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Find Specific Value Within Groups

Posted on 2014-01-31
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Last Modified: 2014-01-31
I need to find a specific value based on two different values in a table.

The table is a date dimension within an Analysis cube; I am attempting to find the last month within each quarter.  Here is some sample data:

MonthNumberOfYear  BillingQuarter  CalendarSemester
1                  1               1
2                  1               1
12                 1               2
3                  2               1
4                  2               1
5                  2               1
6                  3               1
7                  3               2
8                  3               2
9                  4               2
10                 4               2
11                 4               2

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The issue lies with the fact that December (MonthNumberOfYear) is equal to 12; trying to do a MAX() on the MonthNumberOfYear and including the BillingQuarter implies that December is the last month, when in reality, February (2) is the last month.

My thought was to find both the MIN(CalendarSemester) and then MAX(MonthNumberOfYear), but am having issues making this work correctly.

What I need in the end is:

MonthNumberOfYear  BillingQuarter
2                  1
5                  2
8                  3
11                 4

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Any and all help would be greatly appreciated.  Please let me know if there are any questions.

I'm using SQL 2008 R2.
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Question by:Donovan Moore
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6 Comments
 
LVL 60

Expert Comment

by:Kevin Cross
ID: 39825008
In T-SQL, one simple way to get the results you have is to GROUP BY BillingQuarter, then SELECT MAX(MonthNumberOfYear).

SELECT MonthNumberOfYear = MAX(MonthNumberOfYear)
     , BillingQuarter
FROM your_table
GROUP BY BillingQuarter
;

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0
 

Author Comment

by:Donovan Moore
ID: 39825067
Thanks - but the issue is that December becomes the last month in the quarter, but the way the billing is setup as a December through February quarter.  So, February is the last month in the quarter.  This is why I included using the CalendarSemester as an additional field; finding the minimum CalendarSemester value within the BillingQuarter group would theoretically find February as the maximum MonthNumberOfYear where CalendarYear is equal to '1'.
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LVL 60

Expert Comment

by:Kevin Cross
ID: 39825087
Yes, sorry.  I read that and then thought I was over-complicating it.
Okay, you can do this in a couple steps, I will post an example shortly.
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Author Comment

by:Donovan Moore
ID: 39825107
Thanks!
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LVL 60

Accepted Solution

by:
Kevin Cross earned 2000 total points
ID: 39825150
One way is to use similar GROUP BY statement, but add a filter to make sure that you always get the row with the lowest CalendarSemester by BillingQuarter.
SELECT MonthNumberOfYear = MAX(MonthNumberOfYear)
     , BillingQuarter
FROM your_table a
WHERE NOT EXISTS (
    SELECT 1
    FROM your_table b
    WHERE b.BillingQuarter = a.BillingQuarter
    AND b.CalendarSemester < a.CalendarSemester
)
GROUP BY BillingQuarter
;

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Another approach uses windowing function to rank records based on the CalendarSemester and MonthNumberOfYear.  With the correct ORDER BY, the latest month for each BillingQuarter becomes RN = 1.
SELECT MonthNumberOfYear, BillingQuarter, CalendarSemester
FROM (
    SELECT MonthNumberOfYear, BillingQuarter, CalendarSemester
         , RN = ROW_NUMBER() 
             OVER(PARTITION BY BillingQuarter
                  ORDER BY CalendarSemester, MonthNumberOfYear DESC)
    FROM your_table
) derived
WHERE RN = 1
;

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There likely are many other ways, but I hope these help.
0
 

Author Closing Comment

by:Donovan Moore
ID: 39825182
Both excellent examples.  I really appreciate the help!
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