DanielLeens commented on issue #12063:
URL: https://github.com/apache/seatunnel/issues/12063#issuecomment-5584885215

   Thanks for supplying the controlled local comparison. It is useful interim 
evidence that the fixture can affect the measured path, but it is not a 
production-speedup result and it does not yet substitute for a same-runner 
baseline/head comparison with attached raw JMH/GC data.
   
   I also checked the current #12173 diff. It combines benchmark-fixture 
changes with a production `JobHistoryService.storeFinishedPipelineMetrics` 
read/merge/put rewrite. Those are different responsibilities and cannot be 
accepted as one benchmark-calibration PR: the production rewrite needs its own 
concurrency, durability, and caller-contract evidence, while the fixture 
correction must stand on its own. Please split the fixture-only change from the 
production behavior change, attach the before/after raw JMH JSON and per-fork 
GC or wall-clock data, and avoid claiming that the remaining variance is 
resolved. The linked PR is still blocked with a failed Build, so no 
implementation conclusion can be made yet.
   


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