graph-typed
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Graph data structure.
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<h2>graph-typed</h2></div>
<div class="tsd-panel tsd-typography"><a id="md:what" class="tsd-anchor"></a><h1><a href="#md:what">What</a></h1><a id="md:brief" class="tsd-anchor"></a><h2><a href="#md:brief">Brief</a></h2><p>This is a standalone Graph data structure from the data-structure-typed collection. If you wish to access more data structures or advanced features, you can transition to directly installing the complete <a href="https://www.npmjs.com/package/data-structure-typed">data-structure-typed</a> package</p>
<a id="md:how" class="tsd-anchor"></a><h1><a href="#md:how">How</a></h1><a id="md:install" class="tsd-anchor"></a><h2><a href="#md:install">install</a></h2><a id="md:npm" class="tsd-anchor"></a><h3><a href="#md:npm">npm</a></h3><pre><code class="language-bash"><span class="hl-0">npm</span><span class="hl-1"> </span><span class="hl-2">i</span><span class="hl-1"> </span><span class="hl-2">graph-typed</span><span class="hl-1"> </span><span class="hl-3">--save</span>
</code><button>Copy</button></pre>
<a id="md:yarn" class="tsd-anchor"></a><h3><a href="#md:yarn">yarn</a></h3><pre><code class="language-bash"><span class="hl-0">yarn</span><span class="hl-1"> </span><span class="hl-2">add</span><span class="hl-1"> </span><span class="hl-2">graph-typed</span>
</code><button>Copy</button></pre>
<a id="md:methods" class="tsd-anchor"></a><h3><a href="#md:methods">methods</a></h3><p>Directed Graph
<img src="https://github.com/zrwusa/assets/blob/master/images/data-structure-typed/methods-8bit/directed-graph.png?raw=true" alt="directed-graph">
Undirected Graph
<img src="https://github.com/zrwusa/assets/blob/master/images/data-structure-typed/methods-8bit/undirected-graph.png?raw=true" alt="undirected-graph"></p>
<a id="md:snippet" class="tsd-anchor"></a><h3><a href="#md:snippet">snippet</a></h3><a id="md:ts" class="tsd-anchor"></a><h4><a href="#md:ts">TS</a></h4><a id="md:directedgraph" class="tsd-anchor"></a><h5><a href="#md:directedgraph">DirectedGraph</a></h5><pre><code class="language-typescript"><span class="hl-4">import</span><span class="hl-1"> {</span><span class="hl-5">DirectedGraph</span><span class="hl-1">, </span><span class="hl-5">DirectedVertex</span><span class="hl-1">, </span><span class="hl-5">DirectedEdge</span><span class="hl-1">} </span><span class="hl-4">from</span><span class="hl-1"> </span><span class="hl-2">'data-structure-typed'</span><span class="hl-1">;</span><br/><span class="hl-6">// /* or if you prefer */ import {DirectedGraph, DirectedVertex, DirectedEdge} from 'graph-typed';</span><br/><br/><span class="hl-3">const</span><span class="hl-1"> </span><span class="hl-7">graph</span><span class="hl-1"> = </span><span class="hl-3">new</span><span class="hl-1"> </span><span class="hl-0">DirectedGraph</span><span class="hl-1">();</span><br/><span class="hl-3">const</span><span class="hl-1"> </span><span class="hl-7">vertexA</span><span class="hl-1"> = </span><span class="hl-3">new</span><span class="hl-1"> </span><span class="hl-0">DirectedVertex</span><span class="hl-1">(</span><span class="hl-2">'A'</span><span class="hl-1">);</span><br/><span class="hl-3">const</span><span class="hl-1"> </span><span class="hl-7">vertexB</span><span class="hl-1"> = </span><span class="hl-3">new</span><span class="hl-1"> </span><span class="hl-0">DirectedVertex</span><span class="hl-1">(</span><span class="hl-2">'B'</span><span class="hl-1">);</span><br/><span class="hl-3">const</span><span class="hl-1"> </span><span class="hl-7">vertexC</span><span class="hl-1"> = </span><span class="hl-3">new</span><span class="hl-1"> </span><span class="hl-0">DirectedVertex</span><span class="hl-1">(</span><span class="hl-2">'C'</span><span class="hl-1">);</span><br/><span class="hl-3">const</span><span class="hl-1"> </span><span class="hl-7">edgeAB</span><span class="hl-1"> = </span><span class="hl-3">new</span><span class="hl-1"> </span><span class="hl-0">DirectedEdge</span><span class="hl-1">(</span><span class="hl-2">'A'</span><span class="hl-1">, </span><span class="hl-2">'B'</span><span class="hl-1">);</span><br/><span class="hl-3">const</span><span class="hl-1"> </span><span class="hl-7">edgeBC</span><span class="hl-1"> = </span><span class="hl-3">new</span><span class="hl-1"> </span><span class="hl-0">DirectedEdge</span><span class="hl-1">(</span><span class="hl-2">'B'</span><span class="hl-1">, </span><span class="hl-2">'C'</span><span class="hl-1">);</span><br/><br/><span class="hl-5">graph</span><span class="hl-1">.</span><span class="hl-0">addVertex</span><span class="hl-1">(</span><span class="hl-5">vertexA</span><span class="hl-1">);</span><br/><span class="hl-5">graph</span><span class="hl-1">.</span><span class="hl-0">addVertex</span><span class="hl-1">(</span><span class="hl-5">vertexB</span><span class="hl-1">);</span><br/><span class="hl-5">graph</span><span class="hl-1">.</span><span class="hl-0">addVertex</span><span class="hl-1">(</span><span class="hl-5">vertexC</span><span class="hl-1">);</span><br/><span class="hl-5">graph</span><span class="hl-1">.</span><span class="hl-0">addEdge</span><span class="hl-1">(</span><span class="hl-5">edgeAB</span><span class="hl-1">);</span><br/><span class="hl-5">graph</span><span class="hl-1">.</span><span class="hl-0">addEdge</span><span class="hl-1">(</span><span class="hl-5">edgeBC</span><span class="hl-1">);</span><br/><br/><span class="hl-3">const</span><span class="hl-1"> </span><span class="hl-7">topologicalOrder</span><span class="hl-1"> = </span><span class="hl-5">graph</span><span class="hl-1">.</span><span class="hl-0">topologicalSort</span><span class="hl-1">();</span><br/><span class="hl-4">if</span><span class="hl-1"> (</span><span class="hl-5">topologicalOrder</span><span class="hl-1">) </span><span class="hl-0">expect</span><span class="hl-1">(</span><span class="hl-5">topologicalOrder</span><span class="hl-1">).</span><span class="hl-0">toEqual</span><span class="hl-1">([</span><span class="hl-2">'A'</span><span class="hl-1">, </span><span class="hl-2">'B'</span><span class="hl-1">, </span><span class="hl-2">'C'</span><span class="hl-1">])</span>
