itholic opened a new pull request, #50302:
URL: https://github.com/apache/spark/pull/50302

   ### What changes were proposed in this pull request?
   
   This PR proposes to update the warning and add best practice for handling 
index misalignment case with distributed-sequence when using specific 
operations.
   
   ### Why are the changes needed?
   
   To clearly document the inconsistent behavior with Pandas and let users know 
about the workarounds.
   
   ### Does this PR introduce _any_ user-facing change?
   
   User-facing documentation updated
   
   <img width="797" alt="Screenshot 2025-03-18 at 3 07 38 PM" 
src="https://github.com/user-attachments/assets/966b0449-0b96-4f59-9eb3-ede12d19bc73";
 />
   
   ### How was this patch tested?
   
   Manually tested
   
   ### Was this patch authored or co-authored using generative AI tooling?
   
   No.


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