RaguCS commented on issue #6389:
URL: https://github.com/apache/paimon/issues/6389#issuecomment-3414119820

   I'd like to take over this enhancement and start working on implementing the 
asynchronous bucket refresh mechanism for dynamic bucket mode.
   
   My plan:
   
   1. Review the current PartitionIndex logic and how dynamic buckets are 
managed.
   
   2. Implement the proposed async refresh logic using CompletableFuture to 
periodically scan and update available buckets.
   
   3. Add configuration options for:
   
   > - dynamic-bucket.empty-bucket-threshold
   
   > - dynamic-bucket.refresh-interval
   
   4. Write tests to verify that refreshed buckets are correctly reused and 
that the refresh operation doesn’t block assignment.
   
   Once the initial implementation is ready, I’ll open a PR for review and 
feedback.


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