SEZ9 commented on issue #12058:
URL: https://github.com/apache/seatunnel/issues/12058#issuecomment-5578076002

   @Rangsh Thanks for the clarification and the correction — that summary 
matches my understanding of this issue.
   
   To confirm the two points you raised:
   
   1. Yes, this issue is an investigation task first. The goal is to explain 
the within-run variance on `checkpointIdAtomicIncrement` / 
`checkpointOverviewIncrementalUpdate` with reproducible evidence, and a PR is 
not a prerequisite for making progress here.
   2. Yes, #12081 should be framed as **Related to #12058** rather than 
`Fixes`, and merging it should not close this issue. Treating the sync-collapse 
as a working hypothesis (not a confirmed root cause) and the call-count tests 
as method-call-count parity only is the right framing. I'll keep #12058 open 
regardless of what happens with #12081.
   
   Your proposed next step is exactly what I was hoping for: one method 
(`checkpointOverviewIncrementalUpdate`), existing measurement settings 
retained, on a consistent local machine. When you post, the following would be 
most useful:
   
   - Score / Error / CV for the reproduction, plus the JDK, machine, JMH 
settings, and state-store config used so others can reproduce.
   - Per-iteration observations that distinguish the normal iterations from the 
slower ones, and what runtime behavior they line up with.
   - Hypotheses you have ruled in or out, including the `file:///` 
LocalFileSystem `hsync`/`hflush` semantics vs real HDFS comparison you 
mentioned.
   - Any open questions where you are blocked or unsure how to isolate a factor.
   
   The existing fork-Actions evidence from #12081 is welcome as input; just 
flag it as such rather than as closing evidence, as you already suggested. Once 
we have the local reproduction and the initial observations here, we can decide 
together whether a benchmark correction, a production change, or additional 
diagnostics is the right next move.
   
   <!-- streview-comment:878 -->


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