alamb commented on issue #23174:
URL: https://github.com/apache/datafusion/issues/23174#issuecomment-4817077004

   > My concern is that, for distributed use cases, shared-state parallelism 
usually isn't easily applicable,
   
   This is an excellent point -- if we want to use the same paralleization 
model for both local (cross core) and distributed (cross node) it would be much 
harder (e.g. internally the ExecutionPlan nodes would have to communicate acros 
nodes somehow or something) which sounds pretty complicated.
   
   On the other hand, maybe it is ok if we had two different  approaches for 
cross core parallelism and cross node parallelism  as the constraints are 
somewhat different
   
   


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