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data-for="Personal/Journal/2022/W42/2022-10-19">2022-10-19</a></li><li><a href="../../../Personal/Journal/2022/W42/2022-10-21" data-for="Personal/Journal/2022/W42/2022-10-21">2022-10-21</a></li><li><a href="../../../Personal/Journal/2022/W42/2022-W42" data-for="Personal/Journal/2022/W42/2022-W42">2022-W42</a></li></ul></div></li><li><div class="folder-container"><svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" viewBox="5 8 14 8" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="folder-icon"><polyline points="6 9 12 15 18 9"></polyline></svg><div data-folderpath="Personal/Journal/2022/W43"><button class="folder-button"><span class="folder-title">W43</span></button></div></div><div class="folder-outer "><ul style="padding-left:1.4rem;" class="content" data-folderul="Personal/Journal/2022/W43"><li><a href="../../../Personal/Journal/2022/W43/2022-10-24" data-for="Personal/Journal/2022/W43/2022-10-24">2022-10-24</a></li><li><a href="../../../Personal/Journal/2022/W43/2022-10-26" data-for="Personal/Journal/2022/W43/2022-10-26">2022-10-26</a></li><li><a href="../../../Personal/Journal/2022/W43/2022-W43" data-for="Personal/Journal/2022/W43/2022-W43">2022-W43</a></li></ul></div></li><li><div class="folder-container"><svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" viewBox="5 8 14 8" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="folder-icon"><polyline points="6 9 12 15 18 9"></polyline></svg><div data-folderpath="Personal/Journal/2022/W44"><button class="folder-button"><span class="folder-title">W44</span></button></div></div><div class="folder-outer "><ul style="padding-left:1.4rem;" class="content" data-folderul="Personal/Journal/2022/W44"><li><a href="../../../Personal/Journal/2022/W44/2022-11-02" 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data-for="Personal/Journal/2022/W45/2022-11-11">2022-11-11</a></li><li><a href="../../../Personal/Journal/2022/W45/2022-11-12" data-for="Personal/Journal/2022/W45/2022-11-12">2022-11-12</a></li><li><a href="../../../Personal/Journal/2022/W45/2022-11-13" data-for="Personal/Journal/2022/W45/2022-11-13">2022-11-13</a></li></ul></div></li><li><div class="folder-container"><svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" viewBox="5 8 14 8" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="folder-icon"><polyline points="6 9 12 15 18 9"></polyline></svg><div data-folderpath="Personal/Journal/2022/W46"><button class="folder-button"><span class="folder-title">W46</span></button></div></div><div class="folder-outer "><ul style="padding-left:1.4rem;" class="content" data-folderul="Personal/Journal/2022/W46"><li><a href="../../../Personal/Journal/2022/W46/2022-11-18" data-for="Personal/Journal/2022/W46/2022-11-18">2022-11-18</a></li><li><a href="../../../Personal/Journal/2022/W46/2022-11-20" data-for="Personal/Journal/2022/W46/2022-11-20">2022-11-20</a></li></ul></div></li><li><div class="folder-container"><svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" viewBox="5 8 14 8" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="folder-icon"><polyline points="6 9 12 15 18 9"></polyline></svg><div data-folderpath="Personal/Journal/2022/W47"><button class="folder-button"><span class="folder-title">W47</span></button></div></div><div class="folder-outer "><ul style="padding-left:1.4rem;" class="content" data-folderul="Personal/Journal/2022/W47"><li><a href="../../../Personal/Journal/2022/W47/2022-11-21" data-for="Personal/Journal/2022/W47/2022-11-21">2022-11-21</a></li><li><a href="../../../Personal/Journal/2022/W47/2022-11-22" data-for="Personal/Journal/2022/W47/2022-11-22">2022-11-22</a></li><li><a href="../../../Personal/Journal/2022/W47/2022-W47" data-for="Personal/Journal/2022/W47/2022-W47">2022-W47</a></li></ul></div></li><li><div class="folder-container"><svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" viewBox="5 8 14 8" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="folder-icon"><polyline points="6 9 12 15 18 9"></polyline></svg><div data-folderpath="Personal/Journal/2022/W48"><button class="folder-button"><span class="folder-title">W48</span></button></div></div><div class="folder-outer "><ul style="padding-left:1.4rem;" class="content" data-folderul="Personal/Journal/2022/W48"><li><a href="../../../Personal/Journal/2022/W48/2022-11-28" data-for="Personal/Journal/2022/W48/2022-11-28">2022-11-28</a></li><li><a href="../../../Personal/Journal/2022/W48/2022-11-29" data-for="Personal/Journal/2022/W48/2022-11-29">2022-11-29</a></li><li><a href="../../../Personal/Journal/2022/W48/2022-12-01" data-for="Personal/Journal/2022/W48/2022-12-01">2022-12-01</a></li><li><a href="../../../Personal/Journal/2022/W48/2022-12-04" data-for="Personal/Journal/2022/W48/2022-12-04">2022-12-04</a></li></ul></div></li><li><div class="folder-container"><svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" viewBox="5 8 14 8" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="folder-icon"><polyline points="6 9 12 15 18 9"></polyline></svg><div data-folderpath="Personal/Journal/2022/W49"><button class="folder-button"><span class="folder-title">W49</span></button></div></div><div class="folder-outer "><ul style="padding-left:1.4rem;" class="content" data-folderul="Personal/Journal/2022/W49"><li><a href="../../../Personal/Journal/2022/W49/2022-12-06" data-for="Personal/Journal/2022/W49/2022-12-06">2022-12-06</a></li><li><a href="../../../Personal/Journal/2022/W49/2022-W49" data-for="Personal/Journal/2022/W49/2022-W49">2022-W49</a></li></ul></div></li><li><div class="folder-container"><svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" viewBox="5 8 14 8" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="folder-icon"><polyline points="6 9 12 15 18 9"></polyline></svg><div data-folderpath="Personal/Journal/2022/W50"><button class="folder-button"><span class="folder-title">W50</span></button></div></div><div class="folder-outer "><ul style="padding-left:1.4rem;" class="content" data-folderul="Personal/Journal/2022/W50"><li><a href="../../../Personal/Journal/2022/W50/2022-12-12" data-for="Personal/Journal/2022/W50/2022-12-12">2022-12-12</a></li></ul></div></li></ul></div></li><li><div class="folder-container"><svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" viewBox="5 8 14 8" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="folder-icon"><polyline points="6 9 12 15 18 9"></polyline></svg><div data-folderpath="Personal/Journal/2023"><button class="folder-button"><span class="folder-title">2023</span></button></div></div><div class="folder-outer "><ul style="padding-left:1.4rem;" class="content" data-folderul="Personal/Journal/2023"><li><div class="folder-container"><svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" viewBox="5 8 14 8" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="folder-icon"><polyline points="6 9 12 15 18 9"></polyline></svg><div data-folderpath="Personal/Journal/2023/W2"><button class="folder-button"><span class="folder-title">W2</span></button></div></div><div class="folder-outer "><ul style="padding-left:1.4rem;" class="content" data-folderul="Personal/Journal/2023/W2"><li><a href="../../../Personal/Journal/2023/W2/2023-W2" data-for="Personal/Journal/2023/W2/2023-W2">2023-W2</a></li></ul></div></li><li><div class="folder-container"><svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" viewBox="5 8 14 8" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="folder-icon"><polyline points="6 9 12 15 18 9"></polyline></svg><div data-folderpath="Personal/Journal/2023/W3"><button class="folder-button"><span class="folder-title">W3</span></button></div></div><div class="folder-outer "><ul style="padding-left:1.4rem;" class="content" data-folderul="Personal/Journal/2023/W3"><li><a href="../../../Personal/Journal/2023/W3/2023-01-16" data-for="Personal/Journal/2023/W3/2023-01-16">2023-01-16</a></li><li><a href="../../../Personal/Journal/2023/W3/2023-01-18" data-for="Personal/Journal/2023/W3/2023-01-18">2023-01-18</a></li></ul></div></li><li><div class="folder-container"><svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" viewBox="5 8 14 8" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="folder-icon"><polyline points="6 9 12 15 18 9"></polyline></svg><div data-folderpath="Personal/Journal/2023/W5"><button class="folder-button"><span class="folder-title">W5</span></button></div></div><div class="folder-outer "><ul style="padding-left:1.4rem;" class="content" data-folderul="Personal/Journal/2023/W5"><li><a href="../../../Personal/Journal/2023/W5/2023-W5" data-for="Personal/Journal/2023/W5/2023-W5">2023-W5</a></li></ul></div></li><li><div class="folder-container"><svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" viewBox="5 8 14 8" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="folder-icon"><polyline points="6 9 12 15 18 9"></polyline></svg><div data-folderpath="Personal/Journal/2023/W6"><button class="folder-button"><span class="folder-title">W6</span></button></div></div><div class="folder-outer "><ul style="padding-left:1.4rem;" class="content" data-folderul="Personal/Journal/2023/W6"><li><a href="../../../Personal/Journal/2023/W6/2023-W6" data-for="Personal/Journal/2023/W6/2023-W6">2023-W6</a></li></ul></div></li><li><div class="folder-container"><svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" viewBox="5 8 14 8" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="folder-icon"><polyline points="6 9 12 15 18 9"></polyline></svg><div data-folderpath="Personal/Journal/2023/W7"><button class="folder-button"><span class="folder-title">W7</span></button></div></div><div class="folder-outer "><ul style="padding-left:1.4rem;" class="content" data-folderul="Personal/Journal/2023/W7"><li><a href="../../../Personal/Journal/2023/W7/2023-02-14" data-for="Personal/Journal/2023/W7/2023-02-14">2023-02-14</a></li><li><a href="../../../Personal/Journal/2023/W7/2023-02-15" data-for="Personal/Journal/2023/W7/2023-02-15">2023-02-15</a></li><li><a href="../../../Personal/Journal/2023/W7/2023-02-16" data-for="Personal/Journal/2023/W7/2023-02-16">2023-02-16</a></li></ul></div></li><li><div class="folder-container"><svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" viewBox="5 8 14 8" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="folder-icon"><polyline points="6 9 12 15 18 9"></polyline></svg><div data-folderpath="Personal/Journal/2023/W8"><button class="folder-button"><span class="folder-title">W8</span></button></div></div><div class="folder-outer "><ul style="padding-left:1.4rem;" class="content" data-folderul="Personal/Journal/2023/W8"><li><a href="../../../Personal/Journal/2023/W8/2023-02-20" data-for="Personal/Journal/2023/W8/2023-02-20">2023-02-20</a></li><li><a href="../../../Personal/Journal/2023/W8/2023-02-22" data-for="Personal/Journal/2023/W8/2023-02-22">2023-02-22</a></li></ul></div></li><li><div class="folder-container"><svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" viewBox="5 8 14 8" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="folder-icon"><polyline points="6 9 12 15 18 9"></polyline></svg><div data-folderpath="Personal/Journal/2023/W10"><button class="folder-button"><span class="folder-title">W10</span></button></div></div><div class="folder-outer "><ul style="padding-left:1.4rem;" class="content" data-folderul="Personal/Journal/2023/W10"><li><a href="../../../Personal/Journal/2023/W10/2023-W10" data-for="Personal/Journal/2023/W10/2023-W10">2023-W10</a></li></ul></div></li><li><div class="folder-container"><svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" viewBox="5 8 14 8" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="folder-icon"><polyline points="6 9 12 15 18 9"></polyline></svg><div data-folderpath="Personal/Journal/2023/W12"><button class="folder-button"><span class="folder-title">W12</span></button></div></div><div class="folder-outer "><ul style="padding-left:1.4rem;" class="content" data-folderul="Personal/Journal/2023/W12"><li><a href="../../../Personal/Journal/2023/W12/2023-03-20" data-for="Personal/Journal/2023/W12/2023-03-20">2023-03-20</a></li><li><a href="../../../Personal/Journal/2023/W12/2023-03-21" data-for="Personal/Journal/2023/W12/2023-03-21">2023-03-21</a></li><li><a href="../../../Personal/Journal/2023/W12/2023-W12" data-for="Personal/Journal/2023/W12/2023-W12">2023-W12</a></li></ul></div></li><li><div class="folder-container"><svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" viewBox="5 8 14 8" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="folder-icon"><polyline points="6 9 12 15 18 9"></polyline></svg><div data-folderpath="Personal/Journal/2023/W14"><button class="folder-button"><span class="folder-title">W14</span></button></div></div><div class="folder-outer "><ul style="padding-left:1.4rem;" class="content" data-folderul="Personal/Journal/2023/W14"><li><a href="../../../Personal/Journal/2023/W14/2023-04-08" data-for="Personal/Journal/2023/W14/2023-04-08">2023-04-08</a></li><li><a href="../../../Personal/Journal/2023/W14/2023-W14" data-for="Personal/Journal/2023/W14/2023-W14">2023-W14</a></li></ul></div></li><li><div class="folder-container"><svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" viewBox="5 8 14 8" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="folder-icon"><polyline points="6 9 12 15 18 9"></polyline></svg><div data-folderpath="Personal/Journal/2023/W16"><button class="folder-button"><span class="folder-title">W16</span></button></div></div><div class="folder-outer "><ul style="padding-left:1.4rem;" class="content" data-folderul="Personal/Journal/2023/W16"><li><a href="../../../Personal/Journal/2023/W16/2023-04-21" data-for="Personal/Journal/2023/W16/2023-04-21">2023-04-21</a></li><li><a href="../../../Personal/Journal/2023/W16/2023-04-23" data-for="Personal/Journal/2023/W16/2023-04-23">2023-04-23</a></li></ul></div></li><li><div class="folder-container"><svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" viewBox="5 8 14 8" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="folder-icon"><polyline points="6 9 12 15 18 9"></polyline></svg><div data-folderpath="Personal/Journal/2023/W22"><button class="folder-button"><span class="folder-title">W22</span></button></div></div><div class="folder-outer "><ul style="padding-left:1.4rem;" class="content" data-folderul="Personal/Journal/2023/W22"><li><a href="../../../Personal/Journal/2023/W22/2023-05-31" data-for="Personal/Journal/2023/W22/2023-05-31">2023-05-31</a></li><li><a href="../../../Personal/Journal/2023/W22/2023-06-01" data-for="Personal/Journal/2023/W22/2023-06-01">2023-06-01</a></li><li><a href="../../../Personal/Journal/2023/W22/2023-W22" data-for="Personal/Journal/2023/W22/2023-W22">2023-W22</a></li></ul></div></li><li><div class="folder-container"><svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" viewBox="5 8 14 8" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="folder-icon"><polyline points="6 9 12 15 18 9"></polyline></svg><div data-folderpath="Personal/Journal/2023/W23"><button class="folder-button"><span class="folder-title">W23</span></button></div></div><div class="folder-outer "><ul style="padding-left:1.4rem;" class="content" data-folderul="Personal/Journal/2023/W23"><li><a href="../../../Personal/Journal/2023/W23/2023-06-05" 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data-folderpath="Personal/Journal/2024/W14"><button class="folder-button"><span class="folder-title">W14</span></button></div></div><div class="folder-outer "><ul style="padding-left:1.4rem;" class="content" data-folderul="Personal/Journal/2024/W14"><li><a href="../../../Personal/Journal/2024/W14/2024-W14" data-for="Personal/Journal/2024/W14/2024-W14">2024-W14</a></li></ul></div></li><li><div class="folder-container"><svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" viewBox="5 8 14 8" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="folder-icon"><polyline points="6 9 12 15 18 9"></polyline></svg><div data-folderpath="Personal/Journal/2024/W16"><button class="folder-button"><span class="folder-title">W16</span></button></div></div><div class="folder-outer "><ul style="padding-left:1.4rem;" class="content" data-folderul="Personal/Journal/2024/W16"><li><a href="../../../Personal/Journal/2024/W16/2024-W16" 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data-folderpath="Technology/ComputerSecurity/网络安全"><button class="folder-button"><span class="folder-title">网络安全</span></button></div></div><div class="folder-outer "><ul style="padding-left:1.4rem;" class="content" data-folderul="Technology/ComputerSecurity/网络安全"><li><div class="folder-container"><svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" viewBox="5 8 14 8" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="folder-icon"><polyline points="6 9 12 15 18 9"></polyline></svg><div data-folderpath="Technology/ComputerSecurity/网络安全/OpenSSH"><button class="folder-button"><span class="folder-title">OpenSSH</span></button></div></div><div class="folder-outer "><ul style="padding-left:1.4rem;" class="content" data-folderul="Technology/ComputerSecurity/网络安全/OpenSSH"><li><a href="../../../Technology/ComputerSecurity/网络安全/OpenSSH/OpenSSH-使用方法" data-for="Technology/ComputerSecurity/网络安全/OpenSSH/OpenSSH-使用方法">OpenSSH 使用方法</a></li><li><a href="../../../Technology/ComputerSecurity/网络安全/OpenSSH/OpenSSH-概述" data-for="Technology/ComputerSecurity/网络安全/OpenSSH/OpenSSH-概述">OpenSSH 概述</a></li></ul></div></li><li><div class="folder-container"><svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" viewBox="5 8 14 8" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="folder-icon"><polyline points="6 9 12 15 18 9"></polyline></svg><div data-folderpath="Technology/ComputerSecurity/网络安全/OpenSSL"><button class="folder-button"><span class="folder-title">OpenSSL</span></button></div></div><div class="folder-outer "><ul style="padding-left:1.4rem;" class="content" data-folderul="Technology/ComputerSecurity/网络安全/OpenSSL"><li><a href="../../../Technology/ComputerSecurity/网络安全/OpenSSL/简明指南" data-for="Technology/ComputerSecurity/网络安全/OpenSSL/简明指南">简明指南</a></li></ul></div></li></ul></div></li></ul></div></li><li><div class="folder-container"><svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" viewBox="5 8 14 8" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="folder-icon"><polyline points="6 9 12 15 18 9"></polyline></svg><div data-folderpath="Technology/ComputerStorage"><button class="folder-button"><span class="folder-title">ComputerStorage</span></button></div></div><div class="folder-outer "><ul style="padding-left:1.4rem;" class="content" data-folderul="Technology/ComputerStorage"><li><a href="../../../Technology/ComputerStorage/0.