| Description | Copilot cloud agent session log event. |
|---|---|
| Parquet table | agent_session_logs |
| Schema definition | agentlogs/schema/types/agent_session_log.py |
session | [Agent Session](agent_session.md) | | Each log entry points at its `session`; sessions do not list log entries (see [Agent Session](./agent_session.md)). |
## Fields
| Property | Type | GitHub field | Description |
| --- | --- | --- | --- |
| session | `struct{}` | | See [Relations](#relations). |
| id | `str` | id | |
| entry_index | `int` | | Position of the log entry within the session log. |
| parsed | `bool` | | |
| raw | `str` (optional) | | Not set when `parsed` is true |
| data | `struct{}` (optional) | | Not set when `parsed` is false. Refer to `raw` instead |
| id | `str` (optional) | id | |
| agentId | `str` (optional) | agentId | |
| callId | `str` (optional) | callId | |
| choices | `list[]` (optional) | choices | See [`data.choices`](#data-choices). |
| content | `list[]` (optional) | content | |
| type | `str` | content[].type | |
| text | `str` (optional) | content[].text | |
| image_url | `str` (optional) | content[].image_url | |
| copilotBillingMetadata | `struct{}` (optional) | copilotBillingMetadata | |
| billable | `bool` | copilotBillingMetadata.billable | |
| copilot_info_messages | `list[]` (optional) | copilot_info_messages | |
| code | `str` | copilot_info_messages[].code | |
| message | `str` | copilot_info_messages[].message | |
| copilot_model_warning_message | `str` (optional) | copilot_model_warning_message | |
| copilot_usage | `struct{}` (optional) | copilot_usage | |
| token_details | `list[]` | copilot_usage.token_details | |
| batch_size | `int` | copilot_usage.token_details[].batch_size | |
| cost_per_batch | `int` | copilot_usage.token_details[].cost_per_batch | |
| token_count | `int` | copilot_usage.token_details[].token_count | |
| token_type | `str` | copilot_usage.token_details[].token_type | |
| total_nano_aiu | `int` | copilot_usage.total_nano_aiu | |
| copilot_warning_messages | `list[]` (optional) | copilot_warning_messages | |
| code | `str` | copilot_warning_messages[].code | |
| message | `str` | copilot_warning_messages[].message | |
| created | `datetime` (optional) | created | |
| error | `struct{}` (optional) | error | |
| code | `str` | error.code | |
| message | `str` | error.message | |
| kind | `str` (optional) | kind | |
| model | `str` (optional) | model | |
| modelCall_error | `str` (optional) | modelCall.error | |
| modelCallDurationMs | `int` (optional) | modelCallDurationMs | |
| object | `str` (optional) | object | |
| performedBy | `str` (optional) | performedBy | |
| prompt_filter_results | `list[]` (optional) | prompt_filter_results | See [`data.prompt_filter_results`](#data-prompt_filter_results). |
| role | `str` (optional) | role | |
| source | `str` (optional) | source | |
| system_fingerprint | `str` (optional) | system_fingerprint | |
| tool_call_id | `str` (optional) | tool_call_id | |
| toolTelemetry | `struct{}` (optional) | toolTelemetry | See [`data.toolTelemetry`](#data-toolTelemetry). |
| truncateResult | `struct{}` (optional) | truncateResult | See [`data.truncateResult`](#data-truncateResult). |
| turn | `int` (optional) | turn | |
| usage | `struct{}` (optional) | usage | See [`data.usage`](#data-usage). |
### `data.choices`
| Property | Type |
| --- | --- |
| content_filter_results | `struct{}` (optional) |
| hate | `struct{}` (optional) |
| filtered | `bool` |
| severity | `str` |
| self_harm | `struct{}` (optional) |
| filtered | `bool` |
| severity | `str` |
| sexual | `struct{}` (optional) |
| filtered | `bool` |
| severity | `str` |
