From cd676d33a237012fb9f4bf2db908780667e0b9b7 Mon Sep 17 00:00:00 2001 From: Xinpei Tan Date: Sat, 22 Aug 2026 13:45:12 -0700 Subject: [PATCH] docs: add clean interview study guide --- README.md | 1 + docs/system-design/README.md | 741 ++++++++++++++++++ docs/system-design/assets/01_user_cache.png | Bin 0 -> 46039 bytes docs/system-design/assets/02_sharding.png | Bin 0 -> 59411 bytes docs/system-design/assets/03_web_api.png | Bin 0 -> 58659 bytes docs/system-design/assets/04_lbs_dispatch.png | Bin 0 -> 62486 bytes docs/system-design/assets/05_chat.png | Bin 0 -> 67358 bytes docs/system-design/assets/06_gfs.png | Bin 0 -> 57468 bytes docs/system-design/assets/07_bigtable.png | Bin 0 -> 60575 bytes docs/system-design/assets/08_mapreduce.png | Bin 0 -> 54898 bytes docs/system-design/assets/09_search.png | Bin 0 -> 60366 bytes docs/system-design/assets/10_modern_stack.png | Bin 0 -> 81843 bytes .../assets/11_algorithm_patterns.png | Bin 0 -> 81078 bytes 13 files changed, 742 insertions(+) create mode 100644 docs/system-design/README.md create mode 100644 docs/system-design/assets/01_user_cache.png create mode 100644 docs/system-design/assets/02_sharding.png create mode 100644 docs/system-design/assets/03_web_api.png create mode 100644 docs/system-design/assets/04_lbs_dispatch.png create mode 100644 docs/system-design/assets/05_chat.png create mode 100644 docs/system-design/assets/06_gfs.png create mode 100644 docs/system-design/assets/07_bigtable.png create mode 100644 docs/system-design/assets/08_mapreduce.png create mode 100644 docs/system-design/assets/09_search.png create mode 100644 docs/system-design/assets/10_modern_stack.png create mode 100644 docs/system-design/assets/11_algorithm_patterns.png diff --git a/README.md b/README.md index de11d60..ee0ab65 100644 --- a/README.md +++ b/README.md @@ -190,6 +190,7 @@ Leetcode/ ## 刷题资料入口 +- [刷题与系统设计白话讲义(2026 面试版)](docs/system-design/README.md):覆盖 Heap、动态规划、Stack、双指针与系统设计的可直接阅读讲义,含图解、面试要点、常见坑与现代架构补充;在线版:[tonytan.me/system-design/](https://tonytan.me/system-design/)。 - [Python 重刷手册](docs/PYTHON_PLAYBOOK.md):二分、Stack、Heap、DP 模板与路线。 - [Python 题解](python/):今后的主要重刷目录。 - [Java 题解](java/):旧解和后续 Java 版本都保留在这里,不是 archive。 diff --git a/docs/system-design/README.md b/docs/system-design/README.md new file mode 100644 index 0000000..d52c6be --- /dev/null +++ b/docs/system-design/README.md @@ -0,0 +1,741 @@ +# 刷题与系统设计白话讲义(2026 面试版) + +> 可直接阅读的图文学习资料。在线阅读:[tonytan.me/system-design/](https://tonytan.me/system-design/) + +- 用白话说明核心概念,并补充面试要点、常见坑和可复用的算法模式。 +- 包含算法刷题、系统设计、开发与求职补充,以及现代架构面试视角。 + +## 怎么读 + +先看算法刷题练模式识别和模板;再练系统设计口述;最后用文末工作簿做模拟面试。 + +## 第一部分:算法刷题 + +_先看约束,再选数据结构;每题都能说清不变量、复杂度和边界_ + +刷题不是把题号背下来,而是把题目翻译成可复用模式:查找/计数用 HashMap,Top K 用 Heap,最优子结构用动态规划,嵌套或顺序约束用 Stack,已排序或单调关系用双指针/二分。每次都先手算小样例,再写代码。 + +![算法刷题模式识别](assets/11_algorithm_patterns.png) + +### 1. Heap 与 HashMap:先把“找什么”变成可快速查询的数据结构 + +HashMap 适合“根据 key 立刻找到答案或计数”:Two Sum 用 value→下标,异位词/频率题用元素→次数。