运行 T-SQL 中的乘法

Running Multiplication in T-SQL

GTS Table

CCP months   QUART   YEARS  GTS
----  ------  -----    ----- ---
CCP1    1       1   2015    5
CCP1    2       1   2015    6
CCP1    3       1   2015    7
CCP1    4       2   2015    4
CCP1    5       2   2015    2
CCP1    6       2   2015    2
CCP1    7       3   2015    3
CCP1    8       3   2015    2
CCP1    9       3   2015    1
CCP1    10      4   2015    2
CCP1    11      4   2015    3
CCP1    12      4   2015    4
CCP1     1      1   2016    8
CCP1     2      1   2016    1
CCP1     3      1   2016    3   

基线table

CCP BASELINE   YEARS    QUART
----  --------   -----  -----
CCP1    5       2015    1

预期结果

CCP months  QUART    YEARS  GTS   result
----  ------  -----    ----- ---   ------

CCP1    1       1   2015    5     25   -- 5 * 5 (here 5 is the baseline)
CCP1    2       1   2015    6     30   -- 6 * 5 (here 5 is the baseline)
CCP1    3       1   2015    7     35   -- 7 * 5 (here 5 is the baseline)
CCP1    4       2   2015    4     360  -- 90 * 4(25+30+35 = 90 is the basline)
CCP1    5       2   2015    2     180  -- 90 * 2(25+30+35 = 90 is the basline)
CCP1    6       2   2015    2     180  -- 90 * 2(25+30+35 = 90 is the basline)
CCP1    7       3   2015    3     2160.00  -- 720.00 * 3(360+180+180 = 720)
CCP1    8       3   2015    2     1440.00  --   720.00 * 2(360+180+180 = 720)
CCP1    9       3   2015    1     720.00   --   720.00 * 1(360+180+180 = 720)
CCP1    10      4   2015    2     8640.00  --   4320.00
CCP1    11      4   2015    3     12960.00 --   4320.00
CCP1    12      4   2015    4     17280.00 --   4320.00
CCP1     1      1   2016    8     311040.00 --  38880.00
CCP1     2      1   2016    1     77760.00  --  38880.00
CCP1     3      1   2016    3     116640.00 --  38880.00

SQLFIDDLE

解释

基线 table 每个 CCP 都有一个基线值。

基准值应应用于每个 CCP 的第一季度,对于下一个季度,上一季度的总和值将作为基准值。

这是 Sql Server 2008

中的有效查询
;WITH CTE AS
(   SELECT  b.CCP,
            Baseline = CAST(b.Baseline AS DECIMAL(15,2)),
            b.Years,
            b.Quart,
            g.Months,
            g.GTS,
            Result = CAST(b.Baseline * g.GTS AS DECIMAL(15,2)),
            NextBaseline = SUM(CAST(b.Baseline * g.GTS AS DECIMAL(15, 2))) OVER(PARTITION BY g.CCP, g.years, g.quart),
            RowNumber = ROW_NUMBER() OVER(PARTITION BY g.CCP, g.years, g.quart ORDER BY g.Months)
    FROM    #GTS AS g
            INNER JOIN #Base AS b
                ON B.CCP = g.CCP
               AND b.QUART = g.QUART
               AND b.YEARS = g.YEARS
    UNION ALL
    SELECT  b.CCP,
            CAST(b.NextBaseline AS DECIMAL(15, 2)),
            b.Years,
            b.Quart + 1,
            g.Months,
            g.GTS,
            Result = CAST(b.NextBaseline * g.GTS AS DECIMAL(15,2)),
            NextBaseline = SUM(CAST(b.NextBaseline * g.GTS AS DECIMAL(15, 2))) OVER(PARTITION BY g.CCP, g.years, g.quart),
            RowNumber = ROW_NUMBER() OVER(PARTITION BY g.CCP, g.years, g.quart ORDER BY g.Months)
    FROM    #GTS AS g
            INNER JOIN CTE AS b
                ON B.CCP = g.CCP
               AND b.Quart + 1 = g.QUART
               AND b.YEARS = g.YEARS
               AND b.RowNumber = 1
)
SELECT  CCP, Months, Quart, Years, GTS, Result, Baseline
FROM    CTE;

