import json from datetime import datetime from extensions.ext_database import db from models.account import Account from models.model import App, ChatbotAppEngine from models.workflow import Workflow, WorkflowType from services.workflow.defaults import default_block_configs from services.workflow.workflow_converter import WorkflowConverter class WorkflowService: """ Workflow Service """ def get_draft_workflow(self, app_model: App) -> Workflow: """ Get draft workflow """ # fetch draft workflow by app_model workflow = db.session.query(Workflow).filter( Workflow.tenant_id == app_model.tenant_id, Workflow.app_id == app_model.id, Workflow.version == 'draft' ).first() # return draft workflow return workflow def sync_draft_workflow(self, app_model: App, graph: dict, account: Account) -> Workflow: """ Sync draft workflow """ # fetch draft workflow by app_model workflow = self.get_draft_workflow(app_model=app_model) # create draft workflow if not found if not workflow: workflow = Workflow( tenant_id=app_model.tenant_id, app_id=app_model.id, type=WorkflowType.from_app_mode(app_model.mode).value, version='draft', graph=json.dumps(graph), created_by=account.id ) db.session.add(workflow) # update draft workflow if found else: workflow.graph = json.dumps(graph) workflow.updated_by = account.id workflow.updated_at = datetime.utcnow() # commit db session changes db.session.commit() # return draft workflow return workflow def get_default_block_configs(self) -> dict: """ Get default block configs """ # return default block config return default_block_configs def chatbot_convert_to_workflow(self, app_model: App, account: Account) -> Workflow: """ basic mode of chatbot app to workflow :param app_model: App instance :param account: Account instance :return: """ # check if chatbot app is in basic mode if app_model.app_model_config.chatbot_app_engine != ChatbotAppEngine.NORMAL: raise ValueError('Chatbot app already in workflow mode') # convert to workflow mode workflow_converter = WorkflowConverter() workflow = workflow_converter.convert_to_workflow(app_model=app_model, account_id=account.id) return workflow