Github user srowen commented on a diff in the pull request:

    https://github.com/apache/spark/pull/22731#discussion_r225325506
  
    --- Diff: 
sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/FileScanRDD.scala
 ---
    @@ -106,15 +106,16 @@ class FileScanRDD(
             // don't need to run this `if` for every record.
             val preNumRecordsRead = inputMetrics.recordsRead
             if (nextElement.isInstanceOf[ColumnarBatch]) {
    +          incTaskInputMetricsBytesRead()
    --- End diff --
    
    ... I guess the only possible drawback is that if the number of records in 
a ColumnarBatch is pretty small, then this could cause it to update bytes read 
a lot more frequently than before. Bu if the number of records is large (>100) 
then this won't matter.


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