# Use Python 3.10 for compatibility with newer packages
FROM python:3.10


RUN useradd user

USER user

ENV HOME=/home/user \
    PATH=/home/user/.local/bin:$PATH
    
# Set up a working directory
WORKDIR $HOME/app

COPY --chown=user ./ $HOME/app

# Install dependencies from the requirements file
RUN pip install --no-cache-dir --upgrade -r requirements.txt

# Install PyTorch or TensorFlow
RUN pip install torch torchvision

# Set environment variable to indicate PyTorch usage
ENV USE_TORCH=1 

CMD fastapi run --reload --host=0.0.0.0 --port=7860