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<section class="tex2jax_ignore mathjax_ignore" id="global-thread-pool">
<h1>Global thread pool<a class="headerlink" href="#global-thread-pool" title="Link to this heading">¶</a></h1>
<p>Several functions in <code class="docutils literal notranslate"><span class="pre">feos</span></code> use <a class="reference external" href="https://github.com/rayon-rs/rayon">Rayon</a> for parallelism.
By default, Rayon uses all logical CPUs available on your machine, which is usually what you want when working on your local machine.
In other environments, for example HPC clusters, you may want to limit the number of threads to match your job allocation.</p>
<p>There are three ways to configure this, in order of priority:</p>
<ul class="simple">
<li><p><code class="docutils literal notranslate"><span class="pre">FEOS_MAX_THREADS</span></code> environment variable: for HPC or “script” environments, defined before launching Python</p></li>
<li><p><code class="docutils literal notranslate"><span class="pre">feos.set_num_threads()</span></code>: for interactive use, at the top of a script or notebook</p></li>
<li><p>Do nothing: local machines where using all cores is fine</p></li>
</ul>
<p>You can get the number of threads configured via <code class="docutils literal notranslate"><span class="pre">feos.get_num_threads()</span></code>.</p>
<section id="important">
<h2>Important<a class="headerlink" href="#important" title="Link to this heading">¶</a></h2>
<ul class="simple">
<li><p>The thread pool can only be configured <strong>once</strong> per Python process.</p></li>
<li><p>Whichever method runs first wins. Any later attempt to change it will have no effect and a warning will be emitted.</p></li>
<li><p>Calling <code class="docutils literal notranslate"><span class="pre">get_num_threads</span></code> without setting <code class="docutils literal notranslate"><span class="pre">FEOS_MAX_THREADS</span></code> or <code class="docutils literal notranslate"><span class="pre">set_num_threads</span></code> will initialze the thread pool with the default (all logical CPUs).</p></li>
<li><p>To test the different behaviour in a notebook, you have to restart the kernel and start from the respective cell you want to test.</p></li>
</ul>
</section>
<section id="example-usage">
<h2>Example Usage<a class="headerlink" href="#example-usage" title="Link to this heading">¶</a></h2>
<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="kn">import</span><span class="w"> </span><span class="nn">feos</span>
<span class="n">feos</span><span class="o">.</span><span class="n">set_num_threads</span><span class="p">(</span><span class="mi">4</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">"Active threads: </span><span class="si">{</span><span class="n">feos</span><span class="o">.</span><span class="n">get_num_threads</span><span class="p">()</span><span class="si">}</span><span class="s2">"</span><span class="p">)</span>
</pre></div>
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<tr class="row-odd"><td><p><a class="reference internal" href="generated/feos.set_num_threads.html#feos.set_num_threads" title="feos.set_num_threads"><code class="xref py py-obj docutils literal notranslate"><span class="pre">set_num_threads</span></code></a>(n)</p></td>
<td><p>Set the number of threads used for any parallel calculations.</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="generated/feos.get_num_threads.html#feos.get_num_threads" title="feos.get_num_threads"><code class="xref py py-obj docutils literal notranslate"><span class="pre">get_num_threads</span></code></a>()</p></td>
<td><p>Return the number of threads in the thread pool.</p></td>
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<li><a class="reference internal" href="#">Global thread pool</a><ul>
<li><a class="reference internal" href="#important">Important</a></li>
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