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Mysql排序和分页(order by&limit)及存在的坑

【字号: 日期:2023-10-11 10:44:46浏览:2作者:猪猪

排序查询(order by)

电商中:我们想查看今天所有成交的订单,按照交易额从高到低排序,此时我们可以使用数据库中的排序功能来完成。

排序语法:

select 字段名 from 表名 order by 字段1 [asc|desc],字段2 [asc|desc]; 需要排序的字段跟在order by之后; asc|desc表示排序的规则,asc:升序,desc:降序,默认为asc; 支持多个字段进行排序,多字段排序之间用逗号隔开。

单字段排序

mysql> create table test2(a int,b varchar(10));Query OK, 0 rows affected (0.01 sec)mysql> insert into test2 values (10,’jack’),(8,’tom’),(5,’ready’),(100,’javacode’);Query OK, 4 rows affected (0.00 sec)Records: 4 Duplicates: 0 Warnings: 0mysql> select * from test2;+------+----------+| a | b |+------+----------+| 10 | jack || 8 | tom || 5 | ready || 100 | javacode |+------+----------+4 rows in set (0.00 sec)mysql> select * from test2 order by a asc;+------+----------+| a | b |+------+----------+| 5 | ready || 8 | tom || 10 | jack || 100 | javacode |+------+----------+4 rows in set (0.00 sec)mysql> select * from test2 order by a desc;+------+----------+| a | b |+------+----------+| 100 | javacode || 10 | jack || 8 | tom || 5 | ready |+------+----------+4 rows in set (0.00 sec)mysql> select * from test2 order by a;+------+----------+| a | b |+------+----------+| 5 | ready || 8 | tom || 10 | jack || 100 | javacode |+------+----------+4 rows in set (0.00 sec)

多字段排序

比如学生表,先按学生年龄降序,年龄相同时,再按学号升序,如下:

mysql> create table stu(id int not null comment ’学号’ primary key,age tinyint not null comment ’年龄’,name varchar(16) comment ’姓名’);Query OK, 0 rows affected (0.01 sec)mysql> insert into stu (id,age,name) values (1001,18,’路人甲Java’),(1005,20,’刘德华’),(1003,18,’张学友’),(1004,20,’张国荣’),(1010,19,’梁朝伟’);Query OK, 5 rows affected (0.00 sec)Records: 5 Duplicates: 0 Warnings: 0mysql> select * from stu;+------+-----+---------------+| id | age | name |+------+-----+---------------+| 1001 | 18 | 路人甲Java || 1003 | 18 | 张学友 || 1004 | 20 | 张国荣 || 1005 | 20 | 刘德华 || 1010 | 19 | 梁朝伟 |+------+-----+---------------+5 rows in set (0.00 sec)mysql> select * from stu order by age desc,id asc;+------+-----+---------------+| id | age | name |+------+-----+---------------+| 1004 | 20 | 张国荣 || 1005 | 20 | 刘德华 || 1010 | 19 | 梁朝伟 || 1001 | 18 | 路人甲Java || 1003 | 18 | 张学友 |+------+-----+---------------+5 rows in set (0.00 sec)

按别名排序

mysql> select * from stu;+------+-----+---------------+| id | age | name |+------+-----+---------------+| 1001 | 18 | 路人甲Java || 1003 | 18 | 张学友 || 1004 | 20 | 张国荣 || 1005 | 20 | 刘德华 || 1010 | 19 | 梁朝伟 |+------+-----+---------------+5 rows in set (0.00 sec)mysql> select age ’年龄’,id as ’学号’ from stu order by 年龄 asc,学号 desc;+--------+--------+| 年龄 | 学号 |+--------+--------+| 18 | 1003 || 18 | 1001 || 19 | 1010 || 20 | 1005 || 20 | 1004 |+--------+--------+

