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# Sphinx build info version 1
# This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
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<h1>Source code for netsci.plot</h1><div class="highlight"><pre>
<span></span><span class="kn">import</span> <span class="nn">itertools</span>
<span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
<span class="kn">import</span> <span class="nn">networkx</span> <span class="k">as</span> <span class="nn">nx</span>
<span class="kn">import</span> <span class="nn">matplotlib.pyplot</span> <span class="k">as</span> <span class="nn">plt</span>



<div class="viewcode-block" id="plot_graph">
<a class="viewcode-back" href="../../index.html#netsci.plot.plot_graph">[docs]</a>
<span class="k">def</span> <span class="nf">plot_graph</span><span class="p">(</span><span class="n">G</span><span class="p">,</span> <span class="o">**</span><span class="n">kwargs</span><span class="p">):</span>
<span class="w"> </span><span class="sd">&quot;&quot;&quot;</span>
<span class="sd"> Plots a NetworkX graph with customizable options.</span>

<span class="sd"> Parameters</span>
<span class="sd"> ----------</span>
<span class="sd"> G : NetworkX graph</span>
<span class="sd"> A NetworkX graph object (e.g., nx.Graph, nx.DiGraph).</span>
<span class="sd"> **kwargs : keyword arguments</span>
<span class="sd"> Additional keyword arguments to customize the plot. These can include:</span>
<span class="sd"> </span>
<span class="sd"> node_color : str or list, optional</span>
<span class="sd"> Color of the nodes (can be a single color or a list of colors).</span>
<span class="sd"> node_size : int or list, optional</span>
<span class="sd"> Size of the nodes (single value or list of sizes).</span>
<span class="sd"> edge_color : str or list, optional</span>
<span class="sd"> Color of the edges (can be a single color or a list of colors).</span>
<span class="sd"> width : float, optional</span>
<span class="sd"> Width of the edges.</span>
<span class="sd"> with_labels : bool, optional</span>
<span class="sd"> Whether to draw node labels or not.</span>
<span class="sd"> font_size : int, optional</span>
<span class="sd"> Size of the font for node labels.</span>
<span class="sd"> font_color : str, optional</span>
<span class="sd"> Color of the font for node labels.</span>
<span class="sd"> title : str, optional</span>
<span class="sd"> Title of the plot.</span>
<span class="sd"> seed : int, optional</span>
<span class="sd"> Seed for the random layout algorithm.</span>
<span class="sd"> figsize : tuple, optional</span>
<span class="sd"> Size of the figure.</span>
<span class="sd"> ax: axes object</span>
<span class="sd"> Axes object to draw the plot on. Defaults to None, which will create a new figure.</span>
<span class="sd"> pos: object, optional</span>
<span class="sd"> Graph layout (e.g., nx.spring_layout, nx.circular_layout), nx.kamada_kaway_layout(G). </span>
<span class="sd"> Defaults to nx.spring_layout(G).</span>