更新:

工作一年多

;WITH order_cte
     AS (SELECT Dense_rank() OVER(partition BY ccp ORDER BY years, quart) d_rn,*
         FROM   #gts),
     CTE
     AS (SELECT b.CCP,
                Baseline = Cast(b.Baseline AS DECIMAL(15, 2)),
                g.Years,
                g.Quart,
                g.Months,
                g.GTS,
                d_rn,
                Result = Cast(b.Baseline * g.GTS AS DECIMAL(15, 2)),
                NextBaseline = Sum(Cast(b.Baseline * g.GTS AS DECIMAL(15, 2)))
                                 OVER(
                                   PARTITION BY g.CCP, g.years, g.quart),
                RowNumber = Row_number()
                              OVER(
                                PARTITION BY g.CCP, g.years, g.quart
                                ORDER BY g.Months)
         FROM   order_cte AS g
                INNER JOIN #Baseline AS b
                        ON B.CCP = g.CCP
                           AND b.QUART = g.QUART
                           AND b.YEARS = g.YEARS
         UNION ALL
         SELECT b.CCP,
                Cast(b.NextBaseline AS DECIMAL(15, 2)),
                g.Years,
                g.Quart,
                g.Months,
                g.GTS,
                g.d_rn,
                Result = Cast(b.NextBaseline * g.GTS AS DECIMAL(15, 2)),
                NextBaseline = Sum(Cast(b.NextBaseline * g.GTS AS DECIMAL(15, 2)))
                                 OVER(
                                   PARTITION BY g.CCP, g.years, g.quart),
                RowNumber = Row_number()
                              OVER(
                                PARTITION BY g.CCP, g.years, g.quart
                                ORDER BY g.Months)
         FROM   order_cte AS g
                INNER JOIN CTE AS b
                        ON B.CCP = g.CCP
                           AND b.d_rn + 1 = g.d_rn
                           AND b.RowNumber = 1)
SELECT CCP,
       Months,
       Quart,
       Years,
       GTS,
       Result,
       Baseline
FROM   CTE; 

现在正在 Sql Server 2012+ 中寻找解决方案,它将利用 SUM OVER(ORDER BY) 功能或任何更好的方法

试过这样的东西

EXP(SUM(LOG(Baseline * GTS)) OVER (PARTITION BY CCP ORDER BY Years,Quart ROWS UNBOUNDED PRECEDING))

但是没有锻炼

没有 CTE。我建议可能以实际日期格式处理月份和年份。我可能会更容易管理 2015 年与 2016 年的过渡成为一个简单的 DATEADD(MM,-1,dateCol) 而不是弄清楚何时减去或增加一年。我没有在此解决方案中实施,但如果您需要,可以提供帮助。如果你有一个大数据集,它可能会导致一个非常有效的索引策略来加速查询。我相信也可以用 LAG 来实现它。

create table #tmp_BASELINE (
CCP char(4),
BASELINE numeric(22,6),
YEARS int ,
QUART int)

create table #tmp_gts (
CCP char(4),
months int,
QUART int,
YEARS int,
GTS numeric(22,6)
)

insert into #tmp_BASELINE
SELECT 'CCP1' AS CCP,10 AS BASELINE, 2015 AS YEARS,1 AS QUART 



