FROM tensorflow/tensorflow:1.12.0-gpu-py3

RUN add-apt-repository -y ppa:jonathonf/ffmpeg-4 \
 && apt-get update -qq -y \
 && apt-get install -y libsm6 libxrender1 libxext-dev python3-tk ffmpeg git \
 && apt-get clean \
 && rm -rf /var/lib/apt/lists/*

COPY requirements.txt /opt/
RUN pip3 install --upgrade pip
RUN pip3 --no-cache-dir install -r /opt/requirements.txt && rm /opt/requirements.txt
RUN pip3 install jupyter matplotlib
RUN pip3 install jupyter_http_over_ws
RUN jupyter serverextension enable --py jupyter_http_over_ws
# patch for tensorflow:latest-gpu-py3 image
RUN cd /usr/local/cuda/lib64 \
 && mv stubs/libcuda.so ./ \
 && ln -s libcuda.so libcuda.so.1 \
 && ldconfig

WORKDIR "/notebooks"
CMD ["jupyter-notebook", "--allow-root" ,"--port=8888" ,"--no-browser" ,"--ip=0.0.0.0"]