</code><button>Copy</button></pre>
<a id="md:mapgraph" class="tsd-anchor"></a><h5><a href="#md:mapgraph">MapGraph</a></h5><pre><code class="language-typescript"><span class="hl-4">import</span><span class="hl-1"> {</span><span class="hl-5">MapGraph</span><span class="hl-1">, </span><span class="hl-5">MapVertex</span><span class="hl-1">} </span><span class="hl-4">from</span><span class="hl-1"> </span><span class="hl-2">'data-structure-typed'</span><span class="hl-1">;</span><br/><span class="hl-6">// /* or if you prefer */ import {MapGraph, MapVertex} from 'graph-typed';</span><br/><br/><span class="hl-3">const</span><span class="hl-1"> </span><span class="hl-7">mapGraph</span><span class="hl-1"> = </span><span class="hl-3">new</span><span class="hl-1"> </span><span class="hl-0">MapGraph</span><span class="hl-1">([</span><span class="hl-8">5.500338</span><span class="hl-1">, </span><span class="hl-8">100.173665</span><span class="hl-1">]);</span><br/><br/><span class="hl-5">mapGraph</span><span class="hl-1">.</span><span class="hl-0">addVertex</span><span class="hl-1">(</span><span class="hl-3">new</span><span class="hl-1"> </span><span class="hl-0">MapVertex</span><span class="hl-1">(</span><span class="hl-2">'Surin'</span><span class="hl-1">, </span><span class="hl-8">5.466724</span><span class="hl-1">, </span><span class="hl-8">100.274805</span><span class="hl-1">));</span><br/><span class="hl-5">mapGraph</span><span class="hl-1">.</span><span class="hl-0">addVertex</span><span class="hl-1">(</span><span class="hl-3">new</span><span class="hl-1"> </span><span class="hl-0">MapVertex</span><span class="hl-1">(</span><span class="hl-2">'Batu Feringgi Beach'</span><span class="hl-1">, </span><span class="hl-8">5.475141</span><span class="hl-1">, </span><span class="hl-8">100.276670</span><span class="hl-1">));</span><br/><span class="hl-5">mapGraph</span><span class="hl-1">.</span><span class="hl-0">addVertex</span><span class="hl-1">(</span><span class="hl-3">new</span><span class="hl-1"> </span><span class="hl-0">MapVertex</span><span class="hl-1">(</span><span class="hl-2">'Lotus'</span><span class="hl-1">, </span><span class="hl-8">5.459044</span><span class="hl-1">, </span><span class="hl-8">100.308767</span><span class="hl-1">));</span><br/><span class="hl-5">mapGraph</span><span class="hl-1">.</span><span class="hl-0">addVertex</span><span class="hl-1">(</span><span class="hl-3">new</span><span class="hl-1"> </span><span class="hl-0">MapVertex</span><span class="hl-1">(</span><span class="hl-2">'The Breeza'</span><span class="hl-1">, </span><span class="hl-8">5.454197</span><span class="hl-1">, </span><span class="hl-8">100.307859</span><span class="hl-1">));</span><br/><span class="hl-5">mapGraph</span><span class="hl-1">.</span><span class="hl-0">addVertex</span><span class="hl-1">(</span><span class="hl-3">new</span><span class="hl-1"> </span><span class="hl-0">MapVertex</span><span class="hl-1">(</span><span class="hl-2">'Hard Rock Hotel'</span><span class="hl-1">, </span><span class="hl-8">5.467850</span><span class="hl-1">, </span><span class="hl-8">100.241876</span><span class="hl-1">));</span><br/><span class="hl-5">mapGraph</span><span class="hl-1">.</span><span class="hl-0">addVertex</span><span class="hl-1">(</span><span class="hl-3">new</span><span class="hl-1"> </span><span class="hl-0">MapVertex</span><span class="hl-1">(</span><span class="hl-2">'Mira'</span><span class="hl-1">, </span><span class="hl-8">5.456749</span><span class="hl-1">, </span><span class="hl-8">100.286650</span><span class="hl-1">));</span><br/><span class="hl-5">mapGraph</span><span class="hl-1">.</span><span class="hl-0">addVertex</span><span class="hl-1">(</span><span class="hl-3">new</span><span class="hl-1"> </span><span class="hl-0">MapVertex</span><span class="hl-1">(</span><span class="hl-2">'Penang Bible Church'</span><span class="hl-1">, </span><span class="hl-8">5.428683</span><span class="hl-1">, </span><span class="hl-8">100.314825</span><span class="hl-1">));</span><br/><span class="hl-5">mapGraph</span><span class="hl-1">.</span><span class="hl-0">addVertex</span><span class="hl-1">(</span><span class="hl-3">new</span><span class="hl-1"> </span><span class="hl-0">MapVertex</span><span class="hl-1">(</span><span class="hl-2">'Queensbay'</span><span class="hl-1">, </span><span class="hl-8">5.332760</span><span class="hl-1">, </span><span class="hl-8">100.306651</span><span class="hl-1">));</span><br/><span class="hl-5">mapGraph</span><span class="hl-1">.</span><span class="hl-0">addVertex</span><span class="hl-1">(</span><span class="hl-3">new</span><span class="hl-1"> </span><span class="hl-0">MapVertex</span><span class="hl-1">(</span><span class="hl-2">'Saanen Goat Farm'</span><span class="hl-1">, </span><span class="hl-8">5.405738</span><span class="hl-1">, </span><span class="hl-8">100.207699</span><span class="hl-1">));</span><br/><span class="hl-5">mapGraph</span><span class="hl-1">.