在线上进行DDL操作时,相对于其可能带来的系统负载,其实,我们最担心的还是MDL其可能导致的阻塞问题。
一旦DDL操作因获取不到MDL被阻塞,后续其它针对该表的其它操作都会被阻塞。典型如下,如阻塞稍久的话,我们会看到Threads_running飙升,CPU告警。
mysql> show processlist;+----+-----------------+-----------+-----------+---------+------+---------------------------------+------------------------------------+| Id | User | Host | db | Command | Time | State | Info |+----+-----------------+-----------+-----------+---------+------+---------------------------------+------------------------------------+| 4 | event_scheduler | localhost | NULL | Daemon | 122 | Waiting on empty queue | NULL || 9 | root | localhost | NULL | Sleep | 57 | | NULL || 12 | root | localhost | employees | Query | 40 | Waiting for table metadata lock | alter table slowtech.t1 add c1 int || 13 | root | localhost | employees | Query | 35 | Waiting for table metadata lock | select * from slowtech.t1 || 14 | root | localhost | employees | Query | 30 | Waiting for table metadata lock | select * from slowtech.t1 || 15 | root | localhost | employees | Query | 19 | Waiting for table metadata lock | select * from slowtech.t1 || 16 | root | localhost | employees | Query | 10 | Waiting for table metadata lock | select * from slowtech.t1 || 17 | root | localhost | employees | Query | 0 | starting | show processlist |+----+-----------------+-----------+-----------+---------+------+---------------------------------+------------------------------------+8 rows in set (0.00 sec)
如果发生在线上,无疑会影响到业务。所以,一般建议将DDL操作放到业务低峰期做,其实有两方面的考虑,1. 避免对系统负载产生较大影响。2. 减少DDL被阻塞的概率。
MDL引入的背景
MDL是MySQL 5.5.3引入的,主要用于解决两个问题,
RR事务隔离级别下不可重复读的问题
如下所示,演示环境,MySQL 5.5.0。
session1> begin;Query OK, 0 rows affected (0.00 sec)session1> select * from t1;+------+------+| id | name |+------+------+| 1 | a || 2 | b |+------+------+2 rows in set (0.00 sec)session2> alter table t1 add c1 int;Query OK, 2 rows affected (0.02 sec)Records: 2 Duplicates: 0 Warnings: 0session1> select * from t1;Empty set (0.00 sec)session1> commit;Query OK, 0 rows affected (0.00 sec)session1> select * from t1;+------+------+------+| id | name | c1 |+------+------+------+| 1 | a | NULL || 2 | b | NULL |+------+------+------+2 rows in set (0.00 sec)
可以看到,虽然是RR隔离级别,但在开启事务的情况下,第二次查询却没有结果。
主从复制问题
包括主从数据不一致,主从复制中断等。
如下面的主从数据不一致。session1> create table t1(id int,name varchar(10)) engine=innodb;Query OK, 0 rows affected (0.00 sec)session1> begin;Query OK, 0 rows affected (0.00 sec)session1> insert into t1 values(1,'a');Query OK, 1 row affected (0.00 sec)session2> truncate table t1;Query OK, 0 rows affected (0.46 sec)session1> commit;Query OK, 0 rows affected (0.35 sec)session1> select * from t1;Empty set (0.00 sec)
再来看看从库的结果
session1> select * from slowtech.t1;+------+------+------+| id | name | c1 |+------+------+------+| 1 | a | NULL |+------+------+------+1 row in set (0.00 sec)
看看binlog的内容,可以看到,truncate操作记录在前,insert操作记录在后。
# at 7140#180714 19:32:14 server id 1 end_log_pos 7261 Query thread_id=31 exec_time=0 error_code=0SET TIMESTAMP=1531567934/*!*/;create table t1(id int,name varchar(10)) engine=innodb/*!*/;# at 7261#180714 19:32:30 server id 1 end_log_pos 7333 Query thread_id=32 exec_time=0 error_code=0SET TIMESTAMP=1531567950/*!*/;BEGIN/*!*/;# at 7333#180714 19:32:30 server id 1 end_log_pos 7417 Query thread_id=32 exec_time=0 error_code=0SET TIMESTAMP=1531567950/*!*/;truncate table t1/*!*/;# at 7417#180714 19:32:30 server id 1 end_log_pos 7444 Xid = 422COMMIT/*!*/;# at 7444#180714 19:32:34 server id 1 end_log_pos 7516 Query thread_id=31 exec_time=0 error_code=0SET TIMESTAMP=1531567954/*!*/;BEGIN/*!*/;# at 7516#180714 19:32:24 server id 1 end_log_pos 7611 Query thread_id=31 exec_time=0 error_code=0SET TIMESTAMP=1531567944/*!*/;insert into t1 values(1,'a')/*!*/;# at 7611#180714 19:32:34 server id 1 end_log_pos 7638 Xid = 421COMMIT/*!*/;
如果会话2执行的是drop table操作,还会导致主从中断。
有意思的是,如果会话2执行的是alter table操作,其依旧会被阻塞,阻塞时间受innodb_lock_wait_timeout参数限制。
mysql> show processlist;+----+------+-----------+----------+---------+------+-------------------+---------------------------+| Id | User | Host | db | Command | Time | State | Info |+----+------+-----------+----------+---------+------+-------------------+---------------------------+| 54 | root | localhost | NULL | Query | 0 | NULL | show processlist || 58 | root | localhost | slowtech | Sleep | 1062 | | NULL || 60 | root | localhost | slowtech | Query | 11 | copy to tmp table | alter table t1 add c1 int |+----+------+-----------+----------+---------+------+-------------------+---------------------------+3 rows in set (0.00 sec)
MDL的基本概念
首先,看看官方的说法,
To ensure transaction serializability, the server must not permit one session to perform a data definition language (DDL) statement on a table that is used in an uncompleted explicitly or implicitly started transaction in another session.The server achieves this by acquiring metadata locks on tables used within a transaction and deferring release of those locks until the transaction ends.A metadata lock on a table prevents changes to the table's structure.This locking approach has the implication that a table that is being used by a transaction within one session cannot be used in DDL statements by other sessions until the transaction ends.
从上面的描述可以看到,
1. MDL出现的初衷就是为了保护一个处于事务中的表的结构不被修改。
2. 这里提到的事务包括两类,显式事务和AC-NL-RO(auto-commit non-locking read-only)事务。显式事务包括两类:1. 关闭AutoCommit下的操作,2. 以begin或start transaction开始的操作。AC-NL-RO可理解为AutoCommit开启下的select操作。
3. MDL是事务级别的,只有在事务结束后才会释放。在此之前,其实也有类似的保护机制,只不过是语句级别的。
需要注意的是,MDL不仅仅适用于表,同样也适用于其它对象,如下表所示,其中,"等待状态"对应的是"show processlist"中的State。
为了提高数据库的并发度,MDL被细分为了11种类型。
-
MDL_INTENTION_EXCLUSIVE
-
MDL_SHARED
-
MDL_SHARED_HIGH_PRIO
-
MDL_SHARED_READ
-
MDL_SHARED_WRITE
-
MDL_SHARED_WRITE_LOW_PRIO
-
MDL_SHARED_UPGRADABLE
-
MDL_SHARED_READ_ONLY
-
MDL_SHARED_NO_WRITE
-
MDL_SHARED_NO_READ_WRITE
-
MDL_EXCLUSIVE
常用的有MDL_SHARED_READ,MDL_SHARE D_WRITE及MDL_EXCLUSIVE,其分别用于SELECT操作,DML操作及DDL操作。其它类型的对应操作可参考源码sql/mdl.h。
对于MDL_EXCLUSIVE,官方的解释是,
/* An exclusive metadata lock. A connection holding this lock can modify both table's metadata and data. No other type of metadata lock can be granted while this lock is held. To be used for CREATE/DROP/RENAME TABLE statements and for execution of certain phases of other DDL statements. */
简而言之,MDL_EXCLUSIVE是独占锁,在其持有期间是不允许其它类型的MDL被授予,自然也包括SELECT和DML操作。
这也就是为什么DDL操作被阻塞时,后续其它操作也会被阻塞。
关于MDL的补充
1. MDL的最大等待时间由lock_wait_timeout参数决定,其默认值为31536000(365天)。在使用工具进行DDL操作时,这个值就不太合理。事实上,pt-online-schema-change和gh-ost对其就进行了相应的调整,其中,前者60s,后者3s。
2. 如果一个SQL语法上有效,但执行时报错,如,列名不存在,其同样会获取MDL锁,直到事务结束才释放。