SpringBoot canal数据同步
郑清 人气:1一、前言
canal:阿里巴巴 MySQL binlog 增量订阅&消费组件
https://github.com/alibaba/canal
tips: 环境要求和配置参考 https://github.com/alibaba/canal/wiki/AdminGuide
这里额外提下Redis缓存和MySQL数据一致性解决方案
- 延时双删策略
- 异步更新缓存(基于订阅binlog的同步机制)
- …
我们的canal即可作为MySQL binlog增量订阅消费组件+MQ消息队列将增量数据更新到redis
二、docker-compose部署canal
tips: 详情可查看 https://gitee.com/zhengqingya/docker-compose
# 准备 git clone https://gitee.com/zhengqingya/docker-compose.git cd docker-compose/Liunx # 导入初始化SQL Liunx/canal/canal_admin/canal_manager.sql # 运行 (tips:先修改配置文件信息) docker-compose -f docker-compose-canal.yml -p canal up -d
相关配置文件
docker-compose-canal.yml
# 可参考 https://github.com/alibaba/canal/wiki/QuickStart version: '3' # 网桥canal -> 方便相互通讯 networks: canal: services: canal_admin: image: registry.cn-hangzhou.aliyuncs.com/zhengqing/canal-admin:v1.1.5 # 原镜像`canal/canal-admin:v1.1.5` container_name: canal_admin # 容器名为'canal_admin' restart: unless-stopped # 指定容器退出后的重启策略为始终重启,但是不考虑在Docker守护进程启动时就已经停止了的容器 volumes: # 数据卷挂载路径设置,将本机目录映射到容器目录 - "./canal/canal-admin/bin/startup.sh:/home/admin/canal-admin/bin/startup.sh" - "./canal/canal-admin/logs:/home/admin/canal-admin/logs" environment: # 设置环境变量,相当于docker run命令中的-e TZ: Asia/Shanghai LANG: en_US.UTF-8 canal.adminUser: admin canal.adminPasswd: 123456 spring.datasource.address: www.zhengqingya.com:3306 spring.datasource.database: canal_manager spring.datasource.username: root spring.datasource.password: root ports: - "8089:8089" networks: - canal canal_server: image: registry.cn-hangzhou.aliyuncs.com/zhengqing/canal-server:v1.1.5 # 原镜像`canal/canal-server:v1.1.5` container_name: canal_server # 容器名为'canal_server' restart: unless-stopped # 指定容器退出后的重启策略为始终重启,但是不考虑在Docker守护进程启动时就已经停止了的容器 volumes: # 数据卷挂载路径设置,将本机目录映射到容器目录 - "./canal/canal-server/logs:/home/admin/canal-server/logs" environment: # 设置环境变量,相当于docker run命令中的-e TZ: Asia/Shanghai LANG: en_US.UTF-8 canal.register.ip: www.zhengqingya.com canal.admin.manager: canal_admin:8089 canal.admin.port: 11110 canal.admin.user: admin canal.admin.passwd: 6BB4837EB74329105EE4568DDA7DC67ED2CA2AD9 ports: - "11110:11110" - "11111:11111" - "11112:11112" depends_on: - canal_admin links: - canal_admin networks: - canal
访问地址:http://ip地址:8089
默认登录账号密码:admin/123456
三、canal-admin可视化管理
tips: 页面使用自行多点点就会了
^_^
将数据投递到RabbitMQ配置为例,附带些其中重要的配置信息
mq的交换机和队列可通过后面java代码自动生成,无需自己手动建立
1、canal.properties
# canal admin config #canal.admin.manager = 127.0.0.1:8089 canal.admin.port = 11110 canal.admin.user = admin canal.admin.passwd = 6BB4837EB74329105EE4568DDA7DC67ED2CA2AD9 # tcp, kafka, rocketMQ, rabbitMQ canal.serverMode = rabbitMQ rabbitmq.host = www.zhengqingya.com:5672 rabbitmq.virtual.host = my_vhost rabbitmq.exchange = canal.exchange rabbitmq.username = admin rabbitmq.password = admin
2、example/instance.propertios
canal.instance.master.address=www.zhengqingya.com:3306 # username/password canal.instance.dbUsername=canal canal.instance.dbPassword=canal canal.instance.connectionCharset = UTF-8 # table regex 只同步test数据库下的t_user表 canal.instance.filter.regex=test\\.t_user # table black regex canal.instance.filter.black.regex=mysql\\.slave_.* # mq config canal.mq.topic=canal_routing_key
四、springboot整合canal实现数据同步
1、pom.xml
引入mq依赖
<dependency> <groupId>org.springframework.boot</groupId> <artifactId>spring-boot-starter-amqp</artifactId> </dependency>
2、application.yml
配置
# RabbitMQ配置 spring: rabbitmq: addresses: www.zhengqingya.com:5672,www.zhengqingya.com:5673 # 指定client连接到的server的地址,多个以逗号分隔 # 填写自己安装rabbitmq时设置的账号密码,默认账号密码为`guest` username: admin password: admin virtual-host: my_vhost # 填写自己的虚拟机名,对应可查看 `127.0.0.1:15672/#/users` 下Admin中的`Can access virtual hosts`信息
3、mq监听canal消息数据
@Slf4j @Component public class CanalRabbitMqListener { @RabbitListener(bindings = { @QueueBinding( value = @Queue(value = MqConstant.CANAL_QUEUE, durable = "true"), exchange = @Exchange(value = MqConstant.CANAL_EXCHANGE), key = MqConstant.CANAL_ROUTING_KEY ) }) public void handleCanalDataChange(String message) { log.info("[canal] 接收消息: {}", JSON.toJSONString(message)); } }
public interface MqConstant { String CANAL_EXCHANGE = "canal.exchange"; String CANAL_QUEUE = "canal_queue"; String CANAL_ROUTING_KEY = "canal_routing_key"; }
4、测试
先启动项目让程序自动建立所需mq中的交换机和队列
再修改canal监听的表数据
查看程序监听的mq消息数据如下,拿到数据就可以进行数据解析处理了…
五、canal-spring-boot-starter
tips: 可参考 https://github.com/NormanGyllenhaal/canal-client
此方式需将canal.properties
配置文件中的canal.serverMode
属性值修改为tcp
1、pom.xml
中引入依赖
<!-- https://mvnrepository.com/artifact/top.javatool/canal-spring-boot-starter --> <dependency> <groupId>top.javatool</groupId> <artifactId>canal-spring-boot-starter</artifactId> <version>1.2.1-RELEASE</version> </dependency>
2、application.yml
配置
canal: server: www.zhengqingya.com:11111 destination: example # tips:canal-admin中Instance管理下需存在example实例配置
3、监听canal数据 – 订阅数据库增删改操作
@Slf4j @Component @CanalTable(value = "t_user") public class UserHandler implements EntryHandler<User> { @Override public void insert(User user) { log.info("insert message {}", user); } @Override public void update(User before, User after) { log.info("update before {} ", before); log.info("update after {}", after); } @Override public void delete(User user) { log.info("delete {}", user); } }
@Data @Table(name = "t_user") public class User implements Serializable { /** * 主键 */ @Id @GeneratedValue(strategy = GenerationType.IDENTITY) @Column(name = "user_id") private Integer userId; /** * 用户名 */ @Column(name = "username") private String username; /** * 密码 */ @Column(name = "password") private String password; /** * 性别 */ @Column(name = "sex") private Integer sex; /** * 备注 */ private String remark; /** * 时间 */ private Date date; }
经测试发现这个jar存在一些bug,ex:针对表字段,数据原本为空,修改为有值的时候,如果java这边用非String字段类型去接收会报错!
本文案例demo源码
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