FROM kaggle/python1:latest

# set backend for matplotlib to Agg

RUN matplotlibrc_path=$(python -c "import site, os, fileinput; packages_dir = site.getsitepackages()[0]; print(os.path.join(packages_dir, 'matplotlib', 'mpl-data', 'matplotlibrc'))") && \

sed -i 's/^backend : Qt4Agg/backend : Agg/' $matplotlibrc_path

# Stop ipython nbconvert trying to rewrite its folder hierarchy

RUN mkdir -p /root/.jupyter && touch /root/.jupyter/jupyter_nbconvert_config.py && touch /root/.jupyter/migrated && \

mkdir -p /.jupyter && touch /.jupyter/jupyter_nbconvert_config.py && touch /.jupyter/migrated && \

# Keras likes to add a config file in a custom directory when it's

# first imported. This doesn't work with our read-only filesystem, so we

# have it done now

python -c "from keras.models import Sequential" && \

# Stop Matplotlib printing junk to the console on first load

sed -i "s/^.*Matplotlib is building the font cache using fc-list.*$/# Warning removed by Kaggle/g" /opt/conda/lib/python3.4/site-packages/matplotlib/font_manager.py

# h2o

# (This requires python-software-properties; see the MXNet section above for installation.)

# Java7 install method from http://www.webupd8.org/2012/06/how-to-install-oracle-java-7-in-debian.html

# and https://stackoverflow.com/a/19391042

RUN apt-get install -y wget unzip && \

echo "deb http://ppa.launchpad.net/webupd8team/java/ubuntu precise main" | tee -a /etc/apt/sources.list && \

echo "deb-src http://ppa.launchpad.net/webupd8team/java/ubuntu precise main" | tee -a /etc/apt/sources.list && \

apt-key adv --keyserver hkp://keyserver.ubuntu.com:80 --recv-keys EEA14886 && \

apt-get update && \

echo debconf shared/accepted-oracle-license-v1-1 select true | debconf-set-selections && \

echo debconf shared/accepted-oracle-license-v1-1 seen true | debconf-set-selections && \

apt-get install -y oracle-java7-installer && \

pip install http://h2o-release.s3.amazonaws.com/h2o/rel-tibshirani/8/Python/h2o-3.6.0.8-py2.py3-none-any.whl

# TensorFlow

RUN pip install --upgrade https://storage.googleapis.com/tensorflow/linux/cpu/tensorflow-0.6.0-cp34-none-linux_x86_64.whl

RUN pip install --upgrade mpld3