Heap(优先队列)适合反复拿当前最小/最大:Top K、合并 K 个有序链表、任务调度。先问题目是要精确查找、计数、还是持续取极值;这比背 API 更重要。 + +> **面试要点:** 写清 Map 的 key/value 含义,Heap 是小顶还是大顶、容量是否始终为 K;时间复杂度通常是 Map 的 O(n) 或 Heap 的 O(n log k)。 + +> **常见坑:** 把全部元素排序来做 Top K(O(n log n)),或在 Map 中先覆盖旧下标却没处理“先查后写”的 Two Sum 顺序。 + +### 2. 动态规划 I:状态、转移、初始值三件事 + +动态规划适用于问题可拆成重复子问题,且当前最优答案可由更小子问题推出来。先用一句话定义 dp[i] 或 dp[i][j] 的意思,例如“到第 i 个位置的最大收益”;再写它从哪些更小状态来、初始值是什么、最终读哪个格子。不要一开始就压缩空间。 + +> **面试要点:** 面试/刷题时按“状态含义 → 转移方程 → base case → 遍历顺序 → 答案位置”口述;先画 n=3 或 n=4 的表格验证。 + +> **常见坑:** 只会说‘用 DP’,却无法解释 dp 数组每个位置代表什么;或初始化为 0 导致不可达状态被当作可达。 + +### 3. 动态规划 II:背包、二维状态与遍历方向 + +当题目有两个资源限制(例如 0 和 1 的数量)或“选/不选”物品时,常需要二维 DP。0/1 背包代表每件只能用一次,容量必须倒序遍历;完全背包允许重复使用,容量正序遍历。像 Ones and Zeroes 这类题,dp[i][j] 表示在 i 个 0、j 个 1 的预算内最多选多少个字符串。 + +> **面试要点:** 遇到‘最多/最少/能否/方案数’,先判断是 0/1 还是可重复;明确每一维资源,按不会重复使用当前物品的方向更新。 + +> **常见坑:** 背包循环方向写反,使同一个物品在一轮内被重复选择;或没有为字符串/物品的代价预计算。 + +### 4. Stack:用后进先出保存“还没处理完的过去” + +栈适合匹配嵌套关系(括号)、撤销最近操作、或保留还没有找到答案的元素。Min Stack 的关键是让每一层同时知道‘到这里为止的最小值’,因此 push/pop/getMin 都是 O(1)。单调栈则让栈内元素一直递增或递减,用来找下一个更大元素、每日温度、柱状图最大矩形。 + +> **面试要点:** 说明栈里存的是值、下标还是 pair(value, currentMin);单调栈要说清何时弹栈、弹出元素的答案何时确定。 + +> **常见坑:** 只会用普通 stack,却在 Min Stack 的 getMin 时遍历整个栈;或遗漏相等元素导致单调栈边界错误。 + +### 5. Hard Problems I:把“大难题”化为一个可验证的不变量 + +难题往往不是靠更长代码,而是先找到一个把搜索空间减半的不变量。两个有序数组的中位数可在较短数组上二分切分位置:左半部分元素数量正确,并且左边最大值不大于右边最小值时,切分就成立。边界用 ±∞ 或条件分支统一处理。 + +> **面试要点:** 先选更短数组二分,写出两个交叉比较条件;每一次移动都要能解释为什么当前切分不可能正确。复杂度目标是 O(log min(m,n))。 + +> **常见坑:** 把两个数组合并再取中位数,虽然容易写但没满足题目对对数复杂度的要求;或没处理空数组、奇偶总长度。 + +### 6. Two Pointers:用两个位置维护一个区间或一次配对 + +双指针不是固定模板,而是两根指针各自承担不同职责。左右夹逼适合有序数组的两数之和、盛水容器、去重;快慢指针适合链表环与原地删除;滑动窗口适合连续子数组/子串。每一步移动前都要说清:移动它以后,哪些候选已经被安全排除。 + +> **面试要点:** 先给窗口/指针的含义和不变量;有序数组里根据比较结果只移动一边,窗口题则维护计数并在不满足条件时收缩。 + +> **常见坑:** 两个指针无条件一起移动,跳过解或陷入死循环;窗口题没有在左指针移动时撤销计数。 + +## 补充视频:开发与求职 + +### 1. C# / ASP.NET Core 开发环境补充 + +先区分运行时 SDK 和编辑器:安装当前受支持的 .NET SDK 后,用 `dotnet --info` 验证;控制台项目可从 `dotnet new console` 开始,Web API 则从 `dotnet new webapi` 开始。刷题时先把输入、输出、边界和复杂度写清,框架项目里则把路由、依赖注入、配置和错误处理分开。 + +> **面试要点:** 环境问题先用最小项目验证,而不是把错误归咎于业务代码;提交项目时不要把本机机密、构建产物和用户配置提交进仓库。 + +> **常见坑:** 只安装 IDE 却没有可用 SDK,或把连接串/API Key 硬编码在源码中。 + +### 2. 简历修改讲座:把学习成果写成可验证的影响 + +一条简历经历应让读者看懂:你解决了什么问题、用了什么方法、结果如何衡量。推荐用‘动作 + 对象 + 方法/约束 + 结果’:例如‘将搜索查询 p95 从 300 ms 降至 90 ms,通过缓存与索引重构’。刷题和系统设计可以写成能力证明,但不要只罗列题数或名词。 + +> **面试要点:** 每条重点经历可被追问:数据从哪里来、你的角色是什么、指标怎样计算、失败时怎么办。英文动词和数字要准确,无法证实的夸张描述会在面试中失分。 + +> **常见坑:** 把课程、技术栈和项目名称堆成清单,却没有你的贡献、规模和可验证结果。 + +## 第 02 章:用户系统、缓存与关系数据 + +_从一个登录页,学会估算流量与选择存储_ + +这一章把“用户系统”当作第一个系统设计练习。你会看到:访问量先怎么算;读多时为什么要加缓存;登录与好友关系为什么不能只靠一张用户表;SQL 和 NoSQL 怎么分工。 + +![用户系统、缓存与关系数据核心数据流](assets/01_user_cache.png) + +### 1. 用户系统设计与 QPS + +QPS 就是每秒要处理多少次请求。先用“日活 × 每人每天动作次数 ÷ 86,400”估平均 QPS,再乘 5–10 估高峰。它不是精确预言,而是帮你先分清:单机够不够、数据库会不会先撑不住、哪些接口最热。 + +> **面试要点:** 先写出读/写比例、峰值倍数、单条数据大小;所有后续缓存、分片、带宽估算都从这里出发。 + +> **常见坑:** 只报一个很大的 QPS 数字,却不说它是平均还是峰值,也不说哪个接口占了它。 + +### 2. 缓存是什么、怎样保护数据库 + +缓存像收银台旁边的常用商品架:把刚刚被很多人读过的数据放在更快的内存里。