- import logging
 - import time
 - from collections.abc import Callable
 - 
 - import click
 - import sqlalchemy as sa
 - from celery import shared_task  # type: ignore
 - from sqlalchemy import delete
 - from sqlalchemy.exc import SQLAlchemyError
 - from sqlalchemy.orm import sessionmaker
 - 
 - from extensions.ext_database import db
 - from models import (
 -     ApiToken,
 -     AppAnnotationHitHistory,
 -     AppAnnotationSetting,
 -     AppDatasetJoin,
 -     AppMCPServer,
 -     AppModelConfig,
 -     Conversation,
 -     EndUser,
 -     InstalledApp,
 -     Message,
 -     MessageAgentThought,
 -     MessageAnnotation,
 -     MessageChain,
 -     MessageFeedback,
 -     MessageFile,
 -     RecommendedApp,
 -     Site,
 -     TagBinding,
 -     TraceAppConfig,
 - )
 - from models.tools import WorkflowToolProvider
 - from models.web import PinnedConversation, SavedMessage
 - from models.workflow import (
 -     ConversationVariable,
 -     Workflow,
 -     WorkflowAppLog,
 - )
 - from repositories.factory import DifyAPIRepositoryFactory
 - 
 - 
 - @shared_task(queue="app_deletion", bind=True, max_retries=3)
 - def remove_app_and_related_data_task(self, tenant_id: str, app_id: str):
 -     logging.info(click.style(f"Start deleting app and related data: {tenant_id}:{app_id}", fg="green"))
 -     start_at = time.perf_counter()
 -     try:
 -         # Delete related data
 -         _delete_app_model_configs(tenant_id, app_id)
 -         _delete_app_site(tenant_id, app_id)
 -         _delete_app_mcp_servers(tenant_id, app_id)
 -         _delete_app_api_tokens(tenant_id, app_id)
 -         _delete_installed_apps(tenant_id, app_id)
 -         _delete_recommended_apps(tenant_id, app_id)
 -         _delete_app_annotation_data(tenant_id, app_id)
 -         _delete_app_dataset_joins(tenant_id, app_id)
 -         _delete_app_workflows(tenant_id, app_id)
 -         _delete_app_workflow_runs(tenant_id, app_id)
 -         _delete_app_workflow_node_executions(tenant_id, app_id)
 -         _delete_app_workflow_app_logs(tenant_id, app_id)
 -         _delete_app_conversations(tenant_id, app_id)
 -         _delete_app_messages(tenant_id, app_id)
 -         _delete_workflow_tool_providers(tenant_id, app_id)
 -         _delete_app_tag_bindings(tenant_id, app_id)
 -         _delete_end_users(tenant_id, app_id)
 -         _delete_trace_app_configs(tenant_id, app_id)
 -         _delete_conversation_variables(app_id=app_id)
 -         _delete_draft_variables(app_id)
 - 
 -         end_at = time.perf_counter()
 -         logging.info(click.style(f"App and related data deleted: {app_id} latency: {end_at - start_at}", fg="green"))
 -     except SQLAlchemyError as e:
 -         logging.exception(
 -             click.style(f"Database error occurred while deleting app {app_id} and related data", fg="red")
 -         )
 -         raise self.retry(exc=e, countdown=60)  # Retry after 60 seconds
 -     except Exception as e:
 -         logging.exception(click.style(f"Error occurred while deleting app {app_id} and related data", fg="red"))
 -         raise self.retry(exc=e, countdown=60)  # Retry after 60 seconds
 - 
 - 
 - def _delete_app_model_configs(tenant_id: str, app_id: str):
 -     def del_model_config(model_config_id: str):
 -         db.session.query(AppModelConfig).where(AppModelConfig.id == model_config_id).delete(synchronize_session=False)
 - 
 -     _delete_records(
 -         """select id from app_model_configs where app_id=:app_id limit 1000""",
 -         {"app_id": app_id},
 -         del_model_config,
 -         "app model config",
 -     )
 - 
 - 
 - def _delete_app_site(tenant_id: str, app_id: str):
 -     def del_site(site_id: str):
 -         db.session.query(Site).where(Site.id == site_id).delete(synchronize_session=False)
 - 
 -     _delete_records(
 -         """select id from sites where app_id=:app_id limit 1000""",
 -         {"app_id": app_id},
 -         del_site,
