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_r281322107
 
 

 ##########
 File path: 
mllib/src/main/scala/org/apache/spark/mllib/clustering/PowerIterationClustering.scala
 ##########
 @@ -397,10 +406,15 @@ object PowerIterationClustering extends Logging {
             s" difference delta = ${diffDelta} and norm = ${norm}")
         }
       }
+      curG.vertices.unpersist()
+      curG.edges.unpersist()
 
 Review comment:
   Actually `curG.unpersist` doesn't seem unpersist the edges rdd. One 
`EdgeRDD` block is getting cached in every iteration. That is why I have 
explicitely uncached into both edges and vertices

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