I feel this is a very easy task and I am grossly overthinking it. I have looked and looked nothing seems to answer my question. My question is simple, how do I select distinct on one column, based on multiple values of another column:
Table:
Customers | Fruit |
---|---|
Bob | Orange |
Bob | Apple |
Sally | Orange |
Sally | Lemon |
Sam | Lemon |
Sam | Apple |
Tom | Orange |
Tom | Lime |
The table above shows a new line every time a customer purchases a fruit. How do I select distinct for customers who either purchased an (Orange AND Apple) OR (Orange AND Lemon).
The end result should only show: Bob and Sally.
Something like this?
SELECT Customers
FROM dbo.YourTable
GROUP BY Customers
HAVING (COUNT(CASE Fruit WHEN 'Orange' THEN 1 END) >= 1 AND COUNT(CASE Fruit WHEN 'Apple' THEN 1 END) >= 1)
OR (COUNT(CASE Fruit WHEN 'Orange' THEN 1 END) >= 1 AND COUNT(CASE Fruit WHEN 'Lemon' THEN 1 END) >= 1);
Assuming you don't care if a user has all 3 you still want them returned. or if they have more than 2 but at least orange and one of the other 2.
Just using a simple join. Get those that are Orange and those that are either Apple or lemon--> join--> distinct.
SELECT Distinct A.Customers
FROM dbo.yourTable A
INNER JOIN dbo.yourTable B
on A.Customer = B.Customer
WHERE A.Fruit = 'Orange'
and B.Fruit in ('Apple','Lemon')
Assuming an index on dbo.yourTable.Fruit... should be pretty quick.
Use conditional aggregation:
SELECT Customer
FROM tablename
WHERE Fruit IN ('Orange', 'Apple', 'Lemon')
GROUP BY Customer
HAVING COUNT(CASE WHEN Fruit = 'Orange' THEN 1 END) > 0 -- the customer bought 'Orange' at least once
AND COUNT(DISTINCT Fruit) > 1 -- the customer bought at least 2 of the 3 fruits
If you want to exclude the case that the customer has bought all 3 fruits:
SELECT Customer
FROM tablename
WHERE Fruit IN ('Orange', 'Apple', 'Lemon')
GROUP BY Customer
HAVING COUNT(CASE WHEN Fruit = 'Orange' THEN 1 END) > 0 -- the customer bought 'Orange' at least once
AND COUNT(DISTINCT Fruit) = 2 -- the customer bought exactly 2 of the 3 fruits
A fun alternative using the underappreciated INTERSECT
SELECT Person FROM YourTable WHERE Fruit = 'Apple'
INTERSECT -- INTERSECT discards duplicates
SELECT Person FROM YourTable WHERE Fruit = 'Orange'
UNION -- UNION also does an implicit DISTINCT
SELECT Person FROM YourTable WHERE Fruit = 'Lemon'
INTERSECT
SELECT Person FROM YourTable WHERE Fruit = 'Orange'
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