"""POST /openapi/v1/apps//workflows/run — port of service_api/app/workflow.py:WorkflowRunApi.""" from __future__ import annotations import logging from collections.abc import Mapping from typing import Any, Literal from flask import request from flask_restx import Resource from pydantic import BaseModel, ValidationError from werkzeug.exceptions import BadRequest, InternalServerError, NotFound from controllers.common.controller_schemas import WorkflowRunPayload as WorkflowRunPayloadBase from controllers.openapi import openapi_ns from controllers.openapi._audit import emit_app_run from controllers.openapi.auth.composition import OAUTH_BEARER_PIPELINE from controllers.service_api.app.error import ( CompletionRequestError, NotWorkflowAppError, ProviderModelCurrentlyNotSupportError, ProviderNotInitializeError, ProviderQuotaExceededError, ) from controllers.web.error import InvokeRateLimitError as InvokeRateLimitHttpError from core.app.entities.app_invoke_entities import InvokeFrom from core.errors.error import ( ModelCurrentlyNotSupportError, ProviderTokenNotInitError, QuotaExceededError, ) from graphon.model_runtime.errors.invoke import InvokeError from libs import helper from libs.oauth_bearer import Scope from models.model import App, AppMode from services.app_generate_service import AppGenerateService from services.errors.app import ( IsDraftWorkflowError, WorkflowIdFormatError, WorkflowNotFoundError, ) from services.errors.llm import InvokeRateLimitError logger = logging.getLogger(__name__) class WorkflowRunRequest(WorkflowRunPayloadBase): response_mode: Literal["blocking", "streaming"] | None = None class WorkflowRunData(BaseModel): id: str workflow_id: str status: str outputs: dict[str, Any] = {} error: str | None = None elapsed_time: float | None = None total_tokens: int | None = None total_steps: int | None = None created_at: int | None = None finished_at: int | None = None class WorkflowRunResponse(BaseModel): workflow_run_id: str task_id: str data: WorkflowRunData def _unpack_app(app_model): return app_model def _unpack_caller(caller): return caller @openapi_ns.route("/apps//workflows/run") class WorkflowRunApi(Resource): @OAUTH_BEARER_PIPELINE.guard(scope=Scope.APPS_RUN) def post(self, app_id: str, app_model: App, caller, caller_kind: str): app = _unpack_app(app_model) if AppMode.value_of(app.mode) != AppMode.WORKFLOW: raise NotWorkflowAppError() body = request.get_json(silent=True) or {} body.pop("user", None) try: payload = WorkflowRunRequest.model_validate(body) except ValidationError as exc: raise BadRequest(str(exc)) args = payload.model_dump(exclude_none=True) streaming = payload.response_mode == "streaming" try: response = AppGenerateService.generate( app_model=app, user=_unpack_caller(caller), args=args, invoke_from=InvokeFrom.OPENAPI, streaming=streaming, ) except WorkflowNotFoundError as ex: raise NotFound(str(ex)) except (IsDraftWorkflowError, WorkflowIdFormatError) as ex: raise BadRequest(str(ex)) except ProviderTokenNotInitError as ex: raise ProviderNotInitializeError(ex.description) except QuotaExceededError: raise ProviderQuotaExceededError() except ModelCurrentlyNotSupportError: raise ProviderModelCurrentlyNotSupportError() except InvokeRateLimitError as ex: raise InvokeRateLimitHttpError(ex.description) except InvokeError as e: raise CompletionRequestError(e.description) except ValueError: raise except Exception: logger.exception("internal server error.") raise InternalServerError() emit_app_run( app_id=app.id, tenant_id=app.tenant_id, caller_kind=caller_kind, mode=str(app.mode), ) if streaming: return helper.compact_generate_response(response) if isinstance(response, tuple): body_dict: Any = response[0] # pyright: ignore[reportArgumentType] else: body_dict = response if not isinstance(body_dict, Mapping): raise InternalServerError("blocking generate returned non-mapping response") return WorkflowRunResponse.model_validate(dict(body_dict)).model_dump(mode="json"), 200