Github user imatiach-msft commented on the issue:

    https://github.com/apache/spark/pull/16355
  
    I've updated with a new commit.  I was able to reproduce the issue by 
generating a synthetic sparse dataset similar to the one Alok sent me, in 
accordance with the test-style of spark test methods.  Hence, I was able to 
verify the fix.  Please review the new code changes and let me know who else 
needs to review in order for the changes to be committed.


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