-大纲" data-for="Technology/ComputerStorage/0.-大纲">0. 大纲</a></li><li><a href="../../../Technology/ComputerStorage/1.-存储基础" data-for="Technology/ComputerStorage/1.-存储基础">1. 存储基础</a></li><li><a href="../../../Technology/ComputerStorage/2.-存储硬件" data-for="Technology/ComputerStorage/2.-存储硬件">2. 存储硬件</a></li><li><a href="../../../Technology/ComputerStorage/3.-存储架构" data-for="Technology/ComputerStorage/3.-存储架构">3. 存储架构</a></li><li><a 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href="../../../Technology/GettingStarted/命令行工具/Vim/3.Vim-高级功能" data-for="Technology/GettingStarted/命令行工具/Vim/3.Vim-高级功能">Vim 高级功能</a></li></ul></div></li></ul></div></li><li><div class="folder-container"><svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" viewBox="5 8 14 8" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="folder-icon"><polyline points="6 9 12 15 18 9"></polyline></svg><div data-folderpath="Technology/GettingStarted/开源指南"><button class="folder-button"><span class="folder-title">开源指南</span></button></div></div><div class="folder-outer "><ul style="padding-left:1.4rem;" class="content" data-folderul="Technology/GettingStarted/开源指南"><li><a href="../../../Technology/GettingStarted/开源指南/如何向开源社区提问" data-for="Technology/GettingStarted/开源指南/如何向开源社区提问">如何向开源社区提问</a></li><li><a href="../../../Technology/GettingStarted/开源指南/如何有效报告-BUG" data-for="Technology/GettingStarted/开源指南/如何有效报告-BUG">如何有效报告 BUG</a></li><li><a href="../../../Technology/GettingStarted/开源指南/开源指北" data-for="Technology/GettingStarted/开源指南/开源指北">开源指北</a></li><li><a href="../../../Technology/GettingStarted/开源指南/提问的智慧" data-for="Technology/GettingStarted/开源指南/提问的智慧">提问的智慧</a></li></ul></div></li><li><div class="folder-container"><svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" viewBox="5 8 14 8" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="folder-icon"><polyline points="6 9 12 15 18 9"></polyline></svg><div data-folderpath="Technology/GettingStarted/文本处理"><button class="folder-button"><span class="folder-title">文本处理</span></button></div></div><div class="folder-outer "><ul style="padding-left:1.4rem;" class="content" data-folderul="Technology/GettingStarted/文本处理"><li><a href="../../../Technology/GettingStarted/文本处理/正则表达式" data-for="Technology/GettingStarted/文本处理/正则表达式">正则表达式</a></li><li><a href="../../../Technology/GettingStarted/文本处理/结构化文件" data-for="Technology/GettingStarted/文本处理/结构化文件">结构化文件</a></li></ul></div></li><li><div class="folder-container"><svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" viewBox="5 8 14 8" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="folder-icon"><polyline points="6 9 12 15 18 9"></polyline></svg><div data-folderpath="Technology/GettingStarted/版本控制"><button class="folder-button"><span class="folder-title">版本控制</span></button></div></div><div class="folder-outer "><ul style="padding-left:1.4rem;" class="content" data-folderul="Technology/GettingStarted/版本控制"><li><div class="folder-container"><svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" viewBox="5 8 14 8" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="folder-icon"><polyline points="6 9 12 15 18 9"></polyline></svg><div data-folderpath="Technology/GettingStarted/版本控制/Git"><button 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data-for="Technology/GettingStarted/版本控制/Git/入门/协议">协议</a></li><li><a href="../../../Technology/GettingStarted/版本控制/Git/入门/基础" data-for="Technology/GettingStarted/版本控制/Git/入门/基础">基础</a></li><li><a href="../../../Technology/GettingStarted/版本控制/Git/入门/起步" data-for="Technology/GettingStarted/版本控制/Git/入门/起步">起步</a></li></ul></div></li><li><div class="folder-container"><svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" viewBox="5 8 14 8" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="folder-icon"><polyline points="6 9 12 15 18 9"></polyline></svg><div data-folderpath="Technology/GettingStarted/版本控制/Git/进阶"><button class="folder-button"><span class="folder-title">进阶</span></button></div></div><div class="folder-outer "><ul style="padding-left:1.4rem;" class="content" data-folderul="Technology/GettingStarted/版本控制/Git/进阶"><li><a href="../../../Technology/GettingStarted/版本控制/Git/进阶/Git-LFS" 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width="12" height="12" viewBox="5 8 14 8" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="folder-icon"><polyline points="6 9 12 15 18 9"></polyline></svg><div data-folderpath="Technology/OperatingSystem"><button class="folder-button"><span class="folder-title">OperatingSystem</span></button></div></div><div class="folder-outer "><ul style="padding-left:1.4rem;" class="content" data-folderul="Technology/OperatingSystem"><li><div class="folder-container"><svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" viewBox="5 8 14 8" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="folder-icon"><polyline points="6 9 12 15 18 9"></polyline></svg><div data-folderpath="Technology/OperatingSystem/Automation"><button class="folder-button"><span class="folder-title">Automation</span></button></div></div><div class="folder-outer "><ul style="padding-left:1.4rem;" class="content" data-folderul="Technology/OperatingSystem/Automation"><li><a href="../../../Technology/OperatingSystem/Automation/Ansible" data-for="Technology/OperatingSystem/Automation/Ansible">Ansible</a></li><li><a href="../../../Technology/OperatingSystem/Automation/Cloud-init-快速部署" data-for="Technology/OperatingSystem/Automation/Cloud-init-快速部署">Cloud-init</a></li><li><a href="../../../Technology/OperatingSystem/Automation/PXE--系统部署" data-for="Technology/OperatingSystem/Automation/PXE--系统部署">PXE 自动化部署</a></li></ul></div></li><li><div class="folder-container"><svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" viewBox="5 8 14 8" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="folder-icon"><polyline points="6 9 12 15 18 9"></polyline></svg><div data-folderpath="Technology/OperatingSystem/Docker"><button class="folder-button"><span class="folder-title">Docker</span></button></div></div><div class="folder-outer "><ul 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data-for="Technology/OperatingSystem/Docker/基础/简介">简介</a></li></ul></div></li><li><div class="folder-container"><svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" viewBox="5 8 14 8" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="folder-icon"><polyline points="6 9 12 15 18 9"></polyline></svg><div data-folderpath="Technology/OperatingSystem/Docker/进阶"><button class="folder-button"><span class="folder-title">进阶</span></button></div></div><div class="folder-outer "><ul style="padding-left:1.4rem;" class="content" data-folderul="Technology/OperatingSystem/Docker/进阶"><li><a href="../../../Technology/OperatingSystem/Docker/进阶/Docker-Compose" data-for="Technology/OperatingSystem/Docker/进阶/Docker-Compose">Docker Compose</a></li><li><a href="../../../Technology/OperatingSystem/Docker/进阶/Docker-Dockerfile" data-for="Technology/OperatingSystem/Docker/进阶/Docker-Dockerfile">Docker Dockerfile</a></li><li><a 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class="internal">回读者信──240816</a></h3></div><p class="meta">2024年8月16日</p></div></li><li class="recent-li"><div class="section"><div class="desc"><h3><a href="../../../Personal/Blog/2024/乌兰哈达火山银河之旅" class="internal">乌兰哈达火山银河之旅</a></h3></div><p class="meta">2024年6月27日</p></div></li><li class="recent-li"><div class="section"><div class="desc"><h3><a href="../../../Personal/Blog/2024/冰箱，让你我错过了多少新鲜的生活？" class="internal">冰箱，让你我错过了多少新鲜的生活？</a></h3></div><p class="meta">2024年6月27日</p></div></li></ul></div></div><div class="center"><div class="page-header"><div class="popover-hint"><nav class="breadcrumb-container" aria-label="breadcrumbs"><div class="breadcrumb-element"><a href="../../../">Home</a><p> ❯ </p></div><div class="breadcrumb-element"><a href="../../../Technology/">Technology</a><p> ❯ </p></div><div class="breadcrumb-element"><a href="../../../Technology/DatabaseSystem/">DatabaseSystem</a><p> ❯ </p></div><div class="breadcrumb-element"><a href="../../../Technology/DatabaseSystem/基础/">基础</a><p> ❯ </p></div><div class="breadcrumb-element"><a href>非关系型数据库</a></div></nav><h1 class="article-title">非关系型数据库</h1><p show-comma="true" class="content-meta"><span>2023年8月17日</span><span>21分钟阅读</span></p><ul class="tags"><li><a href="../../../tags/技术/数据库" class="internal tag-link">技术/数据库</a></li><li><a href="../../../tags/数据库系统/非关系型数据库" class="internal tag-link">数据库系统/非关系型数据库</a></li></ul></div></div><article class="popover-hint"><h2 id="概述">概述<a role="anchor" aria-hidden="true" tabindex="-1" data-no-popover="true" href="#概述" class="internal"><svg width="18" height="18" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><path d="M10 13a5 5 0 0 0 7.54.54l3-3a5 5 0 0 0-7.07-7.07l-1.72 1.71"></path><path d="M14 11a5 5 0 0 0-7.54-.54l-3 3a5 5 0 0 0 7.07 7.07l1.71-1.71"></path></svg></a></h2>
