Add gRPC AsyncIO request cancellation tests

qa/L0_request_cancellation/grpc_cancellation_test.py

@@ -0,0 +1,141 @@
+#!/usr/bin/env python3
+
+# Copyright 2023, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
+#
+# Redistribution and use in source and binary forms, with or without
+# modification, are permitted provided that the following conditions
+# are met:
+#  * Redistributions of source code must retain the above copyright
+#    notice, this list of conditions and the following disclaimer.
+#  * Redistributions in binary form must reproduce the above copyright
+#    notice, this list of conditions and the following disclaimer in the
+#    documentation and/or other materials provided with the distribution.
+#  * Neither the name of NVIDIA CORPORATION nor the names of its
+#    contributors may be used to endorse or promote products derived
+#    from this software without specific prior written permission.
+#
+# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS ``AS IS'' AND ANY
+# EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
+# IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR
+# PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL THE COPYRIGHT OWNER OR
+# CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+# EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+# PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+# PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+# OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+# (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
+# OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+
+import asyncio
+import queue
+import time
+import unittest
+from functools import partial
+
+import numpy as np
+import tritonclient.grpc as grpcclient
+import tritonclient.grpc.aio as grpcclientaio
+from tritonclient.utils import InferenceServerException
+
+
+class UserData:
+    def __init__(self):
+        self._completed_requests = queue.Queue()
+
+
+def callback(user_data, result, error):
+    if error:
+        user_data._completed_requests.put(error)
+    else:
+        user_data._completed_requests.put(result)
+
+
+class GrpcCancellationTest(unittest.IsolatedAsyncioTestCase):
+    _model_name = "custom_identity_int32"
+    _model_delay = 10.0  # seconds
+    _grpc_params = {"url": "localhost:8001", "verbose": True}
+
+    def setUp(self):
+        self._client = grpcclient.InferenceServerClient(**self._grpc_params)
+        self._client_aio = grpcclientaio.InferenceServerClient(**self._grpc_params)
+        self._user_data = UserData()
+        self._callback = partial(callback, self._user_data)
+        self._prepare_request()
+        self._start_time = time.time()  # seconds
+
+    def tearDown(self):
+        self._end_time = time.time()  # seconds
+        self._assert_max_duration()
+
+    def _prepare_request(self):
+        self._inputs = []
+        self._inputs.append(grpcclient.InferInput("INPUT0", [1, 1], "INT32"))
+        self._outputs = []
+        self._outputs.append(grpcclient.InferRequestedOutput("OUTPUT0"))
+        self._inputs[0].set_data_from_numpy(np.array([[10]], dtype=np.int32))
+
+    def _assert_max_duration(self):
+        max_duration = self._model_delay * 0.5  # seconds
+        duration = self._end_time - self._start_time  # seconds
+        self.assertLess(
+            duration,
+            max_duration,
+            f"test runtime expected less than {max_duration}s response time, got {duration}s",
+        )
+
+    def _assert_callback_cancelled(self):
+        self.assertFalse(self._user_data._completed_requests.empty())
+        data_item = self._user_data._completed_requests.get()
+        self.assertIsInstance(data_item, InferenceServerException)
+        self.assertIn("Locally cancelled by application!", str(data_item))
+
+    def test_grpc_async_infer(self):
+        future = self._client.async_infer(
+            model_name=self._model_name,
+            inputs=self._inputs,
+            callback=self._callback,
+            outputs=self._outputs,
+        )
+        time.sleep(2)  # ensure the inference has started
+        future.cancel()
+        time.sleep(0.1)  # context switch
+        self._assert_callback_cancelled()
+
+    def test_grpc_stream_infer(self):
+        self._client.start_stream(callback=self._callback)
+        self._client.async_stream_infer(
+            model_name=self._model_name, inputs=self._inputs, outputs=self._outputs
+        )
+        time.sleep(2)  # ensure the inference has started
+        self._client.stop_stream(cancel_requests=True)
+        self._assert_callback_cancelled()
+
+    async def test_aio_grpc_async_infer(self):
+        infer_task = asyncio.create_task(
+            self._client_aio.infer(
+                model_name=self._model_name, inputs=self._inputs, outputs=self._outputs
+            )
+        )
+        await asyncio.sleep(2)  # ensure the inference has started
+        infer_task.cancel()
+        with self.assertRaises(asyncio.CancelledError):
+            await infer_task
+
+    async def test_aio_grpc_stream_infer(self):
+        async def requests_generator():
+            yield {
+                "model_name": self._model_name,
+                "inputs": self._inputs,
+                "outputs": self._outputs,
+            }
+
+        responses_iterator = self._client_aio.stream_infer(requests_generator())
+        await asyncio.sleep(2)  # ensure the inference has started
+        self.assertTrue(responses_iterator.cancel())
+        with self.assertRaises(asyncio.CancelledError):
+            async for result, error in responses_iterator:
+                self._callback(result, error)
+
+
+if __name__ == "__main__":
+    unittest.main()