diff --git a/jupyter/datascience/ubi9-python-3.12/Dockerfile.cpu b/jupyter/datascience/ubi9-python-3.12/Dockerfile.cpu
index 8e340625e9..2ae7f25056 100644
--- a/jupyter/datascience/ubi9-python-3.12/Dockerfile.cpu
+++ b/jupyter/datascience/ubi9-python-3.12/Dockerfile.cpu
@@ -53,6 +53,52 @@ RUN curl -L https://mirror.openshift.com/pub/openshift-v4/$(uname -m)/clients/oc
     rm -f /tmp/openshift-client-linux.tar.gz
 # Install the oc client end
 
+#######################################################
+# common-builder (for Power-only)
+#######################################################
+FROM cpu-base AS common-builder
+USER root
+RUN if [ "$(uname -m)" = "ppc64le" ]; then \
+    dnf install -y gcc-toolset-13 cmake ninja-build git wget unzip && \
+    dnf clean all; \
+    else \
+     echo "Skipping common-builder package install on non-Power"; \
+    fi
+
+#######################################################
+# onnx-builder (Power-only)
+#######################################################
+FROM common-builder AS onnx-builder
+ARG ONNX_VERSION=v1.19.0
+WORKDIR /root
+RUN if [ "$(uname -m)" = "ppc64le" ]; then \
+    source /opt/rh/gcc-toolset-13/enable && \
+    git clone --recursive https://github.com/onnx/onnx.git && \
+    cd onnx && git checkout ${ONNX_VERSION} && \
+    git submodule update --init --recursive && \
+    pip install -r requirements.txt && \
+    export CMAKE_ARGS="-DPython3_EXECUTABLE=$(which python3.12)" && \
+    pip wheel . -w /root/onnx_wheel; \
+    else \
+    echo "Skipping ONNX build on non-Power"; \
+    mkdir -p /root/onnx_wheel; \
+    fi
+
+#######################################################
+# openblas-builder (Power-only)
+#######################################################
+FROM common-builder AS openblas-builder
+ARG OPENBLAS_VERSION=0.3.30
+WORKDIR /root
+RUN if [ "$(uname -m)" = "ppc64le" ]; then \
+    wget https://github.com/OpenMathLib/OpenBLAS/releases/download/v${OPENBLAS_VERSION}/OpenBLAS-${OPENBLAS_VERSION}.zip && \
+    unzip OpenBLAS-${OPENBLAS_VERSION}.zip && \
+    cd OpenBLAS-${OPENBLAS_VERSION} && \
+    make -j$(nproc) TARGET=POWER9 BINARY=64 USE_OPENMP=1 USE_THREAD=1 NUM_THREADS=120 DYNAMIC_ARCH=1 INTERFACE64=0; \
+    else \
+    mkdir -p OpenBLAS-${OPENBLAS_VERSION}; \
+    echo "Skipping OpenBLAS build on non-Power"; \
+    fi
 ####################
 # jupyter-minimal #
 ####################
@@ -85,6 +131,7 @@ ENTRYPOINT ["start-notebook.sh"]
 FROM jupyter-minimal AS jupyter-datascience
 
 ARG DATASCIENCE_SOURCE_CODE=jupyter/datascience/ubi9-python-3.12
+ARG OPENBLAS_VERSION=0.3.30
 
 LABEL name="odh-notebook-jupyter-datascience-ubi9-python-3.12" \
     summary="Jupyter data science notebook image for ODH notebooks" \
@@ -102,15 +149,29 @@ WORKDIR /opt/app-root/bin
 USER root
 
 # Install useful OS packages
-RUN dnf install -y jq unixODBC postgresql git-lfs libsndfile libxcrypt-compat && dnf clean all && rm -rf /var/cache/yum
+RUN dnf install -y jq unixODBC unixODBC-devel postgresql git-lfs libsndfile libxcrypt-compat && \
+    dnf clean all && rm -rf /var/cache/yum
 
 # Copy dynamically-linked mongocli built in earlier build stage
 COPY --from=mongocli-builder /tmp/mongocli /opt/app-root/bin/
 
