Dockerfile

#FROM tensorflow/tensorflow:2.10.0-gpu-jupyter
FROM tensorflow/tensorflow:2.9.1-gpu

ENV DEBIAN_FRONTEND=noninteractive

RUN apt-get update && apt-get install ffmpeg libsm6 libxext6 build-essential make vim curl wget \
    git r-base r-cran-e1071 -yq

RUN wget https://github.com/wkhtmltopdf/packaging/releases/download/0.12.6-1/wkhtmltox_0.12.6-1.focal_amd64.deb && \
    apt install ./wkhtmltox_0.12.6-1.focal_amd64.deb -yq

ENV SDKMAN_DIR="/usr/local/sdkman"
RUN curl -s "https://get.sdkman.io" | bash

RUN bash -c "source /usr/local/sdkman/bin/sdkman-init.sh && \
    yes | sdk install java 11.0.11.9.1-amzn && \
    yes | sdk install ant 1.10.10 && \
    rm -rf $SDKMAN_DIR/archives/* && \
    rm -rf $SDKMAN_DIR/tmp/*"

# used by javac to read .java files.
ENV ANT_OPTS="-Xmx1024m -XX:MaxPermSize=256m -Dfile.encoding=iso-8859-1"

RUN /usr/bin/python3 -m pip install --upgrade pip


# TODO: see if you can clone hugginface or gitlab.com from here ???

COPY requirements-gradio.txt /tmp
COPY requirements-lungseg.txt /tmp
COPY requirements-ldta.txt /tmp

RUN pip install -r /tmp/requirements-gradio.txt -r /tmp/requirements-lungseg.txt -r /tmp/requirements-ldta.txt

RUN pip install vtk-osmesa --extra-index-url https://gitlab.kitware.com/api/v4/projects/13/packages/pypi/simple

RUN wget https://cdn-media.huggingface.co/frpc-gradio-0.2/frpc_linux_amd64 && \
    mv frpc_linux_amd64 /usr/local/lib/python3.8/dist-packages/gradio/frpc_linux_amd64_v0.2 && \
    chmod 777 /usr/local/lib/python3.8/dist-packages/gradio/frpc_linux_amd64_v0.2

ENV HF_HOME=/opt/.cache
RUN mkdir -p ${HF_HOME} && chmod -R 777 ${HF_HOME}

WORKDIR /opt
RUN mkdir -p /opt/demo && chmod -R 777 /opt/demo
COPY --chmod=777 . /opt/demo
WORKDIR /opt/demo
CMD ["python","app.py"]