springboot+canal+mysql+redis缓存双写一致性

李哈ha2023-09-25 20:28

canal官网地址：https://github.com/alibaba/canal/wiki/QuickStart

基本上按照官网的步骤来就行

准备

首先服务器上要安装好jdk，因为canal运行需要jdk,同时把canal对应的端口在服务中开放，否则连接不上

对于自建 MySQL , 需要先开启 Binlog 写入功能，配置 binlog-format 为 ROW 模式，my.cnf 中配置如下

查看是否开启binlog日志功能

java 复制代码 
SHOW VARIABLES LIKE 'log_bin';
java 复制代码 
[mysqld]
log-bin=mysql-bin # 开启 binlog
binlog-format=ROW # 选择 ROW 模式
server_id=1 # 配置 MySQL replaction 需要定义，不要和 canal 的 slaveId 重复

授权 canal 链接 MySQL 账号具有作为 MySQL slave 的权限, 如果已有账户可直接 grant

注意点，这里执行命令最好是在服务器端执行，因为我们通过连接客户端登录的自己创建的后台用户比如root ，没有授权权限，会出错

出现以下情况

java 复制代码 
DROP USER IF EXISTS 'canal'@'%'; #删除用户
CREATE USER 'canal'@'%' IDENTIFIED BY 'canal';   ## 创建用户
GRANT ALL PRIVILEGES ON *.* TO 'canal'@'%' IDENTIFIED BY 'canal';  
FLUSH PRIVILEGES;
SELECT * FROM mysql.user;

启动

下载 canal, 访问 release 页面 , 选择需要的包下载, 我这里下载最新的

https://github.com/alibaba/canal/releases/tag/canal-1.1.6

解压缩

上传服务器选择一个位置，并解压指定的文件夹下面

java 复制代码 
mkdir /tmp/canal
tar zxvf canal.deployer-$version.tar.gz  -C /tmp/canal

解压之后

解压完成后，进入 /tmp/canal 目录，可以看到如下结构

java 复制代码 
drwxr-xr-x 2 jianghang jianghang  136 2013-02-05 21:51 bin
drwxr-xr-x 4 jianghang jianghang  160 2013-02-05 21:51 conf
drwxr-xr-x 2 jianghang jianghang 1.3K 2013-02-05 21:51 lib
drwxr-xr-x 2 jianghang jianghang   48 2013-02-05 21:29 logs

配置修改

vi conf/example/instance.properties
canal.instance.connectionCharset 代表数据库的编码方式对应到 java 中的编码类型，比如 UTF-8，GBK , ISO-8859-1
如果系统是1个 cpu，需要将 canal.instance.parser.parallel 设置为 false

java 复制代码 
## mysql serverId
canal.instance.mysql.slaveId = 1234 #默认是注释的,
#position info，需要改成自己的数据库信息
canal.instance.master.address = 127.0.0.1:3306 
canal.instance.master.journal.name = 
canal.instance.master.position = 
canal.instance.master.timestamp = 
#canal.instance.standby.address = 
#canal.instance.standby.journal.name =
#canal.instance.standby.position = 
#canal.instance.standby.timestamp = 
#username/password，需要改成自己的数据库信息
canal.instance.dbUsername = canal  #canal默认用户名
canal.instance.dbPassword = canal  #canal默认密码 
canal.instance.defaultDatabaseName =
canal.instance.connectionCharset = UTF-8
#table regex
canal.instance.filter.regex = .\*\\\\..\*  #监听的表，默认监听所有表

启动

java 复制代码 
sh bin/startup.sh

查看 server 日志

vi logs/canal/canal.log

java 复制代码 
2013-02-05 22:45:27.967 [main] INFO  com.alibaba.otter.canal.deployer.CanalLauncher - ## start the canal server.
2013-02-05 22:45:28.113 [main] INFO  com.alibaba.otter.canal.deployer.CanalController - ## start the canal server[10.1.29.120:11111]
2013-02-05 22:45:28.210 [main] INFO  com.alibaba.otter.canal.deployer.CanalLauncher - ## the canal server is running now ......

