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Tasio Mendez a643735ddb All settings as JSON and documentation updated
2017-05-16 14:02:50 +02:00

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<div class="section" id="usage">
<h1>Usage<a class="headerlink" href="#usage" title="Permalink to this headline"></a></h1>
<p>First of all, you need to install the package. See <a class="reference internal" href="installation.html"><span class="doc">Installation</span></a> for installation instructions.</p>
<div class="section" id="simulation-settings">
<h2>Simulation Settings<a class="headerlink" href="#simulation-settings" title="Permalink to this headline"></a></h2>
<p>Once installed, before running a simulation, you need to configure it.</p>
<ul>
<li><p class="first">In the Settings JSON file you will find the configuration of the network.</p>
<div class="code python highlight-default"><div class="highlight"><pre><span></span><span class="p">{</span>
<span class="s2">&quot;network_type&quot;</span><span class="p">:</span> <span class="mi">1</span><span class="p">,</span>
<span class="s2">&quot;number_of_nodes&quot;</span><span class="p">:</span> <span class="mi">1000</span><span class="p">,</span>
<span class="s2">&quot;max_time&quot;</span><span class="p">:</span> <span class="mi">50</span><span class="p">,</span>
<span class="s2">&quot;num_trials&quot;</span><span class="p">:</span> <span class="mi">1</span><span class="p">,</span>
<span class="s2">&quot;timeout&quot;</span><span class="p">:</span> <span class="mi">2</span>
<span class="p">}</span>
</pre></div>
</div>
</li>
<li><p class="first">In the Settings JSON file, you will also find the configuration of the models.</p>
</li>
</ul>
</div>
<div class="section" id="network-types">
<h2>Network Types<a class="headerlink" href="#network-types" title="Permalink to this headline"></a></h2>
<p>There are three types of network implemented, but you could add more.</p>
<div class="code python highlight-default"><div class="highlight"><pre><span></span><span class="k">if</span> <span class="n">settings</span><span class="o">.</span><span class="n">network_type</span> <span class="o">==</span> <span class="mi">0</span><span class="p">:</span>
<span class="n">G</span> <span class="o">=</span> <span class="n">nx</span><span class="o">.</span><span class="n">complete_graph</span><span class="p">(</span><span class="n">settings</span><span class="o">.</span><span class="n">number_of_nodes</span><span class="p">)</span>
<span class="k">if</span> <span class="n">settings</span><span class="o">.</span><span class="n">network_type</span> <span class="o">==</span> <span class="mi">1</span><span class="p">:</span>
<span class="n">G</span> <span class="o">=</span> <span class="n">nx</span><span class="o">.</span><span class="n">barabasi_albert_graph</span><span class="p">(</span><span class="n">settings</span><span class="o">.</span><span class="n">number_of_nodes</span><span class="p">,</span> <span class="mi">10</span><span class="p">)</span>
<span class="k">if</span> <span class="n">settings</span><span class="o">.</span><span class="n">network_type</span> <span class="o">==</span> <span class="mi">2</span><span class="p">:</span>
<span class="n">G</span> <span class="o">=</span> <span class="n">nx</span><span class="o">.</span><span class="n">margulis_gabber_galil_graph</span><span class="p">(</span><span class="n">settings</span><span class="o">.</span><span class="n">number_of_nodes</span><span class="p">,</span> <span class="kc">None</span><span class="p">)</span>
<span class="c1"># More types of networks can be added here</span>
</pre></div>
</div>
</div>
<div class="section" id="models-settings">
<h2>Models Settings<a class="headerlink" href="#models-settings" title="Permalink to this headline"></a></h2>
<p>After having configured the simulation, the next step is setting up the variables of the models.
