在 SQL Server 中是否有任何将行转换为列的工具(在 MS-Access 中可以)?我很困惑,因为这个工具在 MS-Access 中可用,但在 SQL Server 中不可用。SQL Server 中没有包含此功能是设计使然吗?
5 回答
http://jdixon.dotnetdevelopersjournal.com/pivot_table_data_in_sql_server_2000_and_2005.htm上的示例仅在您事先知道行值可以是什么时才有效。例如,假设您有一个具有自定义属性的实体,并且自定义属性被实现为子表中的行,其中子表基本上是变量/值对,并且这些变量/值对是可配置的。
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我将描述一种有效的技术。我用过。我不是在宣传它,但它确实有效。
要在您事先不知道值是什么的情况下对数据进行透视,请动态创建一个没有列的临时表。然后使用游标遍历您的行,为每个变量发布一个动态构建的“更改表”,以便最终您的临时表具有列、颜色、大小、城市。
然后在临时表中插入一行,通过另一个游标通过变量、值对更新它,然后选择它,通常与其父实体连接,实际上使这些自定义变量/值对看起来像是内置的-在原始父实体的列中。
所描述的游标方法可能是最不像 SQL 那样使用的方法。如前所述,SQL 2005 及更高版本的 PIVOT 效果很好。但对于旧版本和非 MS SQL 服务器,来自“优化 Transact-SQL”的 Rozenshtein 方法(编辑:绝版,但可用。来自亚马逊:http ://www.amazon.com/Optimizing-Transact-SQL- Advanced-Programming-Techniques/dp/0964981203 ),非常适合旋转和取消旋转数据。它使用点特征将基于行的数据转换为列。Rozenshtein 描述了几种情况,这里有一个例子:
SELECT
RowValueNowAColumn =
CONVERT(varchar,
MAX(
SUBSTRING(myTable.MyVarCharColumn,1,DATALENGTH(myTable.MyVarCharColumn)
* CHARINDEX(sa.SearchAttributeName,'MyRowValue'))))
FROM
myTable
这种方法比使用 case 语句更有效,并且适用于各种数据类型和 SQL 实现(不仅仅是 MS SQL)。
这种事情最好限制在小范围内。如果您使用的是 SQL 2k 并且没有可用的 PIVOT 功能,我已经起草了一个应该为您完成这项工作的存储过程。有点拙劣的匆忙工作,所以尽可能多地拆开它。将以下内容粘贴到 sql 窗口中,并根据需要编辑底部的 EXEC。如果您想查看正在生成的内容,请删除中间的 --s:
IF EXISTS (SELECT * FROM SYSOBJECTS WHERE XTYPE = 'P' AND NAME = 'USP_LIST_CONCAT')
DROP PROCEDURE USP_LIST_CONCAT
GO
CREATE PROCEDURE USP_LIST_CONCAT (@SourceTable NVARCHAR(1000) = '' ,@SplitColumn NVARCHAR(1000) = '' , @Deli NVARCHAR(10) = '', @KeyColumns NVARCHAR(2000) = '' , @Condition NVARCHAR(1000) = '')
AS
BEGIN
SET NOCOUNT ON
/* PROCEDURE CREATED 2010 FOR SQL SERVER 2000. SIMON HUGHES. */
/* NOTES: REMOVE --'s BELOW TO LIST GENERATED SQL. */
IF @SourceTable = '' OR @SourceTable = '?' OR @SourceTable = '/?' OR @SplitColumn = '' OR @KeyColumns = ''
BEGIN
PRINT 'Format for use:'
PRINT ' USP_LIST_CONCAT ''SourceTable'', ''SplitColumn'', ''Deli'', ''KeyColumn1,...'', ''Column1 = 12345 AND ...'''
PRINT ''
PRINT 'Description:'
PRINT 'The SourceTable should contain a number of records acting as a list of values.'
PRINT 'The SplitColumn should be the name of the column holding the values wanted.'
PRINT 'The Delimiter may be any single character or string ie ''/'''
PRINT 'The KeyColumn may contain a comma separated list of columns that will be returned before the concatenated list.'
