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-# ===============================
-# BackgroundFX Pro — Final Dockerfile
-# CUDA 12.1.1 + PyTorch 2.5.1 + Matplotlib 3.5.0 + NumPy 1.21.6
-# ===============================
-ARG PYTHON_VERSION=3.10
-FROM nvidia/cuda:12.1.1-cudnn8-runtime-ubuntu22.04
-# ---- Environment Setup ----
-ENV DEBIAN_FRONTEND=noninteractive \
-    PYTHONUNBUFFERED=1 \
-    PYTHONDONTWRITEBYTECODE=1 \
-    PIP_NO_CACHE_DIR=1 \
-    PIP_DISABLE_PIP_VERSION_CHECK=1 \
-    TORCH_CUDA_ARCH_LIST="7.5 8.0 8.6+PTX" \
-    CUDA_VISIBLE_DEVICES="0" \
-    OMP_NUM_THREADS=2 \
-    OPENBLAS_NUM_THREADS=1 \
-    MKL_NUM_THREADS=1 \
-    NUMEXPR_NUM_THREADS=1 \
-    HF_HOME=/home/user/app/.hf \
-    TORCH_HOME=/home/user/app/.torch \
-    PORT=7860 \
-    STREAMLIT_SERVER_PORT=7860 \
-    STREAMLIT_SERVER_HEADLESS=true \
-    STREAMLIT_BROWSER_GATHER_USAGE_STATS=false \
-    PYTHONPATH=/home/user/app:/home/user/app/pipeline:/home/user/app/models \
-    FFMPEG_BIN=ffmpeg \
-    SAM2_DEVICE=cuda \
-    MATANY_DEVICE=cuda \
-    TF_CPP_MIN_LOG_LEVEL=2 \
-    SAM2_CHECKPOINT=/home/user/app/checkpoints/sam2.1_hiera_large.pt
-# ---- Non-root User ----
-RUN useradd -m -u 1000 user
-ENV HOME=/home/user
-WORKDIR $HOME/app
-# ---- System Dependencies ----
-RUN apt-get update && apt-get install -y --no-install-recommends \
-    git wget curl ca-certificates \
-    python3 python3-pip python3-venv python3-dev \
-    build-essential gcc g++ pkg-config \
-    libffi-dev libssl-dev libc6-dev \
-    libgl1-mesa-glx libglib2.0-0 libsm6 libxext6 libxrender1 libgomp1 \
-    libopus0 libvpx7 libsrtp2-1 libx264-dev libx265-dev libmp3lame-dev \
-    libblas-dev liblapack-dev gfortran \
-    libfreetype6-dev libpng-dev libjpeg-dev \
-    && rm -rf /var/lib/apt/lists/*
-# ---- Install FFmpeg ----
-RUN apt-get update && apt-get install -y --no-install-recommends ffmpeg \
-    && rm -rf /var/lib/apt/lists/*
-# ---- Python Bootstrap ----
-RUN python3 -m pip install --no-cache-dir --upgrade pip setuptools wheel
-# ---- Install NumPy 1.21.6 ----
-RUN python3 -m pip install --no-cache-dir numpy==1.21.6
-# ---- Install Matplotlib 3.5.0 (Compatible with NumPy 1.21.6) ----
-RUN python3 -m pip install --no-cache-dir matplotlib==3.5.0
-# ---- Install PyTorch 2.5.1 (CUDA 12.1) ----
-RUN python3 -m pip install --no-cache-dir --index-url https://download.pytorch.org/whl/cu121 \
-    torch==2.5.1 torchvision==0.20.1 torchaudio==2.5.1 \
-    && python3 -c "import torch; print('PyTorch:', torch.__version__); print('CUDA available:', torch.cuda.is_available())"
-# ---- Copy Requirements ----
-COPY requirements.txt .
-RUN python3 -m pip install --no-cache-dir -r requirements.txt
-# ---- Install MatAnyone ----
-RUN echo "Installing MatAnyone..." && \
-    python3 -m pip install --no-cache-dir git+https://github.com/pq-yang/MatAnyone.git \
-    && python3 -c "import matanyone; print('✅ MatAnyone installed')"
-# ---- Install SAM2 (Editable) ----
-RUN echo "Installing SAM2..." && \
-    git clone --depth=1 https://github.com/facebookresearch/segment-anything-2.git third_party/sam2 && \
-    cd third_party/sam2 && \
-    python3 -m pip install --no-cache-dir -e .
-# ---- Download SAM2 Checkpoints ----
-RUN mkdir -p /home/user/app/checkpoints && \
-    wget -q --show-progress -O /home/user/app/checkpoints/sam2.1_hiera_large.pt \
-    https://dl.fbaipublicfiles.com/segment_anything_2/092824/sam2.1_hiera_large.pt
-# ---- Create Directory Structure ----
-RUN mkdir -p /home/user/app/pipeline /home/user/app/models /home/user/app/storage && \
-    chown -R user:user /home/user/app && \
-    chmod -R 755 /home/user/app
-# ---- Copy Application Code ----
-COPY --chown=user:user . .
-# ---- Healthcheck ----
-HEALTHCHECK --interval=30s --timeout=8s --retries=3 CMD \
-    python3 -c "import numpy; print('NumPy:', numpy.__version__); import matplotlib; print('Matplotlib:', matplotlib.__version__); import torch; print('PyTorch:', torch.__version__)"
-# ---- Runtime Startup ----
-USER user
-EXPOSE 7860
-CMD ["sh", "-c", "\
-    echo '===========================================' && \
-    echo '=== BACKGROUNDFX PRO STARTUP ===' && \
-    echo '===========================================' && \
-    echo 'Disk free: $(df -h /home/user/app/storage | tail -1)' && \
-    python3 --version && \
-    pip --version && \
-    ffmpeg -version && \
-    if [ -f streamlit_app.py ]; then \
-        python3 -c 'import streamlit_app; print(\"✅ streamlit_app.py imports OK\")'; \
-    else \
-        echo '❌ ERROR: streamlit_app.py not found!' && exit 1; \
-    fi && \
-    exec streamlit run --server.port=${PORT} --server.address=0.0.0.0 \
-    --server.maxUploadSize=200 --server.enableCORS=false \
-    --server.enableXsrfProtection=false --logger.level=debug \
-    streamlit_app.py"]