Github user cloud-fan commented on the issue:

    https://github.com/apache/spark/pull/21952
  
    This is serious and we should fix it before Spark 2.4.
    
    For the benchmark, I have 2 questions:
    1. will the regression caused by the df cache? we can run 
`df.queryExecution.toRdd.foreach(_ => ())` to verify the cache reading 
performance.
    2. is this related to array type only? if we remove the array column, does 
the regression disappear?


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