Harsh commited on
Commit ·
972c66f
1
Parent(s): c95c2b4
Optimize Dockerfile for HF Spaces with staged dependency installation
Browse files- Dockerfile +49 -0
- README.md +1 -1
- requirements.txt +2 -2
Dockerfile
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FROM python:3.10-slim
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WORKDIR /app
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# Install system dependencies required for the app
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RUN apt-get update && apt-get install -y --no-install-recommends \
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git \
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git-lfs \
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ffmpeg \
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libsm6 \
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libxext6 \
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cmake \
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libgl1 \
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&& git lfs install \
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&& rm -rf /var/lib/apt/lists/*
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# Upgrade pip and install build tools
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RUN pip install --no-cache-dir --upgrade pip setuptools wheel
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# Install Python dependencies in stages to avoid conflicts
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# Stage 1: Core scientific packages
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RUN pip install --no-cache-dir \
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numpy>=1.24.0,<2.0 \
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matplotlib>=3.7.0 \
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Pillow>=10.0.0
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# Stage 2: LiDAR processing packages
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RUN pip install --no-cache-dir \
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laspy[laszip]>=2.5.0 \
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trimesh>=4.0.0
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# Stage 3: Gradio and web framework (do this last to avoid dependency conflicts)
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RUN pip install --no-cache-dir \
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gradio \
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gradio-client
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# Copy application files
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COPY . /app
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# Expose port for HF Spaces
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EXPOSE 7860
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# Set environment variables for HF Spaces
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ENV GRADIO_SERVER_NAME="0.0.0.0"
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ENV GRADIO_SERVER_PORT=7860
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# Run the application
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CMD ["python", "app.py"]
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README.md
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A web application for visualizing and analyzing LiDAR point cloud data in 3D.
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-

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A web application for visualizing and analyzing LiDAR point cloud data in 3D.
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+

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requirements.txt
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# Core
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gradio=
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numpy>=1.24.0
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# LiDAR Processing
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laspy[laszip]>=2.5.0
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# Core
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gradio>=4.43.0
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numpy>=1.24.0,<2.0
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# LiDAR Processing
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laspy[laszip]>=2.5.0
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