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<section id="setting-up-matplotlib-for-development">
<span id="installing-for-devs"></span><h1>Setting up Matplotlib for development<a class="headerlink" href="#setting-up-matplotlib-for-development" title="Link to this heading">#</a></h1>
<p>To set up Matplotlib for development follow these steps:</p>
<nav class="contents local" id="contents">
<ul class="simple">
<li><p><a class="reference internal" href="#fork-the-matplotlib-repository" id="id1">Fork the Matplotlib repository</a></p></li>
<li><p><a class="reference internal" href="#retrieve-the-latest-version-of-the-code" id="id2">Retrieve the latest version of the code</a></p></li>
<li><p><a class="reference internal" href="#create-a-dedicated-environment" id="id3">Create a dedicated environment</a></p></li>
<li><p><a class="reference internal" href="#install-external-dependencies" id="id4">Install external dependencies</a></p></li>
<li><p><a class="reference internal" href="#install-matplotlib-in-editable-mode" id="id5">Install Matplotlib in editable mode</a></p>
<ul>
<li><p><a class="reference internal" href="#build-options" id="id6">Build options</a></p></li>
</ul>
</li>
<li><p><a class="reference internal" href="#verify-the-installation" id="id7">Verify the Installation</a></p></li>
<li><p><a class="reference internal" href="#install-pre-commit-hooks" id="id8">Install pre-commit hooks</a></p></li>
</ul>
</nav>
<section id="fork-the-matplotlib-repository">
<h2><a class="toc-backref" href="#id1" role="doc-backlink">Fork the Matplotlib repository</a><a class="headerlink" href="#fork-the-matplotlib-repository" title="Link to this heading">#</a></h2>
<p>Matplotlib is hosted at <a class="github reference external" href="https://github.com/matplotlib/matplotlib.git">matplotlib/matplotlib.git</a>. If you
plan on solving issues or submitting pull requests to the main Matplotlib
repository, you should first fork this repository by <em>clicking</em> the
<svg version="1.1" width="1.0em" height="1.0em" class="sd-octicon sd-octicon-repo-forked" viewBox="0 0 16 16" aria-hidden="true"><path d="M5 5.372v.878c0 .414.336.75.75.75h4.5a.75.75 0 0 0 .75-.75v-.878a2.25 2.25 0 1 1 1.5 0v.878a2.25 2.25 0 0 1-2.25 2.25h-1.5v2.128a2.251 2.251 0 1 1-1.5 0V8.5h-1.5A2.25 2.25 0 0 1 3.5 6.25v-.878a2.25 2.25 0 1 1 1.5 0ZM5 3.25a.75.75 0 1 0-1.5 0 .75.75 0 0 0 1.5 0Zm6.75.75a.75.75 0 1 0 0-1.5.75.75 0 0 0 0 1.5Zm-3 8.75a.75.75 0 1 0-1.5 0 .75.75 0 0 0 1.5 0Z"></path></svg> <strong>Fork</strong> button near the top of the <a class="reference external" href="https://github.com/matplotlib/matplotlib">project repository</a> page.</p>
<p>This creates a copy of the code under your account on the GitHub server. See <a class="reference external" href="https://docs.github.com/get-started/quickstart/fork-a-repo">the GitHub
documentation</a> for more details.</p>
</section>
<section id="retrieve-the-latest-version-of-the-code">
<h2><a class="toc-backref" href="#id2" role="doc-backlink">Retrieve the latest version of the code</a><a class="headerlink" href="#retrieve-the-latest-version-of-the-code" title="Link to this heading">#</a></h2>
<p>Now that your fork of the repository lives under your GitHub username, you can
retrieve the most recent version of the source code with one of the following
commands (replace <code class="docutils literal notranslate"><span class="pre"><your-username></span></code> with your GitHub username):</p>
<div class="sd-tab-set docutils">
<input checked="checked" id="sd-tab-item-0" name="sd-tab-set-0" type="radio">
<label class="sd-tab-label" for="sd-tab-item-0">
https</label><div class="sd-tab-content docutils">
<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>git<span class="w"> </span>clone<span class="w"> </span>https://github.com/<your-username>/matplotlib.git
</pre></div>
</div>
</div>
<input id="sd-tab-item-1" name="sd-tab-set-0" type="radio">
<label class="sd-tab-label" for="sd-tab-item-1">
ssh</label><div class="sd-tab-content docutils">
<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>git<span class="w"> </span>clone<span class="w"> </span>git@github.com:<your-username>/matplotlib.git
</pre></div>
</div>
