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openenv.yaml
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name: sql-quality-env
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version: "0.1.0"
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spec_version: 1
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type: space
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runtime: fastapi
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app: server.main:app
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port: 7860
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grading: endpoint
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description: >
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A multi-step SQL data quality environment for training and
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evaluating data engineering agents. Agents investigate schema
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and sample data using four action types (QUERY, PROFILE, FIX,
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SUBMIT), then receive composite scores across five grading
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dimensions: diagnostic efficiency, hypothesis quality, fix
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correctness with severity tiers, self-verification bonus,
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and fix generalization.
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author: "Tharak"
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tags:
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- data-quality
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- sql
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- multi-step
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- trajectory-grading
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- rl-training
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tasks:
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- id: null_audit
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difficulty: easy
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description: "Identify the column with null rate exceeding 50 percent"
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max_attempts: 1
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grader: true
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has_grader: true
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scored: true
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grader_fn: "server.graders:grade_null_audit"
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- id: type_repair
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difficulty: medium
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description: "Fix numeric type mismatch in transaction records"
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max_attempts: 3
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grader: true
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has_grader: true
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scored: true
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grader_fn: "server.graders:grade_type_repair"
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- id: dedup_bug
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difficulty: hard
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description: "Find and repair duplication bug inflating join volumes"
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max_attempts: 5
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grader: true
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has_grader: true
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scored: true
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grader_fn: "server.graders:grade_dedup_bug"
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- id: fk_integrity
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difficulty: hard
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description: "Remove orphan child records violating referential integrity"
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max_attempts: 4
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grader: true
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has_grader: true
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scored: true
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grader_fn: "server.graders:grade_fk_integrity"
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- id: schema_drift
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difficulty: medium
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description: "Normalize drifted schemas into canonical analytics artifact"
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max_attempts: 4
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grader: true
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has_grader: true
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scored: true
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grader_fn: "server.graders:grade_schema_drift"
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