[Frontend] Reapply "Factor out code for running uvicorn" (#7095)

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Cyrus Leung 2024-08-05 11:40:51 +08:00 committed by GitHub
parent 7b86e7c9cd
commit cc08fc7225
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3 changed files with 124 additions and 81 deletions

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@ -5,21 +5,23 @@ For production use, we recommend using our OpenAI compatible server.
We are also not going to accept PRs modifying this file, please
change `vllm/entrypoints/openai/api_server.py` instead.
"""
import asyncio
import json
import ssl
from typing import AsyncGenerator
from argparse import Namespace
from typing import Any, AsyncGenerator, Optional
import uvicorn
from fastapi import FastAPI, Request
from fastapi.responses import JSONResponse, Response, StreamingResponse
from vllm.engine.arg_utils import AsyncEngineArgs
from vllm.engine.async_llm_engine import AsyncLLMEngine
from vllm.entrypoints.launcher import serve_http
from vllm.logger import init_logger
from vllm.sampling_params import SamplingParams
from vllm.usage.usage_lib import UsageContext
from vllm.utils import FlexibleArgumentParser, random_uuid
from vllm.version import __version__ as VLLM_VERSION
logger = init_logger("vllm.entrypoints.api_server")
@ -81,6 +83,53 @@ async def generate(request: Request) -> Response:
return JSONResponse(ret)
def build_app(args: Namespace) -> FastAPI:
global app
app.root_path = args.root_path
return app
async def init_app(
args: Namespace,
llm_engine: Optional[AsyncLLMEngine] = None,
) -> FastAPI:
app = build_app(args)
global engine
engine_args = AsyncEngineArgs.from_cli_args(args)
engine = (llm_engine
if llm_engine is not None else AsyncLLMEngine.from_engine_args(
engine_args, usage_context=UsageContext.API_SERVER))
return app
async def run_server(args: Namespace,
llm_engine: Optional[AsyncLLMEngine] = None,
**uvicorn_kwargs: Any) -> None:
logger.info("vLLM API server version %s", VLLM_VERSION)
logger.info("args: %s", args)
app = await init_app(args, llm_engine)
shutdown_task = await serve_http(
app,
host=args.host,
port=args.port,
log_level=args.log_level,
timeout_keep_alive=TIMEOUT_KEEP_ALIVE,
ssl_keyfile=args.ssl_keyfile,
ssl_certfile=args.ssl_certfile,
ssl_ca_certs=args.ssl_ca_certs,
ssl_cert_reqs=args.ssl_cert_reqs,
**uvicorn_kwargs,
)
await shutdown_task
if __name__ == "__main__":
parser = FlexibleArgumentParser()
parser.add_argument("--host", type=str, default=None)
@ -105,25 +154,5 @@ if __name__ == "__main__":
parser.add_argument("--log-level", type=str, default="debug")
parser = AsyncEngineArgs.add_cli_args(parser)
args = parser.parse_args()
engine_args = AsyncEngineArgs.from_cli_args(args)
engine = AsyncLLMEngine.from_engine_args(
engine_args, usage_context=UsageContext.API_SERVER)
app.root_path = args.root_path
logger.info("Available routes are:")
for route in app.routes:
if not hasattr(route, 'methods'):
continue
methods = ', '.join(route.methods)
logger.info("Route: %s, Methods: %s", route.path, methods)
uvicorn.run(app,
host=args.host,
port=args.port,
log_level=args.log_level,
timeout_keep_alive=TIMEOUT_KEEP_ALIVE,
ssl_keyfile=args.ssl_keyfile,
ssl_certfile=args.ssl_certfile,
ssl_ca_certs=args.ssl_ca_certs,
ssl_cert_reqs=args.ssl_cert_reqs)
asyncio.run(run_server(args))

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@ -0,0 +1,46 @@
import asyncio
import signal
from typing import Any
import uvicorn
from fastapi import FastAPI
from vllm.logger import init_logger
logger = init_logger(__name__)
async def serve_http(app: FastAPI, **uvicorn_kwargs: Any):
logger.info("Available routes are:")
for route in app.routes:
methods = getattr(route, "methods", None)
path = getattr(route, "path", None)
if methods is None or path is None:
continue
logger.info("Route: %s, Methods: %s", path, ', '.join(methods))
config = uvicorn.Config(app, **uvicorn_kwargs)
server = uvicorn.Server(config)
loop = asyncio.get_running_loop()
server_task = loop.create_task(server.serve())
def signal_handler() -> None:
# prevents the uvicorn signal handler to exit early
server_task.cancel()
async def dummy_shutdown() -> None:
pass
loop.add_signal_handler(signal.SIGINT, signal_handler)
loop.add_signal_handler(signal.SIGTERM, signal_handler)
try:
await server_task
return dummy_shutdown()
except asyncio.CancelledError:
logger.info("Gracefully stopping http server")
return server.shutdown()

