dwangatt opened a new pull request, #9370:
URL: https://github.com/apache/paimon/pull/9370

   ## Continuation of #7865
   
   This PR continues apache/paimon#7865.
   
   The original author is no longer available to maintain the source branch. 
This continuation preserves all 19 original commits and their authorship, and 
moves ongoing maintenance to the `atlassian-forks/paimon` fork.
   
   Original PR:
   - apache/paimon#7865
   - Original author: @mikedias
   - Original branch: `mdias/master/buckets-per-partition`
   
   ## Purpose
   
   Support per-partition bucket counts so individual partitions can be rescaled 
independently without changing the bucket count of the entire table.
   
   This allows a table to contain partitions with different bucket layouts 
while ensuring readers, writers, compaction, and overwrite/rescale operations 
use the bucket count recorded for each partition.
   
   ## Commit history
   
   All original commits from #7865 are preserved. New changes addressing 
outstanding review feedback will be added as separate commits on this 
maintained branch.
   
   ## Follow-up
   
   - [ ] Rebase and resolve conflicts against the latest `apache/master`
   - [ ] Review and address unresolved feedback from #7865
   - [ ] Run the full unit and integration test suite
   - [ ] Verify streaming writer behavior after a partition rescale
   - [ ] Verify INSERT OVERWRITE/rescale behavior
   - [ ] Verify writer coordinator and empty-bucket restore behavior
   
   Supersedes #7865.
   


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