使用canal同步mysql数据到es

安装方法与简单示例

文档地址：https://github.com/alibaba/canal

canal client demo：

package com.canalclient.process;

import com.alibaba.fastjson.JSON;
import com.alibaba.fastjson.JSONObject;
import com.alibaba.otter.canal.client.CanalConnector;
import com.alibaba.otter.canal.client.CanalConnectors;
import com.alibaba.otter.canal.protocol.CanalEntry.*;
import com.alibaba.otter.canal.protocol.Message;
import com.canalclient.dao.GoodsDao;
import com.canalclient.dto.GoodsDto;
import com.sun.deploy.security.CertStore;
import org.springframework.beans.factory.InitializingBean;
import org.springframework.stereotype.Component;

import javax.annotation.Resource;
import java.net.InetSocketAddress;
import java.util.HashMap;
import java.util.List;
import java.util.Map;

@Component
public class CannalClient implements InitializingBean {
     
    @Resource
    GoodsDao goodsDao;

    private final static int BATCH_SIZE = 1000;

    @Override
    public void afterPropertiesSet() throws Exception {
     
        // 创建链接
        CanalConnector connector = CanalConnectors.newSingleConnector(new InetSocketAddress("127.0.0.1", 11111), "example", "canal", "canal");
        try {
     
            //打开连接
            connector.connect();
            //订阅数据库表,全部表
            connector.subscribe("ozomall.goods");
            //回滚到未进行ack的地方，下次fetch的时候，可以从最后一个没有ack的地方开始拿
            connector.rollback();
            while (true) {
     
                // 获取指定数量的数据
                Message message = connector.getWithoutAck(BATCH_SIZE);
                //获取批量ID
                long batchId = message.getId();
                //获取批量的数量
                int size = message.getEntries().size();
                //如果没有数据
                if (batchId == -1 || size == 0) {
     
                    try {
     
                        //线程休眠2秒
                        Thread.sleep(2000);
                    } catch (InterruptedException e) {
     
                        e.printStackTrace();
                    }
                } else {
     
                    //如果有数据,处理数据
                    printEntry(message.getEntries());
                }
                //进行 batch id 的确认。确认之后，小于等于此 batchId 的 Message 都会被确认。
                connector.ack(batchId);
            }
        } catch (Exception e) {
     
            e.printStackTrace();
        } finally {
     
            connector.disconnect();
        }
    }


    /**
     * 打印canal server解析binlog获得的实体类信息
     */
    private void printEntry(List<Entry> entrys) {
     
        for (Entry entry : entrys) {
     
            if (entry.getEntryType() == EntryType.TRANSACTIONBEGIN || entry.getEntryType() == EntryType.TRANSACTIONEND) {
     
                //开启/关闭事务的实体类型，跳过
                continue;
            }
            //RowChange对象，包含了一行数据变化的所有特征
            //比如isDdl 是否是ddl变更操作 sql 具体的ddl sql beforeColumns afterColumns 变更前后的数据字段等等
            RowChange rowChage;
            try {
     
                rowChage = RowChange.parseFrom(entry.getStoreValue());
            } catch (Exception e) {
     
                throw new RuntimeException("ERROR ## parser of eromanga-event has an error , data:" + entry.toString(), e);
            }
            //获取操作类型：insert/update/delete类型
            EventType eventType = rowChage.getEventType();
            //打印Header信息
            System.out.println(String.format("================》; binlog[%s:%s] , name[%s,%s] , eventType : %s",
                    entry.getHeader().getLogfileName(), entry.getHeader().getLogfileOffset(),
                    entry.getHeader().getSchemaName(), entry.getHeader().getTableName(),
                    eventType));
            //判断是否是DDL语句
            if (rowChage.getIsDdl()) {
     
            }
            //获取RowChange对象里的每一行数据，打印出来
            for (RowData rowData : rowChage.getRowDatasList()) {
     
                //如果是删除语句
                if (eventType == EventType.DELETE) {
     
                    printColumn(rowData.getBeforeColumnsList());
                    //如果是新增语句
                } else if (eventType == EventType.INSERT) {
     
                    printColumn(rowData.getAfterColumnsList());
                    //如果是更新的语句
                } else {
     
                    // 处理数据并同步到es
                    updateData(rowData.getAfterColumnsList());
                }
            }
        }
    }

    private static void printColumn(List<Column> columns) {
     
        for (Column column : columns) {
     
            System.out.println(column.getName() + " : " + column.getValue() + "    update=" + column.getUpdated());
        }
    }

    private void updateData(List<Column> columns) {
     
        Map data = new HashMap();
        for (Column column : columns) {
     
            data.put(column.getName(), column.getValue());
        }
        String jsonData = JSON.toJSONString(data);
        JSONObject jsonObject = JSON.parseObject(jsonData);
        // 转实体对象
        GoodsDto goods = JSON.toJavaObject(jsonObject, GoodsDto.class);
        System.out.println(goods.toString());
        goodsDao.save(goods);
    }
}