| violence | `struct{}` (optional) |
| filtered | `bool` |
| severity | `str` |
| delta | `struct{}` |
| content | `str` (optional) |
| copilot_annotations | `struct{}` (optional) |
| IPCodeCitations | `list[]` (optional) |
| citations | `struct{}` (optional) |
| ip_type | `str` (optional) |
| license | `str` (optional) |
| snippet | `str` (optional) |
| url | `str` (optional) |
| end_offset | `int` (optional) |
| id | `int` (optional) |
| start_offset | `int` (optional) |
| citations | `list[]` (optional) |
| citations | `struct{}` (optional) |
| ip_type | `str` (optional) |
| license | `str` (optional) |
| snippet | `str` (optional) |
| url | `str` (optional) |
| end_offset | `int` (optional) |
| id | `int` (optional) |
| start_offset | `int` (optional) |
| raw | `str` (optional) |
| encrypted_content | `str` (optional) |
| padding | `str` (optional) |
| phase | `str` (optional) |
| reasoning_opaque | `str` (optional) |
| reasoning_text | `str` (optional) |
| role | `str` (optional) |
| tool_calls | `list[]` (optional) |
| function_name | `str` (optional) |
| function_arguments | `str` (optional) |
| custom_name | `str` (optional) |
| custom_input | `str` (optional) |
| id | `str` (optional) |
| index | `int` (optional) |
| type | `str` (optional) |
| finish_reason | `str` (optional) |
| index | `int` (optional) |
| message | `struct{}` (optional) |
| content | `str` (optional) |
| role | `str` (optional) |
| tool_calls | `list[]` (optional) |
| function_name | `str` (optional) |
| function_arguments | `str` (optional) |
| id | `str` (optional) |
| type | `str` (optional) |
### `data.prompt_filter_results`
| Property | Type |
| --- | --- |
| prompt_index | `int` |
| content_filter_results | `struct{}` |
| hate | `struct{}` (optional) |
| filtered | `bool` |
| severity | `str` |
| self_harm | `struct{}` (optional) |
| filtered | `bool` |
| severity | `str` |
| sexual | `struct{}` (optional) |
| filtered | `bool` |
| severity | `str` |
| violence | `struct{}` (optional) |
| filtered | `bool` |
| severity | `str` |
### `data.toolTelemetry`
| Property | Type |
| --- | --- |
| event | `str` (optional) |
| metrics | `struct{}` (optional) |
| agent_count | `int` (optional) |
| callCount | `int` (optional) |
| cancelled_count | `int` (optional) |
| cloudRowsReturned | `int` (optional) |
| codeql_alertCount | `int` (optional) |
| codeql_duration_ms | `int` (optional) |
| codeql_languages_count | `int` (optional) |
| codeql_languages_skipped_count | `int` (optional) |
| codeql_total_alerts | `int` (optional) |
| codeReview_alertCount | `int` (optional) |
| codeReview_durationMs | `int` (optional) |
| commandTimeout | `int` (optional) |
| commentsExcluded | `int` (optional) |
| commentsGenerated | `int` (optional) |
| compacted_saved_chars | `int` (optional) |
| completed_count | `int` (optional) |
| completedStatements | `int` (optional) |
| definitionCount | `int` (optional) |
| delivered_count | `int` (optional) |
| duration_seconds | `int` (optional) |
| elapsed_seconds | `int` (optional) |
| exit_code | `int` (optional) |
| failed_count | `int` (optional) |
| file_count | `int` (optional) |
| hasContent | `int` (optional) |
| idle_count | `int` (optional) |
| linesAdded | `int` (optional) |
| linesRemoved | `int` (optional) |
| localRowsReturned | `int` (optional) |
| mcp_result_content_bytes | `int` (optional) |
| mcp_structured_content_bytes | `int` (optional) |
| mcp_task_count | `int` (optional) |
| message_length | `int` (optional) |
| numberOfToolCallsMadeByAgent | `int` (optional) |
| originalContentLength | `int` (optional) |
| queue_depth | `int` (optional) |
| redirectCount | `int` (optional) |
| requested_recipient_count | `int` (optional) |
