### _Why are the changes needed?_
- Add docs for the `fast` maven profile
### _How was this patch tested?_
- [ ] Add some test cases that check the changes thoroughly including negative and positive cases if possible
- [ ] Add screenshots for manual tests if appropriate
- [ ] [Run test](https://kyuubi.readthedocs.io/en/master/develop_tools/testing.html#running-tests) locally before make a pull request
Closes#4225 from bowenliang123/doc-fast-profile.
Closes#4225
29aff164 [liangbowen] update
22ebef61 [liangbowen] typo
24a65920 [liangbowen] nit
803b86ad [liangbowen] doc for the `fast` maven profile
Authored-by: liangbowen <liangbowen@gf.com.cn>
Signed-off-by: liangbowen <liangbowen@gf.com.cn>