Cumulative Sum Calculation for a Set of Rows in MySQL
Problem Statement:
Determine the cumulative sum for each ID across all hours of the day from a query result set containing columns for ID, day, hour, and amount.
Answer:
SELECT IF(@prev_id = c.id AND @prev_day = c.day ,@cumtotal := @cumtotal + c.amount ,@cumtotal := c.amount) AS cumulative_total , @prev_id := c.id AS `id` , @prev_day := c.day AS `day` , c.hr , c.amount AS `amount' FROM ( SELECT @prev_id := NULL , @prev_day := NULL , @subtotal := 0 ) i JOIN ( select id, day, hr, amount from ( //multiple joins on multiple tables)a left join (//unions on multiple tables)b on a.id=b.id ORDER BY 1,2,3 ) c
Additional Notes:
- MySQL versions prior to 8.0 lack analytic functions for cumulative sum calculation.
- The provided solution utilizes MySQL user variables and control break processing to emulate analytic functionality.
- The query has been modified to order rows by ID, day, and hour for correct cumulative sum computation.
- The computed cumulative total column is returned as the first column in the result set.
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