SpringBoot集成Flink-CDC,实现对数据库数据的监听
为了使用Spring Boot集成Apache Flink CDC来监听数据库变更,你需要按照以下步骤操作:
- 在
pom.xml
中添加Flink CDC和MySQL Connector的依赖。 - 配置Flink环境和CDC源。
- 创建Flink作业来处理数据库变更事件。
以下是一个简化的代码示例:
pom.xml
依赖添加(以Maven项目为例):
<dependencies>
<!-- Flink dependencies -->
<dependency>
<groupId>org.apache.flink</groupId>
<artifactId>flink-java</artifactId>
<version>${flink.version}</version>
</dependency>
<dependency>
<groupId>org.apache.flink</groupId>
<artifactId>flink-stream-java</artifactId>
<version>${flink.version}</version>
</dependency>
<!-- Flink CDC for MySQL connector -->
<dependency>
<groupId>com.ververica</groupId>
<artifactId>flink-connector-mysql-cdc</artifactId>
<version>${flink-cdc-connector.version}</version>
</dependency>
<!-- MySQL Connector dependency -->
<dependency>
<groupId>mysql</groupId>
<artifactId>mysql-connector-java</artifactId>
<version>${mysql.connector.version}</version>
</dependency>
</dependencies>
Flink作业配置和代码示例:
import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment;
import com.ververica.cdc.connectors.mysql.source.MySqlSource;
import com.ververica.cdc.debezium.StringDebeziumDeserializationSchema;
public class FlinkCDCExample {
public static void main(String[] args) throws Exception {
StreamExecutionEnvironment env = StreamExecutionEnvironment.getExecutionEnvironment();
MySqlSource<String> mySqlSource = MySqlSource.<String>builder()
.hostname("your-db-host")
.port(3306)
.databaseList("your-database") // set captured database
.tableList("your-database.your-table") // set captured table
.username("your-username")
.password("your-password")
.deserializer(new StringDebeziumDeserializationSchema()) // converts the binlog into String format
.build();
env
.addSource(mySqlSource)
.print(); // print the captured data for now, you can replace this with your custom processing logic
env.execute("Flink CDC MySQL Job");
}
}
确保替换your-db-host
, 3306
, your-database
, your-table
, your-username
, 和 your-password
为你的数据库实际信息。
以上代码创建了一个简单的Flink作业,它会监听指定的MySQL表的变更并打印出来。你可以根据需要扩展这个作业来进行更复杂的处理。
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