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dockerfile-python 913 Bytes
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FROM ubuntu:16.04

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ARG CONDA_DIR=/opt/conda
ENV PATH $CONDA_DIR/bin:$PATH

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RUN apt-get update && \
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    apt-get install -y --no-install-recommends \
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        ca-certificates \
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        cmake \
        build-essential \
        gcc \
        g++ \
        git \
        wget && \
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    # python environment
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    wget https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh && \
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    /bin/bash Miniconda3-latest-Linux-x86_64.sh -f -b -p $CONDA_DIR && \
    export PATH="$CONDA_DIR/bin:$PATH" && \
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    conda config --set always_yes yes --set changeps1 no && \
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    # lightgbm
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    conda install -q -y numpy scipy scikit-learn pandas && \
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    git clone --recursive --branch stable --depth 1 https://github.com/Microsoft/LightGBM && \
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    cd LightGBM/python-package && python setup.py install && \
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    # clean
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    apt-get autoremove -y && apt-get clean && \
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    conda clean -a -y && \
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    rm -rf /usr/local/src/*