The problem

While skimming though SQL excercises, I stumbled upon this one:

Select the name of each manufacturer along with the name and price of its most expensive product.

It sounded pretty straightforward, so I immediately wrote a solution:

  SELECT m.Name,
    FROM Products p
    JOIN Manufacturers m ON m.Code = p.Manufacturer
GROUP BY p.Manufacturer

And... it didn't work. Instead, I got this error:

ERROR 1055 (42000): Expression #2 of SELECT list is not in GROUP BY clause and contains nonaggregated column 'sql_excercises.p.Name' which is not functionally dependent on columns in GROUP BY clause; this is incompatible with sql_mode=only_full_group_by

The theory

The error got me intrigued. Not only I was failing at solving a pretty straightforward-sounding task, but also it was the first time I saw this particular error. I started googling to see what's going on, and after some time, it turned out I was attempting to write an ambigius thing that should never work.

The solution I wrote felt very familiar and trivial, like if I've been writing it quite a lot in the past. Why was the code not working anymore? As it turned out, things have changed since MySQL 5.7.5: starting this minor update, MySQL treats aggregating in a much more restricted way. However, as I learned further, by failing at my code it was doing the right thing.

To put it simple, the new rule of thumb is this: SELECT must contain only aggregate functions, or column names listed in GROUP BY.

This is pretty good restriction, that actually makes a lot of sense. For example, you cannot find out the most expensive product using MAX aggregate function:

SELECT Code, MAX(Price) FROM Products;

Indeed, what if there are multiple products to have the same price, which is a maximum within a give set? Here's how the above example of code will be treated by different versions of MySQL:

  1. Before 5.7.5: it may (and will, given enough tries) return any product for whilch price = MAX(price); this is ambigious,
  2. After 5.7.5: it will fail with an error.

The solution

To wrap up, let me describe one of possible solutions.

Following the rule of thumb above, what we can do is find the most expensive product for each manufacturer:

SELECT Manufacturer, MAX(Price) FROM Products GROUP BY Manufacturer;
| Manufacturer | Price |
|            1 |   240 |
|            2 |   180 |
|            3 |   270 |
|            4 |   150 |
|            5 |   240 |
|            6 |   120 |

Given the set above, it's easy to see that all we need to do is to join two more tables, providing Manufacturer.Name and Products.Name respectively. Let's do just that:

SELECT m.Name,
  FROM Manufacturers m
  JOIN (   SELECT Manufacturer,
                  MAX(Price) AS Price
             FROM Products
         GROUP BY Manufacturer) pm ON pm.Manufacturer = m.Code
  JOIN Products p ON pm.Price = p.Price;
| Name            | Name       | Price |
| Sony            | Hard drive |   240 |
| Fujitsu         | Hard drive |   240 |
| Winchester      | Memory     |   120 |
| Iomega          | ZIP drive  |   150 |
| Sony            | Monitor    |   240 |
| Fujitsu         | Monitor    |   240 |
| Creative Labs   | DVD drive  |   180 |
| Hewlett-Packard | Printer    |   270 |
| Creative Labs   | DVD burner |   180 |

It looks like people behind MySQL are trying to fix some of the long-standing problems by starting to follow SQL spec more strictly, which is definitely a good thing.