SpringCloudStreamkafka接收jsonarray字符串失败

文章目录

- 场景现象
- 问题处理

场景现象

kafka作为消息队列，作为前端设备数据到后端消费的渠道，也被多个不同微服务消费
一个服务与前端边缘计算设备建立socket消息，接收实时交通事件推送，再将事件发送到kafka里面。此处使用的是Spring Kafka，普通的将事件列表数据转化为字符串后发送
事件信息，需要入库和实时推送，也需要被第三方服务调用，第三方也采取消费kafka的方式
这个服务，作为kafka的消费者，读取事件数据，发送短信给指定用户，但此处使用的是Spring.cloud.stream，函数式编程，绑定kafka的topic
此服务消费时，加了一些打印。但是事件推送到kafka后，看不到任何日志打印，也没有报错。但是使用kafka命令查看，却已经被该消费者消费掉了
消费的源代码如下：

java 复制代码

    @Bean
    public Consumer<String> boxEventTopicConsumer(HWTrafficEventManager hwTrafficEventManager) {
        log.info("Consumer Received (boxTopic): " + hwTrafficEventManager);
        return value -> {
            log.info("Consumer Received (boxTopic): " + value);
            // todo : do somethings
        };
    }

问题处理

消费某个多分区topic时，发现只有其中一个分区数据有打印，其他都没有，但是查看却发现都消费掉了

2023-09-21 13:45:13.706 INFO 2184 --- [container-0-C-1] c.newatc.data.kafka.KafkaConfiguration : Consumer Received (boxTopic): {"equipmentNo":0,"laneNum":4,"statisticsCycle":60,"time":1695275100110,"vehicleLanes":[{"averageParkingNum":0.5,"averageSpeed":6.1,"lane":1,"laneFlow":2,"maxQueueLength":12,"nonVehicleAverageTravelTime":0.0,"overStopLineFlow":2,"pedestrianAverageTravelTime":0,"vehicleAverageDelay":15.3,"vehicleAverageTravelTime":0.2},{"averageParkingNum":0.0,"averageSpeed":35.7,"lane":2,"laneFlow":1,"maxQueueLength":0,"nonVehicleAverageTravelTime":0.0,"overStopLineFlow":1,"pedestrianAverageTravelTime":0,"vehicleAverageDelay":0.0,"vehicleAverageTravelTime":0.0},{"averageParkingNum":0.0,"averageSpeed":0.0,"lane":3,"laneFlow":3,"maxQueueLength":0,"nonVehicleAverageTravelTime":0.0,"overStopLineFlow":0,"pedestrianAverageTravelTime":0,"vehicleAverageDelay":0.0,"vehicleAverageTravelTime":0.0},{"averageParkingNum":0.0,"averageSpeed":25.4,"lane":4,"laneFlow":1,"maxQueueLength":0,"nonVehicleAverageTravelTime":0.0,"overStopLineFlow":5,"pedestrianAverageTravelTime":0,"vehicleAverageDelay":0.0,"vehicleAverageTravelTime":1.6}]}
最终测试发现，列表转化为jsonarray字符串，无法打印。但是单条数据json字符串却可以
将代码改为String[]后发现报错，代码如下

java 复制代码

    @Bean
    public Consumer<String[]> boxEventTopicConsumer(HWTrafficEventManager hwTrafficEventManager) {
        log.info("Consumer Received (boxTopic): " + hwTrafficEventManager);
        return value -> {
            log.info("Consumer Received (boxTopic): " + value.length);

        };
    }

报错如下：

2023-09-21 11:47:59.684 ERROR 9112 --- [container-0-C-1] o.s.kafka.listener.DefaultErrorHandler : Backoff none exhausted for boxTopic-3@29941

