如何在MySQL中执行分组排名

时间:2009-02-10 15:52:17

标签: sql mysql

所以我有一张表如下:

ID_STUDENT | ID_CLASS | GRADE
-----------------------------
   1       |    1     |  90
   1       |    2     |  80
   2       |    1     |  99
   3       |    1     |  80
   4       |    1     |  70
   5       |    2     |  78
   6       |    2     |  90
   6       |    3     |  50
   7       |    3     |  90

我需要对它们进行分组,排序和排序,以便:

ID_STUDENT | ID_CLASS | GRADE | RANK
------------------------------------
    2      |    1     |  99   |  1
    1      |    1     |  90   |  2
    3      |    1     |  80   |  3
    4      |    1     |  70   |  4
    6      |    2     |  90   |  1
    1      |    2     |  80   |  2
    5      |    2     |  78   |  3
    7      |    3     |  90   |  1
    6      |    3     |  50   |  2

现在我知道您可以使用临时变量排名like here,但我该如何为分组设置呢?感谢您的任何见解!

7 个答案:

答案 0 :(得分:31)

SELECT id_student, id_class, grade,
   @student:=CASE WHEN @class <> id_class THEN 0 ELSE @student+1 END AS rn,
   @class:=id_class AS clset
FROM
  (SELECT @student:= -1) s,
  (SELECT @class:= -1) c,
  (SELECT *
   FROM mytable
   ORDER BY id_class, id_student
  ) t

这非常简单:

  1. 初始查询首先按id_class排序,id_student秒。
  2. @student@class已初始化为-1
  3. @class用于测试是否输入了下一组。如果id_class的先前值(存储在@class中)不等于当前值(存储在id_class中),则@student将归零。否则是递增。
  4. @class被赋予新值id_class,并将在下一行的第3步中用于测试。

答案 1 :(得分:12)

Quassnoi的解决方案存在问题(标记为最佳答案)。

我有同样的问题(即模拟MySQL中的SQL窗口函数),我曾经使用用户定义的变量存储前一行值来实现Quassnoi的解决方案...

但是,也许在MySQL升级之后或者其他什么,我的查询不再起作用了。这是因为无法保证SELECT中字段的评估顺序。 @class赋值可以在@student赋值之前进行求值,即使它被放在SELECT中。

这在MySQL文档中提到如下:

  

作为一般规则,您不应该为用户变量赋值   并在同一语句中读取值。你可能会得到   你期望的结果,但这不能保证。的顺序   涉及用户变量的表达式的评估是未定义的   可能会根据给定声明中包含的元素进行更改;   另外,这个顺序不保证是相同的   发布MySQL服务器。

来源:http://dev.mysql.com/doc/refman/5.5/en/user-variables.html

最后我使用了这样的技巧,确保在阅读后分配@class:

SELECT id_student, id_class, grade,
   @student:=CASE WHEN @class <> id_class THEN concat(left(@class:=id_class, 0), 0) ELSE @student+1 END AS rn
FROM
  (SELECT @student:= -1) s,
  (SELECT @class:= -1) c,
  (SELECT *
   FROM mytable
   ORDER BY id_class, grade desc
  ) t

使用left()函数只是用来设置@class变量。然后,将left()(等于NULL)的结果连接到预期的结果是透明的。

不是很优雅,但它有效!

答案 2 :(得分:5)

从上面修改,这可行,但它比我认为的更复杂:

SELECT ID_STUDENT, ID_CLASS, GRADE, RANK
FROM
    (SELECT ID_STUDENT, ID_CLASS, GRADE,
        @student:=CASE WHEN @class <> id_class THEN 1 ELSE @student+1 END AS RANK,
        @class:=id_class AS CLASS
    FROM
        (SELECT @student:= 0) AS s,
        (SELECT @class:= 0) AS c,
        (SELECT * 
            FROM Students
            ORDER BY ID_CLASS, GRADE DESC
        ) AS temp
    ) AS temp2

答案 3 :(得分:4)

SELECT g1.student_id
     , g1.class_id
     , g1.grade
     , COUNT(*) AS rank
  FROM grades   AS g1
  JOIN grades   AS g2
    ON (g2.grade, g2.student_id) >= (g1.grade, g1.student_id)
   AND g1.class_id = g2.class_id
 GROUP BY g1.student_id
        , g1.class_id
        , g1.grade
 ORDER BY g1.class_id
        , rank
 ;

结果:

