shahidki31 commented on a change in pull request #24531: 
[SPARK-27636][MLLIB]Remove cached RDD blocks after PIC execution
URL: https://github.com/apache/spark/pull/24531#discussion_r281043577
 
 

 ##########
 File path: 
mllib/src/main/scala/org/apache/spark/mllib/clustering/PowerIterationClustering.scala
 ##########
 @@ -417,6 +435,17 @@ object PowerIterationClustering extends Logging {
       .setK(k)
       .setSeed(0L)
       .run(points.values)
-    points.mapValues(p => model.predict(p)).cache()
+
+    val predict = points.mapValues(p => model.predict(p)).cache()
 
 Review comment:
   modified to `.mapValues(model.predict(_))` also for Vectors.dense

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