Github user HyukjinKwon commented on the issue:

    https://github.com/apache/spark/pull/17956
  
    @gatorsmail, I added some more cases I could identify based on 
http://docs.oracle.com/javase/7/docs/api/java/lang/Double.html#valueOf(java.lang.String)
 (this looks calling `java.lang.Double.parseDouble` which `toDouble` calls).
    
    And also, for sure, I made this falls back to `toDouble` or `toFloat` and 
throw the same exceptions.


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