comixify/dockerfile

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FROM nvidia/cuda:9.0-cudnn7-devel
RUN apt-get update && apt-get install -y apt-utils software-properties-common && \
add-apt-repository ppa:jonathonf/python-3.6 && \
apt-get update && apt-get -y install python3 python3-pip python3.6 python3.6-dev python3.6-venv vim ffmpeg \
build-essential cmake git libgtk2.0-dev pkg-config libavcodec-dev \
wget libatlas-base-dev libboost-all-dev libgflags-dev \
libgoogle-glog-dev libhdf5-serial-dev libleveldb-dev \
liblmdb-dev libopencv-dev libprotobuf-dev \
libsnappy-dev protobuf-compiler \
python-numpy python-setuptools python-scipy \
libavformat-dev libswscale-dev unzip && \
python3.6 -m pip install --upgrade pip
RUN mkdir /comixify
COPY ./Makefile.config /comixify/Makefile.config
ENV CAFFE_ROOT=/opt/caffe
WORKDIR $CAFFE_ROOT
ENV CLONE_TAG=1.0
RUN git clone -b ${CLONE_TAG} --depth 1 https://github.com/BVLC/caffe.git . && \
cp /comixify/Makefile.config ./Makefile.config && \
cd python && for req in $(cat requirements.txt) pydot; do python3.6 -m pip install $req; done && cd .. && \
sed -i '415s/.*/NVCCFLAGS += -D_FORCE_INLINES -ccbin=$(CXX) -Xcompiler -fPIC $(COMMON_FLAGS)/' Makefile && \
echo "# ---[ Includes" >> CMakeLists.txt && \
echo "set(${CMAKE_CXX_FLAGS} "-D_FORCE_INLINES ${CMAKE_CXX_FLAGS}")" >> CMakeLists.txt && \
ls -la /usr/lib/x86_64-linux-gnu && \
ln -s /usr/lib/x86_64-linux-gnu/libboost_python-py35.so /usr/lib/x86_64-linux-gnu/libboost_python3.so && \
make all -j"$(nproc)" && \
make distribute
ENV PYCAFFE_ROOT $CAFFE_ROOT/python
ENV PYTHONPATH $PYCAFFE_ROOT:$PYTHONPATH
ENV PATH $CAFFE_ROOT/build/tools:$PYCAFFE_ROOT:$PATH
RUN echo "$CAFFE_ROOT/build/lib" >> /etc/ld.so.conf.d/caffe.conf && ldconfig && \
python3.6 $CAFFE_ROOT/scripts/download_model_binary.py $CAFFE_ROOT/models/bvlc_googlenet && \
python3.6 -m pip install markdown=="2.6.11" && \
python3.6 -m pip install python-dateutil --upgrade
WORKDIR /comixify
COPY . /comixify
RUN unzip popularity/pretrained_model/svr_test_11.10.sk.zip -d popularity/pretrained_model/ && \
python3.6 -m pip install -r requirements.txt && \
python3.6 -m pip install git+https://www.github.com/keras-team/keras-contrib.git
# Port to expose
EXPOSE 8008
# Remove tmp and not deleted videos periodically
RUN touch mycron && \
echo "5 0 * * 1 rm /comixify/media/raw_videos/*" >> mycron && \
echo "5 0 * * 1 rm -r /comixify/tmp/*" >> mycron && \
echo "" >> mycron && \
crontab mycron && \
rm mycron
ENTRYPOINT ["sh", "entrypoint.sh"]
CMD ['start']