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Dockerfile.redhat
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#
# Copyright (c) 2020-2023 Intel Corporation
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
#
ARG BASE_IMAGE=registry.access.redhat.com/ubi8/ubi:8.7
FROM $BASE_IMAGE as base_build
LABEL version="1.0.0"
SHELL ["/bin/bash", "-xo", "pipefail", "-c"]
ARG JOBS
COPY entitlement /etc/pki/entitlement
COPY rhsm-ca /etc/rhsm/ca
RUN rm -f /etc/rhsm-host
RUN dnf install -y https://dl.fedoraproject.org/pub/epel/epel-release-latest-8.noarch.rpm && dnf clean all && yum update -d6 -y && yum install -d6 -y \
boost169-atomic \
boost169-chrono \
boost169-filesystem \
boost169-program-options \
boost169-thread \
boost169-system \
boost169-date-time \
libuuid-devel \
bc \
cmake \
curl \
gcc-c++ \
git \
libcurl-devel \
libtool \
libxml2-devel \
make \
openssl-devel \
patch \
pkg-config \
wget \
yum-utils \
https://vault.centos.org/centos/8/AppStream/x86_64/os/Packages/tbb-2018.2-9.el8.x86_64.rpm && \
yum clean all
# Build and install pugixml
# hadolint ignore=DL3003
RUN git clone -b v1.13 https://github.com/zeux/pugixml && \
cd pugixml && \
cmake -DBUILD_SHARED_LIBS=ON && \
make all && \
cp libpugixml.so* /usr/lib64/
####### Azure SDK needs new boost:
WORKDIR /boost
# hadolint ignore=DL3003
RUN wget -nv https://sourceforge.net/projects/boost/files/boost/1.68.0/boost_1_68_0.tar.gz && \
tar xvf boost_1_68_0.tar.gz && cd boost_1_68_0 && ./bootstrap.sh && \
./b2 -j ${JOBS} cxxstd=17 link=static cxxflags='-fPIC' cflags='-fPIC' \
--with-chrono --with-date_time --with-filesystem --with-program_options --with-system \
--with-random --with-thread --with-atomic --with-regex \
--with-log --with-locale \
install
COPY third_party /ovms/third_party/
####### Azure SDK
WORKDIR /azure
RUN git clone --recurse-submodules --depth 1 --branch v2.10.16 https://github.com/Microsoft/cpprestsdk.git && \
git clone --depth 1 --branch v7.5.0 https://github.com/Azure/azure-storage-cpp.git && \
patch -d /azure/cpprestsdk/ -p1 < /ovms/third_party/cpprest/rest_sdk_v2.10.16.patch && \
patch -d /azure/azure-storage-cpp/ -p1 </ovms/third_party/azure/azure_sdk.patch
WORKDIR /azure/cpprestsdk/Release/build.release
RUN cmake .. -DCMAKE_VERBOSE_MAKEFILE=ON -DCMAKE_CXX_FLAGS="-fPIC" -DCMAKE_BUILD_TYPE=Release -DBUILD_SHARED_LIBS=ON -DBoost_USE_STATIC_RUNTIME=ON -DBoost_USE_STATIC_LIBS=ON -DWERROR=OFF -DBUILD_SAMPLES=OFF -DBUILD_TESTS=OFF && make --jobs=$JOBS install
WORKDIR /azure/azure-storage-cpp/Microsoft.WindowsAzure.Storage/build.release
RUN CASABLANCA_DIR=/azure/cpprestsdk cmake .. -DCMAKE_CXX_FLAGS="-fPIC" -DCMAKE_BUILD_TYPE=Release -DBUILD_SHARED_LIBS=ON -DBoost_USE_STATIC_RUNTIME=ON -DBoost_USE_STATIC_LIBS=ON -DCMAKE_VERBOSE_MAKEFILE=ON && make --jobs=$JOBS && make --jobs=$JOBS install
####### End of Azure SDK
# Build AWS S3 SDK
RUN git clone https://github.com/aws/aws-sdk-cpp.git --branch 1.7.129 --single-branch --depth 1 /awssdk
WORKDIR /awssdk/build
RUN cmake -DCMAKE_BUILD_TYPE=Release -DBUILD_ONLY=s3 -DENABLE_TESTING=OFF -DBUILD_SHARED_LIBS=OFF -DMINIMIZE_SIZE=ON -DCMAKE_POSITION_INDEPENDENT_CODE=ON -DFORCE_SHARED_CRT=OFF -DSIMPLE_INSTALL=OFF -DCMAKE_CXX_FLAGS=" -D_GLIBCXX_USE_CXX11_ABI=1 " .. && make --jobs=$JOBS
