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

    https://github.com/apache/spark/pull/5748#discussion_r35392035
  
    --- Diff: 
mllib/src/main/scala/org/apache/spark/mllib/feature/Word2Vec.scala ---
    @@ -548,6 +545,24 @@ class Word2VecModel private[spark] (
     @Experimental
     object Word2VecModel extends Loader[Word2VecModel] {
     
    +  private def buildWordIndex(model: Map[String, Array[Float]]): 
Map[String, Int] = {
    +    model.keys.zipWithIndex.toMap
    +  }
    +
    +  private def buildWordVectors(model: Map[String, Array[Float]]): 
Array[Float] = {
    +    require(!model.isEmpty, "Word2VecMap should be non-empty")
    --- End diff --
    
    nit: Use ```model.nonEmpty```


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