-# Other apps and tools installed as default user
-USER 1001
 
-# Install Python packages and Jupyterlab extensions from requirements.txt
+ENV PKG_CONFIG_PATH=/usr/local/lib/pkgconfig/
+
+# Copy OpenBLAS,ONNX wheels for Power
+COPY --from=openblas-builder /root/OpenBLAS-${OPENBLAS_VERSION} /openblas
+COPY --from=onnx-builder /root/onnx_wheel/ /onnxwheels/
+
+# Power-specific ONNX/OpenBLAS installation
+RUN if [ "$(uname -m)" = "ppc64le" ]; then \
+    pip install /onnxwheels/*.whl && \
+    PREFIX=/usr/local make -C /openblas install && \
+    rm -rf /onnxwheels /openblas; \
+    else \
+    echo "Skipping ONNX/OpenBLAS install on non-Power"; \
+    fi
+
+# Install Python packages and Jupyterlab extensions from pylock.toml
 COPY ${DATASCIENCE_SOURCE_CODE}/pylock.toml ./
 # Copy Elyra setup to utils so that it's sourced at startup
 COPY ${DATASCIENCE_SOURCE_CODE}/setup-elyra.sh ${DATASCIENCE_SOURCE_CODE}/utils ./utils/
diff --git a/jupyter/datascience/ubi9-python-3.12/Dockerfile.konflux.cpu b/jupyter/datascience/ubi9-python-3.12/Dockerfile.konflux.cpu
index 7fa3d13959..e4711f1da8 100644
--- a/jupyter/datascience/ubi9-python-3.12/Dockerfile.konflux.cpu
+++ b/jupyter/datascience/ubi9-python-3.12/Dockerfile.konflux.cpu
@@ -11,10 +11,24 @@ FROM registry.access.redhat.com/ubi9/go-toolset:latest AS mongocli-builder
 ARG MONGOCLI_VERSION=2.0.4
 
 WORKDIR /tmp/
-RUN curl -Lo mongodb-cli-mongocli-v${MONGOCLI_VERSION}.zip https://github.com/mongodb/mongodb-cli/archive/refs/tags/mongocli/v${MONGOCLI_VERSION}.zip
-RUN unzip ./mongodb-cli-mongocli-v${MONGOCLI_VERSION}.zip
-RUN cd ./mongodb-cli-mongocli-v${MONGOCLI_VERSION}/ && \
-    CGO_ENABLED=1 GOOS=linux go build -a -tags strictfipsruntime -o /tmp/mongocli ./cmd/mongocli/
+
+ARG TARGETARCH
+
+# Keep s390x special-case from original (create dummy binary) but
+# include explicit curl/unzip steps from the delta for non-s390x.
+RUN arch="${TARGETARCH:-$(uname -m)}" && \
+    arch=$(echo "$arch" | cut -d- -f1) && \
+    if [ "$arch" = "s390x" ]; then \
+        echo "Skipping mongocli build for ${arch}, creating dummy binary"; \
+        mkdir -p /tmp && echo -e '#!/bin/sh\necho "mongocli not supported on s390x"' > /tmp/mongocli && \
+        chmod +x /tmp/mongocli; \
+    else \
+        echo "Building mongocli for ${arch}"; \
+        curl -Lo mongodb-cli-mongocli-v${MONGOCLI_VERSION}.zip https://github.com/mongodb/mongodb-cli/archive/refs/tags/mongocli/v${MONGOCLI_VERSION}.zip && \
+        unzip ./mongodb-cli-mongocli-v${MONGOCLI_VERSION}.zip && \
+        cd ./mongodb-cli-mongocli-v${MONGOCLI_VERSION}/ && \
+        CGO_ENABLED=1 GOOS=linux GOARCH=${arch} GO111MODULE=on go build -a -tags strictfipsruntime -o /tmp/mongocli ./cmd/mongocli/; \
+    fi
 
 ####################
 # cpu-base         #
@@ -25,6 +39,7 @@ WORKDIR /opt/app-root/bin
 
 # OS Packages needs to be installed as root
 USER root
+ARG TARGETARCH
 
 # Inject the official UBI 9 repository configuration into the AIPCC base image.
 # The Quay-based AIPCC image is "repo-less" by default (https://gitlab.com/redhat/rhel-ai/core/base-images/app#repositories), so dnf cannot upgrade or install packages.
@@ -37,7 +52,38 @@ RUN dnf -y upgrade --refresh --best --nodocs --noplugins --setopt=install_weak_d
 # upgrade first to avoid fixable vulnerabilities end
 
 # Install useful OS packages
-RUN dnf install -y perl mesa-libGL skopeo && dnf clean all && rm -rf /var/cache/yum
+RUN --mount=type=cache,target=/var/cache/dnf \
+    echo "Building for architecture: ${TARGETARCH}" && \
+    if [ "$TARGETARCH" = "s390x" ]; then \
+        PACKAGES="perl mesa-libGL skopeo gcc gcc-c++ make openssl-devel autoconf automake libtool cmake python3-devel pybind11-devel openblas-devel unixODBC-devel"; \
+    else \
+        PACKAGES="perl mesa-libGL skopeo"; \
+    fi && \
+    echo "Installing: $PACKAGES" && \
+    dnf install -y $PACKAGES && \
+    dnf clean all && rm -rf /var/cache/yum
+
+RUN if [ "$TARGETARCH" = "s390x" ]; then \
+    # Install Rust and set up environment
+    mkdir -p /opt/.cargo && \
+    export HOME=/root && \
+    curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs -o rustup-init.sh && \
+    chmod +x rustup-init.sh && \
+    CARGO_HOME=/opt/.cargo HOME=/root ./rustup-init.sh -y --no-modify-path && \
+    rm -f rustup-init.sh && \
+    chown -R 1001:0 /opt/.cargo && \
+    # Set environment variables
+    echo 'export PATH=/opt/.cargo/bin:$PATH' >> /etc/profile.d/cargo.sh && \
+    echo 'export CARGO_HOME=/opt/.cargo' >> /etc/profile.d/cargo.sh && \
+    echo 'export GRPC_PYTHON_BUILD_SYSTEM_OPENSSL=1' >> /etc/profile.d/cargo.sh; \
+fi
+
+# Set python alternatives only for s390x (not needed for other arches)
+RUN if [ "$TARGETARCH" = "s390x" ]; then \
+    alternatives --install /usr/bin/python python /usr/bin/python3.12 1 && \
+    alternatives --install /usr/bin/python3 python3 /usr/bin/python3.12 1 && \
+    python --version && python3 --version; \
+fi
 
 # Other apps and tools installed as default user
 USER 1001
@@ -53,6 +99,113 @@ RUN curl -L https://mirror.openshift.com/pub/openshift-v4/$(uname -m)/clients/oc
     rm -f /tmp/openshift-client-linux.tar.gz
 # Install the oc client end
 
