Question

我正在尝试用于学习kafka流的wordcount示例。以下是使用的代码。我从项目中创建了一个胖jar，并开始向主题word-count-input1生成消息，并从word-count-output1获取输出。但是，当我运行胖罐时，看到异常 - org.apache.kafka.streams.errors.StreamsException: Failed to deserialize value for record.

    Properties properties = new Properties();

    properties.put(StreamsConfig.APPLICATION_ID_CONFIG,"word-count-example");
    properties.put(StreamsConfig.BOOTSTRAP_SERVERS_CONFIG,"127.0.0.1:9092");
    properties.put(ConsumerConfig.AUTO_OFFSET_RESET_CONFIG,"earliest");
    properties.put(StreamsConfig.DEFAULT_KEY_SERDE_CLASS_CONFIG, Serdes.String().getClass());
    properties.put(StreamsConfig.DEFAULT_VALUE_SERDE_CLASS_CONFIG, Serdes.Long().getClass());

    KStreamBuilder builder = new KStreamBuilder();

    // 1. Stream from kafka

    KStream<String,String> wordcountInput = builder.stream("word-count-input1");

    // 2. map values to lower case

   KTable<String, Long> wordcount = wordcountInput.mapValues(value -> value.toLowerCase())

                                   // 3. split by space on values
                                    .flatMapValues(value -> Arrays.asList(value.split(" ")))

                                   // 4. Create  a key to apply a key, so the word itself is a key

                                    .selectKey((ignoredKey,words) -> words)

                                    // 5. Group it by key

                                    .groupByKey()

                                    // 6. count occurences, add a column name - counts

                                    .count("counts");

   // Since the StreamsConfig was set to String and String, its mandatory to specify the Serdes o/p which is String and Long in our case
    wordcount.to(Serdes.String(),Serdes.Long(),"word-count-output1");

    KafkaStreams streams = new KafkaStreams(builder, properties);
    streams.start();
    System.out.println("Topology is " + streams.toString());

例外：

INFO stream-thread [word-count-example-052c3c3e-8dfd-40e7-8b5b-7ee06e3af96a-StreamThread-1] Shutting down (org.apache.kafka.streams.processor.internals.StreamThread:1040)
INFO Closing the Kafka producer with timeoutMillis = 9223372036854775807 ms. (org.apache.kafka.clients.producer.KafkaProducer:972)
INFO stream-thread [word-count-example-052c3c3e-8dfd-40e7-8b5b-7ee06e3af96a-StreamThread-1] Removing all active tasks [0_0, 1_0, 0_1, 1_1, 0_2, 1_2] (org.apache.kafka.streams.processor.internals.StreamThread:1407)
INFO stream-thread [word-count-example-052c3c3e-8dfd-40e7-8b5b-7ee06e3af96a-StreamThread-1] Removing all standby tasks [] (org.apache.kafka.streams.processor.internals.StreamThread:1421)
INFO stream-thread [word-count-example-052c3c3e-8dfd-40e7-8b5b-7ee06e3af96a-StreamThread-1] Stream thread shutdown complete (org.apache.kafka.streams.processor.internals.StreamThread:1072)
WARN stream-thread [word-count-example-052c3c3e-8dfd-40e7-8b5b-7ee06e3af96a-StreamThread-1] Unexpected state transition from RUNNING to DEAD. (org.apache.kafka.streams.processor.internals.StreamThread:978)
Exception in thread "word-count-example-052c3c3e-8dfd-40e7-8b5b-7ee06e3af96a-StreamThread-1" org.apache.kafka.streams.errors.StreamsException: Failed to deserialize value for record. topic=word-count-input1, partition=0, offset=0
        at org.apache.kafka.streams.processor.internals.SourceNodeRecordDeserializer.deserialize(SourceNodeRecordDeserializer.java:46)
        at org.apache.kafka.streams.processor.internals.RecordQueue.addRawRecords(RecordQueue.java:84)
        at org.apache.kafka.streams.processor.internals.PartitionGroup.addRawRecords(PartitionGroup.java:117)
        at org.apache.kafka.streams.processor.internals.StreamTask.addRecords(StreamTask.java:464)
        at org.apache.kafka.streams.processor.internals.StreamThread.addRecordsToTasks(StreamThread.java:650)
        at org.apache.kafka.streams.processor.internals.StreamThread.runLoop(StreamThread.java:556)
        at org.apache.kafka.streams.processor.internals.StreamThread.run(StreamThread.java:527)
Caused by: org.apache.kafka.common.errors.SerializationException: Size of data received by LongDeserializer is not 8
INFO stream-client [word-count-example-052c3c3e-8dfd-40e7-8b5b-7ee06e3af96a] State transition from RUNNING to PENDING_SHUTDOWN. (org.apache.kafka.streams.KafkaStreams:229)
INFO stream-thread [word-count-example-052c3c3e-8dfd-40e7-8b5b-7ee06e3af96a-StreamThread-1] Informed thread to shut down (org.apache.kafka.streams.processor.internals.StreamThread:900)
WARN stream-thread [word-count-example-052c3c3e-8dfd-40e7-8b5b-7ee06e3af96a-StreamThread-1] Unexpected state transition from DEAD to PENDING_SHUTDOWN. (org.apache.kafka.streams.processor.internals.StreamThread:978)
INFO stream-client [word-count-example-052c3c3e-8dfd-40e7-8b5b-7ee06e3af96a] Stopped Kafka Streams process. (org.apache.kafka.streams.KafkaStreams:514)
INFO stream-client [word-count-example-052c3c3e-8dfd-40e7-8b5b-7ee06e3af96a] State transition from PENDING_SHUTDOWN to NOT_RUNNING. (org.apache.kafka.streams.KafkaStreams:229)

安装程序是在Linux VM上运行zookeeper和3个代理。有人可以建议吗？

Answer 1

您确实为“VALUE_DESERIALIZER”指定了LongDeserializer？实际错误是：

Caused by: org.apache.kafka.common.errors.SerializationException: Size of data received by LongDeserializer is not 8

看来，你的值不是8字节长的值。我假设，您的值实际上是输入主题的字符串？因此，您需要指定与您的数据匹配的正确解串器。

Answer 2

将Ktable更改为此应解决此问题：

KTable<String, Long> wordcount = source
                .flatMapValues(new ValueMapper<String, Iterable<String>>() {
                    @Override
                    public Iterable<String> apply(String value) {
                        return Arrays.asList(value.toLowerCase(Locale.getDefault()).split(" "));
                    }
                })
                .groupBy(new KeyValueMapper<String, String, String>() {
                    @Override
                    public String apply(String key, String value) {
                        return value;
                    }
                })
                .count("Counts");

运行胖卡夫卡流时的例外情况

2 个答案: