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    <title>DEV Community: Alan Johnson</title>
    <description>The latest articles on DEV Community by Alan Johnson (@nalanj).</description>
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      <title>DEV Community: Alan Johnson</title>
      <link>https://dev.to/nalanj</link>
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      <title>Safe Assignment</title>
      <dc:creator>Alan Johnson</dc:creator>
      <pubDate>Tue, 10 Sep 2024 04:15:40 +0000</pubDate>
      <link>https://dev.to/nalanj/safe-assignment-44g7</link>
      <guid>https://dev.to/nalanj/safe-assignment-44g7</guid>
      <description>&lt;p&gt;There was a good bit of buzz today about the new proposal for a &lt;a href="https://github.com/arthurfiorette/proposal-safe-assignment-operator" rel="noopener noreferrer"&gt;safe assignment operator (?=) in JavaScript&lt;/a&gt;. I love how JavaScript has improved over time, but this is also a problem I've run into in a few cases lately. I should whip up a quick example implementation as a function, right?&lt;/p&gt;

&lt;p&gt;In case you haven't read the proposal, here's what it proposes:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;&lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="nx"&gt;error&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nx"&gt;value&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt; &lt;span class="p"&gt;?&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nf"&gt;maybeThrows&lt;/span&gt;&lt;span class="p"&gt;();&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;The new &lt;code&gt;?=&lt;/code&gt; operator would be equivalent to calling the right side of the assignment in a &lt;code&gt;try/catch&lt;/code&gt; block, returning an array. The first value of the returned array would be an error if something threw inside the assignment, and the second value would be the result of the assignment if nothing threw.&lt;/p&gt;

&lt;h2&gt;
  
  
  A Common try/catch Annoyance
&lt;/h2&gt;

&lt;p&gt;I frequently bump into code that feels pretty ugly around assignment and &lt;code&gt;try/catch&lt;/code&gt; blocks. Things like this:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;&lt;span class="kd"&gt;let&lt;/span&gt; &lt;span class="nx"&gt;errorMsg&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;

&lt;span class="k"&gt;try&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
  &lt;span class="nf"&gt;maybeThrow&lt;/span&gt;&lt;span class="p"&gt;();&lt;/span&gt;
&lt;span class="p"&gt;}&lt;/span&gt; &lt;span class="k"&gt;catch &lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;e&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
  &lt;span class="nx"&gt;errorMsg&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;An error message&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
&lt;span class="p"&gt;}&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;To access &lt;code&gt;errorMsg&lt;/code&gt; outside of the &lt;code&gt;try/catch&lt;/code&gt; block using &lt;code&gt;const&lt;/code&gt; or &lt;code&gt;let&lt;/code&gt; you have to define it outside of the block.&lt;/p&gt;

&lt;h2&gt;
  
  
  A Non-Async Implementation
&lt;/h2&gt;

&lt;p&gt;The easiest case here is handling non-async functions. I was able to whip up&lt;br&gt;
some test cases and a function called &lt;code&gt;tryCatch&lt;/code&gt; in no time:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;&lt;span class="kd"&gt;function&lt;/span&gt; &lt;span class="nf"&gt;tryCatch&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;fn&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="p"&gt;...&lt;/span&gt;&lt;span class="nx"&gt;args&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
  &lt;span class="k"&gt;try&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="kc"&gt;undefined&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nx"&gt;fn&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;apply&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="kc"&gt;null&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nx"&gt;args&lt;/span&gt;&lt;span class="p"&gt;)]&lt;/span&gt;
  &lt;span class="p"&gt;}&lt;/span&gt; &lt;span class="k"&gt;catch &lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;e&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="nx"&gt;e&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="kc"&gt;undefined&lt;/span&gt;&lt;span class="p"&gt;];&lt;/span&gt;
  &lt;span class="p"&gt;}&lt;/span&gt;
&lt;span class="p"&gt;}&lt;/span&gt;

&lt;span class="kd"&gt;function&lt;/span&gt; &lt;span class="nf"&gt;throws&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
  &lt;span class="k"&gt;throw&lt;/span&gt; &lt;span class="k"&gt;new&lt;/span&gt; &lt;span class="nc"&gt;Error&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;It threw&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
&lt;span class="p"&gt;}&lt;/span&gt;

&lt;span class="c1"&gt;// returns a sum&lt;/span&gt;
&lt;span class="c1"&gt;// prints [ undefined, 2 ]&lt;/span&gt;
&lt;span class="nx"&gt;console&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;log&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nf"&gt;tryCatch&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nb"&gt;Math&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;sqrt&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;4&lt;/span&gt;&lt;span class="p"&gt;));&lt;/span&gt;

&lt;span class="c1"&gt;// returns an error&lt;/span&gt;
&lt;span class="c1"&gt;// prints [ Error: 'It threw', undefined ]&lt;/span&gt;
&lt;span class="nx"&gt;console&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;log&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nf"&gt;tryCatch&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;throws&lt;/span&gt;&lt;span class="p"&gt;));&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;&lt;code&gt;tryCatch&lt;/code&gt; calls the function with the given arguments wrapped in a &lt;code&gt;try/catch&lt;/code&gt; block. It appropriately returns &lt;code&gt;[undefined, result]&lt;/code&gt; if nothing throws inside the function, and &lt;code&gt;[error, undefined]&lt;/code&gt; if something does throw.&lt;/p&gt;

&lt;p&gt;Note that you can use an anonymous function with &lt;code&gt;tryCatch&lt;/code&gt; as well if you don't already have a function ready to call.&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;&lt;span class="nx"&gt;console&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;log&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nf"&gt;tryCatch&lt;/span&gt;&lt;span class="p"&gt;(()&lt;/span&gt; &lt;span class="o"&gt;=&amp;gt;&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
  &lt;span class="k"&gt;throw&lt;/span&gt; &lt;span class="k"&gt;new&lt;/span&gt; &lt;span class="nc"&gt;Error&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;It threw&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
&lt;span class="p"&gt;}));&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h2&gt;
  
  
  Handling Async Functions
&lt;/h2&gt;

&lt;p&gt;Async functions get a little trickier. One idea I initially had was to write &lt;br&gt;
a completely async version, maybe called &lt;code&gt;asyncTryCatch&lt;/code&gt;, but where's the challenge in that. This is a completely pointless exploration! Here's an implementation of &lt;code&gt;tryCatch&lt;/code&gt; that works with both async and non-async functions:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;&lt;span class="kd"&gt;function&lt;/span&gt; &lt;span class="nf"&gt;tryCatch&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;fn&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="p"&gt;...&lt;/span&gt;&lt;span class="nx"&gt;args&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
  &lt;span class="k"&gt;try&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;result&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;fn&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;apply&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="kc"&gt;null&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nx"&gt;args&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;

    &lt;span class="k"&gt;if &lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;result&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;then&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
      &lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="k"&gt;new&lt;/span&gt; &lt;span class="nc"&gt;Promise&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;resolve&lt;/span&gt; &lt;span class="o"&gt;=&amp;gt;&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
          &lt;span class="nx"&gt;result&lt;/span&gt;
            &lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;then&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;v&lt;/span&gt; &lt;span class="o"&gt;=&amp;gt;&lt;/span&gt; &lt;span class="nf"&gt;resolve&lt;/span&gt;&lt;span class="p"&gt;([&lt;/span&gt;&lt;span class="kc"&gt;undefined&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nx"&gt;v&lt;/span&gt;&lt;span class="p"&gt;]))&lt;/span&gt;
            &lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="k"&gt;catch&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;e&lt;/span&gt; &lt;span class="o"&gt;=&amp;gt;&lt;/span&gt; &lt;span class="nf"&gt;resolve&lt;/span&gt;&lt;span class="p"&gt;([&lt;/span&gt;&lt;span class="nx"&gt;e&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="kc"&gt;undefined&lt;/span&gt;&lt;span class="p"&gt;]))&lt;/span&gt;  
      &lt;span class="p"&gt;});&lt;/span&gt; 
    &lt;span class="p"&gt;}&lt;/span&gt;

    &lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="kc"&gt;undefined&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nx"&gt;result&lt;/span&gt;&lt;span class="p"&gt;];&lt;/span&gt;
  &lt;span class="p"&gt;}&lt;/span&gt; &lt;span class="k"&gt;catch &lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;e&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="nx"&gt;e&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="kc"&gt;undefined&lt;/span&gt;&lt;span class="p"&gt;];&lt;/span&gt;
  &lt;span class="p"&gt;}&lt;/span&gt;
&lt;span class="p"&gt;}&lt;/span&gt;

&lt;span class="kd"&gt;function&lt;/span&gt; &lt;span class="nf"&gt;throws&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
  &lt;span class="k"&gt;throw&lt;/span&gt; &lt;span class="k"&gt;new&lt;/span&gt; &lt;span class="nc"&gt;Error&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;It threw&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
&lt;span class="p"&gt;}&lt;/span&gt;

&lt;span class="k"&gt;async&lt;/span&gt; &lt;span class="kd"&gt;function&lt;/span&gt; &lt;span class="nf"&gt;asyncSum&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;first&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nx"&gt;second&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
  &lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="nx"&gt;first&lt;/span&gt; &lt;span class="o"&gt;+&lt;/span&gt; &lt;span class="nx"&gt;second&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
&lt;span class="p"&gt;}&lt;/span&gt;

&lt;span class="k"&gt;async&lt;/span&gt; &lt;span class="kd"&gt;function&lt;/span&gt; &lt;span class="nf"&gt;asyncThrows&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
  &lt;span class="k"&gt;throw&lt;/span&gt; &lt;span class="k"&gt;new&lt;/span&gt; &lt;span class="nc"&gt;Error&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;It throws async&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
&lt;span class="p"&gt;}&lt;/span&gt;

&lt;span class="c1"&gt;// returns a sum&lt;/span&gt;
&lt;span class="c1"&gt;// prints [ undefined, 2 ]&lt;/span&gt;
&lt;span class="nx"&gt;console&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;log&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nf"&gt;tryCatch&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nb"&gt;Math&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;sqrt&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;4&lt;/span&gt;&lt;span class="p"&gt;));&lt;/span&gt;

&lt;span class="c1"&gt;// returns an error&lt;/span&gt;
&lt;span class="c1"&gt;// prints [ Error: 'It threw', undefined ]&lt;/span&gt;
&lt;span class="nx"&gt;console&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;log&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nf"&gt;tryCatch&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;throws&lt;/span&gt;&lt;span class="p"&gt;));&lt;/span&gt;

&lt;span class="c1"&gt;// returns a promise resolving to value&lt;/span&gt;
&lt;span class="c1"&gt;// prints [ undefined, 3 ]&lt;/span&gt;
&lt;span class="nx"&gt;console&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;log&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="k"&gt;await&lt;/span&gt; &lt;span class="nf"&gt;tryCatch&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;asyncSum&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;2&lt;/span&gt;&lt;span class="p"&gt;));&lt;/span&gt;

&lt;span class="c1"&gt;// returns a promise resolving to error&lt;/span&gt;
&lt;span class="c1"&gt;// prints [ Error: 'It throws async', undefined ]&lt;/span&gt;
&lt;span class="nx"&gt;console&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;log&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="k"&gt;await&lt;/span&gt; &lt;span class="nf"&gt;tryCatch&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;asyncThrows&lt;/span&gt;&lt;span class="p"&gt;));&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;It looks a lot like the original version, but with some &lt;code&gt;Promise&lt;/code&gt; based code&lt;br&gt;
thrown in for good measure. With this implementation you can call &lt;code&gt;tryCatch&lt;/code&gt; when calling a non-async function, and then call &lt;code&gt;await tryCatch&lt;/code&gt; when calling an async function.&lt;/p&gt;

&lt;p&gt;Let's look at the &lt;code&gt;Promise&lt;/code&gt; bit:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;&lt;span class="k"&gt;if &lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;result&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;then&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
  &lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="k"&gt;new&lt;/span&gt; &lt;span class="nc"&gt;Promise&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;resolve&lt;/span&gt; &lt;span class="o"&gt;=&amp;gt;&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
      &lt;span class="nx"&gt;result&lt;/span&gt;
        &lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;then&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;v&lt;/span&gt; &lt;span class="o"&gt;=&amp;gt;&lt;/span&gt; &lt;span class="nf"&gt;resolve&lt;/span&gt;&lt;span class="p"&gt;([&lt;/span&gt;&lt;span class="kc"&gt;undefined&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nx"&gt;v&lt;/span&gt;&lt;span class="p"&gt;]))&lt;/span&gt;
        &lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="k"&gt;catch&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;e&lt;/span&gt; &lt;span class="o"&gt;=&amp;gt;&lt;/span&gt; &lt;span class="nf"&gt;resolve&lt;/span&gt;&lt;span class="p"&gt;([&lt;/span&gt;&lt;span class="nx"&gt;e&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="kc"&gt;undefined&lt;/span&gt;&lt;span class="p"&gt;]))&lt;/span&gt;    
  &lt;span class="p"&gt;});&lt;/span&gt; 
&lt;span class="p"&gt;}&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;&lt;code&gt;if (result.then)&lt;/code&gt; checks if the given function (called with &lt;code&gt;apply&lt;/code&gt;) returned a Promise. If it did, we need to return a &lt;code&gt;Promise&lt;/code&gt; ourselves.&lt;/p&gt;