insert into #tmp_gts
SELECT 'CCP1' AS CCP,1 AS  months,1 AS QUART ,2015 AS YEARS, 50 AS GTS  UNION
SELECT 'CCP1' AS CCP,2 AS  months,1 AS QUART ,2015 AS YEARS, 52 AS GTS  UNION
SELECT 'CCP1' AS CCP,3 AS  months,1 AS QUART ,2015 AS YEARS, 57 AS GTS  UNION
SELECT 'CCP1' AS CCP,4 AS  months,2 AS QUART ,2015 AS YEARS, 59 AS GTS  UNION
SELECT 'CCP1' AS CCP,5 AS  months,2 AS QUART ,2015 AS YEARS, 61 AS GTS  UNION
SELECT 'CCP1' AS CCP,6 AS  months,2 AS QUART ,2015 AS YEARS, 65 AS GTS  UNION
SELECT 'CCP1' AS CCP,7 AS  months,3 AS QUART ,2015 AS YEARS, 69 AS GTS  UNION
SELECT 'CCP1' AS CCP,8 AS  months,3 AS QUART ,2015 AS YEARS, 73 AS GTS  UNION
SELECT 'CCP1' AS CCP,9 AS  months,3 AS QUART ,2015 AS YEARS, 78 AS GTS  UNION
SELECT 'CCP1' AS CCP,10 AS  months,4 AS QUART ,2015 AS YEARS, 84 AS GTS  UNION
SELECT 'CCP1' AS CCP,11 AS months,4 AS QUART ,2015 AS YEARS, 90 AS GTS  UNION
SELECT 'CCP1' AS CCP,12 AS months,4 AS QUART ,2015 AS YEARS, 95 AS GTS 

SELECT * FROM #tmp_BASELINE

SELECT CCP,
Months,
QUART,
YEARS,
GTS,
SUM(GTS) OVER (PARTITION BY QUART) as QTRGTS,
COALESCE((SELECT DISTINCT SUM(PGT.GTS) OVER (PARTITION BY QUART) FROM #tmp_gts as PGT WHERE GTS.YEARS = PGT.YEARS AND PGT.QUART = GTS.QUART-1),(SELECT TOP 1 BaseLine FROM #tmp_BASELINE)) as Modifier,
GTS * COALESCE((SELECT DISTINCT SUM(PGT.GTS) OVER (PARTITION BY QUART) FROM #tmp_gts as PGT WHERE GTS.YEARS = PGT.YEARS AND PGT.QUART = GTS.QUART-1),(SELECT TOP 1 BaseLine FROM #tmp_BASELINE)) as GTSxModifier
FROM #tmp_gts as GTS

我不确定问题是如何在 2012 年执行 over() 逻辑或执行递归 cte,还是仅在 2012 年计算而不使用递归 cte。

看起来您正在尝试创建 PRODUCT() 等效聚合。但正如我在评论中所说

The function 'Exp' is not a valid windowing function, and cannot be used with the OVER clause.

所以我做了我的版本,没有递归 cte 作为我的答案。我在具有不同基线

的样本数据上增加了一年
  • 计算每个 Quart
  • 的总数 gts
  • 首先获取基线Quart
  • 计算另一个 Quart 做虚拟 PRODUCT() 聚合的基线

