vllm/tests/entrypoints/test_api_server_process_manager.py
HAIAI aee76334d9
[amd_dev] branch rebase (#25753)
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270 lines
8.7 KiB
Python

# SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
import multiprocessing
import socket
import threading
import time
from typing import Optional
from unittest.mock import patch
import pytest
from vllm.v1.utils import (APIServerProcessManager,
wait_for_completion_or_failure)
# Global variables to control worker behavior
WORKER_RUNTIME_SECONDS = 0.5
# Mock implementation of run_api_server_worker
def mock_run_api_server_worker(listen_address, sock, args, client_config=None):
"""Mock run_api_server_worker that runs for a specific time."""
print(f"Mock worker started with client_config: {client_config}")
time.sleep(WORKER_RUNTIME_SECONDS)
print("Mock worker completed successfully")
@pytest.fixture
def api_server_args():
"""Fixture to provide arguments for APIServerProcessManager."""
sock = socket.socket()
return {
"target_server_fn":
mock_run_api_server_worker,
"listen_address":
"localhost:8000",
"sock":
sock,
"args":
"test_args", # Simple string to avoid pickling issues
"num_servers":
3,
"input_addresses": [
"tcp://127.0.0.1:5001", "tcp://127.0.0.1:5002",
"tcp://127.0.0.1:5003"
],
"output_addresses": [
"tcp://127.0.0.1:6001", "tcp://127.0.0.1:6002",
"tcp://127.0.0.1:6003"
],
"stats_update_address":
"tcp://127.0.0.1:7000",
}
@pytest.mark.parametrize("with_stats_update", [True, False])
def test_api_server_process_manager_init(api_server_args, with_stats_update):
"""Test initializing the APIServerProcessManager."""
# Set the worker runtime to ensure tests complete in reasonable time
global WORKER_RUNTIME_SECONDS
WORKER_RUNTIME_SECONDS = 0.5
# Copy the args to avoid mutating them
args = api_server_args.copy()
if not with_stats_update:
args.pop("stats_update_address")
manager = APIServerProcessManager(**args)
try:
# Verify the manager was initialized correctly
assert len(manager.processes) == 3
# Verify all processes are running
for proc in manager.processes:
assert proc.is_alive()
print("Waiting for processes to run...")
time.sleep(WORKER_RUNTIME_SECONDS / 2)
# They should still be alive at this point
for proc in manager.processes:
assert proc.is_alive()
finally:
# Always clean up the processes
print("Cleaning up processes...")
manager.close()
# Give processes time to terminate
time.sleep(0.2)
# Verify all processes were terminated
for proc in manager.processes:
assert not proc.is_alive()
@patch("vllm.entrypoints.cli.serve.run_api_server_worker_proc",
mock_run_api_server_worker)
def test_wait_for_completion_or_failure(api_server_args):
"""Test that wait_for_completion_or_failure works with failures."""
global WORKER_RUNTIME_SECONDS
WORKER_RUNTIME_SECONDS = 1.0
# Create the manager
manager = APIServerProcessManager(**api_server_args)
try:
assert len(manager.processes) == 3
# Create a result capture for the thread
result: dict[str, Optional[Exception]] = {"exception": None}
def run_with_exception_capture():
try:
wait_for_completion_or_failure(api_server_manager=manager)
except Exception as e:
result["exception"] = e
# Start a thread to run wait_for_completion_or_failure
wait_thread = threading.Thread(target=run_with_exception_capture,
daemon=True)
wait_thread.start()
# Let all processes run for a short time
time.sleep(0.2)
# All processes should still be running
assert all(proc.is_alive() for proc in manager.processes)
# Now simulate a process failure
print("Simulating process failure...")
manager.processes[0].terminate()
# Wait for the wait_for_completion_or_failure
# to detect and handle the failure
# This should trigger it to terminate all other processes
wait_thread.join(timeout=1.0)
# The wait thread should have exited
assert not wait_thread.is_alive()
# Verify that an exception was raised with appropriate error message
assert result["exception"] is not None
assert "died with exit code" in str(result["exception"])
# All processes should now be terminated
for i, proc in enumerate(manager.processes):
assert not proc.is_alive(), f"Process {i} should not be alive"
finally:
manager.close()
time.sleep(0.2)
@pytest.mark.timeout(30)
def test_normal_completion(api_server_args):
"""Test that wait_for_completion_or_failure works in normal completion."""
global WORKER_RUNTIME_SECONDS
WORKER_RUNTIME_SECONDS = 0.1
# Create the manager
manager = APIServerProcessManager(**api_server_args)
try:
# Give processes time to terminate
# wait for processes to complete
remaining_processes = manager.processes.copy()
while remaining_processes:
for proc in remaining_processes:
if not proc.is_alive():
remaining_processes.remove(proc)
time.sleep(0.1)
# Verify all processes have terminated
for i, proc in enumerate(manager.processes):
assert not proc.is_alive(
), f"Process {i} still alive after terminate()"
# Now call wait_for_completion_or_failure
# since all processes have already
# terminated, it should return immediately
# with no error
wait_for_completion_or_failure(api_server_manager=manager)
finally:
# Clean up just in case
manager.close()
time.sleep(0.2)
@pytest.mark.timeout(30)
def test_external_process_monitoring(api_server_args):
"""Test that wait_for_completion_or_failure handles additional processes."""
global WORKER_RUNTIME_SECONDS
WORKER_RUNTIME_SECONDS = 100
# Create and start the external process
# (simulates local_engine_manager or coordinator)
spawn_context = multiprocessing.get_context("spawn")
external_proc = spawn_context.Process(target=mock_run_api_server_worker,
name="MockExternalProcess")
external_proc.start()
# Create the class to simulate a coordinator
class MockCoordinator:
def __init__(self, proc):
self.proc = proc
def close(self):
if self.proc.is_alive():
self.proc.terminate()
self.proc.join(timeout=0.5)
# Create a mock coordinator with the external process
mock_coordinator = MockCoordinator(external_proc)
# Create the API server manager
manager = APIServerProcessManager(**api_server_args)
try:
# Verify manager initialization
assert len(manager.processes) == 3
# Create a result capture for the thread
result: dict[str, Optional[Exception]] = {"exception": None}
def run_with_exception_capture():
try:
wait_for_completion_or_failure(api_server_manager=manager,
coordinator=mock_coordinator)
except Exception as e:
result["exception"] = e
# Start a thread to run wait_for_completion_or_failure
wait_thread = threading.Thread(target=run_with_exception_capture,
daemon=True)
wait_thread.start()
# Terminate the external process to trigger a failure
time.sleep(0.2)
external_proc.terminate()
# Wait for the thread to detect the failure
wait_thread.join(timeout=1.0)
# The wait thread should have completed
assert not wait_thread.is_alive(
), "wait_for_completion_or_failure thread still running"
# Verify that an exception was raised with appropriate error message
assert result["exception"] is not None, "No exception was raised"
error_message = str(result["exception"])
assert "died with exit code" in error_message, \
f"Unexpected error message: {error_message}"
assert "MockExternalProcess" in error_message, \
f"Error doesn't mention external process: {error_message}"
# Verify that all API server processes were terminated as a result
for i, proc in enumerate(manager.processes):
assert not proc.is_alive(
), f"API server process {i} was not terminated"
finally:
# Clean up
manager.close()
mock_coordinator.close()
time.sleep(0.2)