不是所有公司都适用这类架构,如果公司规模小高可用主从就可以了,像阿里这样的公司或者更大得可以考虑
3. MyCAT安装
3.0 介绍
开源组织和社区开发人员,在淘宝cober(TDDL)基础上二次开发。
3.1 预先安装Java运行环境
yum install -y java
3.2下载
Mycat-server-xxxxx.linux.tar.gz
http://dl.mycat.io/
3.3 解压文件
tar xf Mycat-server-*
3.4 软件目录结构
ls
bin catlet conf lib logs version.txt
3.5 启动和连接
3.5.1 配置环境变量
vim /etc/profile
export PATH=/data/app/mycat/bin:$PATH
source /etc/profile
3.5.2 启动
mycat start
3.5.3 连接mycat:
mysql -uroot -p123456 -h 127.0.0.1 -P8066
4. 配置文件介绍
4.1 bin 目录
程序目录
4.2 conf
配置文件目录
4.2.1 schema.xml
主配置文件:节点信息、读写分离、高可用设置、调用分片策略..
4.2.2 rule.xml
分片策略的定义、功能、使用用方法
4.2.3 server.xml
mycat服务有关配置: 用户、网络、权限、策略、资源...
4.2.4 xx.txt文件
分片参数定义文件
4.2.5 log4j2.xml
Mycat 相关日志记录配置
4.3 logs
wrapper.log : 启动日志
mycat.log :工作日志
========================
++++++Mycat核心应用+++++++
1. schema.xml配置文件结构
[root@db01 conf]# cd /data/mycat/conf/
mv schema.xml schema.xml.bak
vim schema.xml
# 逻辑库:
<schema name="TESTDB" checkSQLschema="false" sqlMaxLimit="100" dataNode="dn1">
</schema>
# DN数据节点(逻辑分片):数据节点(逻辑分片):
<dataNode name="dn1" dataHost="localhost1" database= "world" />
作用:
垂直和水平查分。
# DH 数据主机
作用: 高可用和读写分离
<dataHost name="localhost1" maxCon="1000" minCon="10" balance="1" writeType="0" dbType="mysql" dbDriver="native" switchType="1">
<heartbeat>select user()</heartbeat>
<writeHost host="db1" url="10.0.0.51:3307" user="root" password="123">
<readHost host="db2" url="10.0.0.51:3309" user="root" password="123" />
</writeHost>
</dataHost>
</mycat:schema>
====================================
<?xml version="1.0"?>
<!DOCTYPE mycat:schema SYSTEM "schema.dtd">
<mycat:schema xmlns:mycat="http://io.mycat/">
# 1.逻辑库配置
<schema name="TESTDB" checkSQLschema="false" sqlMaxLimit="100" dataNode="dn1">
</schema>
# 2. DN,分片定义
<dataNode name="dn1" dataHost="localhost1" database= "world" />
#3. DH节点定义
<dataHost name="localhost1" maxCon="1000" minCon="10" balance="1" writeType="0" dbType="mysql" dbDriver="native" switchType="1">
<heartbeat>select user()</heartbeat>
<writeHost host="db1" url="10.0.0.51:3307" user="root" password="123">
<readHost host="db2" url="10.0.0.51:3309" user="root" password="123" />
</writeHost>
</dataHost>
</mycat:schema>
==================配置文件模板============================
<?xml version="1.0"?>
<!DOCTYPE mycat:schema SYSTEM "schema.dtd">
<mycat:schema xmlns:mycat="http://io.mycat/">
<schema name="TESTDB" checkSQLschema="false" sqlMaxLimit="100" dataNode="dn1">
</schema>
<dataNode name="dn1" dataHost="localhost1" database= "world" />
<dataHost name="localhost1" maxCon="1000" minCon="10" balance="1" writeType="0" dbType="mysql" dbDriver="native" switchType="1">
<heartbeat>select user()</heartbeat>
