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class="tag-list-link" href="/tags/Interceptor/" rel="tag">Interceptor</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/Intersection-of-Two-Arrays/" rel="tag">Intersection of Two Arrays</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/JMap/" rel="tag">JMap</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/JPS/" rel="tag">JPS</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/JStack/" rel="tag">JStack</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/JVM/" rel="tag">JVM</a><span class="tag-list-count">2</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/Java/" rel="tag">Java</a><span class="tag-list-count">29</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/Leetcode-42/" rel="tag">Leetcode 42</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/LimitedThreadPool/" rel="tag">LimitedThreadPool</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/Linked-List/" rel="tag">Linked List</a><span class="tag-list-count">2</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/Lowest-Common-Ancestor-of-a-Binary-Tree/" rel="tag">Lowest Common Ancestor of a Binary Tree</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/MQ/" rel="tag">MQ</a><span class="tag-list-count">9</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/Mac/" rel="tag">Mac</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/Maven/" rel="tag">Maven</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/Median-of-Two-Sorted-Arrays/" rel="tag">Median of Two Sorted Arrays</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/Mybatis/" rel="tag">Mybatis</a><span class="tag-list-count">2</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/Mysql/" rel="tag">Mysql</a><span class="tag-list-count">2</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/NameServer/" rel="tag">NameServer</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/PHP/" rel="tag">PHP</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/Preorder-Traversal/" rel="tag">Preorder Traversal</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/Print-FooBar-Alternately/" rel="tag">Print FooBar Alternately</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/RPC/" rel="tag">RPC</a><span class="tag-list-count">4</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/Redis/" rel="tag">Redis</a><span class="tag-list-count">2</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/Remove-Duplicates-from-Sorted-List/" rel="tag">Remove Duplicates from Sorted List</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/RocketMQ/" rel="tag">RocketMQ</a><span class="tag-list-count">9</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/Rotate-Image/" rel="tag">Rotate Image</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/Rust/" rel="tag">Rust</a><span class="tag-list-count">3</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/SPI/" rel="tag">SPI</a><span class="tag-list-count">2</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/Servlet/" rel="tag">Servlet</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/Sharding-Jdbc/" rel="tag">Sharding-Jdbc</a><span class="tag-list-count">3</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/Singleton/" rel="tag">Singleton</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/Spring/" rel="tag">Spring</a><span class="tag-list-count">5</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/Spring-Event/" rel="tag">Spring Event</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/SpringBoot/" rel="tag">SpringBoot</a><span class="tag-list-count">3</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/Sql%E6%B3%A8%E5%85%A5/" rel="tag">Sql注入</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/Stream/" rel="tag">Stream</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/Synchronized/" rel="tag">Synchronized</a><span class="tag-list-count">2</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/Thread-dump/" rel="tag">Thread dump</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/ThreadLocal/" rel="tag">ThreadLocal</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/ThreadPool/" rel="tag">ThreadPool</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/Tomcat/" rel="tag">Tomcat</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/Trapping-Rain-Water/" rel="tag">Trapping Rain Water</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/WeakReference/" rel="tag">WeakReference</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/Web/" rel="tag">Web</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/Webhook/" rel="tag">Webhook</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/WordPress/" rel="tag">WordPress</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/aqs/" rel="tag">aqs</a><span class="tag-list-count">3</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/await/" rel="tag">await</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/bloom-filter/" rel="tag">bloom filter</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/c/" rel="tag">c++</a><span class="tag-list-count">14</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/cglib/" rel="tag">cglib</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/cgroup/" rel="tag">cgroup</a><span class="tag-list-count">2</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/cluster/" rel="tag">cluster</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/condition/" rel="tag">condition</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/docker/" rel="tag">docker</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/dp/" rel="tag">dp</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/echo/" rel="tag">echo</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/environment/" rel="tag">environment</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/gap-lock/" rel="tag">gap lock</a><span class="tag-list-count">2</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/gc/" rel="tag">gc</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/git/" rel="tag">git</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/grep/" rel="tag">grep</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/hadoop/" rel="tag">hadoop</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/icu4c/" rel="tag">icu4c</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/im/" rel="tag">im</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/is-not-null/" rel="tag">is not null</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/is-null/" rel="tag">is null</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/j-u-c/" rel="tag">j.u.c</a><span class="tag-list-count">2</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/java/" rel="tag">java</a><span class="tag-list-count">26</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/jvm/" rel="tag">jvm</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/leetcode/" rel="tag">leetcode</a><span class="tag-list-count">33</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/leetcode-155/" rel="tag">leetcode 155</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/linked-list/" rel="tag">linked list</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/linux/" rel="tag">linux</a><span class="tag-list-count">3</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/lock/" rel="tag">lock</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/mfc/" rel="tag">mfc</a><span class="tag-list-count">2</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/min-stack/" rel="tag">min stack</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/mq/" rel="tag">mq</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/mvcc/" rel="tag">mvcc</a><span class="tag-list-count">3</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/mysql/" rel="tag">mysql</a><span class="tag-list-count">6</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/namespace/" rel="tag">namespace</a><span class="tag-list-count">3</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/next-key-lock/" rel="tag">next-key lock</a><span class="tag-list-count">2</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/nginx/" rel="tag">nginx</a><span class="tag-list-count">2</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/nullsfirst/" rel="tag">nullsfirst</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/openresty/" rel="tag">openresty</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/php/" rel="tag">php</a><span class="tag-list-count">2</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/procedure/" rel="tag">procedure</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/python/" rel="tag">python</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/read-view/" rel="tag">read view</a><span class="tag-list-count">3</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/redis/" rel="tag">redis</a><span class="tag-list-count">11</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/scp/" rel="tag">scp</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/signal/" rel="tag">signal</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/sort/" rel="tag">sort</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/spark/" rel="tag">spark</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/ssh/" rel="tag">ssh</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/stack/" rel="tag">stack</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/stream/" rel="tag">stream</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/string/" rel="tag">string</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/swoole/" rel="tag">swoole</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/top/" rel="tag">top</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/uname/" rel="tag">uname</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/unlock/" rel="tag">unlock</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/utf8/" rel="tag">utf8</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/utf8mb4/" rel="tag">utf8mb4</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/utf8mb4-0900-ai-ci/" rel="tag">utf8mb4_0900_ai_ci</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/utf8mb4-general-ci/" rel="tag">utf8mb4_general_ci</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/utf8mb4-unicode-ci/" rel="tag">utf8mb4_unicode_ci</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/value/" rel="tag">value</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/websocket/" rel="tag">websocket</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/zookeeper/" rel="tag">zookeeper</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/zsh/" rel="tag">zsh</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E4%B8%89%E9%98%B6%E6%AE%B5%E6%8F%90%E4%BA%A4/" rel="tag">三阶段提交</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E4%B8%8D%E5%8F%AF%E5%8F%98%E5%BC%95%E7%94%A8/" rel="tag">不可变引用</a><span class="tag-list-count">2</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E4%B8%9C%E4%BA%AC%E5%A5%A5%E8%BF%90%E4%BC%9A/" rel="tag">东京奥运会</a><span 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href="/tags/%E4%BA%8B%E5%8A%A1/" rel="tag">事务</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E4%BA%8C%E5%8F%89%E6%A0%91/" rel="tag">二叉树</a><span class="tag-list-count">3</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E4%BA%92%E6%96%A5%E9%94%81/" rel="tag">互斥锁</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E4%BB%A3%E7%A0%81%E9%A2%98%E8%A7%A3/" rel="tag">代码题解</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E4%BF%AE%E7%94%B5%E8%84%91%E7%9A%84/" rel="tag">修电脑的</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E5%81%8F%E5%90%91%E9%94%81/" rel="tag">偏向锁</a><span class="tag-list-count">2</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E5%81%A5%E5%BA%B7%E7%A0%81/" rel="tag">健康码</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E5%85%AC%E4%BA%A4/" rel="tag">公交</a><span class="tag-list-count">3</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E5%85%AC%E4%BA%A4%E8%BD%A6/" rel="tag">公交车</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E5%86%85%E5%AD%98%E5%88%86%E5%B8%83/" rel="tag">内存分布</a><span class="tag-list-count">3</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E5%86%85%E5%AD%98%E6%B3%84%E6%BC%8F/" rel="tag">内存泄漏</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E5%87%86%E5%A4%87/" rel="tag">准备</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E5%87%8F%E8%82%A5/" rel="tag">减肥</a><span class="tag-list-count">6</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E5%88%86%E5%B8%83%E5%BC%8F%E4%BA%8B%E5%8A%A1/" rel="tag">分布式事务</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E5%88%86%E5%B8%83%E5%BC%8F%E9%94%81/" rel="tag">分布式锁</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E5%88%87%E7%89%87/" rel="tag">切片</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E5%88%9D%E5%A7%8B%E5%8C%96/" rel="tag">初始化</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E5%89%8A%E5%B3%B0%E5%A1%AB%E8%B0%B7/" rel="tag">削峰填谷</a><span class="tag-list-count">4</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E5%89%8D%E5%BA%8F/" rel="tag">前序</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E5%8A%A0%E5%A1%9E/" rel="tag">加塞</a><span class="tag-list-count">3</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E5%8A%A0%E8%BD%BD/" rel="tag">加载</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E5%8D%95%E4%BE%8B/" rel="tag">单例</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E5%8D%9A%E5%AE%A2%EF%BC%8C%E6%96%87%E7%AB%A0/" rel="tag">博客，文章</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E5%8E%A6%E9%97%A8/" rel="tag">厦门</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E5%8F%8C%E4%BA%B2%E5%A7%94%E6%B4%BE/" rel="tag">双亲委派</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E5%8F%91%E8%A1%8C%E7%89%88/" rel="tag">发行版</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E5%8F%A3%E7%BD%A9/" rel="tag">口罩</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E5%8F%AF%E5%8F%98%E5%BC%95%E7%94%A8/" rel="tag">可变引用</a><span class="tag-list-count">2</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E5%90%90%E6%A7%BD/" rel="tag">吐槽</a><span class="tag-list-count">2</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E5%9B%A4%E7%89%A9%E8%B5%84/" rel="tag">囤物资</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E5%9E%83%E5%9C%BE%E5%9B%9E%E6%94%B6/" rel="tag">垃圾回收</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E5%9F%BA%E7%A1%80%E8%AE%BE%E6%96%BD/" rel="tag">基础设施</a><span class="tag-list-count">2</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E5%A4%A7%E6%89%AB%E9%99%A4/" rel="tag">大扫除</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E5%AD%97%E7%AC%A6%E9%9B%86/" rel="tag">字符集</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E5%AE%89%E5%85%A8/" rel="tag">安全</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E5%AE%B9%E9%94%99%E6%9C%BA%E5%88%B6/" rel="tag">容错机制</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E5%AF%84%E7%94%9F%E8%99%AB/" rel="tag">寄生虫</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E5%B0%84%E5%87%BB/" rel="tag">射击</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E5%B0%8F%E6%8A%80%E5%B7%A7/" rel="tag">小技巧</a><span class="tag-list-count">5</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E5%B1%80%E5%8F%A3%E8%A1%97/" rel="tag">局口街</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E5%B8%83%E9%9A%86%E8%BF%87%E6%BB%A4%E5%99%A8/" rel="tag">布隆过滤器</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E5%B9%B2%E6%B4%BB/" rel="tag">干活</a><span class="tag-list-count">5</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E5%B9%B4%E4%B8%AD%E6%80%BB%E7%BB%93/" rel="tag">年中总结</a><span class="tag-list-count">2</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E5%B9%B4%E7%BB%88%E6%80%BB%E7%BB%93/" rel="tag">年终总结</a><span class="tag-list-count">3</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E5%B9%B6%E5%8F%91/" rel="tag">并发</a><span class="tag-list-count">2</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E5%B9%B8%E7%A6%8F%E4%BA%86%E5%90%97/" rel="tag">幸福了吗</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E5%B9%BB%E8%AF%BB/" rel="tag">幻读</a><span class="tag-list-count">2</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E5%BA%94%E7%94%A8/" rel="tag">应用</a><span class="tag-list-count">2</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E5%BC%80%E8%BD%A6/" rel="tag">开车</a><span class="tag-list-count">3</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E5%BC%B1%E5%BC%95%E7%94%A8/" rel="tag">弱引用</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E5%BD%B1%E8%AF%84/" rel="tag">影评</a><span class="tag-list-count">2</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E6%89%80%E6%9C%89%E6%9D%83/" rel="tag">所有权</a><span class="tag-list-count">3</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E6%89%93%E5%8D%A1/" rel="tag">打卡</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E6%89%B6%E6%A2%AF/" rel="tag">扶梯</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E6%8A%80%E6%9C%AF/" rel="tag">技术</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E6%8B%96%E6%9B%B4/" rel="tag">拖更</a><span class="tag-list-count">2</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E6%8D%A2%E8%BD%A6%E7%89%8C/" rel="tag">换车牌</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E6%8E%92%E5%BA%8F/" rel="tag">排序</a><span class="tag-list-count">2</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E6%8E%A5%E9%9B%A8%E6%B0%B4/" rel="tag">接雨水</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E6%95%B0%E6%8D%AE%E6%BA%90%E5%8A%A8%E6%80%81%E5%88%87%E6%8D%A2/" rel="tag">数据源动态切换</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E6%95%B0%E6%8D%AE%E7%BB%93%E6%9E%84/" rel="tag">数据结构</a><span class="tag-list-count">11</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E6%96%B0%E8%AF%AD%E8%A8%80/" rel="tag">新语言</a><span class="tag-list-count">3</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E6%97%85%E6%B8%B8/" rel="tag">旅游</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E6%97%A5%E5%BF%97/" rel="tag">日志</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E6%9B%BE%E5%8E%9D%E5%9E%B5/" rel="tag">曾厝垵</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E6%9C%80%E5%B0%8F%E6%A0%88/" rel="tag">最小栈</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E6%9D%80%E4%BA%BA%E8%AF%9B%E5%BF%83/" rel="tag">杀人诛心</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E6%9D%AD%E5%B7%9E/" rel="tag">杭州</a><span class="tag-list-count">4</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E6%A0%87%E8%AE%B0%E6%95%B4%E7%90%86/" rel="tag">标记整理</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E6%A4%8D%E7%89%A9%E5%9B%AD/" rel="tag">植物园</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E6%B2%99%E8%8C%B6%E9%9D%A2/" rel="tag">沙茶面</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E6%B3%A8%E8%A7%A3/" rel="tag">注解</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E6%B5%B7%E8%9B%8E%E7%85%8E/" rel="tag">海蛎煎</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E6%B6%88%E6%81%AF%E9%98%9F%E5%88%97/" rel="tag">消息队列</a><span class="tag-list-count">9</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E6%B7%98%E6%B1%B0%E7%AD%96%E7%95%A5/" rel="tag">淘汰策略</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E6%BA%90%E7%A0%81/" rel="tag">源码</a><span class="tag-list-count">11</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E6%BA%90%E7%A0%81%E8%A7%A3%E6%9E%90/" rel="tag">源码解析</a><span class="tag-list-count">3</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E7%94%9F%E6%B4%BB/" rel="tag">生活</a><span class="tag-list-count">37</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E7%94%B5%E7%93%B6%E8%BD%A6/" rel="tag">电瓶车</a><span class="tag-list-count">2</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E7%96%AB%E6%83%85/" rel="tag">疫情</a><span class="tag-list-count">2</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E7%9C%8B%E4%B9%A6/" rel="tag">看书</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E7%9C%8B%E5%89%A7/" rel="tag">看剧</a><span class="tag-list-count">3</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E7%9F%A9%E9%98%B5/" rel="tag">矩阵</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E7%AB%AF%E5%8F%A3%E8%BD%AC%E5%8F%91/" rel="tag">端口转发</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E7%B1%BB%E5%8A%A0%E8%BD%BD/" rel="tag">类加载</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E7%B3%9F%E5%BF%83%E4%BA%8B/" rel="tag">糟心事</a><span class="tag-list-count">5</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E7%B4%A2%E5%BC%95/" rel="tag">索引</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E7%BA%BF%E7%A8%8B%E6%B1%A0/" rel="tag">线程池</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E7%BC%93%E5%AD%98/" rel="tag">缓存</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E7%BC%93%E5%AD%98%E5%87%BB%E7%A9%BF/" rel="tag">缓存击穿</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E7%BC%93%E5%AD%98%E7%A9%BF%E9%80%8F/" rel="tag">缓存穿透</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E7%BC%93%E5%AD%98%E9%9B%AA%E5%B4%A9/" rel="tag">缓存雪崩</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E7%BC%96%E7%A0%81/" rel="tag">编码</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E7%BE%8E%E5%9B%BD/" rel="tag">美国</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E8%80%81%E7%94%B5%E8%84%91/" rel="tag">老电脑</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E8%87%AA%E5%8A%A8%E8%A3%85%E9%85%8D/" rel="tag">自动装配</a><span class="tag-list-count">1</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E8%87%AA%E6%97%8B/" rel="tag">自旋</a><span class="tag-list-count">2</span></li><li class="tag-list-item"><a class="tag-list-link" href="/tags/%E8%87%AA%E9%80%82%E5%BA%94%E6%8B%93%E5%B1%95/" rel="tag">自适应拓展</a><span 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C133.8,88.0 127.5,74.4 143.8,58.0 C148.5,53.4 154.0,51.2 159.7,51.0 C160.3,49.4 163.2,43.6 171.4,40.1 C171.4,40.1 176.1,42.5 178.8,56.2 C183.1,58.6 187.2,61.8 190.9,65.4 C194.5,69.0 197.7,73.2 200.1,77.6 C213.8,80.2 216.3,84.9 216.3,84.9 C212.7,93.1 206.9,96.0 205.4,96.6 C205.1,102.4 203.0,107.8 198.3,112.5 C181.9,128.9 168.3,122.5 157.7,114.1 C157.9,116.9 156.7,120.9 152.7,124.9 L141.0,136.5 C139.8,137.7 141.6,141.9 141.8,141.8 Z" fill="currentColor" class="octo-body"></path></svg></a><noscript><div class="noscript-warning">Theme NexT works best with JavaScript enabled</div></noscript><div class="main-inner index posts-expand"><div class="post-block"><article itemscope="" itemtype="http://schema.org/Article" class="post-content"><link itemprop="mainEntityOfPage" href="https://nicksxs.me/2022/01/09/%E8%81%8A%E8%81%8A-Sharding-Jdbc-%E5%88%86%E5%BA%93%E5%88%86%E8%A1%A8%E4%B8%8B%E7%9A%84%E5%88%86%E9%A1%B5%E6%96%B9%E6%A1%88/"><span hidden="" itemprop="author" itemscope="" itemtype="http://schema.org/Person"><meta itemprop="image" content="/uploads/avatar.jpg"><meta itemprop="name" content="Nicksxs"><meta itemprop="description" content="learn from zero,技术博客，Nicksxs，史学森"></span><span hidden="" itemprop="publisher" itemscope="" itemtype="http://schema.org/Organization"><meta itemprop="name" content="Nicksxs's