[router] add benchmark for regular router and pd router (#10280)

This commit is contained in:
Keyang Ru
2025-09-11 12:04:11 -07:00
committed by GitHub
parent 6c18ab46a2
commit 480d1b8b20
4 changed files with 434 additions and 33 deletions

View File

@@ -1,7 +1,14 @@
import json
import logging
import os
import shutil
import signal
import socket
import subprocess
import time
from pathlib import Path
from types import SimpleNamespace
from typing import Callable, Optional
from urllib.parse import urlparse
import pytest
@@ -13,6 +20,8 @@ from sglang.test.test_utils import (
DEFAULT_URL_FOR_TEST,
)
logger = logging.getLogger(__name__)
def _find_available_port() -> int:
with socket.socket(socket.AF_INET, socket.SOCK_STREAM) as s:
@@ -89,6 +98,7 @@ def _popen_launch_worker(
*,
dp_size: int | None = None,
api_key: str | None = None,
base_gpu_id: int | None = 0,
) -> subprocess.Popen:
host, port = _parse_url(base_url)
@@ -103,7 +113,7 @@ def _popen_launch_worker(
"--port",
port,
"--base-gpu-id",
"0",
str(base_gpu_id or 0),
]
if dp_size is not None:
cmd += ["--dp-size", str(dp_size)]
@@ -161,6 +171,250 @@ def _terminate(proc: subprocess.Popen, timeout: float = 120) -> None:
time.sleep(1)
def _which(cmd: str) -> Optional[str]:
try:
return shutil.which(cmd)
except Exception as e:
logger.warning("shutil.which(%r) failed: %s", cmd, e)
return None
def _graceful_stop_popen(p: subprocess.Popen) -> None:
if p is None:
return
try:
if p.poll() is None:
p.terminate()
for _ in range(5):
if p.poll() is not None:
break
time.sleep(1)
if p.poll() is None:
p.kill()
except Exception as e:
logger.warning("Exception during graceful stop of popen: %s", e)
def _pid_alive(pid: int) -> bool:
try:
os.kill(pid, 0)
return True
except Exception:
return False
def _graceful_stop_pid(pid: int) -> None:
try:
if _pid_alive(pid):
try:
os.kill(pid, signal.SIGTERM)
except Exception:
pass
for _ in range(5):
if not _pid_alive(pid):
break
time.sleep(1)
if _pid_alive(pid):
try:
os.kill(pid, signal.SIGKILL)
except Exception:
pass
except Exception:
pass
def _graceful_stop_any(obj) -> None:
try:
if isinstance(obj, subprocess.Popen):
_graceful_stop_popen(obj)
return
if isinstance(obj, int):
_graceful_stop_pid(obj)
return
proc_obj = getattr(obj, "proc", None)
if isinstance(proc_obj, subprocess.Popen):
_graceful_stop_popen(proc_obj)
except Exception:
pass
@pytest.fixture(scope="session")
def genai_bench_runner() -> Callable[..., None]:
"""Provide a callable to run genai-bench and validate metrics.
Usage in tests:
def test(..., genai_bench_runner):
genai_bench_runner(router_url=..., model_path=..., experiment_folder=...)
"""
def _run(
*,
router_url: str,
model_path: str,
experiment_folder: str,
timeout_sec: int | None = None,
thresholds: dict | None = None,
extra_env: dict | None = None,
num_concurrency: int = 32,
traffic_scenario: str = "D(4000,100)",
max_requests_per_run: int | None = None,
clean_experiment: bool = True,
kill_procs: list | None = None,
drain_delay_sec: int = 6,
) -> None:
cli = _which("genai-bench")
if not cli:
pytest.fail(
"genai-bench CLI not found; please install it to run benchmarks"
)
# Clean previous experiment folder under current working directory
if clean_experiment:
exp_dir = Path.cwd() / experiment_folder
if exp_dir.exists():
shutil.rmtree(exp_dir, ignore_errors=True)
# Default requests per run if not provided
mrr = (
max_requests_per_run
if max_requests_per_run is not None
else num_concurrency * 3
)
cmd = [
cli,
"benchmark",
"--api-backend",
"openai",
"--api-base",
router_url,
"--api-key",
"dummy-token",
"--api-model-name",
model_path,
"--model-tokenizer",
model_path,
"--task",
"text-to-text",
"--num-concurrency",
str(num_concurrency),
"--traffic-scenario",
traffic_scenario,
"--max-requests-per-run",
str(mrr),
"--max-time-per-run",
"2",
"--experiment-folder-name",
experiment_folder,
"--experiment-base-dir",
str(Path.cwd()),
]
env = os.environ.copy()
