From e2c554d7ded23a4445eac69643ac2ae7982862ef Mon Sep 17 00:00:00 2001 From: CyC2018 Date: Mon, 26 Oct 2026 02:34:34 +0800 Subject: [PATCH 1/3] Update MySQL.md MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit 补充索引失效的常见情况、索引的分类与使用条件,以及 redo log、binlog 和两阶段提交,并配图。 --- notes/MySQL.md | 106 +++++++++++++++++++++++++++++++- notes/pics/mysql-2pc.png | Bin 0 -> 116004 bytes tools/diagram/src/mysql-2pc.svg | 65 ++++++++++++++++++++ 3 files changed, 170 insertions(+), 1 deletion(-) create mode 100644 notes/pics/mysql-2pc.png create mode 100644 tools/diagram/src/mysql-2pc.svg diff --git a/notes/MySQL.md b/notes/MySQL.md index 56290799..4957faf3 100644 --- a/notes/MySQL.md +++ b/notes/MySQL.md @@ -5,6 +5,7 @@ * [B+ Tree 原理](#b-tree-原理) * [MySQL 索引](#mysql-索引) * [索引优化](#索引优化) + * [索引失效](#索引失效) * [索引的优点](#索引的优点) * [索引的使用条件](#索引的使用条件) * [二、查询性能优化](#二查询性能优化) @@ -28,6 +29,10 @@ * [六、复制](#六复制) * [主从复制](#主从复制) * [读写分离](#读写分离) + * [七、日志](#七日志) + * [redo log](#redo-log) + * [binlog](#binlog) + * [两阶段提交](#两阶段提交) * [参考资料](#参考资料) @@ -74,6 +79,8 @@ B+ Tree 是基于 B Tree 和叶子节点顺序访问指针进行实现,它具 索引是在存储引擎层实现的,而不是在服务器层实现的,所以不同存储引擎具有不同的索引类型和实现。 +下面按数据结构介绍几种索引。按用途还可以分为主键索引、唯一索引、普通索引、联合索引和前缀索引;按叶子节点中存放的是整行还是主键,分为主索引(聚簇索引)和辅助索引(二级索引),见下文的 B+Tree 索引。 + #### 1. B+Tree 索引 是大多数 MySQL 存储引擎的默认索引类型。 @@ -177,6 +184,37 @@ customer_id_selectivity: 0.0373 - 一些存储引擎(例如 MyISAM)在内存中只缓存索引,而数据依赖于操作系统来缓存。因此,只访问索引可以不使用系统调用(通常比较费时)。 - 对于 InnoDB 引擎,若辅助索引能够覆盖查询,则无需访问主索引。 +### 索引失效 + +索引失效指的是查询条件中有索引列,执行计划却没有使用这个索引,或者只用到了联合索引的一部分。下面在一张 200 万行的订单表 orders 上用 Explain 验证,表上有联合索引 idx_user_status_time(user_id, status, create_time)、单列索引 idx_create_time(create_time) 和 idx_order_no(order_no),其中 order_no 是 VARCHAR 类型: + +| 查询条件 | type | 原因 | +| --- | --- | --- | +| `status = 1 AND create_time > '2025-01-20'` | ALL | 没有从联合索引最左边的 user_id 开始 | +| `DATE(create_time) = '2025-01-12'` | ALL | 对索引列使用了函数 | +| `order_no = 7007` | ALL | 字符串列与数字比较,发生了隐式类型转换 | +| `order_no LIKE '%7007'` | ALL | 以 % 开头,无法利用索引的顺序 | +| `user_id = 5 OR amount = 10.99` | ALL | OR 的一侧没有索引,仍然要扫描全表 | +| `user_id != 5` | ALL | 几乎匹配所有行 | + +对应的写法: + +- 把函数改写为范围:`create_time >= '2025-01-12' AND create_time < '2025-01-13'`,type 变为 range; +- 字符串列用字符串比较:`order_no = '7007'`,type 变为 ref。这是因为 '7007'、' 7007'、'7007a' 转换成数字后都等于 7007,没法按索引的顺序查找;反过来,整数列与字符串比较(`id = '1001'`)仍然走主键,因为被转换的是常量而不是列; +- 只在右边模糊匹配:`LIKE '7007%'`,type 为 range; +- OR 两侧的列都有索引时,可以分别扫描两个索引再合并结果,type 为 index_merge。 + +联合索引中出现范围条件时,范围条件之后的列不能再用来缩小扫描的范围。Explain 的 key_len 表示用到了索引的前几列,user_id 为 INT,占 4 字节,status 为 TINYINT,占 1 字节,create_time 为 DATETIME,占 5 字节: + +```sql +WHERE user_id = 5 AND status = 1 AND create_time > '2025-01-05' -- key_len = 10,三列都用上了 +WHERE user_id = 5 AND status > 0 AND create_time > '2025-01-05' -- key_len = 5,只用到前两列 +``` + +不过第二条语句的 Extra 为 Using index condition,也就是索引下推:create_time 虽然不能缩小扫描范围,但仍然在索引上过滤,不满足条件的行不需要回表,所以范围条件之后的列并不是完全没有作用。 + +需要注意的是,是否使用索引是优化器按成本估算决定的。走二级索引的每一行都要回表,匹配的行越多回表越多,超过一定比例后全表扫描反而更快:`create_time > '2025-01-23'` 匹配 9.9 万行,走 idx_create_time;`create_time > '2025-01-02'` 匹配 191 万行,就选择了全表扫描。IN 也一样,`user_id IN` 5 个值时走索引,3 万多个值时全表扫描。因此同一种写法有时走索引有时不走,可能是因为匹配的数据量不同。 + ### 索引的优点 - 大大减少了服务器需要扫描的数据行数。 @@ -191,7 +229,11 @@ customer_id_selectivity: 0.0373 - 对于中到大型的表,索引就非常有效; -- 但是对于特大型的表,建立和维护索引的代价将会随之增长。这种情况下,需要用到一种技术可以直接区分出需要查询的一组数据,而不是一条记录一条记录地匹配,例如可以使用分区技术。 +- 但是对于特大型的表,建立和维护索引的代价将会随之增长。这种情况下,需要用到一种技术可以直接区分出需要查询的一组数据,而不是一条记录一条记录地匹配,例如可以使用分区技术; + +- 索引并不是越多越好:插入、删除数据和修改索引列时,要同时维护每个相关的索引,索引也要占用存储空间。在上面的 orders 表上插入 50 万行,没有二级索引时耗时 2.0 s,有 4 个二级索引时耗时 5.5 s,这 4 个索引占用 73 MB,而数据本身是 89 MB; + +- 适合建索引的是经常出现在 WHERE、JOIN、ORDER BY、GROUP BY 中,并且区分度高的列,区分度很低的列(例如只有几种取值的状态)单独建索引的作用不大。 ## 二、查询性能优化 @@ -412,6 +454,65 @@ TIMESTAMP 比 DATETIME 少占用 1 字节,但是只能表示到 2038 年,需

+## 七、日志 + +InnoDB 执行一次修改时,会写下面三种日志: + +| 日志 | 由谁写 | 记录的内容 | 作用 | +| --- | --- | --- | --- | +| undo log | InnoDB | 修改前的旧版本 | 回滚事务,MVCC 读取旧版本 | +| redo log | InnoDB | 对数据页的修改 | 崩溃恢复 | +| binlog | Server 层 | 修改前后的整行(ROW 格式) | 主从复制,恢复到指定时间点 | + +undo log 的作用见 [多版本并发控制](数据库系统原理.md#五多版本并发控制)。 + +### redo log + +InnoDB 以 16 KB 的页为单位存储数据,修改数据时先修改内存中缓存的页。如果每次提交都把修改过的页写回磁盘,修改几行数据就要随机写好几个 16 KB 的页。redo log 的做法是:提交时只把对数据页的修改顺序追加到 redo log 并刷盘,数据页之后再由后台线程批量写回。崩溃重启时重放 redo log 中还没有写回数据页的修改,已提交的事务就不会丢失。这种先写日志、后写数据的方式称为预写日志(Write-Ahead Logging, WAL)。 + +innodb_flush_log_at_trx_commit 控制提交时 redo log 的刷盘方式: + +- 1(默认):每次提交都写入并刷盘,已提交的事务不会丢失; +- 2:每次提交都写入操作系统的缓存,每秒刷盘一次,MySQL 进程崩溃不会丢失数据,操作系统崩溃或者断电可能丢失最近 1 秒的事务; +- 0:每秒写入并刷盘一次,MySQL 进程崩溃也可能丢失最近 1 秒的事务。 + +redo log 的空间是固定的,循环写入:数据页写回磁盘之后,对应的 redo log 就可以被覆盖。MySQL 8.0.30 起由 innodb_redo_log_capacity 控制大小,默认为 100 MB。 + +### binlog + +binlog 由 Server 层记录,与存储引擎无关,用于 [主从复制](#主从复制) 和把数据恢复到指定的时间点。