Blog"></span><header class="post-header"><h2 class="post-title" itemprop="name headline"><a href="/2022/01/09/%E8%81%8A%E8%81%8A-Sharding-Jdbc-%E5%88%86%E5%BA%93%E5%88%86%E8%A1%A8%E4%B8%8B%E7%9A%84%E5%88%86%E9%A1%B5%E6%96%B9%E6%A1%88/" class="post-title-link" itemprop="url">聊聊 Sharding-Jdbc 分库分表下的分页方案</a></h2><div class="post-meta-container"><div class="post-meta"><span class="post-meta-item"><span class="post-meta-item-icon"><i class="far fa-calendar"></i> </span><span class="post-meta-item-text">发表于</span> <time title="创建时间：2022-01-09 20:02:49" itemprop="dateCreated datePublished" datetime="2022-01-09T20:02:49+08:00">2022-01-09</time> </span><span class="post-meta-item"><span class="post-meta-item-icon"><i class="far fa-calendar-check"></i> </span><span class="post-meta-item-text">更新于</span> <time title="修改时间：2022-06-11 22:45:11" itemprop="dateModified" datetime="2022-06-11T22:45:11+08:00">2022-06-11</time> </span><span class="post-meta-item"><span class="post-meta-item-icon"><i class="far fa-folder"></i> </span><span class="post-meta-item-text">分类于</span> <span itemprop="about" itemscope="" itemtype="http://schema.org/Thing"><a href="/categories/Java/" itemprop="url" rel="index"><span itemprop="name">Java</span></a> </span></span><span id="/2022/01/09/%E8%81%8A%E8%81%8A-Sharding-Jdbc-%E5%88%86%E5%BA%93%E5%88%86%E8%A1%A8%E4%B8%8B%E7%9A%84%E5%88%86%E9%A1%B5%E6%96%B9%E6%A1%88/" class="post-meta-item leancloud_visitors" data-flag-title="聊聊 Sharding-Jdbc 分库分表下的分页方案" title="阅读次数"><span class="post-meta-item-icon"><i class="far fa-eye"></i> </span><span class="post-meta-item-text">阅读次数：</span> <span class="leancloud-visitors-count"></span> </span><span class="post-meta-item"><span class="post-meta-item-icon"><i class="far fa-comment"></i> </span><span class="post-meta-item-text">Disqus：</span> <a title="disqus" href="/2022/01/09/%E8%81%8A%E8%81%8A-Sharding-Jdbc-%E5%88%86%E5%BA%93%E5%88%86%E8%A1%A8%E4%B8%8B%E7%9A%84%E5%88%86%E9%A1%B5%E6%96%B9%E6%A1%88/#disqus_thread" itemprop="discussionUrl"><span class="post-comments-count disqus-comment-count" data-disqus-identifier="2022/01/09/聊聊-Sharding-Jdbc-分库分表下的分页方案/" itemprop="commentCount"></span></a></span></div></div></header><div class="post-body" itemprop="articleBody"><p>前面在聊 Sharding-Jdbc 的时候看到了一篇文章，关于一个分页的查询，一直比较直接的想法就是分库分表下的分页是非常不合理的，一般我们的实操方案都是分表加上 ES 搜索做分页，或者通过合表读写分离的方案，因为对于 sharding-jdbc 如果没有带分表键，查询基本都是只能在所有分表都执行一遍，然后再加上分页，基本上是分页越大后续的查询越耗资源，但是仔细的去想这个细节还是这次，就简单说说<br>首先就是我的分表结构</p><pre class="line-numbers language-sql" data-language="sql"><code class="language-sql"><span class="token keyword">CREATE</span> <span class="token keyword">TABLE</span> <span class="token identifier"><span class="token punctuation">`</span>student_time_0<span class="token punctuation">`</span></span> <span class="token punctuation">(</span>
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<span class="token identifier"><span class="token punctuation">`</span>id<span class="token punctuation">`</span></span> <span class="token keyword">int</span><span class="token punctuation">(</span><span class="token number">11</span><span class="token punctuation">)</span> <span class="token keyword">unsigned</span> <span class="token operator">NOT</span> <span class="token boolean">NULL</span> <span class="token keyword">AUTO_INCREMENT</span><span class="token punctuation">,</span>
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<span class="token identifier"><span class="token punctuation">`</span>user_id<span class="token punctuation">`</span></span> <span class="token keyword">int</span><span class="token punctuation">(</span><span class="token number">11</span><span class="token punctuation">)</span> <span class="token operator">NOT</span> <span class="token boolean">NULL</span><span class="token punctuation">,</span>
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<span class="token identifier"><span class="token punctuation">`</span>name<span class="token punctuation">`</span></span> <span class="token keyword">varchar</span><span class="token punctuation">(</span><span class="token number">200</span><span class="token punctuation">)</span> <span class="token keyword">COLLATE</span> utf8_bin <span class="token keyword">DEFAULT</span> <span class="token boolean">NULL</span><span class="token punctuation">,</span>
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<span class="token identifier"><span class="token punctuation">`</span>age<span class="token punctuation">`</span></span> <span class="token keyword">tinyint</span><span class="token punctuation">(</span><span class="token number">3</span><span class="token punctuation">)</span> <span class="token keyword">unsigned</span> <span class="token keyword">DEFAULT</span> <span class="token boolean">NULL</span><span class="token punctuation">,</span>
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<span class="token identifier"><span class="token punctuation">`</span>create_time<span class="token punctuation">`</span></span> <span class="token keyword">bigint</span><span class="token punctuation">(</span><span class="token number">20</span><span class="token punctuation">)</span> <span class="token keyword">DEFAULT</span> <span class="token boolean">NULL</span><span class="token punctuation">,</span>
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<span class="token keyword">PRIMARY</span> <span class="token keyword">KEY</span> <span class="token punctuation">(</span><span class="token identifier"><span class="token punctuation">`</span>id<span class="token punctuation">`</span></span><span class="token punctuation">)</span>
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<span class="token punctuation">)</span> <span class="token keyword">ENGINE</span><span class="token operator">=</span><span class="token keyword">InnoDB</span> <span class="token keyword">AUTO_INCREMENT</span><span class="token operator">=</span><span class="token number">674</span> <span class="token keyword">DEFAULT</span> <span class="token keyword">CHARSET</span><span class="token operator">=</span>utf8 <span class="token keyword">COLLATE</span><span class="token operator">=</span>utf8_bin<span class="token punctuation">;</span><span aria-hidden="true" class="line-numbers-rows"><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span></span></code></pre><p>有这样的三个表，<code>student_time_0</code>, <code>student_time_1</code>, <code>student_time_2</code>, 以 user_id 作为分表键，根据表数量取模作为分表依据<br>这里先构造点数据，</p><pre class="line-numbers language-sql" data-language="sql"><code class="language-sql"><span class="token keyword">insert</span> <span class="token keyword">into</span> student_time <span class="token punctuation">(</span><span class="token identifier"><span class="token punctuation">`</span>name<span class="token punctuation">`</span></span><span class="token punctuation">,</span> <span class="token identifier"><span class="token punctuation">`</span>user_id<span class="token punctuation">`</span></span><span class="token punctuation">,</span> <span class="token identifier"><span class="token punctuation">`</span>age<span class="token punctuation">`</span></span><span class="token punctuation">,</span> <span class="token identifier"><span class="token punctuation">`</span>create_time<span class="token punctuation">`</span></span><span class="token punctuation">)</span> <span class="token keyword">values</span> <span class="token punctuation">(</span>?<span class="token punctuation">,</span> ?<span class="token punctuation">,</span> ?<span class="token punctuation">,</span> ?<span class="token punctuation">)</span><span aria-hidden="true" class="line-numbers-rows"><span></span></span></code></pre><p>主要是为了保证 <code>create_time</code> 唯一比较好说明问题，</p><pre class="line-numbers language-java" data-language="java"><code class="language-java"><span class="token keyword">int</span> i <span class="token operator">=</span> <span class="token number">0</span><span class="token punctuation">;</span>
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<span class="token keyword">try</span> <span class="token punctuation">(</span>
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<span class="token class-name">Connection</span> conn <span class="token operator">=</span> dataSource<span class="token punctuation">.</span><span class="token function">getConnection</span><span class="token punctuation">(</span><span class="token punctuation">)</span><span class="token punctuation">;</span>
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<span class="token class-name">PreparedStatement</span> ps <span class="token operator">=</span> conn<span class="token punctuation">.</span><span class="token function">prepareStatement</span><span class="token punctuation">(</span>insertSql<span class="token punctuation">)</span><span class="token punctuation">)</span> <span class="token punctuation">{</span>
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<span class="token keyword">do</span> <span class="token punctuation">{</span>
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ps<span class="token punctuation">.</span><span class="token function">setString</span><span class="token punctuation">(</span><span class="token number">1</span><span class="token punctuation">,</span> localName <span class="token operator">+</span> <span class="token keyword">new</span> <span class="token class-name">Random</span><span class="token punctuation">(</span><span class="token punctuation">)</span><span class="token punctuation">.</span><span class="token function">nextInt</span><span class="token punctuation">(</span><span class="token number">100</span><span class="token punctuation">)</span><span class="token punctuation">)</span><span class="token punctuation">;</span>
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ps<span class="token punctuation">.</span><span class="token function">setLong</span><span class="token punctuation">(</span><span class="token number">2</span><span class="token punctuation">,</span> <span class="token number">10086L</span> <span class="token operator">+</span> <span class="token punctuation">(</span><span class="token keyword">new</span> <span class="token class-name">Random</span><span class="token punctuation">(</span><span class="token punctuation">)</span><span class="token punctuation">.</span><span class="token function">nextInt</span><span class="token punctuation">(</span><span class="token number">100</span><span class="token punctuation">)</span><span class="token punctuation">)</span><span class="token punctuation">)</span><span class="token punctuation">;</span>
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ps<span class="token punctuation">.</span><span class="token function">setInt</span><span class="token punctuation">(</span><span class="token number">3</span><span class="token punctuation">,</span> <span class="token number">18</span><span class="token punctuation">)</span><span class="token punctuation">;</span>
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ps<span class="token punctuation">.</span><span class="token function">setLong</span><span class="token punctuation">(</span><span class="token number">4</span><span class="token punctuation">,</span> <span class="token keyword">new</span> <span class="token class-name">Date</span><span class="token punctuation">(</span><span class="token punctuation">)</span><span class="token punctuation">.</span><span class="token function">getTime</span><span class="token punctuation">(</span><span class="token punctuation">)</span><span class="token punctuation">)</span><span class="token punctuation">;</span>
