# SPDX-License-Identifier: Apache-2.0 # SPDX-FileCopyrightText: Copyright contributors to the vLLM project from http import HTTPStatus from fastapi import APIRouter, Depends, HTTPException, Request from starlette.responses import JSONResponse from typing_extensions import assert_never from vllm.entrypoints.openai.protocol import ErrorResponse from vllm.entrypoints.openai.utils import validate_json_request from vllm.entrypoints.pooling.classify.protocol import ( ClassificationRequest, ClassificationResponse, ) from vllm.entrypoints.pooling.classify.serving import ServingClassification from vllm.entrypoints.utils import load_aware_call, with_cancellation router = APIRouter() def classify(request: Request) -> ServingClassification | None: return request.app.state.openai_serving_classification @router.post("/classify", dependencies=[Depends(validate_json_request)]) @with_cancellation @load_aware_call async def create_classify(request: ClassificationRequest, raw_request: Request): handler = classify(raw_request) if handler is None: base_server = raw_request.app.state.openai_serving_tokenization return base_server.create_error_response( message="The model does not support Classification API" ) try: generator = await handler.create_classify(request, raw_request) except Exception as e: raise HTTPException( status_code=HTTPStatus.INTERNAL_SERVER_ERROR.value, detail=str(e) ) from e if isinstance(generator, ErrorResponse): return JSONResponse( content=generator.model_dump(), status_code=generator.error.code ) elif isinstance(generator, ClassificationResponse): return JSONResponse(content=generator.model_dump()) assert_never(generator)