+#######################################################
+# common-builder (for Power-only)
+#######################################################
+FROM cpu-base AS common-builder
+USER root
+ARG TARGETARCH
+RUN if [ "$TARGETARCH" = "ppc64le" ]; then \
+    dnf install -y gcc-toolset-13 cmake ninja-build git wget unzip && \
+    dnf clean all; \
+    else \
+     echo "Skipping common-builder package install on non-Power"; \
+    fi
+
+#######################################################
+# onnx-builder (Power-only)
+#######################################################
+FROM common-builder AS onnx-builder
+ARG ONNX_VERSION=v1.19.0
+ARG TARGETARCH
+WORKDIR /root
+RUN if [ "$TARGETARCH" = "ppc64le" ]; then \
+    source /opt/rh/gcc-toolset-13/enable && \
+    git clone --recursive https://github.com/onnx/onnx.git && \
+    cd onnx && git checkout ${ONNX_VERSION} && \
+    git submodule update --init --recursive && \
+    pip install -r requirements.txt && \
+    export CMAKE_ARGS="-DPython3_EXECUTABLE=$(which python3.12)" && \
+    pip wheel . -w /root/onnx_wheel; \
+    else \
+    echo "Skipping ONNX build on non-Power"; \
+    mkdir -p /root/onnx_wheel; \
+    fi
+
+#######################################################
+# openblas-builder (Power-only)
+#######################################################
+FROM common-builder AS openblas-builder
+ARG OPENBLAS_VERSION=0.3.30
+ARG TARGETARCH
+WORKDIR /root
+RUN if [ "$TARGETARCH" = "ppc64le" ]; then \
+    wget https://github.com/OpenMathLib/OpenBLAS/releases/download/v${OPENBLAS_VERSION}/OpenBLAS-${OPENBLAS_VERSION}.zip && \
+    unzip OpenBLAS-${OPENBLAS_VERSION}.zip && \
+    cd OpenBLAS-${OPENBLAS_VERSION} && \
+    make -j$(nproc) TARGET=POWER9 BINARY=64 USE_OPENMP=1 USE_THREAD=1 NUM_THREADS=120 DYNAMIC_ARCH=1 INTERFACE64=0; \
+    else \
+    mkdir -p OpenBLAS-${OPENBLAS_VERSION}; \
+    echo "Skipping OpenBLAS build on non-Power"; \
+    fi
+##############################
+# wheel-builder stage        #
+# NOTE: Only used in s390x
+##############################
+FROM cpu-base AS s390x-builder
+
+ARG TARGETARCH
+USER 0
+WORKDIR /tmp/build-wheels
+
+# Build pyarrow optimized for s390x
+RUN --mount=type=cache,target=/root/.cache/pip \
+    --mount=type=cache,target=/root/.cache/dnf \
+    if [ "$TARGETARCH" = "s390x" ]; then \
+        # Install build dependencies (shared for pyarrow and onnx)
+        dnf install -y cmake make gcc-c++ pybind11-devel wget && \
+        dnf clean all && \
+        # Build and collect pyarrow wheel
+        git clone --depth 1 https://github.com/apache/arrow.git && \
+        cd arrow/cpp && \
+        mkdir release && cd release && \
+        cmake -DCMAKE_BUILD_TYPE=Release \
+              -DCMAKE_INSTALL_PREFIX=/usr/local \
+              -DARROW_PYTHON=ON \
+              -DARROW_PARQUET=ON \
+              -DARROW_ORC=ON \
+              -DARROW_FILESYSTEM=ON \
+              -DARROW_JSON=ON \
+              -DARROW_CSV=ON \
+              -DARROW_DATASET=ON \
+              -DARROW_DEPENDENCY_SOURCE=BUNDLED \
+              -DARROW_WITH_LZ4=OFF \
+              -DARROW_WITH_ZSTD=OFF \
+              -DARROW_WITH_SNAPPY=OFF \
+              -DARROW_BUILD_TESTS=OFF \
+              -DARROW_BUILD_BENCHMARKS=OFF \
+              .. && \
+        make -j$(nproc) VERBOSE=1 && \
+        make install -j$(nproc) && \
+        cd ../../python && \
+        pip install --no-cache-dir -r requirements-build.txt && \
+        PYARROW_WITH_PARQUET=1 \
+        PYARROW_WITH_DATASET=1 \
+        PYARROW_WITH_FILESYSTEM=1 \
+        PYARROW_WITH_JSON=1 \
+        PYARROW_WITH_CSV=1 \
+        PYARROW_PARALLEL=$(nproc) \
+        python setup.py build_ext --build-type=release --bundle-arrow-cpp bdist_wheel && \
+        mkdir -p /tmp/wheels && \
+        cp dist/pyarrow-*.whl /tmp/wheels/ && \
+        chmod -R 777 /tmp/wheels && \
+        # Ensure wheels directory exists and has content
+        ls -la /tmp/wheels/; \
+    else \
+        # Create empty wheels directory for non-s390x
+        mkdir -p /tmp/wheels; \
+    fi
+
 ####################
 # jupyter-minimal #
 ####################
@@ -79,12 +232,15 @@ WORKDIR /opt/app-root/src
 
 ENTRYPOINT ["start-notebook.sh"]
 
+
 ########################
 # jupytyer-datascience #
 ########################
 FROM jupyter-minimal AS jupyter-datascience
 
 ARG DATASCIENCE_SOURCE_CODE=jupyter/datascience/ubi9-python-3.12
+ARG OPENBLAS_VERSION=0.3.30
+ARG TARGETARCH
 
 WORKDIR /opt/app-root/bin
 
@@ -92,11 +248,37 @@ WORKDIR /opt/app-root/bin
 USER root
 
 # Install useful OS packages
-RUN dnf install -y jq unixODBC postgresql git-lfs libsndfile libxcrypt-compat && dnf clean all && rm -rf /var/cache/yum
-
+RUN dnf install -y jq unixODBC unixODBC-devel postgresql git-lfs libsndfile libxcrypt-compat && \
+    dnf clean all && rm -rf /var/cache/yum
 # Copy dynamically-linked mongocli built in earlier build stage
 COPY --from=mongocli-builder /tmp/mongocli /opt/app-root/bin/
 
+ENV PKG_CONFIG_PATH=/usr/local/lib/pkgconfig/
+
+# Copy OpenBLAS,ONNX wheels for Power
+COPY --from=openblas-builder /root/OpenBLAS-${OPENBLAS_VERSION} /openblas
+COPY --from=onnx-builder /root/onnx_wheel/ /onnxwheels/
+
+USER 0
+
+# Power-specific ONNX/OpenBLAS installation
+RUN if [ "$TARGETARCH" = "ppc64le" ]; then \
+    pip install /onnxwheels/*.whl && \
+    PREFIX=/usr/local make -C /openblas install && \
+    rm -rf /onnxwheels /openblas; \
+    else \
+    echo "Skipping ONNX/OpenBLAS install on non-Power"; \
+    fi
+
+# Install Python packages and Jupyterlab extensions from pylock.toml
+# Copy wheels from build stage (s390x only)
+COPY --from=s390x-builder /tmp/wheels /tmp/wheels
+RUN if [ "$TARGETARCH" = "s390x" ]; then \
+    pip install --no-cache-dir /tmp/wheels/*.whl; \
+else \
+    echo "Skipping wheel install for $TARGETARCH"; \
+fi
+
 # Other apps and tools installed as default user
 USER 1001
 
@@ -105,19 +287,35 @@ COPY ${DATASCIENCE_SOURCE_CODE}/pylock.toml ./
 # Copy Elyra setup to utils so that it's sourced at startup
 COPY ${DATASCIENCE_SOURCE_CODE}/setup-elyra.sh ${DATASCIENCE_SOURCE_CODE}/utils ./utils/
 
