sglang0.4.5.post1/sgl-router/py_src/sglang_router/launch_server.py

203 lines
5.9 KiB
Python

import argparse
import copy
import logging
import multiprocessing as mp
import os
import random
import signal
import sys
import time
from typing import List
import requests
from setproctitle import setproctitle
from sglang_router.launch_router import RouterArgs, launch_router
from sglang.srt.entrypoints.http_server import launch_server
from sglang.srt.server_args import ServerArgs
from sglang.srt.utils import is_port_available
def setup_logger():
logger = logging.getLogger("router")
logger.setLevel(logging.INFO)
formatter = logging.Formatter(
"[Router (Python)] %(asctime)s - %(levelname)s - %(message)s - %(filename)s:%(lineno)d",
datefmt="%Y-%m-%d %H:%M:%S",
)
handler = logging.StreamHandler()
handler.setFormatter(formatter)
logger.addHandler(handler)
return logger
logger = setup_logger()
# Create new process group
def run_server(server_args, dp_rank):
"""
Note:
1. Without os.setpgrp(), all processes share the same PGID. When you press Ctrl+C, the terminal sends SIGINT to all processes in the group simultaneously.
This can cause leaf processes to terminate first, which messes up the cleaning order and produces orphaned processes.
Terminal (PGID=100)
└── Main Python Process (PGID=100)
└── Server Process 1 (PGID=100)
└── Scheduler 1
└── Detokenizer 1
└── Server Process 2 (PGID=100)
└── Scheduler 2
└── Detokenizer 2
2. With os.setpgrp(), the main Python process and its children are in a separate group. Now:
Terminal (PGID=100)
└── Main Python Process (PGID=200)
└── Server Process 1 (PGID=300)
└── Scheduler 1
└── Detokenizer 1
└── Server Process 2 (PGID=400)
└── Scheduler 2
└── Detokenizer 2
"""
# create new process group
os.setpgrp()
setproctitle("sglang::server")
# Set SGLANG_DP_RANK environment variable
os.environ["SGLANG_DP_RANK"] = str(dp_rank)
launch_server(server_args)
def launch_server_process(
server_args: ServerArgs, worker_port: int, dp_id: int
) -> mp.Process:
"""Launch a single server process with the given args and port."""
server_args = copy.deepcopy(server_args)
server_args.port = worker_port
server_args.base_gpu_id = dp_id * server_args.tp_size
server_args.dp_size = 1
proc = mp.Process(target=run_server, args=(server_args, dp_id))
proc.start()
return proc
def wait_for_server_health(host: str, port: int, timeout: int = 300) -> bool:
"""Wait for server to be healthy by checking /health endpoint."""
start_time = time.time()
url = f"http://{host}:{port}/health"
while time.time() - start_time < timeout:
try:
response = requests.get(url, timeout=5)
if response.status_code == 200:
return True
except requests.exceptions.RequestException:
pass
time.sleep(1)
return False
def find_available_ports(base_port: int, count: int) -> List[int]:
"""Find consecutive available ports starting from base_port."""
available_ports = []
current_port = base_port
while len(available_ports) < count:
if is_port_available(current_port):
available_ports.append(current_port)
current_port += random.randint(100, 1000)
return available_ports
def cleanup_processes(processes: List[mp.Process]):
for process in processes:
logger.info(f"Terminating process group {process.pid}")
try:
os.killpg(process.pid, signal.SIGTERM)
except ProcessLookupError:
# Process group may already be terminated
pass
# Wait for processes to terminate
for process in processes:
process.join(timeout=5)
if process.is_alive():
logger.warning(
f"Process {process.pid} did not terminate gracefully, forcing kill"
)
try:
os.killpg(process.pid, signal.SIGKILL)
except ProcessLookupError:
pass
logger.info("All process groups terminated")
def main():
# CUDA runtime isn't fork-safe, which can lead to subtle bugs or crashes
mp.set_start_method("spawn")
parser = argparse.ArgumentParser(
description="Launch SGLang router and server processes"
)
ServerArgs.add_cli_args(parser)
RouterArgs.add_cli_args(parser, use_router_prefix=True, exclude_host_port=True)
parser.add_argument(
"--router-dp-worker-base-port",
type=int,
default=31000,
help="Base port number for data parallel workers",
)
args = parser.parse_args()
server_args = ServerArgs.from_cli_args(args)
router_args = RouterArgs.from_cli_args(args, use_router_prefix=True)
# Find available ports for workers
worker_ports = find_available_ports(
args.router_dp_worker_base_port, server_args.dp_size
)
# Start server processes
server_processes = []
for i, worker_port in enumerate(worker_ports):
logger.info(f"Launching DP server process {i} on port {worker_port}")
proc = launch_server_process(server_args, worker_port, i)
server_processes.append(proc)
signal.signal(signal.SIGINT, lambda sig, frame: cleanup_processes(server_processes))
signal.signal(
signal.SIGTERM, lambda sig, frame: cleanup_processes(server_processes)
)
signal.signal(
signal.SIGQUIT, lambda sig, frame: cleanup_processes(server_processes)
)
# Update router args with worker URLs
router_args.worker_urls = [
f"http://{server_args.host}:{port}" for port in worker_ports
]
# Start the router
try:
launch_router(router_args)
except Exception as e:
logger.error(f"Failed to start router: {e}")
cleanup_processes(server_processes)
sys.exit(1)
if __name__ == "__main__":
main()