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Docker Images for Spark3.0 #724

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155 changes: 155 additions & 0 deletions docker-image/anaconda/spark3.0.0/base/Dockerfile
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## TO DO AztkTeam: Publish The base image to official aztk dockerhub and pull the published image
########################################################################################
# Ubuntu 16.04 (Xenial)
FROM ubuntu:16.04

# set AZTK version compatibility
ENV AZTK_DOCKER_IMAGE_VERSION 0.1.0

# set version of python required for aztk
ENV AZTK_PYTHON_VERSION=3.5.2

# modify these ARGs on build time to specify your desired versions of Spark/Hadoop
ENV SPARK_VERSION_KEY 3.0.0
ENV SPARK_FULL_VERSION spark-${SPARK_VERSION_KEY}-bin-without-hadoop
ENV HADOOP_VERSION 2.7.4
ENV LANG=C.UTF-8 LC_ALL=C.UTF-8

# set env vars
ENV JAVA_HOME /usr/lib/jvm/java-1.8.0-openjdk-amd64
ENV SPARK_HOME /home/spark-current
ENV PATH $SPARK_HOME/bin:$PATH

RUN apt-get clean \
&& apt-get update -y \
# install dependency packages
&& apt-get install -y --no-install-recommends \
make \
build-essential \
zlib1g-dev \
libssl-dev \
libbz2-dev \
libreadline-dev \
libsqlite3-dev \
maven \
wget \
curl \
llvm \
git \
libncurses5-dev \
libncursesw5-dev \
python3-pip \
python3-venv \
xz-utils \
tk-dev \
&& apt-get update -y \
&& apt-get autoclean \
# install [software-properties-common]
# so we can use [apt-add-repository] to add the repository [ppa:webupd8team/java]
# from which we install Java8
&& apt-get install -y --no-install-recommends software-properties-common \
&& apt-add-repository ppa:webupd8team/java -y \
&& apt-get update -y
# install java
RUN apt-get install -y --no-install-recommends default-jdk
# set up user python and aztk python
RUN ln -s /usr/bin/python3.5 /usr/bin/python \
&& /usr/bin/python -m pip install --upgrade pip setuptools wheel \
&& apt-get remove -y python3-pip

# build and install spark
RUN git clone https://github.com/apache/spark.git \
&& cd spark \
&& git checkout tags/v${SPARK_VERSION_KEY} \
&& export MAVEN_OPTS="-Xmx3g -XX:ReservedCodeCacheSize=1024m" \
&& ./dev/make-distribution.sh --name custom-spark --pip --tgz -Pnetlib-lgpl -Phive -Phive-thriftserver -Dhadoop.version=${HADOOP_VERSION} -DskipTests \
&& tar -xvzf /spark/spark-${SPARK_VERSION_KEY}-bin-custom-spark.tgz --directory=/home \
&& ln -s "/home/spark-${SPARK_VERSION_KEY}-bin-custom-spark" /home/spark-current \
&& rm -rf /spark

