feat(router): use aiohttp session for health checks

Signed-off-by: Nejc Habjan <nejc.habjan@siemens.com>

Author: nejch

pyproject.toml

@@ -69,5 +69,6 @@ lint = [
 ]
 test = [
     "pytest>=8.3.4",
-    "pytest-asyncio>=0.25.3"
+    "pytest-aiohttp>=1.1.0",
+    "pytest-asyncio>=0.25.3",
 ]

src/tests/conftest.py

@@ -0,0 +1,28 @@
+from typing import Any, AsyncGenerator, Callable
+from unittest.mock import MagicMock
+
+import aiohttp
+import pytest
+from aiohttp import web
+from fastapi import FastAPI
+
+
+@pytest.fixture
+async def mock_app() -> AsyncGenerator[FastAPI]:
+    mock_app = MagicMock()
+    async with aiohttp.ClientSession() as session:
+        mock_app.state.aiohttp_client_wrapper = MagicMock(return_value=session)
+        yield mock_app
+
+
+@pytest.fixture
+async def make_mock_engine(aiohttp_client: Any) -> Callable[[dict[str, Callable]], str]:
+    async def _make_mock_engine(routes: dict[str, Callable]) -> str:
+        app = web.Application()
+        for path, handler in routes.items():
+            app.router.add_post(path, handler)
+
+        client = await aiohttp_client(app)
+        return str(client.make_url(""))
+
+    return _make_mock_engine

src/tests/test_static_service_discovery.py

@@ -1,11 +1,15 @@
-from unittest.mock import MagicMock
+import hashlib
+from unittest.mock import AsyncMock, MagicMock
 
 import pytest
+from aiohttp import web
+from fastapi import FastAPI
 
 from vllm_router.service_discovery import StaticServiceDiscovery
 
 
 def test_init_when_static_backend_health_checks_calls_start_health_checks(
+    mock_app: FastAPI,
     monkeypatch: pytest.MonkeyPatch,
 ) -> None:
     start_health_check_mock = MagicMock()
@@ -14,7 +18,7 @@ def test_init_when_static_backend_health_checks_calls_start_health_checks(
         start_health_check_mock,
     )
     discovery_instance = StaticServiceDiscovery(
-        None,
+        mock_app,
         [],
         [],
         None,
@@ -28,6 +32,7 @@ def test_init_when_static_backend_health_checks_calls_start_health_checks(
 
 
 def test_init_when_endpoint_health_check_disabled_does_not_call_start_health_checks(
+    mock_app: FastAPI,
     monkeypatch: pytest.MonkeyPatch,
 ) -> None:
     start_health_check_mock = MagicMock()
@@ -36,7 +41,7 @@ def test_init_when_endpoint_health_check_disabled_does_not_call_start_health_che
         start_health_check_mock,
     )
     discovery_instance = StaticServiceDiscovery(
-        None,
+        mock_app,
         [],
         [],
         None,
@@ -49,31 +54,39 @@ def test_init_when_endpoint_health_check_disabled_does_not_call_start_health_che
     discovery_instance.start_health_check_task.assert_not_called()
 
 
-def test_get_unhealthy_endpoint_hashes_when_only_healthy_models_exist_does_not_return_unhealthy_endpoint_hashes(
-    monkeypatch: pytest.MonkeyPatch,
+@pytest.mark.asyncio
+async def test_get_unhealthy_endpoint_hashes_when_only_healthy_models_exist_does_not_return_unhealthy_endpoint_hashes(
+    make_mock_engine, mock_app
 ) -> None:
-    monkeypatch.setattr("vllm_router.utils.is_model_healthy", lambda *_: True)
+    mock_response = AsyncMock(return_value=web.json_response(status=200))
+    base_url = await make_mock_engine({"/v1/chat/completions": mock_response})
+
     discovery_instance = StaticServiceDiscovery(
-        None,
-        ["http://localhost.com"],
+        mock_app,
+        [base_url],
         ["llama3"],
         None,
         None,
         ["chat"],
-        static_backend_health_checks=True,
+        static_backend_health_checks=False,
         prefill_model_labels=None,
         decode_model_labels=None,
     )
-    assert discovery_instance.get_unhealthy_endpoint_hashes() == []
+    assert await discovery_instance.get_unhealthy_endpoint_hashes() == []
 
 
-def test_get_unhealthy_endpoint_hashes_when_unhealthy_model_exist_returns_unhealthy_endpoint_hash(
-    monkeypatch: pytest.MonkeyPatch,
+@pytest.mark.asyncio
+async def test_get_unhealthy_endpoint_hashes_when_unhealthy_model_exist_returns_unhealthy_endpoint_hash(
+    make_mock_engine,
+    mock_app,
 ) -> None:
-    monkeypatch.setattr("vllm_router.utils.is_model_healthy", lambda *_: False)
+    mock_response = AsyncMock(return_value=web.json_response(status=500))
+    base_url = await make_mock_engine({"/v1/chat/completions": mock_response})
+    expected_hash = hashlib.md5(f"{base_url}llama3".encode()).hexdigest()
+
     discovery_instance = StaticServiceDiscovery(
-        None,
-        ["http://localhost.com"],
+        mock_app,
+        [base_url],
         ["llama3"],
         None,
         None,
@@ -82,23 +95,33 @@ def test_get_unhealthy_endpoint_hashes_when_unhealthy_model_exist_returns_unheal
         prefill_model_labels=None,
         decode_model_labels=None,
     )
-    assert discovery_instance.get_unhealthy_endpoint_hashes() == [
-        "ee7d421a744e07595b70f98c11be93e7"
-    ]
+    assert await discovery_instance.get_unhealthy_endpoint_hashes() == [expected_hash]
 
 
-def test_get_unhealthy_endpoint_hashes_when_healthy_and_unhealthy_models_exist_returns_only_unhealthy_endpoint_hash(
-    monkeypatch: pytest.MonkeyPatch,
+@pytest.mark.asyncio
+async def test_get_unhealthy_endpoint_hashes_when_healthy_and_unhealthy_models_exist_returns_only_unhealthy_endpoint_hash(
+    make_mock_engine,
+    mock_app,
 ) -> None:
     unhealthy_model = "bge-m3"
+    mock_response = AsyncMock(return_value=web.json_response(status=500))
+
+    async def mock_mixed_chat_response(request: web.Request) -> web.Response:
+        data = await request.json()
+        status = 500 if data.get("model") == unhealthy_model else 200
+        return web.json_response(status=status)
+
+    base_url = await make_mock_engine(
+        {
+            "/v1/chat/completions": mock_mixed_chat_response,
+            "/v1/embeddings": mock_response,
+        }
+    )
+    expected_hash = hashlib.md5(f"{base_url}{unhealthy_model}".encode()).hexdigest()
 
-    def mock_is_model_healthy(url: str, model: str, model_type: str) -> bool:
-        return model != unhealthy_model
-
-    monkeypatch.setattr("vllm_router.utils.is_model_healthy", mock_is_model_healthy)
     discovery_instance = StaticServiceDiscovery(
-        None,
-        ["http://localhost.com", "http://10.123.112.412"],
+        mock_app,
+        [base_url, base_url],
         ["llama3", unhealthy_model],
         None,
         None,
@@ -107,12 +130,11 @@ def mock_is_model_healthy(url: str, model: str, model_type: str) -> bool:
         prefill_model_labels=None,
         decode_model_labels=None,
     )
-    assert discovery_instance.get_unhealthy_endpoint_hashes() == [
-        "01e1b07eca36d39acacd55a33272a225"
-    ]
+    assert await discovery_instance.get_unhealthy_endpoint_hashes() == [expected_hash]
 
