FROM nvidia/cuda:11.8.0-base-ubuntu22.04

# Install system dependencies
RUN apt-get update && apt-get install -y \
    python3-pip \
    libglib2.0-0 \
    libsm6 \
    libxext6 \
    libxrender-dev \
    libgl1-mesa-glx \
    wget

# Set the working directory in the container
WORKDIR /code

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

# Install Python dependencies
RUN pip install --no-cache-dir --upgrade -r /code/requirements.txt

# Copy the Kraken model file from the root directory to /code
COPY ./catmus-medieval.mlmodel /code/catmus-medieval.mlmodel

# Copy the FastAPI app into the container
COPY ./app /code/app

# Command to run the FastAPI app
CMD ["uvicorn", "app.main:app", "--host", "0.0.0.0", "--port", "7860"]