# SPDX-License-Identifier: Apache-2.0 # SPDX-FileCopyrightText: Copyright contributors to the vLLM project import contextlib import ipaddress import os import socket import sys import warnings from collections.abc import ( Iterator, Sequence, ) from typing import Any from urllib.parse import urlparse from uuid import uuid4 import psutil import zmq import zmq.asyncio import vllm.envs as envs from vllm.logger import init_logger logger = init_logger(__name__) def close_sockets(sockets: Sequence[zmq.Socket | zmq.asyncio.Socket]): for sock in sockets: if sock is not None: sock.close(linger=0) def get_ip() -> str: host_ip = envs.VLLM_HOST_IP if "HOST_IP" in os.environ and "VLLM_HOST_IP" not in os.environ: logger.warning( "The environment variable HOST_IP is deprecated and ignored, as" " it is often used by Docker and other software to" " interact with the container's network stack. Please " "use VLLM_HOST_IP instead to set the IP address for vLLM processes" " to communicate with each other." ) if host_ip: return host_ip # IP is not set, try to get it from the network interface # try ipv4 try: with socket.socket(socket.AF_INET, socket.SOCK_DGRAM) as s: s.connect(("8.8.8.8", 80)) # Doesn't need to be reachable return s.getsockname()[0] except Exception: pass # try ipv6 try: with socket.socket(socket.AF_INET6, socket.SOCK_DGRAM) as s: # Google's public DNS server, see # https://developers.google.com/speed/public-dns/docs/using#addresses s.connect(("2001:4860:4860::8888", 80)) # Doesn't need to be reachable return s.getsockname()[0] except Exception: pass warnings.warn( "Failed to get the IP address, using 0.0.0.0 by default." "The value can be set by the environment variable" " VLLM_HOST_IP or HOST_IP.", stacklevel=2, ) return "0.0.0.0" def test_loopback_bind(address: str, family: int) -> bool: try: s = socket.socket(family, socket.SOCK_DGRAM) s.bind((address, 0)) # Port 0 = auto assign s.close() return True except OSError: return False def get_loopback_ip() -> str: loopback_ip = envs.VLLM_LOOPBACK_IP if loopback_ip: return loopback_ip # VLLM_LOOPBACK_IP is not set, try to get it based on network interface if test_loopback_bind("127.0.0.1", socket.AF_INET): return "127.0.0.1" elif test_loopback_bind("::1", socket.AF_INET6): return "::1" else: raise RuntimeError( "Neither 127.0.0.1 nor ::1 are bound to a local interface. " "Set the VLLM_LOOPBACK_IP environment variable explicitly." ) def is_valid_ipv6_address(address: str) -> bool: try: ipaddress.IPv6Address(address) return True except ValueError: return False def split_host_port(host_port: str) -> tuple[str, int]: # ipv6 if host_port.startswith("["): host, port = host_port.rsplit("]", 1) host = host[1:] port = port.split(":")[1] return host, int(port) else: host, port = host_port.split(":") return host, int(port) def join_host_port(host: str, port: int) -> str: if is_valid_ipv6_address(host): return f"[{host}]:{port}" else: return f"{host}:{port}" def get_distributed_init_method(ip: str, port: int) -> str: return get_tcp_uri(ip, port) def get_tcp_uri(ip: str, port: int) -> str: if is_valid_ipv6_address(ip): return f"tcp://[{ip}]:{port}" else: return f"tcp://{ip}:{port}" def get_open_zmq_ipc_path() -> str: base_rpc_path = envs.VLLM_RPC_BASE_PATH return f"ipc://{base_rpc_path}/{uuid4()}" def get_open_zmq_inproc_path() -> str: return f"inproc://{uuid4()}" def get_open_port() -> int: """ Get an open port for the vLLM process to listen on. An edge case to handle, is when we run data parallel, we need to avoid ports that are potentially used by the data parallel master process. Right now we reserve 10 ports for the data parallel master process. Currently it uses 2 ports. """ if "VLLM_DP_MASTER_PORT" in os.environ: dp_master_port = envs.VLLM_DP_MASTER_PORT reserved_port_range = range(dp_master_port, dp_master_port + 10) while True: candidate_port = _get_open_port() if candidate_port not in reserved_port_range: return candidate_port return _get_open_port() def get_open_ports_list(count: int = 5) -> list[int]: """Get a list of open ports.""" ports = set[int]() while len(ports) < count: ports.add(get_open_port()) return list(ports) def _get_open_port() -> int: port = envs.VLLM_PORT if port is not None: while True: try: with socket.socket(socket.AF_INET, socket.SOCK_STREAM) as s: s.bind(("", port)) return port except OSError: port += 1 # Increment port number if already in use logger.info("Port %d is already in use, trying port %d", port - 1, port) # try ipv4 try: with socket.socket(socket.AF_INET, socket.SOCK_STREAM) as s: s.bind(("", 0)) return s.getsockname()[1] except OSError: # try ipv6 with socket.socket(socket.AF_INET6, socket.SOCK_STREAM) as s: s.bind(("", 0)) return s.getsockname()[1] def find_process_using_port(port: int) -> psutil.Process | None: # TODO: We can not check for running processes with network # port on macOS. Therefore, we can not have a full graceful shutdown # of vLLM. For now, let's not look for processes in this case. # Ref: https://www.florianreinhard.de/accessdenied-in-psutil/ if sys.platform.startswith("darwin"): return None our_pid = os.getpid() for conn in psutil.net_connections(): if conn.laddr.port == port and (conn.pid is not None and conn.pid != our_pid): try: return psutil.Process(conn.pid) except psutil.NoSuchProcess: return None return None def split_zmq_path(path: str) -> tuple[str, str, str]: """Split a zmq path into its parts.""" parsed = urlparse(path) if not parsed.scheme: raise ValueError(f"Invalid zmq path: {path}") scheme = parsed.scheme host = parsed.hostname or "" port = str(parsed.port or "") if scheme == "tcp" and not all((host, port)): # The host and port fields are required for tcp raise ValueError(f"Invalid zmq path: {path}") if scheme != "tcp" and port: # port only makes sense with tcp raise ValueError(f"Invalid zmq path: {path}") return scheme, host, port def make_zmq_path(scheme: str, host: str, port: int | None = None) -> str: """Make a ZMQ path from its parts. Args: scheme: The ZMQ transport scheme (e.g. tcp, ipc, inproc). host: The host - can be an IPv4 address, IPv6 address, or hostname. port: Optional port number, only used for TCP sockets. Returns: A properly formatted ZMQ path string. """ if port is None: return f"{scheme}://{host}" if is_valid_ipv6_address(host): return f"{scheme}://[{host}]:{port}" return f"{scheme}://{host}:{port}" # Adapted from: https://github.com/sgl-project/sglang/blob/v0.4.1/python/sglang/srt/utils.py#L783 # noqa: E501 def make_zmq_socket( ctx: zmq.asyncio.Context | zmq.Context, # type: ignore[name-defined] path: str, socket_type: Any, bind: bool | None = None, identity: bytes | None = None, linger: int | None = None, ) -> zmq.Socket | zmq.asyncio.Socket: # type: ignore[name-defined] """Make a ZMQ socket with the proper bind/connect semantics.""" mem = psutil.virtual_memory() socket = ctx.socket(socket_type) # Calculate buffer size based on system memory total_mem = mem.total / 1024**3 available_mem = mem.available / 1024**3 # For systems with substantial memory (>32GB total, >16GB available): # - Set a large 0.5GB buffer to improve throughput # For systems with less memory: # - Use system default (-1) to avoid excessive memory consumption buf_size = int(0.5 * 1024**3) if total_mem > 32 and available_mem > 16 else -1 if bind is None: bind = socket_type not in (zmq.PUSH, zmq.SUB, zmq.XSUB) if socket_type in (zmq.PULL, zmq.DEALER, zmq.ROUTER): socket.setsockopt(zmq.RCVHWM, 0) socket.setsockopt(zmq.RCVBUF, buf_size) if socket_type in (zmq.PUSH, zmq.DEALER, zmq.ROUTER): socket.setsockopt(zmq.SNDHWM, 0) socket.setsockopt(zmq.SNDBUF, buf_size) if identity is not None: socket.setsockopt(zmq.IDENTITY, identity) if linger is not None: socket.setsockopt(zmq.LINGER, linger) if socket_type == zmq.XPUB: socket.setsockopt(zmq.XPUB_VERBOSE, True) # Determine if the path is a TCP socket with an IPv6 address. # Enable IPv6 on the zmq socket if so. scheme, host, _ = split_zmq_path(path) if scheme == "tcp" and is_valid_ipv6_address(host): socket.setsockopt(zmq.IPV6, 1) if bind: socket.bind(path) else: socket.connect(path) return socket @contextlib.contextmanager def zmq_socket_ctx( path: str, socket_type: Any, bind: bool | None = None, linger: int = 0, identity: bytes | None = None, ) -> Iterator[zmq.Socket]: """Context manager for a ZMQ socket""" ctx = zmq.Context() # type: ignore[attr-defined] try: yield make_zmq_socket(ctx, path, socket_type, bind=bind, identity=identity) except KeyboardInterrupt: logger.debug("Got Keyboard Interrupt.") finally: ctx.destroy(linger=linger)