FROM docker.io/nvidia/cuda:12.6.1-devel-ubuntu24.04 ENV DEBIAN_FRONTEND=noninteractive ENV TZ=UTC # Add deadsnakes PPA for Python 3.10 RUN apt-get update && apt-get install -y --no-install-recommends \ software-properties-common \ && add-apt-repository ppa:deadsnakes/ppa # Install Python 3.10 and dependencies RUN apt-get update && apt-get install -y --no-install-recommends \ python3.10 \ python3.10-venv \ python3.10-dev \ python3.10-distutils \ python3-pip \ build-essential \ && rm -rf /var/lib/apt/lists/* # Set Python 3.10 as default RUN update-alternatives --install /usr/bin/python3 python3 /usr/bin/python3.10 1 ENV CUDA_HOME=/usr/local/cuda ENV PATH=${CUDA_HOME}/bin:${PATH} ENV LD_LIBRARY_PATH=${CUDA_HOME}/lib64:${LD_LIBRARY_PATH} ARG USER_UID=10002 ARG USER_GID=$USER_UID ARG USERNAME=modelapi RUN groupadd --gid $USER_GID $USERNAME \ && useradd --uid $USER_UID --gid $USER_GID -m $USERNAME # Copy required files RUN mkdir -p /modelapi && mkdir -p /home/$USERNAME/.modelapi COPY app /modelapi/app COPY sgmse /modelapi/sgmse COPY pyproject.toml /modelapi/pyproject.toml ENV CUDA_HOME=/usr/local/cuda ENV PATH=${CUDA_HOME}/bin:${PATH} ENV LD_LIBRARY_PATH=${CUDA_HOME}/lib64:${LD_LIBRARY_PATH} # Setup permissions RUN chown -R $USER_UID:$USER_GID /modelapi \ && chown -R $USER_UID:$USER_GID /home/$USERNAME/.modelapi \ && chown -R $USER_UID:$USER_GID /home/$USERNAME \ && chmod -R 755 /home/$USERNAME \ && chmod -R 755 /modelapi \ && chmod -R 755 /home/$USERNAME/.modelapi # Change to the user and do subnet installation USER $USERNAME RUN /bin/bash -c "python3 -m venv /modelapi/.venv && source /modelapi/.venv/bin/activate && pip3 install -e /modelapi/." EXPOSE 6500 CMD ["/bin/bash", "-c", "source /modelapi/.venv/bin/activate && python3 /modelapi/app/run.py"]