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

    https://github.com/apache/spark/pull/17090#discussion_r103538498
  
    --- Diff: mllib/src/main/scala/org/apache/spark/ml/recommendation/ALS.scala 
---
    @@ -248,18 +248,18 @@ class ALSModel private[ml] (
       @Since("1.3.0")
       def setPredictionCol(value: String): this.type = set(predictionCol, 
value)
     
    +  private val predict = udf { (userFeatures: Seq[Float], itemFeatures: 
Seq[Float]) =>
    --- End diff --
    
    They are switched in the case of `recommendForAllItems` so is that not less 
clear? 


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