org.springframework.kafka.listener.ListenerExecutionFailedException: Listener failed; nested exception is org.springframework.messaging.converter.MessageConversionException: Could not read JSON: Cannot deserialize value of type [Ljava.lang.String; from Object value (token JsonToken.START_OBJECT)
at [Source: (byte[])"[{"equipmentNo":0,"eventCode":8,"eventType":1,"laneTurn":0,"relationNo":1,"time":1695267981221}]"; line: 1, column: 2] (through reference chain: java.lang.Object[][0]); nested exception is com.fasterxml.jackson.databind.exc.MismatchedInputException: Cannot deserialize value of type [Ljava.lang.String; from Object value (token JsonToken.START_OBJECT)
at [Source: (byte[])"[{"equipmentNo":0,"eventCode":8,"eventType":1,"laneTurn":0,"relationNo":1,"time":1695267981221}]"; line: 1, column: 2] (through reference chain: java.lang.Object[][0]), failedMessage=GenericMessage [payload=byte[96], headers={kafka_offset=29941, kafka_consumer=org.apache.kafka.clients.consumer.KafkaConsumer@3c31888e, deliveryAttempt=3, kafka_timestampType=CREATE_TIME, kafka_receivedPartitionId=3, kafka_receivedMessageKey=[B@3fcf7bd1, kafka_receivedTopic=boxTopic, kafka_receivedTimestamp=1695267871945, contentType=application/json, kafka_groupId=data-center}]
at org.springframework.kafka.listener.KafkaMessageListenerContainer $ListenerConsumer.decorateException(KafkaMessageListenerContainer.java:2683) at org.springframework.kafka.listener.KafkaMessageListenerContainer$ ListenerConsumer.doInvokeOnMessage(KafkaMessageListenerContainer.java:2649)
at org.springframework.kafka.listener.KafkaMessageListenerContainer $ListenerConsumer.invokeOnMessage(KafkaMessageListenerContainer.java:2609) at org.springframework.kafka.listener.KafkaMessageListenerContainer$ ListenerConsumer.doInvokeRecordListener(KafkaMessageListenerContainer.java:2536)
at org.springframework.kafka.listener.KafkaMessageListenerContainer $ListenerConsumer.doInvokeWithRecords(KafkaMessageListenerContainer.java:2427) at org.springframework.kafka.listener.KafkaMessageListenerContainer$ ListenerConsumer.invokeRecordListener(KafkaMessageListenerContainer.java:2305)
at org.springframework.kafka.listener.KafkaMessageListenerContainer $ListenerConsumer.invokeListener(KafkaMessageListenerContainer.java:1979) at org.springframework.kafka.listener.KafkaMessageListenerContainer$ ListenerConsumer.invokeIfHaveRecords(KafkaMessageListenerContainer.java:1364)
at org.springframework.kafka.listener.KafkaMessageListenerContainer $ListenerConsumer.pollAndInvoke(KafkaMessageListenerContainer.java:1355) at org.springframework.kafka.listener.KafkaMessageListenerContainer$ ListenerConsumer.run(KafkaMessageListenerContainer.java:1247)
at java.base/java.util.concurrent.Executors $RunnableAdapter.call(Executors.java:515) at java.base/java.util.concurrent.FutureTask.run$ $$capture(FutureTask.java:264)
at java.base/java.util.concurrent.FutureTask.run(FutureTask.java)
at java.base/java.lang.Thread.run(Thread.java:834)
Caused by: org.springframework.messaging.converter.MessageConversionException: Could not read JSON: Cannot deserialize value of type [Ljava.lang.String; from Object value (token JsonToken.START_OBJECT)
at [Source: (byte[])"[{"equipmentNo":0,"eventCode":8,"eventType":1,"laneTurn":0,"relationNo":1,"time":1695267981221}]"; line: 1, column: 2] (through reference chain: java.lang.Object[][0]); nested exception is com.fasterxml.jackson.databind.exc.MismatchedInputException: Cannot deserialize value of type [Ljava.lang.String; from Object value (token JsonToken.START_OBJECT)
at [Source: (byte[])"[{"equipmentNo":0,"eventCode":8,"eventType":1,"laneTurn":0,"relationNo":1,"time":1695267981221}]"; line: 1, column: 2] (through reference chain: java.lang.Object[][0])
at org.springframework.messaging.converter.MappingJackson2MessageConverter.convertFromInternal(MappingJackson2MessageConverter.java:237)
at org.springframework.cloud.stream.converter.ApplicationJsonMessageMarshallingConverter.convertFromInternal(ApplicationJsonMessageMarshallingConverter.java:113)
at org.springframework.messaging.converter.AbstractMessageConverter.fromMessage(AbstractMessageConverter.java:185)
at org.springframework.messaging.converter.AbstractMessageConverter.fromMessage(AbstractMessageConverter.java:176)
at org.springframework.cloud.function.context.config.SmartCompositeMessageConverter.fromMessage(SmartCompositeMessageConverter.java:48)
at org.springframework.cloud.function.context.catalog.SimpleFunctionRegistry $FunctionInvocationWrapper.convertInputMessageIfNecessary(SimpleFunctionRegistry.java:1282) at org.springframework.cloud.function.context.catalog.SimpleFunctionRegistry$ FunctionInvocationWrapper.convertInputIfNecessary(SimpleFunctionRegistry.java:1057)
at org.springframework.cloud.function.context.catalog.SimpleFunctionRegistry $FunctionInvocationWrapper.doApply(SimpleFunctionRegistry.java:696) at org.springframework.cloud.function.context.catalog.SimpleFunctionRegistry$ FunctionInvocationWrapper.apply(SimpleFunctionRegistry.java:551)
