Dockerfile

# Use a Python base image
FROM python:3.10-slim

# Set the working directory
WORKDIR /app

# Copy the requirements file and install dependencies
COPY /requirements.txt .
RUN pip3 install --no-cache-dir -r requirements.txt

# Copy the application code
COPY app.py .

# Copy the directory containing the serialized model file
COPY best_random_forest_model.joblib ./deployment_files/



# Hugging Face Spaces expects the application to be on port 7860
EXPOSE 7860

# Command to run the application using Gunicorn
CMD ["gunicorn", "-w", "4", "-b", "0.0.0.0:7860", "app:app"]