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

    https://github.com/apache/spark/pull/17255#discussion_r105942833
  
    --- Diff: 
sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/json/JsonInferSchema.scala
 ---
    @@ -40,18 +40,11 @@ private[sql] object JsonInferSchema {
           json: RDD[T],
           configOptions: JSONOptions,
           createParser: (JsonFactory, T) => JsonParser): StructType = {
    -    require(configOptions.samplingRatio > 0,
    -      s"samplingRatio (${configOptions.samplingRatio}) should be greater 
than 0")
         val shouldHandleCorruptRecord = configOptions.permissive
         val columnNameOfCorruptRecord = configOptions.columnNameOfCorruptRecord
    -    val schemaData = if (configOptions.samplingRatio > 0.99) {
    -      json
    -    } else {
    -      json.sample(withReplacement = false, configOptions.samplingRatio, 1)
    -    }
    --- End diff --
    
    Yah, perhaps the RDD->Dataset changes should be done under a separate 
issue. I think it can be done across the board (removing most/all RDD 
references) but I'm not sure what other implications it would have.


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