算术运算函数
sum()求和
mysql> select sum(price) from books;
+------------+| sum(price) |+------------+| 10048 |+------------+1 row in set (0.00 sec)avg()平均值
求书籍id小于3的所有书籍的平均价格
mysql> select avg(price) from books where bid<=3;
+------------+| avg(price) |+------------+| 39.3333 |+------------+1 row in set (0.00 sec)max()最大值
min()最小值
count()统计记录数
统计价格大于40的所有书籍的数量
mysql> select count(*) from books where price>40;
+----------+| count(*) |+----------+| 43 |+----------+1 row in set (0.00 sec)mysql> select count(distinct price) from books where price>40;
+-----------------------+| count(distinct price) |+-----------------------+| 26 |+-----------------------+1 row in set (0.00 sec)
算数运算 +- * /
给所有价格小于40元的书籍涨价5元
mysql> update books set price=price+5 where price <40;
Query OK, 1 row affected (0.00 sec)Rows matched: 1 Changed: 1 Warnings: 0给所有价格高于70元的书籍打8折
mysql> update books set price=price*0.8 where price>70;
Query OK, 10 rows affected (0.00 sec)Rows matched: 10 Changed: 10 Warnings: 0
字段修饰符(约束)null 和not null
not null的字段是不能插入null的,只能插入空值或其他内容,空值不占用空间,而null占用额外空间。
not null 比null的效率更高,因为在索引中如果含义null,索引不会存储null的空间,所以索引中的null效率会变慢。
mysql> select * from test;
+------+------+| col1 | col2 |+------+------+| | NULL || 1 | 2 || | 2 || | 2 || adb | NULL |+------+------+5 rows in set (0.00 sec)mysql> select * from test where col1 is not null; #not null也包含空值
+------+------+| col1 | col2 |+------+------+| | NULL || 1 | 2 || | 2 || | 2 || adb | NULL |+------+------+5 rows in set (0.00 sec)mysql> select * from test where col1 <> ''; #其中“<>”代表不等于
+------+------+| col1 | col2 |+------+------+| 1 | 2 || adb | NULL |+------+------+2 rows in set (0.00 sec)
DEfault 默认字段
mysql> create table test2(name varchar(8) not null,dept varchar(25) default 'sister');
Query OK, 0 rows affected (0.03 sec)mysql> desc test2;
+-------+-------------+------+-----+---------+-------+| Field | Type | Null | Key | Default | Extra |+-------+-------------+------+-----+---------+-------+| name | varchar(8) | NO | | NULL | || dept | varchar(25) | YES | | sister | |+-------+-------------+------+-----+---------+-------+2 rows in set (0.00 sec)mysql> insert into test2(name) values('abc');
Query OK, 1 row affected (0.01 sec)mysql> select * from test2;
+------+--------+| name | dept |+------+--------+| abc | sister | #default默认字段自动加上,无需手写+------+--------+1 row in set (0.00 sec)
AUTO_INCREMENT 字段约束 自增长
mysql> create table test3(id int not null auto_increment primary key ,label varchar(20) not null);
mysql> desc test3;
+-------+-------------+------+-----+---------+----------------+| Field | Type | Null | Key | Default | Extra |+-------+-------------+------+-----+---------+----------------+| id | int(11) | NO| PRI | NULL | auto_increment || label | varchar(20) | NO | | NULL | |+-------+-------------+------+-----+---------+----------------+2 rows in set (0.00 sec) mysql> insert into test3(label) values('abc');mysql> insert into test3(label) values('abcd');
mysql> insert into test3 values(9,'abc');
mysql> select * from test3;
+----+-------+| id | label |+----+-------+| 1 | abc || 2 | abcd || 9 | abc |+----+-------+3 rows in set (0.00 sec)mysql> insert into test3(label) values('abcff');
Query OK, 1 row affected (0.05 sec)mysql> select * from test3;
+----+-------+| id | label |+----+-------+| 1 | abc || 2 | abcd || 9 | abc || 10 | abcff |+----+-------+4 rows in set (0.00 sec)
mysql> delete from test3;
Query OK, 3 rows affected (0.01 sec)mysql> select * from test3;
Empty set (0.00 sec)mysql> insert into test3(label) values('dosg');
Query OK, 1 row affected (0.01 sec)mysql> select * from test3;
