# Use official Python image
FROM python:3.11-slim

# Set working directory
WORKDIR /app

# Copy requirements (we'll define it here) and app
COPY app.py .

# Install dependencies
RUN pip install --no-cache-dir streamlit pandas scikit-learn

# Expose Streamlit port
EXPOSE 8501

# Command to run the app
CMD ["streamlit", "run", "app.py", "--server.port=8501", "--server.address=0.0.0.0"]