mirror of
https://github.com/jupyter/docker-stacks.git
synced 2025-10-10 11:32:57 +00:00
65 lines
2.7 KiB
Docker
65 lines
2.7 KiB
Docker
# Copyright (c) Jupyter Development Team.
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# Distributed under the terms of the Modified BSD License.
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ARG BASE_CONTAINER=jupyter/scipy-notebook
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FROM $BASE_CONTAINER
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LABEL maintainer="Jupyter Project <jupyter@googlegroups.com>"
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# Fix DL4006
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SHELL ["/bin/bash", "-o", "pipefail", "-c"]
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USER root
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# Spark dependencies
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# Default values can be overridden at build time
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# (ARGS are in lower case to distinguish them from ENV)
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ARG spark_version="3.1.2"
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ARG hadoop_version="3.2"
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ARG spark_checksum="2385CB772F21B014CE2ABD6B8F5E815721580D6E8BC42A26D70BBCDDA8D303D886A6F12B36D40F6971B5547B70FAE62B5A96146F0421CB93D4E51491308EF5D5"
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ARG openjdk_version="11"
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ENV APACHE_SPARK_VERSION="${spark_version}" \
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HADOOP_VERSION="${hadoop_version}"
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RUN apt-get update --yes && \
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apt-get install --yes --no-install-recommends \
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"openjdk-${openjdk_version}-jre-headless" \
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ca-certificates-java && \
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apt-get clean && rm -rf /var/lib/apt/lists/*
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# Spark installation
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WORKDIR /tmp
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RUN wget -q "https://archive.apache.org/dist/spark/spark-${APACHE_SPARK_VERSION}/spark-${APACHE_SPARK_VERSION}-bin-hadoop${HADOOP_VERSION}.tgz" && \
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echo "${spark_checksum} *spark-${APACHE_SPARK_VERSION}-bin-hadoop${HADOOP_VERSION}.tgz" | sha512sum -c - && \
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tar xzf "spark-${APACHE_SPARK_VERSION}-bin-hadoop${HADOOP_VERSION}.tgz" -C /usr/local --owner root --group root --no-same-owner && \
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rm "spark-${APACHE_SPARK_VERSION}-bin-hadoop${HADOOP_VERSION}.tgz"
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WORKDIR /usr/local
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# Configure Spark
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ENV SPARK_HOME=/usr/local/spark
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ENV SPARK_OPTS="--driver-java-options=-Xms1024M --driver-java-options=-Xmx4096M --driver-java-options=-Dlog4j.logLevel=info" \
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PATH="${PATH}:${SPARK_HOME}/bin"
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RUN ln -s "spark-${APACHE_SPARK_VERSION}-bin-hadoop${HADOOP_VERSION}" spark && \
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# Add a link in the before_notebook hook in order to source automatically PYTHONPATH
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mkdir -p /usr/local/bin/before-notebook.d && \
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ln -s "${SPARK_HOME}/sbin/spark-config.sh" /usr/local/bin/before-notebook.d/spark-config.sh
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# Fix Spark installation for Java 11 and Apache Arrow library
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# see: https://github.com/apache/spark/pull/27356, https://spark.apache.org/docs/latest/#downloading
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RUN cp -p "${SPARK_HOME}/conf/spark-defaults.conf.template" "${SPARK_HOME}/conf/spark-defaults.conf" && \
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echo 'spark.driver.extraJavaOptions -Dio.netty.tryReflectionSetAccessible=true' >> "${SPARK_HOME}/conf/spark-defaults.conf" && \
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echo 'spark.executor.extraJavaOptions -Dio.netty.tryReflectionSetAccessible=true' >> "${SPARK_HOME}/conf/spark-defaults.conf"
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USER ${NB_UID}
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# Install pyarrow
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RUN mamba install --quiet --yes \
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'pyarrow=4.0.*' && \
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mamba clean --all -f -y && \
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fix-permissions "${CONDA_DIR}" && \
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fix-permissions "/home/${NB_USER}"
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WORKDIR "${HOME}"
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