<rss xmlns:atom="http://www.w3.org/2005/Atom" version="2.0"><channel><title>Python - Tag - 300.Watts</title><link>https://300watts.me/tags/python/</link><description>Python - Tag - 300.Watts</description><generator>Hugo -- gohugo.io</generator><language>en</language><managingEditor>morristai01@gmail.com (Morris)</managingEditor><webMaster>morristai01@gmail.com (Morris)</webMaster><copyright>This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.</copyright><lastBuildDate>Sun, 12 May 2019 11:46:56 +0800</lastBuildDate><atom:link href="https://300watts.me/tags/python/" rel="self" type="application/rss+xml"/><item><title>Common Python and C++11 usage comparison</title><link>https://300watts.me/posts/common-python-and-c-11-usage-comparison/</link><pubDate>Sun, 12 May 2019 11:46:56 +0800</pubDate><author><name>Morris</name></author><guid>https://300watts.me/posts/common-python-and-c-11-usage-comparison/</guid><description><![CDATA[<p><a href="https://gist.github.com/morristai/7c7c42c128177e8f4110cffa97e8fb7f" target="_blank" rel="noopener noreferrer">My Gist</a></p>
<h2 id="define-variables" class="headerLink">
    <a href="#define-variables" class="header-mark"></a>Define Variables</h2><ul>
<li>Python</li>
</ul>
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  <pre style="counter-reset: codeblock;" class="tw:block tw:m-0 tw:p-0"><code 
    id="codeblock-id-1" 
    class="
      chroma 
      tw:block! 
      tw:p-0
      tw:m-0
      tw:transition-[max-height] 
      tw:duration-500 
      tw:ease-in-out 
      tw:group-[.is-closed]:max-h-0! 
      tw:group-[.is-wrap]:text-wrap
      tw:overflow-y-hidden
      tw:overflow-x-auto
      tw:scrollbar-thin
      "><span class="line"><span class="cl"><span class="n">a</span> <span class="o">=</span> <span class="mi">1</span>
</span></span><span class="line"><span class="cl"><span class="n">b</span> <span class="o">=</span> <span class="mf">0.0</span>
</span></span><span class="line"><span class="cl"><span class="n">c</span> <span class="o">=</span> <span class="s1">&#39;xxx&#39;</span></span></span></code></pre>
</div>
<ul>
<li>C++</li>
</ul>
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  <pre style="counter-reset: codeblock;" class="tw:block tw:m-0 tw:p-0"><code 
    id="codeblock-id-2" 
    class="
      chroma 
      tw:block! 
      tw:p-0
      tw:m-0
      tw:transition-[max-height] 
      tw:duration-500 
      tw:ease-in-out 
      tw:group-[.is-closed]:max-h-0! 
      tw:group-[.is-wrap]:text-wrap
      tw:overflow-y-hidden
      tw:overflow-x-auto
      tw:scrollbar-thin
      "><span class="line"><span class="cl"><span class="kt">int</span> <span class="n">a</span> <span class="o">=</span> <span class="mi">1</span><span class="p">;</span>
</span></span><span class="line"><span class="cl"><span class="k">auto</span> <span class="n">a</span> <span class="o">=</span> <span class="mi">1</span><span class="p">;</span>
</span></span><span class="line"><span class="cl"><span class="kt">double</span> <span class="n">b</span> <span class="o">=</span> <span class="mf">0.0</span><span class="p">;</span>
</span></span><span class="line"><span class="cl"><span class="k">auto</span> <span class="n">b</span> <span class="o">=</span> <span class="mf">0.0</span><span class="p">;</span>
</span></span><span class="line"><span class="cl"><span class="k">const</span> <span class="kt">char</span> <span class="n">c</span><span class="p">[]</span> <span class="o">=</span> <span class="s">&#34;xxx&#34;</span><span class="p">;</span> <span class="c1">// C string (char array)
</span></span></span><span class="line"><span class="cl"><span class="k">const</span> <span class="kt">char</span><span class="o">*</span> <span class="n">c</span> <span class="o">=</span> <span class="s">&#34;xxx&#34;</span><span class="p">;</span>  <span class="c1">// C string (pointer)
</span></span></span><span class="line"><span class="cl"><span class="n">std</span><span class="o">::</span><span class="n">string</span> <span class="n">c</span> <span class="o">=</span> <span class="s">&#34;xxx&#34;</span><span class="p">;</span>
</span></span><span class="line"><span class="cl"><span class="n">std</span><span class="o">::</span><span class="n">string</span> <span class="n">c</span><span class="p">(</span><span class="s">&#34;xxx&#34;</span><span class="p">);</span>
</span></span><span class="line"><span class="cl"><span class="n">std</span><span class="o">::</span><span class="n">string</span> <span class="n">c</span><span class="p">{</span><span class="s">&#34;xxx&#34;</span><span class="p">};</span></span></span></code></pre>
</div>
<h2 id="variable-scopes" class="headerLink">
    <a href="#variable-scopes" class="header-mark"></a>Variable Scopes</h2><ul>
<li>Python</li>
</ul>
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  <pre style="counter-reset: codeblock;" class="tw:block tw:m-0 tw:p-0"><code 
    id="codeblock-id-3" 
    class="
      chroma 
      tw:block! 
      tw:p-0
      tw:m-0
      tw:transition-[max-height] 
      tw:duration-500 
      tw:ease-in-out 
      tw:group-[.is-closed]:max-h-0! 
      tw:group-[.is-wrap]:text-wrap
      tw:overflow-y-hidden
      tw:overflow-x-auto
      tw:scrollbar-thin
      "><span class="line"><span class="cl"><span class="n">global_var1</span> <span class="o">=</span> <span class="mi">1</span>
</span></span><span class="line"><span class="cl"><span class="k">def</span> <span class="nf">func</span><span class="p">(</span><span class="n">arg</span><span class="p">):</span>
</span></span><span class="line"><span class="cl">    <span class="n">local_var</span> <span class="o">=</span> <span class="mi">2</span>
</span></span><span class="line"><span class="cl">    <span class="k">global</span> <span class="n">global_var2</span>
</span></span><span class="line"><span class="cl">    <span class="n">global_var2</span> <span class="o">=</span> <span class="s1">&#39;xxx&#39;</span> <span class="c1"># global</span>
</span></span><span class="line"><span class="cl"><span class="k">if</span> <span class="n">arg</span><span class="p">:</span>
</span></span><span class="line"><span class="cl">    <span class="n">local_var2</span> <span class="o">=</span> <span class="mf">0.5</span> <span class="c1"># scope: function</span>
</span></span><span class="line"><span class="cl">    <span class="o">...</span>
</span></span><span class="line"><span class="cl">    <span class="c1"># if arg evaluates to True,</span>
</span></span><span class="line"><span class="cl">    <span class="c1"># local_var2 is still accessible here.</span>
</span></span><span class="line"><span class="cl">    <span class="k">return</span> <span class="kc">False</span></span></span></code></pre>
</div>
<ul>
<li>C++</li>
</ul>
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  <pre style="counter-reset: codeblock;" class="tw:block tw:m-0 tw:p-0"><code 
    id="codeblock-id-4" 
    class="
      chroma 
      tw:block! 
      tw:p-0
      tw:m-0
      tw:transition-[max-height] 
      tw:duration-500 
      tw:ease-in-out 
      tw:group-[.is-closed]:max-h-0! 
      tw:group-[.is-wrap]:text-wrap
      tw:overflow-y-hidden
      tw:overflow-x-auto
      tw:scrollbar-thin
      "><span class="line"><span class="cl"><span class="kt">int</span> <span class="n">global_var1</span> <span class="o">=</span> <span class="mi">1</span><span class="p">;</span> <span class="c1">// global
</span></span></span><span class="line"><span class="cl"><span class="k">static</span> <span class="n">std</span><span class="o">::</span><span class="n">string</span> <span class="n">global_var2</span><span class="p">;</span> <span class="c1">// global in the current file
</span></span></span><span class="line"><span class="cl"><span class="kt">bool</span> <span class="nf">func</span><span class="p">(</span><span class="kt">bool</span> <span class="n">arg</span><span class="p">){</span>
</span></span><span class="line"><span class="cl"><span class="kt">int</span> <span class="n">local_var</span> <span class="o">=</span> <span class="mi">2</span><span class="p">;</span>
</span></span><span class="line"><span class="cl"><span class="n">global_var2</span> <span class="o">=</span> <span class="s">&#34;xxx&#34;</span><span class="p">;</span>
</span></span><span class="line"><span class="cl"><span class="k">if</span><span class="p">(</span><span class="n">arg</span><span class="p">){</span>
</span></span><span class="line"><span class="cl"><span class="kt">double</span> <span class="n">local_var2</span> <span class="o">=</span> <span class="mf">0.5</span><span class="p">;</span> <span class="c1">// scope: if block
</span></span></span><span class="line"><span class="cl"><span class="p">....}</span>
</span></span><span class="line"><span class="cl"><span class="c1">// local_var2 is undefined here}
</span></span></span></code></pre>
</div>
<h2 id="reference" class="headerLink">
    <a href="#reference" class="header-mark"></a>Reference</h2><ul>
<li>Python</li>
</ul>
<div class="code-block highlight is-open show-line-numbers  tw:group tw:my-2">
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    tw:flex-1 
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    ">      
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          <span class="tw:select-none tw:my-1! tw:block">python</span>
      </button>

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  <pre style="counter-reset: codeblock;" class="tw:block tw:m-0 tw:p-0"><code 
    id="codeblock-id-5" 
    class="
      chroma 
      tw:block! 
      tw:p-0
      tw:m-0
      tw:transition-[max-height] 
      tw:duration-500 
      tw:ease-in-out 
      tw:group-[.is-closed]:max-h-0! 
      tw:group-[.is-wrap]:text-wrap
      tw:overflow-y-hidden
      tw:overflow-x-auto
      tw:scrollbar-thin
      "><span class="line"><span class="cl"><span class="n">s1</span> <span class="o">=</span> <span class="p">{</span><span class="s2">&#34;key1&#34;</span> <span class="p">:</span> <span class="mi">100</span><span class="p">}</span>
</span></span><span class="line"><span class="cl"><span class="n">s2</span> <span class="o">=</span> <span class="n">s1</span> <span class="c1"># reference the same object</span>
</span></span><span class="line"><span class="cl"><span class="n">s2</span><span class="p">[</span><span class="s2">&#34;key2&#34;</span><span class="p">]</span> <span class="o">=</span> <span class="mi">200</span>
</span></span><span class="line"><span class="cl"><span class="nb">print</span><span class="p">(</span><span class="n">s1</span><span class="p">[</span><span class="s2">&#34;key1&#34;</span><span class="p">])</span>
</span></span><span class="line"><span class="cl"><span class="c1"># {&#34;key1&#34;:100, &#34;key2&#34;: 200}</span>
</span></span><span class="line"><span class="cl"><span class="n">s2</span> <span class="o">=</span> <span class="p">{}</span> <span class="c1"># s1 is NOT changed, s1 and s2</span>
</span></span><span class="line"><span class="cl">
</span></span><span class="line"><span class="cl"><span class="c1"># reference different objects now</span></span></span></code></pre>
</div>
<ul>
<li>C++</li>
</ul>
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  <pre style="counter-reset: codeblock;" class="tw:block tw:m-0 tw:p-0"><code 
    id="codeblock-id-6" 
    class="
      chroma 
      tw:block! 
      tw:p-0
      tw:m-0
      tw:transition-[max-height] 
      tw:duration-500 
      tw:ease-in-out 
      tw:group-[.is-closed]:max-h-0! 
      tw:group-[.is-wrap]:text-wrap
      tw:overflow-y-hidden
      tw:overflow-x-auto
      tw:scrollbar-thin
      "><span class="line"><span class="cl"><span class="n">std</span><span class="o">::</span><span class="n">unordered_map</span><span class="o">&lt;</span><span class="n">std</span><span class="o">::</span><span class="n">string</span><span class="p">,</span> <span class="kt">int</span><span class="o">&gt;</span> <span class="n">s1</span> <span class="o">=</span> <span class="p">{</span><span class="s">&#34;key1&#34;</span> <span class="o">:</span> <span class="mi">100</span><span class="p">};</span>
</span></span><span class="line"><span class="cl"><span class="n">std</span><span class="o">::</span><span class="n">unordered_map</span><span class="o">&lt;</span><span class="n">std</span><span class="o">::</span><span class="n">string</span><span class="p">,</span> <span class="kt">int</span><span class="o">&gt;</span> <span class="n">s2</span> <span class="o">=</span> <span class="n">s1</span><span class="p">;</span> <span class="c1">// copy the whole object
</span></span></span><span class="line"><span class="cl"><span class="n">std</span><span class="o">::</span><span class="n">unordered_map</span><span class="o">&lt;</span><span class="n">std</span><span class="o">::</span><span class="n">string</span><span class="p">,</span> <span class="kt">int</span><span class="o">&gt;&amp;</span> <span class="n">s2</span> <span class="o">=</span> <span class="n">s1</span><span class="p">;</span> <span class="c1">// reference the same object
</span></span></span><span class="line"><span class="cl"><span class="n">s2</span> <span class="o">=</span> <span class="n">std</span><span class="o">::</span><span class="n">unordered_map</span><span class="o">&lt;</span><span class="n">std</span><span class="o">::</span><span class="n">string</span><span class="p">,</span> <span class="kt">int</span><span class="o">&gt;</span><span class="p">();</span> <span class="c1">// s1 is changed, s1 and s2 still reference the same object
</span></span></span><span class="line"><span class="cl"><span class="c1">// C++ 11
</span></span></span><span class="line"><span class="cl"><span class="k">auto</span> <span class="n">s2</span> <span class="o">=</span> <span class="n">s1</span><span class="p">;</span>  <span class="c1">// copy the whole object (slow)
</span></span></span><span class="line"><span class="cl"><span class="k">auto</span><span class="o">&amp;</span> <span class="n">s2</span> <span class="o">=</span> <span class="n">s1</span><span class="p">;</span> <span class="c1">// reference the same object
</span></span></span><span class="line"><span class="cl"><span class="c1">// Now s2 is a reference to s1
</span></span></span><span class="line"><span class="cl"><span class="k">auto</span> <span class="n">s3</span> <span class="o">=</span> <span class="n">s2</span><span class="p">;</span>  <span class="c1">// copy the whole s1 object. s3 is NOT a reference
</span></span></span><span class="line"><span class="cl"><span class="k">const</span> <span class="k">auto</span><span class="o">&amp;</span> <span class="n">s3</span> <span class="o">=</span> <span class="n">s2</span><span class="p">;</span> <span class="c1">// reference the same s1 object
</span></span></span></code></pre>
</div>
<h2 id="conditional" class="headerLink">
    <a href="#conditional" class="header-mark"></a>Conditional</h2><ul>
<li>Python</li>
</ul>
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        title="Toggle line numbers"><svg class="icon"
    xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!-- Font Awesome Free 5.15.4 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) --><path d="M61.77 401l17.5-20.15a19.92 19.92 0 0 0 5.07-14.19v-3.31C84.34 356 80.5 352 73 352H16a8 8 0 0 0-8 8v16a8 8 0 0 0 8 8h22.83a157.41 157.41 0 0 0-11 12.31l-5.61 7c-4 5.07-5.25 10.13-2.8 14.88l1.05 1.93c3 5.76 6.29 7.88 12.25 7.88h4.73c10.33 0 15.94 2.44 15.94 9.09 0 4.72-4.2 8.22-14.36 8.22a41.54 41.54 0 0 1-15.47-3.12c-6.49-3.88-11.74-3.5-15.6 3.12l-5.59 9.31c-3.72 6.13-3.19 11.72 2.63 15.94 7.71 4.69 20.38 9.44 37 9.44 34.16 0 48.5-22.75 48.5-44.12-.03-14.38-9.12-29.76-28.73-34.88zM496 224H176a16 16 0 0 0-16 16v32a16 16 0 0 0 16 16h320a16 16 0 0 0 16-16v-32a16 16 0 0 0-16-16zm0-160H176a16 16 0 0 0-16 16v32a16 16 0 0 0 16 16h320a16 16 0 0 0 16-16V80a16 16 0 0 0-16-16zm0 320H176a16 16 0 0 0-16 16v32a16 16 0 0 0 16 16h320a16 16 0 0 0 16-16v-32a16 16 0 0 0-16-16zM16 160h64a8 8 0 0 0 8-8v-16a8 8 0 0 0-8-8H64V40a8 8 0 0 0-8-8H32a8 8 0 0 0-7.14 4.42l-8 16A8 8 0 0 0 24 64h8v64H16a8 8 0 0 0-8 8v16a8 8 0 0 0 8 8zm-3.91 160H80a8 8 0 0 0 8-8v-16a8 8 0 0 0-8-8H41.32c3.29-10.29 48.34-18.68 48.34-56.44 0-29.06-25-39.56-44.47-39.56-21.36 0-33.8 10-40.46 18.75-4.37 5.59-3 10.84 2.8 15.37l8.58 6.88c5.61 4.56 11 2.47 16.12-2.44a13.44 13.44 0 0 1 9.46-3.84c3.33 0 9.28 1.56 9.28 8.75C51 248.19 0 257.31 0 304.59v4C0 316 5.08 320 12.09 320z"/></svg></button>

      <button 
        class="
          wrap-code-button
          tw:select-none 
          tw:mx-2 
          tw:hidden 
          tw:group-[.is-open]:block 
          tw:group-[.is-wrap]:text-fgColor-link 
          tw:print:hidden!" 
        title="Toggle code wrap"><svg class="icon"
    xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!-- Font Awesome Free 5.15.4 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) --><path d="M16 132h416c8.837 0 16-7.163 16-16V76c0-8.837-7.163-16-16-16H16C7.163 60 0 67.163 0 76v40c0 8.837 7.163 16 16 16zm0 160h416c8.837 0 16-7.163 16-16v-40c0-8.837-7.163-16-16-16H16c-8.837 0-16 7.163-16 16v40c0 8.837 7.163 16 16 16zm0 160h416c8.837 0 16-7.163 16-16v-40c0-8.837-7.163-16-16-16H16c-8.837 0-16 7.163-16 16v40c0 8.837 7.163 16 16 16z"/></svg></button>
      
      <button 
        class="
          copy-code-button
          tw:select-none
          tw:mx-2 
          tw:hidden
          tw:group-[.is-open]:block
          tw:hover:text-fgColor-link 
          tw:print:hidden!"
        title="Copy code">
          <span class="copy-icon tw:block"><svg class="icon"
    xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!-- Font Awesome Free 5.15.4 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) --><path d="M433.941 65.941l-51.882-51.882A48 48 0 0 0 348.118 0H176c-26.51 0-48 21.49-48 48v48H48c-26.51 0-48 21.49-48 48v320c0 26.51 21.49 48 48 48h224c26.51 0 48-21.49 48-48v-48h80c26.51 0 48-21.49 48-48V99.882a48 48 0 0 0-14.059-33.941zM266 464H54a6 6 0 0 1-6-6V150a6 6 0 0 1 6-6h74v224c0 26.51 21.49 48 48 48h96v42a6 6 0 0 1-6 6zm128-96H182a6 6 0 0 1-6-6V54a6 6 0 0 1 6-6h106v88c0 13.255 10.745 24 24 24h88v202a6 6 0 0 1-6 6zm6-256h-64V48h9.632c1.591 0 3.117.632 4.243 1.757l48.368 48.368a6 6 0 0 1 1.757 4.243V112z"/></svg></span>
          <span class="check-icon tw:hidden"><svg class="icon"
    xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!-- Font Awesome Free 5.15.4 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) --><path d="M173.898 439.404l-166.4-166.4c-9.997-9.997-9.997-26.206 0-36.204l36.203-36.204c9.997-9.998 26.207-9.998 36.204 0L192 312.69 432.095 72.596c9.997-9.997 26.207-9.997 36.204 0l36.203 36.204c9.997 9.997 9.997 26.206 0 36.204l-294.4 294.401c-9.998 9.997-26.207 9.997-36.204-.001z"/></svg></span>
      </button>
        
      <button 
        class="
          tw:select-none 
          tw:mx-2 
          tw:block 
          tw:group-[.is-open]:hidden 
          tw:print:hidden!" 
        disabled
        aria-hidden="true"><svg class="icon"
    xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!-- Font Awesome Free 5.15.4 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) --><path d="M328 256c0 39.8-32.2 72-72 72s-72-32.2-72-72 32.2-72 72-72 72 32.2 72 72zm104-72c-39.8 0-72 32.2-72 72s32.2 72 72 72 72-32.2 72-72-32.2-72-72-72zm-352 0c-39.8 0-72 32.2-72 72s32.2 72 72 72 72-32.2 72-72-32.2-72-72-72z"/></svg></button>
    </div>
  </div>
  <pre style="counter-reset: codeblock;" class="tw:block tw:m-0 tw:p-0"><code 
    id="codeblock-id-7" 
    class="
      chroma 
      tw:block! 
      tw:p-0
      tw:m-0
      tw:transition-[max-height] 
      tw:duration-500 
      tw:ease-in-out 
      tw:group-[.is-closed]:max-h-0! 
      tw:group-[.is-wrap]:text-wrap
      tw:overflow-y-hidden
      tw:overflow-x-auto
      tw:scrollbar-thin
      "><span class="line"><span class="cl"><span class="k">if</span> <span class="n">a</span> <span class="o">==</span> <span class="mi">1</span> <span class="ow">and</span> <span class="n">b</span> <span class="o">==</span> <span class="mi">2</span><span class="p">:</span>
</span></span><span class="line"><span class="cl">    <span class="k">pass</span>
</span></span><span class="line"><span class="cl"><span class="k">elif</span> <span class="n">c</span> <span class="o">==</span> <span class="mi">3</span> <span class="ow">or</span> <span class="n">d</span> <span class="o">==</span> <span class="mi">4</span><span class="p">:</span>
</span></span><span class="line"><span class="cl">    <span class="k">pass</span>
</span></span><span class="line"><span class="cl"><span class="k">else</span><span class="p">:</span>
</span></span><span class="line"><span class="cl">    <span class="k">pass</span>
</span></span><span class="line"><span class="cl"><span class="k">if</span> <span class="n">a</span> <span class="o">==</span> <span class="mi">1</span><span class="p">:</span>
</span></span><span class="line"><span class="cl"><span class="o">...</span>
</span></span><span class="line"><span class="cl"><span class="k">elif</span> <span class="n">a</span> <span class="o">==</span> <span class="mi">2</span><span class="p">:</span>
</span></span><span class="line"><span class="cl"><span class="o">...</span>
</span></span><span class="line"><span class="cl"><span class="k">elif</span> <span class="n">a</span> <span class="o">==</span> <span class="mi">3</span><span class="p">:</span>
</span></span><span class="line"><span class="cl"><span class="o">...</span>
</span></span><span class="line"><span class="cl"><span class="k">else</span><span class="p">:</span>
</span></span><span class="line"><span class="cl"><span class="o">...</span></span></span></code></pre>
</div>
<ul>
<li>C++</li>
</ul>
<div class="code-block highlight is-open show-line-numbers  tw:group tw:my-2">
  <div class="
    
    tw:flex 
    tw:flex-row
    tw:flex-1 
    tw:justify-between 
    tw:w-full tw:bg-bgColor-secondary
    ">      
    <button 
      class="
        code-block-button
        tw:mx-2 
        tw:flex
        tw:flex-row
        tw:flex-1"
      aria-hidden="true">
          <span class="tw:group-[.is-open]:rotate-90 tw:transition-[transform] tw:duration-500 tw:ease-in-out tw:print:hidden! tw:w-min tw:h-min tw:my-1 tw:mx-1"><svg class="icon"
    xmlns="http://www.w3.org/2000/svg" viewBox="0 0 320 512"><!-- Font Awesome Free 5.15.4 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) --><path d="M285.476 272.971L91.132 467.314c-9.373 9.373-24.569 9.373-33.941 0l-22.667-22.667c-9.357-9.357-9.375-24.522-.04-33.901L188.505 256 34.484 101.255c-9.335-9.379-9.317-24.544.04-33.901l22.667-22.667c9.373-9.373 24.569-9.373 33.941 0L285.475 239.03c9.373 9.372 9.373 24.568.001 33.941z"/></svg></span>
          <span class="tw:select-none tw:my-1! tw:block">cpp</span>
      </button>