 
 def test_get_endpoint_info_when_model_endpoint_hash_is_in_unhealthy_endpoint_does_not_return_endpoint(
+    mock_app: FastAPI,
     monkeypatch: pytest.MonkeyPatch,
 ) -> None:
     unhealthy_model = "mistral"
@@ -121,7 +143,7 @@ def mock_get_model_endpoint_hash(url: str, model: str) -> str:
         return "some-hash" if model == unhealthy_model else "other-hash"
 
     discovery_instance = StaticServiceDiscovery(
-        None,
+        mock_app,
         ["http://localhost.com", "http://10.123.112.412"],
         ["llama3", unhealthy_model],
         None,

src/tests/test_utils.py

@@ -1,8 +1,9 @@
 import json
-from unittest.mock import MagicMock
+from unittest.mock import AsyncMock, MagicMock
 
+import aiohttp
 import pytest
-import requests
+from aiohttp import web
 from starlette.datastructures import MutableHeaders
 
 from vllm_router import utils
@@ -85,33 +86,34 @@ def test_get_all_fields_returns_list_of_strings() -> None:
     assert isinstance(fields[0], str)
 
 
-def test_is_model_healthy_when_requests_responds_with_status_code_200_returns_true(
-    monkeypatch: pytest.MonkeyPatch,
+@pytest.mark.asyncio
+async def test_is_model_healthy_when_aiohttp_responds_with_status_code_200_returns_true(
+    make_mock_engine,
 ) -> None:
-    request_mock = MagicMock(return_value=MagicMock(status_code=200))
-    monkeypatch.setattr("requests.post", request_mock)
-    assert utils.is_model_healthy("http://localhost", "test", "chat") is True
+    mock_response = AsyncMock(return_value=web.json_response(status=200))
+    base_url = await make_mock_engine({"/v1/chat/completions": mock_response})
+    async with aiohttp.ClientSession() as session:
+        result = await utils.is_model_healthy(session, base_url, "test", "chat")
+    assert result is True
 
 
-def test_is_model_healthy_when_requests_raises_exception_returns_false(
-    monkeypatch: pytest.MonkeyPatch,
+@pytest.mark.asyncio
+async def test_is_model_healthy_when_aiohttp_raises_exception_returns_false(
+    make_mock_engine,
 ) -> None:
-    request_mock = MagicMock(side_effect=requests.exceptions.ReadTimeout)
-    monkeypatch.setattr("requests.post", request_mock)
-    assert utils.is_model_healthy("http://localhost", "test", "chat") is False
+    mock_response = AsyncMock(side_effect=aiohttp.ConnectionTimeoutError())
+    base_url = await make_mock_engine({"/v1/chat/completions": mock_response})
+    async with aiohttp.ClientSession() as session:
+        result = await utils.is_model_healthy(session, base_url, "test", "chat")
+    assert result is False
 
 
-def test_is_model_healthy_when_requests_status_with_status_code_not_200_returns_false(
-    monkeypatch: pytest.MonkeyPatch,
+@pytest.mark.asyncio
+async def test_is_model_healthy_when_aiohttp_status_with_status_code_not_200_returns_false(
+    make_mock_engine,
 ) -> None:
-
-    # Mock an internal server error response
-    mock_response = MagicMock(status_code=500)
-
-    # Tell the mock to raise an HTTP Error when raise_for_status() is called
-    mock_response.raise_for_status.side_effect = requests.exceptions.HTTPError
-
-    request_mock = MagicMock(return_value=mock_response)
-    monkeypatch.setattr("requests.post", request_mock)
-
-    assert utils.is_model_healthy("http://localhost", "test", "chat") is False
+    mock_response = AsyncMock(return_value=web.json_response(status=500))
+    base_url = await make_mock_engine({"/v1/chat/completions": mock_response})
+    async with aiohttp.ClientSession() as session:
+        result = await utils.is_model_healthy(session, base_url, "test", "chat")
+    assert result is False

src/vllm_router/service_discovery.py

@@ -217,6 +217,7 @@ def __init__(
         decode_model_labels: List[str] | None = None,
     ):
         self.app = app
+        self.client = self.app.state.aiohttp_client_wrapper()
         assert len(urls) == len(models), "URLs and models should have the same length"
         self.urls = urls
         self.models = models
@@ -232,13 +233,13 @@ def __init__(
         self.prefill_model_labels = prefill_model_labels
         self.decode_model_labels = decode_model_labels
 