SQL Fiddle Demo

WITH gtsTotal as (
    SELECT [CCP], [Year], [QUART], SUM([GTS]) as sumGts
    FROM gts
    GROUP BY [CCP], [Year], [QUART]
), 
newBase as (
    SELECT g.[CCP],  g.[YEAR],  b.[BASELINE], 1 as sQuart, b.[BASELINE] as [TotalBase]
    FROM gtsTotal g
    INNER JOIN baseline b
       on g.[Year] = b.[YEARS]          
      and g.[CCP] = b.[CCP]
    WHERE g.[QUART] <= 1
    UNION ALL
    SELECT g.[CCP],  g.[YEAR],  b.[BASELINE], MAX(g.[QUART]) + 1 as sQuart, (Exp(Sum(Log(sumGts))) * b.[BASELINE]) as [TotalBase]
    FROM gtsTotal g
    INNER JOIN baseline b
       on g.[Year] = b.[YEARS]          
      and g.[CCP] = b.[CCP]        
    WHERE g.[QUART] <= 1
    GROUP BY g.[CCP],  g.[YEAR], b.[BASELINE]
            UNION ALL
    SELECT g.[CCP],  g.[YEAR],  b.[BASELINE], MAX(g.[QUART]) + 1 as sQuart, (Exp(Sum(Log(sumGts))) * b.[BASELINE]) as [TotalBase]
    FROM gtsTotal g
    INNER JOIN baseline b
       on g.[Year] = b.[YEARS]          
      and g.[CCP] = b.[CCP]        
    WHERE g.[QUART] <= 2
    GROUP BY g.[CCP],  g.[YEAR], b.[BASELINE]
            UNION ALL
    SELECT g.[CCP],  g.[YEAR],  b.[BASELINE], MAX(g.[QUART]) + 1 as sQuart, (Exp(Sum(Log(sumGts))) * b.[BASELINE]) as [TotalBase]
    FROM gtsTotal g
    INNER JOIN baseline b
       on g.[Year] = b.[YEARS]          
      and g.[CCP] = b.[CCP]        
    WHERE g.[QUART] <= 3
    GROUP BY g.[CCP],  g.[YEAR], b.[BASELINE]
)
SELECT g.CCP, g.months, g.QUART, g.Year, CEILING(g.GTS * n.TotalBase)
FROM newBase n
INNER JOIN gts g
   ON n.CCP = g.CCP
  AND n.[Year] = g.[Year]
  AND n.[sQuart] = g.[QUART]
order by g.[Year], n.sQuart

输出

|  CCP | months | QUART | Year | Result|
|------|--------|-------|------|-------|
| CCP1 |      1 |     1 | 2015 |    25 |
| CCP1 |      2 |     1 | 2015 |    30 |
| CCP1 |      3 |     1 | 2015 |    35 |
| CCP1 |      4 |     2 | 2015 |   360 |
| CCP1 |      5 |     2 | 2015 |   180 |
| CCP1 |      6 |     2 | 2015 |   180 |
| CCP1 |      7 |     3 | 2015 |  2160 |
| CCP1 |      8 |     3 | 2015 |  1440 |
| CCP1 |      9 |     3 | 2015 |   720 |
| CCP1 |     10 |     4 | 2015 |  8640 |
| CCP1 |     11 |     4 | 2015 | 12960 |
| CCP1 |     12 |     4 | 2015 | 17280 |

另一种选择是使用 stacked/cascaded CTE:

;WITH CteFirstQtr AS(
    SELECT g.*, 
        result = b.BASELINE * g.GTS
    FROM gts g
    INNER JOIN BASELINE b
        ON b.CCP = g.CCP
        AND b.YEARS = g.YEARS
        AND b.QUART = g.QUART
),
CteSecondQtr AS(
    SELECT g.*,
        result = t.result * g.gts
    FROM gts g
    CROSS APPLY(
        SELECT SUM(result)
        FROM CteFirstQtr
        WHERE
            CCP = g.CCP
            AND Years = g.Years
            AND QUART = 1
    )t(result)
    WHERE g.QUART = 2
),
CteThirdQtr AS(
    SELECT g.*,
        result = t.result * g.gts
    FROM gts g
    CROSS APPLY(
        SELECT SUM(result)
        FROM CteSecondQtr
        WHERE
            CCP = g.CCP
            AND Years = g.Years
            AND QUART = 2
    )t(result)
    WHERE g.QUART = 3
),
CteFourthQtr AS(
    SELECT g.*,
        result = t.result * g.gts
    FROM gts g
    CROSS APPLY(
        SELECT SUM(result)
        FROM CteThirdQtr
        WHERE
            CCP = g.CCP
            AND Years = g.Years
            AND QUART = 3
    )t(result)
    WHERE g.QUART = 4
)
SELECT *  FROM CteFirstQtr UNION ALL
SELECT *  FROM CteSecondQtr UNION ALL
SELECT *  FROM CteThirdQtr UNION ALL
SELECT *  FROM CteFourthQtr

以下解决方案假设每个季度始终有 3 行(只有最后一个季度可能是部分行),单个 SELECT,没有递归 :-)

