flink通过cdc连接到tidb的代码
时间: 2023-09-15 21:19:09 浏览: 168
以下是连接 Flink 到 TiDB 使用 CDC 的代码示例:
```java
import org.apache.flink.api.common.typeinfo.TypeInformation;
import org.apache.flink.api.java.typeutils.RowTypeInfo;
import org.apache.flink.connector.jdbc.JdbcConnectionOptions;
import org.apache.flink.connector.jdbc.JdbcSink;
import org.apache.flink.connector.jdbc.JdbcStatementBuilder;
import org.apache.flink.connector.jdbc.cdc.JdbcCDCOptions;
import org.apache.flink.connector.jdbc.cdc.JdbcSource;
import org.apache.flink.connector.jdbc.cdc.JdbcSourceBuilder;
import org.apache.flink.connector.jdbc.cdc.JdbcSplit;
import org.apache.flink.connector.jdbc.cdc.TableId;
import org.apache.flink.streaming.api.datastream.DataStream;
import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment;
import org.apache.flink.streaming.api.functions.sink.SinkFunction;
import org.apache.flink.types.Row;
import java.sql.Types;
import java.util.Properties;
public class TiDBCDCExample {
public static void main(String[] args) throws Exception {
final StreamExecutionEnvironment env = StreamExecutionEnvironment.getExecutionEnvironment();
Properties properties = new Properties();
properties.setProperty(JdbcConnectionOptions.URL.key(), "jdbc:mysql://tidb_ip:tidb_port/test");
properties.setProperty(JdbcConnectionOptions.USERNAME.key(), "tidb_username");
properties.setProperty(JdbcConnectionOptions.PASSWORD.key(), "tidb_password");
JdbcCDCOptions cdcOptions = JdbcCDCOptions.builder()
.setDatabaseList("test")
.setTableList("test.user")
.setServerTimeZone("Asia/Shanghai")
.setParallelism(1)
.build();
TableId tableId = TableId.forDatabaseTable("test", "user");
JdbcSourceBuilder sourceBuilder = JdbcSource.builder()
.setOptions(properties)
.setTableId(tableId)
.setCDCOptions(cdcOptions);
DataStream<Row> sourceStream = env.addSource(sourceBuilder.build());
TypeInformation<Row> rowTypeInformation = new RowTypeInfo(Types.INTEGER, Types.VARCHAR, Types.INTEGER);
SinkFunction<Row> sinkFunction = JdbcSink.sink(
"INSERT INTO test.user_copy (id, name, age) VALUES (?, ?, ?)",
new JdbcStatementBuilder<Row>() {
@Override
public void accept(PreparedStatement preparedStatement, Row row) throws SQLException {
preparedStatement.setInt(1, (Integer) row.getField(0));
preparedStatement.setString(2, (String) row.getField(1));
preparedStatement.setInt(3, (Integer) row.getField(2));
}
},
JdbcExecutionOptions.builder()
.withBatchSize(1000)
.withMaxRetries(5)
.build(),
new JdbcConnectionOptions.JdbcConnectionOptionsBuilder()
.withUrl("jdbc:mysql://tidb_ip:tidb_port/test")
.withDriverName("com.mysql.jdbc.Driver")
.withUsername("tidb_username")
.withPassword("tidb_password")
.build()
);
sourceStream.addSink(sinkFunction);
env.execute("TiDB CDC Example");
}
}
```
上面的代码示例中,我们首先定义了 TiDB 的连接信息和 CDC 配置,然后使用 `JdbcSourceBuilder` 构建了一个 CDC 的数据源。接着,我们定义了目标表的结构和插入语句,并使用 `JdbcSink` 将数据流写入到 TiDB 中。最后,将数据源和目标数据表连接起来,执行 Flink 作业即可。
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