Dockerfile

FROM python:3.12-slim

ARG WORKDIR=/app
WORKDIR $WORKDIR

RUN python -m pip install --upgrade pip==23.3.1
RUN apt-get update && apt-get install -y --no-install-recommends \
    build-essential && \
    rm -rf /var/lib/apt/lists/*

COPY product_return_prediction $WORKDIR/product_return_prediction

# COPY product_return_prediction/api.py $WORKDIR/product_return_prediction
# COPY product_return_prediction/config.py $WORKDIR/product_return_prediction
# COPY product_return_prediction/dataset.py $WORKDIR/product_return_prediction
# COPY product_return_prediction/features.py $WORKDIR/product_return_prediction

COPY README.md $WORKDIR/
COPY requirements.txt $WORKDIR/
COPY pyproject.toml $WORKDIR/

COPY data/external/inventory.tsv $WORKDIR/data/external/
COPY models/scaler.pkl $WORKDIR/models/
COPY models/svm.pkl $WORKDIR/models/

RUN pip install --no-cache-dir -r requirements.txt
# RUN pip install --no-cache-dir .

EXPOSE 7860

CMD ["uvicorn", "product_return_prediction.api:app", "--host", "0.0.0.0", "--port", "7860", "--reload"]