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<title>URL Validation</title>
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<h1 class="title toc-ignore">URL Validation</h1>
<h4 class="author">Jim Hester</h4>
<h4 class="date">2021-11-24</h4>
<p>Consider the task of correctly <a href="https://mathiasbynens.be/demo/url-regex">validating a URL</a>. From that page two conclusions can be made.</p>
<ol style="list-style-type: decimal">
<li>Validating URLs require complex regular expressions.</li>
<li>Creating a correct regular expression is hard! (only 1 out of 13 regexs were valid for all cases).</li>
</ol>
<p>Because of this one may be tempted to simply copy the best regex you can find (<a href="https://gist.github.com/dperini/729294">gist</a>).</p>
<p>The problem with this is that while you can copy it now, what happens later when you find a case that is not handled correctly? Can you correctly interpret and modify this?</p>
<div class="sourceCode" id="cb1"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb1-1"><a href="#cb1-1" aria-hidden="true" tabindex="-1"></a><span class="st">&quot;^(?:(?:http(?:s)?|ftp)://)(?:</span><span class="sc">\\</span><span class="st">S+(?::(?:</span><span class="sc">\\</span><span class="st">S)*)?@)?(?:(?:[a-z0-9\u00a1-\uffff](?:-)*)*(?:[a-z0-9\u00a1-\uffff])+)(?:</span><span class="sc">\\</span><span class="st">.(?:[a-z0-9\u00a1-\uffff](?:-)*)*(?:[a-z0-9\u00a1-\uffff])+)*(?:</span><span class="sc">\\</span><span class="st">.(?:[a-z0-9\u00a1-\uffff]){2,})(?::(?:</span><span class="sc">\\</span><span class="st">d){2,5})?(?:/(?:</span><span class="sc">\\</span><span class="st">S)*)?$&quot;</span></span></code></pre></div>
<p>However if you re-create the regex with <code>rex</code> it is much easier to understand and modify later if needed.</p>
<div class="sourceCode" id="cb2"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb2-1"><a href="#cb2-1" aria-hidden="true" tabindex="-1"></a><span class="fu">library</span>(rex)</span>
<span id="cb2-2"><a href="#cb2-2" aria-hidden="true" tabindex="-1"></a><span class="fu">library</span>(magrittr)</span>
<span id="cb2-3"><a href="#cb2-3" aria-hidden="true" tabindex="-1"></a></span>
<span id="cb2-4"><a href="#cb2-4" aria-hidden="true" tabindex="-1"></a>valid_chars <span class="ot">&lt;-</span> <span class="fu">rex</span>(<span class="fu">except_some_of</span>(<span class="st">&quot;.&quot;</span>, <span class="st">&quot;/&quot;</span>, <span class="st">&quot; &quot;</span>, <span class="st">&quot;-&quot;</span>))</span>
<span id="cb2-5"><a href="#cb2-5" aria-hidden="true" tabindex="-1"></a></span>
<span id="cb2-6"><a href="#cb2-6" aria-hidden="true" tabindex="-1"></a>re <span class="ot">&lt;-</span> <span class="fu">rex</span>(</span>
<span id="cb2-7"><a href="#cb2-7" aria-hidden="true" tabindex="-1"></a> start,</span>
<span id="cb2-8"><a href="#cb2-8" aria-hidden="true" tabindex="-1"></a></span>
<span id="cb2-9"><a href="#cb2-9" aria-hidden="true" tabindex="-1"></a> <span class="co"># protocol identifier (optional) + //</span></span>
<span id="cb2-10"><a href="#cb2-10" aria-hidden="true" tabindex="-1"></a> <span class="fu">group</span>(<span class="fu">list</span>(<span class="st">&quot;http&quot;</span>, <span class="fu">maybe</span>(<span class="st">&quot;s&quot;</span>)) <span class="sc">%or%</span> <span class="st">&quot;ftp&quot;</span>, <span class="st">&quot;://&quot;</span>),</span>