</span><span class="hl-0">addVertex</span><span class="hl-1">(</span><span class="hl-3">new</span><span class="hl-1"> </span><span class="hl-0">MapVertex</span><span class="hl-1">(</span><span class="hl-2">'Trinity Auto'</span><span class="hl-1">, </span><span class="hl-8">5.401126</span><span class="hl-1">, </span><span class="hl-8">100.303739</span><span class="hl-1">));</span><br/><span class="hl-5">mapGraph</span><span class="hl-1">.</span><span class="hl-0">addVertex</span><span class="hl-1">(</span><span class="hl-3">new</span><span class="hl-1"> </span><span class="hl-0">MapVertex</span><span class="hl-1">(</span><span class="hl-2">'Penang Airport'</span><span class="hl-1">, </span><span class="hl-8">5.293185</span><span class="hl-1">, </span><span class="hl-8">100.265772</span><span class="hl-1">));</span><br/><span class="hl-5">mapGraph</span><span class="hl-1">.</span><span class="hl-0">addEdge</span><span class="hl-1">(</span><span class="hl-2">'Surin'</span><span class="hl-1">, </span><span class="hl-2">'Lotus'</span><span class="hl-1">, </span><span class="hl-8">4.7</span><span class="hl-1">);</span><br/><span class="hl-5">mapGraph</span><span class="hl-1">.</span><span class="hl-0">addEdge</span><span class="hl-1">(</span><span class="hl-2">'Lotus'</span><span class="hl-1">, </span><span class="hl-2">'The Breeza'</span><span class="hl-1">, </span><span class="hl-8">1</span><span class="hl-1">);</span><br/><span class="hl-5">mapGraph</span><span class="hl-1">.</span><span class="hl-0">addEdge</span><span class="hl-1">(</span><span class="hl-2">'Batu Feringgi Beach'</span><span class="hl-1">, </span><span class="hl-2">'Hard Rock Hotel'</span><span class="hl-1">, </span><span class="hl-8">5.2</span><span class="hl-1">);</span><br/><span class="hl-5">mapGraph</span><span class="hl-1">.</span><span class="hl-0">addEdge</span><span class="hl-1">(</span><span class="hl-2">'Surin'</span><span class="hl-1">, </span><span class="hl-2">'Mira'</span><span class="hl-1">, </span><span class="hl-8">2.8</span><span class="hl-1">);</span><br/><span class="hl-5">mapGraph</span><span class="hl-1">.</span><span class="hl-0">addEdge</span><span class="hl-1">(</span><span class="hl-2">'Mira'</span><span class="hl-1">, </span><span class="hl-2">'Penang Bible Church'</span><span class="hl-1">, </span><span class="hl-8">7.0</span><span class="hl-1">);</span><br/><span class="hl-5">mapGraph</span><span class="hl-1">.</span><span class="hl-0">addEdge</span><span class="hl-1">(</span><span class="hl-2">'Lotus'</span><span class="hl-1">, </span><span class="hl-2">'Penang Bible Church'</span><span class="hl-1">, </span><span class="hl-8">5.7</span><span class="hl-1">);</span><br/><span class="hl-5">mapGraph</span><span class="hl-1">.</span><span class="hl-0">addEdge</span><span class="hl-1">(</span><span class="hl-2">'Penang Bible Church'</span><span class="hl-1">, </span><span class="hl-2">'Queensbay'</span><span class="hl-1">, </span><span class="hl-8">13.9</span><span class="hl-1">);</span><br/><span class="hl-5">mapGraph</span><span class="hl-1">.</span><span class="hl-0">addEdge</span><span class="hl-1">(</span><span class="hl-2">'Hard Rock Hotel'</span><span class="hl-1">, </span><span class="hl-2">'Saanen Goat Farm'</span><span class="hl-1">, </span><span class="hl-8">18.5</span><span class="hl-1">);</span><br/><span class="hl-5">mapGraph</span><span class="hl-1">.</span><span class="hl-0">addEdge</span><span class="hl-1">(</span><span class="hl-2">'The Breeza'</span><span class="hl-1">, </span><span class="hl-2">'Trinity Auto'</span><span class="hl-1">, </span><span class="hl-8">9.1</span><span class="hl-1">);</span><br/><span class="hl-5">mapGraph</span><span class="hl-1">.</span><span class="hl-0">addEdge</span><span class="hl-1">(</span><span class="hl-2">'Trinity Auto'</span><span class="hl-1">, </span><span class="hl-2">'Saanen Goat Farm'</span><span class="hl-1">, </span><span class="hl-8">26.3</span><span class="hl-1">);</span><br/><span class="hl-5">mapGraph</span><span class="hl-1">.</span><span class="hl-0">addEdge</span><span class="hl-1">(</span><span class="hl-2">'The Breeza'</span><span class="hl-1">, </span><span class="hl-2">'Penang Airport'</span><span class="hl-1">, </span><span class="hl-8">24.8</span><span class="hl-1">);</span><br/><span class="hl-5">mapGraph</span><span class="hl-1">.</span><span class="hl-0">addEdge</span><span class="hl-1">(</span><span class="hl-2">'Penang Airport'</span><span class="hl-1">, </span><span class="hl-2">'Saanen Goat Farm'</span><span class="hl-1">, </span><span class="hl-8">21.2</span><span class="hl-1">);</span><br/><span class="hl-3">const</span><span class="hl-1"> </span><span class="hl-7">expected1</span><span class="hl-1"> = [</span><span class="hl-2">'Surin'</span><span class="hl-1">, </span><span class="hl-2">'Lotus'</span><span class="hl-1">, </span><span class="hl-2">'The Breeza'</span><span class="hl-1">, </span><span class="hl-2">'Trinity Auto'</span><span class="hl-1">, </span><span class="hl-2">'Saanen Goat Farm'</span><span class="hl-1">];</span><br/><br/><span class="hl-3">const</span><span class="hl-1"> </span><span class="hl-7">minPathBetween</span><span class="hl-1"> = </span><span class="hl-5">mapGraph</span><span class="hl-1">.</span><span class="hl-0">getMinPathBetween</span><span class="hl-1">(</span><span class="hl-2">'Surin'</span><span class="hl-1">, </span><span class="hl-2">'Saanen Goat Farm'</span><span class="hl-1">);</span><br/><span class="hl-0">expect</span><span class="hl-1">(</span><span class="hl-5">minPathBetween</span><span class="hl-1">?.