I am looking to find the sum of the current the last X Nth Rows. I am able to do this with the following query, however it is not very scalable.
SELECT [id], [amount] LAG([amount],6) OVER(ORDER BY [id]) LAG([amount],12) OVER(ORDER BY [id]) LAG([amount],18) OVER(ORDER BY [id])
If this example, I'm finding the current value of "amount", plus the last 3 "amounts" split 6 apart:
- X = 3
- N = 6
I will be using these within dynamic queries and would prefer not to build such a complex query each time. There could be many "lags" in some of the queries. Is there another way to write this query that would be more scalable?
SOURCE DATA
ID | Amount |
---|---|
1 | 107.35 |
2 | 105.41 |
3 | 104.63 |
4 | 106.7 |
5 | 108.7 |
6 | 110.21 |
7 | 108.8 |
8 | 108.91 |
9 | 108.5 |
10 | 106.66 |
11 | 105.2 |
12 | 106.5 |
13 | 108.27 |
14 | 109.72 |
15 | 111.53 |
16 | 112.8 |
17 | 109.03 |
18 | 115.31 |
19 | 115.56 |
20 | 116.85 |
21 | 116.08 |
22 | 117.61 |
23 | 118.31 |
24 | 119.25 |
25 | 118.45 |
26 | 118.43 |
27 | 120.16 |
28 | 122.5 |
29 | 125.57 |
30 | 125.65 |
EXPECTED RESULTS
ID | SUM OF LAST 4 |
---|---|
1 | NULL |
2 | NULL |
3 | NULL |
4 | NULL |
5 | NULL |
6 | NULL |
7 | NULL |
8 | NULL |
9 | NULL |
10 | NULL |
11 | NULL |
12 | NULL |
13 | NULL |
14 | NULL |
15 | NULL |
16 | NULL |
17 | NULL |
18 | NULL |
19 | 439.98 |
20 | 440.89 |
21 | 440.74 |
22 | 443.77 |
23 | 441.24 |
24 | 451.27 |
25 | 451.08 |
26 | 453.91 |
27 | 456.27 |
28 | 459.57 |
29 | 458.11 |
30 | 466.71 |
CodePudding user response:
At a best guess, it seems like what you want is something like this:
DECLARE @X int = 3,
@N int = 6;
SELECT YT.ID,
YT.Amount,
CASE WHEN ROW_NUMBER() OVER (PARTITION BY G.Grp ORDER BY ID) < @X 1 THEN NULL
ELSE SUM(Amount) OVER (PARTITION BY G.Grp ORDER BY ID
ROWS BETWEEN 3 PRECEDING AND CURRENT ROW)
END
FROM dbo.YourTable YT
CROSS APPLY (VALUES(ID % @N))G(Grp)
ORDER BY YT.ID;
You'll note, however, that the 3
is hardcoded in one place, as you cannot use a variable for the ROWS BETWEEN
clause. If you need to parametrise this, you'll need to use dynamic SQL:
DECLARE @X int = 3,
@N int = 6;
DECLARE @SQL nvarchar(MAX),
@CRLF nchar(2) = NCHAR(13) NCHAR(10);
SET @SQL = CONCAT(N'SELECT YT.ID,', @CRLF,
N' YT.Amount,', @CRLF,
N' CASE WHEN ROW_NUMBER() OVER (PARTITION BY G.Grp ORDER BY ID) < @X 1 THEN NULL', @CRLF,
N' ELSE SUM(Amount) OVER (PARTITION BY G.Grp ORDER BY ID', @CRLF,
N' ROWS BETWEEN ',@X,N' PRECEDING AND CURRENT ROW)', @CRLF, --I don't like injecting raw values, but if @X is an int, it is "safe"
N' END', @CRLF,
N'FROM dbo.YourTable YT', @CRLF,
N' CROSS APPLY (VALUES(ID % @N))G(Grp)', @CRLF,
N'ORDER BY YT.ID;');
PRINT @SQL; --Your best debugging friend
EXEC sys.sp_executesql @SQL, N'@X int, @N int', @X, @N;