dengziming opened a new pull request, #43362:
URL: https://github.com/apache/spark/pull/43362

   ### What changes were proposed in this pull request?
   There are more than one reason for this problem, the most frequently failure 
path is: [Add partition, CheckAnswer], I guess we are not granted to get 
offsets from empty partitions when fetching data in `MicroBatchExecution`.
   
    I run the test locally  more than 10 times and they are all successful 
after made this change, I even increased iterations from 50 to 100 and it only 
failed once in more than 10 times.
   
   ### Why are the changes needed?
   To make test less flaky, at least 90% more reliable the before. however, 
it's still possible to fail since I find some other reason
   
   
   ### Does this PR introduce _any_ user-facing change?
   No
   
   ### How was this patch tested?
   Github CI
   
   
   ### Was this patch authored or co-authored using generative AI tooling?
   No
   


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