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MVCC实现原理一

2023-05-11 21:50:54阅读 559
# 1 MVCC介绍 MVCC是一种并发控制的方法,一般在数据管理系统中,实现对数据库的并发访问,在编程语言中实现事物内存。 MVCC在MySQL InnoDB中的实现主要是为了提高数据库并发性能,用更好的方式去处理读-写冲突,做到即使有读写冲突时,也能做到不加锁,非阻塞并发读。 # 2 乐观锁、悲观锁、MVCC比较 悲观锁:可以解决读-写冲突,写-写冲突。读和写都会加锁,可以解决脏读、幻读、不可重复读、数据修改丢失 乐观锁:可以解决写-写冲突的另一种不加锁的方式。乐观并发控制适用于低数据争用,写冲突比较少的环境;无法解决脏读,幻读,不可重复读,但是可以解决更新丢失问题 MVCC:是一种用来解决读-写冲突的无锁并发控制。读操作只读该事务开始前的数据库的快照。 这样在读操作时就不用阻塞写操作,写操作也不用阻塞读操作;不仅可以提高并发性能,还可以解决脏读,幻读,不可重复读等事务问题。 # 3 当前读和快照度 **当前读** 读取的是记录的最新版本,读取时还要保证其他并发事物不能修改当前记录,会对读取的记录进行加锁。 使用Next-Key Lock (行锁和间隙锁)进行加锁来保证不出现幻读,Next-Key Lock 是行锁(Record Lock)和间隙锁(Gap Lock)的结合,行锁只能锁住已经存在的行,为了避免插入新行,需要依赖间隙锁。 例子:共享锁和排他锁都是一种当前读 **快照读** 快照读的前提是隔离级别不是串行级别,串行级别下的快照读会退化成当前读;之所以出现快照读的情况,是基于提高并发性能的考虑,快照读的实现是基于多版本并发控制,即MVCC,可以认为MVCC是行锁的一个变种,但它在很多情况下,避免了加锁操作,降低了开销;既然是基于多版本,即快照读可能督导的并不一定是数据的最新版本。 例子:不加锁的select操作就是快照读,即不加锁的非阻塞读 总结:MVCC就是为了实现读-写冲突不加锁,而这个读指的就是快照读,而非当前读,当前读实际上是一种加锁的操作,是悲观锁的实现。 **当前读、快照度和MVCC之间的关系** MVCC多版本并发控制是【维持一个数据的多个版本,使得读写操作没有冲突】的概念,只是一个抽象概念,并非实现。 因为MVCC只是一个抽象概念,要实现这么一个概念,MYSQL就需要提供具体的功能去实现它,【快照读就是MySQL实现MVCC理想模型的其中一个非阻塞读功能】。而相对而言,当前读就是悲观锁的具体功能实现深入研究,快照读本身也是一个抽象概念,MVCC模型在MYSQL中的具体实现是由3个隐式字段,undo日志,Read View等去完成的。 # 4 MVCC能解决什么问题,好处是? **数据库并发场景:** 读-读:不存在任何问题,也不需要并发控制 读-写:有线程安全问题,可能会造成事物隔离性问题,可能遇到脏读,幻读,不可重复读 写-写:有线程安全问题,可能会存在更新丢失问题,比如第一类更新丢失,第二类更新丢失 **MVCC带来的好处是?** 多版本并发控制 是一种用来解决 读-写冲突的无锁并发控制,也就是为事物分配单向增长的时间戳,为每个修改保存一个版本,版本与事务时间戳关联,读操作只读该事务开始前的数据库的快照。所以MVCC可以为数据库解决以下问题: 在并发读写数据库时,可以做到在读操作时不用阻塞写操作,写操作也不用阻塞读操作,提高了数据库并发读写的性能同时还可以解决脏读,幻读,不可重复度等事务隔离问题 ,但不能解决更新丢失问题 **MVCC形成的两个组合:** `MVCC + 悲观锁` MVCC解决写-读冲突,悲观锁解决写写-冲突 `MVCC + 乐观锁` MVCC解决读写冲突,乐观锁解决写写冲突。 # 5 MVCC实现原理 ### 隐式字段 隐式字段: 每行记录除了我们自定义的字段外,还有数据隐式定义的 DB\_TRX\_ID,DB\_ROLL\_PTR,DB\_ROW\_ID等字段 DB\_TRX\_ID 6字节,最近修改(修改、插入)事务ID:记录创建这条记录、最后一次修改该记录的事务ID。此外delete操作在内部被视为更新,只不过会在记录头Record Header中的deleted\_flag字段将其标记为已删除。 DB\_ROLL\_PTR 7字节,回滚指针,指向这条记录的上一个版本(undo log)(存储于 rollback segment 里),如果该行未被更新,则为空 DB\_ROW\_ID 6字节,隐含的自增ID(隐藏主键),如果数据表没有主键且该表没有唯一非空索引时,InnoDB会自动以DB\_ROW\_ID产生一个聚簇索引 实际上还有一个删除flag隐藏字段,既记录被更新或删除并不代表真的删除,而是删除flag变了   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ghhBBPrhUb7M/QNI2xsTGi0ShutxubzTanDfzMg4HBYCCRSABk9m9mnqqqpFIpkskkiqJgMplQVRVN05iamgLAbrdnmr8MDQ0Bs79mm0qlSCQSGAyGWcdv5hQspunMgywrhBBCCCF+2hYd7M/XbEYIIYQQQgixfC062BdCCCGEEEI8WdT7LyKEEEIIIYR4EkmwL4QQQgghxAolwb4QQgghhBArlAT7QgghhBBCrFAS7AshhBBCCLFCSbAvhBBCCCHECiXBvhBCCCGEECuUBPtCCCGEEEKsUBLsCyGEEEIIsUJJsC+EEEIIIcQKJcG+EEIIIYQQK5QE+0IIIYQQQqxQEuwLIYQQQgixQkmwL4QQQgghxAolwb4QQgghhBArlAT7QgghhBBCrFAS7AshhBBCCLFCSbAvhBBCCCHECiXBvhBCCCGEECuUBPtCCCGEEEKsUBLsCyGEEEIIsUIZ55v4+eefU1dXx9jY2ONOjxBCCCGEEOIBlJSUUFtby6ZNm+bMmzfYb21t5fz58ySTyUeeOCGEEEIIIcQP19raSkVFxeKD/WQySTKZpPpgNdW11Y88geLe6uvqqX+vXs7HMtF3uY+GugZG20blnIjHSsoCsZQm+yepr6un60yX5EEhlon4ZJyb/7jJwLkBTCbTvMvMG+zPsAftBNcEH0nixOJ1nO4A5HwsF1PDUxit+qUj50Q8TlIWiKVkdpmxeqyA5EEhlovoWBSb34bBYMBgMMy7jHTQFUIIIYQQYoWSYF8IIYQQQogV6p7NeIQQ4idPg/hUHACzw7zEiRFPKi2toWkaiqqgKMpSJ0eIJ1I6nQZAURS0pAYKqEapt74fCfaFEE+s6FiUib4JrB4rrnzXotbR0hpDjUMAuPJcKKqCxW1ZcPmpkSmaDjdhspuofL0So2VusZmKpej9pheD2UD+1vw587vOdgEQ2h5aVBrFk2O0bRQAX6nvnssNXB/g9tXb5G7IJWdDzuNImhDLlpbWAFDU7x9808k0k32TKAZlwfK86XATAGV7ymj5pAWTw0RFTcWs7UYGI6TjaezZdowWIwPXBxhrHyN7XTbeEu/3v5dO01DXgKIqK76zuQT7QjxiUyNTNNQ10H6yHQDVpOLIdpD/dD6hHSHc+e55l7P5bZTtKaP0xVLMroVrlOds36jiLnBTXlNOwTMFmeA0GU3Sd7mP9s/bGWvXv6HhK/NRtqeM3A25qCaVrrNddJ/ppnB7IaHn9MA0nUzT8H4Dw7eGqX69mkB1AICRlhGajjThL/Oz+pXVME9l5czoMQDVB6spfrF4UcdiRrg3TMfnHThznUTHotz6+BYGiwGT3UR5TTnxSJxbH93CYDZgdOj7WfJCCeV7yu9Z29NzoQctpeHKdXH76m1KXiwhf0s+qmHuOla3FXvAzmT/JFNDU7gL3HOWGWsfY6B+gMDqAF1numg/2Y67UF9utGWUsU79eHec7qD0xVJyNuRw6+NbJGNJKvZWZDo9LoVHnT9hdj6427z54q48HB2LUv9ePQr6TdmR7QCg79s+2k60kfNUDmW7y2YFDvP99o/Jg0ONQ2ialglSZkT6IwA4chyzpgeqA5S+VIo7383k7UlaPmmh88tOur7qwuKd+3BZsquE8t3lqGb1B6c5GU0um3y11J6kcndmWxa3hera6kzZtdD0xabJYDHgLfZS/nI5+U/nz8lbd1vMtTizXzPXhSPbwfToNM1HmzGY5u8cOiOVSFGxr4LVP19N2+dtJKYTlNeUY/PZMst0nesiMZWg+mD1vJUwU8NTgB7UTw9Pk4qnSMVThHvC+gP1t7cZbR8lf0s+a2rX4Mh2MHBjgHBnmOz12bM3pkFkIIJi+L7cWKnXkAT7Qjxi6USaib4J/OV+qmur0TSNSH+Evkt9DN4cZPWB1eRtzpu13OrXVtN/pZ/2U+2YrCbKXi5b9PZTiRTd57ppPNwIQPGuYhLTCZo/aqbrTBfZ67Ip21MGaei/1s+Nv99gamiKst1lmGwmJvomGGkeofDZQhRVYbJ/kv7r/QxcHSDvqbxMsB/uDDPRM0HWqqx5A32A4NognV91YvVYCT0fWvSxUBSFVDxFx8kOJm9PUvhcIe1ftJNVmUWwOshgwyB9l/qwB+1s/D82Ys+yM3hzkJ5velBQ5g36ZiiqQmo6RSqRImdjDologqmhKRJTCSwuCw3vN9DwQcOsdeITcZLxJG2ftWEwf39DK9hWQOWBSvqv9dN2oo3Ba4OU/KyEYHWQ+GSc4LogxTuKaTqi10YZbUbGu8bJ35KPJ+Th1ie36D7bTfne8iVr2vGo8ydA0c4iAlUBPRh5rwGrx0pVbRWqqmIP2u+bhwufLcSZ7aT1s1Y8xR4q9lUQG4/R+WUn8Yk43hLvguf8YeXBqoNV89747wzK72Sym7D5bEwNTdF0pInB+kF8ZT5Cz4fI3ZiLgkI8EqftizZGbo1gtBhRjMqPSrPBbFg2+WqpPUnl7sy2ktEkmqbN+Y27py82Tcloku6vu2n4oAEtrRF6LvSjr8XiXcWzrouCZwoYbh7GV+ZjzZtrZgXOd7v57k0iAxFUo4q/wk/D4QaajzZjspjo+LIDND2Y11Iavd/0Zh5ugtVBKvZV4CnyzNpeYjpB+8l2Ok51kE6lceW58BR5KNxeiC3LhqIqhHvDDNYP0n22m9tXb2OwGKh8rZKq16rmTeNKvYYk2BfiMbEH7ASqA6gGleTqJFmVWTQebqT1eCtWnxWz05xZLntdNhaXhZFbI4x1jultfe9T4GS2r6qY7Cau/K8rjLSMULSziP4r/fRe7CV3Uy6rf746U2Piq/DR8EED3ee6cRe48RR5sAfshHvCTI1M4Qg4CHeFSUwlSCX12pN0Mo1qUJnonUBVVTwhz4JpsnqtWL1W7Fl27AE7U0NTizoW/nI/w43DjLaNEqwK4gl5UFQFm99GOpkmOhIllUgx3DzMwPUBVJPKZO8k0fEoU4NTqEaV+FScxkONcxOlweTtSQB6L/USj8TRUhoDNwZYc3ANRTv0m+Gdbv7jJslYkjW1azLDroI+FGGkP8Jw0zDlNeWUvFCCyWai86tOktEkQ/VDDDUOMdqqN/WYOYc2v43CZwu5ffk2/Vf7Ca4N3vM4Pg6PMn86gg4cQQeT/ZOZ/BCsDmbepEz2T85Owzx5OPRciOHmYbrPdxOsDjJya4Rwd5iSXSX4ShZuQvOw8mDO+hxUo0rD+3qt50xt5FCT3iQsEUkAev+OkhdKWLV/FZGBCI2HGolNxNj2P7cx2T9J3+U+tLSGI+Cg50IPqWSKdf+0jtyncjMPLD8mzYHqwLLKV0vtSSh37UH7I9lnRVEwOUxc+9M1hpuGKdxe+FCuxTuvC3dIf0Niz7KTVZk179vRO9OViqdQVAV/hZ+1b61FMSiYHWYMZgPjPeNUVVVhdprpu9SH0WYk7+k8bD4bXWe7OP3/nGaiZwKA5HSS6eFpPEUeVu1fhT1gx+wyY3aYCXeH6TnfQyKSIDoeJZ1Ms+3/3EbW6qxMOhaiqMqKvIaWdbA/80oqlUxh9VrpOtMFmv6avnR3KTafjchAhNbPWun6qotUMkVoe4iKvRWoJpWGugZikzGMFiODNwbJ35JP1uosus93M9w4TP7mfFa9sgpXnot0Ok3/lX6ajzQz1jGGM9fJqv2rKNhagGqSzh/3stA5cOY4ScVTdJ3tovlYM7GxGIGqAImpBFmrsqiq1Z+sf2rHXVEVTDaTXgOxtZCmD5sYvDFIwTMF3y+jKBhMBowWIwaT4YFqFhSDgslqQjWqmWYHg/WDqAaVwm2F2PzfvzK1Z9nJfSqX0dZRhpuGCa4J4i50M3B9gMmeST3Y7w5jcVoIVAb0piyDUxhtRsK9Yax+a6a5ysM8Fv5yP8PNw6QSKXwVvu9faw9MgQLZG7IJPRsinUzDdxVe6VQaTdO4dewWE30TrNq/isDqwJzfTEaTNB5uxGgzUnmgMjPd5DBhD9gx2Uxzbgb2gJ3EdIKs1VmY7LM/WjLeOc706DTh7jBTw1NYXBYUg0Le03l4Qh5Cz4YyNfsz45/lbcrDZDPhK/Mx1jnG6K3RZXNDedT5c1FpuCsPK4qCI9tB6LkQDR806A9f00nchW4Ktv