# 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
RUN pip install --upgrade pip
# Install and clean up temp caches
RUN pip install -r backend/requirements/base.txt && rm -rf /root/.cache

# Copy project files
COPY ./backend/ ./backend
COPY ./recommendations/ ./recommendations
COPY ./model_data/BaseUtility.py ./model_data/BaseUtility.py
COPY ./model_data/config.py ./model_data/config.py
COPY ./model_data/optimiser/ ./model_data/optimiser/
COPY ./model_data/__init__.py ./model_data/__init__.py
COPY ./model_data/EpcClean.py ./model_data/EpcClean.py
COPY ./model_data/utils.py ./model_data/utils.py
COPY ./model_data/epc_attributes/ ./model_data/epc_attributes/
COPY ./datatypes/ ./datatypes/

# Define the handler location
CMD ["backend.app.main.handler"]