按函数排序

有学生表(id:编号,birth:出生日期,name:姓名),如下:

mysql> drop table if exists student;Query OK, 0 rows affected (0.01 sec)mysql> CREATE TABLE student ( -> id int(11) NOT NULL COMMENT ’学号’, -> birth date NOT NULL COMMENT ’出生日期’, -> name varchar(16) DEFAULT NULL COMMENT ’姓名’, -> PRIMARY KEY (id) -> );Query OK, 0 rows affected (0.01 sec)mysql> insert into student (id,birth,name) values (1001,’1990-10-10’,’路人甲Java’),(1005,’1960-03-01’,’刘德华’),(1003,’1960-08-16’,’张学友’),(1004,’1968-07-01’,’张国荣’),(1010,’1962-05-16’,’梁朝伟’);Query OK, 5 rows affected (0.00 sec)Records: 5 Duplicates: 0 Warnings: 0mysql>mysql> SELECT * FROM student;+------+------------+---------------+| id | birth | name |+------+------------+---------------+| 1001 | 1990-10-10 | 路人甲Java || 1003 | 1960-08-16 | 张学友 || 1004 | 1968-07-01 | 张国荣 || 1005 | 1960-03-01 | 刘德华 || 1010 | 1962-05-16 | 梁朝伟 |+------+------------+---------------+5 rows in set (0.00 sec)

需求:按照出生年份升序、编号升序,查询出编号、出生日期、出生年份、姓名,2种写法如下:

mysql> SELECT id 编号,birth 出生日期,year(birth) 出生年份,name 姓名 from student ORDER BY year(birth) asc,id asc;+--------+--------------+--------------+---------------+| 编号 | 出生日期 | 出生年份 | 姓名 |+--------+--------------+--------------+---------------+| 1003 | 1960-08-16 | 1960 | 张学友 || 1005 | 1960-03-01 | 1960 | 刘德华 || 1010 | 1962-05-16 | 1962 | 梁朝伟 || 1004 | 1968-07-01 | 1968 | 张国荣 || 1001 | 1990-10-10 | 1990 | 路人甲Java |+--------+--------------+--------------+---------------+5 rows in set (0.00 sec)mysql> SELECT id 编号,birth 出生日期,year(birth) 出生年份,name 姓名 from student ORDER BY 出生年份 asc,id asc;+--------+--------------+--------------+---------------+| 编号 | 出生日期 | 出生年份 | 姓名 |+--------+--------------+--------------+---------------+| 1003 | 1960-08-16 | 1960 | 张学友 || 1005 | 1960-03-01 | 1960 | 刘德华 || 1010 | 1962-05-16 | 1962 | 梁朝伟 || 1004 | 1968-07-01 | 1968 | 张国荣 || 1001 | 1990-10-10 | 1990 | 路人甲Java |+--------+--------------+--------------+---------------+5 rows in set (0.00 sec)

说明:year函数:属于日期函数,可以获取对应日期中的年份。上面使用了2种方式排序,第一种是在order by中使用了函数,第二种是使用了别名排序。

where之后进行排序

有订单数据如下:

mysql> drop table if exists t_order;Query OK, 0 rows affected, 1 warning (0.00 sec)mysql> create table t_order( -> id int not null auto_increment comment ’订单编号’, -> price decimal(10,2) not null default 0 comment ’订单金额’, -> primary key(id) -> )comment ’订单表’;Query OK, 0 rows affected (0.01 sec)mysql> insert into t_order (price) values (88.95),(100.68),(500),(300),(20.88),(200.5);Query OK, 6 rows affected (0.00 sec)Records: 6 Duplicates: 0 Warnings: 0mysql> select * from t_order;+----+--------+| id | price |+----+--------+| 1 | 88.95 || 2 | 100.68 || 3 | 500.00 || 4 | 300.00 || 5 | 20.88 || 6 | 200.50 |+----+--------+6 rows in set (0.00 sec)

