From e2122e741b2b8c59e152c71736993b8e0b9d4a8a Mon Sep 17 00:00:00 2001 From: CyC2018 Date: Mon, 26 Oct 2026 01:17:34 +0800 Subject: [PATCH] Update MySQL.md MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit 补充 Explain 的 type 和 Extra 字段、慢查询日志,以及深分页的原因和优化方法,并配图。 --- notes/MySQL.md | 59 +++++++++++++++++++++++++++++++++ notes/pics/deep-pagination.png | Bin 0 -> 110424 bytes 2 files changed, 59 insertions(+) create mode 100644 notes/pics/deep-pagination.png diff --git a/notes/MySQL.md b/notes/MySQL.md index 56290799..b1c17ede 100644 --- a/notes/MySQL.md +++ b/notes/MySQL.md @@ -11,6 +11,7 @@ * [使用 Explain 进行分析](#使用-explain-进行分析) * [优化数据访问](#优化数据访问) * [重构查询方式](#重构查询方式) + * [深分页](#深分页) * [三、存储引擎](#三存储引擎) * [InnoDB](#innodb) * [MyISAM](#myisam) @@ -202,8 +203,14 @@ Explain 用来分析 SELECT 查询语句,开发人员可以通过分析 Explai 比较重要的字段有: - select_type : 查询类型,有简单查询、联合查询、子查询等 +- type : 访问类型,从好到差常见的有 const、eq_ref、ref、range、index、ALL。const 表示通过主键或唯一索引最多匹配一行,ref 表示通过普通索引等值匹配,range 表示索引范围扫描,index 表示扫描整个索引树,ALL 表示全表扫描 - key : 使用的索引 - rows : 扫描的行数 +- Extra : 额外信息,Using index 表示使用了覆盖索引,不需要回表;Using index condition 表示使用了索引下推;Using filesort 表示无法利用索引的顺序,需要额外排序;Using temporary 表示使用了临时表,常见于 GROUP BY 和 ORDER BY 的列不一致 + +出现 ALL、Using filesort 或 Using temporary,并且 rows 很大时,通常需要调整索引或者改写查询。 + +找出慢查询可以使用慢查询日志:开启 slow_query_log 后,执行时间超过 long_query_time(默认 10 秒)的语句会被记录下来,再用 mysqldumpslow 按执行时间、次数汇总分析。 ### 优化数据访问 @@ -258,6 +265,54 @@ SELECT * FROM tag_post WHERE tag_id=1234; SELECT * FROM post WHERE post.id IN (123,456,567,9098,8904); ``` +### 深分页 + +深分页指的是偏移量很大的分页查询。例如 200 万行的订单表 orders,create_time 上有普通索引 idx_create_time,按创建时间翻到第 100001 页: + +```sql +SELECT * FROM orders ORDER BY create_time LIMIT 1000000, 10; +``` + +MySQL 没办法直接跳到第 1000001 行,只能先找出排在前面的 1000010 行,丢弃前 1000000 行,再返回最后 10 行,偏移量越大越慢。 + +

+ +这条查询的执行计划中 type 为 ALL、Extra 为 Using filesort,也就是全表扫描后排序。这是因为如果走 idx_create_time,读出的 1000010 条索引项都要回表取整行,产生上百万次随机读,优化器判断这样还不如全表扫描。 + +延迟关联指的是先在索引上查出这一页的主键,再根据主键回表。子查询只用到 create_time 和 id,idx_create_time 就是覆盖索引(Extra 为 Using index),虽然仍要扫描 1000010 条索引项,但不需要回表,只有最后 10 行需要回表: + +```sql +SELECT o.* FROM orders o +JOIN (SELECT id FROM orders ORDER BY create_time LIMIT 1000000, 10) t ON o.id = t.id +ORDER BY o.create_time; +``` + +游标分页(也叫书签分页)指的是记住上一页最后一行的排序值,下一页从它之后开始查。这样可以直接在索引上定位到上一页结束的位置,只读 10 行: + +```sql +-- 上一页最后一行:create_time = '2025-01-12 13:46:39',id = 982321 +SELECT * FROM orders +WHERE create_time > '2025-01-12 13:46:39' + OR (create_time = '2025-01-12 13:46:39' AND id > 982321) +ORDER BY create_time, id +LIMIT 10; +``` + +排序列的值可能重复,所以要再按主键排序,并把主键也作为游标的一部分,否则时间相同的行会被跳过或者重复返回。游标分页的代价是不能直接跳到任意一页,只能逐页翻,适合 App 下拉加载、按时间浏览记录这类场景。 + +在 MySQL 8.0 上实测的结果如下(数据全部在内存中,取 5 次中最快的一次),三种写法返回的 10 行相同: + +| 写法 | 耗时 | 读取的数据 | +| --- | --- | --- | +| LIMIT 0, 10 | 0.05 ms | 10 行 | +| LIMIT 1000000, 10 | 1321 ms | 全表 200 万行,再排序 | +| 延迟关联 | 88 ms | 1000010 条索引项,回表 10 次 | +| 游标分页 | 0.13 ms | 10 行 | + +还可以从需求上限制翻页的深度,例如只允许翻到前 100 页。Elasticsearch 默认也不允许 from + size 超过 10000,更深的翻页要用 search_after,原理与游标分页相同。 + +需要注意的是,分页时常常还要显示总记录数。InnoDB 没有保存表的行数,因为并发的事务看到的行数可能不同,COUNT(*) 需要扫描整个索引,上面的表执行一次需要 136 ms。数据量大时可以缓存总数、显示估算值,或者只提供“下一页”。 + ## 三、存储引擎 ### InnoDB @@ -414,6 +469,10 @@ TIMESTAMP 比 DATETIME 少占用 1 字节,但是只能表示到 2038 年,需 ## 参考资料 +- [MySQL 8.0: InnoDB Restrictions and Limitations](https://dev.mysql.com/doc/refman/8.0/en/innodb-restrictions-limitations.html) +- [Elasticsearch: Paginate search results](https://www.elastic.co/docs/reference/elasticsearch/rest-apis/paginate-search-results) +- [MySQL 8.0: EXPLAIN Output Format](https://dev.mysql.com/doc/refman/8.0/en/explain-output.html) +- [MySQL 8.0: The Slow Query Log](https://dev.mysql.com/doc/refman/8.0/en/slow-query-log.html) - Baron Schwartz, Peter Zaitsev, Vadim Tkachenko, 等. 高性能 MySQL[M]. 电子工业出版社, 2013. - 姜承尧. 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