按列和多行分组为一行多列
请帮帮我:
我希望按列TestType分组,但如果结果具有相同的TestType,则应将结果拆分为多个列
CREATE TABLE Result(WorkOrder varchar(10), TestType varchar(20), Result decimal(10,2));
INSERT INTO Result (WorkOrder, TestType, Result) VALUES
('HP19002316','VitaminA', 10.3),
('HP19002316','VitaminA', 11.3),
('HP19002316','VitaminA', 12.3),
('HP19002316','VitaminB', 13.4),
('HP19002316','VitaminB', 14.4),
('HP19002316','VitaminC', 15.5),
('HP19002316','VitaminD', 17.0)
我希望SQL以此格式返回数据
WorkOrder TestType Result1 Result2 Result3
==========================================================
HP19002316 VitaminA 10.3 11.3 12.3
HP19002316 VitaminB 13.4 14.4 NULL
HP19002316 VitaminC 15.5 NULL NULL
HP19002316 VitaminD 17.0 NULL NULL
结果#列应该是动态的,因为每个TestType都有许多结果
解决方案
正如我在评论中提到的,您在这里需要的是PIVOT
或交叉表;我更喜欢后者,所以我将使用后者。
此问题的非动态解决方案如下:
WITH RNs AS(
SELECT WorkOrder,
TestType,
Result,
ROW_NUMBER() OVER (PARTITION BY WorkOrder, TestType ORDER BY (SELECT NULL)) AS RN --ORDER BY should be your ID/always ascending column
FROM dbo.Result)
SELECT WorkOrder,
TestType,
MAX(CASE RN WHEN 1 THEN Result END) AS Result1,
MAX(CASE RN WHEN 2 THEN Result END) AS Result2,
MAX(CASE RN WHEN 3 THEN Result END) AS Result3
FROM RNs R
GROUP BY WorkOrder,
TestType;
然而,问题是这会将您锁定为3个结果,但您建议有一个不确定数量的结果。因此,您需要一个动态解决方案。
以下是最多100个结果。如果需要的列多于,则向CTETally
中的N
添加更多CROSS JOIN
。结果如下图所示(相当混乱)。
DECLARE @SQL nvarchar(MAX),
@CRLF nchar(2) = NCHAR(13) + NCHAR(10),
@MaxTally int;
SELECT @MaxTally = MAX(C)
FROM (SELECT COUNT(*) AS C
FROM dbo.Result
GROUP BY WorkOrder,
TestType) R;
WITH N AS(
SELECT N
FROM (VALUES(NULL),(NULL),(NULL),(NULL),(NULL),(NULL),(NULL),(NULL),(NULL))N(N)),
Tally AS(
SELECT TOP (@MaxTally) ROW_NUMBER() OVER (ORDER BY (SELECT NULL)) AS I
FROM N N1, N N2) --100 rows, add more Ns for more rows
SELECT @SQL = N'WITH RNs AS(' + @CRLF +
N' SELECT WorkOrder,' + @CRLF +
N' TestType,' + @CRLF +
N' Result,' + @CRLF +
N' ROW_NUMBER() OVER (PARTITION BY WorkOrder, TestType ORDER BY (SELECT NULL)) AS RN --ORDER BY should be your ID/always ascending column' + @CRLF +
N' FROM dbo.Result)' + @CRLF +
N'SELECT WorkOrder,' + @CRLF +
N' TestType,' + @CRLF +
--Using FOR XML PATH due to not knowing SQL Server version
STUFF((SELECT N',' + @CRLF +
CONCAT(N' MAX(CASE RN WHEN ',T.I,N' THEN Result END) AS Result',T.I)
FROM Tally T
ORDER BY T.I ASC
FOR XML PATH(N''),TYPE).value('(./text())[1]','nvarchar(MAX)'),1,3,N'') + @CRLF +
N'FROM RNs R' + @CRLF +
N'GROUP BY WorkOrder,' + @CRLF +
N' TestType;';
PRINT @SQL; --Your best friend.
EXEC sys.sp_executesql @SQL;
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