I'm building a normalized dataset based in MySQL on on the relative values of the past five observations. To do this, I need to know what the maximum and minimum values for the past five datapoints have been. I'm working on a subselect that works as follows:
I need to get the MIN and the MAX of the prior five occurrences in a table. While my table is currently arranged in DESC order, I cannot rely on it maintaining that structure, as subsequent updates of RECENT_DATE for a specific MY_ID will change the most recent 5, as well as update the MY_VALUE.
Here's a bit of my base table that I am working on.
MY_ID | RECENT_DATE | MY_VALUE
392, 2013-10-06 12:00:00, 18332
146, 2013-09-06 12:00:00, 5623
72, 2013-09-02 12:00:00, 23242
643, 2013-09-01 12:00:00, 15242
492, 2013-08-06 12:00:00, 15332
346, 2013-07-26 12:00:00, 17332
172, 2013-07-22 12:00:00, 14001
123, 2013-07-22 12:00:00, 13918
243, 2013-07-11 12:00:00, 23229
At the end I need it to look like.
MY_ID | RECENT_DATE | MY_VALUE | MAX_VALUE | MIN_VALUE
392, 2013-10-06 12:00:00, 18332, 23242, 5623
146, 2013-09-06 12:00:00, 5623, 23242, 5623
72, 2013-09-02 12:00:00, 23242, 23242, 14001
643, 2013-09-01 12:00:00, 15242, 17332, 13918
492, 2013-08-06 12:00:00, 15332, 23229, 13918
346, 2013-07-26 12:00:00, 17332, 23229, 13918
172, 2013-07-22 12:00:00, 14001, 23229, 13918
123, 2013-07-22 12:00:00, 13918, 23229, 13918
243, 2013-07-11 12:00:00, 23229, 23229, 23229
So here's a quick sample table
CREATE TABLE IF NOT EXISTS dbo.baseTable
(
MY_ID BIGINT(20) UNSIGNED,
RECENT_DATE DATETIME,
MY_VALUE BIGINT(20),
);
INSERT INTO dbo.baseTable (MY_ID, RECENT_DATE, MY_VALUE) VALUES (392, '2013-10-06 12:00:00', 18332);
INSERT INTO dbo.baseTable (MY_ID, RECENT_DATE, MY_VALUE) VALUES (146, '2013-09-06 12:00:00', 5623);
INSERT INTO dbo.baseTable (MY_ID, RECENT_DATE, MY_VALUE) VALUES (72, '2013-09-02 12:00:00', 23242);
INSERT INTO dbo.baseTable (MY_ID, RECENT_DATE, MY_VALUE) VALUES (643, '2013-09-01 12:00:00', 15242);
INSERT INTO dbo.baseTable (MY_ID, RECENT_DATE, MY_VALUE) VALUES (492, '2013-08-06 12:00:00', 15332);
INSERT INTO dbo.baseTable (MY_ID, RECENT_DATE, MY_VALUE) VALUES (346, '2013-07-26 12:00:00', 17332);
INSERT INTO dbo.baseTable (MY_ID, RECENT_DATE, MY_VALUE) VALUES (172, '2013-07-22 12:00:00', 14001);
INSERT INTO dbo.baseTable (MY_ID, RECENT_DATE, MY_VALUE) VALUES (123, '2013-07-22 12:00:00', 13918);
INSERT INTO dbo.baseTable (MY_ID, RECENT_DATE, MY_VALUE) VALUES (243, '2013-07-11 12:00:00', 23229);
Now here's my slaughtered query attempt A:
SELECT DISTINCT t1.MY_ID,
t1.RECENT_DATE,
t1.MY_VALUE, MAX(t2.MY_VALUE) AS MAX_MY_VALUE, MIN(t2.MY_VALUE) AS MIN_MY_VALUE
FROM dbo.baseTable t1
INNER JOIN (
SELECT t.MY_ID, t1.RECENT_DATE, t.MY_VALUE
FROM dbo.baseTable t
WHERE t.RECENT_DATE <= t1.RECENT_DATE
LIMIT 5) AS t2 ON t1.MY_ID = t2.MY_ID
/* WHERE OMITTED */
ORDER BY t1.RECENT_DATE DESC
;