XiaoHongbo-Hope opened a new pull request, #8981:
URL: https://github.com/apache/paimon/pull/8981

   Stacked on #8980, #8979, and #8826. The effective diff after those PRs is 
seven files.
   
   This adds `PaimonCoBucketedJoinOffsetSource` for an end-to-end resumable 
pipeline:
   
   - pin and co-bucket join two Paimon source snapshots;
   - route matched row ids once into an internal table bucketed by target file 
group;
   - checkpoint route construction and target-group update windows with bounded 
offsets;
   - resume without recomputing completed transform/update windows;
   - reject external target rewrites and transforms that move row ids across 
windows;
   - drop routing state and retained tags through 
`delete_update_by_row_id_checkpoint`.
   
   Tests: `ray_update_by_row_id_test.py` (36 passed); read/merge suites (82 
passed, 26 skipped) with Ray 2.56.1; project flake8 clean.


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