MySQL 8.0 默认使用 ROW 格式,记录每一行修改前后的值。例如执行 UPDATE orders SET status = 3 WHERE id = 1024 后,用 mysqlbinlog 解析 binlog(省略了其它列): + +```text +### UPDATE `demo`.`orders` +### WHERE +### @1=1024 +### @4=0 +### SET +### @1=1024 +### @4=3 +... Xid = 341 +COMMIT +``` + +redo log 与 binlog 的区别: + +- redo log 是 InnoDB 的日志,记录对数据页的修改,空间固定、循环写,用于崩溃恢复; +- binlog 是 Server 层的日志,记录行的修改或者 SQL 语句,追加写、不会覆盖,可以发送给从库,也可以用来把数据恢复到任意时间点。 + +### 两阶段提交 + +一个事务既要写 redo log 又要写 binlog,如果只写成功了一个就崩溃,主库和从库的数据就会不一致。例如 redo log 写了而 binlog 没写,主库重启后保留了这次修改,从库却收不到。因此 MySQL 把提交分为两个阶段: + +

+ +1. prepare:写入 redo log 并刷盘,事务处于 prepare 状态; +2. 写入 binlog 并刷盘,binlog 中记录了事务的 ID(Xid); +3. commit:在 redo log 中把事务标记为提交。 + +崩溃重启时,对于处于 prepare 状态的事务,到 binlog 中查找它的 Xid:找到了说明 binlog 已经写完,就提交这个事务;找不到就回滚。这样主库的数据与 binlog 总是一致的,从库按照 binlog 复制,也就与主库一致。 + +innodb_flush_log_at_trx_commit 和 sync_binlog 的默认值都是 1,也就是每次提交时两种日志都会刷盘,常被称为“双 1”配置。 + ## 参考资料 - Baron Schwartz, Peter Zaitsev, Vadim Tkachenko, 等. 高性能 MySQL[M]. 电子工业出版社, 2013. @@ -425,3 +526,6 @@ TIMESTAMP 比 DATETIME 少占用 1 字节,但是只能表示到 2038 年,需 - [How Sharding Works](https://medium.com/@jeeyoungk/how-sharding-works-b4dec46b3f6) - [大众点评订单系统分库分表实践](https://tech.meituan.com/dianping_order_db_sharding.html) - [B + 树](https://zh.wikipedia.org/wiki/B%2B%E6%A0%91) +- [MySQL 8.0: Type Conversion in Expression Evaluation](https://dev.mysql.com/doc/refman/8.0/en/type-conversion.html) +- [MySQL 8.0: Redo Log](https://dev.mysql.com/doc/refman/8.0/en/innodb-redo-log.html) +- [MySQL 8.0: The Binary 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+ +- 客户端向不负责这个槽的节点发送命令时,会收到 MOVED 重定向。例如 user:1001 所在的槽 5712 属于 7002,发给 7001 会收到 MOVED 5712 127.0.0.1:7002。客户端会缓存槽与节点的对应关系,之后直接访问正确的节点; +- 一条命令涉及多个键时,这些键必须在同一个槽中,否则报错 CROSSSLOT,Lua 脚本也是如此。可以用哈希标签(hash tag)让相关的键落到同一个槽:只有 {} 中的部分参与计算,{user:1001}:cart 和 {user:1001}:orders 都在槽 5712; +- 主节点宕机后,它的一个从节点会被选为新的主节点。在本机把 cluster-node-timeout 设为 5 秒,停掉一个主节点后,这部分槽约 9 秒无法写入。 + +需要注意的是,主从之间是异步复制,主节点宕机前刚写入、还没有复制到从节点的数据会丢失,所以 Redis Cluster 不保证强一致性。 + ## 十四、一个简单的论坛系统分析 该论坛系统功能如下: @@ -610,3 +644,4 @@ Redis 没有关系型数据库中的表这一概念来将同种类型的数据 - [Redis 3.0 中文版- 分片](http://wiki.jikexueyuan.com/project/redis-guide) - [Redis 应用场景](http://www.scienjus.com/redis-use-case/) - [Using Redis as an LRU cache](https://redis.io/topics/lru-cache) +- [Redis: Scale with Redis Cluster](https://redis.io/docs/latest/operate/oss_and_stack/management/scaling/) diff --git a/notes/pics/redis-cluster.png b/notes/pics/redis-cluster.png new file mode 100644 index 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5461~10922 + + + 从节点 + + + + 主节点 7003 + 槽 10923~16383 + + + 从节点 + + 异步复制 + + 槽 5712 在 7002 + 如果发给 7001:MOVED 5712 127.0.0.1:7002 + + {user:1001}:cart 和 {user:1001}:orders 只按 {} 中的部分计算,都在槽 5712,可以在同一条命令或 Lua 脚本中使用 + 主节点宕机后,从节点被选为新的主节点;本机 cluster-node-timeout 为 5 秒时,这部分槽约 9 秒无法写入 + From b3277daaae0f497bedb9423814865066025ffb02 Mon Sep 17 00:00:00 2001 From: CyC2018 Date: Mon, 26 Oct 2026 02:34:35 +0800 Subject: [PATCH 3/3] =?UTF-8?q?Update=20=E7=BC=93=E5=AD=98.md?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit 补充大 Key 与热 Key 的问题、发现和处理方法。 --- notes/缓存.md | 26 ++++++++++++++++++++++++++ 1 file changed, 26 insertions(+) diff --git a/notes/缓存.md b/notes/缓存.md index 08831347..5e4f6aad 100644 --- a/notes/缓存.md +++ b/notes/缓存.md @@ -154,6 +154,30 @@ CDN 主要有以下优点: - 减少网络通信次数; - 降低接入成本,使用长连接 / 连接池,NIO 等。 +### 大 Key 与热 Key + +大 Key 指的是值很大的键,例如几 MB 的字符串,或者包含几十万个元素的集合;热 Key 指的是访问量远高于其它键的键,例如秒杀商品的库存。 + +大 Key 的问题: + +- 阻塞:Redis 用一个线程执行命令,对大 Key 执行 HGETALL、DEL 这类 O(N) 的命令时,其它命令都要等待。在本机删除一个有 100 万个字段、占用 64 MB 内存的 HASH,DEL 耗时 341 ms,而 UNLINK 只需 35 μs,它在后台线程中释放内存; +- 网络:一次读写的数据量大,占用带宽; +- 数据倾斜:在集群中,大 Key 所在节点的内存和流量都会高于其它节点。 + +大 Key 的发现与处理: + +- 用 redis-cli --bigkeys 或者 --memkeys 扫描,它们使用 SCAN 命令遍历,不会阻塞服务器;用 MEMORY USAGE 查看单个键占用的内存; +- 拆分:例如把一个大的 HASH 按字段的哈希值拆成 16 个小 HASH,user:1001:fav:0 到 user:1001:fav:15; +- 删除用 UNLINK;读取集合时用 HSCAN、SSCAN 分批读取,不要一次读出所有元素。 + +热 Key 的问题是请求集中到同一个节点,集群中其它节点再多也无法分担。处理方法: + +- 发现:redis-cli --hotkeys,它要求淘汰策略为 LFU;也可以在客户端或者代理中统计访问频率; +- 本地缓存:在应用中缓存热 Key 的值,大部分请求不再访问 Redis,代价是数据会有短暂的不一致,见上文的 [本地缓存](#本地缓存); +- 复制多份:把同一个值写到 stock#0 到 stock#9 这 10 个键中,读取时随机选一个。这些键分布在不同的槽上,请求就分散到了多个节点,代价是写入时要更新所有副本。 + +热 Key 过期时大量请求同时打到数据库的问题,见上文的缓存击穿。 + ## 五、数据分布 ### 哈希分布 @@ -342,3 +366,5 @@ public class LRU implements Iterable { - [一致性哈希算法](https://my.oschina.net/jayhu/blog/732849) - [内容分发网络](https://zh.wikipedia.org/wiki/%E5%85%A7%E5%AE%B9%E5%82%B3%E9%81%9E%E7%B6%B2%E8%B7%AF) - [How Aspiration CDN helps to improve your website loading speed?](https://www.aspirationhosting.com/aspiration-cdn/) +- [Redis: UNLINK](https://redis.io/docs/latest/commands/unlink/) +- [Redis CLI](https://redis.io/docs/latest/develop/tools/cli/)