Files
sglang/python/sglang/test/mooncake_utils.py
T

186 lines
6.3 KiB
Python

import os
import signal
import socket
import subprocess
import time
import requests
from sglang.test.server_fixtures.disaggregation_fixture import (
get_rdma_devices_args,
)
from sglang.test.test_utils import find_available_port
class MooncakeTestServices:
"""Lifecycle for a local Mooncake master and external storage client."""
def __init__(
self,
*,
protocol: str = "rdma",
store_segment_size: int = 4 * 1024**3,
device: str | None = None,
local_hostname: str | None = None,
):
self.protocol = protocol
self.store_segment_size = store_segment_size
self.device = device if device is not None else self._default_device(protocol)
self.local_hostname = local_hostname or socket.gethostbyname(
socket.gethostname()
)
self.master_port = find_available_port(50051)
self.master_metrics_port = find_available_port(9003)
self.metadata_port = find_available_port(8080)
self.store_port = find_available_port(50052)
self.store_http_port = find_available_port(8081)
self.metadata_process = None
self.master_process = None
self.store_process = None
@staticmethod
def _default_device(protocol: str) -> str:
configured = os.environ.get("SGLANG_TEST_MOONCAKE_DEVICE")
if configured is not None:
return configured
if protocol == "rdma":
return get_rdma_devices_args().split(",")[0]
return ""
def start(self):
self.metadata_process = self._launch(
[
"python3",
"-m",
"mooncake.http_metadata_server",
"--port",
str(self.metadata_port),
]
)
try:
self.master_process = self._launch(
[
"mooncake_master",
"--port",
str(self.master_port),
"--metrics_port",
str(self.master_metrics_port),
]
)
self._wait_for_core_services()
self.store_process = self._launch(
[
"mooncake_client",
f"--host={self.local_hostname}",
f"--port={self.store_port}",
f"--master_server_address=127.0.0.1:{self.master_port}",
f"--metadata_server=http://127.0.0.1:{self.metadata_port}/metadata",
f"--protocol={self.protocol}",
f"--device_names={self.device}",
f"--global_segment_size={self.store_segment_size}",
"--enable_http_server=true",
f"--http_port={self.store_http_port}",
],
env={**os.environ, "MC_MS_AUTO_DISC": "0"},
)
self._wait_for_store()
except Exception:
self.stop()
raise
def stop(self):
for name in ("store_process", "master_process", "metadata_process"):
process = getattr(self, name)
if process is None:
continue
self._stop_process_group(process)
setattr(self, name, None)
def server_env(self) -> dict[str, str]:
return {
"MOONCAKE_MASTER": f"127.0.0.1:{self.master_port}",
"MOONCAKE_PROTOCOL": self.protocol,
"MC_MS_AUTO_DISC": "0",
"MOONCAKE_DEVICE": self.device,
"MOONCAKE_LOCAL_HOSTNAME": self.local_hostname,
"MOONCAKE_TE_META_DATA_SERVER": (
f"http://127.0.0.1:{self.metadata_port}/metadata"
),
"MOONCAKE_GLOBAL_SEGMENT_SIZE": "0",
}
def master_metric(self, name: str) -> float:
response = requests.get(
f"http://127.0.0.1:{self.master_metrics_port}/metrics",
timeout=5,
)
response.raise_for_status()
prefix = f"{name} "
for line in response.text.splitlines():
if line.startswith(prefix):
return float(line.split()[1])
raise AssertionError(f"{name} is missing from Mooncake master metrics")
@staticmethod
def _launch(command, env=None):
return subprocess.Popen(
command,
stdout=subprocess.DEVNULL,
stderr=subprocess.STDOUT,
preexec_fn=os.setsid,
env=env,
)
def _wait_for_core_services(self, timeout: int = 30):
deadline = time.monotonic() + timeout
master_ready_at = time.monotonic() + 3
while time.monotonic() < deadline:
self._raise_if_exited(self.metadata_process, "metadata service")
self._raise_if_exited(self.master_process, "master service")
try:
requests.get(
f"http://127.0.0.1:{self.metadata_port}/metadata",
timeout=2,
)
if time.monotonic() >= master_ready_at:
return
except requests.RequestException:
pass
time.sleep(1)
raise TimeoutError("Timed out waiting for Mooncake metadata and master")
def _wait_for_store(self, timeout: int = 90):
deadline = time.monotonic() + timeout
while time.monotonic() < deadline:
self._raise_if_exited(self.store_process, "store service")
try:
with socket.create_connection(
(self.local_hostname, self.store_port), timeout=2
):
return
except OSError:
time.sleep(1)
raise TimeoutError("Timed out waiting for Mooncake store")
@staticmethod
def _raise_if_exited(process, name: str):
returncode = process.poll()
if returncode is not None:
raise RuntimeError(f"Mooncake {name} exited with code {returncode}")
@staticmethod
def _stop_process_group(process):
try:
os.killpg(os.getpgid(process.pid), signal.SIGTERM)
process.wait(timeout=10)
except ProcessLookupError:
return
except (subprocess.TimeoutExpired, OSError):
try:
os.killpg(os.getpgid(process.pid), signal.SIGKILL)
process.wait(timeout=5)
except (ProcessLookupError, subprocess.TimeoutExpired, OSError):
pass