什么是canal

canal是阿里巴巴旗下的一款开源项目,纯Java开发。基于数据库增量日志解析,提供增量数据订阅&消费,目前主要支持了Mysql(也支持mariaDB)。

先了解下Mysql主备复制的工作原理master将改变记录到二进制日志(binary log)中(这些记录叫做二进制日志事件,binary log events,可以通过show binlog events进行查看);

slave将master的binary log events拷贝到它的中继日志(relay log);

slave重做中继日志中的事件,将改变反映它自己的数据。

canal的工作原理canal模拟mysql slave的交互协议,伪装自己为mysql slave,向mysql master发送dump协议

mysql master收到dump请求,开始推送binary log给slave(也就是canal)

canal解析binary log对象(原始为byte流)

canal架构设计

c376f1f361e8b6c421501204be9ae188.pngserver代表一个canal运行实例,对应于一个jvm

instance对应于一个数据队列 (1个server对应1…n个instance)

07c05ef4face97938bb9b768ac5dba7c.png

canal的instance模块eventParser (数据源接入,模拟slave协议和master进行交互,协议解析)

eventSink (Parser和Store链接器,进行数据过滤,加工,分发的工作)

eventStore (数据存储)

metaManager (增量订阅&消费信息管理器)mysql开启binlog步骤

登录Mysql后使用show variables like 'log_%'; 查看是否开启binlog

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编辑配置文件vim /etc/my.cnfserver_id=1 #配置 MySQL replaction 需要定义,不要和 canal 的 slaveId 重复

log-bin=mysql-bin #开启 binlog

binlog-format=ROW #选择 ROW模式

expire_logs_days=30

3122f9b7a7084eaaf231edd61c788483.png

重启Mysql服务 systemctl restart mysqld,然后再次使用命令show variables like 'log_%';进行查看,为 ON表明binlog已成功开启

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授权 canal 链接 MySQL 账号具有作为 MySQL slave 的权限CREATE USER canal IDENTIFIED BY 'canal';

GRANT SELECT, REPLICATION SLAVE, REPLICATION CLIENT ON *.* TO 'canal'@'%';

FLUSH PRIVILEGES;

其中,/usr/local/mysql/data 为binlog日志文件存放路径,mysql-bin是日志文件系统的前缀名

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44b9b973a3a55434872c8e1a46c7b41b.png安装canal到CentOS7#下载安装包

wget https://github.com/alibaba/canal/releases/download/canal-1.0.17/canal.deployer-1.0.17.tar.gz

#解压

tar zxvf canal.deployer-$version.tar.gz -C /usr/local/canal

修改配置的命令:vim conf/example/instance.properties

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启动canal的命令:sh bin/startup.sh

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查看server日志的命令:vim logs/canal/canal.log

e6d37c408a68276fe236468f2677e1cc.png

查看 instance 的日志的命令:vim logs/example/example.log

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连接本地Java客户端测试canal是否成功解析binlog#配置pom文件

com.alibaba.otter

canal.client

1.1.1

import java.net.InetSocketAddress;

import java.util.List;

import com.alibaba.otter.canal.client.CanalConnectors;

import com.alibaba.otter.canal.client.CanalConnector;

import com.alibaba.otter.canal.protocol.Message;

import com.alibaba.otter.canal.protocol.CanalEntry.Column;

import com.alibaba.otter.canal.protocol.CanalEntry.Entry;

import com.alibaba.otter.canal.protocol.CanalEntry.EntryType;

import com.alibaba.otter.canal.protocol.CanalEntry.EventType;

import com.alibaba.otter.canal.protocol.CanalEntry.RowChange;

import com.alibaba.otter.canal.protocol.CanalEntry.RowData;

public class SimpleCanalClientExample {

public static void main(String args[]) {

// 创建链接

CanalConnector connector = CanalConnectors.newSingleConnector(new InetSocketAddress("120.27.233.226",

11111), "example", "", "");

int batchSize = 1000;

int emptyCount = 0;

try {

connector.connect();

connector.subscribe(".*..*");

connector.rollback();

int totalEmptyCount = 120;

while (emptyCount < totalEmptyCount) {

Message message = connector.getWithoutAck(batchSize); // 获取指定数量的数据

long batchId = message.getId();

int size = message.getEntries().size();

if (batchId == -1 || size == 0) {

emptyCount++;

System.out.println("empty count : " + emptyCount);

try {

Thread.sleep(1000);

} catch (InterruptedException e) {

}

} else {

emptyCount = 0;

System.out.printf("message[batchId=%s,size=%s] n", batchId, size);

printEntry(message.getEntries());

}

connector.ack(batchId); // 提交确认

// connector.rollback(batchId); // 处理失败, 回滚数据

}

System.out.println("empty too many times, exit");

} finally {

connector.disconnect();

}

}

private static void printEntry(List entrys) {

for (Entry entry : entrys) {

if (entry.getEntryType() == EntryType.TRANSACTIONBEGIN || entry.getEntryType() == EntryType.TRANSACTIONEND) {

continue;

}

RowChange rowChage = null;

try {

rowChage = RowChange.parseFrom(entry.getStoreValue());

} catch (Exception e) {

throw new RuntimeException("ERROR ## parser of eromanga-event has an error , data:" + entry.toString(),

e);

}

EventType eventType = rowChage.getEventType();

System.out.println(String.format("binlog[%s:%s]: 库名是[%s],表名是 [%s],eventType是[%s]",

entry.getHeader().getLogfileName(), entry.getHeader().getLogfileOffset(),

entry.getHeader().getSchemaName(), entry.getHeader().getTableName(),

eventType));

for (RowData rowData : rowChage.getRowDatasList()) {

if (eventType == EventType.DELETE) {

printColumn(rowData.getBeforeColumnsList());

} else if (eventType == EventType.INSERT) {

printColumn(rowData.getAfterColumnsList());

} else {

System.out.println("------- before -------");

printColumn(rowData.getBeforeColumnsList());

System.out.println("------- after -------");

printColumn(rowData.getAfterColumnsList());

}

}

}

}

private static void printColumn(List columns) {

for (Column column : columns) {

System.out.println("字段名" + column.getName() + "值为" + column.getValue() + " ,更新状态是" + column.getUpdated());

}

}

}

触发数据库变更,可以从控制台看到

a0f5b667786a90c8bc22ebfbbeb74a6d.png

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