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[SPARK-55414][PYTHON][INFRA] Upgrade Python 3.12 test images for classic-only and pandas 3 to Ubuntu 24.04 #54201

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[SPARK-55414][PYTHON][INFRA] Upgrade Python 3.12 test images for classic-only and pandas 3 to Ubuntu 24.04 #54201

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zhengruifeng Feb 7, 2026
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test pandas 3
zhengruifeng Feb 7, 2026
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zhengruifeng Feb 8, 2026
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23 changes: 12 additions & 11 deletions dev/spark-test-image/python-312-classic-only/Dockerfile
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Original file line number Diff line number Diff line change
Expand Up @@ -15,16 +15,16 @@
# limitations under the License.
#

# Image for building and testing Spark branches. Based on Ubuntu 22.04.
# Image for building and testing Spark branches. Based on Ubuntu 24.04.
# See also in https://hub.docker.com/_/ubuntu
FROM ubuntu:jammy-20240911.1
FROM ubuntu:noble
LABEL org.opencontainers.image.authors="Apache Spark project <dev@spark.apache.org>"
LABEL org.opencontainers.image.licenses="Apache-2.0"
LABEL org.opencontainers.image.ref.name="Apache Spark Infra Image For PySpark Classic with Python 3.12"
# Overwrite this label to avoid exposing the underlying Ubuntu OS version label
LABEL org.opencontainers.image.version=""

ENV FULL_REFRESH_DATE=20260203
ENV FULL_REFRESH_DATE=20260207

ENV DEBIAN_FRONTEND=noninteractive
ENV DEBCONF_NONINTERACTIVE_SEEN=true
Expand All @@ -41,26 +41,27 @@ RUN apt-get update && apt-get install -y \
libopenblas-dev \
libssl-dev \
openjdk-17-jdk-headless \
python3.12 \
pkg-config \
tzdata \
software-properties-common \
zlib1g-dev

# Install Python 3.12
RUN add-apt-repository ppa:deadsnakes/ppa
RUN apt-get update && apt-get install -y \
python3.12 \
zlib1g-dev \
&& apt-get autoremove --purge -y \
&& apt-get clean \
&& rm -rf /var/lib/apt/lists/*

# Setup virtual environment
ENV VIRTUAL_ENV=/opt/spark-venv
RUN python3.12 -m venv --without-pip $VIRTUAL_ENV
ENV PATH="$VIRTUAL_ENV/bin:$PATH"

# Install Python 3.12 packages
RUN curl -sS https://bootstrap.pypa.io/get-pip.py | python3.12

ARG BASIC_PIP_PKGS="numpy pyarrow>=22.0.0 pandas==2.3.3 plotly<6.0.0 matplotlib openpyxl memory-profiler>=0.61.0 mlflow>=2.8.1 scipy scikit-learn>=1.3.2 pystack>=1.6.0 psutil"
ARG TEST_PIP_PKGS="coverage unittest-xml-reporting"

# Install Python 3.12 packages
RUN curl -sS https://bootstrap.pypa.io/get-pip.py | python3.12
RUN python3.12 -m pip install --ignore-installed 'blinker>=1.6.2' # mlflow needs this
RUN python3.12 -m pip install $BASIC_PIP_PKGS $TEST_PIP_PKGS && \
python3.12 -m pip install torch torchvision --index-url https://download.pytorch.org/whl/cpu && \
python3.12 -m pip install deepspeed torcheval && \
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26 changes: 13 additions & 13 deletions dev/spark-test-image/python-312-pandas-3/Dockerfile
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Expand Up @@ -18,16 +18,16 @@
# Note this is a temporary image file for development with Pandas 3,
# and will be remvoed after PySpark is fully compatible with Pandas 3.

# Image for building and testing Spark branches. Based on Ubuntu 22.04.
# Image for building and testing Spark branches. Based on Ubuntu 24.04.
# See also in https://hub.docker.com/_/ubuntu
FROM ubuntu:jammy-20240911.1
FROM ubuntu:noble
LABEL org.opencontainers.image.authors="Apache Spark project <dev@spark.apache.org>"
LABEL org.opencontainers.image.licenses="Apache-2.0"
LABEL org.opencontainers.image.ref.name="Apache Spark Infra Image For PySpark with Python 3.12 and Pandas 3"
# Overwrite this label to avoid exposing the underlying Ubuntu OS version label
LABEL org.opencontainers.image.version=""

ENV FULL_REFRESH_DATE=20260127
ENV FULL_REFRESH_DATE=20260207

ENV DEBIAN_FRONTEND=noninteractive
ENV DEBCONF_NONINTERACTIVE_SEEN=true
Expand All @@ -44,27 +44,27 @@ RUN apt-get update && apt-get install -y \
libopenblas-dev \
libssl-dev \
openjdk-17-jdk-headless \
python3.12 \
pkg-config \
tzdata \
software-properties-common \
zlib1g-dev

# Install Python 3.12
RUN add-apt-repository ppa:deadsnakes/ppa
RUN apt-get update && apt-get install -y \
python3.12 \
zlib1g-dev \
&& apt-get autoremove --purge -y \
&& apt-get clean \
&& rm -rf /var/lib/apt/lists/*

# Setup virtual environment
ENV VIRTUAL_ENV=/opt/spark-venv
RUN python3.12 -m venv --without-pip $VIRTUAL_ENV
ENV PATH="$VIRTUAL_ENV/bin:$PATH"

# Install Python 3.12 packages
# Note that mlflow is execluded since it requires pandas<3
RUN curl -sS https://bootstrap.pypa.io/get-pip.py | python3.12

ARG BASIC_PIP_PKGS="numpy pyarrow>=22.0.0 six==1.16.0 pandas>=3 scipy plotly<6.0.0 coverage matplotlib openpyxl memory-profiler>=0.61.0 scikit-learn>=1.3.2"
# Python deps for Spark Connect
ARG CONNECT_PIP_PKGS="grpcio==1.76.0 grpcio-status==1.76.0 protobuf==6.33.5 googleapis-common-protos==1.71.0 zstandard==0.25.0 graphviz==0.20.3"

# Install Python 3.12 packages
RUN curl -sS https://bootstrap.pypa.io/get-pip.py | python3.12
# RUN python3.12 -m pip install --ignore-installed 'blinker>=1.6.2' # mlflow needs this
RUN python3.12 -m pip install $BASIC_PIP_PKGS unittest-xml-reporting $CONNECT_PIP_PKGS lxml && \
python3.12 -m pip install torch torchvision --index-url https://download.pytorch.org/whl/cpu && \
python3.12 -m pip install torcheval && \
Expand Down