ERROR: ERROR: Failed to build installable wheels for some pyproject.toml based projects (apache-beam)

I am using Python version 3.12.4 on MacOS Silicon and I ran `pip3 install tensorflow-gnn` but I got this error:
`ERROR: Failed building wheel for apache-beam
Failed to build apache-beam
ERROR: ERROR: Failed to build installable wheels for some pyproject.toml based projects (apache-beam)`