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<!-- toc -->
<ul>
<li><a href="#%E6%95%B0%E6%8D%AE%E7%BB%93%E6%9E%84%E7%AB%A0%E8%8A%82">数据结构章节</a><ul>
<li><a href="#sds-%E6%95%B0%E6%8D%AE%E7%BB%93%E6%9E%84">SDS 数据结构</a><ul>
<li><a href="#1-%E7%A9%BA%E9%97%B4%E9%A2%84%E5%88%86%E9%85%8D">1、空间预分配</a></li>
<li><a href="#2-%E6%83%B0%E6%80%A7%E7%A9%BA%E9%97%B4%E9%87%8A%E6%94%BE">2、惰性空间释放</a></li>
<li><a href="#3-%E4%BA%8C%E8%BF%9B%E5%88%B6%E5%AE%89%E5%85%A8">3、二进制安全</a></li>
<li><a href="#4-%E5%85%BC%E5%AE%B9%E9%83%A8%E5%88%86c%E5%AD%97%E7%AC%A6%E4%B8%B2%E5%87%BD%E6%95%B0">4、兼容部分C字符串函数</a></li>
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<!-- tocstop -->
<h1><span id="数据结构章节">数据结构章节</span></h1><ul>
<li>数据库键总是一个字符串对象</li>
<li>数据库键的值可以是：<ul>
<li>字符串对象</li>
<li>列表对象 list object </li>
<li>哈希对象 hash object</li>
<li>集合对象 set object</li>
<li>有序集合对象 sorted set object</li>
</ul>
</li>
</ul>
<h2><span id="sds-数据结构">SDS 数据结构</span></h2><ul>
<li><p>redis 使用的一种名为简单动态字符串（simple dynamic string ， SDS）的抽象类型，</p>
<p>用作redis的默认字符串标识。</p>
</li>
</ul>
<figure class="highlight c++"><table><tr><td class="gutter"><pre><span class="line">1</span><br><span class="line">2</span><br><span class="line">3</span><br><span class="line">4</span><br><span class="line">5</span><br><span class="line">6</span><br><span class="line">7</span><br><span class="line">8</span><br><span class="line">9</span><br><span class="line">10</span><br><span class="line">11</span><br><span class="line">12</span><br></pre></td><td class="code"><pre><span class="line"><span class="class"><span class="keyword">struct</span> <span class="title">sdshdr</span> {</span></span><br><span class="line"> </span><br><span class="line"> <span class="comment">//记录buf 数组总已使用的字节的数量</span></span><br><span class="line"> <span class="comment">//等于SDS所保存的字符串的长度</span></span><br><span class="line"> <span class="keyword">int</span> len;</span><br><span class="line"> </span><br><span class="line"> <span class="comment">// 记录buf数组中未使用的字节的数量</span></span><br><span class="line"> <span class="keyword">int</span> <span class="built_in">free</span>;</span><br><span class="line"> </span><br><span class="line"> <span class="comment">// 字节数组，用于保存字符串（字节数组，字符数组，勿混淆）</span></span><br><span class="line"> <span class="keyword">char</span> buf[]</span><br><span class="line">}</span><br></pre></td></tr></table></figure>
<ul>
<li><p><img src="C:\Users\Cxiansheng\AppData\Roaming\Typora\typora-user-images\image-20210108135408987.png" alt="image-20210108135408987"></p>
<p>如果执行<code> sdscat(s, " Cluster");</code></p>
<p>目前s的空间不足以拼接，遂sdscat 会先扩展s的空间，然后再执行拼接操作。</p>
<p>拼接完成后的SDS如下图：</p>
<p><img src="C:\Users\Cxiansheng\AppData\Roaming\Typora\typora-user-images\image-20210108135429257.png" alt="image-20210108135429257"></p>
<p><strong>sdscat 不仅对这个SDS 进行了拼接的操作，还为SDS分配了13字节的未使用空间，并且拼接之后的字符串也正好是13字节长， 这不是BUG也不是巧合，她和SDS的空间分配策略有关</strong></p>
</li>
</ul>
<ul>
<li><p>普通的C字符串的缺陷：</p>
<p>因为C字符串并不记录自身的长度，所以对于一个包含了N个字符的C字符串来说，底层实现总是一个N+1个字符长的数组。</p>
<p>因此，每次增长或缩短一个C字符串，程序都总要对保存这个C字符串的数组进行一次内存分重分配的操作：</p>
<ul>
<li>如果程序执行的是增长字符串的操作，比如拼接操作，那么程序需要在执行操作之前先通过内存重分配来 <strong>扩展底层数组的空间大小</strong>——如果忘记这一步， 就会产生 <strong>缓冲区溢出</strong></li>
<li>如果程序执行的是缩短字符串的操作，比如截断操作，那么程序需要再执行操作之前先通过内存重分配来 <strong>释放字符串不再使用的那部分空间</strong>——如果忘记这一步，就会产生 <strong>内存泄漏</strong></li>
</ul>
</li>
</ul>
<p><strong>因为内存重分配涉及复杂的算法<em>（具体是什么呢？待了解）</em></strong>并且可能需要执行系统调用，所以它通常是一个比较耗时的操作。</p>
<p>所以，为了避免C字符串的这种缺陷，SDS通过未使用空间解除了字符串长度和低层数组长度之间的关联：<strong>在SDS中，buf数组的长度不一定就是字符数量加一，数组里面可以包含没使用的字节，由SDS的free属性记录</strong></p>
<p>通过未使用空间，SDS实现了空间预分配和惰性空间释放的两种优化策略。</p>
<h3><span id="1-空间预分配">1、空间预分配</span></h3><ul>
<li><p>空间预分配用于优化SDS的字符串增长操作：当SDS的API 对一个SDS进行修改，并且需要对SDS进行空间扩展的时候，程序不仅会为SDS分配修改所必须要的空间，还会为SDS分配额外的未使用空间。</p>
<p>其中，额外分配的未使用空间数量由一下公式决定：</p>
<ul>
<li><p>如果对SDS进行修改后，SDS的长度（len属性的值）将小于1MB,那么程序分配和len属性同样大小的未使用空间，即free 和 len 值相同，eg：如果进行修改后SDS的len将变成13字节，那么free 也将是13 ，那SDS的buf数组的实际长度将变为：</p>
<p>13+13+1=27字节（<strong>不要忘记最后一个字节的空字符</strong>）</p>
</li>
<li><p>如果对SDS进行修改之后，SDS的长度将大于等于1MB，那么程序将会分配1MB的未使用空间</p>
</li>
<li><p><strong>总结：free 的大小在SDS进行空间扩展时，将会变化成不超过1MB的数值</strong></p>
</li>
</ul>
</li>
<li><p>案例：</p>
<p><img src="C:\Users\Cxiansheng\AppData\Roaming\Typora\typora-user-images\image-20210108135452772.png" alt="image-20210108135452772"></p>
<p>执行<code>sdscat(s, " Cluster");</code></p>
<p><img src="C:\Users\Cxiansheng\AppData\Roaming\Typora\typora-user-images\image-20210108135505730.png" alt="image-20210108135505730"></p>
<p>执行<code>sdscat(s, " Tutorial");</code></p>
<p><img src="C:\Users\Cxiansheng\AppData\Roaming\Typora\typora-user-images\image-20210108135514445.png" alt="image-20210108135514445"></p>
</li>
</ul>
<p><strong>注意三张图中，free，len，buf的内容变化！</strong></p>
<p>在扩展SDS空间之前，SDS API 会先检查未使用空间是否足够，如果足够，API就会直接使用未使用空间，而无需执行内存重分配</p>
<p>通过这种预分配策略，SDS将连续增长N次字符串所需的内存重分配次数从 <strong>必定N次降低为最多N次</strong></p>
<h3><span id="2-惰性空间释放">2、惰性空间释放</span></h3><ul>
<li><p>惰性空间释放用于优化SDS的字符串缩短操作：当SDS 的API需要缩短SDS保存的字符串时，程序并不立即使用内存重分配来回收缩短后多出来的字节，而是使用free属性将这些字节的数量记录起来，并等待将来使用。</p>
</li>
<li><p>案例：</p>
<p>sdstrim 函数接收一个SDS和一个C 字符串作为参数，移出SDS中所有在C 字符串中出现过的字符。</p>
<p><img src="C:\Users\Cxiansheng\AppData\Roaming\Typora\typora-user-images\image-20210108135538868.png" alt="image-20210108135538868"></p>
<p>执行<code>sdstrim(s, "XY"); //移出SDS字符串中所有的'X'和'Y'</code></p>
<p><img src="C:\Users\Cxiansheng\AppData\Roaming\Typora\typora-user-images\image-20210108135552579.png" alt="image-20210108135552579"></p>
<p>观察free的值变化，执行了sdstrim之后SDS并没有释放多出来的8字节口径建，而是将这8字节空间作为未使用空间保留在了SDS中，之后如果要对SDS进行增长操作的话，就能用上了。</p>
</li>
</ul>
<p> 接着执行<code>sdscat(s, " Redis")；</code></p>
<p> <img src="C:\Users\Cxiansheng\AppData\Roaming\Typora\typora-user-images\image-20210108135602380.png" alt="image-20210108135602380"></p>
<p> 通过惰性空间释放策略，SDS避免了缩短字符串时所需的内存你分配操作，并为将来可能有的正常操作提供了优化。</p>
<p> 当然，SDS也提供了响应的API（<strong>学习源码时留意一下</strong>），让我们可以真正的释放SDS的未使用空间， 所以不用担心策略造成的内存浪费</p>
<h3><span id="3-二进制安全">3、二进制安全</span></h3><p>注意到SDS 数据结构中的buf数组吗？注释写的是<strong>字节数组</strong>而非<strong>字符数组</strong></p>
<p>因为len属性的存在，SDS是使用len的值而不是使用空字符来判断字符串是否结束，</p>
<p>所以buf数组里可以存放二进制数据，而不用担心像C字符串那样，读取遇到空字符就结束了。</p>
<p>并且，SDS的API都是二进制安全的，所有的SDS API都会以处理二进制的方式来处理buf数组里的数据</p>
<h3><span id="4-兼容部分c字符串函数">4、兼容部分C字符串函数</span></h3><p>SDS的API同样遵循C字符串以空字符结尾的惯例：这些API总会将SDS保存的数据的末尾设置为空字符，并且总会在为buf数组分配空间时多分配一个字节来容纳这个空字符，这是为了让那些保存了文本数据的SDS可以重用一部分<string.h> 库定义的函数。</p>
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<a class="article-title" href="/2021/01/08/hello-world/">Hello World</a>
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<time datetime="2021-01-08T06:27:47.877Z" itemprop="datePublished"><i class="icon-calendar icon"></i>2021-01-08</time>
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<p>Welcome to <a target="_blank" rel="noopener" href="https://hexo.io/">Hexo</a>! This is your very first post. Check <a target="_blank" rel="noopener" href="https://hexo.io/docs/">documentation</a> for more info. If you get any problems when using Hexo, you can find the answer in <a target="_blank" rel="noopener" href="https://hexo.io/docs/troubleshooting.html">troubleshooting</a> or you can ask me on <a target="_blank" rel="noopener" href="https://github.com/hexojs/hexo/issues">GitHub</a>.</p>
<h2><span id="quick-start">Quick Start</span></h2><h3><span id="create-a-new-post">Create a new post</span></h3><figure class="highlight bash"><table><tr><td class="gutter"><pre><span class="line">1</span><br></pre></td><td class="code"><pre><span class="line">$ hexo new <span class="string">"My New Post"</span></span><br></pre></td></tr></table></figure>
<p>More info: <a target="_blank" rel="noopener" href="https://hexo.io/docs/writing.html">Writing</a></p>
<h3><span id="run-server">Run server</span></h3><figure class="highlight bash"><table><tr><td class="gutter"><pre><span class="line">1</span><br></pre></td><td class="code"><pre><span class="line">$ hexo server</span><br></pre></td></tr></table></figure>
<p>More info: <a target="_blank" rel="noopener" href="https://hexo.io/docs/server.html">Server</a></p>
<h3><span id="generate-static-files">Generate static files</span></h3><figure class="highlight bash"><table><tr><td class="gutter"><pre><span class="line">1</span><br></pre></td><td class="code"><pre><span class="line">$ hexo generate</span><br></pre></td></tr></table></figure>
<p>More info: <a target="_blank" rel="noopener" href="https://hexo.io/docs/generating.html">Generating</a></p>
<h3><span id="deploy-to-remote-sites">Deploy to remote sites</span></h3><figure class="highlight bash"><table><tr><td class="gutter"><pre><span class="line">1</span><br></pre></td><td class="code"><pre><span class="line">$ hexo deploy</span><br></pre></td></tr></table></figure>
<p>More info: <a target="_blank" rel="noopener" href="https://hexo.io/docs/one-command-deployment.html">Deployment</a></p>
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<a class="article-more-a" href="/2021/01/08/hello-world/">展开全文 >></a>
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缺失模块。<br/>1、请确保node版本大于6.2<br/>2、在博客根目录（注意不是yilia根目录）执行以下命令：<br/> npm i hexo-generator-json-content --save<br/><br/>
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<a href="http://localhost:4000/" target="_blank" class="search-title"><i class="icon-quo-left icon"></i>友情链接6</a>
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<div class="aboutme-wrap" id="js-aboutme">很惭愧<br><br>只做了一点微小的工作<br>谢谢大家</div>
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