Calculating rolling percentage change by category in MySQL 5.6-CodePudding

I have a SQL data table like this, and I wanted to calculate the rolling percentage change (by row and category). So that the result looks like this below

The SQL query I use is really slow and it takes forever to calculate it when there are thousands of categories, do you have an idea what's going on? Or any improvement?

First create a sample data_table:

CREATE TABLE IF NOT EXISTS data_table (
    id INT AUTO_INCREMENT,
    num INT,
    category VARCHAR(10),
    price FLOAT(20,2),
    PRIMARY KEY (id)
);

INSERT INTO data_table(num,category,price)
VALUES(1,"A","10"),
      (2,"A","20"),
      (3,"A","30"),
      (1,"B","20"),
      (2,"B","30"),
      (3,"B","40");

SQL for calculating percentage change:

SELECT 
     A.*, 
     CASE WHEN (A.price IS NULL OR B.price IS NULL OR B.price=0) THEN 0 ELSE
        (A.price - B.price)/(B.price) *100 END AS perc
FROM (SELECT
    num,
    category,
    price
  FROM data_table
  ) A LEFT JOIN (SELECT
    num,
    category,
    price
  FROM data_table
  ) B
ON (A.num = B.num 1) AND A.category=B.category;

CodePudding user response：

You could use user variables -

SELECT
    dt.*,
    IF(@prev_cat <> category, NULL, ROUND((price - @prev_price) / @prev_price * 100, 1)) AS perc,
    @prev_cat := category,
    @prev_price := price
FROM data_table dt, (SELECT @prev_cat := 0, @prev_price := 0) vars
ORDER BY category, num;

If you want to update your table with this perc value you can use -

ALTER TABLE `data_table` 
  ADD COLUMN `perc` DECIMAL(5,2) NULL AFTER `price`;

UPDATE `test`.`data_table` dt
JOIN (
    SELECT
        dt.*,
        IF(@prev_cat <> category, NULL, ROUND((price - @prev_price) / @prev_price * 100, 1)) AS perc_calc,
        @prev_cat := category,
        @prev_price := price
    FROM data_table dt, (SELECT @prev_cat := 0, @prev_price := 0) vars
    ORDER BY category, num
) z ON dt.id = z.id
SET dt.perc = z.perc_calc;