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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> | ||
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<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">"""</span> | ||
<span class="sd"> Plots a NetworkX graph with customizable options.</span> | ||
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<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> | ||
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<span class="sd"> """</span> | ||
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<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">"node_color"</span><span class="p">,</span> <span class="s2">"lightblue"</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">"node_size"</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">"edge_color"</span><span class="p">,</span> <span class="s2">"black"</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">"width"</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">"with_labels"</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">"font_size"</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">"font_color"</span><span class="p">,</span> <span class="s2">"black"</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">"title"</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">"seed"</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">"edge_labels"</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">"figsize"</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> | ||
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<span class="k">if</span> <span class="s2">"figsize"</span> <span class="ow">in</span> <span class="n">kwargs</span><span class="p">:</span> | ||
<span class="n">plt</span><span class="o">.</span><span class="n">figure</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">plt</span><span class="o">.</span><span class="n">axis</span><span class="p">(</span><span class="s2">"off"</span><span class="p">)</span> | ||
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<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="c1"># Set the random seed for reproducibility</span> | ||
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<span class="c1"># Position nodes using a layout algorithm</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"># You can choose other layouts like nx.circular_layout(G) or nx.kamada_kaway_layout(G)</span> | ||
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<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="p">)</span> | ||
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<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> | ||
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<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></div> | ||
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<span class="c1"># Show the plot</span> | ||
<span class="c1"># plt.show()</span> | ||
</pre></div> | ||
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