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<p>非关系型数据库（NoSQL 数据库）是一种与传统的关系型数据库相对的数据存储和管理系统。**它不使用固定的表结构，没有统一的查询语言如 SQL，更加灵活地处理数据的存储和检索。**特点包括：</p>
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<ul>
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<li><strong>数据结构灵活：</strong> 可以存储 JSON、XML 等多种格式的数据。</li>
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<li><strong>查询语言多样：</strong> 可以使用各种专用查询语言或 API。</li>
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<li><strong>扩展性强：</strong> 通常更容易水平扩展，适合大数据和高并发场景。</li>
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<li><strong>一致性可调整：</strong> 可以根据需要牺牲一些一致性，以换取更高的性能和可用性。</li>
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<li><strong>性能优势：</strong> 在读写密集和大数据场景下可能提供更高性能。</li>
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<li><strong>特定用途：</strong> 更适合特定用途，如大数据分析、实时应用、缓存等。</li>
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</ul>
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<h3 id="与关系型数据库的对比">与关系型数据库的对比<a role="anchor" aria-hidden="true" tabindex="-1" data-no-popover="true" href="#与关系型数据库的对比" class="internal"><svg width="18" height="18" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><path d="M10 13a5 5 0 0 0 7.54.54l3-3a5 5 0 0 0-7.07-7.07l-1.72 1.71"></path><path d="M14 11a5 5 0 0 0-7.54-.54l-3 3a5 5 0 0 0 7.07 7.07l1.71-1.71"></path></svg></a></h3>
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<div class="table-container"><table><thead><tr><th>特性</th><th>关系型数据库</th><th>非关系型数据库</th></tr></thead><tbody><tr><td><strong>数据结构</strong></td><td>固定的表结构，每个表有预定义的列</td><td>灵活的数据结构，可以存储不同格式的数据</td></tr><tr><td><strong>查询语言</strong></td><td>使用 SQL 作为标准查询语言</td><td>可使用各种专用查询语言或 API</td></tr><tr><td><strong>扩展性</strong></td><td>主要支持垂直扩展</td><td>更容易水平扩展，适合大数据和高并发场景</td></tr><tr><td><strong>一致性</strong></td><td>强一致性，支持 ACID 事务</td><td>可能牺牲一些一致性，以换取更高的性能和可用性</td></tr><tr><td><strong>性能</strong></td><td>适合复杂查询和事务处理</td><td>在读写密集和大数据场景下可能提供更高性能</td></tr><tr><td><strong>用途</strong></td><td>通用数据存储和管理</td><td>特定用途，如大数据分析、实时应用、缓存等</td></tr><tr><td><strong>典型数据库</strong></td><td>MySQL, PostgreSQL, Oracle 等</td><td>MongoDB, Redis, Cassandra 等</td></tr></tbody></table></div>
|
||
<p>非关系型数据库广泛应用于大数据分析、实时应用、缓存、分布式系统等领域。由于其灵活的数据结构和高性能的读写能力，<strong>非关系型数据库特别适合需要快速读写和灵活数据结构的场景</strong>，如社交网络、电商、物联网等。</p>
|
||
<h2 id="键值存储数据库">键值存储数据库<a role="anchor" aria-hidden="true" tabindex="-1" data-no-popover="true" href="#键值存储数据库" class="internal"><svg width="18" height="18" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><path d="M10 13a5 5 0 0 0 7.54.54l3-3a5 5 0 0 0-7.07-7.07l-1.72 1.71"></path><path d="M14 11a5 5 0 0 0-7.54-.54l-3 3a5 5 0 0 0 7.07 7.07l1.71-1.71"></path></svg></a></h2>
|
||
<p>键值存储数据库是一种非常基础的数据库类型，它以键值对的形式存储数据。每个键在数据库中都是唯一的，对应一个特定的值。这种简单的数据模型使键值存储数据库非常快速和可扩展。</p>
|
||
<h3 id="特点">特点<a role="anchor" aria-hidden="true" tabindex="-1" data-no-popover="true" href="#特点" class="internal"><svg width="18" height="18" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><path d="M10 13a5 5 0 0 0 7.54.54l3-3a5 5 0 0 0-7.07-7.07l-1.72 1.71"></path><path d="M14 11a5 5 0 0 0-7.54-.54l-3 3a5 5 0 0 0 7.07 7.07l1.71-1.71"></path></svg></a></h3>
|
||
<ul>
|
||
<li><strong>高性能</strong>：读写操作通常非常快，因为它们是通过键进行的。</li>
|
||
<li><strong>可扩展性</strong>：支持水平扩展，可以轻松处理大量数据和高吞吐量。</li>
|
||
<li><strong>简单性</strong>：基于键值对的结构使数据操作和管理非常直接和容易。</li>
|
||
<li><strong>灵活存储</strong>：值可以是简单的字符串、数字，或更复杂的数据结构。</li>
|
||
</ul>
|
||
<p>键值存储数据库非常适合那些需要快速读写访问的应用场景，特别是其中数据结构相对简单的情况。</p>
|
||
<h3 id="常用产品">常用产品<a role="anchor" aria-hidden="true" tabindex="-1" data-no-popover="true" href="#常用产品" class="internal"><svg width="18" height="18" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><path d="M10 13a5 5 0 0 0 7.54.54l3-3a5 5 0 0 0-7.07-7.07l-1.72 1.71"></path><path d="M14 11a5 5 0 0 0-7.54-.54l-3 3a5 5 0 0 0 7.07 7.07l1.71-1.71"></path></svg></a></h3>
|
||
|
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|
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|
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|
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|
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|
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|
||
<div class="table-container"><table><thead><tr><th>数据库</th><th>优点</th><th>缺点</th><th>适用场景</th></tr></thead><tbody><tr><td><strong>Redis</strong></td><td>高性能、支持多种数据结构、可用于缓存</td><td>内存消耗较高、持久化配置较复杂</td><td>实时分析、缓存、排行榜等</td></tr><tr><td><strong>Riak</strong></td><td>高可扩展性、容错能力强</td><td>查询功能有限、配置复杂</td><td>分布式应用、大数据处理</td></tr><tr><td><strong>Amazon DynamoDB</strong></td><td>完全托管、易于扩展、与 AWS 集成良好</td><td>成本可能较高、灵活性可能较低</td><td>云原生应用、移动应用、大规模实时分析</td></tr></tbody></table></div>
|
||
<h3 id="适用场景">适用场景<a role="anchor" aria-hidden="true" tabindex="-1" data-no-popover="true" href="#适用场景" class="internal"><svg width="18" height="18" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><path d="M10 13a5 5 0 0 0 7.54.54l3-3a5 5 0 0 0-7.07-7.07l-1.72 1.71"></path><path d="M14 11a5 5 0 0 0-7.54-.54l-3 3a5 5 0 0 0 7.07 7.07l1.71-1.71"></path></svg></a></h3>
|
||
<ul>
|
||
<li><strong>缓存和会话存储</strong>：快速的读写性能使其成为缓存和会话数据的理想选择。</li>
|
||
<li><strong>实时分析</strong>：可以用于存储大量快速变化的数据，如股票价格或网站点击量。</li>
|
||
<li><strong>物联网数据存储</strong>：适合存储来自大量设备的简单数据。</li>
|
||
<li><strong>排行榜和计数器</strong>：适合用于存储和检索按顺序排列的数据。</li>
|
||
</ul>
|
||
<p>键值存储数据库因其高性能、可扩展性和简单性而受到许多组织的欢迎。通过选择合适的键值存储数据库产品，可以更有效地满足特定应用和业务需求的数据管理要求。</p>
|
||
<h2 id="文档型数据库">文档型数据库<a role="anchor" aria-hidden="true" tabindex="-1" data-no-popover="true" href="#文档型数据库" class="internal"><svg width="18" height="18" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><path d="M10 13a5 5 0 0 0 7.54.54l3-3a5 5 0 0 0-7.07-7.07l-1.72 1.71"></path><path d="M14 11a5 5 0 0 0-7.54-.54l-3 3a5 5 0 0 0 7.07 7.07l1.71-1.71"></path></svg></a></h2>
|
||
<p>文档型数据库以文档的形式存储数据，通常使用 JSON 或 BSON 格式。每个文档都可以有不同的结构，包括嵌套的数组和对象。这种灵活性使文档型数据库非常适合存储半结构化数据。</p>
|
||
<h3 id="特点-1">特点<a role="anchor" aria-hidden="true" tabindex="-1" data-no-popover="true" href="#特点-1" class="internal"><svg width="18" height="18" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><path d="M10 13a5 5 0 0 0 7.54.54l3-3a5 5 0 0 0-7.07-7.07l-1.72 1.71"></path><path d="M14 11a5 5 0 0 0-7.54-.54l-3 3a5 5 0 0 0 7.07 7.07l1.71-1.71"></path></svg></a></h3>
|
||
<ul>
|
||
<li><strong>灵活性</strong>：无需预定义的模式，允许存储结构不同的文档。</li>
|
||
<li><strong>可扩展性</strong>：通常支持水平扩展，适合大规模数据处理。</li>
|
||
<li><strong>多样化查询</strong>：支持复杂的查询操作，包括全文搜索和地理空间查询。</li>
|
||
</ul>
|
||
<p>文档型数据库解决了传统关系型数据库在处理半结构化数据和快速迭代开发中的挑战。它们允许开发人员灵活地更改数据模型，而无需迁移整个数据库。</p>
|
||
<h3 id="常用产品-1">常用产品<a role="anchor" aria-hidden="true" tabindex="-1" data-no-popover="true" href="#常用产品-1" class="internal"><svg width="18" height="18" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><path d="M10 13a5 5 0 0 0 7.54.54l3-3a5 5 0 0 0-7.07-7.07l-1.72 1.71"></path><path d="M14 11a5 5 0 0 0-7.54-.54l-3 3a5 5 0 0 0 7.07 7.07l1.71-1.71"></path></svg></a></h3>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
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||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<div class="table-container"><table><thead><tr><th>数据库</th><th>优点</th><th>缺点</th><th>适用场景</th></tr></thead><tbody><tr><td><strong>MongoDB</strong></td><td>灵活的数据模型、高可扩展性、支持地理空间查询</td><td>写入吞吐量可能受限、事务支持较弱</td><td>大数据分析、实时应用、物联网数据存储</td></tr><tr><td><strong>CouchDB</strong></td><td>多版本并发控制（MVCC）、强大的 MapReduce 支持、高可用性</td><td>查询性能可能较低、不支持复杂的事务</td><td>分布式系统、移动应用数据同步</td></tr><tr><td><strong>RavenDB</strong></td><td>支持 ACID 事务、强大的索引和查询能力、易于使用和管理</td><td>社区支持较弱、商业许可可能昂贵</td><td>企业应用、金融服务、健康医疗数据管理</td></tr></tbody></table></div>
|
||
<h3 id="适用场景-1">适用场景<a role="anchor" aria-hidden="true" tabindex="-1" data-no-popover="true" href="#适用场景-1" class="internal"><svg width="18" height="18" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><path d="M10 13a5 5 0 0 0 7.54.54l3-3a5 5 0 0 0-7.07-7.07l-1.72 1.71"></path><path d="M14 11a5 5 0 0 0-7.54-.54l-3 3a5 5 0 0 0 7.07 7.07l1.71-1.71"></path></svg></a></h3>
|
||
<ul>
|
||
<li><strong>大数据和实时分析</strong>：灵活的数据结构和高可扩展性使文档型数据库适合大数据处理。</li>
|
||
<li><strong>内容管理和电子商务</strong>：可以存储和检索各种格式的产品信息、用户评论等。</li>
|
||
<li><strong>移动应用和物联网</strong>：适合存储来自不同设备和源的半结构化数据。</li>
|
||
<li><strong>敏捷开发和迭代</strong>：灵活的模式设计支持快速迭代开发和变更。</li>
|
||
</ul>
|
||
<p>文档型数据库解决了传统关系型数据库在处理半结构化数据和快速迭代开发中的挑战。它们允许开发人员灵活地更改数据模型，而无需迁移整个数据库。通过选择合适的文档型数据库产品，组织可以更有效地满足特定应用和业务需求的数据管理要求。</p>
|
||
