siddharthteotia commented on pull request #8398:
URL: https://github.com/apache/pinot/pull/8398#issuecomment-1081386541


   > I'd like to request reaching consensus here:
   > 
   > * Do we agree that using raw values for high cardinality metrics makes 
sense? If so, can we enable no-dict for those either by default or under a flag?
   > * Do we agree that [Combine Metadata and Dictionary based plans into 
single operator #8408](https://github.com/apache/pinot/pull/8408) takes care of 
issue 1 in @siddharthteotia 's comment? And issues 2 and 3 from the same 
comment don't apply to this PR.
   > * We can independently make the heuristic between recommendation engine / 
auto-tuner and this PR use the same algorithm, but that should be outside the 
scope of this PR.
   > 
   > If there are more open items, lets reach consensus on this, and move 
froward with this PR.
   > 
   > cc: @siddharthteotia @richardstartin @Jackie-Jiang
   
   @mayankshriv my comment was more of a FYI to share our learnings from doing 
something similar with recommender rule engine. I don't mean to increase scope 
of this PR. 
   
   I agree that for high cardinality metrics, no dictionary is a better option. 
   
   I think outright if we want to create metric columns with no dictionary, 
regardless of cardinality, then we should probably do that under a flag to keep 
the default behavior same as today ?
   
   I will review @richardstartin PR


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