feat: Implements periodic deletion of workflow run logs that exceed t… (#23881)
Co-authored-by: shiyun.li973792 <shiyun.li@seres.cn> Co-authored-by: 1wangshu <suewangswu@gmail.com> Co-authored-by: Blackoutta <hyytez@gmail.com> Co-authored-by: crazywoola <100913391+crazywoola@users.noreply.github.com>
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@@ -478,6 +478,13 @@ API_WORKFLOW_NODE_EXECUTION_REPOSITORY=repositories.sqlalchemy_api_workflow_node
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# API workflow run repository implementation
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API_WORKFLOW_RUN_REPOSITORY=repositories.sqlalchemy_api_workflow_run_repository.DifyAPISQLAlchemyWorkflowRunRepository
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# Workflow log cleanup configuration
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# Enable automatic cleanup of workflow run logs to manage database size
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WORKFLOW_LOG_CLEANUP_ENABLED=true
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# Number of days to retain workflow run logs (default: 30 days)
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WORKFLOW_LOG_RETENTION_DAYS=30
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# Batch size for workflow log cleanup operations (default: 100)
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WORKFLOW_LOG_CLEANUP_BATCH_SIZE=100
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# App configuration
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APP_MAX_EXECUTION_TIME=1200
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@@ -968,6 +968,14 @@ class AccountConfig(BaseSettings):
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)
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class WorkflowLogConfig(BaseSettings):
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WORKFLOW_LOG_CLEANUP_ENABLED: bool = Field(default=True, description="Enable workflow run log cleanup")
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WORKFLOW_LOG_RETENTION_DAYS: int = Field(default=30, description="Retention days for workflow run logs")
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WORKFLOW_LOG_CLEANUP_BATCH_SIZE: int = Field(
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default=100, description="Batch size for workflow run log cleanup operations"
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)
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class FeatureConfig(
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# place the configs in alphabet order
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AppExecutionConfig,
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@@ -1003,5 +1011,6 @@ class FeatureConfig(
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HostedServiceConfig,
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CeleryBeatConfig,
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CeleryScheduleTasksConfig,
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WorkflowLogConfig,
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):
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pass
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@@ -151,7 +151,13 @@ def init_app(app: DifyApp) -> Celery:
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"task": "schedule.check_upgradable_plugin_task.check_upgradable_plugin_task",
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"schedule": crontab(minute="*/15"),
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}
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if dify_config.WORKFLOW_LOG_CLEANUP_ENABLED:
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# 2:00 AM every day
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imports.append("schedule.clean_workflow_runlogs_precise")
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beat_schedule["clean_workflow_runlogs_precise"] = {
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"task": "schedule.clean_workflow_runlogs_precise.clean_workflow_runlogs_precise",
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"schedule": crontab(minute="0", hour="2"),
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}
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celery_app.conf.update(beat_schedule=beat_schedule, imports=imports)
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return celery_app
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155
api/schedule/clean_workflow_runlogs_precise.py
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155
api/schedule/clean_workflow_runlogs_precise.py
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@@ -0,0 +1,155 @@
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import datetime
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import logging
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import time
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import click
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import app
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from configs import dify_config
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from extensions.ext_database import db
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from models.model import (
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AppAnnotationHitHistory,
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Conversation,
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Message,
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MessageAgentThought,
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MessageAnnotation,
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MessageChain,
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MessageFeedback,
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MessageFile,
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)
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from models.workflow import ConversationVariable, WorkflowAppLog, WorkflowNodeExecutionModel, WorkflowRun
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_logger = logging.getLogger(__name__)
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MAX_RETRIES = 3
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BATCH_SIZE = dify_config.WORKFLOW_LOG_CLEANUP_BATCH_SIZE
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@app.celery.task(queue="dataset")
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def clean_workflow_runlogs_precise():
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"""Clean expired workflow run logs with retry mechanism and complete message cascade"""
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click.echo(click.style("Start clean workflow run logs (precise mode with complete cascade).", fg="green"))
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start_at = time.perf_counter()
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retention_days = dify_config.WORKFLOW_LOG_RETENTION_DAYS
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cutoff_date = datetime.datetime.now() - datetime.timedelta(days=retention_days)
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try:
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total_workflow_runs = db.session.query(WorkflowRun).filter(WorkflowRun.created_at < cutoff_date).count()
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if total_workflow_runs == 0:
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_logger.info("No expired workflow run logs found")
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return
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_logger.info("Found %s expired workflow run logs to clean", total_workflow_runs)
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total_deleted = 0
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failed_batches = 0
