# HuggingFace Spaces — Flask Purchase Predictor FROM python:3.10-slim # HF Spaces runs as a non-root user; create one to match RUN useradd -m -u 1000 appuser WORKDIR /app # Install dependencies first (layer cache) COPY requirements.txt . RUN pip install --no-cache-dir -r requirements.txt # Copy application code COPY app.py . COPY templates/ templates/ # Copy your trained model — ensure the file is in the same folder # before building the image COPY random_over_sampling_model.pkl . # Switch to non-root user (required by HuggingFace Spaces) USER appuser # HuggingFace Spaces expects port 7860 EXPOSE 7860 ENV PORT=7860 # Use gunicorn for production CMD ["gunicorn", "--bind", "0.0.0.0:7860", "--workers", "1", "--timeout", "120", "app:app"]