Dockerfile

# Extension of the Jupyter Notebooks
# Distributed under the terms of the Modified BSD / MIT License.
FROM jupyter/scipy-notebook

MAINTAINER Elephas Project

USER root

# Spark dependencies
ENV APACHE_SPARK_VERSION 2.0.1
ENV PYJ_VERSION py4j-0.10.1-src.zip
RUN apt-get -y update && \
    apt-get install -y --no-install-recommends openjdk-7-jre-headless && \
    apt-get clean && \
    rm -rf /var/lib/apt/lists/*
RUN cd /tmp && \
        wget -q http://d3kbcqa49mib13.cloudfront.net/spark-${APACHE_SPARK_VERSION}-bin-hadoop2.6.tgz && \
        tar xzf spark-${APACHE_SPARK_VERSION}-bin-hadoop2.6.tgz -C /usr/local && \
        rm spark-${APACHE_SPARK_VERSION}-bin-hadoop2.6.tgz
RUN cd /usr/local && ln -s spark-${APACHE_SPARK_VERSION}-bin-hadoop2.6 spark

# Mesos dependencies
# Currently, Mesos is not available from Debian Jessie.
# So, we are installing it from Debian Wheezy. Once it
# becomes available for Debian Jessie. We should switch
# over to using that instead.
RUN apt-key adv --keyserver keyserver.ubuntu.com --recv E56151BF && \
    DISTRO=debian && \
    CODENAME=wheezy && \
    echo "deb http://repos.mesosphere.io/${DISTRO} ${CODENAME} main" > /etc/apt/sources.list.d/mesosphere.list && \
    apt-get -y update && \
    apt-get --no-install-recommends -y --force-yes install mesos=0.22.1-1.0.debian78 && \
    apt-get clean && \
    rm -rf /var/lib/apt/lists/*

# additional libraries for Keras and Elephas
# RUN apt-get --no-install-recommends -y --force-yes install liblapack-dev libblas-dev gfortran

# Spark and Mesos config
ENV SPARK_HOME /usr/local/spark
ENV PYTHONPATH $SPARK_HOME/python:$SPARK_HOME/python/lib/$PYJ_LIB_VERSION
ENV MESOS_NATIVE_LIBRARY /usr/local/lib/libmesos.so
ENV SPARK_OPTS --driver-java-options=-Xms1024M --driver-java-options=-Xmx4096M --driver-java-options=-Dlog4j.logLevel=info

USER $NB_USER

# Install Python 3 Tensorflow
RUN conda install --quiet --yes 'tensorflow=0.9.0'
# Keras
RUN conda install --channel https://conda.anaconda.org/KEHANG --quiet --yes 'keras=1.0.8'
# Use the latest version of hyperopts (python 3.5 compatibility)
RUN pip install https://github.com/hyperopt/hyperopt/archive/master.zip
# Elephas for distributed spark
RUN pip install elephas
RUN pip install py4j