-RUN echo "Installing softwares and packages" && \
+RUN --mount=type=cache,target=/root/.cache/pip \
+    echo "Installing softwares and packages" && \
     # This may have to download and compile some dependencies, and as we don't lock requirements from `build-system.requires`,
     #  we often don't know the correct hashes and `--require-hashes` would therefore fail on non amd64, where building is common.
-    uv pip install --strict --no-deps --no-cache --no-config --no-progress --verify-hashes --compile-bytecode --index-strategy=unsafe-best-match --requirements=./pylock.toml && \
+    if [ "$TARGETARCH" = "s390x" ]; then \
+        # For s390x, we need special flags and environment variables for building packages
+        GRPC_PYTHON_BUILD_SYSTEM_OPENSSL=1 \
+        CFLAGS="-O3" CXXFLAGS="-O3" \
+        uv pip install --strict --no-deps --no-cache --no-config --no-progress \
+            --verify-hashes --compile-bytecode --index-strategy=unsafe-best-match \
+            --requirements=./pylock.toml; \
+    else \
+        # This may have to download and compile some dependencies, and as we don't lock requirements from `build-system.requires`,
+        # we often don't know the correct hashes and `--require-hashes` would therefore fail on non amd64, where building is common.
+        uv pip install --strict --no-deps --no-cache --no-config --no-progress \
+            --verify-hashes --compile-bytecode --index-strategy=unsafe-best-match \
+            --requirements=./pylock.toml; \
+    fi && \
     # setup path for runtime configuration
     mkdir /opt/app-root/runtimes && \
     mkdir /opt/app-root/pipeline-runtimes && \
     # Remove default Elyra runtime-images \
     rm /opt/app-root/share/jupyter/metadata/runtime-images/*.json && \
     # Replace Notebook's launcher, "(ipykernel)" with Python's version 3.x.y \
-    sed -i -e "s/Python.*/$(python --version | cut -d '.' -f-2)\",/" /opt/app-root/share/jupyter/kernels/python3/kernel.json && \
-    # Copy jupyter configuration
-    cp /opt/app-root/bin/utils/jupyter_server_config.py /opt/app-root/etc/jupyter && \
+    sed -i -e "s/Python.*/$(python --version | cut -d '.' -f-2)\",/" \
+        /opt/app-root/share/jupyter/kernels/python3/kernel.json && \
+    # copy jupyter configuration
+    install -D -m 0644 /opt/app-root/bin/utils/jupyter_server_config.py \
+      /opt/app-root/etc/jupyter/jupyter_server_config.py && \
     # Disable announcement plugin of jupyterlab \
     jupyter labextension disable "@jupyterlab/apputils-extension:announcements" && \
     # Apply JupyterLab addons \
diff --git a/jupyter/datascience/ubi9-python-3.12/build-args/cpu.conf b/jupyter/datascience/ubi9-python-3.12/build-args/cpu.conf
index c47e3a8c14..cc7c73581a 100644
--- a/jupyter/datascience/ubi9-python-3.12/build-args/cpu.conf
+++ b/jupyter/datascience/ubi9-python-3.12/build-args/cpu.conf
@@ -1,4 +1 @@
-# Base Image   : RHEL 9.6 with Python 3.12
-# Architectures: linux/arm64, linux/ppc64le, linux/x86_64
-# Source       : https://quay.io/repository/aipcc/base-images/cpu
-BASE_IMAGE=quay.io/aipcc/base-images/cpu:3.0-1756380321
+BASE_IMAGE=registry.access.redhat.com/ubi9/python-312:latest
diff --git a/jupyter/datascience/ubi9-python-3.12/pylock.toml b/jupyter/datascience/ubi9-python-3.12/pylock.toml
index 6990bc5b43..a11cde739a 100644
--- a/jupyter/datascience/ubi9-python-3.12/pylock.toml
+++ b/jupyter/datascience/ubi9-python-3.12/pylock.toml
@@ -105,6 +105,7 @@ wheels = [
 [[packages]]
 name = "aiohttp-cors"
 version = "0.8.1"
+marker = "platform_machine != 'ppc64le'"
 sdist = { url = "https://files.pythonhosted.org/packages/6f/6d/d89e846a5444b3d5eb8985a6ddb0daef3774928e1bfbce8e84ec97b0ffa7/aiohttp_cors-0.8.1.tar.gz", upload-time = 2025-03-31T14:16:20Z, size = 38626, hashes = { sha256 = "ccacf9cb84b64939ea15f859a146af1f662a6b1d68175754a07315e305fb1403" } }
 wheels = [{ url = "https://files.pythonhosted.org/packages/98/3b/40a68de458904bcc143622015fff2352b6461cd92fd66d3527bf1c6f5716/aiohttp_cors-0.8.1-py3-none-any.whl", upload-time = 2025-03-31T14:16:18Z, size = 25231, hashes = { sha256 = "3180cf304c5c712d626b9162b195b1db7ddf976a2a25172b35bb2448b890a80d" } }]
 