+----+-------+| id | label |+----+-------+| 9 | dosg | #默认从上次的值往后计算+----+-------+1 row in set (0.01 sec)mysql> delete from test where col1='1';
Query OK, 0 rows affected (0.00 sec)
mysql> truncate test3; #截断表,默认表内容全丢失,下次插入新字段从1开始计算
Query OK, 0 rows affected (0.01 sec)mysql> insert into test3(label) values('xuesheng');
Query OK, 1 row affected (0.01 sec)mysql> select * from test3;
+----+----------+| id | label |+----+----------+| 1 | xuesheng |+----+----------+1 row in set (0.01 sec)
索引是一种特殊的文件(InnoDB数据表中的索引是表空间的一个组成部分),包含对数据表里所有记录的引用指针。相当于一本书里面的目录,加快数据库查询速度。
缺点:索引是以文件存储的,索引过多,占用磁盘空间较大。影响insert,update,delete的执行时间。
索引数据必须与数据表数据同步,如果索引过多,当数据表数据更新时,索引也要同步更新,这就降低了效率。
索引类型
普通索引: 不具备唯一性,只是为了提高查询速度
mysql> create table test6(id int(4),name varchar(20),pwd varchar(20),index(pwd)); #index(pwd)中index为索引,pwd为需要索引的列;还可以写成key(pwd)
Query OK, 0 rows affected (0.02 sec)mysql> desc test6;
+-------+-------------+------+-----+---------+-------+| Field | Type | Null | Key | Default | Extra |+-------+-------------+------+-----+---------+-------+| id | int(4) | YES | | NULL | || name | varchar(20)| YES | | NULL | || pwd | varchar(20) | YES | MUL | NULL | | #Key为MUL表示为普通索引+-------+-------------+------+-----+---------+-------+3 rows in set (0.01 sec)
mysql> create table test7(id int(4),name varchar(20),pwd varchar(20),index Chen (pwd)); #指定pwd列的索引名称为Chen
mysql> show create table test7;
| Table | Create Table |
+-------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+| test7 | CREATE TABLE `test7` ( `id` int(4) DEFAULT NULL, `name` varchar(20) DEFAULT NULL, `pwd` varchar(20) DEFAULT NULL, KEY `Chen` (`pwd`) #指定pwd的索引名称为Chen,默认不指定为列名) ENGINE=InnoDB DEFAULT CHARSET=utf8 |+-------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+1 row in set (0.01 sec)
主键索引 primary
mysql> create table demo(id int(4) not null auto_increment,name varchar(20) default null,primary key(id)); #主键设置key(id)
Query OK, 0 rows affected (0.01 sec)mysql> desc demo;
+-------+-------------+------+-----+---------+----------------+| Field | Type | Null | Key | Default | Extra |+-------+-------------+------+-----+---------+----------------+| id | int(4) | NO | PRI | NULL | auto_increment | #key 为PRI主键模式| name | varchar(20) | YES | | NULL | |+-------+-------------+------+-----+---------+----------------+2 rows in set (0.00 sec)
mysql> create table test12(id int(4) not null ,name varchar(20)default null,key chen(name));
Query OK, 0 rows affected (0.07 sec)mysql> show create table test12;
+--------+-----------------------------------------------------------------------------------------------------------------------------------------------+| Table | Create Table |+--------+-----------------------------------------------------------------------------------------------------------------------------------------------+| test12 | CREATE TABLE `test12` ( `id` int(4) NOT NULL, `name` varchar(20) DEFAULT NULL,KEY `chen` (`name`) #创建索引,并设置索引名称为chen) ENGINE=InnoDB DEFAULT CHARSET=utf8 |+--------+-----------------------------------------------------------------------------------------------------------------------------------------------+1 row in set (0.00 sec)mysql> alter table test12 drop key name; #删除索引字段,无法删除
ERROR 1091 (42000): Can't DROP 'name'; check that column/key existsmysql> alter table test12 drop key chen; #删除索引名称,可以删除Query OK, 0 rows affected (0.01 sec)Records: 0 Duplicates: 0 Warnings: 0mysql> show create table test12;
