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

    https://github.com/apache/spark/pull/4899#discussion_r25859286
  
    --- Diff: 
examples/src/main/scala/org/apache/spark/examples/mllib/LDAExample.scala ---
    @@ -174,7 +174,7 @@ object LDAExample {
     
         // Get dataset of document texts
         // One document per line in each text file.
    -    val textRDD: RDD[String] = sc.textFile(paths.mkString(","))
    +    val textRDD: RDD[String] = 
sc.textFile(paths.mkString(",")).coalesce(sc.defaultParallelism)
    --- End diff --
    
    That seems reasonable, but as this is a basic example, is it necessary or 
desirable to always introduce a shuffle here? what if the files aren't 
numerous, or are large?


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