我如何才能最好地编写一个查询,从总共600k中随机选择10行?


当前回答

这里有一个改变游戏规则的方法,可能对许多人有帮助;

我有一个有200k行的表,有连续的id,我需要选择N个随机行,所以我选择根据表中最大的id生成随机值,我创建了这个脚本来找出哪个是最快的操作:

logTime();
query("SELECT COUNT(id) FROM tbl");
logTime();
query("SELECT MAX(id) FROM tbl");
logTime();
query("SELECT id FROM tbl ORDER BY id DESC LIMIT 1");
logTime();

结果如下:

计数:36.8418693542479毫秒 Max: 0.241041183472 ms 订单:0.216960906982毫秒

根据这个结果,order desc是得到最大id的最快操作, 以下是我对这个问题的回答:

SELECT GROUP_CONCAT(n SEPARATOR ',') g FROM (
    SELECT FLOOR(RAND() * (
        SELECT id FROM tbl ORDER BY id DESC LIMIT 1
    )) n FROM tbl LIMIT 10) a

...
SELECT * FROM tbl WHERE id IN ($result);

供您参考:从一个200k表中随机获得10行,我花了1.78 ms(包括php方面的所有操作)

其他回答

使用下面的简单查询从表中获取随机数据。

SELECT user_firstname ,
COUNT(DISTINCT usr_fk_id) cnt
FROM userdetails 
GROUP BY usr_fk_id 
ORDER BY cnt ASC  
LIMIT 10

我使用了Riedsio发布的http://jan.kneschke.de/projects/mysql/order-by-rand/(我使用了返回一个或多个随机值的存储过程的情况):

   DROP TEMPORARY TABLE IF EXISTS rands;
   CREATE TEMPORARY TABLE rands ( rand_id INT );

    loop_me: LOOP
        IF cnt < 1 THEN
          LEAVE loop_me;
        END IF;

        INSERT INTO rands
           SELECT r1.id
             FROM random AS r1 JOIN
                  (SELECT (RAND() *
                                (SELECT MAX(id)
                                   FROM random)) AS id)
                   AS r2
            WHERE r1.id >= r2.id
            ORDER BY r1.id ASC
            LIMIT 1;

        SET cnt = cnt - 1;
      END LOOP loop_me;

在这篇文章中,他通过维护一个表(使用触发器等)解决了id中的间隙导致不那么随机的结果的问题。参见文章); 我通过向表中添加另一列来解决这个问题,用连续的数字填充,从1开始(编辑:此列添加到运行时由子查询创建的临时表中,不影响永久表):

   DROP TEMPORARY TABLE IF EXISTS rands;
   CREATE TEMPORARY TABLE rands ( rand_id INT );

    loop_me: LOOP
        IF cnt < 1 THEN
          LEAVE loop_me;
        END IF;

        SET @no_gaps_id := 0;

        INSERT INTO rands
           SELECT r1.id
             FROM (SELECT id, @no_gaps_id := @no_gaps_id + 1 AS no_gaps_id FROM random) AS r1 JOIN
                  (SELECT (RAND() *
                                (SELECT COUNT(*)
                                   FROM random)) AS id)
                   AS r2
            WHERE r1.no_gaps_id >= r2.id
            ORDER BY r1.no_gaps_id ASC
            LIMIT 1;

        SET cnt = cnt - 1;
      END LOOP loop_me;

在文章中,我可以看到他花了很大的精力来优化代码;我不知道我的改变是否/有多大影响性能,但对我来说非常好。

SELECT column FROM table
ORDER BY RAND()
LIMIT 10

这不是有效的解决方案,但确实有效

这非常快,而且是100%随机的,即使你有间隙。

将SELECT Count(*)中可用的行数计算为rows FROM TABLE 选择10个不同的随机数a_1,a_2,…,a_10在0到x之间 SELECT * FROM TABLE LIMIT 1 offset a_i for i=1,…,10