WITH sumQuart AS
 (
   SELECT *,
      CASE
        WHEN ROW_NUMBER() -- for the 1st month in a quarter
             OVER (PARTITION BY CCP, Years, Quart
                   ORDER BY months) = 1
                  -- return the sum of all GTS of this quarter
        THEN SUM(GTS) OVER (PARTITION BY CCP, Years, Quart)
        ELSE NULL -- other months
      END AS sumGTS
   FROM gts
 )
,cte AS
 (
   SELECT 
      sq.*,
      COALESCE(b.Baseline, -- 1st quarter
               -- product of all previous quarters
               CASE
                 WHEN MIN(ABS(sumGTS)) -- any zeros?
                      OVER (PARTITION BY sq.CCP ORDER BY sq.Years, sq.Quart, sq.Months 
                            ROWS BETWEEN UNBOUNDED PRECEDING AND 3 PRECEDING) = 0 
                   THEN 0  
                 ELSE -- product
                      EXP(SUM(LOG(NULLIF(ABS(COALESCE(b.Baseline,1) * sumGTS),0)))
                          OVER (PARTITION BY sq.CCP ORDER BY sq.Years, sq.Quart, sq.Months 
                                ROWS BETWEEN UNBOUNDED PRECEDING AND 3 PRECEDING)) -- product
                      -- odd number of negative values -> negative result
                    * CASE WHEN COUNT(CASE WHEN sumGTS < 0 THEN 1 END) 
                                OVER (PARTITION BY sq.CCP ORDER BY sq.Years, sq.Quart, sq.Months 
                                      ROWS BETWEEN UNBOUNDED PRECEDING AND 3 PRECEDING) % 2 = 0 THEN 1 ELSE -1 END
               END) AS newBaseline
   FROM sumQuart AS sq
   LEFT JOIN BASELINE AS b
          ON B.CCP = sq.CCP
          AND b.Quart = sq.Quart
          AND b.Years = sq.Years
 )
SELECT 
   CCP, months, Quart, Years, GTS,
   round(newBaseline * GTS,2),
   round(newBaseline,2)
FROM cte

Fiddle

编辑: 添加了处理值 <= 0 Fiddle

的逻辑

没有递归,没有循环。

DECLARE @BASELINE TABLE(CCP char(4),    BASELINE numeric(22,6),  YEARS  int ,QUART int)
DECLARE @gts TABLE (CCP char(4),months int,QUART int,YEARS int,GTS numeric(22,6))

insert into @baseline
    SELECT 'CCP1' AS CCP,5 AS BASELINE, 2015 AS YEARS,1 AS QUART 

insert into @gts (CCP,months,QUART,YEARS,GTS)
    SELECT 'CCP1' AS CCP,1 AS  months,1 AS QUART ,2015 AS YEARS,  5 AS GTS  UNION
    SELECT 'CCP1' AS CCP,2 AS  months,1 AS QUART ,2015 AS YEARS,  6 AS GTS  UNION
    SELECT 'CCP1' AS CCP,3 AS  months,1 AS QUART ,2015 AS YEARS,  7 AS GTS  UNION
    SELECT 'CCP1' AS CCP,4 AS  months,2 AS QUART ,2015 AS YEARS,  4 AS GTS  UNION
    SELECT 'CCP1' AS CCP,5 AS  months,2 AS QUART ,2015 AS YEARS,  2 AS GTS  UNION
    SELECT 'CCP1' AS CCP,6 AS  months,2 AS QUART ,2015 AS YEARS,  2 AS GTS  UNION
    SELECT 'CCP1' AS CCP,7 AS  months,3 AS QUART ,2015 AS YEARS,  3 AS GTS  UNION
    SELECT 'CCP1' AS CCP,8 AS  months,3 AS QUART ,2015 AS YEARS,  2 AS GTS  UNION
    SELECT 'CCP1' AS CCP,9 AS  months,3 AS QUART ,2015 AS YEARS,  1 AS GTS  UNION
    SELECT 'CCP1' AS CCP,10 AS  months,4 AS QUART ,2015 AS YEARS, 2  AS GTS  UNION
    SELECT 'CCP1' AS CCP,11 AS months,4 AS QUART ,2015 AS YEARS,  3 AS GTS  UNION
    SELECT 'CCP1' AS CCP,12 AS months,4 AS QUART ,2015 AS YEARS,  4 AS GTS 



