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<a class="reference internal nav-link" href="#seaborn.objects.Plot.on">
<code class="docutils literal notranslate">
<span class="pre">
Plot.on()
</span>
</code>
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<section id="seaborn-objects-plot-on">
<h1>seaborn.objects.Plot.on<a class="headerlink" href="#seaborn-objects-plot-on" title="Permalink to this heading">#</a></h1>
<dl class="py method">
<dt class="sig sig-object py" id="seaborn.objects.Plot.on">
<span class="sig-prename descclassname"><span class="pre">Plot.</span></span><span class="sig-name descname"><span class="pre">on</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">target</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#seaborn.objects.Plot.on" title="Permalink to this definition">#</a></dt>
<dd><p>Provide existing Matplotlib figure or axes for drawing the plot.</p>
<p>When using this method, you will also need to explicitly call a method that
triggers compilation, such as <a class="reference internal" href="seaborn.objects.Plot.show.html#seaborn.objects.Plot.show" title="seaborn.objects.Plot.show"><code class="xref py py-meth docutils literal notranslate"><span class="pre">Plot.show()</span></code></a> or <a class="reference internal" href="seaborn.objects.Plot.save.html#seaborn.objects.Plot.save" title="seaborn.objects.Plot.save"><code class="xref py py-meth docutils literal notranslate"><span class="pre">Plot.save()</span></code></a>. If you
want to postprocess using matplotlib, you’d need to call <a class="reference internal" href="seaborn.objects.Plot.plot.html#seaborn.objects.Plot.plot" title="seaborn.objects.Plot.plot"><code class="xref py py-meth docutils literal notranslate"><span class="pre">Plot.plot()</span></code></a>
first to compile the plot without rendering it.</p>
<dl class="field-list simple">
<dt class="field-odd">Parameters<span class="colon">:</span></dt>
<dd class="field-odd"><dl class="simple">
<dt><strong>target</strong><span class="classifier">Axes, SubFigure, or Figure</span></dt><dd><p>Matplotlib object to use. Passing <a class="reference external" href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.html#matplotlib.axes.Axes" title="(in Matplotlib v3.8.2)"><code class="xref py py-class docutils literal notranslate"><span class="pre">matplotlib.axes.Axes</span></code></a> will add
artists without otherwise modifying the figure. Otherwise, subplots will be
created within the space of the given <a class="reference external" href="https://matplotlib.org/stable/api/figure_api.html#matplotlib.figure.Figure" title="(in Matplotlib v3.8.2)"><code class="xref py py-class docutils literal notranslate"><span class="pre">matplotlib.figure.Figure</span></code></a> or
<a class="reference external" href="https://matplotlib.org/stable/api/figure_api.html#matplotlib.figure.SubFigure" title="(in Matplotlib v3.8.2)"><code class="xref py py-class docutils literal notranslate"><span class="pre">matplotlib.figure.SubFigure</span></code></a>.</p>
</dd>
</dl>
</dd>
</dl>
<p class="rubric">Examples</p>
<p>Passing a <a class="reference external" href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.html#matplotlib.axes.Axes" title="(in Matplotlib v3.8.2)"><code class="xref py py-class docutils literal notranslate"><span class="pre">matplotlib.axes.Axes</span></code></a> object provides functionality closest to seaborn’s axes-level plotting functions. Notice how the resulting image looks different from others created with <a class="reference internal" href="seaborn.objects.Plot.html#seaborn.objects.Plot" title="seaborn.objects.Plot"><code class="xref py py-class docutils literal notranslate"><span class="pre">Plot</span></code></a>. This is because the plot theme uses the global rcParams at the time the axes were created, rather than <a class="reference internal" href="seaborn.objects.Plot.html#seaborn.objects.Plot" title="seaborn.objects.Plot"><code class="xref py py-class docutils literal notranslate"><span class="pre">Plot</span></code></a> defaults:</p>
<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">p</span> <span class="o">=</span> <span class="n">so</span><span class="o">.</span><span class="n">Plot</span><span class="p">(</span><span class="n">diamonds</span><span class="p">,</span> <span class="s2">"carat"</span><span class="p">,</span> <span class="s2">"price"</span><span class="p">)</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">so</span><span class="o">.</span><span class="n">Dots</span><span class="p">())</span>
<span class="n">f</span><span class="p">,</span> <span class="n">ax</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">subplots</span><span class="p">()</span>
<span class="n">p</span><span class="o">.</span><span class="n">on</span><span class="p">(</span><span class="n">ax</span><span class="p">)</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
</pre></div>
</div>
<a class="reference internal image-reference" href="../_images/objects.Plot.on_2_0.png"><img alt="../_images/objects.Plot.on_2_0.png" src="../_images/objects.Plot.on_2_0.png" style="width: 513px; height: 379px;" /></a>
