# Agent Session Log Entry Parquet table: `agent_session_logs` Defined in [`agentlogs/schema/types/agent_session_log.py`](https://github.com/risenlab/agentlogs/blob/v0.2/packages/risenlab-agentlogs/src/agentlogs/schema/types/agent_session_log.py#L9). | Property | Type | GitHub field | Notes | | --- | --- | --- | --- | | session | `struct{}` | | | | session
.id | `str` | | | | entry_index | `int` | | | | parsed | `bool` | | | | raw | `str` (optional) | | Not set when `parsed` is true | | data | `struct{}` (optional) | | Not set when `parsed` is false. Refer to `raw` instead | | data
.id | `str` (optional) | id | | | data
.agentId | `str` (optional) | agentId | | | data
.arguments | `struct{}` (optional) | arguments | | | data
.arguments
.canOfferSessionApproval | `bool` (optional) | arguments
.canOfferSessionApproval | | | data
.arguments
.command | `str` (optional) | arguments
.command | | | data
.arguments
.description | `str` (optional) | arguments
.description | | | data
.arguments
.diff | `str` (optional) | arguments
.diff | | | data
.arguments
.filePath | `str` (optional) | arguments
.filePath | | | data
.arguments
.kind | `str` (optional) | arguments
.kind | | | data
.arguments
.toolName | `str` (optional) | arguments
.toolName | | | data
.callId | `str` (optional) | callId | | | data
.choices | `list[]` (optional) | choices | | | data
.choices[]
.content_filter_results | `struct{}` (optional) | choices[]
.content_filter_results | | | data
.choices[]
.content_filter_results
.hate | `struct{}` (optional) | choices[]
.content_filter_results
.hate | | | data
.choices[]
.content_filter_results
.hate
.filtered | `bool` | choices[]
.content_filter_results
.hate
.filtered | | | data
.choices[]
.content_filter_results
.hate
.severity | `str` | choices[]
.content_filter_results
.hate
.severity | | | data
.choices[]
.content_filter_results
.self_harm | `struct{}` (optional) | choices[]
.content_filter_results
.self_harm | | | data
.choices[]
.content_filter_results
.self_harm
.filtered | `bool` | choices[]
.content_filter_results
.self_harm
.filtered | | | data
.choices[]
.content_filter_results
.self_harm
.severity | `str` | choices[]
.content_filter_results
.self_harm
.severity | | | data
.choices[]
.content_filter_results
.sexual | `struct{}` (optional) | choices[]
.content_filter_results
.sexual | | | data
.choices[]
.content_filter_results
.sexual
.filtered | `bool` | choices[]
.content_filter_results
.sexual
.filtered | | | data
.choices[]
.content_filter_results
.sexual
.severity | `str` | choices[]
.content_filter_results
.sexual
.severity | | | data
.choices[]
.content_filter_results
.violence | `struct{}` (optional) | choices[]
.content_filter_results
.violence | | | data
.choices[]
.content_filter_results
.violence
.filtered | `bool` | choices[]
.content_filter_results
.violence
.filtered | | | data
.choices[]
.content_filter_results
.violence
.severity | `str` | choices[]
.content_filter_results
.violence
.severity | | | data
.choices[]
.delta | `struct{}` | choices[]
.delta | | | data
.choices[]
.delta
.content | `str` (optional) | choices[]
.delta
.content | | | data
.choices[]
.delta
.copilot_annotations | `struct{}` (optional) | choices[]
.delta
.copilot_annotations | | | data
.choices[]
.delta
.copilot_annotations
.IPCodeCitations | `list[]` (optional) | choices[]
.delta
.copilot_annotations
.IPCodeCitations | | | data
.choices[]
.delta
.copilot_annotations
.IPCodeCitations[]
.citations | `struct{}` | choices[]
.delta
.copilot_annotations
.IPCodeCitations[]
.citations | | | data
.choices[]
.delta
.copilot_annotations
.IPCodeCitations[]
.citations
.citation_type | `str` (optional) | choices[]
.delta
.copilot_annotations
.IPCodeCitations[]
.citations
.citation_type | | | data
.choices[]
.delta
.copilot_annotations
.IPCodeCitations[]
.citations
.ip_type | `str` | choices[]
.delta
.copilot_annotations
.IPCodeCitations[]
.citations
.ip_type | | | data
.choices[]
.delta
.copilot_annotations
.IPCodeCitations[]
.citations
.license | `str` | choices[]
.delta
.copilot_annotations
.IPCodeCitations[]
.citations
.license | | | data
.choices[]
.delta
.copilot_annotations
.IPCodeCitations[]
.citations
.snippet | `str` | choices[]
.delta
.copilot_annotations
.IPCodeCitations[]
.citations
.snippet | | | data
