Github user AiHe commented on a diff in the pull request: https://github.com/apache/spark/pull/5810#discussion_r29630338 --- Diff: mllib/src/main/scala/org/apache/spark/mllib/tree/impl/DecisionTreeMetadata.scala --- @@ -107,8 +107,11 @@ private[tree] object DecisionTreeMetadata extends Logging { numTrees: Int, featureSubsetStrategy: String): DecisionTreeMetadata = { - val numFeatures = input.take(1)(0).features.size + require(!input.isEmpty, s"DecisionTree requires size of input RDD > 0, " + --- End diff -- Good point. I also think this line should be placed before "val numExamples = input.count()" thus there will be a fast fail.
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