CuteChuanChuan commented on PR #21988:
URL: https://github.com/apache/datafusion/pull/21988#issuecomment-4381079966

   Hi @Jefffrey, thanks for raising this — it's a good observation.
   
   My intuition is that if a user chose Decimal for their column, they likely 
expect the median to stay in Decimal as well, since Decimal preserves exact 
precision whereas Float64 is an approximation. 
   
   Under that assumption, I'd lean toward keeping the current behavior in this 
PR. 
   
   That said, I'm not fully sure this assumption holds for every use case — 
some users may prefer uniform Float64 output, which is the `percentile_cont` 
direction. It's a genuine design question, and I'm happy to follow whichever 
direction the community prefers. 
   
   Curious to hear your and others' thoughts.


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