# copy azure storage jars and dependencies to $SPARK_HOME/jars
RUN echo "<project>" \
"<modelVersion>4.0.0</modelVersion>" \
"<groupId>groupId</groupId>" \
"<artifactId>artifactId</artifactId>" \
"<version>1.0</version>" \
"<dependencies>" \
"<dependency>" \
"<groupId>org.apache.hadoop</groupId>" \
"<artifactId>hadoop-azure</artifactId>" \
"<version>${HADOOP_VERSION}</version>" \
"<exclusions>" \
"<exclusion>" \
"<groupId>org.apache.hadoop</groupId>" \
"<artifactId>hadoop-common</artifactId>" \
"</exclusion>" \
"<exclusion>" \
"<groupId>com.fasterxml.jackson.core</groupId>" \
"<artifactId>jackson-core</artifactId>" \
"</exclusion>" \
"</exclusions> " \
"</dependency>" \
"<dependency>" \
"<groupId>com.microsoft.sqlserver</groupId>" \
"<artifactId>mssql-jdbc</artifactId>" \
"<version>6.4.0.jre8</version>" \
"</dependency>" \
"<dependency>" \
"<groupId>com.microsoft.azure</groupId>" \
"<artifactId>azure-storage</artifactId>" \
"<version>2.2.0</version>" \
"<exclusions>" \
"<exclusion>" \
"<groupId>com.fasterxml.jackson.core</groupId>" \
"<artifactId>jackson-core</artifactId>" \
"</exclusion>" \
"<exclusion>" \
"<groupId>org.apache.commons</groupId>" \
"<artifactId>commons-lang3</artifactId>" \
"</exclusion>" \
"<exclusion>" \
"<groupId>org.slf4j</groupId>" \
"<artifactId>slf4j-api</artifactId>" \
"</exclusion>" \
"</exclusions>" \
"</dependency>" \
"</dependencies>" \
"</project>" > /tmp/pom.xml \
&& cd /tmp \
&& mvn dependency:copy-dependencies -DoutputDirectory="${SPARK_HOME}/jars/"
# cleanup
&& apt-get --purge autoremove -y maven python3-pip \
&& apt-get autoremove -y \
&& apt-get autoclean -y \
&& rm -rf /tmp/* \
&& rm -rf /root/.cache \
&& rm -rf /root/.m2 \
&& rm -rf /var/lib/apt/lists/*

CMD ["/bin/bash"]
########################################################################################

## Install Anaconda & Jupyter

ARG ANACONDA_VERSION=Anaconda3-5.1.0

ENV PATH /opt/conda/bin:$PATH
ENV LANG=C.UTF-8 LC_ALL=C.UTF-8

RUN apt-get update --fix-missing && apt-get install -y wget bzip2 ca-certificates \
libglib2.0-0 libxext6 libsm6 libxrender1 \
git mercurial subversion \
&& apt-get clean \
&& rm -rf /var/lib/apt/lists/*

RUN wget --quiet https://repo.continuum.io/archive/${ANACONDA_VERSION}-Linux-x86_64.sh -O ~/anaconda.sh \
&& /bin/bash ~/anaconda.sh -b -p /opt/conda \
&& rm ~/anaconda.sh \
&& ln -s /opt/conda/etc/profile.d/conda.sh /etc/profile.d/conda.sh \
&& echo ". /opt/conda/etc/profile.d/conda.sh" >> ~/.bashrc \
# reset default python to 3.5
&& rm /usr/bin/python \
&& ln -s /usr/bin/python3.5 /usr/bin/python

CMD ["/bin/bash"]

127 changes: 127 additions & 0 deletions docker-image/base/spark3.0.0/Dockerfile
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Original file line number Diff line number Diff line change
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# Ubuntu 16.04 (Xenial)
FROM ubuntu:16.04

# set AZTK version compatibility
ENV AZTK_DOCKER_IMAGE_VERSION 0.1.0

# set version of python required for aztk
ENV AZTK_PYTHON_VERSION=3.5.2

# modify these ARGs on build time to specify your desired versions of Spark/Hadoop
ENV SPARK_VERSION_KEY 3.0.0
ENV SPARK_FULL_VERSION spark-${SPARK_VERSION_KEY}-bin-without-hadoop
ENV HADOOP_VERSION 2.7.4
ENV LANG=C.UTF-8 LC_ALL=C.UTF-8

# set env vars
ENV JAVA_HOME /usr/lib/jvm/java-1.8.0-openjdk-amd64
ENV SPARK_HOME /home/spark-current
ENV PATH $SPARK_HOME/bin:$PATH

