Apache Paimon 使用 MySQL CDC 获取数据
Apache Paimon 是一个用于处理数据库变更数据捕获(CDC)的系统。以下是一个简单的示例,展示如何使用 Apache Paimon 和 MySQL CDC 来获取数据库中的变更。
首先,确保你的 MySQL 数据库支持并开启了 binlog。
然后,在 Maven 的 pom.xml
文件中添加 Apache Paimon 和相关依赖:
<dependencies>
<!-- Apache Paimon 依赖 -->
<dependency>
<groupId>org.apache.paimon</groupId>
<artifactId>paimon-flink-sql-connector-mysql-cdc</artifactId>
<version>你的版本号</version>
</dependency>
<!-- Flink 依赖 -->
<dependency>
<groupId>org.apache.flink</groupId>
<artifactId>flink-java</artifactId>
<version>你的Flink版本号</version>
</dependency>
<dependency>
<groupId>org.apache.flink</groupId>
<artifactId>flink-streaming-java_2.11</artifactId>
<version>你的Flink版本号</version>
</dependency>
<dependency>
<groupId>org.apache.flink</groupId>
<artifactId>flink-table-api-java-bridge_2.11</artifactId>
<version>你的Flink版本号</version>
</dependency>
<!-- 更多 Flink 相关依赖 -->
</dependencies>
接下来,使用 Apache Paimon 和 Flink 的 Table API 来读取 MySQL 的 CDC 数据:
import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment;
import org.apache.flink.table.api.bridge.java.StreamTableEnvironment;
import org.apache.flink.table.api.*;
public class MySQLCDCExample {
public static void main(String[] args) throws Exception {
StreamExecutionEnvironment env = StreamExecutionEnvironment.getExecutionEnvironment();
StreamTableEnvironment tableEnv = StreamTableEnvironment.create(env);
String sourceDDL = "" +
"CREATE TABLE source_table (" +
" id INT," +
" name STRING," +
" pts INT," +
" PRIMARY KEY (id) NOT ENFORCED" +
") WITH (" +
" 'connector' = 'mysql-cdc'," +
" 'hostname' = 'your_mysql_host'," +
" 'port' = '3306'," +
" 'username' = 'your_username'," +
" 'password' = 'your_password'," +
" 'database-name' = 'your_database_name'," +
" 'table-name' = 'your_table_name'" +
")";
tableEnv.executeSql(sourceDDL);
TableResult tableResult = tableEnv.executeSql("SELECT id, name, pts FROM source_table");
tableResult.print();
env.execute("MySQL CDC Example");
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