From 62f94e6c46811ac259016f0bc79d2028ab922589 Mon Sep 17 00:00:00 2001 From: anotherrachel Date: Wed, 27 Nov 2019 16:59:46 +0800 Subject: [PATCH 1/7] reference/best-practices: add optimistic transaction best practices --- .../best-practices/optimisptic-transaction.md | 263 ++++++++++++++++++ media/best-practices/2pc-in-tidb.png | Bin 0 -> 233635 bytes .../optimistic-transaction-case1.png | Bin 0 -> 20638 bytes .../optimistic-transaction-case2.png | Bin 0 -> 27242 bytes .../optimistic-transaction-metric.png | Bin 0 -> 109047 bytes .../optimistic-transaction-table1.png | Bin 0 -> 176886 bytes .../optimistic-transaction-table2.png | Bin 0 -> 220575 bytes 7 files changed, 263 insertions(+) create mode 100644 dev/reference/best-practices/optimisptic-transaction.md create mode 100644 media/best-practices/2pc-in-tidb.png create mode 100644 media/best-practices/optimistic-transaction-case1.png create mode 100644 media/best-practices/optimistic-transaction-case2.png create mode 100644 media/best-practices/optimistic-transaction-metric.png create mode 100644 media/best-practices/optimistic-transaction-table1.png create mode 100644 media/best-practices/optimistic-transaction-table2.png diff --git a/dev/reference/best-practices/optimisptic-transaction.md b/dev/reference/best-practices/optimisptic-transaction.md new file mode 100644 index 000000000000..6f91d13b0eda --- /dev/null +++ b/dev/reference/best-practices/optimisptic-transaction.md @@ -0,0 +1,263 @@ +--- +title: 乐观锁事务最佳实践 +summary: 了解 TiDB 事务的乐观锁模式。 +category: reference +--- + +# 乐观锁事务最佳实践 + +本文介绍 TiDB 乐观锁机制的实现原理,并通过分析乐观锁在多种场景下的应用为业务提供最佳实践。本文假定你对 [TiDB 的整体架构](https://pingcap.com/docs-cn/stable/architecture/#tidb-整体架构)和 [Percolator](https://www.usenix.org/legacy/event/osdi10/tech/full_papers/Peng.pdf) 事务模型都有一定了解。具体事务语句请参考[官方文档](/dev/reference/transactions/overview.md)。 + +## TiDB 事务定义 + +TiDB 使用 Percolator 事务模型,实现了标准的 [ACID](https://en.wikipedia.org/wiki/ACID) 事务: + +* Atomicity(原子性):TiDB 通过 Primary Key 所在 region 的原子性来保证分布式事务的原子性。 +* Consistency( 一致性):TiDB 在写入数据之前,会校验数据的一致性,校验通过才会写入内存并返回成功。 +* Isolation(隔离性):隔离性主要用于处理并发场景。TiDB 目前只支持一种隔离级别,即[可重复读](/dev/reference/transactions/transaction-isolation.md)。 +* Durability(持久性):事务一旦提交成功,数据全部持久化存储到 TiKV,此时即使 TiDB 服务器宕机也不会出现数据丢失。 + +目前 TiDB 一共提供了两种事务模式:乐观事务和悲观事务。两者最本质的区别在于检测冲突的时间点不同: + +* 悲观事务:每一条 SQL 执行后都会检测冲突。 +* 乐观事务:只有在事务最终提交时才会检测冲突。 + +## 乐观事务原理 + +TiDB 中事务使用两阶段提交,流程如下: + +![TiDB 中的两阶段提交](/media/best-practices/2pc-in-tidb.png) + +1. 客户端开始一个事务。 + + TiDB 从 PD 获取一个全局唯一递增的版本号作为当前事务的开始版本号,这里定义为该事务的 `start_ts` 版本。 + +2. 客户端发起读请求。 + + a. TiDB 从 PD 获取数据路由信息,即数据具体存在哪个 TiKV 节点上。 + + b. TiDB 从 TiKV 获取 `start_ts` 版本下对应的数据信息。 + +3. 客户端发起写请求。 + + TiDB 校验写入数据是否符合一致性约束(如数据类型是否正确、是否符合唯一索引约束等)。**校验通过的数据将存放在内存里。** + +4. 客户端发起 commit。 + +5. TiDB 开始两阶段提交,保证分布式事务的原子性,让数据真正落盘。 + + a. TiDB 从当前要写入的数据中选择一个 Key 作为当前事务的 Primary Key。 + + b. TiDB 从 PD 获取所有数据的写入路由信息,并将所有的 Key 按照所有的路由进行分类。 + + c. TiDB 并发地向所有涉及的 TiKV 发起 prewrite 请求,TiKV 收到 prewrite 数据后,检查数据版本信息是否存在冲突或已过期。符合条件的数据会被加锁。 + + d. TiDB 成功收到所有 prewrite 请求。 + + e. TiDB 向 PD 获取第二个全局唯一递增版本号,定义为本次事务的 `commit_ts`。 + + f. TiDB 向 Primary Key 所在 TiKV 发起第两阶段提交。TiKV 收到 commit 操作后,检查数据合法性,清理 prewrite 阶段留下的锁。 + + g. TiDB 收到 f 成功信息。 + +6. TiDB 向客户端返回事务提交成功的信息。 + +7. TiDB 异步清理本次事务遗留的锁信息。 + +## 优缺点分析 + +通过分析 TiDB 中事务的处理流程,可以发现 TiDB 事务有如下优点: + +* 实现原理简单,易于理解。 +* 基于单实例事务实现了跨节点事务。 +* 锁管理实现了去中心化。 + +但 TiDB 事务也存在以下缺点: + +* 两阶段提交使网络交互增多。 +* 缺少一个中心化的版本管理服务。 +* 事务数据量过大时易导致内存暴涨。 + +## 事务大小 + +对于 TiDB 乐观事务而言,事务太大或者太小,都会影响事务性能。为了克服上述事务在处理过程中的不足,在实际应用中可以根据事务大小进行针对性处理。 + +### 小事务 + +在自动提交状态 (`autocommit = 1`) 下,下面三条语句各为一个事务: + +```mysql +# 使用自动提交的原始版本。 +UPDATE my_table SET a='new_value' WHERE id = 1; +UPDATE my_table SET a='newer_value' WHERE id = 2; +UPDATE my_table SET a='newest_value' WHERE id = 3; +``` + +此时每一条语句都需要经过两阶段提交,频繁的网络交互致使小事务延迟率高。为提升事务执行效率,可以选择使用显示事务,即在一个事务内执行三条语句: + +```mysql +# 优化后版本。 +START TRANSACTION; +UPDATE my_table SET a='new_value' WHERE id = 1; +UPDATE my_table SET a='newer_value' WHERE id = 2; +UPDATE my_table SET a='newest_value' WHERE id = 3; +COMMIT; +``` + +同理,执行 `INSERT` 语句时,建议使用显示事务。 + +### 大事务 + +通过分析两阶段提交的过程,可以发现单个事务过大时会存在以下问题: + +* 客户端在提交之前,数据都写在内存中,而数据量过多时易导致 OOM。 +* 在第一阶段写入数据时,与其他事务出现冲突的概率会指数级增长,使事务之间相互阻塞影响。 +* 最终导致事务完成提交的耗时增加。 + +因此,TiDB 特意对事务的大小做了一些限制: + +* 单个事务包含的 SQL 语句不超过 5000 条(默认) +* 每个键值对不超过 6 MB +* 键值对的总数不超过 300000 +* 键值对的总大小不超过 100 MB + +为了使性能达到最优,建议每 100~500 行写入一个事务。 + +## 事务冲突 + +事务的冲突,主要指事务并发执行时对相同的 Key 进行了读写操作。冲突主要分成两种: + +* 读写冲突:部分事务进行读操作时,有事务在同一时间对相同的 Key 进行写操作。 +* 写写冲突:不同事务同时对相同的 Key 进行写操作。 + +在 TiDB 的乐观锁机制中,只有在客户端执行 `commit` 时,才会触发两阶段提交并检测是否存在写写冲突。也就是说,在乐观事务下,如果存在写写冲突,在事务提交阶段就会暴露出来,因而更容易被用户感知。 + +### 默认冲突行为 + +乐观事务下,默认在最终提交时才会进行冲突检测。当两个事务同时更新同一行数据,即并发事务存在冲突时,不同时间点的执行结果如下: + +![并发事务冲突流程](/media/best-practices/optimistic-transaction-table1.png) + +根据乐观锁检测写写冲突的设定,该实例的执行逻辑分析如下: + +![并发事务冲突逻辑](/media/best-practices/optimistic-transaction-case1.png) + +* 如上图,事务 A 在时间点 `t1` 开始事务,事务 B 在 `t2` 开始事务。 +* 事务 A、事务 B 同时更新同一行数据。 +* `t4` 时,事务 A 更新 `id = 1` 的同一行数据。 虽然 `t3` 时,事务 B 已经更新了这一行数据,但是乐观事务只有在事务 commit 时才检测冲突,因此 `t4` 的操作执行成功了。 +* `t5` 时,事务 B 成功提交,数据落盘。 +* `t6` 时,事务 A 尝试提交,检测冲突时发现 `t1` 之后有新的数据写入,于是返回错误,提示客户端重试,事务 A 提交失败。 + +### 重试机制 + +TiDB 中默认使用乐观事务模式,因而在高冲突率的场景中,事务很容易提交失败。而 MySQL 内部使用的是悲观事务模式,对应到上面的实例中,事务 A 在 `t4` 时就会返回错误,提示客户端根据需求去重试。 + +换言之,MySQL 在执行 SQL 语句的过程中进行冲突检测,所以提交时很难出现异常。由于 TiDB 使用乐观锁机制造成了两边行为不一致,要兼容 MySQL 的悲观事务行为,需要在客户端修改大量的代码来进行业务改造。为了便于广大 MySQL 用户使用,TiDB 提供了内部默认重试机制。也就是当事务 A 提交后,如果发现冲突,TiDB 内部重新执行包含写操作的 SQL 语句。为此,TiDB 提供了以下参数: + +``` +# 用于设置是否禁用自动重试,默认值为 “on”,即不重试。 +tidb_disable_txn_auto_retry = on +# 用来控制重试次数。只有自动重试启用时该参数才会生效。 +# 当 “tidb_retry_limit= 0” 时,也会自动禁用自动重试。 +tidb_retry_limit = 10 +``` + +推荐通过以下两种方式进行参数设置: + +1. Session 级别设置: + + ``` + set @@tidb_disable_txn_auto_retry = 0; + set @@tidb_retry_limit = 10; + ``` + +2. Global 级别设置: + + ``` + set @@global.tidb_disable_txn_auto_retry = 0; + set @@global.tidb_retry_limit = 10; + ``` + +### 重试的局限性 + +基于重试机制的原理,可将重试过程概括为以下三个步骤: + +1. 重新获取 `start_ts`。 +2. 重新执行包含写操作的 SQL 语句。 +3. 两阶段提交。 + +根据第二步,重试时仅重新执行包含写操作的 SQL 语句,并不涉及读操作的 SQL 语句。这会引发以下问题: + +1. `start_ts` 发生了变更。当前事务中,读到数据的时间与事务真正开始的时间发生了变化。同理,写入的版本变成了重试时获取的 `start_ts` 而非事务一开始时获取的 `start_ts`。 + +2. 当前事务中,如果存在依赖查询结果来更新的语句,结果将变得不可控。 + +以下实例来具体说明了重试的局限性。开启自动重试后,当同时更新同一行数据时,Session A 和 Session B 在不同时间点的执行结果如下: + +![自动重试流程](/media/best-practices/optimistic-transaction-table2.png) + +该实例的执行逻辑分析如下: + +![自动重试逻辑]](/media/best-practices/optimistic-transaction-case2.png) + +1. 如图,session B 在 `t2` 时开始事务 2,`t5` 时提交成功。session A 的事务 1 在事务 2 之前开始,在事务 n2 提交完成后提交。 +2. 事务 1、事务 2 同时更新同一行数据。 +3. session A 提交事务 1 时发现冲突,TiDB 内部重试事务 1。 + a. 重试时,重新取得新的 `start_ts` 为 `t8’`。 + b. 回放更新语句 `update tidb set name='pd' where id =1 and status=1`。 + +4. 发现当前版本 `t8’` 下并不存在符合条件的语句,不需要更新。 + +5. 没有数据更新,返回上层成功。 + +6. tidb 认为事务 1 重试成功,返回客户端成功。 + +7. session A 认为事务执行成功。如果在不存在其他更新,此时查询结果会发现数据与预想的不一致。 + +由上述分析可知,对于重试事务,当事务中更新语句需要依赖查询结果时,会重新取版本号作为 `start_ts`,所以无法保证事务原本可重复读的隔离级别,最终可能导致结果与预期出现不一致。 + +因此,如果存在依赖查询结果来更新 SQL 语句的事务,建议不要打开 TiDB 乐观锁的重试机制。 + +### 冲突预检 + +由上文可以知道,检测底层数据是否存在写写冲突是一个很重要的操作。具体而言,TiKV 在 prewrite 阶段就需要读取数据进行检测。为了优化这一块性能,TiDB 集群会在内存里面进行一次冲突预检测。 + +作为一个分布式系统,TiDB 在内存中的冲突检测主要在两个模块进行: + +* TiDB 层。如果发现 TiDB 实例本身就存在写写冲突,那么第一个写入发出后,后面的写入已经清楚地知道自己冲突了,无需再往下层 TiKV 发送请求去检测冲突。 +* TiKV 层,主要发生在 prewrite 阶段。因为 TiDB 集群是一个分布式系统,TiDB 实例本身无状态,实例之间无法感知到彼此的存在,也就无法确认自己的写入与别的 TiDB 实例是否存在冲突,所以会在 TiKV 这一层检测具体的数据是否有冲突。 + +其中 TiDB 层的冲突检测可以选择关闭,具体配置项如下: + +```toml +# 事务内存锁相关配置,当本地事务冲突比较多时建议开启。 +[txn-local-latches] +# 是否开启内存锁,默认为关闭。 +enabled = false +# Hash 对应的 slot 数,会自动向上调整为 2 的指数倍。 +# 每个 slot 占 32 Bytes 内存。当写入数据的范围比较广时(如导数据), +# 设置过小会导致变慢,性能下降。(默认为 1024000) +capacity = 1024000 +``` + +配置项 `capacity` 主要影响到冲突判断的正确性。在实现冲突检测时,不可能把所有的 Key 都存到内存里,所以真正存下来的是每个 Key 的 Hash 值。有 Hash 算法就有碰撞也就是误判的概率,这里可以通过配置 `capacity` 来控制 Hash 取模的值: + +* `capacity` 值越小,占用内存小,误判概率越大。 +* `capacity` 值越大,占用内存大,误判概率越小。 + +实际应用时,如果业务场景能够预判断写入不存在冲突(如导入数据操作),建议关闭冲突检测。 + +相应地,在 TiKV 层,检测内存中是否存在冲突也有类似的机制。不同的是,TiKV 层的检测会更严格且不允许关闭,仅支持对 Hash 取膜值进行配置: + +```toml +# scheduler 内置一个内存锁机制,防止同时对一个 Key 进行操作。 +# 每个 Key hash 到不同的 slot。(默认为 2048000) +scheduler-concurrency = 2048000 +``` + +此外,TiKV 支持监控消耗在 latch 上的等待的时间: + +![Scheduler latch wait duration](/media/best-practices/optimistic-transaction-metric.png) + +当 `Scheduler latch wait duration` 的值特别高时,说明大量时间消耗在等待锁的请求上。如果不存在底层写入慢的问题,基本上可以判断该段时间内冲突比较多。 + diff --git a/media/best-practices/2pc-in-tidb.png b/media/best-practices/2pc-in-tidb.png new file mode 100644 index 0000000000000000000000000000000000000000..2e066cf25e66ee12845b0bfcb64587f38cd00997 GIT binary patch literal 233635 zcmeFa2UHZx_BT2Tf|8?vM9C6{A!iT)$%q62$zgyY=NwcdD@e|uL=luINX`sMl$_H5 z10p%+*Lcpk_gwD1zW-a__riM1UJHim-Mgy$w?pmPwR;FrQI^5RxPt)#fw1LdrBp#6 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z9Iw`}f#hHm?j2b1E@+6RRTKhXHUyxNHI~BYkcbWus3?S8nAju*t#$BA6VvF7)EBP3 z?s-(?S7UL1W&t%x=v$Bjk+URPJ((o=ZIXj+udS^ueoWvf$gfQb7X7?RH~?VmRyP$= z7E94`ZZavyA(#=#+`*`i-qqZ6x zdFEak&_A#;joLL`?s*Y0F=Ep*PEol3}iWGfiPt9sBOL2{@h_IDiZ$`HRH>9kn5NM!tJDC)QgKmXoWT&_Xx z!e*z_CR(t@UBw@moqxjn{Zq>CL$k`S!N^8LMWsQi-L3docvKYdvi7KO z1(yG~mwTT3wF!NF&6LAr=;V8qyjcqEkKbSaJKfIzD=pLi|4Y6-lYg=497qmlcO1jY zc|!<@KR}91;Jm Date: Wed, 27 Nov 2019 17:18:56 +0800 Subject: [PATCH 2/7] fix CI --- dev/reference/best-practices/optimisptic-transaction.md | 5 ++--- 1 file changed, 2 insertions(+), 3 deletions(-) diff --git a/dev/reference/best-practices/optimisptic-transaction.md b/dev/reference/best-practices/optimisptic-transaction.md index 6f91d13b0eda..d60a8a0872ce 100644 --- a/dev/reference/best-practices/optimisptic-transaction.md +++ b/dev/reference/best-practices/optimisptic-transaction.md @@ -154,9 +154,9 @@ TiDB 中默认使用乐观事务模式,因而在高冲突率的场景中,事 换言之,MySQL 在执行 SQL 语句的过程中进行冲突检测,所以提交时很难出现异常。由于 TiDB 使用乐观锁机制造成了两边行为不一致,要兼容 MySQL 的悲观事务行为,需要在客户端修改大量的代码来进行业务改造。为了便于广大 MySQL 用户使用,TiDB 提供了内部默认重试机制。也就是当事务 A 提交后,如果发现冲突,TiDB 内部重新执行包含写操作的 SQL 语句。为此,TiDB 提供了以下参数: -``` +```toml # 用于设置是否禁用自动重试,默认值为 “on”,即不重试。 -tidb_disable_txn_auto_retry = on +tidb_disable_txn_auto_retry = on # 用来控制重试次数。只有自动重试启用时该参数才会生效。 # 当 “tidb_retry_limit= 0” 时,也会自动禁用自动重试。 tidb_retry_limit = 10 @@ -260,4 +260,3 @@ scheduler-concurrency = 2048000 ![Scheduler latch wait duration](/media/best-practices/optimistic-transaction-metric.png) 当 `Scheduler latch wait duration` 的值特别高时,说明大量时间消耗在等待锁的请求上。如果不存在底层写入慢的问题,基本上可以判断该段时间内冲突比较多。 - From 1913f14648404b4e014d120ac7d27b1e9a3f7caa Mon Sep 17 00:00:00 2001 From: anotherrachel Date: Wed, 27 Nov 2019 20:20:06 +0800 Subject: [PATCH 3/7] refine format and wording --- .../best-practices/optimisptic-transaction.md | 40 ++++++++++--------- 1 file changed, 22 insertions(+), 18 deletions(-) diff --git a/dev/reference/best-practices/optimisptic-transaction.md b/dev/reference/best-practices/optimisptic-transaction.md index d60a8a0872ce..4f87767db652 100644 --- a/dev/reference/best-practices/optimisptic-transaction.md +++ b/dev/reference/best-practices/optimisptic-transaction.md @@ -17,7 +17,7 @@ TiDB 使用 Percolator 事务模型,实现了标准的 [ACID](https://en.wikip * Isolation(隔离性):隔离性主要用于处理并发场景。TiDB 目前只支持一种隔离级别,即[可重复读](/dev/reference/transactions/transaction-isolation.md)。 * Durability(持久性):事务一旦提交成功,数据全部持久化存储到 TiKV,此时即使 TiDB 服务器宕机也不会出现数据丢失。 -目前 TiDB 一共提供了两种事务模式:乐观事务和悲观事务。两者最本质的区别在于检测冲突的时间点不同: +目前 TiDB 支持两种事务模式:乐观事务和悲观事务。两者最本质的区别在于检测冲突的时间点不同: * 悲观事务:每一条 SQL 执行后都会检测冲突。 * 乐观事务:只有在事务最终提交时才会检测冲突。 @@ -56,7 +56,7 @@ TiDB 中事务使用两阶段提交,流程如下: e. TiDB 向 PD 获取第二个全局唯一递增版本号,定义为本次事务的 `commit_ts`。 - f. TiDB 向 Primary Key 所在 TiKV 发起第两阶段提交。TiKV 收到 commit 操作后,检查数据合法性,清理 prewrite 阶段留下的锁。 + f. TiDB 向 Primary Key 所在 TiKV 发起第二阶段提交。TiKV 收到 commit 操作后,检查数据合法性,清理 prewrite 阶段留下的锁。 g. TiDB 收到 f 成功信息。 @@ -86,21 +86,21 @@ TiDB 中事务使用两阶段提交,流程如下: 在自动提交状态 (`autocommit = 1`) 下,下面三条语句各为一个事务: -```mysql +```sql # 使用自动提交的原始版本。 -UPDATE my_table SET a='new_value' WHERE id = 1; -UPDATE my_table SET a='newer_value' WHERE id = 2; -UPDATE my_table SET a='newest_value' WHERE id = 3; +UPDATE my_table SET a ='new_value' WHERE id = 1; +UPDATE my_table SET a ='newer_value' WHERE id = 2; +UPDATE my_table SET a ='newest_value' WHERE id = 3; ``` 此时每一条语句都需要经过两阶段提交,频繁的网络交互致使小事务延迟率高。为提升事务执行效率,可以选择使用显示事务,即在一个事务内执行三条语句: -```mysql +```sql # 优化后版本。 START TRANSACTION; -UPDATE my_table SET a='new_value' WHERE id = 1; -UPDATE my_table SET a='newer_value' WHERE id = 2; -UPDATE my_table SET a='newest_value' WHERE id = 3; +UPDATE my_table SET a ='new_value' WHERE id = 1; +UPDATE my_table SET a ='newer_value' WHERE id = 2; +UPDATE my_table SET a ='newest_value' WHERE id = 3; COMMIT; ``` @@ -125,7 +125,7 @@ COMMIT; ## 事务冲突 -事务的冲突,主要指事务并发执行时对相同的 Key 进行了读写操作。冲突主要分成两种: +事务的冲突,主要指事务并发执行时对相同的 Key 进行了读写操作。冲突主要有两种形式: * 读写冲突:部分事务进行读操作时,有事务在同一时间对相同的 Key 进行写操作。 * 写写冲突:不同事务同时对相同的 Key 进行写操作。 @@ -152,13 +152,13 @@ COMMIT; TiDB 中默认使用乐观事务模式,因而在高冲突率的场景中,事务很容易提交失败。而 MySQL 内部使用的是悲观事务模式,对应到上面的实例中,事务 A 在 `t4` 时就会返回错误,提示客户端根据需求去重试。 -换言之,MySQL 在执行 SQL 语句的过程中进行冲突检测,所以提交时很难出现异常。由于 TiDB 使用乐观锁机制造成了两边行为不一致,要兼容 MySQL 的悲观事务行为,需要在客户端修改大量的代码来进行业务改造。为了便于广大 MySQL 用户使用,TiDB 提供了内部默认重试机制。也就是当事务 A 提交后,如果发现冲突,TiDB 内部重新执行包含写操作的 SQL 语句。为此,TiDB 提供了以下参数: +换言之,MySQL 在执行 SQL 语句的过程中进行冲突检测,所以提交时很难出现异常。由于 TiDB 使用乐观锁机制造成了两边行为不一致,要兼容 MySQL 的悲观事务行为,需要在客户端修改大量的代码。为了便于广大 MySQL 用户使用,TiDB 提供了重试机制。当事务提交后,如果发现冲突,TiDB 内部重新执行包含写操作的 SQL 语句。你可以通过设置 `tidb_disable_txn_auto_retry` 和 `tidb_retry_limit` 开启自动重试: ```toml -# 用于设置是否禁用自动重试,默认值为 “on”,即不重试。 +# 用于设置是否禁用自动重试,默认不重试。 tidb_disable_txn_auto_retry = on # 用来控制重试次数。只有自动重试启用时该参数才会生效。 -# 当 “tidb_retry_limit= 0” 时,也会自动禁用自动重试。 +# 当 “tidb_retry_limit= 0” 时,也会禁用自动重试。 tidb_retry_limit = 10 ``` @@ -166,15 +166,19 @@ tidb_retry_limit = 10 1. Session 级别设置: - ``` - set @@tidb_disable_txn_auto_retry = 0; + {{< copyable "sql" >}} + + ```sql + set @@tidb_disable_txn_auto_retry = off; set @@tidb_retry_limit = 10; ``` 2. Global 级别设置: - ``` - set @@global.tidb_disable_txn_auto_retry = 0; + {{< copyable "sql" >}} + + ```sql + set @@global.tidb_disable_txn_auto_retry = off; set @@global.tidb_retry_limit = 10; ``` From c97ac6d5b32c6e9d3329ac681d7af9e5d3634229 Mon Sep 17 00:00:00 2001 From: anotherrachel Date: Fri, 29 Nov 2019 17:03:56 +0800 Subject: [PATCH 4/7] address comments --- dev/glossary.md | 36 ++++++++++++++++++- .../best-practices/optimisptic-transaction.md | 34 +++++++----------- 2 files changed, 48 insertions(+), 22 deletions(-) diff --git a/dev/glossary.md b/dev/glossary.md index f345eee27b06..f2dc1881b0ea 100644 --- a/dev/glossary.md +++ b/dev/glossary.md @@ -1,17 +1,41 @@ --- title: 术语表 -summary: 学习 TiDB 相关术语 +summary: 学习 TiDB 相关术语。 category: glossary --- # 术语表 +## A + +### ACID + +ACID 是指数据库管理系统在写入或更新资料的过程中,为保证[事务](#事务)是正确可靠的,所必须具备的四个特性:原子性 (atomicity)、一致性 (consistency)、隔离性(isolation)以及持久性(durability)。 + +* 原子性 (atomicity) 指一个事务中的所有操作,或者全部完成,或者全部不完成,不会结束在中间某个环节。TiDB 通过 Primary Key 所在 [Region](#regionpeerraft-group) 的原子性来保证分布式事务的原子性。 + +* 一致性 (consistency) 指在事务开始之前和结束以后,数据库的完整性没有被破坏。TiDB 在写入数据之前,会校验数据的一致性,校验通过才会写入内存并返回成功。 + +* 隔离性 (isolation) 指数据库允许多个并发事务同时对其数据进行读写和修改的能力。隔离性可以防止多个事务并发执行时由于交叉执行而导致数据的不一致,主要用于处理并发场景。TiDB 目前只支持一种隔离级别,即可重复读。 + +* 持久性 (durability) 指事务处理结束后,对数据的修改就是永久的,即便系统故障也不会丢失。在 TiDB 中,事务一旦提交成功,数据全部持久化存储到 TiKV,此时即使 TiDB 服务器宕机也不会出现数据丢失。 + +## B + +### 悲观事务 + +悲观事务假定并发事务会发生冲突,所以每一条 SQL 执行后都会检测冲突,只有在确保事务一定能够执行成功后,才开始提交。另有[乐观事务](#乐观事务)。 + ## L ### Leader/Follower/Learner 它们分别对应 [Peer](#regionpeerraft-group) 的三种角色。其中 Leader 负责响应客户端的读写请求;Follower 被动地从 Leader 同步数据,当 Leader 失效时会进行选举产生新的 Leader;Learner 是一种特殊的角色,它只参与同步 raft log 而不参与投票,在目前的实现中只短暂存在于添加副本的中间步骤。 +### 乐观事务 + +乐观事务假定不会发生并发冲突,只有在事务最终提交时才会检测冲突。另有[悲观事务](#悲观事务)。 + ## O ### Operator @@ -62,6 +86,16 @@ Scheduler(调度器)是 PD 中生成调度的组件。PD 中每个调度器 - `hot-region-scheduler`:保持不同节点的读写热点 Region 均衡。 - `evict-leader-{store-id}`:驱逐某个节点的所有 Leader。(常用于滚动升级) +### 事务 + +事务指一系列有限的数据库操作序列。TiDB 中的事务具有 [ACID](#ACID) 四大特性。 + ### Store PD 中的 Store 指的是集群中的存储节点,也就是 tikv-server 实例。Store 与 TiKV 实例是严格一一对应的,即使在同一主机甚至同一块磁盘部署多个 TiKV 实例,这些实例也对会对应不同的 Store。 + +## X + +### 显式事务/隐式事务 + +由事务控制语句定义开始和结束的事务为显式事务。无需定义事务的开始的事务为隐式事务。 \ No newline at end of file diff --git a/dev/reference/best-practices/optimisptic-transaction.md b/dev/reference/best-practices/optimisptic-transaction.md index 4f87767db652..29879c7b740b 100644 --- a/dev/reference/best-practices/optimisptic-transaction.md +++ b/dev/reference/best-practices/optimisptic-transaction.md @@ -1,26 +1,18 @@ --- title: 乐观锁事务最佳实践 -summary: 了解 TiDB 事务的乐观锁模式。 +summary: 了解 TiDB 的乐观事务模型。 category: reference --- # 乐观锁事务最佳实践 -本文介绍 TiDB 乐观锁机制的实现原理,并通过分析乐观锁在多种场景下的应用为业务提供最佳实践。本文假定你对 [TiDB 的整体架构](https://pingcap.com/docs-cn/stable/architecture/#tidb-整体架构)和 [Percolator](https://www.usenix.org/legacy/event/osdi10/tech/full_papers/Peng.pdf) 事务模型都有一定了解。具体事务语句请参考[官方文档](/dev/reference/transactions/overview.md)。 +本文介绍 TiDB 乐观锁机制的实现原理,并通过分析乐观锁在多种场景下的应用为业务提供最佳实践。本文假定你对 [TiDB 的整体架构](https://pingcap.com/docs-cn/stable/architecture/#tidb-整体架构)和 [Percolator](https://www.usenix.org/legacy/event/osdi10/tech/full_papers/Peng.pdf) 事务模型都有一定了解,相关核心概念如下: -## TiDB 事务定义 - -TiDB 使用 Percolator 事务模型,实现了标准的 [ACID](https://en.wikipedia.org/wiki/ACID) 事务: - -* Atomicity(原子性):TiDB 通过 Primary Key 所在 region 的原子性来保证分布式事务的原子性。 -* Consistency( 一致性):TiDB 在写入数据之前,会校验数据的一致性,校验通过才会写入内存并返回成功。 -* Isolation(隔离性):隔离性主要用于处理并发场景。TiDB 目前只支持一种隔离级别,即[可重复读](/dev/reference/transactions/transaction-isolation.md)。 -* Durability(持久性):事务一旦提交成功,数据全部持久化存储到 TiKV,此时即使 TiDB 服务器宕机也不会出现数据丢失。 - -目前 TiDB 支持两种事务模式:乐观事务和悲观事务。两者最本质的区别在于检测冲突的时间点不同: - -* 悲观事务:每一条 SQL 执行后都会检测冲突。 -* 乐观事务:只有在事务最终提交时才会检测冲突。 +- [ACID](/dev/glossary.md#ACID) +- [事务](/dev/glossary.md#事务) +- [乐观事务](/dev/glossary.md#乐观事务) +- [悲观事务](/dev/glossary.md#悲观事务) +- [显式事务/隐式事务](/dev/glossary.md#显式事务隐式事务) ## 乐观事务原理 @@ -50,7 +42,7 @@ TiDB 中事务使用两阶段提交,流程如下: b. TiDB 从 PD 获取所有数据的写入路由信息,并将所有的 Key 按照所有的路由进行分类。 - c. TiDB 并发地向所有涉及的 TiKV 发起 prewrite 请求,TiKV 收到 prewrite 数据后,检查数据版本信息是否存在冲突或已过期。符合条件的数据会被加锁。 + c. TiDB 并发地向所有涉及的 TiKV 发起 prewrite 请求。TiKV 收到 prewrite 数据后,检查数据版本信息是否存在冲突或已过期。符合条件的数据会被加锁。 d. TiDB 成功收到所有 prewrite 请求。 @@ -93,7 +85,7 @@ UPDATE my_table SET a ='newer_value' WHERE id = 2; UPDATE my_table SET a ='newest_value' WHERE id = 3; ``` -此时每一条语句都需要经过两阶段提交,频繁的网络交互致使小事务延迟率高。为提升事务执行效率,可以选择使用显示事务,即在一个事务内执行三条语句: +此时每一条语句都需要经过两阶段提交,频繁的网络交互致使小事务延迟率高。为提升事务执行效率,可以选择使用显式事务,即在一个事务内执行三条语句: ```sql # 优化后版本。 @@ -104,13 +96,13 @@ UPDATE my_table SET a ='newest_value' WHERE id = 3; COMMIT; ``` -同理,执行 `INSERT` 语句时,建议使用显示事务。 +同理,执行 `INSERT` 语句时,建议使用显式事务。 ### 大事务 通过分析两阶段提交的过程,可以发现单个事务过大时会存在以下问题: -* 客户端在提交之前,数据都写在内存中,而数据量过多时易导致 OOM。 +* 客户端在提交之前,数据都写在内存中,而数据量过多时易导致 OOM (Out of Memory) 错误。 * 在第一阶段写入数据时,与其他事务出现冲突的概率会指数级增长,使事务之间相互阻塞影响。 * 最终导致事务完成提交的耗时增加。 @@ -150,7 +142,7 @@ COMMIT; ### 重试机制 -TiDB 中默认使用乐观事务模式,因而在高冲突率的场景中,事务很容易提交失败。而 MySQL 内部使用的是悲观事务模式,对应到上面的实例中,事务 A 在 `t4` 时就会返回错误,提示客户端根据需求去重试。 +TiDB 中默认使用乐观事务模型,因而在高冲突率的场景中,事务很容易提交失败。而 MySQL 内部使用的是悲观事务模型,对应到上面的实例中,事务 A 在 `t4` 时就会返回错误,提示客户端根据需求去重试。 换言之,MySQL 在执行 SQL 语句的过程中进行冲突检测,所以提交时很难出现异常。由于 TiDB 使用乐观锁机制造成了两边行为不一致,要兼容 MySQL 的悲观事务行为,需要在客户端修改大量的代码。为了便于广大 MySQL 用户使用,TiDB 提供了重试机制。当事务提交后,如果发现冲突,TiDB 内部重新执行包含写操作的 SQL 语句。你可以通过设置 `tidb_disable_txn_auto_retry` 和 `tidb_retry_limit` 开启自动重试: @@ -251,7 +243,7 @@ capacity = 1024000 实际应用时,如果业务场景能够预判断写入不存在冲突(如导入数据操作),建议关闭冲突检测。 -相应地,在 TiKV 层,检测内存中是否存在冲突也有类似的机制。不同的是,TiKV 层的检测会更严格且不允许关闭,仅支持对 Hash 取膜值进行配置: +相应地,在 TiKV 层检测内存中是否存在冲突也有类似的机制。不同的是,TiKV 层的检测会更严格且不允许关闭,仅支持对 Hash 取膜值进行配置: ```toml # scheduler 内置一个内存锁机制,防止同时对一个 Key 进行操作。 From 6575bbe226c1ffcd9efc6319d3e9e5f33568280c Mon Sep 17 00:00:00 2001 From: anotherrachel Date: Fri, 29 Nov 2019 17:07:28 +0800 Subject: [PATCH 5/7] wording --- dev/glossary.md | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/dev/glossary.md b/dev/glossary.md index f2dc1881b0ea..dc91ff18aa8b 100644 --- a/dev/glossary.md +++ b/dev/glossary.md @@ -24,7 +24,7 @@ ACID 是指数据库管理系统在写入或更新资料的过程中,为保证 ### 悲观事务 -悲观事务假定并发事务会发生冲突,所以每一条 SQL 执行后都会检测冲突,只有在确保事务一定能够执行成功后,才开始提交。另有[乐观事务](#乐观事务)。 +悲观事务假定并发事务会发生冲突,所以每一条 SQL 语句执行后都会检测冲突,只有在确保事务一定能够执行成功后,才开始提交。另有[乐观事务](#乐观事务)。 ## L @@ -88,7 +88,7 @@ Scheduler(调度器)是 PD 中生成调度的组件。PD 中每个调度器 ### 事务 -事务指一系列有限的数据库操作序列。TiDB 中的事务具有 [ACID](#ACID) 四大特性。 +事务指一系列有限的数据库操作序列。TiDB 中的事务具备 [ACID](#ACID) 四个特性。 ### Store @@ -98,4 +98,4 @@ PD 中的 Store 指的是集群中的存储节点,也就是 tikv-server 实例 ### 显式事务/隐式事务 -由事务控制语句定义开始和结束的事务为显式事务。无需定义事务的开始的事务为隐式事务。 \ No newline at end of file +由事务控制语句定义开始和结束的事务为显式事务。无需定义开始的事务为隐式事务。 \ No newline at end of file From 7590c24f25354e32d332e101fe65bb142a5ca90c Mon Sep 17 00:00:00 2001 From: anotherrachel Date: Mon, 2 Dec 2019 13:05:09 +0800 Subject: [PATCH 6/7] update v2.1, v3.0 and v3.1 --- .../best-practices/optimisptic-transaction.md | 36 ++- v2.1/glossary.md | 38 ++- .../best-practices/optimisptic-transaction.md | 266 ++++++++++++++++++ v3.0/glossary.md | 38 ++- .../best-practices/optimisptic-transaction.md | 266 ++++++++++++++++++ v3.1/glossary.md | 38 ++- .../best-practices/optimisptic-transaction.md | 266 ++++++++++++++++++ 7 files changed, 928 insertions(+), 20 deletions(-) create mode 100644 v2.1/reference/best-practices/optimisptic-transaction.md create mode 100644 v3.0/reference/best-practices/optimisptic-transaction.md create mode 100644 v3.1/reference/best-practices/optimisptic-transaction.md diff --git a/dev/reference/best-practices/optimisptic-transaction.md b/dev/reference/best-practices/optimisptic-transaction.md index 29879c7b740b..948dc604d4da 100644 --- a/dev/reference/best-practices/optimisptic-transaction.md +++ b/dev/reference/best-practices/optimisptic-transaction.md @@ -6,7 +6,7 @@ category: reference # 乐观锁事务最佳实践 -本文介绍 TiDB 乐观锁机制的实现原理,并通过分析乐观锁在多种场景下的应用为业务提供最佳实践。本文假定你对 [TiDB 的整体架构](https://pingcap.com/docs-cn/stable/architecture/#tidb-整体架构)和 [Percolator](https://www.usenix.org/legacy/event/osdi10/tech/full_papers/Peng.pdf) 事务模型都有一定了解,相关核心概念如下: +本文介绍 TiDB 乐观锁机制的实现原理,并通过分析乐观锁在多种场景下的应用为业务提供最佳实践。本文假定你对 [TiDB 的整体架构](/dev/architecture.md#tidb-整体架构)和 [Percolator](https://www.usenix.org/legacy/event/osdi10/tech/full_papers/Peng.pdf) 事务模型都有一定了解,相关核心概念如下: - [ACID](/dev/glossary.md#ACID) - [事务](/dev/glossary.md#事务) @@ -134,11 +134,15 @@ COMMIT; ![并发事务冲突逻辑](/media/best-practices/optimistic-transaction-case1.png) -* 如上图,事务 A 在时间点 `t1` 开始事务,事务 B 在 `t2` 开始事务。 -* 事务 A、事务 B 同时更新同一行数据。 -* `t4` 时,事务 A 更新 `id = 1` 的同一行数据。 虽然 `t3` 时,事务 B 已经更新了这一行数据,但是乐观事务只有在事务 commit 时才检测冲突,因此 `t4` 的操作执行成功了。 -* `t5` 时,事务 B 成功提交,数据落盘。 -* `t6` 时,事务 A 尝试提交,检测冲突时发现 `t1` 之后有新的数据写入,于是返回错误,提示客户端重试,事务 A 提交失败。 +1. 如上图,事务 A 在时间点 `t1` 开始事务,事务 B 在 `t2` 开始事务。 + +2. 事务 A、事务 B 同时更新同一行数据。 + +3. `t4` 时,事务 A 更新 `id = 1` 的同一行数据。 虽然 `t3` 时,事务 B 已经更新了这一行数据,但是乐观事务只有在事务 commit 时才检测冲突,因此 `t4` 的操作执行成功了。 + +4. `t5` 时,事务 B 成功提交,数据落盘。 + +5. `t6` 时,事务 A 尝试提交,检测冲突时发现 `t1` 之后有新的数据写入,因此返回错误,提示客户端重试,事务 A 提交失败。 ### 重试机制 @@ -179,7 +183,9 @@ tidb_retry_limit = 10 基于重试机制的原理,可将重试过程概括为以下三个步骤: 1. 重新获取 `start_ts`。 + 2. 重新执行包含写操作的 SQL 语句。 + 3. 两阶段提交。 根据第二步,重试时仅重新执行包含写操作的 SQL 语句,并不涉及读操作的 SQL 语句。这会引发以下问题: @@ -194,21 +200,23 @@ tidb_retry_limit = 10 该实例的执行逻辑分析如下: -![自动重试逻辑]](/media/best-practices/optimistic-transaction-case2.png) +![自动重试逻辑](/media/best-practices/optimistic-transaction-case2.png) + +1. 如图,Session B 在 `t2` 时开始事务 2,`t5` 时提交成功。Session A 的事务 1 在事务 2 之前开始,在事务 n2 提交完成后提交。 -1. 如图,session B 在 `t2` 时开始事务 2,`t5` 时提交成功。session A 的事务 1 在事务 2 之前开始,在事务 n2 提交完成后提交。 2. 事务 1、事务 2 同时更新同一行数据。 -3. session A 提交事务 1 时发现冲突,TiDB 内部重试事务 1。 - a. 重试时,重新取得新的 `start_ts` 为 `t8’`。 - b. 回放更新语句 `update tidb set name='pd' where id =1 and status=1`。 + +3. Session A 提交事务 1 时发现冲突,TiDB 内部重试事务 1。 + a. 重新取得新的 `start_ts` 为 `t8’`。 + b. 重新执行更新语句 `update tidb set name='pd' where id =1 and status=1`。 4. 发现当前版本 `t8’` 下并不存在符合条件的语句,不需要更新。 5. 没有数据更新,返回上层成功。 -6. tidb 认为事务 1 重试成功,返回客户端成功。 +6. TiDB 认为事务 1 重试成功,返回客户端成功。 -7. session A 认为事务执行成功。如果在不存在其他更新,此时查询结果会发现数据与预想的不一致。 +7. Session A 认为事务执行成功。如果在不存在其他更新,此时查询结果会发现数据与预想的不一致。 由上述分析可知,对于重试事务,当事务中更新语句需要依赖查询结果时,会重新取版本号作为 `start_ts`,所以无法保证事务原本可重复读的隔离级别,最终可能导致结果与预期出现不一致。 @@ -221,7 +229,7 @@ tidb_retry_limit = 10 作为一个分布式系统,TiDB 在内存中的冲突检测主要在两个模块进行: * TiDB 层。如果发现 TiDB 实例本身就存在写写冲突,那么第一个写入发出后,后面的写入已经清楚地知道自己冲突了,无需再往下层 TiKV 发送请求去检测冲突。 -* TiKV 层,主要发生在 prewrite 阶段。因为 TiDB 集群是一个分布式系统,TiDB 实例本身无状态,实例之间无法感知到彼此的存在,也就无法确认自己的写入与别的 TiDB 实例是否存在冲突,所以会在 TiKV 这一层检测具体的数据是否有冲突。 +* TiKV 层。主要发生在 prewrite 阶段。因为 TiDB 集群是一个分布式系统,TiDB 实例本身无状态,实例之间无法感知到彼此的存在,也就无法确认自己的写入与别的 TiDB 实例是否存在冲突,所以会在 TiKV 这一层检测具体的数据是否有冲突。 其中 TiDB 层的冲突检测可以选择关闭,具体配置项如下: diff --git a/v2.1/glossary.md b/v2.1/glossary.md index ce8f4015efd7..dc91ff18aa8b 100644 --- a/v2.1/glossary.md +++ b/v2.1/glossary.md @@ -1,17 +1,41 @@ --- title: 术语表 -summary: 学习 TiDB 相关术语 +summary: 学习 TiDB 相关术语。 category: glossary --- # 术语表 +## A + +### ACID + +ACID 是指数据库管理系统在写入或更新资料的过程中,为保证[事务](#事务)是正确可靠的,所必须具备的四个特性:原子性 (atomicity)、一致性 (consistency)、隔离性(isolation)以及持久性(durability)。 + +* 原子性 (atomicity) 指一个事务中的所有操作,或者全部完成,或者全部不完成,不会结束在中间某个环节。TiDB 通过 Primary Key 所在 [Region](#regionpeerraft-group) 的原子性来保证分布式事务的原子性。 + +* 一致性 (consistency) 指在事务开始之前和结束以后,数据库的完整性没有被破坏。TiDB 在写入数据之前,会校验数据的一致性,校验通过才会写入内存并返回成功。 + +* 隔离性 (isolation) 指数据库允许多个并发事务同时对其数据进行读写和修改的能力。隔离性可以防止多个事务并发执行时由于交叉执行而导致数据的不一致,主要用于处理并发场景。TiDB 目前只支持一种隔离级别,即可重复读。 + +* 持久性 (durability) 指事务处理结束后,对数据的修改就是永久的,即便系统故障也不会丢失。在 TiDB 中,事务一旦提交成功,数据全部持久化存储到 TiKV,此时即使 TiDB 服务器宕机也不会出现数据丢失。 + +## B + +### 悲观事务 + +悲观事务假定并发事务会发生冲突,所以每一条 SQL 语句执行后都会检测冲突,只有在确保事务一定能够执行成功后,才开始提交。另有[乐观事务](#乐观事务)。 + ## L ### Leader/Follower/Learner 它们分别对应 [Peer](#regionpeerraft-group) 的三种角色。其中 Leader 负责响应客户端的读写请求;Follower 被动地从 Leader 同步数据,当 Leader 失效时会进行选举产生新的 Leader;Learner 是一种特殊的角色,它只参与同步 raft log 而不参与投票,在目前的实现中只短暂存在于添加副本的中间步骤。 +### 乐观事务 + +乐观事务假定不会发生并发冲突,只有在事务最终提交时才会检测冲突。另有[悲观事务](#悲观事务)。 + ## O ### Operator @@ -62,6 +86,16 @@ Scheduler(调度器)是 PD 中生成调度的组件。PD 中每个调度器 - `hot-region-scheduler`:保持不同节点的读写热点 Region 均衡。 - `evict-leader-{store-id}`:驱逐某个节点的所有 Leader。(常用于滚动升级) +### 事务 + +事务指一系列有限的数据库操作序列。TiDB 中的事务具备 [ACID](#ACID) 四个特性。 + ### Store -PD 中的 Store 指的是集群中的存储节点,也就是 tikv-server 实例。Store 与 TiKV 实例是严格一一对应的,即使在同一主机甚至同一块磁盘部署多个 TiKV 实例,这些实例也对会对应不同的 Store。 \ No newline at end of file +PD 中的 Store 指的是集群中的存储节点,也就是 tikv-server 实例。Store 与 TiKV 实例是严格一一对应的,即使在同一主机甚至同一块磁盘部署多个 TiKV 实例,这些实例也对会对应不同的 Store。 + +## X + +### 显式事务/隐式事务 + +由事务控制语句定义开始和结束的事务为显式事务。无需定义开始的事务为隐式事务。 \ No newline at end of file diff --git a/v2.1/reference/best-practices/optimisptic-transaction.md b/v2.1/reference/best-practices/optimisptic-transaction.md new file mode 100644 index 000000000000..144abac2c4ee --- /dev/null +++ b/v2.1/reference/best-practices/optimisptic-transaction.md @@ -0,0 +1,266 @@ +--- +title: 乐观锁事务最佳实践 +summary: 了解 TiDB 的乐观事务模型。 +category: reference +--- + +# 乐观锁事务最佳实践 + +本文介绍 TiDB 乐观锁机制的实现原理,并通过分析乐观锁在多种场景下的应用为业务提供最佳实践。本文假定你对 [TiDB 的整体架构](/v2.1/architecture.md#tidb-整体架构)和 [Percolator](https://www.usenix.org/legacy/event/osdi10/tech/full_papers/Peng.pdf) 事务模型都有一定了解,相关核心概念如下: + +- [ACID](/v2.1/glossary.md#ACID) +- [事务](/v2.1/glossary.md#事务) +- [乐观事务](/v2.1/glossary.md#乐观事务) +- [悲观事务](/v2.1/glossary.md#悲观事务) +- [显式事务/隐式事务](/v2.1/glossary.md#显式事务隐式事务) + +## 乐观事务原理 + +TiDB 中事务使用两阶段提交,流程如下: + +![TiDB 中的两阶段提交](/media/best-practices/2pc-in-tidb.png) + +1. 客户端开始一个事务。 + + TiDB 从 PD 获取一个全局唯一递增的版本号作为当前事务的开始版本号,这里定义为该事务的 `start_ts` 版本。 + +2. 客户端发起读请求。 + + a. TiDB 从 PD 获取数据路由信息,即数据具体存在哪个 TiKV 节点上。 + + b. TiDB 从 TiKV 获取 `start_ts` 版本下对应的数据信息。 + +3. 客户端发起写请求。 + + TiDB 校验写入数据是否符合一致性约束(如数据类型是否正确、是否符合唯一索引约束等)。**校验通过的数据将存放在内存里。** + +4. 客户端发起 commit。 + +5. TiDB 开始两阶段提交,保证分布式事务的原子性,让数据真正落盘。 + + a. TiDB 从当前要写入的数据中选择一个 Key 作为当前事务的 Primary Key。 + + b. TiDB 从 PD 获取所有数据的写入路由信息,并将所有的 Key 按照所有的路由进行分类。 + + c. TiDB 并发地向所有涉及的 TiKV 发起 prewrite 请求。TiKV 收到 prewrite 数据后,检查数据版本信息是否存在冲突或已过期。符合条件的数据会被加锁。 + + d. TiDB 成功收到所有 prewrite 请求。 + + e. TiDB 向 PD 获取第二个全局唯一递增版本号,定义为本次事务的 `commit_ts`。 + + f. TiDB 向 Primary Key 所在 TiKV 发起第二阶段提交。TiKV 收到 commit 操作后,检查数据合法性,清理 prewrite 阶段留下的锁。 + + g. TiDB 收到 f 成功信息。 + +6. TiDB 向客户端返回事务提交成功的信息。 + +7. TiDB 异步清理本次事务遗留的锁信息。 + +## 优缺点分析 + +通过分析 TiDB 中事务的处理流程,可以发现 TiDB 事务有如下优点: + +* 实现原理简单,易于理解。 +* 基于单实例事务实现了跨节点事务。 +* 锁管理实现了去中心化。 + +但 TiDB 事务也存在以下缺点: + +* 两阶段提交使网络交互增多。 +* 缺少一个中心化的版本管理服务。 +* 事务数据量过大时易导致内存暴涨。 + +## 事务大小 + +对于 TiDB 乐观事务而言,事务太大或者太小,都会影响事务性能。为了克服上述事务在处理过程中的不足,在实际应用中可以根据事务大小进行针对性处理。 + +### 小事务 + +在自动提交状态 (`autocommit = 1`) 下,下面三条语句各为一个事务: + +```sql +# 使用自动提交的原始版本。 +UPDATE my_table SET a ='new_value' WHERE id = 1; +UPDATE my_table SET a ='newer_value' WHERE id = 2; +UPDATE my_table SET a ='newest_value' WHERE id = 3; +``` + +此时每一条语句都需要经过两阶段提交,频繁的网络交互致使小事务延迟率高。为提升事务执行效率,可以选择使用显式事务,即在一个事务内执行三条语句: + +```sql +# 优化后版本。 +START TRANSACTION; +UPDATE my_table SET a ='new_value' WHERE id = 1; +UPDATE my_table SET a ='newer_value' WHERE id = 2; +UPDATE my_table SET a ='newest_value' WHERE id = 3; +COMMIT; +``` + +同理,执行 `INSERT` 语句时,建议使用显式事务。 + +### 大事务 + +通过分析两阶段提交的过程,可以发现单个事务过大时会存在以下问题: + +* 客户端在提交之前,数据都写在内存中,而数据量过多时易导致 OOM (Out of Memory) 错误。 +* 在第一阶段写入数据时,与其他事务出现冲突的概率会指数级增长,使事务之间相互阻塞影响。 +* 最终导致事务完成提交的耗时增加。 + +因此,TiDB 特意对事务的大小做了一些限制: + +* 单个事务包含的 SQL 语句不超过 5000 条(默认) +* 每个键值对不超过 6 MB +* 键值对的总数不超过 300000 +* 键值对的总大小不超过 100 MB + +为了使性能达到最优,建议每 100~500 行写入一个事务。 + +## 事务冲突 + +事务的冲突,主要指事务并发执行时对相同的 Key 进行了读写操作。冲突主要有两种形式: + +* 读写冲突:部分事务进行读操作时,有事务在同一时间对相同的 Key 进行写操作。 +* 写写冲突:不同事务同时对相同的 Key 进行写操作。 + +在 TiDB 的乐观锁机制中,只有在客户端执行 `commit` 时,才会触发两阶段提交并检测是否存在写写冲突。也就是说,在乐观事务下,如果存在写写冲突,在事务提交阶段就会暴露出来,因而更容易被用户感知。 + +### 默认冲突行为 + +乐观事务下,默认在最终提交时才会进行冲突检测。当两个事务同时更新同一行数据,即并发事务存在冲突时,不同时间点的执行结果如下: + +![并发事务冲突流程](/media/best-practices/optimistic-transaction-table1.png) + +根据乐观锁检测写写冲突的设定,该实例的执行逻辑分析如下: + +![并发事务冲突逻辑](/media/best-practices/optimistic-transaction-case1.png) + +1. 如上图,事务 A 在时间点 `t1` 开始事务,事务 B 在 `t2` 开始事务。 + +2. 事务 A、事务 B 同时更新同一行数据。 + +3. `t4` 时,事务 A 更新 `id = 1` 的同一行数据。 虽然 `t3` 时,事务 B 已经更新了这一行数据,但是乐观事务只有在事务 commit 时才检测冲突,因此 `t4` 的操作执行成功了。 + +4. `t5` 时,事务 B 成功提交,数据落盘。 + +5. `t6` 时,事务 A 尝试提交,检测冲突时发现 `t1` 之后有新的数据写入,因此返回错误,提示客户端重试,事务 A 提交失败。 + +### 重试机制 + +TiDB 中默认使用乐观事务模型,因而在高冲突率的场景中,事务很容易提交失败。而 MySQL 内部使用的是悲观事务模型,对应到上面的实例中,事务 A 在 `t4` 时就会返回错误,提示客户端根据需求去重试。 + +换言之,MySQL 在执行 SQL 语句的过程中进行冲突检测,所以提交时很难出现异常。由于 TiDB 使用乐观锁机制造成了两边行为不一致,要兼容 MySQL 的悲观事务行为,需要在客户端修改大量的代码。为了便于广大 MySQL 用户使用,TiDB 提供了重试机制。当事务提交后,如果发现冲突,TiDB 内部重新执行包含写操作的 SQL 语句。你可以通过设置 `tidb_disable_txn_auto_retry` 和 `tidb_retry_limit` 开启自动重试: + +```toml +# 用于设置是否禁用自动重试,默认不重试。 +tidb_disable_txn_auto_retry = on +# 用来控制重试次数。只有自动重试启用时该参数才会生效。 +# 当 “tidb_retry_limit= 0” 时,也会禁用自动重试。 +tidb_retry_limit = 10 +``` + +推荐通过以下两种方式进行参数设置: + +1. Session 级别设置: + + {{< copyable "sql" >}} + + ```sql + set @@tidb_disable_txn_auto_retry = off; + set @@tidb_retry_limit = 10; + ``` + +2. Global 级别设置: + + {{< copyable "sql" >}} + + ```sql + set @@global.tidb_disable_txn_auto_retry = off; + set @@global.tidb_retry_limit = 10; + ``` + +### 重试的局限性 + +基于重试机制的原理,可将重试过程概括为以下三个步骤: + +1. 重新获取 `start_ts`。 + +2. 重新执行包含写操作的 SQL 语句。 + +3. 两阶段提交。 + +根据第二步,重试时仅重新执行包含写操作的 SQL 语句,并不涉及读操作的 SQL 语句。这会引发以下问题: + +1. `start_ts` 发生了变更。当前事务中,读到数据的时间与事务真正开始的时间发生了变化。同理,写入的版本变成了重试时获取的 `start_ts` 而非事务一开始时获取的 `start_ts`。 + +2. 当前事务中,如果存在依赖查询结果来更新的语句,结果将变得不可控。 + +以下实例来具体说明了重试的局限性。开启自动重试后,当同时更新同一行数据时,Session A 和 Session B 在不同时间点的执行结果如下: + +![自动重试流程](/media/best-practices/optimistic-transaction-table2.png) + +该实例的执行逻辑分析如下: + +![自动重试逻辑](/media/best-practices/optimistic-transaction-case2.png) + +1. 如图,Session B 在 `t2` 时开始事务 2,`t5` 时提交成功。Session A 的事务 1 在事务 2 之前开始,在事务 n2 提交完成后提交。 + +2. 事务 1、事务 2 同时更新同一行数据。 + +3. Session A 提交事务 1 时发现冲突,TiDB 内部重试事务 1。 + a. 重新取得新的 `start_ts` 为 `t8’`。 + b. 重新执行更新语句 `update tidb set name='pd' where id =1 and status=1`。 + +4. 发现当前版本 `t8’` 下并不存在符合条件的语句,不需要更新。 + +5. 没有数据更新,返回上层成功。 + +6. TiDB 认为事务 1 重试成功,返回客户端成功。 + +7. Session A 认为事务执行成功。如果在不存在其他更新,此时查询结果会发现数据与预想的不一致。 + +由上述分析可知,对于重试事务,当事务中更新语句需要依赖查询结果时,会重新取版本号作为 `start_ts`,所以无法保证事务原本可重复读的隔离级别,最终可能导致结果与预期出现不一致。 + +因此,如果存在依赖查询结果来更新 SQL 语句的事务,建议不要打开 TiDB 乐观锁的重试机制。 + +### 冲突预检 + +由上文可以知道,检测底层数据是否存在写写冲突是一个很重要的操作。具体而言,TiKV 在 prewrite 阶段就需要读取数据进行检测。为了优化这一块性能,TiDB 集群会在内存里面进行一次冲突预检测。 + +作为一个分布式系统,TiDB 在内存中的冲突检测主要在两个模块进行: + +* TiDB 层。如果发现 TiDB 实例本身就存在写写冲突,那么第一个写入发出后,后面的写入已经清楚地知道自己冲突了,无需再往下层 TiKV 发送请求去检测冲突。 +* TiKV 层。主要发生在 prewrite 阶段。因为 TiDB 集群是一个分布式系统,TiDB 实例本身无状态,实例之间无法感知到彼此的存在,也就无法确认自己的写入与别的 TiDB 实例是否存在冲突,所以会在 TiKV 这一层检测具体的数据是否有冲突。 + +其中 TiDB 层的冲突检测可以选择关闭,具体配置项如下: + +```toml +# 事务内存锁相关配置,当本地事务冲突比较多时建议开启。 +[txn-local-latches] +# 是否开启内存锁,默认为关闭。 +enabled = false +# Hash 对应的 slot 数,会自动向上调整为 2 的指数倍。 +# 每个 slot 占 32 Bytes 内存。当写入数据的范围比较广时(如导数据), +# 设置过小会导致变慢,性能下降。(默认为 1024000) +capacity = 1024000 +``` + +配置项 `capacity` 主要影响到冲突判断的正确性。在实现冲突检测时,不可能把所有的 Key 都存到内存里,所以真正存下来的是每个 Key 的 Hash 值。有 Hash 算法就有碰撞也就是误判的概率,这里可以通过配置 `capacity` 来控制 Hash 取模的值: + +* `capacity` 值越小,占用内存小,误判概率越大。 +* `capacity` 值越大,占用内存大,误判概率越小。 + +实际应用时,如果业务场景能够预判断写入不存在冲突(如导入数据操作),建议关闭冲突检测。 + +相应地,在 TiKV 层检测内存中是否存在冲突也有类似的机制。不同的是,TiKV 层的检测会更严格且不允许关闭,仅支持对 Hash 取膜值进行配置: + +```toml +# scheduler 内置一个内存锁机制,防止同时对一个 Key 进行操作。 +# 每个 Key hash 到不同的 slot。(默认为 2048000) +scheduler-concurrency = 2048000 +``` + +此外,TiKV 支持监控消耗在 latch 上的等待的时间: + +![Scheduler latch wait duration](/media/best-practices/optimistic-transaction-metric.png) + +当 `Scheduler latch wait duration` 的值特别高时,说明大量时间消耗在等待锁的请求上。如果不存在底层写入慢的问题,基本上可以判断该段时间内冲突比较多。 diff --git a/v3.0/glossary.md b/v3.0/glossary.md index ce8f4015efd7..dc91ff18aa8b 100644 --- a/v3.0/glossary.md +++ b/v3.0/glossary.md @@ -1,17 +1,41 @@ --- title: 术语表 -summary: 学习 TiDB 相关术语 +summary: 学习 TiDB 相关术语。 category: glossary --- # 术语表 +## A + +### ACID + +ACID 是指数据库管理系统在写入或更新资料的过程中,为保证[事务](#事务)是正确可靠的,所必须具备的四个特性:原子性 (atomicity)、一致性 (consistency)、隔离性(isolation)以及持久性(durability)。 + +* 原子性 (atomicity) 指一个事务中的所有操作,或者全部完成,或者全部不完成,不会结束在中间某个环节。TiDB 通过 Primary Key 所在 [Region](#regionpeerraft-group) 的原子性来保证分布式事务的原子性。 + +* 一致性 (consistency) 指在事务开始之前和结束以后,数据库的完整性没有被破坏。TiDB 在写入数据之前,会校验数据的一致性,校验通过才会写入内存并返回成功。 + +* 隔离性 (isolation) 指数据库允许多个并发事务同时对其数据进行读写和修改的能力。隔离性可以防止多个事务并发执行时由于交叉执行而导致数据的不一致,主要用于处理并发场景。TiDB 目前只支持一种隔离级别,即可重复读。 + +* 持久性 (durability) 指事务处理结束后,对数据的修改就是永久的,即便系统故障也不会丢失。在 TiDB 中,事务一旦提交成功,数据全部持久化存储到 TiKV,此时即使 TiDB 服务器宕机也不会出现数据丢失。 + +## B + +### 悲观事务 + +悲观事务假定并发事务会发生冲突,所以每一条 SQL 语句执行后都会检测冲突,只有在确保事务一定能够执行成功后,才开始提交。另有[乐观事务](#乐观事务)。 + ## L ### Leader/Follower/Learner 它们分别对应 [Peer](#regionpeerraft-group) 的三种角色。其中 Leader 负责响应客户端的读写请求;Follower 被动地从 Leader 同步数据,当 Leader 失效时会进行选举产生新的 Leader;Learner 是一种特殊的角色,它只参与同步 raft log 而不参与投票,在目前的实现中只短暂存在于添加副本的中间步骤。 +### 乐观事务 + +乐观事务假定不会发生并发冲突,只有在事务最终提交时才会检测冲突。另有[悲观事务](#悲观事务)。 + ## O ### Operator @@ -62,6 +86,16 @@ Scheduler(调度器)是 PD 中生成调度的组件。PD 中每个调度器 - `hot-region-scheduler`:保持不同节点的读写热点 Region 均衡。 - `evict-leader-{store-id}`:驱逐某个节点的所有 Leader。(常用于滚动升级) +### 事务 + +事务指一系列有限的数据库操作序列。TiDB 中的事务具备 [ACID](#ACID) 四个特性。 + ### Store -PD 中的 Store 指的是集群中的存储节点,也就是 tikv-server 实例。Store 与 TiKV 实例是严格一一对应的,即使在同一主机甚至同一块磁盘部署多个 TiKV 实例,这些实例也对会对应不同的 Store。 \ No newline at end of file +PD 中的 Store 指的是集群中的存储节点,也就是 tikv-server 实例。Store 与 TiKV 实例是严格一一对应的,即使在同一主机甚至同一块磁盘部署多个 TiKV 实例,这些实例也对会对应不同的 Store。 + +## X + +### 显式事务/隐式事务 + +由事务控制语句定义开始和结束的事务为显式事务。无需定义开始的事务为隐式事务。 \ No newline at end of file diff --git a/v3.0/reference/best-practices/optimisptic-transaction.md b/v3.0/reference/best-practices/optimisptic-transaction.md new file mode 100644 index 000000000000..e67ca2803dce --- /dev/null +++ b/v3.0/reference/best-practices/optimisptic-transaction.md @@ -0,0 +1,266 @@ +--- +title: 乐观锁事务最佳实践 +summary: 了解 TiDB 的乐观事务模型。 +category: reference +--- + +# 乐观锁事务最佳实践 + +本文介绍 TiDB 乐观锁机制的实现原理,并通过分析乐观锁在多种场景下的应用为业务提供最佳实践。本文假定你对 [TiDB 的整体架构](/v3.0/architecture.md#tidb-整体架构)和 [Percolator](https://www.usenix.org/legacy/event/osdi10/tech/full_papers/Peng.pdf) 事务模型都有一定了解,相关核心概念如下: + +- [ACID](/v3.0/glossary.md#ACID) +- [事务](/v3.0/glossary.md#事务) +- [乐观事务](/v3.0/glossary.md#乐观事务) +- [悲观事务](/v3.0/glossary.md#悲观事务) +- [显式事务/隐式事务](/v3.0/glossary.md#显式事务隐式事务) + +## 乐观事务原理 + +TiDB 中事务使用两阶段提交,流程如下: + +![TiDB 中的两阶段提交](/media/best-practices/2pc-in-tidb.png) + +1. 客户端开始一个事务。 + + TiDB 从 PD 获取一个全局唯一递增的版本号作为当前事务的开始版本号,这里定义为该事务的 `start_ts` 版本。 + +2. 客户端发起读请求。 + + a. TiDB 从 PD 获取数据路由信息,即数据具体存在哪个 TiKV 节点上。 + + b. TiDB 从 TiKV 获取 `start_ts` 版本下对应的数据信息。 + +3. 客户端发起写请求。 + + TiDB 校验写入数据是否符合一致性约束(如数据类型是否正确、是否符合唯一索引约束等)。**校验通过的数据将存放在内存里。** + +4. 客户端发起 commit。 + +5. TiDB 开始两阶段提交,保证分布式事务的原子性,让数据真正落盘。 + + a. TiDB 从当前要写入的数据中选择一个 Key 作为当前事务的 Primary Key。 + + b. TiDB 从 PD 获取所有数据的写入路由信息,并将所有的 Key 按照所有的路由进行分类。 + + c. TiDB 并发地向所有涉及的 TiKV 发起 prewrite 请求。TiKV 收到 prewrite 数据后,检查数据版本信息是否存在冲突或已过期。符合条件的数据会被加锁。 + + d. TiDB 成功收到所有 prewrite 请求。 + + e. TiDB 向 PD 获取第二个全局唯一递增版本号,定义为本次事务的 `commit_ts`。 + + f. TiDB 向 Primary Key 所在 TiKV 发起第二阶段提交。TiKV 收到 commit 操作后,检查数据合法性,清理 prewrite 阶段留下的锁。 + + g. TiDB 收到 f 成功信息。 + +6. TiDB 向客户端返回事务提交成功的信息。 + +7. TiDB 异步清理本次事务遗留的锁信息。 + +## 优缺点分析 + +通过分析 TiDB 中事务的处理流程,可以发现 TiDB 事务有如下优点: + +* 实现原理简单,易于理解。 +* 基于单实例事务实现了跨节点事务。 +* 锁管理实现了去中心化。 + +但 TiDB 事务也存在以下缺点: + +* 两阶段提交使网络交互增多。 +* 缺少一个中心化的版本管理服务。 +* 事务数据量过大时易导致内存暴涨。 + +## 事务大小 + +对于 TiDB 乐观事务而言,事务太大或者太小,都会影响事务性能。为了克服上述事务在处理过程中的不足,在实际应用中可以根据事务大小进行针对性处理。 + +### 小事务 + +在自动提交状态 (`autocommit = 1`) 下,下面三条语句各为一个事务: + +```sql +# 使用自动提交的原始版本。 +UPDATE my_table SET a ='new_value' WHERE id = 1; +UPDATE my_table SET a ='newer_value' WHERE id = 2; +UPDATE my_table SET a ='newest_value' WHERE id = 3; +``` + +此时每一条语句都需要经过两阶段提交,频繁的网络交互致使小事务延迟率高。为提升事务执行效率,可以选择使用显式事务,即在一个事务内执行三条语句: + +```sql +# 优化后版本。 +START TRANSACTION; +UPDATE my_table SET a ='new_value' WHERE id = 1; +UPDATE my_table SET a ='newer_value' WHERE id = 2; +UPDATE my_table SET a ='newest_value' WHERE id = 3; +COMMIT; +``` + +同理,执行 `INSERT` 语句时,建议使用显式事务。 + +### 大事务 + +通过分析两阶段提交的过程,可以发现单个事务过大时会存在以下问题: + +* 客户端在提交之前,数据都写在内存中,而数据量过多时易导致 OOM (Out of Memory) 错误。 +* 在第一阶段写入数据时,与其他事务出现冲突的概率会指数级增长,使事务之间相互阻塞影响。 +* 最终导致事务完成提交的耗时增加。 + +因此,TiDB 特意对事务的大小做了一些限制: + +* 单个事务包含的 SQL 语句不超过 5000 条(默认) +* 每个键值对不超过 6 MB +* 键值对的总数不超过 300000 +* 键值对的总大小不超过 100 MB + +为了使性能达到最优,建议每 100~500 行写入一个事务。 + +## 事务冲突 + +事务的冲突,主要指事务并发执行时对相同的 Key 进行了读写操作。冲突主要有两种形式: + +* 读写冲突:部分事务进行读操作时,有事务在同一时间对相同的 Key 进行写操作。 +* 写写冲突:不同事务同时对相同的 Key 进行写操作。 + +在 TiDB 的乐观锁机制中,只有在客户端执行 `commit` 时,才会触发两阶段提交并检测是否存在写写冲突。也就是说,在乐观事务下,如果存在写写冲突,在事务提交阶段就会暴露出来,因而更容易被用户感知。 + +### 默认冲突行为 + +乐观事务下,默认在最终提交时才会进行冲突检测。当两个事务同时更新同一行数据,即并发事务存在冲突时,不同时间点的执行结果如下: + +![并发事务冲突流程](/media/best-practices/optimistic-transaction-table1.png) + +根据乐观锁检测写写冲突的设定,该实例的执行逻辑分析如下: + +![并发事务冲突逻辑](/media/best-practices/optimistic-transaction-case1.png) + +1. 如上图,事务 A 在时间点 `t1` 开始事务,事务 B 在 `t2` 开始事务。 + +2. 事务 A、事务 B 同时更新同一行数据。 + +3. `t4` 时,事务 A 更新 `id = 1` 的同一行数据。 虽然 `t3` 时,事务 B 已经更新了这一行数据,但是乐观事务只有在事务 commit 时才检测冲突,因此 `t4` 的操作执行成功了。 + +4. `t5` 时,事务 B 成功提交,数据落盘。 + +5. `t6` 时,事务 A 尝试提交,检测冲突时发现 `t1` 之后有新的数据写入,因此返回错误,提示客户端重试,事务 A 提交失败。 + +### 重试机制 + +TiDB 中默认使用乐观事务模型,因而在高冲突率的场景中,事务很容易提交失败。而 MySQL 内部使用的是悲观事务模型,对应到上面的实例中,事务 A 在 `t4` 时就会返回错误,提示客户端根据需求去重试。 + +换言之,MySQL 在执行 SQL 语句的过程中进行冲突检测,所以提交时很难出现异常。由于 TiDB 使用乐观锁机制造成了两边行为不一致,要兼容 MySQL 的悲观事务行为,需要在客户端修改大量的代码。为了便于广大 MySQL 用户使用,TiDB 提供了重试机制。当事务提交后,如果发现冲突,TiDB 内部重新执行包含写操作的 SQL 语句。你可以通过设置 `tidb_disable_txn_auto_retry` 和 `tidb_retry_limit` 开启自动重试: + +```toml +# 用于设置是否禁用自动重试,默认不重试。 +tidb_disable_txn_auto_retry = on +# 用来控制重试次数。只有自动重试启用时该参数才会生效。 +# 当 “tidb_retry_limit= 0” 时,也会禁用自动重试。 +tidb_retry_limit = 10 +``` + +推荐通过以下两种方式进行参数设置: + +1. Session 级别设置: + + {{< copyable "sql" >}} + + ```sql + set @@tidb_disable_txn_auto_retry = off; + set @@tidb_retry_limit = 10; + ``` + +2. Global 级别设置: + + {{< copyable "sql" >}} + + ```sql + set @@global.tidb_disable_txn_auto_retry = off; + set @@global.tidb_retry_limit = 10; + ``` + +### 重试的局限性 + +基于重试机制的原理,可将重试过程概括为以下三个步骤: + +1. 重新获取 `start_ts`。 + +2. 重新执行包含写操作的 SQL 语句。 + +3. 两阶段提交。 + +根据第二步,重试时仅重新执行包含写操作的 SQL 语句,并不涉及读操作的 SQL 语句。这会引发以下问题: + +1. `start_ts` 发生了变更。当前事务中,读到数据的时间与事务真正开始的时间发生了变化。同理,写入的版本变成了重试时获取的 `start_ts` 而非事务一开始时获取的 `start_ts`。 + +2. 当前事务中,如果存在依赖查询结果来更新的语句,结果将变得不可控。 + +以下实例来具体说明了重试的局限性。开启自动重试后,当同时更新同一行数据时,Session A 和 Session B 在不同时间点的执行结果如下: + +![自动重试流程](/media/best-practices/optimistic-transaction-table2.png) + +该实例的执行逻辑分析如下: + +![自动重试逻辑](/media/best-practices/optimistic-transaction-case2.png) + +1. 如图,Session B 在 `t2` 时开始事务 2,`t5` 时提交成功。Session A 的事务 1 在事务 2 之前开始,在事务 n2 提交完成后提交。 + +2. 事务 1、事务 2 同时更新同一行数据。 + +3. Session A 提交事务 1 时发现冲突,TiDB 内部重试事务 1。 + a. 重新取得新的 `start_ts` 为 `t8’`。 + b. 重新执行更新语句 `update tidb set name='pd' where id =1 and status=1`。 + +4. 发现当前版本 `t8’` 下并不存在符合条件的语句,不需要更新。 + +5. 没有数据更新,返回上层成功。 + +6. TiDB 认为事务 1 重试成功,返回客户端成功。 + +7. Session A 认为事务执行成功。如果在不存在其他更新,此时查询结果会发现数据与预想的不一致。 + +由上述分析可知,对于重试事务,当事务中更新语句需要依赖查询结果时,会重新取版本号作为 `start_ts`,所以无法保证事务原本可重复读的隔离级别,最终可能导致结果与预期出现不一致。 + +因此,如果存在依赖查询结果来更新 SQL 语句的事务,建议不要打开 TiDB 乐观锁的重试机制。 + +### 冲突预检 + +由上文可以知道,检测底层数据是否存在写写冲突是一个很重要的操作。具体而言,TiKV 在 prewrite 阶段就需要读取数据进行检测。为了优化这一块性能,TiDB 集群会在内存里面进行一次冲突预检测。 + +作为一个分布式系统,TiDB 在内存中的冲突检测主要在两个模块进行: + +* TiDB 层。如果发现 TiDB 实例本身就存在写写冲突,那么第一个写入发出后,后面的写入已经清楚地知道自己冲突了,无需再往下层 TiKV 发送请求去检测冲突。 +* TiKV 层。主要发生在 prewrite 阶段。因为 TiDB 集群是一个分布式系统,TiDB 实例本身无状态,实例之间无法感知到彼此的存在,也就无法确认自己的写入与别的 TiDB 实例是否存在冲突,所以会在 TiKV 这一层检测具体的数据是否有冲突。 + +其中 TiDB 层的冲突检测可以选择关闭,具体配置项如下: + +```toml +# 事务内存锁相关配置,当本地事务冲突比较多时建议开启。 +[txn-local-latches] +# 是否开启内存锁,默认为关闭。 +enabled = false +# Hash 对应的 slot 数,会自动向上调整为 2 的指数倍。 +# 每个 slot 占 32 Bytes 内存。当写入数据的范围比较广时(如导数据), +# 设置过小会导致变慢,性能下降。(默认为 1024000) +capacity = 1024000 +``` + +配置项 `capacity` 主要影响到冲突判断的正确性。在实现冲突检测时,不可能把所有的 Key 都存到内存里,所以真正存下来的是每个 Key 的 Hash 值。有 Hash 算法就有碰撞也就是误判的概率,这里可以通过配置 `capacity` 来控制 Hash 取模的值: + +* `capacity` 值越小,占用内存小,误判概率越大。 +* `capacity` 值越大,占用内存大,误判概率越小。 + +实际应用时,如果业务场景能够预判断写入不存在冲突(如导入数据操作),建议关闭冲突检测。 + +相应地,在 TiKV 层检测内存中是否存在冲突也有类似的机制。不同的是,TiKV 层的检测会更严格且不允许关闭,仅支持对 Hash 取膜值进行配置: + +```toml +# scheduler 内置一个内存锁机制,防止同时对一个 Key 进行操作。 +# 每个 Key hash 到不同的 slot。(默认为 2048000) +scheduler-concurrency = 2048000 +``` + +此外,TiKV 支持监控消耗在 latch 上的等待的时间: + +![Scheduler latch wait duration](/media/best-practices/optimistic-transaction-metric.png) + +当 `Scheduler latch wait duration` 的值特别高时,说明大量时间消耗在等待锁的请求上。如果不存在底层写入慢的问题,基本上可以判断该段时间内冲突比较多。 diff --git a/v3.1/glossary.md b/v3.1/glossary.md index ce8f4015efd7..dc91ff18aa8b 100644 --- a/v3.1/glossary.md +++ b/v3.1/glossary.md @@ -1,17 +1,41 @@ --- title: 术语表 -summary: 学习 TiDB 相关术语 +summary: 学习 TiDB 相关术语。 category: glossary --- # 术语表 +## A + +### ACID + +ACID 是指数据库管理系统在写入或更新资料的过程中,为保证[事务](#事务)是正确可靠的,所必须具备的四个特性:原子性 (atomicity)、一致性 (consistency)、隔离性(isolation)以及持久性(durability)。 + +* 原子性 (atomicity) 指一个事务中的所有操作,或者全部完成,或者全部不完成,不会结束在中间某个环节。TiDB 通过 Primary Key 所在 [Region](#regionpeerraft-group) 的原子性来保证分布式事务的原子性。 + +* 一致性 (consistency) 指在事务开始之前和结束以后,数据库的完整性没有被破坏。TiDB 在写入数据之前,会校验数据的一致性,校验通过才会写入内存并返回成功。 + +* 隔离性 (isolation) 指数据库允许多个并发事务同时对其数据进行读写和修改的能力。隔离性可以防止多个事务并发执行时由于交叉执行而导致数据的不一致,主要用于处理并发场景。TiDB 目前只支持一种隔离级别,即可重复读。 + +* 持久性 (durability) 指事务处理结束后,对数据的修改就是永久的,即便系统故障也不会丢失。在 TiDB 中,事务一旦提交成功,数据全部持久化存储到 TiKV,此时即使 TiDB 服务器宕机也不会出现数据丢失。 + +## B + +### 悲观事务 + +悲观事务假定并发事务会发生冲突,所以每一条 SQL 语句执行后都会检测冲突,只有在确保事务一定能够执行成功后,才开始提交。另有[乐观事务](#乐观事务)。 + ## L ### Leader/Follower/Learner 它们分别对应 [Peer](#regionpeerraft-group) 的三种角色。其中 Leader 负责响应客户端的读写请求;Follower 被动地从 Leader 同步数据,当 Leader 失效时会进行选举产生新的 Leader;Learner 是一种特殊的角色,它只参与同步 raft log 而不参与投票,在目前的实现中只短暂存在于添加副本的中间步骤。 +### 乐观事务 + +乐观事务假定不会发生并发冲突,只有在事务最终提交时才会检测冲突。另有[悲观事务](#悲观事务)。 + ## O ### Operator @@ -62,6 +86,16 @@ Scheduler(调度器)是 PD 中生成调度的组件。PD 中每个调度器 - `hot-region-scheduler`:保持不同节点的读写热点 Region 均衡。 - `evict-leader-{store-id}`:驱逐某个节点的所有 Leader。(常用于滚动升级) +### 事务 + +事务指一系列有限的数据库操作序列。TiDB 中的事务具备 [ACID](#ACID) 四个特性。 + ### Store -PD 中的 Store 指的是集群中的存储节点,也就是 tikv-server 实例。Store 与 TiKV 实例是严格一一对应的,即使在同一主机甚至同一块磁盘部署多个 TiKV 实例,这些实例也对会对应不同的 Store。 \ No newline at end of file +PD 中的 Store 指的是集群中的存储节点,也就是 tikv-server 实例。Store 与 TiKV 实例是严格一一对应的,即使在同一主机甚至同一块磁盘部署多个 TiKV 实例,这些实例也对会对应不同的 Store。 + +## X + +### 显式事务/隐式事务 + +由事务控制语句定义开始和结束的事务为显式事务。无需定义开始的事务为隐式事务。 \ No newline at end of file diff --git a/v3.1/reference/best-practices/optimisptic-transaction.md b/v3.1/reference/best-practices/optimisptic-transaction.md new file mode 100644 index 000000000000..e7d3a7db78bc --- /dev/null +++ b/v3.1/reference/best-practices/optimisptic-transaction.md @@ -0,0 +1,266 @@ +--- +title: 乐观锁事务最佳实践 +summary: 了解 TiDB 的乐观事务模型。 +category: reference +--- + +# 乐观锁事务最佳实践 + +本文介绍 TiDB 乐观锁机制的实现原理,并通过分析乐观锁在多种场景下的应用为业务提供最佳实践。本文假定你对 [TiDB 的整体架构](/v3.1/architecture.md#tidb-整体架构)和 [Percolator](https://www.usenix.org/legacy/event/osdi10/tech/full_papers/Peng.pdf) 事务模型都有一定了解,相关核心概念如下: + +- [ACID](/v3.1/glossary.md#ACID) +- [事务](/v3.1/glossary.md#事务) +- [乐观事务](/v3.1/glossary.md#乐观事务) +- [悲观事务](/v3.1/glossary.md#悲观事务) +- [显式事务/隐式事务](/v3.1/glossary.md#显式事务隐式事务) + +## 乐观事务原理 + +TiDB 中事务使用两阶段提交,流程如下: + +![TiDB 中的两阶段提交](/media/best-practices/2pc-in-tidb.png) + +1. 客户端开始一个事务。 + + TiDB 从 PD 获取一个全局唯一递增的版本号作为当前事务的开始版本号,这里定义为该事务的 `start_ts` 版本。 + +2. 客户端发起读请求。 + + a. TiDB 从 PD 获取数据路由信息,即数据具体存在哪个 TiKV 节点上。 + + b. TiDB 从 TiKV 获取 `start_ts` 版本下对应的数据信息。 + +3. 客户端发起写请求。 + + TiDB 校验写入数据是否符合一致性约束(如数据类型是否正确、是否符合唯一索引约束等)。**校验通过的数据将存放在内存里。** + +4. 客户端发起 commit。 + +5. TiDB 开始两阶段提交,保证分布式事务的原子性,让数据真正落盘。 + + a. TiDB 从当前要写入的数据中选择一个 Key 作为当前事务的 Primary Key。 + + b. TiDB 从 PD 获取所有数据的写入路由信息,并将所有的 Key 按照所有的路由进行分类。 + + c. TiDB 并发地向所有涉及的 TiKV 发起 prewrite 请求。TiKV 收到 prewrite 数据后,检查数据版本信息是否存在冲突或已过期。符合条件的数据会被加锁。 + + d. TiDB 成功收到所有 prewrite 请求。 + + e. TiDB 向 PD 获取第二个全局唯一递增版本号,定义为本次事务的 `commit_ts`。 + + f. TiDB 向 Primary Key 所在 TiKV 发起第二阶段提交。TiKV 收到 commit 操作后,检查数据合法性,清理 prewrite 阶段留下的锁。 + + g. TiDB 收到 f 成功信息。 + +6. TiDB 向客户端返回事务提交成功的信息。 + +7. TiDB 异步清理本次事务遗留的锁信息。 + +## 优缺点分析 + +通过分析 TiDB 中事务的处理流程,可以发现 TiDB 事务有如下优点: + +* 实现原理简单,易于理解。 +* 基于单实例事务实现了跨节点事务。 +* 锁管理实现了去中心化。 + +但 TiDB 事务也存在以下缺点: + +* 两阶段提交使网络交互增多。 +* 缺少一个中心化的版本管理服务。 +* 事务数据量过大时易导致内存暴涨。 + +## 事务大小 + +对于 TiDB 乐观事务而言,事务太大或者太小,都会影响事务性能。为了克服上述事务在处理过程中的不足,在实际应用中可以根据事务大小进行针对性处理。 + +### 小事务 + +在自动提交状态 (`autocommit = 1`) 下,下面三条语句各为一个事务: + +```sql +# 使用自动提交的原始版本。 +UPDATE my_table SET a ='new_value' WHERE id = 1; +UPDATE my_table SET a ='newer_value' WHERE id = 2; +UPDATE my_table SET a ='newest_value' WHERE id = 3; +``` + +此时每一条语句都需要经过两阶段提交,频繁的网络交互致使小事务延迟率高。为提升事务执行效率,可以选择使用显式事务,即在一个事务内执行三条语句: + +```sql +# 优化后版本。 +START TRANSACTION; +UPDATE my_table SET a ='new_value' WHERE id = 1; +UPDATE my_table SET a ='newer_value' WHERE id = 2; +UPDATE my_table SET a ='newest_value' WHERE id = 3; +COMMIT; +``` + +同理,执行 `INSERT` 语句时,建议使用显式事务。 + +### 大事务 + +通过分析两阶段提交的过程,可以发现单个事务过大时会存在以下问题: + +* 客户端在提交之前,数据都写在内存中,而数据量过多时易导致 OOM (Out of Memory) 错误。 +* 在第一阶段写入数据时,与其他事务出现冲突的概率会指数级增长,使事务之间相互阻塞影响。 +* 最终导致事务完成提交的耗时增加。 + +因此,TiDB 特意对事务的大小做了一些限制: + +* 单个事务包含的 SQL 语句不超过 5000 条(默认) +* 每个键值对不超过 6 MB +* 键值对的总数不超过 300000 +* 键值对的总大小不超过 100 MB + +为了使性能达到最优,建议每 100~500 行写入一个事务。 + +## 事务冲突 + +事务的冲突,主要指事务并发执行时对相同的 Key 进行了读写操作。冲突主要有两种形式: + +* 读写冲突:部分事务进行读操作时,有事务在同一时间对相同的 Key 进行写操作。 +* 写写冲突:不同事务同时对相同的 Key 进行写操作。 + +在 TiDB 的乐观锁机制中,只有在客户端执行 `commit` 时,才会触发两阶段提交并检测是否存在写写冲突。也就是说,在乐观事务下,如果存在写写冲突,在事务提交阶段就会暴露出来,因而更容易被用户感知。 + +### 默认冲突行为 + +乐观事务下,默认在最终提交时才会进行冲突检测。当两个事务同时更新同一行数据,即并发事务存在冲突时,不同时间点的执行结果如下: + +![并发事务冲突流程](/media/best-practices/optimistic-transaction-table1.png) + +根据乐观锁检测写写冲突的设定,该实例的执行逻辑分析如下: + +![并发事务冲突逻辑](/media/best-practices/optimistic-transaction-case1.png) + +1. 如上图,事务 A 在时间点 `t1` 开始事务,事务 B 在 `t2` 开始事务。 + +2. 事务 A、事务 B 同时更新同一行数据。 + +3. `t4` 时,事务 A 更新 `id = 1` 的同一行数据。 虽然 `t3` 时,事务 B 已经更新了这一行数据,但是乐观事务只有在事务 commit 时才检测冲突,因此 `t4` 的操作执行成功了。 + +4. `t5` 时,事务 B 成功提交,数据落盘。 + +5. `t6` 时,事务 A 尝试提交,检测冲突时发现 `t1` 之后有新的数据写入,因此返回错误,提示客户端重试,事务 A 提交失败。 + +### 重试机制 + +TiDB 中默认使用乐观事务模型,因而在高冲突率的场景中,事务很容易提交失败。而 MySQL 内部使用的是悲观事务模型,对应到上面的实例中,事务 A 在 `t4` 时就会返回错误,提示客户端根据需求去重试。 + +换言之,MySQL 在执行 SQL 语句的过程中进行冲突检测,所以提交时很难出现异常。由于 TiDB 使用乐观锁机制造成了两边行为不一致,要兼容 MySQL 的悲观事务行为,需要在客户端修改大量的代码。为了便于广大 MySQL 用户使用,TiDB 提供了重试机制。当事务提交后,如果发现冲突,TiDB 内部重新执行包含写操作的 SQL 语句。你可以通过设置 `tidb_disable_txn_auto_retry` 和 `tidb_retry_limit` 开启自动重试: + +```toml +# 用于设置是否禁用自动重试,默认不重试。 +tidb_disable_txn_auto_retry = on +# 用来控制重试次数。只有自动重试启用时该参数才会生效。 +# 当 “tidb_retry_limit= 0” 时,也会禁用自动重试。 +tidb_retry_limit = 10 +``` + +推荐通过以下两种方式进行参数设置: + +1. Session 级别设置: + + {{< copyable "sql" >}} + + ```sql + set @@tidb_disable_txn_auto_retry = off; + set @@tidb_retry_limit = 10; + ``` + +2. Global 级别设置: + + {{< copyable "sql" >}} + + ```sql + set @@global.tidb_disable_txn_auto_retry = off; + set @@global.tidb_retry_limit = 10; + ``` + +### 重试的局限性 + +基于重试机制的原理,可将重试过程概括为以下三个步骤: + +1. 重新获取 `start_ts`。 + +2. 重新执行包含写操作的 SQL 语句。 + +3. 两阶段提交。 + +根据第二步,重试时仅重新执行包含写操作的 SQL 语句,并不涉及读操作的 SQL 语句。这会引发以下问题: + +1. `start_ts` 发生了变更。当前事务中,读到数据的时间与事务真正开始的时间发生了变化。同理,写入的版本变成了重试时获取的 `start_ts` 而非事务一开始时获取的 `start_ts`。 + +2. 当前事务中,如果存在依赖查询结果来更新的语句,结果将变得不可控。 + +以下实例来具体说明了重试的局限性。开启自动重试后,当同时更新同一行数据时,Session A 和 Session B 在不同时间点的执行结果如下: + +![自动重试流程](/media/best-practices/optimistic-transaction-table2.png) + +该实例的执行逻辑分析如下: + +![自动重试逻辑](/media/best-practices/optimistic-transaction-case2.png) + +1. 如图,Session B 在 `t2` 时开始事务 2,`t5` 时提交成功。Session A 的事务 1 在事务 2 之前开始,在事务 n2 提交完成后提交。 + +2. 事务 1、事务 2 同时更新同一行数据。 + +3. Session A 提交事务 1 时发现冲突,TiDB 内部重试事务 1。 + a. 重新取得新的 `start_ts` 为 `t8’`。 + b. 重新执行更新语句 `update tidb set name='pd' where id =1 and status=1`。 + +4. 发现当前版本 `t8’` 下并不存在符合条件的语句,不需要更新。 + +5. 没有数据更新,返回上层成功。 + +6. TiDB 认为事务 1 重试成功,返回客户端成功。 + +7. Session A 认为事务执行成功。如果在不存在其他更新,此时查询结果会发现数据与预想的不一致。 + +由上述分析可知,对于重试事务,当事务中更新语句需要依赖查询结果时,会重新取版本号作为 `start_ts`,所以无法保证事务原本可重复读的隔离级别,最终可能导致结果与预期出现不一致。 + +因此,如果存在依赖查询结果来更新 SQL 语句的事务,建议不要打开 TiDB 乐观锁的重试机制。 + +### 冲突预检 + +由上文可以知道,检测底层数据是否存在写写冲突是一个很重要的操作。具体而言,TiKV 在 prewrite 阶段就需要读取数据进行检测。为了优化这一块性能,TiDB 集群会在内存里面进行一次冲突预检测。 + +作为一个分布式系统,TiDB 在内存中的冲突检测主要在两个模块进行: + +* TiDB 层。如果发现 TiDB 实例本身就存在写写冲突,那么第一个写入发出后,后面的写入已经清楚地知道自己冲突了,无需再往下层 TiKV 发送请求去检测冲突。 +* TiKV 层。主要发生在 prewrite 阶段。因为 TiDB 集群是一个分布式系统,TiDB 实例本身无状态,实例之间无法感知到彼此的存在,也就无法确认自己的写入与别的 TiDB 实例是否存在冲突,所以会在 TiKV 这一层检测具体的数据是否有冲突。 + +其中 TiDB 层的冲突检测可以选择关闭,具体配置项如下: + +```toml +# 事务内存锁相关配置,当本地事务冲突比较多时建议开启。 +[txn-local-latches] +# 是否开启内存锁,默认为关闭。 +enabled = false +# Hash 对应的 slot 数,会自动向上调整为 2 的指数倍。 +# 每个 slot 占 32 Bytes 内存。当写入数据的范围比较广时(如导数据), +# 设置过小会导致变慢,性能下降。(默认为 1024000) +capacity = 1024000 +``` + +配置项 `capacity` 主要影响到冲突判断的正确性。在实现冲突检测时,不可能把所有的 Key 都存到内存里,所以真正存下来的是每个 Key 的 Hash 值。有 Hash 算法就有碰撞也就是误判的概率,这里可以通过配置 `capacity` 来控制 Hash 取模的值: + +* `capacity` 值越小,占用内存小,误判概率越大。 +* `capacity` 值越大,占用内存大,误判概率越小。 + +实际应用时,如果业务场景能够预判断写入不存在冲突(如导入数据操作),建议关闭冲突检测。 + +相应地,在 TiKV 层检测内存中是否存在冲突也有类似的机制。不同的是,TiKV 层的检测会更严格且不允许关闭,仅支持对 Hash 取膜值进行配置: + +```toml +# scheduler 内置一个内存锁机制,防止同时对一个 Key 进行操作。 +# 每个 Key hash 到不同的 slot。(默认为 2048000) +scheduler-concurrency = 2048000 +``` + +此外,TiKV 支持监控消耗在 latch 上的等待的时间: + +![Scheduler latch wait duration](/media/best-practices/optimistic-transaction-metric.png) + +当 `Scheduler latch wait duration` 的值特别高时,说明大量时间消耗在等待锁的请求上。如果不存在底层写入慢的问题,基本上可以判断该段时间内冲突比较多。 From 440cc6499285abfca4c92bed409cdb89643f9caf Mon Sep 17 00:00:00 2001 From: anotherrachel Date: Mon, 2 Dec 2019 15:43:21 +0800 Subject: [PATCH 7/7] update toc and filename --- dev/TOC.md | 1 + .../{optimisptic-transaction.md => optimistic-transaction.md} | 4 ++-- v2.1/TOC.md | 1 + .../{optimisptic-transaction.md => optimistic-transaction.md} | 4 ++-- v3.0/TOC.md | 1 + .../{optimisptic-transaction.md => optimistic-transaction.md} | 0 v3.1/TOC.md | 1 + .../{optimisptic-transaction.md => optimistic-transaction.md} | 4 ++-- 8 files changed, 10 insertions(+), 6 deletions(-) rename dev/reference/best-practices/{optimisptic-transaction.md => optimistic-transaction.md} (99%) rename v2.1/reference/best-practices/{optimisptic-transaction.md => optimistic-transaction.md} (99%) rename v3.0/reference/best-practices/{optimisptic-transaction.md => optimistic-transaction.md} (100%) rename v3.1/reference/best-practices/{optimisptic-transaction.md => optimistic-transaction.md} (99%) diff --git a/dev/TOC.md b/dev/TOC.md index d04d33940786..537e6da86d86 100644 --- a/dev/TOC.md +++ b/dev/TOC.md @@ -270,6 +270,7 @@ - [Grafana 监控最佳实践](/dev/reference/best-practices/grafana-monitor.md) - [PD 调度策略最佳实践](/dev/reference/best-practices/pd-scheduling.md) - [海量 Region 集群调优最佳实践](/dev/reference/best-practices/massive-regions.md) + - [乐观锁事务最佳实践](/dev/reference/best-practices/optimistic-transaction.md) + [TiSpark 使用指南](/dev/reference/tispark.md) + TiDB Binlog - [概述](/dev/reference/tidb-binlog/overview.md) diff --git a/dev/reference/best-practices/optimisptic-transaction.md b/dev/reference/best-practices/optimistic-transaction.md similarity index 99% rename from dev/reference/best-practices/optimisptic-transaction.md rename to dev/reference/best-practices/optimistic-transaction.md index 948dc604d4da..3d425ea6c029 100644 --- a/dev/reference/best-practices/optimisptic-transaction.md +++ b/dev/reference/best-practices/optimistic-transaction.md @@ -240,8 +240,8 @@ tidb_retry_limit = 10 enabled = false # Hash 对应的 slot 数,会自动向上调整为 2 的指数倍。 # 每个 slot 占 32 Bytes 内存。当写入数据的范围比较广时(如导数据), -# 设置过小会导致变慢,性能下降。(默认为 1024000) -capacity = 1024000 +# 设置过小会导致变慢,性能下降。(默认为 2048000) +capacity = 2048000 ``` 配置项 `capacity` 主要影响到冲突判断的正确性。在实现冲突检测时,不可能把所有的 Key 都存到内存里,所以真正存下来的是每个 Key 的 Hash 值。有 Hash 算法就有碰撞也就是误判的概率,这里可以通过配置 `capacity` 来控制 Hash 取模的值: diff --git a/v2.1/TOC.md b/v2.1/TOC.md index a887b7aaddcd..74c7874253e5 100644 --- a/v2.1/TOC.md +++ b/v2.1/TOC.md @@ -245,6 +245,7 @@ - [Grafana 监控最佳实践](/v2.1/reference/best-practices/grafana-monitor.md) - [PD 调度策略最佳实践](/v2.1/reference/best-practices/pd-scheduling.md) - [海量 Region 集群调优最佳实践](/v2.1/reference/best-practices/massive-regions.md) + - [乐观锁事务最佳实践](/v2.1/reference/best-practices/optimistic-transaction.md) + [TiSpark 使用指南](/v2.1/reference/tispark.md) + TiDB Binlog - [概述](/v2.1/reference/tidb-binlog/overview.md) diff --git a/v2.1/reference/best-practices/optimisptic-transaction.md b/v2.1/reference/best-practices/optimistic-transaction.md similarity index 99% rename from v2.1/reference/best-practices/optimisptic-transaction.md rename to v2.1/reference/best-practices/optimistic-transaction.md index 144abac2c4ee..88d264df4fb5 100644 --- a/v2.1/reference/best-practices/optimisptic-transaction.md +++ b/v2.1/reference/best-practices/optimistic-transaction.md @@ -240,8 +240,8 @@ tidb_retry_limit = 10 enabled = false # Hash 对应的 slot 数,会自动向上调整为 2 的指数倍。 # 每个 slot 占 32 Bytes 内存。当写入数据的范围比较广时(如导数据), -# 设置过小会导致变慢,性能下降。(默认为 1024000) -capacity = 1024000 +# 设置过小会导致变慢,性能下降。(默认为 2048000) +capacity = 2048000 ``` 配置项 `capacity` 主要影响到冲突判断的正确性。在实现冲突检测时,不可能把所有的 Key 都存到内存里,所以真正存下来的是每个 Key 的 Hash 值。有 Hash 算法就有碰撞也就是误判的概率,这里可以通过配置 `capacity` 来控制 Hash 取模的值: diff --git a/v3.0/TOC.md b/v3.0/TOC.md index 164ca31da22c..015740de9f82 100644 --- a/v3.0/TOC.md +++ b/v3.0/TOC.md @@ -268,6 +268,7 @@ - [Grafana 监控最佳实践](/v3.0/reference/best-practices/grafana-monitor.md) - [PD 调度策略最佳实践](/v3.0/reference/best-practices/pd-scheduling.md) - [海量 Region 集群调优最佳实践](/v3.0/reference/best-practices/massive-regions.md) + - [乐观锁事务最佳实践](/v3.0/reference/best-practices/optimistic-transaction.md) + [TiSpark 使用指南](/v3.0/reference/tispark.md) + TiDB Binlog - [概述](/v3.0/reference/tidb-binlog/overview.md) diff --git a/v3.0/reference/best-practices/optimisptic-transaction.md b/v3.0/reference/best-practices/optimistic-transaction.md similarity index 100% rename from v3.0/reference/best-practices/optimisptic-transaction.md rename to v3.0/reference/best-practices/optimistic-transaction.md diff --git a/v3.1/TOC.md b/v3.1/TOC.md index 46ccf6ef035d..191b2c4e8583 100644 --- a/v3.1/TOC.md +++ b/v3.1/TOC.md @@ -271,6 +271,7 @@ - [Grafana 监控最佳实践](/v3.1/reference/best-practices/grafana-monitor.md) - [PD 调度策略最佳实践](/v3.1/reference/best-practices/pd-scheduling.md) - [海量 Region 集群调优最佳实践](/v3.1/reference/best-practices/massive-regions.md) + - [乐观锁事务最佳实践](/v3.1/reference/best-practices/optimistic-transaction.md) + [TiSpark 使用指南](/v3.1/reference/tispark.md) + TiDB Binlog - [概述](/v3.1/reference/tidb-binlog/overview.md) diff --git a/v3.1/reference/best-practices/optimisptic-transaction.md b/v3.1/reference/best-practices/optimistic-transaction.md similarity index 99% rename from v3.1/reference/best-practices/optimisptic-transaction.md rename to v3.1/reference/best-practices/optimistic-transaction.md index e7d3a7db78bc..84f8e75a1599 100644 --- a/v3.1/reference/best-practices/optimisptic-transaction.md +++ b/v3.1/reference/best-practices/optimistic-transaction.md @@ -240,8 +240,8 @@ tidb_retry_limit = 10 enabled = false # Hash 对应的 slot 数,会自动向上调整为 2 的指数倍。 # 每个 slot 占 32 Bytes 内存。当写入数据的范围比较广时(如导数据), -# 设置过小会导致变慢,性能下降。(默认为 1024000) -capacity = 1024000 +# 设置过小会导致变慢,性能下降。(默认为 2048000) +capacity = 2048000 ``` 配置项 `capacity` 主要影响到冲突判断的正确性。在实现冲突检测时,不可能把所有的 Key 都存到内存里,所以真正存下来的是每个 Key 的 Hash 值。有 Hash 算法就有碰撞也就是误判的概率,这里可以通过配置 `capacity` 来控制 Hash 取模的值: