Then let's keep finger crossed that we've found the culprit :-) On Tue, Apr 26, 2016 at 6:02 PM, Timur Fayruzov <timur.fairu...@gmail.com> wrote:
> Thank you Till. > > I will try to run with new binaries today. As I have mentioned, the error > is reproducible only on a full dataset, so coming up with sample input data > may be problematic (not to mention that the real data can't be shared). > I'll see if I can replicate it, but could take a bit longer. Thank you very > much for your effort. > > On Tue, Apr 26, 2016 at 8:46 AM, Till Rohrmann <trohrm...@apache.org> > wrote: > >> Hi Timur, >> >> I’ve got good and not so good news. Let’s start with the not so good >> news. I couldn’t reproduce your problem but the good news is that I found a >> bug in the duplication logic of the OptionSerializer. I’ve already >> committed a patch to the master to fix it. >> >> Thus, I wanted to ask you, whether you could try out the latest master >> and check whether your problem still persists. If that’s the case, could >> you send me your complete code with sample input data which reproduces your >> problem? >> >> Cheers, >> Till >> >> >> On Tue, Apr 26, 2016 at 10:55 AM, Aljoscha Krettek <aljos...@apache.org> >> wrote: >> >>> Could this be caused by the disabled reference tracking in our Kryo >>> serializer? From the stack trace it looks like its failing when trying to >>> deserialize the traits that are wrapped in Options. >>> >>> On Tue, 26 Apr 2016 at 10:09 Ufuk Celebi <u...@apache.org> wrote: >>> >>>> Hey Timur, >>>> >>>> I'm sorry about this bad experience. >>>> >>>> From what I can tell, there is nothing unusual with your code. It's >>>> probably an issue with Flink. >>>> >>>> I think we have to wait a little longer to hear what others in the >>>> community say about this. >>>> >>>> @Aljoscha, Till, Robert: any ideas what might cause this? >>>> >>>> – Ufuk >>>> >>>> >>>> On Mon, Apr 25, 2016 at 6:50 PM, Timur Fayruzov >>>> <timur.fairu...@gmail.com> wrote: >>>> > Still trying to resolve this serialization issue. I was able to hack >>>> it by >>>> > 'serializing' `Record` to String and then 'deserializing' it in >>>> coGroup, but >>>> > boy its so ugly. >>>> > >>>> > So the bug is that it can't deserialize the case class that has the >>>> > structure (slightly different and more detailed than I stated above): >>>> > ``` >>>> > case class Record(name: Name, phone: Option[Phone], address: >>>> > Option[Address]) >>>> > >>>> > case class Name(givenName: Option[String], middleName: Option[String], >>>> > familyName: Option[String], generationSuffix: Option[String] = None) >>>> > >>>> > trait Address{ >>>> > val city: String >>>> > val state: String >>>> > val country: String >>>> > val latitude: Double >>>> > val longitude: Double >>>> > val postalCode: String >>>> > val zip4: String >>>> > val digest: String >>>> > } >>>> > >>>> > >>>> > case class PoBox(city: String, >>>> > state: String, >>>> > country: String, >>>> > latitude: Double, >>>> > longitude: Double, >>>> > postalCode: String, >>>> > zip4: String, >>>> > digest: String, >>>> > poBox: String >>>> > ) extends Address >>>> > >>>> > case class PostalAddress(city: String, >>>> > state: String, >>>> > country: String, >>>> > latitude: Double, >>>> > longitude: Double, >>>> > postalCode: String, >>>> > zip4: String, >>>> > digest: String, >>>> > preDir: String, >>>> > streetName: String, >>>> > streetType: String, >>>> > postDir: String, >>>> > house: String, >>>> > aptType: String, >>>> > aptNumber: String >>>> > ) extends Address >>>> > ``` >>>> > >>>> > I would expect that serialization is one of Flink cornerstones and >>>> should be >>>> > well tested, so there is a high chance of me doing things wrongly, >>>> but I >>>> > can't really find anything unusual in my code. >>>> > >>>> > Any suggestion what to try is highly welcomed. >>>> > >>>> > Thanks, >>>> > Timur >>>> > >>>> > >>>> > On Sun, Apr 24, 2016 at 3:26 AM, Timur Fayruzov < >>>> timur.fairu...@gmail.com> >>>> > wrote: >>>> >> >>>> >> Hello Robert, >>>> >> >>>> >> I'm on 1.0.0 compiled with Scala 2.11. The second exception was an >>>> issue >>>> >> with a cluster (that I didn't dig into), when I restarted the >>>> cluster I was >>>> >> able to go past it, so now I have the following exception: >>>> >> >>>> >> java.lang.Exception: The data preparation for task 'CHAIN CoGroup >>>> (CoGroup >>>> >> at >>>> >> >>>> com.whitepages.data.flink.FaithResolution$.pipeline(FaithResolution.scala:158)) >>>> >> -> Filter (Filter at >>>> >> >>>> com.whitepages.data.flink.FaithResolution$.pipeline(FaithResolution.scala:159))' >>>> >> , caused an error: Error obtaining the sorted input: Thread >>>> 'SortMerger >>>> >> Reading Thread' terminated due to an exception: Serializer consumed >>>> more >>>> >> bytes than the record had. This indicates broken serialization. If >>>> you are >>>> >> using custom serialization types (Value or Writable), check their >>>> >> serialization methods. If you are using a Kryo-serialized type, >>>> check the >>>> >> corresponding Kryo serializer. >>>> >> at >>>> org.apache.flink.runtime.operators.BatchTask.run(BatchTask.java:455) >>>> >> at >>>> org.apache.flink.runtime.operators.BatchTask.invoke(BatchTask.java:345) >>>> >> at org.apache.flink.runtime.taskmanager.Task.run(Task.java:559) >>>> >> at java.lang.Thread.run(Thread.java:745) >>>> >> Caused by: java.lang.RuntimeException: Error obtaining the sorted >>>> input: >>>> >> Thread 'SortMerger Reading Thread' terminated due to an exception: >>>> >> Serializer consumed more bytes than the record had. This indicates >>>> broken >>>> >> serialization. If you are using custom serialization types (Value or >>>> >> Writable), check their serialization methods. If you are using a >>>> >> Kryo-serialized type, check the corresponding Kryo serializer. >>>> >> at >>>> >> >>>> org.apache.flink.runtime.operators.sort.UnilateralSortMerger.getIterator(UnilateralSortMerger.java:619) >>>> >> at >>>> >> >>>> org.apache.flink.runtime.operators.BatchTask.getInput(BatchTask.java:1079) >>>> >> at >>>> >> >>>> org.apache.flink.runtime.operators.CoGroupDriver.prepare(CoGroupDriver.java:97) >>>> >> at >>>> org.apache.flink.runtime.operators.BatchTask.run(BatchTask.java:450) >>>> >> ... 3 more >>>> >> Caused by: java.io.IOException: Thread 'SortMerger Reading Thread' >>>> >> terminated due to an exception: Serializer consumed more bytes than >>>> the >>>> >> record had. This indicates broken serialization. If you are using >>>> custom >>>> >> serialization types (Value or Writable), check their serialization >>>> methods. >>>> >> If you are using a Kryo-serialized type, check the corresponding Kryo >>>> >> serializer. >>>> >> at >>>> >> >>>> org.apache.flink.runtime.operators.sort.UnilateralSortMerger$ThreadBase.run(UnilateralSortMerger.java:799) >>>> >> Caused by: java.io.IOException: Serializer consumed more bytes than >>>> the >>>> >> record had. This indicates broken serialization. If you are using >>>> custom >>>> >> serialization types (Value or Writable), check their serialization >>>> methods. >>>> >> If you are using a Kryo-serialized type, check the corresponding Kryo >>>> >> serializer. >>>> >> at >>>> >> org.apache.flink.runtime.io >>>> .network.api.serialization.SpillingAdaptiveSpanningRecordDeserializer.getNextRecord(SpillingAdaptiveSpanningRecordDeserializer.java:142) >>>> >> at >>>> >> org.apache.flink.runtime.io >>>> .network.api.reader.AbstractRecordReader.getNextRecord(AbstractRecordReader.java:65) >>>> >> at >>>> >> org.apache.flink.runtime.io >>>> .network.api.reader.MutableRecordReader.next(MutableRecordReader.java:34) >>>> >> at >>>> >> >>>> org.apache.flink.runtime.operators.util.ReaderIterator.next(ReaderIterator.java:59) >>>> >> at >>>> >> >>>> org.apache.flink.runtime.operators.sort.UnilateralSortMerger$ReadingThread.go(UnilateralSortMerger.java:1035) >>>> >> at >>>> >> >>>> org.apache.flink.runtime.operators.sort.UnilateralSortMerger$ThreadBase.run(UnilateralSortMerger.java:796) >>>> >> Caused by: java.lang.ArrayIndexOutOfBoundsException: 32768 >>>> >> at >>>> >> >>>> org.apache.flink.core.memory.HeapMemorySegment.get(HeapMemorySegment.java:104) >>>> >> at >>>> >> org.apache.flink.runtime.io >>>> .network.api.serialization.SpillingAdaptiveSpanningRecordDeserializer$NonSpanningWrapper.readByte(SpillingAdaptiveSpanningRecordDeserializer.java:254) >>>> >> at >>>> >> org.apache.flink.runtime.io >>>> .network.api.serialization.SpillingAdaptiveSpanningRecordDeserializer$NonSpanningWrapper.readUnsignedByte(SpillingAdaptiveSpanningRecordDeserializer.java:259) >>>> >> at >>>> org.apache.flink.types.StringValue.readString(StringValue.java:771) >>>> >> at >>>> >> >>>> org.apache.flink.api.common.typeutils.base.StringSerializer.deserialize(StringSerializer.java:69) >>>> >> at >>>> >> >>>> org.apache.flink.api.common.typeutils.base.StringSerializer.deserialize(StringSerializer.java:74) >>>> >> at >>>> >> >>>> org.apache.flink.api.common.typeutils.base.StringSerializer.deserialize(StringSerializer.java:28) >>>> >> at >>>> >> >>>> org.apache.flink.api.java.typeutils.runtime.TupleSerializer.deserialize(TupleSerializer.java:144) >>>> >> at >>>> >> >>>> org.apache.flink.api.java.typeutils.runtime.TupleSerializer.deserialize(TupleSerializer.java:30) >>>> >> at >>>> >> >>>> org.apache.flink.runtime.plugable.ReusingDeserializationDelegate.read(ReusingDeserializationDelegate.java:57) >>>> >> at >>>> >> org.apache.flink.runtime.io >>>> .network.api.serialization.SpillingAdaptiveSpanningRecordDeserializer.getNextRecord(SpillingAdaptiveSpanningRecordDeserializer.java:124) >>>> >> ... 5 more >>>> >> >>>> >> Thanks, >>>> >> Timur >>>> >> >>>> >> On Sun, Apr 24, 2016 at 2:45 AM, Robert Metzger <rmetz...@apache.org >>>> > >>>> >> wrote: >>>> >>> >>>> >>> For the second exception, can you check the logs of the failing >>>> >>> taskmanager (10.105.200.137)? >>>> >>> I guess these logs some details on why the TM timed out. >>>> >>> >>>> >>> >>>> >>> Are you on 1.0.x or on 1.1-SNAPSHOT? >>>> >>> We recently changed something related to the ExecutionConfig which >>>> has >>>> >>> lead to Kryo issues in the past. >>>> >>> >>>> >>> >>>> >>> On Sun, Apr 24, 2016 at 11:38 AM, Timur Fayruzov >>>> >>> <timur.fairu...