RUN mv .deps/install/lib64 .deps/install/lib
####### End of AWS S3 SDK
####### Build OpenCV
WORKDIR /ovms/third_party/opencv
RUN ./install_opencv.sh
####### End of OpenCV
################### BASE BUILD ##########################
FROM base_build as final_build
LABEL version="1.0.0"
SHELL ["/bin/bash", "-xo", "pipefail", "-c"]
ARG ov_source_branch=releases/2021/2
ARG JOBS
RUN dnf install -y https://dl.fedoraproject.org/pub/epel/epel-release-latest-8.noarch.rpm && dnf clean all && yum update -d6 -y && yum install -d6 -y \
gdb \
java-11-openjdk-devel \
libgusb.x86_64 \
libusbx \
libtool \
openssl-devel \
python3 \
python3-pip \
python3-devel \
python3-setuptools \
python3-virtualenv \
python3-numpy \
which \
yum-utils \
unzip \
vim \
xz \
https://vault.centos.org/centos/8/AppStream/x86_64/os/Packages/tbb-2018.2-9.el8.x86_64.rpm \
http://mirror.centos.org/centos/8-stream/PowerTools/x86_64/os/Packages/libusb-devel-0.1.5-12.el8.x86_64.rpm \
http://mirror.centos.org/centos/8-stream/BaseOS/x86_64/os/Packages/libusb-0.1.5-12.el8.x86_64.rpm \
http://mirror.centos.org/centos/8-stream/BaseOS/x86_64/os/Packages/libusbx-devel-1.0.23-4.el8.x86_64.rpm && \
yum clean all
ARG NVIDIA=0
# Add Nvidia dev tool if needed
# hadolint ignore=DL3003
RUN if [ "$NVIDIA" == "1" ] ; then true ; else exit 0 ; fi ; \
yum config-manager --save --set-enabled codeready-builder-for-rhel-8-x86_64-rpms && \
yum -y module disable python36 && \
yum install -y \
libzstd-devel \
libcudnn8-8.6.0.163-1.cuda11.8 \
libcudnn8-devel-8.6.0.163-1.cuda11.8 \
libcutensor1-1.6.1.5-1 \
libcutensor-devel-1.6.1.5-1 \
cuda-cudart-devel-11-8 && \
# ignore errors on hosts with older nvidia drivers
yum install -y cuda-11-8 || true && \
yum install -y python38-Cython && \
curl -L https://github.com/Kitware/ninja/releases/download/v1.10.0.gfb670.kitware.jobserver-1/ninja-1.10.0.gfb670.kitware.jobserver-1_x86_64-linux-gnu.tar.gz | tar xzv --strip-components=1 -C /usr/local/bin && \
curl https://github.com/mozilla/sccache/releases/download/v0.2.15/sccache-v0.2.15-x86_64-unknown-linux-musl.tar.gz -L | tar xvzC /usr/local/bin --strip-components=1 --wildcards '*/sccache' && \
chmod a+x /usr/local/bin/sccache && \
curl https://github.com/Kitware/CMake/releases/download/v3.24.0/cmake-3.24.0-linux-x86_64.tar.gz -L | tar xzvC /usr/local --exclude={doc,man} --strip-components=1 && \
curl -L https://github.com/ccache/ccache/releases/download/v4.3/ccache-4.3.tar.xz | tar xJv && \
mkdir -p ccache-4.3/build && cd ccache-4.3/build && \
cmake -DCMAKE_BUILD_TYPE=Release -G Ninja .. && \
ninja -v install && \
rm -rf /var/cache/yum
# build_type=[ opt, dbg ]
ARG build_type=dbg
ARG minitrace_flags
ENV TF_SYSTEM_LIBS="curl"
ENV TEST_LOG="/root/.cache/bazel/_bazel_root/bc57d4817a53cab8c785464da57d1983/execroot/ovms/bazel-out/test.log"
ARG ov_source_branch=master
ARG ov_contrib_branch=master
ARG sentencepiece=0
ARG ov_source_org=openvinotoolkit
ARG ov_contrib_org=openvinotoolkit
ARG ov_use_binary=1
ARG DLDT_PACKAGE_URL