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<span class="token keyword">int</span> result <span class="token operator">=</span> ps<span class="token punctuation">.</span><span class="token function">executeUpdate</span><span class="token punctuation">(</span><span class="token punctuation">)</span><span class="token punctuation">;</span>
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LOGGER<span class="token punctuation">.</span><span class="token function">info</span><span class="token punctuation">(</span><span class="token string">"current execute result: {}"</span><span class="token punctuation">,</span> result<span class="token punctuation">)</span><span class="token punctuation">;</span>
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<span class="token class-name">Thread</span><span class="token punctuation">.</span><span class="token function">sleep</span><span class="token punctuation">(</span><span class="token keyword">new</span> <span class="token class-name">Random</span><span class="token punctuation">(</span><span class="token punctuation">)</span><span class="token punctuation">.</span><span class="token function">nextInt</span><span class="token punctuation">(</span><span class="token number">100</span><span class="token punctuation">)</span><span class="token punctuation">)</span><span class="token punctuation">;</span>
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i<span class="token operator">++</span><span class="token punctuation">;</span>
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<span class="token punctuation">}</span> <span class="token keyword">while</span> <span class="token punctuation">(</span>i <span class="token operator"><=</span> <span class="token number">2000</span><span class="token punctuation">)</span><span class="token punctuation">;</span><span aria-hidden="true" class="line-numbers-rows"><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span></span></code></pre><p>三个表的数据分别是 673，678，650，说明符合预期了，各个表数据不一样，接下来比如我们想要做一个这样的分页查询</p><pre class="line-numbers language-sql" data-language="sql"><code class="language-sql"><span class="token keyword">select</span> <span class="token operator">*</span> <span class="token keyword">from</span> student_time <span class="token keyword">ORDER</span> <span class="token keyword">BY</span> create_time <span class="token keyword">ASC</span> <span class="token keyword">limit</span> <span class="token number">1000</span><span class="token punctuation">,</span> <span class="token number">5</span><span class="token punctuation">;</span><span aria-hidden="true" class="line-numbers-rows"><span></span></span></code></pre><p><code>student_time</code> 对于我们使用的 <code>sharding-jdbc</code> 来说当然是逻辑表，首先从一无所知去想这个查询如果我们自己来处理应该是怎么做，<br>首先是不是可以每个表都从 333 开始取 5 条数据，类似于下面的查询，然后进行 15 条的合并重排序获取前面的 5 条</p><pre class="line-numbers language-none"><code class="language-none">select * from student_time_0 ORDER BY create_time ASC limit 333, 5;
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select * from student_time_1 ORDER BY create_time ASC limit 333, 5;
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select * from student_time_2 ORDER BY create_time ASC limit 333, 5;<span aria-hidden="true" class="line-numbers-rows"><span></span><span></span><span></span></span></code></pre><p>忽略前面 limit 差的 1，这个结果除非三个表的分布是绝对的均匀，否则结果肯定会出现一定的偏差，以为每个表的 333 这个位置对于其他表来说都不一定是一样的，这样对于最后整体的结果，就会出现偏差<br>因为一直在纠结怎么让这个更直观的表现出来，所以尝试画了个图<br><img data-src="https://img.nicksxs.com/uPic/Gj7TPq.png"><br>黑色的框代表我从每个表里按排序从 334 到 338 的 5 条数据， 他们在每个表里都是代表了各自正确的排序值，但是对于我们想要的其实是合表后的 1001，1005 这五条，然后我们假设总的排序值位于前 1000 的分布是第 0 个表是 320 条，第 1 个表是 340 条，第 2 个表是 340 条，那么可以明显地看出来我这么查的结果简单合并肯定是不对的。<br>那么 sharding-jdbc 是如何保证这个结果的呢，其实就是我在每个表里都查分页偏移量和分页大小那么多的数据，在我这个例子里就是对于 0，1，2 三个分表每个都查 1005 条数据，即使我的数据不平衡到最极端的情况，前 1005 条数据都出在某个分表中，也可以正确获得最后的结果，但是明显的问题就是大分页，数据较多，就会导致非常大的问题，即使如 sharding-jdbc 对于合并排序的优化做得比较好，也还是需要传输那么大量的数据，并且查询也耗时，那么有没有解决方案呢，应该说有两个，或者说主要是想讲后者<br>第一个办法是像这种查询，如果业务上不需要进行跳页，而是只给下一页，那么我们就能把前一次的最大偏移量的 create_time 记录下来，下一页就可以拿着这个偏移量进行查询，这个比较简单易懂，就不多说了<br>第二个办法是看的58 沈剑的一篇文章，尝试理解讲述一下，<br>这个办法的第一步跟前面那个错误的方法或者说不准确的方法一样，先是将分页偏移量平均后在三个表里进行查询</p><pre class="line-numbers language-none"><code class="language-none">t0
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334 10158 nick95 18 1641548941767
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335 10098 nick11 18 1641548941879
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336 10167 nick51 18 1641548942089
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337 10167 nick3 18 1641548942119
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338 10170 nick57 18 1641548942169
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t1
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334 10105 nick98 18 1641548939071 最小
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335 10174 nick94 18 1641548939377
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336 10129 nick85 18 1641548939442
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337 10141 nick84 18 1641548939480
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338 10096 nick74 18 1641548939668
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t2
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334 10184 nick11 18 1641548945075
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335 10109 nick93 18 1641548945382
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336 10181 nick41 18 1641548945583
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337 10130 nick80 18 1641548945993
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338 10184 nick19 18 1641548946294 最大<span aria-hidden="true" class="line-numbers-rows"><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span></span></code></pre><p>然后要做什么呢，其实目标比较明白，因为前面那种方法其实就是我知道了前一页的偏移量，所以可以直接当做条件来进行查询，那这里我也想着拿到这个条件，所以我将第一遍查出来的最小的 create_time 和最大的 create_time 找出来，然后再去三个表里查询，其实主要是最小值，因为我拿着最小值去查以后我就能知道这个最小值在每个表里处在什么位置，</p><pre class="line-numbers language-none"><code class="language-none">t0
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322 10161 nick81 18 1641548939284
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323 10113 nick16 18 1641548939393
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324 10110 nick56 18 1641548939577
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325 10116 nick69 18 1641548939588
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326 10173 nick51 18 1641548939646
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t1
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334 10105 nick98 18 1641548939071
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335 10174 nick94 18 1641548939377
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336 10129 nick85 18 1641548939442
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337 10141 nick84 18 1641548939480
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338 10096 nick74 18 1641548939668
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t2
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297 10136 nick28 18 1641548939161
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298 10142 nick68 18 1641548939177
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299 10124 nick41 18 1641548939237
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300 10148 nick87 18 1641548939510
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301 10169 nick23 18 1641548939715<span aria-hidden="true" class="line-numbers-rows"><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span></span></code></pre><p>我只贴了前五条数据，为了方便知道偏移量，每个分表都使用了自增主键，我们可以看到前一次查询的最小值分别在其他两个表里的位置分别是 322-1 和 297-1，那么对于总体来说这个时间应该是在 <code>322 - 1 + 333 + 297 - 1 = 951</code>，那这样子我只要对后面的数据最多每个表查 <code>1000 - 951 + 5 = 54</code> 条数据再进行合并排序就可以获得最终正确的结果。<br>这个就是传说中的二次查询法。</p></div><footer class="post-footer"><div class="post-eof"></div></footer></article></div><div class="post-block"><article itemscope="" itemtype="http://schema.org/Article" class="post-content"><link itemprop="mainEntityOfPage" href="https://nicksxs.me/2021/12/31/%E8%81%8A%E8%81%8A%E6%9C%80%E8%BF%91%E5%B9%B3%E6%B7%A1%E7%9A%84%E7%94%9F%E6%B4%BB%E4%B9%8B%E3%80%8A%E8%8A%B1%E6%9D%9F%E8%88%AC%E7%9A%84%E6%81%8B%E7%88%B1%E3%80%8B%E8%A7%82%E5%90%8E%E6%84%9F/"><span hidden="" itemprop="author" itemscope="" itemtype="http://schema.org/Person"><meta itemprop="image" content="/uploads/avatar.jpg"><meta itemprop="name" content="Nicksxs"><meta itemprop="description" content="learn from zero,技术博客，Nicksxs，史学森"></span><span hidden="" itemprop="publisher" itemscope="" itemtype="http://schema.org/Organization"><meta itemprop="name" content="Nicksxs's Blog"></span><header class="post-header"><h2 class="post-title" itemprop="name headline"><a href="/2021/12/31/%E8%81%8A%E8%81%8A%E6%9C%80%E8%BF%91%E5%B9%B3%E6%B7%A1%E7%9A%84%E7%94%9F%E6%B4%BB%E4%B9%8B%E3%80%8A%E8%8A%B1%E6%9D%9F%E8%88%AC%E7%9A%84%E6%81%8B%E7%88%B1%E3%80%8B%E8%A7%82%E5%90%8E%E6%84%9F/" class="post-title-link" itemprop="url">聊聊最近平淡的生活之《花束般的恋爱》观后感</a></h2><div class="post-meta-container"><div class="post-meta"><span class="post-meta-item"><span class="post-meta-item-icon"><i class="far fa-calendar"></i> </span><span class="post-meta-item-text">发表于</span> <time title="创建时间：2021-12-31 23:35:11" itemprop="dateCreated datePublished" datetime="2021-12-31T23:35:11+08:00">2021-12-31</time> </span><span class="post-meta-item"><span class="post-meta-item-icon"><i class="far fa-calendar-check"></i> </span><span class="post-meta-item-text">更新于</span> <time title="修改时间：2022-01-03 22:18:51" itemprop="dateModified" datetime="2022-01-03T22:18:51+08:00">2022-01-03</time> </span><span class="post-meta-item"><span class="post-meta-item-icon"><i class="far fa-folder"></i> </span><span class="post-meta-item-text">分类于</span> <span itemprop="about" itemscope="" itemtype="http://schema.org/Thing"><a href="/categories/%E7%94%9F%E6%B4%BB/" itemprop="url" rel="index"><span itemprop="name">生活</span></a> </span></span><span id="/2021/12/31/%E8%81%8A%E8%81%8A%E6%9C%80%E8%BF%91%E5%B9%B3%E6%B7%A1%E7%9A%84%E7%94%9F%E6%B4%BB%E4%B9%8B%E3%80%8A%E8%8A%B1%E6%9D%9F%E8%88%AC%E7%9A%84%E6%81%8B%E7%88%B1%E3%80%8B%E8%A7%82%E5%90%8E%E6%84%9F/" class="post-meta-item leancloud_visitors" data-flag-title="聊聊最近平淡的生活之《花束般的恋爱》观后感" title="阅读次数"><span class="post-meta-item-icon"><i class="far fa-eye"></i> </span><span class="post-meta-item-text">阅读次数：</span> <span class="leancloud-visitors-count"></span> </span><span class="post-meta-item"><span class="post-meta-item-icon"><i class="far fa-comment"></i> </span><span class="post-meta-item-text">Disqus：</span> <a title="disqus" href="/2021/12/31/%E8%81%8A%E8%81%8A%E6%9C%80%E8%BF%91%E5%B9%B3%E6%B7%A1%E7%9A%84%E7%94%9F%E6%B4%BB%E4%B9%8B%E3%80%8A%E8%8A%B1%E6%9D%9F%E8%88%AC%E7%9A%84%E6%81%8B%E7%88%B1%E3%80%8B%E8%A7%82%E5%90%8E%E6%84%9F/#disqus_thread" itemprop="discussionUrl"><span class="post-comments-count disqus-comment-count" data-disqus-identifier="2021/12/31/聊聊最近平淡的生活之《花束般的恋爱》观后感/" itemprop="commentCount"></span></a></span></div></div></header><div class="post-body" itemprop="articleBody"><p>周末在领导的提议下看了豆瓣的年度榜单，本来感觉没啥心情看的，看到主演有有村架纯就觉得可以看一下，颜值即正义嘛，男主小麦跟女主小娟（后面简称小麦跟小娟）是两个在一次非常偶然的没赶上地铁末班车事件中相识，这里得说下日本这种通宵营业的店好像挺不错的，看着也挺正常，国内估计只有酒吧之类的可以。