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

    https://github.com/apache/spark/pull/16319#discussion_r92915632
  
    --- Diff: 
sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/csv/CSVInferSchema.scala
 ---
    @@ -246,9 +246,9 @@ private[csv] object CSVTypeCast {
         } else {
           castType match {
             case _: ByteType => datum.toByte
    -        case _: ShortType => datum.toShort
    -        case _: IntegerType => datum.toInt
    -        case _: LongType => datum.toLong
    +        case _: ShortType => Try(datum.toShort).getOrElse(null)
    +        case _: IntegerType => Try(datum.toInt).getOrElse(null)
    +        case _: LongType => Try(datum.toLong).getOrElse(null)
    --- End diff --
    
    Why do you use `Try` for each type here? In the JIRA, I proposed another 
approach (https://github.com/apache/spark/compare/master...maropu:SPARK-18699), 
and I think the fix is more natural. Anyway, ISTM we do not decide yet it is 
worth fixing this issue...


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