<p>Alternatively, calling <a class="reference external" href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.figure.html#matplotlib.pyplot.figure" title="(in Matplotlib v3.8.2)"><code class="xref py py-func docutils literal notranslate"><span class="pre">matplotlib.pyplot.figure()</span></code></a> will defer axes creation to <a class="reference internal" href="seaborn.objects.Plot.html#seaborn.objects.Plot" title="seaborn.objects.Plot"><code class="xref py py-class docutils literal notranslate"><span class="pre">Plot</span></code></a>, which will apply the default theme (and any customizations specified with <a class="reference internal" href="seaborn.objects.Plot.theme.html#seaborn.objects.Plot.theme" title="seaborn.objects.Plot.theme"><code class="xref py py-meth docutils literal notranslate"><span class="pre">Plot.theme()</span></code></a>):</p>
<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">f</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">figure</span><span class="p">()</span>
<span class="n">p</span><span class="o">.</span><span class="n">on</span><span class="p">(</span><span class="n">f</span><span class="p">)</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
</pre></div>
</div>
<a class="reference internal image-reference" href="../_images/objects.Plot.on_4_0.png"><img alt="../_images/objects.Plot.on_4_0.png" src="../_images/objects.Plot.on_4_0.png" style="width: 522px; height: 385px;" /></a>
<p>Creating a <a class="reference external" href="https://matplotlib.org/stable/api/figure_api.html#matplotlib.figure.Figure" title="(in Matplotlib v3.8.2)"><code class="xref py py-class docutils literal notranslate"><span class="pre">matplotlib.figure.Figure</span></code></a> object will bypass <code class="docutils literal notranslate"><span class="pre">pyplot</span></code> altogether. This may be useful for embedding <a class="reference internal" href="seaborn.objects.Plot.html#seaborn.objects.Plot" title="seaborn.objects.Plot"><code class="xref py py-class docutils literal notranslate"><span class="pre">Plot</span></code></a> figures in a GUI application:</p>
<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">f</span> <span class="o">=</span> <span class="n">mpl</span><span class="o">.</span><span class="n">figure</span><span class="o">.</span><span class="n">Figure</span><span class="p">()</span>
<span class="n">p</span><span class="o">.</span><span class="n">on</span><span class="p">(</span><span class="n">f</span><span class="p">)</span><span class="o">.</span><span class="n">plot</span><span class="p">()</span>
</pre></div>
</div>
<a class="reference internal image-reference" href="../_images/objects.Plot.on_6_0.png"><img alt="../_images/objects.Plot.on_6_0.png" src="../_images/objects.Plot.on_6_0.png" style="width: 483.22499999999997px; height: 357.425px;" /></a>
<p>Using <a class="reference internal" href="#seaborn.objects.Plot.on" title="seaborn.objects.Plot.on"><code class="xref py py-class docutils literal notranslate"><span class="pre">Plot.on</span></code></a> also provides access to the underlying matplotlib objects, which may be useful for deep customization. But it requires a careful attention to the order of operations by which the <a class="reference internal" href="seaborn.objects.Plot.html#seaborn.objects.Plot" title="seaborn.objects.Plot"><code class="xref py py-class docutils literal notranslate"><span class="pre">Plot</span></code></a> is specified, compiled, customized, and displayed:</p>
<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">f</span> <span class="o">=</span> <span class="n">mpl</span><span class="o">.</span><span class="n">figure</span><span class="o">.</span><span class="n">Figure</span><span class="p">()</span>
<span class="n">res</span> <span class="o">=</span> <span class="n">p</span><span class="o">.</span><span class="n">on</span><span class="p">(</span><span class="n">f</span><span class="p">)</span><span class="o">.</span><span class="n">plot</span><span class="p">()</span>
<span class="n">ax</span> <span class="o">=</span> <span class="n">f</span><span class="o">.</span><span class="n">axes</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>
<span class="n">rect</span> <span class="o">=</span> <span class="n">mpl</span><span class="o">.</span><span class="n">patches</span><span class="o">.</span><span class="n">Rectangle</span><span class="p">(</span>
<span class="n">xy</span><span class="o">=</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="mi">1</span><span class="p">),</span> <span class="n">width</span><span class="o">=</span><span class="mf">.4</span><span class="p">,</span> <span class="n">height</span><span class="o">=</span><span class="mf">.1</span><span class="p">,</span>
<span class="n">color</span><span class="o">=</span><span class="s2">"C1"</span><span class="p">,</span> <span class="n">alpha</span><span class="o">=</span><span class="mf">.2</span><span class="p">,</span>