最常见的是 cache-aside:先查缓存,没命中才查库,再把结果放回缓存;更新时先写数据库,再删缓存,让下次读取得到新值。 + +> **面试要点:** 缓存适合读多、允许短暂旧数据、重建成本不太高的数据,例如用户资料、热门帖子、配置。要设 TTL、容量上限、热点保护。 + +> **常见坑:** 把缓存当作唯一真相;或者只更新库不让缓存过期,导致用户长期看到旧数据。 + +### 3. 写多读少:别急着上缓存 + +如果几乎每次都是写入,缓存命中率会很低,反而多一层复杂度。优先做批量写、异步队列、顺序追加、合并更新、按时间分区;只缓存真正会被重复读的结果。 + +> **面试要点:** 先问数据的读写比例和一致性要求。写路径的目标通常是“可重试、可削峰、不会重复扣钱/重复创建”。 + +> **常见坑:** 看到数据库慢就无脑加 Redis;写入量本身才是瓶颈时,缓存并不能替你完成写入。 + +### 4. 账户登录服务 + +登录不是“查用户名和密码”这么简单。密码只保存加盐后的哈希;登录成功后发一个短期会话凭证或令牌;敏感操作要有过期、注销、设备管理和限流。 + +> **面试要点:** 用户表存身份基础信息;会话表/缓存按 token 查用户;登录接口要限速、记录失败次数,并让状态改变操作可审计。 + +> **常见坑:** 明文存密码,或把永不过期的 token 放在客户端;这会把一次泄露变成长久风险。 + +### 5. 好友关系的存储与查询 + +好友关系本质是一条边。双向好友可以存两条方向记录:A→B 和 B→A。这样查“我的好友”只需按 user_id 读一段连续数据;不要每次扫描全表。 + +> **面试要点:** 表/宽列模型常用主键 (user_id, friend_id);加入状态、创建时间。需要删除时,同步删除两边或用状态位。 + +> **常见坑:** 只存一条无方向记录,却期望按 A 和 B 任意一侧都能快速列好友,结果必须全表扫描。 + +### 6. Cassandra 与 SQL / NoSQL 的选择 + +SQL 擅长事务、复杂关联和强约束;NoSQL 常用“按查询方式设计数据”,换来高吞吐、水平扩展与可控延迟。Cassandra 属于宽列数据库,通常围绕分区键与访问模式设计表。 + +> **面试要点:** 先列出最重要的查询,再倒推主键、索引、分区;不是“数据大就必须 NoSQL”。需要跨记录强事务时,关系库往往更省心。 + +> **常见坑:** 把 NoSQL 理解成“没有模型、什么都能存”,然后在生产中发现无法按需要查询。 + +### 7. 单向关系、多个索引与共同好友 + +单向关注只存 follower→followee;反向查询要额外维护 followee→follower。多个查询条件往往意味着多个物化视图/索引表。共同好友可取两人的好友集合交集:先读较小集合,逐个在另一侧判断,或用预计算/位图加速热点。 + +> **面试要点:** 允许“同一事实多份存储”,但要明确哪份是源、怎样异步修复、延迟多久可接受。 + +> **常见坑:** 为了少一张表,强行用低效的二级索引或临时全量 join;在大社交图里会很慢。 + +### 8. 六度关系:图的层级搜索 + +想找 A 到 B 的关系链,本质是图上的 BFS(广度优先搜索):先找一度人脉,再找二度……双向 BFS 可从 A 与 B 同时向中间扩展,通常少走很多层。 + +> **面试要点:** 给每次搜索设层数、节点数和时间预算;对超级节点(名人)限流/截断,避免一次请求扩成全网遍历。 + +> **常见坑:** 把全图实时搜索当普通 SQL 查询做;图越大、热点越高,就越需要预算与预计算。 + +## 第 03 章:扩容、分片与复制 + +_让系统从一台机器平滑长到很多台机器_ + +扩容的难点不在“多买机器”,而在于请求怎样找到正确数据、机器增减时搬多少数据、故障时从哪里读、热点来了怎么办。 + +![扩容、分片与复制核心数据流](assets/02_sharding.png) + +### 1. 系统如何升级 + +扩容顺序通常是:先测量和优化单机,再无状态化服务并水平扩容,然后做缓存、读副本、分片、异步化。每一步只解决一种主瓶颈,避免一上来就微服务化。 + +> **面试要点:** 答案要先指出瓶颈在 CPU、网络、数据库连接、磁盘、锁还是下游依赖;不同瓶颈的解法不同。 + +> **常见坑:** 把“加机器”说成唯一答案,但请求粘在单机 session 或数据库仍只有一台。 + +### 2. 垂直拆分与横向分片 + +垂直拆分是按业务域拆表/拆库,例如用户、订单、支付分开;横向分片是同一张逻辑表按某个键切成多片,例如 user_id % N。前者降低业务耦合,后者提高单表容量与吞吐。 + +> **面试要点:** 选择分片键要看最常见访问:用户中心按 user_id;订单按 buyer_id 或 order_id;时间序列常按时间+实体。 + +> **常见坑:** 只看数据量选择分片键,忽略请求是否均匀,造成某些分片特别热。 + +### 3. 一致性哈希 + +普通取模扩容时,分母变了,几乎所有数据都要换家。一致性哈希把机器与 key 放在同一圆环,新增机器只接走邻近一段 key;虚拟节点让机器负载更均匀。 + +> **面试要点:** 它解决的是“机器增减时迁移范围”,不自动解决大 key、热 key、跨分片事务或复杂查询。 + +> **常见坑:** 认为一致性哈希保证绝对均匀;真实流量会偏斜,仍要监控分片 QPS 和容量。 + +### 4. 复制 Replica:为读扩容,也为故障准备 + +复制就是一份数据放到多台机器。主从复制常见:主库写,副本读。同步复制更一致但写更慢;异步复制更快但故障时可能丢最后一小段数据。 + +> **面试要点:** 先说 RPO(最多能丢多久的数据)和 RTO(多久要恢复),再选择同步/异步、多副本、故障切换方式。 + +> **常见坑:** 只说“读写分离”,不说副本延迟;刚写完立刻读时可能读到旧数据。 + +### 5. 实战:User / Friendship / Session 分片 + +用户表天然按 user_id 分片;好友表通常按拥有者 user_id 分片,保证“列我的好友”是单分片读取;会话按 token 或 user_id 定位,TTL 到期自动清理很重要。 + +> **面试要点:** 所有关键表要写清:分片键、主键、查询路径、热点缓解、迁移方案、跨片查询怎么办。 + +> **常见坑:** 好友表只按 friend_id 分片,结果查询“我的所有好友”要广播到所有分片。 + +### 6. 实战:News Feed / Timeline / Submission + +动态按用户分片易读自己的时间线;按内容 ID 分片便于单条读取。高粉作者是热点,需要“推模式/拉模式/混合模式”选择。提交记录偏追加写,可按用户或时间分桶,避免单用户大分区。 + +> **面试要点:** 面试时说清 fanout-on-write 与 fanout-on-read 的取舍:写扩散 vs 读时计算;大 V 通常走拉或混合。 + +> **常见坑:** 把所有作者统一推送给所有粉丝,没考虑百万粉账号会瞬间制造海量写入。 + +### 7. Real Limiter:保护系统的闸门 + +限流不是拒绝用户那么简单,而是避免局部拥塞拖垮全局。常用令牌桶:按速率补令牌,有令牌才放行;可按用户、IP、接口、租户、下游资源分别限。 + +> **面试要点:** 返回清晰的 429/重试提示;关键写请求可排队或降级,后台任务需要独立配额。 + +> **常见坑:** 只在网关做一个全局 QPS 限制,误伤正常用户,也没保护真正脆弱的下游。 + +## 第 04 章:网站、域名与 API + +_把系统的入口和契约讲清楚_ + +系统设计面试中的 API 不是实现细节,而是服务之间的合同。清晰的接口能提前暴露权限、分页、幂等和版本演进问题。 + +![网站、域名与 API核心数据流](assets/03_web_api.png) + +### 1. 网站系统与域名 + +域名是人好记的名字,DNS 把它解析到入口地址。真实请求通常经过 DNS、CDN/WAF、负载均衡/网关,再到应用服务。CDN 把静态内容放近用户,源站只处理回源和动态请求。 + +> **面试要点:** 区分“名字如何找到入口”和“入口如何把流量分给后端”;两者都是可扩展性的第一层。 + +> **常见坑:** 以为域名直接等于某台应用机器的 IP,忽略 DNS、CDN、负载均衡和故障切换。 + +### 2. 网站中的基本概念 + +客户端发请求,服务端执行业务,数据库保存真相,缓存加速读取,队列削峰并解耦,负载均衡分流。它们不是固定套餐,而是针对延迟、吞吐、可靠性和成本的不同工具。 + +> **面试要点:** 每加一个组件,要能回答:它解决哪个瓶颈?失败了会怎样?数据谁负责? + +> **常见坑:** 画出十几个组件但没有任何数据流、调用顺序或失败处理。 + +### 3. API 与 RESTful + +API 是模块之间约定好的输入/输出。REST 是用资源表达对象的风格:GET 读、POST 创建、PATCH 更新、DELETE 删除;关键是语义清晰、状态码明确、接口可演进。 + +> **面试要点:** 写 API 时补齐:鉴权、输入校验、错误码、超时、重试语义、版本、幂等键。 + +> **常见坑:** 把所有动作塞进一个 POST /doSomething,调用方无法理解资源、缓存、权限或重试规则。 + +### 4. News Feed API 与分页 + +偏移量分页像“跳过前 20 条”,数据一直变化时容易重复/漏数据,深翻也慢。游标分页携带上一页最后一条的排序键(例如 created_at + id),下一页从它之后取,稳定且可走索引。 + +> **面试要点:** 排序键必须稳定且有并列打破规则;响应要返回 next_cursor,并限制最大 page size。 + +> **常见坑:** 只用 timestamp 当游标,在同一毫秒多条内容时会漏;要加入唯一 id。 + +## 第 05 章:LBS 与 Uber 打车系统 + +_实时位置、附近搜索与派单的综合题_ + +打车题考的是如何同时处理高频位置写入、附近查询、订单状态机、实时连接和城市边界。核心难点是“位置不断变化,但派单必须快且正确”。 + +![LBS 与 Uber 打车系统核心数据流](assets/04_lbs_dispatch.png) + +### 1. LBS 问题、场景与功能边界 + +先把需求切成乘客、司机、订单、位置、派单、支付、通知。MVP 先做下单、接单、位置上报、行程状态;再讨论 ETA、拼车、动态加价、反作弊等增强功能。 + +> **面试要点:** 需求澄清一定问:位置精度/上报频率、城市规模、司机在线量、派单时延、是否要强一致的抢单。 + +> **常见坑:** 一开始设计全套商业功能,却没有说明哪条用户主链路要先跑通。 + +### 2. Uber 技术栈:组件为什么存在 + +技术栈名字不是面试答案。RPC/服务发现解决服务间调用;对象存储放大文件与归档;KV/宽列存高吞吐状态;缓存扛热读。你要说的是每个组件服务的数据与流量特征。 + +> **面试要点:** 把“组件—数据—调用者—故障策略”连成线,才是架构;不用背某家公司历史上用过哪些开源项目。 + +> **常见坑:** 说出一串 Redis、Kafka、Hadoop,却不解释为什么它们放在这条链路上。 + +### 3. Geo / Dispatch 服务与存储 + +位置服务接收司机坐标并写到地理索引;派单服务根据乘客位置取附近候选,再按距离、ETA、司机状态、业务规则排序;Trip 是低频状态机数据,Location 是高频、短生命周期时序数据,通常分开存。 + +> **面试要点:** 位置可容忍少量延迟/丢点,订单状态通常不能乱;不要用同一张关系表承担所有位置历史。 + +> **常见坑:** 每秒位置全量写关系数据库且永久保存,成本与索引压力会很快失控。 + +### 4. LBS 的难点 + +位置写入快、查询必须近实时、边界附近会误判、城市热点极不均匀,还要处理 GPS 漂移与司机上下线。地理题不是简单算两点距离,而是把候选缩小到很小集合。 + +> **面试要点:** 用两阶段:粗筛(格子/索引)+ 精排(球面距离、道路 ETA、业务规则)。 + +> **常见坑:** 对全城所有司机算距离;复杂度随在线司机数线性增长,无法支撑高并发。 + +### 5. Range Query、GeoHash 与算法 + +GeoHash 把经纬度编码成字符串,公共前缀表示大致相近;前缀越长,格子越小。查询附近位置时,取当前格子及相邻格子,再用真实距离过滤。数据库可把 geohash 前缀作为索引键。 + +> **面试要点:** GeoHash 是粗粒度索引,边界格子必须补邻居;精度随纬度变化,也不等于真实驾车距离。现代方案也常用 H3 六边形网格。 + +> **常见坑:** 只查当前位置的一个 GeoHash 格子,人在格子边缘时遗漏隔壁最近司机。 + +### 6. 服务器如何处理与一个可行解 + +请求进入后先鉴权与限流;位置上报异步写入并更新地理索引;下单创建 trip;派单在短时间窗口内锁定/比较版本;接单成功才推进状态。关键是每个动作有唯一订单 ID,重复请求不重复创建。 + +> **面试要点:** 订单状态机必须显式:REQUESTED → MATCHING → ACCEPTED → ARRIVED → IN_PROGRESS → COMPLETED/CANCELED。 + +> **常见坑:** 两个司机同时抢到同一单;需要条件更新、租约或乐观版本号保证只有一个赢家。 + +### 7. 拆分数据、城市与 Geofence + +先按城市/区域隔离位置流和派单容量,减少跨城查询;Geofence 是一个多边形围栏,可用来判断机场、服务区或禁行区。通常先查粗格子,再做 point-in-polygon 精确判断。 + +> **面试要点:** 把“城市”当运营隔离单元:容量、策略、合规、故障都更容易控制;跨城订单需要专门规则。 + +> **常见坑:** 仅按经纬度范围框判断机场,边界不规则时会产生明显误判。 + +### 8. 机场判断与 Riak/Redis 的取舍 + +机场判断可结合 geofence、地图 POI、上下车点与时间窗口。Redis 适合低延迟缓存/临时状态;若把它当主要事实库,必须审视持久性、容量、恢复和查询能力。选择 Riak 类分布式 KV 也是在吞吐、可用性、查询与运维之间权衡。 + +> **面试要点:** 先定义数据是“可丢的加速层”还是“必须保存的事实”;这决定缓存与主库不能混为一谈。 + +> **常见坑:** 因为 Redis 很快,就把订单真相只放 Redis,宕机或淘汰时无法恢复。 + +### 9. 课后复盘 + +复盘打车题时,用一条订单走读:乘客下单→候选司机→并发抢单→司机实时位置→取消/完成→对账。每一步问一次:数据在哪?重复怎么办?超时怎么办? + +> **面试要点:** 能完整走通失败分支,比再加三个组件更能体现系统设计能力。 + +> **常见坑:** 只画成功路径,完全不处理司机不回应、网络重试和重复消息。 + +## 第 06 章:聊天系统 + +_消息建模、实时推送与群聊扩展_ + +聊天题的关键是把“消息内容”“会话元数据”“在线连接”“离线补偿”拆开。实时不是把数据库轮询得更快,而是建立可靠的消息投递与同步协议。 + +![聊天系统核心数据流](assets/05_chat.png) + +### 1. 聊天系统与场景设计 + +先定范围:单聊还是群聊、文本还是附件、是否要求已读/撤回、离线多久、端到端加密是否在范围内。不同要求影响存储模型和推送策略。 + +> **面试要点:** 明确 SLA:发送确认多快、消息能否丢、允许乱序吗、消息历史保留多久、群成员上限。 + +> **常见坑:** 不澄清需求就直接套一个 WebSocket + Redis,无法回答群聊、离线和一致性。 + +### 2. Message Table:消息是事实流水 + +消息表应围绕会话与顺序查询设计:conversation_id、message_id/sequence、sender_id、内容、时间、类型。按会话读取最近 N 条,避免按全局时间扫描。消息 ID 也用于去重与 ACK。 + +> **面试要点:** 优先考虑追加写、按会话顺序、可按游标拉历史;附件内容放对象存储,表里只存引用。 + +> **常见坑:** 只用自增全局 ID 排序,单点会成为瓶颈,也不天然表示每个会话的完整顺序。 + +### 3. Thread Table:会话的目录 + +Thread/Conversation 表保存参与者、最后一条消息摘要、更新时间、未读计数等。查“我的会话列表”需要 participant_id → thread_id 的倒排视图,不能每次扫描所有会话成员。 + +> **面试要点:** 单聊可用 canonical pair(较小 user_id + 较大 user_id)避免建立重复会话;群聊另用 group_id。 + +> **常见坑:** 只把参与者数组放一条 Thread 记录里,想查某个人的全部会话时只能扫库。 + +### 4. 一张表还是多张表 + +拆表让每种查询更直接、可独立扩展,但写时需维护多份视图;合表减少事务/同步成本,却可能让单行膨胀、热点集中。选择由读写路径决定。 + +> **面试要点:** 面试不要给“唯一正确表结构”,而要说明你为了哪几个查询牺牲了什么。 + +> **常见坑:** 为追求范式完美,把每次列表查询拆成几十次随机读。 + +### 5. NoSQL 中的 Thread 与 User + +NoSQL 的表通常是“服务一个查询”的物化视图:按 user_id 列会话,按 thread_id 查元信息,按 thread_id + seq 拉消息。用户资料单独按 user_id 存,避免把常改资料复制到每条消息。 + +> **面试要点:** 复制是为了读快;要定义异步更新、失败重放、修复任务和最终一致的用户体验。 + +> **常见坑:** 试图在宽列库里临时做复杂 join;正确做法是预先准备查询所需的键。 + +### 6. 发送消息的可行流程 + +客户端带 client_message_id 发送;服务端鉴权、幂等去重、落消息库,分配会话序号;写入事件流/投递队列;在线成员通过长连接收到推送;客户端 ACK 并更新游标。断线后按最后游标补拉。 + +> **面试要点:** “先落库后推送”让消息有恢复点;投递至少一次时,客户端依据 message_id 去重。 + +> **常见坑:** 先推送、后持久化;推送成功但服务崩溃时,重连后消息消失。 + +### 7. Push Notification 与 Socket 推送 + +Socket/WebSocket 适合在线实时通道;系统级 Push 适合 App 不在线或后台时的提醒。Push 通常不是可靠消息正文通道,打开 App 后仍要从服务器同步真实消息。 + +> **面试要点:** 连接服务只管长连接和心跳,业务服务通过路由/Channel 找到用户在哪台连接机。 + +> **常见坑:** 把 APNs/FCM 推送当作必达队列;它可能被系统折叠、延迟或丢弃。 + +### 8. Channel Service 优化群聊 + +群聊的难题是一次写入要送给很多成员。Channel Service 维护用户到连接的映射与群成员路由;大群常采用消息落库后让客户端拉取或分层 fanout,避免一条消息同步阻塞几万人。 + +> **面试要点:** 区分“小群逐个推”和“超大群广播/拉取”;背压、批处理、离线成员不应拖慢发送确认。 + +> **常见坑:** 所有群一律 fanout-on-write,几十万成员时单条消息产生巨量同步工作。 + +### 9. 总结、多端与在线状态 + +多端登录意味着一个 user_id 可对应多个设备连接;消息可对每个设备投递但要避免未读计数重复。在线状态多为软状态:心跳/连接事件写短 TTL,展示“刚刚在线”而非承诺绝对准确。 + +> **面试要点:** 在线状态需要容忍短暂不准;用户隐私和“最后活跃”可见范围也要有权限控制。 + +> **常见坑:** 把在线状态永久写主库并实时更新;高频心跳会产生不必要写放大。 + +### 10. 课后复盘 + +拿“给千人群发一条消息”做演练:写入一次,如何找到订阅者、在线/离线分别做什么、重复/乱序如何处理、历史如何拉、消息如何过期。 + +> **面试要点:** 复习时优先练发送链路与重连补偿,这是聊天题的骨架。 + +> **常见坑:** 只强调 WebSocket,没说持久化、顺序、ACK、补拉。 + +## 第 07 章:分布式文件系统 GFS + +_大文件如何可靠存放、读取与写入_ + +GFS 的价值在于理解“控制面和数据面分离”:一个中心管理元数据,但数据不经过它;大文件切块、多副本、校验和、租约共同保证规模与可靠性。 + +![分布式文件系统 GFS核心数据流](assets/06_gfs.png) + +### 1. 分布式系统与 GFS 简介 + +分布式系统把多台会失败的机器协作成一个服务。GFS 面向大文件、顺序读写、批量处理场景;它不是为海量小文件和强事务随机更新而生。 + +> **面试要点:** 先说工作负载:文件大小、读写模式、并发、可用性目标;架构永远依赖假设。 + +> **常见坑:** 不说使用场景,就把 GFS 视为所有存储问题的万能答案。 + +### 2. Scenario 与 Service + +客户端向 Master 查询文件块在哪些 ChunkServer,随后直接对 ChunkServer 读写。Master 保存命名空间、文件到 chunk 的映射、chunk 副本位置和租约等元数据。 + +> **面试要点:** Master 是控制面;ChunkServer 是数据面。数据传输不穿过 Master,避免它成为带宽瓶颈。 + +> **常见坑:** 让 Master 代理每个大文件的字节流;中心节点很快被网络流量压垮。 + +### 3. GFS Storage:块、元数据与副本 + +文件被切成较大 chunk,每个 chunk 有唯一句柄并有多个副本。大块减少元数据量和客户端交互,但也会让热点块、内部碎片和单点读写放大更明显。 + +> **面试要点:** 副本数量、放置策略、修复优先级是可靠性设计的一部分;同机架/同可用区故障要避免把副本放在一起。 + +> **常见坑:** 只说“存三份”却没说三份在哪里;同一机架断电时可能一起不可用。 + +### 4. 读取和写入 + +读取:客户端从 Master 获取 chunk 位置,挑一个副本直读。写入:Master 选主副本/授予租约,数据先流水线复制到各副本,再由主副本决定写入顺序并让其他副本应用。 + +> **面试要点:** 写路径要说顺序、重试和幂等;读取要说副本选择与校验失败后的回退。 + +> **常见坑:** 把多个副本同时独立写,没指定顺序来源,最终数据会发生冲突。 + +### 5. 校验和与副本扩展 + +校验和像每一小段数据的指纹,读取时验证,发现坏块就从其他副本取并修复。副本可提升读吞吐和容错,但副本越多越耗存储、写入也更复杂。 + +> **面试要点:** 数据完整性不是只有“磁盘没坏”;网络、内存、软件 bug 都可能污染数据,所以读路径也要验。 + +> **常见坑:** 只相信磁盘 RAID 或文件大小,没有按块校验,静默损坏难以发现。 + +### 6. GFS 实战与常见问答 + +面试复盘时逐个压力问答:Master 挂了怎么办?热点 chunk 怎么办?副本不一致怎么办?删除如何回收?小文件怎么办?每个回答都要回到元数据、高可用、缓存、租约、复制和后台修复。 + +> **面试要点:** 先承认架构的边界,再给改进:主备/日志、热点副本、批量小文件、对象存储或元数据分片。 + +> **常见坑:** 把 Q&A 变成背概念,而不把它们串成一次真实的读写与故障恢复过程。 + +## 第 08 章:BigTable、索引与大规模读写 + +_从宽表到 Bloom Filter、B+Tree 与分布式锁_ + +BigTable 说明了一种重要思想:数据模型与物理存储为访问模式服务。行键切分、内存表、不可变文件、索引与 Bloom Filter 共同控制大规模读写的成本。 + +![BigTable、索引与大规模读写核心数据流](assets/07_bigtable.png) + +### 1. BigTable 与基本设计 + +BigTable 可理解为稀疏、分布式、按行键排序的超宽表:行键、列族/列、时间版本共同定位一个单元格。连续行键范围组成 Tablet,并由不同服务器承载。 + +> **面试要点:** 列族是存储与访问的组织边界;行键决定局部性。先设计最常见的行范围读取,再选行键。 + +> **常见坑:** 把它当关系型表,期待随意 join、任意二级索引和跨行强事务。 + +### 2. 一个可行读写过程 + +写通常先进入内存中的 MemTable 与日志,积累后刷成不可变的 SSTable;读先定位 Tablet,再查内存表、缓存、索引与多个 SSTable,必要时做合并。 + +> **面试要点:** 追加写和不可变文件让写快;代价是读可能碰多份文件,需要缓存、索引、Bloom Filter 和 compaction。 + +> **常见坑:** 只关注写入速度,忽略文件越积越多时读放大与后台合并压力。 + +### 3. 读取优化:Index 与 Bloom Filter + +稀疏索引告诉你文件的大概位置;Bloom Filter 快速回答“这个文件一定没有这个 key 吗?”它可能误报“可能有”,但不会误报“肯定没有”。这样能跳过大多数无关文件读取。 + +> **面试要点:** Bloom Filter 用少量内存换磁盘 I/O;要结合误判率、key 数量和可用内存选参数。 + +> **常见坑:** 把 Bloom Filter 当精确集合,用它的“可能存在”直接当作真实命中。 + +### 4. 分片与分布式锁 + +Tablet 变大后按行键范围拆分并迁移;热点行键会让单 Tablet 过载。分布式锁用于协调少数关键操作,但比普通锁难得多,必须有租约、超时、fencing token 和失效处理。 + +> **面试要点:** 能不用全局锁就不用:优先分区、乐观并发控制、条件写、单 key 顺序化。 + +> **常见坑:** 持有锁的进程卡住后仍继续写;没有 fencing token,新的锁拥有者也挡不住旧进程。 + +### 5. K 路归并、外排序 + +数据大到内存放不下时,先把内存能装下的块排序成多个小文件,再用 K 路归并逐步合成大有序文件。它是 SSTable、日志合并、离线索引构建的基础。 + +> **面试要点:** K 不是越大越好:打开文件数、内存缓冲、磁盘吞吐都有上限;用多轮归并控制资源。 + +> **常见坑:** 试图把全部数据读进内存排序,导致 OOM 或大规模交换。 + +### 6. GFS 与 BigTable 的关系、B-Tree/B+Tree + +可以把 GFS 看作可靠的大文件底座,BigTable 在上面组织结构化的宽表数据。B+Tree 则是关系数据库常用磁盘索引:内部节点引路,叶子节点按序相连,适合范围扫描。 + +> **面试要点:** 比较结构时讲“定位路径、更新成本、范围查询、顺序写、缓存局部性”,不要只背定义。 + +> **常见坑:** 认为所有索引都等价;哈希索引快查等值,B+Tree 强于排序和范围查询。 + +### 7. 元数据、跳跃表与课后题 + +元数据是“数据在哪里、是什么、谁能访问”的目录;数据系统往往先被元数据瓶颈卡住。跳跃表用多层有序链表获得接近平衡树的查找效率,实现简单,常见于内存有序表。 + +> **面试要点:** 元数据要缓存、复制、分片和持久化;它虽小,却决定整个数据面能否工作。 + +> **常见坑:** 只为大数据块做冗余,却让唯一的元数据服务单点且无备份。 + +## 第 09 章:MapReduce 与批处理 + +_把 TB 级离线任务拆解成可并行、可恢复的流水线_ + +MapReduce 的核心不是某个框架,而是分治:Map 生成键值对,Shuffle 把同 key 的数据凑在一起,Reduce 做汇总。理解数据怎么移动,才能理解倾斜、重试和容量。 + +![MapReduce 与批处理核心数据流](assets/08_mapreduce.png) + +### 1. MapReduce 简介与框架流程 + +把大输入切成很多块,多个 Map 并行处理;Map 输出按 key 分区;Shuffle 把同 key 运到同一个 Reduce;Reduce 输出最终结果。失败任务可重试,因为中间结果可重算。 + +> **面试要点:** 每一步都问:输入怎么分片?key 如何决定分区?中间文件在哪?失败怎样重跑? + +> **常见坑:** 只说“Map 后 Reduce”,漏掉 Shuffle;实际大规模作业里网络搬运常是成本大头。 + +### 2. MapReduce 的使用与传输整理 + +使用时最重要的是设计 key。Word Count 的 key 是单词;按天统计订单的 key 是日期;按用户聚合的 key 是 user_id。Shuffle 会按 key 分桶、排序、分组,所以 key 直接决定并行度与倾斜。 + +> **面试要点:** 在 map 端先做 combiner/局部聚合,可大幅减少网络传输;但 combiner 只适用于可安全局部合并的操作。 + +> **常见坑:** 把随机 UUID 当聚合 key,最后既不能聚合,也让数据无意义地散开。 + +### 3. 应用练习:把业务翻译成 key-value + +做题时先用一句话定义:Map 输出什么 (key, value),Reduce 对每个 key 做什么。典型题包括倒排索引、共同好友、Top N、日志聚合、去重。先写小样本走一遍,再考虑规模。 + +> **面试要点:** Top N 常在每个 Map/分区先取局部 Top N,再全局归并;避免把所有记录送到一个 Reduce。 + +> **常见坑:** 为求全局结果把所有数据都发到同一 Reducer,单点很快成为长尾。 + +### 4. MapReduce 的设计 + +设计作业时要考虑数据倾斜、任务切分、幂等输出、失败重试、临时文件清理、作业监控和成本。热 key 可加随机前缀先两阶段聚合,再去掉前缀做最终合并。 + +> **面试要点:** 批处理通常追求吞吐而非毫秒延迟;要明确数据到达延迟、作业窗口、重跑范围。 + +> **常见坑:** 把离线 MapReduce 用在用户同步请求链路,导致响应时间不可接受。 + +### 5. 打擂台算法与课后题 + +打擂台算法把“找最大/最优”变成逐轮比较;若还要第二名,需要记录冠军击败过谁,再在这些对手中找最大。它训练的是比较次数与中间信息复用。 + +> **面试要点:** 刷题时先画比较树,再数比较次数;别只写循环。 + +> **常见坑:** 得到最大值后重新全量扫描找第二大,浪费已知的比较关系。 + +## 第 10 章:搜索引擎、爬虫与联想词 + +_从抓网页到倒排索引,再到低延迟查询服务_ + +搜索系统分成离线建库与在线查询两条链。爬虫、解析、去重、索引构建是后台重活;QueryService 和 Suggestion 是面向用户的毫秒级服务。 + +![搜索引擎、爬虫与联想词核心数据流](assets/09_search.png) + +### 1. 搜索引擎技术概要、倒排索引、分词 + +倒排索引把“词 → 出现在哪些文档”提前建好,查询词时不用扫所有文档。中文没有天然空格,分词要把文本切成有意义词项;还会做大小写归一、停用词、同义词等处理。 + +> **面试要点:** 索引通常存 doc_id、词频、位置等;查询阶段负责召回、相关性排序、过滤与高亮。 + +> **常见坑:** 每次用户搜索才遍历所有网页做字符串匹配;数据一大就无法响应。 + +### 2. 爬虫模型、生产者消费者与基本架构 + +爬虫从待抓队列取 URL,下载器抓页面,解析器提取链接与内容,去重器过滤重复 URL,再把新 URL 放回队列。生产者消费者让抓取、解析、索引独立扩缩容;多进程/多机器提高吞吐。 + +> **面试要点:** 队列应有背压:解析太快时别无限堆 URL;抓取失败要有重试次数和延迟队列。 + +> **常见坑:** 递归同步抓取:一个慢网站就卡住所有工作,也无法控制并发。 + +### 3. 网页、BFS 队列与哈希去重 + +原始网页可放对象存储,结构化正文/元数据进入索引或数据库。BFS 队列决定按层扩展 URL;已访问哈希集合防止反复抓同一地址。URL 规范化(去无意义参数、统一大小写/尾斜杠规则)能减少重复。 + +> **面试要点:** 队列是大吞吐追加结构,去重集合是大 key-value 查询;二者容量与过期策略不同。 + +> **常见坑:** 把完整网页正文全放关系数据库索引列,成本高、性能差,还不利于重新解析。 + +### 4. 简单可行解、Robots 与频率限制 + +先做单队列+去重+抓取+解析的最小闭环,再按域名分队列、加速率限制、失败重试和监控。robots.txt 是站点对爬虫可抓路径的声明;礼貌抓取还要按域名限速、设置超时、尊重缓存。 + +> **面试要点:** 不要把“能抓”当作“应该抓”;遵守法律、条款、robots、版权与隐私边界。 + +> **常见坑:** 高并发猛抓一个站点,既伤害对方又会被封禁,数据质量还未必更好。 + +### 5. 表单、抓取失败与分地区爬虫 + +表单/动态内容可能需要渲染或特定参数,不能把登录态和敏感 token 当普通 URL。分地区爬虫用于降低网络延迟、遵守数据地域要求或分散流量。