Files
sglang/rust/py_src/sglang_router/launch_server.py
2024-11-27 09:36:36 -08:00

201 lines
5.8 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 sglang_router.launch_router import RouterArgs, launch_router
from sglang.srt.server import launch_server
from sglang.srt.server_args import ServerArgs
from sglang.srt.utils import is_port_available
from sglang.utils import get_exception_traceback
def setup_logger():
logger = logging.getLogger("router")
logger.setLevel(logging.INFO)
formatter = logging.Formatter(
"[Router (Python)] %(asctime)s - %(levelname)s - %(message)s",
datefmt="%Y-%m-%d %H:%M:%S",
)
handler = logging.StreamHandler()
handler.setFormatter(formatter)
logger.addHandler(handler)
return logger
# Create new process group
def run_server(server_args, dp_rank):
os.setpgrp() # Create new process group
# 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 cleanup_processes(processes: List[mp.Process]):
logger = logging.getLogger("router")
logger.info("Cleaning up processes...")
for proc in processes:
if proc.is_alive():
try:
os.killpg(os.getpgid(proc.pid), signal.SIGTERM)
proc.join(timeout=3)
if proc.is_alive():
logger.warning(
f"Process {proc.pid} did not terminate gracefully, force killing..."
)
os.killpg(os.getpgid(proc.pid), signal.SIGKILL)
except ProcessLookupError:
pass
def setup_signal_handlers(cleanup_func):
"""Setup handlers for various termination signals."""
def signal_handler(signum, frame):
cleanup_func()
sys.exit(1)
signal.signal(signal.SIGTERM, signal_handler)
signal.signal(signal.SIGINT, signal_handler)
if hasattr(signal, "SIGQUIT"):
signal.signal(signal.SIGQUIT, signal_handler)
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 main():
logger = setup_logger()
# 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 = []
try:
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)
# Setup cleanup handler
setup_signal_handlers(lambda: cleanup_processes(server_processes))
# Wait for all servers to be healthy
all_healthy = True
for port in worker_ports:
if not wait_for_server_health(server_args.host, port):
logger.error(f"Server on port {port} failed to become healthy")
all_healthy = False
break
if not all_healthy:
logger.error("Not all servers are healthy. Shutting down...")
cleanup_processes(server_processes)
sys.exit(1)
logger.info("All servers are healthy. Starting router...")
# Update router args with worker URLs
router_args.worker_urls = [
f"http://{server_args.host}:{port}" for port in worker_ports
]
# Start the router
router = launch_router(router_args)
if router is None:
logger.error("Failed to start router. Shutting down...")
cleanup_processes(server_processes)
sys.exit(1)
except KeyboardInterrupt:
logger.info("Received shutdown signal...")
except Exception as e:
logger.error(f"Error occurred: {e}")
logger.error(get_exception_traceback())
finally:
logger.info("Cleaning up processes...")
cleanup_processes(server_processes)
if __name__ == "__main__":
main()