[Bug][Frontend] Improve ZMQ client robustness (vllm-project#7443)

Signed-off-by: Joe Runde <[email protected]>
Signed-off-by: LeiWang1999 <[email protected]>

Author: joerunde

tests/entrypoints/openai/rpc/__init__.py

@@ -0,0 +1,119 @@
+import asyncio
+import tempfile
+import unittest
+import unittest.mock
+import uuid
+
+import pytest
+import pytest_asyncio
+
+from vllm.engine.async_llm_engine import AsyncLLMEngine
+from vllm.entrypoints.openai.rpc.client import (AsyncEngineRPCClient,
+                                                RPCClientClosedError)
+from vllm.entrypoints.openai.rpc.server import AsyncEngineRPCServer
+
+
+@pytest.fixture(scope="function")
+def tmp_socket():
+    with tempfile.TemporaryDirectory() as td:
+        yield f"ipc://{td}/{uuid.uuid4()}"
+
+
+@pytest_asyncio.fixture(scope="function")
+async def dummy_server(tmp_socket, monkeypatch):
+    dummy_engine = unittest.mock.AsyncMock()
+
+    def dummy_engine_builder(*args, **kwargs):
+        return dummy_engine
+
+    with monkeypatch.context() as m:
+        m.setattr(AsyncLLMEngine, "from_engine_args", dummy_engine_builder)
+        server = AsyncEngineRPCServer(None, None, rpc_path=tmp_socket)
+
+    loop = asyncio.get_running_loop()
+    server_task = loop.create_task(server.run_server_loop())
+
+    try:
+        yield server
+    finally:
+        server_task.cancel()
+        server.cleanup()
+
+
+@pytest_asyncio.fixture(scope="function")
+async def client(tmp_socket):
+    client = AsyncEngineRPCClient(rpc_path=tmp_socket)
+    # Sanity check: the server is connected
+    await client._wait_for_server_rpc()
+
+    try:
+        yield client
+    finally:
+        client.close()
+
+
+@pytest.mark.asyncio
+async def test_client_data_methods_use_timeouts(monkeypatch, dummy_server,
+                                                client: AsyncEngineRPCClient):
+    with monkeypatch.context() as m:
+        # Make the server _not_ reply with a model config
+        m.setattr(dummy_server, "get_config", lambda x: None)
+        m.setattr(client, "_data_timeout", 10)
+
+        # And ensure the task completes anyway
+        # (client.setup() invokes server.get_config())
+        client_task = asyncio.get_running_loop().create_task(client.setup())
+        with pytest.raises(TimeoutError, match="Server didn't reply within"):
+            await asyncio.wait_for(client_task, timeout=0.05)
+
+
+@pytest.mark.asyncio
+async def test_client_aborts_use_timeouts(monkeypatch, dummy_server,
+                                          client: AsyncEngineRPCClient):
+    with monkeypatch.context() as m:
+        # Hang all abort requests
+        m.setattr(dummy_server, "abort", lambda x: None)
+        m.setattr(client, "_data_timeout", 10)
+
+        # Ensure the client doesn't hang
+        client_task = asyncio.get_running_loop().create_task(
+            client.abort("test request id"))
+        with pytest.raises(TimeoutError, match="Server didn't reply within"):
+            await asyncio.wait_for(client_task, timeout=0.05)
+
+
+@pytest.mark.asyncio
+async def test_client_data_methods_reraise_exceptions(
+        monkeypatch, dummy_server, client: AsyncEngineRPCClient):
+    with monkeypatch.context() as m:
+        # Make the server raise some random exception
+        exception = RuntimeError("Client test exception")
+
+        def raiser():
+            raise exception
+
+        m.setattr(dummy_server.engine, "get_model_config", raiser)
+        m.setattr(client, "_data_timeout", 10)
+
+        client_task = asyncio.get_running_loop().create_task(client.setup())
+        # And ensure the task completes, raising the exception
+        with pytest.raises(RuntimeError, match=str(exception)):
+            await asyncio.wait_for(client_task, timeout=0.05)
+
+
+@pytest.mark.asyncio
+async def test_client_errors_after_closing(monkeypatch, dummy_server,
+                                           client: AsyncEngineRPCClient):
+
+    client.close()
+
+    # Healthchecks and generate requests will fail with explicit errors
+    with pytest.raises(RPCClientClosedError):
+        await client.check_health()
+    with pytest.raises(RPCClientClosedError):
+        async for _ in client.generate(None, None, None):
+            pass
+
+    # But no-ops like aborting will pass
+    await client.abort("test-request-id")
+    await client.do_log_stats()

tests/entrypoints/openai/rpc/test_zmq_client.py

@@ -6,7 +6,7 @@
 import re
 import tempfile
 from argparse import Namespace
-from contextlib import asynccontextmanager
+from contextlib import asynccontextmanager, suppress
 from http import HTTPStatus
 from typing import AsyncIterator, Optional, Set
 
