// SPDX-FileCopyrightText: Copyright (c) 2024-2025 NVIDIA CORPORATION & AFFILIATES. All rights reserved. // SPDX-License-Identifier: Apache-2.0 // // Licensed under the Apache License, Version 2.0 (the "License"); // you may not use this file except in compliance with the License. // You may obtain a copy of the License at // // http://www.apache.org/licenses/LICENSE-2.0 // // Unless required by applicable law or agreed to in writing, software // distributed under the License is distributed on an "AS IS" BASIS, // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. // See the License for the specific language governing permissions and // limitations under the License. use pyo3::{types::IntoPyDict, Python}; use std::path::Path; const PY_START_ENGINE: &std::ffi::CStr = cr#" import multiprocessing import signal from vllm.engine.multiprocessing.engine import run_mp_engine from vllm.engine.arg_utils import AsyncEngineArgs from vllm.usage.usage_lib import UsageContext engine_args = AsyncEngineArgs(model=f"{model_path}", served_model_name=None, tokenizer=f"{tokenizer_path}", task='generate', tokenizer_mode='auto', seed=0, max_model_len=8192, max_seq_len_to_capture=8192) ipc_path = f"ipc:///tmp/{socket_id}"; engine_alive = multiprocessing.Value('b', True, lock=False) run_mp_engine(engine_args, UsageContext.OPENAI_API_SERVER, ipc_path, engine_alive) "#; /// Start the Python vllm engine that listens on zmq socket /// This is called by running ` --internal-vllm-process /// This does not return until vllm exits. pub fn run_subprocess( socket_id: &str, model_card_path: &Path, model_path: &Path, ) -> anyhow::Result<()> { pyo3::prepare_freethreaded_python(); // or enable feature "auto-initialize" let card = model_card_path.display().to_string(); let model_path_str = model_path.display().to_string(); Python::with_gil(|py| { let locals = [ ("socket_id", socket_id), ("tokenizer_path", card.as_str()), ("model_path", model_path_str.as_str()), ] .into_py_dict(py) .unwrap(); if let Err(err) = py.run(PY_START_ENGINE, None, Some(&locals)) { anyhow::bail!("vllm engine run error: {err}"); } tracing::info!("vllm subprocess exit"); Ok(()) }) }