dongjoon-hyun opened a new pull request, #56824:
URL: https://github.com/apache/spark/pull/56824

   ### What changes were proposed in this pull request?
   
   This PR aims to enable `spark.rdd.compress` by default.
   ### Why are the changes needed?
   
   Compressing serialized RDD partitions saves memory and disk at a small CPU 
cost. PySpark has long defaulted this to `true`; making it the core default 
applies the same proven default across all languages.
   
   ### Does this PR introduce _any_ user-facing change?
   
   Yes. Serialized RDD partitions are now compressed by default. To restore the 
previous behavior, set `spark.rdd.compress` to `false`.
   
   ### How was this patch tested?
   
   Pass the CIs.
   
   ### Was this patch authored or co-authored using generative AI tooling?
   
   Generated-by: Claude Opus 4.8


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