anjakefala commented on issue #40301:
URL: https://github.com/apache/arrow/issues/40301#issuecomment-2071134732

   We ran benchmarks on @felipecrv and unfortunately the results weren't 
promising. With @pitrou's explanation on how to interpret the memory allocation 
results, and learning more about how the `ThreadPool` works, having a 
`ParallelFor` for one step of Arrow analysis doesn't significantly reduce 
memory usage. And the memory usage isn't as high as I was previously concerned 
it was.
   
   I'm going to go ahead and close this issue for now! Thanks everyone for 
helping me look into this. @jorisvandenbossche @felipecrv and @pitrou :heart:
   


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