&lt;p&gt;Calling &lt;code&gt;result.then(v =&amp;gt; resolve([undefined, v]))&lt;/code&gt; causes the promise to resolve to the value the given function returned, if nothing throws.&lt;/p&gt;

&lt;p&gt;&lt;code&gt;.catch(e =&amp;gt; resolve([e, undefined]))&lt;/code&gt; is a little trickier. I originally wrote&lt;br&gt;
it as &lt;code&gt;.catch(e =&amp;gt; reject([e, undefined]))&lt;/code&gt;, but that causes an uncaught error&lt;br&gt;
to fall out of &lt;code&gt;tryCatch&lt;/code&gt;. We need to &lt;code&gt;resolve&lt;/code&gt; here because we're returning an&lt;br&gt;
array, not throwing an error.&lt;/p&gt;

&lt;h2&gt;
  
  
  And Finally
&lt;/h2&gt;

&lt;p&gt;I pretty regularly have cases where I need to &lt;code&gt;try/catch&lt;/code&gt; but feel like the&lt;br&gt;
explicit &lt;code&gt;try/catch&lt;/code&gt; block takes up a ton of space and is annoying for scoping assignments. I'm not sure if I'll use it or not, but this was a fun little exploration.&lt;/p&gt;

</description>
      <category>javascript</category>
    </item>
    <item>
      <title>Mocking ESM Without Loaders</title>
      <dc:creator>Alan Johnson</dc:creator>
      <pubDate>Thu, 07 Sep 2023 13:06:30 +0000</pubDate>
      <link>https://dev.to/nalanj/mocking-esm-without-loaders-2mjn</link>
      <guid>https://dev.to/nalanj/mocking-esm-without-loaders-2mjn</guid>
      <description>&lt;p&gt;I've been using the new &lt;code&gt;node:test&lt;/code&gt; based testing framework more and more, and recently hit a tricky issue. I often mock dependencies for a file to keep the test focused on the unit I'm testing and not the entire app. But every bit of research I did about doing that with &lt;code&gt;node:test&lt;/code&gt; implied that it's not possible to mock ESM imports right now, and wouldn't be in the foreseeable future without messing with loaders.&lt;/p&gt;

&lt;p&gt;Issues and discussions pointed at using tools like &lt;a href="https://github.com/testdouble/testdouble.js"&gt;testdouble.js&lt;/a&gt; and &lt;a href="https://github.com/iambumblehead/esmock"&gt;esmock&lt;/a&gt;. I wanted to see if I could avoid them before adding a new layer of things I needed to configure.&lt;/p&gt;

&lt;p&gt;I explored a few dependency injection options that wouldn't require a loader, and most of those libraries also kind of rubbed me the wrong way. The tended to include a lot of boilerplate code and require specific types of expression, like service classes. Again, I wanted to see if I could keep things simpler.&lt;/p&gt;

&lt;p&gt;After a little exploring in &lt;a href="https://runjs.app"&gt;RunJS&lt;/a&gt; I came up with a pattern that I was happy with.&lt;/p&gt;

&lt;h2&gt;
  
  
  First, an Example
&lt;/h2&gt;

&lt;p&gt;Here's a quick example of what I'm doing.&lt;/p&gt;

&lt;p&gt;&lt;code&gt;users.js&lt;/code&gt;:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;&lt;span class="k"&gt;export&lt;/span&gt; &lt;span class="k"&gt;async&lt;/span&gt; &lt;span class="kd"&gt;function&lt;/span&gt; &lt;span class="nx"&gt;find&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;id&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
  &lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="nx"&gt;db&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;query&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;SELECT * FROM users WHERE id = $1&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="nx"&gt;id&lt;/span&gt;&lt;span class="p"&gt;]);&lt;/span&gt;
&lt;span class="p"&gt;}&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;&lt;code&gt;get-user.js&lt;/code&gt;:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;&lt;span class="k"&gt;import&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt; &lt;span class="nx"&gt;find&lt;/span&gt; &lt;span class="p"&gt;}&lt;/span&gt; &lt;span class="k"&gt;from&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;./users.js&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;

&lt;span class="k"&gt;export&lt;/span&gt; &lt;span class="k"&gt;async&lt;/span&gt; &lt;span class="kd"&gt;function&lt;/span&gt; &lt;span class="nx"&gt;handleRequest&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;request&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nx"&gt;response&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
  &lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;user&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="k"&gt;await&lt;/span&gt; &lt;span class="nx"&gt;find&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;request&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;params&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;id&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;

  &lt;span class="nx"&gt;response&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;status&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;200&lt;/span&gt;&lt;span class="p"&gt;).&lt;/span&gt;&lt;span class="nx"&gt;send&lt;/span&gt;&lt;span class="p"&gt;({&lt;/span&gt; &lt;span class="nx"&gt;user&lt;/span&gt; &lt;span class="p"&gt;});&lt;/span&gt;
&lt;span class="p"&gt;}&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;&lt;code&gt;get-user.test.js&lt;/code&gt;:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;&lt;span class="k"&gt;import&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt; &lt;span class="nx"&gt;test&lt;/span&gt; &lt;span class="p"&gt;}&lt;/span&gt; &lt;span class="k"&gt;from&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;node:test&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
&lt;span class="k"&gt;import&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt; &lt;span class="nx"&gt;assert&lt;/span&gt; &lt;span class="p"&gt;}&lt;/span&gt; &lt;span class="k"&gt;from&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;node:assert/strict&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
&lt;span class="k"&gt;import&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt; &lt;span class="nx"&gt;handleRequest&lt;/span&gt; &lt;span class="p"&gt;}&lt;/span&gt; &lt;span class="k"&gt;from&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;./get-user.js&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;

&lt;span class="nx"&gt;test&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;success&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="k"&gt;async&lt;/span&gt; &lt;span class="p"&gt;()&lt;/span&gt; &lt;span class="o"&gt;=&amp;gt;&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
  &lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;resp&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="k"&gt;await&lt;/span&gt; &lt;span class="nx"&gt;handleRequest&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;fakeRequest&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;/users/12&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;));&lt;/span&gt;
  &lt;span class="nx"&gt;assert&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;equal&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;resp&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;statusCode&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;200&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
&lt;span class="p"&gt;});&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;If I were to run the test above, a query would hit the database when the &lt;code&gt;find&lt;/code&gt; function is called. I don't want that to happen because it requires us to set the database up correctly, and in a large test suite that can take a ton of time.&lt;/p&gt;

&lt;p&gt;As an aside, my general rule of thumb is that I test the database when I'm testing my data layer, but once I move out of my data layer I tend to mock the database rather than shoving all sorts of data into the database. That tends to be easier and keeps my tests running faster.&lt;/p&gt;

&lt;h2&gt;
  
  
  Tag Mockable Dependencies
&lt;/h2&gt;

&lt;p&gt;First off, lets update the unit we're testing to tag what data we want to mock. We don't know how that will eventually work, but we can imagine a higher-order function that handles our ability to mock:&lt;/p&gt;

&lt;p&gt;&lt;code&gt;get-user.js&lt;/code&gt;:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;&lt;span class="k"&gt;import&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt; &lt;span class="nx"&gt;find&lt;/span&gt; &lt;span class="p"&gt;}&lt;/span&gt; &lt;span class="k"&gt;from&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;./users.js&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
&lt;span class="k"&gt;import&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt; &lt;span class="nx"&gt;mockable&lt;/span&gt; &lt;span class="p"&gt;}&lt;/span&gt; &lt;span class="k"&gt;from&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;./mockable.js&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;

&lt;span class="k"&gt;export&lt;/span&gt; &lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;findUser&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;mockable&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;find&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;

&lt;span class="k"&gt;export&lt;/span&gt; &lt;span class="k"&gt;async&lt;/span&gt; &lt;span class="kd"&gt;function&lt;/span&gt; &lt;span class="nx"&gt;handleRequest&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;request&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nx"&gt;response&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
  &lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;user&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="k"&gt;await&lt;/span&gt; &lt;span class="nx"&gt;findUser&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;request&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;params&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;id&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;

  &lt;span class="nx"&gt;response&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;status&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;200&lt;/span&gt;&lt;span class="p"&gt;).&lt;/span&gt;&lt;span class="nx"&gt;send&lt;/span&gt;&lt;span class="p"&gt;({&lt;/span&gt; &lt;span class="nx"&gt;user&lt;/span&gt; &lt;span class="p"&gt;});&lt;/span&gt;
&lt;span class="p"&gt;}&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;All we changed here is added an import of a non-existent function called &lt;code&gt;mockable&lt;/code&gt; that we wrapped our &lt;code&gt;find&lt;/code&gt; function in. We exported it because we know we'll need to access it in our test.&lt;/p&gt;

&lt;h2&gt;
  
  
  No Production Overrides, Ever
&lt;/h2&gt;

&lt;p&gt;The code above would fail since there's no &lt;code&gt;mockable.js&lt;/code&gt; yet, so let's write it up. First off, we know in production we want it to return the original function. Piece of cake!&lt;/p&gt;

&lt;p&gt;&lt;code&gt;mockable.js&lt;/code&gt;:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;&lt;span class="k"&gt;export&lt;/span&gt; &lt;span class="kd"&gt;function&lt;/span&gt; &lt;span class="nx"&gt;mockable&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;fn&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
  &lt;span class="k"&gt;if&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;process&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;env&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;NODE_ENV&lt;/span&gt; &lt;span class="o"&gt;===&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;production&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="nx"&gt;fn&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
  &lt;span class="p"&gt;}&lt;/span&gt;
&lt;span class="p"&gt;}&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;This won't work anywhere but production, yet, but we know in production it adds limited overhead because really it just returns the original function.&lt;/p&gt;

&lt;h2&gt;
  
  
  Allow Override
&lt;/h2&gt;

&lt;p&gt;Now, let's build out the override case for mockable. We want mockable to return a callable function, but that function should be able to be overriden. Here's how that looks:&lt;/p&gt;

&lt;p&gt;&lt;code&gt;mockable.js&lt;/code&gt;:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;&lt;span class="k"&gt;export&lt;/span&gt; &lt;span class="kd"&gt;function&lt;/span&gt; &lt;span class="nx"&gt;mockable&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;fn&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
  &lt;span class="k"&gt;if&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;process&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;env&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;NODE_ENV&lt;/span&gt; &lt;span class="o"&gt;===&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;production&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="nx"&gt;fn&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
  &lt;span class="p"&gt;}&lt;/span&gt;

  &lt;span class="c1"&gt;// impl holds the overridden implementation of the function, if it is&lt;/span&gt;
  &lt;span class="c1"&gt;// overridden&lt;/span&gt;
  &lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;impl&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="kc"&gt;undefined&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;

  &lt;span class="c1"&gt;// call impl or the original function, based on if impl is set&lt;/span&gt;
  &lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;wrap&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="kd"&gt;function&lt;/span&gt; &lt;span class="p"&gt;(...&lt;/span&gt;&lt;span class="nx"&gt;args&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="k"&gt;if&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;impl&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
      &lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="nx"&gt;impl&lt;/span&gt;&lt;span class="p"&gt;(...&lt;/span&gt;&lt;span class="nx"&gt;args&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
    &lt;span class="p"&gt;}&lt;/span&gt; &lt;span class="k"&gt;else&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
      &lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="nx"&gt;fn&lt;/span&gt;&lt;span class="p"&gt;(...&lt;/span&gt;&lt;span class="nx"&gt;args&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
    &lt;span class="p"&gt;}&lt;/span&gt;
  &lt;span class="p"&gt;};&lt;/span&gt;

  &lt;span class="c1"&gt;// attach an override function to wrap&lt;/span&gt;
  &lt;span class="nx"&gt;wrap&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;override&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="kd"&gt;function&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;fn&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="nx"&gt;impl&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;fn&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
    &lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="nx"&gt;fn&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
  &lt;span class="p"&gt;};&lt;/span&gt;

  &lt;span class="c1"&gt;// clear the override&lt;/span&gt;
  &lt;span class="nx"&gt;wrap&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;clear&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="kd"&gt;function&lt;/span&gt; &lt;span class="p"&gt;()&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="nx"&gt;impl&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="kc"&gt;undefined&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
  &lt;span class="p"&gt;};&lt;/span&gt;

  &lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="nx"&gt;wrap&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
&lt;span class="p"&gt;}&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;In the code above we're leaning on closures and the idea that JavaScript functions are objects, so you can set a function as a property of a function! It is very weird but also very useful here.&lt;/p&gt;

&lt;p&gt;So our &lt;code&gt;mockable&lt;/code&gt; function always returns a function. In production it only returns the original function. Not in production it returns a function that also includes &lt;code&gt;override&lt;/code&gt; and &lt;code&gt;clear&lt;/code&gt; properties that are callable.&lt;/p&gt;

&lt;h2&gt;
  
  
  Using Mockable in a Test
&lt;/h2&gt;

&lt;p&gt;Now it's time to update the test to lean on the new &lt;code&gt;mockable&lt;/code&gt; implementation:&lt;/p&gt;

&lt;p&gt;&lt;code&gt;get-user.test.js&lt;/code&gt;:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;&lt;span class="k"&gt;import&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt; &lt;span class="nx"&gt;test&lt;/span&gt; &lt;span class="p"&gt;}&lt;/span&gt; &lt;span class="k"&gt;from&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;node:test&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
&lt;span class="k"&gt;import&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt; &lt;span class="nx"&gt;assert&lt;/span&gt; &lt;span class="p"&gt;}&lt;/span&gt; &lt;span class="k"&gt;from&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;node:assert/strict&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
&lt;span class="k"&gt;import&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt; &lt;span class="nx"&gt;handleRequest&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nx"&gt;findUser&lt;/span&gt; &lt;span class="p"&gt;}&lt;/span&gt; &lt;span class="k"&gt;from&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;./get-user.js&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;

&lt;span class="nx"&gt;test&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;success&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="k"&gt;async&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;t&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="o"&gt;=&amp;gt;&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
  &lt;span class="c1"&gt;// override findUser for this test&lt;/span&gt;
  &lt;span class="nx"&gt;findUser&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;override&lt;/span&gt;&lt;span class="p"&gt;((&lt;/span&gt;&lt;span class="nx"&gt;id&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="o"&gt;=&amp;gt;&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
      &lt;span class="nx"&gt;id&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
      &lt;span class="na"&gt;name&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;Test Tester&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
      &lt;span class="na"&gt;email&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;test@test.com&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
      &lt;span class="na"&gt;createdAt&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="k"&gt;new&lt;/span&gt; &lt;span class="nb"&gt;Date&lt;/span&gt;&lt;span class="p"&gt;(),&lt;/span&gt;
      &lt;span class="na"&gt;updatedAt&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="k"&gt;new&lt;/span&gt; &lt;span class="nb"&gt;Date&lt;/span&gt;&lt;span class="p"&gt;(),&lt;/span&gt;
    &lt;span class="p"&gt;};&lt;/span&gt;
  &lt;span class="p"&gt;});&lt;/span&gt;

  &lt;span class="c1"&gt;// clear the override after the test runs&lt;/span&gt;
  &lt;span class="nx"&gt;t&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;after&lt;/span&gt;&lt;span class="p"&gt;(()&lt;/span&gt; &lt;span class="o"&gt;=&amp;gt;&lt;/span&gt; &lt;span class="nx"&gt;findUser&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;clear&lt;/span&gt;&lt;span class="p"&gt;());&lt;/span&gt;

  &lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;resp&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="k"&gt;await&lt;/span&gt; &lt;span class="nx"&gt;handleRequest&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;fakeRequest&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;/users/12&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;));&lt;/span&gt;
  &lt;span class="nx"&gt;assert&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;equal&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;resp&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;statusCode&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;200&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
&lt;span class="p"&gt;});&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h2&gt;
  
  
  Done!
&lt;/h2&gt;

&lt;p&gt;That's it! We have a fairly compact way to override functions in a test using higher-order functions, and not requiring a loader of any sort.&lt;/p&gt;

&lt;p&gt;This doesn't cover things like overriding a method on a class, but that's mostly a similar idea with a slightly different implementation.&lt;/p&gt;

</description>
      <category>javascript</category>
      <category>node</category>
      <category>testing</category>
    </item>
    <item>
      <title>Writing CSS With JavaScript</title>
      <dc:creator>Alan Johnson</dc:creator>
      <pubDate>Sun, 03 Sep 2023 18:03:54 +0000</pubDate>
      <link>https://dev.to/nalanj/writing-css-with-javascript-490p</link>
      <guid>https://dev.to/nalanj/writing-css-with-javascript-490p</guid>
      <description>&lt;p&gt;Don't get me wrong. I'm a big fan of CSS. It does what it does really well, and you can't beat the backward compatibility of web standards. Sometimes, though, I get a little annoyed with the way some of the more modern features are implemented, and with some of the missing features.&lt;/p&gt;

&lt;p&gt;For most of the time I've written CSS I've used some sort of preprocessor, like Sass or PostCSS to handle these shortcomings. These usually have their own sets of downsides, like some weird language rules in Sass's case or leaning on the standard in ways that mean annoyances aren't really fixed.&lt;/p&gt;

&lt;p&gt;This past week I decided to play with the idea of just using JavaScript to generate some CSS, and I'm pretty happy with the outcome.&lt;/p&gt;

&lt;p&gt;This isn't a new idea. CSS in JS is &lt;a href="https://emotion.sh/docs/introduction"&gt;obviously&lt;/a&gt; &lt;a href="https://github.com/vercel/styled-jsx"&gt;a&lt;/a&gt; &lt;a href="https://styled-components.com"&gt;thing&lt;/a&gt;, but that usually implies having component code with CSS right alongside it in some sort of JS based syntax. There's also &lt;a href="https://cssinjs.org/"&gt;JSS&lt;/a&gt; which is a library for writing CSS with JS.&lt;/p&gt;

&lt;p&gt;I had the idea to keep my CSS (written in JS) all in its own files, like I would with Sass or another preprocessor, but instead generate CSS output. Then, since it's just JavaScript, it's trivial to process it with an &lt;a href="https://esbuild.github.io/plugins/#on-load"&gt;Esbuild onLoad plugin&lt;/a&gt;. And since it's JavaScript it's very easy to do almost anything with it, since it's JavaScript.&lt;/p&gt;

&lt;h2&gt;
  
  
  The Syntax
&lt;/h2&gt;

&lt;p&gt;The general syntax I landed on was that a stylesheet was a JavaScript module that exports an array of CSS rules.&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;&lt;span class="k"&gt;export&lt;/span&gt; &lt;span class="k"&gt;default&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;
  &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="na"&gt;a&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
      &lt;span class="na"&gt;color&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;red&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
    &lt;span class="p"&gt;},&lt;/span&gt;
  &lt;span class="p"&gt;},&lt;/span&gt;
&lt;span class="p"&gt;];&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;It's pretty trivial to iterate that array and convert it into some CSS. I pretty quickly realized it was nice to not have to quote properties, so I wrote in support for converting property names in camelCase to kebab-case.&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;&lt;span class="k"&gt;export&lt;/span&gt; &lt;span class="k"&gt;default&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;
  &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="na"&gt;a&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
      &lt;span class="na"&gt;color&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;red&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
      &lt;span class="na"&gt;textDecorationStyle&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;dotted&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
    &lt;span class="p"&gt;},&lt;/span&gt;
  &lt;span class="p"&gt;},&lt;/span&gt;
&lt;span class="p"&gt;];&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;I also decided that numbers should get a &lt;code&gt;px&lt;/code&gt; added after them, since I tend to type &lt;code&gt;px&lt;/code&gt; a lot when writing CSS, so that this is valid:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;&lt;span class="k"&gt;export&lt;/span&gt; &lt;span class="k"&gt;default&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;
  &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="na"&gt;a&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
      &lt;span class="na"&gt;color&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;red&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
      &lt;span class="na"&gt;textDecorationStyle&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;dotted&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
      &lt;span class="na"&gt;fontSize&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="mi"&gt;15&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
    &lt;span class="p"&gt;},&lt;/span&gt;
  &lt;span class="p"&gt;},&lt;/span&gt;
&lt;span class="p"&gt;];&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;I knew I wanted nesting, and since I was using Esbuild to post-process the generated CSS anyway, I was able to lean on it to handle browser unnesting (since &lt;a href="https://caniuse.com/css-nesting"&gt;browser support isn't quite there on nesting&lt;/a&gt;). Building nesting support was pretty trivial. As I iterated style properties, if the value of a property was an object I assumed it was a new nested scope:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;&lt;span class="k"&gt;export&lt;/span&gt; &lt;span class="k"&gt;default&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;
  &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="na"&gt;a&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
      &lt;span class="na"&gt;color&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;red&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
      &lt;span class="na"&gt;textDecorationStyle&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;dotted&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;

      &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;&amp;amp;:hover&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
        &lt;span class="na"&gt;textDecorationStyle&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;solid&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
      &lt;span class="p"&gt;},&lt;/span&gt;
    &lt;span class="p"&gt;},&lt;/span&gt;
  &lt;span class="p"&gt;},&lt;/span&gt;
&lt;span class="p"&gt;];&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h2&gt;
  
  
  Some Cool Tricks
&lt;/h2&gt;

&lt;p&gt;The nice thing about this model is that it gives you some nice tricks for code reuse. Want to factor someting out into a variable? Feel free:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;&lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;red500&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;#f00&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;

&lt;span class="k"&gt;export&lt;/span&gt; &lt;span class="k"&gt;default&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;
  &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="na"&gt;a&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
      &lt;span class="na"&gt;color&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="nx"&gt;red500&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
      &lt;span class="na"&gt;textDecorationStyle&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;dotted&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
    &lt;span class="p"&gt;},&lt;/span&gt;
  &lt;span class="p"&gt;},&lt;/span&gt;
&lt;span class="p"&gt;];&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;In this case the &lt;code&gt;red500&lt;/code&gt; variable is doubly nice compared to a css variable because it's a good bit shorter than typing out the variable (it would have been &lt;code&gt;var(--red-500)&lt;/code&gt;, and most editors give way better tools for refactoring JS variables than CSS variables.&lt;/p&gt;

&lt;p&gt;You can still declare CSS variables within this syntax, and even shorten them for yourself while writing them:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;&lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;red500&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;var(--red-500)&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;

&lt;span class="k"&gt;export&lt;/span&gt; &lt;span class="k"&gt;default&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;
  &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;:root&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
      &lt;span class="o"&gt;--&lt;/span&gt;&lt;span class="nx"&gt;red&lt;/span&gt;&lt;span class="o"&gt;-&lt;/span&gt;&lt;span class="mi"&gt;500&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;#f00&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;
    &lt;span class="p"&gt;},&lt;/span&gt;

    &lt;span class="na"&gt;a&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
      &lt;span class="na"&gt;color&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="nx"&gt;red500&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
      &lt;span class="na"&gt;textDecorationStyle&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;dotted&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
    &lt;span class="p"&gt;},&lt;/span&gt;
  &lt;span class="p"&gt;},&lt;/span&gt;
&lt;span class="p"&gt;];&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;You can also factor out and reuse whole sets of properties:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;&lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;flexRowCentered&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
  &lt;span class="na"&gt;display&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;flex&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
  &lt;span class="na"&gt;alignItems&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;center&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
  &lt;span class="na"&gt;justifyContent&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;center&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;span class="p"&gt;};&lt;/span&gt;

&lt;span class="k"&gt;export&lt;/span&gt; &lt;span class="k"&gt;default&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;
  &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="na"&gt;div&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
      &lt;span class="p"&gt;...&lt;/span&gt;&lt;span class="nx"&gt;flexRowCentered&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
    &lt;span class="p"&gt;},&lt;/span&gt;
  &lt;span class="p"&gt;},&lt;/span&gt;
&lt;span class="p"&gt;];&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;It's even easy to define reusable media queries:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;&lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;mediaSmall&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;@media (max-width: 375px)&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;

&lt;span class="k"&gt;export&lt;/span&gt; &lt;span class="k"&gt;default&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;
  &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="na"&gt;p&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
      &lt;span class="na"&gt;fontSize&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="mi"&gt;15&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;