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@ -2,15 +2,13 @@ import asyncio
import importlib
import inspect
import re
import signal
from argparse import Namespace
from contextlib import asynccontextmanager
from http import HTTPStatus
from multiprocessing import Process
from typing import AsyncIterator, Set
import fastapi
import uvicorn
from fastapi import APIRouter, Request
from fastapi import APIRouter, FastAPI, Request
from fastapi.exceptions import RequestValidationError
from fastapi.middleware.cors import CORSMiddleware
from fastapi.responses import JSONResponse, Response, StreamingResponse
@ -22,6 +20,7 @@ from vllm.config import ModelConfig
from vllm.engine.arg_utils import AsyncEngineArgs
from vllm.engine.async_llm_engine import AsyncLLMEngine
from vllm.engine.protocol import AsyncEngineClient
from vllm.entrypoints.launcher import serve_http
from vllm.entrypoints.logger import RequestLogger
from vllm.entrypoints.openai.cli_args import make_arg_parser
# yapf conflicts with isort for this block
@ -71,7 +70,7 @@ def model_is_embedding(model_name: str) -> bool:
@asynccontextmanager
async def lifespan(app: fastapi.FastAPI):
async def lifespan(app: FastAPI):
async def _force_log():
while True:
@ -135,7 +134,7 @@ async def build_async_engine_client(args) -> AsyncIterator[AsyncEngineClient]:
router = APIRouter()
def mount_metrics(app: fastapi.FastAPI):
def mount_metrics(app: FastAPI):
# Add prometheus asgi middleware to route /metrics requests
metrics_route = Mount("/metrics", make_asgi_app())
# Workaround for 307 Redirect for /metrics
@ -225,8 +224,8 @@ async def create_embedding(request: EmbeddingRequest, raw_request: Request):
return JSONResponse(content=generator.model_dump())
def build_app(args):
app = fastapi.FastAPI(lifespan=lifespan)
def build_app(args: Namespace) -> FastAPI:
app = FastAPI(lifespan=lifespan)
app.include_router(router)
app.root_path = args.root_path
@ -274,11 +273,10 @@ def build_app(args):
return app
async def build_server(
async def init_app(
async_engine_client: AsyncEngineClient,
args,
**uvicorn_kwargs,
) -> uvicorn.Server:
args: Namespace,
) -> FastAPI:
app = build_app(args)
if args.served_model_name is not None:
@ -334,62 +332,31 @@ async def build_server(
)
app.root_path = args.root_path
logger.info("Available routes are:")
for route in app.routes:
if not hasattr(route, 'methods'):
continue
methods = ', '.join(route.methods)
logger.info("Route: %s, Methods: %s", route.path, methods)
config = uvicorn.Config(
app,
host=args.host,
port=args.port,
log_level=args.uvicorn_log_level,
timeout_keep_alive=TIMEOUT_KEEP_ALIVE,
ssl_keyfile=args.ssl_keyfile,
ssl_certfile=args.ssl_certfile,
ssl_ca_certs=args.ssl_ca_certs,
ssl_cert_reqs=args.ssl_cert_reqs,
**uvicorn_kwargs,
)
return uvicorn.Server(config)
return app
async def run_server(args, **uvicorn_kwargs) -> None:
logger.info("vLLM API server version %s", VLLM_VERSION)
logger.info("args: %s", args)
shutdown_task = None
async with build_async_engine_client(args) as async_engine_client:
app = await init_app(async_engine_client, args)
server = await build_server(
async_engine_client,
args,
shutdown_task = await serve_http(
app,
host=args.host,
port=args.port,
log_level=args.uvicorn_log_level,
timeout_keep_alive=TIMEOUT_KEEP_ALIVE,
ssl_keyfile=args.ssl_keyfile,
ssl_certfile=args.ssl_certfile,
ssl_ca_certs=args.ssl_ca_certs,
ssl_cert_reqs=args.ssl_cert_reqs,
**uvicorn_kwargs,
)
loop = asyncio.get_running_loop()
server_task = loop.create_task(server.serve())
def signal_handler() -> None:
# prevents the uvicorn signal handler to exit early
server_task.cancel()
loop.add_signal_handler(signal.SIGINT, signal_handler)
loop.add_signal_handler(signal.SIGTERM, signal_handler)
try:
await server_task
except asyncio.CancelledError:
logger.info("Gracefully stopping http server")
shutdown_task = server.shutdown()
if shutdown_task:
# NB: Await server shutdown only after the backend context is exited
await shutdown_task
# NB: Await server shutdown only after the backend context is exited
await shutdown_task
if __name__ == "__main__":
@ -399,4 +366,5 @@ if __name__ == "__main__":
description="vLLM OpenAI-Compatible RESTful API server.")
parser = make_arg_parser(parser)
args = parser.parse_args()
asyncio.run(run_server(args))