.choices[]
.delta
.copilot_annotations
.IPCodeCitations[]
.citations
.url | `str` | choices[]
.delta
.copilot_annotations
.IPCodeCitations[]
.citations
.url | | | data
.choices[]
.delta
.copilot_annotations
.IPCodeCitations[]
.end_offset | `int` | choices[]
.delta
.copilot_annotations
.IPCodeCitations[]
.end_offset | | | data
.choices[]
.delta
.copilot_annotations
.IPCodeCitations[]
.id | `int` | choices[]
.delta
.copilot_annotations
.IPCodeCitations[]
.id | | | data
.choices[]
.delta
.copilot_annotations
.IPCodeCitations[]
.start_offset | `int` (optional) | choices[]
.delta
.copilot_annotations
.IPCodeCitations[]
.start_offset | | | data
.choices[]
.delta
.copilot_annotations
.raw | `str` (optional) | choices[]
.delta
.copilot_annotations
.raw | | | data
.choices[]
.delta
.encrypted_content | `str` (optional) | choices[]
.delta
.encrypted_content | | | data
.choices[]
.delta
.padding | `str` (optional) | choices[]
.delta
.padding | | | data
.choices[]
.delta
.phase | `str` (optional) | choices[]
.delta
.phase | | | data
.choices[]
.delta
.reasoning_opaque | `str` (optional) | choices[]
.delta
.reasoning_opaque | | | data
.choices[]
.delta
.reasoning_text | `str` (optional) | choices[]
.delta
.reasoning_text | | | data
.choices[]
.delta
.role | `str` (optional) | choices[]
.delta
.role | | | data
.choices[]
.delta
.tool_calls | `list[]` (optional) | choices[]
.delta
.tool_calls | | | data
.choices[]
.delta
.tool_calls[]
.function_name | `str` (optional) | choices[]
.delta
.tool_calls[]
.function_name | | | data
.choices[]
.delta
.tool_calls[]
.function_arguments | `str` (optional) | choices[]
.delta
.tool_calls[]
.function_arguments | | | data
.choices[]
.delta
.tool_calls[]
.custom_name | `str` (optional) | choices[]
.delta
.tool_calls[]
.custom_name | | | data
.choices[]
.delta
.tool_calls[]
.custom_input | `str` (optional) | choices[]
.delta
.tool_calls[]
.custom_input | | | data
.choices[]
.delta
.tool_calls[]
.id | `str` (optional) | choices[]
.delta
.tool_calls[]
.id | | | data
.choices[]
.delta
.tool_calls[]
.index | `int` (optional) | choices[]
.delta
.tool_calls[]
.index | | | data
.choices[]
.delta
.tool_calls[]
.type | `str` (optional) | choices[]
.delta
.tool_calls[]
.type | | | data
.choices[]
.finish_reason | `str` (optional) | choices[]
.finish_reason | | | data
.choices[]
.index | `int` (optional) | choices[]
.index | | | data
.choices[]
.message | `struct{}` (optional) | choices[]
.message | | | data
.choices[]
.message
.content | `str` (optional) | choices[]
.message
.content | | | data
.choices[]
.message
.role | `str` (optional) | choices[]
.message
.role | | | data
.choices[]
.message
.tool_calls | `list[]` (optional) | choices[]
.message
.tool_calls | | | data
.choices[]
.message
.tool_calls[]
.function_name | `str` (optional) | choices[]
.message
.tool_calls[]
.function_name | | | data
.choices[]
.message
.tool_calls[]
.function_arguments | `str` (optional) | choices[]
.message
.tool_calls[]
.function_arguments | | | data
.choices[]
.message
.tool_calls[]
.id | `str` (optional) | choices[]
.message
.tool_calls[]
.id | | | data
.choices[]
.message
.tool_calls[]
.type | `str` (optional) | choices[]
.message
.tool_calls[]
.type | | | data
.content | `list[]` (optional) | content | | | data
.content[]
.type | `str` | content[]
.type | | | data
.content[]
.text | `str` (optional) | content[]
.text | | | data
.content[]
.image_url | `str` (optional) | content[]
.image_url | | | data
.copilotBillingMetadata | `struct{}` (optional) | copilotBillingMetadata | | | data
.copilotBillingMetadata
.billable | `bool` | copilotBillingMetadata
.billable | | | data
.copilot_info_messages | `list[]` (optional) | copilot_info_messages | | | data
.copilot_info_messages[]
.code | `str` | copilot_info_messages[]
.code | | | data
.copilot_info_messages[]
.message | `str` | copilot_info_messages[]
.message | | | data
.copilot_model_warning_message | `str` (optional) | copilot_model_warning_message | | | data
.copilot_usage | `struct{}` (optional) | copilot_usage | | | data
.copilot_usage
.token_details | `list[]` | copilot_usage
.token_details | | | data
.copilot_usage
.token_details[]
.batch_size | `int` | copilot_usage
.token_details[]
.batch_size | | | data
.copilot_usage
.token_details[]
.cost_per_batch | `int` | copilot_usage
.token_details[]
.cost_per_batch | | | data
.copilot_usage
.token_details[]
.token_count | `int` | copilot_usage
.token_details[]
.token_count | | | data
.copilot_usage
.token_details[]
.token_type | `str` | copilot_usage
.token_details[]
.token_type | | | data
.copilot_usage
.total_nano_aiu | `int` | copilot_usage
.total_nano_aiu | | | data
.copilot_warning_messages | `list[]` (optional) | copilot_warning_messages | | | data
.copilot_warning_messages[]
.code | `str` | copilot_warning_messages[]
.code | | | data
.copilot_warning_messages[]
.message | `str` | copilot_warning_messages[]
.message | | | data
.created | `datetime` (optional) | created | | | data
.data | `struct{}` (optional) | data | | | data
.data
.actions | `list[str]` (optional) | data
.actions | | | data
.data
.alreadyInUse | `bool` (optional) | data
.alreadyInUse | | | data
.data
.approved | `bool` (optional) | data
.approved | | | data
.data
.autoApproveEdits | `bool` (optional) | data
.autoApproveEdits | | | data
.data
.eventCount | `int` (optional) | data
.eventCount | | | data
.data
.eventsFileSizeBytes | `int` (optional) | data
.eventsFileSizeBytes | | | data
.data
.feedback | `str` (optional) | data
.feedback | | | data
.data
.intent | `str` (optional) | data
.intent | | | data
.data
.newMode | `str` (optional) | data
.newMode | | | data
.data
.planContent | `str` (optional) | data
.planContent | | | data
.data
.previousMode | `str` (optional) | data
.previousMode | | | data
.data
.reason | `str` (optional) | data
.reason | | | data
.data
.reasoningEffort | `str` (optional) | data
.reasoningEffort | | | data
.data
.recommendedAction | `str` (optional) | data
.recommendedAction | | | data
.data
.remoteSteerable | `bool` (optional) | data
.remoteSteerable | | | data
.data
.requestId | `str` (optional) | data
.requestId | | | data
.data
.selectedAction | `str` (optional) | data
.selectedAction | | | data
.data
.selectedModel | `str` (optional) | data
.selectedModel | | | data
.data
.summary | `str` (optional) | data
.summary | | | data
.data
.toolCallId | `str` (optional) | data
.toolCallId | | | data
.data
.turnId | `str` (optional) | data
.turnId | | | data
.ephemeral | `bool` (optional) | ephemeral | | | data
.error | `struct{}` (optional) | error | | | data
.error
.code | `str` | error
.code | | | data
.error
.message | `str` | error
.message | | | data
.kind | `str` (optional) | kind | | | data
.model | `str` (optional) | model | | | data
.modelCall_error | `str` (optional) | modelCall
.error | | | data
.modelCallDurationMs | `int` (optional) | modelCallDurationMs | | | data
.object | `str` (optional) | object | | | data
.output | `str` (optional) | output | | | data
.parentId | `str` (optional) | parentId | | | data
.performedBy | `str` (optional) | performedBy | | | data
.prompt_filter_results | `list[]` (optional) | prompt_filter_results | | | data
.prompt_filter_results[]
.prompt_index | `int` | prompt_filter_results[]
.prompt_index | | | data
.prompt_filter_results[]
.content_filter_results | `struct{}` | prompt_filter_results[]
.content_filter_results | | | data
.prompt_filter_results[]
.content_filter_results
.hate | `struct{}` (optional) | prompt_filter_results[]
.content_filter_results
.hate | | | data
.prompt_filter_results[]
.content_filter_results
.hate
.filtered | `bool` | prompt_filter_results[]
.content_filter_results
.hate
.filtered | | | data
.prompt_filter_results[]
.content_filter_results
.hate
.severity | `str` | prompt_filter_results[]
.content_filter_results
.hate
.severity | | | data
.prompt_filter_results[]
.content_filter_results
.self_harm | `struct{}` (optional) | prompt_filter_results[]
.content_filter_results
.self_harm | | | data
.prompt_filter_results[]
.content_filter_results
.self_harm
.filtered | `bool` | prompt_filter_results[]
.content_filter_results
.self_harm
.filtered | | | data
.prompt_filter_results[]
.content_filter_results
.self_harm
.severity | `str` | prompt_filter_results[]
.content_filter_results
.self_harm
.severity | | | data
.prompt_filter_results[]
.content_filter_results
.sexual | `struct{}` (optional) | prompt_filter_results[]
.content_filter_results
.sexual | | | data
.prompt_filter_results[]
.content_filter_results
.sexual
.filtered | `bool` | prompt_filter_results[]
