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

    https://github.com/apache/spark/pull/17956#discussion_r116177634
  
    --- Diff: 
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/json/JacksonParser.scala
 ---
    @@ -126,16 +125,13 @@ class JacksonParser(
     
             case VALUE_STRING =>
               // Special case handling for NaN and Infinity.
    -          val value = parser.getText
    -          val lowerCaseValue = value.toLowerCase(Locale.ROOT)
    -          if (lowerCaseValue.equals("nan") ||
    -            lowerCaseValue.equals("infinity") ||
    -            lowerCaseValue.equals("-infinity") ||
    -            lowerCaseValue.equals("inf") ||
    -            lowerCaseValue.equals("-inf")) {
    -            value.toFloat
    -          } else {
    -            throw new RuntimeException(s"Cannot parse $value as 
FloatType.")
    +          parser.getText match {
    --- End diff --
    
    It seems to me that we don't really support case insensitive before. 
Although we check the lower case of input string, but we actually call 
`toFloat` on the original string. And `"nan".toFloat` will get 
`java.lang.NumberFormatException: For input string: "nan"`.



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