Github user maropu commented on the pull request:

    https://github.com/apache/spark/pull/13372#issuecomment-222316908
  
    This is the meaningful suggestion. I think all the option validation should 
be done in a single place and, if there is an invalidate option, spark should 
throw clear messages for making users easily understood.
    As for `samplingRatio`, should we check the validation not in 
`inferSchema`, but `JSONOptions? This is because, for example, the validation 
of `parseMode` is done there. I think we'd be better of finishing these 
validation in `JSONOptions` and CSVOptions`.
    
    Anyway, I'm not sure these fixes should be included in this pr and 
follow-up prs seems to be okay to me.


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