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Commit efa80a53 authored by Josh Rosen's avatar Josh Rosen
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[SPARK-4882] Register PythonBroadcast with Kryo so that PySpark works with KryoSerializer

This PR fixes an issue where PySpark broadcast variables caused NullPointerExceptions if KryoSerializer was used.  The fix is to register PythonBroadcast with Kryo so that it's deserialized with a KryoJavaSerializer.

Author: Josh Rosen <joshrosen@databricks.com>

Closes #3831 from JoshRosen/SPARK-4882 and squashes the following commits:

0466c7a [Josh Rosen] Register PythonBroadcast with Kryo.
d5b409f [Josh Rosen] Enable registrationRequired, which would have caught this bug.
069d8a7 [Josh Rosen] Add failing test for SPARK-4882
parent 9077e721
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......@@ -26,6 +26,7 @@ import com.esotericsoftware.kryo.serializers.{JavaSerializer => KryoJavaSerializ
import com.twitter.chill.{AllScalaRegistrar, EmptyScalaKryoInstantiator}
import org.apache.spark._
import org.apache.spark.api.python.PythonBroadcast
import org.apache.spark.broadcast.HttpBroadcast
import org.apache.spark.network.nio.{PutBlock, GotBlock, GetBlock}
import org.apache.spark.scheduler.MapStatus
......@@ -90,6 +91,7 @@ class KryoSerializer(conf: SparkConf)
// Allow sending SerializableWritable
kryo.register(classOf[SerializableWritable[_]], new KryoJavaSerializer())
kryo.register(classOf[HttpBroadcast[_]], new KryoJavaSerializer())
kryo.register(classOf[PythonBroadcast], new KryoJavaSerializer())
try {
// Use the default classloader when calling the user registrator.
......
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package org.apache.spark.api.python
import scala.io.Source
import java.io.{PrintWriter, File}
import org.scalatest.{Matchers, FunSuite}
import org.apache.spark.{SharedSparkContext, SparkConf}
import org.apache.spark.serializer.KryoSerializer
import org.apache.spark.util.Utils
// This test suite uses SharedSparkContext because we need a SparkEnv in order to deserialize
// a PythonBroadcast:
class PythonBroadcastSuite extends FunSuite with Matchers with SharedSparkContext {
test("PythonBroadcast can be serialized with Kryo (SPARK-4882)") {
val tempDir = Utils.createTempDir()
val broadcastedString = "Hello, world!"
def assertBroadcastIsValid(broadcast: PythonBroadcast): Unit = {
val source = Source.fromFile(broadcast.path)
val contents = source.mkString
source.close()
contents should be (broadcastedString)
}
try {
val broadcastDataFile: File = {
val file = new File(tempDir, "broadcastData")
val printWriter = new PrintWriter(file)
printWriter.write(broadcastedString)
printWriter.close()
file
}
val broadcast = new PythonBroadcast(broadcastDataFile.getAbsolutePath)
assertBroadcastIsValid(broadcast)
val conf = new SparkConf().set("spark.kryo.registrationRequired", "true")
val deserializedBroadcast =
Utils.clone[PythonBroadcast](broadcast, new KryoSerializer(conf).newInstance())
assertBroadcastIsValid(deserializedBroadcast)
} finally {
Utils.deleteRecursively(tempDir)
}
}
}
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