查看 instance 的日志

vi logs/example/example.log

java 复制代码 
2013-02-05 22:50:45.636 [main] INFO  c.a.o.c.i.spring.support.PropertyPlaceholderConfigurer - Loading properties file from class path resource [canal.properties]
2013-02-05 22:50:45.641 [main] INFO  c.a.o.c.i.spring.support.PropertyPlaceholderConfigurer - Loading properties file from class path resource [example/instance.properties]
2013-02-05 22:50:45.803 [main] INFO  c.a.otter.canal.instance.spring.CanalInstanceWithSpring - start CannalInstance for 1-example 
2013-02-05 22:50:45.810 [main] INFO  c.a.otter.canal.instance.spring.CanalInstanceWithSpring - start successful....

DEMO

依赖

java 复制代码 
 <dependencies>
        <dependency>
            <groupId>org.springframework.boot</groupId>
            <artifactId>spring-boot-starter-web</artifactId>
        </dependency>


        <dependency>
            <groupId>com.alibaba</groupId>
            <artifactId>fastjson</artifactId>
            <version>1.2.73</version>
        </dependency>


        <dependency>
            <groupId>cn.hutool</groupId>
            <artifactId>hutool-all</artifactId>
            <version>5.3.10</version>
        </dependency>

        <dependency>
            <groupId>org.springframework.boot</groupId>
            <artifactId>spring-boot-starter-data-redis</artifactId>
        </dependency>

    

        <dependency>
            <groupId>redis.clients</groupId>
            <artifactId>jedis</artifactId>
        </dependency>

       

        <dependency>
            <groupId>org.projectlombok</groupId>
            <artifactId>lombok</artifactId>
            <optional>true</optional>
        </dependency>

        <!-- 导入mysql驱动包-->
        <dependency>
            <groupId>mysql</groupId>
            <artifactId>mysql-connector-java</artifactId>
            <version>8.0.11</version>
        </dependency>
        <!-- 导入数据源依赖-->
        <dependency>
            <groupId>com.alibaba</groupId>
            <artifactId>druid</artifactId>
            <version>1.1.9</version>
        </dependency>

     


        <!--canal-->


        <dependency>
        <groupId>top.javatool</groupId>
        <artifactId>canal-spring-boot-starter</artifactId>
        <version>1.2.1-RELEASE</version>

        </dependency>




    </dependencies>

代码

配置文件
java 复制代码 
server:
  port: 8081
spring:
  datasource:
    url: jdbc:mysql://42.192.46.136:3306/test?useUnicode=true&useSSL=false&characterEncoding=utf-8
    username: root
    password: lkzroot
    type: com.alibaba.druid.pool.DruidDataSource
  redis:
    password: 123456
    host: 42.192.43.136
    port: 16379
    lettuce:
      pool:
        max-active: 200
        max-idle: 10
        max-wait: -1ms
        min-idle: 3
测试类
java 复制代码 
package com.boot.canal.client;

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 redis.clients.jedis.Jedis;

import java.net.InetSocketAddress;
import java.util.List;
import java.util.UUID;
import java.util.concurrent.TimeUnit;

/**
 * @Author: lkz
 * @Title: RedisCanalClientExample
 * @Description: TODO
 * @Date: 2023/9/18 14:06
 */

public class RedisCanalClientExample {


    public static final Integer _60SECONDS = 60;
    public static final String  Canal_host_ip = "127.0.0.1";

    private static void redisInsert(List<CanalEntry.Column> columns)
    {
        JSONObject jsonObject = new JSONObject();
        for (CanalEntry.Column column : columns)
        {
            System.out.println(column.getName() + " : " + column.getValue() + "    update=" + column.getUpdated());
            jsonObject.put(column.getName(),column.getValue());
        }
        if(columns.size() > 0)
        {
            try(Jedis jedis = RedisUtils.getJedis())
            {
                jedis.set(columns.get(0).getValue(),jsonObject.toJSONString());
            }catch (Exception e){
                e.printStackTrace();
            }
        }
    }

    private static void redisDelete(List<CanalEntry.Column> columns)
    {
        JSONObject jsonObject = new JSONObject();
        for (CanalEntry.Column column : columns)
        {
            jsonObject.put(column.getName(),column.getValue());
        }
        if(columns.size() > 0)
        {
            try(Jedis jedis = RedisUtils.getJedis())
            {
                jedis.del(columns.get(0).getValue());
            }catch (Exception e){
                e.printStackTrace();
            }
        }
    }

    private static void redisUpdate(List<CanalEntry.Column> columns)
    {
        JSONObject jsonObject = new JSONObject();
        for (CanalEntry.Column column : columns)
        {
            System.out.println(column.getName() + " : " + column.getValue() + "    update=" + column.getUpdated());
            jsonObject.put(column.getName(),column.getValue());
        }
        if(columns.size() > 0)
        {
            try(Jedis jedis = RedisUtils.getJedis())
            {
                jedis.set(columns.get(0).getValue(),jsonObject.toJSONString());
                System.out.println("---------update after: "+jedis.get(columns.get(0).getValue()));
            }catch (Exception e){
                e.printStackTrace();
            }
        }
    }

    public static void printEntry(List<CanalEntry.Entry> entrys) {
        for (CanalEntry.Entry entry : entrys) {
            if (entry.getEntryType() == CanalEntry.EntryType.TRANSACTIONBEGIN || entry.getEntryType() == CanalEntry.EntryType.TRANSACTIONEND) {
                continue;
            }

            CanalEntry.RowChange rowChage = null;
            try {
                //获取变更的row数据
                rowChage = CanalEntry.RowChange.parseFrom(entry.getStoreValue());
            } catch (Exception e) {
                throw new RuntimeException("ERROR ## parser of eromanga-event has an error,data:" + entry.toString(),e);
            }
            //获取变动类型
            CanalEntry.EventType eventType = rowChage.getEventType();
            System.out.println(String.format("================&gt; binlog[%s:%s] , name[%s,%s] , eventType : %s",
                    entry.getHeader().getLogfileName(), entry.getHeader().getLogfileOffset(),
                    entry.getHeader().getSchemaName(), entry.getHeader().getTableName(), eventType));

            for (CanalEntry.RowData rowData : rowChage.getRowDatasList()) {
                if (eventType == CanalEntry.EventType.INSERT) {
                    redisInsert(rowData.getAfterColumnsList());
                } else if (eventType == CanalEntry.EventType.DELETE) {
                    redisDelete(rowData.getBeforeColumnsList());
                } else {//EventType.UPDATE
                    redisUpdate(rowData.getAfterColumnsList());
                }
            }
        }
    }


    public static void main(String[] args)
    {
        System.out.println("---------O(∩_∩)O哈哈~ initCanal() main方法-----------");

        //=================================
        // 创建链接canal服务端
        CanalConnector connector = CanalConnectors.newSingleConnector(new InetSocketAddress(Canal_host_ip, 11111),
                "example",
                "",
                "");
        int batchSize = 1000;
        //空闲空转计数器
        int emptyCount = 0;
        System.out.println("---------------------canal init OK，开始监听mysql变化------");
        try {
            connector.connect();
            //connector.subscribe(".*\\..*");
            connector.subscribe("test.test1");
            connector.rollback();
            int totalEmptyCount = 10 * _60SECONDS;
            while (emptyCount < totalEmptyCount) {
                System.out.println("我是canal，每秒一次正在监听:"+ UUID.randomUUID().toString());
                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++;
                    try { TimeUnit.SECONDS.sleep(1); } catch (InterruptedException e) { e.printStackTrace(); }
                } else {
                    //计数器重新置零
                    emptyCount = 0;
                    printEntry(message.getEntries());
                }
                connector.ack(batchId); // 提交确认
                // connector.rollback(batchId); // 处理失败, 回滚数据
            }
            System.out.println("已经监听了"+totalEmptyCount+"秒，无任何消息，请重启重试......");
        } finally {
            connector.disconnect();
        }
    }


}
redis配置
java 复制代码 
package com.boot.canal.client;

import redis.clients.jedis.Jedis;
import redis.clients.jedis.JedisPool;
import redis.clients.jedis.JedisPoolConfig;


public class RedisUtils
{
    public static final String  REDIS_IP_ADDR = "127.0.0.1";
    public static final String  REDIS_pwd = "123456";
    public static JedisPool jedisPool;

    static {
        JedisPoolConfig jedisPoolConfig=new JedisPoolConfig();
        jedisPoolConfig.setMaxTotal(20);
        jedisPoolConfig.setMaxIdle(10);
        jedisPool=new JedisPool(jedisPoolConfig,REDIS_IP_ADDR,16379,10000,REDIS_pwd);
    }

    public static Jedis getJedis() throws Exception {
        if(null!=jedisPool){
            return jedisPool.getResource();
        }
        throw new Exception("Jedispool is not ok");
    }

}

结果

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