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FROM python:3.12-slim |
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RUN useradd -m -u 1000 user |
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USER user |
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ENV HOME=/home/user \ |
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PATH=/home/user/.local/bin:$PATH |
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WORKDIR $HOME/app |
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RUN python -m pip install --upgrade pip==23.3.1 |
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RUN apt-get update && apt-get install -y --no-install-recommends \ |
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build-essential && \ |
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rm -rf /var/lib/apt/lists/* |
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COPY --chown=user product_return_prediction $WORKDIR/product_return_prediction |
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COPY --chown=user README.md $WORKDIR/ |
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COPY --chown=user requirements.txt $WORKDIR/ |
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COPY --chown=user pyproject.toml $WORKDIR/ |
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COPY --chown=user data/external/inventory.tsv $WORKDIR/data/external/ |
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COPY --chown=user models/scaler.pkl $WORKDIR/models/ |
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COPY --chown=user models/svm.pkl $WORKDIR/models/ |
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RUN pip install --no-cache-dir -r requirements.txt |
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EXPOSE 7860 |
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CMD ["uvicorn", "product_return_prediction.api:app", "--host", "0.0.0.0", "--port", "7860", "--reload"] |
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