<writeHost host="db1" url="10.0.0.51:3307" user="root" password="123">
<readHost host="db2" url="10.0.0.51:3309" user="root" password="123" />
</writeHost>
</dataHost>
</mycat:schema>
===========================================================
2. 测试环境准备
db01:
mysql -S /data/3307/mysql.sock -e "grant all on *.* to root@'10.0.0.%' identified by '123';"
mysql -S /data/3307/mysql.sock -e "source /root/world.sql"
mysql -S /data/3308/mysql.sock -e "grant all on *.* to root@'10.0.0.%' identified by '123';"
mysql -S /data/3308/mysql.sock -e "source /root/world.sql"
重启mycat
mycat restart
3. 读写分离测试
# 连接mycat 服务
[root@db01 ~]# mysql -uroot -p123456 -h 10.0.0.51 -P8066
# 测试读
mysql> select @@server_id;
# 测试写
mysql> begin ; select @@server_id;commit;
4. 配置读写分离及高可用
[root@db01 conf]# mv schema.xml schema.xml.rw
[root@db01 conf]# vim schema.xml
<?xml version="1.0"?>
<!DOCTYPE mycat:schema SYSTEM "schema.dtd">
<mycat:schema xmlns:mycat="http://io.mycat/">
<schema name="TESTDB" checkSQLschema="false" sqlMaxLimit="100" dataNode="sh1">
</schema>
<dataNode name="sh1" dataHost="oldguo1" database= "world" />
<dataHost name="oldguo1" maxCon="1000" minCon="10" balance="1" writeType="0" dbType="mysql" dbDriver="native" switchType="1">
<heartbeat>select user()</heartbeat>
<writeHost host="db1" url="10.0.0.51:3307" user="root" password="123">
<readHost host="db2" url="10.0.0.51:3309" user="root" password="123" />
</writeHost>
<writeHost host="db3" url="10.0.0.52:3307" user="root" password="123">
<readHost host="db4" url="10.0.0.52:3309" user="root" password="123" />
</writeHost>
</dataHost>
</mycat:schema>
primary writehost :负责写操作的writehost
standby writeHost :和readhost一样,只提供读服务
当写节点宕机后,后面跟的readhost也不提供服务,这时候standby的writehost就提供写服务,
后面跟的readhost提供读服务
测试读写分离:
mycat restart
mysql -uroot -p123456 -h 10.0.0.51 -P 8066
mysql> select @@server_id;
mysql> begin;select @@server_id;commit;
测试高可用:
[root@db01 conf]# systemctl stop mysqld3307
mysql -uroot -p123456 -h 10.0.0.51 -P 8066
mysql> select @@server_id;
mysql> begin;select @@server_id;commit;
[root@db01 conf]# systemctl start mysqld3307
mysql -uroot -p123456 -h 10.0.0.51 -P 8066
mysql> select @@server_id;
mysql> begin;select @@server_id;commit;
5. 参数介绍
5.1 balance属性
读操作负载均衡类型,目前的取值有3种:
1. balance="0", 不开启读写分离机制,所有读操作都发送到当前可用的writeHost上。
2. balance="1",全部的readHost与standby writeHost参与select语句的负载均衡,简单的说,
当双主双从模式(M1->S1,M2->S2,并且M1与 M2互为主备),正常情况下,M2,S1,S2都参与select语句的负载均衡。
3. balance="2",所有读操作都随机的在writeHost、readhost上分发。
5.2 writeType属性
写操作,负载均衡类型,目前的取值有2种:
1. writeType="0", 所有写操作发送到配置的第一个writeHost,
第一个挂了切到还生存的第二个writeHost,重新启动后已切换后的为主,切换记录在配置文件中:dnindex.properties .