at org.springframework.cloud.stream.function.PartitionAwareFunctionWrapper.apply(PartitionAwareFunctionWrapper.java:84)
at org.springframework.cloud.stream.function.FunctionConfiguration $FunctionWrapper.apply(FunctionConfiguration.java:754) at org.springframework.cloud.stream.function.FunctionConfiguration$ FunctionToDestinationBinder$1.handleMessageInternal(FunctionConfiguration.java:586)
at org.springframework.integration.handler.AbstractMessageHandler.handleMessage(AbstractMessageHandler.java:56)
at org.springframework.integration.dispatcher.AbstractDispatcher.tryOptimizedDispatch(AbstractDispatcher.java:115)
at org.springframework.integration.dispatcher.UnicastingDispatcher.doDispatch(UnicastingDispatcher.java:133)
at org.springframework.integration.dispatcher.UnicastingDispatcher.dispatch(UnicastingDispatcher.java:106)
at org.springframework.integration.channel.AbstractSubscribableChannel.doSend(AbstractSubscribableChannel.java:72)
at org.springframework.integration.channel.AbstractMessageChannel.send(AbstractMessageChannel.java:317)
at org.springframework.integration.channel.AbstractMessageChannel.send(AbstractMessageChannel.java:272)
at org.springframework.messaging.core.GenericMessagingTemplate.doSend(GenericMessagingTemplate.java:187)
at org.springframework.messaging.core.GenericMessagingTemplate.doSend(GenericMessagingTemplate.java:166)
at org.springframework.messaging.core.GenericMessagingTemplate.doSend(GenericMessagingTemplate.java:47)
at org.springframework.messaging.core.AbstractMessageSendingTemplate.send(AbstractMessageSendingTemplate.java:109)
at org.springframework.integration.endpoint.MessageProducerSupport.sendMessage(MessageProducerSupport.java:216)
at org.springframework.integration.kafka.inbound.KafkaMessageDrivenChannelAdapter.sendMessageIfAny(KafkaMessageDrivenChannelAdapter.java:397)
at org.springframework.integration.kafka.inbound.KafkaMessageDrivenChannelAdapter.access $300(KafkaMessageDrivenChannelAdapter.java:83) at org.springframework.integration.kafka.inbound.KafkaMessageDrivenChannelAdapter$ IntegrationRecordMessageListener.onMessage(KafkaMessageDrivenChannelAdapter.java:454)
at org.springframework.integration.kafka.inbound.KafkaMessageDrivenChannelAdapter $IntegrationRecordMessageListener.onMessage(KafkaMessageDrivenChannelAdapter.java:428) at org.springframework.kafka.listener.adapter.RetryingMessageListenerAdapter.lambda$ onMessage $0(RetryingMessageListenerAdapter.java:125) at org.springframework.retry.support.RetryTemplate.doExecute(RetryTemplate.java:329) at org.springframework.retry.support.RetryTemplate.execute(RetryTemplate.java:255) at org.springframework.kafka.listener.adapter.RetryingMessageListenerAdapter.onMessage(RetryingMessageListenerAdapter.java:119) at org.springframework.kafka.listener.adapter.RetryingMessageListenerAdapter.onMessage(RetryingMessageListenerAdapter.java:42) at org.springframework.kafka.listener.KafkaMessageListenerContainer$ ListenerConsumer.doInvokeOnMessage(KafkaMessageListenerContainer.java:2629)
... 12 common frames omitted
Caused by: com.fasterxml.jackson.databind.exc.MismatchedInputException: Cannot deserialize value of type [Ljava.lang.String; from Object value (token JsonToken.START_OBJECT)
at [Source: (byte[])"[{"equipmentNo":0,"eventCode":8,"eventType":1,"laneTurn":0,"relationNo":1,"time":1695267981221}]"; line: 1, column: 2] (through reference chain: java.lang.Object[][0])
at com.fasterxml.jackson.databind.exc.MismatchedInputException.from(MismatchedInputException.java:59)
at com.fasterxml.jackson.databind.DeserializationContext.reportInputMismatch(DeserializationContext.java:1741)
at com.fasterxml.jackson.databind.DeserializationContext.handleUnexpectedToken(DeserializationContext.java:1515)
at com.fasterxml.jackson.databind.DeserializationContext.handleUnexpectedToken(DeserializationContext.java:1420)
at com.fasterxml.jackson.databind.DeserializationContext.extractScalarFromObject(DeserializationContext.java:932)
at com.fasterxml.jackson.databind.deser.std.StdDeserializer._parseString(StdDeserializer.java:1292)
at com.fasterxml.jackson.databind.deser.std.StringArrayDeserializer.deserialize(StringArrayDeserializer.java:166)
at com.fasterxml.jackson.databind.deser.std.StringArrayDeserializer.deserialize(StringArrayDeserializer.java:25)
at com.fasterxml.jackson.databind.deser.DefaultDeserializationContext.readRootValue(DefaultDeserializationContext.java:322)
at com.fasterxml.jackson.databind.ObjectMapper._readMapAndClose(ObjectMapper.java:4674)
at com.fasterxml.jackson.databind.ObjectMapper.readValue(ObjectMapper.java:3723)
at org.springframework.messaging.converter.MappingJackson2MessageConverter.convertFromInternal(MappingJackson2MessageConverter.java:223)
... 45 common frames omitted
通过日志可以看出，是在接收数据的解析时发生了问题，jsonarray的字符串无法接受解析
在消息发生时，在正常消息后面，加一个"-"，可以正常接收了，就是解析时需要先删掉尾字符再转json
后面又发现，如果是作为字符接收，再转为字符串，是可以的