</span><span class="hl-0">map</span><span class="hl-1">(</span><span class="hl-5">v</span><span class="hl-1"> </span><span class="hl-3">=></span><span class="hl-1"> </span><span class="hl-5">v</span><span class="hl-1">.</span><span class="hl-5">id</span><span class="hl-1">)).</span><span class="hl-0">toEqual</span><span class="hl-1">(</span><span class="hl-5">expected1</span><span class="hl-1">);</span><br/><span class="hl-3">const</span><span class="hl-1"> </span><span class="hl-7">surinToSaanenGoatFarmDij</span><span class="hl-1"> = </span><span class="hl-5">mapGraph</span><span class="hl-1">.</span><span class="hl-0">dijkstra</span><span class="hl-1">(</span><span class="hl-2">'Surin'</span><span class="hl-1">, </span><span class="hl-2">'Saanen Goat Farm'</span><span class="hl-1">, </span><span class="hl-3">true</span><span class="hl-1">, </span><span class="hl-3">true</span><span class="hl-1">);</span><br/><span class="hl-0">expect</span><span class="hl-1">(</span><span class="hl-5">surinToSaanenGoatFarmDij</span><span class="hl-1">?.</span><span class="hl-5">minPath</span><span class="hl-1">.</span><span class="hl-0">map</span><span class="hl-1">(</span><span class="hl-5">v</span><span class="hl-1"> </span><span class="hl-3">=></span><span class="hl-1"> </span><span class="hl-5">v</span><span class="hl-1">.</span><span class="hl-5">id</span><span class="hl-1">)).</span><span class="hl-0">toEqual</span><span class="hl-1">(</span><span class="hl-5">expected1</span><span class="hl-1">);</span><br/><span class="hl-0">expect</span><span class="hl-1">(</span><span class="hl-5">surinToSaanenGoatFarmDij</span><span class="hl-1">?.</span><span class="hl-5">minDist</span><span class="hl-1">).</span><span class="hl-0">toBe</span><span class="hl-1">(</span><span class="hl-8">41.1</span><span class="hl-1">);</span><br/><span class="hl-5">mapGraph</span><span class="hl-1">.</span><span class="hl-0">addEdge</span><span class="hl-1">(</span><span class="hl-2">'Surin'</span><span class="hl-1">, </span><span class="hl-2">'Batu Feringgi Beach'</span><span class="hl-1">, </span><span class="hl-8">1.5</span><span class="hl-1">);</span><br/><span class="hl-3">const</span><span class="hl-1"> </span><span class="hl-7">expected2</span><span class="hl-1"> = [</span><span class="hl-2">'Surin'</span><span class="hl-1">, </span><span class="hl-2">'Batu Feringgi Beach'</span><span class="hl-1">, </span><span class="hl-2">'Hard Rock Hotel'</span><span class="hl-1">, </span><span class="hl-2">'Saanen Goat Farm'</span><span class="hl-1">];</span><br/><span class="hl-3">const</span><span class="hl-1"> </span><span class="hl-7">minPathBetweenViaBFB</span><span class="hl-1"> = </span><span class="hl-5">mapGraph</span><span class="hl-1">.</span><span class="hl-0">getMinPathBetween</span><span class="hl-1">(</span><span class="hl-2">'Surin'</span><span class="hl-1">, </span><span class="hl-2">'Saanen Goat Farm'</span><span class="hl-1">, </span><span class="hl-3">true</span><span class="hl-1">);</span><br/><span class="hl-0">expect</span><span class="hl-1">(</span><span class="hl-5">minPathBetweenViaBFB</span><span class="hl-1">?.</span><span class="hl-0">map</span><span class="hl-1">(</span><span class="hl-5">v</span><span class="hl-1"> </span><span class="hl-3">=></span><span class="hl-1"> </span><span class="hl-5">v</span><span class="hl-1">.</span><span class="hl-5">id</span><span class="hl-1">)).</span><span class="hl-0">toEqual</span><span class="hl-1">(</span><span class="hl-5">expected2</span><span class="hl-1">);</span><br/><span class="hl-3">const</span><span class="hl-1"> </span><span class="hl-7">surinToSaanenGoatFarmViaDij</span><span class="hl-1"> = </span><span class="hl-5">mapGraph</span><span class="hl-1">.</span><span class="hl-0">dijkstra</span><span class="hl-1">(</span><span class="hl-2">'Surin'</span><span class="hl-1">, </span><span class="hl-2">'Saanen Goat Farm'</span><span class="hl-1">, </span><span class="hl-3">true</span><span class="hl-1">, </span><span class="hl-3">true</span><span class="hl-1">);</span><br/><span class="hl-0">expect</span><span class="hl-1">(</span><span class="hl-5">surinToSaanenGoatFarmViaDij</span><span class="hl-1">?.</span><span class="hl-5">minPath</span><span class="hl-1">.</span><span class="hl-0">map</span><span class="hl-1">(</span><span class="hl-5">v</span><span class="hl-1"> </span><span class="hl-3">=></span><span class="hl-1"> </span><span class="hl-5">v</span><span class="hl-1">.</span><span class="hl-5">id</span><span class="hl-1">)).</span><span class="hl-0">toEqual</span><span class="hl-1">(</span><span class="hl-5">expected2</span><span class="hl-1">);</span><br/><span class="hl-0">expect</span><span class="hl-1">(</span><span class="hl-5">surinToSaanenGoatFarmViaDij</span><span class="hl-1">?.</span><span class="hl-5">minDist</span><span class="hl-1">).</span><span class="hl-0">toBe</span><span class="hl-1">(</span><span class="hl-8">25.2</span><span class="hl-1">);</span>
</code><button>Copy</button></pre>
