XiaoHongbo-Hope opened a new pull request, #8980:
URL: https://github.com/apache/paimon/pull/8980

   Stacked on #8979. The effective diff after that PR is one file.
   
   This refactors `bucket_join` into reusable validation, planning, and 
execution helpers so a resumable source can join snapshot-pinned, preplanned 
bucket splits. The public `bucket_join` behavior is unchanged.
   
   Tests: `ray_bucket_join_test.py` (18 passed with Ray 2.56.1); project flake8 
clean.


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