| resolved_recipient_count | `int` (optional) |
| response_length | `int` (optional) |
| responseTokenLimit | `int` (optional) |
| result_length | `int` (optional) |
| result_length_original | `int` (optional) |
| resultForLlmLength | `int` (optional) |
| resultLength | `int` (optional) |
| returnedContentLength | `int` (optional) |
| reviewedFiles | `int` (optional) |
| rowsAffected | `int` (optional) |
| rowsReturned | `int` (optional) |
| running_count | `int` (optional) |
| skillContentLength | `int` (optional) |
| skipped_count | `int` (optional) |
| startIndex | `int` (optional) |
| statementCount | `int` (optional) |
| symbolCount | `int` (optional) |
| timeout_seconds | `int` (optional) |
| total_turns | `int` (optional) |
| tracked_shutdown_count | `int` (optional) |
| validation_budgetSeconds | `int` (optional) |
| validation_codeQLDurationMs | `int` (optional) |
| validation_codeReviewDurationMs | `int` (optional) |
| validation_iteration | `int` (optional) |
| validation_remainingBudgetMs | `int` (optional) |
| validation_totalDurationMs | `int` (optional) |
| properties | `struct{}` (optional) |
| agent_id | `str` (optional) |
| agent_name | `str` (optional) |
| agent_name_hash | `str` (optional) |
| agent_type | `str` (optional) |
| asyncOnlyShell | `str` (optional) |
| backend | `str` (optional) |
| character | `str` (optional) |
| codeBlocks | `str` (optional) |
| codeReviewFileExtensions | `str` (optional) |
| codeReviewModel | `str` (optional) |
| codeReviewResult | `str` (optional) |
| codeReviewTimedOut | `str` (optional) |
| codeReview_engine | `str` (optional) |
| codeReview_skipReason | `str` (optional) |
| codeql_aborted | `str` (optional) |
| codeql_analysisRuleIds | `str` (optional) |
| codeql_languages | `str` (optional) |
| codeql_languagesAttempted | `str` (optional) |
| codeql_skipReason | `str` (optional) |
| codeql_version | `str` (optional) |
| command | `str` (optional) |
| commentQueryNames | `str` (optional) |
| current_value | `str` (optional) |
| customTimeout | `str` (optional) |
| database | `str` (optional) |
| delivery_status | `str` (optional) |
| detached | `str` (optional) |
| error | `str` (optional) |
| execution_mode | `str` (optional) |
| executionMode | `str` (optional) |
| failedStatementType | `str` (optional) |
| file_hash | `str` (optional) |
| file_type | `str` (optional) |
| fileExtension | `str` (optional) |
| files_found | `str` (optional) |
| found | `str` (optional) |
| hashedUrl | `str` (optional) |
| inputs | `str` (optional) |
| is_timeout | `str` (optional) |
| language_server | `str` (optional) |
| languageId | `str` (optional) |
| languages | `str` (optional) |
| large_output | `str` (optional) |
| largeOutputAvoided | `str` (optional) |
| largeOutputHandled | `str` (optional) |
| largeOutputJsonFormatted | `str` (optional) |
| largeOutputOriginalSizeBytes | `str` (optional) |
| largeOutputWrittenToFile | `str` (optional) |
| limit_type | `str` (optional) |
| limit_value | `str` (optional) |
| line | `str` (optional) |
| matches_found | `str` (optional) |
| mimeType | `str` (optional) |
| model | `str` (optional) |
| operation | `str` (optional) |
| options | `str` (optional) |
| output_mode | `str` (optional) |
| outputTruncated | `str` (optional) |
| prompt_length | `str` (optional) |
| queryType | `str` (optional) |
| raw | `str` (optional) |
| read_target_original_mode | `str` (optional) |
| read_target_state | `str` (optional) |
| readError | `str` (optional) |
| resolved_model | `str` (optional) |
| resolvedPathAgainstCwd | `str` (optional) |
| response_length | `str` (optional) |
| sandboxApplied | `str` (optional) |