PRINT 'The optional Conditions may be left blank or may include the following as examples:'
PRINT ' ''Column1 = 12334 AND (Column2 = ''ABC'' OR Column3 = ''DEF'')'''
PRINT ''
PRINT 'A standard list in the format:'
PRINT ' Store1, Employee1, Rabbits'
PRINT ' Store1, Employee1, Dogs'
PRINT ' Store1, Employee1, Cats'
PRINT ' Store1, Employee2, Dogs'
PRINT ''
PRINT 'Will be returned as:'
PRINT ' Store1, Employee1, Cats/Dogs/Rabbits'
PRINT ' Store1, Employee2, Dogs'
PRINT ''
PRINT 'A full ORDER BY and DISTINCT is included'
RETURN -1
END
DECLARE @SQLStatement NVARCHAR(4000)
SELECT @SQLStatement = '
DECLARE @DynamicSQLStatement NVARCHAR(4000)
SELECT @DynamicSQLStatement = ''SELECT '+@KeyColumns+', SUBSTRING(''
SELECT @DynamicSQLStatement = @DynamicSQLStatement + '' + '' + CHAR(10) +
'' MAX(CASE WHEN '+@SplitColumn+' = ''''''+RTRIM('+@SplitColumn+')+'''''' THEN '''''+@Deli+'''+RTRIM('+@SplitColumn+')+'''''' ELSE '''''''' END)''
FROM '+ @SourceTable +' ORDER BY '+@SplitColumn+'
SELECT @DynamicSQLStatement = @DynamicSQLStatement + '' ,2,7999) List'' + CHAR(10) + ''FROM '+ @SourceTable+''' + CHAR(10) +'''+CASE WHEN @Condition = '' THEN '/* WHERE */' ELSE 'WHERE '+@Condition END+ '''+ CHAR(10) + ''GROUP BY '+@KeyColumns+'''
SELECT @DynamicSQLStatement = REPLACE(@DynamicSQLStatement,''( +'',''('')
-- SELECT @DynamicSQLStatement -- DEBUG ONLY
EXEC (@DynamicSQLStatement)'
EXEC (@SQLStatement)
END
GO
EXEC USP_LIST_CONCAT 'MyTableName', 'ColumnForListing', 'Delimiter', 'KeyCol1, KeyCol2', 'Column1 = 123456'
对于 sql server 2005 中的 UNPIVOT,我找到了一篇不错的文章
我有以下格式的数据
调查_问题_ID
电子邮件(用户)
回答
对于 1 项调查,有 13 个问题和答案我想要的期望输出是
用户--- Survey_question_ID1 --- Survey_question_ID2
电子邮件---回答---回答 ........以此类推
这是SQL Server 2000的解决方案,原因字段数据类型为TEXT。
DROP TABLE #tmp
DECLARE @tmpTable TABLE
(
emailno NUMERIC,
question1 VARCHAR(80),
question2 VARCHAR(80),
question3 VARCHAR(80),
question4 VARCHAR(80),
question5 VARCHAR(80),
question6 VARCHAR(80),
question7 VARCHAR(80),
question8 VARCHAR(80),
question9 VARCHAR(80),
question10 VARCHAR(80),
question11 VARCHAR(80),
question12 VARCHAR(80),
question13 VARCHAR(8000)
)
DECLARE @tmpTable2 TABLE
(
emailNumber NUMERIC
)
DECLARE @counter INT
DECLARE @Email INT
SELECT @counter =COUNT(DISTINCT ans.email) FROM answers ans WHERE ans.surveyname=100430 AND ans.qnpkey BETWEEN 233702 AND 233714
SELECT * INTO #tmp FROM @tmpTable
INSERT INTO @tmpTable2 (emailNumber) SELECT DISTINCT CAST(ans.email AS NUMERIC) FROM answers ans WHERE ans.surveyname=100430 AND ans.qnpkey BETWEEN 233702 AND 233714
WHILE @counter >0
BEGIN
SELECT TOP 1 @Email= emailNumber FROM @tmpTable2
INSERT INTO @tmpTable (emailno) VALUES (@Email )
Update @tmpTable set question1=CAST(answer as VARCHAR(80)) from answers ans where ans.surveyname=100430 and ans.qnpkey = 233702 and ans.email=@Email
Update @tmpTable set question2=CAST(answer as VARCHAR(80)) from answers ans where ans.surveyname=100430 and ans.qnpkey = 233703 and email=@email
Update @tmpTable set question3=CAST(answer as VARCHAR(80)) from answers ans where ans.surveyname=100430 and ans.qnpkey = 233704 and email=@email
Update @tmpTable set question4=CAST(answer as VARCHAR(80)) from answers ans where ans.surveyname=100430 and ans.qnpkey = 233705 and email=@email
Update @tmpTable set question5=CAST(answer as VARCHAR(80)) from answers ans where ans.surveyname=100430 and ans.qnpkey = 233706 and email=@email
Update @tmpTable set question6=CAST(answer as VARCHAR(80)) from answers ans where ans.surveyname=100430 and ans.qnpkey = 233707 and email=@email
Update @tmpTable set question7=CAST(answer as VARCHAR(80)) from answers ans where ans.surveyname=100430 and ans.qnpkey = 233708 and email=@email
Update @tmpTable set question8=CAST(answer as VARCHAR(80)) from answers ans where ans.surveyname=100430 and ans.qnpkey = 233709 and email=@email
Update @tmpTable set question9=CAST(answer as VARCHAR(80)) from answers ans where ans.surveyname=100430 and ans.qnpkey = 233710 and email=@email
Update @tmpTable set question10=CAST(answer as VARCHAR(80)) from answers ans where ans.surveyname=100430 and ans.qnpkey = 233711 and email=@email
Update @tmpTable set question11=CAST(answer as VARCHAR(80)) from answers ans where ans.surveyname=100430 and ans.qnpkey = 233712 and email=@email
Update @tmpTable set question12=CAST(answer as VARCHAR(80)) from answers ans where ans.surveyname=100430 and ans.qnpkey = 233713 and email=@email
Update @tmpTable set question13=CAST(answer as VARCHAR(8000)) from answers ans where ans.surveyname=100430 and ans.qnpkey = 233714 and email=@email
insert into #tmp select * from @tmpTable
DELETE FROM @tmpTable
DELETE FROM @tmpTable2 WHERE emailNumber= @Email
set @counter =@counter -1
End
select * from #tmp