2. writeType=“1”,所有写操作都随机的发送到配置的writeHost,但不推荐使用
5.3 switchType属性
-1 表示不自动切换
1 默认值,自动切换
2 基于MySQL主从同步的状态决定是否切换 ,心跳语句为 show slave status
datahost其他配置
5.4 连接有关
maxCon="1000":最大的并发连接数
minCon="10" :mycat在启动之后,会在后端节点上自动开启的连接线程
5.5 tempReadHostAvailable="1"
这个一主一从时(1个writehost,1个readhost时),可以开启这个参数,如果2个writehost,2个readhost时
<heartbeat>select user()</heartbeat> 监测心跳
6. Mycat 分布式架构--垂直分表
taobao user (sh1),order_t(sh2) ,others(sh3)
cd /data/app/mycat/conf
mv schema.xml schema.xml.ha
vim schema.xml
<?xml version="1.0"?>
<!DOCTYPE mycat:schema SYSTEM "schema.dtd">
<mycat:schema xmlns:mycat="http://io.mycat/">
<schema name="TESTDB" checkSQLschema="false" sqlMaxLimit="100" dataNode="sh1">
<table name="user" dataNode="sh1"/>
<table name="order_t" dataNode="sh2"/>
</schema>
<dataNode name="sh1" dataHost="oldguo1" database= "taobao" />
<dataNode name="sh2" dataHost="oldguo2" database= "taobao" />
<dataNode name="sh3" dataHost="oldguo3" database= "taobao" />
<dataHost name="oldguo1" maxCon="1000" minCon="10" balance="1" writeType="0" dbType="mysql" dbDriver="native" switchType="1">
<heartbeat>select user()</heartbeat>
<writeHost host="db1" url="10.0.0.51:3307" user="root" password="123">
<readHost host="db2" url="10.0.0.51:3309" user="root" password="123" />
</writeHost>
<writeHost host="db3" url="10.0.0.52:3307" user="root" password="123">
<readHost host="db4" url="10.0.0.52:3309" user="root" password="123" />
</writeHost>
</dataHost>
<dataHost name="oldguo2" maxCon="1000" minCon="10" balance="1" writeType="0" dbType="mysql" dbDriver="native" switchType="1">
<heartbeat>select user()</heartbeat>
<writeHost host="db1" url="10.0.0.51:3308" user="root" password="123">
<readHost host="db2" url="10.0.0.51:3310" user="root" password="123" />
</writeHost>
<writeHost host="db3" url="10.0.0.52:3308" user="root" password="123">
<readHost host="db4" url="10.0.0.52:3310" user="root" password="123" />
</writeHost>
</dataHost>
</mycat:schema>
创建测试库和表:
mysql -S /data/3307/mysql.sock -e "create database taobao charset utf8;"
mysql -S /data/3308/mysql.sock -e "create database taobao charset utf8;"
mysql -S /data/3307/mysql.sock -e "use taobao;create table user(id int,name varchar(20))";
mysql -S /data/3308/mysql.sock -e "use taobao;create table order_t(id int,name varchar(20))"
# 重启mycat
mycat restart
# mycat中对user 和 order 数据插入
mysql -uroot -p123456 -h 10.0.0.51 -P 8066
insert into user values(1,'a');
insert into user values(2,'b');
insert into user values(3,'c');
commit;
insert into order_t values(1,'x'),(2,'y');
commit;
[root@db01 conf]# mysql -S /data/3307/mysql.sock -e "show tables from taobao"
+------------------+
| Tables_in_taobao |
+------------------+
| user |
+------------------+
[root@db01 conf]# mysql -S /data/3308/mysql.sock -e "show tables from taobao"
+------------------+
| Tables_in_taobao |
+------------------+
| order_t |
+------------------+
[root@db01 conf]# mysql -S /data/3307/mysql.sock -e "select * from taobao.user"
+------+------+
| id | name |
+------+------+
| 1 | a |
| 2 | b |
| 3 | c |
+------+------+
[root@db01 conf]# mysql -S /data/3308/mysql.sock -e "select * from taobao.order_t"
+------+------+
| id | name |
+------+------+
| 1 | x |
| 2 | y |
+------+------+
[root@db01 conf]#
7. Mycat 分布式架构--水平拆分
7.0 重要概念
# 1. 分片策略 :几乎融合经典业务中大部分的分片策略。Mycat已经开发了相应算法,非常方便调用。
范围分片
取模
枚举
日期
HASH
等。
分片键: 作为分片条件的列。
7.1 范围分片
比如说t3表
(1)行数非常多,2000w(1-1000w:sh1 1000w01-2000w:sh2)
(2)访问非常频繁,用户访问较离散
# 1. 修改schema.xml文件,定制分片策略
cp schema.xml schema.xml.1
vim schema.xml
添加:
<table name="t3" dataNode="sh1,sh2" rule="auto-sharding-long" />
# 2. 定义和使用分片策略
vim rule.xml
<tableRule name="auto-sharding-long">
<rule>
<columns>id</columns>
<algorithm>rang-long</algorithm>
</rule>
<function name="rang-long"
class="io.mycat.route.function.AutoPartitionByLong">
<property name="mapFile">autopartition-long.txt</property>
</function>
# 3. 定义范围
vim autopartition-long.txt
0-10=0
10-20=1
4. 创建测试表:
mysql -S /data/3307/mysql.sock -e "use taobao;create table t3 (id int not null primary key auto_increment,name varchar(20) not null);"
mysql -S /data/3308/mysql.sock -e "use taobao;create table t3 (id int not null primary key auto_increment,name varchar(20) not null);"
5. 测试:
重启mycat
mycat restart
mysql -uroot -p123456 -h 10.0.0.51 -P 8066
insert into t3(id,name) values(1,'a');
insert into t3(id,name) values(2,'b');
insert into t3(id,name) values(3,'c');
insert into t3(id,name) values(4,'d');
insert into t3(id,name) values(11,'aa');
insert into t3(id,name) values(12,'bb');
insert into t3(id,name) values(13,'cc');
insert into t3(id,name) values(14,'dd');
[root@db01 conf]# mysql -S /data/3308/mysql.sock -e "select * from taobao.t3"
[root@db01 conf]# mysql -S /data/3307/mysql.sock -e "select * from taobao.t3"
7.2 取模分片
1%3 1
2%3 2
3%3 0
4%3 1
任何正整数数字和N(正整数)取模,得的值永远都是 0~N-1
id % 分片数量取模
N % 5 = 0-4 idx
取余分片方式:分片键(一个列)与节点数量进行取余,得到余数,将数据写入对应节点
# 1. 修改配置文件
vim schema.xml
<table name="t4" dataNode="sh1,sh2" rule="mod-long" />
# 2. 查看和定义分片使用
vim rule.xml
<property name="count">2</property>
# 3. 准备测试环境
创建测试表:
mysql -S /data/3307/mysql.sock -e "use taobao;create table t4 (id int not null primary key auto_increment,name varchar(20) not null);"
mysql -S /data/3308/mysql.sock -e "use taobao;create table t4 (id int not null primary key auto_increment,name varchar(20) not null);"
重启mycat
mycat restart
# 4. 测试:
mysql -uroot -p123456 -h10.0.0.51 -P8066
use TESTDB
insert into t4(id,name) values(1,'a');
insert into t4(id,name) values(2,'b');
insert into t4(id,name) values(3,'c');
insert into t4(id,name) values(4,'d');
insert into t4(id,name) values(6,'x'),(8,'y'),(10,'z');
分别登录后端节点查询数据
mysql -S /data/3308/mysql.sock -e "select * from taobao.t4"
mysql -S /data/3307/mysql.sock -e "select * from taobao.t4"
7.3 枚举分片
t5 表
id name telnum
1 bj 1212
2 sh 22222
3 bj 3333
4 sh 44444
5 bj 5555
sharding-by-intfile
# 1. 设计分片策略
vim schema.xml
