nzw921rx commented on PR #12081:
URL: https://github.com/apache/seatunnel/pull/12081#issuecomment-5535668827

   First of all, thank you for picking up this task so quickly and submitting 
the PR.
   
   I have a couple of suggestions:
   
   1. I think we should first build a complete evidence chain locally and 
include it in the PR description. This could include before/after flame graphs 
for Wall, CPU, and Lock profiling. If GC is involved, the relevant GC profiling 
results should also be included. The goal is to establish a clear and complete 
causal chain from the observed performance issue, through profiling and 
root-cause analysis, to the optimization itself.
   
   2. Please also include a comparison of the local results before and after 
the optimization. This is not limited to GC or CPU metrics; it could also 
include improvements in throughput, error margin, CV, allocation rate, or any 
other metrics relevant to this particular issue.
   
   Having this evidence documented clearly in the PR will make it much easier 
for us to understand and evaluate the optimization. It will also help us 
reproduce the same experiment locally and independently verify the results.
   


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