mysql优化一则(20170703)
1.表结构
CREATE TABLE `room_break_history_tmp_test ` (
`id` INT(11) NOT NULL AUTO_INCREMENT,
`break_type` INT(11) DEFAULT NULL,
`app_id` INT(11) DEFAULT NULL,
`room_id` INT(11) DEFAULT NULL,
`from_user_id` INT(11) DEFAULT NULL,
`to_user_id` INT(11) DEFAULT NULL,
`content_type` INT(11) DEFAULT NULL,
`content_name` VARCHAR(300) DEFAULT NULL,
`source_message` VARCHAR(1536) DEFAULT NULL,
`send_message` VARCHAR(1536) DEFAULT NULL,
`request_type` INT(4) DEFAULT NULL,
`report_relation` VARCHAR(1536) DEFAULT NULL,
`handle_type` INT(11) DEFAULT NULL,
`handle_uid` INT(11) DEFAULT NULL,
`create_time` DATETIME DEFAULT NULL,
PRIMARY KEY (`id`),
KEY `idx_from_user_id` (`room_id`,`from_user_id`,`handle_type`,`create_time`)
) ENGINE=INNODB AUTO_INCREMENT=3416971 DEFAULT CHARSET=utf8mb4
2.执行语句
DESC SELECT
COUNT(1)
FROM
(SELECT
COUNT(1)
FROM
room_break_history_tmp_test
WHERE `create_time` BETWEEN '2017-07-01 22:25:33'
AND '2017-07-01 22:27:00'
AND handle_type = 5
GROUP BY room_id,
from_user_id) AS keywordtemp
3.执行计划
id select_type table type possible_keys key key_len ref rows Extra ------ ----------- ------------------ ------ ---------------- ---------------- ------- ------ ------- -------------------------- 1 PRIMARY <derived2> ALL (NULL) (NULL) (NULL) (NULL) 3438331 (NULL) 2 DERIVED room_break_history index idx_from_user_id idx_from_user_id 21 (NULL) 3438331 Using where; Using index
4.执行时长:
Execution Time : 17.182 sec
Transfer Time : 0.001 sec
Total Time : 17.184 sec
5.描述,就执行计划看,type为index,key及key_len正常,看似是走了索引,但是rows几乎是全表记录(不准确,就是全表扫描),300多万的数据执行时长居然17秒。
思考:将字段的nullable改为not null后,key_len变短了,是不是将是否为空的判断逻辑添加到了数据上?
有关null的文章:
https://dev.mysql.com/doc/refman/5.6/en/problems-with-null.html
改进:
1.添加索引
ALTER TABLE `test`.`room_break_history_tmp_test`
-> ADD INDEX `idx_handle_time` (`handle_type`, `create_time`);
2.执行计划
id select_type table type possible_keys key key_len ref rows Extra ------ ----------- --------------------------- ------ -------------------------------- --------------- ------- ------ ------ -------------------------------------------------------- 1 PRIMARY <derived2> ALL (NULL) (NULL) (NULL) (NULL) 2 (NULL) 2 DERIVED room_break_history_tmp_test range idx_from_user_id,idx_handle_time idx_handle_time 7 (NULL) 1 Using index condition; Using temporary; Using filesort
3.执行时长
Execution Time : 0.178 sec
Transfer Time : 0 sec
Total Time : 0.179 sec