Dockerfile

FROM nvidia/cuda:11.7.1-runtime-ubuntu22.04

# Update package lists and install system dependencies
RUN apt-get update && apt-get install -y \
    python3-pip \
    software-properties-common \
    libpq-dev \
    gdal-bin \
    libgdal-dev \
    && rm -rf /var/lib/apt/lists/*

# Add UbuntuGIS PPA to get a newer version of GDAL (if needed)
RUN add-apt-repository ppa:ubuntugis/ppa && \
    apt-get update && \
    apt-get install -y gdal-bin libgdal-dev

WORKDIR /code

COPY ./requirements.txt /code/requirements.txt

# Set GDAL version for Python bindings
ENV GDAL_VERSION=3.6.2

RUN pip install --no-cache-dir --upgrade -r /code/requirements.txt

COPY . /code

RUN useradd -m -u 1000 user
USER user

ENV HOME=/home/user \
    PATH=/home/user/.local/bin:$PATH

WORKDIR $HOME/app

COPY --chown=user . $HOME/app

CMD ["streamlit", "run", "app.py"]