netron/tools/sklearn

#!/bin/bash

set -e

root=$(cd $(dirname ${0})/..; pwd)
third_party=${root}/third_party
tools=${root}/tools

identifier=scikit-learn
virtualenv=${third_party}/virtualenv/${identifier}

if [ $(which python3) ]; then
    python="python3"
else
    python="python"
fi

bold() {
    echo "$(tty -s && tput bold)$1$(tty -s && tput sgr0)" 
}

git_sync() {
    mkdir -p "${third_party}"
    if [ -d "${third_party}/${1}" ]; then
        git -C "${third_party}/${1}" fetch --quiet -p
        git -C "${third_party}/${1}" reset --quiet --hard origin/master
    else
        git -C "${third_party}" clone --quiet --recursive ${2} ${1}
    fi
    git -C "${third_party}" submodule update --quiet --init
}

sync() {
    bold "sklearn sync"
    git_sync numpy https://github.com/numpy/numpy.git
    git_sync scikit-learn https://github.com/scikit-learn/scikit-learn.git
    git_sync lightgbm https://github.com/Microsoft/LightGBM.git
    git_sync xgboost https://github.com/dmlc/xgboost.git
}

install() {
    bold "sklearn install"
    case "$(uname)" in
        "Darwin")
            brew list libomp > /dev/null 2>&1 || brew install libomp > /dev/null
            export CC=/usr/bin/clang
            export CXX=/usr/bin/clang++
            export CPPFLAGS="$CPPFLAGS -Xpreprocessor -fopenmp"
            export CFLAGS="$CFLAGS -I/usr/local/opt/libomp/include"
            export CXXFLAGS="$CXXFLAGS -I/usr/local/opt/libomp/include"
            export LDFLAGS="$LDFLAGS -L/usr/local/opt/libomp/lib -lomp"
            export DYLD_LIBRARY_PATH=/usr/local/opt/libomp/lib
            ;;
    esac
    [ -n "$(python3 -m pip list --format columns --disable-pip-version-check | grep -w virtualenv)" ] || ${python} -m pip install --force-reinstall --user --quiet virtualenv
    [ -d "${virtualenv}" ] || virtualenv --quiet -p ${python} ${virtualenv}
    source ${virtualenv}/bin/activate
    ${python} -m pip install --quiet Cython
    ${python} -m pip install --quiet numpy
    ${python} -m pip install ${third_party}/scikit-learn
    deactivate
}

metadata() {
    bold "sklearn metadata"
    source ${virtualenv}/bin/activate
    pushd ${tools} > /dev/null
    ${python} sklearn-script.py
    popd > /dev/null
    deactivate
}

while [ "$#" != 0 ]; do
    command="$1" && shift
    case "${command}" in
        "sync") sync;;
        "install") install;;
        "metadata") metadata;;
    esac
done