<span class="n">transform</span><span class="o">=</span><span class="n">ax</span><span class="o">.</span><span class="n">transAxes</span><span class="p">,</span> <span class="n">clip_on</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span>
<span class="p">)</span>
<span class="n">ax</span><span class="o">.</span><span class="n">add_artist</span><span class="p">(</span><span class="n">rect</span><span class="p">)</span>
<span class="n">ax</span><span class="o">.</span><span class="n">text</span><span class="p">(</span>
<span class="n">x</span><span class="o">=</span><span class="n">rect</span><span class="o">.</span><span class="n">get_width</span><span class="p">()</span> <span class="o">/</span> <span class="mi">2</span><span class="p">,</span> <span class="n">y</span><span class="o">=</span><span class="mi">1</span> <span class="o">+</span> <span class="n">rect</span><span class="o">.</span><span class="n">get_height</span><span class="p">()</span> <span class="o">/</span> <span class="mi">2</span><span class="p">,</span>
<span class="n">s</span><span class="o">=</span><span class="s2">"Diamonds: very sparkly!"</span><span class="p">,</span> <span class="n">size</span><span class="o">=</span><span class="mi">12</span><span class="p">,</span>
<span class="n">ha</span><span class="o">=</span><span class="s2">"center"</span><span class="p">,</span> <span class="n">va</span><span class="o">=</span><span class="s2">"center"</span><span class="p">,</span> <span class="n">transform</span><span class="o">=</span><span class="n">ax</span><span class="o">.</span><span class="n">transAxes</span><span class="p">,</span>
<span class="p">)</span>
<span class="n">res</span>
</pre></div>
</div>
<a class="reference internal image-reference" href="../_images/objects.Plot.on_8_0.png"><img alt="../_images/objects.Plot.on_8_0.png" src="../_images/objects.Plot.on_8_0.png" style="width: 483.22499999999997px; height: 387.175px;" /></a>
<p>Matplotlib 3.4 introduced the concept of <a class="reference external" href="https://matplotlib.org/stable/api/figure_api.html#matplotlib.figure.Figure.subfigures" title="(in Matplotlib v3.8.2)"><code class="xref py py-meth docutils literal notranslate"><span class="pre">matplotlib.figure.Figure.subfigures()</span></code></a>, which make it easier to composite multiple arrangements of subplots. These can also be passed to <a class="reference internal" href="#seaborn.objects.Plot.on" title="seaborn.objects.Plot.on"><code class="xref py py-meth docutils literal notranslate"><span class="pre">Plot.on()</span></code></a>,</p>
<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">f</span> <span class="o">=</span> <span class="n">mpl</span><span class="o">.</span><span class="n">figure</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="p">(</span><span class="mi">7</span><span class="p">,</span> <span class="mi">4</span><span class="p">),</span> <span class="n">dpi</span><span class="o">=</span><span class="mi">100</span><span class="p">,</span> <span class="n">layout</span><span class="o">=</span><span class="s2">"constrained"</span><span class="p">)</span>
<span class="n">sf1</span><span class="p">,</span> <span class="n">sf2</span> <span class="o">=</span> <span class="n">f</span><span class="o">.</span><span class="n">subfigures</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="mi">2</span><span class="p">)</span>
<span class="n">p</span><span class="o">.</span><span class="n">on</span><span class="p">(</span><span class="n">sf1</span><span class="p">)</span><span class="o">.</span><span class="n">plot</span><span class="p">()</span>
<span class="p">(</span>
<span class="n">so</span><span class="o">.</span><span class="n">Plot</span><span class="p">(</span><span class="n">diamonds</span><span class="p">,</span> <span class="n">x</span><span class="o">=</span><span class="s2">"price"</span><span class="p">)</span>
<span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">so</span><span class="o">.</span><span class="n">Bars</span><span class="p">(),</span> <span class="n">so</span><span class="o">.</span><span class="n">Hist</span><span class="p">())</span>
<span class="o">.</span><span class="n">facet</span><span class="p">(</span><span class="n">row</span><span class="o">=</span><span class="s2">"cut"</span><span class="p">)</span>
<span class="o">.</span><span class="n">scale</span><span class="p">(</span><span class="n">x</span><span class="o">=</span><span class="s2">"log"</span><span class="p">)</span>
<span class="o">.</span><span class="n">share</span><span class="p">(</span><span class="n">y</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
<span class="o">.</span><span class="n">on</span><span class="p">(</span><span class="n">sf2</span><span class="p">)</span>
<span class="p">)</span>
</pre></div>
</div>
<a class="reference internal image-reference" href="../_images/objects.Plot.on_10_0.png"><img alt="../_images/objects.Plot.on_10_0.png" src="../_images/objects.Plot.on_10_0.png" style="width: 580.55px; height: 335.75px;" /></a>
</dd></dl>
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