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

    https://github.com/apache/spark/pull/8126#discussion_r36847382
  
    --- Diff: 
mllib/src/main/scala/org/apache/spark/mllib/clustering/LDAModel.scala ---
    @@ -341,8 +352,14 @@ class LocalLDAModel private[clustering] (
         }
       }
     
    -}
    +  /** Java-friendly version of [[topicDistributions]] */
    +  def topicDistributions(
    +      documents: JavaRDD[(java.lang.Long, Vector)]): 
JavaRDD[(java.lang.Long, Vector)] = {
    +    val distributions = 
topicDistributions(documents.rdd.asInstanceOf[RDD[(Long, Vector)]])
    +    distributions.asInstanceOf[JavaRDD[(java.lang.Long, Vector)]]
    --- End diff --
    
    Is this type of class casting safe to do in general? I saw it being used in 
other places so I just copied it.


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