ARG TEMP_DIR=/tmp/openvino_installer
ARG CMAKE_BUILD_TYPE=Release
# hadolint ignore=DL3003
RUN if [[ "$sentencepiece" == "1" || "$NVIDIA" == "1" ]] ; then true ; else exit 0 ; fi ; git clone https://github.com/$ov_contrib_org/openvino_contrib.git /openvino_contrib && cd /openvino_contrib && git checkout $ov_contrib_branch && git submodule update --init --recursive
################### BUILD OPENVINO FROM SOURCE - buildarg ov_use_binary=0 ############################
# Build OpenVINO and nGraph (OV dependency) with D_GLIBCXX_USE_CXX11_ABI=0 or 1
# hadolint ignore=DL3003
RUN if [ "$ov_use_binary" == "0" ] ; then true ; else exit 0 ; fi ; git clone https://github.com/$ov_source_org/openvino.git /openvino && cd /openvino && git checkout $ov_source_branch && git submodule update --init --recursive
WORKDIR /openvino/build
RUN if [ "$ov_use_binary" == "0" ] ; then true ; else exit 0 ; fi ; dnf install -y http://mirror.centos.org/centos/8-stream/PowerTools/x86_64/os/Packages/opencl-headers-2.2-1.20180306gite986688.el8.noarch.rpm && dnf clean all
RUN if [ "$ov_use_binary" == "0" ] ; then true ; else exit 0 ; fi ; cmake -DCMAKE_BUILD_TYPE="$CMAKE_BUILD_TYPE" -DENABLE_SAMPLES=0 -DNGRAPH_USE_CXX_ABI=1 -DCMAKE_CXX_FLAGS=" -D_GLIBCXX_USE_CXX11_ABI=1 -Wno-error=parentheses " ..
RUN if [ "$ov_use_binary" == "0" ] ; then true ; else exit 0 ; fi ; make --jobs=$JOBS
RUN if [ "$ov_use_binary" == "0" ] ; then true ; else exit 0 ; fi ; make install
RUN if [ "$ov_use_binary" == "0" ] ; then true ; else exit 0 ; fi ; \
mkdir -p /opt/intel/openvino/extras && \
mkdir -p /opt/intel/openvino && \
ln -s /openvino/inference-engine/temp/opencv_*/opencv /opt/intel/openvino/extras && \
ln -s /usr/local/runtime /opt/intel/openvino && \
ln -s /openvino/scripts/setupvars/setupvars.sh /opt/intel/openvino/setupvars.sh && \
ln -s /opt/intel/openvino /opt/intel/openvino_2022
################## END OF OPENVINO SOURCE BUILD ######################
################### TAKE OPENVINO FROM A BINARY RELEASE - buildarg ov_use_binary=1 (DEFAULT) ##########
WORKDIR $TEMP_DIR
# OV toolkit package
RUN if [ "$ov_use_binary" = "1" ] && [ "$DLDT_PACKAGE_URL" != "" ]; then true ; else exit 0 ; fi ; \
wget -nv $DLDT_PACKAGE_URL && \
mkdir /opt/intel && \
tar -zxf l_openvino_toolkit*.tgz -C /opt/intel && \
ln -s /opt/intel/l_openvino_toolkit* /opt/intel/openvino && \
ln -s /opt/intel/l_openvino_toolkit* /opt/intel/openvino_2022
# install sample apps including benchmark_app
RUN yum install -y http://mirror.centos.org/centos/8-stream/PowerTools/x86_64/os/Packages/gflags-devel-2.2.2-1.el8.x86_64.rpm \
http://mirror.centos.org/centos/8-stream/PowerTools/x86_64/os/Packages/gflags-2.2.2-1.el8.x86_64.rpm \
https://download-ib01.fedoraproject.org/pub/epel/8/Everything/x86_64/Packages/j/json-devel-3.6.1-2.el8.x86_64.rpm && \
rm -rf /var/cache/yum
RUN if [ -f /opt/intel/openvino/samples/cpp/build_samples.sh ]; then /opt/intel/openvino/samples/cpp/build_samples.sh ; fi
#################### END OF OPENVINO BINARY INSTALL
# SENTENCEPIECE_EXTENSION
ENV OpenVINO_DIR=/opt/intel/openvino/runtime/cmake
WORKDIR /openvino_contrib/modules/custom_operations/user_ie_extensions