@gmail.com> wrote: >>>> >>>> >>>> >>>> Trying to use ProtobufSerializer -- program consistently fails >>>> with the >>>> >>>> following exception: >>>> >>>> >>>> >>>> java.lang.IllegalStateException: Update task on instance >>>> >>>> 52b9d8ffa1c0bb7251a9731c565460eb @ ip-10-105-200-137 - 1 slots - >>>> URL: >>>> >>>> akka.tcp://flink@10.105.200.137:48990/user/taskmanager failed due >>>> to: >>>> >>>> at >>>> >>>> >>>> org.apache.flink.runtime.executiongraph.Execution$6.onFailure(Execution.java:954) >>>> >>>> at akka.dispatch.OnFailure.internal(Future.scala:228) >>>> >>>> at akka.dispatch.OnFailure.internal(Future.scala:227) >>>> >>>> at akka.dispatch.japi$CallbackBridge.apply(Future.scala:174) >>>> >>>> at akka.dispatch.japi$CallbackBridge.apply(Future.scala:171) >>>> >>>> at >>>> scala.PartialFunction$class.applyOrElse(PartialFunction.scala:123) >>>> >>>> at >>>> >>>> >>>> scala.runtime.AbstractPartialFunction.applyOrElse(AbstractPartialFunction.scala:28) >>>> >>>> at >>>> scala.concurrent.Future$$anonfun$onFailure$1.apply(Future.scala:136) >>>> >>>> at >>>> scala.concurrent.Future$$anonfun$onFailure$1.apply(Future.scala:134) >>>> >>>> at scala.concurrent.impl.CallbackRunnable.run(Promise.scala:32) >>>> >>>> at >>>> >>>> >>>> scala.concurrent.impl.ExecutionContextImpl$AdaptedForkJoinTask.exec(ExecutionContextImpl.scala:121) >>>> >>>> at >>>> scala.concurrent.forkjoin.ForkJoinTask.doExec(ForkJoinTask.java:260) >>>> >>>> at >>>> >>>> >>>> scala.concurrent.forkjoin.ForkJoinPool$WorkQueue.runTask(ForkJoinPool.java:1339) >>>> >>>> at >>>> >>>> >>>> scala.concurrent.forkjoin.ForkJoinPool.runWorker(ForkJoinPool.java:1979) >>>> >>>> at >>>> >>>> >>>> scala.concurrent.forkjoin.ForkJoinWorkerThread.run(ForkJoinWorkerThread.java:107) >>>> >>>> Caused by: akka.pattern.AskTimeoutException: Ask timed out on >>>> >>>> [Actor[akka.tcp:// >>>> flink@10.105.200.137:48990/user/taskmanager#1418296501]] >>>> >>>> after [10000 ms] >>>> >>>> at >>>> >>>> >>>> akka.pattern.PromiseActorRef$$anonfun$1.apply$mcV$sp(AskSupport.scala:333) >>>> >>>> at akka.actor.Scheduler$$anon$7.run(Scheduler.scala:117) >>>> >>>> at >>>> >>>> >>>> scala.concurrent.Future$InternalCallbackExecutor$.unbatchedExecute(Future.scala:599) >>>> >>>> at >>>> >>>> >>>> scala.concurrent.BatchingExecutor$class.execute(BatchingExecutor.scala:109) >>>> >>>> at >>>> >>>> >>>> scala.concurrent.Future$InternalCallbackExecutor$.execute(Future.scala:597) >>>> >>>> at >>>> >>>> >>>> akka.actor.LightArrayRevolverScheduler$TaskHolder.executeTask(Scheduler.scala:467) >>>> >>>> at >>>> >>>> >>>> akka.actor.LightArrayRevolverScheduler$$anon$8.executeBucket$1(Scheduler.scala:419) >>>> >>>> at >>>> >>>> >>>> akka.actor.LightArrayRevolverScheduler$$anon$8.nextTick(Scheduler.scala:423) >>>> >>>> at >>>> >>>> >>>> akka.actor.LightArrayRevolverScheduler$$anon$8.run(Scheduler.scala:375) >>>> >>>> at java.lang.Thread.run(Thread.java:745) >>>> >>>> >>>> >>>> I'm at my wits' end now, any suggestions are highly appreciated. >>>> >>>> >>>> >>>> Thanks, >>>> >>>> Timur >>>> >>>> >>>> >>>> >>>> >>>> On Sun, Apr 24, 2016 at 2:26 AM, Timur Fayruzov >>>> >>>> <timur.fairu...