<p>This requires you to setup an <a class="reference external" href="https://docs.github.com/en/authentication/connecting-to-github-with-ssh">SSH key</a> in advance, but saves you from
typing your password at every connection.</p>
</div>
</div>
<p>This will place the sources in a directory <code class="file docutils literal notranslate"><span class="pre">matplotlib</span></code> below your
current working directory and set the remote name <code class="docutils literal notranslate"><span class="pre">origin</span></code> to point to your
fork. Change into this directory before continuing:</p>
<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span><span class="nb">cd</span><span class="w"> </span>matplotlib
</pre></div>
</div>
<p>Now set the remote name <code class="docutils literal notranslate"><span class="pre">upstream</span></code> to point to the Matplotlib main repository:</p>
<div class="sd-tab-set docutils">
<input checked="checked" id="sd-tab-item-2" name="sd-tab-set-1" type="radio">
<label class="sd-tab-label" for="sd-tab-item-2">
https</label><div class="sd-tab-content docutils">
<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>git<span class="w"> </span>remote<span class="w"> </span>add<span class="w"> </span>upstream<span class="w"> </span>https://github.com/matplotlib/matplotlib.git
</pre></div>
</div>
</div>
<input id="sd-tab-item-3" name="sd-tab-set-1" type="radio">
<label class="sd-tab-label" for="sd-tab-item-3">
ssh</label><div class="sd-tab-content docutils">
<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>git<span class="w"> </span>remote<span class="w"> </span>add<span class="w"> </span>upstream<span class="w"> </span>git@github.com:matplotlib/matplotlib.git
</pre></div>
</div>
</div>
</div>
<p>You can now use <code class="docutils literal notranslate"><span class="pre">upstream</span></code> to retrieve the most current snapshot of the source
code, as described in <a class="reference internal" href="development_workflow.html#development-workflow"><span class="std std-ref">Development workflow</span></a>.</p>
<details class="sd-sphinx-override sd-dropdown sd-card sd-mb-3" open="open">
<summary class="sd-summary-title sd-card-header sd-bg-info sd-bg-text-info">
<span class="sd-summary-text">Additional <code class="docutils literal notranslate"><span class="pre">git</span></code> and <code class="docutils literal notranslate"><span class="pre">GitHub</span></code> resources</span><span class="sd-summary-state-marker sd-summary-chevron-right"><svg version="1.1" width="1.5em" height="1.5em" class="sd-octicon sd-octicon-chevron-right" viewBox="0 0 24 24" aria-hidden="true"><path d="M8.72 18.78a.75.75 0 0 1 0-1.06L14.44 12 8.72 6.28a.751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018l6.25 6.25a.75.75 0 0 1 0 1.06l-6.25 6.25a.75.75 0 0 1-1.06 0Z"></path></svg></span></summary><div class="sd-summary-content sd-card-body docutils">
<p class="sd-card-text">For more information on <code class="docutils literal notranslate"><span class="pre">git</span></code> and <code class="docutils literal notranslate"><span class="pre">GitHub</span></code>, see:</p>
<ul class="simple">
<li><p class="sd-card-text"><a class="reference external" href="https://git-scm.com/doc">Git documentation</a></p></li>
<li><p class="sd-card-text"><a class="reference external" href="https://git-scm.com/book/en/v2/GitHub-Contributing-to-a-Project">GitHub-Contributing to a Project</a></p></li>
<li><p class="sd-card-text"><a class="reference external" href="https://skills.github.com/">GitHub Skills</a></p></li>
<li><p class="sd-card-text"><a class="reference external" href="https://docs.scipy.org/doc/scipy/dev/gitwash/gitwash.html#using-git" title="(in SciPy v1.16.1)"><span>Git for development</span></a></p></li>
<li><p class="sd-card-text"><a class="reference external" href="https://docs.scipy.org/doc/scipy/dev/gitwash/git_resources.html#git-resources" title="(in SciPy v1.16.1)"><span>Additional Git Resources</span></a></p></li>
<li><p class="sd-card-text"><a class="reference external" href="https://git-scm.com/book/en/v2/Getting-Started-Installing-Git">Installing git</a></p></li>
