MySQL事务隔离级别

一、事务的基本要素(ACID)

  • 原子性(Atomicity):事务开始后所有操作,要么全部做完,要么全部不做,不可能停滞在中间环节。事务执行过程中出错,会回滚到事务开始前的状态,所有的操作就像没有发生一样。也就是说事务是一个不可分割的整体,就像化学中学过的原子,是物质构成的基本单位。
  • 一致性(Consistency):事务开始前和结束后,数据库的完整性约束没有被破坏 。比如A向B转账,不可能A扣了钱,B却没收到。
  • 隔离性(Isolation):同一时间,只允许一个事务请求同一数据,不同的事务之间彼此没有任何干扰。比如A正在从一张银行卡中取钱,在A取钱的过程结束前,B不能向这张卡转账。
  • 持久性(Durability):事务完成后,事务对数据库的所有更新将被保存到数据库,不能回滚。

二、事务的并发问题

  • 脏读:事务A读取了事务B更新的数据,然后B回滚操作,那么A读取到的数据是脏数据
  • 不可重复读:事务 A 多次读取同一数据,事务 B 在事务A多次读取的过程中,对数据作了更新并提交,导致事务A多次读取同一数据时,结果 不一致。
  • 幻读:系统管理员A将数据库中所有学生的成绩从具体分数改为ABCDE等级,但是系统管理员B就在这个时候插入了一条具体分数的记录,当系统管理员A改结束后发现还有一条记录没有改过来,就好像发生了幻觉一样,这就叫幻读。
  • 小结:不可重复读的和幻读很容易混淆,不可重复读侧重于修改,幻读侧重于新增或删除。解决不可重复读的问题只需锁住满足条件的行,解决幻读需要锁表

三、MySQL事务隔离级别

事务隔离级别 脏读 不可重复读 幻读
读未提交(read-uncommitted)
读已提交(read-committed)
可重复读(repeatable-read)
串行化(serializable)

 

MySQL默认的事务隔离级别为:repeatable-read(可重复读)

mysql> select @@tx_isolation;
+-----------------+
| @@tx_isolation  |
+-----------------+
| REPEATABLE-READ |
+-----------------+
1 row in set (0.00 sec)

四、示例说明各个隔离级别的情况

一、读未提交(read-uncommitted)

1)打开一个客户端A,并设置当前事务模式为read uncommitted(未提交读),查询表relax的初始值

mysql> set session transaction isolation level read uncommitted;
Query OK, 0 rows affected (0.00 sec)

mysql> select @@tx_isolation;
+------------------+
| @@tx_isolation   |
+------------------+
| READ-UNCOMMITTED |
+------------------+
1 row in set (0.00 sec)

mysql> start transaction;
Query OK, 0 rows affected (0.00 sec)

mysql> select * from relax;
+----+-------+-------+
| id | name  | money |
+----+-------+-------+
|  1 | jay   |   500 |
|  2 | relax |  1000 |
|  3 | 1Q84  |  3000 |
+----+-------+-------+
3 rows in set (0.00 sec)                                                                   客户端A 

2)在客户端A的事务提交之前,打开另一个客户端B,更新表relax:

mysql> start transaction;
Query OK, 0 rows affected (0.00 sec)

mysql> update relax set money = money - 250 where id = 1;
Query OK, 1 row affected (0.00 sec)
Rows matched: 1  Changed: 1  Warnings: 0

mysql> select * from relax;
+----+-------+-------+
| id | name  | money |
+----+-------+-------+
|  1 | jay   |   250 |
|  2 | relax |  1000 |
|  3 | 1Q84  |  3000 |
+----+-------+-------+
3 rows in set (0.00 sec)                                                                   客户端B

3)这时,虽然客户端B的事务还没提交,但是客户端A就可以查询到B已经更新的数据:

mysql> start transaction;
Query OK, 0 rows affected (0.00 sec)

mysql> select * from relax;
+----+-------+-------+
| id | name  | money |
+----+-------+-------+
|  1 | jay   |   500 |
|  2 | relax |  1000 |
|  3 | 1Q84  |  3000 |
+----+-------+-------+
3 rows in set (0.00 sec)

mysql> select * from relax;
+----+-------+-------+
| id | name  | money |
+----+-------+-------+
|  1 | jay   |   250 |
|  2 | relax |  1000 |
|  3 | 1Q84  |  3000 |
+----+-------+-------+
3 rows in set (0.00 sec)                                                                   客户端A

4)一旦客户端B的事务因为某种原因回滚,所有的操作都将会被撤销,那客户端A查询到的数据其实就是脏数据:

mysql> select * from relax;
+----+-------+-------+
| id | name  | money |
+----+-------+-------+
|  1 | jay   |   250 |
|  2 | relax |  1000 |
|  3 | 1Q84  |  3000 |
+----+-------+-------+
3 rows in set (0.00 sec)

mysql> rollback;
Query OK, 0 rows affected (0.00 sec)

mysql> select * from relax;
+----+-------+-------+
| id | name  | money |
+----+-------+-------+
|  1 | jay   |   500 |
|  2 | relax |  1000 |
|  3 | 1Q84  |  3000 |
+----+-------+-------+
3 rows in set (0.00 sec)                                                                   客户端B

5)在客户端A执行更新语句 update relax set money = money - 250 where id = 1,jay的money没有变成0,居然是250,是不是很奇怪,数据不一致啊,如果你这么想就太天真了,在应用程序中,我们会用500-250=250,并不知道其他会话回滚了,要想解决这个问题可以采用读已提交的隔离级别。

mysql> select * from relax;
+----+-------+-------+
| id | name  | money |
+----+-------+-------+
|  1 | jay   |   250 |
|  2 | relax |  1000 |
|  3 | 1Q84  |  3000 |
+----+-------+-------+
3 rows in set (0.00 sec)

mysql> update relax set money = money - 250 where id = 1;
Query OK, 1 row affected (0.00 sec)
Rows matched: 1  Changed: 1  Warnings: 0

mysql> select * from relax;
+----+-------+-------+
| id | name  | money |
+----+-------+-------+
|  1 | jay   |   250 |
|  2 | relax |  1000 |
|  3 | 1Q84  |  3000 |
+----+-------+-------+
3 rows in set (0.00 sec)                                                                   客户端A

二、读已提交(read-committed)

1)打开一个客户端A,并设置当前事务模式为read committed(读已提交),查询表relax的所有记录:

mysql> set session transaction isolation level read committed;
Query OK, 0 rows affected (0.00 sec)

mysql> select @@tx_isolation;
+----------------+
| @@tx_isolation |
+----------------+
| READ-COMMITTED |
+----------------+
1 row in set (0.00 sec)

mysql> start transaction;
Query OK, 0 rows affected (0.00 sec)

mysql> select * from relax;
+----+-------+-------+
| id | name  | money |
+----+-------+-------+
|  1 | jay   |   500 |
|  2 | relax |  1000 |
|  3 | 1Q84  |  3000 |
+----+-------+-------+
3 rows in set (0.00 sec)                                                                   客户端A

2)在客户端A的事务提交之前,打开另一个客户端B,更新表relax:

mysql> start transaction;
Query OK, 0 rows affected (0.00 sec)

mysql> update relax set money = money + 150 where id = 3;
Query OK, 1 row affected (0.00 sec)
Rows matched: 1  Changed: 1  Warnings: 0

mysql> select * from relax;
+----+-------+-------+
| id | name  | money |
+----+-------+-------+
|  1 | jay   |   500 |
|  2 | relax |  1000 |
|  3 | 1Q84  |  3150 |
+----+-------+-------+
3 rows in set (0.00 sec)                                                                   客户端B

3)这时,客户端B的事务还没提交,客户端A不能查询到B已经更新的数据,解决了脏读问题:

mysql> select * from relax;
+----+-------+-------+
| id | name  | money |
+----+-------+-------+
|  1 | jay   |   500 |
|  2 | relax |  1000 |
|  3 | 1Q84  |  3000 |
+----+-------+-------+
3 rows in set (0.00 sec)                                                                   客户端A

4)客户端B的事务提交

mysql> update relax set money = money + 150 where id = 3;
Query OK, 1 row affected (0.00 sec)
Rows matched: 1  Changed: 1  Warnings: 0

mysql> select * from relax;
+----+-------+-------+
| id | name  | money |
+----+-------+-------+
|  1 | jay   |   500 |
|  2 | relax |  1000 |
|  3 | 1Q84  |  3150 |
+----+-------+-------+
3 rows in set (0.00 sec)

mysql> commit;
Query OK, 0 rows affected (0.00 sec)                                                            客户端B

5)客户端A执行与上一步相同的查询,结果 与上一步不一致,即产生了不可重复读的问题

mysql> select * from relax;
+----+-------+-------+
| id | name  | money |
+----+-------+-------+
|  1 | jay   |   500 |
|  2 | relax |  1000 |
|  3 | 1Q84  |  3000 |
+----+-------+-------+
3 rows in set (0.00 sec)

mysql> select * from relax;
+----+-------+-------+
| id | name  | money |
+----+-------+-------+
|  1 | jay   |   500 |
|  2 | relax |  1000 |
|  3 | 1Q84  |  3150 |
+----+-------+-------+
3 rows in set (0.00 sec)                                                                   客户端A

三、可重复读(repeatable-read)

1)打开一个客户端A,并设置当前事务模式为repeatable read,查询表relax的所有记录

mysql> set session transaction isolation level repeatable read;
Query OK, 0 rows affected (0.00 sec)

mysql> select @@tx_isolation;
+-----------------+
| @@tx_isolation  |
+-----------------+
| REPEATABLE-READ |
+-----------------+
1 row in set (0.00 sec)

mysql> select * from relax;
+----+-------+-------+
| id | name  | money |
+----+-------+-------+
|  1 | jay   |   500 |
|  2 | relax |  1000 |
|  3 | 1Q84  |  3000 |
+----+-------+-------+
3 rows in set (0.00 sec)                                                                   客户端A

2)在客户端A的事务提交之前,打开另一个客户端B,更新表relax并提交                                                          

mysql> select @@tx_isolation;
+-----------------+
| @@tx_isolation  |
+-----------------+
| REPEATABLE-READ |
+-----------------+
1 row in set (0.00 sec)

mysql> start transaction;
Query OK, 0 rows affected (0.00 sec)

mysql> update relax set money = money + 50 where id = 1;
Query OK, 1 row affected (0.00 sec)
Rows matched: 1  Changed: 1  Warnings: 0

mysql> commit;
Query OK, 0 rows affected (0.00 sec)                                                            客户端B

3)在客户端A查询表account的所有记录,与步骤(1)查询结果一致,没有出现不可重复读的问题

mysql> select * from relax;
+----+-------+-------+
| id | name  | money |
+----+-------+-------+
|  1 | jay   |   500 |
|  2 | relax |  1000 |
|  3 | 1Q84  |  3000 |
+----+-------+-------+
3 rows in set (0.00 sec)

mysql> select * from relax;
+----+-------+-------+
| id | name  | money |
+----+-------+-------+
|  1 | jay   |   500 |
|  2 | relax |  1000 |
|  3 | 1Q84  |  3000 |
+----+-------+-------+
3 rows in set (0.00 sec)                                                                  客户端A

4)在客户端A,接着执行update relax set money= money- 50 where id = 1,money没有变成500-50=450,jay的money值用的是步骤(2)中的550来算的,所以是500,数据的一致性倒是没有被破坏。可重复读的隔离级别下使用了MVCC机制,select操作不会更新版本号,是快照读(历史版本);insert、update和delete会更新版本号,是当前读(当前版本)。

mysql> select * from relax;
+----+-------+-------+
| id | name  | money |
+----+-------+-------+
|  1 | jay   |   500 |
|  2 | relax |  1000 |
|  3 | 1Q84  |  3000 |
+----+-------+-------+
3 rows in set (0.00 sec)

mysql> update relax set money= money- 50 where id = 1;
Query OK, 1 row affected (0.00 sec)
Rows matched: 1  Changed: 1  Warnings: 0

mysql> select * from relax;
+----+-------+-------+
| id | name  | money |
+----+-------+-------+
|  1 | jay   |   500 |
|  2 | relax |  1000 |
|  3 | 1Q84  |  3000 |
+----+-------+-------+
3 rows in set (0.00 sec)                                                                  客户端A

5)重新打开客户端B,插入一条新数据后提交

mysql> start transaction;
Query OK, 0 rows affected (0.00 sec)

mysql> insert into relax values(4,'kebo',5000);
Query OK, 1 row affected (0.00 sec)

mysql> commit;
Query OK, 0 rows affected (0.01 sec)                                                           客户端B

6)在客户端A查询表relax的所有记录,没有查出新增数据,所以没有出现幻读

mysql> select * from relax;
+----+-------+-------+
| id | name  | money |
+----+-------+-------+
|  1 | jay   |   500 |
|  2 | relax |  1000 |
|  3 | 1Q84  |  3000 |
+----+-------+-------+
3 rows in set (0.00 sec)                                                                  客户端A

四、串行化(serializable)

串行化是4种事务隔离级别中隔离效果最好的,解决了脏读、可重复读、幻读的问题,但是效果最差,它将事务的执行变为顺序执行,与其他三个隔离级别相比,它就相当于单线程,后一个事务的执行必须等待前一个事务结束。

 

补充:

1、事务隔离级别为读提交时,写数据只会锁住相应的行

2、事务隔离级别为可重复读时,如果检索条件有索引(包括主键索引)的时候,默认加锁方式是next-key 锁;如果检索条件没有索引,更新数据时会锁住整张表。一个间隙被事务加了锁,其他事务是不能在这个间隙插入记录的,这样可以防止幻读。

3、事务隔离级别为串行化时,读写数据都会锁住整张表

4、隔离级别越高,越能保证数据的完整性和一致性,但是对并发性能的影响也越大。

 

posted @ 2021-09-13 10:49  市井丛林  阅读(37)  评论(0)    收藏  举报