y-wei opened a new pull request, #45266:
URL: https://github.com/apache/spark/pull/45266

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   ### What changes were proposed in this pull request?
   Add a warning msg in `Dependency` when a large number of shuffle blocks is 
to be created which may crash the driver with OOM.
   
   ### Why are the changes needed?
   Warn user ahead of a potential failure, and hint a possible solution.
   
   
   ### Does this PR introduce _any_ user-facing change?
   
   User may see a warning message as above when the number of shuffle blocks 
exceeds our threshold. There is no change to the execution outcome.
   
   
   ### How was this patch tested?
   
   I added an unit test to ensure the warning message will be logged.
   
   
   ### Was this patch authored or co-authored using generative AI tooling?
   No


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