So I recently realized that I have not yet talked much about MySQL partitions.
Many good blog posts on MySQL partitions already exists and I have listed a few below.
While the timestamp data type is often used datetime works better with partitions.
( timestamp NOT NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP)
So the following it an example how how to fix this.
To start with we have this simple table.
We want to partition on the time_recorded field. To make it direct we will break it out per month.
So now what....
Well I know we need the Primary key updated if we want the partition.
Notice that I have LOCK=NONE this is because I am using MySQL 5.6
So now we can add our partition.
We can SELECT,DELETE,UPDATE,INSERT and etc per partition. More on that here: https://dev.mysql.com/doc/refman/5.6/en/partitioning-selection.html.
While this works and we do now have a partition. We also now have to consider the partition maintenance. Glynn's blog gives a very nice example of an automated Dropping and adding of partitions. Granted if you do not want to drop the partition you will need to adjust the example.
I have adjusted it for my table example. Please review Glynn's blog for more details.
So I can update this table now with the following easily.
You can also, as Glynn's blog points out, you can use this with a NOW() +interval 1 MONTH or which ever time frame you decide for your partitions. Grant you have to keep in mind that it will fail if you pass a date that is already a partition.
To continue with the automation you can add this to an EVENT.
Keep in mind a valid time for the above example. I just used this as an example.
Many good blog posts on MySQL partitions already exists and I have listed a few below.
- http://glynndba.blogspot.com/2009/10/rolling-time-based-partitions.html
- http://www.mysqlperformanceblog.com/2010/12/11/mysql-partitioning-can-save-you-or-kill-you/
- http://datacharmer.blogspot.com/2010/05/two-quick-performance-tips-with-mysql.html
- http://dev.mysql.com/tech-resources/articles/mysql_55_partitioning.html
While the timestamp data type is often used datetime works better with partitions.
( timestamp NOT NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP)
So the following it an example how how to fix this.
To start with we have this simple table.
CREATE TABLE `t1` (
`t1_id` int(11) NOT NULL AUTO_INCREMENT,
`field1` varchar(25) DEFAULT NULL,
`field2` int(10) DEFAULT '0',
`time_recorded` timestamp NOT NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP,
PRIMARY KEY (`t1_id`),
KEY `tr` (`time_recorded`)
) ENGINE=InnoDB AUTO_INCREMENT=856964
We want to partition on the time_recorded field. To make it direct we will break it out per month.
ALTER TABLE t1
PARTITION BY RANGE ( TO_DAYS(time_recorded) ) (
PARTITION Jan2014 VALUES LESS THAN (TO_DAYS('2014-02-01')),
PARTITION Feb2014 VALUES LESS THAN (TO_DAYS('2014-03-01')),
PARTITION Mar2014 VALUES LESS THAN (TO_DAYS('2014-04-01')),
PARTITION Apr2014 VALUES LESS THAN (TO_DAYS('2014-05-01')),
PARTITION May2014 VALUES LESS THAN (TO_DAYS('2014-06-01')),
PARTITION Jun2014 VALUES LESS THAN (TO_DAYS('2014-07-01')),
PARTITION Jul2014 VALUES LESS THAN (TO_DAYS('2014-08-01')),
PARTITION Aug2014 VALUES LESS THAN (TO_DAYS('2014-09-01')),
PARTITION Sep2014 VALUES LESS THAN (TO_DAYS('2014-10-01')),
PARTITION Oct2014 VALUES LESS THAN (TO_DAYS('2014-11-01')),
PARTITION Nov2014 VALUES LESS THAN (TO_DAYS('2014-12-01')),
PARTITION Dec2014 VALUES LESS THAN (TO_DAYS('2015-01-01')),
PARTITION Jan2015 VALUES LESS THAN (TO_DAYS('2015-02-01'))
);
ERROR 1486 (HY000): Constant, random or timezone-dependent expressions in (sub)partitioning function are not allowed
So now what....
Well I know we need the Primary key updated if we want the partition.
ALTER TABLE t1 DROP PRIMARY KEY, ADD PRIMARY KEY (`t1_id`,`time_recorded`), LOCK=NONE;
Query OK, 0 rows affected (38.96 sec)
Records: 0 Duplicates: 0 Warnings: 0
Notice that I have LOCK=NONE this is because I am using MySQL 5.6
- http://dev.mysql.com/doc/
refman/5.6/en/innodb-online- ddl.html - http://dev.mysql.com/doc/
refman/5.6/en/innodb-create- index-examples.html - https://blogs.oracle.com/
mysqlinnodb/entry/online_ alter_table_in_mysql
ALTER TABLE t1 CHANGE time_recorded time_recorded datetime NOT NULL DEFAULT CURRENT_TIMESTAMP, LOCK=SHARED;
Query OK, 854312 rows affected (41.89 sec)
Records: 854312 Duplicates: 0 Warnings: 0
So now we can add our partition.
