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47 lines
1.7 KiB
Python
47 lines
1.7 KiB
Python
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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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conversation_id = tasks_data.get('conversation_id')
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message_id = tasks_data.get('message_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, conversation_id, message_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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