需求:查询订单金额>=100的,按照订单金额降序排序,显示2列数据,列头:订单编号、订单金额,如下:

mysql> select a.id 订单编号,a.price 订单金额 from t_order a where a.price>=100 order by a.price desc;+--------------+--------------+| 订单编号 | 订单金额 |+--------------+--------------+| 3 | 500.00 || 4 | 300.00 || 6 | 200.50 || 2 | 100.68 |+--------------+--------------+4 rows in set (0.00 sec)

limit介绍

limit用来限制select查询返回的行数,常用于分页等操作。

语法:

select 列 from 表 limit [offset,] count;

说明:

offset:表示偏移量,通俗点讲就是跳过多少行,offset可以省略,默认为0,表示跳过0行;范围:[0,+∞)。 count:跳过offset行之后开始取数据,取count行记录;范围:[0,+∞)。 limit中offset和count的值不能用表达式。

下面我们列一些常用的示例来加深理解。

获取前n行记录

select 列 from 表 limit 0,n;或者select 列 from 表 limit n;

示例,获取订单的前2条记录,如下:

mysql> create table t_order( -> id int not null auto_increment comment ’订单编号’, -> price decimal(10,2) not null default 0 comment ’订单金额’, -> primary key(id) -> )comment ’订单表’;Query OK, 0 rows affected (0.01 sec)mysql> insert into t_order (price) values (88.95),(100.68),(500),(300),(20.88),(200.5);Query OK, 6 rows affected (0.01 sec)Records: 6 Duplicates: 0 Warnings: 0mysql> select * from t_order;+----+--------+| id | price |+----+--------+| 1 | 88.95 || 2 | 100.68 || 3 | 500.00 || 4 | 300.00 || 5 | 20.88 || 6 | 200.50 |+----+--------+6 rows in set (0.00 sec)mysql> select a.id 订单编号,a.price 订单金额 from t_order a limit 2;+--------------+--------------+| 订单编号 | 订单金额 |+--------------+--------------+| 1 | 88.95 || 2 | 100.68 |+--------------+--------------+2 rows in set (0.00 sec)mysql> select a.id 订单编号,a.price 订单金额 from t_order a limit 0,2;+--------------+--------------+| 订单编号 | 订单金额 |+--------------+--------------+| 1 | 88.95 || 2 | 100.68 |+--------------+--------------+2 rows in set (0.00 sec)

获取最大的一条记录

我们需要获取订单金额最大的一条记录,可以这么做:先按照金额降序,然后取第一条记录,如下:

mysql> select a.id 订单编号,a.price 订单金额 from t_order a order by a.price desc;+--------------+--------------+| 订单编号 | 订单金额 |+--------------+--------------+| 3 | 500.00 || 4 | 300.00 || 6 | 200.50 || 2 | 100.68 || 1 | 88.95 || 5 | 20.88 |+--------------+--------------+6 rows in set (0.00 sec)mysql> select a.id 订单编号,a.price 订单金额 from t_order a order by a.price desc limit 1;+--------------+--------------+| 订单编号 | 订单金额 |+--------------+--------------+| 3 | 500.00 |+--------------+--------------+1 row in set (0.00 sec)mysql> select a.id 订单编号,a.price 订单金额 from t_order a order by a.price desc limit 0,1;+--------------+--------------+| 订单编号 | 订单金额 |+--------------+--------------+| 3 | 500.00 |+--------------+--------------+1 row in set (0.00 sec)

获取排名第n到m的记录

我们需要先跳过n-1条记录,然后取m-n+1条记录,如下:

select 列 from 表 limit n-1,m-n+1;

