Sql 2012 - Pivot And Unpivot
I have summarised data in a table which is similar to this: Customer Year Month No_trans spend points 1 2015 1 30 400 10 1 2015 2 20 150 5
Solution 1:
You could use dynamic SQL to transpose table:
DECLARE@cols NVARCHAR(MAX) =
STUFF((SELECTDISTINCT','+ QUOTENAME(CONCAT([Year], '_', [Month]))
FROM #tab
FOR XML PATH(''), TYPE
).value('.', 'NVARCHAR(MAX)')
, 1, 1, '');
DECLARE@query NVARCHAR(MAX) =
FORMATMESSAGE(
N'SELECT col_name, customer, %s
FROM (SELECT [year_month] = CONCAT([Year], ''_'', [Month]),
Customer, No_Trans, spend, points
FROM #tab) AS sub
UNPIVOT
(
val FOR col_name IN (No_trans, spend, points)
) AS unpvt
PIVOT
(
MAX(val) FOR [year_month] IN (%s)
) AS pvt
ORDER BY customer, col_name;', @cols, @cols);
EXEC [dbo].[sp_executesql] @query;
Output:
╔══════════╦══════════╦════════╦════════╦════════╗
║ col ║ customer ║ 2015_1 ║ 2015_2 ║ 2015_3 ║
╠══════════╬══════════╬════════╬════════╬════════╣
║ No_Trans ║ 1 ║ 30 ║ 20 ║ 10 ║
║ points ║ 1 ║ 10 ║ 5 ║ 15 ║
║ spend ║ 1 ║ 400 ║ 150 ║ 500 ║
║ No_Trans ║ 2 ║ 5 ║ ║ ║
║ points ║ 2 ║ 7 ║ ║ ║
║ spend ║ 2 ║ 100 ║ ║ ║
╚══════════╩══════════╩════════╩════════╩════════╝
If you want zeros at missing position you could use ISNULL/COALESCE. Be aware that not every datatatype could be replaced by 0 (int)
EDIT:
FORMATMESSAGE is fancy way to replace %s with string. It could be easily changed by simple REPLACE:
DECLARE@query NVARCHAR(MAX) =
N'SELECT col1, col2, <placeholder>
FROM ...
...
PIVOT( MAX(col) IN col2 IN (<placeholder>)
...';
SET@query= REPLACE(@query, '<placeholder', @cols);
-- for debug
PRINT @query;
How it works:
- Generate
[year_month]column in subquery UNPIVOTdata (columns to row)PIVOTresult (rows to columns)- Wrap it with dynamic-SQL to allow generate columns without knowing
[year_month]in advance.
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