@@ -215,6 +216,7 @@ wheels = [{ url = "https://files.pythonhosted.org/packages/b7/b8/3fe70c75fe32afc
 [[packages]]
 name = "bcrypt"
 version = "4.3.0"
+marker = "platform_machine != 'ppc64le'"
 sdist = { url = "https://files.pythonhosted.org/packages/bb/5d/6d7433e0f3cd46ce0b43cd65e1db465ea024dbb8216fb2404e919c2ad77b/bcrypt-4.3.0.tar.gz", upload-time = 2025-02-28T01:24:09Z, size = 25697, hashes = { sha256 = "3a3fd2204178b6d2adcf09cb4f6426ffef54762577a7c9b54c159008cb288c18" } }
 wheels = [
     { url = "https://files.pythonhosted.org/packages/bf/2c/3d44e853d1fe969d229bd58d39ae6902b3d924af0e2b5a60d17d4b809ded/bcrypt-4.3.0-cp313-cp313t-macosx_10_12_universal2.whl", upload-time = 2025-02-28T01:22:34Z, size = 483719, hashes = { sha256 = "f01e060f14b6b57bbb72fc5b4a83ac21c443c9a2ee708e04a10e9192f90a6281" } },
@@ -523,6 +525,7 @@ wheels = [{ url = "https://files.pythonhosted.org/packages/7e/d4/7ebdbd039706778
 [[packages]]
 name = "codeflare-sdk"
 version = "0.30.0"
+marker = "platform_machine != 'ppc64le'"
 sdist = { url = "https://files.pythonhosted.org/packages/f8/05/c5c28624257bbec79216ac9b07fe7c64f61b5188896a4073fbb5c6a20b89/codeflare_sdk-0.30.0.tar.gz", upload-time = 2025-07-08T13:20:55Z, size = 86087, hashes = { sha256 = "79923eddea43476c65b743c4341d613a39891a04a519720c015a9c28eb0d4b0d" } }
 wheels = [{ url = "https://files.pythonhosted.org/packages/93/42/ed130972b4dc02e84c26970667e5afdcc5a52ddd21b8fcb5c9a08e2dace5/codeflare_sdk-0.30.0-py3-none-any.whl", upload-time = 2025-07-08T13:20:53Z, size = 134978, hashes = { sha256 = "d7cb1e1d83da104701e5a72124b3545b5a62e3b3e29e1a11edbbc66893f3b645" } }]
 
@@ -535,6 +538,7 @@ wheels = [{ url = "https://files.pythonhosted.org/packages/d1/d6/3965ed04c63042e
 [[packages]]
 name = "colorful"
 version = "0.5.7"
+marker = "platform_machine != 'ppc64le'"
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     { url = "https://files.pythonhosted.org/packages/92/fe/2f1fc21b7a321385fe34fd159c27245c06bad795aba7de71f29e7a00e741/ray-2.47.1-cp310-cp310-macosx_11_0_arm64.whl", upload-time = 2025-06-17T22:26:11Z, size = 66145880, hashes = { sha256 = "36a30930e8d265e708df96f37f6f1f5484f4b97090d505912f992e045a69d310" } },
     { url = "https://files.pythonhosted.org/packages/87/4a/60b0ce7dc1ac04e9c48fc398afed557f0f0cb3fd74c07cb71b567a041157/ray-2.47.1-cp310-cp310-macosx_12_0_x86_64.whl", upload-time = 2025-06-17T22:26:18Z, size = 68562947, hashes = { sha256 = "7c03a1e366d3a868a55f8c2f728f5ce35ac85ddf093ac81d0c1a35bf1c25c377" } },
@@ -3222,6 +3245,7 @@ wheels = [{ url = "https://files.pythonhosted.org/packages/7e/71/44ce230e1b7fadd
 [[packages]]
 name = "rich"
 version = "13.9.4"
+marker = "platform_machine != 'ppc64le'"
 sdist = { url = "https://files.pythonhosted.org/packages/ab/3a/0316b28d0761c6734d6bc14e770d85506c986c85ffb239e688eeaab2c2bc/rich-13.9.4.tar.gz", upload-time = 2024-11-01T16:43:57Z, size = 223149, hashes = { sha256 = "439594978a49a09530cff7ebc4b5c7103ef57baf48d5ea3184f21d9a2befa098" } }
 wheels = [{ url = "https://files.pythonhosted.org/packages/19/71/39c7c0d87f8d4e6c020a393182060eaefeeae6c01dab6a84ec346f2567df/rich-13.9.4-py3-none-any.whl", upload-time = 2024-11-01T16:43:55Z, size = 242424, hashes = { sha256 = "6049d5e6ec054bf2779ab3358186963bac2ea89175919d699e378b99738c2a90" } }]
 