如:我们想获取订单金额最高的3到5名的记录,我们需要跳过2条,然后获取3条记录,如下:

mysql> select a.id 订单编号,a.price 订单金额 from t_order a order by a.price desc;+--------------+--------------+| 订单编号 | 订单金额 |+--------------+--------------+| 3 | 500.00 || 4 | 300.00 || 6 | 200.50 || 2 | 100.68 || 1 | 88.95 || 5 | 20.88 |+--------------+--------------+6 rows in set (0.00 sec)mysql> select a.id 订单编号,a.price 订单金额 from t_order a order by a.price desc limit 2,3;+--------------+--------------+| 订单编号 | 订单金额 |+--------------+--------------+| 6 | 200.50 || 2 | 100.68 || 1 | 88.95 |+--------------+--------------+3 rows in set (0.00 sec)

分页查询

开发过程中,分页我们经常使用,分页一般有2个参数:page:表示第几页,从1开始,范围[1,+∞)pageSize:每页显示多少条记录,范围[1,+∞)如:page = 2,pageSize = 10,表示获取第2页10条数据。我们使用limit实现分页,语法如下:

select 列 from 表名 limit (page - 1) * pageSize,pageSize;

需求:我们按照订单金额降序,每页显示2条,依次获取所有订单数据、第1页、第2页、第3页数据,如下:

mysql> select a.id 订单编号,a.price 订单金额 from t_order a order by a.price desc;+--------------+--------------+| 订单编号 | 订单金额 |+--------------+--------------+| 3 | 500.00 || 4 | 300.00 || 6 | 200.50 || 2 | 100.68 || 1 | 88.95 || 5 | 20.88 |+--------------+--------------+6 rows in set (0.00 sec)mysql> select a.id 订单编号,a.price 订单金额 from t_order a order by a.price desc limit 0,2;+--------------+--------------+| 订单编号 | 订单金额 |+--------------+--------------+| 3 | 500.00 || 4 | 300.00 |+--------------+--------------+2 rows in set (0.00 sec)mysql> select a.id 订单编号,a.price 订单金额 from t_order a order by a.price desc limit 2,2;+--------------+--------------+| 订单编号 | 订单金额 |+--------------+--------------+| 6 | 200.50 || 2 | 100.68 |+--------------+--------------+2 rows in set (0.00 sec)mysql> select a.id 订单编号,a.price 订单金额 from t_order a order by a.price desc limit 4,2;+--------------+--------------+| 订单编号 | 订单金额 |+--------------+--------------+| 1 | 88.95 || 5 | 20.88 |+--------------+--------------+2 rows in set (0.00 sec)

避免踩坑

limit中不能使用表达式

mysql> select * from t_order where limit 1,4+1;ERROR 1064 (42000): You have an error in your SQL syntax; check the manual that corresponds to your MySQL server version for the right syntax to use near ’limit 1,4+1’ at line 1mysql> select * from t_order where limit 1+0;ERROR 1064 (42000): You have an error in your SQL syntax; check the manual that corresponds to your MySQL server version for the right syntax to use near ’limit 1+0’ at line 1mysql>

结论:limit后面只能够跟明确的数字。

limit后面的2个数字不能为负数

mysql> select * from t_order where limit -1;ERROR 1064 (42000): You have an error in your SQL syntax; check the manual that corresponds to your MySQL server version for the right syntax to use near ’limit -1’ at line 1mysql> select * from t_order where limit 0,-1;ERROR 1064 (42000): You have an error in your SQL syntax; check the manual that corresponds to your MySQL server version for the right syntax to use near ’limit 0,-1’ at line 1mysql> select * from t_order where limit -1,-1;ERROR 1064 (42000): You have an error in your SQL syntax; check the manual that corresponds to your MySQL server version for the right syntax to use near ’limit -1,-1’ at line 1

排序分页存在的坑

准备数据:

mysql> insert into test1 (b) values (1),(2),(3),(4),(2),(2),(2),(2);Query OK, 8 rows affected (0.01 sec)Records: 8 Duplicates: 0 Warnings: 0mysql> select * from test1;+---+---+| a | b |+---+---+| 1 | 1 || 2 | 2 || 3 | 3 || 4 | 4 || 5 | 2 || 6 | 2 || 7 | 2 || 8 | 2 |+---+---+8 rows in set (0.00 sec)mysql> select * from test1 order by b asc;+---+---+| a | b |+---+---+| 1 | 1 || 2 | 2 || 5 | 2 || 6 | 2 || 7 | 2 || 8 | 2 || 3 | 3 || 4 | 4 |+---+---+8 rows in set (0.00 sec)

下面我们按照b升序,每页2条数据,来获取数据。

下面的sql依次为第1页、第2页、第3页、第4页、第5页的数据,如下:

mysql> select * from test1 order by b asc limit 0,2;+---+---+| a | b |+---+---+| 1 | 1 || 2 | 2 |+---+---+2 rows in set (0.00 sec)mysql> select * from test1 order by b asc limit 2,2;+---+---+| a | b |+---+---+| 8 | 2 || 6 | 2 |+---+---+2 rows in set (0.00 sec)mysql> select * from test1 order by b asc limit 4,2;+---+---+| a | b |+---+---+| 6 | 2 || 7 | 2 |+---+---+2 rows in set (0.00 sec)mysql> select * from test1 order by b asc limit 6,2;+---+---+| a | b |+---+---+| 3 | 3 || 4 | 4 |+---+---+2 rows in set (0.00 sec)mysql> select * from test1 order by b asc limit 7,2;+---+---+| a | b |+---+---+| 4 | 4 |+---+---+1 row in set (0.00 sec)

上面有2个问题:

问题1:看一下第2个sql和第3个sql,分别是第2页和第3页的数据,结果出现了相同的数据,是不是懵逼了。

问题2:整个表只有8条记录,怎么会出现第5页的数据呢,又懵逼了。

我们来分析一下上面的原因:主要是b字段存在相同的值,当排序过程中存在相同的值时,没有其他排序规则时,mysql懵逼了,不知道怎么排序了。

就像我们上学站队一样,按照身高排序,那身高一样的时候如何排序呢?身高一样的就乱排了。

建议:排序中存在相同的值时,需要再指定一个排序规则,通过这种排序规则不存在二义性,比如上面可以再加上a降序,如下:

mysql> select * from test1 order by b asc,a desc;+---+---+| a | b |+---+---+| 1 | 1 || 8 | 2 || 7 | 2 || 6 | 2 || 5 | 2 || 2 | 2 || 3 | 3 || 4 | 4 |+---+---+8 rows in set (0.00 sec)mysql> select * from test1 order by b asc,a desc limit 0,2;+---+---+| a | b |+---+---+| 1 | 1 || 8 | 2 |+---+---+2 rows in set (0.00 sec)mysql> select * from test1 order by b asc,a desc limit 2,2;+---+---+| a | b |+---+---+| 7 | 2 || 6 | 2 |+---+---+2 rows in set (0.00 sec)mysql> select * from test1 order by b asc,a desc limit 4,2;+---+---+| a | b |+---+---+| 5 | 2 || 2 | 2 |+---+---+2 rows in set (0.00 sec)mysql> select * from test1 order by b asc,a desc limit 6,2;+---+---+| a | b |+---+---+| 3 | 3 || 4 | 4 |+---+---+2 rows in set (0.00 sec)mysql> select * from test1 order by b asc,a desc limit 8,2;Empty set (0.00 sec)

看上面的结果,分页数据都正常了,第5页也没有数据了。

总结

order by … [asc|desc]用于对查询结果排序,asc:升序,desc:降序,asc|desc可以省略,默认为asc limit用来限制查询结果返回的行数,有2个参数(offset,count),offset:表示跳过多少行,count:表示跳过offset行之后取count行 limit中offset可以省略,默认值为0 limit中offset 和 count都必须大于等于0 limit中offset和count的值不能用表达式 分页排序时,排序不要有二义性,二义性情况下可能会导致分页结果乱序,可以在后面追加一个主键排序

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