ALTER TABLE t1
-> PARTITION BY RANGE ( TO_DAYS(time_recorded) ) (
-> PARTITION Jan2014 VALUES LESS THAN (TO_DAYS('2014-02-01')),
-> PARTITION Feb2014 VALUES LESS THAN (TO_DAYS('2014-03-01')),
-> PARTITION Mar2014 VALUES LESS THAN (TO_DAYS('2014-04-01')),
-> PARTITION Apr2014 VALUES LESS THAN (TO_DAYS('2014-05-01')),
-> PARTITION May2014 VALUES LESS THAN (TO_DAYS('2014-06-01')),
-> PARTITION Jun2014 VALUES LESS THAN (TO_DAYS('2014-07-01')),
-> PARTITION Jul2014 VALUES LESS THAN (TO_DAYS('2014-08-01')),
-> PARTITION Aug2014 VALUES LESS THAN (TO_DAYS('2014-09-01')),
-> PARTITION Sep2014 VALUES LESS THAN (TO_DAYS('2014-10-01')),
-> PARTITION Oct2014 VALUES LESS THAN (TO_DAYS('2014-11-01')),
-> PARTITION Nov2014 VALUES LESS THAN (TO_DAYS('2014-12-01')),
-> PARTITION Dec2014 VALUES LESS THAN (TO_DAYS('2015-01-01')),
-> PARTITION Jan2015 VALUES LESS THAN (TO_DAYS('2015-02-01'))
-> );
Query OK, 854312 rows affected (50.74 sec)
Records: 854312 Duplicates: 0 Warnings: 0
We can SELECT,DELETE,UPDATE,INSERT and etc per partition. More on that here: https://dev.mysql.com/doc/refman/5.6/en/partitioning-selection.html.
SELECT COUNT(t1_id) FROM t1 PARTITION (Jan2014);
+--------------+
| COUNT(t1_id) |
+--------------+
| 661752 |
+--------------+
1 row in set (0.55 sec)
SELECT COUNT(t1_id) FROM t1 PARTITION (Feb2014);
+--------------+
| COUNT(t1_id) |
+--------------+
| 64952 |
+--------------+
1 row in set (0.04 sec)
SELECT COUNT(t1_id) FROM t1 PARTITION (Mar2014);
+--------------+
| COUNT(t1_id) |
+--------------+
| 71336 |
+--------------+
1 row in set (0.04 sec)
SELECT COUNT(t1_id) FROM t1 PARTITION (Apr2014);
+--------------+
| COUNT(t1_id) |
+--------------+
| 56272 |
+--------------+
1 row in set (0.05 sec)
While this works and we do now have a partition. We also now have to consider the partition maintenance. Glynn's blog gives a very nice example of an automated Dropping and adding of partitions. Granted if you do not want to drop the partition you will need to adjust the example.
I have adjusted it for my table example. Please review Glynn's blog for more details.
DROP PROCEDURE IF EXISTS Rotate_t1_Partition;
DELIMITER ;;
CREATE PROCEDURE Rotate_t1_Partition (newPartValue DATETIME)
BEGIN
-- Setup
DECLARE keepStmt VARCHAR(2000) DEFAULT @stmt;
DECLARE partitionToDrop VARCHAR(64);
-- Find and drop the first partition in the table.
SELECT partition_name
INTO partitionToDrop
FROM INFORMATION_SCHEMA.PARTITIONS
WHERE table_schema='forums_mysql'
AND table_name='t1'
AND partition_ordinal_position=1;
SET @stmt = CONCAT('ALTER TABLE t1 DROP PARTITION ', partitionToDrop);
PREPARE pStmt FROM @stmt;
EXECUTE pStmt;
DEALLOCATE PREPARE pStmt;
-- Add a new partition using the input date for a value limit.
SET @stmt = CONCAT('ALTER TABLE t1 ADD PARTITION (PARTITION ', DATE_FORMAT(newPartValue - interval 1 MONTH, '%b%Y'), ' VALUES LESS THAN (TO_DAYS(\'', DATE_FORMAT(newPartValue, '%Y-%m-%d'),'\')))');
PREPARE pStmt FROM @stmt;
EXECUTE pStmt;
DEALLOCATE PREPARE pStmt;
-- Cleanup
SET @stmt = keepStmt;
END;;
DELIMITER ;
So I can update this table now with the following easily.
CALL Rotate_t1_Partition('2015-03-01');
Query OK, 0 rows affected (1.11 sec)
You can also, as Glynn's blog points out, you can use this with a NOW() +interval 1 MONTH or which ever time frame you decide for your partitions. Grant you have to keep in mind that it will fail if you pass a date that is already a partition.
To continue with the automation you can add this to an EVENT.
CREATE EVENT Rotate_t1_Partition
-> ON SCHEDULE EVERY 1 MONTH
-> DISABLE ON SLAVE
-> COMMENT 'Remove oldest partition and add a new one '
-> DO
-> CALL Rotate_t1_Partition(NOW() + interval 1 MONTH);
Query OK, 0 rows affected (0.04 sec)
Keep in mind a valid time for the above example. I just used this as an example.
Also check out the new blog post with partitions and subpartitions http://anothermysqldba.blogspot.com/2014/12/a-mysql-partition-and-subpartition.html
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