<table name="t5" dataNode="sh1,sh2" rule="sharding-by-intfile" />
# 2. 应用分片策略
vim rule.xml
<tableRule name="sharding-by-intfile">
<rule>
<columns>name</columns>
<algorithm>hash-int</algorithm>
</rule>
</tableRule>
<function name="hash-int" class="org.opencloudb.route.function.PartitionByFileMap">
<property name="mapFile">partition-hash-int.txt</property>
<property name="type">1</property>
</function>
vim partition-hash-int.txt 配置:
bj=0
sh=1
DEFAULT_NODE=1
# 3. 准备测试环境
mysql -S /data/3307/mysql.sock -e "use taobao;create table t5 (id int not null primary key auto_increment,name varchar(20) not null);"
mysql -S /data/3308/mysql.sock -e "use taobao;create table t5 (id int not null primary key auto_increment,name varchar(20) not null);"
重启mycat
mycat restart
# 4. 插入测试数据:
mysql -uroot -p123456 -h10.0.0.51 -P8066
use TESTDB
insert into t5(id,name) values(1,'bj');
insert into t5(id,name) values(2,'sh');
insert into t5(id,name) values(3,'bj');
insert into t5(id,name) values(4,'sh');
insert into t5(id,name) values(5,'tj');
mysql -S /data/3308/mysql.sock -e "select * from taobao.t5"
mysql -S /data/3307/mysql.sock -e "select * from taobao.t5"
7.4 Mycat全局表
a b c d .....
join
t
a
id name age
1 zs 18 sh1
id addr aid
1001 bj 1
1002 sh 2
2 ls 19 sh2
id addr aid
1001 bj 1
1002 sh 2
t
id addr aid
1001 bj 1
1002 sh 2
使用场景:
如果你的业务中有些数据类似于数据字典,比如配置文件的配置,
常用业务的配置或者数据量不大很少变动的表,这些表往往不是特别大,
而且大部分的业务场景都会用到,那么这种表适合于Mycat全局表,无须对数据进行切分,
要在所有的分片上保存一份数据即可,Mycat 在Join操作中,业务表与全局表进行Join聚合会优先选择相同分片内的全局表join,
避免跨库Join,在进行数据插入操作时,mycat将把数据分发到全局表对应的所有分片执行,在进行数据读取时候将会随机获取一个节点读取数据。
# 1. 设置全局表策略
vim schema.xml
<table name="t_area" primaryKey="id" type="global" dataNode="sh1,sh2" />
# 2. 后端数据准备
mysql -S /data/3307/mysql.sock -e "use taobao;create table t_area (id int not null primary key auto_increment,name varchar(20) not null);"
mysql -S /data/3308/mysql.sock -e "use taobao;create table t_area (id int not null primary key auto_increment,name varchar(20) not null);"
重启mycat
mycat restart
# 3. 测试:
mysql -uroot -p123456 -h10.0.0.51 -P8066
use TESTDB
insert into t_area(id,name) values(1,'a');
insert into t_area(id,name) values(2,'b');
insert into t_area(id,name) values(3,'c');
insert into t_area(id,name) values(4,'d');
mysql -S /data/3308/mysql.sock -e "select * from taobao.t_area"
mysql -S /data/3307/mysql.sock -e "select * from taobao.t_area"
7.5 E-R分片
a
join
b
on a.xx =b.yy
a
id name
1 a sh1
3 c
2 b sh2
4 d
b
id addr aid
1001 bj 1 sh1
1002 sh 2
1003 tj 3 sh2
1004 wh 4
为了防止跨分片join,可以使用E-R模式
<table name="a" dataNode="sh1,sh2" rule="mod-long">
<childTable name="b" joinKey="aid" parentKey="id" />
</table>
select * from a join b on a.id = b.aid where a.name=d
例子:
1. 修改配置文件
vim schema.xml
<table name="a" dataNode="sh1,sh2" rule="mod-long_oldguo">
<childTable name="b" joinKey="aid" parentKey="id" />
</table>
2. 修改rule.xml mod-log分片策略:
vim rule.xml
<tableRule name="mod-long_oldguo">
<rule>
<columns>id</columns>
<algorithm>mod-long_oldguo</algorithm>
