基于canal实现MySQL作为主库的ES与MySQL数据同步
以下是一个简化版的示例代码,展示了如何使用Canal来同步MySQL数据到Elasticsearch。
import com.alibaba.otter.canal.client.CanalConnector;
import com.alibaba.otter.canal.client.CanalConnectors;
import com.alibaba.otter.canal.protocol.Message;
import com.alibaba.otter.canal.protocol.CanalEntry;
import org.elasticsearch.action.index.IndexRequest;
import org.elasticsearch.client.RequestOptions;
import org.elasticsearch.client.RestHighLevelClient;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
public class MySQL2ESSync {
private static final Logger logger = LoggerFactory.getLogger(MySQL2ESSync.class);
public static void main(String args[]) {
// 连接Canal服务
CanalConnector connector = CanalConnectors.newSingleConnector(
new InetSocketAddress(AddressUtils.getHostIp(),
11111), "example", "", "");
// 连接Elasticsearch客户端
RestHighLevelClient client = new RestHighLevelClient(...);
try {
connector.connect();
connector.subscribe(".*\\..*");
connector.rollback();
while (true) {
Message message = connector.getWithoutAck(1024); // 获取指定数量的数据
long batchId = message.getId();
if (batchId == -1 || message.getEntries().isEmpty()) {
Thread.sleep(1000);
} else {
dataHandler(message, client);
connector.ack(batchId); // 确认消息消费成功
}
}
} catch (Exception e) {
logger.error("同步数据出错", e);
} finally {
try {
if (connector != null) {
connector.disconnect();
}
if (client != null) {
client.close();
}
} catch (Exception e) {
logger.error("关闭连接出错", e);
}
}
}
private static void dataHandler(Message message, RestHighLevelClient client) throws Exception {
for (CanalEntry.Entry entry : message.getEntries()) {
if (entry.getEntryType() == CanalEntry.EntryType.ROWDATA) {
CanalEntry.RowCha
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