How to Calculate Running Totals in MySQL with a Single Query?

Efficiently Calculating Running Totals in MySQL with a Single Query

This guide demonstrates a single MySQL query to calculate running totals for daily order counts, assuming your data includes a date column and a hasPaid flag indicating successful payment.

Here's the optimized query:

<code class="language-sql">SET @runtot:=0;
SELECT
   DATE(`date`) AS d,
   COUNT(*) AS c,
   (@runtot := @runtot + COUNT(*)) AS rt
FROM  `orders`
WHERE  `hasPaid` > 0
GROUP  BY d
ORDER  BY d;</code>

This query initializes a variable @runtot to zero. The core logic then calculates the daily order count (COUNT(*) AS c) and simultaneously updates the running total (@runtot := @runtot COUNT(*) AS rt) within a single SELECT statement. This avoids the need for subqueries or multiple passes, resulting in improved efficiency. The GROUP BY d clause groups results by day, and ORDER BY d ensures the running total is calculated sequentially. This method efficiently generates the running total column (rt) alongside the daily order count (c) and day (d).

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