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Selecting Data Between Dates with Empty Rows in MySQL
Retrieving data between specified dates from a database is a common task. However, it can become challenging when you also need to include empty rows within the date range. In this article, we will explore a technique to address this problem in MySQL.
Consider a table named "tbl" with rows containing data and dates:
2009-06-25 75 2009-07-01 100 2009-07-02 120
A typical query to select data between two dates, say '2009-06-25' and '2009-07-01', would be:
SELECT data FROM tbl WHERE date BETWEEN '2009-06-25' AND '2009-07-01'
However, this query will miss any empty dates within this range. To include them, MySQL offers a powerful concept known as "calendar tables."
A calendar table is a helper table that contains a series of dates. You can easily create one using a technique demonstrated by this guide:
-- create some infrastructure CREATE TABLE ints (i INTEGER); INSERT INTO ints VALUES (0), (1), (2), (3), (4), (5), (6), (7), (8), (9); -- only works for 100 days, add more ints joins for more SELECT cal.date, tbl.data FROM ( SELECT '2009-06-25' + INTERVAL a.i * 10 + b.i DAY as date FROM ints a JOIN ints b ORDER BY a.i * 10 + b.i ) cal LEFT JOIN tbl ON cal.date = tbl.date WHERE cal.date BETWEEN '2009-06-25' AND '2009-07-01';
This query will return all rows from '2009-06-25' to '2009-07-01', including empty rows with a zero value for 'data'. Note that you can optimize this technique by replacing the subquery with a regularly updated calendar table.
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