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Dockerfile
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FROM ubuntu:18.04
ARG PYTHON_VERSION=3.7
RUN apt-get update && \
apt-get install -y wget bzip2 build-essential openjdk-8-jdk ssh sudo && \
apt-get clean
# Install Spark and update env variables.
ENV SCALA_VERSION 2.11.12
ENV SPARK_VERSION "3.0.0-preview2"
ENV SPARK_BUILD "spark-${SPARK_VERSION}-bin-hadoop2.7"
ENV SPARK_BUILD_URL "https://dist.apache.org/repos/dist/release/spark/spark-${SPARK_VERSION}/${SPARK_BUILD}.tgz"
RUN wget --quiet "$SPARK_BUILD_URL" -O /tmp/spark.tgz && \
tar -C /opt -xf /tmp/spark.tgz && \
mv /opt/$SPARK_BUILD /opt/spark && \
rm /tmp/spark.tgz
ENV SPARK_HOME /opt/spark
ENV PATH $SPARK_HOME/bin:$PATH
ENV PYTHONPATH /opt/spark/python/lib/py4j-0.10.9-src.zip:/opt/spark/python/lib/pyspark.zip:$PYTHONPATH
ENV PYSPARK_PYTHON python
# The graphframes dir will be mounted here.
VOLUME /mnt/graphframes
WORKDIR /mnt/graphframes
ENTRYPOINT /bin/bash