DECLARE @Summary TABLE (CCP char(4),[DATE] DATE,SumGTS numeric(22,6),AllPriorGTS numeric(22,6),[Multiplier] numeric(22,6))
INSERT INTO @Summary(CCP,[DATE],SumGTS)
    SELECT
            CCP,DATEADD(MONTH,(QUART-1)*3,DATEADD(YEAR,YEARS-2000,'01/01/2000')) [DATE]
        ,   SUM(GTS) [SumGTS]
    FROM @gts
    GROUP BY CCP,DATEADD(MONTH,(QUART-1)*3,DATEADD(YEAR,YEARS-2000,'01/01/2000'))

UPDATE s
SET AllPriorGTS=
    (
        SELECT EXP(SUM(LOG(s1.SumGTS)))
        FROM @Summary s1
        WHERE s1.[Date]<s.[DATE]
    )
from @Summary s

UPDATE s
SET [Multiplier]=SumGTS*ISNULL(AllPriorGTS,1) * bl.BASELINE
from @Summary s
INNER JOIN @baseline bl ON bl.CCP = s.CCP


SELECT
    g.*,g.GTS*ISNULL(s.[Multiplier],bl.BASELINE) [RESULTS]
FROM @gts g
LEFT JOIN @Summary s ON DATEADD(MONTH,3,s.DATE)=DATEADD(MONTH,(g.QUART-1)*3,DATEADD(YEAR,g.YEARS-2000,'01/01/2000'))
LEFT JOIN @baseline bl ON bl.CCP = g.CCP

另一种方法使用 EXP(SUM(LOG())) 技巧,并且只有 window 函数用于 运行 总数(没有递归 CTE 或游标)。

dbfiddle.uk 测试:

WITH 
  ct AS
  ( SELECT  
        ccp, years, quart, 
        q2 = round(exp(coalesce(sum(log(sum(gts))) 
                                OVER (PARTITION BY ccp 
                                      ORDER BY years, quart 
                                      ROWS BETWEEN UNBOUNDED PRECEDING 
                                               AND 1 PRECEDING)
                               , 0))
                  , 2)     -- round appropriately to your requirements
    FROM gts 
    GROUP BY ccp, years, quart
  )
SELECT  
    g.*, 
    result = g.gts * b.baseline * ct.q2,
    baseline = b.baseline * ct.q2
FROM ct 
  JOIN gts AS g
    ON  ct.ccp   = g.ccp
    AND ct.years = g.years 
    AND ct.quart = g.quart 
  CROSS APPLY
        ( SELECT TOP (1) b.baseline
          FROM baseline AS b
          WHERE b.ccp = ct.ccp
          ORDER BY b.years, b.quart
        ) AS b
  ;

工作原理:

  • CREATE 表和 INSERT 已跳过)

  • 1,让我们按 ccp、年份和夸脱分组并计算总和:

    select 
        ccp, years, quart,
        q1 = sum(gts)
    from gts 
    group by ccp, years, quart ;
GO
ccp  | years | quart | q1       
:--- | ----: | ----: | :--------
CCP1 |  2015 |     1 | 18.000000
CCP1 |  2015 |     2 | 8.000000 
CCP1 |  2015 |     3 | 6.000000 
CCP1 |  2015 |     4 | 9.000000 
CCP1 |  2016 |     1 | 12.000000
  • 2,我们使用 EXP(LOG(SUM()) 技巧来计算这些和的 运行 乘法。我们在 window 中使用 BETWEEEN .. AND -1 PRECEDING 来跳过当前值,因为这些值仅用于下一夸脱的基线。
    四舍五入是为了避免因使用 LOG()EXP() 而导致的不准确。您可以尝试使用 ROUND() 或转换为 NUMERIC:

