sqlserver事务隔离小结
SQL Server通过在锁资源上使用不同类型的锁来隔离事务。为了开发安全的事务,定义事务内容以及应在何种情况下回滚至关重要,定义如何以及在多长时间内在事务中保持锁定也同等重要。这由隔离级别决定。应用不同的隔离级别,SQL Server赋予开发者一种能力,让他们为每一个单独事务定义与其他事务的隔离程度。事务隔离级别的定义如下:
· 是否在读数据的时候使用锁
· 读锁持续多长时间
· 在读数据的时候使用何种类型的锁
· 读操作希望读已经被其他事务排他锁住的数据时,怎么办?在这种情况下,SQL Server可以:
· 一直等到其他事务释放锁
· 读没有提交的数据
· 读数据最后提交后的版本
ANSI 99定义了4种事务隔离级别,SQL Server 2005能够完全支持这些级别:
· 未提交读 在读数据时不会检查或使用任何锁。因此,在这种隔离级别中可能读取到没有提交的数据。
· 已提交读 只读取提交的数据并等待其他事务释放排他锁。读数据的共享锁在读操作完成后立即释放。已提交读是SQL Server的默认隔离级别。
· 可重复读 像已提交读级别那样读数据,但会保持共享锁直到事务结束。
· 可序列化 工作方式类似于可重复读。但它不仅会锁定受影响的数据,还会锁定这个范围。这就阻止了新数据插入查询所涉及的范围,这种情况可以导致幻像读。
此外,SQL Server还有两种使用行版本控制来读取数据的事务级别(本章后文将详细检验这些隔离级别)。行版本控制允许一个事务在数据排他锁定后读取数据的最后提交版本。由于不必等待到锁释放就可进行读操作,因此查询性能得以大大增强。这两种隔离级别如下:
· 已提交读快照 它是一种提交读级别的新实现。不像一般的提交读级别,SQL Server会读取最后提交的版本并因此不必在进行读操作时等待直到锁被释放。这个级别可以替代提交读级别。
--例子已提交读快照
USE master; ALTER DATABASE AdventureWorks SET READ_COMMITTED_SNAPSHOT ON 注意:设置 READ_COMMITTED_SNAPSHOT 选项时,数据库中仅允许存在执行 ALTER DATABASE 命令的连接。在 ALTER DATABASE 完成之前,数据库中不允许有其他打开的连接。数据库不必处于单用户模式。
· 快照 这种隔离使用行版本来提供事务级别的读取一致性。这意味着在一个事务中,由于读一致性可以通过行版本控制实现,因此同样的数据总是可以像在可序列化级别上一样被读取而不必为防止来自其他事务的更改而被锁定。
--例子
USE AdventureWorks; SET TRANSACTION ISOLATION LEVEL SNAPSHOT BEGIN TRAN SELECT SUM(LineTotal) as OrderTotal FROM Sales.SalesOrderDetail WHERE SalesOrderID = 43659
四种数据库隔离级别及解决的数据问题如下所示:
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" alt="" />
设置的语法结构:
SET TRANSACTION ISOLATION LEVEL { READ UNCOMMITTED | READ COMMITTED | REPEATABLE READ | SNAPSHOT | SERIALIZABLE } [ ; ]
1.READ-UNCOMMITTED(读取未提交内容)
由于在该隔离级别下即使事务未提交所做的修改也会对其他事务产生影响。所以该级别会出现数据脏读的发生。
脏读:一个事务读取了另一个未提交的并行事务写的数据。
锁情况:事务在读取数据的时候并未对数据加锁。在修改数据的时候只对数据增加行级共享锁(其他事务可以读取但是不可以更新)。因此,事务在读取数据的时候会读取到其他事务未提交的数据产生脏读。
问题举例:老板给员工发工资,老板开启事务,然后想员工的账户转钱10000元,事务暂不提交。此时员工开启事务,查看账户余额发现多了10000元,然后提交事务。但是老板发现转多了,于是修改为转5000元,然后提交事务。最终员工账户多5000元而不是10000元,所以之前员工看到的10000元是脏数据。
2. READ-COMMITTED(读取提交内容)
在该隔离级别下事务没有提交是不会对其他事务产生影响的,只有提交的事务才会影响其他事务。所以避免了读脏数据。但是该级别会出现两次读取数据库数据不一致的情况(不可重复读)。
不可重复读:同一个事务中重新读取前面读取过的数据,发现两次读取数据不一样(该数据已经被另一个已提交的事务修改过)。
锁情况:事务对当前被读取的数据加行级共享锁,一旦读完该行就立即释放该锁;事务在更新某数据的瞬间,必须先对数据增加行级排他锁(其他事务不可以对该数据进行任何操作),直到事务结束才释放。因此,事务在修改的工程中由于事务没有提交所以不会影响到其他事务,避免了脏读的发生。但是会出现不可重复读的情况。
问题举例:老板给员工发工资。员工开启事务,查看账户余额(此时对数据增加了行级共享锁),发现账户余额是0元,然后释放了该锁。发现老板尚未转钱。此时,老板开启事务,然后向员工的账户里面转钱一万元(事务对该数据增加了行级排他锁),在事务未提交之前员工是无法进行查看余额的操作。紧接着老板提交事务,在这之后员工可以进行查看操作。然后员工觉得不对劲又查看了一次(员工之前的事务尚未提交),发现现在余额是一万元。即员工在同一事务下两次相同查看操作得到的结果不一致。
3. REPEATABLE-READ(可重复读)
在该隔离级别下两个事务同时进行,其中一个事务修改数据不会对另一个事务造成影响,即使修改的事务已经提交也不会对另一个事务造成影响。因此,该隔离级别不会出现不可重复读的情况。但是,该级别下会出现幻读。
幻读:是指当事务不是独立执行时发生的一种现象,例如第一个事务对一个表中的数据进行了修改,这种修改涉及到表中的全部数据行。同时,第二个事务也修改这个表中的数据,这种修改是向表中插入一行新数据。那么,以后就会发生操作第一个事务的用户 发现表中还有没有修改的数据行,就好象发生了幻觉一样.
锁情况:事务在读取某数据的瞬间,必须先对其加行级共享锁,直到事务结束才释放;事务在更新某数据的瞬间,必须先对其加行级排他锁,直到事务结束才释放。因此,事务在读取数据的时候其他事务是可以对该数据进行读取操作,因此避免了不可重复读的情况。但是无法避免幻读的发生。
问题举例:目前分数为90分以上的的学生有15人,事务A开启,并读取所有分数为90分以上的的学生人数(事务对该数据增加了行级共享锁),发现有15人,暂不提交事务。此时,事务B开启,并插入一条分数为99的学生记录,然后提交事务。此时,事务A再次读取90分以上的的学生,发现记录为16人,多了一个人。此时产生了幻读。
--实例(设置方法)
USE AdventureWorks; SET TRANSACTION ISOLATION LEVEL REPEATABLE READ BEGIN TRAN SELECT SalesOrderID, SalesOrderDetailID, ProductID, OrderQty FROM Sales.SalesOrderDetail WHERE SalesOrderID = 43659
4.SERIERLIZED(可串行化)
该事务隔离级别最严厉,在进行查询时就会对表加上共享锁,其他事务对该表将只能进行读操作,而不能进行写操作。
锁情况:事务在读取数据时,必须先对其加表级共享锁,直到事务结束才释放;事务在更新数据时,必须先对其加表级排他锁,直到事务结束才释放。因此,事务A在查询数据的时候就对该表增加了表级共享锁,其他事务只可以对该表进行查询操作直到事务A提交。所以避免了幻读的产生。
现象:事务1正在读取A表中的记录时,则事务2也能读取A表,但不能对A表做更新、新增、删除,直到事务1结束。(因为事务一对表增加了表级共享锁,其他事务只能增加共享锁读取数据,不能进行其他任何操作)
事务1正在更新A表中的记录时,则事务2不能读取A表的任意记录,更不可能对A表做更新、新增、删除,直到事务1结束。(事务一对表增加了表级排他锁,其他事务不能对表增加共享锁或排他锁,也就无法进行任何操作)
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