nevzheng opened a new issue, #12397:
URL: https://github.com/apache/gravitino/issues/12397

   ### Describe the proposal
   
   Implement the accepted handoff from an expired retained deletion to 
asynchronous physical Iceberg purge. The implementation must safely select 
eligible records, claim work, preserve the lifecycle boundary during worker 
retries, and reuse existing hard-delete mechanics where the approved design 
permits.
   
   ### Task list
   
   - [ ] Implement expiry selection and purge-work claiming.
   - [ ] Integrate the approved handoff with cleanup execution.
   - [ ] Implement restart, retry, and multi-replica safety behavior.
   - [ ] Add operational logging, metrics, and guidance.
   - [ ] Add end-to-end expiry and purge-race coverage.
   


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