有flink cdc连接tidb的datastream代码?

哪位大佬有flink cdc连接tidb的datastream代码?

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真的很搞笑 2023-08-28 15:25:40 116 分享 版权
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  • import org.apache.flink.api.common.functions.MapFunction;
    import org.apache.flink.api.common.serialization.SimpleStringSchema;
    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.table.api.EnvironmentSettings;
    import org.apache.flink.table.api.Table;
    import org.apache.flink.table.api.bridge.java.StreamTableEnvironment;

    public class FlinkCDCExample {
    public static void main(String[] args) throws Exception {
    // 设置执行环境
    StreamExecutionEnvironment env = StreamExecutionEnvironment.getExecutionEnvironment();
    EnvironmentSettings settings = EnvironmentSettings.newInstance().useBlinkPlanner().inStreamingMode().build();
    StreamTableEnvironment tEnv = StreamTableEnvironment.create(env, settings);

        // 创建 Kafka 数据源
        String kafkaBootstrapServers = "localhost:9092";
        String kafkaTopic = "my_topic";
        FlinkKafkaConsumer<String> kafkaConsumer = new FlinkKafkaConsumer<>(kafkaTopic, new SimpleStringSchema(), kafkaProperties);
        DataStream<String> kafkaStream = env.addSource(kafkaConsumer);
    
        // 连接 TiDB CDC
        Table cdcTable = tEnv.fromDataStream(kafkaStream, "message");
        tEnv.createTemporaryView("cdc_table", cdcTable);
    
        // 执行 SQL 查询
        Table resultTable = tEnv.sqlQuery("SELECT message FROM cdc_table WHERE message LIKE '%keyword%'");
    
        // 输出结果
        DataStream<String> resultStream = tEnv.toAppendStream(resultTable, String.class);
        resultStream.map(new MapFunction<String, String>() {
            @Override
            public String map(String value) throws Exception {
                return "Result: " + value;
            }
        }).print();
    
        // 执行任务
        env.execute("Flink CDC Example");
    }
    

    }

    2023-09-13 11:21:51
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