For this, you will need to modify the Settings JSON file again.</p>
<div class="code json highlight-default"><div class="highlight"><pre><span></span><span class="p">{</span>
<span class="s2">&quot;agent&quot;</span><span class="p">:</span> <span class="p">[</span><span class="s2">&quot;SISaModel&quot;</span><span class="p">,</span><span class="s2">&quot;ControlModelM2&quot;</span><span class="p">],</span>
<span class="s2">&quot;neutral_discontent_spon_prob&quot;</span><span class="p">:</span> <span class="mf">0.04</span><span class="p">,</span>
<span class="s2">&quot;neutral_discontent_infected_prob&quot;</span><span class="p">:</span> <span class="mf">0.04</span><span class="p">,</span>
<span class="s2">&quot;neutral_content_spon_prob&quot;</span><span class="p">:</span> <span class="mf">0.18</span><span class="p">,</span>
<span class="s2">&quot;neutral_content_infected_prob&quot;</span><span class="p">:</span> <span class="mf">0.02</span><span class="p">,</span>
<span class="s2">&quot;discontent_neutral&quot;</span><span class="p">:</span> <span class="mf">0.13</span><span class="p">,</span>
<span class="s2">&quot;discontent_content&quot;</span><span class="p">:</span> <span class="mf">0.07</span><span class="p">,</span>
<span class="s2">&quot;variance_d_c&quot;</span><span class="p">:</span> <span class="mf">0.02</span><span class="p">,</span>
<span class="s2">&quot;content_discontent&quot;</span><span class="p">:</span> <span class="mf">0.009</span><span class="p">,</span>
<span class="s2">&quot;variance_c_d&quot;</span><span class="p">:</span> <span class="mf">0.003</span><span class="p">,</span>
<span class="s2">&quot;content_neutral&quot;</span><span class="p">:</span> <span class="mf">0.088</span><span class="p">,</span>
<span class="s2">&quot;standard_variance&quot;</span><span class="p">:</span> <span class="mf">0.055</span><span class="p">,</span>
<span class="s2">&quot;prob_neutral_making_denier&quot;</span><span class="p">:</span> <span class="mf">0.035</span><span class="p">,</span>
<span class="s2">&quot;prob_infect&quot;</span><span class="p">:</span> <span class="mf">0.075</span><span class="p">,</span>
<span class="s2">&quot;prob_cured_healing_infected&quot;</span><span class="p">:</span> <span class="mf">0.035</span><span class="p">,</span>
<span class="s2">&quot;prob_cured_vaccinate_neutral&quot;</span><span class="p">:</span> <span class="mf">0.035</span><span class="p">,</span>
<span class="s2">&quot;prob_vaccinated_healing_infected&quot;</span><span class="p">:</span> <span class="mf">0.035</span><span class="p">,</span>
<span class="s2">&quot;prob_vaccinated_vaccinate_neutral&quot;</span><span class="p">:</span> <span class="mf">0.035</span><span class="p">,</span>
<span class="s2">&quot;prob_generate_anti_rumor&quot;</span><span class="p">:</span> <span class="mf">0.035</span>
<span class="p">}</span>
</pre></div>
</div>
<p>In this file you will define the different models you are going to simulate. You can simulate as many models
as you want. Each model will be simulated separately.</p>
<p>After setting up the models, you have to initialize the parameters of each one. You will find the parameters needed
in the documentation of each model.</p>
<p>Parameter validation will fail if a required parameter without a default has not been provided.</p>
</div>
<div class="section" id="running-the-simulation">
<h2>Running the Simulation<a class="headerlink" href="#running-the-simulation" title="Permalink to this headline"></a></h2>
<p>After setting all the configuration, you will be able to run the simulation. All you need to do is execute:</p>
<div class="code bash highlight-default"><div class="highlight"><pre><span></span><span class="n">python3</span> <span class="n">soil</span><span class="o">.</span><span class="n">py</span>
</pre></div>
</div>
<p>The simulation will return a dynamic graph .gexf file which could be visualized with
<a class="reference external" href="https://gephi.org/users/download/">Gephi</a>.</p>
<p>It will also return one .png picture for each model simulated.</p>
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<h3><a href="index.html">Table Of Contents</a></h3>
<ul>
<li><a class="reference internal" href="#">Usage</a><ul>
<li><a class="reference internal" href="#simulation-settings">Simulation Settings</a></li>
<li><a class="reference internal" href="#network-types">Network Types</a></li>
<li><a class="reference internal" href="#models-settings">Models Settings</a></li>
<li><a class="reference internal" href="#running-the-simulation">Running the Simulation</a></li>
</ul>
</li>
</ul>
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<h3>Related Topics</h3>
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<li><a href="index.html">Documentation overview</a><ul>
<li>Previous: <a href="installation.html" title="previous chapter">Installation</a></li>
<li>Next: <a href="models.html" title="next chapter">Developing new models</a></li>
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