数据分组的累积值

Question

对于以下查询，我需要一些专业知识帮助。 所以，我需要根据 GMV 金额进行每天的累计计算。

我最大的问题是我无法从 GROUP BY 中删除 gmv，否则会出错。

关于如何解决这个问题的任何想法？

SELECT CONVERT(varchar, order_date, 103) AS date,
       DATEPART(WEEKDAY, order_date) AS weekday,
       SUM(gmv) OVER (ORDER BY order_date ROWS UNBOUNDED PRECEDING) AS cumulative
FROM database
WHERE order_date BETWEEN '2017-02-01' AND '2017-08-01'
GROUP BY order_date,
         gmv;

Answer 1

正如我在 cmets 中提到的，首先使用派生表来获取组中的聚合，然后进行累积 SUM：

WITH CTE AS
    (SELECT CONVERT(date, order_date) AS OrderDate, --I assume here that Order_date is a date and time value
            SUM(GMV) AS GMV
     FROM dbo.Raw_data
     GROUP BY CONVERT(date, order_date))
SELECT OrderDate,
       DATEPART(WEEKDAY, OrderDate) AS WeekDay,
       SUM(GMV) OVER (ORDER BY OrderDate ASC
                      ROWS BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW) AS CumulativeGMV
FROM CTE;