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| FROM nvidia/cuda:11.7.1-cudnn8-devel-ubuntu20.04 | |
| ENV DEBIAN_FRONTEND=noninteractive | |
| ENV HF_HUB_ENABLE_HF_TRANSFER=0 | |
| ENV HUGGINGFACE_HUB_CACHE=/data/huggingface | |
| ENV BUILD_DATE="2024-12-04-01" | |
| # Install system dependencies | |
| RUN apt-get update && apt-get install -y --no-install-recommends \ | |
| git \ | |
| python3-pip \ | |
| python3-dev \ | |
| ffmpeg \ | |
| libsm6 \ | |
| libxext6 \ | |
| wget \ | |
| && rm -rf /var/lib/apt/lists/* | |
| # Set up a new user | |
| RUN useradd -m -u 1000 user | |
| # Create directories and set permissions | |
| RUN mkdir -p /data/huggingface /data/models && \ | |
| chown -R user:user /data | |
| # Switch to user | |
| USER user | |
| # Set environment variables | |
| ENV HOME=/home/user | |
| ENV PATH=/home/user/.local/bin:$PATH | |
| # Set up workspace | |
| WORKDIR $HOME/app | |
| # Install Python packages | |
| COPY --chown=user:user requirements.txt . | |
| RUN pip install --no-cache-dir -r requirements.txt | |
| # Install additional dependencies | |
| RUN pip install --no-cache-dir openmim && \ | |
| mim install mmengine && \ | |
| mim install "mmcv>=2.0.1" && \ | |
| mim install "mmdet>=3.1.0" && \ | |
| mim install "mmpose>=1.1.0" | |
| # Copy application code first | |
| COPY --chown=user:user . . | |
| # Clone and set up MuseV | |
| RUN git clone https://github.com/TMElyralab/MuseV.git /tmp/musev && \ | |
| cd /tmp/musev && \ | |
| git clone https://github.com/huggingface/diffusers.git && \ | |
| git clone https://github.com/patrickvonplaten/controlnet_aux.git && \ | |
| cd diffusers && pip install -e . && \ | |
| cd ../controlnet_aux && pip install -e . && \ | |
| cd .. && \ | |
| # Copy MuseV contents | |
| cp -r * ../MuseV/ && \ | |
| cd .. && \ | |
| # Copy gradio scripts | |
| cp MuseV/scripts/gradio/gradio_video2video.py . && \ | |
| cp MuseV/scripts/gradio/gradio_text2video.py . && \ | |
| chmod +x gradio_*.py && \ | |
| # Verify setup | |
| echo "Directory contents:" && ls -la && \ | |
| echo "MuseV directory contents:" && ls -la MuseV && \ | |
| echo "Scripts directory contents:" && ls -la MuseV/scripts && \ | |
| echo "Gradio scripts directory contents:" && ls -la MuseV/scripts/gradio && \ | |
| echo "Checking gradio scripts:" && ls -la gradio_*.py && \ | |
| echo "Verifying file contents:" && \ | |
| cat gradio_video2video.py | head -n 5 && \ | |
| echo "---" && \ | |
| cat gradio_text2video.py | head -n 5 | |
| # Set up Python path | |
| ENV PYTHONPATH="${HOME}/app:${HOME}/app/MuseV:${HOME}/app/MuseV/MMCM:${HOME}/app/MuseV/diffusers/src:${HOME}/app/MuseV/controlnet_aux/src:${HOME}/app/MuseV/scripts/gradio" | |
| EXPOSE 7860 | |
| CMD ["python", "-u", "app.py"] |