实际需求很普遍,比如求销售数据的每天与头一天的销售增长量。这里用一个汽车行驶数据来做例子:
先初始化数据:
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CREATE TABLE [dbo].[CarData](
[CarID] [int] NULL,
[Mileage] [int] NULL,
[M_year] [int] NULL,
[M_Month] [int] NULL,
[M_Day] [int] NULL
) ON [PRIMARY]
GO
INSERT [dbo].[CarData] ([CarID], [Mileage], [M_year], [M_Month], [M_Day]) VALUES (1, 10, 2015, 1, 1)
INSERT [dbo].[CarData] ([CarID], [Mileage], [M_year], [M_Month], [M_Day]) VALUES (1, 15, 2015, 1, 2)
INSERT [dbo].[CarData] ([CarID], [Mileage], [M_year], [M_Month], [M_Day]) VALUES (1, 15, 2015, 1, 5)
INSERT [dbo].[CarData] ([CarID], [Mileage], [M_year], [M_Month], [M_Day]) VALUES (1, 20, 2015, 1, 6)
INSERT [dbo].[CarData] ([CarID], [Mileage], [M_year], [M_Month], [M_Day]) VALUES (1, 26, 2015, 1, 9)
INSERT [dbo].[CarData] ([CarID], [Mileage], [M_year], [M_Month], [M_Day]) VALUES (1, 30, 2015, 1, 10)
INSERT [dbo].[CarData] ([CarID], [Mileage], [M_year], [M_Month], [M_Day]) VALUES (1, 35, 2015, 1, 11)
INSERT [dbo].[CarData] ([CarID], [Mileage], [M_year], [M_Month], [M_Day]) VALUES (2, 20, 2015, 1, 5)
INSERT [dbo].[CarData] ([CarID], [Mileage], [M_year], [M_Month], [M_Day]) VALUES (2, 22, 2015, 1, 8)
INSERT [dbo].[CarData] ([CarID], [Mileage], [M_year], [M_Month], [M_Day]) VALUES (2, 40, 2015, 1, 10)
INSERT [dbo].[CarData] ([CarID], [Mileage], [M_year], [M_Month], [M_Day]) VALUES (2, 45, 2015, 1, 11)
INSERT [dbo].[CarData] ([CarID], [Mileage], [M_year], [M_Month], [M_Day]) VALUES (3, 50, 2015, 1, 11)
然后,使用下面的SQL来统计:
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WITH ONE AS(
SELECT ROW_NUMBER() OVER(PARTITION BY CarId ORDER BY CarId, M_Year, M_Month, M_Day) AS NodeId
,C.CarId
,C.Mileage
,C.M_Year
,C.M_Month
,C.M_Day
FROM dbo.CarData AS C
)
SELECT *
,COALESCE(One.Mileage - LAG(One.Mileage) over(PARTITION BY CarId order by One.NodeId),0) AS '增量'
FROM ONE
这里使用LAG函数来计算。
注意,这个查询只有在SQLSERVER 2012以上才支持,2008不支持,所以采用下面的方法实现:
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WITH TWO AS(
SELECT ROW_NUMBER() OVER(PARTITION BY CarId ORDER BY CarId, M_Year, M_Month, M_Day) AS NodeId
,C.CarId
,C.Mileage
,C.M_Year
,C.M_Month
,C.M_Day
FROM [dbo].[CarData] AS C
)
SELECT A.*
, A.Mileage - COALESCE(B.NextMileage, 0) AS '增量'
FROM TWO AS A
OUTER APPLY (SELECT Mileage AS NextMileage FROM TWO AS B WHERE B.NodeId = A.NodeId - 1 AND B.CarId = A.CarId ) AS B;
执行查询,将得到下面的结果:
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1 1 10 2015 1 1 10
2 1 15 2015 1 2 5
3 1 15 2015 1 5 0
4 1 20 2015 1 6 5
5 1 26 2015 1 9 6
6 1 30 2015 1 10 4
7 1 35 2015 1 11 5
1 2 20 2015 1 5 20
2 2 22 2015 1 8 2
3 2 40 2015 1 10 18
4 2 45 2015 1 11 5
1 3 50 2015 1 11 50
感谢 SOD开发技术群(PWMIS开发框架-SOD会员群 43109929)朋友提供的程序。