maxwell实时同步mysql中binlog
作者:互联网
概述
Maxwell是一个能实时读取MySQL二进制日志binlog,并生成 JSON 格式的消息,作为生产者发送给 Kafka,Kinesis、RabbitMQ、Redis、Google Cloud Pub/Sub、文件或其它平台的应用程序。它的常见应用场景有ETL、维护缓存、收集表级别的dml指标、增量到搜索引擎、数据分区迁移、切库binlog回滚方案等。
特征
- 支持 SELECT * FROM table 的方式进行全量数据初始化
- 支持在主库发生failover后,自动恢复binlog位置(GTID)
- 可以对数据进行分区,解决数据倾斜问题,发送到kafka的数据支持database、table、column等级别的数据分区
- 工作方式是伪装为Slave,接收binlog events,然后根据schemas信息拼装,可以接受ddl、xid、row等各种event
与canal 和mysql_streamer比较
除了Maxwell外,目前常用的MySQL Binlog解析工具主要有阿里的canal、mysql_streamer,三个工具对比如下:
canal 由Java开发,分为服务端和客户端,拥有众多的衍生应用,性能稳定,功能强大;canal 需要自己编写客户端来消费canal解析到的数据。
maxwell相对于canal的优势是使用简单,它直接将数据变更输出为json字符串,不需要再编写客户端。
安装地址
1.Maxwell官网地址 http://maxwells-daemon.io/
2.安装包下载地址 https://github.com/zendesk/maxwell
安装MaxWell
安装Maxwell
(1)上传maxwell-1.22.4.tar.gz 并进行解压
tar -zxvf maxwell-1.22.4.tar.gz -C /opt/module/
MySql配置
(1)修改my-default.cnf
[kris@hadoop101 maxwell-1.22.5]$ cd /usr/share/mysql/ [kris@hadoop101 mysql]$ sudo cp my-default.cnf /etc/my.cnf [kris@hadoop101 mysql]$ sudo vim /etc/my.cnf
提示:如果是rpm的方式安装MySql的那么则没有my.cnf文件,则需要修改mysql-default.cnf然后复制到/etc/路径下,如果/etc/路径下有my.cnf则直接修改my.cnf即可。
(2)修改my.cnf,添加如下配置。
[kris@hadoop101 mysql]$ sudo vim /etc/my.cnf
[mysqld] server_id=1 log-bin=master binlog_format=row sql_mode=NO_ENGINE_SUBSTITUTION,STRICT_TRANS_TABLES
启动MySql设置参数
mysql> set global binlog_format=ROW; mysql> set global binlog_row_image=FULL;
创建maxwell库(启动时候会自动创建,不需手动创建)和用户
mysql> CREATE USER 'maxwell'@'%' IDENTIFIED BY '123456'; mysql> GRANT ALL ON maxwell.* TO 'maxwell'@'%'; mysql> GRANT SELECT, REPLICATION CLIENT, REPLICATION SLAVE ON *.* TO 'maxwell'@'%'; 重启MySql服务 [kris@hadoop101 ~]$ sudo service mysql restart
Maxwell 使用
需要首先启动 zookeeper和kafka
输出信息到命令行
(1)启动MaxWell
kris@hadoop101 maxwell-1.22.5]$ bin/maxwell --user='maxwell' --password='123456' --host='hadoop101' --producer=stdout Using kafka version: 1.0.0 17:20:11,351 WARN MaxwellMetrics - Metrics will not be exposed: metricsReportingType not configured. 17:20:11,813 INFO SchemaStoreSchema - Creating maxwell database 17:20:12,367 INFO Maxwell - Maxwell v1.22.5 is booting (StdoutProducer), starting at Position[BinlogPosition[master.000001:3816], lastHeartbeat=0] 17:20:12,625 INFO AbstractSchemaStore - Maxwell is capturing initial schema 17:20:13,733 INFO BinlogConnectorReplicator - Setting initial binlog pos to: master.000001:3816 17:20:13,828 INFO BinaryLogClient - Connected to hadoop101:3306 at master.000001/3816 (sid:6379, cid:5) 17:20:13,829 INFO BinlogConnectorLifecycleListener - Binlog connected.
对mysql的test测试库进行增删改操作:
INSERT INTO stu1 VALUES(1003,'kris',22); //增、删、改
查看MaxWell 阻塞窗口
{"database":"test","table":"stu1","type":"delete","ts":1576747370,"xid":454,"commit":true,"data":{"id":1003,"name":"wangwu","age":23}} {"database":"test","table":"stu1","type":"insert","ts":1576747481,"xid":622,"commit":true,"data":{"id":1003,"name":"kris","age":22}} {"database":"test","table":"stu1","type":"update","ts":1576747522,"xid":695,"commit":true,"data":{"id":1002,"name":"lisi","age":30},"old":{"age":18}}
输出信息到kafka
启动kafka集群:
[kris@hadoop101 kafka]$ bin/kafka-server-start.sh config/server.properties & [1] 3459 [kris@hadoop102 kafka]$ bin/kafka-server-start.sh config/server.properties & [1] 6320 [kris@hadoop103 kafka]$ bin/kafka-server-start.sh config/server.properties & [1] 5823
启动消费者:
[kris@hadoop101 bin]$ ./kafka-console-consumer.sh --bootstrap-server hadoop101:9092 --topic maxwell --from-beginning [2019-12-19 18:59:14,209] INFO [Group Metadata Manager on Broker 0]: Removed 0 expired offsets in 0 milliseconds. (kafka.coordinator.group.GroupMetadataManager) [2019-12-19 19:03:38,595] INFO Updated PartitionLeaderEpoch. New: {epoch:0, offset:0}, Current: {epoch:-1, offset-1} for Partition: maxwell-1. Cache now contains 0 entries. (kafka.server.epoch.LeaderEpochFileCache)
标签:binlog,kris,maxwell,kafka,cnf,mysql,hadoop101 来源: https://www.cnblogs.com/shengyang17/p/12069175.html