I register my class with Kyro in spark-defaults.conf as follow spark.serializer org.apache.spark.serializer.KryoSerializer spark.kryo.registrationRequired true spark.kryo.classesToRegister ltn.analytics.es.EsDoc
But I got the following exception java.lang.IllegalArgumentException: Class is not registered: ltn.analytics.es.EsDoc[] Note: To register this class use: kryo.register(ltn.analytics.es.EsDoc[].class); at com.esotericsoftware.kryo.Kryo.getRegistration(Kryo.java:442) at com.esotericsoftware.kryo.util.DefaultClassResolver.writeClass(DefaultClassResolver.java:79) at com.esotericsoftware.kryo.Kryo.writeClass(Kryo.java:472) at com.esotericsoftware.kryo.Kryo.writeClassAndObject(Kryo.java:565) at org.apache.spark.serializer.KryoSerializerInstance.serialize(KryoSerializer.scala:162) at org.apache.spark.executor.Executor$TaskRunner.run(Executor.scala:213) at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1145) at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:615) at java.lang.Thread.run(Thread.java:745) The error message seems to suggest that I should also register the array class EsDoc[]. So I add it to spark-defaults.conf as follow spark.kryo.classesToRegister ltn.analytics.es.EsDoc,ltn.analytics.es.EsDoc[] Then I got the following error org.apache.spark.SparkException: Failed to register classes with Kryo at org.apache.spark.serializer.KryoSerializer.newKryo(KryoSerializer.scala:101) at org.apache.spark.serializer.KryoSerializerInstance.<init>(KryoSerializer.scala:153) at org.apache.spark.serializer.KryoSerializer.newInstance(KryoSerializer.scala:115) at org.apache.spark.broadcast.TorrentBroadcast$.blockifyObject(TorrentBroadcast.scala:200) at org.apache.spark.broadcast.TorrentBroadcast.writeBlocks(TorrentBroadcast.scala:101) at org.apache.spark.broadcast.TorrentBroadcast.<init>(TorrentBroadcast.scala:84) at org.apache.spark.broadcast.TorrentBroadcastFactory.newBroadcast(TorrentBroadcastFactory.scala:34) at org.apache.spark.broadcast.TorrentBroadcastFactory.newBroadcast(TorrentBroadcastFactory.scala:29) at org.apache.spark.broadcast.BroadcastManager.newBroadcast(BroadcastManager.scala:62) at org.apache.spark.SparkContext.broadcast(SparkContext.scala:1051) at ltn.analytics.index.Index.addDocuments(Index.scala:82) Please advise. Thanks. Ningjun