Github user dongjoon-hyun commented on the issue:

    https://github.com/apache/spark/pull/14044
  
    Hi, @cloud-fan , @hvanhovell , @liancheng .
    
    According to @cloud-fan 's advice, after changing the following, it turns 
out that the difference is not noticeable.
    ```
    -    new Dataset[Row](sparkSession, qe, RowEncoder(qe.analyzed.schema), 
skipAnalysis = true)
    +    new Dataset[Row](sparkSession, qe, RowEncoder(qe.analyzed.schema))
    ```
    
    Exactly as you guys told, the second call of `qe.assertAnalyzed()` is not 
the root cause. The only difference resides on 
`sparkSession.sessionState.executePlan(logicalPlan)`.
    
    I'll update the PR.


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