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SQL優化

SQL優化

CREATE TABLE `staffs`(

id int primary key auto_increment,

name varchar(24) not null default "" comment'姓名',

age int not null default 0 comment '年齡',

pos varchar(20) not null default ""  comment'職位',

add_time timestamp not null default current_timestamp comment '入職時間'

)charset utf8 comment '員工記錄表';

insert into staffs(name,age,pos,add_time) values('z3',22,'manage',now());

insert into staffs(name,age,pos,add_time) values('july',23,'dev',now());

insert into staffs(name,age,pos,add_time) values('2000',23,'dev',now());

alter table staffs add index idx_staffs_nameAgePos(name,age,pos);

EXPLAIN SELECT * FROM staffs WHERE NAME = 'July';

EXPLAIN SELECT * FROM staffs WHERE NAME = 'July' AND age = 25;

EXPLAIN SELECT * FROM staffs WHERE NAME = 'July' AND age = 25 AND pos = 'dev'

當建立了索引列後,能在wherel條件中使用索引的盡量所用。

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并且不跳過索引中的列。

SQL優化

EXPLAIN SELECT * FROM staffs WHERE  age = 25 AND pos = 'dev'

EXPLAIN SELECT * FROM staffs WHERE pos = 'dev'

EXPLAIN SELECT * FROM staffs WHERE NAME = 'July'

不在索引列上做任何操作(計算、函數、(自動or手動)類型轉換),會導緻索引失效而轉向全表掃描

SQL優化

EXPLAIN SELECT * FROM staffs WHERE left(NAME,4) = 'July';

SQL優化

EXPLAIN SELECT * FROM staffs WHERE NAME = 'July' ;

EXPLAIN SELECT * FROM staffs WHERE NAME = 'July'  and age =22;

EXPLAIN SELECT * FROM staffs WHERE NAME = 'July'  and age =22 and pos='manager'

中間有範圍查詢會導緻後面的索引列全部失效

EXPLAIN SELECT * FROM staffs WHERE NAME = 'July'  and age >22 and pos='manager'

SQL優化

盡量使用覆寫索引(隻通路索引的查詢(索引列和查詢列一緻)),減少select *

EXPLAIN SELECT name,age,pos FROM staffs WHERE NAME = 'July'  and age =22 and pos='manager'

EXPLAIN SELECT name,age,pos FROM staffs WHERE NAME = 'July'  and age >22 and pos='manager'

mysql 在使用不等于(!= 或者<>)的時候無法使用索引會導緻全表掃描

SQL優化

EXPLAIN SELECT * FROM staffs WHERE NAME != 'July';

EXPLAIN SELECT * FROM staffs WHERE NAME <> 'July';

如果定要需要使用不等于,請用覆寫索引

EXPLAIN SELECT name,age,pos FROM staffs WHERE NAME != 'July';

EXPLAIN SELECT name,age,pos FROM staffs WHERE NAME <> 'July';

注意null/not null對索引的可能影響

SQL優化
SQL優化

EXPLAIN select * from staffs where name is null

EXPLAIN select * from staffs where name is not null

在字段為not null的情況下,使用is null 或 is not null 會導緻索引失效

解決方式:覆寫索引

EXPLAIN select  name,age,pos from staffs where name is not null

SQL優化

EXPLAIN select * from staffs2 where name is null

SQL優化

EXPLAIN select * from staffs2 where name is not null

SQL優化

Is not null 的情況會導緻索引失效

like以通配符開頭('%abc...')mysql索引失效會變成全表掃描的操作

SQL優化

EXPLAIN select * from staffs where name ='july'

EXPLAIN select * from staffs where name like '%july%'

EXPLAIN select * from staffs where name like '%july'

EXPLAIN select * from staffs where name like 'july%'

EXPLAIN select name,age,pos from staffs where name like '%july%'

字元串不加單引号索引失效

SQL優化

EXPLAIN select * from staffs where name = 917

EXPLAIN select  name,age,pos from staffs where name = 917

解決方式:請加引号

SQL優化

EXPLAIN

select * from staffs where name='July' or name = 'z3'

select * from staffs where name='July'

UNION

select * from staffs where  name = 'z3'

select name,age from staffs where name='July' or name = 'z3'

SQL優化

答案:

SQL優化

記憶總結:

l 全職比對我最愛,最左字首要遵守;

l 帶頭大哥不能死,中間兄弟不能斷;

l 索引列上少計算,範圍之後全失效;

l LIKE百分寫最右,覆寫索引不寫*;

l 不等空值還有OR,索引影響要注意;

l VAR引号不可丢, SQL優化有訣竅。

SQL優化
SQL優化

l   送出前關閉自動送出

l   盡量使用批量insert語句

l   可以使用MyISAM存儲引擎

LOAD DATA INFLIE;

使用LOAD DATA INFLIE ,比一般的insert語句快20倍

select * into OUTFILE 'D:\\product.txt' from product_info

load data INFILE 'D:\\product.txt' into table product_info

load data INFILE '/soft/product3.txt' into table product_info

檢視目前資料庫是否支援load data方式導入導出:

show VARIABLES like 'secure_file_priv'

 解釋:

l secure_file_priv 為 NULL 時,表示限制mysqld不允許導入或導出。

l secure_file_priv 為 /tmp 時,表示限制mysqld隻能在/tmp目錄中執行導入導出,其他目錄不能執行。

l secure_file_priv 沒有值時,表示不限制mysqld在任意目錄的導入導出。

配置目前資料庫支援load data方式導入導出:

  在my.ini檔案中添加:secure_file_priv=''

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