Created
February 24, 2021 14:16
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FROM ubuntu:18.04 | |
# Set character encoding environment variables | |
ENV LC_ALL=C.UTF-8 LANG=C.UTF-8 | |
# Allow apt-get install without interaction from console | |
ENV DEBIAN_FRONTEND=noninteractive | |
# Set the working directory to /root | |
WORKDIR /root | |
# System updates and configurations | |
RUN apt-get update && apt-get -y --no-install-recommends install \ | |
ca-certificates \ | |
git \ | |
ssh \ | |
wget \ | |
poppler-utils && \ | |
apt-get clean && \ | |
apt-get autoremove && \ | |
rm -rf /var/lib/apt/lists/* | |
# Install Miniconda | |
RUN wget --quiet https://repo.anaconda.com/miniconda/Miniconda3-4.5.1-Linux-x86_64.sh && \ | |
bash Miniconda3-4.5.1-Linux-x86_64.sh -b -p $HOME/miniconda && \ | |
rm Miniconda3-4.5.1-Linux-x86_64.sh | |
# Set the path env to include miniconda | |
ENV PATH /root/miniconda/bin:$PATH | |
# Copy over model and API code into the container | |
COPY ./flask-app /root | |
# Create a conda environment from the specified conda.yml | |
RUN conda env create --file /root/conda.yml | |
# Add to .bashrc | |
RUN echo "source activate aisc-nlp" >> .bashrc | |
# Pip install api requirements into the conda env | |
RUN /bin/bash -c "source activate aisc-nlp" && \ | |
pip install --upgrade pip setuptools && \ | |
pip install -r requirements.txt --no-cache-dir | |
COPY start.sh /root | |
# Make our start script executable | |
RUN ["chmod", "+x", "/root/start.sh"] | |
# Start the API | |
ENTRYPOINT [ "/root/start.sh" ] |
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