</rule>
</tableRule>
<function name="mod-long_oldguo" class="io.mycat.route.function.PartitionByMod">
<!-- how many data nodes -->
<property name="count">2</property>
</function>
3. 创建测试表
mysql -S /data/3307/mysql.sock -e "use taobao;create table a (id int not null primary key auto_increment,name varchar(20) not null);"
mysql -S /data/3307/mysql.sock -e "use taobao;create table b (id int not null primary key auto_increment,addr varchar(20) not null ,aid int );"
mysql -S /data/3308/mysql.sock -e "use taobao;create table a (id int not null primary key auto_increment,name varchar(20) not null);"
mysql -S /data/3308/mysql.sock -e "use taobao;create table b (id int not null primary key auto_increment,addr varchar(20) not null ,aid int );"
4. 重启mycat 测试
mycat restart
mysql -uroot -p123456 -h10.0.0.51 -P8066
use TESTDB
insert into a(id,name) values(1,'a'); 1 3308
insert into a(id,name) values(2,'b'); 0 3307
insert into a(id,name) values(3,'c'); 1 3308
insert into a(id,name) values(4,'d'); 0 3307
insert into a(id,name) values(5,'e'); 1 3308
insert into b(id,addr,aid) values(1001,'bj',1); 1 3308
insert into b(id,addr,aid) values(1002,'sj',3); 1 3308
insert into b(id,addr,aid) values(1003,'sd',4); 0 3307
insert into b(id,addr,aid) values(1004,'we',2); 0 3307
insert into b(id,addr,aid) values(1005,'er',5); 0 3307
========
后端数据节点数据分布:
mysql -S /data/3307/mysql.sock -e "select * from taobao.a"
mysql -S /data/3307/mysql.sock -e "select * from taobao.b"
mysql -S /data/3308/mysql.sock -e "select * from taobao.a"
mysql -S /data/3308/mysql.sock -e "select * from taobao.b"
8. 管理类操作
[root@db01 conf]# mysql -uroot -p123456 -h10.0.0.51 -P9066
查看帮助
show @@help;
查看Mycat 服务情况
show @@server ;
查看分片信息
mysql> show @@datanode;
查看数据源
show @@datasource
重新加载配置信息
reload @@config : schema.xml
reload @@config_all : 所有配置重新加载
9. 修改逻辑库:
逻辑库名
# 总配置文件
schema.xml
<schema name="oldboy" checkSQLschema="false" sqlMaxLimit="100" dataNode="sh1">
sh3
sh4
</schema>
# mycat 服务配置
server.xml
<user name="root" defaultAccount="true">
<property name="password">123456</property>
<property name="schemas">oldboy</property>
<property name="defaultSchema">oldboy</property>
<!--No MyCAT Database selected 错误前会尝试使用该schema作为schema,不设置则为null,报错 -->
<!-- 表级 DML 权限设置 -->
<!--
<privileges check="false">
<schema name="TESTDB" dml="0110" >
<table name="tb01" dml="0000"></table>
<table name="tb02" dml="1111"></table>
</schema>
</privileges>
-->
</user>
<user name="user">
<property name="password">user</property>
<property name="schemas">oldboy</property>
<property name="readOnly">true</property>
<property name="defaultSchema">oldboy</property>
</user>
reload @@config_all : 所有配置重新加载
2. 添加一个逻辑库
schema.xml
<schema name="oldguo" checkSQLschema="false" sqlMaxLimit="100" dataNode="sh1">
</schema>
server.xml
<property name="schemas">oldboy,oldguo</property>
reload @@config_all : 所有配置重新加载
课后练习:
1. 测试月份分片 <tableRule name="sharding-by-month">
2. Mycat+3*MHA分片架构+月份分片