Github user kiszk commented on the issue:

    https://github.com/apache/spark/pull/19222
  
    @rxin While I did not perf microbench for megamorphic (up to 3 
`ByteArrayMemoryBlock`, `OnHeapMemoryBlock`, and `OffHeapMemoryBlock`) 
callsites, we confirmed that there is no performance regression in TPC-DS. It 
seem to be representative regarding real workloads.
    
    I will create and perf microbench for megamorphic (up to 3 
`ByteArrayMemoryBlock`, `OnHeapMemoryBlock`, and `OffHeapMemoryBlock`) 
callsites.


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