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

相关内容

热门资讯

记者揭秘!智星菠萝辅助(透视辅... 记者揭秘!智星菠萝辅助(透视辅助)拱趴大菠萝辅助神器,扑克教程(有挂细节);模式供您选择,了解更新找...
一分钟揭秘!约局吧能能开挂(透... 一分钟揭秘!约局吧能能开挂(透视辅助)hhpoker辅助靠谱,2024新版教程(有挂教学);约局吧能...
透视辅助!wepoker模拟器... 透视辅助!wepoker模拟器哪个好用(脚本)hhpoker辅助挂是真的,科技教程(有挂技巧);囊括...
透视代打!hhpkoer辅助器... 透视代打!hhpkoer辅助器视频(辅助挂)pokemmo脚本辅助,2024新版教程(有挂教程);风...
透视了解!约局吧德州真的有透视... 透视了解!约局吧德州真的有透视挂(透视脚本)德州局HHpoker透视脚本,必胜教程(有挂分析);亲,...
六分钟了解!wepoker挂底... 六分钟了解!wepoker挂底牌(透视)德普之星开辅助,详细教程(有挂解密);德普之星开辅助是一种具...
9分钟了解!wpk私人辅助(透... 9分钟了解!wpk私人辅助(透视)hhpoker德州透视,插件教程(有挂教学);风靡全球的特色经典游...
推荐一款!wepoker究竟有... 推荐一款!wepoker究竟有透视(脚本)哈糖大菠萝开挂,介绍教程(有挂技术);囊括全国各种wepo...
每日必备!wepoker有人用... 每日必备!wepoker有人用过(脚本)wpk有那种辅助,线上教程(有挂规律);wepoker有人用...
玩家必备教程!wejoker私... 玩家必备教程!wejoker私人辅助软件(脚本)哈糖大菠萝可以开挂,可靠技巧(有挂神器)申哈糖大菠萝...