SQL行转列和列转行代码详解
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2022-06-28 14:47:21
行列互转,是一个经常遇到的需求。实现的方法,有case when方式和2005之后的内置pivot和unpivot方法来实现。
在读了技术内幕那一节后,虽说这些解决方案早...
行列互转,是一个经常遇到的需求。实现的方法,有case when方式和2005之后的内置pivot和unpivot方法来实现。
在读了技术内幕那一节后,虽说这些解决方案早就用过了,却没有系统性的认识和总结过。为了加深认识,再总结一次。
行列互转,可以分为静态互转,即事先就知道要处理多少行(列);动态互转,事先不知道处理多少行(列)。
--创建测试环境 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
行转列-静态方案:
--行转列的静态方案一:case when,兼容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 --行转列的静态方案二:pivot,sql2005及以后版本 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
行转列-动态方案:加入了xml处理和sql注入预防判断
--既然是用到了动态sql,就有一个老话题:sql注入。建一个注入性字符的判断函数。 create function [dbo].[fn_checksqlinjection] ( @col nvarchar(4000) ) returns bit --如果存在可能的注入字符返回true,反之返回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 --行转列的动态方案一:case when,兼容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 @sql=@sql+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'+@sql+n' from orders group by custid' print @sql exec sp_executesql @sql go --行转列的动态方案二:pivot,sql2005及以后版本 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''; --这里使用了xml处理来处理类组字符串 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('+@sql+n'))as p'; print @sql; exec sp_executesql @sql; go
列转行:
--列转行的静态方案:unpivot,sql2005及以后版本 select * from dbo.pvtcustorders select custid,years,qty from dbo.pvtcustorders unpivot(qty for years in([2002],[2003],[2004]))as up go --列转行的动态方案:unpivot,sql2005及以后版本 --因为行是动态所以这里就从information_schema.columns视图中获取列来构造行,同样也使用了xml处理。 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('+@sql+'))as up'; print @sql; exec sp_executesql @sql;
总结
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