Add testing for Python custom metrics API

qa/L0_backend_python/custom_metrics/test.sh

@@ -0,0 +1,85 @@
+#!/bin/bash
+# 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.
+
+CLIENT_PY=../python_unittest.py
+CLIENT_LOG="./client.log"
+EXPECTED_NUM_TESTS="1"
+TEST_RESULT_FILE='test_results.txt'
+source ../../common/util.sh
+
+TRITON_DIR=${TRITON_DIR:="/opt/tritonserver"}
+SERVER=${TRITON_DIR}/bin/tritonserver
+BACKEND_DIR=${TRITON_DIR}/backends
+SERVER_ARGS="--model-repository=`pwd`/models --backend-directory=${BACKEND_DIR} --log-verbose=1"
+SERVER_LOG="./inference_server.log"
+
+RET=0
+rm -fr *.log ./models *.txt
+
+mkdir -p models/custom_metrics/1/
+cp ../../python_models/custom_metrics/model.py models/custom_metrics/1/
+cp ../../python_models/custom_metrics/config.pbtxt models/custom_metrics
+
+run_server
+if [ "$SERVER_PID" == "0" ]; then
+    echo -e "\n***\n*** Failed to start $SERVER\n***"
+    cat $SERVER_LOG
+    exit 1
+fi
+
+set +e
+
+export MODEL_NAME='custom_metrics'
+python3 $CLIENT_PY >> $CLIENT_LOG 2>&1 
+if [ $? -ne 0 ]; then
+    echo -e "\n***\n*** 'Custom Metrics' test FAILED. \n***"
+    cat $CLIENT_LOG
+    RET=1
+else
+    check_test_results $TEST_RESULT_FILE $EXPECTED_NUM_TESTS
+    if [ $? -ne 0 ]; then
+        cat $CLIENT_LOG
+        echo -e "\n***\n*** Test Result Verification Failed\n***"
+        RET=1
+    fi
+fi
+
+set -e
+
+kill $SERVER_PID
+wait $SERVER_PID
+
+
+if [ $RET -eq 1 ]; then
+    cat $CLIENT_LOG
+    cat $SERVER_LOG
+    echo -e "\n***\n*** Custom Metrics test FAILED. \n***"
+else
+    echo -e "\n***\n*** Custom Metrics test PASSED. \n***"
+fi
+
+exit $RET

qa/L0_backend_python/examples/test.sh

@@ -413,6 +413,36 @@ set -e
 kill $SERVER_PID
 wait $SERVER_PID
 
+# Custom Metrics
+CLIENT_LOG="./custom_metrics_client.log"
+mkdir -p models/custom_metrics/1
+cp examples/custom_metrics/model.py models/custom_metrics/1/model.py
+cp examples/custom_metrics/config.pbtxt models/custom_metrics/config.pbtxt
+run_server
+if [ "$SERVER_PID" == "0" ]; then
+    echo -e "\n***\n*** Failed to start $SERVER\n***"
+    cat $SERVER_LOG
+    RET=1
+fi
+
+set +e
+python3 examples/custom_metrics/client.py > $CLIENT_LOG
+if [ $? -ne 0 ]; then
+    echo -e "\n***\n*** Failed to verify Custom Metrics example. \n***"
+    RET=1
+fi
+
+grep "PASS" $CLIENT_LOG
+if [ $? -ne 0 ]; then
+    echo -e "\n***\n*** Failed to verify Custom Metrics example. \n***"
+    cat $CLIENT_LOG
+    RET=1
+fi
+set -e
+
+kill $SERVER_PID
+wait $SERVER_PID
+
 
 if [ $RET -eq 0 ]; then
     echo -e "\n***\n*** Example verification test PASSED.\n***"

qa/L0_backend_python/test.sh

@@ -441,6 +441,11 @@ if [ "$TEST_JETSON" == "0" ]; then
   fi
 fi
 
+(cd custom_metrics && bash -ex test.sh)
+if [ $? -ne 0 ]; then
+  RET=1
+fi
+
 if [ $RET -eq 0 ]; then
   echo -e "\n***\n*** Test Passed\n***"
 else

qa/python_models/custom_metrics/config.pbtxt

@@ -0,0 +1,43 @@
+# 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.
+
+name: "custom_metrics"
+backend: "python"
+
+output [
+  {
+    name: "OUTPUT0"
+    data_type: TYPE_FP32
+    dims: [ 16 ]
+  }
+]
+
+instance_group [
+  { 
+    count: 3
+    kind: KIND_CPU 
+  }
+]