# https://stackoverflow.com/a/46498173

conda update -y conda && conda update -y python && \

pip install --upgrade pip && \

apt-get -y install cmake

RUN pip install seaborn python-dateutil dask pytagcloud pyyaml joblib \

husl geopy ml_metrics mne pyshp gensim && \

conda install -y -c conda-forge spacy && python -m spacy download en && \

python -m spacy download en_core_web_lg && \

# The apt-get version of imagemagick is out of date and has compatibility issues, so we build from source

apt-get -y install dbus fontconfig fontconfig-config fonts-dejavu-core fonts-droid ghostscript gsfonts hicolor-icon-theme \

libavahi-client3 libavahi-common-data libavahi-common3 libcairo2 libcap-ng0 libcroco3 \

libcups2 libcupsfilters1 libcupsimage2 libdatrie1 libdbus-1-3 libdjvulibre-text libdjvulibre21 libfftw3-double3 libfontconfig1 \

libfreetype6 libgdk-pixbuf2.0-0 libgdk-pixbuf2.0-common libgomp1 libgraphite2-3 libgs9 libgs9-common libharfbuzz0b libijs-0.35 \

libilmbase6 libjasper1 libjbig0 libjbig2dec0 libjpeg62-turbo liblcms2-2 liblqr-1-0 libltdl7 libmagickcore-6.q16-2 \

libmagickcore-6.q16-2-extra libmagickwand-6.q16-2 libnetpbm10 libopenexr6 libpango-1.0-0 libpangocairo-1.0-0 libpangoft2-1.0-0 \

libpaper-utils libpaper1 libpixman-1-0 libpng12-0 librsvg2-2 librsvg2-common libthai-data libthai0 libtiff5 libwmf0.2-7 \

libxcb-render0 libxcb-shm0 netpbm poppler-data p7zip-full && \

cd /usr/local/src && \

wget http://transloadit.imagemagick.org/download/ImageMagick.tar.gz && \

tar xzf ImageMagick.tar.gz && cd `ls -d ImageMagick-*` && pwd && ls -al && ./configure && \

RUN pip install opencv-python

RUN apt-get update && apt-get install -y python-software-properties zip && \

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

apt-get update && apt-get install -y bazel && \

apt-get upgrade -y bazel

RUN conda install -y python=3.6.6 && \

pip install pandas==0.23.2 && \

cd /usr/local/src && \

git clone https://github.com/tensorflow/tensorflow && \

cd tensorflow && \

cat /dev/null | ./configure && \

# the corpuses that work

python -m nltk.downloader -d /usr/share/nltk_data abc alpino averaged_perceptron_tagger \

basque_grammars biocreative_ppi bllip_wsj_no_aux \

book_grammars brown brown_tei cess_cat cess_esp chat80 city_database cmudict \

comtrans conll2000 conll2002 conll2007 crubadan dependency_treebank \

europarl_raw floresta gazetteers genesis gutenberg \

ieer inaugural indian jeita kimmo knbc large_grammars lin_thesaurus mac_morpho machado \

masc_tagged maxent_ne_chunker maxent_treebank_pos_tagger moses_sample movie_reviews \

mte_teip5 names nps_chat omw opinion_lexicon paradigms \

pil pl196x porter_test ppattach problem_reports product_reviews_1 product_reviews_2 propbank \

pros_cons ptb punkt qc reuters rslp rte sample_grammars semcor senseval sentence_polarity \

sentiwordnet shakespeare sinica_treebank smultron snowball_data spanish_grammars \

state_union stopwords subjectivity swadesh switchboard tagsets timit toolbox treebank \

twitter_samples udhr2 udhr unicode_samples universal_tagset universal_treebanks_v20 \

vader_lexicon verbnet webtext word2vec_sample wordnet wordnet_ic words ycoe && \

# Stop-words

pip install stop-words && \

# clean up

pip install stemming && \

conda install -y -c conda-forge fbprophet && \

conda install -y -c conda-forge -c ioam holoviews geoviews && \

conda uninstall -y fiona && \

pip install hypertools && \

# Nxviz has been causing an installation issue by trying unsuccessfully to remove setuptools.

#pip install nxviz && \

# of all non-final lines. Thanks!

#

###########

RUN pip install flashtext && \

pip install marisa-trie && \

pip install pyemd && \

pip install conx && \

pip install pandasql && \

pip install trackml && \

##### ^^^^ Add new contributions above here ^^^^ #####

# clean up pip cache

rm -rf /root/.cache/pip/*

RUN cd /usr/local/src && git clone -b 8.6.0 https://github.com/JohnLangford/vowpal_wabbit.git && ./vowpal_wabbit/python/conda_install.sh

ENV PYTHONPATH=$PYTHONPATH:/opt/facets/facets_overview/python/