FROM tensorflow/tensorflow:2.2.1-gpu-py3

ENV DEBIAN_FRONTEND noninteractive

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_base.txt /opt/
RUN pip3 install --upgrade pip
RUN pip3 --no-cache-dir install -r /opt/_requirements_base.txt && rm /opt/_requirements_base.txt
RUN pip3 install jupyter matplotlib
RUN pip3 install jupyter_http_over_ws
RUN jupyter serverextension enable --py jupyter_http_over_ws

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