# Use an official Python runtime as a parent image
FROM python:3.8-slim-buster

# Set the working directory in the container to /app
WORKDIR /app

# Clone the mmtafrica repository
RUN git clone https://github.com/edaiofficial/mmtafrica.git

# Add the current directory contents into the container at /app
ADD . /app

# Install virtualenv and activate it
RUN pip install --no-cache-dir virtualenv

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

# Install mmtafrica from the cloned repository
RUN pip install --no-cache-dir /app/mmtafrica

# Install additional packages
RUN pip install --no-cache-dir numpy pandas scikit-learn matplotlib

# Make port 80 available to the world outside this container
EXPOSE 80

# Run app.py when the container launches
CMD ["uvicorn", "app:app", "--host", "0.0.0.0", "--port", "80"]