晚上去的地方是有点暗暗的，好像也有点类似酒吧，旁边有类似于 dj 那种，然后同桌的还有除了男女主的另外一对男女，也是因为没赶上地铁末班车的，但也是陌生人，然后小麦突然看到了有个非常有名的电影人，小娟竟然也认识，然后旁边那对完全不认识，还在那吹自己看过很多电影，比如《肖申克的救赎》，于是男女主都特别鄙夷地看着他们，然后他们又去了另一个有点像泡澡的地方席地而坐，他们发现了自己的鞋子都是一样的，然后在女的去上厕所的时候，小麦暗恋的学姐也来了，然后小麦就去跟学姐他们一起坐了，小娟回来后有点不开心就说去朋友家睡，幸好小麦看出来了（他竟然看出来了，本来以为应该是没填过恋爱很木讷的），就追出去，然后就去了小麦家，到了家小娟发现小麦家的书柜上的书简直就跟她自己家的一模一样，小麦还给小娟吹了头发，一起吃烤饭团，看电影，第二天送小娟上了公交，还约好了一起看木乃伊展，然而并没有交换联系方式，但是他们还是约上了一起看了木乃伊展，在餐馆就出现了片头那一幕的来源，因为餐馆他们想一起听歌，就用有线耳机一人一个耳朵听，但是旁边就有个大叔说“你们是不是不爱音乐，左右耳朵是不一样的，只有一起听才是真正的音乐”这样的话，然后的剧情有点跳，因为是指他们一直在这家餐馆吃饭，中间有他们一起出去玩情节穿插着，也是在这他们确立了关系，可以说主体就是体现了他们非常的合拍和默契，就像一些影评说的，这部电影是说如何跟百分百合拍的人分手，然后就是正常的恋爱开始啪啪啪，一直腻在床上，也没去就业说明会，后面也有讲了一点小麦带着小娟去认识他的朋友，也把小娟介绍给了他们认识，这里算是个小伏笔，后面他们分手也有这里的人的一些关系，接下去的剧情说实话我是不太喜欢的，如果一部八分的电影只是说恋爱被现实打败的话，我觉得在我这是不合格的，但是事实也是这样，小麦其实是有家里的资助，所以后面还是按自己的喜好给一些机构画点插画，小娟则要出去工作，因为小娟家庭观念也是要让她出去有正经工作，用脚指头想也能知道肯定不顺利，然后就是暂时在一家蛋糕店工作，小麦就每天去接小娟，日子过得甜甜蜜蜜，后面小娟在自己的努力下考了个什么资格证，去了一家医院还是什么做前台行政，这中间当然就有父母来见面吃饭了，他们在开始恋爱不久就同居合租了，然后小娟父母就是来说要让她有个正经工作，对男的说的话就是人生就是责任这类的话，而小麦爸爸算是个导火索，因为小麦家里是做烟花生意的，他爸让他就做烟花生意，因为要回老家，并且小麦也不想做，所以就拒绝了，然后他爸就说不给他每个月五万的资助，这也导致了小麦需要去找工作，这个过程也是很辛苦，本来想要年前找好工作，然后事与愿违，后面有一次小娟被同事吐槽怎么从来不去团建，于是她就去了（我以为会拒绝），正在团建的时候小麦给她电话，说找到工作了，是一个创业物流公司这种，这里剧情就是我觉得比较俗套的，小麦各种被虐，累成狗，但是就像小娟爸爸说的话，人生就是责任，所以一直在坚持，但是这样也导致了跟小娟的交流也越来越少，他们原来最爱的漫画，爱玩的游戏，也只剩小娟一个人看，一个人玩，而正是这个时候，小娟说她辞掉了工作，去做一个不是太靠谱的漫画改造的密室逃脱，然后这里其实有一点后面争议很大的，就是这个工作其实是前面小麦介绍给小娟的那些朋友中一个的女朋友介绍的，而在有个剧情就是小娟有一次在这个密室逃脱的老板怀里醒过来，是在 KTV 那样的场景里，这就有很多人觉得小娟是不是出轨了，我觉得其实不那么重要，因为这个离职的事情已经让一切矛盾都摆在眼前，小麦其实是接受这种需要承担责任的生活，也想着要跟小娟结婚，但是小娟似乎还是想要过着那样理想的生活，做自己想做的事情，看自己爱看的漫画，也要小麦能像以前那样一直那么默契的有着相同的爱好，这里的触发点其实还有个是那个小麦的朋友（也就是他女朋友介绍小娟那个不靠谱工作的）的葬礼上，小麦在参加完葬礼后有挺多想倾诉的，而小娟只是想睡了，这个让小麦第二天起来都不想理小娟，只是这里我不太理解，难道这点闹情绪都不能接受吗，所谓的合拍也只是毫无限制的情况下的合拍吧，真正的生活怎么可能如此理想呢，即使没有物质生活的压力，也会有其他的各种压力和限制，在这之后其实小麦想说的是小娟是不是没有想跟自己继续在一起的想法了，而小娟觉得都不说话了，还怎么结婚呢，后面其实导演搞了个小 trick，突然放了异常婚礼，但是不是男女主的，我并不觉得这个桥段很好，在婚礼里男女主都觉得自己想要跟对方说分手了，但是当他们去了最开始一直去的餐馆的时候，一个算是一个现实映照的就是他们一直坐的位子被占了，可能也是导演想通过这个来说明他们已经回不去了，在餐馆交谈的时候，小麦其实是说他们结婚吧，并没有想前面婚礼上预设地要分手，但是小娟放弃了，不想结婚，因为不想过那样的生活了，而小麦觉得可能生活就是那样，不可能一直保持刚恋爱时候的那种感觉，生活就是责任，人生就意味着责任。</p><p>我的一些观点也在前面说了，恋爱到婚姻，即使物质没问题，经济没问题，也会有各种各样的问题，需要一起去解决，因为结婚就意味着需要相互扶持，而不是各取所需，可能我的要求比较高，后面男女主在分手后还一起住了一段时间，我原来还在想会不会通过这个方式让他们继续去磨合同步，只是我失望了，最后给个打分可能是 5 到 6 分吧，勉强及格，好的影视剧应该源于生活高于生活，这一部可能还比不上生活。</p></div><footer class="post-footer"><div class="post-eof"></div></footer></article></div><div class="post-block"><article itemscope="" itemtype="http://schema.org/Article" class="post-content"><link itemprop="mainEntityOfPage" href="https://nicksxs.me/2021/12/26/%E8%81%8A%E8%81%8A-Sharding-Jdbc-%E7%9A%84%E7%AE%80%E5%8D%95%E5%8E%9F%E7%90%86%E5%88%9D%E7%AF%87/"><span hidden="" itemprop="author" itemscope="" itemtype="http://schema.org/Person"><meta itemprop="image" content="/uploads/avatar.jpg"><meta itemprop="name" content="Nicksxs"><meta itemprop="description" content="learn from zero,技术博客，Nicksxs，史学森"></span><span hidden="" itemprop="publisher" itemscope="" itemtype="http://schema.org/Organization"><meta itemprop="name" content="Nicksxs's Blog"></span><header class="post-header"><h2 class="post-title" itemprop="name headline"><a href="/2021/12/26/%E8%81%8A%E8%81%8A-Sharding-Jdbc-%E7%9A%84%E7%AE%80%E5%8D%95%E5%8E%9F%E7%90%86%E5%88%9D%E7%AF%87/" class="post-title-link" itemprop="url">聊聊 Sharding-Jdbc 的简单原理初篇</a></h2><div class="post-meta-container"><div class="post-meta"><span class="post-meta-item"><span class="post-meta-item-icon"><i class="far fa-calendar"></i> </span><span class="post-meta-item-text">发表于</span> <time title="创建时间：2021-12-26 16:29:59" itemprop="dateCreated datePublished" datetime="2021-12-26T16:29:59+08:00">2021-12-26</time> </span><span class="post-meta-item"><span class="post-meta-item-icon"><i class="far fa-calendar-check"></i> </span><span class="post-meta-item-text">更新于</span> <time title="修改时间：2022-06-11 22:45:11" itemprop="dateModified" datetime="2022-06-11T22:45:11+08:00">2022-06-11</time> </span><span class="post-meta-item"><span class="post-meta-item-icon"><i class="far fa-folder"></i> </span><span class="post-meta-item-text">分类于</span> <span itemprop="about" itemscope="" itemtype="http://schema.org/Thing"><a href="/categories/Java/" itemprop="url" rel="index"><span itemprop="name">Java</span></a> </span></span><span id="/2021/12/26/%E8%81%8A%E8%81%8A-Sharding-Jdbc-%E7%9A%84%E7%AE%80%E5%8D%95%E5%8E%9F%E7%90%86%E5%88%9D%E7%AF%87/" class="post-meta-item leancloud_visitors" data-flag-title="聊聊 Sharding-Jdbc 的简单原理初篇" title="阅读次数"><span class="post-meta-item-icon"><i class="far fa-eye"></i> </span><span class="post-meta-item-text">阅读次数：</span> <span class="leancloud-visitors-count"></span> </span><span class="post-meta-item"><span class="post-meta-item-icon"><i class="far fa-comment"></i> </span><span class="post-meta-item-text">Disqus：</span> <a title="disqus" href="/2021/12/26/%E8%81%8A%E8%81%8A-Sharding-Jdbc-%E7%9A%84%E7%AE%80%E5%8D%95%E5%8E%9F%E7%90%86%E5%88%9D%E7%AF%87/#disqus_thread" itemprop="discussionUrl"><span class="post-comments-count disqus-comment-count" data-disqus-identifier="2021/12/26/聊聊-Sharding-Jdbc-的简单原理初篇/" itemprop="commentCount"></span></a></span></div></div></header><div class="post-body" itemprop="articleBody"><p>在上一篇 sharding-jdbc 的介绍中其实碰到过一个问题，这里也引出了一个比较有意思的话题<br>就是我在执行 query 的时候犯过一个比较难发现的错误，</p><pre class="line-numbers language-java" data-language="java"><code class="language-java"><span class="token class-name">ResultSet</span> resultSet <span class="token operator">=</span> ps<span class="token punctuation">.</span><span class="token function">executeQuery</span><span class="token punctuation">(</span>sql<span class="token punctuation">)</span><span class="token punctuation">;</span><span aria-hidden="true" class="line-numbers-rows"><span></span></span></code></pre><p>实际上应该是</p><pre class="line-numbers language-java" data-language="java"><code class="language-java"><span class="token class-name">ResultSet</span> resultSet <span class="token operator">=</span> ps<span class="token punctuation">.</span><span class="token function">executeQuery</span><span class="token punctuation">(</span><span class="token punctuation">)</span><span class="token punctuation">;</span><span aria-hidden="true" class="line-numbers-rows"><span></span></span></code></pre><p>而这里的差别就是，是否传 sql 这个参数，首先我们要知道这个 ps 是什么，它也是个接口<code>java.sql.PreparedStatement</code>,而真正的实现类是<code>org.apache.shardingsphere.driver.jdbc.core.statement.ShardingSpherePreparedStatement</code>,我们来看下继承关系<br><img data-src="https://img.nicksxs.com/uPic/LqJznh.png"><br>这里可以看到继承关系里有<code>org.apache.shardingsphere.driver.jdbc.unsupported.AbstractUnsupportedOperationPreparedStatement</code><br>那么在我上面的写错的代码里</p><pre class="line-numbers language-java" data-language="java"><code class="language-java"><span class="token annotation punctuation">@Override</span>
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<span class="token keyword">public</span> <span class="token keyword">final</span> <span class="token class-name">ResultSet</span> <span class="token function">executeQuery</span><span class="token punctuation">(</span><span class="token keyword">final</span> <span class="token class-name">String</span> sql<span class="token punctuation">)</span> <span class="token keyword">throws</span> <span class="token class-name">SQLException</span> <span class="token punctuation">{</span>
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<span class="token keyword">throw</span> <span class="token keyword">new</span> <span class="token class-name">SQLFeatureNotSupportedException</span><span class="token punctuation">(</span><span class="token string">"executeQuery with SQL for PreparedStatement"</span><span class="token punctuation">)</span><span class="token punctuation">;</span>
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<span class="token punctuation">}</span><span aria-hidden="true" class="line-numbers-rows"><span></span><span></span><span></span><span></span></span></code></pre><p>这个报错一开始让我有点懵，后来点进去了发现是这么个异常，但是我其实一开始是用的更新语句，以为更新不支持，因为平时使用没有深究过，以为是不是需要使用 Mybatis 才可以执行更新，但是理论上也不应该，再往上看原来这些异常是由 sharding-jdbc 包装的，也就是在上面说的<code>AbstractUnsupportedOperationPreparedStatement</code>，这其实也是一种设计思想，本身 jdbc 提供了一系列接口，由各家去支持，包括 mysql，sql server，oracle 等，而正因为这个设计，所以 sharding-jdbc 也可以在此基础上进行设计，我们可以总体地看下 sharding-jdbc 的实现基础<br><img data-src="https://img.nicksxs.com/uPic/RWvrK6.png"><br>看了前面<code>ShardingSpherePreparedStatement</code>的继承关系，应该也能猜到这里的几个类都是实现了 jdbc 的基础接口，<br><img data-src="https://img.nicksxs.com/uPic/0QncpD.png"><br>在前一篇的 demo 中的</p><pre class="line-numbers language-java" data-language="java"><code class="language-java"><span class="token class-name">Connection</span> conn <span class="token operator">=</span> dataSource<span class="token punctuation">.</span><span class="token function">getConnection</span><span class="token punctuation">(</span><span class="token punctuation">)</span><span class="token punctuation">;</span><span aria-hidden="true" class="line-numbers-rows"><span></span></span></code></pre><p>其实就获得了<code>org.apache.shardingsphere.driver.jdbc.core.connection.ShardingSphereConnection#ShardingSphereConnection</code><br>然后获得<code>java.sql.PreparedStatement</code></p><pre class="line-numbers language-java" data-language="java"><code class="language-java"><span class="token class-name">PreparedStatement</span> ps <span class="token operator">=</span> conn<span class="token punctuation">.</span><span class="token function">prepareStatement</span><span class="token punctuation">(</span>sql<span class="token punctuation">)</span><span aria-hidden="true" class="line-numbers-rows"><span></span></span></code></pre><p>就是获取了<code>org.apache.shardingsphere.driver.jdbc.core.statement.ShardingSpherePreparedStatement</code><br>然后就是执行</p><pre class="line-numbers language-java" data-language="java"><code class="language-java"><span class="token class-name">ResultSet</span> resultSet <span class="token operator">=</span> ps<span class="token punctuation">.</span><span class="token function">executeQuery</span><span class="token punctuation">(</span><span class="token punctuation">)</span><span class="token punctuation">;</span><span aria-hidden="true" class="line-numbers-rows"><span></span></span></code></pre><p>然后获得结果<br><code>org.apache.shardingsphere.driver.jdbc.core.resultset.ShardingSphereResultSet</code></p><p>其实像 mybatis 也是基于这样去实现的</p></div><footer class="post-footer"><div class="post-eof"></div></footer></article></div><div class="post-block"><article itemscope="" itemtype="http://schema.org/Article" class="post-content"><link itemprop="mainEntityOfPage" href="https://nicksxs.me/2021/12/19/%E8%81%8A%E8%81%8A%E6%9C%80%E8%BF%91%E5%B9%B3%E6%B7%A1%E7%9A%84%E7%94%9F%E6%B4%BB%E4%B9%8B%E7%9C%8B%E3%80%8A%E7%A5%9E%E6%8E%A2%E7%8B%84%E4%BB%81%E6%9D%B0%E3%80%8B/"><span hidden="" itemprop="author" itemscope="" itemtype="http://schema.org/Person"><meta itemprop="image" content="/uploads/avatar.jpg"><meta itemprop="name" content="Nicksxs"><meta itemprop="description" content="learn from zero,技术博客，Nicksxs，史学森"></span><span hidden="" itemprop="publisher" itemscope="" itemtype="http://schema.org/Organization"><meta itemprop="name" content="Nicksxs's Blog"></span><header class="post-header"><h2 class="post-title" itemprop="name headline"><a href="/2021/12/19/%E8%81%8A%E8%81%8A%E6%9C%80%E8%BF%91%E5%B9%B3%E6%B7%A1%E7%9A%84%E7%94%9F%E6%B4%BB%E4%B9%8B%E7%9C%8B%E3%80%8A%E7%A5%9E%E6%8E%A2%E7%8B%84%E4%BB%81%E6%9D%B0%E3%80%8B/" class="post-title-link" itemprop="url">聊聊最近平淡的生活之看《神探狄仁杰》</a></h2><div class="post-meta-container"><div class="post-meta"><span class="post-meta-item"><span class="post-meta-item-icon"><i class="far fa-calendar"></i> </span><span class="post-meta-item-text">发表于</span> <time title="创建时间：2021-12-19 