SQL-有没有一种方法可以计算一系列日期上的运行总计?

时间:2019-08-08 14:45:54

标签: mysql join running-total

给出一个日期为1的事件列表,其中1表示某人(例如学生)加入了一个组,-1表示某物离开了一个组,是否可以在SQL中按日期计算组的大小?我的代码可以生成某个范围内的所有日期...当我单独运行它时可以工作。然后,我想按班级参加注册活动,并在每个日期获得总计的注册人数。 (+1 ==增加类,-1 ==减少类)。

我想我缺少有关联接和分组在SQL中如何工作的基本知识。

http://sqlfiddle.com/#!9/e4835/5/0

样本数据:

CREATE TABLE classes(`id` int, `name` varchar(7));
INSERT INTO classes(`id`, `name`) VALUES
    (1, 'math'),
    (2, 'english'),
    (3, 'sciene');

CREATE TABLE enrollment_changes(
  `class_id` int, 
  `change_date` date, 
  `change` int);
INSERT INTO enrollment_changes
    (`class_id`, `change_date`, `change`)
VALUES
    (1, '2019-01-01', 1),
    (1, '2019-01-01', 1),
    (1, '2019-01-02', -1),
    (3, '2019-01-02', 1),
    (1, '2019-01-03', 1),
    (2, '2019-01-03', -1)
;
-- This gets me part way there... it produces the product of dates x classes 
SELECT 
  date_range.event_date, c.name
FROM 
  (SELECT adddate('1970-01-01',t4*10000 + t3*1000 + t2*100 + t1*10 + t0) event_date 
    FROM
      (SELECT 0 t0 UNION SELECT 1 UNION SELECT 2 UNION SELECT 3 UNION SELECT 4 UNION SELECT 5 UNION SELECT 6 UNION SELECT 7 UNION SELECT 8 UNION SELECT 9) t0,
      (SELECT 0 t1 UNION SELECT 1 UNION SELECT 2 UNION SELECT 3 UNION SELECT 4 UNION SELECT 5 UNION SELECT 6 UNION SELECT 7 UNION SELECT 8 UNION SELECT 9) t1,
      (SELECT 0 t2 UNION SELECT 1 UNION SELECT 2 UNION SELECT 3 UNION SELECT 4 UNION SELECT 5 UNION SELECT 6 UNION SELECT 7 UNION SELECT 8 UNION SELECT 9) t2,
      (SELECT 0 t3 UNION SELECT 1 UNION SELECT 2 UNION SELECT 3 UNION SELECT 4 UNION SELECT 5 UNION SELECT 6 UNION SELECT 7 UNION SELECT 8 UNION SELECT 9) t3,
      (SELECT 0 t4 UNION SELECT 1 UNION SELECT 2 UNION SELECT 3 UNION SELECT 4 UNION SELECT 5 UNION SELECT 6 UNION SELECT 7 UNION SELECT 8 UNION SELECT 9) t4
  ) AS date_range
  JOIN 
    classes c
WHERE 
  date_range.event_date BETWEEN '2019-01-01' AND '2019-01-03'
;

