Canal实现Mysql数据同步至Redis、Elasticsearch

以下是一个简化的示例，展示如何使用Canal将MySQL数据变化同步到Redis和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 redis.clients.jedis.Jedis;
import org.elasticsearch.client.RestHighLevelClient;
 
public class CanalSyncExample {
 
    public static void main(String args[]) {
        // 连接Canal服务器
        CanalConnector connector = CanalConnectors.newSingleConnector(
                new InetSocketAddress(AddressUtils.getHostIp(),
                11111), "example", "", "");
 
        int batchSize = 1000;
        try {
            connector.connect();
            connector.subscribe(".*\\..*");
            connector.rollback();
            while (true) {
                Message message = connector.getWithoutAck(batchSize); // 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, redis, elasticsearchClient);
                    connector.ack(batchId); // 确认消息消费成功
                }
            }
        } catch (Exception e) {
            e.printStackTrace();
        } finally {
            connector.disconnect();
        }
    }
 
    public static void dataHandler(Message message, Jedis redis, RestHighLevelClient elasticsearchClient) {
        for (CanalEntry.Entry entry : message.getEntries()) {
            if (entry.getEntryType() == CanalEntry.EntryType.ROWDATA) {
                CanalEntry.RowChange rowChage = CanalEntry.RowChange.parseFrom(entry.getStoreValue());
                for (CanalEntry.RowData rowData : rowChage.getRowDatasList()) {
                    if (rowData.getAction() == CanalEntry.EventType.INSERT 
                        || rowData.getAction() == CanalEntry.EventType.UPDATE 
                        || rowData.getAction() == CanalEntry.EventType.DELETE) {
                        // 根据rowData处理Redis和Elasticsearch的数据同步
                        syncDataToRedis(rowData, redis);
                        syncDataToElasticsearch(rowData, elasticsearchClient);