<a id="md:js" class="tsd-anchor"></a><h4><a href="#md:js">JS</a></h4><a id="md:directedgraph-1" class="tsd-anchor"></a><h5><a href="#md:directedgraph-1">DirectedGraph</a></h5><pre><code class="language-typescript"><span class="hl-3">const</span><span class="hl-1"> {</span><span class="hl-7">DirectedGraph</span><span class="hl-1">, </span><span class="hl-7">DirectedVertex</span><span class="hl-1">, </span><span class="hl-7">DirectedEdge</span><span class="hl-1">} = </span><span class="hl-0">require</span><span class="hl-1">(</span><span class="hl-2">'data-structure-typed'</span><span class="hl-1">);</span><br/><span class="hl-6">// /* or if you prefer */ const {DirectedGraph, DirectedVertex, DirectedEdge} = require('graph-typed');</span><br/><br/><span class="hl-3">const</span><span class="hl-1"> </span><span class="hl-7">graph</span><span class="hl-1"> = </span><span class="hl-3">new</span><span class="hl-1"> </span><span class="hl-0">DirectedGraph</span><span class="hl-1">();</span><br/><span class="hl-3">const</span><span class="hl-1"> </span><span class="hl-7">vertexA</span><span class="hl-1"> = </span><span class="hl-3">new</span><span class="hl-1"> </span><span class="hl-0">DirectedVertex</span><span class="hl-1">(</span><span class="hl-2">'A'</span><span class="hl-1">);</span><br/><span class="hl-3">const</span><span class="hl-1"> </span><span class="hl-7">vertexB</span><span class="hl-1"> = </span><span class="hl-3">new</span><span class="hl-1"> </span><span class="hl-0">DirectedVertex</span><span class="hl-1">(</span><span class="hl-2">'B'</span><span class="hl-1">);</span><br/><span class="hl-3">const</span><span class="hl-1"> </span><span class="hl-7">vertexC</span><span class="hl-1"> = </span><span class="hl-3">new</span><span class="hl-1"> </span><span class="hl-0">DirectedVertex</span><span class="hl-1">(</span><span class="hl-2">'C'</span><span class="hl-1">);</span><br/><span class="hl-3">const</span><span class="hl-1"> </span><span class="hl-7">edgeAB</span><span class="hl-1"> = </span><span class="hl-3">new</span><span class="hl-1"> </span><span class="hl-0">DirectedEdge</span><span class="hl-1">(</span><span class="hl-2">'A'</span><span class="hl-1">, </span><span class="hl-2">'B'</span><span class="hl-1">);</span><br/><span class="hl-3">const</span><span class="hl-1"> </span><span class="hl-7">edgeBC</span><span class="hl-1"> = </span><span class="hl-3">new</span><span class="hl-1"> </span><span class="hl-0">DirectedEdge</span><span class="hl-1">(</span><span class="hl-2">'B'</span><span class="hl-1">, </span><span class="hl-2">'C'</span><span class="hl-1">);</span><br/><br/><span class="hl-5">graph</span><span class="hl-1">.</span><span class="hl-0">addVertex</span><span class="hl-1">(</span><span class="hl-5">vertexA</span><span class="hl-1">);</span><br/><span class="hl-5">graph</span><span class="hl-1">.</span><span class="hl-0">addVertex</span><span class="hl-1">(</span><span class="hl-5">vertexB</span><span class="hl-1">);</span><br/><span class="hl-5">graph</span><span class="hl-1">.</span><span class="hl-0">addVertex</span><span class="hl-1">(</span><span class="hl-5">vertexC</span><span class="hl-1">);</span><br/><span class="hl-5">graph</span><span class="hl-1">.</span><span class="hl-0">addEdge</span><span class="hl-1">(</span><span class="hl-5">edgeAB</span><span class="hl-1">);</span><br/><span class="hl-5">graph</span><span class="hl-1">.</span><span class="hl-0">addEdge</span><span class="hl-1">(</span><span class="hl-5">edgeBC</span><span class="hl-1">);</span><br/><br/><span class="hl-3">const</span><span class="hl-1"> </span><span class="hl-7">topologicalOrder</span><span class="hl-1"> = </span><span class="hl-5">graph</span><span class="hl-1">.</span><span class="hl-0">topologicalSort</span><span class="hl-1">();</span><br/><span class="hl-4">if</span><span class="hl-1"> (</span><span class="hl-5">topologicalOrder</span><span class="hl-1">) </span><span class="hl-0">expect</span><span class="hl-1">(</span><span class="hl-5">topologicalOrder</span><span class="hl-1">).</span><span class="hl-0">toEqual</span><span class="hl-1">([</span><span class="hl-2">'A'</span><span class="hl-1">, </span><span class="hl-2">'B'</span><span class="hl-1">, </span><span class="hl-2">'C'</span><span class="hl-1">])</span>
</code><button>Copy</button></pre>
<a id="md:mapgraph-1" class="tsd-anchor"></a><h5><a href="#md:mapgraph-1">MapGraph</a></h5><pre><code class="language-javascript"><span class="hl-3">const</span><span class="hl-1"> {</span><span class="hl-7">MapGraph</span><span class="hl-1">, </span><span class="hl-7">MapVertex</span><span class="hl-1">} = </span><span class="hl-0">require</span><span class="hl-1">(</span><span class="hl-2">'data-structure-typed'</span><span class="hl-1">);</span><br/><span class="hl-6">// /* or if you prefer */ const {MapGraph, MapVertex} = require('graph-typed');</span><br/><br/><span class="hl-3">const</span><span class="hl-1"> </span><span class="hl-7">mapGraph</span><span class="hl-1"> = </span><span class="hl-3">new</span><span class="hl-1"> </span><span class="hl-0">MapGraph</span><span class="hl-1">([</span><span class="hl-8">5.500338</span><span class="hl-1">, </span><span class="hl-8">100.173665</span><span class="hl-1">]);</span><br/><br/><span class="hl-5">mapGraph</span><span class="hl-1">.</span><span class="hl-0">addVertex</span><span class="hl-1">(</span><span class="hl-3">new</span><span class="hl-1"> </span><span class="hl-0">MapVertex</span><span class="hl-1">(</span><span class="hl-2">'Surin'</span><span class="hl-1">, </span><span class="hl-8">5.466724</span><span class="hl-1">, </span><span class="hl-8">100.274805</span><span class="hl-1">));</span><br/><span class="hl-5">mapGraph</span><span class="hl-1">.</span><span class="hl-0">addVertex</span><span class="hl-1">(</span><span class="hl-3">new</span><span class="hl-1"> </span><span class="hl-0">MapVertex</span><span class="hl-1">(</span><span class="hl-2">'Batu Feringgi Beach'</span><span class="hl-1">, </span><span class="hl-8">5.475141</span><span class="hl-1">, </span><span class="hl-8">100.276670</span><span class="hl-1">));</span><br/><span class="hl-5">mapGraph</span><span class="hl-1">.