Dockerfile

#Download base image ubuntu 18.04
FROM ubuntu:18.04

ENV NB_USER jovyan
ENV NB_UID 1000
ENV HOME /home/${NB_USER}

ENV PYSPARK_PYTHON=python3
ENV PYSPARK_DRIVER_PYTHON=python3

RUN apt-get update && apt-get install -y \
    tar \
    wget \
    bash \
    rsync \
    gcc \
    libfreetype6-dev \
    libhdf5-serial-dev \
    libpng-dev \
    libzmq3-dev \
    python3 \ 
    python3-dev \
    python3-pip \
    unzip \
    pkg-config \
    software-properties-common

RUN adduser --disabled-password \
    --gecos "Default user" \
    --uid ${NB_UID} \
    ${NB_USER}

ENV JAVA_VER 8
ENV JAVA_HOME /usr/lib/jvm/java-8-oracle

RUN echo 'deb http://ppa.launchpad.net/webupd8team/java/ubuntu trusty main' >> /etc/apt/sources.list && \
    echo 'deb-src http://ppa.launchpad.net/webupd8team/java/ubuntu trusty main' >> /etc/apt/sources.list && \
    apt-key adv --keyserver keyserver.ubuntu.com --recv-keys C2518248EEA14886 && \
    apt-get update && \
    echo oracle-java${JAVA_VER}-installer shared/accepted-oracle-license-v1-1 select true | /usr/bin/debconf-set-selections && \
    apt-get install -y --force-yes --no-install-recommends oracle-java${JAVA_VER}-installer oracle-java${JAVA_VER}-set-default && \
    apt-get clean && \
    rm -rf /var/cache/oracle-jdk${JAVA_VER}-installer

RUN update-java-alternatives -s java-8-oracle

RUN echo "export JAVA_HOME=/usr/lib/jvm/java-8-oracle" >> ~/.bashrc

RUN apt-get clean && rm -rf /var/lib/apt/lists/* /tmp/* /var/tmp/*


RUN pip3 install --upgrade pip
RUN pip3 install --no-cache-dir notebook==5.* numpy pyspark spark-nlp Keras scikit-spark scikit-learn scipy matplotlib pydot
RUN wget https://s3.amazonaws.com/auxdata.johnsnowlabs.com/spark-nlp-resources/glove.6B.100d.zip && \
    mkdir -p /home/jovyan/data/embeddings/ && \
    unzip glove.6B.100d.zip -d /home/jovyan/data/embeddings && \
    rm glove.6B.100d.zip

# Make sure the contents of our repo are in ${HOME}
RUN mkdir -p /home/jovyan/strata
RUN mkdir -p /home/jovyan/jupyter

COPY data ${HOME}/data
COPY jupyter ${HOME}/jupyter
COPY strata ${HOME}/strata
USER root
RUN chown -R ${NB_UID} ${HOME}
USER ${NB_USER}

WORKDIR ${HOME}

# Specify the default command to run
CMD ["jupyter", "notebook", "--ip", "0.0.0.0"]