flinksql读取kafka数据
时间: 2023-09-05 15:09:34 浏览: 132
flink 实现将kafka的数据读取出来,并经过xml配置和重写算子方式实现数据处理
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您可以使用 Flink SQL 通过 Kafka Connector 读取 Kafka 数据。以下是一个示例代码片段,示了如何在 Flink SQL 中读取 Kafka 数据:
```java
import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment;import org.apache.flink.table.api.bridge.java.StreamTableEnvironment;
import org.apache.flink.table.api.EnvironmentSettings;
public class FlinkSQLKafkaReader {
public static void main(String[] args) throws Exception {
// 创建流式执行环境
StreamExecutionEnvironment env = StreamExecutionEnvironment.getExecutionEnvironment();
env.setParallelism(1);
// 创建流式表环境
EnvironmentSettings settings = EnvironmentSettings.newInstance()
.inStreamingMode()
.build();
StreamTableEnvironment tEnv = StreamTableEnvironment.create(env, settings);
// 定义 Kafka 连接器相关属性
String kafkaBootstrapServers = "localhost:9092";
String groupId = "flink-sql-kafka-reader";
String topic = "your-topic";
// 在表环境中注册 Kafka 连接器
tEnv.executeSql("CREATE TABLE kafka_table (\n" +
" `key` STRING,\n" +
" `value` STRING,\n" +
" `timestamp` TIMESTAMP(3),\n" +
" WATERMARK FOR `timestamp` AS `timestamp` - INTERVAL '5' SECOND\n" +
") WITH (\n" +
" 'connector' = 'kafka',\n" +
" 'topic' = '" + topic + "',\n"
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