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FROM python:3.9-bullseye |
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RUN apt-get -qq update && \ |
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apt-get -qq install -y --no-install-recommends \ |
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sudo \ |
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curl \ |
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vim \ |
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unzip \ |
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openjdk-11-jdk \ |
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build-essential \ |
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software-properties-common \ |
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ssh && \ |
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apt-get -qq clean && \ |
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rm -rf /var/lib/apt/lists/* |
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ENV SPARK_HOME=${SPARK_HOME:-"/opt/spark"} |
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ENV HADOOP_HOME=${HADOOP_HOME:-"/opt/hadoop"} |
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ENV PYTHONPATH=$SPARK_HOME/python:$SPARK_HOME/python/lib/py4j-0.10.9.7-src.zip:$PYTHONPATH |
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RUN mkdir -p ${HADOOP_HOME} && mkdir -p ${SPARK_HOME} && mkdir -p /home/iceberg/spark-events |
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WORKDIR ${SPARK_HOME} |
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ENV SPARK_VERSION=3.5.0 |
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ENV ICEBERG_SPARK_RUNTIME_VERSION=3.5_2.12 |
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ENV ICEBERG_VERSION=1.5.0 |
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ENV PYICEBERG_VERSION=0.6.0 |
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RUN curl --retry 3 -s -C - https://archive.apache.org/dist/spark/spark-${SPARK_VERSION}/spark-${SPARK_VERSION}-bin-hadoop3.tgz -o spark-${SPARK_VERSION}-bin-hadoop3.tgz \ |
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&& tar xzf spark-${SPARK_VERSION}-bin-hadoop3.tgz --directory /opt/spark --strip-components 1 \ |
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&& rm -rf spark-${SPARK_VERSION}-bin-hadoop3.tgz |
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RUN curl -s https://repo1.maven.org/maven2/org/apache/iceberg/iceberg-spark-runtime-${ICEBERG_SPARK_RUNTIME_VERSION}/${ICEBERG_VERSION}/iceberg-spark-runtime-${ICEBERG_SPARK_RUNTIME_VERSION}-${ICEBERG_VERSION}.jar -Lo iceberg-spark-runtime-${ICEBERG_SPARK_RUNTIME_VERSION}-${ICEBERG_VERSION}.jar \ |
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&& mv iceberg-spark-runtime-${ICEBERG_SPARK_RUNTIME_VERSION}-${ICEBERG_VERSION}.jar /opt/spark/jars |
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RUN curl -s https://repo1.maven.org/maven2/org/apache/iceberg/iceberg-aws-bundle/${ICEBERG_VERSION}/iceberg-aws-bundle-${ICEBERG_VERSION}.jar -Lo /opt/spark/jars/iceberg-aws-bundle-${ICEBERG_VERSION}.jar |
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COPY spark-defaults.conf /opt/spark/conf |
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ENV PATH="/opt/spark/sbin:/opt/spark/bin:${PATH}" |
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RUN chmod u+x /opt/spark/sbin/* && \ |
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chmod u+x /opt/spark/bin/* |
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RUN pip3 install -q ipython |
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RUN pip3 install "pyiceberg[s3fs,hive]==${PYICEBERG_VERSION}" |
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COPY entrypoint.sh . |
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COPY provision.py . |
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ENTRYPOINT ["./entrypoint.sh"] |
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CMD ["notebook"] |
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