with 
  ct as
  ( select 
        ccp, years, quart,
        q1 = sum(gts)
    from gts 
    group by ccp, years, quart
  )
select 
    ccp,  years, quart, -- months, gts, q1,
    q2 = round(exp(coalesce(sum(log(q1)) 
                            OVER (PARTITION BY ccp 
                                  ORDER BY Years, Quart 
                                  ROWS BETWEEN UNBOUNDED PRECEDING 
                                           AND 1 PRECEDING),0)),2)
from ct ;
GO
ccp  | years | quart |   q2
:--- | ----: | ----: | ---:
CCP1 |  2015 |     1 |    1
CCP1 |  2015 |     2 |   18
CCP1 |  2015 |     3 |  144
CCP1 |  2015 |     4 |  864
CCP1 |  2016 |     1 | 7776
  • 3,我们将两个查询合并为一个(不需要,它只是使查询更紧凑,你可以有 2 个 CTE)然后加入 gts 所以我们可以将每个值乘以计算的 q2 (这给了我们基线)。
    CROSS APPLY 只是为了获取每个 ccp 的基本基线。
    请注意,我将此略微更改为 numeric(22,6) 而不是四舍五入到小数点后两位。结果与示例相同,但如果数字更大或不是整数,它们可能会有所不同:

with 
  ct as
  ( select 
        ccp, years, quart, 
        q2 = cast(exp(coalesce(sum(log(sum(gts)))
                                OVER (PARTITION BY ccp 
                                      ORDER BY years, quart 
                                      ROWS BETWEEN UNBOUNDED PRECEDING 
                                               AND 1 PRECEDING)
                               , 0.0))
                   as numeric(22,6))           -- round appropriately to your requirements
    from gts 
    group by ccp, years, quart
  )
select 
    g.*, 
    result = g.gts * b.baseline * ct.q2,
    baseline = b.baseline * ct.q2
from ct 
  join gts as g
    on  ct.ccp   = g.ccp
    and ct.years = g.years 
    and ct.quart = g.quart 
  cross apply
        ( select top (1) baseline
          from baseline as b
          where b.ccp = ct.ccp
          order by years, quart
        ) as b
  ;
GO
CCP  | months | QUART | YEARS | GTS      | result        | baseline    
:--- | -----: | ----: | ----: | :------- | :------------ | :-----------
CCP1 |      1 |     1 |  2015 | 5.000000 | 25.000000     | 5.000000    
CCP1 |      2 |     1 |  2015 | 6.000000 | 30.000000     | 5.000000    
CCP1 |      3 |     1 |  2015 | 7.000000 | 35.000000     | 5.000000    
CCP1 |      4 |     2 |  2015 | 4.000000 | 360.000000    | 90.000000   
CCP1 |      5 |     2 |  2015 | 2.000000 | 180.000000    | 90.000000   
CCP1 |      6 |     2 |  2015 | 2.000000 | 180.000000    | 90.000000   
CCP1 |      7 |     3 |  2015 | 3.000000 | 2160.000000   | 720.000000  
CCP1 |      8 |     3 |  2015 | 2.000000 | 1440.000000   | 720.000000  
CCP1 |      9 |     3 |  2015 | 1.000000 | 720.000000    | 720.000000  
CCP1 |     10 |     4 |  2015 | 2.000000 | 8640.000000   | 4320.000000 
CCP1 |     11 |     4 |  2015 | 3.000000 | 12960.000000  | 4320.000000 
CCP1 |     12 |     4 |  2015 | 4.000000 | 17280.000000  | 4320.000000 
CCP1 |      1 |     1 |  2016 | 8.000000 | 311040.000000 | 38880.000000
CCP1 |      2 |     1 |  2016 | 1.000000 | 38880.000000  | 38880.000000
CCP1 |      3 |     1 |  2016 | 3.000000 | 116640.000000 | 38880.000000