# Use an official Python runtime as a parent image
FROM python:3.9-slim

# Set the working directory in the container
WORKDIR /app

# Copy the requirements file into the container at /app
COPY requirements.txt .

# Install any dependencies specified in requirements.txt
RUN pip install --no-cache-dir -r requirements.txt

# Copy the model file into the container
COPY random_forest_model.pkl /app/

# Copy the rest of the working directory contents into the container at /app
COPY . .

# Expose the port the app runs on
EXPOSE 8000

# Run the FastAPI application using Uvicorn
CMD ["uvicorn", "main:app", "--host", "0.0.0.0", "--port", "8000", "--reload"]