<h2 id="时间序列数据库">时间序列数据库<a role="anchor" aria-hidden="true" tabindex="-1" data-no-popover="true" href="#时间序列数据库" class="internal"><svg width="18" height="18" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><path d="M10 13a5 5 0 0 0 7.54.54l3-3a5 5 0 0 0-7.07-7.07l-1.72 1.71"></path><path d="M14 11a5 5 0 0 0-7.54-.54l-3 3a5 5 0 0 0 7.07 7.07l1.71-1.71"></path></svg></a></h2>
|
||
<p>时间序列数据库（Time-Series Database，TSDB）是一种专门用于处理时间序列数据的数据库，即按照时间顺序排序的数据点序列。这些数据库特别适用于存储、检索和处理与时间戳关联的数据，例如股票市场数据、传感器数据、网络监控数据等。</p>
|
||
<h3 id="特点-2">特点<a role="anchor" aria-hidden="true" tabindex="-1" data-no-popover="true" href="#特点-2" class="internal"><svg width="18" height="18" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><path d="M10 13a5 5 0 0 0 7.54.54l3-3a5 5 0 0 0-7.07-7.07l-1.72 1.71"></path><path d="M14 11a5 5 0 0 0-7.54-.54l-3 3a5 5 0 0 0 7.07 7.07l1.71-1.71"></path></svg></a></h3>
|
||
<ul>
|
||
<li><strong>时间优化</strong>：针对时间序列数据的存储和查询进行了优化，以支持高效的时间范围查询和聚合。</li>
|
||
<li><strong>高写入性能</strong>：能够处理大量的写入操作，适合记录连续产生的数据。</li>
|
||
<li><strong>可扩展性</strong>：许多时间序列数据库支持水平扩展，可用于大规模数据处理。</li>
|
||
<li><strong>数据压缩</strong>：使用专门的算法进行数据压缩，减少存储需求。</li>
|
||
<li><strong>自动数据管理</strong>：自动执行数据过期和降采样等操作，以管理数据的生命周期。</li>
|
||
</ul>
|
||
<p>时间序列数据库解决了传统数据库在处理时序数据方面的挑战，适用于需要高效存储和分析时间序列数据的场景。</p>
|
||
<h3 id="常用产品-2">常用产品<a role="anchor" aria-hidden="true" tabindex="-1" data-no-popover="true" href="#常用产品-2" class="internal"><svg width="18" height="18" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><path d="M10 13a5 5 0 0 0 7.54.54l3-3a5 5 0 0 0-7.07-7.07l-1.72 1.71"></path><path d="M14 11a5 5 0 0 0-7.54-.54l-3 3a5 5 0 0 0 7.07 7.07l1.71-1.71"></path></svg></a></h3>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<div class="table-container"><table><thead><tr><th>数据库</th><th>优点</th><th>缺点</th><th>适用场景</th></tr></thead><tbody><tr><td><strong>InfluxDB</strong></td><td>高写入吞吐量、强大的查询语言、易于使用</td><td>高并发下性能可能受限</td><td>监控、实时分析、物联网</td></tr><tr><td><strong>Prometheus</strong></td><td>高可用、与 Kubernetes 良好集成、丰富的可视化选项</td><td>长时间存储能力较弱</td><td>系统监控、应用性能监控</td></tr><tr><td><strong>TimescaleDB</strong></td><td>基于 PostgreSQL、SQL 兼容、可用现有工具和知识</td><td>资源消耗可能较高</td><td>金融分析、工业自动化、科学研究</td></tr></tbody></table></div>
|
||
<h3 id="适用场景-2">适用场景<a role="anchor" aria-hidden="true" tabindex="-1" data-no-popover="true" href="#适用场景-2" class="internal"><svg width="18" height="18" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><path d="M10 13a5 5 0 0 0 7.54.54l3-3a5 5 0 0 0-7.07-7.07l-1.72 1.71"></path><path d="M14 11a5 5 0 0 0-7.54-.54l-3 3a5 5 0 0 0 7.07 7.07l1.71-1.71"></path></svg></a></h3>
|
||
<ul>
|
||
<li><strong>金融和市场分析</strong>：存储和分析股票价格、交易量等金融市场数据。</li>
|
||
<li><strong>工业物联网</strong>：收集和分析工厂设备的传感器数据，用于监控和预测维护。</li>
|
||
<li><strong>系统和网络监控</strong>：实时跟踪系统和网络性能指标。</li>
|
||
<li><strong>气象和环境监测</strong>：存储和分析气象站或环境传感器收集的数据。</li>
|
||
</ul>
|
||
<p>时间序列数据库是处理时间敏感信息的理想选择，通过对时间序列数据的高效存储和查询，使组织能够实时洞察业务和运营情况。选择合适的时间序列数据库产品可以有效支持不同行业和应用场景的特定需求。</p>
|
||
<h2 id="图数据库">图数据库<a role="anchor" aria-hidden="true" tabindex="-1" data-no-popover="true" href="#图数据库" class="internal"><svg width="18" height="18" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><path d="M10 13a5 5 0 0 0 7.54.54l3-3a5 5 0 0 0-7.07-7.07l-1.72 1.71"></path><path d="M14 11a5 5 0 0 0-7.54-.54l-3 3a5 5 0 0 0 7.07 7.07l1.71-1.71"></path></svg></a></h2>
|
||
<p>图数据库是一种以图结构存储数据的数据库，用于表示实体之间的复杂关系。在图数据库中，实体表示为节点（或顶点），而实体之间的关系表示为边。图数据库非常适合用于分析和查询复杂的关系网络，例如社交网络、组织结构、供应链等。</p>
|
||
<h3 id="特点-3">特点<a role="anchor" aria-hidden="true" tabindex="-1" data-no-popover="true" href="#特点-3" class="internal"><svg width="18" height="18" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><path d="M10 13a5 5 0 0 0 7.54.54l3-3a5 5 0 0 0-7.07-7.07l-1.72 1.71"></path><path d="M14 11a5 5 0 0 0-7.54-.54l-3 3a5 5 0 0 0 7.07 7.07l1.71-1.71"></path></svg></a></h3>
|
||
<ul>
|
||
<li><strong>强关系表示</strong>：通过节点和边的结构，可以直观有效地表示和查询复杂的关系。</li>
|
||
<li><strong>高性能查询</strong>：针对复杂关系的查询进行了优化，例如查找最短路径、连接度分析等。</li>
|
||
<li><strong>灵活性</strong>：允许灵活地定义和更改实体和关系的属性。</li>
|
||
<li><strong>图遍历和分析</strong>：支持高效的图遍历操作，可用于诸如社交网络分析、推荐系统等。</li>
|
||
</ul>
|
||
<p>图数据库解决了传统关系型数据库在处理高度相互连接的数据方面的挑战。</p>
|
||
<h3 id="常用产品-3">常用产品<a role="anchor" aria-hidden="true" tabindex="-1" data-no-popover="true" href="#常用产品-3" class="internal"><svg width="18" height="18" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><path d="M10 13a5 5 0 0 0 7.54.54l3-3a5 5 0 0 0-7.07-7.07l-1.72 1.71"></path><path d="M14 11a5 5 0 0 0-7.54-.54l-3 3a5 5 0 0 0 7.07 7.07l1.71-1.71"></path></svg></a></h3>
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<div class="table-container"><table><thead><tr><th>数据库</th><th>优点</th><th>缺点</th><th>适用场景</th></tr></thead><tbody><tr><td><strong>Neo4j</strong></td><td>丰富的图查询语言、强大的社区支持、易于使用</td><td>大规模分布式支持有限</td><td>社交网络分析、推荐系统、欺诈检测</td></tr><tr><td><strong>OrientDB</strong></td><td>支持多模型（图、文档）、高性能、可扩展</td><td>社区支持较弱</td><td>多关系数据分析、实时应用</td></tr><tr><td><strong>Amazon Neptune</strong></td><td>完全托管、高可用、与 AWS 集成良好</td><td>成本可能较高、自定义选项较少</td><td>云原生应用、知识图谱、网络分析</td></tr></tbody></table></div>
|
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<h3 id="适用场景-3">适用场景<a role="anchor" aria-hidden="true" tabindex="-1" data-no-popover="true" href="#适用场景-3" class="internal"><svg width="18" height="18" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><path d="M10 13a5 5 0 0 0 7.54.54l3-3a5 5 0 0 0-7.07-7.07l-1.72 1.71"></path><path d="M14 11a5 5 0 0 0-7.54-.54l-3 3a5 5 0 0 0 7.07 7.07l1.71-1.71"></path></svg></a></h3>
|
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<ul>
|
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<li><strong>社交网络分析</strong>：分析用户之间的连接和互动，如朋友关系、共享兴趣等。</li>
|
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<li><strong>推荐系统</strong>：通过分析用户和商品之间的关系，为用户提供个性化推荐。</li>
|
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<li><strong>欺诈检测</strong>：通过分析不正常的关系和行为模式，检测欺诈活动。</li>
|
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<li><strong>知识图谱构建</strong>：表示和查询复杂的知识结构和语义关系。</li>
|
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</ul>
|
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<p>图数据库以其独特的图形结构优势，在分析和处理复杂关系数据方面表现卓越。对于那些依赖于深入分析和理解复杂关系的应用场景，图数据库提供了强大的支持和灵活性。选择合适的图数据库产品可以更有效地支持特定应用和业务需求的数据管理要求。</p>
|
||
<h2 id="对象数据库">对象数据库<a role="anchor" aria-hidden="true" tabindex="-1" data-no-popover="true" href="#对象数据库" class="internal"><svg width="18" height="18" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><path d="M10 13a5 5 0 0 0 7.54.54l3-3a5 5 0 0 0-7.07-7.07l-1.72 1.71"></path><path d="M14 11a5 5 0 0 0-7.54-.54l-3 3a5 5 0 0 0 7.07 7.07l1.71-1.71"></path></svg></a></h2>
|
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<p>对象数据库（Object-Oriented Database，OODB）是一种数据库，其存储结构以对象的形式来表示信息，直接支持面向对象编程语言的各种特性，如封装、继承和多态等。对象数据库试图使数据库的存储方式与应用程序的编程模型更加一致，简化开发流程。</p>
|
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<h3 id="特点-4">特点<a role="anchor" aria-hidden="true" tabindex="-1" data-no-popover="true" href="#特点-4" class="internal"><svg width="18" height="18" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><path d="M10 13a5 5 0 0 0 7.54.54l3-3a5 5 0 0 0-7.07-7.07l-1.72 1.71"></path><path d="M14 11a5 5 0 0 0-7.54-.54l-3 3a5 5 0 0 0 7.07 7.07l1.71-1.71"></path></svg></a></h3>
|
||
<ul>
|
||
<li><strong>对象模型</strong>：数据以对象的形式存储，每个对象都可以包含数据和方法，完全符合面向对象的概念。</li>
|
||
<li><strong>支持继承和多态</strong>：可以定义对象之间的继承关系和多态行为，增加了数据模型的表现力和灵活性。</li>
|
||
<li><strong>直接持久化</strong>：允许应用程序中的对象直接持久化到数据库中，无需进行复杂的映射和转换。</li>
|
||
<li><strong>复杂结构支持</strong>：非常适合存储具有复杂结构和关系的数据，如几何模型、多媒体数据等。</li>
|
||
</ul>
|
||
<h3 id="常用产品-4">常用产品<a role="anchor" aria-hidden="true" tabindex="-1" data-no-popover="true" href="#常用产品-4" class="internal"><svg width="18" height="18" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><path d="M10 13a5 5 0 0 0 7.54.54l3-3a5 5 0 0 0-7.07-7.07l-1.72 1.71"></path><path d="M14 11a5 5 0 0 0-7.54-.54l-3 3a5 5 0 0 0 7.07 7.07l1.71-1.71"></path></svg></a></h3>
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<div class="table-container"><table><thead><tr><th>数据库</th><th>优点</th><th>缺点</th><th>适用场景</th></tr></thead><tbody><tr><td><strong>ObjectDB</strong></td><td>高性能、易于使用、与 JPA 完全兼容</td><td>社区支持有限</td><td>企业应用、复杂数据模型管理</td></tr><tr><td><strong>Versant</strong></td><td>强大的并发控制、可扩展、长期稳定</td><td>学习曲线可能较陡峭</td><td>金融分析、电信网络管理</td></tr><tr><td><strong>db4o</strong></td><td>开源、轻量级、易于集成、适合移动和嵌入式设备</td><td>没有商业支持、可能存在性能问题</td><td>嵌入式系统、移动应用</td></tr></tbody></table></div>
|
||
<h3 id="适用场景-4">适用场景<a role="anchor" aria-hidden="true" tabindex="-1" data-no-popover="true" href="#适用场景-4" class="internal"><svg width="18" height="18" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><path d="M10 13a5 5 0 0 0 7.54.54l3-3a5 5 0 0 0-7.07-7.07l-1.72 1.71"></path><path d="M14 11a5 5 0 0 0-7.54-.54l-3 3a5 5 0 0 0 7.07 7.07l1.71-1.71"></path></svg></a></h3>
|
||
<ul>
|
||
<li><strong>复杂数据模型管理</strong>：例如 CAD/CAM 系统、科学研究、地理信息系统等需要处理复杂数据结构的应用。</li>
|
||
<li><strong>实时系统</strong>：例如电信、工业自动化等需要快速响应和处理的场景。</li>
|
||
<li><strong>面向对象开发的企业应用</strong>：对象数据库能够更自然地与面向对象的编程语言和开发模式集成。</li>