+--------+------------------------------------------------------------------------------------------------------------------------+| Table | Create Table |+--------+------------------------------------------------------------------------------------------------------------------------+| test12 | CREATE TABLE `test12` ( `id` int(4) NOT NULL, `name` varchar(20) DEFAULT NULL) ENGINE=InnoDB DEFAULT CHARSET=utf8 |+--------+------------------------------------------------------------------------------------------------------------------------+1 row in set (0.00 sec)
mysql> alter table test12 add key wang(id); #增加索引,给id字段增加索引名称为wang
Query OK, 0 rows affected (0.05 sec)Records: 0 Duplicates: 0 Warnings: 0mysql> show create table test12;
+--------+---------------------------------------------------------------------------------------------------------------------------------------------+| Table | Create Table |+--------+---------------------------------------------------------------------------------------------------------------------------------------------+| test12 | CREATE TABLE `test12` ( `id` int(4) NOT NULL, `name` varchar(20) DEFAULT NULL,KEY `wang` (`id`)) ENGINE=InnoDB DEFAULT CHARSET=utf8 |+--------+---------------------------------------------------------------------------------------------------------------------------------------------+1 row in set (0.00 sec)
唯一性索引 unique
mysql> create table test13(id int(4) auto_increment primary key,uname varchar(20),up varchar(20),unique index(uname));
Query OK, 0 rows affected (0.04 sec) #对uname字段做唯一性索引mysql> desc test13;
+-------+-------------+------+-----+---------+----------------+| Field | Type | Null | Key | Default | Extra |+-------+-------------+------+-----+---------+----------------+| id | int(4) | NO | PRI | NULL | auto_increment || uname | varchar(20) | YES | UNI | NULL | | #唯一性索引,字段内容不能重复,具有唯一性| up | varchar(20) | YES | | NULL | |+-------+-------------+------+-----+---------+----------------+3 rows in set (0.00 sec)mysql> alter table test13 drop key uname; #删除索引
Query OK, 0 rows affected (0.01 sec)Records: 0 Duplicates: 0 Warnings: 0mysql> alter table test13 add unique chen(uname); #增加唯一性索引,字段为uname,索引名称为chen
Query OK, 0 rows affected (0.01 sec)Records: 0 Duplicates: 0 Warnings: 0mysql> show create table test13;
+--------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+| Table | Create Table |+--------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+| test13 | CREATE TABLE `test13` ( `id` int(4) NOT NULL AUTO_INCREMENT, `uname` varchar(20) DEFAULT NULL, `up` varchar(20) DEFAULT NULL, PRIMARY KEY (`id`),UNIQUE KEY `chen` (`uname`) #修改唯一性索引后的名称) ENGINE=InnoDB DEFAULT CHARSET=utf8 |+--------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+1 row in set (0.00 sec)
mysql> alter table test13 change id id int(4) not null; #删除auto_increment类型,使用change
Query OK, 0 rows affected (0.10 sec)Records: 0 Duplicates: 0 Warnings: 0mysql> desc test13;
+-------+-------------+------+-----+---------+-------+| Field | Type | Null | Key | Default | Extra |+-------+-------------+------+-----+---------+-------+| id | int(4) | NO | PRI | NULL | || uname | varchar(20) | YES | UNI | NULL | || up | varchar(20) | YES | | NULL | |+-------+-------------+------+-----+---------+-------+3 rows in set (0.00 sec)mysql> alter table test13 drop primary key; #删除主键类型
Query OK, 0 rows affected (0.04 sec)Records: 0 Duplicates: 0 Warnings: 0mysql> desc test13;
+-------+-------------+------+-----+---------+-------+| Field | Type | Null | Key | Default | Extra |+-------+-------------+------+-----+---------+-------+| id | int(4) | NO | | NULL | | #主键类型为空,已删除| uname | varchar(20) | YES | UNI | NULL | || up | varchar(20) | YES | | NULL | |+-------+-------------+------+-----+---------+-------+3 rows in set (0.00 sec)
复合索引