@@ -83,7 +83,8 @@ async def lifespan(app: FastAPI):
     async def _force_log():
         while True:
             await asyncio.sleep(10)
-            await async_engine_client.do_log_stats()
+            with suppress(Exception):
+                await async_engine_client.do_log_stats()
 
     if not engine_args.disable_log_stats:
         task = asyncio.create_task(_force_log())

vllm/entrypoints/openai/api_server.py

@@ -10,10 +10,6 @@
 # Success string used for RPC instructions.
 VLLM_RPC_SUCCESS_STR = "SUCCESS"
 
-# Timeouts.
-VLLM_RPC_SERVER_START_TIMEOUT_MS = 1000
-VLLM_RPC_HEALTH_TIMEOUT_MS = 10000
-
 # Minimum value of ZMQ.SOCKET_LIMIT to run mp.
 VLLM_RPC_SOCKET_LIMIT_CUTOFF = 2000
 

vllm/entrypoints/openai/rpc/__init__.py

@@ -1,5 +1,5 @@
 import asyncio
-from contextlib import contextmanager
+from contextlib import contextmanager, suppress
 from typing import Any, AsyncGenerator, Mapping, Optional
 from uuid import uuid4
 
@@ -11,13 +11,12 @@
                          ParallelConfig, SchedulerConfig)
 # yapf: disable
 from vllm.entrypoints.openai.rpc import (RPC_REQUEST_TYPE,
-                                         VLLM_RPC_HEALTH_TIMEOUT_MS,
-                                         VLLM_RPC_SERVER_START_TIMEOUT_MS,
                                          VLLM_RPC_SOCKET_LIMIT_CUTOFF,
                                          VLLM_RPC_SUCCESS_STR,
                                          VLLM_RPC_ZMQ_HWM, RPCAbortRequest,
                                          RPCGenerateRequest, RPCUtilityRequest)
 # yapf: enable
+from vllm.envs import VLLM_RPC_GET_DATA_TIMEOUT_MS
 from vllm.inputs import PromptInputs
 from vllm.logger import init_logger
 from vllm.lora.request import LoRARequest
@@ -32,6 +31,17 @@
 INPROC_PROXY_PATH = f"inproc://{uuid4()}"
 
 
+class RPCClientClosedError(Exception):
+    """Exception class raised when the client is used post-close.
+    
+    The client can be closed, which closes the ZMQ context. This normally
+    happens on server shutdown. In some cases, methods like abort and 
+    do_log_stats will still be called and then try to open a socket, which 
+    causes a ZMQError and creates a huge stack trace.
+    So, we throw this error such that we can suppress it.
+    """
+
+
 class AsyncEngineRPCClient:
     """
     RPCClient that connects to the RPCServer wrapping AsyncLLMEngine.
@@ -85,6 +95,8 @@ class AsyncEngineRPCClient:
 
     def __init__(self, rpc_path: str):
         self.context = zmq.asyncio.Context()
+        self._data_timeout = VLLM_RPC_GET_DATA_TIMEOUT_MS
+        self._errored = False
 
         # Maximum number of sockets that can be opened (typically 65536).
         # ZMQ_SOCKET_LIMIT (http://api.zeromq.org/4-2:zmq-ctx-get)
@@ -143,7 +155,6 @@ async def setup(self):
 
         # Wait until server is ready.
         await self._wait_for_server_rpc()
-        self._errored = False
 
         # Get the configs.
         self.model_config = await self._get_model_config_rpc()
@@ -170,6 +181,15 @@ def close(self):
     @contextmanager
     def to_proxy_socket(self):
         # Connect to the RPCServer via the proxy.
+
+        # Raise a sensible error if the client was already closed.
+        # This can happen if a server shutdown is triggered but some coroutines
+        # are still running requests.
+        # There should not be a race condition with this check because we don't
+        # yield to the event loop between here and opening the socket.
+        if self.context.closed:
+            raise RPCClientClosedError("The ZMQ client has already shut down")
+
         # Note that we use DEALER to enable asynchronous communication
         # to enable streaming.
         socket = self.context.socket(zmq.constants.DEALER)
@@ -189,9 +209,18 @@ async def _send_get_data_rpc_request(self, request: RPCUtilityRequest,
             # Ping RPCServer with a request.
             await socket.send_multipart([cloudpickle.dumps(request)])
 
+            # Make sure the server responds
+            if await socket.poll(timeout=self._data_timeout) == 0:
+                raise TimeoutError("Server didn't reply within "
+                                   f"{self._data_timeout} ms")
+
             # Await the data from the Server.
             data = cloudpickle.loads(await socket.recv())
 