<li><p class="sd-card-text"><a class="reference external" href="https://docs.github.com/en/get-started/getting-started-with-git/managing-remote-repositories">Managing remote repositories</a></p></li>
<li><p class="sd-card-text"><a class="reference external" href="https://tacaswell.github.io/think-like-git.html">https://tacaswell.github.io/think-like-git.html</a></p></li>
<li><p class="sd-card-text"><a class="reference external" href="https://tom.preston-werner.com/2009/05/19/the-git-parable.html">https://tom.preston-werner.com/2009/05/19/the-git-parable.html</a></p></li>
</ul>
</div>
</details></section>
<section id="create-a-dedicated-environment">
<span id="dev-environment"></span><h2><a class="toc-backref" href="#id3" role="doc-backlink">Create a dedicated environment</a><a class="headerlink" href="#create-a-dedicated-environment" title="Link to this heading">#</a></h2>
<p>You should set up a dedicated environment to decouple your Matplotlib
development from other Python and Matplotlib installations on your system.</p>
<p>We recommend using one of the following options for a dedicated development environment
because these options are configured to install the Python dependencies as part of their
setup.</p>
<div class="sd-tab-set docutils">
<input checked="checked" id="sd-tab-item-4" name="sd-tab-set-2" type="radio">
<label class="sd-tab-label" for="sd-tab-item-4">
venv environment</label><div class="sd-tab-content docutils">
<p>Create a new <a class="reference external" href="https://docs.python.org/3/library/venv.html">venv</a> environment with</p>
<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>python<span class="w"> </span>-m<span class="w"> </span>venv<span class="w"> </span><file<span class="w"> </span>folder<span class="w"> </span>location>
</pre></div>
</div>
<p>and activate it with one of the following</p>
<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span><span class="nb">source</span><span class="w"> </span><file<span class="w"> </span>folder<span class="w"> </span>location>/bin/activate<span class="w"> </span><span class="c1"># Linux/macOS</span>
<file<span class="w"> </span>folder<span class="w"> </span>location><span class="se">\S</span>cripts<span class="se">\a</span>ctivate.bat<span class="w"> </span><span class="c1"># Windows cmd.exe</span>
<file<span class="w"> </span>folder<span class="w"> </span>location><span class="se">\S</span>cripts<span class="se">\A</span>ctivate.ps1<span class="w"> </span><span class="c1"># Windows PowerShell</span>
</pre></div>
</div>
<p>On some systems, you may need to type <code class="docutils literal notranslate"><span class="pre">python3</span></code> instead of <code class="docutils literal notranslate"><span class="pre">python</span></code>.
For a discussion of the technical reasons, see <a class="reference external" href="https://peps.python.org/pep-0394">PEP-394</a>.</p>
<p>Install the Python dependencies with</p>
<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>pip<span class="w"> </span>install<span class="w"> </span>-r<span class="w"> </span>requirements/dev/dev-requirements.txt
</pre></div>
</div>
<p>Remember to activate the environment whenever you start working on Matplotlib!</p>
</div>
<input id="sd-tab-item-5" name="sd-tab-set-2" type="radio">
<label class="sd-tab-label" for="sd-tab-item-5">
conda environment</label><div class="sd-tab-content docutils">
<p>Create a new <a class="reference external" href="https://docs.conda.io/projects/conda/en/latest/user-guide/tasks/manage-environments.html">conda</a> environment and install the Python dependencies with</p>
<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>conda<span class="w"> </span>env<span class="w"> </span>create<span class="w"> </span>-f<span class="w"> </span>environment.yml
</pre></div>
</div>
<p>You can use <code class="docutils literal notranslate"><span class="pre">mamba</span></code> instead of <code class="docutils literal notranslate"><span class="pre">conda</span></code> in the above command if
you have <a class="reference external" href="https://mamba.readthedocs.io/en/latest/">mamba</a> installed.</p>
<p>Activate the environment using</p>
<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>conda<span class="w"> </span>activate<span class="w"> </span>mpl-dev
