# Pull base image
FROM python:3.10.12-slim-buster

# Set environment variables
ENV PYTHONDONTWRITEBYTECODE 1
ENV PYTHONUNBUFFERED 1

# Set work directory to the root of your project
WORKDIR /Model

# Install system dependencies
RUN apt-get update && apt-get install -y netcat-openbsd

# Install python dependencies
COPY ./backend/requirements/base.txt ./backend/requirements/base.txt
COPY ./model_data/requirements/requirements.txt ./model_data/requirements/requirements.txt
RUN pip install --upgrade pip
RUN pip install -r backend/requirements/base.txt
RUN pip install -r model_data/requirements/requirements.txt

# Copy project
COPY ./backend ./backend
COPY ./model_data ./model_data

# command to run on container start
CMD ["uvicorn", "backend.app.main:app", "--host", "0.0.0.0", "--port", "8000"]