Github user mridulm commented on a diff in the pull request: https://github.com/apache/incubator-spark/pull/180#discussion_r10022161 --- Diff: core/src/main/scala/org/apache/spark/serializer/JavaSerializer.scala --- @@ -25,7 +25,22 @@ import org.apache.spark.SparkConf private[spark] class JavaSerializationStream(out: OutputStream) extends SerializationStream { val objOut = new ObjectOutputStream(out) - def writeObject[T](t: T): SerializationStream = { objOut.writeObject(t); this } + var counter = 0 + /* Calling reset to avoid memory leak: + * http://stackoverflow.com/questions/1281549/memory-leak-traps-in-the-java-standard-api + * But only call it every 1000th time to avoid bloated serialization streams (when + * the stream 'resets' object class descriptions have to be re-written) + */ + def writeObject[T](t: T): SerializationStream = { + objOut.writeObject(t) + if (counter >= 1000) { + objOut.reset() + counter = 0 + } else { --- End diff -- This (1000) should be configurable - really helps when using flatMap (in particular) to not create multiple instances of same object during ser-deser time. But otherwise, very good idea !
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