siying opened a new pull request, #43338:
URL: https://github.com/apache/spark/pull/43338

   ### What changes were proposed in this pull request?
   Turn to use LZ4 in RocksDB state store.
   
   ### Why are the changes needed?
   LZ4 is generally faster than Snappy. That's probably we use LZ4 in 
changelogs and other places by default. However, we don't change RocksDB's 
default of Snappy compression style. The RocksDB Team recommend LZ4 or ZSTD and 
the default is kept to Snappy only for backward compatible reason. We should 
use LZ4 instead.
   
   
   ### Does this PR introduce _any_ user-facing change?
   No.
   
   ### How was this patch tested?
   Existing tests should fix it. Some benchmarks are run and we see positive 
improvements.
   
   
   ### Was this patch authored or co-authored using generative AI tooling?
   No.


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