# Use a base image with CUDA support
FROM nvidia/cuda:11.7.0-cudnn8-devel-ubuntu20.04

# Create a new user and switch to it
RUN useradd -m -u 1000 user
USER user

# Set the PATH
ENV PATH="/home/user/.local/bin:$PATH"

# Set the working directory
WORKDIR /app

# Install the packaging and numpy modules
RUN pip install packaging numpy

# Copy the requirements file and install dependencies
COPY --chown=user ./requirements.txt requirements.txt
RUN pip install --no-cache-dir --upgrade -r requirements.txt

# Copy the rest of the application code
COPY --chown=user . /app

# Run the application
CMD ["uvicorn", "-w", "4", "-b", "0.0.0.0:8080", "app:app"]
CMD ["gunicorn", "-w", "4", "-b", "0.0.0.0:8080", "app:app"]