带有Spring Cloud Stream的Kafka Streams进程中的Serd错误

问题描述 投票：3回答：1

[我正在尝试使用Spring Cloud Stream 3.0.3.RELEASE处理一些Kafka记录，但是我很难解决Serdes配置一旦记录进入流管道就出错了。

这是堆栈跟踪：

30-03-2020 19:28:33 ERROR org.apache.kafka.streams.KafkaStreams              [application-local,,,]: stream-client [joinPriorityData-applicationId-1302980a-a016-4167-9c0b-750ffb5d107a] All stream threads have died. The instance will be in error state and should be closed.
Exception in thread "joinPriorityData-applicationId-1302980a-a016-4167-9c0b-750ffb5d107a-StreamThread-1" org.apache.kafka.streams.errors.StreamsException: Exception caught in process. taskId=0_0, processor=KSTREAM-SOURCE-0000000001, topic=moaii.security.pe.incidence.queue, partition=0, offset=18108, stacktrace=org.apache.kafka.streams.errors.StreamsException: A serializer (key: org.apache.kafka.common.serialization.StringSerializer / value: org.apache.kafka.common.serialization.ByteArraySerializer) is not compatible to the actual key or value type (key type: java.lang.String / value type: com.vcp.moaii.cep.dto.IncidenceState). Change the default Serdes in StreamConfig or provide correct Serdes via method parameters.
    at org.apache.kafka.streams.processor.internals.SinkNode.process(SinkNode.java:94)
    at org.apache.kafka.streams.processor.internals.ProcessorContextImpl.forward(ProcessorContextImpl.java:201)
    at org.apache.kafka.streams.processor.internals.ProcessorContextImpl.forward(ProcessorContextImpl.java:180)
    at org.apache.kafka.streams.processor.internals.ProcessorContextImpl.forward(ProcessorContextImpl.java:133)
    at org.apache.kafka.streams.kstream.internals.KStreamMapValues$KStreamMapProcessor.process(KStreamMapValues.java:41)
    at org.apache.kafka.streams.processor.internals.ProcessorNode.process(ProcessorNode.java:117)
    at org.apache.kafka.streams.processor.internals.ProcessorContextImpl.forward(ProcessorContextImpl.java:201)
    at org.apache.kafka.streams.processor.internals.ProcessorContextImpl.forward(ProcessorContextImpl.java:180)
    at org.apache.kafka.streams.processor.internals.ProcessorContextImpl.forward(ProcessorContextImpl.java:133)
    at org.apache.kafka.streams.kstream.internals.KStreamMap$KStreamMapProcessor.process(KStreamMap.java:42)
    at org.apache.kafka.streams.processor.internals.ProcessorNode.process(ProcessorNode.java:117)
    at org.apache.kafka.streams.processor.internals.ProcessorContextImpl.forward(ProcessorContextImpl.java:201)
    at org.apache.kafka.streams.processor.internals.ProcessorContextImpl.forward(ProcessorContextImpl.java:180)
    at org.apache.kafka.streams.processor.internals.ProcessorContextImpl.forward(ProcessorContextImpl.java:133)
    at org.apache.kafka.streams.kstream.internals.KStreamFilter$KStreamFilterProcessor.process(KStreamFilter.java:43)
    at org.apache.kafka.streams.processor.internals.ProcessorNode.process(ProcessorNode.java:117)
