mkaravel opened a new pull request, #41021:
URL: https://github.com/apache/spark/pull/41021

   ### What changes were proposed in this pull request?
   
   This is a follow-up PR to #40615.
   
   In this PR we nake sure that all sketches produces by the new expressions 
`hll_sketch_agg`, `hll_union_agg` and `hll_union` are actually HLL DataSketches 
represented with 8-nit registers.
   
   Using 8-bit registers improves the performance of the expressions at the 
expense of using more memory(the current implementation uses 4-bit registers by 
default).
   
   ### Why are the changes needed?
   
   To improve the performance of the new HLL-related expressions.
   
   ### Does this PR introduce _any_ user-facing change?
   
   No
   
   ### How was this patch tested?
   
   Existing tests suffice.
   


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