@gmail.com> wrote: >>>> >>>>> >>>> >>>>> Hello, >>>> >>>>> >>>> >>>>> I'm running a Flink program that is failing with the following >>>> >>>>> exception: >>>> >>>>> >>>> >>>>> 2016-04-23 02:00:38,947 ERROR org.apache.flink.client.CliFrontend >>>> >>>>> - Error while running the command. >>>> >>>>> org.apache.flink.client.program.ProgramInvocationException: The >>>> program >>>> >>>>> execution failed: Job execution failed. >>>> >>>>> at >>>> org.apache.flink.client.program.Client.runBlocking(Client.java:381) >>>> >>>>> at >>>> org.apache.flink.client.program.Client.runBlocking(Client.java:355) >>>> >>>>> at >>>> org.apache.flink.client.program.Client.runBlocking(Client.java:315) >>>> >>>>> at >>>> >>>>> >>>> org.apache.flink.client.program.ContextEnvironment.execute(ContextEnvironment.java:60) >>>> >>>>> at >>>> >>>>> >>>> org.apache.flink.api.java.ExecutionEnvironment.execute(ExecutionEnvironment.java:855) >>>> >>>>> at >>>> >>>>> >>>> org.apache.flink.api.scala.ExecutionEnvironment.execute(ExecutionEnvironment.scala:638) >>>> >>>>> at >>>> >>>>> >>>> com.whitepages.data.flink.FaithResolution$.pipeline(FaithResolution.scala:136) >>>> >>>>> at >>>> >>>>> >>>> com.whitepages.data.flink.FaithResolution$$anonfun$main$1.apply(FaithResolution.scala:48) >>>> >>>>> at >>>> >>>>> >>>> com.whitepages.data.flink.FaithResolution$$anonfun$main$1.apply(FaithResolution.scala:48) >>>> >>>>> at scala.Option.foreach(Option.scala:257) >>>> >>>>> at >>>> >>>>> >>>> com.whitepages.data.flink.FaithResolution$.main(FaithResolution.scala:48) >>>> >>>>> at >>>> >>>>> >>>> com.whitepages.data.flink.FaithResolution.main(FaithResolution.scala) >>>> >>>>> at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method) >>>> >>>>> at >>>> >>>>> >>>> sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:57) >>>> >>>>> at >>>> >>>>> >>>> sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43) >>>> >>>>> at java.lang.reflect.Method.invoke(Method.java:606) >>>> >>>>> at >>>> >>>>> >>>> org.apache.flink.client.program.PackagedProgram.callMainMethod(PackagedProgram.java:505) >>>> >>>>> at >>>> >>>>> >>>> org.apache.flink.client.program.PackagedProgram.invokeInteractiveModeForExecution(PackagedProgram.java:403) >>>> >>>>> at >>>> org.apache.flink.client.program.Client.runBlocking(Client.java:248) >>>> >>>>> at >>>> >>>>> >>>> org.apache.flink.client.CliFrontend.executeProgramBlocking(CliFrontend.java:866) >>>> >>>>> at org.apache.flink.client.CliFrontend.run(CliFrontend.java:333) >>>> >>>>> at >>>> >>>>> >>>> org.apache.flink.client.CliFrontend.parseParameters(CliFrontend.java:1189) >>>> >>>>> at org.apache.flink.client.CliFrontend.main(CliFrontend.java:1239) >>>> >>>>> Caused by: org.apache.flink.runtime.client.JobExecutionException: >>>> Job >>>> >>>>> execution failed. >>>> >>>>> at >>>> >>>>> >>>> org.apache.flink.runtime.jobmanager.JobManager$$anonfun$handleMessage$1$$anonfun$applyOrElse$7.apply$mcV$sp(JobManager.scala:714) >>>> >>>>> at >>>> >>>>> >>>> org.apache.flink.runtime.jobmanager.JobManager$$anonfun$handleMessage$1$$anonfun$applyOrElse$7.apply(JobManager.scala:660) >>>> >>>>> at >>>> >>>>> >>>> org.apache.flink.runtime.jobmanager.JobManager$$anonfun$handleMessage$1$$anonfun$applyOrElse$7.apply(JobManager.scala:660) >>>> >>>>> at >>>> >>>>> >>>> scala.concurrent.impl.Future$PromiseCompletingRunnable.liftedTree1$1(Future.scala:24) >>>> >>>>> at >>>> >>>>> >>>> scala.concurrent.impl.Future$PromiseCompletingRunnable.run(Future.scala:24) >>>> >>>>> at akka.dispatch.TaskInvocation.run(AbstractDispatcher.scala:41) >>>> >>>>> at >>>> >>>>> >>>> akka.dispatch.ForkJoinExecutorConfigurator$AkkaForkJoinTask.exec(AbstractDispatcher.scala:401) >>>> >>>>> at >>>> scala.concurrent.forkjoin.ForkJoinTask.doExec(ForkJoinTask.java:260) >>>> >>>>> at >>>> >>>>> >>>> scala.concurrent.forkjoin.ForkJoinPool$WorkQueue.pollAndExecAll(ForkJoinPool.java:1253) >>>> >>>>> at >>>> >>>>> >>>> scala.concurrent.forkjoin.ForkJoinPool$WorkQueue.runTask(ForkJoinPool.java:1346) >>>> >>>>> at >>>> >>>>> >>>> scala.concurrent.forkjoin.ForkJoinPool.runWorker(ForkJoinPool.java:1979) >>>> >>>>> at >>>> >>>>> >>>> scala.concurrent.forkjoin.ForkJoinWorkerThread.run(ForkJoinWorkerThread.java:107) >>>> >>>>> Caused by: java.lang.Exception: The data preparation for task >>>> 'CHAIN >>>> >>>>> CoGroup (CoGroup at >>>> >>>>> >>>> com.whitepages.data.flink.Resolution$.pipeline(Resolution.scala:123)) -> >>>> >>>>> Filter (Filter at >>>> >>>>> >>>> com.whitepages.data.flink.Resolution$.pipeline(Resolution.scala:124))' , >>>> >>>>> caused an error: Error obtaining the sorted input: Thread >>>> 'SortMerger >>>> >>>>> Reading Thread' terminated due to an exception: No more bytes >>>> left. >>>> >>>>> at >>>> org.apache.flink.runtime.operators.BatchTask.run(BatchTask.java:455) >>>> >>>>> at >>>> >>>>> >>>> org.apache.flink.runtime.operators.BatchTask.invoke(BatchTask.java:345) >>>> >>>>> at org.apache.flink.runtime.taskmanager.Task.run(Task.java:559) >>>> >>>>> at java.lang.Thread.run(Thread.java:745) >>>> >>>>> Caused by: java.lang.RuntimeException: Error obtaining the sorted >>>> >>>>> input: Thread 'SortMerger Reading Thread' terminated due to an >>>> exception: No >>>> >>>>> more bytes left. >>>> >>>>> at >>>> >>>>> >>>> org.apache.flink.runtime.operators.sort.UnilateralSortMerger.getIterator(UnilateralSortMerger.java:619) >>>> >>>>> at >>>> >>>>> >>>> org.apache.flink.runtime.operators.BatchTask.getInput(BatchTask.java:1079) >>>> >>>>> at >>>> >>>>> >>>> org.apache.flink.runtime.operators.CoGroupDriver.prepare(CoGroupDriver.java:97) >>>> >>>>> at >>>> org.apache.flink.runtime.operators.BatchTask.run(BatchTask.java:450) >>>> >>>>> ... 3 more >>>> >>>>> Caused by: java.io.IOException: Thread 'SortMerger Reading Thread' >>>> >>>>> terminated due to an exception: No more bytes left. >>>> >>>>> at >>>> >>>>> >>>> org.apache.flink.runtime.operators.sort.UnilateralSortMerger$ThreadBase.run(UnilateralSortMerger.java:799) >>>> >>>>> Caused by: java.io.EOFException: No more bytes left. >>>> >>>>> at >>>> >>>>> >>>> org.apache.flink.api.java.typeutils.runtime.NoFetchingInput.require(NoFetchingInput.java:77) >>>> >>>>> at com.esotericsoftware.kryo.io >>>> .Input.readUtf8_slow(Input.java:542) >>>> >>>>> at com.esotericsoftware.kryo.io.Input.readUtf8(Input.java:535) >>>> >>>>> at com.esotericsoftware.kryo.io.Input.readString(Input.java:465) >>>> >>>>> at >>>> >>>>> >>>> com.esotericsoftware.kryo.serializers.UnsafeCacheFields$UnsafeStringField.read(UnsafeCacheFields.java:198) >>>> >>>>> at >>>> >>>>> >>>> com.esotericsoftware.kryo.serializers.FieldSerializer.read(FieldSerializer.java:528) >>>> >>>>> at >>>> com.esotericsoftware.kryo.Kryo.readClassAndObject(Kryo.java:764) >>>> >>>>> at >>>> >>>>> >>>> org.apache.flink.api.java.typeutils.runtime.kryo.KryoSerializer.deserialize(KryoSerializer.java:228) >>>> >>>>> at >>>> >>>>> >>>> org.apache.flink.api.scala.typeutils.OptionSerializer.deserialize(OptionSerializer.scala:67) >>>> >>>>> at >>>> >>>>> >>>> org.apache.flink.api.scala.typeutils.OptionSerializer.deserialize(OptionSerializer.scala:28) >>>> >>>>> at >>>> >>>>> >>>> org.apache.flink.api.scala.typeutils.CaseClassSerializer.deserialize(CaseClassSerializer.scala:113) >>>> >>>>> at >>>> >>>>> >>>> org.apache.flink.api.scala.typeutils.CaseClassSerializer.deserialize(CaseClassSerializer.scala:106) >>>> >>>>> at >>>> >>>>> >>>> org.apache.flink.api.scala.typeutils.CaseClassSerializer.deserialize(CaseClassSerializer.scala:30) >>>> >>>>> at >>>> >>>>> >>>> org.apache.flink.api.java.typeutils.runtime.TupleSerializer.deserialize(TupleSerializer.java:144) >>>> >>>>> at >>>> >>>>> >>>> org.apache.flink.api.java.typeutils.runtime.TupleSerializer.deserialize(TupleSerializer.java:30) >>>> >>>>> at >>>> >>>>> >>>> org.apache.flink.runtime.plugable.ReusingDeserializationDelegate.read(ReusingDeserializationDelegate.java:57) >>>> >>>>> at >>>> >>>>> org.apache.flink.runtime.io >>>> .network.api.serialization.SpillingAdaptiveSpanningRecordDeserializer.getNextRecord(SpillingAdaptiveSpanningRecordDeserializer.java:163) >>>> >>>>> at >>>> >>>>> org.apache.flink.runtime.io >>>> .network.api.reader.AbstractRecordReader.getNextRecord(AbstractRecordReader.java:65) >>>> >>>>> at >>>> >>>>> org.apache.flink.runtime.io >>>> .network.api.reader.MutableRecordReader.next(MutableRecordReader.java:34) >>>> >>>>> at >>>> >>>>> >>>> org.apache.flink.runtime.operators.util.ReaderIterator.next(ReaderIterator.java:59) >>>> >>>>> at >>>> >>>>> >>>> org.apache.flink.runtime.operators.sort.UnilateralSortMerger$ReadingThread.go(UnilateralSortMerger.java:1035) >>>> >>>>> at >>>> >>>>> >>>> org.apache.flink.runtime.operators.sort.UnilateralSortMerger$ThreadBase.run(UnilateralSortMerger.java:796) >>>> >>>>> >>>> >>>>> The simplified version of the code looks more or less like >>>> following: >>>> >>>>> ``` >>>> >>>>> case class Name(first: String, last: String) >>>> >>>>> case class Phone(number: String) >>>> >>>>> case class Address(addr: String, city: String, country: String) >>>> >>>>> case class Record(n: Name, phone: Option[Phone], addr: >>>> Option[Address]) >>>> >>>>> ... >>>> >>>>> def resolutionFunc: (Iterator[Record], Iterator[(Name, String)] => >>>> >>>>> String = ... >>>> >>>>> ... >>>> >>>>> val data = env.readCsvFile[MySchema](...).map(Record(_)) >>>> >>>>> >>>> >>>>> val helper: DataSet[(Name, String)] = ... >>>> >>>>> >>>> >>>>> val result = data.filter(_.address.isDefined) >>>> >>>>> .coGroup(helper) >>>> >>>>> .where(e => LegacyDigest.buildMessageDigest((e.name, >>>> >>>>> e.address.get.country))) >>>> >>>>> .equalTo(e => LegacyDigest.buildMessageDigest((e._1, e._2))) >>>> >>>>> .apply {resolutionFunc} >>>> >>>>> .filter(_ != "") >>>> >>>>> >>>> >>>>> result.writeAsText(...) >>>> >>>>> ``` >>>> >>>>> >>>> >>>>> This code fails only when I run it on the full dataset, when I >>>> split >>>> >>>>> the `data` on smaller chunks (`helper` always stays the same), >>>> I'm able to >>>> >>>>> complete successfully. I guess with smaller memory requirements >>>> >>>>> serialization/deserialization does not kick in. >>>> >>>>> >>>> >>>>> I'm trying now to explicitly set Protobuf serializer for Kryo: >>>> >>>>> ``` >>>> >>>>> env.getConfig.registerTypeWithKryoSerializer(classOf[Record], >>>> >>>>> classOf[ProtobufSerializer]) >>>> >>>>> >>>> >>>>> ``` >>>> >>>>> but every run takes significant time before failing, so any other >>>> >>>>> advice is appreciated. >>>> >>>>> >>>> >>>>> Thanks, >>>> >>>>> Timur >>>> >>>> >>>> >>>> >>>> >>> >>>> >> >>>> > >>>> >>> >> >