sryza commented on PR #50963:
URL: https://github.com/apache/spark/pull/50963#issuecomment-2898138585

   @zhengruifeng this initial implementation is just for Connect. Connect is 
more straightforward to support, because Connect DataFrames are lazier than 
classic DataFrames. This means we can evaluate the user's decorated query 
function immediately rather than call back after all upstream datasets have 
been resolved.
   
   However, it's designed in a way that can support classic in the future – by 
implementing a `GraphElementRegistry` that registers graph elements over Py4J 
instead of Connect.


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