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行轉列和列轉行

行列互轉,是一個經常遇到的需求。實作的方法,有case when方式和2005之後的内置pivot和unpivot方法來實作。

在讀了技術内幕那一節後,雖說這些解決方案早就用過了,卻沒有系統性的認識和總結過。為了加深認識,再總結一次。

行列互轉,可以分為靜态互轉,即事先就知道要處理多少行(列);動态互轉,事先不知道處理多少行(列)。

--建立測試環境
USE tempdb;
GO

IF OBJECT_ID('dbo.Orders') IS NOT NULL
  DROP TABLE dbo.Orders;
GO

CREATE TABLE dbo.Orders
(
  orderid   int        NOT NULL PRIMARY KEY NONCLUSTERED,
  orderdate datetime   NOT NULL,
  empid     int        NOT NULL,
  custid    varchar(5) NOT NULL,
  qty       int        NOT NULL
);

CREATE UNIQUE CLUSTERED INDEX idx_orderdate_orderid
  ON dbo.Orders(orderdate, orderid);

INSERT INTO dbo.Orders(orderid, orderdate, empid, custid, qty)
  VALUES(30001, '20020802', 3, 'A', 10);
INSERT INTO dbo.Orders(orderid, orderdate, empid, custid, qty)
  VALUES(10001, '20021224', 1, 'A', 12);
INSERT INTO dbo.Orders(orderid, orderdate, empid, custid, qty)
  VALUES(10005, '20021224', 1, 'B', 20);
INSERT INTO dbo.Orders(orderid, orderdate, empid, custid, qty)
  VALUES(40001, '20030109', 4, 'A', 40);
INSERT INTO dbo.Orders(orderid, orderdate, empid, custid, qty)
  VALUES(10006, '20030118', 1, 'C', 14);
INSERT INTO dbo.Orders(orderid, orderdate, empid, custid, qty)
  VALUES(20001, '20030212', 2, 'B', 12);
INSERT INTO dbo.Orders(orderid, orderdate, empid, custid, qty)
  VALUES(40005, '20040212', 4, 'A', 10);
INSERT INTO dbo.Orders(orderid, orderdate, empid, custid, qty)
  VALUES(20002, '20040216', 2, 'C', 20);
INSERT INTO dbo.Orders(orderid, orderdate, empid, custid, qty)
  VALUES(30003, '20040418', 3, 'B', 15);
INSERT INTO dbo.Orders(orderid, orderdate, empid, custid, qty)
  VALUES(30004, '20020418', 3, 'C', 22);
INSERT INTO dbo.Orders(orderid, orderdate, empid, custid, qty)
  VALUES(30007, '20020907', 3, 'D', 30);
GO
           

 行轉列-靜态方案:

--行轉列的靜态方案一:CASE WHEN,相容sql2000
select custid,
sum(case when YEAR(orderdate)=2002 then qty end) as [2002],
sum(case when YEAR(orderdate)=2003 then qty end) as [2003],
sum(case when YEAR(orderdate)=2004 then qty end) as [2004]
from orders
group by custid;
GO
--行轉列的靜态方案二:PIVOT,sql2005及以後版本
select *
from (select custid,YEAR(orderdate) as years,qty from orders) as ord
pivot(sum(qty) for years in([2002],[2003],[2004]))as p
GO
           

