When executing a query in MySQL, you may encounter an error saying Invalid use of group function
when using aggregate functions like AVG()
, SUM()
, MAX()
, MIN()
, and many others.
For example, suppose you have a table named pets
that keep the following records:
+----+--------+---------+------+
| id | owner | species | age |
+----+--------+---------+------+
| 1 | Jessie | bird | 2 |
| 2 | Ann | duck | 3 |
| 3 | Joe | horse | 4 |
| 4 | Mark | dog | 4 |
| 5 | Peter | dog | 5 |
+----+--------+---------+------+
From this table, you are required to query the table and show rows where the age
value is smaller than the average age
of all rows.
You may write a SELECT
statement as follows, which triggers the Invalid use of group function
error:
mysql> SELECT * FROM pets WHERE age < AVG(age);
ERROR 1111 (HY000): Invalid use of group function
The error above is because the AVG()
function is used inside the WHERE
clause.
Aggregate functions like AVG()
, COUNT()
, MAX()
, MIN()
, and many others can’t be used in the WHERE()
clause
There are two ways you can solve this error in MySQL:
- Wrap the aggregate function call in a subquery
- Use the
HAVING
clause for the aggregate function call
This tutorial will help you learn how to do both. Let’s start with using the HAVING
clause
Fix invalid use of group function with a subquery
When you need to use an aggregate function inside a WHERE
clause, you need to wrap the aggregate function call in a subquery.
Returning to the pets
table, you can fix the query from this:
SELECT * FROM pets WHERE age < AVG(age);
To this:
SELECT * FROM pets WHERE age < (SELECT AVG(age) FROM pets);
The average age
value is 3.6
, so the result set will only return rows where age
is smaller than that:
+----+--------+---------+------+
| id | owner | species | age |
+----+--------+---------+------+
| 1 | Jessie | bird | 2 |
| 2 | Ann | duck | 3 |
+----+--------+---------+------+
That’s one way you can fix the invalid use of group function
error. Next, let’s see how to fix the error using a HAVING
clause.
Fix invalid use of group function with HAVING clause
From the same pets
table above, suppose you want to find out the average age
of the pets and show only pets where the average age
value is greater than 2
.
You may write a SELECT
statement as follows:
SELECT species, AVG(age) FROM pets WHERE AVG(age) > 2 GROUP BY species;
But the query above throws the same error because aggregate functions can’t be used in the WHERE
clause.
Instead of using the WHERE
clause, you can use the HAVING
clause as follows:
SELECT species, AVG(age) FROM pets GROUP BY species HAVING AVG(age) > 2;
Now the query should work and returns the correct result.
Conclusion
The MySQL error Invalid use of group function
is caused by aggregate functions in your query that’s placed in the wrong clause.
Most likely you are placing one or more aggregate functions inside the WHERE
clause, which won’t work because the WHERE
clause filters the table before MySQL actually does the computation.
When you’re using a WHERE
clause, the SQL query works like this:
- Filter the rows using the
WHERE
clause - Compute the aggregate functions call
When MySQL runs the WHERE
clause, the computation of the aggregate functions hasn’t been executed yet, so it throws an error.
When you’re using a subquery MySQL will evaluate the subquery first, so the average age
value in the pets
table above will be computed before selecting the rows with the WHERE
clause.
Finally, the HAVING
clause works like the WHERE
clause, but it’s executed AFTER the computation has been done:
- Compute the aggregate functions call
- Filter the rows using the
HAVING
clause
This is why the HAVING
clause can have aggregate functions while the WHERE
clause can’t.
You’ve just learned how to fix the Invalid use of group function
error. Nice work! 👍