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<h1 id="overview">Overview<a class="headerlink" href="#overview" title="Permanent link">&para;</a></h1>
<p><strong>jellyfish</strong> is a library for approximate &amp; phonetic matching of strings.</p>
<p>Source: <a href="https://github.com/jamesturk/jellyfish">https://github.com/jamesturk/jellyfish</a></p>
<p>Documentation: <a href="https://jamesturk.github.io/jellyfish/">https://jamesturk.github.io/jellyfish/</a></p>
<p>Issues: <a href="https://github.com/jamesturk/jellyfish/issues">https://github.com/jamesturk/jellyfish/issues</a></p>
<p><a href="https://badge.fury.io/py/jellyfish"><img alt="PyPI badge" src="https://badge.fury.io/py/jellyfish.svg" /></a>
<a href="https://github.com/jamesturk/jellyfish/actions?query=workflow%3A%22Python+package"><img alt="Test badge" src="https://github.com/jamesturk/jellyfish/workflows/Python%20package/badge.svg" /></a>
<a href="https://coveralls.io/r/jamesturk/jellyfish"><img alt="Coveralls" src="https://coveralls.io/repos/jamesturk/jellyfish/badge.png?branch=master" /></a></p>
<h2 id="included-algorithms">Included Algorithms<a class="headerlink" href="#included-algorithms" title="Permanent link">&para;</a></h2>
<p>String comparison:</p>
<ul>
<li>Levenshtein Distance</li>
<li>Damerau-Levenshtein Distance</li>
<li>Jaro Distance</li>
<li>Jaro-Winkler Distance</li>
<li>Match Rating Approach Comparison</li>
<li>Hamming Distance</li>
</ul>
<p>Phonetic encoding:</p>
<ul>
<li>American Soundex</li>
<li>Metaphone</li>
<li>NYSIIS (New York State Identification and Intelligence System)</li>
<li>Match Rating Codex</li>
</ul>
<h2 id="implementations">Implementations<a class="headerlink" href="#implementations" title="Permanent link">&para;</a></h2>
<p>Each algorithm has Rust and Python implementations.</p>
<p>The Rust implementations are used by default. The Python
implementations are a remnant of an early version of
the library and will probably be removed in 1.0.</p>
<p>To explicitly use a specific implementation, refer to the appropriate module::</p>
<div class="highlight"><pre><span></span><code><span class="kn">import</span> <span class="nn">jellyfish._jellyfish</span> <span class="k">as</span> <span class="nn">pyjellyfish</span>
<span class="kn">import</span> <span class="nn">jellyfish.rustyfish</span> <span class="k">as</span> <span class="nn">rustyfish</span>
</code></pre></div>
<p>If you've already imported jellyfish and are not sure what implementation you
are using, you can check by querying <code>jellyfish.library</code>.</p>
<div class="highlight"><pre><span></span><code> <span class="k">if</span> <span class="n">jellyfish</span><span class="o">.</span><span class="n">library</span> <span class="o">==</span> <span class="s1">&#39;Python&#39;</span><span class="p">:</span>
<span class="c1"># Python implementation</span>
<span class="k">elif</span> <span class="n">jellyfish</span><span class="o">.</span><span class="n">library</span> <span class="o">==</span> <span class="s1">&#39;Rust&#39;</span><span class="p">:</span>
<span class="c1"># Rust implementation</span>
</code></pre></div>
<h2 id="example-usage">Example Usage<a class="headerlink" href="#example-usage" title="Permanent link">&para;</a></h2>
<div class="highlight"><pre><span></span><code><span class="o">&gt;&gt;&gt;</span> <span class="kn">import</span> <span class="nn">jellyfish</span>
<span class="o">&gt;&gt;&gt;</span> <span class="n">jellyfish</span><span class="o">.</span><span class="n">levenshtein_distance</span><span class="p">(</span><span class="s1">&#39;jellyfish&#39;</span><span class="p">,</span> <span class="s1">&#39;smellyfish&#39;</span><span class="p">)</span>
<span class="mi">2</span>
<span class="o">&gt;&gt;&gt;</span> <span class="n">jellyfish</span><span class="o">.</span><span class="n">jaro_similarity</span><span class="p">(</span><span class="s1">&#39;jellyfish&#39;</span><span class="p">,</span> <span class="s1">&#39;smellyfish&#39;</span><span class="p">)</span>
<span class="mf">0.89629629629629637</span>
<span class="o">&gt;&gt;&gt;</span> <span class="n">jellyfish</span><span class="o">.</span><span class="n">damerau_levenshtein_distance</span><span class="p">(</span><span class="s1">&#39;jellyfish&#39;</span><span class="p">,</span> <span class="s1">&#39;jellyfihs&#39;</span><span class="p">)</span>
<span class="mi">1</span>
<span class="o">&gt;&gt;&gt;</span> <span class="n">jellyfish</span><span class="o">.</span><span class="n">metaphone</span><span class="p">(</span><span class="s1">&#39;Jellyfish&#39;</span><span class="p">)</span>
<span class="s1">&#39;JLFX&#39;</span>
<span class="o">&gt;&gt;&gt;</span> <span class="n">jellyfish</span><span class="o">.</span><span class="n">soundex</span><span class="p">(</span><span class="s1">&#39;Jellyfish&#39;</span><span class="p">)</span>
<span class="s1">&#39;J412&#39;</span>
<span class="o">&gt;&gt;&gt;</span> <span class="n">jellyfish</span><span class="o">.</span><span class="n">nysiis</span><span class="p">(</span><span class="s1">&#39;Jellyfish&#39;</span><span class="p">)</span>
<span class="s1">&#39;JALYF&#39;</span>
<span class="o">&gt;&gt;&gt;</span> <span class="n">jellyfish</span><span class="o">.</span><span class="n">match_rating_codex</span><span class="p">(</span><span class="s1">&#39;Jellyfish&#39;</span><span class="p">)</span>
<span class="s1">&#39;JLLFSH&#39;</span>
</code></pre></div>
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