</pre></div>
</div>
<p>Remember to activate the environment whenever you start working on Matplotlib!</p>
</div>
<input id="sd-tab-item-6" name="sd-tab-set-2" type="radio">
<label class="sd-tab-label" for="sd-tab-item-6">
<svg version="1.1" width="1.0em" height="1.0em" class="sd-octicon sd-octicon-codespaces" viewBox="0 0 16 16" aria-hidden="true"><path d="M0 11.25c0-.966.784-1.75 1.75-1.75h12.5c.966 0 1.75.784 1.75 1.75v3A1.75 1.75 0 0 1 14.25 16H1.75A1.75 1.75 0 0 1 0 14.25Zm2-9.5C2 .784 2.784 0 3.75 0h8.5C13.216 0 14 .784 14 1.75v5a1.75 1.75 0 0 1-1.75 1.75h-8.5A1.75 1.75 0 0 1 2 6.75Zm1.75-.25a.25.25 0 0 0-.25.25v5c0 .138.112.25.25.25h8.5a.25.25 0 0 0 .25-.25v-5a.25.25 0 0 0-.25-.25Zm-2 9.5a.25.25 0 0 0-.25.25v3c0 .138.112.25.25.25h12.5a.25.25 0 0 0 .25-.25v-3a.25.25 0 0 0-.25-.25Z"></path><path d="M7 12.75a.75.75 0 0 1 .75-.75h4.5a.75.75 0 0 1 0 1.5h-4.5a.75.75 0 0 1-.75-.75Zm-4 0a.75.75 0 0 1 .75-.75h.5a.75.75 0 0 1 0 1.5h-.5a.75.75 0 0 1-.75-.75Z"></path></svg> GitHub Codespaces</label><div class="sd-tab-content docutils">
<p><a class="reference external" href="https://docs.github.com/codespaces">GitHub Codespaces</a> is a cloud-based
in-browser development environment that comes with the appropriate setup to
contribute to Matplotlib.</p>
<ol class="arabic">
<li><p>Open codespaces on your fork by clicking on the green <svg version="1.1" width="1.0em" height="1.0em" class="sd-octicon sd-octicon-code" viewBox="0 0 16 16" aria-hidden="true"><path d="m11.28 3.22 4.25 4.25a.75.75 0 0 1 0 1.06l-4.25 4.25a.749.749 0 0 1-1.275-.326.749.749 0 0 1 .215-.734L13.94 8l-3.72-3.72a.749.749 0 0 1 .326-1.275.749.749 0 0 1 .734.215Zm-6.56 0a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042L2.06 8l3.72 3.72a.749.749 0 0 1-.326 1.275.749.749 0 0 1-.734-.215L.47 8.53a.75.75 0 0 1 0-1.06Z"></path></svg> <code class="docutils literal notranslate"><span class="pre">Code</span></code>
button on the GitHub web interface and selecting the <code class="docutils literal notranslate"><span class="pre">Codespaces</span></code> tab.</p></li>
<li><p>Next, click on "Open codespaces on <your branch name>". You will be
able to change branches later, so you can select the default
<code class="docutils literal notranslate"><span class="pre">main</span></code> branch.</p></li>
<li><p>After the codespace is created, you will be taken to a new browser
tab where you can use the terminal to activate a pre-defined conda
environment called <code class="docutils literal notranslate"><span class="pre">mpl-dev</span></code>:</p>
<p>conda activate mpl-dev</p>
</li>
</ol>
<p>Remember to activate the <em>mpl-dev</em> environment whenever you start working on
Matplotlib.</p>
<p>If you need to open a GUI window with Matplotlib output on Codespaces, our
configuration includes a <a class="reference external" href="https://github.com/devcontainers/features/tree/main/src/desktop-lite">light-weight Fluxbox-based desktop</a>.
You can use it by connecting to this desktop via your web browser. To do this:</p>
<ol class="arabic simple">
<li><p>Press <code class="docutils literal notranslate"><span class="pre">F1</span></code> or <code class="docutils literal notranslate"><span class="pre">Ctrl/Cmd+Shift+P</span></code> and select
<code class="docutils literal notranslate"><span class="pre">Ports:</span> <span class="pre">Focus</span> <span class="pre">on</span> <span class="pre">Ports</span> <span class="pre">View</span></code> in the VSCode session to bring it into
focus. Open the ports view in your tool, select the <code class="docutils literal notranslate"><span class="pre">noVNC</span></code> port, and
click the Globe icon.</p></li>
<li><p>In the browser that appears, click the Connect button and enter the desktop
password (<code class="docutils literal notranslate"><span class="pre">vscode</span></code> by default).</p></li>
</ol>
<p>Check the <a class="reference external" href="https://github.com/devcontainers/features/tree/main/src/desktop-lite#connecting-to-the-desktop">GitHub instructions</a>
for more details on connecting to the desktop.</p>
<p>If you also built the documentation pages, you can view them using Codespaces.
