kafka消费者直接存在mysql中_【Canal】利用canal实现mysql实时增量备份并对接kafka
发布日期:2021-06-24 16:47:36 浏览次数:3 分类:技术文章

本文共 6069 字,大约阅读时间需要 20 分钟。

简介

canal 1.1.1版本之后, 默认支持将canal server接收到的binlog数据直接投递到MQ, 目前默认支持的MQ系统有:

本文中默认已经安装了kafka环境,仅做对接的演示;(若没有安装则需要提前安装kafka)

演示环境如下:

bigdata111

bigdata112

bigdata113

centos7.0

centos7.0

centos7.0

jdk1.8

jdk1.8

jdk1.8

zookeeper3.4

zookeeper3.4

zookeeper3.4

mysql5.7

canal-server

canal-server

canal-server

canal-admin

kafka2.11

kafka2.11

kafka2.11

1.修改canal.properties文件(三台机器)

[root@bigdata111 canal-server]# cd conf/

[root@bigdata111 conf]# ll

总用量 20

-rwxr-xr-x. 1 root root 291 3月 16 04:43 canal_local.properties

-rwxr-xr-x. 1 root root 5182 3月 16 04:54 canal.properties

drwxrwxrwx. 2 root root 47 3月 16 05:02 example

-rwxr-xr-x. 1 root root 3119 3月 16 04:43 logback.xml

drwxrwxrwx. 2 root root 38 3月 16 04:43 metrics

drwxrwxrwx. 3 root root 4096 3月 16 04:43 spring

[root@bigdata111 conf]# vi canal.properties

# 修改服务模式为kafka

canal.serverMode = kafka

# 修改kafka的对应服务器

canal.mq.servers = bigdata111:9092,bigdata112:9092,bigdata113:9092

2.修改instance.properties文件(三台机器)

[root@bigdata111 conf]# cd example/

[root@bigdata111 example]# ll

总用量 196

-rw-r--r--. 1 root root 196608 3月 16 04:43 h2.mv.db

-rwxr-xr-x. 1 root root 2037 3月 16 05:02 instance.properties

[root@bigdata111 example]# vi instance.properties

# 将数据发送到指定的topic

canal.mq.topic=test

3.启动zookeeper和Canal(三台机器)

启动zookeeper、查看zk的状态

[root@bigdata111 canal-server]# zkServer.sh start

ZooKeeper JMX enabled by default

Using config: /opt/module/zookeeper-3.4.10/bin/../conf/zoo.cfg

Starting zookeeper ... STARTED

[root@bigdata111 canal-server]# zkServer.sh status

ZooKeeper JMX enabled by default

Using config: /opt/module/zookeeper-3.4.10/bin/../conf/zoo.cfg

Mode: follower

[root@bigdata112 canal-server]# zkServer.sh start

ZooKeeper JMX enabled by default

Using config: /opt/module/zookeeper-3.4.10/bin/../conf/zoo.cfg

Starting zookeeper ... STARTED

[root@bigdata112 canal-server]# zkServer.sh status

ZooKeeper JMX enabled by default

Using config: /opt/module/zookeeper-3.4.10/bin/../conf/zoo.cfg

Mode: follower

[root@bigdata113 canal-server]# zkServer.sh start

ZooKeeper JMX enabled by default

Using config: /opt/module/zookeeper-3.4.10/bin/../conf/zoo.cfg

Starting zookeeper ... STARTED

[root@bigdata113 canal-server]# zkServer.sh status

ZooKeeper JMX enabled by default

Using config: /opt/module/zookeeper-3.4.10/bin/../conf/zoo.cfg

Mode: leader

启动canal

[root@bigdata111 canal-server]# bin/startup.sh

[root@bigdata112 canal-server]# bin/startup.sh

[root@bigdata113 canal-server]# bin/startup.sh

4.启动kafka服务(三台机器)

[root@bigdata111 kafka-2.11]# kafka-server-start.sh /opt/module/kafka-2.11/config/server.properties &

[root@bigdata112 kafka-2.11]# kafka-server-start.sh /opt/module/kafka-2.11/config/server.properties &

[root@bigdata113 kafka-2.11]# kafka-server-start.sh /opt/module/kafka-2.11/config/server.properties &

5.查看所有进程(三台机器)

[root@bigdata111 canal-server]# jps

5360 Kafka

4963 QuorumPeerMain

5699 Jps

5044 CanalLauncher

5.启动kafka消费者(bigdata113)

