nzw921rx commented on issue #11580:
URL: https://github.com/apache/seatunnel/issues/11580#issuecomment-5114232596

   1. I have always been particularly interested in establishing a consistent 
evaluation framework for engine changes, both during ongoing development and 
for individual pull requests. This framework would provide reliable and 
comparable results on performance improvements or regressions, including 
end-to-end pipeline throughput and other key engine metrics. I plan to drive 
this work forward🚀
   
   2. I see this as a long-term effort, and I am committed to continuously 
improving it and helping it mature over time. The long-term goal is to turn it 
into a reliable performance regression gate for pull requests🎆
   
   3. I believe this should be proposed as a STIP and treated as a long-term, 
multi-phase initiative to establish and continuously evolve a standardized 
benchmarking framework for the engine. The framework would help diagnose 
performance bottlenecks, identify targeted optimization opportunities, and 
provide consistent before-and-after metric comparisons to validate performance 
improvements over time🔥
   
   Based on the above three objectives, I will create an umbrella task and 
include this ISSUE in the first stage task.
   
   @davidzollo I need you to help me confirm, This will help me to proceed well 
to the next step, thank you very much😄
   
   
   


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