</span><span class="hl-0">addVertex</span><span class="hl-1">(</span><span class="hl-3">new</span><span class="hl-1"> </span><span class="hl-0">MapVertex</span><span class="hl-1">(</span><span class="hl-2">'Lotus'</span><span class="hl-1">, </span><span class="hl-8">5.459044</span><span class="hl-1">, </span><span class="hl-8">100.308767</span><span class="hl-1">));</span><br/><span class="hl-5">mapGraph</span><span class="hl-1">.</span><span class="hl-0">addVertex</span><span class="hl-1">(</span><span class="hl-3">new</span><span class="hl-1"> </span><span class="hl-0">MapVertex</span><span class="hl-1">(</span><span class="hl-2">'The Breeza'</span><span class="hl-1">, </span><span class="hl-8">5.454197</span><span class="hl-1">, </span><span class="hl-8">100.307859</span><span class="hl-1">));</span><br/><span class="hl-5">mapGraph</span><span class="hl-1">.</span><span class="hl-0">addVertex</span><span class="hl-1">(</span><span class="hl-3">new</span><span class="hl-1"> </span><span class="hl-0">MapVertex</span><span class="hl-1">(</span><span class="hl-2">'Hard Rock Hotel'</span><span class="hl-1">, </span><span class="hl-8">5.467850</span><span class="hl-1">, </span><span class="hl-8">100.241876</span><span class="hl-1">));</span><br/><span class="hl-5">mapGraph</span><span class="hl-1">.</span><span class="hl-0">addVertex</span><span class="hl-1">(</span><span class="hl-3">new</span><span class="hl-1"> </span><span class="hl-0">MapVertex</span><span class="hl-1">(</span><span class="hl-2">'Mira'</span><span class="hl-1">, </span><span class="hl-8">5.456749</span><span class="hl-1">, </span><span class="hl-8">100.286650</span><span class="hl-1">));</span><br/><span class="hl-5">mapGraph</span><span class="hl-1">.</span><span class="hl-0">addVertex</span><span class="hl-1">(</span><span class="hl-3">new</span><span class="hl-1"> </span><span class="hl-0">MapVertex</span><span class="hl-1">(</span><span class="hl-2">'Penang Bible Church'</span><span class="hl-1">, </span><span class="hl-8">5.428683</span><span class="hl-1">, </span><span class="hl-8">100.314825</span><span class="hl-1">));</span><br/><span class="hl-5">mapGraph</span><span class="hl-1">.</span><span class="hl-0">addVertex</span><span class="hl-1">(</span><span class="hl-3">new</span><span class="hl-1"> </span><span class="hl-0">MapVertex</span><span class="hl-1">(</span><span class="hl-2">'Queensbay'</span><span class="hl-1">, </span><span class="hl-8">5.332760</span><span class="hl-1">, </span><span class="hl-8">100.306651</span><span class="hl-1">));</span><br/><span class="hl-5">mapGraph</span><span class="hl-1">.</span><span class="hl-0">addVertex</span><span class="hl-1">(</span><span class="hl-3">new</span><span class="hl-1"> </span><span class="hl-0">MapVertex</span><span class="hl-1">(</span><span class="hl-2">'Saanen Goat Farm'</span><span class="hl-1">, </span><span class="hl-8">5.405738</span><span class="hl-1">, </span><span class="hl-8">100.207699</span><span class="hl-1">));</span><br/><span class="hl-5">mapGraph</span><span class="hl-1">.</span><span class="hl-0">addVertex</span><span class="hl-1">(</span><span class="hl-3">new</span><span class="hl-1"> </span><span class="hl-0">MapVertex</span><span class="hl-1">(</span><span class="hl-2">'Trinity Auto'</span><span class="hl-1">, </span><span class="hl-8">5.401126</span><span class="hl-1">, </span><span class="hl-8">100.303739</span><span class="hl-1">));</span><br/><span class="hl-5">mapGraph</span><span class="hl-1">.</span><span class="hl-0">addVertex</span><span class="hl-1">(</span><span class="hl-3">new</span><span class="hl-1"> </span><span class="hl-0">MapVertex</span><span class="hl-1">(</span><span class="hl-2">'Penang Airport'</span><span class="hl-1">, </span><span class="hl-8">5.293185</span><span class="hl-1">, </span><span class="hl-8">100.265772</span><span class="hl-1">));</span><br/><span class="hl-5">mapGraph</span><span class="hl-1">.</span><span class="hl-0">addEdge</span><span class="hl-1">(</span><span class="hl-2">'Surin'</span><span class="hl-1">, </span><span class="hl-2">'Lotus'</span><span class="hl-1">, </span><span class="hl-8">4.7</span><span class="hl-1">);</span><br/><span class="hl-5">mapGraph</span><span class="hl-1">.</span><span class="hl-0">addEdge</span><span class="hl-1">(</span><span class="hl-2">'Lotus'</span><span class="hl-1">, </span><span class="hl-2">'The Breeza'</span><span class="hl-1">, </span><span class="hl-8">1</span><span class="hl-1">);</span><br/><span class="hl-5">mapGraph</span><span class="hl-1">.</span><span class="hl-0">addEdge</span><span class="hl-1">(</span><span class="hl-2">'Batu Feringgi Beach'</span><span class="hl-1">, </span><span class="hl-2">'Hard Rock Hotel'</span><span class="hl-1">, </span><span class="hl-8">5.2</span><span class="hl-1">);</span><br/><span class="hl-5">mapGraph</span><span class="hl-1">.</span><span class="hl-0">addEdge</span><span class="hl-1">(</span><span class="hl-2">'Surin'</span><span class="hl-1">, </span><span class="hl-2">'Mira'</span><span class="hl-1">, </span><span class="hl-8">2.8</span><span class="hl-1">);</span><br/><span class="hl-5">mapGraph</span><span class="hl-1">.</span><span class="hl-0">addEdge</span><span class="hl-1">(</span><span class="hl-2">'Mira'</span><span class="hl-1">, </span><span class="hl-2">'Penang Bible Church'</span><span class="hl-1">, </span><span class="hl-8">7.0</span><span class="hl-1">);</span><br/><span class="hl-5">mapGraph</span><span class="hl-1">.