Dandandan commented on pull request #9042:
URL: https://github.com/apache/arrow/pull/9042#issuecomment-752418069


   @jorgecarleitao Yes, small things can have a big effect...
   
   The difference is a bit "magnified" though because of the `n*n` behavior in 
the join.
   If you have ideas of how to solve this issue, please share.
   
   What looks like is the problem here:
   
   * for the left side of the join we  `.iter()` on the left side batches 
iteration (a couple of times, in the join implementation itself and in 
`MutableDataArray`) when we process a probe-side batch.
   * if we halve the batch size, the number of items in the build-side array 
grows by two, but also the number of probe-side batches we process in the join, 
thus the `n*n` slowdown.
   
   
   


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