Selecting Top N Maximum Values in MySQL
Determining the correct behavior when retrieving top N rows with the highest values can be challenging, particularly when multiple rows share the same maximum value. This article addresses the question of whether to return only the top N rows or include additional rows with the same value.
To obtain the top N distinct rows, the following query can be used:
select * from t order by value desc limit N;
This query retrieves the top N rows based on the descending order of the value column. However, if multiple rows share the Nth maximum value, it will only return the top N rows, excluding any rows with identical values.
In scenarios where it is necessary to return all rows with the same maximum value, the following query can be employed:
select * from t join (select min(value) as cutoff from (select value from t order by value limit N ) tlim ) tlim on t.value >= tlim;
Alternatively, a simplified version of the above query can be used:
select * from t join (select value from t order by value limit N ) tlim on t.value = tlim.value;
Both of these queries return not only the top N rows but also any additional rows that share the same maximum value.
While the following query conceptually achieves the desired result, it may not be compatible with MySQL due to database specific limitations:
select * from t where t.value >= ANY (select value from t order by value limit N)
By understanding the different methods available, developers can select the appropriate query based on their specific requirements when retrieving top N maximum values in MySQL.
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