    at org.apache.kafka.streams.processor.internals.ProcessorContextImpl.forward(ProcessorContextImpl.java:201)
    at org.apache.kafka.streams.processor.internals.ProcessorContextImpl.forward(ProcessorContextImpl.java:180)
    at org.apache.kafka.streams.processor.internals.ProcessorContextImpl.forward(ProcessorContextImpl.java:133)
    at org.apache.kafka.streams.kstream.internals.KStreamMapValues$KStreamMapProcessor.process(KStreamMapValues.java:41)
    at org.apache.kafka.streams.processor.internals.ProcessorNode.process(ProcessorNode.java:117)
    at org.apache.kafka.streams.processor.internals.ProcessorContextImpl.forward(ProcessorContextImpl.java:201)
    at org.apache.kafka.streams.processor.internals.ProcessorContextImpl.forward(ProcessorContextImpl.java:180)
    at org.apache.kafka.streams.processor.internals.ProcessorContextImpl.forward(ProcessorContextImpl.java:133)
    at org.apache.kafka.streams.kstream.internals.KTableSource$KTableSourceProcessor.process(KTableSource.java:116)
    at org.apache.kafka.streams.processor.internals.ProcessorNode.process(ProcessorNode.java:117)
    at org.apache.kafka.streams.processor.internals.ProcessorContextImpl.forward(ProcessorContextImpl.java:201)
    at org.apache.kafka.streams.processor.internals.ProcessorContextImpl.forward(ProcessorContextImpl.java:180)
    at org.apache.kafka.streams.processor.internals.ProcessorContextImpl.forward(ProcessorContextImpl.java:133)
    at org.apache.kafka.streams.processor.internals.SourceNode.process(SourceNode.java:87)
    at org.apache.kafka.streams.processor.internals.StreamTask.process(StreamTask.java:363)
    at org.apache.kafka.streams.processor.internals.AssignedStreamsTasks.process(AssignedStreamsTasks.java:199)
    at org.apache.kafka.streams.processor.internals.TaskManager.process(TaskManager.java:425)
    at org.apache.kafka.streams.processor.internals.StreamThread.runOnce(StreamThread.java:912)
    at org.apache.kafka.streams.processor.internals.StreamThread.runLoop(StreamThread.java:819)
    at org.apache.kafka.streams.processor.internals.StreamThread.run(StreamThread.java:788)
Caused by: java.lang.ClassCastException: class com.vcp.moaii.cep.dto.IncidenceState cannot be cast to class [B (com.vcp.moaii.cep.dto.IncidenceState is in unnamed module of loader 'app'; [B is in module java.base of loader 'bootstrap')
    at org.apache.kafka.common.serialization.ByteArraySerializer.serialize(ByteArraySerializer.java:19)
    at org.apache.kafka.common.serialization.Serializer.serialize(Serializer.java:62)
    at org.apache.kafka.streams.processor.internals.RecordCollectorImpl.send(RecordCollectorImpl.java:163)
    at org.apache.kafka.streams.processor.internals.RecordCollectorImpl.send(RecordCollectorImpl.java:103)
    at org.apache.kafka.streams.processor.internals.SinkNode.process(SinkNode.java:89)
    ... 35 more

    at org.apache.kafka.streams.processor.internals.StreamTask.process(StreamTask.java:380)
    at org.apache.kafka.streams.processor.internals.AssignedStreamsTasks.process(AssignedStreamsTasks.java:199)
    at org.apache.kafka.streams.processor.internals.TaskManager.process(TaskManager.java:425)
    at org.apache.kafka.streams.processor.internals.StreamThread.runOnce(StreamThread.java:912)
    at org.apache.kafka.streams.processor.internals.StreamThread.runLoop(StreamThread.java:819)
    at org.apache.kafka.streams.processor.internals.StreamThread.run(StreamThread.java:788)
Caused by: org.apache.kafka.streams.errors.StreamsException: A serializer (key: org.apache.kafka.common.serialization.StringSerializer / value: org.apache.kafka.common.serialization.ByteArraySerializer) is not compatible to the actual key or value type (key type: java.lang.String / value type: com.vcp.moaii.cep.dto.IncidenceState). Change the default Serdes in StreamConfig or provide correct Serdes via method parameters.
    at org.apache.kafka.streams.processor.internals.SinkNode.process(SinkNode.java:94)
    at org.apache.kafka.streams.processor.internals.ProcessorContextImpl.forward(ProcessorContextImpl.java:201)
    at org.apache.kafka.streams.processor.internals.ProcessorContextImpl.forward(ProcessorContextImpl.java:180)
    at org.apache.kafka.streams.processor.internals.ProcessorContextImpl.forward(ProcessorContextImpl.java:133)
    at org.apache.kafka.streams.kstream.internals.KStreamMapValues$KStreamMapProcessor.process(KStreamMapValues.java:41)
    at org.apache.kafka.streams.processor.internals.ProcessorNode.process(ProcessorNode.java:117)
    at org.apache.kafka.streams.processor.internals.ProcessorContextImpl.forward(ProcessorContextImpl.java:201)
    at org.apache.kafka.streams.processor.internals.ProcessorContextImpl.forward(ProcessorContextImpl.java:180)
    at org.apache.kafka.streams.processor.internals.ProcessorContextImpl.forward(ProcessorContextImpl.java:133)
    at org.apache.kafka.streams.kstream.internals.KStreamMap$KStreamMapProcessor.process(KStreamMap.java:42)
    at org.apache.kafka.streams.processor.internals.ProcessorNode.process(ProcessorNode.java:117)
    at org.apache.kafka.streams.processor.internals.ProcessorContextImpl.forward(ProcessorContextImpl.java:201)
    at org.apache.kafka.streams.processor.internals.ProcessorContextImpl.forward(ProcessorContextImpl.java:180)
    at org.apache.kafka.streams.processor.internals.ProcessorContextImpl.forward(ProcessorContextImpl.java:133)
    at org.apache.kafka.streams.kstream.internals.KStreamFilter$KStreamFilterProcessor.process(KStreamFilter.java:43)
    at org.apache.kafka.streams.processor.internals.ProcessorNode.process(ProcessorNode.java:117)
    at org.apache.kafka.streams.processor.internals.ProcessorContextImpl.forward(ProcessorContextImpl.java:201)
    at org.apache.kafka.streams.processor.internals.ProcessorContextImpl.forward(ProcessorContextImpl.java:180)
    at org.apache.kafka.streams.processor.internals.ProcessorContextImpl.forward(ProcessorContextImpl.java:133)
    at org.apache.kafka.streams.kstream.internals.KStreamMapValues$KStreamMapProcessor.process(KStreamMapValues.java:41)
    at org.apache.kafka.streams.processor.internals.ProcessorNode.process(ProcessorNode.java:117)
    at org.apache.kafka.streams.processor.internals.ProcessorContextImpl.forward(ProcessorContextImpl.java:201)
    at org.apache.kafka.streams.processor.internals.ProcessorContextImpl.forward(ProcessorContextImpl.java:180)
    at org.apache.kafka.streams.processor.internals.ProcessorContextImpl.forward(ProcessorContextImpl.java:133)
    at org.apache.kafka.streams.kstream.internals.KTableSource$KTableSourceProcessor.process(KTableSource.java:116)
    at org.apache.kafka.streams.processor.internals.ProcessorNode.process(ProcessorNode.java:117)
    at org.apache.kafka.streams.processor.internals.ProcessorContextImpl.forward(ProcessorContextImpl.java:201)
    at org.apache.kafka.streams.processor.internals.ProcessorContextImpl.forward(ProcessorContextImpl.java:180)
    at org.apache.kafka.streams.processor.internals.ProcessorContextImpl.forward(ProcessorContextImpl.java:133)
    at org.apache.kafka.streams.processor.internals.SourceNode.process(SourceNode.java:87)
    at org.apache.kafka.streams.processor.internals.StreamTask.process(StreamTask.java:363)
    ... 5 more
Caused by: java.lang.ClassCastException: class com.vcp.moaii.cep.dto.IncidenceState cannot be cast to class [B (com.vcp.moaii.cep.dto.IncidenceState is in unnamed module of loader 'app'; [B is in module java.base of loader 'bootstrap')
    at org.apache.kafka.common.serialization.ByteArraySerializer.serialize(ByteArraySerializer.java:19)
    at org.apache.kafka.common.serialization.Serializer.serialize(Serializer.java:62)
    at org.apache.kafka.streams.processor.internals.RecordCollectorImpl.send(RecordCollectorImpl.java:163)
    at org.apache.kafka.streams.processor.internals.RecordCollectorImpl.send(RecordCollectorImpl.java:103)
    at org.apache.kafka.streams.processor.internals.SinkNode.process(SinkNode.java:89)
    ... 35 more