<span id="cb2-11"><a href="#cb2-11" aria-hidden="true" tabindex="-1"></a></span>
<span id="cb2-12"><a href="#cb2-12" aria-hidden="true" tabindex="-1"></a> <span class="co"># user:pass authentication (optional)</span></span>
<span id="cb2-13"><a href="#cb2-13" aria-hidden="true" tabindex="-1"></a> <span class="fu">maybe</span>(non_spaces,</span>
<span id="cb2-14"><a href="#cb2-14" aria-hidden="true" tabindex="-1"></a> <span class="fu">maybe</span>(<span class="st">&quot;:&quot;</span>, <span class="fu">zero_or_more</span>(non_space)),</span>
<span id="cb2-15"><a href="#cb2-15" aria-hidden="true" tabindex="-1"></a> <span class="st">&quot;@&quot;</span>),</span>
<span id="cb2-16"><a href="#cb2-16" aria-hidden="true" tabindex="-1"></a></span>
<span id="cb2-17"><a href="#cb2-17" aria-hidden="true" tabindex="-1"></a> <span class="co">#host name</span></span>
<span id="cb2-18"><a href="#cb2-18" aria-hidden="true" tabindex="-1"></a> <span class="fu">group</span>(<span class="fu">zero_or_more</span>(valid_chars, <span class="fu">zero_or_more</span>(<span class="st">&quot;-&quot;</span>)), <span class="fu">one_or_more</span>(valid_chars)),</span>
<span id="cb2-19"><a href="#cb2-19" aria-hidden="true" tabindex="-1"></a></span>
<span id="cb2-20"><a href="#cb2-20" aria-hidden="true" tabindex="-1"></a> <span class="co">#domain name</span></span>
<span id="cb2-21"><a href="#cb2-21" aria-hidden="true" tabindex="-1"></a> <span class="fu">zero_or_more</span>(<span class="st">&quot;.&quot;</span>, <span class="fu">zero_or_more</span>(valid_chars, <span class="fu">zero_or_more</span>(<span class="st">&quot;-&quot;</span>)), <span class="fu">one_or_more</span>(valid_chars)),</span>
<span id="cb2-22"><a href="#cb2-22" aria-hidden="true" tabindex="-1"></a></span>
<span id="cb2-23"><a href="#cb2-23" aria-hidden="true" tabindex="-1"></a> <span class="co">#TLD identifier</span></span>
<span id="cb2-24"><a href="#cb2-24" aria-hidden="true" tabindex="-1"></a> <span class="fu">group</span>(<span class="st">&quot;.&quot;</span>, valid_chars <span class="sc">%&gt;%</span> <span class="fu">at_least</span>(<span class="dv">2</span>)),</span>
<span id="cb2-25"><a href="#cb2-25" aria-hidden="true" tabindex="-1"></a></span>
<span id="cb2-26"><a href="#cb2-26" aria-hidden="true" tabindex="-1"></a> <span class="co"># server port number (optional)</span></span>
<span id="cb2-27"><a href="#cb2-27" aria-hidden="true" tabindex="-1"></a> <span class="fu">maybe</span>(<span class="st">&quot;:&quot;</span>, digit <span class="sc">%&gt;%</span> <span class="fu">between</span>(<span class="dv">2</span>, <span class="dv">5</span>)),</span>
<span id="cb2-28"><a href="#cb2-28" aria-hidden="true" tabindex="-1"></a></span>
<span id="cb2-29"><a href="#cb2-29" aria-hidden="true" tabindex="-1"></a> <span class="co"># resource path (optional)</span></span>
<span id="cb2-30"><a href="#cb2-30" aria-hidden="true" tabindex="-1"></a> <span class="fu">maybe</span>(<span class="st">&quot;/&quot;</span>, non_space <span class="sc">%&gt;%</span> <span class="fu">zero_or_more</span>()),</span>
<span id="cb2-31"><a href="#cb2-31" aria-hidden="true" tabindex="-1"></a></span>
<span id="cb2-32"><a href="#cb2-32" aria-hidden="true" tabindex="-1"></a> end</span>
<span id="cb2-33"><a href="#cb2-33" aria-hidden="true" tabindex="-1"></a>)</span></code></pre></div>
