从MYSQL的ibtmp1文件太大说起
1. 啥情况呀
测试环境机器磁盘空间不足的告警打破了下午的沉寂,一群人开始忙活着删数据。但是,不久前刚清理了一波数据,测试环境在没做压测的情况下不至于短短一个月不到就涨了200G数据,于是,我悄悄的进入数据目录下,发现一个不寻常的点,ibtmp1文件有192G
ll -h ibtmp1 -rw-r----- 1 mysql mysql 192G Aug 12 16:20 ibtmp1
2. 怎么处理
2.1 简单说明
ibtmp1是非压缩的innodb临时表的独立表空间,通过innodb_temp_data_file_path参数指定文件的路径,文件名和大小,默认配置为ibtmp1:12M:autoextend,也就是说在支持大文件的系统这个文件大小是可以无限增长的。
2.2 解决办法
a) 找个空闲时间关闭数据
# 设置innodb_fast_shutdown参数 SET GLOBAL innodb_fast_shutdown = 0; # 此步骤可以省略 # 关闭数据库实例 shutdown; # 因本实例为MySQL5.7 可以直接在SQL命令行中shutdown关闭
关闭后ibtmp1文件会自动清理
b) 修改my.cnf配置文件
为了避免ibtmp1文件无止境的暴涨导致再次出现此情况,可以修改参数,限制其文件最大尺寸。
如果文件大小达到上限时,需要生成临时表的SQL无法被执行(一般这种SQL效率也比较低,可借此机会进行优化)
innodb_temp_data_file_path = ibtmp1:12M:autoextend:max:5G # 12M代表文件初始大小,5G代表最大size
c) 启动mysql服务
启动数据库后可以查一下是否生效
mysql> show variables like 'innodb_temp_data_file_path'; +----------------------------+-------------------------------+ | Variable_name | Value | +----------------------------+-------------------------------+ | innodb_temp_data_file_path | ibtmp1:12M:autoextend:max:5G | +----------------------------+-------------------------------+ 1 row in set (0.01 sec)
3. 什么情况下会用到临时表
当EXPLAIN 查看执行计划结果的 Extra 列中,如果包含 Using Temporary 就表示会用到临时表,例如如下几种常见的情况通常就会用到:
a) GROUP BY 无索引字段或GROUP BY+ ORDER BY 的子句字段不一样时
/** 先看一下表结构 */ mysql> show create table test_tmp1\G *************************** 1. row *************************** Table: test_tmp1 Create Table: CREATE TABLE `test_tmp1` ( `id` int(11) NOT NULL AUTO_INCREMENT, `name` varchar(50) DEFAULT NULL, `col2` varchar(25) DEFAULT NULL, PRIMARY KEY (`id`), KEY `name` (`name`) ) ENGINE=InnoDB AUTO_INCREMENT=16 DEFAULT CHARSET=utf8 1 row in set (0.00 sec) /** group by无索引字段*/ mysql> explain select * from test_tmp1 group by col2 ; +----+-------------+-----------+------------+------+---------------+------+---------+------+------+----------+---------------------------------+ | id | select_type | table | partitions | type | possible_keys | key | key_len | ref | rows | filtered | Extra | +----+-------------+-----------+------------+------+---------------+------+---------+------+------+----------+---------------------------------+ | 1 | SIMPLE | test_tmp1 | NULL | ALL | NULL | NULL | NULL | NULL | 8 | 100.00 | Using temporary; Using filesort | +----+-------------+-----------+------------+------+---------------+------+---------+------+------+----------+---------------------------------+ /** group by 与order by字段不一致时,及时group by和order by字段有索引也会使用 */ mysql> explain select name from test_tmp1 group by name order by id desc; +----+-------------+-----------+------------+-------+---------------+------+---------+------+------+----------+-----------------------------------------------------------+ | id | select_type | table | partitions | type | possible_keys | key | key_len | ref | rows | filtered | Extra | +----+-------------+-----------+------------+-------+---------------+------+---------+------+------+----------+-----------------------------------------------------------+ | 1 | SIMPLE | test_tmp1 | NULL | range | name | name | 153 | NULL | 3 | 100.00 | Using index for group-by; Using temporary; Using filesort | +----+-------------+-----------+------------+-------+---------------+------+---------+------+------+----------+-----------------------------------------------------------+ 1 row in set, 1 warning (0.02 sec)
b) order by 与distinct 共用,其中distinct与order by里的字段不一致(主键字段除外)
/** 例子中有无索引时会存在,如果2个字段都有索引会如何*/ mysql> alter table test_tmp1 add key col2(col2); Query OK, 0 rows affected (1.07 sec) Records: 0 Duplicates: 0 Warnings: 0 /** 结果如下,其实该写法与group by +order by 一样*/ mysql> explain select distinct col2 from test_tmp1 order by name; +----+-------------+-----------+------------+-------+---------------+------+---------+------+------+----------+---------------------------------+ | id | select_type | table | partitions | type | possible_keys | key | key_len | ref | rows | filtered | Extra | +----+-------------+-----------+------------+-------+---------------+------+---------+------+------+----------+---------------------------------+ | 1 | SIMPLE | test_tmp1 | NULL | index | col2 | col2 | 78 | NULL | 8 | 100.00 | Using temporary; Using filesort | +----+-------------+-----------+------------+-------+---------------+------+---------+------+------+----------+---------------------------------+ 1 row in set, 1 warning (0.00 sec)
c) UNION查询(MySQL5.7后union all已不使用临时表)
/** 先测一下union all的情况*/ mysql> explain select name from test_tmp1 union all select name from test_tmp1 where id <10; +----+-------------+-----------+------------+-------+---------------+---------+---------+------+------+----------+-------------+ | id | select_type | table | partitions | type | possible_keys | key | key_len | ref | rows | filtered | Extra | +----+-------------+-----------+------------+-------+---------------+---------+---------+------+------+----------+-------------+ | 1 | PRIMARY | test_tmp1 | NULL | index | NULL | name | 153 | NULL | 8 | 100.00 | Using index | | 2 | UNION | test_tmp1 | NULL | range | PRIMARY | PRIMARY | 4 | NULL | 8 | 100.00 | Using where | +----+-------------+-----------+------------+-------+---------------+---------+---------+------+------+----------+-------------+ 2 rows in set, 1 warning (0.01 sec) /** 再看一下union 作为对比,发现出现了使用临时表的情况*/ mysql> explain select name from test_tmp1 union select name from test_tmp1 where id <10; +----+--------------+------------+------------+-------+---------------+---------+---------+------+------+----------+-----------------+ | id | select_type | table | partitions | type | possible_keys | key | key_len | ref | rows | filtered | Extra | +----+--------------+------------+------------+-------+---------------+---------+---------+------+------+----------+-----------------+ | 1 | PRIMARY | test_tmp1 | NULL | index | NULL | name | 153 | NULL | 8 | 100.00 | Using index | | 2 | UNION | test_tmp1 | NULL | range | PRIMARY | PRIMARY | 4 | NULL | 8 | 100.00 | Using where | | NULL | UNION RESULT | <union1,2> | NULL | ALL | NULL | NULL | NULL | NULL | NULL | NULL | Using temporary | +----+--------------+------------+------------+-------+---------------+---------+---------+------+------+----------+-----------------+ 3 rows in set, 1 warning (0.00 sec)
d) insert into select ...from ...
/** 简单看一下本表的数据重复插入的情况 */ mysql> explain insert into test_tmp1(name,col2) select name,col2 from test_tmp1; +----+-------------+-----------+------------+------+---------------+------+---------+------+------+----------+-----------------+ | id | select_type | table | partitions | type | possible_keys | key | key_len | ref | rows | filtered | Extra | +----+-------------+-----------+------------+------+---------------+------+---------+------+------+----------+-----------------+ | 1 | INSERT | test_tmp1 | NULL | ALL | NULL | NULL | NULL | NULL | NULL | NULL | NULL | | 1 | SIMPLE | test_tmp1 | NULL | ALL | NULL | NULL | NULL | NULL | 8 | 100.00 | Using temporary | +----+-------------+-----------+------------+------+---------------+------+---------+------+------+----------+-----------------+ 2 rows in set (0.00 sec)
小结: 上面列举的是最常见的使用临时表的情况,其中基本都是引起慢查询的因素,因此,如果遇到临时表空间文件暴涨是需要查看一下是否有大量的慢查询。
4. 和临时表空间相关的参数有哪些
各参数之间相互影响,其中直接影响临时表空间的参数如要有如下几个
innodb_temp_data_file_path
tmp_table_size
max_heap_table_size
default_tmp_storage_engine
internal_tmp_disk_storage_engine
5. 下面来模拟一个ibtmp1文件快速膨胀的例子
5.1 调整参数值
上面列出了主要的参数,那么先调整一下参数,以便于模拟
tmp_table_size = 16M
innodb_temp_data_file_path = ibtmp1:12M:autoextend:max:5G
调整后重启数据库
5.2 造一批数据
/** 造一张表或者从其他表复制一批数据,为了方便模拟,可以不创建主键及索引*/ mysql> create table test_tmp3 select * from db1.tbname; Query OK, 15948372 rows affected (2 min 27.24 sec) Records: 15948372 Duplicates: 0 Warnings: 0
此时查看一下ibtmp1文件的大小
ll -h ibtmp1 -rw-r----- 1 mysql mysql 12M Aug 15 16:06 ibtmp1 /** 此时是默认的初始大小*/
5.2 使用insert into ... select * from ...的方式插入
/** 此方式将会使用临时表空间,且 tmp_table_size参数已调小为16M,本表当前有2G多,所以会使用临时表空间*/ mysql> insert into test_tmp3 select * from test_tmp3 ; Query OK, 15948372 rows affected (2 min 7.40 sec) Records: 15948372 Duplicates: 0 Warnings: 0
此时 查看一下ibtmp1文件的大小
ll -h ibtmp1 -rw-r----- 1 mysql mysql 2.8G Aug 15 16:17 ibtmp1 /** 此时已使用了2.8G*/
此时该表的size如下
ll -h bak_db/test_tmp3* /** 结果中已有5.8G*/ -rw-r----- 1 mysql mysql 8.9K Aug 15 16:04 bak_db/test_tmp3.frm -rw-r----- 1 mysql mysql 5.8G Aug 15 16:16 bak_db/test_tmp3.ibd
5.3 继续测试,看看会发生什么
因为ibtmp1当前设置的最大值为5G,继续复制一个5.8G的数据,会不会异常,如果异常有什么表现?
/** 继续插入时 因临时表空间大小有限制,超过5G后将异常,信息如下*/ mysql> insert into test_tmp3 select * from test_tmp3; ERROR 1114 (HY000): The table '/app/data/mysql3306/tmp/#sql_32469_0' is full
此时 查看一下ibtmp1文件的大小
ll -h ibtmp1
-rw-r----- 1 mysql mysql 5.0G Aug 15 16:17 ibtmp1 /** 此时已使用了5.0G,已达到上限*/
数据库日志里也会记录本次异常
2019-08-15T08:23:47.016495Z 3 [ERROR] /usr/local/mysql5.7/bin/mysqld: The table '/app/data/mysql3306/tmp/#sql_32469_0' is full
以上测试实例因不同的版本可能会有差异,建议大家亲自测试一下。
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