      &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="nx"&gt;mediaSmall&lt;/span&gt;&lt;span class="p"&gt;]:&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
        &lt;span class="na"&gt;fontSize&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="mi"&gt;16&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
      &lt;span class="p"&gt;},&lt;/span&gt;
    &lt;span class="p"&gt;},&lt;/span&gt;
  &lt;span class="p"&gt;},&lt;/span&gt;
&lt;span class="p"&gt;];&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;The default export being an array is handy for expanding imported rulesets without having to worry about collisions:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;&lt;span class="k"&gt;import&lt;/span&gt; &lt;span class="nx"&gt;typography&lt;/span&gt; &lt;span class="k"&gt;from&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;./typography.css.js&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
&lt;span class="k"&gt;import&lt;/span&gt; &lt;span class="nx"&gt;color&lt;/span&gt; &lt;span class="k"&gt;from&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;./color.css.js&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;

&lt;span class="k"&gt;export&lt;/span&gt; &lt;span class="k"&gt;default&lt;/span&gt; &lt;span class="p"&gt;[...&lt;/span&gt;&lt;span class="nx"&gt;typography&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="p"&gt;...&lt;/span&gt;&lt;span class="nx"&gt;color&lt;/span&gt;&lt;span class="p"&gt;];&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;






&lt;p&gt;All in all, I thought this was a fun little experiment. What do you think?&lt;/p&gt;

</description>
      <category>javascript</category>
      <category>css</category>
      <category>webdev</category>
    </item>
    <item>
      <title>Minimalist PostgreSQL Migrations</title>
      <dc:creator>Alan Johnson</dc:creator>
      <pubDate>Sun, 12 Feb 2023 14:14:35 +0000</pubDate>
      <link>https://dev.to/nalanj/minimalist-migrations-1k9n</link>
      <guid>https://dev.to/nalanj/minimalist-migrations-1k9n</guid>
      <description>&lt;p&gt;There are a ton of database migration tools out there, and they all have a similar set of features. A lot of times the decision on what migration tooling to use is decided by the ORM or database driver you're using.&lt;/p&gt;

&lt;p&gt;For a while now I've wanted to dig into what a bare minimum migration tool that uses standard Unix tools and &lt;code&gt;psql&lt;/code&gt;, the PostgreSQL CLI, would look like. My goal here is to have something that should work on any general Unix system without having to lean on my ORM or other tools to use it.&lt;/p&gt;

&lt;h2&gt;
  
  
  Run scripts with psql
&lt;/h2&gt;

&lt;p&gt;To get started, connect to the database with &lt;code&gt;psql&lt;/code&gt;. There are several ways to set connection details, but I like to use use a connection string:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;&lt;span class="nb"&gt;set &lt;/span&gt;&lt;span class="nv"&gt;DATABASE_URL&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;postgres://postgres:postgres@127.0.0.1:5432/mydb
psql &lt;span class="nv"&gt;$DATABASE_URL&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;The rest of this post will take for granted that &lt;code&gt;$DATABASE_URL&lt;/code&gt; is set.&lt;/p&gt;

&lt;p&gt;Once successfully connected, the &lt;code&gt;psql&lt;/code&gt; command presents a REPL that allows query input and other &lt;code&gt;psql&lt;/code&gt; specific commands. Hitting &lt;code&gt;Ctrl-d&lt;/code&gt; will exit &lt;code&gt;psql&lt;/code&gt;.&lt;/p&gt;

&lt;p&gt;Beyond the REPL mode, &lt;code&gt;psql&lt;/code&gt; allows a &lt;code&gt;-f [filename]&lt;/code&gt; argument to be passed, which causes it to run the given file.&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;psql &lt;span class="nv"&gt;$DATABASE_URL&lt;/span&gt; &lt;span class="nt"&gt;-f&lt;/span&gt; script.sql
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;This is great for the goal of running migrations, because it means a migration in a &lt;code&gt;.sql&lt;/code&gt; file composed of a sequence of SQL queries can be run with &lt;code&gt;psql&lt;/code&gt; with the &lt;code&gt;-f&lt;/code&gt; argument.&lt;/p&gt;

&lt;p&gt;There are a few other options on the &lt;code&gt;psql&lt;/code&gt; command that look handy. Giving &lt;code&gt;psql&lt;/code&gt; the &lt;code&gt;-v ON_ERROR_STOP=1&lt;/code&gt; option, which sets the &lt;code&gt;ON_ERROR_STOP&lt;/code&gt; variable to &lt;code&gt;1&lt;/code&gt; does exactly what it looks like. If an error occurs in a migration, it will return an error status code.&lt;/p&gt;

&lt;p&gt;Also &lt;code&gt;-1&lt;/code&gt; looks helpful. It will run an entire &lt;code&gt;-f&lt;/code&gt; script in a single transaction.&lt;/p&gt;

&lt;p&gt;With all of those commands combined, here's the final &lt;code&gt;psql&lt;/code&gt; migration argument set:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;psql &lt;span class="nt"&gt;-1&lt;/span&gt; &lt;span class="nt"&gt;-v&lt;/span&gt; &lt;span class="nv"&gt;ON_ERROR_STOP&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;1 &lt;span class="nt"&gt;-f&lt;/span&gt; script.sql
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;It's a start!&lt;/p&gt;

&lt;h2&gt;
  
  
  Migration State Management
&lt;/h2&gt;

&lt;p&gt;Most migration systems track state in a table within the database. The table tracks what migrations have and haven't been run, and usually some extra metadata like when they were run.&lt;/p&gt;

&lt;p&gt;Here's a table creation query for a basic migration script:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight sql"&gt;&lt;code&gt;&lt;span class="k"&gt;CREATE&lt;/span&gt; &lt;span class="k"&gt;TABLE&lt;/span&gt; &lt;span class="n"&gt;IF&lt;/span&gt; &lt;span class="k"&gt;NOT&lt;/span&gt; &lt;span class="k"&gt;EXISTS&lt;/span&gt; &lt;span class="nv"&gt;"migrations"&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;
  &lt;span class="nv"&gt;"id"&lt;/span&gt; &lt;span class="nb"&gt;integer&lt;/span&gt; &lt;span class="k"&gt;PRIMARY&lt;/span&gt; &lt;span class="k"&gt;KEY&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
  &lt;span class="nv"&gt;"migrated_at"&lt;/span&gt; &lt;span class="n"&gt;timestamptz&lt;/span&gt; &lt;span class="k"&gt;NOT&lt;/span&gt; &lt;span class="k"&gt;NULL&lt;/span&gt; &lt;span class="k"&gt;DEFAULT&lt;/span&gt; &lt;span class="n"&gt;now&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
&lt;span class="p"&gt;);&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;This table has two columns. An &lt;code&gt;id&lt;/code&gt; column that tracks the version for a recorded migration, and &lt;code&gt;migrated_at&lt;/code&gt; that records the time the migration occurred.&lt;/p&gt;

&lt;p&gt;To record to the migrations table, a query like this needs to be run:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight sql"&gt;&lt;code&gt;&lt;span class="k"&gt;INSERT&lt;/span&gt; &lt;span class="k"&gt;INTO&lt;/span&gt; &lt;span class="n"&gt;migrations&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;id&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="k"&gt;VALUES&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;It'd be a little annoying to write that each time, though, so why not define&lt;br&gt;
a function within PostgreSQL for inserting a migration version:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight sql"&gt;&lt;code&gt;&lt;span class="k"&gt;CREATE&lt;/span&gt; &lt;span class="k"&gt;OR&lt;/span&gt; &lt;span class="k"&gt;REPLACE&lt;/span&gt; &lt;span class="k"&gt;FUNCTION&lt;/span&gt; &lt;span class="n"&gt;log_migration&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;
    &lt;span class="n"&gt;id&lt;/span&gt; &lt;span class="nb"&gt;integer&lt;/span&gt;
  &lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="k"&gt;RETURNS&lt;/span&gt; &lt;span class="n"&gt;void&lt;/span&gt; &lt;span class="k"&gt;AS&lt;/span&gt; &lt;span class="err"&gt;$$&lt;/span&gt;
  &lt;span class="k"&gt;BEGIN&lt;/span&gt;
    &lt;span class="k"&gt;INSERT&lt;/span&gt; &lt;span class="k"&gt;INTO&lt;/span&gt; &lt;span class="nv"&gt;"migrations"&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;id&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="k"&gt;VALUES&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;id&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
  &lt;span class="k"&gt;END&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
&lt;span class="err"&gt;$$&lt;/span&gt; &lt;span class="k"&gt;LANGUAGE&lt;/span&gt; &lt;span class="n"&gt;plpgsql&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;This takes a migration id and records it to the &lt;code&gt;migrations&lt;/code&gt; table. It can be run like this:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight sql"&gt;&lt;code&gt;&lt;span class="k"&gt;SELECT&lt;/span&gt; &lt;span class="n"&gt;log_migration&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;Because the migrations table exists and typically when a new migration is run it's expected to be working on an existing state of the database, it can also be helpful to have a function that will assert that the database state is as expected.&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight sql"&gt;&lt;code&gt;&lt;span class="k"&gt;CREATE&lt;/span&gt; &lt;span class="k"&gt;OR&lt;/span&gt; &lt;span class="k"&gt;REPLACE&lt;/span&gt; &lt;span class="k"&gt;FUNCTION&lt;/span&gt; &lt;span class="n"&gt;assert_latest_migration&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;
  &lt;span class="n"&gt;id&lt;/span&gt; &lt;span class="nb"&gt;integer&lt;/span&gt;
  &lt;span class="p"&gt;)&lt;/span&gt;
  &lt;span class="k"&gt;RETURNS&lt;/span&gt; &lt;span class="n"&gt;void&lt;/span&gt; &lt;span class="k"&gt;AS&lt;/span&gt; &lt;span class="err"&gt;$$&lt;/span&gt;
  &lt;span class="k"&gt;DECLARE&lt;/span&gt;
    &lt;span class="n"&gt;latest_id&lt;/span&gt; &lt;span class="nb"&gt;integer&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
  &lt;span class="k"&gt;BEGIN&lt;/span&gt;
    &lt;span class="k"&gt;SELECT&lt;/span&gt; &lt;span class="k"&gt;MAX&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;migrations&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="n"&gt;id&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="k"&gt;INTO&lt;/span&gt; &lt;span class="n"&gt;latest_id&lt;/span&gt; &lt;span class="k"&gt;FROM&lt;/span&gt; &lt;span class="n"&gt;migrations&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;

    &lt;span class="n"&gt;ASSERT&lt;/span&gt; &lt;span class="n"&gt;latest_id&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;id&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="s1"&gt;'migration assertion '&lt;/span&gt; &lt;span class="o"&gt;||&lt;/span&gt; &lt;span class="n"&gt;id&lt;/span&gt; &lt;span class="o"&gt;||&lt;/span&gt; &lt;span class="s1"&gt;' failed, current latest is '&lt;/span&gt; &lt;span class="o"&gt;||&lt;/span&gt; &lt;span class="n"&gt;latest_id&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
    &lt;span class="k"&gt;RETURN&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
  &lt;span class="k"&gt;END&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
&lt;span class="err"&gt;$$&lt;/span&gt; &lt;span class="k"&gt;LANGUAGE&lt;/span&gt; &lt;span class="n"&gt;plpgsql&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;This one's a little more complicated:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;It takes in an expected migration version as an argument.&lt;/li&gt;
&lt;li&gt;Queries for the latest migration version in the &lt;code&gt;migrations&lt;/code&gt; table, and set it to &lt;code&gt;latest_id&lt;/code&gt;.&lt;/li&gt;
&lt;li&gt;Compare the expected migration version to &lt;code&gt;latest_id&lt;/code&gt;. If they aren't equal, raise an error.&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;This function can be used like this:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight sql"&gt;&lt;code&gt;&lt;span class="k"&gt;SELECT&lt;/span&gt; &lt;span class="n"&gt;assert_latest_migration&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;If the latest migration in the &lt;code&gt;migrations&lt;/code&gt; table doesn't match the argument, which in the example above is &lt;code&gt;1&lt;/code&gt;, an error will be raised. This fits nicely with the &lt;code&gt;-v ON_ERROR_STOP=1&lt;/code&gt; option in &lt;code&gt;psql&lt;/code&gt;.&lt;/p&gt;

&lt;p&gt;Putting all of this together, the first migration file is ready to go:&lt;/p&gt;

