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

RUN pip install jupyter && \

# Stop jupyter nbconvert trying to rewrite its folder hierarchy

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 && \

# 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 && \

# Make matplotlib output in Jupyter notebooks display correctly

mkdir -p /etc/ipython/ && echo "c = get_config(); c.IPKernelApp.matplotlib = 'inline'" > /etc/ipython/ipython_config.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 && \

cd /usr/local/src && mkdir h2o && cd h2o && \

wget http://h2o-release.s3.amazonaws.com/h2o/latest_stable -O latest && \

wget --no-check-certificate -i latest -O h2o.zip && rm latest && \

unzip h2o.zip && rm h2o.zip && cp h2o-*/h2o.jar . && \

pip install `find . -name "*whl"`

# TensorFlow

# For the --ignore-installed flag see https://github.com/tensorflow/tensorflow/issues/622

RUN pip install --upgrade https://storage.googleapis.com/tensorflow/linux/cpu/tensorflow-0.7.1-cp34-none-linux_x86_64.whl --ignore-installed

# Keras setup

# 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

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

# Switch to TF backend

sed -i 's/theano/tensorflow/' /.keras/keras.json && \

# Re-run it to flush any more disk writes

python -c "from keras.models import Sequential; from keras import backend; print(backend._BACKEND)" && \

# Keras reverts to /tmp from ~ when it detects a read-only file system

mkdir -p /tmp/.keras && cp /.keras/keras.json /tmp/.keras

# More packages: (please add new pip/apt installs here)

RUN pip install --upgrade mpld3 && \

pip install mplleaflet && \

pip install gpxpy && \

pip install arrow && \

pip install sexmachine && \

pip install Geohash && \

pip install deap && \

pip install tpot && \

pip install haversine && \

pip install toolz cytoolz