我做了以下涉及LAG()的计算:
(lag(fValue,1,fValue) OVER (PARTITION BY Cluster ORDER BY iSequence) + fValue) / 2 as fValueAjusted
它采用前一个(基于iSequence)记录的fValue,与当前值相加,并将其除以2.
但是,我必须使用之前的记录fValueAjusted来代替使用fValue。
这意味着第一个记录的fValueAjusted将是它自己的fValue。第二条记录的fValueAjusted将基于第一条记录的fValue。并且,从第三条记录开始,它的计算将基于之前记录的fValueAjusted。
我需要fValueAjusted在前一条记录的fValueAjusted上递归计算。我无法弄清楚如何做到这一点。
更新1:这是源数据的示例。真实表有数百条记录和80个集群。
CREATE TABLE dbo.example (
iUnity int NOT NULL,
Cluster char(2) NOT NULL,
fValue float NOT NULL
)
15 A1 150
17 A1 170
21 B2 210
23 B2 230
71 C3 710
这是计算序列的CTE:
WITH cteSequencing AS (
SELECT
iUnity,Cluster
,fValue as fValueOriginal
,row_number() OVER (PARTITION BY Cluster ORDER BY fValueOriginal) as iSequence
FROM dbo.example
)
如果fValueAjusted将基于fValueOriginal计算,则查询将如下所示:
SELECT
iUnity,Cluster,fValueOriginal
,(
lag(fValue,1,fValue) OVER (PARTITION BY Cluster ORDER BY iSequence)
+ fValueOriginal
) / 2 as fValueAjusted
FROM cteSequencing
但必须根据之前记录的fValueAjusted计算一条记录的fValueAjusted。它会是这样的:
SELECT
iUnity,Cluster,fValueOriginal
,(
lag(fValueAjusted,1,fValueOriginal) OVER (PARTITION BY Cluster ORDER BY iSequence)
+ fValueOriginal
) / 2 as fValueAjusted
FROM cteSequencing
当然fValueAjusted在执行时不可用。 LAG()必须递归,计算记录的列,然后提供此列以供下一条记录使用。
答案 0 :(得分:4)
更新:原始答案不正确
这是正确的:
代码使用递归CTE
CREATE TABLE #example (
iUnity int NOT NULL,
Cluster char(2) NOT NULL,
fValue float NOT NULL
)
INSERT INTO #example
VALUES
( 15, 'A1', 150 ),
( 16, 'A1', 170 ),
( 17, 'A1', 190 ),
( 18, 'A1', 210 ),
( 21, 'B2', 210 ),
( 23, 'B2', 230 ),
( 71, 'C3', 710 )
WITH cteSequencing AS (
-- Get Values Order
SELECT iUnity, Cluster, fValue, fValue AS fValueAjusted,
ROW_NUMBER() OVER (PARTITION BY Cluster ORDER BY fValue) AS iSequence
FROM #example
),
Recursion AS(
-- Anchor - the first value in clusters
SELECT iUnity, Cluster, fValue, fValueAjusted, iSequence
FROM cteSequencing
WHERE iSequence = 1
UNION ALL
-- Calculate next value based on the previous
SELECT b.iUnity As iUnity, b.Cluster, b.fValue,
( a.fValueAjusted + b.fValue ) / 2 AS fValueAjusted,
b.iSequence
FROM Recursion AS a
INNER JOIN cteSequencing AS b ON a.iSequence + 1 = b.iSequence AND a.Cluster = b.Cluster
)
SELECT * FROM Recursion ORDER BY Cluster, fValue
-- Manually check results
SELECT ( 150 + 170 ) / 2
SELECT ( 190 + 160 ) / 2
SELECT ( 190 + 170 ) / 2
输出:
iUnity Cluster fValue fValueAjusted iSequence
----------- ------- ---------------------- ---------------------- --------------------
15 A1 150 150 1
16 A1 170 160 2
17 A1 190 175 3
18 A1 210 192.5 4
21 B2 210 210 1
23 B2 230 220 2
71 C3 710 710 1