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Dockerfile
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from python:3.7.7-buster
ENV LC_ALL=C.UTF-8
ENV LANG=C.UTF-8
ENV PATH /usr/local/nvidia/bin/:$PATH
ENV LD_LIBRARY_PATH /usr/local/nvidia/lib:/usr/local/nvidia/lib64
# Tell nvidia-docker the driver spec that we need as well as to
# use all available devices, which are mounted at /usr/local/nvidia.
# The LABEL supports an older version of nvidia-docker, the env
# variables a newer one.
ENV NVIDIA_VISIBLE_DEVICES all
ENV NVIDIA_DRIVER_CAPABILITIES compute,utility
LABEL com.nvidia.volumes.needed="nvidia_driver"
WORKDIR /stage/covid19-backend
# Install base packages.
RUN apt-get update --fix-missing && apt-get install -y \
bzip2 \
ca-certificates \
curl \
gcc \
git \
libc-dev \
libglib2.0-0 \
libsm6 \
libxext6 \
libxrender1 \
wget \
libevent-dev \
build-essential && \
rm -rf /var/lib/apt/lists/*
# Install requirements
COPY requirements.txt .
RUN pip install -r requirements.txt
# Copy rest of files
COPY app.py app.py
COPY backend/ backend/
COPY README.md README.md
COPY misconceptions.jsonl misconceptions.jsonl
# Run backend listening on port 2020
EXPOSE 2020
ENTRYPOINT ["gunicorn", "app:app"]
CMD ["-b 0.0.0.0:2020"]