RUN if [ "$sentencepiece" == "1" ] ; then true ; else exit 0 ; fi ; cmake .. -DCMAKE_BUILD_TYPE=Release -DCUSTOM_OPERATIONS="sentence_piece" && cmake --build . --parallel $JOBS
# NVIDIA
ENV OPENVINO_BUILD_PATH=/cuda_plugin_build
ENV OPENVINO_HOME=/openvino
ENV OPENVINO_CONTRIB=/openvino_contrib
# hadolint ignore=DL3003
RUN if [ "$NVIDIA" == "1" ] ; then true ; else exit 0 ; fi ; \
mkdir "${OPENVINO_BUILD_PATH}" && \
cd "${OPENVINO_BUILD_PATH}" && \
cmake "${OPENVINO_HOME}" \
-DENABLE_NVIDIA=ON \
-DENABLE_TESTS=ON \
-DBUILD_arm_plugin=OFF \
-DBUILD_java_api=OFF \
-DOPENVINO_EXTRA_MODULES="${OPENVINO_CONTRIB}"/modules \
-DWHEEL_VERSION=2022.1.0 \
-DVERBOSE_BUILD=ON \
-DCMAKE_BUILD_TYPE="$CMAKE_BUILD_TYPE" && \
cmake --build "${OPENVINO_BUILD_PATH}" --target openvino_nvidia_gpu_plugin -j "$JOBS"
# Build OpenVINO Model Server
WORKDIR /ovms
COPY .bazelrc WORKSPACE /ovms/
# since bazel does not have easy way to pass if down the dependencies to have select the sources
# for libcurl & ssl we hack it this way
RUN ln -s /usr/lib64 /usr/lib/x86_64-linux-gnu
COPY external /ovms/external/
COPY third_party /ovms/third_party/
RUN alternatives --set python /usr/bin/python3
# Set up Bazel
ENV BAZEL_VERSION 5.3.1
WORKDIR /bazel
RUN curl -H "User-Agent: Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/57.0.2987.133 Safari/537.36" -fSsL -O https://github.com/bazelbuild/bazel/releases/download/$BAZEL_VERSION/bazel-$BAZEL_VERSION-installer-linux-x86_64.sh && \
curl -H "User-Agent: Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/57.0.2987.133 Safari/537.36" -fSsL -o /bazel/LICENSE.txt https://raw.githubusercontent.com/bazelbuild/bazel/master/LICENSE && \
chmod +x bazel-*.sh && \
./bazel-$BAZEL_VERSION-installer-linux-x86_64.sh && \
rm -f /bazel/bazel-$BAZEL_VERSION-installer-linux-x86_64.sh
RUN yum install -y https://github.com/linux-test-project/lcov/releases/download/v1.16/lcov-1.16-1.noarch.rpm && yum clean all
WORKDIR /ovms
ENV LD_LIBRARY_PATH=${LD_LIBRARY_PATH}:/opt/intel/openvino/runtime/lib/intel64/:/opt/opencv/lib/:/opt/intel/openvino/runtime/3rdparty/tbb/lib/
ARG debug_bazel_flags=--strip=never\ --copt="-g"\ -c\ dbg
RUN if [[ $debug_bazel_flags == *"MEDIAPIPE_DISABLE=1"* ]]; then true ; else exit 0 ; fi ; \
sed -i -e 's|3.19.1|3.9.2|g' WORKSPACE && \
sed -i -e 's|87407cd28e7a9c95d9f61a098a53cf031109d451a7763e7dd1253abf8b4df422|1fbf1c2962af287607232b2eddeaec9b4f4a7a6f5934e1a9276e9af76952f7e0|g' WORKSPACE
# hadolint ignore=DL3059
RUN bazel build --jobs=$JOBS ${debug_bazel_flags} @org_tensorflow//tensorflow/core:framework
# Patch apple build scripts
# hadolint ignore=SC2046
RUN patch -d $(bazel info output_base)/external/build_bazel_rules_apple/ -p1 < /ovms/third_party/build_bazel_rules_apple/bazel_rules_apple.patch
# Mediapipe
COPY BUILD.bazel /ovms/
COPY yarn.lock /ovms/
COPY package.json /ovms/
# prebuild dependencies before copying sources
RUN bazel build --jobs=$JOBS ${debug_bazel_flags} //:ovms_dependencies
# hadolint ignore=DL3059
RUN cp -v /etc/ssl/certs/ca-bundle.crt /etc/ssl/certs/ca-certificates.crt
# Copy example clients into build image for static analysis
WORKDIR /example_cpp_client
