ApacheFlink在序列化POJO类时出现KryoException错误
创始人
2024-09-05 20:00:41
0

出现此错误的原因是因为Kryo序列化在处理POJO类时遇到了无法序列化的字段或方法。解决此问题,需要在POJO类中使用注释将无需序列化的字段或方法排除在序列化范围之外。

以下是一个示例,演示如何在POJO类中使用注释来处理此问题:

import org.apache.flink.api.common.functions.MapFunction;
import org.apache.flink.api.common.serialization.SerializationSchema;
import org.apache.flink.api.java.functions.FunctionAnnotation.ForwardedFields;
import org.apache.flink.api.java.tuple.Tuple3;
import org.apache.flink.api.java.typeutils.runtime.kryo.Serializers;
import org.apache.flink.shaded.jackson2.com.fasterxml.jackson.databind.ObjectMapper;
import org.apache.flink.streaming.api.datastream.DataStream;
import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment;
import org.apache.flink.streaming.connectors.kafka.FlinkKafkaConsumer;
import org.apache.flink.streaming.connectors.kafka.FlinkKafkaProducer;
import org.apache.flink.streaming.util.serialization.KeyedSerializationSchema;

import java.util.Properties;

public class MyApp {

    public static void main(String[] args) throws Exception {

        final StreamExecutionEnvironment env = StreamExecutionEnvironment.getExecutionEnvironment();
        env.setParallelism(1);

        Properties props = new Properties();
        props.setProperty("bootstrap.servers", "localhost:9092");
        props.setProperty("group.id", "test");

        DataStream stream = env
                .addSource(new FlinkKafkaConsumer<>("my-topic", new CustomDeserializationSchema(), props));

        DataStream outputStream = stream
                .map(new CustomMapFunction())
                .keyBy(tuple -> tuple.f0)
                .addSink(new FlinkKafkaProducer<>("my-other-topic", new CustomSerializationSchema("my-other-topic"), props));

        env.execute("MyApp");
    }

    private static class CustomDeserializationSchema implements DeserializationSchema {
        private static final long serialVersionUID = 1L;
        private final ObjectMapper objectMapper = new ObjectMapper();
        @Override
        public String deserialize(byte[] message) throws IOException {
            return objectMapper.readValue(message, String.class);
        }
    }

    private static class CustomMapFunction

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