adriangb commented on code in PR #21182:
URL: https://github.com/apache/datafusion/pull/21182#discussion_r3035137888


##########
datafusion/physical-plan/src/sorts/sort_preserving_merge.rs:
##########
@@ -366,7 +366,7 @@ impl ExecutionPlan for SortPreservingMergeExec {
                     .map(|partition| {
                         let stream =
                             self.input.execute(partition, 
Arc::clone(&context))?;
-                        Ok(spawn_buffered(stream, 1))
+                        Ok(spawn_buffered(stream, 16))

Review Comment:
   I feel like bumping up the parallelism is not something we can just do 
without careful consideration.
   
   @zhuqi-lucas, would it be possible to split this PR up into just the Inexact 
cases (which are the big wins anyway) and deal with the more difficult Exact 
cases later? I think the APIs, etc all look good too so we can even ship a bit 
of scaffolding.



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