sunchao commented on PR #7258:
URL: 
https://github.com/apache/datafusion-comet/pull/7258#issuecomment-6481892539

   @viirya, split the shared serializer work into #7310 (`2660acf816`) and 
removed `Utils.scala`/`UtilsSuite.scala` from this PR's diff. It includes the 
lazy per-iterator codec reuse and a regression that actually exercises 
underestimated small chunks. #7310 can land first, independently of the opt-in 
batching change.
   
   I refreshed both serializer baselines and both batching orders using the 
same Java/native artifacts apart from the `Utils` override. With #7310 applied, 
the one-row producer case measures 164.3–187.1 ms OFF versus 15.83–17.17 ms ON, 
with 8,192 → 8 streams. The complete-query means are OFF/ON/OFF = 
856.4/630.4/694.4 ms and ON/OFF/ON = 769.6/764.2/535.4 ms. The initial 
reverse-order ON arm is effectively neutral; I removed the earlier blanket 
query-speedup characterization. The wide-string control also regresses, so 
there is no general or wide-row speedup claim.
   
   All eight fresh JVM runs returned the expected values/counts, with unchanged 
source and artifact hashes. Full methodology, controls and local alternate-lock 
limitation are in the descriptions. #7310 separately reports the shared 
serializer improvement with batching OFF in both arms. The cleanup from 
@comphead's pass is pushed in `48e1024bfc`, with the bitmap-padding rationale 
left for discussion.
   


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