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pivot and cascade null columns

I have a table that holds values for particular months:

| MFG |       DATE | FACTOR |
-----------------------------
|   1 | 2013-01-01 |      1 |
|   2 | 2013-01-01 |    0.8 |
|   2 | 2013-02-01 |      1 |
|   2 | 2013-12-01 |   1.55 |
|   3 | 2013-01-01 |      1 |
|   3 | 2013-04-01 |    1.3 |
|   3 | 2013-05-01 |    1.2 |
|   3 | 2013-06-01 |    1.1 |
|   3 | 2013-07-01 |      1 |
|   4 | 2013-01-01 |    0.9 |
|   4 | 2013-02-01 |      1 |
|   4 | 2013-12-01 |    1.8 |
|   5 | 2013-01-01 |    1.4 |
|   5 | 2013-02-01 |      1 |
|   5 | 2013-10-01 |    1.3 |
|   5 | 2013-11-01 |    1.2 |
|   5 | 2013-12-01 |    1.5 |

What I would like to do is pivot these using a calendar table (already defined):

And finally, cascade the NULL columns to use the previous value.

What I've got so far is a query that will populate the NULLs with the last value for mfg = 3. Each mfg will always have a value for the first of the year. My question is; how do I pivot this and extend to all mfg?

SELECT c.[date], 
       f.[factor], 
       Isnull(f.[factor], (SELECT TOP 1 factor 
                           FROM   factors 
                           WHERE  [date] < c.[date] 
                                  AND [factor] IS NOT NULL 
                                  AND mfg = 3 
                           ORDER  BY [date] DESC)) AS xFactor 
FROM   (SELECT [date] 
        FROM   calendar 
        WHERE  Datepart(yy, [date]) = 2013 
               AND Datepart(d, [date]) = 1) c 
       LEFT JOIN (SELECT [date], 
                         [factor] 
                  FROM   factors 
                  WHERE  mfg = 3) f 
              ON f.[date] = c.[date] 

Result

|       DATE | FACTOR | XFACTOR |
---------------------------------
| 2013-01-01 |      1 |       1 |
| 2013-02-01 | (null) |       1 |
| 2013-03-01 | (null) |       1 |
| 2013-04-01 |    1.3 |     1.3 |
| 2013-05-01 |    1.2 |     1.2 |
| 2013-06-01 |    1.1 |     1.1 |
| 2013-07-01 |      1 |       1 |
| 2013-08-01 | (null) |       1 |
| 2013-09-01 | (null) |       1 |
| 2013-10-01 | (null) |       1 |
| 2013-11-01 | (null) |       1 |
| 2013-12-01 | (null) |       1 |

SQL Fiddle

like image 511
Kermit Avatar asked Feb 12 '13 17:02

Kermit


1 Answers

Don't know if you need the dates to be dynamic from the calender table or if mfg can be more than 5 but this should give you some ideas.

select *
from (
      select c.date,
             t.mfg,
             (
             select top 1 f.factor 
             from factors as f
             where f.date <= c.date and
                   f.mfg = t.mfg and
                   f.factor is not null
             order by f.date desc
             ) as factor      
      from calendar as c
        cross apply(values(1),(2),(3),(4),(5)) as t(mfg)
     ) as t
pivot (
      max(t.factor) for t.date in ([20130101], [20130201], [20130301], 
                                   [20130401], [20130501], [20130601], 
                                   [20130701], [20130801], [20130901], 
                                   [20131001], [20131101], [20131201])
      ) as P

SQL Fiddle

like image 74
Mikael Eriksson Avatar answered Nov 15 '22 09:11

Mikael Eriksson