Yicong-Huang commented on PR #55552:
URL: https://github.com/apache/spark/pull/55552#issuecomment-4348730331

   > However, the current ASV benchmarks in python/benchmarks/ (e.g., 
bench_eval_type.py) work by directly calling worker_main(infile, outfile) with 
a mock protocol — they bypass the JVM and socket communication entirely. This 
means they can only measure the Python worker's internal processing time.
   
   Those benchmark are designed to be micro benchmark without JVM: so there is 
no plan to extend it. But I think we definitely can use ASV to measure PySpark 
performance directly, end to end. We just need to create one bench file. 


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