• SQL优化


    1.1. 优化实战

    1.1.1. 策略1.尽量全值匹配

     

    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 '年龄',

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

    add_time timestamp not null default current_timestamp comment '入职时间'

    )charset utf8 comment '员工记录表';

    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'

    当建立了索引列后,能在wherel条件中使用索引的尽量所用。

    1.1.2. 策略2.最佳左前缀法则

    如果索引了多列,要遵守最左前缀法则。指的是查询从索引的最左前列开始并且不跳过索引中的列。

     

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

    EXPLAIN SELECT * FROM staffs WHERE pos = 'dev'

    EXPLAIN SELECT * FROM staffs WHERE NAME = 'July'

    1.1.3. 策略3.不在索引列上做任何操作

    不在索引列上做任何操作(计算、函数、(自动or手动)类型转换),会导致索引失效而转向全表扫描

     

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

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

    1.1.4. 策略4.范围条件放最后

     

    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'

    中间有范围查询会导致后面的索引列全部失效

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

    1.1.5. 策略5.覆盖索引尽量用

     

    尽量使用覆盖索引(只访问索引的查询(索引列和查询列一致)),减少select *

    EXPLAIN SELECT * 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'

    EXPLAIN SELECT * 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'

    1.1.6. 策略6.不等于要甚用

    mysql 在使用不等于(!= 或者<>)的时候无法使用索引会导致全表扫描

     

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

    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,请用覆盖索引

     

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

     

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

     

    1.1.7. 策略7.Null/Not 有影响

    注意null/not null对索引的可能影响

     

    1.1.7.1. 自定定义为NOT NULL

     

    EXPLAIN select * from staffs where name is null

    EXPLAIN select * from staffs where name is not null

    在字段为not null的情况下,使用is null is not null 会导致索引失效

    解决方式:覆盖索引

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

    1.1.7.2. 自定义为NULL或者不定义

     

    EXPLAIN select * from staffs2 where name is null

     

    EXPLAIN select * from staffs2 where name is not null

     

    Is not null 的情况会导致索引失效

    解决方式:覆盖索引

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

     

     

    1.1.8. 策略8.Like查询要当心

    like以通配符开头('%abc...')mysql索引失效会变成全表扫描的操作

     

    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%'

    解决方式:覆盖索引

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

    1.1.9. 策略9.字符类型加引号

    字符串不加单引号索引失效

     

    EXPLAIN select * from staffs where name = 917

     

    解决方式:覆盖索引

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

    解决方式:请加引号

    1.1.10. 策略10.ORUNION效率高

     

    EXPLAIN

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

    EXPLAIN

    select * from staffs where name='July'

    UNION

    select * from staffs where  name = 'z3'

    解决方式:覆盖索引

    EXPLAIN

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

    1.1.11. 例子

     

    答案:

     

    记忆总结:

    l 全职匹配我最爱,最左前缀要遵守;

     

    l 带头大哥不能死,中间兄弟不能断;

     

    l 索引列上少计算,范围之后全失效;

     

    l LIKE百分写最右,覆盖索引不写*

     

    不等空值还有OR,索引影响要注意;

     

    l VAR引号不可丢, SQL优化有诀窍。

    1.2. 批量导入

     

    1.2.1. insert语句优化;

    l   提交前关闭自动提交

      尽量使用批量insert语句

      可以使用MyISAM存储引擎

    1.2.2. LOAD DATA INFLIE

    LOAD DATA INFLIE

    使用LOAD DATA INFLIE ,比一般的insert语句快20

    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

    查看当前数据库是否支持load data方式导入导出:

    show VARIABLES like 'secure_file_priv'

     解释:

    l secure_file_priv  NULL 时,表示限制mysqld不允许导入或导出。

    l secure_file_priv  /tmp 时,表示限制mysqld只能在/tmp目录中执行导入导出,其他目录不能执行。

    l secure_file_priv 没有值时,表示不限制mysqld在任意目录的导入导出。

     

    配置当前数据库支持load data方式导入导出:

      在my.ini文件中添加:secure_file_priv=''

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  • 原文地址:https://www.cnblogs.com/Soy-technology/p/11089325.html
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