import json from datetime import datetime from typing import Optional from extensions.ext_database import db from models.account import Account from models.model import App, AppMode 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 publish_draft_workflow(self, app_model: App, account: Account, draft_workflow: Optional[Workflow] = None) -> Workflow: """ Publish draft workflow :param app_model: App instance :param account: Account instance :param draft_workflow: Workflow instance """ if not draft_workflow: # fetch draft workflow by app_model draft_workflow = self.get_draft_workflow(app_model=app_model) if not draft_workflow: raise ValueError('No valid workflow found.') # create new workflow workflow = Workflow( tenant_id=app_model.tenant_id, app_id=app_model.id, type=draft_workflow.type, version=str(datetime.utcnow()), graph=draft_workflow.graph, created_by=account.id ) # commit db session changes db.session.add(workflow) db.session.commit() # return new workflow return workflow def get_default_block_configs(self) -> dict: """ Get default block configs """ # return default block config return default_block_configs def convert_to_workflow(self, app_model: App, account: Account) -> App: """ Basic mode of chatbot app(expert mode) to workflow Completion App to Workflow App :param app_model: App instance :param account: Account instance :return: """ # chatbot convert to workflow mode workflow_converter = WorkflowConverter() if app_model.mode not in [AppMode.CHAT.value, AppMode.COMPLETION.value]: raise ValueError(f'Current App mode: {app_model.mode} is not supported convert to workflow.') # convert to workflow new_app = workflow_converter.convert_to_workflow( app_model=app_model, account=account ) return new_app