if extra_env:
env.update(extra_env)
to = timeout_sec or int(os.environ.get("GENAI_BENCH_TEST_TIMEOUT", "120"))
proc = subprocess.Popen(
cmd, env=env, stdout=subprocess.PIPE, stderr=subprocess.PIPE, text=True
)
stdout = stderr = ""
rc = None
try:
try:
stdout, stderr = proc.communicate(timeout=to)
except subprocess.TimeoutExpired:
# Simple: kill the CLI process if it doesn't exit in time
try:
proc.kill()
except Exception:
pass
stdout, stderr = proc.communicate()
rc = proc.returncode
# Prefer exact path under cwd; fallback to rglob search
base = Path.cwd()
direct = base / experiment_folder
candidates = [direct] if direct.is_dir() else []
if not candidates:
for p in base.rglob(experiment_folder):
if p.is_dir() and p.name == experiment_folder:
candidates = [p]
break
if not candidates:
raise AssertionError(
"Benchmark failed: experiment folder not found: "
f"{experiment_folder}\nExit code: {rc}\nSTDOUT (tail):\n{stdout[-1000:]}\nSTDERR (tail):\n{stderr[-1000:]}"
)
actual_folder = candidates[0]
json_files = [
p
for p in actual_folder.rglob("*.json")
if "experiment_metadata" not in p.name
]
if not json_files:
raise AssertionError(
"Benchmark failed: no JSON results found\n"
f"Exit code: {rc}\nSTDOUT (tail):\n{stdout[-1000:]}\nSTDERR (tail):\n{stderr[-1000:]}"
)
th = thresholds # None means "log only", no validation
for jf in json_files:
with jf.open("r") as f:
data = json.load(f)
stats = data.get("aggregated_metrics", {}).get("stats", {})
ttft_mean = float(stats.get("ttft", {}).get("mean", float("inf")))
e2e_latency_mean = float(
stats.get("e2e_latency", {}).get("mean", float("inf"))
)
input_tp_mean = float(stats.get("input_throughput", {}).get("mean", 0.0))
output_tp_mean = float(stats.get("output_throughput", {}).get("mean", 0.0))
logger.info(
"genai-bench[%s] %s ttft_mean=%.3fs e2e_latency_mean=%.3fs input_tp_mean=%.1f tok/s output_tp_mean=%.1f tok/s",
experiment_folder,
jf.name,
ttft_mean,
e2e_latency_mean,
input_tp_mean,
output_tp_mean,
)
if th is not None:
assert (
ttft_mean <= th["ttft_mean_max"]
), f"TTFT validation failed: {ttft_mean} > {th['ttft_mean_max']} (file={jf.name})"
assert (
e2e_latency_mean <= th["e2e_latency_mean_max"]
), f"E2E latency validation failed: {e2e_latency_mean} > {th['e2e_latency_mean_max']} (file={jf.name})"
assert (
input_tp_mean >= th["input_throughput_mean_min"]
), f"Input throughput validation failed: {input_tp_mean} < {th['input_throughput_mean_min']} (file={jf.name})"
assert (
output_tp_mean >= th["output_throughput_mean_min"]
), f"Output throughput validation failed: {output_tp_mean} < {th['output_throughput_mean_min']} (file={jf.name})"
finally:
# Always attempt to stop workers to avoid resource leakage
if kill_procs:
# Give router/workers a small grace period to finish any last drains
if drain_delay_sec > 0:
try:
time.sleep(drain_delay_sec)
except Exception:
pass
for p in kill_procs:
_graceful_stop_any(p)
try:
time.sleep(2)
except Exception:
pass
return _run
def pytest_configure(config):
config.addinivalue_line("markers", "e2e: mark as end-to-end test")
@@ -233,3 +487,26 @@ def e2e_worker_dp2_api(e2e_model: str, e2e_router_only_rr_dp_aware_api):
yield SimpleNamespace(proc=proc, url=base_url)
finally:
_terminate(proc)
@pytest.fixture(scope="session")
def e2e_two_workers_dp2(e2e_model: str):
"""Launch two workers, each with dp_size=2, mapped to GPUs [0,1] and [2,3]."""
workers = []
try:
# Worker A on GPUs 0-1
port_a = _find_available_port()
url_a = f"http://127.0.0.1:{port_a}"
proc_a = _popen_launch_worker(e2e_model, url_a, dp_size=2, base_gpu_id=0)
workers.append(SimpleNamespace(proc=proc_a, url=url_a))
# Worker B on GPUs 2-3
port_b = _find_available_port()
url_b = f"http://127.0.0.1:{port_b}"
proc_b = _popen_launch_worker(e2e_model, url_b, dp_size=2, base_gpu_id=2)
workers.append(SimpleNamespace(proc=proc_b, url=url_b))
yield workers
finally:
for w in workers:
_terminate(w.proc)