How to Generate Row Numbers Within Groups in MySQL?
Row Number within Groups in MySQL
Problem:
Produce a MySQL query to generate a row number for each group of records based on two fields, such as crew_id and type. The row number should reset for each new combination of crew_id and type.
Sample Data:
id crew_id amount type 1 4 1000 AUB 2 4 1500 AUB 3 5 8000 CA 4 4 1000 CA 5 5 1000 AUB 6 6 3000 AUB 7 4 2000 CA 8 6 3500 AUB 9 4 5000 AUB 10 5 9000 CA 11 5 1000 CA
Desired Output:
id crew_id amount type row_number 1 4 1000 AUB 1 2 4 1500 AUB 2 9 4 5000 AUB 3 4 4 1000 CA 1 7 4 2000 CA 2 5 5 1000 AUB 1 3 5 8000 CA 1 10 5 9000 CA 2 11 5 1000 CA 3 6 6 3000 AUB 1 6 6 3000 AUB 2
Solution:
To achieve the desired row numbers, we can utilize a combination of a subquery and a CASE statement:
SELECT id, crew_id, amount, type, ( CASE type WHEN @curType THEN @curRow := @curRow + 1 ELSE @curRow := 1 AND @curType := type END ) + 1 AS rank FROM Table1 p, (SELECT @curRow := 0, @curType := '') r ORDER BY crew_id,type asc;
In this query:
- The subquery (SELECT @curRow := 0, @curType := '') r initializes two user-defined variables: @curRow to 0 and @curType to an empty string.
-
The CASE statement in the outer SELECT query compares the type column with @curType to determine if the current row belongs to the same group.
- If type equals @curType, @curRow is incremented by 1.
- If type differs from @curType, @curRow is reset to 1, and @curType is updated to the current type value.
- The calculated value is then added to 1 to produce the row number.
- The result set is ordered by crew_id and type in ascending order.
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