<span class="sd"> &quot;&quot;&quot;</span>

<span class="c1"># Extracting optional arguments</span>
<span class="n">node_color</span> <span class="o">=</span> <span class="n">kwargs</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;node_color&quot;</span><span class="p">,</span> <span class="s2">&quot;lightblue&quot;</span><span class="p">)</span>
<span class="n">node_size</span> <span class="o">=</span> <span class="n">kwargs</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;node_size&quot;</span><span class="p">,</span> <span class="mi">300</span><span class="p">)</span>
<span class="n">edge_color</span> <span class="o">=</span> <span class="n">kwargs</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;edge_color&quot;</span><span class="p">,</span> <span class="s2">&quot;black&quot;</span><span class="p">)</span>
<span class="n">width</span> <span class="o">=</span> <span class="n">kwargs</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;width&quot;</span><span class="p">,</span> <span class="mf">1.0</span><span class="p">)</span>
<span class="n">with_labels</span> <span class="o">=</span> <span class="n">kwargs</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;with_labels&quot;</span><span class="p">,</span> <span class="kc">True</span><span class="p">)</span>
<span class="n">font_size</span> <span class="o">=</span> <span class="n">kwargs</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;font_size&quot;</span><span class="p">,</span> <span class="mi">12</span><span class="p">)</span>
<span class="n">font_color</span> <span class="o">=</span> <span class="n">kwargs</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;font_color&quot;</span><span class="p">,</span> <span class="s2">&quot;black&quot;</span><span class="p">)</span>
<span class="n">title</span> <span class="o">=</span> <span class="n">kwargs</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;title&quot;</span><span class="p">,</span> <span class="kc">None</span><span class="p">)</span>
<span class="n">seed</span> <span class="o">=</span> <span class="n">kwargs</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;seed&quot;</span><span class="p">,</span> <span class="kc">None</span><span class="p">)</span>
<span class="n">edge_labels</span> <span class="o">=</span> <span class="n">kwargs</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;edge_labels&quot;</span><span class="p">,</span> <span class="kc">None</span><span class="p">)</span>
<span class="n">figsize</span> <span class="o">=</span> <span class="n">kwargs</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;figsize&quot;</span><span class="p">,</span> <span class="p">(</span><span class="mi">4</span><span class="p">,</span> <span class="mi">4</span><span class="p">))</span>
<span class="n">ax</span> <span class="o">=</span> <span class="n">kwargs</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;ax&quot;</span><span class="p">,</span> <span class="kc">None</span><span class="p">)</span>
<span class="n">pos</span> <span class="o">=</span> <span class="n">kwargs</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;pos&quot;</span><span class="p">,</span> <span class="kc">None</span><span class="p">)</span>

<span class="k">if</span> <span class="n">ax</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
<span class="n">fig</span><span class="p">,</span> <span class="n">ax</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">subplots</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="n">figsize</span><span class="o">=</span><span class="n">figsize</span><span class="p">)</span>
<span class="n">ax</span><span class="o">.</span><span class="n">axis</span><span class="p">(</span><span class="s2">&quot;off&quot;</span><span class="p">)</span>

<span class="k">if</span> <span class="n">seed</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
<span class="n">np</span><span class="o">.</span><span class="n">random</span><span class="o">.</span><span class="n">seed</span><span class="p">(</span><span class="n">seed</span><span class="p">)</span>

<span class="k">if</span> <span class="n">pos</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
<span class="n">pos</span> <span class="o">=</span> <span class="n">nx</span><span class="o">.</span><span class="n">spring_layout</span><span class="p">(</span>
<span class="n">G</span><span class="p">,</span> <span class="n">seed</span><span class="o">=</span><span class="n">seed</span>
<span class="p">)</span>

<span class="c1"># Draw the network</span>
<span class="n">nx</span><span class="o">.</span><span class="n">draw</span><span class="p">(</span>
<span class="n">G</span><span class="p">,</span>
<span class="n">pos</span><span class="p">,</span>
<span class="n">node_color</span><span class="o">=</span><span class="n">node_color</span><span class="p">,</span>
<span class="n">node_size</span><span class="o">=</span><span class="n">node_size</span><span class="p">,</span>
<span class="n">edge_color</span><span class="o">=</span><span class="n">edge_color</span><span class="p">,</span>
<span class="n">width</span><span class="o">=</span><span class="n">width</span><span class="p">,</span>
<span class="n">with_labels</span><span class="o">=</span><span class="n">with_labels</span><span class="p">,</span>
<span class="n">font_size</span><span class="o">=</span><span class="n">font_size</span><span class="p">,</span>
<span class="n">font_color</span><span class="o">=</span><span class="n">font_color</span><span class="p">,</span>
<span class="n">ax</span><span class="o">=</span><span class="n">ax</span>
<span class="p">)</span>

<span class="k">if</span> <span class="n">edge_labels</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
<span class="n">nx</span><span class="o">.</span><span class="n">draw_networkx_edge_labels</span><span class="p">(</span><span class="n">G</span><span class="p">,</span> <span class="n">pos</span><span class="p">,</span> <span class="n">edge_labels</span><span class="o">=</span><span class="n">edge_labels</span><span class="p">)</span>

<span class="c1"># Set the plot title</span>
<span class="k">if</span> <span class="n">title</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="n">title</span><span class="p">)</span>

<span class="k">return</span> <span class="n">ax</span></div>


<span class="c1"># Show the plot</span>
<span class="c1"># plt.show()</span>
</pre></div>

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