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155fdea583
* Install python2 spec to CONDA_DIR instead of system prefix too (c) Copyright IBM Corp. 2016
63 lines
2.1 KiB
Docker
63 lines
2.1 KiB
Docker
# Copyright (c) Jupyter Development Team.
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# Distributed under the terms of the Modified BSD License.
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FROM jupyter/minimal-notebook
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MAINTAINER Jupyter Project <jupyter@googlegroups.com>
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USER root
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# Spark dependencies
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ENV APACHE_SPARK_VERSION 1.5.1
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RUN apt-get -y update && \
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apt-get install -y --no-install-recommends openjdk-7-jre-headless && \
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apt-get clean
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RUN wget -qO - http://d3kbcqa49mib13.cloudfront.net/spark-${APACHE_SPARK_VERSION}-bin-hadoop2.6.tgz | tar -xz -C /usr/local/
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RUN cd /usr/local && ln -s spark-${APACHE_SPARK_VERSION}-bin-hadoop2.6 spark
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# Mesos dependencies
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RUN apt-key adv --keyserver keyserver.ubuntu.com --recv E56151BF && \
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DISTRO=debian && \
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CODENAME=wheezy && \
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echo "deb http://repos.mesosphere.io/${DISTRO} ${CODENAME} main" > /etc/apt/sources.list.d/mesosphere.list && \
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apt-get -y update && \
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apt-get --no-install-recommends -y --force-yes install mesos=0.22.1-1.0.debian78 && \
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apt-get clean
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# Spark and Mesos pointers
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ENV SPARK_HOME /usr/local/spark
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ENV PYTHONPATH $SPARK_HOME/python:$SPARK_HOME/python/lib/py4j-0.8.2.1-src.zip
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ENV MESOS_NATIVE_LIBRARY /usr/local/lib/libmesos.so
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USER jovyan
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# Install Python 3 packages
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RUN conda install --yes \
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'ipywidgets=4.0*' \
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'pandas=0.17*' \
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'matplotlib=1.4*' \
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'scipy=0.16*' \
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'seaborn=0.6*' \
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'scikit-learn=0.16*' \
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&& conda clean -yt
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# Install Python 2 packages and kernel spec
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RUN conda create -p $CONDA_DIR/envs/python2 python=2.7 \
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'ipython=4.0*' \
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'ipywidgets=4.0*' \
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'pandas=0.17*' \
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'matplotlib=1.4*' \
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'scipy=0.16*' \
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'seaborn=0.6*' \
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'scikit-learn=0.16*' \
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pyzmq \
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&& conda clean -yt
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# Install Python 2 kernel spec into the Python 3 conda environment which
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# runs the notebook server
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RUN bash -c '. activate python2 && \
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python -m ipykernel.kernelspec --prefix=$CONDA_DIR && \
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. deactivate'
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# Set PYSPARK_HOME in the python2 spec
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RUN sed -i '$ d' $CONDA_DIR/share/jupyter/kernels/python2/kernel.json && \
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echo ', "env": {"PYSPARK_PYTHON": "/opt/conda/envs/python2/bin/python"} }' >> $CONDA_DIR/share/jupyter/kernels/python2/kernel.json
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