   <div class="tw:flex">
      <button 
        class="
          line-number-button
          tw:mx-2 
          tw:hidden 
          tw:group-[.is-open]:block 
          tw:group-[.show-line-numbers]:text-fgColor-link 
          tw:print:hidden!" 
        title="Toggle line numbers"><svg class="icon"
    xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!-- Font Awesome Free 5.15.4 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) --><path d="M61.77 401l17.5-20.15a19.92 19.92 0 0 0 5.07-14.19v-3.31C84.34 356 80.5 352 73 352H16a8 8 0 0 0-8 8v16a8 8 0 0 0 8 8h22.83a157.41 157.41 0 0 0-11 12.31l-5.61 7c-4 5.07-5.25 10.13-2.8 14.88l1.05 1.93c3 5.76 6.29 7.88 12.25 7.88h4.73c10.33 0 15.94 2.44 15.94 9.09 0 4.72-4.2 8.22-14.36 8.22a41.54 41.54 0 0 1-15.47-3.12c-6.49-3.88-11.74-3.5-15.6 3.12l-5.59 9.31c-3.72 6.13-3.19 11.72 2.63 15.94 7.71 4.69 20.38 9.44 37 9.44 34.16 0 48.5-22.75 48.5-44.12-.03-14.38-9.12-29.76-28.73-34.88zM496 224H176a16 16 0 0 0-16 16v32a16 16 0 0 0 16 16h320a16 16 0 0 0 16-16v-32a16 16 0 0 0-16-16zm0-160H176a16 16 0 0 0-16 16v32a16 16 0 0 0 16 16h320a16 16 0 0 0 16-16V80a16 16 0 0 0-16-16zm0 320H176a16 16 0 0 0-16 16v32a16 16 0 0 0 16 16h320a16 16 0 0 0 16-16v-32a16 16 0 0 0-16-16zM16 160h64a8 8 0 0 0 8-8v-16a8 8 0 0 0-8-8H64V40a8 8 0 0 0-8-8H32a8 8 0 0 0-7.14 4.42l-8 16A8 8 0 0 0 24 64h8v64H16a8 8 0 0 0-8 8v16a8 8 0 0 0 8 8zm-3.91 160H80a8 8 0 0 0 8-8v-16a8 8 0 0 0-8-8H41.32c3.29-10.29 48.34-18.68 48.34-56.44 0-29.06-25-39.56-44.47-39.56-21.36 0-33.8 10-40.46 18.75-4.37 5.59-3 10.84 2.8 15.37l8.58 6.88c5.61 4.56 11 2.47 16.12-2.44a13.44 13.44 0 0 1 9.46-3.84c3.33 0 9.28 1.56 9.28 8.75C51 248.19 0 257.31 0 304.59v4C0 316 5.08 320 12.09 320z"/></svg></button>

      <button 
        class="
          wrap-code-button
          tw:select-none 
          tw:mx-2 
          tw:hidden 
          tw:group-[.is-open]:block 
          tw:group-[.is-wrap]:text-fgColor-link 
          tw:print:hidden!" 
        title="Toggle code wrap"><svg class="icon"
    xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!-- Font Awesome Free 5.15.4 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) --><path d="M16 132h416c8.837 0 16-7.163 16-16V76c0-8.837-7.163-16-16-16H16C7.163 60 0 67.163 0 76v40c0 8.837 7.163 16 16 16zm0 160h416c8.837 0 16-7.163 16-16v-40c0-8.837-7.163-16-16-16H16c-8.837 0-16 7.163-16 16v40c0 8.837 7.163 16 16 16zm0 160h416c8.837 0 16-7.163 16-16v-40c0-8.837-7.163-16-16-16H16c-8.837 0-16 7.163-16 16v40c0 8.837 7.163 16 16 16z"/></svg></button>
      
      <button 
        class="
          copy-code-button
          tw:select-none
          tw:mx-2 
          tw:hidden
          tw:group-[.is-open]:block
          tw:hover:text-fgColor-link 
          tw:print:hidden!"
        title="Copy code">
          <span class="copy-icon tw:block"><svg class="icon"
    xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!-- Font Awesome Free 5.15.4 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) --><path d="M433.941 65.941l-51.882-51.882A48 48 0 0 0 348.118 0H176c-26.51 0-48 21.49-48 48v48H48c-26.51 0-48 21.49-48 48v320c0 26.51 21.49 48 48 48h224c26.51 0 48-21.49 48-48v-48h80c26.51 0 48-21.49 48-48V99.882a48 48 0 0 0-14.059-33.941zM266 464H54a6 6 0 0 1-6-6V150a6 6 0 0 1 6-6h74v224c0 26.51 21.49 48 48 48h96v42a6 6 0 0 1-6 6zm128-96H182a6 6 0 0 1-6-6V54a6 6 0 0 1 6-6h106v88c0 13.255 10.745 24 24 24h88v202a6 6 0 0 1-6 6zm6-256h-64V48h9.632c1.591 0 3.117.632 4.243 1.757l48.368 48.368a6 6 0 0 1 1.757 4.243V112z"/></svg></span>
          <span class="check-icon tw:hidden"><svg class="icon"
    xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!-- Font Awesome Free 5.15.4 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) --><path d="M173.898 439.404l-166.4-166.4c-9.997-9.997-9.997-26.206 0-36.204l36.203-36.204c9.997-9.998 26.207-9.998 36.204 0L192 312.69 432.095 72.596c9.997-9.997 26.207-9.997 36.204 0l36.203 36.204c9.997 9.997 9.997 26.206 0 36.204l-294.4 294.401c-9.998 9.997-26.207 9.997-36.204-.001z"/></svg></span>
      </button>
        
      <button 
        class="
          tw:select-none 
          tw:mx-2 
          tw:block 
          tw:group-[.is-open]:hidden 
          tw:print:hidden!" 
        disabled
        aria-hidden="true"><svg class="icon"
    xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!-- Font Awesome Free 5.15.4 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) --><path d="M328 256c0 39.8-32.2 72-72 72s-72-32.2-72-72 32.2-72 72-72 72 32.2 72 72zm104-72c-39.8 0-72 32.2-72 72s32.2 72 72 72 72-32.2 72-72-32.2-72-72-72zm-352 0c-39.8 0-72 32.2-72 72s32.2 72 72 72 72-32.2 72-72-32.2-72-72-72z"/></svg></button>
    </div>
  </div>
  <pre style="counter-reset: codeblock;" class="tw:block tw:m-0 tw:p-0"><code 
    id="codeblock-id-8" 
    class="
      chroma 
      tw:block! 
      tw:p-0
      tw:m-0
      tw:transition-[max-height] 
      tw:duration-500 
      tw:ease-in-out 
      tw:group-[.is-closed]:max-h-0! 
      tw:group-[.is-wrap]:text-wrap
      tw:overflow-y-hidden
      tw:overflow-x-auto
      tw:scrollbar-thin
      "><span class="line"><span class="cl"><span class="k">if</span> <span class="p">(</span><span class="n">a</span> <span class="o">==</span> <span class="mi">1</span> <span class="o">&amp;&amp;</span> <span class="n">b</span> <span class="o">==</span> <span class="mi">2</span><span class="p">){}</span>
</span></span><span class="line"><span class="cl"><span class="k">else</span> <span class="nf">if</span><span class="p">(</span><span class="n">c</span> <span class="o">==</span> <span class="mi">3</span> <span class="o">||</span> <span class="n">d</span> <span class="o">==</span> <span class="mi">4</span><span class="p">){}</span>
</span></span><span class="line"><span class="cl"><span class="k">else</span> <span class="p">{}</span>
</span></span><span class="line"><span class="cl"><span class="k">switch</span><span class="p">(</span><span class="n">a</span><span class="p">){</span>
</span></span><span class="line"><span class="cl"><span class="k">case</span> <span class="mi">1</span><span class="o">:</span>
</span></span><span class="line"><span class="cl">    <span class="p">...</span>
</span></span><span class="line"><span class="cl">    <span class="k">break</span><span class="p">;</span>    <span class="c1">// without break, will run case 2 as well
</span></span></span><span class="line"><span class="cl"><span class="k">case</span> <span class="mi">2</span><span class="o">:</span> <span class="p">{</span> <span class="c1">// create a new scope if we need to define new variables
</span></span></span><span class="line"><span class="cl">    <span class="kt">int</span> <span class="n">a</span> <span class="o">=</span> <span class="mi">100</span><span class="p">;</span>
</span></span><span class="line"><span class="cl">    <span class="k">break</span><span class="p">;}</span>
</span></span><span class="line"><span class="cl"><span class="k">default</span><span class="o">:</span>  <span class="c1">// it&#39;s good practice to always add this
</span></span></span><span class="line"><span class="cl"><span class="p">...};</span></span></span></code></pre>
</div>
<h2 id="namespace--imports" class="headerLink">
    <a href="#namespace--imports" class="header-mark"></a>Namespace &amp; Imports</h2><ul>
<li>Python</li>
</ul>
<div class="code-block highlight is-open show-line-numbers  tw:group tw:my-2">
  <div class="
    
    tw:flex 
    tw:flex-row
    tw:flex-1 
    tw:justify-between 
    tw:w-full tw:bg-bgColor-secondary
    ">      
    <button 
      class="
        code-block-button
        tw:mx-2 
        tw:flex
        tw:flex-row
        tw:flex-1"
      aria-hidden="true">
          <span class="tw:group-[.is-open]:rotate-90 tw:transition-[transform] tw:duration-500 tw:ease-in-out tw:print:hidden! tw:w-min tw:h-min tw:my-1 tw:mx-1"><svg class="icon"
    xmlns="http://www.w3.org/2000/svg" viewBox="0 0 320 512"><!-- Font Awesome Free 5.15.4 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) --><path d="M285.476 272.971L91.132 467.314c-9.373 9.373-24.569 9.373-33.941 0l-22.667-22.667c-9.357-9.357-9.375-24.522-.04-33.901L188.505 256 34.484 101.255c-9.335-9.379-9.317-24.544.04-33.901l22.667-22.667c9.373-9.373 24.569-9.373 33.941 0L285.475 239.03c9.373 9.372 9.373 24.568.001 33.941z"/></svg></span>
          <span class="tw:select-none tw:my-1! tw:block">python</span>
      </button>

   <div class="tw:flex">
      <button 
        class="
          line-number-button
          tw:mx-2 
          tw:hidden 
          tw:group-[.is-open]:block 
          tw:group-[.show-line-numbers]:text-fgColor-link 
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  <pre style="counter-reset: codeblock;" class="tw:block tw:m-0 tw:p-0"><code 
    id="codeblock-id-9" 
    class="
      chroma 
      tw:block! 
      tw:p-0
      tw:m-0
      tw:transition-[max-height] 
      tw:duration-500 
      tw:ease-in-out 
      tw:group-[.is-closed]:max-h-0! 
      tw:group-[.is-wrap]:text-wrap
      tw:overflow-y-hidden
      tw:overflow-x-auto
      tw:scrollbar-thin
      "><span class="line"><span class="cl"><span class="c1"># Import: File: app/bidders/ai_util.py</span>
</span></span><span class="line"><span class="cl"><span class="kn">import</span> <span class="nn">app.bidders.ai_util</span>
</span></span><span class="line"><span class="cl"><span class="c1"># Namespace: defined by directory structure</span>
</span></span><span class="line"><span class="cl"><span class="c1"># Fully qualified names:</span>
</span></span><span class="line"><span class="cl"><span class="n">app</span><span class="o">.</span><span class="n">bidders</span><span class="o">.</span><span class="n">ai_util</span><span class="o">.</span><span class="n">func</span><span class="p">(</span><span class="s2">&#34;xxx&#34;</span><span class="p">)</span></span></span></code></pre>
</div>
<ul>
<li>C++</li>
</ul>
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  <pre style="counter-reset: codeblock;" class="tw:block tw:m-0 tw:p-0"><code 
    id="codeblock-id-10" 
    class="
      chroma 
      tw:block! 
      tw:p-0
      tw:m-0
      tw:transition-[max-height] 
      tw:duration-500 
      tw:ease-in-out 
      tw:group-[.is-closed]:max-h-0! 
      tw:group-[.is-wrap]:text-wrap
      tw:overflow-y-hidden
      tw:overflow-x-auto
      tw:scrollbar-thin
      "><span class="line"><span class="cl"><span class="c1">// Import: Files: app/bidders/ai_util.hpp &amp; ai_util.cpp
</span></span></span><span class="line"><span class="cl"><span class="cp">#include</span> <span class="cpf">&#34;app/bidders/ai_utils.hpp&#34;</span><span class="cp">
</span></span></span><span class="line"><span class="cl"><span class="c1">// Namespace: not related to directory structure
</span></span></span><span class="line"><span class="cl"><span class="k">namespace</span> <span class="n">app</span> <span class="p">{</span>
</span></span><span class="line"><span class="cl">    <span class="k">namespace</span> <span class="n">bidder</span> <span class="p">{</span>
</span></span><span class="line"><span class="cl">        <span class="k">namespace</span> <span class="n">ai_util</span> <span class="p">{</span>
</span></span><span class="line"><span class="cl">            <span class="kt">void</span> <span class="nf">func</span><span class="p">(</span><span class="k">const</span> <span class="kt">char</span><span class="o">*</span> <span class="n">str</span><span class="p">);</span>
</span></span><span class="line"><span class="cl">        <span class="p">}</span>
</span></span><span class="line"><span class="cl">    <span class="p">}</span>
</span></span><span class="line"><span class="cl"><span class="p">}</span>
</span></span><span class="line"><span class="cl"><span class="c1">// Fully qualified names:
</span></span></span><span class="line"><span class="cl"><span class="n">app</span><span class="o">::</span><span class="n">bidders</span><span class="o">::</span><span class="n">ai_util</span><span class="o">::</span><span class="n">func</span><span class="p">(</span><span class="s">&#34;xxx&#34;</span><span class="p">);</span></span></span></code></pre>
</div>
<h2 id="loops" class="headerLink">
    <a href="#loops" class="header-mark"></a>Loops</h2><ul>
<li>Python</li>
</ul>
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        title="Copy code">
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  <pre style="counter-reset: codeblock;" class="tw:block tw:m-0 tw:p-0"><code 
    id="codeblock-id-11" 
    class="
      chroma 
      tw:block! 
      tw:p-0
      tw:m-0
      tw:transition-[max-height] 
      tw:duration-500 
      tw:ease-in-out 
      tw:group-[.is-closed]:max-h-0! 
      tw:group-[.is-wrap]:text-wrap
      tw:overflow-y-hidden
      tw:overflow-x-auto
      tw:scrollbar-thin
      "><span class="line"><span class="cl"><span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="mi">100</span><span class="p">):</span>
</span></span><span class="line"><span class="cl">    <span class="k">pass</span>
</span></span><span class="line"><span class="cl"><span class="k">while</span> <span class="n">cond</span><span class="p">:</span>
</span></span><span class="line"><span class="cl"><span class="o">...</span>
</span></span><span class="line"><span class="cl"><span class="n">a</span> <span class="o">=</span> <span class="p">[</span><span class="mi">0</span><span class="p">,</span> <span class="mi">1</span><span class="p">,</span> <span class="mi">100</span><span class="p">]</span>
</span></span><span class="line"><span class="cl"><span class="k">for</span> <span class="n">item</span> <span class="ow">in</span> <span class="n">a</span><span class="p">:</span>
</span></span><span class="line"><span class="cl">    <span class="k">pass</span>
</span></span><span class="line"><span class="cl"><span class="n">b</span> <span class="o">=</span> <span class="p">{</span><span class="s2">&#34;key&#34;</span><span class="p">:</span> <span class="mf">0.5</span><span class="p">,</span> <span class="s2">&#34;key2&#34;</span><span class="p">,</span> <span class="mf">1.0</span><span class="p">}</span>
</span></span><span class="line"><span class="cl"><span class="k">for</span> <span class="n">key</span><span class="p">,</span> <span class="n">val</span> <span class="ow">in</span> <span class="n">b</span><span class="o">.</span><span class="n">iteritems</span><span class="p">():</span>
</span></span><span class="line"><span class="cl">    <span class="k">pass</span></span></span></code></pre>
</div>
<ul>
<li>C++</li>
</ul>
<div class="code-block highlight is-open show-line-numbers  tw:group tw:my-2">
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        title="Copy code">
          <span class="copy-icon tw:block"><svg class="icon"
    xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!-- Font Awesome Free 5.15.4 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) --><path d="M433.941 65.941l-51.882-51.882A48 48 0 0 0 348.118 0H176c-26.51 0-48 21.49-48 48v48H48c-26.51 0-48 21.49-48 48v320c0 26.51 21.49 48 48 48h224c26.51 0 48-21.49 48-48v-48h80c26.51 0 48-21.49 48-48V99.882a48 48 0 0 0-14.059-33.941zM266 464H54a6 6 0 0 1-6-6V150a6 6 0 0 1 6-6h74v224c0 26.51 21.49 48 48 48h96v42a6 6 0 0 1-6 6zm128-96H182a6 6 0 0 1-6-6V54a6 6 0 0 1 6-6h106v88c0 13.255 10.745 24 24 24h88v202a6 6 0 0 1-6 6zm6-256h-64V48h9.632c1.591 0 3.117.632 4.243 1.757l48.368 48.368a6 6 0 0 1 1.757 4.243V112z"/></svg></span>
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    </div>
  </div>
  <pre style="counter-reset: codeblock;" class="tw:block tw:m-0 tw:p-0"><code 
    id="codeblock-id-12" 
    class="
      chroma 
      tw:block! 
      tw:p-0
      tw:m-0
      tw:transition-[max-height] 
      tw:duration-500 
      tw:ease-in-out 
      tw:group-[.is-closed]:max-h-0! 
      tw:group-[.is-wrap]:text-wrap
      tw:overflow-y-hidden
      tw:overflow-x-auto
      tw:scrollbar-thin
      "><span class="line"><span class="cl"><span class="k">for</span><span class="p">(</span><span class="kt">int</span> <span class="n">i</span> <span class="o">=</span> <span class="mi">0</span><span class="p">;</span> <span class="n">i</span> <span class="o">&lt;</span> <span class="mi">100</span><span class="p">;</span> <span class="o">++</span><span class="n">i</span><span class="p">){...}</span>
</span></span><span class="line"><span class="cl"><span class="k">while</span><span class="p">(</span><span class="n">cond</span><span class="p">){}</span>
</span></span><span class="line"><span class="cl"><span class="n">std</span><span class="o">::</span><span class="n">vector</span><span class="o">&lt;</span><span class="kt">int</span><span class="o">&gt;</span> <span class="n">a</span> <span class="o">=</span> <span class="p">{</span><span class="mi">0</span><span class="p">,</span> <span class="mi">1</span><span class="p">,</span> <span class="mi">100</span><span class="p">};</span>
</span></span><span class="line"><span class="cl"><span class="k">for</span><span class="p">(</span><span class="k">auto</span><span class="o">&amp;</span> <span class="nl">item</span><span class="p">:</span> <span class="n">a</span><span class="p">){</span> <span class="c1">// without &amp;, this will copy each item
</span></span></span><span class="line"><span class="cl"><span class="p">}</span>
</span></span><span class="line"><span class="cl"><span class="n">std</span><span class="o">::</span><span class="n">unordered_map</span><span class="o">&lt;</span><span class="n">std</span><span class="o">::</span><span class="n">string</span><span class="p">,</span> <span class="kt">double</span><span class="o">&gt;</span> <span class="n">b</span> <span class="o">=</span> <span class="p">{{</span><span class="s">&#34;key&#34;</span><span class="p">,</span> <span class="mf">0.5</span><span class="p">},</span> <span class="p">{</span><span class="s">&#34;key2&#34;</span><span class="p">,</span>
</span></span><span class="line"><span class="cl"><span class="mf">1.0</span><span class="p">}};</span>
</span></span><span class="line"><span class="cl"><span class="k">for</span><span class="p">(</span><span class="k">auto</span><span class="o">&amp;</span> <span class="nl">item</span><span class="p">:</span> <span class="n">b</span><span class="p">){</span> <span class="c1">// without &amp;, this will copy each item
</span></span></span><span class="line"><span class="cl"><span class="k">auto</span><span class="o">&amp;</span> <span class="n">key</span> <span class="o">=</span> <span class="n">item</span><span class="p">.</span><span class="n">first</span><span class="p">;</span>
</span></span><span class="line"><span class="cl"><span class="k">auto</span><span class="o">&amp;</span> <span class="n">val</span> <span class="o">=</span> <span class="n">item</span><span class="p">.</span><span class="n">second</span><span class="p">;}</span></span></span></code></pre>
</div>
<h2 id="functions" class="headerLink">
    <a href="#functions" class="header-mark"></a>Functions</h2><ul>
<li>Python</li>
</ul>
<div class="code-block highlight is-open show-line-numbers  tw:group tw:my-2">
  <div class="
    
    tw:flex 
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    <button 
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          <span class="tw:select-none tw:my-1! tw:block">python</span>
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    xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!-- Font Awesome Free 5.15.4 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) --><path d="M61.77 401l17.5-20.15a19.92 19.92 0 0 0 5.07-14.19v-3.31C84.34 356 80.5 352 73 352H16a8 8 0 0 0-8 8v16a8 8 0 0 0 8 8h22.83a157.41 157.41 0 0 0-11 12.31l-5.61 7c-4 5.07-5.25 10.13-2.8 14.88l1.05 1.93c3 5.76 6.29 7.88 12.25 7.88h4.73c10.33 0 15.94 2.44 15.94 9.09 0 4.72-4.2 8.22-14.36 8.22a41.54 41.54 0 0 1-15.47-3.12c-6.49-3.88-11.74-3.5-15.6 3.12l-5.59 9.31c-3.72 6.13-3.19 11.72 2.63 15.94 7.71 4.69 20.38 9.44 37 9.44 34.16 0 48.5-22.75 48.5-44.12-.03-14.38-9.12-29.76-28.73-34.88zM496 224H176a16 16 0 0 0-16 16v32a16 16 0 0 0 16 16h320a16 16 0 0 0 16-16v-32a16 16 0 0 0-16-16zm0-160H176a16 16 0 0 0-16 16v32a16 16 0 0 0 16 16h320a16 16 0 0 0 16-16V80a16 16 0 0 0-16-16zm0 320H176a16 16 0 0 0-16 16v32a16 16 0 0 0 16 16h320a16 16 0 0 0 16-16v-32a16 16 0 0 0-16-16zM16 160h64a8 8 0 0 0 8-8v-16a8 8 0 0 0-8-8H64V40a8 8 0 0 0-8-8H32a8 8 0 0 0-7.14 4.42l-8 16A8 8 0 0 0 24 64h8v64H16a8 8 0 0 0-8 8v16a8 8 0 0 0 8 8zm-3.91 160H80a8 8 0 0 0 8-8v-16a8 8 0 0 0-8-8H41.32c3.29-10.29 48.34-18.68 48.34-56.44 0-29.06-25-39.56-44.47-39.56-21.36 0-33.8 10-40.46 18.75-4.37 5.59-3 10.84 2.8 15.37l8.58 6.88c5.61 4.56 11 2.47 16.12-2.44a13.44 13.44 0 0 1 9.46-3.84c3.33 0 9.28 1.56 9.28 8.75C51 248.19 0 257.31 0 304.59v4C0 316 5.08 320 12.09 320z"/></svg></button>

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  <pre style="counter-reset: codeblock;" class="tw:block tw:m-0 tw:p-0"><code 
    id="codeblock-id-13" 
    class="
      chroma 
      tw:block! 
      tw:p-0
      tw:m-0
      tw:transition-[max-height] 
      tw:duration-500 
      tw:ease-in-out 
      tw:group-[.is-closed]:max-h-0! 
      tw:group-[.is-wrap]:text-wrap
      tw:overflow-y-hidden
      tw:overflow-x-auto
      tw:scrollbar-thin
      "><span class="line"><span class="cl"><span class="k">def</span> <span class="nf">func</span><span class="p">(</span><span class="n">arg1</span><span class="p">,</span> <span class="n">arg2</span><span class="p">):</span>
</span></span><span class="line"><span class="cl">    <span class="o">....</span>
</span></span><span class="line"><span class="cl">    <span class="k">return</span> <span class="n">ret1</span><span class="p">,</span> <span class="n">ret2</span><span class="p">,</span> <span class="n">ret3</span></span></span></code></pre>
</div>
<ul>
<li>C++</li>
</ul>
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  <pre style="counter-reset: codeblock;" class="tw:block tw:m-0 tw:p-0"><code 
    id="codeblock-id-14" 
    class="
      chroma 
      tw:block! 
      tw:p-0
      tw:m-0
      tw:transition-[max-height] 
      tw:duration-500 
      tw:ease-in-out 
      tw:group-[.is-closed]:max-h-0! 
      tw:group-[.is-wrap]:text-wrap
      tw:overflow-y-hidden
      tw:overflow-x-auto
      tw:scrollbar-thin
      "><span class="line"><span class="cl"><span class="kt">void</span> <span class="nf">func</span><span class="p">(</span><span class="k">const</span> <span class="n">Arg1</span><span class="o">&amp;</span> <span class="n">arg1</span><span class="p">,</span> <span class="k">const</span> <span class="n">Arg2</span><span class="o">&amp;</span> <span class="n">arg2</span><span class="p">,</span>
</span></span><span class="line"><span class="cl"><span class="n">Ret1</span><span class="o">&amp;</span> <span class="n">ret1</span><span class="p">,</span> <span class="n">Ret2</span><span class="o">&amp;</span> <span class="n">ret2</span><span class="p">,</span> <span class="n">Ret3</span><span class="o">&amp;</span> <span class="n">ret3</span>
</span></span><span class="line"><span class="cl"><span class="p">){...</span>
</span></span><span class="line"><span class="cl"><span class="n">ret1</span> <span class="o">=</span> <span class="p">....;</span>
</span></span><span class="line"><span class="cl"><span class="n">ret2</span> <span class="o">=</span> <span class="p">....;</span>
</span></span><span class="line"><span class="cl"><span class="n">ret3</span> <span class="o">=</span> <span class="p">....;}</span>
</span></span><span class="line"><span class="cl"><span class="n">No</span> <span class="n">multiple</span> <span class="k">return</span> <span class="n">values</span>
</span></span><span class="line"><span class="cl"><span class="n">Need</span> <span class="n">to</span> <span class="n">specify</span> <span class="n">the</span> <span class="n">type</span> <span class="n">of</span> <span class="n">the</span> <span class="k">return</span> <span class="n">value</span>
</span></span><span class="line"><span class="cl"><span class="n">Every</span> <span class="n">variable</span> <span class="n">needs</span> <span class="n">to</span> <span class="n">have</span> <span class="n">type</span> <span class="n">declaration</span>
</span></span><span class="line"><span class="cl"><span class="n">Declaration</span> <span class="n">before</span> <span class="n">use</span> <span class="n">is</span> <span class="n">required</span>
</span></span><span class="line"><span class="cl"><span class="n">Add</span> <span class="k">const</span> <span class="n">to</span> <span class="n">the</span> <span class="n">references</span> <span class="n">that</span> <span class="n">are</span> <span class="n">not</span> <span class="n">changed</span> <span class="n">by</span> <span class="n">the</span> <span class="n">method</span>
</span></span><span class="line"><span class="cl"><span class="n">Declare</span> <span class="n">in</span> <span class="o">*</span><span class="p">.</span><span class="n">hpp</span><span class="p">,</span> <span class="n">implement</span> <span class="n">in</span> <span class="o">*</span><span class="p">.</span><span class="n">cpp</span> <span class="p">(</span><span class="k">for</span> <span class="k">public</span> <span class="n">functions</span><span class="p">)</span></span></span></code></pre>
</div>
<h2 id="class-definition" class="headerLink">
    <a href="#class-definition" class="header-mark"></a>Class Definition</h2><ul>
<li>Python</li>
</ul>
<div class="code-block highlight is-open show-line-numbers  tw:group tw:my-2">
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    tw:flex 
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  <pre style="counter-reset: codeblock;" class="tw:block tw:m-0 tw:p-0"><code 
    id="codeblock-id-15" 
    class="
      chroma 
      tw:block! 
      tw:p-0
      tw:m-0
      tw:transition-[max-height] 
      tw:duration-500 
      tw:ease-in-out 
      tw:group-[.is-closed]:max-h-0! 
      tw:group-[.is-wrap]:text-wrap
      tw:overflow-y-hidden
      tw:overflow-x-auto
      tw:scrollbar-thin
      "><span class="line"><span class="cl"><span class="c1"># Python version: only one *.py file:</span>
</span></span><span class="line"><span class="cl"><span class="k">class</span> <span class="nc">PythonClass</span><span class="p">(</span><span class="n">ParentClass</span><span class="p">):</span>
</span></span><span class="line"><span class="cl">    <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> <span class="c1"># constructor, pass instance as self</span>
</span></span><span class="line"><span class="cl">        <span class="n">ParentClass</span><span class="o">.</span><span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="c1"># python2</span>
</span></span><span class="line"><span class="cl">        <span class="bp">self</span><span class="o">.</span><span class="n">attrib</span> <span class="o">=</span> <span class="mi">1111</span>
</span></span><span class="line"><span class="cl">        <span class="n">Self</span><span class="o">.</span><span class="n">attrib2</span> <span class="o">=</span> <span class="s1">&#39;xxx&#39;</span>
</span></span><span class="line"><span class="cl">    <span class="k">def</span> <span class="nf">some_method</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">arg1</span><span class="p">,</span> <span class="n">arg2</span><span class="p">):</span>
</span></span><span class="line"><span class="cl">        <span class="k">return</span> <span class="n">arg1</span> <span class="o">*</span> <span class="n">arg2</span> <span class="o">+</span> <span class="bp">self</span><span class="o">.</span><span class="n">attrib</span>
</span></span><span class="line"><span class="cl">    <span class="k">def</span> <span class="nf">_some_private_method</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> <span class="c1"># kind of private func</span>
</span></span><span class="line"><span class="cl">        <span class="k">pass</span></span></span></code></pre>
</div>
<ul>
<li>C++</li>
</ul>
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  <pre style="counter-reset: codeblock;" class="tw:block tw:m-0 tw:p-0"><code 
    id="codeblock-id-16" 
    class="
      chroma 
      tw:block! 
      tw:p-0
      tw:m-0
      tw:transition-[max-height] 
      tw:duration-500 
      tw:ease-in-out 
      tw:group-[.is-closed]:max-h-0! 
      tw:group-[.is-wrap]:text-wrap
      tw:overflow-y-hidden
      tw:overflow-x-auto
      tw:scrollbar-thin
      "><span class="line"><span class="cl"><span class="c1">// --------- Declaration: cpp_class.hpp ---------
</span></span></span><span class="line"><span class="cl"><span class="k">class</span> <span class="nc">CppClass</span><span class="o">:</span> <span class="k">public</span> <span class="n">ParentClass</span> <span class="p">{</span>
</span></span><span class="line"><span class="cl"><span class="k">public</span><span class="o">:</span>
</span></span><span class="line"><span class="cl"><span class="n">CppClass</span><span class="p">()</span><span class="o">:</span> <span class="n">ParentClass</span><span class="p">(),</span> <span class="n">attrib</span><span class="p">(</span><span class="mi">5566</span><span class="p">),</span>
</span></span><span class="line"><span class="cl"><span class="n">attrib2</span><span class="p">(</span><span class="s">&#34;xxx&#34;</span><span class="p">){}</span>
</span></span><span class="line"><span class="cl"><span class="k">virtual</span> <span class="o">~</span><span class="n">CppClass</span><span class="p">()</span><span class="o">:</span> <span class="p">{</span>
</span></span><span class="line"><span class="cl"><span class="c1">// destructor: free allocated resources here}
</span></span></span><span class="line"><span class="cl"><span class="kt">double</span> <span class="nf">someMethod</span><span class="p">(</span><span class="kt">double</span> <span class="n">arg1</span><span class="p">,</span> <span class="kt">double</span> <span class="n">arg2</span><span class="p">);</span>
</span></span><span class="line"><span class="cl"><span class="k">private</span><span class="o">:</span>
</span></span><span class="line"><span class="cl"><span class="kt">void</span> <span class="n">somePrivateMethod</span><span class="p">(){}</span>
</span></span><span class="line"><span class="cl"><span class="kt">int</span> <span class="n">attrib</span><span class="p">;</span>
</span></span><span class="line"><span class="cl"><span class="n">std</span><span class="o">::</span><span class="n">string</span> <span class="n">attrib2</span><span class="p">;};</span>
</span></span><span class="line"><span class="cl"><span class="c1">// --------- Implementation: cpp_class.cpp ---------
</span></span></span><span class="line"><span class="cl"><span class="cp">#include</span> <span class="cpf">&#34;cpp_class.hpp&#34;</span><span class="cp">
</span></span></span><span class="line"><span class="cl"><span class="kt">double</span> <span class="n">CppClass</span><span class="o">::</span><span class="n">someMethod</span><span class="p">(</span><span class="kt">double</span> <span class="n">arg1</span><span class="p">,</span> <span class="kt">double</span> <span class="n">arg2</span><span class="p">){</span>
</span></span><span class="line"><span class="cl"><span class="k">return</span> <span class="n">arg1</span> <span class="o">*</span> <span class="n">arg2</span> <span class="o">+</span> <span class="n">attrib</span><span class="p">;}</span></span></span></code></pre>
</div>
<h2 id="virtual-function" class="headerLink">
    <a href="#virtual-function" class="header-mark"></a>Virtual function</h2><ul>
<li>Python</li>
</ul>
<div class="code-block highlight is-open show-line-numbers  tw:group tw:my-2">
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  <pre style="counter-reset: codeblock;" class="tw:block tw:m-0 tw:p-0"><code 
    id="codeblock-id-17" 
    class="
      chroma 
      tw:block! 
      tw:p-0
      tw:m-0
      tw:transition-[max-height] 
      tw:duration-500 
      tw:ease-in-out 
      tw:group-[.is-closed]:max-h-0! 
      tw:group-[.is-wrap]:text-wrap
      tw:overflow-y-hidden
      tw:overflow-x-auto
      tw:scrollbar-thin
      "><span class="line"><span class="cl"><span class="k">class</span> <span class="nc">Raccoon</span><span class="p">:</span>
</span></span><span class="line"><span class="cl">    <span class="k">def</span> <span class="nf">get_name</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
</span></span><span class="line"><span class="cl">        <span class="k">return</span> <span class="s2">&#34;raccoon&#34;</span>
</span></span><span class="line"><span class="cl"><span class="k">class</span> <span class="nc">Zebra</span><span class="p">(</span><span class="n">Raccoon</span><span class="p">):</span>
</span></span><span class="line"><span class="cl">    <span class="k">def</span> <span class="nf">get_name</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
</span></span><span class="line"><span class="cl">        <span class="k">return</span> <span class="s2">&#34;zebra_&#34;</span> <span class="o">+</span> <span class="n">Raccoon</span><span class="o">.</span><span class="n">get_name</span><span class="p">()</span>
</span></span><span class="line"><span class="cl"><span class="k">def</span> <span class="nf">func</span><span class="p">(</span><span class="n">maybe_racoon</span><span class="p">):</span>
</span></span><span class="line"><span class="cl">    <span class="nb">print</span><span class="p">(</span><span class="n">maybe_racoon</span><span class="o">.</span><span class="n">get_name</span><span class="p">())</span>
</span></span><span class="line"><span class="cl"><span class="n">obj</span> <span class="o">=</span> <span class="n">Zebra</span><span class="p">()</span>
</span></span><span class="line"><span class="cl"><span class="n">func</span><span class="p">(</span><span class="n">obj</span><span class="p">)</span>
</span></span><span class="line"><span class="cl">
</span></span><span class="line"><span class="cl"><span class="c1"># pintout: zebra_raccoon</span></span></span></code></pre>
</div>
<ul>
<li>C++</li>
</ul>
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  <pre style="counter-reset: codeblock;" class="tw:block tw:m-0 tw:p-0"><code 
    id="codeblock-id-18" 
    class="
      chroma 
      tw:block! 
      tw:p-0
      tw:m-0
      tw:transition-[max-height] 
      tw:duration-500 
      tw:ease-in-out 
      tw:group-[.is-closed]:max-h-0! 
      tw:group-[.is-wrap]:text-wrap
      tw:overflow-y-hidden
      tw:overflow-x-auto
      tw:scrollbar-thin
      "><span class="line"><span class="cl"><span class="k">class</span> <span class="nc">Raccoon</span> <span class="p">{</span>
</span></span><span class="line"><span class="cl"><span class="k">public</span><span class="o">:</span>
</span></span><span class="line"><span class="cl"><span class="n">std</span><span class="o">::</span><span class="n">string</span> <span class="n">getName</span><span class="p">()</span> <span class="k">const</span> <span class="p">{</span>
</span></span><span class="line"><span class="cl"><span class="k">return</span> <span class="s">&#34;raccoon&#34;</span><span class="p">;}};</span>
</span></span><span class="line"><span class="cl"><span class="k">class</span> <span class="nc">Zebra</span><span class="o">:</span> <span class="k">public</span> <span class="n">Raccoon</span> <span class="p">{</span>
</span></span><span class="line"><span class="cl"><span class="k">public</span><span class="o">:</span>
</span></span><span class="line"><span class="cl"><span class="n">std</span><span class="o">::</span><span class="n">string</span> <span class="n">getName</span><span class="p">()</span> <span class="k">const</span> <span class="p">{</span>
</span></span><span class="line"><span class="cl"><span class="k">return</span> <span class="s">&#34;zebra&#34;</span> <span class="o">+</span> <span class="n">Raccoon</span><span class="o">::</span><span class="n">getName</span><span class="p">();}};</span>
</span></span><span class="line"><span class="cl"><span class="kt">void</span> <span class="nf">func</span><span class="p">(</span><span class="k">const</span> <span class="n">Raccoon</span><span class="o">&amp;</span> <span class="n">maybeRaccoon</span><span class="p">){</span>
</span></span><span class="line"><span class="cl"><span class="n">std</span><span class="o">::</span><span class="n">cout</span> <span class="o">&lt;&lt;</span> <span class="n">maybeRaccoon</span><span class="p">.</span><span class="n">getName</span><span class="p">()</span> <span class="o">&lt;&lt;</span> <span class="n">std</span><span class="o">::</span><span class="n">endl</span><span class="p">;}</span>
</span></span><span class="line"><span class="cl"><span class="n">Zebra</span> <span class="n">obj</span><span class="p">;</span>
</span></span><span class="line"><span class="cl"><span class="n">func</span><span class="p">(</span><span class="n">obj</span><span class="p">);</span>
</span></span><span class="line"><span class="cl"><span class="c1">// pintout: raccoon
</span></span></span></code></pre>
</div>
<ul>
<li>C++</li>
</ul>
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        title="Copy code">
          <span class="copy-icon tw:block"><svg class="icon"
    xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!-- Font Awesome Free 5.15.4 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) --><path d="M433.941 65.941l-51.882-51.882A48 48 0 0 0 348.118 0H176c-26.51 0-48 21.49-48 48v48H48c-26.51 0-48 21.49-48 48v320c0 26.51 21.49 48 48 48h224c26.51 0 48-21.49 48-48v-48h80c26.51 0 48-21.49 48-48V99.882a48 48 0 0 0-14.059-33.941zM266 464H54a6 6 0 0 1-6-6V150a6 6 0 0 1 6-6h74v224c0 26.51 21.49 48 48 48h96v42a6 6 0 0 1-6 6zm128-96H182a6 6 0 0 1-6-6V54a6 6 0 0 1 6-6h106v88c0 13.255 10.745 24 24 24h88v202a6 6 0 0 1-6 6zm6-256h-64V48h9.632c1.591 0 3.117.632 4.243 1.757l48.368 48.368a6 6 0 0 1 1.757 4.243V112z"/></svg></span>
          <span class="check-icon tw:hidden"><svg class="icon"
    xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!-- Font Awesome Free 5.15.4 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) --><path d="M173.898 439.404l-166.4-166.4c-9.997-9.997-9.997-26.206 0-36.204l36.203-36.204c9.997-9.998 26.207-9.998 36.204 0L192 312.69 432.095 72.596c9.997-9.997 26.207-9.997 36.204 0l36.203 36.204c9.997 9.997 9.997 26.206 0 36.204l-294.4 294.401c-9.998 9.997-26.207 9.997-36.204-.001z"/></svg></span>
      </button>
        
      <button 
        class="
          tw:select-none 
          tw:mx-2 
          tw:block 
          tw:group-[.is-open]:hidden 
          tw:print:hidden!" 
        disabled
        aria-hidden="true"><svg class="icon"
    xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!-- Font Awesome Free 5.15.4 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) --><path d="M328 256c0 39.8-32.2 72-72 72s-72-32.2-72-72 32.2-72 72-72 72 32.2 72 72zm104-72c-39.8 0-72 32.2-72 72s32.2 72 72 72 72-32.2 72-72-32.2-72-72-72zm-352 0c-39.8 0-72 32.2-72 72s32.2 72 72 72 72-32.2 72-72-32.2-72-72-72z"/></svg></button>
    </div>
  </div>
  <pre style="counter-reset: codeblock;" class="tw:block tw:m-0 tw:p-0"><code 
    id="codeblock-id-19" 
    class="
      chroma 
      tw:block! 
      tw:p-0
      tw:m-0
      tw:transition-[max-height] 
      tw:duration-500 
      tw:ease-in-out 
      tw:group-[.is-closed]:max-h-0! 
      tw:group-[.is-wrap]:text-wrap
      tw:overflow-y-hidden
      tw:overflow-x-auto
      tw:scrollbar-thin
      "><span class="line"><span class="cl"><span class="k">class</span> <span class="nc">Raccoon</span> <span class="p">{</span>
</span></span><span class="line"><span class="cl"><span class="k">public</span><span class="o">:</span>
</span></span><span class="line"><span class="cl"><span class="k">virtual</span> <span class="n">std</span><span class="o">::</span><span class="n">string</span> <span class="n">getName</span><span class="p">()</span> <span class="k">const</span> <span class="p">{</span>
</span></span><span class="line"><span class="cl"><span class="k">return</span> <span class="s">&#34;raccoon&#34;</span><span class="p">;}};</span>
</span></span><span class="line"><span class="cl"><span class="k">class</span> <span class="nc">Zebra</span><span class="o">:</span> <span class="k">public</span> <span class="n">Raccoon</span> <span class="p">{</span>
</span></span><span class="line"><span class="cl"><span class="k">public</span><span class="o">:</span>
</span></span><span class="line"><span class="cl"><span class="n">std</span><span class="o">::</span><span class="n">string</span> <span class="n">getName</span><span class="p">()</span> <span class="k">override</span> <span class="k">const</span> <span class="p">{</span>
</span></span><span class="line"><span class="cl"><span class="k">return</span> <span class="s">&#34;zebra&#34;</span> <span class="o">+</span> <span class="n">Raccoon</span><span class="o">::</span><span class="n">getName</span><span class="p">();}};</span>
</span></span><span class="line"><span class="cl"><span class="kt">void</span> <span class="nf">func</span><span class="p">(</span><span class="k">const</span> <span class="n">Raccoon</span><span class="o">&amp;</span> <span class="n">maybeRaccoon</span><span class="p">){</span>
</span></span><span class="line"><span class="cl"><span class="n">std</span><span class="o">::</span><span class="n">cout</span> <span class="o">&lt;&lt;</span> <span class="n">maybeRaccoon</span><span class="p">.</span><span class="n">getName</span><span class="p">()</span> <span class="o">&lt;&lt;</span> <span class="n">std</span><span class="o">::</span><span class="n">endl</span><span class="p">;}</span>
</span></span><span class="line"><span class="cl"><span class="n">Zebra</span> <span class="n">obj</span><span class="p">;</span>
</span></span><span class="line"><span class="cl"><span class="n">func</span><span class="p">(</span><span class="n">obj</span><span class="p">);</span>
</span></span><span class="line"><span class="cl"><span class="c1">// pintout: zebra_raccoon
</span></span></span></code></pre>
</div>
<h2 id="manage-objects" class="headerLink">
    <a href="#manage-objects" class="header-mark"></a>Manage Objects</h2><ul>
<li>Python</li>
</ul>
<div class="code-block highlight is-open show-line-numbers  tw:group tw:my-2">
  <div class="
    
    tw:flex 
    tw:flex-row
    tw:flex-1 
    tw:justify-between 
    tw:w-full tw:bg-bgColor-secondary
    ">      
    <button 
      class="
        code-block-button
        tw:mx-2 
        tw:flex
        tw:flex-row
        tw:flex-1"
      aria-hidden="true">
          <span class="tw:group-[.is-open]:rotate-90 tw:transition-[transform] tw:duration-500 tw:ease-in-out tw:print:hidden! tw:w-min tw:h-min tw:my-1 tw:mx-1"><svg class="icon"
    xmlns="http://www.w3.org/2000/svg" viewBox="0 0 320 512"><!-- Font Awesome Free 5.15.4 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) --><path d="M285.476 272.971L91.132 467.314c-9.373 9.373-24.569 9.373-33.941 0l-22.667-22.667c-9.357-9.357-9.375-24.522-.04-33.901L188.505 256 34.484 101.255c-9.335-9.379-9.317-24.544.04-33.901l22.667-22.667c9.373-9.373 24.569-9.373 33.941 0L285.475 239.03c9.373 9.372 9.373 24.568.001 33.941z"/></svg></span>
          <span class="tw:select-none tw:my-1! tw:block">python</span>
      </button>

   <div class="tw:flex">
      <button 
        class="
          line-number-button
          tw:mx-2 
          tw:hidden 
          tw:group-[.is-open]:block 
          tw:group-[.show-line-numbers]:text-fgColor-link 
          tw:print:hidden!" 
        title="Toggle line numbers"><svg class="icon"
    xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!-- Font Awesome Free 5.15.4 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) --><path d="M61.77 401l17.5-20.15a19.92 19.92 0 0 0 5.07-14.19v-3.31C84.34 356 80.5 352 73 352H16a8 8 0 0 0-8 8v16a8 8 0 0 0 8 8h22.83a157.41 157.41 0 0 0-11 12.31l-5.61 7c-4 5.07-5.25 10.13-2.8 14.88l1.05 1.93c3 5.76 6.29 7.88 12.25 7.88h4.73c10.33 0 15.94 2.44 15.94 9.09 0 4.72-4.2 8.22-14.36 8.22a41.54 41.54 0 0 1-15.47-3.12c-6.49-3.88-11.74-3.5-15.6 3.12l-5.59 9.31c-3.72 6.13-3.19 11.72 2.63 15.94 7.71 4.69 20.38 9.44 37 9.44 34.16 0 48.5-22.75 48.5-44.12-.03-14.38-9.12-29.76-28.73-34.88zM496 224H176a16 16 0 0 0-16 16v32a16 16 0 0 0 16 16h320a16 16 0 0 0 16-16v-32a16 16 0 0 0-16-16zm0-160H176a16 16 0 0 0-16 16v32a16 16 0 0 0 16 16h320a16 16 0 0 0 16-16V80a16 16 0 0 0-16-16zm0 320H176a16 16 0 0 0-16 16v32a16 16 0 0 0 16 16h320a16 16 0 0 0 16-16v-32a16 16 0 0 0-16-16zM16 160h64a8 8 0 0 0 8-8v-16a8 8 0 0 0-8-8H64V40a8 8 0 0 0-8-8H32a8 8 0 0 0-7.14 4.42l-8 16A8 8 0 0 0 24 64h8v64H16a8 8 0 0 0-8 8v16a8 8 0 0 0 8 8zm-3.91 160H80a8 8 0 0 0 8-8v-16a8 8 0 0 0-8-8H41.32c3.29-10.29 48.34-18.68 48.34-56.44 0-29.06-25-39.56-44.47-39.56-21.36 0-33.8 10-40.46 18.75-4.37 5.59-3 10.84 2.8 15.37l8.58 6.88c5.61 4.56 11 2.47 16.12-2.44a13.44 13.44 0 0 1 9.46-3.84c3.33 0 9.28 1.56 9.28 8.75C51 248.19 0 257.31 0 304.59v4C0 316 5.08 320 12.09 320z"/></svg></button>

      <button 
        class="
          wrap-code-button
          tw:select-none 
          tw:mx-2 
          tw:hidden 
          tw:group-[.is-open]:block 
          tw:group-[.is-wrap]:text-fgColor-link 
          tw:print:hidden!" 
        title="Toggle code wrap"><svg class="icon"
    xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!-- Font Awesome Free 5.15.4 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) --><path d="M16 132h416c8.837 0 16-7.163 16-16V76c0-8.837-7.163-16-16-16H16C7.163 60 0 67.163 0 76v40c0 8.837 7.163 16 16 16zm0 160h416c8.837 0 16-7.163 16-16v-40c0-8.837-7.163-16-16-16H16c-8.837 0-16 7.163-16 16v40c0 8.837 7.163 16 16 16zm0 160h416c8.837 0 16-7.163 16-16v-40c0-8.837-7.163-16-16-16H16c-8.837 0-16 7.163-16 16v40c0 8.837 7.163 16 16 16z"/></svg></button>
      
      <button 
        class="
          copy-code-button
          tw:select-none
          tw:mx-2 
          tw:hidden
          tw:group-[.is-open]:block
          tw:hover:text-fgColor-link 
          tw:print:hidden!"
        title="Copy code">
          <span class="copy-icon tw:block"><svg class="icon"
    xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!-- Font Awesome Free 5.15.4 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) --><path d="M433.941 65.941l-51.882-51.882A48 48 0 0 0 348.118 0H176c-26.51 0-48 21.49-48 48v48H48c-26.51 0-48 21.49-48 48v320c0 26.51 21.49 48 48 48h224c26.51 0 48-21.49 48-48v-48h80c26.51 0 48-21.49 48-48V99.882a48 48 0 0 0-14.059-33.941zM266 464H54a6 6 0 0 1-6-6V150a6 6 0 0 1 6-6h74v224c0 26.51 21.49 48 48 48h96v42a6 6 0 0 1-6 6zm128-96H182a6 6 0 0 1-6-6V54a6 6 0 0 1 6-6h106v88c0 13.255 10.745 24 24 24h88v202a6 6 0 0 1-6 6zm6-256h-64V48h9.632c1.591 0 3.117.632 4.243 1.757l48.368 48.368a6 6 0 0 1 1.757 4.243V112z"/></svg></span>
          <span class="check-icon tw:hidden"><svg class="icon"
    xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!-- Font Awesome Free 5.15.4 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) --><path d="M173.898 439.404l-166.4-166.4c-9.997-9.997-9.997-26.206 0-36.204l36.203-36.204c9.997-9.998 26.207-9.998 36.204 0L192 312.69 432.095 72.596c9.997-9.997 26.207-9.997 36.204 0l36.203 36.204c9.997 9.997 9.997 26.206 0 36.204l-294.4 294.401c-9.998 9.997-26.207 9.997-36.204-.001z"/></svg></span>
      </button>
        
      <button 
        class="
          tw:select-none 
          tw:mx-2 
          tw:block 
          tw:group-[.is-open]:hidden 
          tw:print:hidden!" 
        disabled
        aria-hidden="true"><svg class="icon"
    xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!-- Font Awesome Free 5.15.4 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) --><path d="M328 256c0 39.8-32.2 72-72 72s-72-32.2-72-72 32.2-72 72-72 72 32.2 72 72zm104-72c-39.8 0-72 32.2-72 72s32.2 72 72 72 72-32.2 72-72-32.2-72-72-72zm-352 0c-39.8 0-72 32.2-72 72s32.2 72 72 72 72-32.2 72-72-32.2-72-72-72z"/></svg></button>
    </div>
  </div>
  <pre style="counter-reset: codeblock;" class="tw:block tw:m-0 tw:p-0"><code 
    id="codeblock-id-20" 
    class="
      chroma 
      tw:block! 
      tw:p-0
      tw:m-0
      tw:transition-[max-height] 
      tw:duration-500 
      tw:ease-in-out 
      tw:group-[.is-closed]:max-h-0! 
      tw:group-[.is-wrap]:text-wrap
      tw:overflow-y-hidden
      tw:overflow-x-auto
      tw:scrollbar-thin
      "><span class="line"><span class="cl"><span class="n">obj</span> <span class="o">=</span> <span class="n">ObjClass</span><span class="p">()</span>
</span></span><span class="line"><span class="cl"><span class="n">obj</span><span class="o">.</span><span class="n">method</span><span class="p">(</span><span class="n">arg</span><span class="p">)</span>
</span></span><span class="line"><span class="cl"><span class="n">obj</span><span class="o">.</span><span class="n">attribute</span> <span class="o">=</span> <span class="mi">100</span>
</span></span><span class="line"><span class="cl"><span class="n">obj2</span> <span class="o">=</span> <span class="n">obj</span> <span class="c1"># reference the same object</span>
</span></span><span class="line"><span class="cl"><span class="c1"># Manual delete is not needed</span></span></span></code></pre>
</div>
<ul>
<li>C++</li>
</ul>
<div class="code-block highlight is-open show-line-numbers  tw:group tw:my-2">
  <div class="
    
    tw:flex 
    tw:flex-row
    tw:flex-1 
    tw:justify-between 
    tw:w-full tw:bg-bgColor-secondary
    ">      
    <button 
      class="
        code-block-button
        tw:mx-2 
        tw:flex
        tw:flex-row
        tw:flex-1"
      aria-hidden="true">
          <span class="tw:group-[.is-open]:rotate-90 tw:transition-[transform] tw:duration-500 tw:ease-in-out tw:print:hidden! tw:w-min tw:h-min tw:my-1 tw:mx-1"><svg class="icon"
    xmlns="http://www.w3.org/2000/svg" viewBox="0 0 320 512"><!-- Font Awesome Free 5.15.4 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) --><path d="M285.476 272.971L91.132 467.314c-9.373 9.373-24.569 9.373-33.941 0l-22.667-22.667c-9.357-9.357-9.375-24.522-.04-33.901L188.505 256 34.484 101.255c-9.335-9.379-9.317-24.544.04-33.901l22.667-22.667c9.373-9.373 24.569-9.373 33.941 0L285.475 239.03c9.373 9.372 9.373 24.568.001 33.941z"/></svg></span>
          <span class="tw:select-none tw:my-1! tw:block">cpp</span>
      </button>

   <div class="tw:flex">
      <button 
        class="
          line-number-button
          tw:mx-2 
          tw:hidden 
          tw:group-[.is-open]:block 
          tw:group-[.show-line-numbers]:text-fgColor-link 
          tw:print:hidden!" 
        title="Toggle line numbers"><svg class="icon"
    xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!-- Font Awesome Free 5.15.4 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) --><path d="M61.77 401l17.5-20.15a19.92 19.92 0 0 0 5.07-14.19v-3.31C84.34 356 80.5 352 73 352H16a8 8 0 0 0-8 8v16a8 8 0 0 0 8 8h22.83a157.41 157.41 0 0 0-11 12.31l-5.61 7c-4 5.07-5.25 10.13-2.8 14.88l1.05 1.93c3 5.76 6.29 7.88 12.25 7.88h4.73c10.33 0 15.94 2.44 15.94 9.09 0 4.72-4.2 8.22-14.36 8.22a41.54 41.54 0 0 1-15.47-3.12c-6.49-3.88-11.74-3.5-15.6 3.12l-5.59 9.31c-3.72 6.13-3.19 11.72 2.63 15.94 7.71 4.69 20.38 9.44 37 9.44 34.16 0 48.5-22.75 48.5-44.12-.03-14.38-9.12-29.76-28.73-34.88zM496 224H176a16 16 0 0 0-16 16v32a16 16 0 0 0 16 16h320a16 16 0 0 0 16-16v-32a16 16 0 0 0-16-16zm0-160H176a16 16 0 0 0-16 16v32a16 16 0 0 0 16 16h320a16 16 0 0 0 16-16V80a16 16 0 0 0-16-16zm0 320H176a16 16 0 0 0-16 16v32a16 16 0 0 0 16 16h320a16 16 0 0 0 16-16v-32a16 16 0 0 0-16-16zM16 160h64a8 8 0 0 0 8-8v-16a8 8 0 0 0-8-8H64V40a8 8 0 0 0-8-8H32a8 8 0 0 0-7.14 4.42l-8 16A8 8 0 0 0 24 64h8v64H16a8 8 0 0 0-8 8v16a8 8 0 0 0 8 8zm-3.91 160H80a8 8 0 0 0 8-8v-16a8 8 0 0 0-8-8H41.32c3.29-10.29 48.34-18.68 48.34-56.44 0-29.06-25-39.56-44.47-39.56-21.36 0-33.8 10-40.46 18.75-4.37 5.59-3 10.84 2.8 15.37l8.58 6.88c5.61 4.56 11 2.47 16.12-2.44a13.44 13.44 0 0 1 9.46-3.84c3.33 0 9.28 1.56 9.28 8.75C51 248.19 0 257.31 0 304.59v4C0 316 5.08 320 12.09 320z"/></svg></button>

      <button 
        class="
          wrap-code-button
          tw:select-none 
          tw:mx-2 
          tw:hidden 
          tw:group-[.is-open]:block 
          tw:group-[.is-wrap]:text-fgColor-link 
          tw:print:hidden!" 
        title="Toggle code wrap"><svg class="icon"
    xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!-- Font Awesome Free 5.15.4 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) --><path d="M16 132h416c8.837 0 16-7.163 16-16V76c0-8.837-7.163-16-16-16H16C7.163 60 0 67.163 0 76v40c0 8.837 7.163 16 16 16zm0 160h416c8.837 0 16-7.163 16-16v-40c0-8.837-7.163-16-16-16H16c-8.837 0-16 7.163-16 16v40c0 8.837 7.163 16 16 16zm0 160h416c8.837 0 16-7.163 16-16v-40c0-8.837-7.163-16-16-16H16c-8.837 0-16 7.163-16 16v40c0 8.837 7.163 16 16 16z"/></svg></button>
      
      <button 
        class="
          copy-code-button
          tw:select-none
          tw:mx-2 
          tw:hidden
          tw:group-[.is-open]:block
          tw:hover:text-fgColor-link 
          tw:print:hidden!"
        title="Copy code">
          <span class="copy-icon tw:block"><svg class="icon"
    xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!-- Font Awesome Free 5.15.4 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) --><path d="M433.941 65.941l-51.882-51.882A48 48 0 0 0 348.118 0H176c-26.51 0-48 21.49-48 48v48H48c-26.51 0-48 21.49-48 48v320c0 26.51 21.49 48 48 48h224c26.51 0 48-21.49 48-48v-48h80c26.51 0 48-21.49 48-48V99.882a48 48 0 0 0-14.059-33.941zM266 464H54a6 6 0 0 1-6-6V150a6 6 0 0 1 6-6h74v224c0 26.51 21.49 48 48 48h96v42a6 6 0 0 1-6 6zm128-96H182a6 6 0 0 1-6-6V54a6 6 0 0 1 6-6h106v88c0 13.255 10.745 24 24 24h88v202a6 6 0 0 1-6 6zm6-256h-64V48h9.632c1.591 0 3.117.632 4.243 1.757l48.368 48.368a6 6 0 0 1 1.757 4.243V112z"/></svg></span>
          <span class="check-icon tw:hidden"><svg class="icon"
    xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!-- Font Awesome Free 5.15.4 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) --><path d="M173.898 439.404l-166.4-166.4c-9.997-9.997-9.997-26.206 0-36.204l36.203-36.204c9.997-9.998 26.207-9.998 36.204 0L192 312.69 432.095 72.596c9.997-9.997 26.207-9.997 36.204 0l36.203 36.204c9.997 9.997 9.997 26.206 0 36.204l-294.4 294.401c-9.998 9.997-26.207 9.997-36.204-.001z"/></svg></span>
      </button>
        
      <button 
        class="
          tw:select-none 
          tw:mx-2 
          tw:block 
          tw:group-[.is-open]:hidden 
          tw:print:hidden!" 
        disabled
        aria-hidden="true"><svg class="icon"
    xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!-- Font Awesome Free 5.15.4 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) --><path d="M328 256c0 39.8-32.2 72-72 72s-72-32.2-72-72 32.2-72 72-72 72 32.2 72 72zm104-72c-39.8 0-72 32.2-72 72s32.2 72 72 72 72-32.2 72-72-32.2-72-72-72zm-352 0c-39.8 0-72 32.2-72 72s32.2 72 72 72 72-32.2 72-72-32.2-72-72-72z"/></svg></button>
    </div>
  </div>
  <pre style="counter-reset: codeblock;" class="tw:block tw:m-0 tw:p-0"><code 
    id="codeblock-id-21" 
    class="
      chroma 
      tw:block! 
      tw:p-0
      tw:m-0
      tw:transition-[max-height] 
      tw:duration-500 
      tw:ease-in-out 
      tw:group-[.is-closed]:max-h-0! 
      tw:group-[.is-wrap]:text-wrap
      tw:overflow-y-hidden
      tw:overflow-x-auto
      tw:scrollbar-thin
      "><span class="line"><span class="cl"><span class="n">ObjClass</span><span class="o">*</span> <span class="n">obj</span> <span class="o">=</span> <span class="k">nullptr</span><span class="p">;</span> <span class="c1">// prefer nullptr over NULL
</span></span></span><span class="line"><span class="cl"><span class="n">ObjClass</span><span class="o">*</span> <span class="n">obj</span> <span class="o">=</span> <span class="k">new</span> <span class="n">ObjClass</span><span class="p">();</span> <span class="c1">// allocate on heap
</span></span></span><span class="line"><span class="cl"><span class="n">obj</span><span class="o">-&gt;</span><span class="n">method</span><span class="p">(</span><span class="n">arg</span><span class="p">);</span>
</span></span><span class="line"><span class="cl"><span class="n">obj</span><span class="o">-&gt;</span><span class="n">attribuge</span> <span class="o">=</span> <span class="mi">100</span><span class="p">;</span>
</span></span><span class="line"><span class="cl"><span class="k">auto</span> <span class="n">obj2</span> <span class="o">=</span> <span class="n">obj</span><span class="p">;</span>   <span class="c1">// point to the same object
</span></span></span><span class="line"><span class="cl"><span class="k">auto</span> <span class="n">obj2</span> <span class="o">=</span> <span class="o">*</span><span class="n">obj</span><span class="p">;</span>  <span class="c1">// copy!
</span></span></span><span class="line"><span class="cl"><span class="k">auto</span><span class="o">&amp;</span> <span class="n">obj2</span> <span class="o">=</span> <span class="o">*</span><span class="n">obj</span><span class="p">;</span> <span class="c1">// reference the same object
</span></span></span><span class="line"><span class="cl"><span class="k">delete</span> <span class="n">obj</span><span class="p">;</span>        <span class="c1">// when not used, manual delete is required
</span></span></span><span class="line"><span class="cl"><span class="n">ObjectClass</span> <span class="nf">localObj</span><span class="p">();</span> <span class="c1">// allocate on local stack
</span></span></span><span class="line"><span class="cl"><span class="n">localObj</span><span class="p">.</span><span class="n">method</span><span class="p">(</span><span class="n">arg</span><span class="p">);</span>
</span></span><span class="line"><span class="cl"><span class="c1">// Raw pointer is not recommended. Use smart pointers
</span></span></span><span class="line"><span class="cl"><span class="cp">#include</span> <span class="cpf">&lt;memory&gt;</span><span class="cp">
</span></span></span><span class="line"><span class="cl"><span class="n">std</span><span class="o">::</span><span class="n">shared_ptr</span><span class="o">&lt;</span><span class="n">ObjClass</span><span class="o">&gt;</span> <span class="n">obj</span><span class="p">;</span>
</span></span><span class="line"><span class="cl"><span class="k">auto</span> <span class="n">obj</span> <span class="o">=</span> <span class="n">std</span><span class="o">::</span><span class="n">make_shared</span><span class="o">&lt;</span><span class="n">ObjClass</span><span class="o">&gt;</span><span class="p">();</span>
</span></span><span class="line"><span class="cl"><span class="n">obj</span><span class="o">-&gt;</span><span class="n">method</span><span class="p">(</span><span class="n">arg</span><span class="p">);</span>
</span></span><span class="line"><span class="cl"><span class="n">obj</span><span class="o">-&gt;</span><span class="n">attribute</span> <span class="o">=</span> <span class="mi">100</span><span class="p">;</span> <span class="c1">// manual delete is not needed
</span></span></span><span class="line"><span class="cl"><span class="k">auto</span> <span class="n">obj2</span> <span class="o">=</span> <span class="n">obj</span><span class="p">;</span>      <span class="c1">// point to the same object (no * or &amp;)
</span></span></span></code></pre>
</div>
<h2 id="common-data-types-from-python-to-c" class="headerLink">
    <a href="#common-data-types-from-python-to-c" class="header-mark"></a>Common Data Types (from Python to C++)</h2><ul>
<li><code>int</code>:
<ul>
<li>int, long, unsigned int, unsigned long (size is architecture dependent)</li>
<li>std::int64_t, std::uint64_t, std::int16_t, &hellip; (#include <cstdint>, well-defined sizes)</li>
</ul>
</li>
<li><code>bool</code>:bool</li>
<li><code>float</code>: double (64-bit), float(32-bit, bad performance &amp; not recommended)</li>
<li><code>str, bytes</code>: std::string (#include <string>)</li>
<li>containers:
<ul>
<li><code>list</code>: std::vector&lt;&gt; (#include <vector>)</li>
<li><code>dict</code>: std::unordered_map&lt;&gt; (#include &lt;unordered_map&gt;)</li>
<li><code>set</code>: std::unordered_set&lt;&gt; (#include &lt;unordered_set&gt;)</li>
</ul>
</li>
<li>None:
<ul>
<li>For float, can use NAN (#include <cmath>) and use std::isnan(number) to check if it’s NAN</li>
<li>For string, just use empty string and use str.empty() to check if it’s empty</li>
</ul>
</li>
</ul>
<h2 id="define-strings" class="headerLink">
    <a href="#define-strings" class="header-mark"></a>Define Strings</h2><ul>
<li>Python</li>
</ul>
<div class="code-block highlight is-open show-line-numbers  tw:group tw:my-2">
  <div class="
    
    tw:flex 
    tw:flex-row
    tw:flex-1 
    tw:justify-between 
    tw:w-full tw:bg-bgColor-secondary
    ">      
    <button 
      class="
        code-block-button
        tw:mx-2 
        tw:flex
        tw:flex-row
        tw:flex-1"
      aria-hidden="true">
          <span class="tw:group-[.is-open]:rotate-90 tw:transition-[transform] tw:duration-500 tw:ease-in-out tw:print:hidden! tw:w-min tw:h-min tw:my-1 tw:mx-1"><svg class="icon"
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          <span class="tw:select-none tw:my-1! tw:block">python</span>
      </button>

   <div class="tw:flex">
      <button 
        class="
          line-number-button
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          tw:hidden 
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          tw:group-[.show-line-numbers]:text-fgColor-link 
          tw:print:hidden!" 
        title="Toggle line numbers"><svg class="icon"
    xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!-- Font Awesome Free 5.15.4 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) --><path d="M61.77 401l17.5-20.15a19.92 19.92 0 0 0 5.07-14.19v-3.31C84.34 356 80.5 352 73 352H16a8 8 0 0 0-8 8v16a8 8 0 0 0 8 8h22.83a157.41 157.41 0 0 0-11 12.31l-5.61 7c-4 5.07-5.25 10.13-2.8 14.88l1.05 1.93c3 5.76 6.29 7.88 12.25 7.88h4.73c10.33 0 15.94 2.44 15.94 9.09 0 4.72-4.2 8.22-14.36 8.22a41.54 41.54 0 0 1-15.47-3.12c-6.49-3.88-11.74-3.5-15.6 3.12l-5.59 9.31c-3.72 6.13-3.19 11.72 2.63 15.94 7.71 4.69 20.38 9.44 37 9.44 34.16 0 48.5-22.75 48.5-44.12-.03-14.38-9.12-29.76-28.73-34.88zM496 224H176a16 16 0 0 0-16 16v32a16 16 0 0 0 16 16h320a16 16 0 0 0 16-16v-32a16 16 0 0 0-16-16zm0-160H176a16 16 0 0 0-16 16v32a16 16 0 0 0 16 16h320a16 16 0 0 0 16-16V80a16 16 0 0 0-16-16zm0 320H176a16 16 0 0 0-16 16v32a16 16 0 0 0 16 16h320a16 16 0 0 0 16-16v-32a16 16 0 0 0-16-16zM16 160h64a8 8 0 0 0 8-8v-16a8 8 0 0 0-8-8H64V40a8 8 0 0 0-8-8H32a8 8 0 0 0-7.14 4.42l-8 16A8 8 0 0 0 24 64h8v64H16a8 8 0 0 0-8 8v16a8 8 0 0 0 8 8zm-3.91 160H80a8 8 0 0 0 8-8v-16a8 8 0 0 0-8-8H41.32c3.29-10.29 48.34-18.68 48.34-56.44 0-29.06-25-39.56-44.47-39.56-21.36 0-33.8 10-40.46 18.75-4.37 5.59-3 10.84 2.8 15.37l8.58 6.88c5.61 4.56 11 2.47 16.12-2.44a13.44 13.44 0 0 1 9.46-3.84c3.33 0 9.28 1.56 9.28 8.75C51 248.19 0 257.31 0 304.59v4C0 316 5.08 320 12.09 320z"/></svg></button>

      <button 
        class="
          wrap-code-button
          tw:select-none 
          tw:mx-2 
          tw:hidden 
          tw:group-[.is-open]:block 
          tw:group-[.is-wrap]:text-fgColor-link 
          tw:print:hidden!" 
        title="Toggle code wrap"><svg class="icon"
    xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!-- Font Awesome Free 5.15.4 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) --><path d="M16 132h416c8.837 0 16-7.163 16-16V76c0-8.837-7.163-16-16-16H16C7.163 60 0 67.163 0 76v40c0 8.837 7.163 16 16 16zm0 160h416c8.837 0 16-7.163 16-16v-40c0-8.837-7.163-16-16-16H16c-8.837 0-16 7.163-16 16v40c0 8.837 7.163 16 16 16zm0 160h416c8.837 0 16-7.163 16-16v-40c0-8.837-7.163-16-16-16H16c-8.837 0-16 7.163-16 16v40c0 8.837 7.163 16 16 16z"/></svg></button>
      
      <button 
        class="
          copy-code-button
          tw:select-none
          tw:mx-2 
          tw:hidden
          tw:group-[.is-open]:block
          tw:hover:text-fgColor-link 
          tw:print:hidden!"
        title="Copy code">
          <span class="copy-icon tw:block"><svg class="icon"
    xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!-- Font Awesome Free 5.15.4 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) --><path d="M433.941 65.941l-51.882-51.882A48 48 0 0 0 348.118 0H176c-26.51 0-48 21.49-48 48v48H48c-26.51 0-48 21.49-48 48v320c0 26.51 21.49 48 48 48h224c26.51 0 48-21.49 48-48v-48h80c26.51 0 48-21.49 48-48V99.882a48 48 0 0 0-14.059-33.941zM266 464H54a6 6 0 0 1-6-6V150a6 6 0 0 1 6-6h74v224c0 26.51 21.49 48 48 48h96v42a6 6 0 0 1-6 6zm128-96H182a6 6 0 0 1-6-6V54a6 6 0 0 1 6-6h106v88c0 13.255 10.745 24 24 24h88v202a6 6 0 0 1-6 6zm6-256h-64V48h9.632c1.591 0 3.117.632 4.243 1.757l48.368 48.368a6 6 0 0 1 1.757 4.243V112z"/></svg></span>
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      </button>
        
      <button 
        class="
          tw:select-none 
          tw:mx-2 
          tw:block 
          tw:group-[.is-open]:hidden 
          tw:print:hidden!" 
        disabled
        aria-hidden="true"><svg class="icon"
    xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!-- Font Awesome Free 5.15.4 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) --><path d="M328 256c0 39.8-32.2 72-72 72s-72-32.2-72-72 32.2-72 72-72 72 32.2 72 72zm104-72c-39.8 0-72 32.2-72 72s32.2 72 72 72 72-32.2 72-72-32.2-72-72-72zm-352 0c-39.8 0-72 32.2-72 72s32.2 72 72 72 72-32.2 72-72-32.2-72-72-72z"/></svg></button>
    </div>
  </div>
  <pre style="counter-reset: codeblock;" class="tw:block tw:m-0 tw:p-0"><code 
    id="codeblock-id-22" 
    class="
      chroma 
      tw:block! 
      tw:p-0
      tw:m-0
      tw:transition-[max-height] 
      tw:duration-500 
      tw:ease-in-out 
      tw:group-[.is-closed]:max-h-0! 
      tw:group-[.is-wrap]:text-wrap
      tw:overflow-y-hidden
      tw:overflow-x-auto
      tw:scrollbar-thin
      "><span class="line"><span class="cl"><span class="n">s</span> <span class="o">=</span> <span class="s2">&#34;this is a string&#34;</span>
</span></span><span class="line"><span class="cl"><span class="n">s2</span> <span class="o">=</span> <span class="n">s</span> <span class="c1"># s2 and s reference the same object</span>
</span></span><span class="line"><span class="cl"><span class="nb">len</span><span class="p">(</span><span class="n">s</span><span class="p">)</span>
</span></span><span class="line"><span class="cl"><span class="n">t</span> <span class="o">=</span> <span class="s2">&#34;prefix_&#34;</span> <span class="o">+</span> <span class="n">s</span> <span class="o">+</span> <span class="s2">&#34;_suffix&#34;</span>
</span></span><span class="line"><span class="cl"><span class="n">t</span> <span class="o">=</span> <span class="s2">&#34;prefix1&#34;</span> <span class="o">+</span> <span class="s2">&#34;prefix2&#34;</span> <span class="o">+</span> <span class="n">s</span>
</span></span><span class="line"><span class="cl"><span class="n">s</span> <span class="o">=</span> <span class="s2">&#34;has</span><span class="se">\0</span><span class="s2">zero&#34;</span>
</span></span><span class="line"><span class="cl"><span class="c1"># len(s): 8</span></span></span></code></pre>
</div>
<ul>
<li>C++</li>
</ul>
<div class="code-block highlight is-open show-line-numbers  tw:group tw:my-2">
  <div class="
    
    tw:flex 
    tw:flex-row
    tw:flex-1 
    tw:justify-between 
    tw:w-full tw:bg-bgColor-secondary
    ">      
    <button 
      class="
        code-block-button
        tw:mx-2 
        tw:flex
        tw:flex-row
        tw:flex-1"
      aria-hidden="true">
          <span class="tw:group-[.is-open]:rotate-90 tw:transition-[transform] tw:duration-500 tw:ease-in-out tw:print:hidden! tw:w-min tw:h-min tw:my-1 tw:mx-1"><svg class="icon"
    xmlns="http://www.w3.org/2000/svg" viewBox="0 0 320 512"><!-- Font Awesome Free 5.15.4 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) --><path d="M285.476 272.971L91.132 467.314c-9.373 9.373-24.569 9.373-33.941 0l-22.667-22.667c-9.357-9.357-9.375-24.522-.04-33.901L188.505 256 34.484 101.255c-9.335-9.379-9.317-24.544.04-33.901l22.667-22.667c9.373-9.373 24.569-9.373 33.941 0L285.475 239.03c9.373 9.372 9.373 24.568.001 33.941z"/></svg></span>
          <span class="tw:select-none tw:my-1! tw:block">cpp</span>
      </button>

   <div class="tw:flex">
      <button 
        class="
          line-number-button
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          tw:print:hidden!" 
        title="Toggle line numbers"><svg class="icon"
    xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!-- Font Awesome Free 5.15.4 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) --><path d="M61.77 401l17.5-20.15a19.92 19.92 0 0 0 5.07-14.19v-3.31C84.34 356 80.5 352 73 352H16a8 8 0 0 0-8 8v16a8 8 0 0 0 8 8h22.83a157.41 157.41 0 0 0-11 12.31l-5.61 7c-4 5.07-5.25 10.13-2.8 14.88l1.05 1.93c3 5.76 6.29 7.88 12.25 7.88h4.73c10.33 0 15.94 2.44 15.94 9.09 0 4.72-4.2 8.22-14.36 8.22a41.54 41.54 0 0 1-15.47-3.12c-6.49-3.88-11.74-3.5-15.6 3.12l-5.59 9.31c-3.72 6.13-3.19 11.72 2.63 15.94 7.71 4.69 20.38 9.44 37 9.44 34.16 0 48.5-22.75 48.5-44.12-.03-14.38-9.12-29.76-28.73-34.88zM496 224H176a16 16 0 0 0-16 16v32a16 16 0 0 0 16 16h320a16 16 0 0 0 16-16v-32a16 16 0 0 0-16-16zm0-160H176a16 16 0 0 0-16 16v32a16 16 0 0 0 16 16h320a16 16 0 0 0 16-16V80a16 16 0 0 0-16-16zm0 320H176a16 16 0 0 0-16 16v32a16 16 0 0 0 16 16h320a16 16 0 0 0 16-16v-32a16 16 0 0 0-16-16zM16 160h64a8 8 0 0 0 8-8v-16a8 8 0 0 0-8-8H64V40a8 8 0 0 0-8-8H32a8 8 0 0 0-7.14 4.42l-8 16A8 8 0 0 0 24 64h8v64H16a8 8 0 0 0-8 8v16a8 8 0 0 0 8 8zm-3.91 160H80a8 8 0 0 0 8-8v-16a8 8 0 0 0-8-8H41.32c3.29-10.29 48.34-18.68 48.34-56.44 0-29.06-25-39.56-44.47-39.56-21.36 0-33.8 10-40.46 18.75-4.37 5.59-3 10.84 2.8 15.37l8.58 6.88c5.61 4.56 11 2.47 16.12-2.44a13.44 13.44 0 0 1 9.46-3.84c3.33 0 9.28 1.56 9.28 8.75C51 248.19 0 257.31 0 304.59v4C0 316 5.08 320 12.09 320z"/></svg></button>

      <button 
        class="
          wrap-code-button
          tw:select-none 
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        title="Toggle code wrap"><svg class="icon"
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      <button 
        class="
          copy-code-button
          tw:select-none
          tw:mx-2 
          tw:hidden
          tw:group-[.is-open]:block
          tw:hover:text-fgColor-link 
          tw:print:hidden!"
        title="Copy code">
          <span class="copy-icon tw:block"><svg class="icon"
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  <pre style="counter-reset: codeblock;" class="tw:block tw:m-0 tw:p-0"><code 
    id="codeblock-id-23" 
    class="
      chroma 
      tw:block! 
      tw:p-0
      tw:m-0
      tw:transition-[max-height] 
      tw:duration-500 
      tw:ease-in-out 
      tw:group-[.is-closed]:max-h-0! 
      tw:group-[.is-wrap]:text-wrap
      tw:overflow-y-hidden
      tw:overflow-x-auto
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      "><span class="line"><span class="cl"><span class="cp">#include</span> <span class="cpf">&lt;string&gt;</span><span class="cp">
</span></span></span><span class="line"><span class="cl"><span class="n">std</span><span class="o">::</span><span class="n">string</span> <span class="n">s</span> <span class="o">=</span> <span class="s">&#34;this is a string&#34;</span><span class="p">;</span>
</span></span><span class="line"><span class="cl"><span class="k">auto</span> <span class="n">s2</span> <span class="o">=</span> <span class="n">s</span><span class="p">;</span> <span class="c1">// copy s to s2 (new object)
</span></span></span><span class="line"><span class="cl"><span class="k">auto</span><span class="o">&amp;</span> <span class="n">s2</span> <span class="o">=</span> <span class="n">s</span><span class="p">;</span> <span class="c1">// s2 is a reference only
</span></span></span><span class="line"><span class="cl"><span class="n">s</span><span class="p">.</span><span class="n">length</span><span class="p">();</span>
</span></span><span class="line"><span class="cl"><span class="k">auto</span> <span class="n">t</span> <span class="o">=</span> <span class="s">&#34;prefix_&#34;</span> <span class="o">+</span> <span class="n">s</span> <span class="o">+</span> <span class="s">&#34;_suffix&#34;</span><span class="p">;</span> <span class="c1">// works but slower
</span></span></span><span class="line"><span class="cl"><span class="n">std</span><span class="o">::</span><span class="n">string</span> <span class="n">t</span> <span class="o">=</span> <span class="s">&#34;prefix_&#34;</span><span class="p">;</span> <span class="n">t</span> <span class="o">+=</span> <span class="n">s</span><span class="p">;</span> <span class="n">t</span> <span class="o">+=</span> <span class="s">&#34;_suffix&#34;</span><span class="p">;</span> <span class="c1">// good
</span></span></span><span class="line"><span class="cl"><span class="k">auto</span> <span class="n">t</span> <span class="o">=</span> <span class="s">&#34;prefix1&#34;</span> <span class="o">+</span> <span class="s">&#34;prefix2&#34;</span> <span class="o">+</span> <span class="n">s</span><span class="p">;</span> <span class="c1">// does not work
</span></span></span><span class="line"><span class="cl"><span class="n">std</span><span class="o">::</span><span class="n">string</span> <span class="n">s</span> <span class="o">=</span> <span class="s">&#34;has</span><span class="se">\0</span><span class="s">zero&#34;</span><span class="p">;</span> <span class="c1">// incorrect
</span></span></span><span class="line"><span class="cl"><span class="n">s</span><span class="p">.</span><span class="n">length</span><span class="p">()</span><span class="o">:</span> <span class="mi">3</span>
</span></span><span class="line"><span class="cl"><span class="n">std</span><span class="o">::</span><span class="n">string</span> <span class="n">s</span><span class="p">(</span><span class="s">&#34;has</span><span class="se">\0</span><span class="s">zero&#34;</span><span class="p">,</span> <span class="mi">8</span><span class="p">);</span> <span class="c1">// correct
</span></span></span><span class="line"><span class="cl"><span class="n">Alternative</span> <span class="p">(</span><span class="n">C</span><span class="o">++</span> <span class="mi">14</span><span class="p">)</span><span class="o">:</span>
</span></span><span class="line"><span class="cl"><span class="k">using</span> <span class="k">namespace</span> <span class="n">std</span><span class="o">::</span><span class="n">string_literals</span><span class="p">;</span>
</span></span><span class="line"><span class="cl"><span class="k">auto</span> <span class="n">z</span> <span class="o">=</span> <span class="s">&#34;has</span><span class="se">\0</span><span class="s">zero&#34;</span><span class="n">s</span><span class="p">;</span> <span class="c1">// add &#34;s&#34; suffix, z is std::string
</span></span></span><span class="line"><span class="cl"><span class="k">auto</span> <span class="n">z</span> <span class="o">=</span> <span class="s">&#34;has</span><span class="se">\0</span><span class="s">zero&#34;</span><span class="p">;</span> <span class="c1">// z is char* pointer
</span></span></span></code></pre>
</div>
<h2 id="string-methods" class="headerLink">
    <a href="#string-methods" class="header-mark"></a>String Methods</h2><ul>
<li>Python</li>
</ul>
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  <pre style="counter-reset: codeblock;" class="tw:block tw:m-0 tw:p-0"><code 
    id="codeblock-id-24" 
    class="
      chroma 
      tw:block! 
      tw:p-0
      tw:m-0
      tw:transition-[max-height] 
      tw:duration-500 
      tw:ease-in-out 
      tw:group-[.is-closed]:max-h-0! 
      tw:group-[.is-wrap]:text-wrap
      tw:overflow-y-hidden
      tw:overflow-x-auto
      tw:scrollbar-thin
      "><span class="line"><span class="cl"><span class="n">t</span> <span class="o">=</span> <span class="s2">&#34;test str&#34;</span>
</span></span><span class="line"><span class="cl"><span class="k">if</span> <span class="n">t</span><span class="o">.</span><span class="n">find</span><span class="p">(</span><span class="s2">&#34;sub_str&#34;</span><span class="p">)</span> <span class="o">==</span> <span class="o">-</span><span class="mi">1</span><span class="p">:</span>
</span></span><span class="line"><span class="cl">    <span class="nb">print</span><span class="p">(</span><span class="s2">&#34;not found&#34;</span><span class="p">)</span>
</span></span><span class="line"><span class="cl"><span class="n">u</span> <span class="o">=</span> <span class="n">t</span><span class="p">[</span><span class="mi">1</span><span class="p">:</span><span class="mi">2</span><span class="p">]</span> <span class="c1"># get sub string</span>
</span></span><span class="line"><span class="cl"><span class="n">u</span> <span class="o">=</span> <span class="n">t</span><span class="p">[</span><span class="mi">2</span><span class="p">:]</span>  <span class="c1"># get sub string til end</span>
</span></span><span class="line"><span class="cl"><span class="k">if</span> <span class="ow">not</span> <span class="n">t</span><span class="p">:</span>
</span></span><span class="line"><span class="cl">    <span class="nb">print</span><span class="p">(</span><span class="s2">&#34;empty str&#34;</span><span class="p">)</span>
</span></span><span class="line"><span class="cl"><span class="n">v</span> <span class="o">=</span> <span class="n">t</span><span class="o">.</span><span class="n">lower</span><span class="p">()</span></span></span></code></pre>
</div>
<ul>
<li>C++</li>
</ul>
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  <pre style="counter-reset: codeblock;" class="tw:block tw:m-0 tw:p-0"><code 
    id="codeblock-id-25" 
    class="
      chroma 
      tw:block! 
      tw:p-0
      tw:m-0
      tw:transition-[max-height] 
      tw:duration-500 
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      tw:group-[.is-wrap]:text-wrap
      tw:overflow-y-hidden
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      "><span class="line"><span class="cl"><span class="cp">#include</span> <span class="cpf">&lt;string&gt;</span><span class="cp">
</span></span></span><span class="line"><span class="cl"><span class="n">std</span><span class="o">::</span><span class="n">string</span> <span class="n">t</span> <span class="o">=</span> <span class="s">&#34;test str&#34;</span><span class="p">;</span>
</span></span><span class="line"><span class="cl"><span class="k">if</span> <span class="p">(</span><span class="n">t</span><span class="p">.</span><span class="n">find</span><span class="p">(</span><span class="s">&#34;sub_str&#34;</span><span class="p">)</span> <span class="o">==</span> <span class="n">std</span><span class="o">::</span><span class="n">string</span><span class="o">::</span><span class="n">npos</span><span class="p">)</span>
</span></span><span class="line"><span class="cl"><span class="n">std</span><span class="o">::</span><span class="n">cout</span> <span class="o">&lt;&lt;</span> <span class="s">&#34;not found</span><span class="se">\n</span><span class="s">&#34;</span><span class="p">;</span>
</span></span><span class="line"><span class="cl"><span class="k">if</span><span class="p">(</span><span class="n">t</span><span class="p">.</span><span class="n">empty</span><span class="p">())</span>
</span></span><span class="line"><span class="cl"><span class="n">std</span><span class="o">::</span><span class="n">cout</span> <span class="o">&lt;&lt;</span> <span class="s">&#34;empty str</span><span class="se">\n</span><span class="s">&#34;</span><span class="p">;</span>
</span></span><span class="line"><span class="cl"><span class="k">auto</span> <span class="n">u</span> <span class="o">=</span> <span class="n">t</span><span class="p">.</span><span class="n">substr</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="mi">2</span><span class="p">);</span>
</span></span><span class="line"><span class="cl"><span class="k">auto</span> <span class="n">u</span> <span class="o">=</span> <span class="n">t</span><span class="p">.</span><span class="n">substr</span><span class="p">(</span><span class="mi">1</span><span class="p">);</span>
</span></span><span class="line"><span class="cl"><span class="cp">#include</span> <span class="cpf">&lt;algorithm&gt;</span><span class="cp">
</span></span></span><span class="line"><span class="cl"><span class="cp">#include</span> <span class="cpf">&lt;cctype&gt;</span><span class="cp">
</span></span></span><span class="line"><span class="cl"><span class="n">std</span><span class="o">::</span><span class="n">transform</span><span class="p">(</span><span class="n">t</span><span class="p">.</span><span class="n">begin</span><span class="p">(),</span> <span class="n">t</span><span class="p">.</span><span class="n">end</span><span class="p">(),</span> <span class="n">t</span><span class="p">.</span><span class="n">begin</span><span class="p">(),</span> <span class="n">std</span><span class="o">::</span><span class="n">tolower</span><span class="p">);</span>
</span></span><span class="line"><span class="cl"><span class="c1">// This does not work in unicode
</span></span></span></code></pre>
</div>
<h2 id="list-dynamic-array" class="headerLink">
    <a href="#list-dynamic-array" class="header-mark"></a>List (dynamic array)</h2><ul>
<li>Python</li>
</ul>
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  <pre style="counter-reset: codeblock;" class="tw:block tw:m-0 tw:p-0"><code 
    id="codeblock-id-26" 
    class="
      chroma 
      tw:block! 
      tw:p-0
      tw:m-0
      tw:transition-[max-height] 
      tw:duration-500 
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      tw:group-[.is-closed]:max-h-0! 
      tw:group-[.is-wrap]:text-wrap
      tw:overflow-y-hidden
      tw:overflow-x-auto
      tw:scrollbar-thin
      "><span class="line"><span class="cl"><span class="n">a</span> <span class="o">=</span> <span class="p">[</span><span class="mi">1</span><span class="p">,</span> <span class="mi">2</span><span class="p">,</span> <span class="mi">3</span><span class="p">]</span>
</span></span><span class="line"><span class="cl"><span class="n">b</span> <span class="o">=</span> <span class="p">[</span><span class="s2">&#34;str1&#34;</span><span class="p">,</span> <span class="s2">&#34;str2&#34;</span><span class="p">,</span> <span class="s2">&#34;str3&#34;</span><span class="p">]</span>
</span></span><span class="line"><span class="cl"><span class="n">c</span> <span class="o">=</span> <span class="p">[</span><span class="s2">&#34;xxx&#34;</span><span class="p">,</span> <span class="p">{},</span> <span class="mi">100</span><span class="p">,</span> <span class="mf">0.5</span><span class="p">]</span> <span class="c1"># cannot be done in C++</span>
</span></span><span class="line"><span class="cl"><span class="n">a</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="mi">100</span><span class="p">)</span>
</span></span><span class="line"><span class="cl"><span class="n">a</span><span class="o">.</span><span class="n">insert</span><span class="p">(</span><span class="mi">2</span><span class="p">,</span> <span class="mi">10</span><span class="p">)</span>
</span></span><span class="line"><span class="cl"><span class="k">del</span> <span class="n">a</span><span class="p">[</span><span class="mi">1</span><span class="p">],</span> <span class="n">a</span><span class="p">[</span><span class="mi">0</span><span class="p">:</span><span class="mi">2</span><span class="p">]</span>
</span></span><span class="line"><span class="cl"><span class="n">tmp</span> <span class="o">=</span> <span class="n">a</span><span class="p">[</span><span class="mi">0</span><span class="p">:</span><span class="mi">2</span><span class="p">]</span>
</span></span><span class="line"><span class="cl"><span class="n">tmp</span> <span class="o">=</span> <span class="n">a</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span>
</span></span><span class="line"><span class="cl"><span class="n">tmp2</span> <span class="o">=</span> <span class="n">b</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span> <span class="c1"># reference the element</span></span></span></code></pre>
</div>
<ul>
<li>C++</li>
</ul>
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  <pre style="counter-reset: codeblock;" class="tw:block tw:m-0 tw:p-0"><code 
    id="codeblock-id-27" 
    class="
      chroma 
      tw:block! 
      tw:p-0
      tw:m-0
      tw:transition-[max-height] 
      tw:duration-500 
      tw:ease-in-out 
      tw:group-[.is-closed]:max-h-0! 
      tw:group-[.is-wrap]:text-wrap
      tw:overflow-y-hidden
      tw:overflow-x-auto
      tw:scrollbar-thin
      "><span class="line"><span class="cl"><span class="cp">#include</span> <span class="cpf">&lt;vector&gt;</span><span class="cp">
</span></span></span><span class="line"><span class="cl"><span class="n">std</span><span class="o">::</span><span class="n">vector</span><span class="o">&lt;</span><span class="kt">int</span><span class="o">&gt;</span> <span class="n">a</span> <span class="o">=</span> <span class="p">{</span><span class="mi">1</span><span class="p">,</span> <span class="mi">2</span><span class="p">,</span> <span class="mi">3</span><span class="p">};</span>
</span></span><span class="line"><span class="cl"><span class="n">std</span><span class="o">::</span><span class="n">vector</span><span class="o">&lt;</span><span class="n">std</span><span class="o">::</span><span class="n">string</span><span class="o">&gt;</span> <span class="n">b</span> <span class="o">=</span> <span class="p">{</span><span class="s">&#34;str1&#34;</span><span class="p">,</span> <span class="s">&#34;str2&#34;</span><span class="p">,</span> <span class="s">&#34;str3&#34;</span><span class="p">};</span>
</span></span><span class="line"><span class="cl"><span class="n">std</span><span class="o">::</span><span class="n">vector</span><span class="o">&lt;????&gt;</span> <span class="n">c</span> <span class="c1">// cannot be done in C++
</span></span></span><span class="line"><span class="cl"><span class="n">a</span><span class="p">.</span><span class="n">push_back</span><span class="p">(</span><span class="mi">100</span><span class="p">);</span>
</span></span><span class="line"><span class="cl"><span class="n">a</span><span class="p">.</span><span class="n">insert</span><span class="p">(</span><span class="n">a</span><span class="p">.</span><span class="n">begin</span><span class="p">()</span> <span class="o">+</span> <span class="mi">2</span><span class="p">,</span> <span class="mi">10</span><span class="p">);</span>
</span></span><span class="line"><span class="cl"><span class="n">a</span><span class="p">.</span><span class="n">erase</span><span class="p">(</span><span class="n">a</span><span class="p">.</span><span class="n">begin</span><span class="p">()</span> <span class="o">+</span> <span class="mi">1</span><span class="p">);</span>
</span></span><span class="line"><span class="cl"><span class="n">a</span><span class="p">.</span><span class="n">erase</span><span class="p">(</span><span class="n">a</span><span class="p">.</span><span class="n">begin</span><span class="p">(),</span> <span class="n">a</span><span class="p">.</span><span class="n">begin</span><span class="p">()</span> <span class="o">+</span> <span class="mi">2</span><span class="p">);</span>
</span></span><span class="line"><span class="cl"><span class="n">std</span><span class="o">::</span><span class="n">vector</span><span class="o">&lt;</span><span class="kt">int</span><span class="o">&gt;</span> <span class="n">tmp</span><span class="p">{</span><span class="n">a</span><span class="p">.</span><span class="n">begin</span><span class="p">(),</span> <span class="n">a</span><span class="p">.</span><span class="n">begin</span><span class="p">()</span> <span class="o">+</span> <span class="mi">2</span><span class="p">};</span>
</span></span><span class="line"><span class="cl"><span class="k">auto</span> <span class="n">tmp</span> <span class="o">=</span> <span class="n">a</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span>
</span></span><span class="line"><span class="cl"><span class="k">auto</span> <span class="n">tmp2</span> <span class="o">=</span> <span class="n">b</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span> <span class="c1">// copy the element!
</span></span></span><span class="line"><span class="cl"><span class="k">auto</span><span class="o">&amp;</span> <span class="n">tmp2</span> <span class="o">=</span> <span class="n">b</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span> <span class="c1">// reference the element
</span></span></span></code></pre>
</div>
<h2 id="set" class="headerLink">
    <a href="#set" class="header-mark"></a>Set</h2><ul>
<li>Python</li>
</ul>
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          <span class="tw:select-none tw:my-1! tw:block">python</span>
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  <pre style="counter-reset: codeblock;" class="tw:block tw:m-0 tw:p-0"><code 
    id="codeblock-id-28" 
    class="
      chroma 
      tw:block! 
      tw:p-0
      tw:m-0
      tw:transition-[max-height] 
      tw:duration-500 
      tw:ease-in-out 
      tw:group-[.is-closed]:max-h-0! 
      tw:group-[.is-wrap]:text-wrap
      tw:overflow-y-hidden
      tw:overflow-x-auto
      tw:scrollbar-thin
      "><span class="line"><span class="cl"><span class="n">a</span> <span class="o">=</span> <span class="nb">set</span><span class="p">()</span>
</span></span><span class="line"><span class="cl"><span class="n">a</span> <span class="o">=</span> <span class="p">{</span><span class="s2">&#34;1&#34;</span><span class="p">,</span> <span class="s2">&#34;2&#34;</span><span class="p">,</span> <span class="s2">&#34;3&#34;</span><span class="p">}</span>
</span></span><span class="line"><span class="cl"><span class="n">b</span> <span class="o">=</span> <span class="p">[</span><span class="mi">1</span><span class="p">,</span> <span class="mi">2</span><span class="p">,</span> <span class="mi">3</span><span class="p">]</span>
</span></span><span class="line"><span class="cl"><span class="n">c</span> <span class="o">=</span> <span class="nb">set</span><span class="p">(</span><span class="n">b</span><span class="p">)</span>
</span></span><span class="line"><span class="cl"><span class="n">a</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="s2">&#34;x&#34;</span><span class="p">)</span>
</span></span><span class="line"><span class="cl"><span class="n">a</span><span class="o">.</span><span class="n">remove</span><span class="p">(</span><span class="s2">&#34;2&#34;</span><span class="p">)</span>
</span></span><span class="line"><span class="cl"><span class="k">if</span> <span class="s2">&#34;4&#34;</span> <span class="ow">in</span> <span class="n">a</span><span class="p">:</span>
</span></span><span class="line"><span class="cl">    <span class="k">pass</span></span></span></code></pre>
</div>
<ul>
<li>C++</li>
</ul>
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          tw:mx-2 
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  <pre style="counter-reset: codeblock;" class="tw:block tw:m-0 tw:p-0"><code 
    id="codeblock-id-29" 
    class="
      chroma 
      tw:block! 
      tw:p-0
      tw:m-0
      tw:transition-[max-height] 
      tw:duration-500 
      tw:ease-in-out 
      tw:group-[.is-closed]:max-h-0! 
      tw:group-[.is-wrap]:text-wrap
      tw:overflow-y-hidden
      tw:overflow-x-auto
      tw:scrollbar-thin
      "><span class="line"><span class="cl"><span class="cp">#include</span> <span class="cpf">&lt;unordered_set&gt;</span><span class="cp">
</span></span></span><span class="line"><span class="cl"><span class="n">std</span><span class="o">::</span><span class="n">unordered_set</span><span class="o">&lt;</span><span class="n">std</span><span class="o">::</span><span class="n">string</span><span class="o">&gt;</span> <span class="n">a</span><span class="p">;</span>
</span></span><span class="line"><span class="cl"><span class="n">std</span><span class="o">::</span><span class="n">unordered_set</span><span class="o">&lt;</span><span class="n">std</span><span class="o">::</span><span class="n">string</span><span class="o">&gt;</span> <span class="n">a</span> <span class="o">=</span> <span class="p">{</span><span class="s">&#34;1&#34;</span><span class="p">,</span> <span class="s">&#34;2&#34;</span><span class="p">,</span> <span class="s">&#34;3&#34;</span><span class="p">};</span>
</span></span><span class="line"><span class="cl"><span class="n">std</span><span class="o">::</span><span class="n">vector</span><span class="o">&lt;</span><span class="kt">int</span><span class="o">&gt;</span> <span class="n">b</span> <span class="o">=</span> <span class="p">{</span><span class="mi">1</span><span class="p">,</span> <span class="mi">2</span><span class="p">,</span> <span class="mi">3</span><span class="p">};</span>
</span></span><span class="line"><span class="cl"><span class="n">std</span><span class="o">::</span><span class="n">unordered_set</span><span class="o">&lt;</span><span class="kt">int</span><span class="o">&gt;</span> <span class="n">c</span><span class="p">(</span><span class="n">b</span><span class="p">.</span><span class="n">begin</span><span class="p">(),</span> <span class="n">b</span><span class="p">.</span><span class="n">end</span><span class="p">());</span>
</span></span><span class="line"><span class="cl"><span class="n">a</span><span class="p">.</span><span class="n">insert</span><span class="p">(</span><span class="s">&#34;x&#34;</span><span class="p">);</span>
</span></span><span class="line"><span class="cl"><span class="n">a</span><span class="p">.</span><span class="n">erase</span><span class="p">(</span><span class="s">&#34;2&#34;</span><span class="p">);</span>
</span></span><span class="line"><span class="cl"><span class="k">if</span> <span class="p">(</span><span class="n">a</span><span class="p">.</span><span class="n">find</span><span class="p">(</span><span class="s">&#34;4&#34;</span><span class="p">)</span> <span class="o">!=</span> <span class="n">a</span><span class="p">.</span><span class="n">end</span><span class="p">()){</span>
</span></span><span class="line"><span class="cl"><span class="p">...}</span></span></span></code></pre>
</div>
<h2 id="dict" class="headerLink">
    <a href="#dict" class="header-mark"></a>Dict</h2><ul>
<li>Python</li>
</ul>
<div class="code-block highlight is-open show-line-numbers  tw:group tw:my-2">
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          <span class="tw:select-none tw:my-1! tw:block">python</span>
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      <button 
        class="
          copy-code-button
          tw:select-none
          tw:mx-2 
          tw:hidden
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          tw:hover:text-fgColor-link 
          tw:print:hidden!"
        title="Copy code">
          <span class="copy-icon tw:block"><svg class="icon"
    xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!-- Font Awesome Free 5.15.4 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) --><path d="M433.941 65.941l-51.882-51.882A48 48 0 0 0 348.118 0H176c-26.51 0-48 21.49-48 48v48H48c-26.51 0-48 21.49-48 48v320c0 26.51 21.49 48 48 48h224c26.51 0 48-21.49 48-48v-48h80c26.51 0 48-21.49 48-48V99.882a48 48 0 0 0-14.059-33.941zM266 464H54a6 6 0 0 1-6-6V150a6 6 0 0 1 6-6h74v224c0 26.51 21.49 48 48 48h96v42a6 6 0 0 1-6 6zm128-96H182a6 6 0 0 1-6-6V54a6 6 0 0 1 6-6h106v88c0 13.255 10.745 24 24 24h88v202a6 6 0 0 1-6 6zm6-256h-64V48h9.632c1.591 0 3.117.632 4.243 1.757l48.368 48.368a6 6 0 0 1 1.757 4.243V112z"/></svg></span>
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        disabled
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  <pre style="counter-reset: codeblock;" class="tw:block tw:m-0 tw:p-0"><code 
    id="codeblock-id-30" 
    class="
      chroma 
      tw:block! 
      tw:p-0
      tw:m-0
      tw:transition-[max-height] 
      tw:duration-500 
      tw:ease-in-out 
      tw:group-[.is-closed]:max-h-0! 
      tw:group-[.is-wrap]:text-wrap
      tw:overflow-y-hidden
      tw:overflow-x-auto
      tw:scrollbar-thin
      "><span class="line"><span class="cl"><span class="n">d</span> <span class="o">=</span> <span class="p">{</span><span class="s2">&#34;a&#34;</span><span class="p">:</span> <span class="mi">1</span><span class="p">,</span> <span class="s2">&#34;b&#34;</span><span class="p">:</span> <span class="mi">2</span><span class="p">}</span>
</span></span><span class="line"><span class="cl"><span class="n">nested</span> <span class="o">=</span> <span class="p">{</span>
</span></span><span class="line"><span class="cl"><span class="s2">&#34;a&#34;</span><span class="p">:</span> <span class="p">{</span><span class="s2">&#34;a1&#34;</span><span class="p">:</span> <span class="mf">0.5</span><span class="p">},</span>
</span></span><span class="line"><span class="cl"><span class="s2">&#34;b&#34;</span><span class="p">:</span> <span class="p">{</span><span class="s2">&#34;b1&#34;</span><span class="p">:</span> <span class="mf">0.3</span><span class="p">,</span> <span class="s2">&#34;b2&#34;</span><span class="p">:</span> <span class="mf">0.4</span><span class="p">},}</span>
</span></span><span class="line"><span class="cl"><span class="n">free</span> <span class="o">=</span> <span class="p">{</span><span class="s2">&#34;a&#34;</span><span class="p">:</span> <span class="mi">100</span><span class="p">,</span> <span class="s2">&#34;b&#34;</span><span class="p">:</span> <span class="s2">&#34;xxx&#34;</span><span class="p">,</span> <span class="mi">50</span><span class="p">:</span> <span class="kc">None</span><span class="p">}</span> <span class="c1"># cannot do this in C++</span>
</span></span><span class="line"><span class="cl"><span class="n">d</span> <span class="o">=</span> <span class="n">defaultdict</span><span class="p">(</span><span class="k">lambda</span><span class="p">:</span> <span class="s2">&#34;null&#34;</span><span class="p">);</span> <span class="c1"># cannot easily do this in C++ </span></span></span></code></pre>
</div>
<ul>
<li>C++</li>
</ul>
<div class="code-block highlight is-open show-line-numbers  tw:group tw:my-2">
  <div class="
    
    tw:flex 
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    tw:flex-1 
    tw:justify-between 
    tw:w-full tw:bg-bgColor-secondary
    ">      
    <button 
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        code-block-button
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  <pre style="counter-reset: codeblock;" class="tw:block tw:m-0 tw:p-0"><code 
    id="codeblock-id-31" 
    class="
      chroma 
      tw:block! 
      tw:p-0
      tw:m-0
      tw:transition-[max-height] 
      tw:duration-500 
      tw:ease-in-out 
      tw:group-[.is-closed]:max-h-0! 
      tw:group-[.is-wrap]:text-wrap
      tw:overflow-y-hidden
      tw:overflow-x-auto
      tw:scrollbar-thin
      "><span class="line"><span class="cl"><span class="cp">#include</span> <span class="cpf">&lt;unordered_map&gt;</span><span class="cp">
</span></span></span><span class="line"><span class="cl"><span class="n">std</span><span class="o">::</span><span class="n">unordered_map</span><span class="o">&lt;</span><span class="n">std</span><span class="o">::</span><span class="n">string</span><span class="p">,</span> <span class="kt">int</span><span class="o">&gt;</span> <span class="n">d</span> <span class="o">=</span> <span class="p">{</span>
</span></span><span class="line"><span class="cl"><span class="p">{</span><span class="s">&#34;a&#34;</span><span class="p">,</span> <span class="mi">1</span><span class="p">},</span> <span class="p">{</span><span class="s">&#34;b&#34;</span><span class="p">,</span> <span class="mi">2</span><span class="p">}};</span>
</span></span><span class="line"><span class="cl"><span class="n">std</span><span class="o">::</span><span class="n">unordered_map</span><span class="o">&lt;</span><span class="n">std</span><span class="o">::</span><span class="n">string</span><span class="p">,</span>
</span></span><span class="line"><span class="cl"><span class="n">std</span><span class="o">::</span><span class="n">unordered_map</span><span class="o">&lt;</span><span class="n">std</span><span class="o">::</span><span class="n">string</span><span class="p">,</span> <span class="kt">int</span><span class="o">&gt;&gt;</span> <span class="n">nested</span> <span class="o">=</span> <span class="p">{</span>
</span></span><span class="line"><span class="cl"><span class="p">{</span><span class="s">&#34;a&#34;</span><span class="o">:</span> <span class="p">{{</span><span class="s">&#34;a1&#34;</span><span class="p">,</span> <span class="mf">0.5</span><span class="p">}}},</span>
</span></span><span class="line"><span class="cl"><span class="p">{</span><span class="s">&#34;b&#34;</span><span class="o">:</span> <span class="p">{{</span><span class="s">&#34;b1&#34;</span><span class="p">,</span> <span class="mf">0.3</span><span class="p">},</span> <span class="p">{</span><span class="s">&#34;b2&#34;</span><span class="p">,</span> <span class="mf">0.4</span><span class="p">}},};</span></span></span></code></pre>
</div>
<h2 id="common-dict-operations" class="headerLink">
    <a href="#common-dict-operations" class="header-mark"></a>Common Dict Operations</h2><ul>
<li>Python</li>
</ul>
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  <pre style="counter-reset: codeblock;" class="tw:block tw:m-0 tw:p-0"><code 
    id="codeblock-id-32" 
    class="
      chroma 
      tw:block! 
      tw:p-0
      tw:m-0
      tw:transition-[max-height] 
      tw:duration-500 
      tw:ease-in-out 
      tw:group-[.is-closed]:max-h-0! 
      tw:group-[.is-wrap]:text-wrap
      tw:overflow-y-hidden
      tw:overflow-x-auto
      tw:scrollbar-thin
      "><span class="line"><span class="cl"><span class="n">d</span><span class="p">[</span><span class="s2">&#34;new_key&#34;</span><span class="p">]</span> <span class="o">=</span> <span class="mi">100</span>
</span></span><span class="line"><span class="cl"><span class="n">d</span><span class="p">[</span><span class="s2">&#34;no such key&#34;</span><span class="p">]</span> <span class="c1"># raise KeyError</span>
</span></span><span class="line"><span class="cl"><span class="k">del</span> <span class="n">d</span><span class="p">[</span><span class="s2">&#34;key&#34;</span><span class="p">];</span> <span class="n">gc</span><span class="o">.</span><span class="n">collect</span><span class="p">()</span>
</span></span><span class="line"><span class="cl"><span class="k">if</span> <span class="s2">&#34;key&#34;</span> <span class="ow">in</span> <span class="n">d</span><span class="p">:</span>
</span></span><span class="line"><span class="cl">    <span class="n">e</span> <span class="o">=</span> <span class="n">d</span><span class="p">[</span><span class="s2">&#34;key&#34;</span><span class="p">]</span>
</span></span><span class="line"><span class="cl"><span class="k">for</span> <span class="n">key</span><span class="p">,</span> <span class="n">val</span> <span class="ow">in</span> <span class="n">d</span><span class="o">.</span><span class="n">iteritems</span><span class="p">():</span>
</span></span><span class="line"><span class="cl">    <span class="k">pass</span></span></span></code></pre>
</div>
<ul>
<li>C++</li>
</ul>
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    xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!-- Font Awesome Free 5.15.4 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) --><path d="M61.77 401l17.5-20.15a19.92 19.92 0 0 0 5.07-14.19v-3.31C84.34 356 80.5 352 73 352H16a8 8 0 0 0-8 8v16a8 8 0 0 0 8 8h22.83a157.41 157.41 0 0 0-11 12.31l-5.61 7c-4 5.07-5.25 10.13-2.8 14.88l1.05 1.93c3 5.76 6.29 7.88 12.25 7.88h4.73c10.33 0 15.94 2.44 15.94 9.09 0 4.72-4.2 8.22-14.36 8.22a41.54 41.54 0 0 1-15.47-3.12c-6.49-3.88-11.74-3.5-15.6 3.12l-5.59 9.31c-3.72 6.13-3.19 11.72 2.63 15.94 7.71 4.69 20.38 9.44 37 9.44 34.16 0 48.5-22.75 48.5-44.12-.03-14.38-9.12-29.76-28.73-34.88zM496 224H176a16 16 0 0 0-16 16v32a16 16 0 0 0 16 16h320a16 16 0 0 0 16-16v-32a16 16 0 0 0-16-16zm0-160H176a16 16 0 0 0-16 16v32a16 16 0 0 0 16 16h320a16 16 0 0 0 16-16V80a16 16 0 0 0-16-16zm0 320H176a16 16 0 0 0-16 16v32a16 16 0 0 0 16 16h320a16 16 0 0 0 16-16v-32a16 16 0 0 0-16-16zM16 160h64a8 8 0 0 0 8-8v-16a8 8 0 0 0-8-8H64V40a8 8 0 0 0-8-8H32a8 8 0 0 0-7.14 4.42l-8 16A8 8 0 0 0 24 64h8v64H16a8 8 0 0 0-8 8v16a8 8 0 0 0 8 8zm-3.91 160H80a8 8 0 0 0 8-8v-16a8 8 0 0 0-8-8H41.32c3.29-10.29 48.34-18.68 48.34-56.44 0-29.06-25-39.56-44.47-39.56-21.36 0-33.8 10-40.46 18.75-4.37 5.59-3 10.84 2.8 15.37l8.58 6.88c5.61 4.56 11 2.47 16.12-2.44a13.44 13.44 0 0 1 9.46-3.84c3.33 0 9.28 1.56 9.28 8.75C51 248.19 0 257.31 0 304.59v4C0 316 5.08 320 12.09 320z"/></svg></button>

      <button 
        class="
          wrap-code-button
          tw:select-none 
          tw:mx-2 
          tw:hidden 
          tw:group-[.is-open]:block 
          tw:group-[.is-wrap]:text-fgColor-link 
          tw:print:hidden!" 
        title="Toggle code wrap"><svg class="icon"
    xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!-- Font Awesome Free 5.15.4 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) --><path d="M16 132h416c8.837 0 16-7.163 16-16V76c0-8.837-7.163-16-16-16H16C7.163 60 0 67.163 0 76v40c0 8.837 7.163 16 16 16zm0 160h416c8.837 0 16-7.163 16-16v-40c0-8.837-7.163-16-16-16H16c-8.837 0-16 7.163-16 16v40c0 8.837 7.163 16 16 16zm0 160h416c8.837 0 16-7.163 16-16v-40c0-8.837-7.163-16-16-16H16c-8.837 0-16 7.163-16 16v40c0 8.837 7.163 16 16 16z"/></svg></button>
      
      <button 
        class="
          copy-code-button
          tw:select-none
          tw:mx-2 
          tw:hidden
          tw:group-[.is-open]:block
          tw:hover:text-fgColor-link 
          tw:print:hidden!"
        title="Copy code">
          <span class="copy-icon tw:block"><svg class="icon"
    xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!-- Font Awesome Free 5.15.4 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) --><path d="M433.941 65.941l-51.882-51.882A48 48 0 0 0 348.118 0H176c-26.51 0-48 21.49-48 48v48H48c-26.51 0-48 21.49-48 48v320c0 26.51 21.49 48 48 48h224c26.51 0 48-21.49 48-48v-48h80c26.51 0 48-21.49 48-48V99.882a48 48 0 0 0-14.059-33.941zM266 464H54a6 6 0 0 1-6-6V150a6 6 0 0 1 6-6h74v224c0 26.51 21.49 48 48 48h96v42a6 6 0 0 1-6 6zm128-96H182a6 6 0 0 1-6-6V54a6 6 0 0 1 6-6h106v88c0 13.255 10.745 24 24 24h88v202a6 6 0 0 1-6 6zm6-256h-64V48h9.632c1.591 0 3.117.632 4.243 1.757l48.368 48.368a6 6 0 0 1 1.757 4.243V112z"/></svg></span>
          <span class="check-icon tw:hidden"><svg class="icon"
    xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!-- Font Awesome Free 5.15.4 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) --><path d="M173.898 439.404l-166.4-166.4c-9.997-9.997-9.997-26.206 0-36.204l36.203-36.204c9.997-9.998 26.207-9.998 36.204 0L192 312.69 432.095 72.596c9.997-9.997 26.207-9.997 36.204 0l36.203 36.204c9.997 9.997 9.997 26.206 0 36.204l-294.4 294.401c-9.998 9.997-26.207 9.997-36.204-.001z"/></svg></span>
      </button>
        
      <button 
        class="
          tw:select-none 
          tw:mx-2 
          tw:block 
          tw:group-[.is-open]:hidden 
          tw:print:hidden!" 
        disabled
        aria-hidden="true"><svg class="icon"
    xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!-- Font Awesome Free 5.15.4 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) --><path d="M328 256c0 39.8-32.2 72-72 72s-72-32.2-72-72 32.2-72 72-72 72 32.2 72 72zm104-72c-39.8 0-72 32.2-72 72s32.2 72 72 72 72-32.2 72-72-32.2-72-72-72zm-352 0c-39.8 0-72 32.2-72 72s32.2 72 72 72 72-32.2 72-72-32.2-72-72-72z"/></svg></button>
    </div>
  </div>
  <pre style="counter-reset: codeblock;" class="tw:block tw:m-0 tw:p-0"><code 
    id="codeblock-id-33" 
    class="
      chroma 
      tw:block! 
      tw:p-0
      tw:m-0
      tw:transition-[max-height] 
      tw:duration-500 
      tw:ease-in-out 
      tw:group-[.is-closed]:max-h-0! 
      tw:group-[.is-wrap]:text-wrap
      tw:overflow-y-hidden
      tw:overflow-x-auto
      tw:scrollbar-thin
      "><span class="line"><span class="cl"><span class="n">d</span><span class="p">[</span><span class="s">&#34;new_key&#34;</span><span class="p">]</span> <span class="o">=</span> <span class="mi">100</span><span class="p">;</span>
</span></span><span class="line"><span class="cl"><span class="n">d</span><span class="p">[</span><span class="s">&#34;no such key&#34;</span><span class="p">]</span> <span class="c1">// create a new item for it
</span></span></span><span class="line"><span class="cl"><span class="n">d</span><span class="p">.</span><span class="n">erase</span><span class="p">(</span><span class="s">&#34;key&#34;</span><span class="p">);</span>
</span></span><span class="line"><span class="cl"><span class="k">auto</span> <span class="n">iter</span> <span class="o">=</span> <span class="n">d</span><span class="p">.</span><span class="n">find</span><span class="p">(</span><span class="s">&#34;key&#34;</span><span class="p">);</span>
</span></span><span class="line"><span class="cl"><span class="k">if</span><span class="p">(</span><span class="n">iter</span> <span class="o">!=</span> <span class="n">d</span><span class="p">.</span><span class="n">end</span><span class="p">()){</span>
</span></span><span class="line"><span class="cl"> <span class="c1">// without &amp;, this will do copy
</span></span></span><span class="line"><span class="cl"><span class="k">auto</span><span class="o">&amp;</span> <span class="n">e</span> <span class="o">=</span> <span class="n">iter</span><span class="o">-&gt;</span><span class="n">second</span><span class="p">;}</span>
</span></span><span class="line"><span class="cl"> <span class="c1">// C++ 11 ranged for loop syntax
</span></span></span><span class="line"><span class="cl"><span class="k">for</span><span class="p">(</span><span class="k">auto</span><span class="o">&amp;</span> <span class="nl">item</span><span class="p">:</span> <span class="n">d</span><span class="p">){</span> <span class="c1">// without &amp;, this will do copy
</span></span></span><span class="line"><span class="cl"><span class="k">auto</span><span class="o">&amp;</span> <span class="n">key</span> <span class="o">=</span> <span class="n">item</span><span class="p">.</span><span class="n">first</span><span class="p">;</span>
</span></span><span class="line"><span class="cl"><span class="k">auto</span><span class="o">&amp;</span> <span class="n">val</span> <span class="o">=</span> <span class="n">item</span><span class="p">.</span><span class="n">second</span><span class="p">;</span>
</span></span><span class="line"><span class="cl"><span class="p">...}</span></span></span></code></pre>
</div>]]></description></item><item><title>A Brief Look at Copying in Python</title><link>https://300watts.me/posts/a-brief-look-at-copying-in-python/</link><pubDate>Sun, 27 Aug 2017 11:46:56 +0800</pubDate><author><name>Morris</name></author><guid>https://300watts.me/posts/a-brief-look-at-copying-in-python/</guid><description><![CDATA[<p>Here are three different lists to demonstrate the differences between various copy methods:</p>
<div class="code-block highlight is-open show-line-numbers  tw:group tw:my-2">
  <div class="
    
    tw:flex 
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    ">      
    <button 
      class="
        code-block-button
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      aria-hidden="true">
          <span class="tw:group-[.is-open]:rotate-90 tw:transition-[transform] tw:duration-500 tw:ease-in-out tw:print:hidden! tw:w-min tw:h-min tw:my-1 tw:mx-1"><svg class="icon"
    xmlns="http://www.w3.org/2000/svg" viewBox="0 0 320 512"><!-- Font Awesome Free 5.15.4 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) --><path d="M285.476 272.971L91.132 467.314c-9.373 9.373-24.569 9.373-33.941 0l-22.667-22.667c-9.357-9.357-9.375-24.522-.04-33.901L188.505 256 34.484 101.255c-9.335-9.379-9.317-24.544.04-33.901l22.667-22.667c9.373-9.373 24.569-9.373 33.941 0L285.475 239.03c9.373 9.372 9.373 24.568.001 33.941z"/></svg></span>
          <span class="tw:select-none tw:my-1! tw:block">python</span>
      </button>

   <div class="tw:flex">
      <button 
        class="
          line-number-button
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          tw:group-[.show-line-numbers]:text-fgColor-link 
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        title="Toggle line numbers"><svg class="icon"
    xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!-- Font Awesome Free 5.15.4 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) --><path d="M61.77 401l17.5-20.15a19.92 19.92 0 0 0 5.07-14.19v-3.31C84.34 356 80.5 352 73 352H16a8 8 0 0 0-8 8v16a8 8 0 0 0 8 8h22.83a157.41 157.41 0 0 0-11 12.31l-5.61 7c-4 5.07-5.25 10.13-2.8 14.88l1.05 1.93c3 5.76 6.29 7.88 12.25 7.88h4.73c10.33 0 15.94 2.44 15.94 9.09 0 4.72-4.2 8.22-14.36 8.22a41.54 41.54 0 0 1-15.47-3.12c-6.49-3.88-11.74-3.5-15.6 3.12l-5.59 9.31c-3.72 6.13-3.19 11.72 2.63 15.94 7.71 4.69 20.38 9.44 37 9.44 34.16 0 48.5-22.75 48.5-44.12-.03-14.38-9.12-29.76-28.73-34.88zM496 224H176a16 16 0 0 0-16 16v32a16 16 0 0 0 16 16h320a16 16 0 0 0 16-16v-32a16 16 0 0 0-16-16zm0-160H176a16 16 0 0 0-16 16v32a16 16 0 0 0 16 16h320a16 16 0 0 0 16-16V80a16 16 0 0 0-16-16zm0 320H176a16 16 0 0 0-16 16v32a16 16 0 0 0 16 16h320a16 16 0 0 0 16-16v-32a16 16 0 0 0-16-16zM16 160h64a8 8 0 0 0 8-8v-16a8 8 0 0 0-8-8H64V40a8 8 0 0 0-8-8H32a8 8 0 0 0-7.14 4.42l-8 16A8 8 0 0 0 24 64h8v64H16a8 8 0 0 0-8 8v16a8 8 0 0 0 8 8zm-3.91 160H80a8 8 0 0 0 8-8v-16a8 8 0 0 0-8-8H41.32c3.29-10.29 48.34-18.68 48.34-56.44 0-29.06-25-39.56-44.47-39.56-21.36 0-33.8 10-40.46 18.75-4.37 5.59-3 10.84 2.8 15.37l8.58 6.88c5.61 4.56 11 2.47 16.12-2.44a13.44 13.44 0 0 1 9.46-3.84c3.33 0 9.28 1.56 9.28 8.75C51 248.19 0 257.31 0 304.59v4C0 316 5.08 320 12.09 320z"/></svg></button>

      <button 
        class="
          wrap-code-button
          tw:select-none 
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          tw:group-[.is-open]:block 
          tw:group-[.is-wrap]:text-fgColor-link 
          tw:print:hidden!" 
        title="Toggle code wrap"><svg class="icon"
    xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!-- Font Awesome Free 5.15.4 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) --><path d="M16 132h416c8.837 0 16-7.163 16-16V76c0-8.837-7.163-16-16-16H16C7.163 60 0 67.163 0 76v40c0 8.837 7.163 16 16 16zm0 160h416c8.837 0 16-7.163 16-16v-40c0-8.837-7.163-16-16-16H16c-8.837 0-16 7.163-16 16v40c0 8.837 7.163 16 16 16zm0 160h416c8.837 0 16-7.163 16-16v-40c0-8.837-7.163-16-16-16H16c-8.837 0-16 7.163-16 16v40c0 8.837 7.163 16 16 16z"/></svg></button>
      
      <button 
        class="
          copy-code-button
          tw:select-none
          tw:mx-2 
          tw:hidden
          tw:group-[.is-open]:block
          tw:hover:text-fgColor-link 
          tw:print:hidden!"
        title="Copy code">
          <span class="copy-icon tw:block"><svg class="icon"
    xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!-- Font Awesome Free 5.15.4 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) --><path d="M433.941 65.941l-51.882-51.882A48 48 0 0 0 348.118 0H176c-26.51 0-48 21.49-48 48v48H48c-26.51 0-48 21.49-48 48v320c0 26.51 21.49 48 48 48h224c26.51 0 48-21.49 48-48v-48h80c26.51 0 48-21.49 48-48V99.882a48 48 0 0 0-14.059-33.941zM266 464H54a6 6 0 0 1-6-6V150a6 6 0 0 1 6-6h74v224c0 26.51 21.49 48 48 48h96v42a6 6 0 0 1-6 6zm128-96H182a6 6 0 0 1-6-6V54a6 6 0 0 1 6-6h106v88c0 13.255 10.745 24 24 24h88v202a6 6 0 0 1-6 6zm6-256h-64V48h9.632c1.591 0 3.117.632 4.243 1.757l48.368 48.368a6 6 0 0 1 1.757 4.243V112z"/></svg></span>
          <span class="check-icon tw:hidden"><svg class="icon"
    xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!-- Font Awesome Free 5.15.4 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) --><path d="M173.898 439.404l-166.4-166.4c-9.997-9.997-9.997-26.206 0-36.204l36.203-36.204c9.997-9.998 26.207-9.998 36.204 0L192 312.69 432.095 72.596c9.997-9.997 26.207-9.997 36.204 0l36.203 36.204c9.997 9.997 9.997 26.206 0 36.204l-294.4 294.401c-9.998 9.997-26.207 9.997-36.204-.001z"/></svg></span>
      </button>
        
      <button 
        class="
          tw:select-none 
          tw:mx-2 
          tw:block 
          tw:group-[.is-open]:hidden 
          tw:print:hidden!" 
        disabled
        aria-hidden="true"><svg class="icon"
    xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!-- Font Awesome Free 5.15.4 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) --><path d="M328 256c0 39.8-32.2 72-72 72s-72-32.2-72-72 32.2-72 72-72 72 32.2 72 72zm104-72c-39.8 0-72 32.2-72 72s32.2 72 72 72 72-32.2 72-72-32.2-72-72-72zm-352 0c-39.8 0-72 32.2-72 72s32.2 72 72 72 72-32.2 72-72-32.2-72-72-72z"/></svg></button>
    </div>
  </div>
  <pre style="counter-reset: codeblock;" class="tw:block tw:m-0 tw:p-0"><code 
    id="codeblock-id-1" 
    class="
      chroma 
      tw:block! 
      tw:p-0
      tw:m-0
      tw:transition-[max-height] 
      tw:duration-500 
      tw:ease-in-out 
      tw:group-[.is-closed]:max-h-0! 
      tw:group-[.is-wrap]:text-wrap
      tw:overflow-y-hidden
      tw:overflow-x-auto
      tw:scrollbar-thin
      "><span class="line"><span class="cl"><span class="kn">import</span> <span class="nn">copy</span>
</span></span><span class="line"><span class="cl"><span class="n">a</span> <span class="o">=</span> <span class="p">[</span><span class="mi">1</span><span class="p">,</span> <span class="mi">2</span><span class="p">,</span> <span class="mi">3</span><span class="p">]</span>
</span></span><span class="line"><span class="cl"><span class="n">b</span> <span class="o">=</span> <span class="p">[</span><span class="mi">4</span><span class="p">,</span> <span class="mi">5</span><span class="p">,</span> <span class="mi">6</span><span class="p">]</span>
</span></span><span class="line"><span class="cl"><span class="n">c</span> <span class="o">=</span> <span class="p">[</span><span class="n">a</span><span class="p">,</span> <span class="n">b</span><span class="p">]</span></span></span></code></pre>
</div>
<ol>
<li>Using normal assignment operations to copy:</li>
</ol>
<div class="code-block highlight is-open show-line-numbers  tw:group tw:my-2">
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    tw:flex 
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    ">      
    <button 
      class="
        code-block-button
        tw:mx-2 
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      aria-hidden="true">
          <span class="tw:group-[.is-open]:rotate-90 tw:transition-[transform] tw:duration-500 tw:ease-in-out tw:print:hidden! tw:w-min tw:h-min tw:my-1 tw:mx-1"><svg class="icon"
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          <span class="tw:select-none tw:my-1! tw:block">python</span>
      </button>

   <div class="tw:flex">
      <button 
        class="
          line-number-button
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          tw:print:hidden!" 
        title="Toggle line numbers"><svg class="icon"
    xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!-- Font Awesome Free 5.15.4 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) --><path d="M61.77 401l17.5-20.15a19.92 19.92 0 0 0 5.07-14.19v-3.31C84.34 356 80.5 352 73 352H16a8 8 0 0 0-8 8v16a8 8 0 0 0 8 8h22.83a157.41 157.41 0 0 0-11 12.31l-5.61 7c-4 5.07-5.25 10.13-2.8 14.88l1.05 1.93c3 5.76 6.29 7.88 12.25 7.88h4.73c10.33 0 15.94 2.44 15.94 9.09 0 4.72-4.2 8.22-14.36 8.22a41.54 41.54 0 0 1-15.47-3.12c-6.49-3.88-11.74-3.5-15.6 3.12l-5.59 9.31c-3.72 6.13-3.19 11.72 2.63 15.94 7.71 4.69 20.38 9.44 37 9.44 34.16 0 48.5-22.75 48.5-44.12-.03-14.38-9.12-29.76-28.73-34.88zM496 224H176a16 16 0 0 0-16 16v32a16 16 0 0 0 16 16h320a16 16 0 0 0 16-16v-32a16 16 0 0 0-16-16zm0-160H176a16 16 0 0 0-16 16v32a16 16 0 0 0 16 16h320a16 16 0 0 0 16-16V80a16 16 0 0 0-16-16zm0 320H176a16 16 0 0 0-16 16v32a16 16 0 0 0 16 16h320a16 16 0 0 0 16-16v-32a16 16 0 0 0-16-16zM16 160h64a8 8 0 0 0 8-8v-16a8 8 0 0 0-8-8H64V40a8 8 0 0 0-8-8H32a8 8 0 0 0-7.14 4.42l-8 16A8 8 0 0 0 24 64h8v64H16a8 8 0 0 0-8 8v16a8 8 0 0 0 8 8zm-3.91 160H80a8 8 0 0 0 8-8v-16a8 8 0 0 0-8-8H41.32c3.29-10.29 48.34-18.68 48.34-56.44 0-29.06-25-39.56-44.47-39.56-21.36 0-33.8 10-40.46 18.75-4.37 5.59-3 10.84 2.8 15.37l8.58 6.88c5.61 4.56 11 2.47 16.12-2.44a13.44 13.44 0 0 1 9.46-3.84c3.33 0 9.28 1.56 9.28 8.75C51 248.19 0 257.31 0 304.59v4C0 316 5.08 320 12.09 320z"/></svg></button>

      <button 
        class="
          wrap-code-button
          tw:select-none 
          tw:mx-2 
          tw:hidden 
          tw:group-[.is-open]:block 
          tw:group-[.is-wrap]:text-fgColor-link 
          tw:print:hidden!" 
        title="Toggle code wrap"><svg class="icon"
    xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!-- Font Awesome Free 5.15.4 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) --><path d="M16 132h416c8.837 0 16-7.163 16-16V76c0-8.837-7.163-16-16-16H16C7.163 60 0 67.163 0 76v40c0 8.837 7.163 16 16 16zm0 160h416c8.837 0 16-7.163 16-16v-40c0-8.837-7.163-16-16-16H16c-8.837 0-16 7.163-16 16v40c0 8.837 7.163 16 16 16zm0 160h416c8.837 0 16-7.163 16-16v-40c0-8.837-7.163-16-16-16H16c-8.837 0-16 7.163-16 16v40c0 8.837 7.163 16 16 16z"/></svg></button>
      
      <button 
        class="
          copy-code-button
          tw:select-none
          tw:mx-2 
          tw:hidden
          tw:group-[.is-open]:block
          tw:hover:text-fgColor-link 
          tw:print:hidden!"
        title="Copy code">
          <span class="copy-icon tw:block"><svg class="icon"
    xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!-- Font Awesome Free 5.15.4 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) --><path d="M433.941 65.941l-51.882-51.882A48 48 0 0 0 348.118 0H176c-26.51 0-48 21.49-48 48v48H48c-26.51 0-48 21.49-48 48v320c0 26.51 21.49 48 48 48h224c26.51 0 48-21.49 48-48v-48h80c26.51 0 48-21.49 48-48V99.882a48 48 0 0 0-14.059-33.941zM266 464H54a6 6 0 0 1-6-6V150a6 6 0 0 1 6-6h74v224c0 26.51 21.49 48 48 48h96v42a6 6 0 0 1-6 6zm128-96H182a6 6 0 0 1-6-6V54a6 6 0 0 1 6-6h106v88c0 13.255 10.745 24 24 24h88v202a6 6 0 0 1-6 6zm6-256h-64V48h9.632c1.591 0 3.117.632 4.243 1.757l48.368 48.368a6 6 0 0 1 1.757 4.243V112z"/></svg></span>
          <span class="check-icon tw:hidden"><svg class="icon"
    xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!-- Font Awesome Free 5.15.4 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) --><path d="M173.898 439.404l-166.4-166.4c-9.997-9.997-9.997-26.206 0-36.204l36.203-36.204c9.997-9.998 26.207-9.998 36.204 0L192 312.69 432.095 72.596c9.997-9.997 26.207-9.997 36.204 0l36.203 36.204c9.997 9.997 9.997 26.206 0 36.204l-294.4 294.401c-9.998 9.997-26.207 9.997-36.204-.001z"/></svg></span>
      </button>
        
      <button 
        class="
          tw:select-none 
          tw:mx-2 
          tw:block 
          tw:group-[.is-open]:hidden 
          tw:print:hidden!" 
        disabled
        aria-hidden="true"><svg class="icon"
    xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!-- Font Awesome Free 5.15.4 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) --><path d="M328 256c0 39.8-32.2 72-72 72s-72-32.2-72-72 32.2-72 72-72 72 32.2 72 72zm104-72c-39.8 0-72 32.2-72 72s32.2 72 72 72 72-32.2 72-72-32.2-72-72-72zm-352 0c-39.8 0-72 32.2-72 72s32.2 72 72 72 72-32.2 72-72-32.2-72-72-72z"/></svg></button>
    </div>
  </div>
  <pre style="counter-reset: codeblock;" class="tw:block tw:m-0 tw:p-0"><code 
    id="codeblock-id-2" 
    class="
      chroma 
      tw:block! 
      tw:p-0
      tw:m-0
      tw:transition-[max-height] 
      tw:duration-500 
      tw:ease-in-out 
      tw:group-[.is-closed]:max-h-0! 
      tw:group-[.is-wrap]:text-wrap
      tw:overflow-y-hidden
      tw:overflow-x-auto
      tw:scrollbar-thin
      "><span class="line"><span class="cl"><span class="n">d</span> <span class="o">=</span> <span class="n">c</span>
</span></span><span class="line"><span class="cl"><span class="nb">print</span> <span class="p">(</span><span class="nb">id</span><span class="p">(</span><span class="n">c</span><span class="p">)</span> <span class="o">==</span> <span class="nb">id</span><span class="p">(</span><span class="n">d</span><span class="p">))</span>          <span class="c1"># True - d and c are the same object</span>
</span></span><span class="line"><span class="cl"><span class="nb">print</span> <span class="p">(</span><span class="nb">id</span><span class="p">(</span><span class="n">c</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span> <span class="o">==</span> <span class="nb">id</span><span class="p">(</span><span class="n">d</span><span class="p">[</span><span class="mi">0</span><span class="p">]))</span>    <span class="c1"># True - d[0] and c[0] are the same object</span></span></span></code></pre>
</div>
<ol start="2">
<li>Using a shallow copy:</li>
</ol>
<div class="code-block highlight is-open show-line-numbers  tw:group tw:my-2">
  <div class="
    
    tw:flex 
    tw:flex-row
    tw:flex-1 
    tw:justify-between 
    tw:w-full tw:bg-bgColor-secondary
    ">      
    <button 
      class="
        code-block-button
        tw:mx-2 
        tw:flex
        tw:flex-row
        tw:flex-1"
      aria-hidden="true">
          <span class="tw:group-[.is-open]:rotate-90 tw:transition-[transform] tw:duration-500 tw:ease-in-out tw:print:hidden! tw:w-min tw:h-min tw:my-1 tw:mx-1"><svg class="icon"
    xmlns="http://www.w3.org/2000/svg" viewBox="0 0 320 512"><!-- Font Awesome Free 5.15.4 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) --><path d="M285.476 272.971L91.132 467.314c-9.373 9.373-24.569 9.373-33.941 0l-22.667-22.667c-9.357-9.357-9.375-24.522-.04-33.901L188.505 256 34.484 101.255c-9.335-9.379-9.317-24.544.04-33.901l22.667-22.667c9.373-9.373 24.569-9.373 33.941 0L285.475 239.03c9.373 9.372 9.373 24.568.001 33.941z"/></svg></span>
          <span class="tw:select-none tw:my-1! tw:block">python</span>
      </button>

   <div class="tw:flex">
      <button 
        class="
          line-number-button
          tw:mx-2 
          tw:hidden 
          tw:group-[.is-open]:block 
          tw:group-[.show-line-numbers]:text-fgColor-link 
          tw:print:hidden!" 
        title="Toggle line numbers"><svg class="icon"
    xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!-- Font Awesome Free 5.15.4 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) --><path d="M61.77 401l17.5-20.15a19.92 19.92 0 0 0 5.07-14.19v-3.31C84.34 356 80.5 352 73 352H16a8 8 0 0 0-8 8v16a8 8 0 0 0 8 8h22.83a157.41 157.41 0 0 0-11 12.31l-5.61 7c-4 5.07-5.25 10.13-2.8 14.88l1.05 1.93c3 5.76 6.29 7.88 12.25 7.88h4.73c10.33 0 15.94 2.44 15.94 9.09 0 4.72-4.2 8.22-14.36 8.22a41.54 41.54 0 0 1-15.47-3.12c-6.49-3.88-11.74-3.5-15.6 3.12l-5.59 9.31c-3.72 6.13-3.19 11.72 2.63 15.94 7.71 4.69 20.38 9.44 37 9.44 34.16 0 48.5-22.75 48.5-44.12-.03-14.38-9.12-29.76-28.73-34.88zM496 224H176a16 16 0 0 0-16 16v32a16 16 0 0 0 16 16h320a16 16 0 0 0 16-16v-32a16 16 0 0 0-16-16zm0-160H176a16 16 0 0 0-16 16v32a16 16 0 0 0 16 16h320a16 16 0 0 0 16-16V80a16 16 0 0 0-16-16zm0 320H176a16 16 0 0 0-16 16v32a16 16 0 0 0 16 16h320a16 16 0 0 0 16-16v-32a16 16 0 0 0-16-16zM16 160h64a8 8 0 0 0 8-8v-16a8 8 0 0 0-8-8H64V40a8 8 0 0 0-8-8H32a8 8 0 0 0-7.14 4.42l-8 16A8 8 0 0 0 24 64h8v64H16a8 8 0 0 0-8 8v16a8 8 0 0 0 8 8zm-3.91 160H80a8 8 0 0 0 8-8v-16a8 8 0 0 0-8-8H41.32c3.29-10.29 48.34-18.68 48.34-56.44 0-29.06-25-39.56-44.47-39.56-21.36 0-33.8 10-40.46 18.75-4.37 5.59-3 10.84 2.8 15.37l8.58 6.88c5.61 4.56 11 2.47 16.12-2.44a13.44 13.44 0 0 1 9.46-3.84c3.33 0 9.28 1.56 9.28 8.75C51 248.19 0 257.31 0 304.59v4C0 316 5.08 320 12.09 320z"/></svg></button>

      <button 
        class="
          wrap-code-button
          tw:select-none 
          tw:mx-2 
          tw:hidden 
          tw:group-[.is-open]:block 
          tw:group-[.is-wrap]:text-fgColor-link 
          tw:print:hidden!" 
        title="Toggle code wrap"><svg class="icon"
    xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!-- Font Awesome Free 5.15.4 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) --><path d="M16 132h416c8.837 0 16-7.163 16-16V76c0-8.837-7.163-16-16-16H16C7.163 60 0 67.163 0 76v40c0 8.837 7.163 16 16 16zm0 160h416c8.837 0 16-7.163 16-16v-40c0-8.837-7.163-16-16-16H16c-8.837 0-16 7.163-16 16v40c0 8.837 7.163 16 16 16zm0 160h416c8.837 0 16-7.163 16-16v-40c0-8.837-7.163-16-16-16H16c-8.837 0-16 7.163-16 16v40c0 8.837 7.163 16 16 16z"/></svg></button>
      
      <button 
        class="
          copy-code-button
          tw:select-none
          tw:mx-2 
          tw:hidden
          tw:group-[.is-open]:block
          tw:hover:text-fgColor-link 
          tw:print:hidden!"
        title="Copy code">
          <span class="copy-icon tw:block"><svg class="icon"
    xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!-- Font Awesome Free 5.15.4 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) --><path d="M433.941 65.941l-51.882-51.882A48 48 0 0 0 348.118 0H176c-26.51 0-48 21.49-48 48v48H48c-26.51 0-48 21.49-48 48v320c0 26.51 21.49 48 48 48h224c26.51 0 48-21.49 48-48v-48h80c26.51 0 48-21.49 48-48V99.882a48 48 0 0 0-14.059-33.941zM266 464H54a6 6 0 0 1-6-6V150a6 6 0 0 1 6-6h74v224c0 26.51 21.49 48 48 48h96v42a6 6 0 0 1-6 6zm128-96H182a6 6 0 0 1-6-6V54a6 6 0 0 1 6-6h106v88c0 13.255 10.745 24 24 24h88v202a6 6 0 0 1-6 6zm6-256h-64V48h9.632c1.591 0 3.117.632 4.243 1.757l48.368 48.368a6 6 0 0 1 1.757 4.243V112z"/></svg></span>
          <span class="check-icon tw:hidden"><svg class="icon"
    xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!-- Font Awesome Free 5.15.4 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) --><path d="M173.898 439.404l-166.4-166.4c-9.997-9.997-9.997-26.206 0-36.204l36.203-36.204c9.997-9.998 26.207-9.998 36.204 0L192 312.69 432.095 72.596c9.997-9.997 26.207-9.997 36.204 0l36.203 36.204c9.997 9.997 9.997 26.206 0 36.204l-294.4 294.401c-9.998 9.997-26.207 9.997-36.204-.001z"/></svg></span>
      </button>
        
      <button 
        class="
          tw:select-none 
          tw:mx-2 
          tw:block 
          tw:group-[.is-open]:hidden 
          tw:print:hidden!" 
        disabled
        aria-hidden="true"><svg class="icon"
    xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!-- Font Awesome Free 5.15.4 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) --><path d="M328 256c0 39.8-32.2 72-72 72s-72-32.2-72-72 32.2-72 72-72 72 32.2 72 72zm104-72c-39.8 0-72 32.2-72 72s32.2 72 72 72 72-32.2 72-72-32.2-72-72-72zm-352 0c-39.8 0-72 32.2-72 72s32.2 72 72 72 72-32.2 72-72-32.2-72-72-72z"/></svg></button>
    </div>
  </div>
  <pre style="counter-reset: codeblock;" class="tw:block tw:m-0 tw:p-0"><code 
    id="codeblock-id-3" 
    class="
      chroma 
      tw:block! 
      tw:p-0
      tw:m-0
      tw:transition-[max-height] 
      tw:duration-500 
      tw:ease-in-out 
      tw:group-[.is-closed]:max-h-0! 
      tw:group-[.is-wrap]:text-wrap
      tw:overflow-y-hidden
      tw:overflow-x-auto
      tw:scrollbar-thin
      "><span class="line"><span class="cl"><span class="n">d</span> <span class="o">=</span> <span class="n">copy</span><span class="o">.</span><span class="n">copy</span><span class="p">(</span><span class="n">c</span><span class="p">)</span>
</span></span><span class="line"><span class="cl"><span class="nb">print</span> <span class="p">(</span><span class="nb">id</span><span class="p">(</span><span class="n">c</span><span class="p">)</span> <span class="o">==</span> <span class="nb">id</span><span class="p">(</span><span class="n">d</span><span class="p">))</span>          <span class="c1"># False - d is a new object, different from c</span>
</span></span><span class="line"><span class="cl"><span class="nb">print</span> <span class="p">(</span><span class="nb">id</span><span class="p">(</span><span class="n">c</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span> <span class="o">==</span> <span class="nb">id</span><span class="p">(</span><span class="n">d</span><span class="p">[</span><span class="mi">0</span><span class="p">]))</span>    <span class="c1"># True - d[0] and c[0] are still the same object</span></span></span></code></pre>
</div>
<ol start="3">
<li>Using a deep copy:</li>
</ol>
<div class="code-block highlight is-open show-line-numbers  tw:group tw:my-2">
  <div class="
    
    tw:flex 
    tw:flex-row
    tw:flex-1 
    tw:justify-between 
    tw:w-full tw:bg-bgColor-secondary
    ">      
    <button 
      class="
        code-block-button
        tw:mx-2 
        tw:flex
        tw:flex-row
        tw:flex-1"
      aria-hidden="true">
          <span class="tw:group-[.is-open]:rotate-90 tw:transition-[transform] tw:duration-500 tw:ease-in-out tw:print:hidden! tw:w-min tw:h-min tw:my-1 tw:mx-1"><svg class="icon"
    xmlns="http://www.w3.org/2000/svg" viewBox="0 0 320 512"><!-- Font Awesome Free 5.15.4 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) --><path d="M285.476 272.971L91.132 467.314c-9.373 9.373-24.569 9.373-33.941 0l-22.667-22.667c-9.357-9.357-9.375-24.522-.04-33.901L188.505 256 34.484 101.255c-9.335-9.379-9.317-24.544.04-33.901l22.667-22.667c9.373-9.373 24.569-9.373 33.941 0L285.475 239.03c9.373 9.372 9.373 24.568.001 33.941z"/></svg></span>
          <span class="tw:select-none tw:my-1! tw:block">python</span>
      </button>

   <div class="tw:flex">
      <button 
        class="
          line-number-button
          tw:mx-2 
          tw:hidden 
          tw:group-[.is-open]:block 
          tw:group-[.show-line-numbers]:text-fgColor-link 
          tw:print:hidden!" 
        title="Toggle line numbers"><svg class="icon"
    xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!-- Font Awesome Free 5.15.4 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) --><path d="M61.77 401l17.5-20.15a19.92 19.92 0 0 0 5.07-14.19v-3.31C84.34 356 80.5 352 73 352H16a8 8 0 0 0-8 8v16a8 8 0 0 0 8 8h22.83a157.41 157.41 0 0 0-11 12.31l-5.61 7c-4 5.07-5.25 10.13-2.8 14.88l1.05 1.93c3 5.76 6.29 7.88 12.25 7.88h4.73c10.33 0 15.94 2.44 15.94 9.09 0 4.72-4.2 8.22-14.36 8.22a41.54 41.54 0 0 1-15.47-3.12c-6.49-3.88-11.74-3.5-15.6 3.12l-5.59 9.31c-3.72 6.13-3.19 11.72 2.63 15.94 7.71 4.69 20.38 9.44 37 9.44 34.16 0 48.5-22.75 48.5-44.12-.03-14.38-9.12-29.76-28.73-34.88zM496 224H176a16 16 0 0 0-16 16v32a16 16 0 0 0 16 16h320a16 16 0 0 0 16-16v-32a16 16 0 0 0-16-16zm0-160H176a16 16 0 0 0-16 16v32a16 16 0 0 0 16 16h320a16 16 0 0 0 16-16V80a16 16 0 0 0-16-16zm0 320H176a16 16 0 0 0-16 16v32a16 16 0 0 0 16 16h320a16 16 0 0 0 16-16v-32a16 16 0 0 0-16-16zM16 160h64a8 8 0 0 0 8-8v-16a8 8 0 0 0-8-8H64V40a8 8 0 0 0-8-8H32a8 8 0 0 0-7.14 4.42l-8 16A8 8 0 0 0 24 64h8v64H16a8 8 0 0 0-8 8v16a8 8 0 0 0 8 8zm-3.91 160H80a8 8 0 0 0 8-8v-16a8 8 0 0 0-8-8H41.32c3.29-10.29 48.34-18.68 48.34-56.44 0-29.06-25-39.56-44.47-39.56-21.36 0-33.8 10-40.46 18.75-4.37 5.59-3 10.84 2.8 15.37l8.58 6.88c5.61 4.56 11 2.47 16.12-2.44a13.44 13.44 0 0 1 9.46-3.84c3.33 0 9.28 1.56 9.28 8.75C51 248.19 0 257.31 0 304.59v4C0 316 5.08 320 12.09 320z"/></svg></button>

      <button 
        class="
          wrap-code-button
          tw:select-none 
          tw:mx-2 
          tw:hidden 
          tw:group-[.is-open]:block 
          tw:group-[.is-wrap]:text-fgColor-link 
          tw:print:hidden!" 
        title="Toggle code wrap"><svg class="icon"
    xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!-- Font Awesome Free 5.15.4 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) --><path d="M16 132h416c8.837 0 16-7.163 16-16V76c0-8.837-7.163-16-16-16H16C7.163 60 0 67.163 0 76v40c0 8.837 7.163 16 16 16zm0 160h416c8.837 0 16-7.163 16-16v-40c0-8.837-7.163-16-16-16H16c-8.837 0-16 7.163-16 16v40c0 8.837 7.163 16 16 16zm0 160h416c8.837 0 16-7.163 16-16v-40c0-8.837-7.163-16-16-16H16c-8.837 0-16 7.163-16 16v40c0 8.837 7.163 16 16 16z"/></svg></button>
      
      <button 
        class="
          copy-code-button
          tw:select-none
          tw:mx-2 
          tw:hidden
          tw:group-[.is-open]:block
          tw:hover:text-fgColor-link 
          tw:print:hidden!"
        title="Copy code">
          <span class="copy-icon tw:block"><svg class="icon"
    xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!-- Font Awesome Free 5.15.4 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) --><path d="M433.941 65.941l-51.882-51.882A48 48 0 0 0 348.118 0H176c-26.51 0-48 21.49-48 48v48H48c-26.51 0-48 21.49-48 48v320c0 26.51 21.49 48 48 48h224c26.51 0 48-21.49 48-48v-48h80c26.51 0 48-21.49 48-48V99.882a48 48 0 0 0-14.059-33.941zM266 464H54a6 6 0 0 1-6-6V150a6 6 0 0 1 6-6h74v224c0 26.51 21.49 48 48 48h96v42a6 6 0 0 1-6 6zm128-96H182a6 6 0 0 1-6-6V54a6 6 0 0 1 6-6h106v88c0 13.255 10.745 24 24 24h88v202a6 6 0 0 1-6 6zm6-256h-64V48h9.632c1.591 0 3.117.632 4.243 1.757l48.368 48.368a6 6 0 0 1 1.757 4.243V112z"/></svg></span>
          <span class="check-icon tw:hidden"><svg class="icon"
    xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!-- Font Awesome Free 5.15.4 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) --><path d="M173.898 439.404l-166.4-166.4c-9.997-9.997-9.997-26.206 0-36.204l36.203-36.204c9.997-9.998 26.207-9.998 36.204 0L192 312.69 432.095 72.596c9.997-9.997 26.207-9.997 36.204 0l36.203 36.204c9.997 9.997 9.997 26.206 0 36.204l-294.4 294.401c-9.998 9.997-26.207 9.997-36.204-.001z"/></svg></span>
      </button>
        
      <button 
        class="
          tw:select-none 
          tw:mx-2 
          tw:block 
          tw:group-[.is-open]:hidden 
          tw:print:hidden!" 
        disabled
        aria-hidden="true"><svg class="icon"
    xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!-- Font Awesome Free 5.15.4 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) --><path d="M328 256c0 39.8-32.2 72-72 72s-72-32.2-72-72 32.2-72 72-72 72 32.2 72 72zm104-72c-39.8 0-72 32.2-72 72s32.2 72 72 72 72-32.2 72-72-32.2-72-72-72zm-352 0c-39.8 0-72 32.2-72 72s32.2 72 72 72 72-32.2 72-72-32.2-72-72-72z"/></svg></button>
    </div>
  </div>
  <pre style="counter-reset: codeblock;" class="tw:block tw:m-0 tw:p-0"><code 
    id="codeblock-id-4" 
    class="
      chroma 
      tw:block! 
      tw:p-0
      tw:m-0
      tw:transition-[max-height] 
      tw:duration-500 
      tw:ease-in-out 
      tw:group-[.is-closed]:max-h-0! 
      tw:group-[.is-wrap]:text-wrap
      tw:overflow-y-hidden
      tw:overflow-x-auto
      tw:scrollbar-thin
      "><span class="line"><span class="cl"><span class="n">d</span> <span class="o">=</span> <span class="n">copy</span><span class="o">.</span><span class="n">deepcopy</span><span class="p">(</span><span class="n">c</span><span class="p">)</span>
</span></span><span class="line"><span class="cl"><span class="nb">print</span> <span class="p">(</span><span class="nb">id</span><span class="p">(</span><span class="n">c</span><span class="p">)</span> <span class="o">==</span> <span class="nb">id</span><span class="p">(</span><span class="n">d</span><span class="p">))</span>          <span class="c1"># False - d is a new object, different from c</span>
</span></span><span class="line"><span class="cl"><span class="nb">print</span> <span class="p">(</span><span class="nb">id</span><span class="p">(</span><span class="n">c</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span> <span class="o">==</span> <span class="nb">id</span><span class="p">(</span><span class="n">d</span><span class="p">[</span><span class="mi">0</span><span class="p">]))</span>    <span class="c1"># False - d[0] is a new object, different from c[0]</span></span></span></code></pre>
</div>]]></description></item></channel></rss>