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batch_count = 0
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while True:
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workflow_runs = (
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db.session.query(WorkflowRun.id).filter(WorkflowRun.created_at < cutoff_date).limit(BATCH_SIZE).all()
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)
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if not workflow_runs:
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break
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workflow_run_ids = [run.id for run in workflow_runs]
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batch_count += 1
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success = _delete_batch_with_retry(workflow_run_ids, failed_batches)
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if success:
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total_deleted += len(workflow_run_ids)
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failed_batches = 0
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else:
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failed_batches += 1
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if failed_batches >= MAX_RETRIES:
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_logger.error("Failed to delete batch after %s retries, aborting cleanup for today", MAX_RETRIES)
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break
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else:
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# Calculate incremental delay times: 5, 10, 15 minutes
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retry_delay_minutes = failed_batches * 5
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_logger.warning("Batch deletion failed, retrying in %s minutes...", retry_delay_minutes)
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time.sleep(retry_delay_minutes * 60)
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continue
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_logger.info("Cleanup completed: %s expired workflow run logs deleted", total_deleted)
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except Exception as e:
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db.session.rollback()
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_logger.exception("Unexpected error in workflow log cleanup")
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raise
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end_at = time.perf_counter()
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execution_time = end_at - start_at
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click.echo(click.style(f"Cleaned workflow run logs from db success latency: {execution_time:.2f}s", fg="green"))
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def _delete_batch_with_retry(workflow_run_ids: list[str], attempt_count: int) -> bool:
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"""Delete a single batch with a retry mechanism and complete cascading deletion"""
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try:
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with db.session.begin_nested():
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message_data = (
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db.session.query(Message.id, Message.conversation_id)
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.filter(Message.workflow_run_id.in_(workflow_run_ids))
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.all()
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)
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message_id_list = [msg.id for msg in message_data]
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conversation_id_list = list({msg.conversation_id for msg in message_data if msg.conversation_id})
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if message_id_list:
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db.session.query(AppAnnotationHitHistory).filter(
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AppAnnotationHitHistory.message_id.in_(message_id_list)
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).delete(synchronize_session=False)
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db.session.query(MessageAgentThought).filter(
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MessageAgentThought.message_id.in_(message_id_list)
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).delete(synchronize_session=False)
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db.session.query(MessageChain).filter(MessageChain.message_id.in_(message_id_list)).delete(
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synchronize_session=False
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)
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db.session.query(MessageFile).filter(MessageFile.message_id.in_(message_id_list)).delete(
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synchronize_session=False
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)
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db.session.query(MessageAnnotation).filter(MessageAnnotation.message_id.in_(message_id_list)).delete(
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synchronize_session=False
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)
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db.session.query(MessageFeedback).filter(MessageFeedback.message_id.in_(message_id_list)).delete(
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synchronize_session=False
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)
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db.session.query(Message).filter(Message.workflow_run_id.in_(workflow_run_ids)).delete(
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synchronize_session=False
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)
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db.session.query(WorkflowAppLog).filter(WorkflowAppLog.workflow_run_id.in_(workflow_run_ids)).delete(
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synchronize_session=False
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)
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db.session.query(WorkflowNodeExecutionModel).filter(
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WorkflowNodeExecutionModel.workflow_run_id.in_(workflow_run_ids)
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).delete(synchronize_session=False)
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if conversation_id_list:
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db.session.query(ConversationVariable).filter(
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ConversationVariable.conversation_id.in_(conversation_id_list)
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).delete(synchronize_session=False)
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db.session.query(Conversation).filter(Conversation.id.in_(conversation_id_list)).delete(
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synchronize_session=False
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)
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db.session.query(WorkflowRun).filter(WorkflowRun.id.in_(workflow_run_ids)).delete(synchronize_session=False)
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db.session.commit()
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return True
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except Exception as e:
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db.session.rollback()
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_logger.exception("Batch deletion failed (attempt %s)", attempt_count + 1)
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return False
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