在mysql中带了随机取数据的函数,在mysql中我们会有rand()函数,很多朋友都会直接使用,如果几百条数据肯定没事,如果几万或百万时你会发现,直接使用是错误的。下面我来介绍随机取数据一些优化方法。
-- 慢
SELECT * FROM table_name ORDER BY rand() LIMIT 5;
-- 较慢
SELECT * FROM `table`
WHERE id >= (SELECT floor( RAND() * ((SELECT MAX(id) FROM `table`)-(SELECT MIN(id) FROM `table`)) + (SELECT MIN(id) FROM `table`)))
ORDER BY id LIMIT 1;
-- 快 `table 有 id 字段
SELECT *
FROM `table` AS t1 JOIN (SELECT ROUND(RAND() * ((SELECT MAX(id) FROM `table`)-(SELECT MIN(id) FROM `table`))+(SELECT MIN(id) FROM `table`)) AS id) AS t2
WHERE t1.id >= t2.id
ORDER BY t1.id LIMIT 1;
-- 快 `table 没有有 id 字段
select * from (select @rownum:=@rownum + 1 as id,value from `table`,(select @rownum:=0) as a) as t1 join (
select round( rand() * (
(select max(b.id) from (select @rownum_max:=@rownum_max + 1 as id,value from `table`,(select @rownum_max:=0) as a) as b ) -
(select min(b.id) from (select @rownum_min:=@rownum_min + 1 as id,value from `table`,(select @rownum_min:=0) as a) as b )
)) +
(select min(b.id) from (select @rownum_min1:=@rownum_min1 + 1 as id,value from `table`,(select @rownum_min1:=0) as a) as b ) as id
) as t2
on t1.id>= t2.id
order by t1.id limit 1
rand在手册里是这么说的:
RAND()
RAND(N)
返回在范围0到1.0内的随机浮点值。如果一个整数参数N被指定,它被用作种子值。
mysql> select RAND();
-> 0.5925
mysql> select RAND(20);
-> 0.1811
mysql> select RAND(20);
-> 0.1811
mysql> select RAND();
-> 0.2079
mysql> select RAND();
-> 0.7888
你不能在一个ORDER BY子句用RAND()值使用列,因为ORDER BY将重复计算列多次。然而在MySQL3.23中,你可以做: SELECT FROM table_name ORDER BY RAND(),这是有利于得到一个来自SELECT FROM table1,table2 WHERE a=b AND c
SELECT *
FROM `table` AS t1 JOIN (SELECT ROUND(RAND() * (SELECT MAX(id) FROM `table`)) AS id) AS t2
WHERE t1.id >= t2.id
ORDER BY t1.id ASC LIMIT 5;
但是这样会产生连续的5条记录。解决办法只能是每次查询一条,查询5次。即便如此也值得,因为15万条的表,查询只需要0.01秒不到。
完整查询语句是:
-- 耗时:0.147433 秒
SELECT * FROM `table`
WHERE id >= (SELECT floor( RAND() * ((SELECT MAX(id) FROM `table`)-(SELECT MIN(id) FROM `table`)) + (SELECT MIN(id) FROM `table`)))
ORDER BY id LIMIT 1;
-- 耗时:0.015130 秒
SELECT *
FROM `table` AS t1 JOIN (SELECT ROUND(RAND() * ((SELECT MAX(id) FROM `table`)-(SELECT MIN(id) FROM `table`))+(SELECT MIN(id) FROM `table`)) AS id) AS t2
WHERE t1.id >= t2.id
ORDER BY t1.id LIMIT 1;
执行效率需要0.02 sec.可惜的是,只有mysql 4.1.*以上才支持这样的子查询.