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<h1>Virtual Environments</h1>
<h2 id="python-virtual-environment">Python Virtual Environment<a class="headerlink" href="#python-virtual-environment" title="Permanent link">&para;</a></h2>
<h3 id="add-new-packages">Add new packages<a class="headerlink" href="#add-new-packages" title="Permanent link">&para;</a></h3>
<p>Try to install any new package using <code>conda install -c CHANNEL PACKAGE_NAME</code> (you can use <code>pip</code> if the package is only available there). Make sure your Python virtual environment is active (<code>conda activate YOUR_ENV</code>).</p>
<h3 id="remove-packages">Remove packages<a class="headerlink" href="#remove-packages" title="Permanent link">&para;</a></h3>
<p>Uninstall packages using the same manager you used to install them <code>conda remove PACKAGE_NAME</code> or <code>pip uninstall PACKAGE_NAME</code></p>
<h3 id="update-your-conda-environmentyaml">Update your conda <code>environment.yaml</code><a class="headerlink" href="#update-your-conda-environmentyaml" title="Permanent link">&para;</a></h3>
<p>After installing or removing a package you can use the following command in your terminal to update your <code>environment.yaml</code> before publishing your pipeline. Note that we ignore the package version for <code>libfortran</code> to keep compatibility with Linux:
<div class="highlight"><pre><span></span><code>conda env <span class="nb">export</span> --no-builds <span class="p">|</span> sed <span class="s1">&#39;s/^.*libgfortran.*$/ - libgfortran/&#39;</span> &gt; environment.yml
</code></pre></div></p>
<h2 id="r-virtual-environment">R Virtual Environment<a class="headerlink" href="#r-virtual-environment" title="Permanent link">&para;</a></h2>
<h3 id="add-new-packages_1">Add new packages<a class="headerlink" href="#add-new-packages_1" title="Permanent link">&para;</a></h3>
<ol>
<li>Open your terminal and navigate to RAPIDS&rsquo; root folder</li>
<li>Run <code>R</code> to open an R interactive session</li>
<li>Run <code>renv::install("PACKAGE_NAME")</code></li>
</ol>
<h3 id="remove-packages_1">Remove packages<a class="headerlink" href="#remove-packages_1" title="Permanent link">&para;</a></h3>
<ol>
<li>Open your terminal and navigate to RAPIDS&rsquo; root folder</li>
<li>Run <code>R</code> to open an R interactive session</li>
<li>Run <code>renv::remove("PACKAGE_NAME")</code></li>
</ol>
<h3 id="update-your-r-renvlock">Update your R <code>renv.lock</code><a class="headerlink" href="#update-your-r-renvlock" title="Permanent link">&para;</a></h3>
<p>After installing or removing a package you can use the following command in your terminal to update your <code>renv.lock</code> before publishing your pipeline.</p>
<ol>
<li>Open your terminal and navigate to RAPIDS&rsquo; root folder</li>
<li>Run <code>R</code> to open an R interactive session</li>
<li>Run <code>renv::snapshot()</code> (renv will ask you to confirm any updates to this file)</li>
</ol>
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