&lt;p&gt;&lt;code&gt;migrations/000-bootstrap.sql&lt;/code&gt;:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight sql"&gt;&lt;code&gt;&lt;span class="k"&gt;CREATE&lt;/span&gt; &lt;span class="k"&gt;TABLE&lt;/span&gt; &lt;span class="n"&gt;IF&lt;/span&gt; &lt;span class="k"&gt;NOT&lt;/span&gt; &lt;span class="k"&gt;EXISTS&lt;/span&gt; &lt;span class="nv"&gt;"migrations"&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;
  &lt;span class="nv"&gt;"id"&lt;/span&gt; &lt;span class="nb"&gt;integer&lt;/span&gt; &lt;span class="k"&gt;PRIMARY&lt;/span&gt; &lt;span class="k"&gt;KEY&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
  &lt;span class="nv"&gt;"migrated_at"&lt;/span&gt; &lt;span class="n"&gt;timestamptz&lt;/span&gt; &lt;span class="k"&gt;NOT&lt;/span&gt; &lt;span class="k"&gt;NULL&lt;/span&gt; &lt;span class="k"&gt;DEFAULT&lt;/span&gt; &lt;span class="n"&gt;now&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
&lt;span class="p"&gt;);&lt;/span&gt;


&lt;span class="k"&gt;CREATE&lt;/span&gt; &lt;span class="k"&gt;OR&lt;/span&gt; &lt;span class="k"&gt;REPLACE&lt;/span&gt; &lt;span class="k"&gt;FUNCTION&lt;/span&gt; &lt;span class="n"&gt;log_migration&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;
    &lt;span class="n"&gt;id&lt;/span&gt; &lt;span class="nb"&gt;integer&lt;/span&gt;
  &lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="k"&gt;RETURNS&lt;/span&gt; &lt;span class="n"&gt;void&lt;/span&gt; &lt;span class="k"&gt;AS&lt;/span&gt; &lt;span class="err"&gt;$$&lt;/span&gt;
  &lt;span class="k"&gt;BEGIN&lt;/span&gt;
    &lt;span class="k"&gt;INSERT&lt;/span&gt; &lt;span class="k"&gt;INTO&lt;/span&gt; &lt;span class="nv"&gt;"migrations"&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;id&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="k"&gt;VALUES&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;id&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
  &lt;span class="k"&gt;END&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
&lt;span class="err"&gt;$$&lt;/span&gt; &lt;span class="k"&gt;LANGUAGE&lt;/span&gt; &lt;span class="n"&gt;plpgsql&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;

&lt;span class="k"&gt;CREATE&lt;/span&gt; &lt;span class="k"&gt;OR&lt;/span&gt; &lt;span class="k"&gt;REPLACE&lt;/span&gt; &lt;span class="k"&gt;FUNCTION&lt;/span&gt; &lt;span class="n"&gt;assert_latest_migration&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;
  &lt;span class="n"&gt;id&lt;/span&gt; &lt;span class="nb"&gt;integer&lt;/span&gt;
  &lt;span class="p"&gt;)&lt;/span&gt;
  &lt;span class="k"&gt;RETURNS&lt;/span&gt; &lt;span class="n"&gt;void&lt;/span&gt; &lt;span class="k"&gt;AS&lt;/span&gt; &lt;span class="err"&gt;$$&lt;/span&gt;
  &lt;span class="k"&gt;DECLARE&lt;/span&gt;
    &lt;span class="n"&gt;latest_id&lt;/span&gt; &lt;span class="nb"&gt;integer&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
  &lt;span class="k"&gt;BEGIN&lt;/span&gt;
    &lt;span class="k"&gt;SELECT&lt;/span&gt; &lt;span class="k"&gt;MAX&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;migrations&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="n"&gt;id&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="k"&gt;INTO&lt;/span&gt; &lt;span class="n"&gt;latest_id&lt;/span&gt; &lt;span class="k"&gt;FROM&lt;/span&gt; &lt;span class="n"&gt;migrations&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;

    &lt;span class="n"&gt;ASSERT&lt;/span&gt; &lt;span class="n"&gt;latest_id&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;id&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="s1"&gt;'migration assertion '&lt;/span&gt; &lt;span class="o"&gt;||&lt;/span&gt; &lt;span class="n"&gt;id&lt;/span&gt; &lt;span class="o"&gt;||&lt;/span&gt; &lt;span class="s1"&gt;' failed, current latest is '&lt;/span&gt; &lt;span class="o"&gt;||&lt;/span&gt; &lt;span class="n"&gt;latest_id&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
    &lt;span class="k"&gt;RETURN&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
  &lt;span class="k"&gt;END&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
&lt;span class="err"&gt;$$&lt;/span&gt; &lt;span class="k"&gt;LANGUAGE&lt;/span&gt; &lt;span class="n"&gt;plpgsql&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;

&lt;span class="k"&gt;SELECT&lt;/span&gt; &lt;span class="n"&gt;log_migration&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;Running this with the &lt;code&gt;psql&lt;/code&gt; command above will apply it to the database:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;psql &lt;span class="nt"&gt;-1&lt;/span&gt; &lt;span class="nt"&gt;-v&lt;/span&gt; &lt;span class="nv"&gt;ON_ERROR_STOP&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;1 &lt;span class="nt"&gt;-f&lt;/span&gt; migrations/000-bootstrap.sql
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h2&gt;
  
  
  Adding a Real Migration
&lt;/h2&gt;

&lt;p&gt;Running a migration to set up migrations isn't that satisfying. Here's a first real migration, which creates a table of users:&lt;/p&gt;

&lt;p&gt;&lt;code&gt;migrations/001-create-users.sql&lt;/code&gt;:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight sql"&gt;&lt;code&gt;&lt;span class="k"&gt;SELECT&lt;/span&gt; &lt;span class="n"&gt;assert_latest_migration&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;

&lt;span class="k"&gt;CREATE&lt;/span&gt; &lt;span class="k"&gt;TABLE&lt;/span&gt; &lt;span class="nv"&gt;"users"&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;
  &lt;span class="n"&gt;id&lt;/span&gt; &lt;span class="nb"&gt;serial&lt;/span&gt; &lt;span class="k"&gt;PRIMARY&lt;/span&gt; &lt;span class="k"&gt;KEY&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
  &lt;span class="n"&gt;username&lt;/span&gt; &lt;span class="nb"&gt;varchar&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;255&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="k"&gt;NOT&lt;/span&gt; &lt;span class="k"&gt;NULL&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
  &lt;span class="n"&gt;encrypted_password&lt;/span&gt; &lt;span class="nb"&gt;varchar&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;255&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="k"&gt;NOT&lt;/span&gt; &lt;span class="k"&gt;NULL&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
  &lt;span class="n"&gt;created_at&lt;/span&gt; &lt;span class="n"&gt;timestamptz&lt;/span&gt; &lt;span class="k"&gt;NOT&lt;/span&gt; &lt;span class="k"&gt;NULL&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
  &lt;span class="n"&gt;updated_at&lt;/span&gt; &lt;span class="n"&gt;timestamptz&lt;/span&gt; &lt;span class="k"&gt;NOT&lt;/span&gt; &lt;span class="k"&gt;NULL&lt;/span&gt;
&lt;span class="p"&gt;);&lt;/span&gt;

&lt;span class="k"&gt;SELECT&lt;/span&gt; &lt;span class="n"&gt;log_migration&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;This uses the &lt;code&gt;assert_latest_migration&lt;/code&gt; function from above to ensure the database state starts out as expected. It then creates the &lt;code&gt;users&lt;/code&gt; table, and closes by using the &lt;code&gt;log_migration&lt;/code&gt; function to record the new migration version.&lt;/p&gt;

&lt;p&gt;Run it with &lt;code&gt;psql -1 -v ON_ERROR_STOP=1 -f migrations/001-create-users.sql&lt;/code&gt;&lt;/p&gt;

&lt;p&gt;This minimal migration system seems to be working!&lt;/p&gt;

&lt;h2&gt;
  
  
  Bulk Executing Migrations
&lt;/h2&gt;

&lt;p&gt;There's a great way to run a single migration, but what about all migrations? There are great Unix command line tools that can help piece together running all migrations.&lt;/p&gt;

&lt;p&gt;&lt;code&gt;find&lt;/code&gt; will help get a list of all migrations in a directory:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;find migrations &lt;span class="nt"&gt;-iname&lt;/span&gt; &lt;span class="s2"&gt;"*.sql"&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;This finds all files with a &lt;code&gt;.sql&lt;/code&gt; extension in the migrations directory. Find doesn't sort that list, though, so pipe the output from find into &lt;code&gt;sort&lt;/code&gt;.&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;find migrations &lt;span class="nt"&gt;-iname&lt;/span&gt; &lt;span class="s2"&gt;"*.sql"&lt;/span&gt; | &lt;span class="nb"&gt;sort&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;This outputs a list of all the filenames sorted. Since &lt;code&gt;psql&lt;/code&gt; needs a &lt;code&gt;-f&lt;/code&gt; in front of each filename, &lt;code&gt;printf&lt;/code&gt; along with &lt;code&gt;xargs&lt;/code&gt; can set that up:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;find &lt;span class="nv"&gt;$1&lt;/span&gt; &lt;span class="nt"&gt;-iname&lt;/span&gt; &lt;span class="s2"&gt;"*.sql"&lt;/span&gt; | &lt;span class="nb"&gt;sort&lt;/span&gt; | xargs &lt;span class="nb"&gt;printf&lt;/span&gt; &lt;span class="nt"&gt;--&lt;/span&gt; &lt;span class="s1"&gt;'-f %s\n'&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;And then another &lt;code&gt;xargs&lt;/code&gt; runs the migrations:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;find &lt;span class="nv"&gt;$1&lt;/span&gt; &lt;span class="nt"&gt;-iname&lt;/span&gt; &lt;span class="s2"&gt;"*.sql"&lt;/span&gt; | &lt;span class="nb"&gt;sort&lt;/span&gt; | xargs &lt;span class="nb"&gt;printf&lt;/span&gt; &lt;span class="nt"&gt;--&lt;/span&gt; &lt;span class="s1"&gt;'-f %s\n'&lt;/span&gt; | xargs psql &lt;span class="nv"&gt;$DATABASE_URL&lt;/span&gt; &lt;span class="nt"&gt;-1&lt;/span&gt; &lt;span class="nt"&gt;-v&lt;/span&gt; &lt;span class="nv"&gt;ON_ERROR_STOP&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;1&lt;span class="p"&gt;;&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;This will run all migrations and exit if any of them fail. They'll be run in a single transaction.&lt;/p&gt;

&lt;h1&gt;
  
  
  Cleaning Up
&lt;/h1&gt;

&lt;p&gt;It's probably not practical to remember and type these &lt;code&gt;psql&lt;/code&gt; based commands out, so some simple &lt;code&gt;bash&lt;/code&gt; scripts can help give quick commands for running a single migration or running all migrations:&lt;/p&gt;

&lt;p&gt;&lt;code&gt;bin/migrate&lt;/code&gt;:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;&lt;span class="c"&gt;#!/bin/bash&lt;/span&gt;
&lt;span class="nb"&gt;set&lt;/span&gt; &lt;span class="nt"&gt;-e&lt;/span&gt;

&lt;span class="k"&gt;if&lt;/span&gt; &lt;span class="o"&gt;[&lt;/span&gt; &lt;span class="nt"&gt;-z&lt;/span&gt; &lt;span class="k"&gt;${&lt;/span&gt;&lt;span class="nv"&gt;DATABASE_URL&lt;/span&gt;&lt;span class="p"&gt;+x&lt;/span&gt;&lt;span class="k"&gt;}&lt;/span&gt; &lt;span class="o"&gt;]&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
&lt;span class="k"&gt;then
  &lt;/span&gt;&lt;span class="nb"&gt;echo&lt;/span&gt; &lt;span class="s2"&gt;"DATABASE_URL must be set"&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
  &lt;span class="nb"&gt;exit &lt;/span&gt;1&lt;span class="p"&gt;;&lt;/span&gt;
&lt;span class="k"&gt;fi&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;

&lt;span class="k"&gt;if&lt;/span&gt; &lt;span class="o"&gt;[&lt;/span&gt; &lt;span class="nt"&gt;-z&lt;/span&gt; &lt;span class="k"&gt;${&lt;/span&gt;&lt;span class="nv"&gt;1&lt;/span&gt;&lt;span class="p"&gt;+x&lt;/span&gt;&lt;span class="k"&gt;}&lt;/span&gt; &lt;span class="o"&gt;]&lt;/span&gt; &lt;span class="o"&gt;||&lt;/span&gt; &lt;span class="o"&gt;[&lt;/span&gt; &lt;span class="o"&gt;!&lt;/span&gt; &lt;span class="nt"&gt;-f&lt;/span&gt; &lt;span class="nv"&gt;$1&lt;/span&gt; &lt;span class="o"&gt;]&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
&lt;span class="k"&gt;then
  &lt;/span&gt;&lt;span class="nb"&gt;echo&lt;/span&gt; &lt;span class="s2"&gt;"Usage: migrate [script.sql]"&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
  &lt;span class="nb"&gt;exit &lt;/span&gt;1&lt;span class="p"&gt;;&lt;/span&gt;
&lt;span class="k"&gt;fi&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;

psql &lt;span class="nv"&gt;$DATABASE_URL&lt;/span&gt; &lt;span class="nt"&gt;-1&lt;/span&gt; &lt;span class="nt"&gt;-v&lt;/span&gt; &lt;span class="nv"&gt;ON_ERROR_STOP&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;1 &lt;span class="nt"&gt;-f&lt;/span&gt; &lt;span class="nv"&gt;$1&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;Running this script will make sure the given argument is a file, and if not it'll give a usage message. Otherwise it'll run the migration script.&lt;/p&gt;

