wbo4958 opened a new pull request, #43323:
URL: https://github.com/apache/spark/pull/43323

   ### What changes were proposed in this pull request?
   This PR is a follow-up of https://github.com/apache/spark/pull/37268 which 
supports stage-level task resource profile for standalone cluster when dynamic 
allocation is disabled. This PR enables stage-level task resource profile for 
the Kubernetes cluster.
   
   
   ### Why are the changes needed?
   
   Users who work on spark ML/DL cases running on Kubernetes would expect 
stage-level task resource profile feature.
   
   
   ### Does this PR introduce _any_ user-facing change?
   No
   
   
   ### How was this patch tested?
   
   The current tests of https://github.com/apache/spark/pull/37268 can also 
cover this PR since both Kubernetes and standalone cluster share the same 
TaskSchedulerImpl class which implements this feature. Apart from that, 
modifying the existing test to cover the Kubernetes cluster. Apart from that, I 
also performed some manual tests which have been updated in the comments.
   
   
   ### Was this patch authored or co-authored using generative AI tooling?
   No
   


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