【问题标题】:Cloudflow is unable to read avro message from kafkaCloudflow 无法从 kafka 读取 avro 消息
【发布时间】:2021-04-13 20:53:26
【问题描述】:

我正在使用 lightbend cloudflow 开发我的应用程序,该应用程序使用外部 kafka 主题。

外部 kafka 主题包含 avro 记录,如果我尝试将 kafka-avro-console-consumer 与 schema-regestry 一起使用,则能够获取消息。

但在同样的情况下,cloudflow 无法反序列化消息并引发异常。

7:34:07.595 [consumer-akka.actor.default-dispatcher-4] ERROR cloudflow.streamlets.CodecInlet$ - Data decoding error, skipping message

com.twitter.bijection.InversionFailure: Failed to invert: [B@503e211a

    at com.twitter.bijection.InversionFailure$$anonfun$partialFailure$1.applyOrElse(InversionFailure.scala:43)

    at com.twitter.bijection.InversionFailure$$anonfun$partialFailure$1.applyOrElse(InversionFailure.scala:42)

    at scala.runtime.AbstractPartialFunction.apply(AbstractPartialFunction.scala:38)

    at scala.util.Failure.recoverWith(Try.scala:236)

    at com.twitter.bijection.Inversion$.attempt(Inversion.scala:32)

    at com.twitter.bijection.avro.BinaryAvroCodec.invert(AvroCodecs.scala:330)

    at com.twitter.bijection.avro.BinaryAvroCodec.invert(AvroCodecs.scala:320)

    at cloudflow.streamlets.avro.AvroSerde.$anonfun$inverted$1(AvroCodec.scala:39)

    at cloudflow.streamlets.avro.AvroSerde.decode(AvroCodec.scala:44)

    at cloudflow.streamlets.avro.AvroCodec.decode(AvroCodec.scala:34)

    at cloudflow.akkastream.AkkaStreamletContextImpl.$anonfun$sourceWithContext$2(AkkaStreamletContextImpl.scala:141)

    at akka.stream.scaladsl.FlowWithContextOps.$anonfun$map$1(FlowWithContextOps.scala:70)

    at akka.stream.impl.fusing.Map$$anon$1.onPush(Ops.scala:53)

    at akka.stream.impl.fusing.GraphInterpreter.processPush(GraphInterpreter.scala:541)

    at akka.stream.impl.fusing.GraphInterpreter.execute(GraphInterpreter.scala:423)

    at akka.stream.impl.fusing.GraphInterpreterShell.runBatch(ActorGraphInterpreter.scala:625)

    at akka.stream.impl.fusing.GraphInterpreterShell$AsyncInput.execute(ActorGraphInterpreter.scala:502)

    at akka.stream.impl.fusing.GraphInterpreterShell.processEvent(ActorGraphInterpreter.scala:600)

    at akka.stream.impl.fusing.ActorGraphInterpreter.akka$stream$impl$fusing$ActorGraphInterpreter$$processEvent(ActorGraphInterpreter.scala:769)

    at akka.stream.impl.fusing.ActorGraphInterpreter$$anonfun$receive$1.applyOrElse(ActorGraphInterpreter.scala:784)

    at akka.actor.Actor.aroundReceive(Actor.scala:537)

    at akka.actor.Actor.aroundReceive$(Actor.scala:535)

    at akka.stream.impl.fusing.ActorGraphInterpreter.aroundReceive(ActorGraphInterpreter.scala:691)

    at akka.actor.ActorCell.receiveMessage(ActorCell.scala:577)

    at akka.actor.ActorCell.invoke(ActorCell.scala:547)

    at akka.dispatch.Mailbox.processMailbox(Mailbox.scala:270)

    at akka.dispatch.Mailbox.run(Mailbox.scala:231)

    at akka.dispatch.Mailbox.exec(Mailbox.scala:243)

    at java.util.concurrent.ForkJoinTask.doExec(ForkJoinTask.java:289)

    at java.util.concurrent.ForkJoinPool$WorkQueue.runTask(ForkJoinPool.java:1056)

    at java.util.concurrent.ForkJoinPool.runWorker(ForkJoinPool.java:1692)

    at java.util.concurrent.ForkJoinWorkerThread.run(ForkJoinWorkerThread.java:175)

Caused by: org.apache.avro.AvroRuntimeException: Malformed data. Length is negative: -25

    at org.apache.avro.io.BinaryDecoder.doReadBytes(BinaryDecoder.java:336)

    at org.apache.avro.io.BinaryDecoder.readString(BinaryDecoder.java:263)

    at org.apache.avro.io.ResolvingDecoder.readString(ResolvingDecoder.java:201)

    at org.apache.avro.generic.GenericDatumReader.readString(GenericDatumReader.java:422)

    at org.apache.avro.generic.GenericDatumReader.readString(GenericDatumReader.java:414)

    at org.apache.avro.generic.GenericDatumReader.readWithoutConversion(GenericDatumReader.java:181)

    at org.apache.avro.specific.SpecificDatumReader.readField(SpecificDatumReader.java:116)

    at org.apache.avro.generic.GenericDatumReader.readRecord(GenericDatumReader.java:222)

    at org.apache.avro.generic.GenericDatumReader.readWithoutConversion(GenericDatumReader.java:175)

    at org.apache.avro.specific.SpecificDatumReader.readField(SpecificDatumReader.java:116)

    at org.apache.avro.generic.GenericDatumReader.readRecord(GenericDatumReader.java:222)

    at org.apache.avro.generic.GenericDatumReader.readWithoutConversion(GenericDatumReader.java:175)

    at org.apache.avro.generic.GenericDatumReader.read(GenericDatumReader.java:153)

    at org.apache.avro.generic.GenericDatumReader.read(GenericDatumReader.java:145)

    at com.twitter.bijection.avro.BinaryAvroCodec.$anonfun$invert$3(AvroCodecs.scala:332)

    at com.twitter.bijection.Inversion$.$anonfun$attempt$1(Inversion.scala:32)

    at scala.util.Try$.apply(Try.scala:213)

    ... 28 common frames omitted

17:34:07.595 [consumer-akka.actor.default-dispatcher-4] ERROR cloudflow.streamlets.CodecInlet$ - Data decoding error, skipping message

com.twitter.bijection.InversionFailure: Failed to invert: [B@5c9c541f

    at com.twitter.bijection.InversionFailure$$anonfun$partialFailure$1.applyOrElse(InversionFailure.scala:43)

    at com.twitter.bijection.InversionFailure$$anonfun$partialFailure$1.applyOrElse(InversionFailure.scala:42)

    at scala.runtime.AbstractPartialFunction.apply(AbstractPartialFunction.scala:38)

    at scala.util.Failure.recoverWith(Try.scala:236)

    at com.twitter.bijection.Inversion$.attempt(Inversion.scala:32)

    at com.twitter.bijection.avro.BinaryAvroCodec.invert(AvroCodecs.scala:330)

    at com.twitter.bijection.avro.BinaryAvroCodec.invert(AvroCodecs.scala:320)

    at cloudflow.streamlets.avro.AvroSerde.$anonfun$inverted$1(AvroCodec.scala:39)

    at cloudflow.streamlets.avro.AvroSerde.decode(AvroCodec.scala:44)

    at cloudflow.streamlets.avro.AvroCodec.decode(AvroCodec.scala:34)

    at cloudflow.akkastream.AkkaStreamletContextImpl.$anonfun$sourceWithContext$2(AkkaStreamletContextImpl.scala:141)

    at akka.stream.scaladsl.FlowWithContextOps.$anonfun$map$1(FlowWithContextOps.scala:70)

    at akka.stream.impl.fusing.Map$$anon$1.onPush(Ops.scala:53)

    at akka.stream.impl.fusing.GraphInterpreter.processPush(GraphInterpreter.scala:541)

    at akka.stream.impl.fusing.GraphInterpreter.execute(GraphInterpreter.scala:423)

    at akka.stream.impl.fusing.GraphInterpreterShell.runBatch(ActorGraphInterpreter.scala:625)

    at akka.stream.impl.fusing.GraphInterpreterShell$AsyncInput.execute(ActorGraphInterpreter.scala:502)

    at akka.stream.impl.fusing.GraphInterpreterShell.processEvent(ActorGraphInterpreter.scala:600)

    at akka.stream.impl.fusing.ActorGraphInterpreter.akka$stream$impl$fusing$ActorGraphInterpreter$$processEvent(ActorGraphInterpreter.scala:769)

    at akka.stream.impl.fusing.ActorGraphInterpreter$$anonfun$receive$1.applyOrElse(ActorGraphInterpreter.scala:784)

    at akka.actor.Actor.aroundReceive(Actor.scala:537)

    at akka.actor.Actor.aroundReceive$(Actor.scala:535)

    at akka.stream.impl.fusing.ActorGraphInterpreter.aroundReceive(ActorGraphInterpreter.scala:691)

    at akka.actor.ActorCell.receiveMessage(ActorCell.scala:577)

