Create scripts to help release.

[blackmwk]

Is your feature request related to a problem or challenge?

Currently we have some release scripts to help release, but they are somehow not friendly to use and missing docs.

Describe the solution you'd like

Inspired by iceberg-cpp's release scripts, we should create more fine grained scripts with better docs.

Willingness to contribute

None

[CTTY]

We should do this as a part of next major version release