@@ -3584,6 +3608,7 @@ wheels = [{ url = "https://files.pythonhosted.org/packages/08/de/e8825727acd8048
 [[packages]]
 name = "smart-open"
 version = "7.3.1"
+marker = "platform_machine != 'ppc64le'"
 sdist = { url = "https://files.pythonhosted.org/packages/16/be/bf2d60280a9d7fac98ece2150a22538fa4332cda67d04d9618c8406f791e/smart_open-7.3.1.tar.gz", upload-time = 2025-09-08T10:03:53Z, size = 51405, hashes = { sha256 = "b33fee8dffd206f189d5e704106a8723afb4210d2ff47e0e1f7fbe436187a990" } }
 wheels = [{ url = "https://files.pythonhosted.org/packages/e5/d9/460cf1d58945dd771c228c29d5664f431dfc4060d3d092fed40546b11472/smart_open-7.3.1-py3-none-any.whl", upload-time = 2025-09-08T10:03:52Z, size = 61722, hashes = { sha256 = "e243b2e7f69d6c0c96dd763d6fbbedbb4e0e4fc6d74aa007acc5b018d523858c" } }]
 
@@ -3812,6 +3837,7 @@ wheels = [{ url = "https://files.pythonhosted.org/packages/33/cf/8435d5a7159e2a9
 [[packages]]
 name = "virtualenv"
 version = "20.34.0"
+marker = "platform_machine != 'ppc64le'"
 sdist = { url = "https://files.pythonhosted.org/packages/1c/14/37fcdba2808a6c615681cd216fecae00413c9dab44fb2e57805ecf3eaee3/virtualenv-20.34.0.tar.gz", upload-time = 2025-08-13T14:24:07Z, size = 6003808, hashes = { sha256 = "44815b2c9dee7ed86e387b842a84f20b93f7f417f95886ca1996a72a4138eb1a" } }
 wheels = [{ url = "https://files.pythonhosted.org/packages/76/06/04c8e804f813cf972e3262f3f8584c232de64f0cde9f703b46cf53a45090/virtualenv-20.34.0-py3-none-any.whl", upload-time = 2025-08-13T14:24:05Z, size = 5983279, hashes = { sha256 = "341f5afa7eee943e4984a9207c025feedd768baff6753cd660c857ceb3e36026" } }]
 
@@ -3896,6 +3922,7 @@ wheels = [{ url = "https://files.pythonhosted.org/packages/ca/51/5447876806d1088
 [[packages]]
 name = "wrapt"
 version = "1.17.3"
+marker = "platform_machine != 'ppc64le'"
 sdist = { url = "https://files.pythonhosted.org/packages/95/8f/aeb76c5b46e273670962298c23e7ddde79916cb74db802131d49a85e4b7d/wrapt-1.17.3.tar.gz", upload-time = 2025-08-12T05:53:21Z, size = 55547, hashes = { sha256 = "f66eb08feaa410fe4eebd17f2a2c8e2e46d3476e9f8c783daa8e09e0faa666d0" } }
 wheels = [
     { url = "https://files.pythonhosted.org/packages/3f/23/bb82321b86411eb51e5a5db3fb8f8032fd30bd7c2d74bfe936136b2fa1d6/wrapt-1.17.3-cp310-cp310-macosx_10_9_universal2.whl", upload-time = 2025-08-12T05:51:44Z, size = 53482, hashes = { sha256 = "88bbae4d40d5a46142e70d58bf664a89b6b4befaea7b2ecc14e03cedb8e06c04" } },
diff --git a/jupyter/datascience/ubi9-python-3.12/pyproject.toml b/jupyter/datascience/ubi9-python-3.12/pyproject.toml
index 92edcb9b58..b402b97cd1 100644
--- a/jupyter/datascience/ubi9-python-3.12/pyproject.toml
+++ b/jupyter/datascience/ubi9-python-3.12/pyproject.toml
@@ -16,7 +16,7 @@ dependencies = [
     "scipy~=1.15.2",
     "skl2onnx~=1.18.0",
     "onnxconverter-common~=1.13.0", # Required for skl2onnx, as upgraded version is not compatible with protobuf
-    "codeflare-sdk~=0.30.0",
+    "codeflare-sdk~=0.30.0; platform_machine != 'ppc64le'",
     "kubeflow-training==1.9.3",
 
     # DB connectors