+        if isinstance(data, Exception):
+            # Re-raise exceptions returned by the server
+            raise data
+
         if not isinstance(data, expected_type):
             # LoRAConfig can be None.
             if expected_type == LoRAConfig and data is None:
@@ -208,29 +237,28 @@ async def _send_one_way_rpc_request(
             self,
             request: RPC_REQUEST_TYPE,
             error_message: str,
-            timeout: Optional[int] = None,
             socket: Optional[zmq.asyncio.Socket] = None):
         """Send one-way RPC request to trigger an action."""
 
         async def do_rpc_call(socket: zmq.asyncio.Socket,
-                              request: RPC_REQUEST_TYPE,
-                              timeout=None):
+                              request: RPC_REQUEST_TYPE):
 
             await socket.send_multipart([cloudpickle.dumps(request)])
 
-            if timeout is not None and await socket.poll(timeout=timeout) == 0:
-                raise TimeoutError(f"Server didn't reply within {timeout} ms")
+            if await socket.poll(timeout=self._data_timeout) == 0:
+                raise TimeoutError("Server didn't reply within "
+                                   f"{self._data_timeout} ms")
 
             return cloudpickle.loads(await socket.recv())
 
         # Make a new socket connection.
         if socket is None:
             with self.to_proxy_socket() as socket:
-                response = await do_rpc_call(socket, request, timeout)
+                response = await do_rpc_call(socket, request)
 
         # Use existing socket connection.
         else:
-            response = await do_rpc_call(socket, request, timeout)
+            response = await do_rpc_call(socket, request)
 
         if not isinstance(response, str) or response != VLLM_RPC_SUCCESS_STR:
             if isinstance(response, Exception):
@@ -255,8 +283,7 @@ async def _wait_for_server_rpc(self):
 
         await self._send_one_way_rpc_request(
             request=RPCUtilityRequest.IS_SERVER_READY,
-            error_message="Unable to start RPC Server",
-            timeout=VLLM_RPC_SERVER_START_TIMEOUT_MS)
+            error_message="Unable to start RPC Server")
 
     async def _get_model_config_rpc(self) -> ModelConfig:
         """Get the ModelConfig object from the RPC Server"""
@@ -308,17 +335,17 @@ async def _is_tracing_enabled_rpc(self) -> bool:
 
     async def abort(self, request_id: str):
         """Send an ABORT_REQUEST signal to the RPC Server"""
-
-        await self._send_one_way_rpc_request(
-            request=RPCAbortRequest(request_id),
-            error_message=f"RPCAbortRequest {request_id} failed")
+        with suppress(RPCClientClosedError):
+            await self._send_one_way_rpc_request(
+                request=RPCAbortRequest(request_id),
+                error_message=f"RPCAbortRequest {request_id} failed")
 
     async def do_log_stats(self):
         """Send a DO_LOG_STATS signal to the RPC Server"""
-
-        await self._send_one_way_rpc_request(
-            request=RPCUtilityRequest.DO_LOG_STATS,
-            error_message="RPCRequest DO_LOG_STATS failed.")
+        with suppress(RPCClientClosedError):
+            await self._send_one_way_rpc_request(
+                request=RPCUtilityRequest.DO_LOG_STATS,
+                error_message="RPCRequest DO_LOG_STATS failed.")
 
     @property
     def is_running(self) -> bool:
@@ -393,7 +420,6 @@ async def check_health(self,
         await self._send_one_way_rpc_request(
             request=RPCUtilityRequest.IS_SERVER_HEALTHY,
             error_message="Got Unhealthy response from RPC Server",
-            timeout=VLLM_RPC_HEALTH_TIMEOUT_MS,
             socket=socket)
 
     async def encode(self, *args,

vllm/entrypoints/openai/rpc/client.py

@@ -56,6 +56,7 @@
     VERBOSE: bool = False
     VLLM_ALLOW_LONG_MAX_MODEL_LEN: bool = False
     VLLM_TEST_FORCE_FP8_MARLIN: bool = False
+    VLLM_RPC_GET_DATA_TIMEOUT_MS: int = 5000
     VLLM_ALLOW_ENGINE_USE_RAY: bool = False
     VLLM_PLUGINS: Optional[List[str]] = None
     VLLM_TORCH_PROFILER_DIR: Optional[str] = None
@@ -374,6 +375,11 @@ def get_default_config_root():
     (os.environ.get("VLLM_TEST_FORCE_FP8_MARLIN", "0").strip().lower() in
      ("1", "true")),
 
+    # Time in ms for the zmq client to wait for a response from the backend
+    # server for simple data operations
+    "VLLM_RPC_GET_DATA_TIMEOUT_MS":
+    lambda: int(os.getenv("VLLM_RPC_GET_DATA_TIMEOUT_MS", "5000")),
+
     # If set, allow running the engine as a separate ray actor,
     # which is a deprecated feature soon to be removed.
     # See https://github.com/vllm-project/vllm/issues/7045