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

    https://github.com/apache/spark/pull/11919#discussion_r61316331
  
    --- Diff: mllib/src/main/scala/org/apache/spark/ml/recommendation/ALS.scala 
---
    @@ -1306,4 +1310,30 @@ object ALS extends DefaultParamsReadable[ALS] with 
Logging {
        * satisfies this requirement, we simply use a type alias here.
        */
       private[recommendation] type ALSPartitioner = 
org.apache.spark.HashPartitioner
    +
    +  /**
    +   * Private function to clean up all of the shuffles files from the 
dependencies and their parents.
    +   */
    +  private[spark] def cleanShuffleDependencies[T](sc: SparkContext, deps: 
Seq[Dependency[_]],
    +      blocking: Boolean = false): Unit = {
    +    // If there is no reference tracking we skip clean up.
    +    if (sc.cleaner.isEmpty) {
    +      return
    +    }
    +    val cleaner = sc.cleaner.get
    +    /**
    +     * Clean the shuffles & all of its parents.
    +     */
    +    def cleanEagerly(dep: Dependency[_]): Unit = {
    --- End diff --
    
    Does this need to be an internal def as opposed to just a closure? could 
also be more straightforward to read


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