MYSQL事务及存储引擎对比

时间:2023-03-10 03:28:13
MYSQL事务及存储引擎对比

Innodb支持事务,而myisam不支持事务。

事务的定义:

当多个用户访问同一份数据时,一个用户在更改数据的过程中可能有其他用户同时发起更改请求,为保证数据的更新从一个一致性状态变更为另一个一致性状态,这时有必要引入事务的概念。

Mysql提供了多种引擎支持Innodb和BDB。Innodb存储引擎事务主要通过UNDO日志和REDO日志实现,Myisam和memory引擎则不支持事务。下图分别给出三种mysql引擎的区别和特性:

MYSQL事务及存储引擎对比

Myisam存储引擎:由于该引擎不支持事务、也不支持外键,所以访问速度很快。因此对事务完整性没有要求并以访问为主的应用适合使用该存储引擎。

Innodb存储引擎:

由于该存储引擎在事务上具有优势,即支持具有提交、回滚和崩溃恢复能力的事务安装,所以比myisam存储引擎占用更多的磁盘空间。因此需要进行频繁的更新、删除操作,同时对事务的完整性要求比较高,需要实现并发控制,此时适合使用该存储引擎。

Memory存储引擎:

该存储引擎使用内存来存储数据,因此该存储引擎的数据访问速度非常快,但是安全上没有保障,(redis也是一个内存存储引擎)。如果应用中涉及数据比较小,需要进行快速访问,则适合使用该存储引擎。

本文主要从以下四个方面来介绍mysql的事务:

  1. 事务概述
  2. 事务控制语句
  3. 事务隔离级别
  4. innodb锁机制

事务概述:

事务具有ACID四个性质来保证数据库的更新从一个一致性状态到另一个一致性状态:

原子性(atomicity):事务中所有的操作视为一个原子单元,即对事务所进行的数据修改等操作只能是完全提交或者完全回滚。

一致性(consistency):事务在完成时,必须使所有的数据从一种一致性状态变更为另外一种一致性状态,所有的变更都必须应用于事务的修改,以确保数据的完整性。

隔离性(insolation):一个事物中的操作语句所做的修改必须与其他事物所做的修改相隔离。在进行事务查看数据时数据所处的状态,要么是被另一并发事务修改之前的状态,要么是被另一并发事务修改之后的状态,即当前事务不会查看由另外一个并发事务正在修改的数据。这种特性主要由锁机制实现。

持久性(durability):事务完成之后,所做的修改对数据的影响是永久的,即使系统重启或者系统出现故障,数据仍可恢复。

REDO日志和UNDO日志:

REDO日志:

事务执行时需要将执行的事务日志写入到日志文件里,对应的文件为redo日志。当每条sql语句进行数据库更新操作时,首先将redo日志写入到日志缓冲区。当客户端执行commit命令提交时,日志缓冲区的内容将被刷新到磁盘,日志缓冲区的刷新方式或者时间间隔可以通过参数innodb_flush_log_at_trx_commit控制。

REDO日志对应磁盘上的ib_logfileN(ib_logfile0,ib_logfile1)文件,该文件默认为5MB,建议设置为512MB以便容纳较大的事务。在mysql崩溃恢复时会重新执行redo日志中的记录。

UNDO日志:

与redo日志相反,undo日志主要用于事务异常时的数据回滚,具体内容就是复制事务前的数据库内容到undo缓冲区,然后在合适的时间将内容刷新到磁盘。

与redo日志不同的是,磁盘上不存在单独的undo日志文件,所有的undo日志文件均存放在表空间对应的.idb数据文件中,undo日志又被成为回滚段。


Mysql事务控制语句:

START TRANSACTION | BEGIN [WORK]                  //开启一个事务
COMMIT [WORK] [AND [NO] CHAIN] [[NO] RELEASE] //提交一个事务
ROLLBACK [WORK] [AND [NO] CHAIN] [[NO] RELEASE] //回滚一个事务
SET AUTOCOMMIT = {0 | 1} //自动提交事务开启或者关闭

查看事务的隔离级别:

show variables like 'tx_isolation';

例子:commit之后才会对表进行插入

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" alt="" />

回滚之后,表不会有变动

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" 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SET AUTOCOMMIT =1;
当自动提交被打开以后,我们rollback也没用,会自动提交。

Mysql事务隔离级别

sql标准定义了四种隔离级别,指出了哪些改变其他事务可见,哪些数据改变其他数据不可见。低级别的隔离级别可以支持更高的并发处理,同时占用的系统资源更少。

查看事务的隔离级别:

show variables like 'tx_isolation';
#未提交读,以下是设置隔离级别语句,更改默认隔离级别,需要重新登录
SET GLOBAL TRANSACTION ISOLATION LEVEL READ UNCOMMITTED;
#提交读
SET GLOBAL TRANSACTION ISOLATION LEVEL READ COMMITTED;
#可重复读
SET GLOBAL TRANSACTION ISOLATION LEVEL REPEATABLE READ;
#可串行化
SET GLOBAL TRANSACTION ISOLATION LEVEL SERIALIZABLE;

MYSQL事务及存储引擎对比

READ-UNCOMMITTED(读取未提交内容):

在该隔离级别,所有事物都可以看到其他未提交事务的执行结果。因为其性能也不必其他级别高很多,因此该隔离级别很少使用。读取未提交的数据被称为脏读。

两个事物在更新前,数据一致,但是左边的事务还未提交更改,右边的事务也读到其更改数据,这种情况称为脏读。

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" alt="" />

READ_COMMITED(读取提交内容):

这是大多数数据库默认的隔离级别,但并不是mysql默认的隔离级别。其满足了隔离的简单定义:一个事务从开始到提交前所做的任何改变都是不可见的,事务职能看见已经提交的事务所做的改变。

该隔离级别可能导致不可重复读问题,因为同一事务的其他实例在该实例的处理期间可能会有新的数据提交导致数据改变,所以同一个查询可能在不同时刻返回不同结果。

以下例子:A事务虽然没有提交,但是却看到不同数据。同一事务中,两次看到的数据是不一致的。

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" 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REPEATABLE-READ(可重读):

这是mysql的默认隔离级别。

该隔离级别能保证同一事务的多个实例在并发读取数据时,会看到同样的数据行,理论上会导致另一问题:幻读。

幻读:例如事务A对一个表中的数据修改涉及到全部的数据行。此时,事务B对该表插入一个数据行。那么出现的问题就是,该表中出现了事务A还没有修改的数据行。

Innodb和falcon存储引擎通过mvcc(多版本控制)机制解决了该问题。

innodb存储引擎的MVCC机制:innodb通过为每个数据行增加两个隐含值的方式来实现。这两个隐含值记录了行的创建时间,及过期时间。每一行存储事件发生时的系统版本号,每一次开始一个新的事物,版本号会自动加1,每个事物都会保存开始时的版本号,每个查询根据事物的版本来查询结果。

Serializable(可串行化):

这是最高的隔离级别,通过强制事物排序,使之不可能相互冲突,从而解决幻读问题。简言之,是在每个读的数据行上加上共享锁实现。在这个级别,可能会导致大量的超时现象和锁竞争,一般不推荐使用。

该隔离级别采用不同的锁类型来实现。

事务的隐式提交:例如alter table会造成隐式事务提交,尽管我们没有提交事务,但是在其他事务中却看到了我们的数据变化。


Innodb的锁机制:

锁的类型:

共享锁:

共享锁又称为S锁,是share的缩写,共享锁的锁粒度是行或者元组(多个行)。一个事务获取了共享锁之后,可以对锁定范围的数据执行读操作。

排它锁:

排它锁的代号是X,是eXclusive的缩写,排它锁的锁粒度也是行或者元组,一个事务获取了排它锁以后,可以对锁定范围内的数据执行写操作。

意向锁:

意向锁是一种表锁,锁的粒度是整张表,分为意向共享锁(IS)和意向排它锁(IX)两类。意向锁表示一个事务有意对数据上共享锁或者排它锁。”有意“表示事务想执行操作,但还没有真正执行。

锁和锁之间要么是相容的,要么是互斥的:

MYSQL事务及存储引擎对比

锁粒度:

锁的粒度主要分为行锁和表锁。锁的粒度越小,其耗费的系统资源越多,但是并发性却更好。

表锁的开销最小,同时允许的并发量也是最小的锁机制。Myisam使用该锁机制。

行锁支持最大的并发,innodb存储引擎使用该锁机制,如果支持并发读写,建议采用innodb锁机制。

select语句会加上一个共享锁,如果查找的数据已经被加上排它锁的话,共享锁会等待期结束再加,若等待时间过长就会显示需要等待的锁超时。

insert、update、delete会被加上排它锁。