Use the "Extensions" icon in the activity bar to install the "Live Server"
extension. Locate the <code class="docutils literal notranslate"><span class="pre">doc/build/html</span></code> folder in the Explorer, right click
the file you want to open and select "Open with Live Server."</p>
</div>
</div>
</section>
<section id="install-external-dependencies">
<h2><a class="toc-backref" href="#id4" role="doc-backlink">Install external dependencies</a><a class="headerlink" href="#install-external-dependencies" title="Link to this heading">#</a></h2>
<p>Python dependencies were installed as part of <a class="reference internal" href="#dev-environment"><span class="std std-ref">setting up the environment</span></a>.
Additionally, the following non-Python dependencies must also be installed locally:</p>
<ul class="checklist simple">
<li><p><a class="reference internal" href="../install/dependencies.html#compile-dependencies"><span class="std std-ref">c++ compiler</span></a></p></li>
<li><p><a class="reference internal" href="../install/dependencies.html#doc-dependencies-external"><span class="std std-ref">documentation build dependencies</span></a></p></li>
</ul>
<p>For a full list of dependencies, see <a class="reference internal" href="../install/dependencies.html#dependencies"><span class="std std-ref">Dependencies</span></a>. External dependencies do not
need to be installed when working in codespaces.</p>
</section>
<section id="install-matplotlib-in-editable-mode">
<span id="development-install"></span><h2><a class="toc-backref" href="#id5" role="doc-backlink">Install Matplotlib in editable mode</a><a class="headerlink" href="#install-matplotlib-in-editable-mode" title="Link to this heading">#</a></h2>
<p>Install Matplotlib in editable mode from the <code class="file docutils literal notranslate"><span class="pre">matplotlib</span></code> directory using the
command</p>
<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>python<span class="w"> </span>-m<span class="w"> </span>pip<span class="w"> </span>install<span class="w"> </span>--verbose<span class="w"> </span>--no-build-isolation<span class="w"> </span>--editable<span class="w"> </span><span class="s2">".[dev]"</span>
</pre></div>
</div>
<p>The 'editable/develop mode' builds everything and places links in your Python environment
so that Python will be able to import Matplotlib from your development source directory.
This allows you to import your modified version of Matplotlib without having to
re-install after changing a <code class="docutils literal notranslate"><span class="pre">.py</span></code> or compiled extension file.</p>
<p>When working on a branch that does not have Meson enabled, meaning it does not
have <a class="reference external" href="https://github.com/matplotlib/matplotlib/pull/26621/">PR #26621</a> in its history (log), you will have to reinstall from source
each time you change any compiled extension code.</p>
<p>If the installation is not working, please consult the <a class="reference internal" href="troubleshooting.html#troubleshooting-faq"><span class="std std-ref">troubleshooting guide</span></a>.
If the guide does not offer a solution, please reach out via <a class="reference external" href="https://gitter.im/matplotlib/matplotlib">chat</a>
or <a class="reference internal" href="index.html#submitting-a-bug-report"><span class="std std-ref">open an issue</span></a>.</p>
<section id="build-options">
<h3><a class="toc-backref" href="#id6" role="doc-backlink">Build options</a><a class="headerlink" href="#build-options" title="Link to this heading">#</a></h3>
<p>If you are working heavily with files that need to be compiled, you may want to
inspect the compilation log. This can be enabled by setting the environment
variable <span class="target" id="index-0"></span><a class="reference external" href="https://mesonbuild.com/meson-python/reference/environment-variables.html#envvar-MESONPY_EDITABLE_VERBOSE" title="(in meson-python)"><code class="xref std std-envvar docutils literal notranslate"><span class="pre">MESONPY_EDITABLE_VERBOSE</span></code></a> or by setting the <code class="docutils literal notranslate"><span class="pre">editable-verbose</span></code>
config during installation</p>
<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>python<span class="w"> </span>-m<span class="w"> </span>pip<span class="w"> </span>install<span class="w"> </span>--no-build-isolation<span class="w"> </span>--config-settings<span class="o">=</span>editable-verbose<span class="o">=</span><span class="nb">true</span><span class="w"> </span>--editable<span class="w"> </span>.
