import logging from flask_restful import Resource, reqparse from werkzeug.exceptions import InternalServerError from controllers.service_api import api from controllers.service_api.app.error import ( CompletionRequestError, NotWorkflowAppError, ProviderModelCurrentlyNotSupportError, ProviderNotInitializeError, ProviderQuotaExceededError, ) from controllers.service_api.wraps import FetchUserArg, WhereisUserArg, validate_app_token from core.app.apps.base_app_queue_manager import AppQueueManager from core.app.entities.app_invoke_entities import InvokeFrom from core.errors.error import ModelCurrentlyNotSupportError, ProviderTokenNotInitError, QuotaExceededError from core.model_runtime.errors.invoke import InvokeError from libs import helper from models.model import App, AppMode, EndUser from services.app_generate_service import AppGenerateService logger = logging.getLogger(__name__) class WorkflowRunApi(Resource): @validate_app_token(fetch_user_arg=FetchUserArg(fetch_from=WhereisUserArg.JSON, required=True)) def post(self, app_model: App, end_user: EndUser): """ Run workflow """ app_mode = AppMode.value_of(app_model.mode) if app_mode != AppMode.WORKFLOW: raise NotWorkflowAppError() parser = reqparse.RequestParser() parser.add_argument('inputs', type=dict, required=True, nullable=False, location='json') parser.add_argument('files', type=list, required=False, location='json') parser.add_argument('response_mode', type=str, choices=['blocking', 'streaming'], location='json') args = parser.parse_args() streaming = args.get('response_mode') == 'streaming' try: response = AppGenerateService.generate( app_model=app_model, user=end_user, args=args, invoke_from=InvokeFrom.SERVICE_API, streaming=streaming ) return helper.compact_generate_response(response) except ProviderTokenNotInitError as ex: raise ProviderNotInitializeError(ex.description) except QuotaExceededError: raise ProviderQuotaExceededError() except ModelCurrentlyNotSupportError: raise ProviderModelCurrentlyNotSupportError() except InvokeError as e: raise CompletionRequestError(e.description) except ValueError as e: raise e except Exception as e: logging.exception("internal server error.") raise InternalServerError() class WorkflowTaskStopApi(Resource): @validate_app_token(fetch_user_arg=FetchUserArg(fetch_from=WhereisUserArg.JSON, required=True)) def post(self, app_model: App, end_user: EndUser, task_id: str): """ Stop workflow task """ app_mode = AppMode.value_of(app_model.mode) if app_mode != AppMode.WORKFLOW: raise NotWorkflowAppError() AppQueueManager.set_stop_flag(task_id, InvokeFrom.SERVICE_API, end_user.id) return { "result": "success" } api.add_resource(WorkflowRunApi, '/workflows/run') api.add_resource(WorkflowTaskStopApi, '/workflows/tasks//stop')