viirya commented on PR #5822:
URL: 
https://github.com/apache/datafusion-comet/pull/5822#issuecomment-5611284554

   Thanks for checking this so thoroughly and testing the singleton fast path. 
I agree that the conclusion should identify that opportunity directly.
   
   Updated in `6274853a3`. I added the non-null empty-map control and re-ran 
all 41 cases. Forward normalization measured 9.8 µs for empty maps versus 
1,042.3 µs for singletons per 8,192-row batch. The conclusion now names 
skipping singleton `slice` / `sort_to_indices` calls as a concrete optimization 
target and cites your fast-path experiment separately.
   
   I also qualified the empty/singleton comparison: the gap includes different 
index and output sizes, so it is not a pure measurement of the sort call. This 
run shows some between-stage drift as well, which is now disclosed rather than 
treating H, N and C as an exact additive decomposition.
   
   All 41 smoke cases and release Clippy for both benchmark targets pass. 
Production code remains unchanged so the optimization can be evaluated 
separately.


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