RUN apt-get clean \
&& apt-get update -y \
# install dependency packages
&& apt-get install -y --no-install-recommends \
make \
build-essential \
zlib1g-dev \
libssl-dev \
libbz2-dev \
libreadline-dev \
libsqlite3-dev \
maven \
wget \
curl \
llvm \
git \
libncurses5-dev \
libncursesw5-dev \
python3-pip \
python3-venv \
xz-utils \
tk-dev \
&& apt-get update -y \
&& apt-get autoclean \
# install [software-properties-common]
# so we can use [apt-add-repository] to add the repository [ppa:webupd8team/java]
# from which we install Java8
&& apt-get install -y --no-install-recommends software-properties-common \
&& apt-add-repository ppa:webupd8team/java -y \
&& apt-get update -y
# install java
RUN apt-get install -y --no-install-recommends default-jdk
# set up user python and aztk python
RUN ln -s /usr/bin/python3.5 /usr/bin/python \
&& /usr/bin/python -m pip install --upgrade pip setuptools wheel \
&& apt-get remove -y python3-pip

# build and install spark
RUN git clone https://github.com/apache/spark.git \
&& cd spark \
&& git checkout tags/v${SPARK_VERSION_KEY} \
&& export MAVEN_OPTS="-Xmx3g -XX:ReservedCodeCacheSize=1024m" \
&& ./dev/make-distribution.sh --name custom-spark --pip --tgz -Pnetlib-lgpl -Phive -Phive-thriftserver -Dhadoop.version=${HADOOP_VERSION} -DskipTests \
&& tar -xvzf /spark/spark-${SPARK_VERSION_KEY}-bin-custom-spark.tgz --directory=/home \
&& ln -s "/home/spark-${SPARK_VERSION_KEY}-bin-custom-spark" /home/spark-current \
&& rm -rf /spark

# copy azure storage jars and dependencies to $SPARK_HOME/jars
RUN echo "<project>" \
"<modelVersion>4.0.0</modelVersion>" \
"<groupId>groupId</groupId>" \
"<artifactId>artifactId</artifactId>" \
"<version>1.0</version>" \
"<dependencies>" \
"<dependency>" \
"<groupId>org.apache.hadoop</groupId>" \
"<artifactId>hadoop-azure</artifactId>" \
"<version>${HADOOP_VERSION}</version>" \
"<exclusions>" \
"<exclusion>" \
"<groupId>org.apache.hadoop</groupId>" \
"<artifactId>hadoop-common</artifactId>" \
"</exclusion>" \
"<exclusion>" \
"<groupId>com.fasterxml.jackson.core</groupId>" \
"<artifactId>jackson-core</artifactId>" \
"</exclusion>" \
"</exclusions> " \
"</dependency>" \
"<dependency>" \
"<groupId>com.microsoft.sqlserver</groupId>" \
"<artifactId>mssql-jdbc</artifactId>" \
"<version>6.4.0.jre8</version>" \
"</dependency>" \
"<dependency>" \
"<groupId>com.microsoft.azure</groupId>" \
"<artifactId>azure-storage</artifactId>" \
"<version>2.2.0</version>" \
"<exclusions>" \
"<exclusion>" \
"<groupId>com.fasterxml.jackson.core</groupId>" \
"<artifactId>jackson-core</artifactId>" \
"</exclusion>" \
"<exclusion>" \
"<groupId>org.apache.commons</groupId>" \
"<artifactId>commons-lang3</artifactId>" \
"</exclusion>" \
"<exclusion>" \
"<groupId>org.slf4j</groupId>" \
"<artifactId>slf4j-api</artifactId>" \
"</exclusion>" \
"</exclusions>" \
"</dependency>" \
"</dependencies>" \
"</project>" > /tmp/pom.xml \
&& cd /tmp \
&& mvn dependency:copy-dependencies -DoutputDirectory="${SPARK_HOME}/jars/"
# cleanup
&& apt-get --purge autoremove -y maven python3-pip \
&& apt-get autoremove -y \
&& apt-get autoclean -y \
&& rm -rf /tmp/* \
&& rm -rf /root/.cache \
&& rm -rf /root/.m2 \
&& rm -rf /var/lib/apt/lists/*

CMD ["/bin/bash"]