按月份进行统计

在应用当中时常需要按照月份进行统计，比如整年的产量，一月的常量，二月的产量。。。十二月的常量。在表的设计的时候产量表一般有两个列，一个是时间，一个是产量。每月的产量对应表中的多条记录。一般产生的报表有如下格式：

id

Total

Jan

Feb

Mar

Apr

May

June

July

Aug

Sep

Oct

Nov

Dec

id

12x

x

x

x

x

x

x

x

x

x

x

x

x

 

下面对Nothwind数据库中的雇员2007年的销售情况按月进行统计。首先对这些数据进行感性认识下：

SELECT empid, orderdate, unitprice, qty

FROM Sales.Orders o JOIN Sales.OrderDetails od

ON o.orderid = od.orderid

WHERE DATEPART(YEAR, o.orderdate) = 2007

ORDER BY empid, orderdate

可以得到如下数据，我只拿empid = 1的数据：

1	2007-01-01 00:00:00.000	99.00	21
1	2007-01-01 00:00:00.000	14.40	35
1	2007-01-01 00:00:00.000	16.00	30
	……………
1	2007-02-21 00:00:00.000	10.20	15
1	2007-02-21 00:00:00.000	12.00	25
	……………
1	2007-03-05 00:00:00.000	3.6	25
	……………
	……………
	……………
1	2007-12-11 00:00:00.000	39.00	33
	……………

 

empid 为1 的每月在表中都有多条记录。下面采用两种方式去产生需要的报表。

1）使用SUM聚合函数，因为sum参数可以是表达式，那么我使用case逻辑对sum聚合进行控制，比如对一月统计可以采用如下方式：

	SUM(CASE DATEPART(MONTH, o.orderdate)

			WHEN 1 THEN 1

			ELSE 0

		END * od.unitprice*od.qty) AS Jan

采用如上方式，我只要在select list里面重复上面的聚合函数，就可以得到想要的报表。

SELECT empid AS Empid,

	SUM(od.unitprice * od.qty) AS Year,

	SUM(CASE DATEPART(MONTH, o.orderdate)

			WHEN 1 THEN 1

			ELSE 0

		END * od.unitprice*od.qty) AS Jan,

	SUM(CASE DATEPART(MONTH, o.orderdate)

			WHEN 2 THEN 1

			ELSE 0

		END * od.unitprice*od.qty) AS Feb,

	SUM(CASE DATEPART(MONTH, o.orderdate)

			WHEN 3 THEN 1

			ELSE 0

		END * od.unitprice*od.qty) AS Mar,

	SUM(CASE DATEPART(MONTH, o.orderdate)

			WHEN 4 THEN 1

			ELSE 0

		END * od.unitprice*od.qty) AS Apr,

	SUM(CASE DATEPART(MONTH, o.orderdate)

			WHEN 5 THEN 1

			ELSE 0

		END * od.unitprice*od.qty) AS May,

	SUM(CASE DATEPART(MONTH, o.orderdate)

			WHEN 6 THEN 1

			ELSE 0

		END * od.unitprice*od.qty) AS June,

	SUM(CASE DATEPART(MONTH, o.orderdate)

			WHEN 7 THEN 1

			ELSE 0

		END * od.unitprice*od.qty) AS July,

	SUM(CASE DATEPART(MONTH, o.orderdate)

			WHEN 8 THEN 1

			ELSE 0

		END * od.unitprice*od.qty) AS Aug,

	SUM(CASE DATEPART(MONTH, o.orderdate)

			WHEN 9 THEN 1

			ELSE 0

		END * od.unitprice*od.qty) AS Seo,

	SUM(CASE DATEPART(MONTH, o.orderdate)

			WHEN 10 THEN 1

			ELSE 0

		END * od.unitprice*od.qty) AS Oct,

	SUM(CASE DATEPART(MONTH, o.orderdate)

			WHEN 11 THEN 1

			ELSE 0

		END * od.unitprice*od.qty) AS Nov,

	SUM(CASE DATEPART(MONTH, o.orderdate)

			WHEN 12 THEN 1

			ELSE 0

		END * od.unitprice*od.qty) AS Dec	

FROM Sales.Orders o JOIN Sales.OrderDetails od

ON o.orderid = od.orderid

WHERE DATEPART(YEAR, orderdate) = 2007

GROUP BY empid

ORDER by empid

以上的方式逻辑比较清晰，但是list比较长，下面这种方式原理和上面一样，但是做法更巧妙。

SELECT empid Empid, 

	SUM(od.qty * od.unitprice) Year,

	SUM(od.qty *od.unitprice * (1-ABS(SIGN(DATEPART(MONTH, o.orderdate) - 1)))) AS Jan,

	SUM(od.qty *od.unitprice * (1-ABS(SIGN(DATEPART(MONTH, o.orderdate) - 2)))) AS Feb,

	SUM(od.qty *od.unitprice * (1-ABS(SIGN(DATEPART(MONTH, o.orderdate) - 3)))) AS Mar,

	SUM(od.qty *od.unitprice * (1-ABS(SIGN(DATEPART(MONTH, o.orderdate) - 4)))) AS Apr,

	SUM(od.qty *od.unitprice * (1-ABS(SIGN(DATEPART(MONTH, o.orderdate) - 5)))) AS May,

	SUM(od.qty *od.unitprice * (1-ABS(SIGN(DATEPART(MONTH, o.orderdate) - 6)))) AS June,

	SUM(od.qty *od.unitprice * (1-ABS(SIGN(DATEPART(MONTH, o.orderdate) - 7)))) AS July,

