# SPDX-FileCopyrightText: Copyright (c) 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. import argparse import asyncio import uvloop from triton_distributed.runtime import DistributedRuntime, triton_worker from .protocol import Request @triton_worker() async def worker( runtime: DistributedRuntime, component: str, prompt: str, max_tokens: int, temperature: float, ): """ Instantiate a `backend` client and call the `generate` endpoint """ # get endpoint endpoint = ( runtime.namespace("triton-init").component(component).endpoint("generate") ) # create client client = await endpoint.client() # issue request tasks = [] for _ in range(1): tasks.append( client.generate( Request( prompt=prompt, sampling_params={ "temperature": temperature, "max_tokens": max_tokens, }, ).model_dump_json() ) ) streams = await asyncio.gather(*tasks) # process response for stream in streams: async for resp in stream: print(resp) if __name__ == "__main__": uvloop.install() parser = argparse.ArgumentParser() parser.add_argument("--prompt", type=str, default="what is the capital of france?") parser.add_argument("--component", type=str, default="vllm") parser.add_argument("--max-tokens", type=int, default=10) parser.add_argument("--temperature", type=float, default=0.5) args = parser.parse_args() asyncio.run(worker(args.component, args.prompt, args.max_tokens, args.temperature))