什麼是延遲索引?使用索引查詢出來數據,之後把查詢結果和同一張表中數據進行連接查詢,進而提高查詢速度!
分頁是一個很常見功能,select ** from tableName limit ($page - 1 ) * $n ,$n
通過一個存儲過程插入10000條數據進行測試:
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*****','我是誰'); end while ; end;
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 |可見隨著查詢$page 變大,時間會越來越大!
怎樣避免這種情況?
一般我們數據庫裡面數據都不會直接刪除,數據時很寶貴的,不捨得刪除,另一方便能提高查詢數據
先利用索引查詢出來數據,再進行聯合查詢不就行了
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 ; 進行執行計劃分析,沒有一個大於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 |此外,還會想到用in來查詢而不是子查詢,為什麼不用in,使用in會先查詢出來一條id,之後再去和下面進行匹配,會進行smth1進行全表掃描!