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Test python environments 3.8-3.11 (#6109)
Add tests for python 3.8-3.11 for L0_python_backends
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| Original file line number | Diff line number | Diff line change |
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| #!/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. | ||
| RET=0 | ||
| set -e | ||
| if [ ${PYTHON_ENV_VERSION} = "10" ]; then | ||
| echo No need to set up anything for default python3.${PYTHON_ENV_VERSION} | ||
| exit $RET | ||
| fi | ||
|
|
||
| source common.sh | ||
| source ../common/util.sh | ||
|
|
||
| SERVER=/opt/tritonserver/bin/tritonserver | ||
| BASE_SERVER_ARGS="--model-repository=`pwd`/models --log-verbose=1 --disable-auto-complete-config" | ||
| PYTHON_BACKEND_BRANCH=$PYTHON_BACKEND_REPO_TAG | ||
| SERVER_ARGS=$BASE_SERVER_ARGS | ||
| SERVER_LOG="./inference_server.log" | ||
| export PYTHON_ENV_VERSION=${PYTHON_ENV_VERSION:="10"} | ||
| RET=0 | ||
| EXPECTED_VERSION_STRINGS="" | ||
|
|
||
| rm -fr ./models | ||
| rm -rf *.tar.gz | ||
| install_build_deps | ||
| install_conda | ||
|
|
||
| # Test other python versions | ||
| conda update -n base -c defaults conda -y | ||
| # Create a model with python 3.8 version | ||
| # Successful execution of the Python model indicates that the environment has | ||
| # been setup correctly. | ||
| if [ ${PYTHON_ENV_VERSION} = "8" ]; then | ||
| create_conda_env "3.8" "python-3-8" | ||
| conda install -c conda-forge libstdcxx-ng=12 -y | ||
| conda install numpy=1.23.4 -y | ||
| conda install tensorflow=2.10.0 -y | ||
| EXPECTED_VERSION_STRING="Python version is 3.8, NumPy version is 1.23.4, and Tensorflow version is 2.10.0" | ||
| create_python_backend_stub | ||
| conda-pack -o python3.8.tar.gz | ||
| path_to_conda_pack="$PWD/python-3-8" | ||
| mkdir -p $path_to_conda_pack | ||
| tar -xzf python3.8.tar.gz -C $path_to_conda_pack | ||
| mkdir -p models/python_3_8/1/ | ||
| cp ../python_models/python_version/config.pbtxt ./models/python_3_8 | ||
| (cd models/python_3_8 && \ | ||
| sed -i "s/^name:.*/name: \"python_3_8\"/" config.pbtxt && \ | ||
| echo "parameters: {key: \"EXECUTION_ENV_PATH\", value: {string_value: \"$path_to_conda_pack\"}}">> config.pbtxt) | ||
| cp ../python_models/python_version/model.py ./models/python_3_8/1/ | ||
| cp python_backend/builddir/triton_python_backend_stub ./models/python_3_8 | ||
| fi | ||
|
|
||
| # Create a model with python 3.9 version | ||
| # Successful execution of the Python model indicates that the environment has | ||
| # been setup correctly. | ||
| if [ ${PYTHON_ENV_VERSION} = "9" ]; then | ||
| create_conda_env "3.9" "python-3-9" | ||
| conda install -c conda-forge libstdcxx-ng=12 -y | ||
| conda install numpy=1.23.4 -y | ||
| conda install tensorflow=2.10.0 -y | ||
| EXPECTED_VERSION_STRING="Python version is 3.9, NumPy version is 1.23.4, and Tensorflow version is 2.10.0" | ||
| create_python_backend_stub | ||
| conda-pack -o python3.9.tar.gz | ||
| path_to_conda_pack="$PWD/python-3-9" | ||
| mkdir -p $path_to_conda_pack | ||
| tar -xzf python3.9.tar.gz -C $path_to_conda_pack | ||
| mkdir -p models/python_3_9/1/ | ||
| cp ../python_models/python_version/config.pbtxt ./models/python_3_9 | ||
| (cd models/python_3_9 && \ | ||
| sed -i "s/^name:.*/name: \"python_3_9\"/" config.pbtxt && \ | ||
| echo "parameters: {key: \"EXECUTION_ENV_PATH\", value: {string_value: \"$path_to_conda_pack\"}}">> config.pbtxt) | ||
| cp ../python_models/python_version/model.py ./models/python_3_9/1/ | ||
| cp python_backend/builddir/triton_python_backend_stub ./models/python_3_9 | ||
| fi | ||
|
|
||
| # Create a model with python 3.11 version | ||
| # Successful execution of the Python model indicates that the environment has | ||
| # been setup correctly. | ||
| if [ ${PYTHON_ENV_VERSION} = "11" ]; then | ||
| create_conda_env "3.11" "python-3-11" | ||
| # tensorflow needs to be installed before numpy so pip does not mess up conda | ||
| # environment | ||
| pip install tensorflow==2.12.0 | ||
| conda install -c conda-forge libstdcxx-ng=12 -y | ||
| conda install numpy=1.23.5 -y | ||
| EXPECTED_VERSION_STRING="Python version is 3.11, NumPy version is 1.23.5, and Tensorflow version is 2.12.0" | ||
| create_python_backend_stub | ||
| conda-pack -o python3.11.tar.gz | ||
| path_to_conda_pack="$PWD/python-3-11" | ||
| mkdir -p $path_to_conda_pack | ||
| tar -xzf python3.11.tar.gz -C $path_to_conda_pack | ||
| mkdir -p models/python_3_11/1/ | ||
| cp ../python_models/python_version/config.pbtxt ./models/python_3_11 | ||
| (cd models/python_3_11 && \ | ||
| sed -i "s/^name:.*/name: \"python_3_11\"/" config.pbtxt && \ | ||
| echo "parameters: {key: \"EXECUTION_ENV_PATH\", value: {string_value: \"$path_to_conda_pack\"}}">> config.pbtxt) | ||
| cp ../python_models/python_version/model.py ./models/python_3_11/1/ | ||
| cp python_backend/builddir/triton_python_backend_stub ./models/python_3_11 | ||
| fi | ||
| conda deactivate | ||
| rm -rf ./miniconda | ||
|
|
||
| # test that | ||
| set +e | ||
| run_server | ||
| if [ "$SERVER_PID" == "0" ]; then | ||
| echo -e "\n***\n*** Failed to start $SERVER\n***" | ||
| cat $SERVER_LOG | ||
| exit 1 | ||
| fi | ||
|
|
||
| kill $SERVER_PID | ||
| wait $SERVER_PID | ||
|
|
||
| grep "$EXPECTED_VERSION_STRING" $SERVER_LOG | ||
| if [ $? -ne 0 ]; then | ||
| cat $SERVER_LOG | ||
| echo -e "\n***\n*** $EXPECTED_VERSION_STRING was not found in Triton logs. \n***" | ||
| RET=1 | ||
| fi | ||
| set -e | ||
|
|
||
| echo "python environment 3.${PYTHON_ENV_VERSION}" | ||
| # copy the stub out to /opt/tritonserver/backends/python/triton_python_backend_stub | ||
| cp python_backend/builddir/triton_python_backend_stub /opt/tritonserver/backends/python/triton_python_backend_stub | ||
| # Set up environment and stub for each test | ||
| add-apt-repository ppa:deadsnakes/ppa -y | ||
| apt-get update && apt-get -y install \ | ||
| "python3.${PYTHON_ENV_VERSION}-dev" \ | ||
| "python3.${PYTHON_ENV_VERSION}-distutils" \ | ||
| libboost-dev | ||
| rm -f /usr/bin/python3 && \ | ||
| ln -s "/usr/bin/python3.${PYTHON_ENV_VERSION}" /usr/bin/python3 && \ | ||
| rm -r /usr/bin/python3.10 | ||
| pip3 install --upgrade install requests numpy virtualenv | ||
| find /opt/tritonserver/qa/pkgs/ -maxdepth 1 -type f -name \ | ||
| "tritonclient-*linux*.whl" | xargs printf -- '%s[all]' | \ | ||
| xargs pip3 install --upgrade | ||
|
|
||
| # Build triton-shm-monitor for the test | ||
| cd python_backend && rm -rf install build && mkdir build && cd build && \ | ||
| cmake -DCMAKE_INSTALL_PREFIX:PATH=$PWD/install \ | ||
| -DTRITON_COMMON_REPO_TAG:STRING=${TRITON_COMMON_REPO_TAG} \ | ||
| -DTRITON_CORE_REPO_TAG:STRING=${TRITON_CORE_REPO_TAG} \ | ||
| -DTRITON_BACKEND_REPO_TAG:STRING=${TRITON_BACKEND_REPO_TAG} .. && \ | ||
| make -j16 triton-shm-monitor install | ||
| cp $PWD/install/backends/python/triton_shm_monitor.cpython-* /opt/tritonserver/qa/common/. | ||
| set +e | ||
| exit $RET |
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