<p>We can then validate that it correctly identifies both good and bad URLs. (<em>IP address validation removed</em>)</p>
<div class="sourceCode" id="cb3"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb3-1"><a href="#cb3-1" aria-hidden="true" tabindex="-1"></a>good <span class="ot">&lt;-</span> <span class="fu">c</span>(<span class="st">&quot;http://foo.com/blah_blah&quot;</span>,</span>
<span id="cb3-2"><a href="#cb3-2" aria-hidden="true" tabindex="-1"></a> <span class="st">&quot;http://foo.com/blah_blah/&quot;</span>,</span>
<span id="cb3-3"><a href="#cb3-3" aria-hidden="true" tabindex="-1"></a> <span class="st">&quot;http://foo.com/blah_blah_(wikipedia)&quot;</span>,</span>
<span id="cb3-4"><a href="#cb3-4" aria-hidden="true" tabindex="-1"></a> <span class="st">&quot;http://foo.com/blah_blah_(wikipedia)_(again)&quot;</span>,</span>
<span id="cb3-5"><a href="#cb3-5" aria-hidden="true" tabindex="-1"></a> <span class="st">&quot;http://www.example.com/wpstyle/?p=364&quot;</span>,</span>
<span id="cb3-6"><a href="#cb3-6" aria-hidden="true" tabindex="-1"></a> <span class="st">&quot;https://www.example.com/foo/?bar=baz&amp;inga=42&amp;quux&quot;</span>,</span>
<span id="cb3-7"><a href="#cb3-7" aria-hidden="true" tabindex="-1"></a> <span class="st">&quot;http://✪df.ws/123&quot;</span>,</span>
<span id="cb3-8"><a href="#cb3-8" aria-hidden="true" tabindex="-1"></a> <span class="st">&quot;http://userid:password@example.com:8080&quot;</span>,</span>
<span id="cb3-9"><a href="#cb3-9" aria-hidden="true" tabindex="-1"></a> <span class="st">&quot;http://userid:password@example.com:8080/&quot;</span>,</span>
<span id="cb3-10"><a href="#cb3-10" aria-hidden="true" tabindex="-1"></a> <span class="st">&quot;http://userid@example.com&quot;</span>,</span>
<span id="cb3-11"><a href="#cb3-11" aria-hidden="true" tabindex="-1"></a> <span class="st">&quot;http://userid@example.com/&quot;</span>,</span>
<span id="cb3-12"><a href="#cb3-12" aria-hidden="true" tabindex="-1"></a> <span class="st">&quot;http://userid@example.com:8080&quot;</span>,</span>
<span id="cb3-13"><a href="#cb3-13" aria-hidden="true" tabindex="-1"></a> <span class="st">&quot;http://userid@example.com:8080/&quot;</span>,</span>
<span id="cb3-14"><a href="#cb3-14" aria-hidden="true" tabindex="-1"></a> <span class="st">&quot;http://userid:password@example.com&quot;</span>,</span>
<span id="cb3-15"><a href="#cb3-15" aria-hidden="true" tabindex="-1"></a> <span class="st">&quot;http://userid:password@example.com/&quot;</span>,</span>
<span id="cb3-16"><a href="#cb3-16" aria-hidden="true" tabindex="-1"></a> <span class="st">&quot;http://➡.ws/䨹&quot;</span>,</span>
<span id="cb3-17"><a href="#cb3-17" aria-hidden="true" tabindex="-1"></a> <span class="st">&quot;http://⌘.ws&quot;</span>,</span>
<span id="cb3-18"><a href="#cb3-18" aria-hidden="true" tabindex="-1"></a> <span class="st">&quot;http://⌘.ws/&quot;</span>,</span>
<span id="cb3-19"><a href="#cb3-19" aria-hidden="true" tabindex="-1"></a> <span class="st">&quot;http://foo.com/blah_(wikipedia)#cite-1&quot;</span>,</span>
<span id="cb3-20"><a href="#cb3-20" aria-hidden="true" tabindex="-1"></a> <span class="st">&quot;http://foo.com/blah_(wikipedia)_blah#cite-1&quot;</span>,</span>
<span id="cb3-21"><a href="#cb3-21" aria-hidden="true" tabindex="-1"></a> <span class="st">&quot;http://foo.com/unicode_(✪)_in_parens&quot;</span>,</span>
