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[GitHub] [incubator-druid] leerho commented on issue #7337: DataSketches HLL is not a replacement for Cardinality aggregator

leerho commented on issue #7337: DataSketches HLL is not a replacement for Cardinality aggregator
URL: https://github.com/apache/incubator-druid/issues/7337#issuecomment-479351657
 
 
   There is some confusion here ... the DataSketches (DS) HllSketch is a wee
   bit slower on update than the Theta Sketch and noticeably slower on merge
   (but still quite fast). However, the Theta Sketch can be used in set
   operations while the HllSketch cannot.  For that capability, however, the
   Theta Sketch is about 10X bigger in size.
   
   The principal reason for the HllSketch is it’s small size.
   
   
   On Fri, Mar 29, 2019 at 9:28 PM pdeva <no...@github.com> wrote:
   
   > @jon-wei <https://github.com/jon-wei> looking at the Theta sketch, can't
   > it basically do everything HLL sketch can do?
   > Is the HLL sketch just faster than Theta sketch but covers less use cases?
   >
   > Ie, is it correct to say HLL is a subset of Theta sketch in terms of
   > features, but we include it cause its faster?
   >
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