这是我的职能：

@Bean
public Function<KTable<String, IncidenceItem>, KStream<String, ?>> joinPriorityData() {
    return incidenceStream -> incidenceStream
            .toStream()
            .filter((key, value) -> filterZoneTypeAndPriority(value))
            .selectKey((key, value) -> value.getsInc())
            .mapValues((readOnlyKey, value) -> stateMapper.toIncidendeState(value, null));
}

这是我的application.yml：

  spring.json.value.default.type: RawAccounting
  spring.cloud.stream:
    function.definition: joinPriorityData
    bindings:
      joinPriorityData-in-0:
        destination: moaii.security.pe.incidence.queue
        consumer.valueSerde: IncidenceItemSerde
      joinPriorityData-out-0:
        destination: moaii.security.pe.incidence.state
        producer.valueSerde: IncidenceItemSerde
    kafka:
      binder:
        configuration:
          auto.commit.interval.ms: 100
          auto.offset.reset: latest
      streams:
        binder:
          applicationId: moaii-cep
          content-type: application/json
          configuration:
            default:
              key.serde: org.apache.kafka.common.serialization.Serdes$StringSerde
              value.serde:  org.springframework.kafka.support.serializer.JsonSerde
              useNativeDecoding: true

我已经在很多地方尝试了许多不同的配置，但是任何方法似乎都可行。正如您在stacktrace中看到的那样，默认值Serdes被忽略，而使用ByteArray。

我也创建了一些自定义SERDES，将它们声明为bean并如图所示在配置文件中使用，但结果相同。

无论如何，我都有其他配置也被忽略的感觉，例如，我可以看到Ktable如何跳过一些具有null键的旧记录，然后在读取第一个非null的记录时失败，即使我有auto.offset.reset: latest也失败>

无法说出是Kafka还是Spring问题，但无法解决

编辑：

在此日志中，您可以看到活页夹如何为入站而不是出站获得正确的Serde：
31-03-2020 11:54:24 INFO  o.s.c.s.b.k.streams.KafkaStreamsFunctionProcessor  [application-local,,,]: Key Serde used for joinPriorityData-in-0: org.apache.kafka.common.serialization.Serdes$StringSerde
31-03-2020 11:54:24 INFO  o.s.c.s.b.k.streams.KafkaStreamsFunctionProcessor  [application-local,,,]: Value Serde used for joinPriorityData-in-0: com.vcp.moaii.cep.broker.serde.MoaiiSerdes$IncidenceItemSerde

31-03-2020 11:54:27 INFO  o.s.c.stream.binder.kafka.streams.KStreamBinder    [application-local,,,]: Key Serde used for (outbound) moaii.security.pe.incidence.state: org.apache.kafka.common.serialization.Serdes$StringSerde    
31-03-2020 11:54:27 INFO  o.s.c.stream.binder.kafka.streams.KStreamBinder    [application-local,,,]: Value Serde used for (outbound) moaii.security.pe.incidence.state: org.apache.kafka.common.serialization.Serdes$ByteArraySerde

在出站绑定中，甚至都没有提到“ joinPriorityData-out-0”]

我正在尝试使用Spring Cloud Stream 3.0.3.RELEASE处理一些Kafka记录，但是当记录进入流管道时，Serdes配置遇到错误时遇到了麻烦。 ...

java apache-kafka apache-kafka-streams spring-cloud-stream confluent
1个回答
0
投票

IncidenceState被两个不同的类加载器加载了两次。它通过应用程序（系统类加载器）加载一次，并通过引导类加载器加载一次。

这是一个卡夫卡问题。检查一下https://discuss.kotlinlang.org/t/classloading-error-with-kafka-streams/4547而这个https://youtrack.jetbrains.com/issue/KT-24966

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