• canal和maxwell的安装配置及区别


    Canal地址:https://github.com/alibaba/canal

    Maxwell地址:https://github.com/zendesk/maxwell

    Maxwell官网地址:http://maxwells-daemon.io/

    0、mysql开启binglog

    在mysql的配置文件(Linux: /etc/my.cnf ,  Windows: my.ini)下,修改配置

    在[mysqld] 区块(没有就创建)

    设置/添加

    (1)log-bin=mysql-bin

    这个表示binlog日志的前缀是mysql-bin  ,以后生成的日志文件就是 mysql-bin.123456 的文件后面的数字按顺序生成。 每次mysql重启或者到达单个文件大小的阈值时,新生一个文件,按顺序编号。

    2)binlog_format=row

    mysql binlog的格式,那就是有三种,分别是STATEMENT,MIXED,ROW

    1) statement
    语句级,binlog会记录每次一执行写操作的语句。
    相对row模式节省空间,但是可能产生不一致性,比如
    update tt set create_date=now()
    如果用binlog日志进行恢复,由于执行时间不同可能产生的数据就不同。
    优点: 节省空间
    缺点: 有可能造成数据不一致。
    2) row
    行级, binlog会记录每次操作后每行记录的变化
    优点:保持数据的绝对一致性。因为不管sql是什么,引用了什么函数,他只记录执行后的效果。
    缺点:占用较大空间。

    3) mixed
    statement的升级版,一定程度上解决了,因为一些情况而造成的statement模式不一致问题
    在某些情况下譬如:
    1. 当函数中包含 UUID() 时;
    2. 包含 AUTO_INCREMENT 字段的表被更新时;
    3. 执行 INSERT DELAYED 语句时;
    4. 用 UDF 时;
    会按照 ROW的方式进行处理
    优点:节省空间,同时兼顾了一定的一致性。
    缺点:还有些极个别情况依旧会造成不一致,另外statement和mixed对于需要对binlog的监控的情况都不方便。

    (3)binlog-do-db=test_db

    要监听的数据库

    (4)server-id=1

    唯一ID

    5)重启mysql

    (6)查看binlog

    mysql> show variables like 'binlog_format';
    +---------------+-------+
    | Variable_name | Value |
    +---------------+-------+
    | binlog_format | ROW   |
    +---------------+-------+
    mysql> show variables like 'log_bin';
    +---------------+-------+
    | Variable_name | Value |
    +---------------+-------+
    | log_bin       | ON    |
    +---------------+-------+

    1、canal的单机配置

    1.1 基本配置

    canal.properties

    conf/example/instance.properties

    1.2 mysql创建用户赋予权限

    mysql> CREATE USER canal IDENTIFIED BY 'canal'; 
    mysql> GRANT SELECT, REPLICATION SLAVE, REPLICATION CLIENT ON *.* TO 'canal'@'%';
    mysql> FLUSH PRIVILEGES; 
    mysql> show grants for 'canal' ;
    +----------------------------------------------------------------------------------------------------------------------------------------------+
    | Grants for canal@%                                                                                                                           |
    +----------------------------------------------------------------------------------------------------------------------------------------------+
    | GRANT SELECT, REPLICATION SLAVE, REPLICATION CLIENT ON *.* TO 'canal'@'%' IDENTIFIED BY PASSWORD '*E3619321C1A937C46A0D8BD1DAC39F93B27D4458' |
    +----------------------------------------------------------------------------------------------------------------------------------------------+
    1 row in set (0.00 sec)

    给的权限只有,查,slave,和客户端,不允许增删等操作

    1.3 多分区配置

    所有库,所有表,按主键分区

    2、maxwell的配置

    2.1 基本配置

    复制config.properties.example为maxwell.properties

    2.2 mysql创建用户赋予权限

    mysql> CREATE DATABASE maxwell ;
    mysql> GRANT ALL   ON maxwell.* TO 'maxwell'@'%' IDENTIFIED BY 'maxwell';
    mysql> GRANT  SELECT ,REPLICATION SLAVE , REPLICATION CLIENT  ON *.* TO maxwell@'%'
    mysql> FLUSH PRIVILEGES;

    2.3 多分区配置

    2.4 maxwell-bootstrap

    针对数据初始化的问题,Maxwell 提供了一个命令工具 maxwell-bootstrap 帮助我们完成数据初始化,maxwell-bootstrap 是基于 SELECT * FROM table 的方式进行全量数据初始化,不会产生多余的binlog!

    参数说明
    –log_level LOG_LEVEL 日志级别(DEBUG, INFO, WARN or ERROR)
    –user USER mysql 用户名
    –password PASSWORD mysql 密码
    –host HOST mysql 地址
    –port PORT mysql 端口
    –database DATABASE 要bootstrap的表所在的数据库
    –table TABLE 要引导的表
    –where WHERE_CLAUSE 设置过滤条件
    –client_id CLIENT_ID 指定执行引导操作的Maxwell实例

    bin/maxwell-bootstrap --user maxwell --password 123456 --host 127.0.0.1 --database test --table test --client_id maxwell

    其中client_id 是指另一个已启动的maxwell监控进程的client_id

    注意:--bootstrapper=sync 时,在处理bootstrap时,会阻塞正常的binlog解析;--bootstrapper=async 时,不会阻塞。