我在Bill Karwin的《SQL反模式》一书中发现了这个破解方法。

我改进了@Riedsio的答案。这是我在一个有间隙的大型均匀分布表上能找到的最有效的查询(测试从一个有> 2.6B行的表中获得1000个随机行)。

(SELECT id FROM table INNER JOIN (SELECT FLOOR(RAND() * @max := (SELECT MAX(id) FROM table)) + 1 as rand) r on id > rand LIMIT 1) UNION
(SELECT id FROM table INNER JOIN (SELECT FLOOR(RAND() * @max) + 1 as rand) r on id > rand LIMIT 1) UNION
(SELECT id FROM table INNER JOIN (SELECT FLOOR(RAND() * @max) + 1 as rand) r on id > rand LIMIT 1) UNION
(SELECT id FROM table INNER JOIN (SELECT FLOOR(RAND() * @max) + 1 as rand) r on id > rand LIMIT 1) UNION
(SELECT id FROM table INNER JOIN (SELECT FLOOR(RAND() * @max) + 1 as rand) r on id > rand LIMIT 1) UNION
(SELECT id FROM table INNER JOIN (SELECT FLOOR(RAND() * @max) + 1 as rand) r on id > rand LIMIT 1) UNION
(SELECT id FROM table INNER JOIN (SELECT FLOOR(RAND() * @max) + 1 as rand) r on id > rand LIMIT 1) UNION
(SELECT id FROM table INNER JOIN (SELECT FLOOR(RAND() * @max) + 1 as rand) r on id > rand LIMIT 1) UNION
(SELECT id FROM table INNER JOIN (SELECT FLOOR(RAND() * @max) + 1 as rand) r on id > rand LIMIT 1) UNION
(SELECT id FROM table INNER JOIN (SELECT FLOOR(RAND() * @max) + 1 as rand) r on id > rand LIMIT 1)

让我来解释一下发生了什么。

(SELECT MAX(id) FROM table) 我在计算并保存最大值。对于非常大的表,每次需要一行时计算MAX(id)都会有轻微的开销 SELECT FLOOR(rand() * @max) + 1 as rand) 获取一个随机id SELECT id FROM table INNER JOIN(… 这就填补了空白。基本上,如果你在间隙中随机选择一个数字,它就会选择下一个id。假设间隙是均匀分布的,这应该不是问题。

进行联合可以帮助您将所有内容放入一个查询中,从而避免进行多个查询。它还可以节省计算MAX(id)的开销。根据您的应用程序,这可能非常重要,也可能无关紧要。

注意,这只获取id,并以随机顺序获取它们。如果你想做更高级的事情,我建议你这样做:

SELECT t.id, t.name -- etc, etc
FROM table t
INNER JOIN (
    (SELECT id FROM table INNER JOIN (SELECT FLOOR(RAND() * @max := (SELECT MAX(id) FROM table)) + 1 as rand) r on id > rand LIMIT 1) UNION
    (SELECT id FROM table INNER JOIN (SELECT FLOOR(RAND() * @max) + 1 as rand) r on id > rand LIMIT 1) UNION
    (SELECT id FROM table INNER JOIN (SELECT FLOOR(RAND() * @max) + 1 as rand) r on id > rand LIMIT 1) UNION
    (SELECT id FROM table INNER JOIN (SELECT FLOOR(RAND() * @max) + 1 as rand) r on id > rand LIMIT 1) UNION
    (SELECT id FROM table INNER JOIN (SELECT FLOOR(RAND() * @max) + 1 as rand) r on id > rand LIMIT 1) UNION
    (SELECT id FROM table INNER JOIN (SELECT FLOOR(RAND() * @max) + 1 as rand) r on id > rand LIMIT 1) UNION
    (SELECT id FROM table INNER JOIN (SELECT FLOOR(RAND() * @max) + 1 as rand) r on id > rand LIMIT 1) UNION
    (SELECT id FROM table INNER JOIN (SELECT FLOOR(RAND() * @max) + 1 as rand) r on id > rand LIMIT 1) UNION
    (SELECT id FROM table INNER JOIN (SELECT FLOOR(RAND() * @max) + 1 as rand) r on id > rand LIMIT 1) UNION
    (SELECT id FROM table INNER JOIN (SELECT FLOOR(RAND() * @max) + 1 as rand) r on id > rand LIMIT 1)
) x ON x.id = t.id
ORDER BY t.id