import logging import time from collections.abc import Callable import click from celery import shared_task from sqlalchemy import delete from sqlalchemy.exc import SQLAlchemyError from extensions.ext_database import db from models.dataset import AppDatasetJoin from models.model import ( ApiToken, AppAnnotationHitHistory, AppAnnotationSetting, 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, WorkflowNodeExecution, WorkflowRun @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_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) 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).filter(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).filter(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_api_tokens(tenant_id: str, app_id: str): def del_api_token(api_token_id: str): db.session.query(ApiToken).filter(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).filter(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).filter(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).filter( 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).filter(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).filter(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).filter(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): def del_workflow_run(workflow_run_id: str): db.session.query(WorkflowRun).filter(WorkflowRun.id == workflow_run_id).delete(synchronize_session=False) _delete_records( """select id from workflow_runs where tenant_id=:tenant_id and app_id=:app_id limit 1000""", {"tenant_id": tenant_id, "app_id": app_id}, del_workflow_run, "workflow run", ) def _delete_app_workflow_node_executions(tenant_id: str, app_id: str): def del_workflow_node_execution(workflow_node_execution_id: str): db.session.query(WorkflowNodeExecution).filter(WorkflowNodeExecution.id == workflow_node_execution_id).delete( synchronize_session=False ) _delete_records( """select id from workflow_node_executions where tenant_id=:tenant_id and app_id=:app_id limit 1000""", {"tenant_id": tenant_id, "app_id": app_id}, del_workflow_node_execution, "workflow node execution", ) 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).filter(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).filter(PinnedConversation.conversation_id == conversation_id).delete( synchronize_session=False ) db.session.query(Conversation).filter(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).filter(MessageFeedback.message_id == message_id).delete( synchronize_session=False ) db.session.query(MessageAnnotation).filter(MessageAnnotation.message_id == message_id).delete( synchronize_session=False ) db.session.query(MessageChain).filter(MessageChain.message_id == message_id).delete(synchronize_session=False) db.session.query(MessageAgentThought).filter(MessageAgentThought.message_id == message_id).delete( synchronize_session=False ) db.session.query(MessageFile).filter(MessageFile.message_id == message_id).delete(synchronize_session=False) db.session.query(SavedMessage).filter(SavedMessage.message_id == message_id).delete(synchronize_session=False) db.session.query(Message).filter(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).filter(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).filter(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).filter(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).filter(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_records(query_sql: str, params: dict, delete_func: Callable, name: str) -> None: while True: with db.engine.begin() as conn: rs = conn.execute(db.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(f"Error occurred while deleting {name} {record_id}") continue rs.close()