在bigdata113上启动消费者

kafka版本大于0.9以上,使用以下命令启动消费者:

[root@bigdata113 canal-server]# kafka-console-consumer.sh --bootstrap-server bigdata113:9092 --from-beginning --topic test

kafka版本小于0.9版本,使用以下命令启动消费者:

[root@bigdata113 canal-server]# kafka-console-consumer.sh --zookeeper bigdata113:2181 --from-beginning --topic test

如果在启动过程中报错:

zookeeper is not a recognized option

则是因为版本不同造成的,对应修改如上方式即可;

6.mysql操作数据

比如数据库中有一个stu表,我们向里面增加,更新,删除一个数据,看kafka消费者中的数据变化;

mysql> select * from stu limit 10;

+----+--------+------+---------------------+

| id | name | sex | stime |

+----+--------+------+---------------------+

| 1 | 张三 | 男 | 2019-09-23 17:25:07 |

| 2 | 李四 | 女 | 2019-09-23 17:25:13 |

| 3 | 李楠 | 男 | 2019-09-23 17:25:21 |

| 4 | 张畅 | 女 | 2019-09-23 17:25:30 |

| 5 | 李想 | 男 | 2019-09-23 17:25:38 |

| 6 | 赵街 | 男 | 2019-09-23 17:25:50 |

| 7 | 林安 | 男 | 2019-09-23 17:26:00 |

| 8 | 秦王 | 男 | 2019-09-23 17:45:47 |

| 9 | 纣王 | 男 | 2019-09-23 17:45:47 |

| 10 | 张楠 | 男 | 2019-09-23 17:45:47 |

+----+--------+------+---------------------+

10 rows in set (0.00 sec)

mysql> insert into stu(id,name,sex)values(99332,‘test111‘,‘男‘);

Query OK, 1 row affected (0.03 sec)

mysql> update stu set name=‘test222‘ where id = 99332;

Query OK, 1 row affected (0.07 sec)

Rows matched: 1 Changed: 1 Warnings: 0

mysql> delete from stu where id =99332;

Query OK, 1 row affected (0.03 sec)

kafka消费者变化:

[root@bigdata113 kafka-2.11]# kafka-console-consumer.sh --bootstrap-server bigdata113:9092 --from-beginning --topic test

{"data":[{"id":"9999","name":"张三22222","sex":"男","stime":"2020-03-16 06:24:53"}],"database":"student","es":1584311093000,"id":2,"isDdl":false,"mysqlType":{"id":"int(11)","name":"varchar(255)","sex":"varchar(255)","stime":"timestamp"},"old":null,"pkNames":["id"],"sql":"","sqlType":{"id":4,"name":12,"sex":12,"stime":93},"table":"stu","ts":1584313187762,"type":"INSERT"}

[2020-03-16 07:19:38,216] INFO [GroupMetadataManager brokerId=113] Removed 0 expired offsets in 0 milliseconds. (kafka.coordinator.group.GroupMetadataManager)

{"data":[{"id":"99332","name":"test111","sex":"男","stime":"2020-03-16 07:22:02"}],"database":"student","es":1584314522000,"id":3,"isDdl":false,"mysqlType":{"id":"int(11)","name":"varchar(255)","sex":"varchar(255)","stime":"timestamp"},"old":null,"pkNames":["id"],"sql":"","sqlType":{"id":4,"name":12,"sex":12,"stime":93},"table":"stu","ts":1584314522967,"type":"INSERT"}

{"data":[{"id":"99332","name":"test222","sex":"男","stime":"2020-03-16 07:23:55"}],"database":"student","es":1584314635000,"id":4,"isDdl":false,"mysqlType":{"id":"int(11)","name":"varchar(255)","sex":"varchar(255)","stime":"timestamp"},"old":[{"name":"test111","stime":"2020-03-16 07:22:02"}],"pkNames":["id"],"sql":"","sqlType":{"id":4,"name":12,"sex":12,"stime":93},"table":"stu","ts":1584314635674,"type":"UPDATE"}

{"data":[{"id":"99332","name":"test222","sex":"男","stime":"2020-03-16 07:23:55"}],"database":"student","es":1584314658000,"id":5,"isDdl":false,"mysqlType":{"id":"int(11)","name":"varchar(255)","sex":"varchar(255)","stime":"timestamp"},"old":null,"pkNames":["id"],"sql":"","sqlType":{"id":4,"name":12,"sex":12,"stime":93},"table":"stu","ts":1584314658748,"type":"DELETE"}

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路过,博主的博客真漂亮。。
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