 行轉列-動态方案:加入了xml處理和SQL注入預防判斷

--既然是用到了動态SQL,就有一個老話題:SQL注入。建一個注入性字元的判斷函數。
CREATE FUNCTION [dbo].[fn_CheckSQLInjection]
(
 @Col nvarchar(4000)
)
RETURNS BIT --如果存在可能的注入字元傳回true,反之傳回false
AS
BEGIN
DECLARE @result bit;
  IF  
     UPPER(@Col) LIKE UPPER(N'%0x%')
  OR UPPER(@Col) LIKE UPPER(N'%;%')
  OR UPPER(@Col) LIKE UPPER(N'%''%')
  OR UPPER(@Col) LIKE UPPER(N'%--%')
  OR UPPER(@Col) LIKE UPPER(N'%/*%*/%')
  OR UPPER(@Col) LIKE UPPER(N'%EXEC%')
  OR UPPER(@Col) LIKE UPPER(N'%xp_%')
  OR UPPER(@Col) LIKE UPPER(N'%sp_%')
  OR UPPER(@Col) LIKE UPPER(N'%SELECT%')
  OR UPPER(@Col) LIKE UPPER(N'%INSERT%')
  OR UPPER(@Col) LIKE UPPER(N'%UPDATE%')
  OR UPPER(@Col) LIKE UPPER(N'%DELETE%')
  OR UPPER(@Col) LIKE UPPER(N'%TRUNCATE%')
  OR UPPER(@Col) LIKE UPPER(N'%CREATE%')
  OR UPPER(@Col) LIKE UPPER(N'%ALTER%')
  OR UPPER(@Col) LIKE UPPER(N'%DROP%')
  SET @result=1
 ELSE
  SET @result=0
 return @result
END
GO

--行轉列的動态方案一:CASE WHEN,相容sql2000
DECLARE @T TABLE (years INT NOT NULL PRIMARY KEY);
INSERT INTO @T 
SELECT DISTINCT YEAR(orderdate) from orders;
DECLARE @Y INT;
SET @Y=(SELECT MIN(years) from @T);
DECLARE @SQL NVARCHAR(4000)=N'';
WHILE @Y IS NOT NULL
BEGIN
  SET @[email protected]+N',sum(case when YEAR(orderdate)='+CAST(@Y AS NVARCHAR(4)) +N' then qty end) as '+QUOTENAME(@Y);
  SET @Y=(SELECT MIN(years) from @T where years>@Y);
END
IF  dbo.fn_CheckSQLInjection(@SQL)=0
SET @SQL=N'SELECT custid'[email protected]+N' FROM orders group by custid'
PRINT @SQL
EXEC sp_executesql  @SQL
GO

--行轉列的動态方案二:PIVOT,sql2005及以後版本
DECLARE @T TABLE (years INT NOT NULL PRIMARY KEY);
INSERT INTO @T 
SELECT DISTINCT YEAR(orderdate) from orders;
DECLARE @Y INT;
SET @Y=(SELECT MIN(years) from @T);
DECLARE @SQL NVARCHAR(4000)=N'';

    --這裡使用了xml處理來處理類組字元串
SET @SQL=STUFF((SELECT N','+QUOTENAME(years) FROM @T
 FOR XML PATH('')),1,1,N'');
IF  dbo.fn_CheckSQLInjection(@SQL)=0
SET @SQL=N'select * from (select DISTINCT custid,YEAR(orderdate) as years,qty from orders) as ord
pivot(sum(qty) for years in('[email protected]+N'))as p';
PRINT @SQL;
EXEC SP_EXECUTESQL @SQL;
GO
           

  列轉行:--列轉行的靜态方案:UNPIVOT,sql2005及以後版本

SELECT * FROM dbo.pvtCustOrders
SELECT custid,years,qty
from dbo.pvtCustOrders
unpivot(qty for years in([2002],[2003],[2004]))as up
GO
--列轉行的動态方案:UNPIVOT,sql2005及以後版本
--因為行是動态是以這裡就從INFORMATION_SCHEMA.COLUMNS視圖中擷取列來構造行,同樣也使用了XML處理。
DECLARE @SQL NVARCHAR(4000)=N'';
SET @SQL=STUFF((SELECT N','+QUOTENAME(COLUMN_NAME ) FROM INFORMATION_SCHEMA.COLUMNS
WHERE ORDINAL_POSITION>1 AND TABLE_NAME='PvtCustOrders'
FOR XML PATH('')),1,1,N'')
SET @SQL=N'SELECT custid,years,qty
         from dbo.pvtCustOrders
         unpivot(qty for years in('[email protected]+'))as up';
PRINT @SQL;
EXEC SP_EXECUTESQL @SQL;