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Dockerfile
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Dockerfile
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FROM public.ecr.aws/docker/library/python:3.10-slim AS builder
# hadolint ignore=DL3008
RUN apt-get update && apt-get install -y --no-install-recommends \
build-essential \
git \
&& rm -rf /var/lib/apt/lists/*
# hadolint ignore=DL3013
RUN pip install --no-cache-dir --upgrade pipenv==2022.1.8 pip
ENV PIPENV_VENV_IN_PROJECT=1
ENV VIRTUALENV_COPIES=1
WORKDIR /opt/project
COPY ./Pipfile.lock ./
COPY ./Pipfile ./
RUN pipenv sync
FROM public.ecr.aws/docker/library/python:3.10-slim AS mlflow
# hadolint ignore=DL3008
RUN apt-get update && apt-get install -y --no-install-recommends curl \
&& rm -rf /var/lib/apt/lists/*
WORKDIR /opt/project
COPY --from=builder /opt/project/.venv .venv
ENV PATH="/opt/project/.venv/bin:$PATH"
ENTRYPOINT ["mlflow", "server"]
FROM public.ecr.aws/docker/library/python:3.10-slim AS runner
WORKDIR /opt/project
COPY --from=builder /opt/project/.venv .venv
ENV PATH="/opt/project/.venv/bin:$PATH"
COPY src ./
ENTRYPOINT ["python", "-m"]