Unable to Install on Mac OS with Apple Silicon

When I was trying to install EconML via pip command, the following errors occurred. It seems that I need to install LightGBM at the first stage, but I cannot install LightGBM python package either via pip (the error files of installing LightGBM are attached below). However, I do install LightGBM via Brew.

zhehaoli@Zhehaos-MacBook-Pro ~ % python3.10 -m pip install lightgbm
Collecting lightgbm
Using cached lightgbm-3.3.3.tar.gz (1.5 MB)
Preparing metadata (setup.py) ... done
Requirement already satisfied: wheel in /opt/homebrew/lib/python3.10/site-packages (from lightgbm) (0.37.1)
Requirement already satisfied: numpy in /opt/homebrew/lib/python3.10/site-packages (from lightgbm) (1.23.4)
Requirement already satisfied: scipy in /opt/homebrew/lib/python3.10/site-packages (from lightgbm) (1.9.2)
Requirement already satisfied: scikit-learn!=0.22.0 in /opt/homebrew/lib/python3.10/site-packages (from lightgbm) (1.1.2)
Requirement already satisfied: joblib>=1.0.0 in /opt/homebrew/lib/python3.10/site-packages (from scikit-learn!=0.22.0->lightgbm) (1.2.0)
Requirement already satisfied: threadpoolctl>=2.0.0 in /opt/homebrew/lib/python3.10/site-packages (from scikit-learn!=0.22.0->lightgbm) (3.1.0)
Building wheels for collected packages: lightgbm
Building wheel for lightgbm (setup.py) ... error
error: subprocess-exited-with-error
LightGBM_compilation.log

Start by reproducing the reported python3.10 pip install lightgbm command on Apple Silicon and inspect the attached LightGBM_compilation.log. Determine whether the failure is specific to the reported environment; done means EconML and its LightGBM dependency have a supported installation path or the limitation is clearly documented.