andygrove opened a new pull request #29134:
URL: https://github.com/apache/spark/pull/29134


   ### What changes were proposed in this pull request?
   
   This PR adds support for plugins to be able to provide columnar exchanges 
when AQE is enabled.
   
   The main changes are:
   
   - In AdaptiveSparkPlanExec, the newQueryStage method now optimizes the 
Exchange node rather than just optimizing its children. This allows plugins to 
participate in optimizing and replacing the Exchange node itself.
   - New abstract base classes have been introduced for ShuffleExchange and 
BroadcastExchange so that Spark can work with replaced versions of these 
operators.
   
   ### Why are the changes needed?
   
   The changes are needed so that plugins can provide columnar exchage 
operators when AQE is enabled.
   
   ### Does this PR introduce _any_ user-facing change?
   
   No.
   
   ### How was this patch tested?
   
   Existing unit tests have been updated as part of this PR to test replacing 
broadcast and shuffle exchanges when AQE is enabled.
   


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