19:18:21" itemprop="dateCreated datePublished" datetime="2021-12-19T19:18:21+08:00">2021-12-19</time> </span><span class="post-meta-item"><span class="post-meta-item-icon"><i class="far fa-folder"></i> </span><span class="post-meta-item-text">分类于</span> <span itemprop="about" itemscope="" itemtype="http://schema.org/Thing"><a href="/categories/%E7%94%9F%E6%B4%BB/" itemprop="url" rel="index"><span itemprop="name">生活</span></a> </span></span><span id="/2021/12/19/%E8%81%8A%E8%81%8A%E6%9C%80%E8%BF%91%E5%B9%B3%E6%B7%A1%E7%9A%84%E7%94%9F%E6%B4%BB%E4%B9%8B%E7%9C%8B%E3%80%8A%E7%A5%9E%E6%8E%A2%E7%8B%84%E4%BB%81%E6%9D%B0%E3%80%8B/" class="post-meta-item leancloud_visitors" data-flag-title="聊聊最近平淡的生活之看《神探狄仁杰》" title="阅读次数"><span class="post-meta-item-icon"><i class="far fa-eye"></i> </span><span class="post-meta-item-text">阅读次数：</span> <span class="leancloud-visitors-count"></span> </span><span class="post-meta-item"><span class="post-meta-item-icon"><i class="far fa-comment"></i> </span><span class="post-meta-item-text">Disqus：</span> <a title="disqus" href="/2021/12/19/%E8%81%8A%E8%81%8A%E6%9C%80%E8%BF%91%E5%B9%B3%E6%B7%A1%E7%9A%84%E7%94%9F%E6%B4%BB%E4%B9%8B%E7%9C%8B%E3%80%8A%E7%A5%9E%E6%8E%A2%E7%8B%84%E4%BB%81%E6%9D%B0%E3%80%8B/#disqus_thread" itemprop="discussionUrl"><span class="post-comments-count disqus-comment-count" data-disqus-identifier="2021/12/19/聊聊最近平淡的生活之看《神探狄仁杰》/" itemprop="commentCount"></span></a></span></div></div></header><div class="post-body" itemprop="articleBody"><p>其实最近看的不止这一部，前面看了《继承者们》，《少年包青天》这些，就一起聊下，其中看《继承者们》算是个人比较喜欢，以前就有这种看剧的习惯，这个跟《一生一世》里任嘉伦说自己看《寻秦记》看了几十遍一样，我看喜欢的剧也基本上会看不止五遍，继承者们是有帅哥美女看，而且印象中剧情也挺甜的，一般情况下最好是已经有点遗忘剧情了，因为我个人觉得看剧分两种，无聊了又心情不太好，可以看些这类轻松又看过的剧，可以不完全专心地看剧，另外有心情专心看的时候，可以看一些需要思考，一些探案类的或者烧脑类。<br>最近看了《神探狄仁杰》，因为跟前面看的《少年包青天》都是这类古装探案剧，正好有些感想，《少年包青天》算是儿时阴影，本来是不太会去看的，正好有一次有机会跟 LD 一起看了会就也觉得比较有意思就看了下去，不得不说，以前的这些剧还是很不错的，包括剧情和演员，第一部一共是 40 集，看的过程中也发现了大概是五个案子，平均八集一个案子，整体节奏还是比较慢的，但是基本每个案子其实都是构思得很巧妙，很久以前看过但是现在基本不太记得剧情了，每个案子在前面几集的时候基本都猜不到犯案逻辑，但是在看了狄仁杰之后，发现两部剧也有比较大的差别，少年包青天相对来说逻辑性会更强一些，个人主观觉得推理的严谨性更高，可能剧本打磨上更将就一下，而狄仁杰因为要提现他的个人强项，不比少年包青天中有公孙策一时瑜亮的情节，狄仁杰中分工明确，李元芳是个武力担当，曾泰是捧哏的，相对来说是狄仁杰在案子里从始至终地推进案情，有些甚至有些玄乎，会有一些跳脱跟不合理，有些像是狄仁杰的奇遇，不过这些想法是私人的观点，并不是想要评孰优孰劣；第二个感受是不知道是不是年代关系，特别是少年包青天，每个案件的大 boss 基本都不是个完全的坏人，甚至都是比较情有可原的可怜人，因为一些特殊原因，而好几个都是包拯身边的人，这一点其实跟狄仁杰里第一个使团惊魂案件比较类似，虎敬晖也是个人物形象比较丰满的角色，不是个标签化的淡薄形象，跟金木兰的感情和反叛行动在最后都说明的缘由，而且也有随着跟狄仁杰一起办案被其影响感化，最终为了救狄仁杰而被金木兰所杀，只是这样金木兰这个角色就会有些偏执和符号化，当然剧本肯定不是能面面俱到，这样的剧本已经比现在很多流量剧的好很多了。还想到了前阵子看的《指环王》中的白袍萨鲁曼在剧中也是个比较单薄的角色，这样的电影彪炳影史也没办法把个个人物都设计得完整有血有肉，或者说这本来也是应该有侧重点，当然其实我也不觉得指环王就是绝对的最好的，因为相对来说故事情节的复杂性等真的不如西游记，只是在 86 版之后的各种乱七八糟的翻牌和乱拍已经让这个真正的王者神话故事有点力不从心，这里边有部西游记后传是个人还比较喜欢的，虽然武打动作比较鬼畜，但是剧情基本是无敌的，在西游的架构上衍生出来这么完整丰富的故事，人物角色也都有各自的出彩点。<br>说回狄仁杰，在这之前也看过徐克拍的几部狄仁杰的电影版，第一部刘德华拍得相对完成度更高，故事性也可圈可点，后面几部就是剧情拉胯，靠特效拉回来一点分，虽说这个也是所谓的狄仁杰宇宙的构思在里面但是现在来看基本是跟西游那些差不多，完全没有整体性可言，打一枪换一个地方，演员也没有延续性，剧情也是前后跳脱，没什么关联跟承上启下，导致质量层次不一，更不用谈什么狄仁杰宇宙了，不过这个事情也是难说，原因很多，现在资本都是更加趋利的，一些需要更长久时间才能有回报的投资是很难获得资本青睐，所以只能将重心投给选择一些流量明星，而本来应该将资源投给剧本打磨的基本就没了，再深入说也没意义了，社会现状就是这样。<br>还有一点感想是，以前的剧里的拍摄环境还是比较惨的，看着一些房子，甚至皇宫都是比较破旧的，地面还是石板这种，想想以前的演员的环境再想想现在的，比如成龙说的，以前他拍剧就是啪摔了，问这条有没有过，过了就直接送医院，而不是现在可能手蹭破点皮就大叫，甚至还有饭圈这些破事。</p></div><footer class="post-footer"><div class="post-eof"></div></footer></article></div><div class="post-block"><article itemscope="" itemtype="http://schema.org/Article" class="post-content"><link itemprop="mainEntityOfPage" href="https://nicksxs.me/2021/12/12/%E8%81%8A%E8%81%8A-Sharding-Jdbc-%E7%9A%84%E7%AE%80%E5%8D%95%E4%BD%BF%E7%94%A8/"><span hidden="" itemprop="author" itemscope="" itemtype="http://schema.org/Person"><meta itemprop="image" content="/uploads/avatar.jpg"><meta itemprop="name" content="Nicksxs"><meta itemprop="description" content="learn from zero,技术博客，Nicksxs，史学森"></span><span hidden="" itemprop="publisher" itemscope="" itemtype="http://schema.org/Organization"><meta itemprop="name" content="Nicksxs's Blog"></span><header class="post-header"><h2 class="post-title" itemprop="name headline"><a href="/2021/12/12/%E8%81%8A%E8%81%8A-Sharding-Jdbc-%E7%9A%84%E7%AE%80%E5%8D%95%E4%BD%BF%E7%94%A8/" class="post-title-link" itemprop="url">聊聊 Sharding-Jdbc 的简单使用</a></h2><div class="post-meta-container"><div class="post-meta"><span class="post-meta-item"><span class="post-meta-item-icon"><i class="far fa-calendar"></i> </span><span class="post-meta-item-text">发表于</span> <time title="创建时间：2021-12-12 19:58:03" itemprop="dateCreated datePublished" datetime="2021-12-12T19:58:03+08:00">2021-12-12</time> </span><span class="post-meta-item"><span class="post-meta-item-icon"><i class="far fa-calendar-check"></i> </span><span class="post-meta-item-text">更新于</span> <time title="修改时间：2022-06-11 22:45:11" itemprop="dateModified" datetime="2022-06-11T22:45:11+08:00">2022-06-11</time> </span><span class="post-meta-item"><span class="post-meta-item-icon"><i class="far fa-folder"></i> </span><span class="post-meta-item-text">分类于</span> <span itemprop="about" itemscope="" itemtype="http://schema.org/Thing"><a href="/categories/Java/" itemprop="url" rel="index"><span itemprop="name">Java</span></a> </span></span><span id="/2021/12/12/%E8%81%8A%E8%81%8A-Sharding-Jdbc-%E7%9A%84%E7%AE%80%E5%8D%95%E4%BD%BF%E7%94%A8/" class="post-meta-item leancloud_visitors" data-flag-title="聊聊 Sharding-Jdbc 的简单使用" title="阅读次数"><span class="post-meta-item-icon"><i class="far fa-eye"></i> </span><span class="post-meta-item-text">阅读次数：</span> <span class="leancloud-visitors-count"></span> </span><span class="post-meta-item"><span class="post-meta-item-icon"><i class="far fa-comment"></i> </span><span class="post-meta-item-text">Disqus：</span> <a title="disqus" href="/2021/12/12/%E8%81%8A%E8%81%8A-Sharding-Jdbc-%E7%9A%84%E7%AE%80%E5%8D%95%E4%BD%BF%E7%94%A8/#disqus_thread" itemprop="discussionUrl"><span class="post-comments-count disqus-comment-count" data-disqus-identifier="2021/12/12/聊聊-Sharding-Jdbc-的简单使用/" itemprop="commentCount"></span></a></span></div></div></header><div class="post-body" itemprop="articleBody"><p>我们在日常工作中还是使用比较多的分库分表组件的，其中比较优秀的就有 Sharding-Jdbc，一开始由当当开源，后来捐献给了 Apache，说一下简单使用，因为原来经常的使用都是基于 xml 跟 properties 组合起来使用，这里主要试下用 Java Config 来配置<br>首先是通过 Spring Initializr 创建个带 jdbc 的 Spring Boot 项目，然后引入主要的依赖</p><pre class="line-numbers language-markup" data-language="markup"><code class="language-markup"><span class="token tag"><span class="token tag"><span class="token punctuation"><</span>dependency</span><span class="token punctuation">></span></span>
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<span class="token tag"><span class="token tag"><span class="token punctuation"><</span>groupId</span><span class="token punctuation">></span></span>org.apache.shardingsphere<span class="token tag"><span class="token tag"><span class="token punctuation"></</span>groupId</span><span class="token punctuation">></span></span>
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<span class="token tag"><span class="token tag"><span class="token punctuation"><</span>artifactId</span><span class="token punctuation">></span></span>shardingsphere-jdbc-core<span class="token tag"><span class="token tag"><span class="token punctuation"></</span>artifactId</span><span class="token punctuation">></span></span>
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<span class="token tag"><span class="token tag"><span class="token punctuation"><</span>version</span><span class="token punctuation">></span></span>5.0.0-beta<span class="token tag"><span class="token tag"><span class="token punctuation"></</span>version</span><span class="token punctuation">></span></span>
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<span class="token tag"><span class="token tag"><span class="token punctuation"></</span>dependency</span><span class="token punctuation">></span></span><span aria-hidden="true" class="line-numbers-rows"><span></span><span></span><span></span><span></span><span></span></span></code></pre><p>因为前面有聊过 Spring Boot 的自动加载，在这里 spring 就会自己去找 DataSource 的配置，所以要在入口把它干掉</p><pre class="line-numbers language-java" data-language="java"><code class="language-java"><span class="token annotation punctuation">@SpringBootApplication</span><span class="token punctuation">(</span>exclude <span class="token operator">=</span> <span class="token punctuation">{</span> <span class="token class-name">DataSourceAutoConfiguration</span><span class="token punctuation">.</span><span class="token keyword">class</span><span class="token punctuation">}</span><span class="token punctuation">)</span>
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<span class="token keyword">public</span> <span class="token keyword">class</span> <span class="token class-name">ShardingJdbcDemoApplication</span> <span class="token keyword">implements</span> <span class="token class-name">CommandLineRunner</span> <span class="token punctuation">{</span><span aria-hidden="true" class="line-numbers-rows"><span></span><span></span></span></code></pre><p>然后因为想在入口跑代码，就实现了下 <code>org.springframework.boot.CommandLineRunner</code> 主要是后面的 Java Config 代码</p><pre class="line-numbers language-java" data-language="java"><code class="language-java">
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<span class="token comment">// 注意这里的注解，可以让 Spring 自动帮忙加载，也就是 Java Config 的核心</span>
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<span class="token annotation punctuation">@Configuration</span>
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<span class="token keyword">public</span> <span class="token keyword">class</span> <span class="token class-name">MysqlConfig</span> <span class="token punctuation">{</span>
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<span class="token annotation punctuation">@Bean</span>
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<span class="token keyword">public</span> <span class="token class-name">DataSource</span> <span class="token function">dataSource</span><span class="token punctuation">(</span><span class="token punctuation">)</span> <span class="token keyword">throws</span> <span class="token class-name">SQLException</span> <span class="token punctuation">{</span>
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<span class="token comment">// Configure actual data sources</span>
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<span class="token class-name">Map</span><span class="token generics"><span class="token punctuation"><</span><span class="token class-name">String</span><span class="token punctuation">,</span> <span class="token class-name">DataSource</span><span class="token punctuation">></span></span> dataSourceMap <span class="token operator">=</span> <span class="token keyword">new</span> <span class="token class-name">HashMap</span><span class="token generics"><span class="token punctuation"><</span><span class="token punctuation">></span></span><span class="token punctuation">(</span><span class="token punctuation">)</span><span class="token punctuation">;</span>
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<span class="token comment">// Configure the first data source</span>
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<span class="token comment">// 使用了默认的Hikari连接池的 DataSource</span>
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<span class="token class-name">HikariDataSource</span> dataSource1 <span class="token operator">=</span> <span class="token keyword">new</span> <span class="token class-name">HikariDataSource</span><span class="token punctuation">(</span><span class="token punctuation">)</span><span class="token punctuation">;</span>
