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FROM continuumio/miniconda3 |
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RUN apt-get update && apt-get install -y \ |
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apt-transport-https \ |
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ca-certificates \ |
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gnupg2 \ |
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--no-install-recommends |
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RUN echo "deb http://deb.debian.org/debian unstable main" > /etc/apt/sources.list.d/unstable.list && \ |
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apt-key adv --keyserver keyserver.ubuntu.com --recv-keys 04EE7237B7D453EC && \ |
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apt-key adv --keyserver keyserver.ubuntu.com --recv-keys 648ACFD622F3D138 |
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RUN apt-get install -y build-essential ffmpeg libsm6 libxext6 |
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RUN apt-get update |
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RUN apt-get install -t unstable -y gdal-bin libgdal-dev |
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RUN apt-get install curl |
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RUN conda install -y python=3.10 |
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RUN mkdir -p /data |
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RUN chmod 777 /data |
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RUN useradd -m -u 1000 user |
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USER user |
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ENV HOME=/home/user \ |
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PATH=/home/user/.local/bin:$PATH |
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WORKDIR $HOME/app |
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RUN python -m pip install torchvision torch |
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RUN python -m pip install git+https://github.com/facebookresearch/detectron2.git |
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RUN python -m pip install torchvision torch rasterio |
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RUN python -m pip install git+https://github.com/PatBall1/detectree2.git |
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RUN python -m pip install opencv-python |
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RUN python -m pip install requests |
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RUN python -m pip install gradio |
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RUN python -m pip install plotly |
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COPY --chown=user . $HOME/app |
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RUN mkdir -m 700 -p $HOME/app/cache |
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EXPOSE 7860 |
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HEALTHCHECK --interval=30s --timeout=30s --start-period=5s --retries=3 CMD [ "curl", "localhost:7860" ] |
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CMD ["python", "-u", "main.py"] |
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