+------------+----------+-------+------+
| student_id | class_id | grade | rank |
+------------+----------+-------+------+
|          2 |        1 |    99 |    1 |
|          1 |        1 |    90 |    2 |
|          3 |        1 |    80 |    3 |
|          4 |        1 |    70 |    4 |
|          6 |        2 |    90 |    1 |
|          1 |        2 |    80 |    2 |
|          5 |        2 |    78 |    3 |
|          7 |        3 |    90 |    1 |
|          6 |        3 |    50 |    2 |
+------------+----------+-------+------+

答案 4 :(得分:1)

我做了一些搜索,找到this article来提出这个解决方案:

SELECT S2.*, 
FIND_IN_SET(
S2.GRADE
, (
SELECT GROUP_CONCAT(GRADE ORDER BY GRADE DESC)
FROM Students S1
WHERE S1.ID_CLASS = S2.ID_CLASS
)
) AS RANK
FROM Students S2 ORDER BY ID_CLASS, GRADE DESC;

关于哪个更好的想法?

答案 5 :(得分:1)

SELECT ID_STUDENT, ID_CLASS, GRADE, RANK() OVER(
PARTITION BY ID_CLASS
ORDER BY GRADE ASC) AS 'Rank'
FROM table
ORDER BY ID_CLASS;

对于家庭作业,我遇到了类似的问题,发现MySQL(不能代表任何其他RDBMS)为其RANK()方法具有分区参数。不知道为什么它不能解决这个问题。

答案 6 :(得分:1)

虽然我没有足够的声望来评论(有点幽默),但 MySQL 在最近几年取得了长足的进步。添加了窗口函数和 CTE(WITH 子句),这意味着现在支持 rank(和 row_number 等)。

我是同一个“Jon Armstrong - Xgc”,但那个帐户被旧电子邮件地址的风吹走了。

一个评论提出了一个关于 MySQL 是否支持排名窗口函数的问题。回答:是的。

我几年前的原始回复:

SELECT p1.student_id
     , p1.class_id
     , p1.grade
     , COUNT(p2.student_id) AS rank
  FROM grades   AS p1
  JOIN grades   AS p2
    ON (p2.grade, p2.student_id) >= (p1.grade, p1.student_id)
   AND p1.class_id = p2.class_id
 GROUP BY p1.student_id, p1.class_id
 ORDER BY p1.class_id, rank
;

结果:

+------------+----------+-------+------+
| student_id | class_id | grade | rank |
+------------+----------+-------+------+
|          2 |        1 |    99 |    1 |
|          1 |        1 |    90 |    2 |
|          3 |        1 |    80 |    3 |
|          4 |        1 |    70 |    4 |
|          6 |        2 |    90 |    1 |
|          1 |        2 |    80 |    2 |
|          5 |        2 |    78 |    3 |
|          7 |        3 |    90 |    1 |
|          6 |        3 |    50 |    2 |
+------------+----------+-------+------+
9 rows in set (0.001 sec)

使用 ROW_NUMBER 窗口函数:

WITH cte1 AS (
        SELECT student_id
             , class_id
             , grade
             , ROW_NUMBER() OVER (PARTITION BY class_id ORDER BY grade DESC) AS rank
          FROM grades
     )
SELECT *
  FROM cte1
 ORDER BY class_id, r
;

结果:

+------------+----------+-------+------+
| student_id | class_id | grade | rank |
+------------+----------+-------+------+
|          2 |        1 |    99 |    1 |
|          1 |        1 |    90 |    2 |
|          3 |        1 |    80 |    3 |
|          4 |        1 |    70 |    4 |
|          6 |        2 |    90 |    1 |
|          1 |        2 |    80 |    2 |
|          5 |        2 |    78 |    3 |
|          7 |        3 |    90 |    1 |
|          6 |        3 |    50 |    2 |
+------------+----------+-------+------+
9 rows in set (0.002 sec)

使用RANK窗口函数:

WITH cte1 AS (
        SELECT student_id
             , class_id
             , grade
             , RANK() OVER (PARTITION BY class_id ORDER BY grade DESC) AS rank
          FROM grades
     )
SELECT *
  FROM cte1
 ORDER BY class_id, rank
;

结果:

+------------+----------+-------+------+
| student_id | class_id | grade | rank |
+------------+----------+-------+------+
|          2 |        1 |    99 |    1 |
|          1 |        1 |    90 |    2 |
|          3 |        1 |    80 |    3 |
|          4 |        1 |    70 |    4 |
|          6 |        2 |    90 |    1 |
|          1 |        2 |    80 |    2 |
|          5 |        2 |    78 |    3 |
|          7 |        3 |    90 |    1 |
|          6 |        3 |    50 |    2 |
+------------+----------+-------+------+
9 rows in set (0.000 sec)