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dataSource1<span class="token punctuation">.</span><span class="token function">setDriverClassName</span><span class="token punctuation">(</span><span class="token string">"com.mysql.jdbc.Driver"</span><span class="token punctuation">)</span><span class="token punctuation">;</span>
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dataSource1<span class="token punctuation">.</span><span class="token function">setJdbcUrl</span><span class="token punctuation">(</span><span class="token string">"jdbc:mysql://localhost:3306/sharding"</span><span class="token punctuation">)</span><span class="token punctuation">;</span>
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dataSource1<span class="token punctuation">.</span><span class="token function">setUsername</span><span class="token punctuation">(</span><span class="token string">"username"</span><span class="token punctuation">)</span><span class="token punctuation">;</span>
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dataSource1<span class="token punctuation">.</span><span class="token function">setPassword</span><span class="token punctuation">(</span><span class="token string">"password"</span><span class="token punctuation">)</span><span class="token punctuation">;</span>
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dataSourceMap<span class="token punctuation">.</span><span class="token function">put</span><span class="token punctuation">(</span><span class="token string">"ds0"</span><span class="token punctuation">,</span> dataSource1<span class="token punctuation">)</span><span class="token punctuation">;</span>
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<span class="token comment">// Configure student table rule</span>
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<span class="token comment">// 这里是配置分表逻辑，逻辑表是 student，对应真实的表是 student_0 到 student_1, 这个配置方式就是有多少表可以用 student_$->{0..n}</span>
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<span class="token class-name">ShardingTableRuleConfiguration</span> studentTableRuleConfig <span class="token operator">=</span> <span class="token keyword">new</span> <span class="token class-name">ShardingTableRuleConfiguration</span><span class="token punctuation">(</span><span class="token string">"student"</span><span class="token punctuation">,</span> <span class="token string">"ds0.student_$->{0..1}"</span><span class="token punctuation">)</span><span class="token punctuation">;</span>
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<span class="token comment">// 设置分表字段</span>
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studentTableRuleConfig<span class="token punctuation">.</span><span class="token function">setTableShardingStrategy</span><span class="token punctuation">(</span><span class="token keyword">new</span> <span class="token class-name">StandardShardingStrategyConfiguration</span><span class="token punctuation">(</span><span class="token string">"user_id"</span><span class="token punctuation">,</span> <span class="token string">"tableShardingAlgorithm"</span><span class="token punctuation">)</span><span class="token punctuation">)</span><span class="token punctuation">;</span>
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<span class="token comment">// Configure sharding rule</span>
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<span class="token comment">// 配置 studentTableRuleConfig</span>
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<span class="token class-name">ShardingRuleConfiguration</span> shardingRuleConfig <span class="token operator">=</span> <span class="token keyword">new</span> <span class="token class-name">ShardingRuleConfiguration</span><span class="token punctuation">(</span><span class="token punctuation">)</span><span class="token punctuation">;</span>
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shardingRuleConfig<span class="token punctuation">.</span><span class="token function">getTables</span><span class="token punctuation">(</span><span class="token punctuation">)</span><span class="token punctuation">.</span><span class="token function">add</span><span class="token punctuation">(</span>studentTableRuleConfig<span class="token punctuation">)</span><span class="token punctuation">;</span>
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<span class="token comment">// Configure table sharding algorithm</span>
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<span class="token class-name">Properties</span> tableShardingAlgorithmrProps <span class="token operator">=</span> <span class="token keyword">new</span> <span class="token class-name">Properties</span><span class="token punctuation">(</span><span class="token punctuation">)</span><span class="token punctuation">;</span>
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<span class="token comment">// 算法表达式就是根据 user_id 对 2 进行取模</span>
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tableShardingAlgorithmrProps<span class="token punctuation">.</span><span class="token function">setProperty</span><span class="token punctuation">(</span><span class="token string">"algorithm-expression"</span><span class="token punctuation">,</span> <span class="token string">"student_${user_id % 2}"</span><span class="token punctuation">)</span><span class="token punctuation">;</span>
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shardingRuleConfig<span class="token punctuation">.</span><span class="token function">getShardingAlgorithms</span><span class="token punctuation">(</span><span class="token punctuation">)</span><span class="token punctuation">.</span><span class="token function">put</span><span class="token punctuation">(</span><span class="token string">"tableShardingAlgorithm"</span><span class="token punctuation">,</span> <span class="token keyword">new</span> <span class="token class-name">ShardingSphereAlgorithmConfiguration</span><span class="token punctuation">(</span><span class="token string">"INLINE"</span><span class="token punctuation">,</span> tableShardingAlgorithmrProps<span class="token punctuation">)</span><span class="token punctuation">)</span><span class="token punctuation">;</span>
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<span class="token comment">// 然后创建这个 DataSource</span>
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<span class="token keyword">return</span> <span class="token class-name">ShardingSphereDataSourceFactory</span><span class="token punctuation">.</span><span class="token function">createDataSource</span><span class="token punctuation">(</span>dataSourceMap<span class="token punctuation">,</span> <span class="token class-name">Collections</span><span class="token punctuation">.</span><span class="token function">singleton</span><span class="token punctuation">(</span>shardingRuleConfig<span class="token punctuation">)</span><span class="token punctuation">,</span> <span class="token keyword">new</span> <span class="token class-name">Properties</span><span class="token punctuation">(</span><span class="token punctuation">)</span><span class="token punctuation">)</span><span class="token punctuation">;</span>
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<span class="token punctuation">}</span>
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<span class="token punctuation">}</span><span aria-hidden="true" class="line-numbers-rows"><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span></span></code></pre><p>然后我们就可以在使用这个 DataSource 了，先看下这两个表的数据<br><img data-src="https://img.nicksxs.com/uPic/LAcX4H.png"><br><img data-src="https://img.nicksxs.com/uPic/HB4wb1.png"></p><pre class="line-numbers language-java" data-language="java"><code class="language-java"><span class="token annotation punctuation">@Override</span>
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<span class="token keyword">public</span> <span class="token keyword">void</span> <span class="token function">run</span><span class="token punctuation">(</span><span class="token class-name">String</span><span class="token punctuation">.</span><span class="token punctuation">.</span><span class="token punctuation">.</span> args<span class="token punctuation">)</span> <span class="token punctuation">{</span>
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LOGGER<span class="token punctuation">.</span><span class="token function">info</span><span class="token punctuation">(</span><span class="token string">"run here"</span><span class="token punctuation">)</span><span class="token punctuation">;</span>
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<span class="token class-name">String</span> sql <span class="token operator">=</span> <span class="token string">"SELECT * FROM student WHERE user_id=? "</span><span class="token punctuation">;</span>
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<span class="token keyword">try</span> <span class="token punctuation">(</span>
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<span class="token class-name">Connection</span> conn <span class="token operator">=</span> dataSource<span class="token punctuation">.</span><span class="token function">getConnection</span><span class="token punctuation">(</span><span class="token punctuation">)</span><span class="token punctuation">;</span>
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<span class="token class-name">PreparedStatement</span> ps <span class="token operator">=</span> conn<span class="token punctuation">.</span><span class="token function">prepareStatement</span><span class="token punctuation">(</span>sql<span class="token punctuation">)</span><span class="token punctuation">)</span> <span class="token punctuation">{</span>
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<span class="token comment">// 参数就是 user_id，然后也是分表键，对 2 取模就是 1，应该是去 student_1 取数据</span>
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ps<span class="token punctuation">.</span><span class="token function">setInt</span><span class="token punctuation">(</span><span class="token number">1</span><span class="token punctuation">,</span> <span class="token number">1001</span><span class="token punctuation">)</span><span class="token punctuation">;</span>
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<span class="token class-name">ResultSet</span> resultSet <span class="token operator">=</span> ps<span class="token punctuation">.</span><span class="token function">executeQuery</span><span class="token punctuation">(</span><span class="token punctuation">)</span><span class="token punctuation">;</span>
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<span class="token keyword">while</span> <span class="token punctuation">(</span>resultSet<span class="token punctuation">.</span><span class="token function">next</span><span class="token punctuation">(</span><span class="token punctuation">)</span><span class="token punctuation">)</span> <span class="token punctuation">{</span>
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<span class="token keyword">final</span> <span class="token keyword">int</span> id <span class="token operator">=</span> resultSet<span class="token punctuation">.</span><span class="token function">getInt</span><span class="token punctuation">(</span><span class="token string">"id"</span><span class="token punctuation">)</span><span class="token punctuation">;</span>