-    def get_unhealthy_endpoint_hashes(self) -> list[str]:
+    async def get_unhealthy_endpoint_hashes(self) -> list[str]:
         unhealthy_endpoints = []
         try:
             for url, model, model_type in zip(
                 self.urls, self.models, self.model_types, strict=True
             ):
-                if utils.is_model_healthy(url, model, model_type):
+                if await utils.is_model_healthy(self.client, url, model, model_type):
                     logger.debug(f"{model} at {url} is healthy")
                 else:
                     logger.warning(f"{model} at {url} not healthy!")
@@ -253,7 +254,9 @@ def get_unhealthy_endpoint_hashes(self) -> list[str]:
     async def check_model_health(self):
         while self._running:
             try:
-                self.unhealthy_endpoint_hashes = self.get_unhealthy_endpoint_hashes()
+                self.unhealthy_endpoint_hashes = (
+                    await self.get_unhealthy_endpoint_hashes()
+                )
                 await asyncio.sleep(60)
             except asyncio.CancelledError:
                 logger.debug("Health check task cancelled")

src/vllm_router/utils.py

@@ -7,7 +7,7 @@
 import wave
 from typing import Optional
 
-import requests
+import aiohttp
 from fastapi.requests import Request
 from starlette.datastructures import MutableHeaders
 
@@ -222,36 +222,44 @@ def update_content_length(request: Request, request_body: str):
     request._headers = headers
 
 
-def is_model_healthy(url: str, model: str, model_type: str) -> bool:
+async def is_model_healthy(
+    session: aiohttp.ClientSession, url: str, model: str, model_type: str
+):
     model_url = ModelType.get_url(model_type)
 
     try:
         if model_type == "transcription":
             # for transcription, the backend expects multipart/form-data with a file
             # we will use pre-generated silent wav bytes
-            response = requests.post(
-                f"{url}{model_url}",
-                files=ModelType.get_test_payload(model_type),  # multipart/form-data
-                data={"model": model},
-                timeout=10,
+            test_payload = ModelType.get_test_payload(model_type)
+            form_data = aiohttp.FormData()
+            form_data.add_field(
+                "file",
+                test_payload["file"][1],
+                filename=test_payload["file"][0],
+                content_type=test_payload["file"][2],
             )
+            form_data.add_field("model", model)
+
+            async with session.post(
+                f"{url}{model_url}",
+                data=form_data,
+                timeout=aiohttp.ClientTimeout(total=10),
+            ) as response:
+                response.raise_for_status()
+                return True
         else:
             # for other model types (chat, completion, etc.)
-            response = requests.post(
+            async with session.post(
                 f"{url}{model_url}",
                 headers={"Content-Type": "application/json"},
                 json={"model": model} | ModelType.get_test_payload(model_type),
-                timeout=10,
-            )
-
-        response.raise_for_status()
-
-        if model_type == "transcription":
-            return True
-        else:
-            response.json()  # verify it's valid json for other model types
-            return True  # validation passed
+                timeout=aiohttp.ClientTimeout(total=10),
+            ) as response:
+                response.raise_for_status()
+                await response.json()  # verify it's valid json for other model types
+                return True  # validation passed
 
-    except requests.exceptions.RequestException as e:
+    except aiohttp.ClientError as e:
         logger.debug(f"{model_type} Model {model} at {url} is not healthy: {e}")
         return False