HuangZhenQiu opened a new pull request, #19765:
URL: https://github.com/apache/hudi/pull/19765

   ### Describe the issue this Pull Request addresses
   
   add new RocksDBPartitionedIndexBackend that can manages record-key-to-fileId 
mapping for each partition in column family of RocksDB.
   
   ### Summary and Changelog
   1. Add RocksDBPartitionedIndexBackend, a RocksDB-based implementation of 
PartitionedIndexBackend that stores each data partition's record-key-to-fileId 
mapping in its own column family, enabling per-partition eviction.
   2. Add PartitionedIndexBackendFactory to centralize selection between the 
dummy, record-level, and new RocksDB-backed index backends based on 
FlinkOptions.INDEX_RLI_BACKEND_TYPE.
   3. Update DynamicBucketAssignFunction to use the new factory instead of 
inlining backend construction.
   4. Add unit tests for the new factory and RocksDB backend.
   
   ### Impact
   
   none
   
   ### Risk Level
   
   none
   
   ### Documentation Update
   
   none
   
   ### Contributor's checklist
   
   - [ ] Read through [contributor's 
guide](https://hudi.apache.org/contribute/how-to-contribute)
   - [ ] Enough context is provided in the sections above
   - [ ] Adequate tests were added if applicable
   


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