Github user shahidki31 commented on a diff in the pull request:

    https://github.com/apache/spark/pull/23016#discussion_r234396276
  
    --- Diff: mllib/src/main/scala/org/apache/spark/mllib/fpm/PrefixSpan.scala 
---
    @@ -174,6 +174,10 @@ class PrefixSpan private (
         val freqSequences = results.map { case (seq: Array[Int], count: Long) 
=>
           new FreqSequence(toPublicRepr(seq), count)
         }
    +    // Cache the final RDD to the same storage level as input
    +    freqSequences.persist(data.getStorageLevel)
    --- End diff --
    
    @srowen  Yes. That is the correct approach. I updated the code. Thanks


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