    at akka.actor.ActorCell.invoke(ActorCell.scala:547)

    at akka.dispatch.Mailbox.processMailbox(Mailbox.scala:270)

    at akka.dispatch.Mailbox.run(Mailbox.scala:231)

    at akka.dispatch.Mailbox.exec(Mailbox.scala:243)

    at java.util.concurrent.ForkJoinTask.doExec(ForkJoinTask.java:289)

    at java.util.concurrent.ForkJoinPool$WorkQueue.runTask(ForkJoinPool.java:1056)

    at java.util.concurrent.ForkJoinPool.runWorker(ForkJoinPool.java:1692)

    at java.util.concurrent.ForkJoinWorkerThread.run(ForkJoinWorkerThread.java:175)

Caused by: org.apache.avro.AvroRuntimeException: Malformed data. Length is negative: -25

    at org.apache.avro.io.BinaryDecoder.doReadBytes(BinaryDecoder.java:336)

    at org.apache.avro.io.BinaryDecoder.readString(BinaryDecoder.java:263)

    at org.apache.avro.io.ResolvingDecoder.readString(ResolvingDecoder.java:201)

    at org.apache.avro.generic.GenericDatumReader.readString(GenericDatumReader.java:422)

    at org.apache.avro.generic.GenericDatumReader.readString(GenericDatumReader.java:414)

    at org.apache.avro.generic.GenericDatumReader.readWithoutConversion(GenericDatumReader.java:181)

    at org.apache.avro.specific.SpecificDatumReader.readField(SpecificDatumReader.java:116)

    at org.apache.avro.generic.GenericDatumReader.readRecord(GenericDatumReader.java:222)

    at org.apache.avro.generic.GenericDatumReader.readWithoutConversion(GenericDatumReader.java:175)

    at org.apache.avro.specific.SpecificDatumReader.readField(SpecificDatumReader.java:116)

    at org.apache.avro.generic.GenericDatumReader.readRecord(GenericDatumReader.java:222)

    at org.apache.avro.generic.GenericDatumReader.readWithoutConversion(GenericDatumReader.java:175)

    at org.apache.avro.generic.GenericDatumReader.read(GenericDatumReader.java:153)

    at org.apache.avro.generic.GenericDatumReader.read(GenericDatumReader.java:145)

    at com.twitter.bijection.avro.BinaryAvroCodec.$anonfun$invert$3(AvroCodecs.scala:332)

    at com.twitter.bijection.Inversion$.$anonfun$attempt$1(Inversion.scala:32)

    at scala.util.Try$.apply(Try.scala:213)

    ... 28 common frames omitted

17:34:07.596 [consumer-akka.actor.default-dispatcher-4] ERROR cloudflow.streamlets.CodecInlet$ - Data decoding error, skipping message

com.twitter.bijection.InversionFailure: Failed to invert: [B@522b512f

    at com.twitter.bijection.InversionFailure$$anonfun$partialFailure$1.applyOrElse(InversionFailure.scala:43)

    at com.twitter.bijection.InversionFailure$$anonfun$partialFailure$1.applyOrElse(InversionFailure.scala:42)

    at scala.runtime.AbstractPartialFunction.apply(AbstractPartialFunction.scala:38)

    at scala.util.Failure.recoverWith(Try.scala:236)

    at com.twitter.bijection.Inversion$.attempt(Inversion.scala:32)

    at com.twitter.bijection.avro.BinaryAvroCodec.invert(AvroCodecs.scala:330)

    at com.twitter.bijection.avro.BinaryAvroCodec.invert(AvroCodecs.scala:320)

    at cloudflow.streamlets.avro.AvroSerde.$anonfun$inverted$1(AvroCodec.scala:39)

    at cloudflow.streamlets.avro.AvroSerde.decode(AvroCodec.scala:44)

    at cloudflow.streamlets.avro.AvroCodec.decode(AvroCodec.scala:34)

    at cloudflow.akkastream.AkkaStreamletContextImpl.$anonfun$sourceWithContext$2(AkkaStreamletContextImpl.scala:141)

    at akka.stream.scaladsl.FlowWithContextOps.$anonfun$map$1(FlowWithContextOps.scala:70)

    at akka.stream.impl.fusing.Map$$anon$1.onPush(Ops.scala:53)

    at akka.stream.impl.fusing.GraphInterpreter.processPush(GraphInterpreter.scala:541)

    at akka.stream.impl.fusing.GraphInterpreter.execute(GraphInterpreter.scala:423)

    at akka.stream.impl.fusing.GraphInterpreterShell.runBatch(ActorGraphInterpreter.scala:625)

    at akka.stream.impl.fusing.GraphInterpreterShell$AsyncInput.execute(ActorGraphInterpreter.scala:502)

    at akka.stream.impl.fusing.GraphInterpreterShell.processEvent(ActorGraphInterpreter.scala:600)

    at akka.stream.impl.fusing.ActorGraphInterpreter.akka$stream$impl$fusing$ActorGraphInterpreter$$processEvent(ActorGraphInterpreter.scala:769)

    at akka.stream.impl.fusing.ActorGraphInterpreter$$anonfun$receive$1.applyOrElse(ActorGraphInterpreter.scala:784)

    at akka.actor.Actor.aroundReceive(Actor.scala:537)

    at akka.actor.Actor.aroundReceive$(Actor.scala:535)

    at akka.stream.impl.fusing.ActorGraphInterpreter.aroundReceive(ActorGraphInterpreter.scala:691)

    at akka.actor.ActorCell.receiveMessage(ActorCell.scala:577)

    at akka.actor.ActorCell.invoke(ActorCell.scala:547)

    at akka.dispatch.Mailbox.processMailbox(Mailbox.scala:270)

    at akka.dispatch.Mailbox.run(Mailbox.scala:231)

    at akka.dispatch.Mailbox.exec(Mailbox.scala:243)

    at java.util.concurrent.ForkJoinTask.doExec(ForkJoinTask.java:289)

    at java.util.concurrent.ForkJoinPool$WorkQueue.runTask(ForkJoinPool.java:1056)

    at java.util.concurrent.ForkJoinPool.runWorker(ForkJoinPool.java:1692)

    at java.util.concurrent.ForkJoinWorkerThread.run(ForkJoinWorkerThread.java:175)

Caused by: org.apache.avro.AvroRuntimeException: Malformed data. Length is negative: -25

    at org.apache.avro.io.BinaryDecoder.doReadBytes(BinaryDecoder.java:336)

    at org.apache.avro.io.BinaryDecoder.readString(BinaryDecoder.java:263)

    at org.apache.avro.io.ResolvingDecoder.readString(ResolvingDecoder.java:201)

    at org.apache.avro.generic.GenericDatumReader.readString(GenericDatumReader.java:422)

    at org.apache.avro.generic.GenericDatumReader.readString(GenericDatumReader.java:414)

    at org.apache.avro.generic.GenericDatumReader.readWithoutConversion(GenericDatumReader.java:181)

    at org.apache.avro.specific.SpecificDatumReader.readField(SpecificDatumReader.java:116)

    at org.apache.avro.generic.GenericDatumReader.readRecord(GenericDatumReader.java:222)

    at org.apache.avro.generic.GenericDatumReader.readWithoutConversion(GenericDatumReader.java:175)

    at org.apache.avro.specific.SpecificDatumReader.readField(SpecificDatumReader.java:116)

    at org.apache.avro.generic.GenericDatumReader.readRecord(GenericDatumReader.java:222)

    at org.apache.avro.generic.GenericDatumReader.readWithoutConversion(GenericDatumReader.java:175)

    at org.apache.avro.generic.GenericDatumReader.read(GenericDatumReader.java:153)

    at org.apache.avro.generic.GenericDatumReader.read(GenericDatumReader.java:145)

    at com.twitter.bijection.avro.BinaryAvroCodec.$anonfun$invert$3(AvroCodecs.scala:332)

    at com.twitter.bijection.Inversion$.$anonfun$attempt$1(Inversion.scala:32)

    at scala.util.Try$.apply(Try.scala:213)

    ... 28 common frames omitted

【问题讨论】:

    标签: scala apache-kafka akka-stream


    【解决方案1】:

    com.twitter.bijection.avro.BinaryAvroCodec 不适用于 Confluent Schema Registry 格式。

    您需要调整 Kafka 客户端的反序列化器设置以使用 Confluent 中合适的 KafkaAvroDeserializer

    【讨论】:

    • 感谢 OneCricketer。是的,最后正在创建 avroDeserializer 。 DEF createAvroDeserializer(schemaregestry:字符串):KafkaAvroDeserializer = {VAL schemaRegistryUrl:字符串= schemaregestry VAL deserializerConfig =地图(AbstractKafkaAvroSerDeConfig.SCHEMA_REGISTRY_URL_CONFIG - > schemaRegistryUrl)VAL kafkaAvroDeserializer =新KafkaAvroDeserializer kafkaAvroDeserializer.configure(deserializerConfig.asJava,假)kafkaAvroDeserializer}`跨度>
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