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[FEA] revisit on partitioning of BuildSidePartitioner #12387

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@binmahone

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@binmahone

Is your feature request related to a problem? Please describe.

After #12354, the performance of BuildSidePartitioner might have significantly changed. Per requested by @revans2 (#12354 (review) ) we need to:

  1. perform a benchmark to figure out the real performance numbers
  2. see if we can use some dynamic heuristics to avoid more configs like Allow BigSizedJoinIterator#buildPartitioner to produce more subparittions #12372

This needs to be done in 24.06

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