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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 <[email protected]> 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 (cherry picked from commit efa80a5) Signed-off-by: Josh Rosen <[email protected]>
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core/src/test/scala/org/apache/spark/api/python/PythonBroadcastSuite.scala
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/* | ||
* Licensed to the Apache Software Foundation (ASF) under one or more | ||
* contributor license agreements. See the NOTICE file distributed with | ||
* this work for additional information regarding copyright ownership. | ||
* The ASF licenses this file to You under the Apache License, Version 2.0 | ||
* (the "License"); you may not use this file except in compliance with | ||
* the License. You may obtain a copy of the License at | ||
* | ||
* http://www.apache.org/licenses/LICENSE-2.0 | ||
* | ||
* Unless required by applicable law or agreed to in writing, software | ||
* distributed under the License is distributed on an "AS IS" BASIS, | ||
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
* See the License for the specific language governing permissions and | ||
* limitations under the License. | ||
*/ | ||
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package org.apache.spark.api.python | ||
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import scala.io.Source | ||
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import java.io.{PrintWriter, File} | ||
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import org.scalatest.{Matchers, FunSuite} | ||
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import org.apache.spark.{SharedSparkContext, SparkConf} | ||
import org.apache.spark.serializer.KryoSerializer | ||
import org.apache.spark.util.Utils | ||
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// 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) | ||
} | ||
} | ||
} |