dify/api/enterprise/telemetry/draft_trace.py

78 lines
3.1 KiB
Python

from __future__ import annotations
from collections.abc import Mapping
from typing import Any
from core.ops.entities.trace_entity import TraceTaskName
from core.ops.ops_trace_manager import TraceQueueManager, TraceTask
from core.workflow.enums import WorkflowNodeExecutionMetadataKey
from enterprise.telemetry.exporter import is_enterprise_telemetry_enabled
from models.workflow import WorkflowNodeExecutionModel
def enqueue_draft_node_execution_trace(
*,
execution: WorkflowNodeExecutionModel,
outputs: Mapping[str, Any] | None,
workflow_execution_id: str | None,
user_id: str,
) -> None:
if not is_enterprise_telemetry_enabled():
return
trace_manager = TraceQueueManager(app_id=execution.app_id, user_id=user_id)
node_data = _build_node_execution_data(
execution=execution,
outputs=outputs,
workflow_execution_id=workflow_execution_id,
)
trace_manager.add_trace_task(
TraceTask(
TraceTaskName.DRAFT_NODE_EXECUTION_TRACE,
node_execution_data=node_data,
)
)
def _build_node_execution_data(
*,
execution: WorkflowNodeExecutionModel,
outputs: Mapping[str, Any] | None,
workflow_execution_id: str | None,
) -> dict[str, Any]:
metadata = execution.execution_metadata_dict
node_outputs = outputs if outputs is not None else execution.outputs_dict
execution_id = workflow_execution_id or execution.workflow_run_id or execution.id
return {
"workflow_id": execution.workflow_id,
"workflow_execution_id": execution_id,
"tenant_id": execution.tenant_id,
"app_id": execution.app_id,
"node_execution_id": execution.id,
"node_id": execution.node_id,
"node_type": execution.node_type,
"title": execution.title,
"status": execution.status,
"error": execution.error,
"elapsed_time": execution.elapsed_time,
"index": execution.index,
"predecessor_node_id": execution.predecessor_node_id,
"created_at": execution.created_at,
"finished_at": execution.finished_at,
"total_tokens": metadata.get(WorkflowNodeExecutionMetadataKey.TOTAL_TOKENS, 0),
"total_price": metadata.get(WorkflowNodeExecutionMetadataKey.TOTAL_PRICE, 0.0),
"currency": metadata.get(WorkflowNodeExecutionMetadataKey.CURRENCY),
"tool_name": (metadata.get(WorkflowNodeExecutionMetadataKey.TOOL_INFO) or {}).get("tool_name")
if isinstance(metadata.get(WorkflowNodeExecutionMetadataKey.TOOL_INFO), dict)
else None,
"iteration_id": metadata.get(WorkflowNodeExecutionMetadataKey.ITERATION_ID),
"iteration_index": metadata.get(WorkflowNodeExecutionMetadataKey.ITERATION_INDEX),
"loop_id": metadata.get(WorkflowNodeExecutionMetadataKey.LOOP_ID),
"loop_index": metadata.get(WorkflowNodeExecutionMetadataKey.LOOP_INDEX),
"parallel_id": metadata.get(WorkflowNodeExecutionMetadataKey.PARALLEL_ID),
"node_inputs": execution.inputs_dict,
"node_outputs": node_outputs,
"process_data": execution.process_data_dict,
}