# Base image
FROM tiangolo/uvicorn-gunicorn-fastapi:python3.7

# Set working directory
WORKDIR /app

# Copy the API files to the container
COPY . /app

# Install dependencies
RUN pip install --no-cache-dir fastapi pydantic uvicorn scikit-learn joblib pandas numpy

# Expose the API port
EXPOSE 80

# Start the API
CMD ["uvicorn", "main:app", "--host", "0.0.0.0", "--port", "8080"]