COPY demos/common/cpp /example_cpp_client/cpp
COPY demos/benchmark/cpp/synthetic_client_async_benchmark.cpp demos/image_classification/cpp/*.cpp /example_cpp_client/cpp/src/
COPY src/ /ovms/src/
# Sample CPU Extension
WORKDIR /ovms/src/example/SampleCpuExtension/
RUN make
WORKDIR /ovms
ARG PROJECT_VERSION="2023.0"
ARG PROJECT_NAME="OpenVINO Model Server"
LABEL description=${PROJECT_NAME}
# Set OVMS version strings
RUN bash -c "sed -i -e 's|REPLACE_PROJECT_NAME|${PROJECT_NAME}|g' /ovms/src/version.hpp"
RUN if [ "$build_type" = "dbg" ] ; then bash -c "sed -i -e 's|REPLACE_PROJECT_VERSION|${PROJECT_VERSION}-debug|g' /ovms/src/version.hpp" ; else bash -c "sed -i -e 's|REPLACE_PROJECT_VERSION|${PROJECT_VERSION}|g' /ovms/src/version.hpp" ; fi ;
RUN if [ "$ov_use_binary" = "1" ] ; then true ; else exit 0 ; fi ; sed -i -e "s#REPLACE_OPENVINO_NAME#$(find /opt/intel/ -maxdepth 1 -mindepth 1 -type d | grep openvino | grep -Eo '[0-9]{4}.[0-9].[0-9].[0-9]+.[^_]+')#g" /ovms/src/version.hpp
# Test Coverage
COPY ci/check_coverage.bat /ovms/
ARG CHECK_COVERAGE=0
ARG RUN_TESTS=1
RUN if [ "$RUN_TESTS" == "1" ] ; then if [ "$CHECK_COVERAGE" = "1" ] ; then bazel coverage --combined_report=lcov --jobs=$JOBS ${debug_bazel_flags} --test_timeout=1800 --test_summary=detailed --test_output=streamed --test_filter=-*Stress*Mediapipe* //src:ovms_test > ${TEST_LOG} 2>&1 || { cat ${TEST_LOG} && rm -rf ${TEST_LOG} && exit 1 ; } && genhtml --output genhtml "$(bazel info output_path)/_coverage/_coverage_report.dat" ; fi ; \
bazel test --jobs=$JOBS ${debug_bazel_flags} --test_timeout=1800 --test_summary=detailed --test_output=streamed --test_filter=-*Stress*Mediapipe* //src:ovms_test > ${TEST_LOG} 2>&1 || (cat ${TEST_LOG} && rm -rf ${TEST_LOG} && exit 1 ; ) && tail -n 100 ${TEST_LOG} && rm -rf ${TEST_LOG} ; fi ;
# C api shared library
RUN bazel build --jobs $JOBS ${debug_bazel_flags} //src:ovms_shared
# C api app with bazel
# hadolint ignore=DL3059
RUN bazel build --jobs $JOBS ${debug_bazel_flags} //src:capi_cpp_example
# C-API benchmark app
RUN bazel build --jobs=$JOBS ${debug_bazel_flags} //src:capi_benchmark && ./bazel-bin/src/capi_benchmark --niter 2 --threads_per_ireq 2 --nireq 1 --servable_name "dummy" --inputs_names "b" --shape "b[1,10]"
# OVMS
RUN bazel build --jobs=$JOBS ${debug_bazel_flags} ${minitrace_flags} //src:ovms
# hadolint ignore=DL3059
RUN bazel build --jobs=$JOBS ${debug_bazel_flags} //src:libsampleloader.so
# C-api C/C++ app with gcc
COPY MakefileCapi /ovms/
RUN make -f MakefileCapi cpp BAZEL_DEBUG_FLAGS="${debug_bazel_flags}" && \
make -f MakefileCapi c BAZEL_DEBUG_FLAGS="${debug_bazel_flags}"
ARG ovms_metadata_file
COPY ${ovms_metadata_file} metadata.json
RUN if [ "$build_type" == "dbg" ] ; then bash -c "cp /ovms/bazel-out/k8-dbg/bin/src/ovms /ovms/bazel-bin/src/ovms" ; else exit 0; fi ;
RUN /ovms/bazel-bin/src/ovms --version && /ovms/bazel-bin/src/ovms
COPY release_files/thirdparty-licenses/ /ovms/release_files/thirdparty-licenses/
COPY release_files/LICENSE /ovms/release_files/LICENSE
COPY client /client
COPY demos /demos
RUN rm -Rf /etc/entitlement /etc/rhsm/ca