Mac M1环境下无法安装LightGBM的技术求助

我的目标是学习一份Kaggle上的客户流失分类Notebook，它针对“Attrited Customer”类别的召回率达到了97%，但我自己处理该类别时F1分数仅为77.9%。目前卡在这份Notebook使用的LightGBM库安装上，始终无法成功完成。

已尝试的操作 #

• 执行pip install lightgbm，报错：python setup.py egg_info did not run successfully.
• 尝试安装wheel工具：pip install wheel，仍报错：python setup.py bdist_wheel did not run successfully.
• 后续又执行了以下命令，但错误依旧存在：
  • pip install Cmake
  • pip install --upgrade pip setuptools
  • brew install libomp

完整错误信息片段 #

× python setup.py bdist_wheel did not run successfully.
│ exit code: 1
╰─> [80 lines of output]
    INFO:root:running bdist_wheel
    /Library/Frameworks/Python.framework/Versions/3.10/lib/python3.10/site-packages/setuptools/command/install.py:34: SetuptoolsDeprecationWarning: setup.py install is deprecated. Use build and pip and other standards-based tools.
      warnings.warn(
    INFO:root:running build
    INFO:root:running build_py
    INFO:root:creating build
    INFO:root:creating build/lib
    INFO:root:creating build/lib/lightgbm

内容的提问来源于stack exchange，提问作者Jason Rich Darmawan