<span id="cb3-22"><a href="#cb3-22" aria-hidden="true" tabindex="-1"></a> <span class="st">&quot;http://foo.com/(something)?after=parens&quot;</span>,</span>
<span id="cb3-23"><a href="#cb3-23" aria-hidden="true" tabindex="-1"></a> <span class="st">&quot;http://☺.damowmow.com/&quot;</span>,</span>
<span id="cb3-24"><a href="#cb3-24" aria-hidden="true" tabindex="-1"></a> <span class="st">&quot;http://code.google.com/events/#&amp;product=browser&quot;</span>,</span>
<span id="cb3-25"><a href="#cb3-25" aria-hidden="true" tabindex="-1"></a> <span class="st">&quot;http://j.mp&quot;</span>,</span>
<span id="cb3-26"><a href="#cb3-26" aria-hidden="true" tabindex="-1"></a> <span class="st">&quot;ftp://foo.bar/baz&quot;</span>,</span>
<span id="cb3-27"><a href="#cb3-27" aria-hidden="true" tabindex="-1"></a> <span class="st">&quot;http://foo.bar/?q=Test%20URL-encoded%20stuff&quot;</span>,</span>
<span id="cb3-28"><a href="#cb3-28" aria-hidden="true" tabindex="-1"></a> <span class="st">&quot;http://مثال.إختبار&quot;</span>,</span>
<span id="cb3-29"><a href="#cb3-29" aria-hidden="true" tabindex="-1"></a> <span class="st">&quot;http://例子.测试&quot;</span>,</span>
<span id="cb3-30"><a href="#cb3-30" aria-hidden="true" tabindex="-1"></a> <span class="st">&quot;http://-.~_!$&amp;&#39;()*+,;=:%40:80%2f::::::@example.com&quot;</span>,</span>
<span id="cb3-31"><a href="#cb3-31" aria-hidden="true" tabindex="-1"></a> <span class="st">&quot;http://1337.net&quot;</span>,</span>
<span id="cb3-32"><a href="#cb3-32" aria-hidden="true" tabindex="-1"></a> <span class="st">&quot;http://a.b-c.de&quot;</span>,</span>
<span id="cb3-33"><a href="#cb3-33" aria-hidden="true" tabindex="-1"></a> <span class="st">&quot;http://223.255.255.254&quot;</span>)</span>
<span id="cb3-34"><a href="#cb3-34" aria-hidden="true" tabindex="-1"></a></span>
<span id="cb3-35"><a href="#cb3-35" aria-hidden="true" tabindex="-1"></a>bad <span class="ot">&lt;-</span> <span class="fu">c</span>(</span>
<span id="cb3-36"><a href="#cb3-36" aria-hidden="true" tabindex="-1"></a> <span class="st">&quot;http://&quot;</span>,</span>
<span id="cb3-37"><a href="#cb3-37" aria-hidden="true" tabindex="-1"></a> <span class="st">&quot;http://.&quot;</span>,</span>
<span id="cb3-38"><a href="#cb3-38" aria-hidden="true" tabindex="-1"></a> <span class="st">&quot;http://..&quot;</span>,</span>
<span id="cb3-39"><a href="#cb3-39" aria-hidden="true" tabindex="-1"></a> <span class="st">&quot;http://../&quot;</span>,</span>
<span id="cb3-40"><a href="#cb3-40" aria-hidden="true" tabindex="-1"></a> <span class="st">&quot;http://?&quot;</span>,</span>
<span id="cb3-41"><a href="#cb3-41" aria-hidden="true" tabindex="-1"></a> <span class="st">&quot;http://??&quot;</span>,</span>
<span id="cb3-42"><a href="#cb3-42" aria-hidden="true" tabindex="-1"></a> <span class="st">&quot;http://??/&quot;</span>,</span>
<span id="cb3-43"><a href="#cb3-43" aria-hidden="true" tabindex="-1"></a> <span class="st">&quot;http://#&quot;</span>,</span>
<span id="cb3-44"><a href="#cb3-44" aria-hidden="true" tabindex="-1"></a> <span class="st">&quot;http://##&quot;</span>,</span>
<span id="cb3-45"><a href="#cb3-45" aria-hidden="true" tabindex="-1"></a> <span class="st">&quot;http://##/&quot;</span>,</span>
<span id="cb3-46"><a href="#cb3-46" aria-hidden="true" tabindex="-1"></a> <span class="st">&quot;http://foo.bar?q=Spaces should be encoded&quot;</span>,</span>
<span id="cb3-47"><a href="#cb3-47" aria-hidden="true" tabindex="-1"></a> <span class="st">&quot;//&quot;</span>,</span>
<span id="cb3-48"><a href="#cb3-48" aria-hidden="true" tabindex="-1"></a> <span class="st">&quot;//a&quot;</span>,</span>
<span id="cb3-49"><a href="#cb3-49" aria-hidden="true" tabindex="-1"></a> <span class="st">&quot;///a&quot;</span>,</span>
<span id="cb3-50"><a href="#cb3-50" aria-hidden="true" tabindex="-1"></a> <span class="st">&quot;///&quot;</span>,</span>
<span id="cb3-51"><a href="#cb3-51" aria-hidden="true" tabindex="-1"></a> <span class="st">&quot;http:///a&quot;</span>,</span>
<span id="cb3-52"><a href="#cb3-52" aria-hidden="true" tabindex="-1"></a> <span class="st">&quot;foo.com&quot;</span>,</span>
<span id="cb3-53"><a href="#cb3-53" aria-hidden="true" tabindex="-1"></a> <span class="st">&quot;rdar://1234&quot;</span>,</span>
<span id="cb3-54"><a href="#cb3-54" aria-hidden="true" tabindex="-1"></a> <span class="st">&quot;h://test&quot;</span>,</span>
<span id="cb3-55"><a href="#cb3-55" aria-hidden="true" tabindex="-1"></a> <span class="st">&quot;http:// shouldfail.com&quot;</span>,</span>
<span id="cb3-56"><a href="#cb3-56" aria-hidden="true" tabindex="-1"></a> <span class="st">&quot;:// should fail&quot;</span>,</span>
<span id="cb3-57"><a href="#cb3-57" aria-hidden="true" tabindex="-1"></a> <span class="st">&quot;http://foo.bar/foo(bar)baz quux&quot;</span>,</span>
<span id="cb3-58"><a href="#cb3-58" aria-hidden="true" tabindex="-1"></a> <span class="st">&quot;ftps://foo.bar/&quot;</span>,</span>
<span id="cb3-59"><a href="#cb3-59" aria-hidden="true" tabindex="-1"></a> <span class="st">&quot;http://-error-.invalid/&quot;</span>,</span>
<span id="cb3-60"><a href="#cb3-60" aria-hidden="true" tabindex="-1"></a> <span class="st">&quot;http://-a.b.co&quot;</span>,</span>
<span id="cb3-61"><a href="#cb3-61" aria-hidden="true" tabindex="-1"></a> <span class="st">&quot;http://a.b-.co&quot;</span>,</span>
<span id="cb3-62"><a href="#cb3-62" aria-hidden="true" tabindex="-1"></a> <span class="st">&quot;http://0.0.0.0&quot;</span>,</span>
<span id="cb3-63"><a href="#cb3-63" aria-hidden="true" tabindex="-1"></a> <span class="st">&quot;http://3628126748&quot;</span>,</span>
<span id="cb3-64"><a href="#cb3-64" aria-hidden="true" tabindex="-1"></a> <span class="st">&quot;http://.www.foo.bar/&quot;</span>,</span>
<span id="cb3-65"><a href="#cb3-65" aria-hidden="true" tabindex="-1"></a> <span class="st">&quot;http://www.foo.bar./&quot;</span>,</span>
<span id="cb3-66"><a href="#cb3-66" aria-hidden="true" tabindex="-1"></a> <span class="st">&quot;http://.www.foo.bar./&quot;</span>)</span>
<span id="cb3-67"><a href="#cb3-67" aria-hidden="true" tabindex="-1"></a></span>
<span id="cb3-68"><a href="#cb3-68" aria-hidden="true" tabindex="-1"></a><span class="fu">all</span>(<span class="fu">grepl</span>(re, good) <span class="sc">==</span> <span class="cn">TRUE</span>)</span></code></pre></div>
<pre><code>## [1] TRUE</code></pre>
<div class="sourceCode" id="cb5"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb5-1"><a href="#cb5-1" aria-hidden="true" tabindex="-1"></a><span class="fu">all</span>(<span class="fu">grepl</span>(re, bad) <span class="sc">==</span> <span class="cn">FALSE</span>)</span></code></pre></div>
<pre><code>## [1] TRUE</code></pre>
<p>You can now see the power and expressiveness of building regular expressions with <code>rex</code>!</p>
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