-- This does not work at all... it reduces the output to a single record.
SELECT 
  date_range.event_date, c.name, SUM(e.change) AS 'NetEnrollment'
FROM 
  (SELECT adddate('1970-01-01',t4*10000 + t3*1000 + t2*100 + t1*10 + t0) event_date 
    FROM
      (SELECT 0 t0 UNION SELECT 1 UNION SELECT 2 UNION SELECT 3 UNION SELECT 4 UNION SELECT 5 UNION SELECT 6 UNION SELECT 7 UNION SELECT 8 UNION SELECT 9) t0,
      (SELECT 0 t1 UNION SELECT 1 UNION SELECT 2 UNION SELECT 3 UNION SELECT 4 UNION SELECT 5 UNION SELECT 6 UNION SELECT 7 UNION SELECT 8 UNION SELECT 9) t1,
      (SELECT 0 t2 UNION SELECT 1 UNION SELECT 2 UNION SELECT 3 UNION SELECT 4 UNION SELECT 5 UNION SELECT 6 UNION SELECT 7 UNION SELECT 8 UNION SELECT 9) t2,
      (SELECT 0 t3 UNION SELECT 1 UNION SELECT 2 UNION SELECT 3 UNION SELECT 4 UNION SELECT 5 UNION SELECT 6 UNION SELECT 7 UNION SELECT 8 UNION SELECT 9) t3,
      (SELECT 0 t4 UNION SELECT 1 UNION SELECT 2 UNION SELECT 3 UNION SELECT 4 UNION SELECT 5 UNION SELECT 6 UNION SELECT 7 UNION SELECT 8 UNION SELECT 9) t4
  ) AS date_range
  JOIN 
    classes c
  JOIN 
    enrollment_changes AS e
  ON
    e.change_date <= date_range.event_date
  AND
    e.class_id = c.id
WHERE 
  date_range.event_date BETWEEN '2019-01-01' AND '2019-01-03'
;

当前结果:

event_date   name   NetEnrollment
------------------------------------
2019-01-01   math      6

所需结果:

event_date   name      NetEnrollment
------------------------------------
2019-01-01   math      1
2019-01-01   english   0
2019-01-01   science   0
2019-01-02   math      1
2019-01-02   english   1
2019-01-02   science   0
2019-01-03   math      2
2019-01-03   english   1
2019-01-03   science   1

1 个答案:

答案 0 :(得分:0)

您可以使用以下解决方案:

SELECT date_range.event_date, c.name, IFNULL(SUM(e.change), 0) AS 'NetEnrollment'
FROM (
  SELECT adddate('1970-01-01',t4*10000 + t3*1000 + t2*100 + t1*10 + t0) event_date 
  FROM
    (SELECT 0 t0 UNION SELECT 1 UNION SELECT 2 UNION SELECT 3 UNION SELECT 4 UNION SELECT 5 UNION SELECT 6 UNION SELECT 7 UNION SELECT 8 UNION SELECT 9) t0,
    (SELECT 0 t1 UNION SELECT 1 UNION SELECT 2 UNION SELECT 3 UNION SELECT 4 UNION SELECT 5 UNION SELECT 6 UNION SELECT 7 UNION SELECT 8 UNION SELECT 9) t1,
    (SELECT 0 t2 UNION SELECT 1 UNION SELECT 2 UNION SELECT 3 UNION SELECT 4 UNION SELECT 5 UNION SELECT 6 UNION SELECT 7 UNION SELECT 8 UNION SELECT 9) t2,
    (SELECT 0 t3 UNION SELECT 1 UNION SELECT 2 UNION SELECT 3 UNION SELECT 4 UNION SELECT 5 UNION SELECT 6 UNION SELECT 7 UNION SELECT 8 UNION SELECT 9) t3,
    (SELECT 0 t4 UNION SELECT 1 UNION SELECT 2 UNION SELECT 3 UNION SELECT 4 UNION SELECT 5 UNION SELECT 6 UNION SELECT 7 UNION SELECT 8 UNION SELECT 9) t4
) AS date_range JOIN classes c 
  LEFT JOIN enrollment_changes AS e ON e.change_date <= date_range.event_date AND  c.id = e.class_id
WHERE date_range.event_date BETWEEN '2019-01-01' AND '2019-01-03'
GROUP BY date_range.event_date, c.name 
ORDER BY date_range.event_date, c.name

demo on dbfiddle.uk


日历表中的每一天都加入所有课程(使用JOIN)。注册更改(使用LEFT JOIN)加入到当天和特定班级。使用IFNULL可以将NULL的值替换为0。

每天使用GROUP BY每天会产生一行。要每天为每一堂课取得一行,您必须GROUP BY天和班级名称。