How to Achieve Dynamic Pivoting of Tabular Data in T-SQL?
Jan 14, 2025 pm 08:20 PMDynamic Pivot in T-SQL
Converting tabular data into a more concise format is critical for data analysis and report generation. One commonly used technique is pivoting, which involves converting rows into columns. In this example, our goal is to pivot data from a table with a structure similar to:
ItemID | ColumnName | Value |
---|---|---|
1 | name | Peter |
1 | phone | 12345678 |
1 | [email protected] | |
2 | name | John |
2 | phone | 87654321 |
2 | [email protected] | |
3 | name | Sarah |
3 | phone | 55667788 |
3 | [email protected] |
Convert to a more user-friendly structure:
ItemID | name | phone | |
---|---|---|---|
1 | Peter | 12345678 | [email protected] |
2 | John | 87654321 | [email protected] |
3 | Sarah | 55667788 | [email protected] |
To achieve this in T-SQL using dynamic pivots, follow these steps:
-
Create a dynamic column list:
DECLARE @cols NVARCHAR(2000) SELECT @cols = STUFF(( SELECT DISTINCT TOP 100 PERCENT '],[' + t.ColumnName FROM #Table AS t FOR XML PATH('') ), 1, 2, '') + ']'
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Build a dynamic query:
DECLARE @query NVARCHAR(4000) SET @query = N'SELECT ID,'+ @cols +' FROM (SELECT t1.ID,t1.ColumnName , t1.Value FROM #Table AS t1) p PIVOT (MAX([Value]) FOR ColumnName IN ( '+ @cols +' )) AS pvt;'
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Execute query:
EXECUTE(@query)
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The generated query will dynamically pivot the data, creating a more compact and easy-to-read table structure.
This approach provides a flexible mechanism for pivoting data, especially if column names are dynamic or may change. It allows efficient and automated data transformation, making it a powerful tool for a variety of data analysis and reporting applications.
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