mirror of
https://github.com/jupyter/docker-stacks.git
synced 2025-10-12 20:42:57 +00:00
111 lines
3.8 KiB
Docker
111 lines
3.8 KiB
Docker
# Copyright (c) Jupyter Development Team.
|
|
# Distributed under the terms of the Modified BSD License.
|
|
FROM jupyter/minimal-notebook
|
|
|
|
MAINTAINER Jupyter Project <jupyter@googlegroups.com>
|
|
|
|
USER root
|
|
|
|
# Util to help with kernel spec later
|
|
RUN apt-get -y update && apt-get -y install jq
|
|
|
|
# Spark dependencies
|
|
ENV APACHE_SPARK_VERSION 1.6.0
|
|
RUN apt-get -y update && \
|
|
apt-get install -y --no-install-recommends openjdk-7-jre-headless && \
|
|
apt-get clean
|
|
RUN cd /tmp && \
|
|
wget -q http://d3kbcqa49mib13.cloudfront.net/spark-${APACHE_SPARK_VERSION}-bin-hadoop2.6.tgz && \
|
|
echo "439fe7793e0725492d3d36448adcd1db38f438dd1392bffd556b58bb9a3a2601 *spark-${APACHE_SPARK_VERSION}-bin-hadoop2.6.tgz" | sha256sum -c - && \
|
|
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-${APACHE_SPARK_VERSION}-bin-hadoop2.6 spark
|
|
|
|
# Mesos dependencies
|
|
RUN apt-key adv --keyserver keyserver.ubuntu.com --recv E56151BF && \
|
|
DISTRO=debian && \
|
|
CODENAME=wheezy && \
|
|
echo "deb http://repos.mesosphere.io/${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
|
|
|
|
# Scala Spark kernel (build and cleanup)
|
|
RUN cd /tmp && \
|
|
echo deb http://dl.bintray.com/sbt/debian / > /etc/apt/sources.list.d/sbt.list && \
|
|
apt-key adv --keyserver keyserver.ubuntu.com --recv 99E82A75642AC823 && \
|
|
apt-get update && \
|
|
git clone https://github.com/apache/incubator-toree.git && \
|
|
apt-get install -yq --force-yes --no-install-recommends sbt && \
|
|
cd incubator-toree && \
|
|
git checkout 846292233c && \
|
|
make dist SHELL=/bin/bash && \
|
|
mv dist/toree-kernel /opt/toree-kernel && \
|
|
chmod +x /opt/toree-kernel && \
|
|
rm -rf ~/.ivy2 && \
|
|
rm -rf ~/.sbt && \
|
|
rm -rf /tmp/incubator-toree && \
|
|
apt-get remove -y sbt && \
|
|
apt-get clean
|
|
|
|
# Spark and Mesos pointers
|
|
ENV SPARK_HOME /usr/local/spark
|
|
ENV R_LIBS_USER $SPARK_HOME/R/lib
|
|
ENV PYTHONPATH $SPARK_HOME/python:$SPARK_HOME/python/lib/py4j-0.9-src.zip
|
|
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
|
|
|
|
# R pre-requisites
|
|
RUN apt-get update && \
|
|
apt-get install -y --no-install-recommends \
|
|
fonts-dejavu \
|
|
gfortran \
|
|
gcc && apt-get clean
|
|
|
|
USER jovyan
|
|
|
|
# Install Python 3 packages
|
|
RUN conda install --yes \
|
|
'ipywidgets=4.1*' \
|
|
'pandas=0.17*' \
|
|
'matplotlib=1.5*' \
|
|
'scipy=0.17*' \
|
|
'seaborn=0.7*' \
|
|
'scikit-learn=0.17*' \
|
|
&& conda clean -yt
|
|
|
|
# Install Python 2 packages and kernel spec
|
|
RUN conda create -p $CONDA_DIR/envs/python2 python=2.7 \
|
|
'ipython=4.1*' \
|
|
'ipywidgets=4.1*' \
|
|
'pandas=0.17*' \
|
|
'matplotlib=1.5*' \
|
|
'scipy=0.17*' \
|
|
'seaborn=0.7*' \
|
|
'scikit-learn=0.17*' \
|
|
pyzmq \
|
|
&& conda clean -yt
|
|
|
|
# R packages
|
|
RUN conda config --add channels r
|
|
RUN conda install --yes \
|
|
'r-base=3.2*' \
|
|
'r-irkernel=0.5*' \
|
|
'r-ggplot2=1.0*' \
|
|
'r-rcurl=1.95*' && conda clean -yt
|
|
|
|
# Scala Spark kernel spec
|
|
RUN mkdir -p /opt/conda/share/jupyter/kernels/scala
|
|
COPY kernel.json /opt/conda/share/jupyter/kernels/scala/
|
|
|
|
# Install Python 2 kernel spec into the Python 3 conda environment which
|
|
# runs the notebook server
|
|
RUN bash -c '. activate python2 && \
|
|
python -m ipykernel.kernelspec --prefix=$CONDA_DIR && \
|
|
. deactivate'
|
|
# Set PYSPARK_HOME in the python2 spec
|
|
RUN jq --arg v "$CONDA_DIR/envs/python2/bin/python" \
|
|
'.["env"]["PYSPARK_PYTHON"]=$v' \
|
|
$CONDA_DIR/share/jupyter/kernels/python2/kernel.json > /tmp/kernel.json && \
|
|
mv /tmp/kernel.json $CONDA_DIR/share/jupyter/kernels/python2/kernel.json
|