MySQL索引失效實踐
匯入sql
CREATE TABLE `employees` (
`id` int(11) NOT NULL AUTO_INCREMENT,
`name` varchar(24) NOT NULL DEFAULT '' COMMENT '姓名',
`age` int(11) NOT NULL DEFAULT '0' COMMENT '年齡',
`position` varchar(20) NOT NULL DEFAULT '' COMMENT '職位',
`hire_time` timestamp NOT NULL DEFAULT CURRENT_TIMESTAMP COMMENT '入職時間',
PRIMARY KEY (`id`),
KEY `idx_name_age_position` (`name`,`age`,`position`) USING BTREE
) ENGINE=InnoDB AUTO_INCREMENT=4 DEFAULT CHARSET=utf8 COMMENT='員工記錄表';
INSERT INTO employees(name,age,position,hire_time) VALUES('LiLei',22,'manager',NOW());
INSERT INTO employees(name,age,position,hire_time) VALUES('HanMeimei', 23,'dev',NOW());
INSERT INTO employees(name,age,position,hire_time) VALUES('Lucy',23,'dev',NOW());
最佳實踐
1. 全值匹配
EXPLAIN SELECT * FROM employees WHERE name= 'LiLei';
EXPLAIN SELECT * FROM employees WHERE name= 'LiLei' AND age = 22;
EXPLAIN SELECT * FROM employees WHERE name= 'LiLei' AND age = 22 AND position ='manager';
2.最佳左字首法則
如果索引了多列,要遵守最左字首法則。指的是查詢從索引的最左前列開始並且不跳過索引中的列。
EXPLAIN SELECT * FROM employees WHERE age = 22 AND position ='manager';
EXPLAIN SELECT * FROM employees WHERE position = 'manager';
EXPLAIN SELECT * FROM employees WHERE name = 'LiLei';
3.不在索引列上做任何操作(計算、函式、(自動or手動)型別轉換),會導致索引失效而轉向全表掃描
EXPLAIN SELECT * FROM employees WHERE name = 'LiLei';
EXPLAIN SELECT * FROM employees WHERE left(name,3) = 'LiLei';
4.儲存引擎不能使用索引中範圍條件右邊的列
EXPLAIN SELECT * FROM employees WHERE name= 'LiLei' AND age = 22 AND position ='manager';
EXPLAIN SELECT * FROM employees WHERE name= 'LiLei' AND age > 22 AND position ='manager';
5.儘量使用覆蓋索引(只訪問索引的查詢(索引列包含查詢列)),減少select *語句
EXPLAIN SELECT NAME,age FROM employees WHERE NAME= 'LiLei' AND age = 23 AND POSITION ='manager';
EXPLAIN SELECT * FROM employees WHERE name= 'LiLei' AND age = 23 AND position ='manager';
6.mysql在使用不等於(!=或者<>)的時候無法使用索引會導致全表掃描
EXPLAIN SELECT * FROM employees WHERE name != 'LiLei'
7.is null,is not null 也無法使用索引
EXPLAIN SELECT * FROM employees WHERE name is null
8.like以萬用字元開頭(’$abc…’)mysql索引失效會變成全表掃描操作
EXPLAIN SELECT * FROM employees WHERE name like '%Lei'
EXPLAIN SELECT * FROM employees WHERE NAME LIKE 'Lei%'
問題:解決like’%字串%'索引不被使用的方法?
a)使用覆蓋索引,查詢欄位必須是建立覆蓋索引欄位
EXPLAIN SELECT name,age,position FROM employees WHERE name like '%Lei%';
b)當覆蓋索引指向的欄位是varchar(380)及380以上的欄位時,覆蓋索引會失效!
9.字串不加單引號索引失效
EXPLAIN SELECT * FROM employees WHERE name = '1000';
EXPLAIN SELECT * FROM employees WHERE name = 1000;
10.少用or,用它連線時很多情況下索引會失效
EXPLAIN SELECT * FROM employees WHERE name = 'LiLei' or name = 'HanMeimei';