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import logging |
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import time |
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from celery import shared_task |
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from flask import current_app |
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from core.ops.entities.trace_entity import trace_info_info_map |
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from core.rag.models.document import Document |
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from models.model import Message |
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from models.workflow import WorkflowRun |
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@shared_task(queue="ops_trace") |
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def process_trace_tasks(tasks_data): |
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""" |
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Async process trace tasks |
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:param tasks_data: List of dictionaries containing task data |
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Usage: process_trace_tasks.delay(tasks_data) |
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""" |
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from core.ops.ops_trace_manager import OpsTraceManager |
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trace_info = tasks_data.get("trace_info") |
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app_id = tasks_data.get("app_id") |
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trace_info_type = tasks_data.get("trace_info_type") |
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trace_instance = OpsTraceManager.get_ops_trace_instance(app_id) |
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if trace_info.get("message_data"): |
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trace_info["message_data"] = Message.from_dict(data=trace_info["message_data"]) |
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if trace_info.get("workflow_data"): |
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trace_info["workflow_data"] = WorkflowRun.from_dict(data=trace_info["workflow_data"]) |
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if trace_info.get("documents"): |
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trace_info["documents"] = [Document(**doc) for doc in trace_info["documents"]] |
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try: |
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if trace_instance: |
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with current_app.app_context(): |
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trace_type = trace_info_info_map.get(trace_info_type) |
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if trace_type: |
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trace_info = trace_type(**trace_info) |
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trace_instance.trace(trace_info) |
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end_at = time.perf_counter() |
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except Exception: |
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logging.exception("Processing trace tasks failed") |
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