Given this data set:
ID Name City Birthyear
1 Egon Spengler New York 1957
2 Mac Taylor New York 1955
3 Sarah Connor Los Angeles 1959
4 Jean-Luc Picard La Barre 2305
5 Ellen Ripley Nostromo 2092
6 James T. Kirk Riverside 2233
7 Henry Jones Chicago 1899
I need to find the 3 oldest persons, but only one of every city.
If it would just be the three oldest, it would be...
However since both Egon Spengler and Mac Taylor are located in New York, Egon Spengler would drop out and the next one (Sarah Connor / Los Angeles) would come in instead.
Any elegant solutions?
Update:
Currently a variation of PConroy is the best/fastest solution:
SELECT P.*, COUNT(*) AS ct
FROM people P
JOIN (SELECT MIN(Birthyear) AS Birthyear
FROM people
GROUP by City) P2 ON P2.Birthyear = P.Birthyear
GROUP BY P.City
ORDER BY P.Birthyear ASC
LIMIT 10;
His original query with "IN" is extremly slow with big datasets (aborted after 5 minutes), but moving the subquery to a JOIN will speed it up a lot. It took about 0.15 seconds for approx. 1 mio rows in my test environment. I have an index on "City, Birthyear" and a second one just on "Birthyear".
Note: This is related to...
Probably not the most elegant of solutions, and the performance of IN
may suffer on larger tables.
The nested query gets the minimum Birthyear
for each city. Only records who have this Birthyear
are matched in the outer query. Ordering by age then limiting to 3 results gets you the 3 oldest people who are also the oldest in their city (Egon Spengler drops out..)
SELECT Name, City, Birthyear, COUNT(*) AS ct
FROM table
WHERE Birthyear IN (SELECT MIN(Birthyear)
FROM table
GROUP by City)
GROUP BY City
ORDER BY Birthyear DESC LIMIT 3;
+-----------------+-------------+------+----+
| name | city | year | ct |
+-----------------+-------------+------+----+
| Henry Jones | Chicago | 1899 | 1 |
| Mac Taylor | New York | 1955 | 1 |
| Sarah Connor | Los Angeles | 1959 | 1 |
+-----------------+-------------+------+----+
Edit - added GROUP BY City
to outer query, as people with same birth years would return multiple values. Grouping on the outer query ensures that only one result will be returned per city, if more than one person has that minimum Birthyear
. The ct
column will show if more than one person exists in the city with that Birthyear