我有一个SQL数据库表,其中包含以下结构,我希望为我的用户提供以垂直或水平方式导出数据的选项。
SELECT [MEA_ID], [MEA_DateTime], [PTR_ID], [EXP_ID], [DUN_ID], [MEA_Value]
FROM [MeasurementData];
|--------|----------------------|--------|--------|--------|-----------|
| MEA_ID | MEA_DateTime | PTR_ID | EXP_ID | DUN_ID | MEA_Value |
|--------|----------------------|--------|--------|--------|-----------|
| 1 | 2009-08-10 00:00:00 | 24 | 14 | 2 | 15.1 |
| 2 | 2009-08-10 00:00:00 | 24 | 14 | 3 | 14.3 |
| 3 | 2009-08-10 00:00:00 | 24 | 14 | 4 | 16.7 |
| 4 | 2009-08-10 00:00:10 | 24 | 15 | 2 | 13.0 |
| 5 | 2009-08-10 00:00:10 | 24 | 15 | 4 | 13.4 |
| 6 | 2009-08-10 00:00:20 | 24 | 16 | 2 | 17.8 |
| 7 | 2009-08-10 00:00:20 | 24 | 16 | 3 | 17.7 |
| 8 | 2009-08-10 00:00:20 | 24 | 16 | 4 | 16.2 |
| 9 | 2009-08-10 00:00:00 | 25 | 14 | 3 | 34.0 |
| 10 | 2009-08-10 00:00:00 | 25 | 14 | 4 | 19.0 |
| 11 | 2009-08-10 00:00:10 | 25 | 15 | 2 | 22.1 |
| 12 | 2009-08-10 00:00:10 | 25 | 15 | 3 | 23.1 |
| 13 | 2009-08-10 00:00:20 | 25 | 16 | 2 | 24.6 |
| 14 | 2009-08-10 00:00:20 | 25 | 16 | 3 | 18.3 |
| 15 | 2009-08-10 00:00:20 | 25 | 16 | 4 | 18.2 |
上表是垂直导出。
MEA_DateTime , PTR_ID , EXP_ID 和 DUN_ID 的每个组合都是唯一的,因此始终只能给定组合的1行。我想要完成的是水平转动 DUN_ID ,以便更好地比较值。
它应该是这样的:
SELECT [MEA_DateTime], [PTR_ID], [EXP_ID], [MEA_Value]
FROM [MeasurementData]
PIVOT
(
SUM([MEA_Value])
FOR [DUN_ID] IN (????)
);
DUN_ID DUN_ID DUN_ID
| | |
v v v
|----------------------|--------|--------|-------|-------|-------|
| MEA_DateTime | PTR_ID | EXP_ID | 2 | 3 | 4 |
|----------------------|--------|--------|-------|-------|-------|
| 2009-08-10 00:00:00 | 24 | 14 | 15.1 | 14.3 | 16.7 |
| 2009-08-10 00:00:10 | 24 | 15 | 13.0 | NULL | 13.4 |
| 2009-08-10 00:00:20 | 24 | 16 | 17.8 | 17.7 | 16.2 |
| 2009-08-10 00:00:00 | 25 | 14 | NULL | 34.0 | 19.0 |
| 2009-08-10 00:00:10 | 25 | 15 | 22.1 | 23.1 | NULL |
| 2009-08-10 00:00:20 | 25 | 16 | 24.6 | 18.3 | 18.2 |
我试图让它与PIVOT一起工作,但遗憾的是之前从未做过类似的事情并且没有多少表现出来。根据我的判断,您需要预先知道列标题名称才能使其工作,我无法弄清楚如何将字段值用作列标题。我试图做的是什么,或者我是否应该在python中手动构建该结构?
很高兴得到任何帮助。
编辑:数据库引擎是Microsoft SQL。
编辑:行动中的解决方案:http://sqlfiddle.com/#!6/3afd7/1/0
答案 0 :(得分:2)
您可以使用此查询。
DECLARE @ColNames NVARCHAR(MAX) = ''
SELECT @ColNames = @ColNames + ', ' + QUOTENAME( DUN_ID ) FROM MyTable
GROUP BY DUN_ID
DECLARE @SqlText NVARCHAR(MAX) = '
SELECT * FROM (SELECT MEA_DateTime, PTR_ID, EXP_ID, DUN_ID, MEA_Value FROM MyTable ) SRC
PIVOT( MAX(MEA_Value) FOR DUN_ID IN ( '+ STUFF(@ColNames,1,1,'') +') ) AS PVT ORDER BY PTR_ID, EXP_ID'
EXEC(@SqlText)
结果:
MEA_DateTime PTR_ID EXP_ID 2 3 4
----------------------- ----------- ----------- ---------- -------- --------
2009-08-10 00:00:00.000 24 14 15.10 14.30 16.70
2009-08-10 00:00:10.000 24 15 13.00 NULL 13.40
2009-08-10 00:00:20.000 24 16 17.80 17.70 16.20
2009-08-10 00:00:00.000 25 14 NULL 34.00 19.00
2009-08-10 00:00:10.000 25 15 22.10 23.10 NULL
2009-08-10 00:00:20.000 25 16 24.60 18.30 18.20