blob: da2b99cd7838d6c07562ef47ca811272fc0a3c95 [file]
#
# Licensed to the Apache Software Foundation (ASF) under one or more
# contributor license agreements. See the NOTICE file distributed with
# this work for additional information regarding copyright ownership.
# The ASF licenses this file to You 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.
#
# Image for building and testing Spark branches. Based on Ubuntu 24.04.
# See also in https://hub.docker.com/_/ubuntu
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=20260210
ENV DEBIAN_FRONTEND=noninteractive
ENV DEBCONF_NONINTERACTIVE_SEEN=true
RUN printf 'Types: deb\nURIs: https://mirrors.edge.kernel.org/ubuntu\nSuites: noble noble-updates noble-security\nComponents: main restricted universe multiverse\nSigned-By: /usr/share/keyrings/ubuntu-archive-keyring.gpg\n' > /etc/apt/sources.list.d/mirror.sources
RUN apt-get update && apt-get install -y \
build-essential \
ca-certificates \
curl \
gfortran \
git \
gnupg \
libgit2-dev \
liblapack-dev \
libopenblas-dev \
libssl-dev \
openjdk-17-jdk-headless \
python3.12 \
python3.12-venv \
pkg-config \
tzdata \
software-properties-common \
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 $VIRTUAL_ENV
ENV PATH="$VIRTUAL_ENV/bin:$PATH"
ARG BASIC_PIP_PKGS="numpy pyarrow>=23.0.0 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"
RUN curl -sS https://bootstrap.pypa.io/get-pip.py | python3.12
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 && \
python3.12 -m pip cache purge