</span><span class="hl-0">addEdge</span><span class="hl-1">(</span><span class="hl-2">'Lotus'</span><span class="hl-1">, </span><span class="hl-2">'Penang Bible Church'</span><span class="hl-1">, </span><span class="hl-8">5.7</span><span class="hl-1">);</span><br/><span class="hl-5">mapGraph</span><span class="hl-1">.</span><span class="hl-0">addEdge</span><span class="hl-1">(</span><span class="hl-2">'Penang Bible Church'</span><span class="hl-1">, </span><span class="hl-2">'Queensbay'</span><span class="hl-1">, </span><span class="hl-8">13.9</span><span class="hl-1">);</span><br/><span class="hl-5">mapGraph</span><span class="hl-1">.</span><span class="hl-0">addEdge</span><span class="hl-1">(</span><span class="hl-2">'Hard Rock Hotel'</span><span class="hl-1">, </span><span class="hl-2">'Saanen Goat Farm'</span><span class="hl-1">, </span><span class="hl-8">18.5</span><span class="hl-1">);</span><br/><span class="hl-5">mapGraph</span><span class="hl-1">.</span><span class="hl-0">addEdge</span><span class="hl-1">(</span><span class="hl-2">'The Breeza'</span><span class="hl-1">, </span><span class="hl-2">'Trinity Auto'</span><span class="hl-1">, </span><span class="hl-8">9.1</span><span class="hl-1">);</span><br/><span class="hl-5">mapGraph</span><span class="hl-1">.</span><span class="hl-0">addEdge</span><span class="hl-1">(</span><span class="hl-2">'Trinity Auto'</span><span class="hl-1">, </span><span class="hl-2">'Saanen Goat Farm'</span><span class="hl-1">, </span><span class="hl-8">26.3</span><span class="hl-1">);</span><br/><span class="hl-5">mapGraph</span><span class="hl-1">.</span><span class="hl-0">addEdge</span><span class="hl-1">(</span><span class="hl-2">'The Breeza'</span><span class="hl-1">, </span><span class="hl-2">'Penang Airport'</span><span class="hl-1">, </span><span class="hl-8">24.8</span><span class="hl-1">);</span><br/><span class="hl-5">mapGraph</span><span class="hl-1">.</span><span class="hl-0">addEdge</span><span class="hl-1">(</span><span class="hl-2">'Penang Airport'</span><span class="hl-1">, </span><span class="hl-2">'Saanen Goat Farm'</span><span class="hl-1">, </span><span class="hl-8">21.2</span><span class="hl-1">);</span><br/><span class="hl-3">const</span><span class="hl-1"> </span><span class="hl-7">expected1</span><span class="hl-1"> = [</span><span class="hl-2">'Surin'</span><span class="hl-1">, </span><span class="hl-2">'Lotus'</span><span class="hl-1">, </span><span class="hl-2">'The Breeza'</span><span class="hl-1">, </span><span class="hl-2">'Trinity Auto'</span><span class="hl-1">, </span><span class="hl-2">'Saanen Goat Farm'</span><span class="hl-1">];</span><br/><br/><span class="hl-3">const</span><span class="hl-1"> </span><span class="hl-7">minPathBetween</span><span class="hl-1"> = </span><span class="hl-5">mapGraph</span><span class="hl-1">.</span><span class="hl-0">getMinPathBetween</span><span class="hl-1">(</span><span class="hl-2">'Surin'</span><span class="hl-1">, </span><span class="hl-2">'Saanen Goat Farm'</span><span class="hl-1">);</span><br/><span class="hl-0">expect</span><span class="hl-1">(</span><span class="hl-5">minPathBetween</span><span class="hl-1">?.</span><span class="hl-0">map</span><span class="hl-1">(</span><span class="hl-5">v</span><span class="hl-1"> </span><span class="hl-3">=></span><span class="hl-1"> </span><span class="hl-5">v</span><span class="hl-1">.</span><span class="hl-5">id</span><span class="hl-1">)).</span><span class="hl-0">toEqual</span><span class="hl-1">(</span><span class="hl-5">expected1</span><span class="hl-1">);</span><br/><span class="hl-3">const</span><span class="hl-1"> </span><span class="hl-7">surinToSaanenGoatFarmDij</span><span class="hl-1"> = </span><span class="hl-5">mapGraph</span><span class="hl-1">.</span><span class="hl-0">dijkstra</span><span class="hl-1">(</span><span class="hl-2">'Surin'</span><span class="hl-1">, </span><span class="hl-2">'Saanen Goat Farm'</span><span class="hl-1">, </span><span class="hl-3">true</span><span class="hl-1">, </span><span class="hl-3">true</span><span class="hl-1">);</span><br/><span class="hl-0">expect</span><span class="hl-1">(</span><span class="hl-5">surinToSaanenGoatFarmDij</span><span class="hl-1">?.</span><span class="hl-5">minPath</span><span class="hl-1">.</span><span class="hl-0">map</span><span class="hl-1">(</span><span class="hl-5">v</span><span class="hl-1"> </span><span class="hl-3">=></span><span class="hl-1"> </span><span class="hl-5">v</span><span class="hl-1">.</span><span class="hl-5">id</span><span class="hl-1">)).</span><span class="hl-0">toEqual</span><span class="hl-1">(</span><span class="hl-5">expected1</span><span class="hl-1">);</span><br/><span class="hl-0">expect</span><span class="hl-1">(</span><span class="hl-5">surinToSaanenGoatFarmDij</span><span class="hl-1">?.</span><span class="hl-5">minDist</span><span class="hl-1">).</span><span class="hl-0">toBe</span><span class="hl-1">(</span><span class="hl-8">41.1</span><span class="hl-1">);</span><br/><span class="hl-5">mapGraph</span><span class="hl-1">.</span><span class="hl-0">addEdge</span><span class="hl-1">(</span><span class="hl-2">'Surin'</span><span class="hl-1">, </span><span class="hl-2">'Batu Feringgi Beach'</span><span class="hl-1">, </span><span class="hl-8">1.5</span><span class="hl-1">);</span><br/><span class="hl-3">const</span><span class="hl-1"> </span><span class="hl-7">expected2</span><span class="hl-1"> = [</span><span class="hl-2">'Surin'</span><span class="hl-1">, </span><span class="hl-2">'Batu Feringgi Beach'</span><span class="hl-1">, </span><span class="hl-2">'Hard Rock Hotel'</span><span class="hl-1">, </span><span class="hl-2">'Saanen Goat Farm'</span><span class="hl-1">];</span><br/><span class="hl-3">const</span><span class="hl-1"> </span><span class="hl-7">minPathBetweenViaBFB</span><span class="hl-1"> = </span><span class="hl-5">mapGraph</span><span class="hl-1">.