gabotechs commented on PR #19761:
URL: https://github.com/apache/datafusion/pull/19761#issuecomment-3744418572

   > When this is implemented, we might want to look at 
hash_join_single_partition_threshold and 
hash_join_single_partition_threshold_rows again which could be reduced to make 
most joins run fully in parallel.
   
   I do expect buffering to have a positive impact even if all optimizations 
you mentioned are shipped. Buffering has a much greater impact in real 
scenarios, where the IO component is way heavier as data might be stored in a 
bucket or in a remote resource like an API, I was actually surprised to see 
that there's a non negligible impact if running benchmarks against local files.
   
   Regardless of the order of events, this PR still needs work, it should not 
imply slowdowns in any of the current benchmarks.


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