+4suKB8+DQFCO3RnAE9WY70dEoQKaJRmwiRs46vU2+xWWh+IViDCYDjhwHRquRvkt91P+jnmQ8iT1gp+xnZXhCnlkPkT8mzcs1Xy215VzuPuxgf4ZqVDE7zagmFS19/weX+cx3Lc53Xcyor6vXa+ttejmZmE6wav+qWW3iey/0Mjk4Sd7TebjyXNy+cpv+G/14Qh5cBS5sXhuKQaHl0xYSXyVYtW8VJS+WkLMuh/oPvnuT9kY13Re6afm4hWt/uobBYgAFNE0jOZ0kWB3U44+vuuj9ppfR1lFMdhN2v53K1yop2lG04D6vxGtoWQf7M6+ThpuGqXy1ko2/3EjfpT46TnVgdpupqKkgMZXAmeNkwy82MNY5Rs/5Hmw+GwXbCpjom2C8c5yq16swO8x0neti4OYAoe2hTK2KM9eJ64CLvkt9NB9pxpnjpOzlMgauDdB6vFXvcLdlboc78b2FzkHlq5X0nO/h1tFbeEu85L2Rpzd3+LxNfx2u6W1uf6rHXVEUnHlOFINCZCCSCVpB7/DZf7Vfr2WomhuwLkhDb95wppNUPEVWRRbxyThTQ1NYfVZceXM7PTmCDgxGA1MjeiDtDrnpv95PuCeMt9RLuCeMzW8jUBVgsH6QcE8Ys8NMfDJO1uqse3Zu/aHHIhlNMtE3gdFsxJX7fZqtPismq4nkVJLJvkl6L/YS7gnP2tZo6yhlL5VhD9jnrcFJJfXX0qpBJVAZWLAJ0mLlrM/BU+ih8cNGVKNKKp6i/bN20GC4cZjhxmFGWkcAMNvNlPysBKtXbw7izHWipTXCfeF7/cSSeCT5czHmycOgB2t5T+cx3DRM4+FGApUBKn5eMau9749x9/7GwrF586Ajx8Ha/7GW4p3FANysuwnAmto1AHR+2Zk5v5GhCEMNQ4y2jOpvwkwqJoeJ6tpq3AVuRltHGWwcpPWzVtDAX+Fn1c9XzWn/v9g0zwRjyzlfLbVlWe7ev4XOg9NgemSazi87ScaS+Cv8P2gbd+9XMjZ/2TxjamhKb9Lzln493Hz3ZubN1AxnvpPb125TX1dP7sZcIrcjBKuDJKYSdH7ZSfb6bIwWI+V7yhm4oXdsL/1ZKVmVWdgDdtLJNFa/lZJdJeRtzCOVSKF8V5Br3x1Mq9tKdCyKt9RL7oZcRtr0MnhN7Ro6Tndw8Z2LaGh6HgC6vtIHUag6WEX1weoVdw0t62B/hq/cR+FzhbjyXJidZkZbRgl3hdE0DVeeC5vfRjwSJzoRJT4ZZ7JvMtOJylvkJX9rPvFwnMGbg5idZkLbQySmEgzWD2baw92+dBtFUSivKcdT5MHitnD9r9cZahpa8UHnj7XQOUhOJxm4MYDBYqD85XK8xV4sbgtDN/XX3qlY6id/3BVVQVP0Iflmgs7Gw410nukknUyTsz4Hi8eyqNfJjYcb6TrbhaZpeIu8rH5Fb5OanE6STqQxmU3z1oCqRlX/bU2/EXpCHoxmIxM9+sNyYjpBoDKAt9ibCfYtTj3Adxe679k+/ocei8RUglg4hslmmtVJzmAx4K/w03+lHy2tUfl6JalYatZ2Gj5oQDHpaWo41EDjoUb9DcB3+6qoCtGRKKV7SknGknNqVMc7x2n4oIG+S32ZaZP9eply+9vbs/a36vUqXPkuWj5pYeD6AACrD6xm2//cRnwijiPHMatmf9XPV2UCQdCbAamqSnwirte8PaRj+bA8zPy5GAvl4RlGixGj1UgikiCdSmOymh7qW4U793cm4J/Jg9Oj07R/3p7puDjSpAcPIy36v7HRGKB3XCz9WSlAJt/5V/kp3lWMxW3h1rFbpOIpCrYVEFwXJB6Of9/8zKTizHPO6QS82DTPHIvlnq+W2nIrd39shcO8aTrXhclmwl3opmJfBXlP558HujUAAB3VSURBVN1/xbu3Mc9+JSLzl813smfZ9b5c3/3/3Zy5TioPVBKbjGHz6RVJfRf79OtiawFml5nW460kphIU7SjCU+QhOhql53wPA9cGGLk1og/KYDHS+03vnO2rBpWKvRUU7ShibXAtBrOBq3+6CkBWZRY2v42iHUVoKY36unp9NJ439TcPjoD+oL3SrqEnIti3++04gg5Ug4rFY8FoN5KKp9DSGsPNwzQdaWJ6dBqzw0wsHJv1at/iseg3V03vMGX1WrFl6TVBRouRdCJNbCLG1PAUHac69Ndu39XOTQ1N4cp3rYgT/SgtdA5ikzGmR6ax+Wy48l2oRhWrz5oZiSI+Gf/JH/fpkWlIM6t2MrQ9RHVtNelkmqH6IRreb6B4V/F9h20MbQ+x6uer6P66m/5r/UTHoxhtRlRF1c/LRIxYODYnuI1PfDeG/HcFtyvfhSPHwUT/hB7wanpQ7ynSmxqEu8IYLUZUw73b6/+YY5FOpfXzb1BQ1dk3Sptff8Xb9nkbyXiSZCw5a/5Y2xjlu8sBKHquiMDqADf/cZN0Mk31m9UYTAbaP28nnUrPezwc2Q6qD1ZT/nJ5ZtpCbfbtATsGswFHtoPGw42kE2mceU6i41FMFhO3L98m3BPOtNmPDEX0ZojfBYOKquivntPao6nd+5EeZv5cjIXy8IyBmwMMNw2TvyUfLa3Re6kXX7lv3uFQf4g79zeVSM3KgxaXhaKdReRuyp21Tn3dd80Kvmum0HioES2ln0x3vpvBm4OZAF9RFSZ6J1AUJTMc64zyl8up2FeBwWwgMhj5QWmesdzz1VJbjuXuwxTaHqL6zWqMFiMmhwmb35ZpVvMg25hvvxJTiQXL5sVSDSpWrxWTQ39g6Pyyk8bDjcQn4rR/0Y7JbkI1qCSmE6BBxd4Ker7pof2LduITcQqfLaR8TznNHzXjynNR9cbszrYNhxsY7x5nsH6QhkMNjHeOM9mn90UYuD5A1WtVlL1cRjqVxh6woxgUgtXBWdtYadfQExHsK+r3o2soyncfJNEgHonT8WUHqViK9f+yXg8ww7H511UAZe7foD9hqyaVgmcKqK6tnnVR2IP2FdET+1G51zlQVAXFoGSGxjLZTKSiKZLTenCmmn7axz0xneD2lduAXtsw486OUWaXmcHGQYYahvTRce5xTOwBOzlP5eAt9kIaus504S3xkr0uG3exm87TnQw1DGWGLYTvxpxvHiKdTGfGHzZajHhCHiZuT9D9dTfeIi+ekAebz4Yz10n/tX5SsRTBquCix7Z/0GNhtOo1uMmoHswbLPoIOH2X+hjvHEdLaxRuLyQVSzE1MoWW1PQOdmuzGbgxgN1vzxyTmf/SiTSBygAGk4Fwd5jBm4NEBiOzjgeA0Wqc0w/hXm32ASxuC/aAXR8ObmSanvM9hJ4LUbyzGKPFmKnZX/3Kaqy+72v2k9Ek6XRaH4llmT3YPuz8uRgL5eGc9TlMj0zT8UUHikHhqf/tKXov9XL7ym2yVmVR+Ezhj/pdmLu/Vq91Vh7svdCrN7e5y8yD3PTI9Ky/08k0pbtLKdpRRLA6SDqZZvDmIH2X+whWB8nbpNe0ppIpmj5s0oOpB2i3P1+aZyznfLXUlmu5+zDZA3YCVYH7DoV5v23Mt1/eEu+s68JknF0eappG87HmzJvOsa4xVu1bNWf7/df7GW0bJbQ9RO5TuVg9VlqPt9J3qQ9vsZeyPWVYvVaGGoeIDEUo3lVM/uZ8mo82Y3FbcBfob5WtXuucJkpWj5V0Ko2/ws/Gf9tIMprk5j/05nZr/8fae3bQnbHSrqEnIthfSDqRJjau1yJb3VaGm4cJd4fv+3GTu5mdZrzFXrr7uomORglUB0jFUkwPTT+SV2wryb3OgcVlwZ3vputMF70Xe8nblEfvxV6GGobwhDw/zeOu6YVIuCtM62etjLSMULa7jKzVWUTHorOWS0QTjNwaIToe1Tt9LiKQUlQFe7adkpdKuPana7R/oY/3XrC1gJFbIzQcagAFvZ1jUu883f5FO7kbcsle990YxAp4ijx0ftXJWNsY+VvyM7Uf7kL95hWbiFG6u/TH1aje41gYTAbsWXbGOsb0Tq/f9QuwZ9kp2lHEZN8kiUiCid4J7Fl2bLk2UvEUsYkY453jxCfiBKoCC3Z8c+Y56b/aT7g7TPbabL3j8fAUzhznvK+dF2tmGMhEJEHfxT6mBqcI9y5csz89PI2iKfpvLof8/ojz52LMl4ddBS56zvYw2jZK2Z7v8ojVwEjzCB2nO/CV+uY8tP3Y/VUN6qw86Cn2YPVY6b/SP2sTMx10x9vH9b/HopT8rCTTn8BoNWL1WJkenWZyYBJ7lp2SF0tw5jgB/Q2nzWtbfGB2jzTPWHb5aqkt83J3ZiSnZDxJLBzLdHqdaaJ493Sj1fjQ3mY96H6t/8X62deFY/bb3azVerv6mQ/H9V/tn9U5eUa4K0xsLIbZbmZqcIqWT1swmAw8+389q49idKEX1aQSj8TJWpWlf99Egc4znd8lTv8oVuuJVoZbhmdte7xjnLI9ZZid5lmjLQGZ6+5+Vto19EQH+2aXmdyNuTTUNXDy/z6Jv8L/gzoLKqqijx0bS1FfV8+VP17BZDdRsKWA8pry+2/gJ+xe50AxKBTtLGJ6ZJor/+sKN/9xE1+JD2euE0VVUI3qT+q4z7SBNJgNmdqItW+vJbgmOKvgnllONapYPVYKny2kaOfCIwfcTVEUApUBCp/Vx6bv/rqb8t3lrHlzDR2nOrhZd5Nvf/8tqkHFkeOgZFcJoe0hLI7vrx13yI3Na8PkMOEucGduMp6QB6vXiqIqeAo99y0E279op/2LdlSj/lszIyAs5lh4S7yMdYwx1jGWeYB35bvIezqPpsNNJKNJjDYj6WSagmcLSMaStB1vA02/GQ42DhIkyOTgJBO9E0z0TPD1//s1kcEIOetzUAwKQw1DFGwtYLRllIEbA4SeC/2gYH96ZJrJ3km9P4PbgtFmZPL2JIHqANVvVNP5pX6DmlWzr8FY55h+LEuXfrSHx5U/F+PuPHzlD1eY7J/UR1J5phDVpOr9sbbkc+uTW3R93cXqV1bP26zgYeXB4ueL2firjcQj8Vnbv3uc/ZZPWrB6v++UqaU1RttGaTzUSHwyTuWrlZmmaqpBZaJvgvhUfNZbsh+T5uWWr5bak1DuzgT7t47eoud8j96CwaBkOoHfPX3NW2uofuPxfPH17v3qudCDp9iTuS7uHvu+YJs+upHZ8X2z0LslphNMj06TiCa49cktRppHCPeFKdxaSN5GfajNm/99k3BLmMpXK/Gv8s9bu66qKgWbC1jz5ppZ02++f3PW35qmN8Xpv9ZPMpokZ0NOpsJlXivwGlK0eb7U8Lvf/Y533nmHzf+xmS2/3bIU6QL0WuPIUESvYfmuWced0xxBB/GI3uM9FU9hdphJp9J6TYrPytTQVGZdLanNWi+dnL0dTdOIhfU25ql4CsWgYHVbsfqssz6isxS++d03XHzn4pKfj4XMjDpw9zlwBB2k02mio1GmR/VX3FPDUzQfbiarMoun/u0ptPTyPe4L6TjdwcXfXWSwfnBR52Qmz87UACqqgsFswOKyYPFYMvs533JGixGr36rXMC3wKnG+6wT0IQCjI1HMbjM2nw0tpenTRqMkY0kURcFoN2Lz2fSC+Y7Nayn9k+OJqQT2oB2LS38QSMVSRIYiaCkNe9B+33agkcEIU4PfjREetGPz2hZ1LEAf1eHqn6+imlSe+tenMkHVun9ex3DjMAaz3hyn5ZMWNE0jnUpjcVuo2FtBsDpIz/keWo+3EpuMYbaZsQVseIo9euex1VmEu8I0f9SMf5WfRCRBMpYktD2kDwN3V+1tZDCij40edMw5D6tfXU3xzmIGrg8QGYow3jGuv7Uq8TLUOES4K8xErz42tNVnxWgxUrGvAn+5n+v/fR27z866f143b/Oguz2KsuBR58/5fmum3J3Jc/fLw4pBQUtrGG1G7Fn2zG/FJvSyw+Ky6O2v50nCw8yDMxUZ6XiaVDJFMpbkxt9uYHaZ2fCvGwAyZd3M0NDNR5vpv9xPVmUWxS8U4y/z68Nvvl+vf71TUcjZkEPVG1WZJh0/Js3h7jDX/nbtgfLVYo13jXPxdxdpPtq8bO9HM56kcvfuNOgJAZvXhoY2Z7oj6Ji3KcpCabpf+h/kWjS7zWgpLXNdrP/n9Vz/y3WajzXftwIo3B2mbE8ZZXvKaPm0BU/IQ3BtkFQsRdvnbUz2TeIp9uAt9uIv89NyvIXhxmFyN+VSvKMYs9vMjf++gcVpYeOvNvLNO9/Q8nHLnKZQ4e4w5XvLefrfnwb0N6qX/r9LhHvCrHlzDbmbcrF59Qfui7+7iGJQZuXlR3kNPQrRsSjf/O4buj/u5re//S3/9E//NGeZZV2zr5rUOUNW3T3tztc0d7tzOcWkzPr77u0oipL5kIl4MPc6B5P9enMLV56LZCypDwMWT+Ir02tqZ9rcreTjPpPX5ht+7UGWm+8z52aXmTW1a/QvM97F4rJkgnTQ37Qs9lgrBn34vrsZLAb9deoDpGtmPPIZizkWoHfELd5ZTNtnbXR/3a2PFvTdDXtmyEx3oZusVVmkkqlMjb4tS++MVrCtAF+5T59uMWKwGDCYDZl/HdkO4hNxmj5qYrJ/kqrXq8jZkIO31Dvv8VyIPUt/GMrbnEdiMkF0XRSzy4zFbcm8op8ZXUXTNP0jNQ4Tnac7MRgMFL9Q/MCd5x6mx5k/5yvT7zX97jy80PzHlQfLdpfpX5UemKTxUCM9F3tw5czuIHhnp0+L00L+lnx9eNYi/a2YalQJrg1iD9pJxpKoBhWbz5YZOAK+/wjZg6Y5FdOHlV0O+WqpPUnl7v3ScPf0B03TvX5zsdPv3C8trWWui57zPbhDbta+vZaCrQX3fOjvOd+DxWMhnUjjCDrwlfnwl/nRkvpIZ2OtY9iy9NF5PCEP6wLrGGkaQTEpDDYM6mWmxUD+0/pIfaqqf8NgZiSdzPF5f/axsbqtmc7XvlJfJnhXFIXgmuCsNK/Ua2hZB/viyTc9NE3Th02Z4ensATulu0vJ3Zh7nzXF3WY+c34n1ag+sg+yLNajSpei6gWxK9+F0WwkvSmtd7JXlEyHXYPZsOCD5v1usGaHmeIXivW+IvEUjmwHFrflB383wGQzZWoEFVUfSGChG4WW1ij5WQlaWtPbs66ANqFLmT8fVx6cCQocQQdVb1RRursUs11/azQfo82of9hNYdbHhzL57CH3TVJNKiUvrqx8tdSWY7m71Gm687owmA2Zr+ber+x05jlB0/OpO+TGZNM/1oUBVv98NSUvlmDxWDA7zPr+ZNmxbNaHQPWX+8lem43BbMj0AZh5yL77LcemX22a9bfBbMh04r3zC7+KqpC/NT8zRj+s3GtIgn3xSPkr/Dz1vz9FfEpv52qy68OAzbTnE4s3X23fcvAo02W0GBfdoeqHMDvN3+fFh1CoK6oy68Zxr+UWMyLEk2Qp8+fjzoMGiwFXvgsX93k7oHDvr/s+5EBiJearpbYcy93lkKYfUjbf+cZjVkWIAraADRtzH5pnmlsZLcY5H9BbKK/PN/3OIP9Od8ciK/UakmBfPFImu2nZt3cTP3ErpOZGCCGEmM89g/1wZzjzCWGxdMKd4cy/cj6WXtdXXYx36cPsyTkRj5OUBWIpjXeNS9knxDIzPTaduTcs5J7BfudXndy+dvuhJko8uHhYbwIj52N5iE/EM8PvyTkRj5OUBWIppeIpyYNCLDNaUh/xyagZicVi8y5zz2A/NhEjNjH/iuLxk/Ox/Mg5EUtB8p1YapIHhVhekkqSaDQ677x7BvsHDx6ktrb2kSRKLF5dXR3vvfeenI9l4vLly9TV1dHW1ibnRDxWUhaIpdTf309dXR1nzpyRPCjEMjE5Ock//vEPzp07h9M5f6fpewb7wWCQNWvW3GsR8RicPn0akPOxXAwPD2O16kM6yjkRj5OUBWIpuVwuPB79i6KSB4VYHsbGxvD7/RgMBgyG+T9Geo8xwYQQQgghhBBPMgn2hRBCCCGEWKEk2BdCCCGEEGKFkmBfCCGEEEKIFUqCfSGEEEIIIVYoCfaFEEIIIYRYoSTYF0IIIYQQYoWSYF8IIYQQQogVSoJ9IYQQQgghVigJ9oUQQgghhFihJNgXQgghhBBihZJgXwghhBBCiBXKuNQJWKyRkRHq6upwu93U1tZiND4xSf/JmZyc5Ouvv+aLL77g9u3beDwe9uzZw86dO3E4HLOWPX36NHV1dWzfvl3O6wqnaRrDw8Ncu3YNn8/Hhg0bUFWpbxCPnuQ9sZQ0TePatWscOXKE9vZ2SktLeeWVV1i3bh2Kotx33Xvl3Yd5v11o/vj4OKdPn+bkyZOMjY2xefNmXn31VQoKCjKx2cmTJzPbKSkpoba2lk2bNt13+w+yvvjhnpjIKpFI0NfXRzQaRdO0pU6OuIeuri4GBgZ47rnnCAaDfPvttxw/fhyTycTu3btnLXf27FkuXbpEeXm5nNcV7ujRo3zwwQcMDw/zyiuvsH79+qVOkviJkLwnllJzczNHjx7F4XDwr//6r5w9e5ajR4/icrkoKSm557r3y7sP63670PxIJMLhw4e5efMmO3fuJD8/H5PJhNVqBb6PzcrLyzMBvM1mIxgMLmr7i11f/DhPTLAvnhzFxcVkZ2djs9mwWCy4XC5aW1vp6OhA0zQURSGZTPL1118zOjpKeXn5UidZPAaVlZUcPHiQEydOMD09vdTJET8hkvfEUrp+/TqRSISXX36ZdevWkUwm+eyzz2hqarpvsH+/vPsw7rf3mn/t2jVu3brFli1b2L17N1arlXQ6PefNWCAQoLq6GpPJ9EDbX8z64sd7YoP9dDrNlStXOHLkCB0dHeTm5rJ//362bt3KxMQEdXV1TExMYDabGR8fZ/v27bS0tMya9vLLL9Pa2sro6ChvvPEGubm5pFIpDh8+zNDQEK+++io5OTlLvatPHLvdjt1uz/xtNBoxmUyoqpp5ZVlfX09nZyerV6+Wi/snori4GKvVyoULF5Y6KeInRvKeWCrRaJTe3l7sdjtFRUWYzWZCoRAGg4GBgQFaW1v58MMPKSws5MCBA0xMTHDo0CFsNhuvvvrqffPuw7jfLjQ/nU7T1NSEoig89dRTmWZBBoPhgY6B3O+X3hMb7F+6dIkjR46Qk5PDyy+/zLVr1zh+/HjmQurr66OxsZHXX3+dl156CUVR+PLLL2dNy8nJob+/n6tXr3Lr1i1yc3Pp7u7m5s2b5OXl4fV6l3o3n3jpdJrGxkZSqVTmiX5ycpLz589jsVjYtm0b3d3dS5xK8TgYjUbpkyGWhOQ9sVSmpqaYnJzEZrNlgmW73Y6qqkxNTZGbm4vf7+fKlSuUlZVx+/Zturq62LNnD1arFYPBsOi8+0Put/eaH4lEGBwcJBKJcOzYMW7cuIHD4aCmpoYdO3Zgs9kyyx4+fJhvvvmGUCjE3r172bZtG2azedH3+4XWFw/HE1n6xWIxLl26hKIo1NTUUFRUhNvt5q9//StNTU2EQiFA7+Sxbds2QqEQAwMDc6YpikJ1dTWXLl3i1q1bPPvsszQ3N5NKpaiqqsJisSzlbq4I3377LWfOnKGyspKNGzdmpo2MjPD888/j9/uXOIVCCCHEo5FKpUgmkxgMhkyNuMFgQFEUNE3DZrOxa9cuenp6+Pvf/47D4WD16tVs3LjxgWvQf8j99l7zY7EY0WiUwcFBtm/fzjPPPMP58+f55JNPsFgs7Nq1C5/Pxy9/+Utef/11IpEIZ86c4f333wdgx44d9/39+60vHo4nJtjXNA1N0zJPw8PDw5w6dYr6+nqMRiPxeJyhoSHy8/NJp9MABINBsrOzZ73OunMaQFFRESUlJfT29tLU1ERzczNut5uqqqol29eV4tq1axw+fJj8/HxqampwOp309vZy+fJlcnJyeOqpp5icnFzqZAohhBCPhNlsxmw2E4/Hicfjmf8HsFgsKIpCQUEB69ev589//jMVFRVs2bJlVtOcxfgh99v7zVdVFYPBQEVFBc8//zxZWVnY7XY6OztpaWlh586dmdYUoVCIVCqF0+nkT3/6E7du3aKsrOy+9/t7rf/888/fd7QisThPTLAfjUZJp9PYbDasVismk4lnnnmG2traWa+SgsFgJtif7/XX3dNMJhPV1dX09PTw6aefkkgkqK6uxuPxPJ4dW6Fu3LjBBx98QDAY5LXXXiM7OxtFUWhububSpUuEw2G+/PJLEokEvb29GI1GLBYLr732mvSTEEIIsSI4HA58Ph+9vb2MjIzgdDoZHh5GURSysrIAPb7p6elB0zQmJyfp7u6moqJi0b/xQ++3Xq/3nvP379+P1+tlamoKi8WCwWDA6XRmOunOBOIz/xqNRlwuF2azmVQqtej7/ULrS6D/8Cz7YD8ajZJIJGhoaCAWixEKhXA6nRQXF9PX18fo6CjV1dXEYjGGhoZ+0PCNq1ev5vz58xw/fpwdO3ZQXV0tYzD/CPX19Rw+fJhAIMCrr75KXl5e5nhu2rSJUChEPB5HURSGh4epq6vD5XKxb98+fD7fEqdeCCGEeDiMRiPl5eU0NTVx8eJFrFYrly5dQlVVKisr0TSNc+fO0dPTw9tvv013dzdnz56lpKTkviP1wI+739psNjZv3rzg/OzsbFatWsXp06e5cOECW7du5fLly0xNTVFUVATobwcikQh5eXnEYjFOnTrFxMQEpaWli7rf32t98fAs+2D/22+/5f333yccDvPCCy+wefNmVFVl165dxGIx6urq+OMf/4jdbmfLli3U1NQ8cG9vt9tNWVkZXq+XnJycTJt/8cN88803fPzxx1itVk6fPp0peF5//XVqa2txu92ZZfv7+/F4PPh8PnJzc6Wn/gpWV1fH3//+dwYHBzEajZw5cwZFUTh48CC1tbVLnTyxgkneE0tp8+bNjIyM8Omnn3L48OFMJ9SSkhIaGxv58ssvKSws5KWXXuLWrVv893//NydPniQ7O5tjx47dM+/+2PttIBC45/ytW7cyOTnJhx9+yJ/+9Ce8Xi8vvPACW7duBaCvr4/333+fzs5ODAYD2dnZ1NTUsHXrVlwu131//17ri4dn2Qf7a9euzTTryMrKymScYDDIgQMHeO6554jH4xgMBtxuNz6fD0VR+M1vfjOryY7f758zbYaiKMRiMfLz86msrJSA80fat28fmzdvnjM9EAjMeS13r/MiVpadO3fO2xdGPp4iHjXJe2Ipud1uampqMrXoTqcTv9+P2WymqKiIX//619hsNlwuF2vWrOE///M/Mx+uul/efZj32/nmu1wuXnrpJTZs2EA8HsdisZCVlYXT6QSgqqqK3/zmN0xPT6MoCna7Hb/fP+frvQtt/0HWFz/cso+u3G73rCfDGaqq4vV6FxweMy8vb9bfJpNpzjSAeDxOS0sLV69epbCwUDrmPgTBYHDRN9GFzotYeR4kXwjxMEneE0tJUZQFY5m7x8m3Wq0UFBRk/r5f3n2Y99v55iuKgsvlwuVyzbuOw+FYdGA+3/YfZH3xwy37YP9RO3LkCIcOHWLdunXs3r0787QqhBBCCCHEk+4nH+zv3LmTtWvX4vV6M02AhBBCCCGEWAl+8sF+IBCY1UFFCCGEEEKIlULGlxRCCCGEEGKFkmBfCCGEEEKIFUqCfSGEEEIIIVYoCfaFEEIIIYRYoSTYF0IIIYQQYoWSYF8IIYQQQogVSoJ9IYQQQgghVigJ9oUQQgghhFihJNgXQgghhBBihbrnF3QvXLhAOp1+XGkRC7h48SIg52O5uHnzJm1tbYCcE/F4SVkgllJXV5fkQSGWmbGxscx1uZB5g32j0YjBYODmzZu0trY+ksSJxYtGowByPpaJaDRKLBYD5JyIx0vKArGU4vG45EEhlplUKkU0GsXj8WA0zl+HP+/Ul156Ca/Xy8jIyCNNoFicaDTK6OgoFosFv9+/1MkRQCKRQNM0zGbzUidF/ITMlAUmkwm/34+qSktM8XjFYjFSqRRms3nBwEII8fjl5+fz9NNPzztP0TRNu3vizFNCMpl85IkT95dOp0kkEqiqislkWurkCEDTNDRNk2BLPFZ3lgVGoxFFUZY6SeInJp1OZ8o+yX9CLB8mkwmr1TpvXDJvsC+EEEIIIYR48km1pBBCCCGEECvU/w97LLspzVJTfQAAAABJRU5ErkJggg==) 如上图,DB\_ROW\_ID 是数据库默认为该行记录生成的唯一隐式主键,DB\_TRX\_ID 是当前操作该记录的事务 ID ,而 DB\_ROLL\_PTR 是一个回滚指针,用于配合 undo日志,指向上一个旧版本。 ### **undo日志** 作用: * 当事务回滚时用于将数据恢复到修改前的样子 * 另一个作用是MVCC,当读取记录时,若该记录被其他事务占有或当前版本对该事物不可见,则可以通过 undo log 读取之前的版本数据,以此实现非锁定读 undo log主要分为两种: * insert undo log 代表事务在insert新纪录时产生的 undo log,因为insert 操作的记录只对事务本身可见,对其他事物不可见,故该 undo log 可以在事务提交后直接删除。不需要进行 purge操作 * update undo log 事务在进行 update 或 delete 时产生的undo log;在数据库中,事务执行更新或删除操作时会产生 undo log(撤销日志)用于记录变更之前的数据,以便在事务回滚时将数据还原回原始状态。这种类型的 undo log 通常在事务提交或回滚后不再需要,因此需要进行 purge(清除)操作以释放存储空间。同时,这种 undo log 也会在快照读(read-view)时用于提供可重复读取的一致性视图。因此,**它不能够在事务执行期间被删除。** purge 为了实现InnoDB 的MVCC机制,更新或者删除操作都只是设置 了一下老记录的 deleted\_bit,并不真正将过时的记录删除。 为了节省磁盘空间,InnoDB有专门的purge 线程来清理deleted\_bit 为true的记录。为了不影响MVCC的正常工作,purge线程自己也维护了一个read view(这个read view相当于系统中最老活跃事务的read view);如果某个记录的deleted\_bit为true,并且DB\_TRX\_ID相对于purge线程的read view可见,那么这条记录一定是可以被安全清除的。 对MVCC有帮助的实质是 update undo log,undo log实际上就是存在rollback segment中旧记录链,它的执行流程如下: 一、person表的某条记录 ![](data:image/png;base64,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) 二、事务1对该记录的name做出修改改为Tom 1. 在 事务1 修改该行(记录)数据时,数据库会先对该行加 排他锁(写锁) 2. 然后把该行数据拷贝到 undo log中,作为旧记录,既在undo log中有当前行的拷贝副本 3. 拷贝完毕后,修改该行name为Tom,并且修改隐藏字段的事务ID为当前事务1 的ID,我们默认从1 开始,之后递增,回滚指针拷贝到undo log的副本记录,既表示我的上一个版本就是它 4. 事务提交后,释放锁 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) 三、事务2 修改表中同一记录,将age修改为 30岁 1. 在事务2修改该行数据时,数据库也先为该行加锁 2. 然后把该行数据拷贝到 undo log 中,作为旧记录,发现该行记录已经有undo log了,那么最新的旧数据作为链表的表头,插在该行记录的undo log最前面 3. 修改该行 age为30岁,并且修改隐藏字段的事务ID为当前事务2 的ID,那就是2,回滚指针指向刚刚拷贝到undo log的副本记录 4. 事务提交,释放锁 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)   总结: 不同事务或者相同事务对同一记录的修改,会导致该记录的undo log成为一条记录版本线性表,即链表,undo log的链首就是最新的旧记录,链尾就是最早的旧记录(当然就像之前说的改undo log的节点可能是会purge线程清除掉,向图中的第一条 insert undo log ,其实在事务提交之后可能就被删除丢失了,不过这里为了演示,所以还放在这里) # 6 Read View Read View就是事务进行快照读操作时生产的 读视图(Read View),在该事物执行快照读的那一刻,会生成数据库系统当前的一个快照,记录并维护系统当前活跃事务的ID(当每个事务开启时,都会被分配一个ID,这个ID是递增的 ,所以最新的事务,ID值最大) 所以我们知道Read view主要是用来做==可见性判断==的,即当我们某个事物执行快照读的时候,对该记录创建一个Read View读视图,把它比作条件用来判断当前事务能够看到哪个版本的数据,既可能是当前最新的数据,也有可能是该行记录的 undo log里面某个版本的数据 Read View遵循一个可见性算法,注意是将要被修改的数据的最新记录中的DB\_TRX\_ID(即当前事务ID)提取出来,与系统当前其他活跃事务的ID去对比(由Read View维护),如果DB\_TRX\_ID跟Read View的属性做了某些比较,不符合可见性,那就通过DB\_ROLL\_PTR回滚指针取出 undo log中的DB\_TRX\_ID再比较,即遍历链表的DB\_TRX\_ID() #### **比较的判断条件:** ```css class ReadView { /* ... */ private: trx_id_t m_low_limit_id; /* 大于等于这个 ID 的事务均不可见 */ trx_id_t m_up_limit_id; /* 小于这个 ID 的事务均可见 */ trx_id_t m_creator_trx_id; /* 创建该 Read View 的事务ID */ trx_id_t m_low_limit_no; /* 事务 Number, 小于该 Number 的 Undo Logs 均可以被 Purge */ ids_t m_ids; /* 创建 Read View 时的活跃事务列表 */ m_closed; /* 标记 Read View 是否 close */ } ``` #### Read View主要是用来做可见性判断,里面保存了“当前对本事务不可见的其他活跃事务” ```css m_low_limit_id:目前出现过的最大的事务id+1(Read View生成时刻系统尚未分配的下一个事务ID,即 +1) m_up_limit_id:活跃事务列表m_ids 中最小的事务,如果m_ids为空,则m_up_limit_id 为 m_low_limit_id 。小于这个ID的数据版本均可见 m_ids:Read View创建时其他未提交的活跃事务ID列表。创建Read View时,将当前未提交事务ID记录下来,后续即使它们修改了记录行的值,对于当前事务也是不可见的。m_ids 不包括当前事务自己和已提交的事务(正在内存中) ``` #### **事务可见性示意图** ### **![](data:image/png;base64,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)** ##### 整体流程 模拟: 假设有4个事务: 事务1 正在进行中 事务2 快照读 事务3 进行中 事务4 修改已提交 (在事务2快照读前一刻提交更新了) 可知:Read View记录了系统当前活跃事务1 和3 的ID,维护在了一个列表 m\_ids 上 还有两个属性:m\_up\_limit\_id(m\_ids列表中事务ID最小的ID) 为 1; m\_low\_limit\_id(快照读时刻系统尚未分配的下一个事务ID)4+1 =5 ;而m\_ids中的值为1,3 因为事务4修改并提交过该行记录,所以当前该行当前数据的undo log如下图所示;当事务2 执行快照读时就会拿该行记录的DB\_TRX\_ID去和 m\_up\_limit\_id,m\_low\_limit\_id和活跃事务ID列表m\_ids那行比较   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) 所以先拿该记录 DB\_TRX\_ID 字段记录的事务 ID 4 去跟 Read View 的 m\_up\_limit\_id 、m\_low\_limit\_id、m\_ids比较,看 4 是否小于 m\_up\_limit\_id( 1 ),所以不符合条件,继续判断 4 是否大于等于 m\_low\_limit\_id( 5 ),也不符合条件,最后判断 4 是否处于 m\_ids 中的活跃事务, 最后发现事务 ID 为 4 的事务不在当前活跃事务列表中, 符合可见性条件,所以事务 4修改后提交的最新结果对事务 2 快照读时是可见的,所以事务 2 能读到的最新数据记录是事务4所提交的版本,而事务4提交的版本也是全局角度上最新的版本 ![](https://gulimall-com-mall.oss-cn-hangzhou.aliyuncs.com/688202043105730561.png) ### **数据可见性算法** **在 InnoDB 存储引擎中,创建一个新事务后,执行每个 select 语句前,都会创建一个快照(Read View),快照中保存了当前数据库系统中正处于活跃(没有 commit)的事务的 ID 号。其实简单的说保存的是系统中当前不应该被本事务看到的其他事务 ID 列表(即 m\_ids)。当用户在这个事务中要读取某个记录行的时候,InnoDB 会将该记录行的 DB\_TRX\_ID 与 Read View 中的一些变量及当前事务 ID 进行比较,判断是否满足可见性条件** ![](data:image/png;base64,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) 1.如果记录DB\_TRX\_ID \< m\_up\_limit\_id,那么表明最新修改该行的事务(DB\_TRX\_ID)在当前事务创建快照之前就提交了,所以该记录行的值对当前事务是可见的 2.如果DB\_TRX\_ID >= m\_low\_limit\_id,那么表明最新修改该行的事务(DB\_TRX\_ID)在当前事务创建快照读之后才修改该行,所以该记录行的值对当前事务不可见,跳到步骤5 3.m\_ids为空,则表明在当前事务创建快照之前,修改该行的事务就已经提交了,所以该记录行的值对当前事务是可见的 4.如果m\_up\_limit\_id \<= DB\_TRX\_ID \< m\_low\_limit\_id,表明最新修改该行的事务(DB\_TRX\_ID)在当前事务创建快照的时候可能处于“活动状态”或者“已提交状态”;多以就要对活跃事务列表m\_ids进行查找(源码中是用的二分查找,因为是有序的) ```css 如果在活跃事务列表m_ids中能找到DB_TRX_ID,表明: 1.在当前事务创建快照时,改记录行的值被事务ID为DB_TRX_ID的事务修改了,但没有提交;或者 2. 在当前事务创建快照后,该记录行的值被事务ID为DB_TRX_ID 的事务修改了。这些情况下,这个记录行的值对当前事务都是不可见的。跳到步骤5 在活跃事务列表中找不到,则表明“id为trx_id的事务”在修改“该记录行的值”后,在“当前事务”创建快照前就已经提交了,所以记录行对当前事务可见 ``` 5.在该记录行的DB\_ROLL\_PTR 指针所指向的 undo log 取出快照记录,用快照记录的 DB\_TRX\_ID 跳到步骤1 重新开始判断,直到找到满足的快照版本或返回空 ### RC和RR隔离级别下的MVCC的差异 在事务隔离级别 RC(读已提交) 和 RR(可重复读 InnoDB存储引擎的默认事务隔离级别)下,InnoDB存储引擎使用MVCC,但它们生成 Read View 的时机却不相同。 在 RC 隔离级别下的 每次select 查询都生成一个 Read View (m\_ids列表) 在RR 隔离级别下只在事务开始后 第一次select 数据前生成一个 Read View (m\_ids列表)   ### **解决不可重复读问题** 虽然 RC 和 RR 都通过 MVCC 来读取快照数据,但由于 **生成 Read View 时机不同**,从而在 RR 级别下实现可重复读 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) #### **在RC下 Read View生成情况** **1\. 假设时间线来到 T4 ,那么此时数据行 id = 1 的版本链为:** ![](data:image/png;base64,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) 由于 RC 级别下每次查询都会生成 Read View ,并且事务 101、102并未提交,此时 103 事务生成的 Read View 中活跃 的事务m\_ids 为:【101,102】,m\_low\_limit\_id 为:104 ,m\_up\_limit\_id 为:101 ,m\_creator\_trx\_id 为: 103 ```css 此时最新记录的 DB_TRX_ID 为 101, m_up_limit_id <= 101 < m_low_limit_id,所以要在 m_ids 列表中查找,发现 DB_TRX_ID 存在 列表中,那么这个记录不可见 根据 DB_ROOL_PTR 找到 undo log 中的上一版本记录,上一条记录的 DB_TRX_ID 还是 101,不可见 继续找上一条 DB_TRX_ID 为1 ,满足 1< m_up_limit_id ,可见,所以事务103 查询到数据为 name = 菜花 ``` **2\. 时间线来到 T6 ,数据的版本链为:** ![](data:image/png;base64,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) 因为在 RC级别下 ,重新生成 Read View 。这时事务 101 已经提交,102 并未提交,所以此时 Read View 中活跃的事务 m\_ids:【102】,m\_low\_limit\_id 为: 104,m\_up\_limit\_id 为:102 ,m\_create\_trx\_id 为: 103 ```css 此时最新记录的 DB_TRX_ID 为 102,m_up_limit_id <= 102 < m_low_limit_id,所以要在m_ids 列表中查找,发现 DB_TRX_ID存在列表中, 那么这个记录不可见 根据DB_ROLL_PTR 找到undo log 中的上一版本记录,上一条记录的 DB_TRX_ID 为101,满足 101< m_up_limit_id ,记录可见,所以在 T6 时 间点查询到数据为name = 李四,与时间T4查询到的结果不一致,**不可重复读**! ``` **3\. 时间线来到 T9 ,数据的版本链为:** ![](data:image/png;base64,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