LuciferYang opened a new pull request #35563:
URL: https://github.com/apache/spark/pull/35563


   ### What changes were proposed in this pull request?
   The main change of this pr as follows:
   
   1. Refactor `KVUtils` to let the `open` method can use the passed `conf` to 
construct the corresponding `KVStore`
   2. Use new `KVUtils#open` to add UTs related to RocksDB, the new UTs cover 
the scenarios `LevelDB` has tested.
   
   
   ### Why are the changes needed?
   Add more test scenarios related to `RocksDB`.
   
   
   ### Does this PR introduce _any_ user-facing change?
   No
   
   
   ### How was this patch tested?
   Pass GA and add new UTs


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