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  1. Kafka
  2. KAFKA-5156 Options for handling exceptions in streams
  3. KAFKA-4593

Task migration during rebalance callback process could lead the obsoleted task's IllegalStateException

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    Details

    • Type: Sub-task
    • Status: Resolved
    • Priority: Major
    • Resolution: Fixed
    • Affects Version/s: None
    • Fix Version/s: 1.0.0
    • Component/s: streams
    • Labels:
      None

      Description

      1. Assume 2 running threads A and B, and one task t1 just for simplicity. Thread A and B are on different machines so their local state dir are not shared.
      2. First rebalance is triggered, task t1 is assigned to A (B has no assigned task).
      3. During the first rebalance callback, task t1's state store need to be restored on thread A, and this is called in "restoreActiveState" of "createStreamTask".
      4. Now suppose thread A has a long GC causing it to stall, a second rebalance then will be triggered and kicked A out of the group; B gets the task t1 and did the same restoration process, after the process thread B continues to process data and update the state store, while at the same time writes more messages to the changelog (so its log end offset has incremented).

      5. After a while A resumes from the long GC, not knowing it has actually be kicked out of the group and task t1 is no longer owned to itself, it continues the restoration process but then realize that the log end offset has advanced. When this happens, we will see the following exception on thread A:

      java.lang.IllegalStateException: task XXX Log end offset of
      YYY-table_stream-changelog-ZZ should not change while
      restoring: old end offset .., current offset ..
      
              at
      org.apache.kafka.streams.processor.internals.ProcessorStateManager.restoreActiveState(ProcessorStateManager.java:248)
      
              at
      org.apache.kafka.streams.processor.internals.ProcessorStateManager.register(ProcessorStateManager.java:201)
      
              at
      org.apache.kafka.streams.processor.internals.ProcessorContextImpl.register(ProcessorContextImpl.java:122)
      
              at
      org.apache.kafka.streams.state.internals.RocksDBWindowStore.init(RocksDBWindowStore.java:200)
      
              at
      org.apache.kafka.streams.state.internals.MeteredWindowStore.init(MeteredWindowStore.java:65)
      
              at
      org.apache.kafka.streams.state.internals.CachingWindowStore.init(CachingWindowStore.java:65)
      
              at
      org.apache.kafka.streams.processor.internals.AbstractTask.initializeStateStores(AbstractTask.java:86)
      
              at
      org.apache.kafka.streams.processor.internals.StreamTask.<init>(StreamTask.java:120)
      
              at
      org.apache.kafka.streams.processor.internals.StreamThread.createStreamTask(StreamThread.java:794)
      
              at
      org.apache.kafka.streams.processor.internals.StreamThread$TaskCreator.createTask(StreamThread.java:1222)
      
              at
      org.apache.kafka.streams.processor.internals.StreamThread$AbstractTaskCreator.retryWithBackoff(StreamThread.java:1195)
      
              at
      org.apache.kafka.streams.processor.internals.StreamThread.addStreamTasks(StreamThread.java:897)
      
              at
      org.apache.kafka.streams.processor.internals.StreamThread.access$500(StreamThread.java:71)
      
              at
      org.apache.kafka.streams.processor.internals.StreamThread$1.onPartitionsAssigned(StreamThread.java:240)
      
              at
      org.apache.kafka.clients.consumer.internals.ConsumerCoordinator.onJoinComplete(ConsumerCoordinator.java:230)
      
              at
      org.apache.kafka.clients.consumer.internals.AbstractCoordinator.joinGroupIfNeeded(AbstractCoordinator.java:314)
      
              at
      org.apache.kafka.clients.consumer.internals.AbstractCoordinator.ensureActiveGroup(AbstractCoordinator.java:278)
      
              at
      org.apache.kafka.clients.consumer.internals.ConsumerCoordinator.poll(ConsumerCoordinator.java:261)
      
              at
      org.apache.kafka.clients.consumer.KafkaConsumer.pollOnce(KafkaConsumer.java:1039)
      
              at
      org.apache.kafka.clients.consumer.KafkaConsumer.poll(KafkaConsumer.java:1004)
      
              at
      org.apache.kafka.streams.processor.internals.StreamThread.runLoop(StreamThread.java:570)
      
              at
      org.apache.kafka.streams.processor.internals.StreamThread.run(StreamThread.java:359)
      

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              • Assignee:
                mjsax Matthias J. Sax
                Reporter:
                guozhang Guozhang Wang
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                Dates

                • Created:
                  Updated:
                  Resolved: