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MySQL 运算符、查询优化


MySQL运算符

算术运算符

mysql提供的运算符有​​+, -, *, /(DIV), %(MOD)​

mysql> select * from test;
+----+------+-------+
| id | name | price |
+----+------+-------+
| 1 | tag1 | 12 |
| 2 | tag2 | 13 |
| 3 | tag3 | 14 |
| 4 | tag4 | 10 |
| 5 | tag6 | 16 |
+----+------+-------+
5 rows in set (0.00 sec)

mysql> select id,name,price*price from test;
+----+------+-------------+
| id | name | price*price |
+----+------+-------------+
| 1 | tag1 | 144 |
| 2 | tag2 | 169 |
| 3 | tag3 | 196 |
| 4 | tag4 | 100 |
| 5 | tag6 | 256 |
+----+------+-------------+

比较运算符

operator

operator

=

Is not null

>

Between

<

in

>=

not in

<=

like

!=(<>)

not like

Is null

regexp

注:针对字段使用正则表达式,如果满足条件那么返回1,否则返回0。​​between and​​​确定一个范围,如果字段值在范围内,那么返回1,否则返回0.
使用例子:

mysql> select * from test where price in (13,14);
+----+------+-------+
| id | name | price |
+----+------+-------+
| 2 | tag2 | 13 |
| 3 | tag3 | 14 |
+----+------+-------+
2 rows in set (0.00 sec)

mysql> select * from test where price not in (13,14);
+----+------+-------+
| id | name | price |
+----+------+-------+
| 1 | tag1 | 12 |
| 4 | tag4 | 10 |
| 5 | tag6 | 16 |
+----+------+-------+
3 rows in set (0.00 sec)

mysql> select * from test where name like '%6';
+----+------+-------+
| id | name | price |
+----+------+-------+
| 5 | tag6 | 16 |
+----+------+-------+
1 row in set (0.00 sec)

mysql> select name, name regexp '^tag', name regexp '4$' from test;
+------+--------------------+------------------+
| name | name regexp '^tag' | name regexp '4$' |
+------+--------------------+------------------+
| tag1 | 1 | 0 |
| tag2 | 1 | 0 |
| tag3 | 1 | 0 |
| tag4 | 1 | 1 |
| tag6 | 1 | 0 |
+------+--------------------+------------------+
5 rows in set (0.00 sec)

mysql> select price, price between 14 and 16 qualified_price from test;
+-------+-----------------+
| price | qualified_price |
+-------+-----------------+
| 12 | 0 |
| 13 | 0 |
| 14 | 1 |
| 10 | 0 |
| 16 | 1 |
+-------+-----------------+

逻辑运算符

character

effect

&&(AND)


||(OR)


!(NOT)


XOR

异或

与运算:任何一个数据为0返回0,所有数据不为0,不为NULL,返回1.

mysql> select price,price&&1 from test;
+-------+----------+
| price | price&&1 |
+-------+----------+
| 12 | 1 |
| 13 | 1 |
| 14 | 1 |
| 10 | 1 |
| 16 | 1 |
| 0 | 0 |
+-------+----------+

或运算:存在任何一个不为NULL,不为0的数据,返回1. 否则返回NULL(如果有数据中有NULL)或者0。

mysql> select price, price || 0 from test;
+-------+------------+
| price | price || 0 |
+-------+------------+
| 12 | 1 |
| 13 | 1 |
| 14 | 1 |
| 10 | 1 |
| 16 | 1 |
| 0 | 0 |
| NULL | NULL |
+-------+------------+

非运算:返回和数据相反的结果。不过需要注意的是NULL的操作数据结果依然是NULL。

mysql> select price, !price from test;
+-------+--------+
| price | !price |
+-------+--------+
| 12 | 0 |
| 13 | 0 |
| 14 | 0 |
| 10 | 0 |
| 16 | 0 |
| 0 | 1 |
| NULL | NULL |
+-------+--------+

异或运算:对于x1 XOR x2, 当x1,x2都为0或非0,那么返回0;一个是0,一个是非0,返回1;只要有一个是NULL,返回NULL。

mysql> select price, price XOR 1 from test;
+-------+-------------+
| price | price XOR 1 |
+-------+-------------+
| 12 | 0 |
| 13 | 0 |
| 14 | 0 |
| 10 | 0 |
| 16 | 0 |
| 0 | 1 |
| NULL | NULL |
+-------+-------------+

位运算符

​&, |, ~, ^, <<, >>​​​
针对二进制数进行的运算。

mysql> select price, price>>1,price<<1, price&1,price|1,~price from test;
+-------+----------+----------+---------+---------+----------------------+
| price | price>>1 | price<<1 | price&1 | price|1 | ~price |
+-------+----------+----------+---------+---------+----------------------+
| 12 | 6 | 24 | 0 | 13 | 18446744073709551603 |
| 13 | 6 | 26 | 1 | 13 | 18446744073709551602 |
| 14 | 7 | 28 | 0 | 15 | 18446744073709551601 |
| 10 | 5 | 20 | 0 | 11 | 18446744073709551605 |
| 16 | 8 | 32 | 0 | 17 | 18446744073709551599 |
| 0 | 0 | 0 | 0 | 1 | 18446744073709551615 |
| NULL | NULL | NULL | NULL | NULL | NULL |
+-------+----------+----------+---------+---------+----------------------+

MySQL查询优化

索引

索引可以快速定位表中的记录,提高查询的效率。
例如:

mysql> select * from test;
+----+------+-------+
| id | name | price |
+----+------+-------+
| 1 | tag1 | 12 |
| 2 | tag2 | 13 |
| 3 | tag3 | 14 |
| 4 | tag4 | 10 |
| 5 | tag6 | 16 |
| 6 | dada | 0 |
| 7 | dada | NULL |
+----+------+-------+
7 rows in set (0.00 sec)

mysql> explain select * from test where price="NULL";
+----+-------------+-------+------+---------------+------+---------+------+------+-------------+
| id | select_type | table | type | possible_keys | key | key_len | ref | rows | Extra |
+----+-------------+-------+------+---------------+------+---------+------+------+-------------+
| 1 | SIMPLE | test | ALL | NULL | NULL | NULL | NULL | 7 | Using where |
+----+-------------+-------+------+---------------+------+---------+------+------+-------------+
1 row in set (0.01 sec)

mysql> create index price_index on test(price);
Query OK, 0 rows affected (0.10 sec)
Records: 0 Duplicates: 0 Warnings: 0

mysql> explain select * from test where price="NULL";
+----+-------------+-------+------+---------------+-------------+---------+-------+------+-------+
| id | select_type | table | type | possible_keys | key | key_len | ref | rows | Extra |
+----+-------------+-------+------+---------------+-------------+---------+-------+------+-------+
| 1 | SIMPLE | test | ref | price_index | price_index | 5 | const | 1 | NULL |
+----+-------------+-------+------+---------------+-------------+---------+-------+------+-------+

可以看出,访问的行数由7变成1.
删除索引:

mysql> drop index price_index on test;
Query OK, 0 rows affected (0.03 sec)
Records: 0 Duplicates: 0 Warnings: 0

多列索引

在表的多个字段中创建一个索引。

mysql> select * from test;
+----+------+-------+
| id | name | price |
+----+------+-------+
| 7 | dada | NULL |
| 6 | dada | 0 |
| 1 | tag1 | 12 |
| 2 | tag2 | 13 |
| 3 | tag3 | 14 |
| 4 | tag4 | 10 |
| 5 | tag6 | 16 |
+----+------+-------+
7 rows in set (0.02 sec)

mysql> create index name_price_index on test(name,price);

mysql> desc select * from test where name="tag1" and price=12;
+----+-------------+-------+------+-----------------------------------+------------------+---------+-------------+------+--------------------------+
| id | select_type | table | type | possible_keys | key | key_len | ref | rows | Extra |
+----+-------------+-------+------+-----------------------------------+------------------+---------+-------------+------+--------------------------+
| 1 | SIMPLE | test | ref | index_name_price,name_price_index | index_name_price | 37 | const,const | 1 | Using where; Using index |
+----+-------------+-------+------+-----------------------------------+------------------+---------+-------------+------+--------------------------+

通过desc可以看出,多列索引让检索的行数减小至1。
创建索引(已建好表的基础上),总结列表:

类型

语法

normal

create index index_name on table_name(field);

unique

create unique index index_name on table_name(field);

fulltext

create fulltext index index_name on table_name(field);

single-row

create index index_name on table_name(field(length));

multiple-row

create index index_name on table_name(field1,field2,filed3…);

space

create spatial index index_name on table_name(field);

删除索引语句:​​drop index index_name on table_name​​​
可以通过show create语句查看新的表结构。

mysql> show create table test\G;
*************************** 1. row ***************************
Table: test
Create Table: CREATE TABLE `test` (
`id` smallint(6) NOT NULL,
`name` varchar(30) NOT NULL,
`price` int(11) DEFAULT NULL,
PRIMARY KEY (`id`),
KEY `name_price_index` (`name`,`price`)
) ENGINE=InnoDB DEFAULT CHARSET=latin1
1 row in set (0.00 sec)

分析查询语句
除了前面使用的explain,还有describe(desc)。

mysql> desc select * from test where name="tag1";
+----+-------------+-------+------+------------------+------------------+---------+-------+------+--------------------------+
| id | select_type | table | type | possible_keys | key | key_len | ref | rows | Extra |
+----+-------------+-------+------+------------------+------------------+---------+-------+------+--------------------------+
| 1 | SIMPLE | test | ref | index_name_price | index_name_price | 32 | const | 1 | Using where; Using index |
+----+-------------+-------+------+------------------+------------------+---------+-------+------+--------------------------+

高速缓存

MySQL将查询的结果放到高速缓存中,如果用户有相同的查询操作,高速缓存就发挥作用了。
查询是否开启高速缓存

mysql> show variables like '%query_cache';
+------------------+-------+
| Variable_name | Value |
+------------------+-------+
| have_query_cache | YES |
+------------------+-------+

临时表

临时表存储于内存中,读写速率更快。临时表依赖于会话,如果处于不同的会话中,即使是同一用户也能使用同名临时表,不会冲突。当断开数据连接的时候,整个临时表也就消失了。

mysql> create temporary table tmp(id smallint, power int);
Query OK, 0 rows affected (0.04 sec)

mysql> insert into tmp value (12,34);
Query OK, 1 row affected (0.02 sec)

mysql> select * from tmp;
+------+-------+
| id | power |
+------+-------+
| 12 | 34 |
+------+-------+


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