I'm using the northwind database to refresh my SQL skills by creating some more or less complex queries. Unfortunately I could not find a solution for my last use case: "Get the sum of the five greatest orders for every category in year 1997."
The tables involved are:
Orders(OrderId, OrderDate)
Order Details(OrderId, ProductId, Quantity, UnitPrice)
Products(ProductId, CategoryId)
Categories(CategoryId, CategoryName)
I have tried the following query
SELECT c.CategoryName, SUM(
(SELECT TOP 5 od2.UnitPrice*od2.Quantity
FROM [Order Details] od2, Products p2
WHERE od2.ProductID = p2.ProductID
AND c.CategoryID = p2.CategoryID
ORDER BY 1 DESC))
FROM [Order Details] od, Products p, Categories c, Orders o
WHERE od.ProductID = p. ProductID
AND p.CategoryID = c.CategoryID
AND od.OrderID = o.OrderID
AND YEAR(o.OrderDate) = 1997
GROUP BY c.CategoryName
Well... It turned out that subqueries are not allowed in aggregate functions. I've read other posts about this issue but could not find a solution for my specific use case. Hope you can help me out...
It turned out that subqueries are not allowed in aggregate functions.
You can't nest aggregate functions, and must instead place the inner one in a subquery.
An ORDER BY command cannot be used in a subquery, although the main query can use an ORDER BY. The GROUP BY command can be used to perform the same function as the ORDER BY in a subquery. Subqueries that return more than one row can only be used with multiple value operators such as the IN operator.
CTE can be more readable: Another advantage of CTE is CTE are more readable than Subqueries. Since CTE can be reusable, you can write less code using CTE than using subquery. Also, people tend to follow the logic and ideas easier in sequence than in a nested fashion.
Subqueries are not generally allowed in aggregate functions. Instead, move the aggregate inside the subquery. In this case, you'll need an extra level of subquery because of the top 5
:
SELECT c.CategoryName,
(select sum(val)
from (SELECT TOP 5 od2.UnitPrice*od2.Quantity as val
FROM [Order Details] od2, Products p2
WHERE od2.ProductID = p2.ProductID
AND c.CategoryID = p2.CategoryID
ORDER BY 1 DESC
) t
)
FROM [Order Details] od, Products p, Categories c, Orders o
WHERE od.ProductID = p. ProductID
AND p.CategoryID = c.CategoryID
AND od.OrderID = o.OrderID
AND YEAR(o.OrderDate) = 1997
GROUP BY c.CategoryName, c.CategoryId
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