gaogaotiantian commented on PR #55552:
URL: https://github.com/apache/spark/pull/55552#issuecomment-4348066509

   Before a more detailed review of the code itself - we do have a more 
dedicated benchmark framework based on `asv` now. The code lives in 
`python/benchmarks` and is mostly done by @Yicong-Huang . Can we use that 
framework for this and maybe get some more trustworthy data?
   
   The current benchmark is meaningful of course, but there could be some 
factors that impact the result, like garbage collection. Also `asv` provides 
memory consumption metrics too. It would be nice to write all of our benchmarks 
with the same framework.


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