.content_filter_results
.sexual
.filtered | | | data
.prompt_filter_results[]
.content_filter_results
.sexual
.severity | `str` | prompt_filter_results[]
.content_filter_results
.sexual
.severity | | | data
.prompt_filter_results[]
.content_filter_results
.violence | `struct{}` (optional) | prompt_filter_results[]
.content_filter_results
.violence | | | data
.prompt_filter_results[]
.content_filter_results
.violence
.filtered | `bool` | prompt_filter_results[]
.content_filter_results
.violence
.filtered | | | data
.prompt_filter_results[]
.content_filter_results
.violence
.severity | `str` | prompt_filter_results[]
.content_filter_results
.violence
.severity | | | data
.role | `str` (optional) | role | | | data
.source | `str` (optional) | source | | | data
.system_fingerprint | `str` (optional) | system_fingerprint | | | data
.timestamp | `str` (optional) | timestamp | | | data
.toolCallId | `str` (optional) | toolCallId | | | data
.toolName | `str` (optional) | toolName | | | data
.tool_call_id | `str` (optional) | tool_call_id | | | data
.truncateResult | `struct{}` (optional) | truncateResult | | | data
.truncateResult
.messagesRemovedDuringTruncation | `int` | truncateResult
.messagesRemovedDuringTruncation | | | data
.truncateResult
.postTruncationMessagesLength | `int` | truncateResult
.postTruncationMessagesLength | | | data
.truncateResult
.postTruncationTokensInMessages | `int` | truncateResult
.postTruncationTokensInMessages | | | data
.truncateResult
.preTruncationMessagesLength | `int` | truncateResult
.preTruncationMessagesLength | | | data
.truncateResult
.preTruncationTokensInMessages | `int` | truncateResult
.preTruncationTokensInMessages | | | data
.truncateResult
.tokenLimit | `int` | truncateResult
.tokenLimit | | | data
.truncateResult
.tokensRemovedDuringTruncation | `int` | truncateResult
.tokensRemovedDuringTruncation | | | data
.turn | `int` (optional) | turn | | | data
.type | `str` (optional) | type | | | data
.usage | `struct{}` (optional) | usage | | | data
.usage
.completion_tokens | `int` | usage
.completion_tokens | | | data
.usage
.completion_tokens_details | `struct{}` (optional) | usage
.completion_tokens_details | | | data
.usage
.completion_tokens_details
.accepted_prediction_tokens | `int` (optional) | usage
.completion_tokens_details
.accepted_prediction_tokens | | | data
.usage
.completion_tokens_details
.reasoning_tokens | `int` (optional) | usage
.completion_tokens_details
.reasoning_tokens | | | data
.usage
.completion_tokens_details
.rejected_prediction_tokens | `int` (optional) | usage
.completion_tokens_details
.rejected_prediction_tokens | | | data
.usage
.copilot_usage | `struct{}` (optional) | usage
.copilot_usage | | | data
.usage
.copilot_usage
.token_details | `list[]` | usage
.copilot_usage
.token_details | | | data
.usage
.copilot_usage
.token_details[]
.batch_size | `int` | usage
.copilot_usage
.token_details[]
.batch_size | | | data
.usage
.copilot_usage
.token_details[]
.cost_per_batch | `int` | usage
.copilot_usage
.token_details[]
.cost_per_batch | | | data
.usage
.copilot_usage
.token_details[]
.token_count | `int` | usage
.copilot_usage
.token_details[]
.token_count | | | data
.usage
.copilot_usage
.token_details[]
.token_type | `str` | usage
.copilot_usage
.token_details[]
.token_type | | | data
.usage
.copilot_usage
.total_nano_aiu | `int` | usage
.copilot_usage
.total_nano_aiu | | | data
.usage
.prompt_tokens | `int` | usage
.prompt_tokens | | | data
.usage
.prompt_tokens_details | `struct{}` (optional) | usage
.prompt_tokens_details | | | data
.usage
.prompt_tokens_details
.cache_creation_tokens | `int` (optional) | usage
.prompt_tokens_details
.cache_creation_tokens | | | data
.usage
.prompt_tokens_details
.cached_tokens | `int` | usage
.prompt_tokens_details
.cached_tokens | | | data
.usage
.prompt_tokens_details
.input_tokens | `int` (optional) | usage
.prompt_tokens_details
.input_tokens | | | data
.usage
.prompt_tokens_details
.output_tokens | `int` (optional) | usage
.prompt_tokens_details
.output_tokens | | | data
.usage
.reasoning_tokens | `int` (optional) | usage
.reasoning_tokens | | | data
.usage
.time_in_ms | `int` (optional) | usage
.time_in_ms | | | data
.usage
.total_tokens | `int` | usage
.total_tokens | |