mysql> create table firewall(host varchar(15) not null, port smallint(4) not null, access enum('deny','allow') not null,primary key(host,port));
Query OK, 0 rows affected (0.01 sec) #主键有2个,分别为host和port字段mysql> desc firewall;
+--------+----------------------+------+-----+---------+-------+| Field | Type | Null | Key | Default | Extra |+--------+----------------------+------+-----+---------+-------+| host | varchar(15) | NO | PRI | NULL | || port | smallint(4) | NO | PRI | NULL | || access | enum('deny','allow') | NO | | NULL | |+--------+----------------------+------+-----+---------+-------+3 rows in set (0.00 sec)mysql> insert into firewall values('192.168.2.1',22,'allow');
Query OK, 1 row affected (0.01 sec)mysql> insert into firewall values('192.168.2.1',23,'deny'); #这里host和port作为一个整体,只有这个整体信息一样,才被认为是内容相同不能插入
Query OK, 1 row affected (0.00 sec)
外键约束 设定表与表之间的约束关系on delete cascade on update cascade 表示级联更新和级联删除
例如有2张表,一张用户表,一张订单表,用户表里的用户删除了,订单表里的用户就成了无头数据。所以需要使用外键约束来定义2张表之间的关联关系,保障第一张表改变的同时第二张表也跟着改变。
mysql> create table `user`(id int(11) not null auto_increment,name varchar(50) not null default '',sex int(1) not null default '0',primary key(id))ENGINE=innodb;
Query OK, 0 rows affected (0.01 sec)mysql> create table `order`(o_id int(11) auto_increment,u_id int(11) default '0',username varchar(50),money int(11),primary key(o_id),index(u_id),foreign key order_f_key(u_id) references user(id) on delete cascade on update cascade)ENGINE=innodb;
Query OK, 0 rows affected (0.01 sec)mysql> insert into `order`(u_id,username,money) values(1,'HA',234),(2,'LB',146),(3,'HPC',256);
Query OK, 3 rows affected (0.01 sec)Records: 3 Duplicates: 0 Warnings: 0mysql> select * from `order`;
+------+------+----------+-------+| o_id | u_id | username | money |+------+------+----------+-------+| 1 | 1 | HA | 234 || 2 | 2 | LB | 146 || 3 | 3 | HPC | 256 |+------+------+----------+-------+3 rows in set (0.00 sec)mysql> delete from user where id=1; #删除user表中id=1的行
Query OK, 1 row affected (0.06 sec)mysql> select * from `order`; #删除了user表后,order表自动进行了更新
+------+------+----------+-------+| o_id | u_id | username | money |+------+------+----------+-------+| 2 | 2 | LB | 146 || 3 | 3 | HPC | 256 |+------+------+----------+-------+2 rows in set (0.01 sec)
视图 view 经常需要查看几个固定表时,可以使用视图关联这几个表,以后只查看该视图就能够找到这几个表中的内容,不用单独去查看每一张表。视图是存在于数据库中的虚拟表
table1 table2 table3 >> select * from view1;book
mysql> create view bc as select b.bName,b.price,c.bTypeName from books as b left join category as c on b.bTypeId=c.bTypeId;
Query OK, 0 rows affected (0.01 sec) b和c为别名,b表示books,c表示category 其中left join表示左连接mysql> select * from bc; #通过视图查看表信息
+---------------------------------------------------------+-------+---------------+
| bName | price | bTypeName |+---------------------------------------------------------+-------+---------------+| 网站制作直通车 | 39 | 网站 || 黑客与网络安全 | 41 | 黑客 || 网络程序与设计-asp | 43 | 网站 || pagemaker 7.0短期培训教程 | 43 | 平面+---------------------------------------------------------+-------+---------------+
4 rows in set (0.07 sec)mysql> select * from bc where price<40;
+-----------------------+-------+-----------+| bName | price | bTypeName |+-----------------------+-------+-----------+| 网站制作直通车 | 39 | 网站 |+-----------------------+-------+-----------+1 row in set (0.00 sec)
mysql> alter view bc as select b.bName,b.publishing,c.bTypeId from books as b left join category as c on b.bTypeId=c.bTypeId;
Query OK, 0 rows affected (0.01 sec) #修改视图信息mysql> update bc set bName='HA' where price=39; #不能更改原因,修改了视图列信息,只有bName,b,publishing,而没有
ERROR 1288 (HY000): The target table bc of the UPDATE is not updatablemysql> drop view bc; #删除视图
Query OK, 0 rows affected (0.00 sec)