| sandboxOptOutRequested | `str` (optional) |
| scope | `str` (optional) |
| selection_kind | `str` (optional) |
| shell_error_category | `str` (optional) |
| shell_operation | `str` (optional) |
| shell_status | `str` (optional) |
| skillNameHash | `str` (optional) |
| skillSource | `str` (optional) |
| statementTypes | `str` (optional) |
| status | `str` (optional) |
| timed_out | `str` (optional) |
| trivialChange_alertCount | `str` (optional) |
| trivialChange_codeQL_durationMs | `str` (optional) |
| trivialChange_codeQL_isTrivial | `str` (optional) |
| trivialChange_disagreement | `str` (optional) |
| trivialChange_isTrivial | `str` (optional) |
| validation_budgetResetEnabled | `str` (optional) |
| validation_codeQL_skipReason | `str` (optional) |
| validation_codeQLEnabled | `str` (optional) |
| validation_codeQLSuccess | `str` (optional) |
| validation_codeQLTimedOut | `str` (optional) |
| validation_codeReview_skipReason | `str` (optional) |
| validation_codeReviewEnabled | `str` (optional) |
| validation_codeReviewSuccess | `str` (optional) |
| validation_codeReviewTimedOut | `str` (optional) |
| validation_consecutiveTimeouts | `str` (optional) |
| validation_invalidInput | `str` (optional) |
| validation_jobStarted | `str` (optional) |
| validation_languages | `str` (optional) |
| validation_retryGuidance | `str` (optional) |
| validation_skipReason | `str` (optional) |
| validation_skipped | `str` (optional) |
| viewType | `str` (optional) |
| wasSyntaxError | `str` (optional) |
| restrictedProperties | `struct{}` (optional) |
| addedPaths | `str` (optional) |
| agent_id | `str` (optional) |
| agent_name | `str` (optional) |
| cloudError | `str` (optional) |
| codeql_error | `str` (optional) |
| codeql_stack | `str` (optional) |
| codeReviewError | `str` (optional) |
| deletedPaths | `str` (optional) |
| domParsingError | `str` (optional) |
| error | `str` (optional) |
| error_detail | `str` (optional) |
| errorMessage | `str` (optional) |
| file | `str` (optional) |
| filePaths | `str` (optional) |
| filesReviewed | `str` (optional) |
| finalUrl | `str` (optional) |
| large_output_file | `str` (optional) |
| largeOutputFilePath | `str` (optional) |
| path | `str` (optional) |
| pattern | `str` (optional) |
| pluginName | `str` (optional) |
| prTitle | `str` (optional) |
| query | `str` (optional) |
| shell_id | `str` (optional) |
| skillName | `str` (optional) |
| trivialChange_codeQL_reason | `str` (optional) |
| trivialChange_reason | `str` (optional) |
| url | `str` (optional) |
| validation_error | `str` (optional) |
### `data.truncateResult`
| Property | Type |
| --- | --- |
| messagesRemovedDuringTruncation | `int` |
| postTruncationMessagesLength | `int` |
| postTruncationTokensInMessages | `int` |
| preTruncationMessagesLength | `int` |
| preTruncationTokensInMessages | `int` |
| tokenLimit | `int` |
| tokensRemovedDuringTruncation | `int` |
### `data.usage`
| Property | Type |
| --- | --- |
| completion_tokens | `int` |
| completion_tokens_details | `struct{}` (optional) |
| accepted_prediction_tokens | `int` (optional) |
| reasoning_tokens | `int` (optional) |
| rejected_prediction_tokens | `int` (optional) |
| copilot_usage | `struct{}` (optional) |
| token_details | `list[]` |
| batch_size | `int` |
| cost_per_batch | `int` |
| token_count | `int` |
| token_type | `str` |
| total_nano_aiu | `int` |
| prompt_tokens | `int` |
| prompt_tokens_details | `struct{}` (optional) |
| cache_creation_tokens | `int` (optional) |
| cached_tokens | `int` |
| input_tokens | `int` (optional) |
| output_tokens | `int` (optional) |
| reasoning_tokens | `int` (optional) |
| time_in_ms | `int` (optional) |
| total_tokens | `int` |