    3、canal和maxwell对比

    3.1 执行insert操作

    insert into student values(4,"张三",100),(5,"李思",80),(6,"王五",50)

    canal

    {"data":null,"database":"gmall","es":1598770894000,"id":6439,"isDdl":true,"mysqlType":null,"old":null,"pkNames":null,"sql":"ALTER TABLE `student`
    MODIFY COLUMN `id`  int(11) UNSIGNED NOT NULL AUTO_INCREMENT FIRST","sqlType":null,"table":"student","ts":1598770895098,"type":"ALTER"}
    {"data":[{"id":"4","name":"张三","age":"100"}],"database":"gmall","es":1598770932000,"id":6440,"isDdl":false,"mysqlType":{"id":"int(11) unsigned","name":"varchar(20)","age":"int"},"old":null,"pkNames":["id"],"sql":"","sqlType":{"id":4,"name":12,"age":4},"table":"student","ts":1598770932288,"type":"INSERT"}
    {"data":[{"id":"5","name":"李思","age":"80"}],"database":"gmall","es":1598770932000,"id":6440,"isDdl":false,"mysqlType":{"id":"int(11) unsigned","name":"varchar(20)","age":"int"},"old":null,"pkNames":["id"],"sql":"","sqlType":{"id":4,"name":12,"age":4},"table":"student","ts":1598770932288,"type":"INSERT"}
    {"data":[{"id":"6","name":"王五","age":"50"}],"database":"gmall","es":1598770932000,"id":6440,"isDdl":false,"mysqlType":{"id":"int(11) unsigned","name":"varchar(20)","age":"int"},"old":null,"pkNames":["id"],"sql":"","sqlType":{"id":4,"name":12,"age":4},"table":"student","ts":1598770932288,"type":"INSERT"}

    maxwell更简洁

    {"database":"gmall","table":"student","type":"insert","ts":1598770932,"xid":261875,"commit":true,"data":{"id":6,"name":"王五","age":50}}
    {"database":"gmall","table":"student","type":"insert","ts":1598770932,"xid":261875,"xoffset":1,"data":{"id":5,"name":"李思","age":80}}
    {"database":"gmall","table":"student","type":"insert","ts":1598770932,"xid":261875,"xoffset":0,"data":{"id":4,"name":"张三","age":100}}

    3.2 执行update操作

    UPDATE student SET age='88' WHERE id IN(5,4)

    maxwell

    {"database":"gmall","table":"student","type":"update","ts":1598771585,"xid":270573,"xoffset":0,"data":{"id":4,"name":"张三","age":88},"old":{"age":100}}
    {"database":"gmall","table":"student","type":"update","ts":1598771585,"xid":270573,"commit":true,"data":{"id":5,"name":"李思","age":88},"old":{"age":80}}

    canal

    {"data":[{"id":"4","name":"张三","age":"88"}],"database":"gmall","es":1598771585000,"id":6444,"isDdl":false,"mysqlType":{"id":"int(11) unsigned","name":"varchar(20)","age":"int"},"old":[{"age":"100"}],"pkNames":["id"],"sql":"","sqlType":{"id":4,"name":12,"age":4},"table":"student","ts":1598771585168,"type":"UPDATE"}
    {"data":[{"id":"5","name":"李思","age":"88"}],"database":"gmall","es":1598771585000,"id":6444,"isDdl":false,"mysqlType":{"id":"int(11) unsigned","name":"varchar(20)","age":"int"},"old":[{"age":"80"}],"pkNames":["id"],"sql":"","sqlType":{"id":4,"name":12,"age":4},"table":"student","ts":1598771585168,"type":"UPDATE"}

    3.3 执行delete操作

    maxwell

    {"database":"gmall","table":"student","type":"delete","ts":1598771670,"xid":271637,"xoffset":0,"data":{"id":4,"name":"张三","age":88}}
    {"database":"gmall","table":"student","type":"delete","ts":1598771670,"xid":271637,"commit":true,"data":{"id":5,"name":"李思","age":88}}

    canal

    {"data":[{"id":"5","name":"李思","age":"88"}],"database":"gmall","es":1598771670000,"id":6445,"isDdl":false,"mysqlType":{"id":"int(11) unsigned","name":"varchar(20)","age":"int"},"old":null,"pkNames":["id"],"sql":"","sqlType":{"id":4,"name":12,"age":4},"table":"student","ts":1598771670306,"type":"DELETE"}
    {"data":[{"id":"4","name":"张三","age":"88"}],"database":"gmall","es":1598771670000,"id":6445,"isDdl":false,"mysqlType":{"id":"int(11) unsigned","name":"varchar(20)","age":"int"},"old":null,"pkNames":["id"],"sql":"","sqlType":{"id":4,"name":12,"age":4},"table":"student","ts":1598771670306,"type":"DELETE"}

    3.4 对比

    • Maxwell 没有 Canal那种server+client模式,只有一个server把数据发送到消息队列或redis。
    • Maxwell 有一个亮点功能,就是Canal只能抓取最新数据,对已存在的历史数据没有办法处理。而Maxwell有一个bootstrap功能,可以直接引导出完整的历史数据用于初始化,非常好用。
    • Maxwell不能直接支持HA,但是它支持断点还原,即错误解决后重启继续上次点儿读取数据。
    • Maxwell只支持json格式,而Canal如果用Server+client模式的话,可以自定义格式。
    • Maxwell比Canal更加轻量级。

    3.5 总结

    • 日志结构

    canal 每一条SQL会产生一条日志,如果该条Sql影响了多行数据,则已经会通过集合的方式归集在这条日志中。(即使是一条数据也会是数组结构

    maxwell 以影响的数据为单位产生日志,即每影响一条数据就会产生一条日志。如果想知道这些日志是否是通过某一条sql产生的可以通过xid进行判断,相同的xid的日志来自同一sql。

    • 数字类型

       当原始数据是数字类型时,maxwell会尊重原始数据的类型不增加双引,变为字符串。

       canal一律转换为字符串。

    • 带原始数据字段定义

    canal数据中会带入表结构。

    maxwell更简洁。

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  • 原文地址:https://www.cnblogs.com/hyunbar/p/13585330.html
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