| 1234567891011121314151617181920212223242526272829303132333435363738394041424344454647484950515253545556575859606162636465666768697071727374757677 | import loggingfrom flask_restful import reqparsefrom werkzeug.exceptions import InternalServerErrorfrom controllers.web import apifrom controllers.web.error import (    CompletionRequestError,    NotWorkflowAppError,    ProviderModelCurrentlyNotSupportError,    ProviderNotInitializeError,    ProviderQuotaExceededError,)from controllers.web.wraps import WebApiResourcefrom core.app.apps.base_app_queue_manager import AppQueueManagerfrom core.app.entities.app_invoke_entities import InvokeFromfrom core.errors.error import ModelCurrentlyNotSupportError, ProviderTokenNotInitError, QuotaExceededErrorfrom core.model_runtime.errors.invoke import InvokeErrorfrom libs import helperfrom models.model import App, AppMode, EndUserfrom services.app_generate_service import AppGenerateServicelogger = logging.getLogger(__name__)class WorkflowRunApi(WebApiResource):    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")        args = parser.parse_args()        try:            response = AppGenerateService.generate(                app_model=app_model, user=end_user, args=args, invoke_from=InvokeFrom.WEB_APP, streaming=True            )            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(WebApiResource):    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.WEB_APP, end_user.id)        return {"result": "success"}api.add_resource(WorkflowRunApi, "/workflows/run")api.add_resource(WorkflowTaskStopApi, "/workflows/tasks/<string:task_id>/stop")
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