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Mysql 优化之延迟索引和分页优化
什么是延迟索引?使用索引查询出来数据,之后把查询结果和同一张表中数据进行连接查询,进而提高查询速度!
分页是一个很常见功能,select ** from tableName limit ($page - 1 ) * $n ,$n
通过一个存储过程进行测试:
create table smth1 ( id int auto_increment , ver int(11) default null, content varchar(1000) not null, intro varchar(1000) not null, primary key(id), key idver(id,ver) )engine = innodb default charset = utf8;
create procedure smthTest1() begin declare num int default 100001; while num < 1000000 do set num := num +1; insert into smth1 values (num ,num,'我是步迎飞','我是谁'); end while ; end;
查询:
mysql> show profiles; +----------+------------+----------------------------------------------+ | Query_ID | Duration | Query | +----------+------------+----------------------------------------------+ | 1 | 0.002006 | select id ,content from smth1 limit 1000,10 | | 2 | 0.030106 | select id ,content from smth1 limit 5000,10 | | 3 | 0.042428 | select id ,content from smth1 limit 9000,10 | | 4 | 0.01297225 | select id ,content from smth1 limit 10000,10 | | 5 | 0.13077625 | select id ,content from smth1 limit 20000,10 |
可见随着查询$page 变大,时间会越来越大!
怎样避免这种情况?
一般我们数据库里面数据都不会直接删除,数据时很宝贵的,不舍得删除,另一方便能提高查询数据
先利用索引查询出来数据,再进行联合查询不就行了
select C.id,C.content from smth1 C inner join ( select id from smth1 where id > 1000 limit 10 ) as t on C.id = t.id ; select C.id,C.content from smth1 C inner join ( select id from smth1 where id > 5000 limit 10 ) as t on C.id = t.id ; select C.id,C.content from smth1 C inner join ( select id from smth1 where id > 9000 limit 10 ) as t on C.id = t.id ; select C.id,C.content from smth1 C inner join ( select id from smth1 where id > 10000 limit 10 ) as t on C.id = t.id ; select C.id,C.content from smth1 C inner join ( select id from smth1 where id > 20000 limit 10 ) as t on C.id = t.id ;
进行效率分析,没有一个大于1s的
11 | 0.04538625 | select C.id,C.content from smth1 C inner join ( select id from smth1 where id > 5000 limit 10 ) as t on C.id = t.id | | 12 | 0.023278 | select C.id,C.content from smth1 C inner join ( select id from smth1 where id > 9000 limit 10 ) as t on C.id = t.id | | 13 | 0.02320425 | select C.id,C.content from smth1 C inner join ( select id from smth1 where id > 10000 limit 10 ) as t on C.id = t.id | | 14 | 0.001938 | select C.id,C.content from smth1 C inner join ( select id from smth1 where id > 20000 limit 10 ) as t on C.id = t.id |
Mysql 优化之延迟索引和分页优化
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