[jira] [Created] (SPARK-37025) Upgrade RoaringBitmap to 0.9.22

["Igor Dvorzhak (Jira)" <ji...@apache.org>]

Igor Dvorzhak created SPARK-37025:
-------------------------------------

             Summary: Upgrade RoaringBitmap to 0.9.22
                 Key: SPARK-37025
                 URL: https://issues.apache.org/jira/browse/SPARK-37025
             Project: Spark
          Issue Type: Bug
          Components: Spark Core
    Affects Versions: 2.0.0, 2.1.0, 2.2.0, 2.3.3, 2.4.0, 3.0.0
            Reporter: Igor Dvorzhak
            Assignee: Lantao Jin
             Fix For: 2.3.4, 2.4.2, 3.0.0


HighlyCompressedMapStatus uses RoaringBitmap to record the empty blocks. But RoaringBitmap-0.5.11 couldn't be ser/deser with unsafe KryoSerializer.

We can use below UT to reproduce:
{code}
  test("kryo serialization with RoaringBitmap") {
    val bitmap = new RoaringBitmap
    bitmap.add(1787)

    val safeSer = new KryoSerializer(conf).newInstance()
    val bitmap2 : RoaringBitmap = safeSer.deserialize(safeSer.serialize(bitmap))
    assert(bitmap2.equals(bitmap))

    conf.set("spark.kryo.unsafe", "true")
    val unsafeSer = new KryoSerializer(conf).newInstance()
    val bitmap3 : RoaringBitmap = unsafeSer.deserialize(unsafeSer.serialize(bitmap))
    assert(bitmap3.equals(bitmap)) // this will fail
  }
{code}
Upgrade to latest version 0.7.45 to fix it



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