 -         "site",
 -     )
 - 
 - 
 - def _delete_app_mcp_servers(tenant_id: str, app_id: str):
 -     def del_mcp_server(mcp_server_id: str):
 -         db.session.query(AppMCPServer).where(AppMCPServer.id == mcp_server_id).delete(synchronize_session=False)
 - 
 -     _delete_records(
 -         """select id from app_mcp_servers where app_id=:app_id limit 1000""",
 -         {"app_id": app_id},
 -         del_mcp_server,
 -         "app mcp server",
 -     )
 - 
 - 
 - def _delete_app_api_tokens(tenant_id: str, app_id: str):
 -     def del_api_token(api_token_id: str):
 -         db.session.query(ApiToken).where(ApiToken.id == api_token_id).delete(synchronize_session=False)
 - 
 -     _delete_records(
 -         """select id from api_tokens where app_id=:app_id limit 1000""",
 -         {"app_id": app_id},
 -         del_api_token,
 -         "api token",
 -     )
 - 
 - 
 - def _delete_installed_apps(tenant_id: str, app_id: str):
 -     def del_installed_app(installed_app_id: str):
 -         db.session.query(InstalledApp).where(InstalledApp.id == installed_app_id).delete(synchronize_session=False)
 - 
 -     _delete_records(
 -         """select id from installed_apps where tenant_id=:tenant_id and app_id=:app_id limit 1000""",
 -         {"tenant_id": tenant_id, "app_id": app_id},
 -         del_installed_app,
 -         "installed app",
 -     )
 - 
 - 
 - def _delete_recommended_apps(tenant_id: str, app_id: str):
 -     def del_recommended_app(recommended_app_id: str):
 -         db.session.query(RecommendedApp).where(RecommendedApp.id == recommended_app_id).delete(
 -             synchronize_session=False
 -         )
 - 
 -     _delete_records(
 -         """select id from recommended_apps where app_id=:app_id limit 1000""",
 -         {"app_id": app_id},
 -         del_recommended_app,
 -         "recommended app",
 -     )
 - 
 - 
 - def _delete_app_annotation_data(tenant_id: str, app_id: str):
 -     def del_annotation_hit_history(annotation_hit_history_id: str):
 -         db.session.query(AppAnnotationHitHistory).where(AppAnnotationHitHistory.id == annotation_hit_history_id).delete(
 -             synchronize_session=False
 -         )
 - 
 -     _delete_records(
 -         """select id from app_annotation_hit_histories where app_id=:app_id limit 1000""",
 -         {"app_id": app_id},
 -         del_annotation_hit_history,
 -         "annotation hit history",
 -     )
 - 
 -     def del_annotation_setting(annotation_setting_id: str):
 -         db.session.query(AppAnnotationSetting).where(AppAnnotationSetting.id == annotation_setting_id).delete(
 -             synchronize_session=False
 -         )
 - 
 -     _delete_records(
 -         """select id from app_annotation_settings where app_id=:app_id limit 1000""",
 -         {"app_id": app_id},
 -         del_annotation_setting,
 -         "annotation setting",
 -     )
 - 
 - 
 - def _delete_app_dataset_joins(tenant_id: str, app_id: str):
 -     def del_dataset_join(dataset_join_id: str):
 -         db.session.query(AppDatasetJoin).where(AppDatasetJoin.id == dataset_join_id).delete(synchronize_session=False)
 - 
 -     _delete_records(
 -         """select id from app_dataset_joins where app_id=:app_id limit 1000""",
 -         {"app_id": app_id},
 -         del_dataset_join,
 -         "dataset join",
 -     )
 - 
 - 
 - def _delete_app_workflows(tenant_id: str, app_id: str):
 -     def del_workflow(workflow_id: str):
 -         db.session.query(Workflow).where(Workflow.id == workflow_id).delete(synchronize_session=False)
 - 
 -     _delete_records(
 -         """select id from workflows where tenant_id=:tenant_id and app_id=:app_id limit 1000""",
 -         {"tenant_id": tenant_id, "app_id": app_id},
 -         del_workflow,
 -         "workflow",
 -     )
 - 
 - 
 - def _delete_app_workflow_runs(tenant_id: str, app_id: str):
 -     """Delete all workflow runs for an app using the service repository."""
 -     session_maker = sessionmaker(bind=db.engine)
 -     workflow_run_repo = DifyAPIRepositoryFactory.create_api_workflow_run_repository(session_maker)
 - 
 -     deleted_count = workflow_run_repo.delete_runs_by_app(
 -         tenant_id=tenant_id,
 -         app_id=app_id,
 -         batch_size=1000,
 -     )
 - 
 -     logging.info("Deleted %s workflow runs for app %s", deleted_count, app_id)
 - 
 - 
 - def _delete_app_workflow_node_executions(tenant_id: str, app_id: str):
 -     """Delete all workflow node executions for an app using the service repository."""
 -     session_maker = sessionmaker(bind=db.engine)
 -     node_execution_repo = DifyAPIRepositoryFactory.create_api_workflow_node_execution_repository(session_maker)
 - 
 -     deleted_count = node_execution_repo.delete_executions_by_app(
 -         tenant_id=tenant_id,
 -         app_id=app_id,
 -         batch_size=1000,
 -     )
 - 
 -     logging.info("Deleted %s workflow node executions for app %s", deleted_count, app_id)
 - 
 - 
 - def _delete_app_workflow_app_logs(tenant_id: str, app_id: str):
 -     def del_workflow_app_log(workflow_app_log_id: str):
 -         db.session.query(WorkflowAppLog).where(WorkflowAppLog.id == workflow_app_log_id).delete(
 -             synchronize_session=False
 -         )
 - 
 -     _delete_records(
 -         """select id from workflow_app_logs where tenant_id=:tenant_id and app_id=:app_id limit 1000""",
 -         {"tenant_id": tenant_id, "app_id": app_id},
 -         del_workflow_app_log,
 -         "workflow app log",
 -     )
 - 
 - 
 - def _delete_app_conversations(tenant_id: str, app_id: str):
 -     def del_conversation(conversation_id: str):
 -         db.session.query(PinnedConversation).where(PinnedConversation.conversation_id == conversation_id).delete(
 -             synchronize_session=False
 -         )
 -         db.session.query(Conversation).where(Conversation.id == conversation_id).delete(synchronize_session=False)
 - 
 -     _delete_records(
 -         """select id from conversations where app_id=:app_id limit 1000""",
 -         {"app_id": app_id},
 -         del_conversation,
 -         "conversation",
 -     )
 - 
 - 
 - def _delete_conversation_variables(*, app_id: str):
 -     stmt = delete(ConversationVariable).where(ConversationVariable.app_id == app_id)
 -     with db.engine.connect() as conn:
 -         conn.execute(stmt)
 -         conn.commit()
 -         logging.info(click.style(f"Deleted conversation variables for app {app_id}", fg="green"))
 - 
 - 
 - def _delete_app_messages(tenant_id: str, app_id: str):
 -     def del_message(message_id: str):
 -         db.session.query(MessageFeedback).where(MessageFeedback.message_id == message_id).delete(
 -             synchronize_session=False
 -         )
 -         db.session.query(MessageAnnotation).where(MessageAnnotation.message_id == message_id).delete(
 -             synchronize_session=False
 -         )
 -         db.session.query(MessageChain).where(MessageChain.message_id == message_id).delete(synchronize_session=False)
 -         db.session.query(MessageAgentThought).where(MessageAgentThought.message_id == message_id).delete(
 -             synchronize_session=False
 -         )
 -         db.session.query(MessageFile).where(MessageFile.message_id == message_id).delete(synchronize_session=False)
 -         db.session.query(SavedMessage).where(SavedMessage.message_id == message_id).delete(synchronize_session=False)
 -         db.session.query(Message).where(Message.id == message_id).delete()
 - 
 -     _delete_records(
 -         """select id from messages where app_id=:app_id limit 1000""",
 -         {"app_id": app_id},
 -         del_message,
 -         "message",
 -     )
 - 
 - 
 - def _delete_workflow_tool_providers(tenant_id: str, app_id: str):
 -     def del_tool_provider(tool_provider_id: str):
 -         db.session.query(WorkflowToolProvider).where(WorkflowToolProvider.id == tool_provider_id).delete(
 -             synchronize_session=False
 -         )
 - 
 -     _delete_records(
 -         """select id from tool_workflow_providers where tenant_id=:tenant_id and app_id=:app_id limit 1000""",
 -         {"tenant_id": tenant_id, "app_id": app_id},
