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AaruniAggarwalAaruniAggarwal
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Update Runtime Datascience Dockerfile with ppc64le changes
Signed-off-by: AaruniAggarwal <[email protected]>
1 parent 05957e4 commit 529015b

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‎runtimes/datascience/ubi9-python-3.12/Dockerfile.cpu

Lines changed: 102 additions & 5 deletions
Original file line numberDiff line numberDiff line change
@@ -8,13 +8,33 @@ WORKDIR /opt/app-root/bin
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# OS Packages needs to be installed as root
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USER 0
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ARG TARGETARCH
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# upgrade first to avoid fixable vulnerabilities begin
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RUN dnf -y upgrade --refresh --best --nodocs --noplugins --setopt=install_weak_deps=0 --setopt=keepcache=0 \
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&& dnf clean all -y
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# upgrade first to avoid fixable vulnerabilities end
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# Install useful OS packages
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RUN dnf install -y mesa-libGL skopeo libxcrypt-compat && dnf clean all && rm -rf /var/cache/yum
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# Install useful OS packages (and dev tools for ppc64le only)
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RUN --mount=type=cache,target=/var/cache/dnf \
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echo "Building for architecture: ${TARGETARCH}" && \
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if [ "$TARGETARCH" = "ppc64le" ]; then \
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PACKAGES="mesa-libGL skopeo libxcrypt-compat git gcc-toolset-13 make wget unzip rust cargo unixODBC-devel cmake ninja-build"; \
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else \
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PACKAGES="mesa-libGL skopeo libxcrypt-compat"; \
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fi && \
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echo "Installing: $PACKAGES" && \
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dnf install -y --nogpgcheck --allowerasing --nobest $PACKAGES && \
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dnf clean all && rm -rf /var/cache/yum
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RUN if [ "$TARGETARCH" = "ppc64le" ]; then \
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echo 'export PKG_CONFIG_PATH=/usr/local/lib/pkgconfig/' >> /etc/profile.d/ppc64le.sh && \
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echo 'export LD_LIBRARY_PATH=/usr/local/lib64:/usr/local/lib:/usr/lib64:/usr/lib:$LD_LIBRARY_PATH' >> /etc/profile.d/ppc64le.sh && \
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echo 'export OPENBLAS_VERSION=0.3.30' >> /etc/profile.d/ppc64le.sh && \
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echo 'export ONNX_VERSION=1.19.0' >> /etc/profile.d/ppc64le.sh && \
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echo 'export PATH="$HOME/.cargo/bin:$PATH"' >> /etc/profile.d/ppc64le.sh && \
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echo 'export GRPC_PYTHON_BUILD_SYSTEM_OPENSSL=1' >> /etc/profile.d/ppc64le.sh; \
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fi
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# Other apps and tools installed as default user
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USER 1001
@@ -30,11 +50,61 @@ RUN curl -L https://mirror.openshift.com/pub/openshift-v4/$(uname -m)/clients/oc
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rm -f /tmp/openshift-client-linux.tar.gz
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# Install the oc client end
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###################################
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# openblas builder stage for ppc64le
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##################################
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FROM base AS openblas-builder
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USER root
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WORKDIR /root
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ARG TARGETARCH
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ENV OPENBLAS_VERSION=0.3.30
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RUN echo "openblas-builder stage TARGETARCH: ${TARGETARCH}"
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# Download and build OpenBLAS
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RUN if [ "$TARGETARCH" = "ppc64le" ]; then \
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source /opt/rh/gcc-toolset-13/enable && \
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wget https://github.com/OpenMathLib/OpenBLAS/releases/download/v${OPENBLAS_VERSION}/OpenBLAS-${OPENBLAS_VERSION}.zip && \
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unzip OpenBLAS-${OPENBLAS_VERSION}.zip && cd OpenBLAS-${OPENBLAS_VERSION} && \
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make -j$(nproc) TARGET=POWER9 BINARY=64 USE_OPENMP=1 USE_THREAD=1 NUM_THREADS=120 DYNAMIC_ARCH=1 INTERFACE64=0; \
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else \
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echo "Not ppc64le, skipping OpenBLAS build" && mkdir -p /root/dummy; \
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fi
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###################################
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# onnx builder stage for ppc64le
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###################################
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FROM base AS onnx-builder
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USER root
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WORKDIR /root
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ARG TARGETARCH
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ENV ONNX_VERSION=1.19.0
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RUN echo "onnx-builder stage TARGETARCH: ${TARGETARCH}"
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RUN if [ "$TARGETARCH" = "ppc64le" ]; then \
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source /opt/rh/gcc-toolset-13/enable && \
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git clone --recursive https://github.com/onnx/onnx.git && \
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cd onnx && git checkout v${ONNX_VERSION} && \
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git submodule update --init --recursive && \
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pip install -r requirements.txt && \
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export CMAKE_ARGS="-DPython3_EXECUTABLE=$(which python3.12)" && \
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pip wheel . -w /onnx_wheels; \
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else \
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echo "Not ppc64le, skipping ONNX build" && mkdir -p /onnx_wheels; \
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fi
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#######################
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# runtime-datascience #
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#######################
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FROM base AS runtime-datascience
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ARG TARGETARCH
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ARG DATASCIENCE_SOURCE_CODE=runtimes/datascience/ubi9-python-3.12
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LABEL name="odh-notebook-runtime-datascience-ubi9-python-3.12" \
@@ -48,18 +118,45 @@ LABEL name="odh-notebook-runtime-datascience-ubi9-python-3.12" \
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io.openshift.build.image="quay.io/opendatahub/workbench-images:runtime-datascience-ubi9-python-3.12"
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WORKDIR /opt/app-root/bin
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USER 0
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# Install ppc64le-built wheels if available
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COPY --from=openblas-builder /root/OpenBLAS-* /openblas
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COPY --from=onnx-builder /onnx_wheels /tmp/onnx_wheels
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RUN if [ "$TARGETARCH" = "ppc64le" ]; then \
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echo "Installing ppc64le ONNX wheels and OpenBLAS..." && \
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HOME=/root pip install /tmp/onnx_wheels/*.whl && \
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if [ -d "/openblas" ] && [ "$(ls -A /openblas 2>/dev/null)" ]; then \
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PREFIX=/usr/local make -C /openblas install; \
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fi && rm -rf /openblas /tmp/onnx_wheels; \
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else \
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echo "Skipping architecture-specific wheel installs for (${TARGETARCH})" && \
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rm -rf /tmp/wheels /openblas /tmp/onnx_wheels; \
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fi
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# Install Python packages from requirements.txt
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COPY ${DATASCIENCE_SOURCE_CODE}/pylock.toml ./
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# Copy Elyra dependencies for air-gapped enviroment
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COPY ${DATASCIENCE_SOURCE_CODE}/utils ./utils/
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RUN echo "Installing softwares and packages" && \
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RUN --mount=type=cache,target=/root/.cache/pip \
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echo "Installing softwares and packages" && \
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if [ "$TARGETARCH" = "ppc64le" ]; then \
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export PKG_CONFIG_PATH=/usr/local/lib/pkgconfig; \
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export LD_LIBRARY_PATH=/usr/local/lib64:/usr/local/lib:/usr/lib64:/usr/lib:$LD_LIBRARY_PATH; \
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GRPC_PYTHON_BUILD_SYSTEM_OPENSSL=1 && \
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pip install ml-dtypes && \
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uv pip install --strict --no-deps --no-cache --no-config --no-progress --verify-hashes --compile-bytecode --index-strategy=unsafe-best-match --requirements=./pylock.toml; \
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else \
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# This may have to download and compile some dependencies, and as we don't lock requirements from `build-system.requires`,
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# we often don't know the correct hashes and `--require-hashes` would therefore fail on non amd64, where building is common.
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uv pip install --strict --no-deps --no-cache --no-config --no-progress --verify-hashes --compile-bytecode --index-strategy=unsafe-best-match --requirements=./pylock.toml && \
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# Fix permissions to support pip in Openshift environments \
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uv pip install --strict --no-deps --no-cache --no-config --no-progress --verify-hashes --compile-bytecode --index-strategy=unsafe-best-match --requirements=./pylock.toml; \
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fi && \
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# Fix permissions to support pip in Openshift environments
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chmod -R g+w /opt/app-root/lib/python3.12/site-packages && \
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fix-permissions /opt/app-root -P
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USER 1001
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WORKDIR /opt/app-root/src

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