</pre></div>
</div>
<p>For more information on installation and other configuration options, see the
Meson Python <a class="reference external" href="https://mesonbuild.com/meson-python/how-to-guides/editable-installs.html#how-to-guides-editable-installs" title="(in meson-python)"><span class="xref std std-ref">editable installs guide</span></a>.</p>
<p>For a list of the other environment variables you can set before install, see <a class="reference internal" href="../install/environment_variables_faq.html#environment-variables"><span class="std std-ref">Environment variables</span></a>.</p>
</section>
</section>
<section id="verify-the-installation">
<h2><a class="toc-backref" href="#id7" role="doc-backlink">Verify the Installation</a><a class="headerlink" href="#verify-the-installation" title="Link to this heading">#</a></h2>
<p>Run the following command to make sure you have correctly installed Matplotlib in
editable mode. The command should be run when the virtual environment is activated:</p>
<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>python<span class="w"> </span>-c<span class="w"> </span><span class="s2">"import matplotlib; print(matplotlib.__file__)"</span>
</pre></div>
</div>
<p>This command should return : <code class="docutils literal notranslate"><span class="pre"><matplotlib_local_repo>\lib\matplotlib\__init__.py</span></code></p>
<p>We encourage you to run tests and build docs to verify that the code installed correctly
and that the docs build cleanly, so that when you make code or document related changes
you are aware of the existing issues beforehand.</p>
<ul class="simple">
<li><p>Run test cases to verify installation <a class="reference internal" href="testing.html#testing"><span class="std std-ref">Testing</span></a></p></li>
<li><p>Verify documentation build <a class="reference internal" href="document.html#documenting-matplotlib"><span class="std std-ref">Write documentation</span></a></p></li>
</ul>
</section>
<section id="install-pre-commit-hooks">
<span id="pre-commit-hooks"></span><h2><a class="toc-backref" href="#id8" role="doc-backlink">Install pre-commit hooks</a><a class="headerlink" href="#install-pre-commit-hooks" title="Link to this heading">#</a></h2>
<p><a class="reference external" href="https://pre-commit.com/">pre-commit</a> hooks save time in the review process by
identifying issues with the code before a pull request is formally opened. Most
hooks can also aide in fixing the errors, and the checks should have
corresponding <a class="reference internal" href="development_workflow.html#development-workflow"><span class="std std-ref">development workflow</span></a> and
<a class="reference internal" href="pr_guide.html#pr-guidelines"><span class="std std-ref">pull request</span></a> guidelines. Hooks are configured in
<a class="reference external" href="https://github.com/matplotlib/matplotlib/blob/main/.pre-commit-config.yaml?">.pre-commit-config.yaml</a>
and include checks for spelling and formatting, flake 8 conformity, accidentally
committed files, import order, and incorrect branching.</p>
<p>Install pre-commit hooks</p>
<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>python<span class="w"> </span>-m<span class="w"> </span>pip<span class="w"> </span>install<span class="w"> </span>pre-commit
pre-commit<span class="w"> </span>install
</pre></div>
</div>
<p>Hooks are run automatically after the <code class="docutils literal notranslate"><span class="pre">git</span> <span class="pre">commit</span></code> stage of the
<a class="reference internal" href="development_workflow.html#edit-flow"><span class="std std-ref">editing workflow</span></a>. When a hook has found and fixed an error in a
file, that file must be <em>staged and committed</em> again.</p>
<p>Hooks can also be run manually. All the hooks can be run, in order as
listed in <code class="docutils literal notranslate"><span class="pre">.pre-commit-config.yaml</span></code>, against the full codebase with</p>
<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>pre-commit<span class="w"> </span>run<span class="w"> </span>--all-files
</pre></div>
</div>
<p>To run a particular hook manually, run <code class="docutils literal notranslate"><span class="pre">pre-commit</span> <span class="pre">run</span></code> with the hook id</p>
<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>pre-commit<span class="w"> </span>run<span class="w"> </span><hook<span class="w"> </span>id><span class="w"> </span>--all-files
</pre></div>
</div>
<p>Please note that the <code class="docutils literal notranslate"><span class="pre">mypy</span></code> pre-commit hook cannot check the <a class="reference internal" href="coding_guide.html#type-hints"><span class="std std-ref">Type hints</span></a>
for new functions; instead the stubs for new functions are checked using the
<code class="docutils literal notranslate"><span class="pre">stubtest</span></code> <a class="reference internal" href="development_workflow.html#automated-tests"><span class="std std-ref">CI check</span></a> and can be checked locally using
<code class="docutils literal notranslate"><span class="pre">tox</span> <span class="pre">-e</span> <span class="pre">stubtest</span></code>.</p>
</section>
</section>
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