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  1. Spark
  2. SPARK-27636

Remove cached RDD blocks after PIC execution

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Details

    • Improvement
    • Status: Resolved
    • Minor
    • Resolution: Fixed
    • 2.3.3, 2.4.2, 3.0.0
    • 3.0.0
    • MLlib
    • None

    Description

      Test steps to reproduce:
      1) bin/spark-shell
      val dataset = spark.createDataFrame(Seq(
      (0L, 1L, 1.0),
      (1L,2L,1.0),
      (3L, 4L,1.0),
      (4L,0L,0.1))).toDF("src", "dst", "weight")
      val model = new PowerIterationClustering().
      setMaxIter(10).
      setInitMode("degree").
      setWeightCol("weight")
      val prediction = model.assignClusters(dataset).select("id", "cluster")

      2) Open storage tab of the UI. we can see many RDD block cached, even after running the PIC.

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              shahid shahid
              shahid shahid
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              Dates

                Created:
                Updated:
                Resolved: