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    <title>Extensibility on Nalar</title>
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    <description>Recent content in Extensibility on Nalar</description>
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      <title>Use functools.singledispatch for Type-Based Extension Points in Python</title>
      <link>https://nalar.dev/use-functools-singledispatch-for-type-based-extension-points-in-python/</link>
      <pubDate>Fri, 04 Sep 2026 00:00:00 +0700</pubDate>
      <guid>https://nalar.dev/use-functools-singledispatch-for-type-based-extension-points-in-python/</guid>
      <description>&lt;p&gt;A function often starts with one input type and later grows branches for several related types. The first version may be straightforward:&lt;/p&gt;&#xA;&lt;div&#xA;  x-data=&#34;{ code: $el.querySelector(&#39;code&#39;).innerText, copied: false }&#34;&#xA;  class=&#34;code-block group relative my-6 overflow-hidden rounded-xl border border-line bg-surface-muted dark:border-night-line dark:bg-night-surface&#34;&gt;&#xA;  &lt;button&#xA;    type=&#34;button&#34;&#xA;    @click=&#34;navigator.clipboard.writeText(code); copied = true; setTimeout(() =&gt; copied = false, 1600)&#34;&#xA;    class=&#34;absolute right-3 top-3 z-10 rounded-lg border border-line-strong bg-surface px-2 py-1 font-mono text-[0.65rem] text-muted opacity-0 transition group-hover:opacity-100 hover:bg-ink hover:text-white dark:border-night-line dark:bg-night dark:text-night-muted dark:hover:bg-white dark:hover:text-ink&#34;&gt;&#xA;    &lt;span x-text=&#34;copied ? &#39;Copied&#39; : &#39;Copy&#39;&#34;&gt;&lt;/span&gt;&#xA;  &lt;/button&gt;&#xA;  &#xA;  &lt;div class=&#34;overflow-x-auto p-4 text-sm leading-6 [&amp;_pre]:!m-0 [&amp;_pre]:!bg-transparent [&amp;_pre]:!p-0 [&amp;_code]:font-mono&#34;&gt;&#xA;    &lt;div class=&#34;highlight&#34;&gt;&lt;pre tabindex=&#34;0&#34; style=&#34;background-color:#fff;-moz-tab-size:4;-o-tab-size:4;tab-size:4;&#34;&gt;&lt;code class=&#34;language-python&#34; data-lang=&#34;python&#34;&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;&lt;span style=&#34;font-weight:bold&#34;&gt;def&lt;/span&gt; render(value):&#xA;&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;    &lt;span style=&#34;font-weight:bold&#34;&gt;if&lt;/span&gt; isinstance(value, str):&#xA;&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;        ...&#xA;&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;    &lt;span style=&#34;font-weight:bold&#34;&gt;elif&lt;/span&gt; isinstance(value, list):&#xA;&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;        ...&#xA;&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;    &lt;span style=&#34;font-weight:bold&#34;&gt;elif&lt;/span&gt; isinstance(value, dict):&#xA;&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;        ...&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&#xA;  &lt;/div&gt;&#xA;&lt;/div&gt;&#xA;&lt;p&gt;As the number of supported types grows, this function becomes the place where every extension must be added. The branches mix dispatch logic with the behavior for each type, and independently maintained modules cannot add support without editing the central function.&lt;/p&gt;</description>
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