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HomeDatabaseMysql TutorialMYSQL随机抽取查询 MySQL Order By Rand()效率问题

MYSQL随机抽取查询:MySQL Order By Rand()效率问题一直是开发人员的常见问题,俺们不是DBA,没有那么牛B,所只能慢慢研究咯,最近由于项目问题,需要大概研究了一下MYSQL的随机抽取实现方法

要从tablename表中随机提取一条记录,大家一般的写法就是:SELECT * FROM tablename ORDER BY RAND() LIMIT 1。

但是,后来我查了一下MYSQL的官方手册,里面针对RAND()的提示大概意思就是,在ORDER BY从句里面不能使用RAND()函数,因为这样会导致数据列被多次扫描。但是在MYSQL 3.23版本中,仍然可以通过ORDER BY RAND()来实现随机。

但是真正测试一下才发现这样效率非常低。一个15万余条的库,查询5条数据,居然要8秒以上。查看官方手册,也说rand()放在ORDER BY 子句中会被执行多次,自然效率及很低。

代码如下:
You cannot use a column with RAND() values in an ORDER BY clause, because ORDER BY
would evaluate the column multiple times.

搜索Google,网上基本上都是查询max(id) * rand()来随机获取数据。
代码如下:
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。
下面的语句采用的是JOIN,mysql的论坛上有人使用
代码如下:
SELECT * FROM `table` WHERE id >= (SELECT FLOOR( MAX(id) * RAND()) FROM `table` ) ORDER BY id LIMIT 1;

再把语句完善一下,加上MIN(id)的判断。我在最开始测试的时候,就是因为没有加上MIN(id)的判断,结果有一半的时间总是查询到表中的前面几行。
完整查询语句是:
代码如下:
SELECT * FROM `table` 2 WHERE id >= (SELECT floor( RAND() * ((SELECT MAX(id) FROM `table`)-(SELECT MIN(id) FROM `table`)) + (SELECT MIN(id) FROM `table`))) 3 ORDER BY id LIMIT 1;

代码如下:
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;

最后在php中对这两个语句进行分别查询10次,
前者花费时间 0.147433 秒
后者花费时间 0.015130 秒
看来采用JOIN的语法比直接在WHERE中使用函数效率还要高很多。
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