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
如果你只有一个读请求
将@redsio的答案与一个临时表结合起来(600K并不是很多):
DROP TEMPORARY TABLE IF EXISTS tmp_randorder;
CREATE TABLE tmp_randorder (id int(11) not null auto_increment primary key, data_id int(11));
INSERT INTO tmp_randorder (data_id) select id from datatable;
然后用一个@redsios的版本回答:
SELECT dt.*
FROM
(SELECT (RAND() *
(SELECT MAX(id)
FROM tmp_randorder)) AS id)
AS rnd
INNER JOIN tmp_randorder rndo on rndo.id between rnd.id - 10 and rnd.id + 10
INNER JOIN datatable AS dt on dt.id = rndo.data_id
ORDER BY abs(rndo.id - rnd.id)
LIMIT 1;
如果表比较大,可以先筛选第一部分:
INSERT INTO tmp_randorder (data_id) select id from datatable where rand() < 0.01;
如果你有很多读请求
Version: You could keep the table tmp_randorder persistent, call it datatable_idlist. Recreate that table in certain intervals (day, hour), since it also will get holes. If your table gets really big, you could also refill holes select l.data_id as whole from datatable_idlist l left join datatable dt on dt.id = l.data_id where dt.id is null; Version: Give your Dataset a random_sortorder column either directly in datatable or in a persistent extra table datatable_sortorder. Index that column. Generate a Random-Value in your Application (I'll call it $rand). select l.* from datatable l order by abs(random_sortorder - $rand) desc limit 1;
这个解决方案用最高和最低的random_sortorder来区分“边缘行”,所以在间隔中重新排列它们(一天一次)。
其他回答
如何从表中随机选择行:
从这里开始: 在MySQL中随机选择行
对“表扫描”的快速改进是使用索引来获取随机id。
SELECT *
FROM random, (
SELECT id AS sid
FROM random
ORDER BY RAND( )
LIMIT 10
) tmp
WHERE random.id = tmp.sid;
您可以轻松地使用带限制的随机偏移量
PREPARE stm from 'select * from table limit 10 offset ?';
SET @total = (select count(*) from table);
SET @_offset = FLOOR(RAND() * @total);
EXECUTE stm using @_offset;
您还可以像这样应用where子句
PREPARE stm from 'select * from table where available=true limit 10 offset ?';
SET @total = (select count(*) from table where available=true);
SET @_offset = FLOOR(RAND() * @total);
EXECUTE stm using @_offset;
在600,000行(700MB)表查询执行上的测试花费了大约0.016秒的硬盘驱动器时间。
EDIT:偏移量可能取接近表末尾的值,这将导致select语句返回更少的行(或者可能只有一行),为了避免这种情况,我们可以在声明偏移量后再次检查,如下所示
SET @rows_count = 10;
PREPARE stm from "select * from table where available=true limit ? offset ?";
SET @total = (select count(*) from table where available=true);
SET @_offset = FLOOR(RAND() * @total);
SET @_offset = (SELECT IF(@total-@_offset<@rows_count,@_offset-@rows_count,@_offset));
SET @_offset = (SELECT IF(@_offset<0,0,@_offset));
EXECUTE stm using @rows_count,@_offset;
我认为这是一个简单但更快的方法,我在现场服务器上测试了它,与上面的几个答案相比,它更快。
SELECT * FROM `table_name` WHERE id >= (SELECT FLOOR( MAX(id) * RAND()) FROM `table_name` ) ORDER BY id LIMIT 30;
//对一个130行的表花费0.0014秒
SELECT * FROM `table_name` WHERE 1 ORDER BY RAND() LIMIT 30
//对130行的表花费0.0042秒
SELECT name
FROM random AS r1 JOIN
(SELECT CEIL(RAND() *
(SELECT MAX(id)
FROM random)) AS id)
AS r2
WHERE r1.id >= r2.id
ORDER BY r1.id ASC
LIMIT 30
//对130行的表花费0.0040秒
SELECT column FROM table
ORDER BY RAND()
LIMIT 10
这不是有效的解决方案,但确实有效
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。
推荐文章
- 修改表:如何将“允许空”属性从不空改为允许空
- 比较两个SQL Server数据库(模式和数据)的最佳工具是什么?
- 在SQL中,如何在范围中“分组”?
- 选项(RECOMPILE)总是更快;为什么?
- 设置数据库从单用户模式到多用户
- oracle中的RANK()和DENSE_RANK()函数有什么区别?
- 警告用户/local/mysql/data目录不属于mysql用户
- 的类型不能用作索引中的键列
- SQL逻辑运算符优先级:And和Or
- 如何检查一个表是否存在于给定的模式中
- 添加一个复合主键
- 如何在SQL Server Management Studio中查看查询历史
- 无法添加或更新子行:外键约束失败
- 生成具有给定(数值)分布的随机数
- 如何从本地机器mysqldump远程数据库