 -         del_tool_provider,
 -         "tool workflow provider",
 -     )
 - 
 - 
 - def _delete_app_tag_bindings(tenant_id: str, app_id: str):
 -     def del_tag_binding(tag_binding_id: str):
 -         db.session.query(TagBinding).where(TagBinding.id == tag_binding_id).delete(synchronize_session=False)
 - 
 -     _delete_records(
 -         """select id from tag_bindings where tenant_id=:tenant_id and target_id=:app_id limit 1000""",
 -         {"tenant_id": tenant_id, "app_id": app_id},
 -         del_tag_binding,
 -         "tag binding",
 -     )
 - 
 - 
 - def _delete_end_users(tenant_id: str, app_id: str):
 -     def del_end_user(end_user_id: str):
 -         db.session.query(EndUser).where(EndUser.id == end_user_id).delete(synchronize_session=False)
 - 
 -     _delete_records(
 -         """select id from end_users where tenant_id=:tenant_id and app_id=:app_id limit 1000""",
 -         {"tenant_id": tenant_id, "app_id": app_id},
 -         del_end_user,
 -         "end user",
 -     )
 - 
 - 
 - def _delete_trace_app_configs(tenant_id: str, app_id: str):
 -     def del_trace_app_config(trace_app_config_id: str):
 -         db.session.query(TraceAppConfig).where(TraceAppConfig.id == trace_app_config_id).delete(
 -             synchronize_session=False
 -         )
 - 
 -     _delete_records(
 -         """select id from trace_app_config where app_id=:app_id limit 1000""",
 -         {"app_id": app_id},
 -         del_trace_app_config,
 -         "trace app config",
 -     )
 - 
 - 
 - def _delete_draft_variables(app_id: str):
 -     """Delete all workflow draft variables for an app in batches."""
 -     return delete_draft_variables_batch(app_id, batch_size=1000)
 - 
 - 
 - def delete_draft_variables_batch(app_id: str, batch_size: int = 1000) -> int:
 -     """
 -     Delete draft variables for an app in batches.
 - 
 -     Args:
 -         app_id: The ID of the app whose draft variables should be deleted
 -         batch_size: Number of records to delete per batch
 - 
 -     Returns:
 -         Total number of records deleted
 -     """
 -     if batch_size <= 0:
 -         raise ValueError("batch_size must be positive")
 - 
 -     total_deleted = 0
 - 
 -     while True:
 -         with db.engine.begin() as conn:
 -             # Get a batch of draft variable IDs
 -             query_sql = """
 -                 SELECT id FROM workflow_draft_variables 
 -                 WHERE app_id = :app_id 
 -                 LIMIT :batch_size
 -             """
 -             result = conn.execute(sa.text(query_sql), {"app_id": app_id, "batch_size": batch_size})
 - 
 -             draft_var_ids = [row[0] for row in result]
 -             if not draft_var_ids:
 -                 break
 - 
 -             # Delete the batch
 -             delete_sql = """
 -                 DELETE FROM workflow_draft_variables 
 -                 WHERE id IN :ids
 -             """
 -             deleted_result = conn.execute(sa.text(delete_sql), {"ids": tuple(draft_var_ids)})
 -             batch_deleted = deleted_result.rowcount
 -             total_deleted += batch_deleted
 - 
 -             logging.info(click.style(f"Deleted {batch_deleted} draft variables (batch) for app {app_id}", fg="green"))
 - 
 -     logging.info(click.style(f"Deleted {total_deleted} total draft variables for app {app_id}", fg="green"))
 -     return total_deleted
 - 
 - 
 - def _delete_records(query_sql: str, params: dict, delete_func: Callable, name: str) -> None:
 -     while True:
 -         with db.engine.begin() as conn:
 -             rs = conn.execute(sa.text(query_sql), params)
 -             if rs.rowcount == 0:
 -                 break
 - 
 -             for i in rs:
 -                 record_id = str(i.id)
 -                 try:
 -                     delete_func(record_id)
 -                     db.session.commit()
 -                     logging.info(click.style(f"Deleted {name} {record_id}", fg="green"))
 -                 except Exception:
 -                     logging.exception("Error occurred while deleting %s %s", name, record_id)
 -                     continue
 -             rs.close()
 
 
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