FROM huggingface/transformers-pytorch-gpu AS requirements
RUN apt update
RUN apt install -y \
    apt-transport-https ca-certificates \
    curl software-properties-common
RUN curl -fsSL https://download.docker.com/linux/ubuntu/gpg | apt-key add -
RUN add-apt-repository "deb [arch=amd64] https://download.docker.com/linux/ubuntu bionic stable"
RUN apt update
RUN apt install -y docker-ce
COPY requirements.txt /requirements.txt
RUN pip3 install -r /requirements.txt
RUN rm -rf /requirements.txt

FROM requirements AS test
COPY ./ /root/sia/
WORKDIR /root/sia/
RUN mkdir -p /root/model
CMD ["python3", "-m", "unittest", "discover", "-v", "-p", "*test.py", "-v"]

FROM requirements
COPY ./ /root/sia/
WORKDIR /root/sia/
CMD ["python3", "-m", "sia"]