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<span class="token keyword">final</span> <span class="token class-name">String</span> name <span class="token operator">=</span> resultSet<span class="token punctuation">.</span><span class="token function">getString</span><span class="token punctuation">(</span><span class="token string">"name"</span><span class="token punctuation">)</span><span class="token punctuation">;</span>
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<span class="token keyword">final</span> <span class="token keyword">int</span> userId <span class="token operator">=</span> resultSet<span class="token punctuation">.</span><span class="token function">getInt</span><span class="token punctuation">(</span><span class="token string">"user_id"</span><span class="token punctuation">)</span><span class="token punctuation">;</span>
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<span class="token keyword">final</span> <span class="token keyword">int</span> age <span class="token operator">=</span> resultSet<span class="token punctuation">.</span><span class="token function">getInt</span><span class="token punctuation">(</span><span class="token string">"age"</span><span class="token punctuation">)</span><span class="token punctuation">;</span>
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<span class="token class-name">System</span><span class="token punctuation">.</span>out<span class="token punctuation">.</span><span class="token function">println</span><span class="token punctuation">(</span><span class="token string">"奇数表 id："</span> <span class="token operator">+</span> id <span class="token operator">+</span> <span class="token string">" 姓名："</span> <span class="token operator">+</span> name
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<span class="token operator">+</span> <span class="token string">" 用户 id："</span> <span class="token operator">+</span> userId <span class="token operator">+</span> <span class="token string">" 年龄："</span> <span class="token operator">+</span> age <span class="token punctuation">)</span><span class="token punctuation">;</span>
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<span class="token class-name">System</span><span class="token punctuation">.</span>out<span class="token punctuation">.</span><span class="token function">println</span><span class="token punctuation">(</span><span class="token string">"============================="</span><span class="token punctuation">)</span><span class="token punctuation">;</span>
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<span class="token punctuation">}</span>
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<span class="token comment">// 参数就是 user_id，然后也是分表键，对 2 取模就是 0，应该是去 student_0 取数据</span>
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ps<span class="token punctuation">.</span><span class="token function">setInt</span><span class="token punctuation">(</span><span class="token number">1</span><span class="token punctuation">,</span> <span class="token number">1000</span><span class="token punctuation">)</span><span class="token punctuation">;</span>
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resultSet <span class="token operator">=</span> ps<span class="token punctuation">.</span><span class="token function">executeQuery</span><span class="token punctuation">(</span><span class="token punctuation">)</span><span class="token punctuation">;</span>
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<span class="token keyword">while</span> <span class="token punctuation">(</span>resultSet<span class="token punctuation">.</span><span class="token function">next</span><span class="token punctuation">(</span><span class="token punctuation">)</span><span class="token punctuation">)</span> <span class="token punctuation">{</span>
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<span class="token keyword">final</span> <span class="token keyword">int</span> id <span class="token operator">=</span> resultSet<span class="token punctuation">.</span><span class="token function">getInt</span><span class="token punctuation">(</span><span class="token string">"id"</span><span class="token punctuation">)</span><span class="token punctuation">;</span>
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<span class="token keyword">final</span> <span class="token class-name">String</span> name <span class="token operator">=</span> resultSet<span class="token punctuation">.</span><span class="token function">getString</span><span class="token punctuation">(</span><span class="token string">"name"</span><span class="token punctuation">)</span><span class="token punctuation">;</span>
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<span class="token keyword">final</span> <span class="token keyword">int</span> userId <span class="token operator">=</span> resultSet<span class="token punctuation">.</span><span class="token function">getInt</span><span class="token punctuation">(</span><span class="token string">"user_id"</span><span class="token punctuation">)</span><span class="token punctuation">;</span>
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<span class="token keyword">final</span> <span class="token keyword">int</span> age <span class="token operator">=</span> resultSet<span class="token punctuation">.</span><span class="token function">getInt</span><span class="token punctuation">(</span><span class="token string">"age"</span><span class="token punctuation">)</span><span class="token punctuation">;</span>
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<span class="token class-name">System</span><span class="token punctuation">.</span>out<span class="token punctuation">.</span><span class="token function">println</span><span class="token punctuation">(</span><span class="token string">"偶数表 id："</span> <span class="token operator">+</span> id <span class="token operator">+</span> <span class="token string">" 姓名："</span> <span class="token operator">+</span> name
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<span class="token operator">+</span> <span class="token string">" 用户 id："</span> <span class="token operator">+</span> userId <span class="token operator">+</span> <span class="token string">" 年龄："</span> <span class="token operator">+</span> age <span class="token punctuation">)</span><span class="token punctuation">;</span>
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<span class="token class-name">System</span><span class="token punctuation">.</span>out<span class="token punctuation">.</span><span class="token function">println</span><span class="token punctuation">(</span><span class="token string">"============================="</span><span class="token punctuation">)</span><span class="token punctuation">;</span>
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<span class="token punctuation">}</span>
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<span class="token punctuation">}</span> <span class="token keyword">catch</span> <span class="token punctuation">(</span><span class="token class-name">SQLException</span> e<span class="token punctuation">)</span> <span class="token punctuation">{</span>
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e<span class="token punctuation">.</span><span class="token function">printStackTrace</span><span class="token punctuation">(</span><span class="token punctuation">)</span><span class="token punctuation">;</span>
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<span class="token punctuation">}</span>
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<span class="token punctuation">}</span><span aria-hidden="true" class="line-numbers-rows"><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span><span></span></span></code></pre><p>看下查询结果<br><img data-src="https://img.nicksxs.com/uPic/hudOBb.png"></p></div><footer class="post-footer"><div class="post-eof"></div></footer></article></div><nav class="pagination"><a class="extend prev" rel="prev" href="/page/5/"><i class="fa fa-angle-left" aria-label="上一页"></i></a><a class="page-number" href="/">1</a><span class="space">…</span><a class="page-number" href="/page/5/">5</a><span class="page-number current">6</span><a class="page-number" href="/page/7/">7</a><span class="space">…</span><a class="page-number" href="/page/33/">33</a><a class="extend next" rel="next" href="/page/7/"><i class="fa fa-angle-right" aria-label="下一页"></i></a></nav></div></main><footer class="footer"><div class="footer-inner"><div class="copyright">© <span itemprop="copyrightYear">2022</span> <span class="with-love"><i class="fa fa-heart"></i> </span><span class="author" itemprop="copyrightHolder">Nicksxs</span></div><div class="busuanzi-count"><span class="post-meta-item" id="busuanzi_container_site_uv"><span class="post-meta-item-icon"><i class="fa fa-user"></i> </span><span class="site-uv" title="总访客量"><span id="busuanzi_value_site_uv"></span> </span></span><span class="post-meta-item" id="busuanzi_container_site_pv"><span class="post-meta-item-icon"><i class="fa fa-eye"></i> </span><span class="site-pv" title="总访问量"><span id="busuanzi_value_site_pv"></span></span></span></div></div></footer><script src="https://cdn.jsdelivr.net/npm/animejs@3.2.1/lib/anime.min.js" integrity="sha256-XL2inqUJaslATFnHdJOi9GfQ60on8Wx1C2H8DYiN1xY=" crossorigin="anonymous"></script><script src="https://cdn.jsdelivr.net/npm/jquery@3.6.0/dist/jquery.min.js" integrity="sha256-/xUj+3OJU5yExlq6GSYGSHk7tPXikynS7ogEvDej/m4=" crossorigin="anonymous"></script><script src="https://cdn.jsdelivr.net/npm/@fancyapps/fancybox@3.5.7/dist/jquery.fancybox.min.js" integrity="sha256-yt2kYMy0w8AbtF89WXb2P1rfjcP/HTHLT7097U8Y5b8=" crossorigin="anonymous"></script><script src="https://cdn.jsdelivr.net/npm/lozad@1.16.0/dist/lozad.min.js" integrity="sha256-mOFREFhqmHeQbXpK2lp4nA3qooVgACfh88fpJftLBbc=" crossorigin="anonymous"></script><script src="https://cdn.jsdelivr.net/npm/hexo-theme-next@8.10.0/source/js/comments.min.js"></script><script src="https://cdn.jsdelivr.net/npm/hexo-theme-next@8.10.0/source/js/utils.min.js"></script><script src="https://cdn.jsdelivr.net/npm/hexo-theme-next@8.10.0/source/js/next-boot.min.js"></script><script src="https://cdn.jsdelivr.net/npm/hexo-generator-searchdb@1.4.0/dist/search.js" integrity="sha256-vXZMYLEqsROAXkEw93GGIvaB2ab+QW6w3+1ahD9nXXA=" crossorigin="anonymous"></script><script src="https://cdn.jsdelivr.net/npm/hexo-theme-next@8.10.0/source/js/third-party/search/local-search.min.js"></script><script src="https://cdn.jsdelivr.net/npm/hexo-theme-next@8.10.0/source/js/third-party/fancybox.min.js"></script><script async="" src="https://busuanzi.ibruce.info/busuanzi/2.3/busuanzi.pure.mini.js"></script><script src="https://cdn.jsdelivr.net/npm/hexo-theme-next@8.10.0/source/js/third-party/statistics/lean-analytics.min.js"></script><script src="https://cdn.jsdelivr.net/npm/quicklink@2.2.0/dist/quicklink.umd.js" integrity="sha256-4kQf9z5ntdQrzsBC3YSHnEz02Z9C1UeW/E9OgnvlzSY=" crossorigin="anonymous"></script><script src="https://cdn.jsdelivr.net/npm/hexo-theme-next@8.10.0/source/js/third-party/quicklink.min.js"></script><script src="https://cdn.jsdelivr.net/npm/hexo-theme-next@8.10.0/source/js/third-party/comments/disqus.min.js"></script><script src="/bundle.js"></script><script>{"enable":true,"app_id":"ysza182Vghlqjdt7QiwGLLJy-gzGzoHsz","app_key":"s9GDqbn7gnGGkusf66YRVccw","server_url":"https://leancloud.cn","security":true};
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