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Dockerfile.spark
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Dockerfile.spark
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FROM debian:stretch
RUN apt-get update && apt-get install -yq --no-install-recommends --force-yes \
curl \
git \
openjdk-8-jdk \
maven \
python2.7 python2.7-setuptools \
python3 python3-setuptools \
r-base \
r-base-core && \
rm -rf /var/lib/apt/lists/*
# Install pip for Python3
RUN easy_install3 pip py4j
RUN pip install --upgrade setuptools
ENV PYTHONHASHSEED 0
ENV PYTHONIOENCODING UTF-8
ENV PIP_DISABLE_PIP_VERSION_CHECK 1
ENV SPARK_BUILD_VERSION 2.3.3
ENV SPARK_HOME /apps/spark-$SPARK_BUILD_VERSION
ENV SPARK_BUILD_PATH /apps/build/spark
RUN mkdir -p /apps/build && \
cd /apps/build && \
git clone https://github.com/apache/spark.git spark && \
cd $SPARK_BUILD_PATH && \
git checkout v$SPARK_BUILD_VERSION && \
dev/make-distribution.sh --name spark-$SPARK_BUILD_VERSION -Phive -Phive-thriftserver -Pyarn && \
cp -r /apps/build/spark/dist $SPARK_HOME && \
rm -rf $SPARK_BUILD_PATH
# ----------
# Build Livy
# ----------
ENV LIVY_BUILD_VERSION 0.6.0-incubating
ENV LIVY_APP_PATH /apps/apache-livy-$LIVY_BUILD_VERSION-bin
ENV LIVY_BUILD_PATH /apps/build/livy
# Install setuptools for Python 2.7 for Livy
RUN curl https://bootstrap.pypa.io/get-pip.py -o get-pip.py && \
python get-pip.py --user && \
rm get-pip.py && \
python -m pip install --upgrade setuptools
RUN cd /apps/build && \
git clone https://github.com/apache/incubator-livy.git livy && \
cd $LIVY_BUILD_PATH && \
git checkout v$LIVY_BUILD_VERSION-rc2 && \
mvn -DskipTests -Dspark.version=$SPARK_BUILD_VERSION clean package && \
ls -al $LIVY_BUILD_PATH && ls -al $LIVY_BUILD_PATH/assembly && ls -al $LIVY_BUILD_PATH/assembly/target && \
unzip $LIVY_BUILD_PATH/assembly/target/apache-livy-${LIVY_BUILD_VERSION}-bin.zip -d /apps && \
rm -rf $LIVY_BUILD_PATH && \
mkdir -p $LIVY_APP_PATH/upload && \
mkdir -p $LIVY_APP_PATH/logs
RUN pip install matplotlib
RUN pip install pandas
EXPOSE 8998
CMD $LIVY_APP_PATH/bin/livy-server