</span><span class="hl-0">getMinPathBetween</span><span class="hl-1">(</span><span class="hl-2">'Surin'</span><span class="hl-1">, </span><span class="hl-2">'Saanen Goat Farm'</span><span class="hl-1">, </span><span class="hl-3">true</span><span class="hl-1">);</span><br/><span class="hl-0">expect</span><span class="hl-1">(</span><span class="hl-5">minPathBetweenViaBFB</span><span class="hl-1">?.</span><span class="hl-0">map</span><span class="hl-1">(</span><span class="hl-5">v</span><span class="hl-1"> </span><span class="hl-3">=></span><span class="hl-1"> </span><span class="hl-5">v</span><span class="hl-1">.</span><span class="hl-5">id</span><span class="hl-1">)).</span><span class="hl-0">toEqual</span><span class="hl-1">(</span><span class="hl-5">expected2</span><span class="hl-1">);</span><br/><span class="hl-3">const</span><span class="hl-1"> </span><span class="hl-7">surinToSaanenGoatFarmViaDij</span><span class="hl-1"> = </span><span class="hl-5">mapGraph</span><span class="hl-1">.</span><span class="hl-0">dijkstra</span><span class="hl-1">(</span><span class="hl-2">'Surin'</span><span class="hl-1">, </span><span class="hl-2">'Saanen Goat Farm'</span><span class="hl-1">, </span><span class="hl-3">true</span><span class="hl-1">, </span><span class="hl-3">true</span><span class="hl-1">);</span><br/><span class="hl-0">expect</span><span class="hl-1">(</span><span class="hl-5">surinToSaanenGoatFarmViaDij</span><span class="hl-1">?.</span><span class="hl-5">minPath</span><span class="hl-1">.</span><span class="hl-0">map</span><span class="hl-1">(</span><span class="hl-5">v</span><span class="hl-1"> </span><span class="hl-3">=></span><span class="hl-1"> </span><span class="hl-5">v</span><span class="hl-1">.</span><span class="hl-5">id</span><span class="hl-1">)).</span><span class="hl-0">toEqual</span><span class="hl-1">(</span><span class="hl-5">expected2</span><span class="hl-1">);</span><br/><span class="hl-0">expect</span><span class="hl-1">(</span><span class="hl-5">surinToSaanenGoatFarmViaDij</span><span class="hl-1">?.</span><span class="hl-5">minDist</span><span class="hl-1">).</span><span class="hl-0">toBe</span><span class="hl-1">(</span><span class="hl-8">25.2</span><span class="hl-1">);</span>
</code><button>Copy</button></pre>
<a id="md:api-docs-amp-examples" class="tsd-anchor"></a><h2><a href="#md:api-docs-amp-examples">API docs & Examples</a></h2><p><a href="https://data-structure-typed-docs.vercel.app">API Docs</a></p>
<p><a href="https://data-structure-typed-examples.vercel.app">Live Examples</a></p>
<p><a href="https://github.com/zrwusa/data-structure-typed-examples" target="_blank">Examples Repository</a></p>
<a id="md:data-structures" class="tsd-anchor"></a><h2><a href="#md:data-structures">Data Structures</a></h2><table>
<thead>
<tr>
<th>Data Structure</th>
<th>Unit Test</th>
<th>Performance Test</th>
<th>API Documentation</th>
<th>Implemented</th>
</tr>
</thead>
<tbody>
<tr>
<td>Binary Tree</td>
<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""/>
</td>
<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""/>
</td>
<td><a href="https://data-structure-typed-docs.vercel.app/classes/BinaryTree.html"><span>Binary Tree</span></a></td>
<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
</tr>
<tr>
<td>Binary Search Tree (BST)</td>
<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
<td><a href="https://data-structure-typed-docs.vercel.app/classes/BST.html"><span>BST</span></a></td>
<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
</tr>
<tr>
<td>AVL Tree</td>
<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
<td><a href="https://data-structure-typed-docs.vercel.app/classes/AVLTree.html"><span>AVLTree</span></a></td>
<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
</tr>
<tr>
<td>Tree Multiset</td>
<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
<td><a href="https://data-structure-typed-docs.vercel.app/classes/TreeMultiset.html"><span>TreeMultiset</span></a></td>
<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
</tr>
<tr>
<td>Segment Tree</td>
<td></td>
<td></td>
<td><a href="https://data-structure-typed-docs.vercel.app/classes/SegmentTree.html"><span>SegmentTree</span></a></td>
<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
</tr>
<tr>
<td>Binary Indexed Tree</td>
<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
<td></td>
<td><a href="https://data-structure-typed-docs.vercel.app/classes/BinaryIndexedTree.html"><span>BinaryIndexedTree</span></a></td>
<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
</tr>
<tr>
<td>Graph</td>
<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
<td><a href="https://data-structure-typed-docs.vercel.app/classes/AbstractGraph.html"><span>AbstractGraph</span></a></td>
<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
</tr>
<tr>
<td>Directed Graph</td>
<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
<td><a href="https://data-structure-typed-docs.vercel.app/classes/DirectedGraph.html"><span>DirectedGraph</span></a></td>
<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
</tr>
<tr>
<td>Undirected Graph</td>
<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
<td><a href="https://data-structure-typed-docs.vercel.app/classes/UndirectedGraph.html"><span>UndirectedGraph</span></a></td>
<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
</tr>
<tr>
<td>Linked List</td>
<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt