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

    https://github.com/apache/spark/pull/11919#discussion_r60968178
  
    --- Diff: mllib/src/main/scala/org/apache/spark/ml/recommendation/ALS.scala 
---
    @@ -656,13 +656,15 @@ object ALS extends DefaultParamsReadable[ALS] with 
Logging {
             previousItemFactors.unpersist()
             
itemFactors.setName(s"itemFactors-$iter").persist(intermediateRDDStorageLevel)
             // TODO: Generalize PeriodicGraphCheckpointer and use it here.
    +        val deps = itemFactors.dependencies
    --- End diff --
    
    So it needs to be outside of the conditional because if I put it inside of 
the conditional it won't be in scope. I could make it an Option and capture the 
deps there but I think that would be a little convoluted.


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