FROM docker.io/library/python:3.10-slim as base

# Configure piwheels repo to use pre-compiled numpy wheels for arm
RUN echo -n "[global]\nextra-index-url=https://www.piwheels.org/simple\n" >> /etc/pip.conf


#################
FROM base as builder

RUN apt-get update && apt-get install -y git && \
    pip3 install poetry==1.2.0 && \
    poetry self add "poetry-dynamic-versioning[plugin]"
ADD . .

RUN poetry build

#################
FROM base

COPY --from=builder dist/*.whl /tmp/
RUN pip3 install /tmp/*whl

WORKDIR /tmp
USER 1234

ENTRYPOINT ["/usr/local/bin/train"]