Dockerfile

FROM python:3.9

RUN pwd && ls -l

# Create a user with UID 1000
RUN useradd -m -u 1000 user

# Install PyTorch
RUN pip install torch torchvision torchaudio

# Copy the requirements file to the /code directory
COPY ./requirements.txt /code/requirements.txt

# Install the Python dependencies with root and clean up cache
RUN pip install --no-cache-dir --upgrade -r /code/requirements.txt && rm -rf /root/.cache

# Switch to the user
USER user

# Set the working directory and user environment variables
ENV PATH=/home/user/.local/bin:$PATH

# Switch to the user's home directory
WORKDIR /home/user

# Copy the application files into the user's home directory
COPY --chown=user:user . /home/user

# Set the working directory for the application
WORKDIR /home/user

RUN pwd && ls -l

# Start the application using gunicorn with increased log level
CMD ["gunicorn", "main:app", "--workers", "4", "--worker-class", "uvicorn.workers.UvicornWorker", "--bind", "0.0.0.0:7860", "--timeout", "300", "--log-level", "debug"]