|
||
</ul>
|
||
<p>对象数据库通过与面向对象编程模型的紧密结合，为开发者提供了一种自然、灵活的数据管理方式。它消除了传统关系数据库中对象和关系映射的复杂性，特别适合需要处理复杂数据结构和关系的应用。虽然对象数据库在现代企业环境中使用不如关系数据库广泛，但在特定场景下它仍然有着独特的优势和价值。</p>
|
||
<h2 id="列族存储数据库">列族存储数据库<a role="anchor" aria-hidden="true" tabindex="-1" data-no-popover="true" href="#列族存储数据库" class="internal"><svg width="18" height="18" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><path d="M10 13a5 5 0 0 0 7.54.54l3-3a5 5 0 0 0-7.07-7.07l-1.72 1.71"></path><path d="M14 11a5 5 0 0 0-7.54-.54l-3 3a5 5 0 0 0 7.07 7.07l1.71-1.71"></path></svg></a></h2>
|
||
<p>列族存储数据库是一种 NoSQL 数据库，其存储模型不是按行组织数据，而是按列组织。这种结构特别适合于具有大量列且读取模式相对固定的数据集，它可以提高数据读取的效率，并允许高效的数据压缩。</p>
|
||
<h3 id="特点-5">特点<a role="anchor" aria-hidden="true" tabindex="-1" data-no-popover="true" href="#特点-5" class="internal"><svg width="18" height="18" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><path d="M10 13a5 5 0 0 0 7.54.54l3-3a5 5 0 0 0-7.07-7.07l-1.72 1.71"></path><path d="M14 11a5 5 0 0 0-7.54-.54l-3 3a5 5 0 0 0 7.07 7.07l1.71-1.71"></path></svg></a></h3>
|
||
<ul>
|
||
<li><strong>列式存储</strong>：数据按列组织和存储，有助于特定列的查询和分析。</li>
|
||
<li><strong>可扩展性</strong>：通常提供水平扩展的能力，适合大规模数据集。</li>
|
||
<li><strong>高性能读取</strong>：特别优化了列式数据的读取性能，适合数据仓库和分析应用。</li>
|
||
<li><strong>灵活的数据模型</strong>：通常不需要预定义的模式，可以灵活地添加和删除列。</li>
|
||
</ul>
|
||
<h3 id="常用产品-5">常用产品<a role="anchor" aria-hidden="true" tabindex="-1" data-no-popover="true" href="#常用产品-5" class="internal"><svg width="18" height="18" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><path d="M10 13a5 5 0 0 0 7.54.54l3-3a5 5 0 0 0-7.07-7.07l-1.72 1.71"></path><path d="M14 11a5 5 0 0 0-7.54-.54l-3 3a5 5 0 0 0 7.07 7.07l1.71-1.71"></path></svg></a></h3>
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<div class="table-container"><table><thead><tr><th>数据库</th><th>优点</th><th>缺点</th><th>适用场景</th></tr></thead><tbody><tr><td><strong>Apache HBase</strong></td><td>高可扩展、高可用、集成 Hadoop 生态</td><td>写入性能较低、管理复杂</td><td>大数据分析、实时分析、数据仓库</td></tr><tr><td><strong>Cassandra</strong></td><td>高可扩展、高性能读写、支持多数据中心</td><td>学习曲线陡峭、一致性配置复杂</td><td>互联网应用、实时大数据分析、分布式系统</td></tr><tr><td><strong>Google Bigtable</strong></td><td>企业级服务、高性能、完全托管</td><td>成本可能较高、主要绑定 Google 云</td><td>云原生应用、广告技术、物联网数据存储</td></tr></tbody></table></div>
|
||
<h3 id="适用场景-5">适用场景<a role="anchor" aria-hidden="true" tabindex="-1" data-no-popover="true" href="#适用场景-5" class="internal"><svg width="18" height="18" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><path d="M10 13a5 5 0 0 0 7.54.54l3-3a5 5 0 0 0-7.07-7.07l-1.72 1.71"></path><path d="M14 11a5 5 0 0 0-7.54-.54l-3 3a5 5 0 0 0 7.07 7.07l1.71-1.71"></path></svg></a></h3>
|
||
<ul>
|
||
<li><strong>大数据分析</strong>：针对大规模数据集的分析查询，例如日志分析、趋势预测等。</li>
|
||
<li><strong>时间序列数据</strong>：例如股票市场数据、气象数据等，可以高效地按时间序列进行查询分析。</li>
|
||
<li><strong>实时应用</strong>：例如金融交易、监控系统等需要高速读取和查询的应用。</li>
|
||
<li><strong>内容管理和个性化推荐</strong>：存储用户行为和内容信息，用于个性化推荐和广告定位。</li>
|
||
</ul>
|
||
<p>列族存储数据库通过其列式存储结构，在大数据分析、实时查询等场景下表现出显著的性能优势。在需要处理大量列数据，特别是读取模式相对固定的应用场景中，列族存储数据库可以提供高效、灵活的解决方案。选择合适的列族存储数据库产品，有助于满足特定业务和技术需求。</p></article><hr/><div class="page-footer"></div></div><div class="right sidebar"><div class="graph"><h3>关系图谱</h3><div class="graph-outer"><div id="graph-container" data-cfg="{"drag":true,"zoom":true,"depth":1,"scale":1.1,"repelForce":0.5,"centerForce":0.3,"linkDistance":30,"fontSize":0.6,"opacityScale":1,"showTags":true,"removeTags":[],"focusOnHover":false}"></div><button id="global-graph-icon" aria-label="Global Graph"><svg version="1.1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" x="0px" y="0px" viewBox="0 0 55 55" fill="currentColor" xml:space="preserve"><path d="M49,0c-3.309,0-6,2.691-6,6c0,1.035,0.263,2.009,0.726,2.86l-9.829,9.829C32.542,17.634,30.846,17,29,17
|
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s1.794-4,4-4S33,46.794,33,49z M29,31c-3.309,0-6-2.691-6-6s2.691-6,6-6s6,2.691,6,6S32.309,31,29,31z M47,41c0,1.103-0.897,2-2,2
|
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s-2-0.897-2-2s0.897-2,2-2S47,39.897,47,41z M49,10c-2.206,0-4-1.794-4-4s1.794-4,4-4s4,1.794,4,4S51.206,10,49,10z"></path></svg></button></div><div id="global-graph-outer"><div id="global-graph-container" data-cfg="{"drag":true,"zoom":true,"depth":-1,"scale":0.9,"repelForce":0.5,"centerForce":0.3,"linkDistance":30,"fontSize":0.6,"opacityScale":1,"showTags":true,"removeTags":[],"focusOnHover":true}"></div></div></div><div class="toc desktop-only"><button type="button" id="toc" class aria-controls="toc-content" aria-expanded="true"><h3>目录</h3><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="fold"><polyline points="6 9 12 15 18 9"></polyline></svg></button><div id="toc-content" class><ul class="overflow"><li class="depth-0"><a href="#概述" data-for="概述">概述</a></li><li class="depth-1"><a href="#与关系型数据库的对比" data-for="与关系型数据库的对比">与关系型数据库的对比</a></li><li class="depth-0"><a href="#键值存储数据库" data-for="键值存储数据库">键值存储数据库</a></li><li class="depth-1"><a href="#特点" data-for="特点">特点</a></li><li class="depth-1"><a href="#常用产品" data-for="常用产品">常用产品</a></li><li class="depth-1"><a href="#适用场景" data-for="适用场景">适用场景</a></li><li class="depth-0"><a href="#文档型数据库" data-for="文档型数据库">文档型数据库</a></li><li class="depth-1"><a href="#特点-1" data-for="特点-1">特点</a></li><li class="depth-1"><a href="#常用产品-1" data-for="常用产品-1">常用产品</a></li><li class="depth-1"><a href="#适用场景-1" data-for="适用场景-1">适用场景</a></li><li class="depth-0"><a href="#时间序列数据库" data-for="时间序列数据库">时间序列数据库</a></li><li class="depth-1"><a href="#特点-2" data-for="特点-2">特点</a></li><li class="depth-1"><a href="#常用产品-2" data-for="常用产品-2">常用产品</a></li><li class="depth-1"><a href="#适用场景-2" data-for="适用场景-2">适用场景</a></li><li class="depth-0"><a href="#图数据库" data-for="图数据库">图数据库</a></li><li class="depth-1"><a href="#特点-3" data-for="特点-3">特点</a></li><li class="depth-1"><a href="#常用产品-3" 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data-for="Personal/Journal/2022/W45/2022-11-11">2022-11-11</a></li><li><a href="../../../Personal/Journal/2022/W45/2022-11-12" data-for="Personal/Journal/2022/W45/2022-11-12">2022-11-12</a></li><li><a href="../../../Personal/Journal/2022/W45/2022-11-13" data-for="Personal/Journal/2022/W45/2022-11-13">2022-11-13</a></li></ul></div></li><li><div class="folder-container"><svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" viewBox="5 8 14 8" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="folder-icon"><polyline points="6 9 12 15 18 9"></polyline></svg><div data-folderpath="Personal/Journal/2022/W46"><button class="folder-button"><span class="folder-title">W46</span></button></div></div><div class="folder-outer "><ul style="padding-left:1.4rem;" class="content" data-folderul="Personal/Journal/2022/W46"><li><a href="../../../Personal/Journal/2022/W46/2022-11-18" data-for="Personal/Journal/2022/W46/2022-11-18">2022-11-18</a></li><li><a href="../../../Personal/Journal/2022/W46/2022-11-20" data-for="Personal/Journal/2022/W46/2022-11-20">2022-11-20</a></li></ul></div></li><li><div class="folder-container"><svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" viewBox="5 8 14 8" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="folder-icon"><polyline points="6 9 12 15 18 9"></polyline></svg><div data-folderpath="Personal/Journal/2022/W47"><button class="folder-button"><span class="folder-title">W47</span></button></div></div><div class="folder-outer "><ul style="padding-left:1.4rem;" class="content" data-folderul="Personal/Journal/2022/W47"><li><a href="../../../Personal/Journal/2022/W47/2022-11-21" data-for="Personal/Journal/2022/W47/2022-11-21">2022-11-21</a></li><li><a href="../../../Personal/Journal/2022/W47/2022-11-22" data-for="Personal/Journal/2022/W47/2022-11-22">2022-11-22</a></li><li><a href="../../../Personal/Journal/2022/W47/2022-W47" data-for="Personal/Journal/2022/W47/2022-W47">2022-W47</a></li></ul></div></li><li><div class="folder-container"><svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" viewBox="5 8 14 8" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="folder-icon"><polyline points="6 9 12 15 18 9"></polyline></svg><div data-folderpath="Personal/Journal/2022/W48"><button class="folder-button"><span class="folder-title">W48</span></button></div></div><div class="folder-outer "><ul style="padding-left:1.4rem;" class="content" data-folderul="Personal/Journal/2022/W48"><li><a href="../../../Personal/Journal/2022/W48/2022-11-28" data-for="Personal/Journal/2022/W48/2022-11-28">2022-11-28</a></li><li><a href="../../../Personal/Journal/2022/W48/2022-11-29" data-for="Personal/Journal/2022/W48/2022-11-29">2022-11-29</a></li><li><a href="../../../Personal/Journal/2022/W48/2022-12-01" data-for="Personal/Journal/2022/W48/2022-12-01">2022-12-01</a></li><li><a href="../../../Personal/Journal/2022/W48/2022-12-04" data-for="Personal/Journal/2022/W48/2022-12-04">2022-12-04</a></li></ul></div></li><li><div class="folder-container"><svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" viewBox="5 8 14 8" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="folder-icon"><polyline points="6 9 12 15 18 9"></polyline></svg><div data-folderpath="Personal/Journal/2022/W49"><button class="folder-button"><span class="folder-title">W49</span></button></div></div><div class="folder-outer "><ul style="padding-left:1.4rem;" class="content" data-folderul="Personal/Journal/2022/W49"><li><a href="../../../Personal/Journal/2022/W49/2022-12-06" data-for="Personal/Journal/2022/W49/2022-12-06">2022-12-06</a></li><li><a href="../../../Personal/Journal/2022/W49/2022-W49" data-for="Personal/Journal/2022/W49/2022-W49">2022-W49</a></li></ul></div></li><li><div class="folder-container"><svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" viewBox="5 8 14 8" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="folder-icon"><polyline points="6 9 12 15 18 9"></polyline></svg><div data-folderpath="Personal/Journal/2022/W50"><button class="folder-button"><span class="folder-title">W50</span></button></div></div><div class="folder-outer "><ul style="padding-left:1.4rem;" class="content" data-folderul="Personal/Journal/2022/W50"><li><a href="../../../Personal/Journal/2022/W50/2022-12-12" data-for="Personal/Journal/2022/W50/2022-12-12">2022-12-12</a></li></ul></div></li></ul></div></li><li><div class="folder-container"><svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" viewBox="5 8 14 8" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="folder-icon"><polyline points="6 9 12 15 18 9"></polyline></svg><div data-folderpath="Personal/Journal/2023"><button class="folder-button"><span class="folder-title">2023</span></button></div></div><div class="folder-outer "><ul style="padding-left:1.4rem;" class="content" data-folderul="Personal/Journal/2023"><li><div class="folder-container"><svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" viewBox="5 8 14 8" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="folder-icon"><polyline points="6 9 12 15 18 9"></polyline></svg><div data-folderpath="Personal/Journal/2023/W2"><button class="folder-button"><span class="folder-title">W2</span></button></div></div><div class="folder-outer "><ul style="padding-left:1.4rem;" class="content" data-folderul="Personal/Journal/2023/W2"><li><a href="../../../Personal/Journal/2023/W2/2023-W2" data-for="Personal/Journal/2023/W2/2023-W2">2023-W2</a></li></ul></div></li><li><div class="folder-container"><svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" viewBox="5 8 14 8" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="folder-icon"><polyline points="6 9 12 15 18 9"></polyline></svg><div data-folderpath="Personal/Journal/2023/W3"><button class="folder-button"><span class="folder-title">W3</span></button></div></div><div class="folder-outer "><ul style="padding-left:1.4rem;" class="content" data-folderul="Personal/Journal/2023/W3"><li><a href="../../../Personal/Journal/2023/W3/2023-01-16" data-for="Personal/Journal/2023/W3/2023-01-16">2023-01-16</a></li><li><a href="../../../Personal/Journal/2023/W3/2023-01-18" data-for="Personal/Journal/2023/W3/2023-01-18">2023-01-18</a></li></ul></div></li><li><div class="folder-container"><svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" viewBox="5 8 14 8" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="folder-icon"><polyline points="6 9 12 15 18 9"></polyline></svg><div data-folderpath="Personal/Journal/2023/W5"><button class="folder-button"><span class="folder-title">W5</span></button></div></div><div class="folder-outer "><ul style="padding-left:1.4rem;" class="content" data-folderul="Personal/Journal/2023/W5"><li><a href="../../../Personal/Journal/2023/W5/2023-W5" data-for="Personal/Journal/2023/W5/2023-W5">2023-W5</a></li></ul></div></li><li><div class="folder-container"><svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" viewBox="5 8 14 8" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="folder-icon"><polyline points="6 9 12 15 18 9"></polyline></svg><div data-folderpath="Personal/Journal/2023/W6"><button class="folder-button"><span class="folder-title">W6</span></button></div></div><div class="folder-outer "><ul style="padding-left:1.4rem;" class="content" data-folderul="Personal/Journal/2023/W6"><li><a href="../../../Personal/Journal/2023/W6/2023-W6" data-for="Personal/Journal/2023/W6/2023-W6">2023-W6</a></li></ul></div></li><li><div class="folder-container"><svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" viewBox="5 8 14 8" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="folder-icon"><polyline points="6 9 12 15 18 9"></polyline></svg><div data-folderpath="Personal/Journal/2023/W7"><button class="folder-button"><span class="folder-title">W7</span></button></div></div><div class="folder-outer "><ul style="padding-left:1.4rem;" class="content" data-folderul="Personal/Journal/2023/W7"><li><a href="../../../Personal/Journal/2023/W7/2023-02-14" data-for="Personal/Journal/2023/W7/2023-02-14">2023-02-14</a></li><li><a href="../../../Personal/Journal/2023/W7/2023-02-15" data-for="Personal/Journal/2023/W7/2023-02-15">2023-02-15</a></li><li><a href="../../../Personal/Journal/2023/W7/2023-02-16" data-for="Personal/Journal/2023/W7/2023-02-16">2023-02-16</a></li></ul></div></li><li><div class="folder-container"><svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" viewBox="5 8 14 8" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="folder-icon"><polyline points="6 9 12 15 18 9"></polyline></svg><div data-folderpath="Personal/Journal/2023/W8"><button class="folder-button"><span class="folder-title">W8</span></button></div></div><div class="folder-outer "><ul style="padding-left:1.4rem;" class="content" data-folderul="Personal/Journal/2023/W8"><li><a href="../../../Personal/Journal/2023/W8/2023-02-20" data-for="Personal/Journal/2023/W8/2023-02-20">2023-02-20</a></li><li><a href="../../../Personal/Journal/2023/W8/2023-02-22" data-for="Personal/Journal/2023/W8/2023-02-22">2023-02-22</a></li></ul></div></li><li><div class="folder-container"><svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" viewBox="5 8 14 8" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="folder-icon"><polyline points="6 9 12 15 18 9"></polyline></svg><div data-folderpath="Personal/Journal/2023/W10"><button class="folder-button"><span class="folder-title">W10</span></button></div></div><div class="folder-outer "><ul style="padding-left:1.4rem;" class="content" data-folderul="Personal/Journal/2023/W10"><li><a href="../../../Personal/Journal/2023/W10/2023-W10" data-for="Personal/Journal/2023/W10/2023-W10">2023-W10</a></li></ul></div></li><li><div class="folder-container"><svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" viewBox="5 8 14 8" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="folder-icon"><polyline points="6 9 12 15 18 9"></polyline></svg><div data-folderpath="Personal/Journal/2023/W12"><button class="folder-button"><span class="folder-title">W12</span></button></div></div><div class="folder-outer "><ul style="padding-left:1.4rem;" class="content" data-folderul="Personal/Journal/2023/W12"><li><a href="../../../Personal/Journal/2023/W12/2023-03-20" data-for="Personal/Journal/2023/W12/2023-03-20">2023-03-20</a></li><li><a href="../../../Personal/Journal/2023/W12/2023-03-21" data-for="Personal/Journal/2023/W12/2023-03-21">2023-03-21</a></li><li><a href="../../../Personal/Journal/2023/W12/2023-W12" data-for="Personal/Journal/2023/W12/2023-W12">2023-W12</a></li></ul></div></li><li><div class="folder-container"><svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" viewBox="5 8 14 8" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="folder-icon"><polyline points="6 9 12 15 18 9"></polyline></svg><div data-folderpath="Personal/Journal/2023/W14"><button class="folder-button"><span class="folder-title">W14</span></button></div></div><div class="folder-outer "><ul style="padding-left:1.4rem;" class="content" data-folderul="Personal/Journal/2023/W14"><li><a href="../../../Personal/Journal/2023/W14/2023-04-08" data-for="Personal/Journal/2023/W14/2023-04-08">2023-04-08</a></li><li><a href="../../../Personal/Journal/2023/W14/2023-W14" data-for="Personal/Journal/2023/W14/2023-W14">2023-W14</a></li></ul></div></li><li><div class="folder-container"><svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" viewBox="5 8 14 8" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="folder-icon"><polyline points="6 9 12 15 18 9"></polyline></svg><div data-folderpath="Personal/Journal/2023/W16"><button class="folder-button"><span class="folder-title">W16</span></button></div></div><div class="folder-outer "><ul style="padding-left:1.4rem;" class="content" data-folderul="Personal/Journal/2023/W16"><li><a href="../../../Personal/Journal/2023/W16/2023-04-21" data-for="Personal/Journal/2023/W16/2023-04-21">2023-04-21</a></li><li><a href="../../../Personal/Journal/2023/W16/2023-04-23" data-for="Personal/Journal/2023/W16/2023-04-23">2023-04-23</a></li></ul></div></li><li><div class="folder-container"><svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" viewBox="5 8 14 8" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="folder-icon"><polyline points="6 9 12 15 18 9"></polyline></svg><div data-folderpath="Personal/Journal/2023/W22"><button class="folder-button"><span class="folder-title">W22</span></button></div></div><div class="folder-outer "><ul style="padding-left:1.4rem;" class="content" data-folderul="Personal/Journal/2023/W22"><li><a href="../../../Personal/Journal/2023/W22/2023-05-31" data-for="Personal/Journal/2023/W22/2023-05-31">2023-05-31</a></li><li><a href="../../../Personal/Journal/2023/W22/2023-06-01" data-for="Personal/Journal/2023/W22/2023-06-01">2023-06-01</a></li><li><a href="../../../Personal/Journal/2023/W22/2023-W22" data-for="Personal/Journal/2023/W22/2023-W22">2023-W22</a></li></ul></div></li><li><div class="folder-container"><svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" viewBox="5 8 14 8" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="folder-icon"><polyline points="6 9 12 15 18 9"></polyline></svg><div data-folderpath="Personal/Journal/2023/W23"><button class="folder-button"><span class="folder-title">W23</span></button></div></div><div class="folder-outer "><ul style="padding-left:1.4rem;" class="content" data-folderul="Personal/Journal/2023/W23"><li><a href="../../../Personal/Journal/2023/W23/2023-06-05" data-for="Personal/Journal/2023/W23/2023-06-05">2023-06-05</a></li><li><a href="../../../Personal/Journal/2023/W23/2023-06-08" data-for="Personal/Journal/2023/W23/2023-06-08">2023-06-08</a></li><li><a href="../../../Personal/Journal/2023/W23/2023-W23" data-for="Personal/Journal/2023/W23/2023-W23">2023-W23</a></li></ul></div></li><li><div class="folder-container"><svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" viewBox="5 8 14 8" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="folder-icon"><polyline points="6 9 12 15 18 9"></polyline></svg><div data-folderpath="Personal/Journal/2023/W24"><button class="folder-button"><span class="folder-title">W24</span></button></div></div><div class="folder-outer "><ul style="padding-left:1.4rem;" class="content" data-folderul="Personal/Journal/2023/W24"><li><a href="../../../Personal/Journal/2023/W24/2023-06-12" data-for="Personal/Journal/2023/W24/2023-06-12">2023-06-12</a></li><li><a href="../../../Personal/Journal/2023/W24/2023-06-13" data-for="Personal/Journal/2023/W24/2023-06-13">2023-06-13</a></li><li><a href="../../../Personal/Journal/2023/W24/2023-06-15" data-for="Personal/Journal/2023/W24/2023-06-15">2023-06-15</a></li><li><a href="../../../Personal/Journal/2023/W24/2023-W24" data-for="Personal/Journal/2023/W24/2023-W24">2023-W24</a></li></ul></div></li><li><div class="folder-container"><svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" viewBox="5 8 14 8" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="folder-icon"><polyline points="6 9 12 15 18 9"></polyline></svg><div data-folderpath="Personal/Journal/2023/W25"><button class="folder-button"><span class="folder-title">W25</span></button></div></div><div class="folder-outer "><ul style="padding-left:1.4rem;" class="content" 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href="../../../Technology/OperatingSystem/Linux/2.安装/Linux-发行版镜像" data-for="Technology/OperatingSystem/Linux/2.安装/Linux-发行版镜像">Linux 发行版镜像</a></li><li><a href="../../../Technology/OperatingSystem/Linux/2.安装/Linux-安装和配置" data-for="Technology/OperatingSystem/Linux/2.安装/Linux-安装和配置">Linux 安装和配置</a></li><li><a href="../../../Technology/OperatingSystem/Linux/2.安装/Linux-无法启动排查指南" data-for="Technology/OperatingSystem/Linux/2.安装/Linux-无法启动排查指南">Linux 无法启动排查指南</a></li></ul></div></li><li><div class="folder-container"><svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" viewBox="5 8 14 8" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="folder-icon"><polyline points="6 9 12 15 18 9"></polyline></svg><div data-folderpath="Technology/OperatingSystem/Linux/3.基础操作"><button class="folder-button"><span class="folder-title">3.基础操作</span></button></div></div><div class="folder-outer "><ul style="padding-left:1.4rem;" class="content" 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data-for="Technology/OperatingSystem/Linux/4.系统管理/Linux-服务管理">Linux 服务管理</a></li><li><a href="../../../Technology/OperatingSystem/Linux/4.系统管理/Linux-系统启动详解" data-for="Technology/OperatingSystem/Linux/4.系统管理/Linux-系统启动详解">Linux 服务管理</a></li></ul></div></li><li><div class="folder-container"><svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" viewBox="5 8 14 8" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="folder-icon"><polyline points="6 9 12 15 18 9"></polyline></svg><div data-folderpath="Technology/OperatingSystem/Linux/5.安全配置"><button class="folder-button"><span class="folder-title">5.安全配置</span></button></div></div><div class="folder-outer "><ul style="padding-left:1.4rem;" class="content" data-folderul="Technology/OperatingSystem/Linux/5.安全配置"><li><a href="../../../Technology/OperatingSystem/Linux/5.安全配置/Linux-系统安全与防护" data-for="Technology/OperatingSystem/Linux/5.安全配置/Linux-系统安全与防护">Linux 系统安全与防护</a></li></ul></div></li><li><div class="folder-container"><svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" viewBox="5 8 14 8" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="folder-icon"><polyline points="6 9 12 15 18 9"></polyline></svg><div data-folderpath="Technology/OperatingSystem/Linux/6.网络管理"><button class="folder-button"><span class="folder-title">6.网络管理</span></button></div></div><div class="folder-outer "><ul style="padding-left:1.4rem;" class="content" data-folderul="Technology/OperatingSystem/Linux/6.网络管理"><li><a href="../../../Technology/OperatingSystem/Linux/6.网络管理/Linux-网络管理" data-for="Technology/OperatingSystem/Linux/6.网络管理/Linux-网络管理">Linux 网络管理</a></li></ul></div></li><li><div class="folder-container"><svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" viewBox="5 8 14 8" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="folder-icon"><polyline points="6 9 12 15 18 9"></polyline></svg><div data-folderpath="Technology/OperatingSystem/Linux/7.存储管理"><button class="folder-button"><span class="folder-title">7.存储管理</span></button></div></div><div class="folder-outer "><ul style="padding-left:1.4rem;" class="content" data-folderul="Technology/OperatingSystem/Linux/7.存储管理"><li><a href="../../../Technology/OperatingSystem/Linux/7.存储管理/Linux-文件系统" data-for="Technology/OperatingSystem/Linux/7.存储管理/Linux-文件系统">Linux 文件系统</a></li></ul></div></li></ul></div></li><li><div class="folder-container"><svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" viewBox="5 8 14 8" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="folder-icon"><polyline points="6 9 12 15 18 9"></polyline></svg><div data-folderpath="Technology/OperatingSystem/Virtualization"><button class="folder-button"><span class="folder-title">Virtualization</span></button></div></div><div 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KVM 性能优化</a></li><li><a href="../../../Technology/OperatingSystem/Virtualization/2.KVM虚拟化/7.-KVM-系统监控" data-for="Technology/OperatingSystem/Virtualization/2.KVM虚拟化/7.-KVM-系统监控">7. KVM 系统监控</a></li></ul></div></li></ul></div></li><li><div class="folder-container"><svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" viewBox="5 8 14 8" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="folder-icon"><polyline points="6 9 12 15 18 9"></polyline></svg><div data-folderpath="Technology/OperatingSystem/Windows"><button class="folder-button"><span class="folder-title">Windows</span></button></div></div><div class="folder-outer "><ul style="padding-left:1.4rem;" class="content" data-folderul="Technology/OperatingSystem/Windows"><li><div class="folder-container"><svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" viewBox="5 8 14 8" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="folder-icon"><polyline points="6 9 12 15 18 9"></polyline></svg><div data-folderpath="Technology/OperatingSystem/Windows/文化"><button class="folder-button"><span 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data-for="Technology/ProgrammingLanguage/Python/文化/生命周期">生命周期</a></li><li><a href="../../../Technology/ProgrammingLanguage/Python/文化/社区文化" data-for="Technology/ProgrammingLanguage/Python/文化/社区文化">社区文化</a></li><li><a href="../../../Technology/ProgrammingLanguage/Python/文化/设计哲学" data-for="Technology/ProgrammingLanguage/Python/文化/设计哲学">设计哲学</a></li><li><a href="../../../Technology/ProgrammingLanguage/Python/文化/语言特性" data-for="Technology/ProgrammingLanguage/Python/文化/语言特性">语言特性</a></li></ul></div></li><li><div class="folder-container"><svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" viewBox="5 8 14 8" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="folder-icon"><polyline points="6 9 12 15 18 9"></polyline></svg><div data-folderpath="Technology/ProgrammingLanguage/Python/模块"><button class="folder-button"><span class="folder-title">模块</span></button></div></div><div class="folder-outer "><ul style="padding-left:1.4rem;" 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