	SUM(od.qty *od.unitprice * (1-ABS(SIGN(DATEPART(MONTH, o.orderdate) - 8)))) AS Aug,

	SUM(od.qty *od.unitprice * (1-ABS(SIGN(DATEPART(MONTH, o.orderdate) - 9)))) AS Sep,

	SUM(od.qty *od.unitprice * (1-ABS(SIGN(DATEPART(MONTH, o.orderdate) - 10)))) AS Oct,

	SUM(od.qty *od.unitprice * (1-ABS(SIGN(DATEPART(MONTH, o.orderdate) - 11)))) AS Nov,

	SUM(od.qty *od.unitprice * (1-ABS(SIGN(DATEPART(MONTH, o.orderdate) - 12)))) AS Dec	

FROM Sales.Orders o JOIN Sales.OrderDetails od

ON o.orderid = od.orderid

WHERE DATEPART(YEAR, orderdate) = 2007

GROUP BY empid

ORDER by empid

注意上面sum函数的表达是，比如对于一月，有：

od.qty *od.unitprice * (1-ABS(SIGN(DATEPART(MONTH, o.orderdate) - 1)))

如果当前的记录是一月，那么DATEPART(MONTH, o.orderdate)是1， SIGN(DATEPART(MONTH, o.orderdate) – 1) = SIGN(1-1) =SIGN(0) = 0,

od.qty*od.unitprice*(1-ABS(SIGN(DATEPART(MONTH, o.orderdate)-1))) = od.qty * od.unitprice*(1-ABS(0)) = od.qty * od.unitprice * 1

如果当前的记录不是一月，那么DATEPART(MONTH, o.orderdate) >1， SIGN(DATEPART(MONTH, o.orderdate) – 1) = SIGN(>1) = 1,

od.qty*od.unitprice*(1-ABS(SIGN(DATEPART(MONTH, o.orderdate)-1))) = od.qty * od.unitprice*(1-ABS(1)) = od.qty * od.unitprice * 0 = 0

所以od.qty *od.unitprice * (1-ABS(SIGN(DATEPART(MONTH, o.orderdate) - 1)))计算一月的，

SUM(od.qty *od.unitprice * (1-ABS(SIGN(DATEPART(MONTH, o.orderdate) - 2))))计算二月的。。。

 

2）使用Pivot进行旋转。

首先得到每个id每个月的销售量，如下：

	SELECT empid, DATEPART(MONTH, o.orderdate) Month, unitprice * qty Total

	FROM Sales.Orders o JOIN Sales.OrderDetails od

	ON o.orderid = od.orderid

	WHERE DATEPART(YEAR, o.orderdate) = 2007

接下来对按Month列进行旋转，对Total列进行sum聚合计算：

SELECT empid EmpId,

	ISNULL(p.[1], 0) + ISNULL(p.[2],0) + ISNULL(p.[3], 0)+ISNULL(p.[4],0)+

	ISNULL(p.[5], 0)+ISNULL(p.[6],0) + ISNULL(p.[7],0)+ISNULL(p.[8],0)+ISNULL(p.[9],0)+

	ISNULL(p.[10],0)+ISNULL(p.[11],0)+ISNULL(p.[12],0) As Total,

	P.[1] As Jan, P.[2] Feb, P.[3] AS Mar, P.[4] AS Apr,P.[5] May, P.[6] June, P.[7] July,

	P.[8] Aug, P.[9] Sep, P.[10] Oct, P.[11] Nov, P.[12] Dec

FROM

(

	SELECT empid, DATEPART(MONTH, o.orderdate) Month, unitprice * qty Total

	FROM Sales.Orders o JOIN Sales.OrderDetails od

	ON o.orderid = od.orderid

	WHERE DATEPART(YEAR, o.orderdate) = 2007

) D1 PIVOT(

	SUM(Total)

	FOR Month IN ([1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12])

	) AS P

ORDER BY empid

注意如果表中存在某个employee某月没有销售记录，那么对应的结果null（不可以的），那么就需要ISNULL把null转成0，否则Total为null。

那也可以先按empid,月份进行分组，然后在进行旋转，如下：

SELECT  empid EmpId,

	ISNULL(p.[1], 0) + ISNULL(p.[2],0) + ISNULL(p.[3], 0)+ISNULL(p.[4],0)+

	ISNULL(p.[5], 0)+ISNULL(p.[6],0) + ISNULL(p.[7],0)+ISNULL(p.[8],0)+ISNULL(p.[9],0)+

	ISNULL(p.[10],0)+ISNULL(p.[11],0)+ISNULL(p.[12],0) As Total,

	P.[1] As Jan, P.[2] Feb, P.[3] AS Mar, P.[4] AS Apr,P.[5] May, P.[6] June, P.[7] July,

	P.[8] Aug, P.[9] Sep, P.[10] Oct, P.[11] Nov, P.[12] Dec

FROM (

	SELECT empid,  DATEPART(MONTH, o.orderdate) month, SUM(od.unitprice * od.qty) total

	FROM Sales.Orders o JOIN Sales.OrderDetails od

	ON o.orderid = od.orderid

	WHERE DATEPART(YEAR, o.orderdate) = 2007

	GROUP BY empid,DATEPART(MONTH, o.orderdate)

) D1 PIVOT(

	MAX(total)

	FOR month IN ([1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12])

	) AS P

ORDER BY empid

以上一共采用四种不同的方式，两种不同的原理对数据进行统计。