Github user wzhfy commented on the issue:

    https://github.com/apache/spark/pull/15090
  
    Yes we can keep stats of other columns, but we can't be sure if they are 
still correct between two analyze column commands, unless we recollect them. 
It's again the consistency issue, like between analyze table and analyze column.


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