&lt;p&gt;&lt;code&gt;bin/migrate-all&lt;/code&gt;:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;&lt;span class="c"&gt;#!/bin/bash&lt;/span&gt;
&lt;span class="nb"&gt;set&lt;/span&gt; &lt;span class="nt"&gt;-e&lt;/span&gt;

&lt;span class="k"&gt;if&lt;/span&gt; &lt;span class="o"&gt;[&lt;/span&gt; &lt;span class="nt"&gt;-z&lt;/span&gt; &lt;span class="k"&gt;${&lt;/span&gt;&lt;span class="nv"&gt;DATABASE_URL&lt;/span&gt;&lt;span class="p"&gt;+x&lt;/span&gt;&lt;span class="k"&gt;}&lt;/span&gt; &lt;span class="o"&gt;]&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
&lt;span class="k"&gt;then
  &lt;/span&gt;&lt;span class="nb"&gt;echo&lt;/span&gt; &lt;span class="s2"&gt;"DATABASE_URL must be set"&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
  &lt;span class="nb"&gt;exit &lt;/span&gt;1&lt;span class="p"&gt;;&lt;/span&gt;
&lt;span class="k"&gt;fi&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;

&lt;span class="k"&gt;if&lt;/span&gt; &lt;span class="o"&gt;[&lt;/span&gt; &lt;span class="nt"&gt;-z&lt;/span&gt; &lt;span class="k"&gt;${&lt;/span&gt;&lt;span class="nv"&gt;1&lt;/span&gt;&lt;span class="p"&gt;+x&lt;/span&gt;&lt;span class="k"&gt;}&lt;/span&gt; &lt;span class="o"&gt;]&lt;/span&gt; &lt;span class="o"&gt;||&lt;/span&gt; &lt;span class="o"&gt;[&lt;/span&gt; &lt;span class="o"&gt;!&lt;/span&gt; &lt;span class="nt"&gt;-d&lt;/span&gt; &lt;span class="nv"&gt;$1&lt;/span&gt; &lt;span class="o"&gt;]&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
&lt;span class="k"&gt;then
  &lt;/span&gt;&lt;span class="nb"&gt;echo&lt;/span&gt; &lt;span class="s2"&gt;"Usage: migrate-all [dir]"&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
  &lt;span class="nb"&gt;exit &lt;/span&gt;1&lt;span class="p"&gt;;&lt;/span&gt;
&lt;span class="k"&gt;fi&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;

find &lt;span class="nv"&gt;$1&lt;/span&gt; &lt;span class="nt"&gt;-iname&lt;/span&gt; &lt;span class="s2"&gt;"*.sql"&lt;/span&gt; | &lt;span class="nb"&gt;sort&lt;/span&gt; | xargs &lt;span class="nb"&gt;printf&lt;/span&gt; &lt;span class="nt"&gt;--&lt;/span&gt; &lt;span class="s1"&gt;'-f %s\n'&lt;/span&gt; | xargs psql &lt;span class="nv"&gt;$DATABASE_URL&lt;/span&gt; &lt;span class="nt"&gt;-1&lt;/span&gt; &lt;span class="nt"&gt;-v&lt;/span&gt; &lt;span class="nv"&gt;ON_ERROR_STOP&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;1&lt;span class="p"&gt;;&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;This script expects a directory as an argument, and runs all of the migrations in the given directory, in order.&lt;/p&gt;

&lt;p&gt;There's a problem with this script, though, that will take a while to hit. There is a limit to how long an argument can be, and &lt;code&gt;xargs&lt;/code&gt; is simply concatenating all files into a huge list. There are limits to how long this argument list can be, though. Run &lt;code&gt;getconf ARG_MAX&lt;/code&gt; to see the maximum length of a command. On my computer right now it's &lt;code&gt;1048576&lt;/code&gt;. It's long, but not infinite.&lt;/p&gt;

&lt;p&gt;It's ideal to just use a loop in bash instead:&lt;/p&gt;

&lt;p&gt;&lt;code&gt;bin/migrate-all&lt;/code&gt; &lt;em&gt;(take 2)&lt;/em&gt;:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;&lt;span class="c"&gt;#!/bin/bash&lt;/span&gt;
&lt;span class="nb"&gt;set&lt;/span&gt; &lt;span class="nt"&gt;-e&lt;/span&gt;

&lt;span class="k"&gt;if&lt;/span&gt; &lt;span class="o"&gt;[&lt;/span&gt; &lt;span class="nt"&gt;-z&lt;/span&gt; &lt;span class="k"&gt;${&lt;/span&gt;&lt;span class="nv"&gt;DATABASE_URL&lt;/span&gt;&lt;span class="p"&gt;+x&lt;/span&gt;&lt;span class="k"&gt;}&lt;/span&gt; &lt;span class="o"&gt;]&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
&lt;span class="k"&gt;then
  &lt;/span&gt;&lt;span class="nb"&gt;echo&lt;/span&gt; &lt;span class="s2"&gt;"DATABASE_URL must be set"&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
  &lt;span class="nb"&gt;exit &lt;/span&gt;1&lt;span class="p"&gt;;&lt;/span&gt;
&lt;span class="k"&gt;fi&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;

&lt;span class="k"&gt;if&lt;/span&gt; &lt;span class="o"&gt;[&lt;/span&gt; &lt;span class="nt"&gt;-z&lt;/span&gt; &lt;span class="k"&gt;${&lt;/span&gt;&lt;span class="nv"&gt;1&lt;/span&gt;&lt;span class="p"&gt;+x&lt;/span&gt;&lt;span class="k"&gt;}&lt;/span&gt; &lt;span class="o"&gt;]&lt;/span&gt; &lt;span class="o"&gt;||&lt;/span&gt; &lt;span class="o"&gt;[&lt;/span&gt; &lt;span class="o"&gt;!&lt;/span&gt; &lt;span class="nt"&gt;-d&lt;/span&gt; &lt;span class="nv"&gt;$1&lt;/span&gt; &lt;span class="o"&gt;]&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
&lt;span class="k"&gt;then
  &lt;/span&gt;&lt;span class="nb"&gt;echo&lt;/span&gt; &lt;span class="s2"&gt;"Usage: migrate-all [dir]"&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
  &lt;span class="nb"&gt;exit &lt;/span&gt;1&lt;span class="p"&gt;;&lt;/span&gt;
&lt;span class="k"&gt;fi&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;

&lt;span class="nv"&gt;files&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="si"&gt;$(&lt;/span&gt;find &lt;span class="nv"&gt;$1&lt;/span&gt; &lt;span class="nt"&gt;-iname&lt;/span&gt; &lt;span class="s2"&gt;"*.sql"&lt;/span&gt;&lt;span class="si"&gt;)&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt; &lt;span class="c"&gt;#| xargs printf -- '-f %s\n' | xargs psql $DATABASE_URL -1 -v ON_ERROR_STOP=1;&lt;/span&gt;
&lt;span class="k"&gt;for &lt;/span&gt;file &lt;span class="k"&gt;in&lt;/span&gt; &lt;span class="nv"&gt;$files&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
&lt;span class="k"&gt;do
  &lt;/span&gt;psql &lt;span class="nv"&gt;$DATABASE_URL&lt;/span&gt; &lt;span class="nt"&gt;-1&lt;/span&gt; &lt;span class="nt"&gt;-v&lt;/span&gt; &lt;span class="nv"&gt;ON_ERROR_STOP&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;1 &lt;span class="nt"&gt;-f&lt;/span&gt; &lt;span class="nv"&gt;$file&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
&lt;span class="k"&gt;done&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;And with that, the minimal migration solution is ready to use.&lt;/p&gt;

&lt;h2&gt;
  
  
  What's Missing
&lt;/h2&gt;

&lt;p&gt;This isn't the most full featured migration system.&lt;/p&gt;

&lt;h3&gt;
  
  
  Run only missing migrations
&lt;/h3&gt;

&lt;p&gt;This doesn't currently support running the latest migrations. In practice I don't generally miss that feature, because I prefer to drop my database and rebuild it in development. During deployment it's good to take a minute and think through the migrations that need to be run and review them, rather than just running a migrate command.&lt;/p&gt;

&lt;h3&gt;
  
  
  Roll Back
&lt;/h3&gt;

&lt;p&gt;It's certainly missing any way to roll back migrations. My general experience is that I seldom to never migrate back, and that frequently migrations aren't able to be undone, so this doesn't bother me too much, but of course your team's mileage may vary there.&lt;/p&gt;

&lt;p&gt;The broad strokes of how this system works has been in place at &lt;a href="https://www.withcardinal.com" rel="noopener noreferrer"&gt;Cardinal&lt;/a&gt; for several years now, but we have some JavaScript based scripts rather than bash to tie it all together. It has worked great for us, so I'm confident it can help tons of other teams as well.&lt;/p&gt;

&lt;h2&gt;
  
  
  The Code
&lt;/h2&gt;

&lt;p&gt;If you'd like to see the full example code from this, check out &lt;a href="https://github.com/nalanj/migrations" rel="noopener noreferrer"&gt;nalanj/migrations&lt;/a&gt;. Feel free to throw an issue or a discussion into that repo.&lt;/p&gt;

</description>
      <category>productivity</category>
      <category>career</category>
      <category>discuss</category>
    </item>
    <item>
      <title>Automate GitHub Actions Node Version</title>
      <dc:creator>Alan Johnson</dc:creator>
      <pubDate>Fri, 07 Oct 2022 18:05:30 +0000</pubDate>
      <link>https://dev.to/nalanj/automate-github-actions-node-version-37io</link>
      <guid>https://dev.to/nalanj/automate-github-actions-node-version-37io</guid>
      <description>&lt;p&gt;I use GitHub Actions for all my CI, and one annoying thing I hit early on was having to keep my GitHub Actions Node version in sync with the Node version I use for development.&lt;/p&gt;

&lt;p&gt;To solve that issue I've switched to using &lt;a href="https://volta.sh"&gt;Volta&lt;/a&gt; for Node version management. It's nice because it can switch Node versions on the fly based on what's configured in &lt;code&gt;package.json&lt;/code&gt;, like this:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight json"&gt;&lt;code&gt;&lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="w"&gt;
  &lt;/span&gt;&lt;span class="err"&gt;//...package.json&lt;/span&gt;&lt;span class="w"&gt;

  &lt;/span&gt;&lt;span class="nl"&gt;"volta"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="w"&gt;
    &lt;/span&gt;&lt;span class="nl"&gt;"node"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"18.10.0"&lt;/span&gt;&lt;span class="w"&gt;
  &lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt;&lt;span class="w"&gt;
&lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt;&lt;span class="w"&gt;
&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;Then in GitHub Actions I use these couple of steps to load my Volta version of Node:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight yaml"&gt;&lt;code&gt;&lt;span class="c1"&gt;# set NODE_VERSION to be Volta's current version&lt;/span&gt;
&lt;span class="pi"&gt;-&lt;/span&gt; &lt;span class="na"&gt;run&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="s"&gt;echo NODE_VERSION=$(jq -r .volta.node package.json) &amp;gt;&amp;gt; $GITHUB_ENV&lt;/span&gt;
&lt;span class="pi"&gt;-&lt;/span&gt; &lt;span class="na"&gt;uses&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="s"&gt;actions/setup-node@v3&lt;/span&gt;
  &lt;span class="na"&gt;with&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt;
    &lt;span class="na"&gt;node-version&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="s"&gt;${{ env.NODE_VERSION }}&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



</description>
      <category>javascript</category>
      <category>node</category>
      <category>devjournal</category>
    </item>
    <item>
      <title>An Experiment With Dynamic Loading</title>
      <dc:creator>Alan Johnson</dc:creator>
      <pubDate>Wed, 05 Oct 2022 17:03:09 +0000</pubDate>
      <link>https://dev.to/nalanj/an-experiment-with-dynamic-loading-4oig</link>
      <guid>https://dev.to/nalanj/an-experiment-with-dynamic-loading-4oig</guid>
      <description>&lt;p&gt;I've been thinking about how to hot reload within server code to improve my development experience a lot lately. One thing that doesn't appeal to me much is using something like webpack and its HMR implementation, primarily because it has a lot of tricky implementation details when handling things like reconnecting databases, etc.&lt;/p&gt;

