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FROM python:3.8.10-slim
WORKDIR /app
# install linux package dependencies
RUN apt-get update -y && \
apt-get -y install gcc g++ && \
rm -rf /var/lib/apt/lists/*
# can copy files only from current working directory where docker builds
# cannot copy files from arbitrary directories
# User
RUN useradd -m -u 1000 user
USER user
ENV HOME /home/user
ENV PATH $HOME/.local/bin:$PATH
WORKDIR $HOME
RUN mkdir app
WORKDIR $HOME/app
COPY ./artifacts/ /data/models/
COPY ./requirements.txt .
RUN pip install --no-cache-dir torch==1.11.0+cpu torchvision==0.12.0+cpu torchaudio==0.11.0 --extra-index-url https://download.pytorch.org/whl/cpu
RUN pip install --no-cache-dir pybind11==2.12.0
RUN pip install --no-cache-dir -r requirements.txt
COPY ./iam_line_recognition/*.py ./iam_line_recognition/
COPY ./*.py .
EXPOSE 7860
CMD ["gunicorn", "--bind", "0.0.0.0:7860", "app:app"]
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