karuppayya commented on PR #52551:
URL: https://github.com/apache/spark/pull/52551#issuecomment-3391284075

   The selection of Alpha family sketch comes from the [Iceberg Specification 
for NDV 
stats](https://iceberg.apache.org/puffin-spec/#apache-datasketches-theta-v1-blob-type).
   Changing this would break the interoperability guarantee that Iceberg 
provides across engines like Spark, Trino, and Flink.
   I took Iceberg as an example, but having the flexibility in choosing the 
skecth family will benefit users in general.


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