更新可用内容 hash、版本号、上次抓取时间判断;失败要指数退避并区分永久/临时错误。 + +> **面试要点:** 维护 URL 状态机:待抓、抓取中、成功、可重试失败、永久失败;避免多个 worker 重复抓。 + +> **常见坑:** 任何失败都立即无限重试,造成重试风暴并淹没正常任务。 + +### 6. Typeahead 与 Google Suggestion 的场景 + +Typeahead 可以是本地词典/已输入内容补全;搜索建议通常由热门查询、趋势、用户上下文和安全过滤组成。用户每输入一个字符都可能发请求,所以延迟和流量都很敏感。 + +> **面试要点:** 先明确建议来源:静态词库、实时热词、个性化历史;不同来源的更新频率和隐私要求不同。 + +> **常见坑:** 把完整搜索结果当成联想词返回,带宽和计算都浪费。 + +### 7. QueryService、Collection Service 与概率优化 + +QueryService 负责按前缀低延迟取候选;CollectionService 离线/流式收集查询并计算热度。存储可用 Trie/前缀索引,节点保留 Top K。概率采样可在超大流量下减少收集成本,再用近似统计保留趋势。 + +> **面试要点:** Top K 要定义时间窗口、衰减、去重与违规过滤;前缀预计算换速度但占空间。 + +> **常见坑:** 每次敲键盘都实时扫描全量历史查询;应提前构建前缀到 Top K 的视图。 + +### 8. 输入过快、缓存、预加载与实时 Top 10 + +输入快时做 debounce(短暂停顿再请求)、取消过期请求、只保留最新响应。前端可缓存近期前缀,后端缓存热点前缀;实时热门词常用事件流 + 分窗口聚合 + Top K,接受少量延迟/近似。 + +> **面试要点:** 缓存键要包含语言/地区/安全级别等会影响结果的维度;缓存不能绕过权限或内容过滤。 + +> **常见坑:** 客户端先发出的旧请求后返回,直接覆盖新输入的结果;需要 request sequence 或取消机制。 + +### 9. KV Store 与 MapReduce 补充 + +KV Store 按 key 快速拿 value,适合会话、配置、计数器、去重和缓存;MapReduce 是离线大规模并行计算模型。二者一个偏在线查找,一个偏离线批量计算,经常在同一系统各司其职。 + +> **面试要点:** 选工具时先问延迟目标:毫秒级线上路径与分钟/小时级后台作业不要混在一起。 + +> **常见坑:** 把 KV Store 当搜索引擎,或把批处理当同步 API,都会得到不合适的延迟与查询能力。 + +## 附录 A:2026 系统设计面试升级 + +### 云原生:无状态服务与声明式运行 + +容器把应用和依赖打包;Kubernetes 类平台负责按声明状态部署、扩缩容和故障替换。它主要解决工作负载编排,不会替应用解决超时、重试、幂等和数据持久性。 + +> **面试应该说到:** 面试中要说清 Deployment、服务发现、滚动发布和自动扩缩容怎样支撑无状态业务层。 + +### 事件驱动:事务库 + Outbox + CDC + +订单创建后既要提交数据库,又要发事件,直接双写会出现一边成功一边失败。Outbox 把业务数据与待发布事件放进同一事务;CDC 读取 outbox 再投递,消费端按事件 ID 去重。 + +> **面试应该说到:** 不要承诺端到端绝对一次;要说明生产端原子落地、至少一次投递和消费端幂等如何配合。 + +### 事件流与流处理 + +Kafka 等事件流保存可重放的有序分区记录。现代 Kafka 使用 KRaft 管理元数据;实时计算要区分事件时间和处理时间,处理迟到数据时要有 watermark、允许迟到或补偿策略。 + +> **面试应该说到:** 按业务 key 分区保证单 key 的局部顺序;消费者必须能重复处理,并为毒消息准备 DLQ。 + +### SRE:SLO、错误预算与可观测性 + +可用不等于用户体验好。定义 SLI(成功率、p95 延迟、消息送达率等)和 SLO,再用错误预算决定发布速度。OpenTelemetry 把日志、指标和链路串到同一个请求上下文。 + +> **面试应该说到:** 每条关键用户旅程至少有业务成功指标、延迟分位、错误率、饱和度和 trace_id;告警面向用户症状而不是机器噪音。 + +### 多区域:先定业务目标,再选一致性 + +跨区的代价是写延迟、复制、故障切换与数据合规。读多且允许旧数据时可读就近副本;强一致写需要跨副本仲裁,延迟更高。 + +> **面试应该说到:** 先写 RPO/RTO、数据归属区域、写主区域、只读副本、流量切换与数据修复,不要一句“多活”带过。 + +### AI 功能:RAG 是可审计的数据管道 + +常见链路是:文档接入 → 解析切块 → 向量索引 → 检索 → 带引用生成 → 权限过滤与评估。它像搜索系统的升级版,索引与召回仍是基础。 + +> **面试应该说到:** 必须设计租户隔离、来源引用、召回/答案评估、敏感数据脱敏、超时降级、缓存和成本预算。 + +### 安全与成本:默认纳入架构 + +入口需要认证、授权、WAF、限流与审计;内部服务采用最小权限与密钥轮换。成本大头通常是副本、跨区流量、长连接、缓存、日志采样和模型调用。 + +> **面试应该说到:** 给出“先保证正确与安全,再按数据验证扩容”的路线,而不是一开始堆所有高级组件。 + +## 附录 B:刷题与复习工作簿 + +每次答题前先走下面 12 个问题: + +1. 谁在用?核心动作是什么?哪些功能明确不做? +2. 日活、峰值 QPS、读写比例、数据大小、增长率是多少? +3. 用户能接受多慢?哪些动作绝不能丢、重复或乱序? +4. 入口如何鉴权、限流、防滥用与灰度? +5. 同步主链路是什么?哪些步骤可异步? +6. 事实数据、缓存、搜索索引、分析数据分别放在哪里? +7. 主键、分片键、排序键、分页游标是什么? +8. 遇到超时与重试,如何做到幂等? +9. 高峰、热点、大 V、热 key、热分片如何处理? +10. 单机、单可用区、单区域故障时,RPO/RTO 是什么? +11. 怎样观察:SLI、SLO、日志、指标、trace、告警? +12. 成本大头是什么?如何从简单方案演进? + +--- + +从理解概念开始,再用题目、口述和复盘把能力练成自己的。 diff --git a/docs/system-design/assets/01_user_cache.png b/docs/system-design/assets/01_user_cache.png new file mode 100644 index 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