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Add dockerfile to build serving image
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########### | ||
# BUILDER # | ||
########### | ||
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FROM python:3.11.6-slim-bullseye AS builder | ||
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# Set working directory | ||
WORKDIR /app | ||
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# Install dependencies | ||
COPY ./setup.py setup.py | ||
COPY ./cornac cornac | ||
COPY ./README.md README.md | ||
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RUN pip install --upgrade pip | ||
RUN pip install Cython numpy scipy | ||
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RUN apt-get update && \ | ||
apt-get -y --no-install-recommends install gcc g++ | ||
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RUN pip install --no-cache-dir . # install cornac | ||
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########## | ||
# RUNNER # | ||
########## | ||
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FROM python:3.11.6-slim-bullseye AS runner | ||
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WORKDIR /app | ||
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# Set environment variables | ||
ENV MODEL_PATH="" | ||
ENV MODEL_CLASS="" | ||
ENV PORT=5000 | ||
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COPY --from=builder /app/cornac cornac | ||
COPY --from=builder /usr/local/lib/python3.11/site-packages /usr/local/lib/python3.11/site-packages | ||
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RUN apt-get update && \ | ||
apt-get -y --no-install-recommends install gcc g++ && \ | ||
rm -rf /var/lib/apt/lists/* | ||
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RUN pip install --no-cache-dir Flask gunicorn | ||
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WORKDIR /app/cornac/serving | ||
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CMD ["gunicorn", "app:app"] |