201 lines
5.8 KiB
Python
201 lines
5.8 KiB
Python
import argparse
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import copy
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import logging
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import multiprocessing as mp
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import os
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import random
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import signal
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import sys
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import time
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from typing import List
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import requests
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from sglang_router.launch_router import RouterArgs, launch_router
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from sglang.srt.server import launch_server
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from sglang.srt.server_args import ServerArgs
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from sglang.srt.utils import is_port_available
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from sglang.utils import get_exception_traceback
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def setup_logger():
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logger = logging.getLogger("router")
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logger.setLevel(logging.INFO)
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formatter = logging.Formatter(
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"[Router (Python)] %(asctime)s - %(levelname)s - %(message)s",
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datefmt="%Y-%m-%d %H:%M:%S",
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)
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handler = logging.StreamHandler()
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handler.setFormatter(formatter)
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logger.addHandler(handler)
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return logger
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# Create new process group
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def run_server(server_args, dp_rank):
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os.setpgrp() # Create new process group
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# Set SGLANG_DP_RANK environment variable
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os.environ["SGLANG_DP_RANK"] = str(dp_rank)
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launch_server(server_args)
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def launch_server_process(
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server_args: ServerArgs, worker_port: int, dp_id: int
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) -> mp.Process:
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"""Launch a single server process with the given args and port."""
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server_args = copy.deepcopy(server_args)
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server_args.port = worker_port
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server_args.base_gpu_id = dp_id * server_args.tp_size
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server_args.dp_size = 1
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proc = mp.Process(target=run_server, args=(server_args, dp_id))
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proc.start()
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return proc
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def cleanup_processes(processes: List[mp.Process]):
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logger = logging.getLogger("router")
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logger.info("Cleaning up processes...")
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for proc in processes:
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if proc.is_alive():
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try:
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os.killpg(os.getpgid(proc.pid), signal.SIGTERM)
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proc.join(timeout=3)
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if proc.is_alive():
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logger.warning(
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f"Process {proc.pid} did not terminate gracefully, force killing..."
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)
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os.killpg(os.getpgid(proc.pid), signal.SIGKILL)
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except ProcessLookupError:
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pass
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def setup_signal_handlers(cleanup_func):
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"""Setup handlers for various termination signals."""
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def signal_handler(signum, frame):
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cleanup_func()
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sys.exit(1)
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signal.signal(signal.SIGTERM, signal_handler)
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signal.signal(signal.SIGINT, signal_handler)
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if hasattr(signal, "SIGQUIT"):
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signal.signal(signal.SIGQUIT, signal_handler)
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def wait_for_server_health(host: str, port: int, timeout: int = 300) -> bool:
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"""Wait for server to be healthy by checking /health endpoint."""
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start_time = time.time()
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url = f"http://{host}:{port}/health"
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while time.time() - start_time < timeout:
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try:
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response = requests.get(url, timeout=5)
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if response.status_code == 200:
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return True
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except requests.exceptions.RequestException:
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pass
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time.sleep(1)
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return False
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def find_available_ports(base_port: int, count: int) -> List[int]:
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"""Find consecutive available ports starting from base_port."""
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available_ports = []
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current_port = base_port
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while len(available_ports) < count:
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if is_port_available(current_port):
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available_ports.append(current_port)
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current_port += random.randint(100, 1000)
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return available_ports
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def main():
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logger = setup_logger()
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# CUDA runtime isn't fork-safe, which can lead to subtle bugs or crashes
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mp.set_start_method("spawn")
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parser = argparse.ArgumentParser(
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description="Launch SGLang router and server processes"
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)
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ServerArgs.add_cli_args(parser)
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RouterArgs.add_cli_args(parser, use_router_prefix=True, exclude_host_port=True)
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parser.add_argument(
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"--router-dp-worker-base-port",
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type=int,
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default=31000,
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help="Base port number for data parallel workers",
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)
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args = parser.parse_args()
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server_args = ServerArgs.from_cli_args(args)
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router_args = RouterArgs.from_cli_args(args, use_router_prefix=True)
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# Find available ports for workers
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worker_ports = find_available_ports(
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args.router_dp_worker_base_port, server_args.dp_size
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)
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# Start server processes
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server_processes = []
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try:
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for i, worker_port in enumerate(worker_ports):
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logger.info(f"Launching DP server process {i} on port {worker_port}")
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proc = launch_server_process(server_args, worker_port, i)
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server_processes.append(proc)
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# Setup cleanup handler
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setup_signal_handlers(lambda: cleanup_processes(server_processes))
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# Wait for all servers to be healthy
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all_healthy = True
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for port in worker_ports:
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if not wait_for_server_health(server_args.host, port):
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logger.error(f"Server on port {port} failed to become healthy")
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all_healthy = False
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break
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if not all_healthy:
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logger.error("Not all servers are healthy. Shutting down...")
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cleanup_processes(server_processes)
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sys.exit(1)
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logger.info("All servers are healthy. Starting router...")
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# Update router args with worker URLs
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router_args.worker_urls = [
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f"http://{server_args.host}:{port}" for port in worker_ports
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]
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# Start the router
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router = launch_router(router_args)
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if router is None:
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logger.error("Failed to start router. Shutting down...")
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cleanup_processes(server_processes)
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sys.exit(1)
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except KeyboardInterrupt:
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logger.info("Received shutdown signal...")
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except Exception as e:
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logger.error(f"Error occurred: {e}")
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logger.error(get_exception_traceback())
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finally:
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logger.info("Cleaning up processes...")
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cleanup_processes(server_processes)
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if __name__ == "__main__":
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main()
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