I have a problem creating a SQL Server query.
In summary, the query should get columns that are sum and count, grouped by customerID
, and another column that is a case when by a column that is not used as a grouper column.
My problem is to group only part of the syntax, while the case when column does not need to be grouped.
A sample data, Test:
customerID, 1,2,3,4...
InvoiceID, 1234551, 1234552...
ProductID, A, B, C...
Date, Datetime
Income, int
customerID | InvoiceID | ProductID | Date | Income |
---|---|---|---|---|
1 | 1234551 | A | 01/01/2015 | 300 |
2 | 1234552 | B | 02/01/2016 | 300 |
I have a solution, but I am sure there is a more simple solution.
SELECT DISTINCT
Test.CustomerId,
ISNULL(TBL.Income_2015, 0) AS Income_2015,
ISNULL(TBL_2.Income_2016, 0) AS Income_2016,
CASE
WHEN Test.ProductID = 'A'
THEN 'TRUE'
ELSE 'FALSE'
END AS 'purchase_product_A',
TBL_3.Invoices
FROM
Test
LEFT OUTER JOIN
(SELECT CustomerId, SUM(Income) AS Income_2015
FROM Test
WHERE YEAR(Date) = 2015
GROUP BY CustomerId) TBL ON Test.customerID = TBL.customerID
LEFT OUTER JOIN
(SELECT CustomerId, SUM(Income) AS Income_2016
FROM Test
WHERE YEAR(Date) = 2016
GROUP BY CustomerId) TBL_2 ON Test.customerID = TBL_2.customerID
LEFT OUTER JOIN
(SELECT CustomerId, COUNT(InvoiceID) AS Invoices
FROM Test
GROUP BY CustomerId) TBL_3 ON Test.customerID = TBL_3.customerID
To produce:
customerID, 1,2,3...
Income_2015, int
Income_2016, int
Invoices, int
Purchase_product_A, boolean
customerID | Income_2015 | Income_2016 | Invoices | Purchase_product_A |
---|---|---|---|---|
1 | 300 | 300 | 2 | TRUE |
10 | 0 | 400 | 1 | FALSE |
Thanks! Nir
CodePudding user response:
You may use conditional aggregation with a single pass query:
SELECT
CustomerId,
SUM(CASE WHEN YEAR(Date) = 2015 THEN Income ELSE 0 END) AS Income_2015,
SUM(CASE WHEN YEAR(Date) = 2016 THEN Income ELSE 0 END) AS Income_2016,
COUNT(InvoiceID) AS Invoices,
CASE WHEN COUNT(CASE WHEN ProductID = 'A' THEN 1 END) > 0
THEN 'TRUE' ELSE 'FALSE' END AS [Purchase_product_A]
FROM Test
GROUP BY
CustomerId;