[Improvement][CI] move the CI action to contributor‘s repo

### What would you like to be improved?

When I pull a request, It will run some github action test to verify the code.
But now this action is running on apache repo. If the contribute doesn't have the repo access, he can't re-run job ( like timeout issue).

### How should we improve?

How about we move some action to contributor's repo

Review the repository's GitHub Actions workflows and determine which pull-request jobs currently run in the Apache repository. Check how contributor-owned repositories, permissions, secrets, and reruns would affect the proposed arrangement. Done means a documented, maintainable CI design that allows contributors to rerun the relevant jobs without repository access.

Written by the indexing model from the issue text.