&lt;p&gt;One idea I had the other day was to simply try out using a &lt;code&gt;Worker&lt;/code&gt; within node to handle the reloading. Workers run in their own interpreter, so they should work!&lt;/p&gt;

&lt;p&gt;Here's the quick test I wrote up to in fact confirm that using &lt;code&gt;Worker&lt;/code&gt; is feasible for dynamic loading:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;&lt;span class="c1"&gt;// index.js&lt;/span&gt;
&lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt; &lt;span class="nx"&gt;Worker&lt;/span&gt; &lt;span class="p"&gt;}&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;require&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;node:worker_threads&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;

&lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;t&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;setInterval&lt;/span&gt;&lt;span class="p"&gt;(()&lt;/span&gt; &lt;span class="o"&gt;=&amp;gt;&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
  &lt;span class="k"&gt;new&lt;/span&gt; &lt;span class="nx"&gt;Worker&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;./worker.js&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
&lt;span class="p"&gt;},&lt;/span&gt; &lt;span class="mi"&gt;1000&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;





&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;&lt;span class="c1"&gt;// worker.js&lt;/span&gt;
&lt;span class="nx"&gt;console&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;log&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;WORKER&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;1&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="k"&gt;new&lt;/span&gt; &lt;span class="nb"&gt;Date&lt;/span&gt;&lt;span class="p"&gt;());&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;Running &lt;code&gt;node index.js&lt;/code&gt; causes the process to start and spawn a new worker every second. And indeed, if I edit the &lt;code&gt;worker.js&lt;/code&gt; file the updates are displayed on the next execution of the file.&lt;/p&gt;

&lt;p&gt;It should be feasible to build an HTTP server that loads in a worker on every request and processes the request with the latest copy of the code.&lt;/p&gt;

</description>
      <category>javascript</category>
      <category>devjournal</category>
    </item>
    <item>
      <title>Stop All Docker Compose Related Containers</title>
      <dc:creator>Alan Johnson</dc:creator>
      <pubDate>Mon, 11 Jul 2022 19:41:17 +0000</pubDate>
      <link>https://dev.to/nalanj/stop-all-docker-compose-related-containers-5hhe</link>
      <guid>https://dev.to/nalanj/stop-all-docker-compose-related-containers-5hhe</guid>
      <description>&lt;p&gt;I jump around between projects very frequently, and often those projects use Docker Compose. When moving around I typically go to start Docker Compose in the project I'm about to work on, realize I left it running in another, and then have to &lt;code&gt;cd&lt;/code&gt; back to the other directory, stop things, and then &lt;code&gt;cd&lt;/code&gt; back.&lt;/p&gt;

&lt;p&gt;Today I finally decided to fix the problem. Here's a one-liner that will stop all Docker Compose related containers across your system, regardless of directory:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;docker ps -q --filter label=com.docker.compose.project.working_dir | xargs docker stop
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;Running that will stop all containers without you having to &lt;code&gt;cd&lt;/code&gt; into other directories.&lt;/p&gt;

</description>
      <category>docker</category>
    </item>
    <item>
      <title>A Couple of GitHub CLI Aliases</title>
      <dc:creator>Alan Johnson</dc:creator>
      <pubDate>Mon, 21 Mar 2022 14:29:49 +0000</pubDate>
      <link>https://dev.to/nalanj/a-couple-of-github-cli-aliases-hl6</link>
      <guid>https://dev.to/nalanj/a-couple-of-github-cli-aliases-hl6</guid>
      <description>&lt;p&gt;One thing I love about &lt;a href="https://cli.github.com/"&gt;GitHub CLI&lt;/a&gt; is that it's easy to define aliases. You can run &lt;code&gt;gh alias set ...&lt;/code&gt; to define a new alias and add all sorts of useful commands. Here are two that I use every day:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;gh alias set w 'run watch'
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;I type &lt;code&gt;gh run watch&lt;/code&gt; constantly, so shortening it to &lt;code&gt;gh w&lt;/code&gt; is very handy.&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;gh alias set merge 'pr merge -d'
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;This one makes it where typing &lt;code&gt;gh merge&lt;/code&gt; will merge the pr for the current branch, delete the branch on the remote and locally, and switch you back to your main branch.&lt;/p&gt;




&lt;p&gt;It's always handy to save a few keystrokes. Define some aliases of your own and share them here in the comments!&lt;/p&gt;

</description>
      <category>github</category>
      <category>cli</category>
    </item>
    <item>
      <title>Bug Pattern: Ignoring the default case</title>
      <dc:creator>Alan Johnson</dc:creator>
      <pubDate>Fri, 04 Mar 2022 13:54:03 +0000</pubDate>
      <link>https://dev.to/nalanj/bug-pattern-ignoring-the-default-case-4p58</link>
      <guid>https://dev.to/nalanj/bug-pattern-ignoring-the-default-case-4p58</guid>
      <description>&lt;p&gt;I'm going to be writing up bug patterns as I see them, as a bit of a personal learning project. When I create bugs, what caused me to create them?&lt;/p&gt;

&lt;p&gt;This first one I'm going to call &lt;strong&gt;Ignoring the default&lt;/strong&gt;. Imagine this scenario:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;You find a tricky bug&lt;/li&gt;
&lt;li&gt;You spend a while debugging it&lt;/li&gt;
&lt;li&gt;Aha! You finally find the problem. Fix it. You test the reproduction case. You ship the fix.&lt;/li&gt;
&lt;li&gt;Time elapses.&lt;/li&gt;
&lt;li&gt;A very common case in your application isn't working correctly.&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;I did this yesterday. What was the problem? I ignored the default case. I got so focused on fixing the error case that I forgot to test the default case and rushed to shipping the fix.&lt;/p&gt;

&lt;p&gt;This actually came up due to two issues:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;I ignored the default case when I was preparing the fix.&lt;/li&gt;
&lt;li&gt;My test coverage didn't cover the default case.&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;In this particular situation I'm not sure a test for the default case would have made that much sense, but still. &lt;strong&gt;I ignored the default case.&lt;/strong&gt;&lt;/p&gt;

</description>
    </item>
    <item>
      <title>Ava and React Testing Library</title>
      <dc:creator>Alan Johnson</dc:creator>
      <pubDate>Sat, 19 Feb 2022 14:54:15 +0000</pubDate>
      <link>https://dev.to/nalanj/ava-and-react-testing-library-19da</link>
      <guid>https://dev.to/nalanj/ava-and-react-testing-library-19da</guid>
      <description>&lt;p&gt;The other day I needed to test a React hook with &lt;a href="https://github.com/avajs/ava"&gt;Ava&lt;/a&gt;, which lead me to try to use &lt;a href="https://testing-library.com/docs/react-testing-library/intro/"&gt;React Testing Library&lt;/a&gt;, and it took me a few minutes to figure out the best way to do so because the documentation to do so was spread over several pages.&lt;/p&gt;

&lt;p&gt;I'm working with npm, so adjust commands as needed. First, set up some packages:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;npm &lt;span class="nb"&gt;install &lt;/span&gt;react react-dom
npm &lt;span class="nb"&gt;install&lt;/span&gt; &lt;span class="nt"&gt;--save-dev&lt;/span&gt; ava @testing-library/react &lt;span class="se"&gt;\&lt;/span&gt;
  global-jsdom jsdom
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;Now we can write a basic test. This is a trivial example, but shows how everything comes together.&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;&lt;span class="k"&gt;import&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;global-jsdom/register&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;

&lt;span class="k"&gt;import&lt;/span&gt; &lt;span class="nx"&gt;React&lt;/span&gt; &lt;span class="k"&gt;from&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;react&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
&lt;span class="k"&gt;import&lt;/span&gt; &lt;span class="nx"&gt;test&lt;/span&gt; &lt;span class="k"&gt;from&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;ava&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
&lt;span class="k"&gt;import&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt; &lt;span class="nx"&gt;render&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nx"&gt;screen&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nx"&gt;fireEvent&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nx"&gt;cleanup&lt;/span&gt; &lt;span class="p"&gt;}&lt;/span&gt; &lt;span class="k"&gt;from&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;@testing-library/react&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;

&lt;span class="nx"&gt;test&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;afterEach&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;cleanup&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;

&lt;span class="kd"&gt;function&lt;/span&gt; &lt;span class="nx"&gt;Button&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
  &lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="nx"&gt;state&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nx"&gt;setState&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;React&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;useState&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;Hello&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;

  &lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="o"&gt;&amp;lt;&lt;/span&gt;&lt;span class="nx"&gt;button&lt;/span&gt; &lt;span class="nx"&gt;onClick&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="p"&gt;{()&lt;/span&gt; &lt;span class="o"&gt;=&amp;gt;&lt;/span&gt; &lt;span class="nx"&gt;setState&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;World&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;)}&lt;/span&gt;&lt;span class="o"&gt;&amp;gt;&lt;/span&gt;&lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="nx"&gt;state&lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt;&lt;span class="o"&gt;&amp;lt;&lt;/span&gt;&lt;span class="sr"&gt;/button&amp;gt;&lt;/span&gt;&lt;span class="err"&gt;;
&lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt;

&lt;span class="nx"&gt;test&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;setState&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;t&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="o"&gt;=&amp;gt;&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
  &lt;span class="nx"&gt;render&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="o"&gt;&amp;lt;&lt;/span&gt;&lt;span class="nx"&gt;Button&lt;/span&gt; &lt;span class="o"&gt;/&amp;gt;&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;

  &lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;button&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;screen&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;getByText&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;Hello&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
  &lt;span class="nx"&gt;fireEvent&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;click&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;button&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;

  &lt;span class="nx"&gt;t&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;not&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;screen&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;getByText&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;World&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt; &lt;span class="kc"&gt;null&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
&lt;span class="p"&gt;});&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;The crucial bits for getting this all working:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;code&gt;import "global-dom/register";&lt;/code&gt; sets up jsdom globally in our tests.&lt;/li&gt;
&lt;li&gt;
&lt;code&gt;test.afterEach(cleanup);&lt;/code&gt; makes sure that React Testing Library gets cleaned up after each test.&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;The rest is just normal React Testing Library usage.&lt;/p&gt;

</description>
      <category>javascript</category>
      <category>webdev</category>
      <category>testing</category>
    </item>
    <item>
      <title>Run Current File with babel-node and VSCode</title>
      <dc:creator>Alan Johnson</dc:creator>
      <pubDate>Wed, 03 Feb 2021 13:55:26 +0000</pubDate>
      <link>https://dev.to/nalanj/run-current-file-with-babel-node-and-vscode-20hf</link>
      <guid>https://dev.to/nalanj/run-current-file-with-babel-node-and-vscode-20hf</guid>
      <description>&lt;p&gt;A lot of times I'll open up a scratch file and run it through &lt;code&gt;babel-node&lt;/code&gt; to see how it works while spiking out an idea or testing something that's just awkward to test initially otherwise. I wanted to see if there was some good way to get it to run with a keyboard shortcut in VSCode, and I managed to find it! What you want is to bind the &lt;code&gt;workbench.action.terminal.sendSequence&lt;/code&gt; command.&lt;/p&gt;

&lt;p&gt;To get it set up, open the command palette (&lt;code&gt;Ctrl+Shift+P&lt;/code&gt;) and search for &lt;code&gt;Preferences: Open Keyboard Shortcuts (JSON)&lt;/code&gt;. Now that you have your keyboard shortcuts file open, add a new entry by hitting &lt;code&gt;Ctrl+K Ctrl+K&lt;/code&gt;. It'll prompt you to enter the shortcut you want to use. I use &lt;code&gt;Ctrl+r f&lt;/code&gt;. Once you enter the mapping, hit &lt;code&gt;Enter&lt;/code&gt; and VSCode will add a new keybinding entry to the file. Update that entry to look like this:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight json"&gt;&lt;code&gt;&lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="w"&gt;
  &lt;/span&gt;&lt;span class="nl"&gt;"key"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"ctrl+r f"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
  &lt;/span&gt;&lt;span class="nl"&gt;"command"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"workbench.action.terminal.sendSequence"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
  &lt;/span&gt;&lt;span class="nl"&gt;"args"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="nl"&gt;"text"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"npx babel-node ${file}&lt;/span&gt;&lt;span class="se"&gt;\n&lt;/span&gt;&lt;span class="s2"&gt;"&lt;/span&gt;&lt;span class="p"&gt;},&lt;/span&gt;&lt;span class="w"&gt;
  &lt;/span&gt;&lt;span class="nl"&gt;"when"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"editorTextFocus"&lt;/span&gt;&lt;span class="w"&gt;
&lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt;&lt;span class="w"&gt;
&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;That keybinding basically says "When I hit &lt;code&gt;ctrl+r f&lt;/code&gt; while in the editor, run &lt;code&gt;npx babel-node&lt;/code&gt; on my current file. It's a simple trick, but it can really help save time vs. jumping back and forth to the terminal to run a command on the file.&lt;/p&gt;

</description>
    </item>
    <item>
      <title>VSCode Task for Jest</title>
      <dc:creator>Alan Johnson</dc:creator>
      <pubDate>Sun, 20 Sep 2020 14:26:50 +0000</pubDate>
      <link>https://dev.to/nalanj/vscode-task-for-jest-40jk</link>
      <guid>https://dev.to/nalanj/vscode-task-for-jest-40jk</guid>
      <description>&lt;p&gt;I've tried the VSCode Jest extension a few times and never had much success with it. That said, the promise of tests running automatically and failures being added to my error list always seemed cool, so I decided to see if I could piece together a solution with tasks.&lt;/p&gt;

&lt;p&gt;First off, set up a Jest Reporter to make it easier to parse the output from Jest. The documentation for reporters is pretty light, but thankfully &lt;a href="https://github.com/facebook/jest/blob/master/packages/jest-reporters/src/types.ts#L59" rel="noopener noreferrer"&gt;there are type definitions&lt;/a&gt;. Here's what I use:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;&lt;span class="c1"&gt;// custom reporter to make it easier to configure vscode to read problems&lt;/span&gt;
&lt;span class="kd"&gt;class&lt;/span&gt; &lt;span class="nc"&gt;CodeReporter&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
  &lt;span class="nf"&gt;constructor&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;globalConfig&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nx"&gt;options&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="k"&gt;this&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;_globalConfig&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;globalConfig&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
    &lt;span class="k"&gt;this&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;_options&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;options&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
  &lt;span class="p"&gt;}&lt;/span&gt;

  &lt;span class="nf"&gt;onRunStart&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;results&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nx"&gt;options&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="nx"&gt;console&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;log&lt;/span&gt;&lt;span class="p"&gt;();&lt;/span&gt;
    &lt;span class="nx"&gt;console&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;log&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;-- RUN START&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
  &lt;span class="p"&gt;}&lt;/span&gt;

  &lt;span class="nf"&gt;onTestResult&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;test&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nx"&gt;testResult&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="nx"&gt;console&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;log&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;testResult&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;testFilePath&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;

    &lt;span class="k"&gt;if &lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;testResult&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;testExecError&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
      &lt;span class="nx"&gt;console&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;log&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;
        &lt;span class="s2"&gt;`-- failed;&lt;/span&gt;&lt;span class="p"&gt;${&lt;/span&gt;
          &lt;span class="nx"&gt;testResult&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;testFilePath&lt;/span&gt;
        &lt;span class="p"&gt;}&lt;/span&gt;&lt;span class="s2"&gt;;1:1;&lt;/span&gt;&lt;span class="p"&gt;${&lt;/span&gt;&lt;span class="nx"&gt;testResult&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;testExecError&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;_originalMessage&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;replace&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="sr"&gt;/&lt;/span&gt;&lt;span class="se"&gt;\n&lt;/span&gt;&lt;span class="sr"&gt;/g&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt; &lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;)}&lt;/span&gt;&lt;span class="s2"&gt;`&lt;/span&gt;
      &lt;span class="p"&gt;);&lt;/span&gt;
    &lt;span class="p"&gt;}&lt;/span&gt;

    &lt;span class="nx"&gt;testResult&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;testResults&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;forEach&lt;/span&gt;&lt;span class="p"&gt;((&lt;/span&gt;&lt;span class="nx"&gt;r&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="o"&gt;=&amp;gt;&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
      &lt;span class="k"&gt;if &lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;r&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;status&lt;/span&gt; &lt;span class="o"&gt;===&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;failed&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
        &lt;span class="k"&gt;try&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
          &lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;stack&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;r&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;failureDetails&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;].&lt;/span&gt;&lt;span class="nx"&gt;stack&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;split&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="se"&gt;\n&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;

          &lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;frame1&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;stack&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;findIndex&lt;/span&gt;&lt;span class="p"&gt;((&lt;/span&gt;&lt;span class="nx"&gt;row&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="o"&gt;=&amp;gt;&lt;/span&gt; &lt;span class="nx"&gt;row&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;startsWith&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;    at&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;));&lt;/span&gt;
          &lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;location&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;stack&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="nx"&gt;frame1&lt;/span&gt;&lt;span class="p"&gt;].&lt;/span&gt;&lt;span class="nf"&gt;match&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="sr"&gt;/&lt;/span&gt;&lt;span class="se"&gt;[^&lt;/span&gt;&lt;span class="sr"&gt;:&lt;/span&gt;&lt;span class="se"&gt;]&lt;/span&gt;&lt;span class="sr"&gt;*:&lt;/span&gt;&lt;span class="se"&gt;([^&lt;/span&gt;&lt;span class="sr"&gt;:&lt;/span&gt;&lt;span class="se"&gt;]&lt;/span&gt;&lt;span class="sr"&gt;*:&lt;/span&gt;&lt;span class="se"&gt;[^&lt;/span&gt;&lt;span class="sr"&gt;:&lt;/span&gt;&lt;span class="se"&gt;]&lt;/span&gt;&lt;span class="sr"&gt;*&lt;/span&gt;&lt;span class="se"&gt;)&lt;/span&gt;&lt;span class="sr"&gt;/&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;

          &lt;span class="nx"&gt;console&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;log&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;
            &lt;span class="s2"&gt;`-- failed;&lt;/span&gt;&lt;span class="p"&gt;${&lt;/span&gt;&lt;span class="nx"&gt;testResult&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;testFilePath&lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt;&lt;span class="s2"&gt;;&lt;/span&gt;&lt;span class="p"&gt;${&lt;/span&gt;
              &lt;span class="nx"&gt;location&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
            &lt;span class="p"&gt;}&lt;/span&gt;&lt;span class="s2"&gt;;&lt;/span&gt;&lt;span class="p"&gt;${&lt;/span&gt;&lt;span class="nx"&gt;r&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;failureDetails&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;].&lt;/span&gt;&lt;span class="nx"&gt;message&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;replace&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="sr"&gt;/&lt;/span&gt;&lt;span class="se"&gt;\n&lt;/span&gt;&lt;span class="sr"&gt;/g&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt; &lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;)}&lt;/span&gt;&lt;span class="s2"&gt;`&lt;/span&gt;
          &lt;span class="p"&gt;);&lt;/span&gt;
        &lt;span class="p"&gt;}&lt;/span&gt; &lt;span class="k"&gt;catch &lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;e&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
          &lt;span class="nx"&gt;console&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;log&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;ERROR&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nx"&gt;e&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
        &lt;span class="p"&gt;}&lt;/span&gt;
      &lt;span class="p"&gt;}&lt;/span&gt;
    &lt;span class="p"&gt;});&lt;/span&gt;
  &lt;span class="p"&gt;}&lt;/span&gt;

  &lt;span class="nf"&gt;onRunComplete&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;contexts&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nx"&gt;results&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="nx"&gt;console&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;log&lt;/span&gt;&lt;span class="p"&gt;();&lt;/span&gt;
    &lt;span class="nx"&gt;console&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;log&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;-- RUN COMPLETE&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
  &lt;span class="p"&gt;}&lt;/span&gt;
&lt;span class="p"&gt;}&lt;/span&gt;

&lt;span class="nx"&gt;module&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;exports&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;CodeReporter&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;Since it's intended for use in VSCode, I put it in my &lt;code&gt;.vscode&lt;/code&gt; directory as &lt;code&gt;.vscode/code-reporter.js&lt;/code&gt;.&lt;/p&gt;

&lt;p&gt;Now we'll need to set up a &lt;code&gt;tasks.json&lt;/code&gt; in the &lt;code&gt;.vscode&lt;/code&gt; directory to configure the actual test task:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight json"&gt;&lt;code&gt;&lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="w"&gt;
  &lt;/span&gt;&lt;span class="nl"&gt;"version"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"2.0.0"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
  &lt;/span&gt;&lt;span class="nl"&gt;"tasks"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="w"&gt;
    &lt;/span&gt;&lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="w"&gt;
      &lt;/span&gt;&lt;span class="nl"&gt;"label"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"test"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
      &lt;/span&gt;&lt;span class="nl"&gt;"command"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"./node_modules/.bin/jest"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
      &lt;/span&gt;&lt;span class="nl"&gt;"args"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="w"&gt;
        &lt;/span&gt;&lt;span class="s2"&gt;"--watch"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
        &lt;/span&gt;&lt;span class="s2"&gt;"--color=false"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
        &lt;/span&gt;&lt;span class="s2"&gt;"--reporters=&lt;/span&gt;&lt;span class="se"&gt;\"&lt;/span&gt;&lt;span class="s2"&gt;&amp;lt;rootDir&amp;gt;/.vscode/code-reporter.js&lt;/span&gt;&lt;span class="se"&gt;\"&lt;/span&gt;&lt;span class="s2"&gt;"&lt;/span&gt;&lt;span class="w"&gt;
      &lt;/span&gt;&lt;span class="p"&gt;],&lt;/span&gt;&lt;span class="w"&gt;
      &lt;/span&gt;&lt;span class="nl"&gt;"isBackground"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="kc"&gt;true&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
      &lt;/span&gt;&lt;span class="nl"&gt;"problemMatcher"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="w"&gt;
        &lt;/span&gt;&lt;span class="nl"&gt;"owner"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"javascript"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
        &lt;/span&gt;&lt;span class="nl"&gt;"fileLocation"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"absolute"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
        &lt;/span&gt;&lt;span class="nl"&gt;"pattern"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="w"&gt;
          &lt;/span&gt;&lt;span class="nl"&gt;"regexp"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"^-- failed;([^;]+);([^;]+);([^;]+)$"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
          &lt;/span&gt;&lt;span class="nl"&gt;"file"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
          &lt;/span&gt;&lt;span class="nl"&gt;"location"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="mi"&gt;2&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
          &lt;/span&gt;&lt;span class="nl"&gt;"message"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="mi"&gt;3&lt;/span&gt;&lt;span class="w"&gt;
        &lt;/span&gt;&lt;span class="p"&gt;},&lt;/span&gt;&lt;span class="w"&gt;
        &lt;/span&gt;&lt;span class="nl"&gt;"background"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="w"&gt;
          &lt;/span&gt;&lt;span class="nl"&gt;"activeOnStart"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="kc"&gt;true&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
          &lt;/span&gt;&lt;span class="nl"&gt;"beginsPattern"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"^-- RUN START"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
          &lt;/span&gt;&lt;span class="nl"&gt;"endsPattern"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"^-- RUN COMPLETE"&lt;/span&gt;&lt;span class="w"&gt;
        &lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt;&lt;span class="w"&gt;
      &lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt;&lt;span class="w"&gt;
    &lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt;&lt;span class="w"&gt;
  &lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;&lt;span class="w"&gt;
&lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt;&lt;span class="w"&gt;

&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;This runs jest with &lt;code&gt;--watch&lt;/code&gt; and configures the task as a background task. It also parses output using the custom reporter format. There's great &lt;a href="https://code.visualstudio.com/Docs/editor/tasks" rel="noopener noreferrer"&gt;task documentation&lt;/a&gt; on the VSCode website.&lt;/p&gt;

&lt;p&gt;That's it for configuration! To start the test task, hit Ctrl-Shift-P (Cmd-Shift-p on Mac) and choose &lt;code&gt;Tasks: Run Task&lt;/code&gt;, and then choose the &lt;code&gt;test&lt;/code&gt; task. It will run tasks that changed since the last commit, since that's the default for Jest, but you can interact with the task in VSCode's terminal just like you would interact with Jest in a terminal.&lt;/p&gt;

&lt;p&gt;Once tests run you should see error highlighting for any failed tests:&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fi%2Fjf84j20kdf310vlnsta2.gif" class="article-body-image-wrapper"&gt;&lt;img src="https://media.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fi%2Fjf84j20kdf310vlnsta2.gif" alt="vscode-jest-task"&gt;&lt;/a&gt;&lt;/p&gt;

</description>
      <category>vscode</category>
      <category>javascript</category>
      <category>testing</category>
    </item>
  </channel>
</rss>
