docs/test_heatmap.html
<div class="highlight"><pre><span></span><span class="kn">import</span> <span class="nn">altair_recipes</span> <span class="k">as</span> <span class="nn">ar</span>
<span class="kn">from</span> <span class="nn">altair_recipes.common</span> <span class="kn">import</span> <span class="n">viz_reg_test</span>
<span class="kn">from</span> <span class="nn">altair_recipes.display_pweave</span> <span class="kn">import</span> <span class="n">show_test</span>
<span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
<span class="kn">import</span> <span class="nn">pandas</span> <span class="k">as</span> <span class="nn">pd</span>
<span class="kn">from</span> <span class="nn">vega_datasets</span> <span class="kn">import</span> <span class="n">data</span>
</pre></div>
<h2>Heatmap</h2>
<div class="highlight"><pre><span></span><span class="nd">@viz_reg_test</span>
<span class="k">def</span> <span class="nf">test_heatmap</span><span class="p">():</span>
<span class="c1"># Compute x^2 + y^2 across a 2D grid</span>
<span class="n">x</span><span class="p">,</span> <span class="n">y</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">meshgrid</span><span class="p">(</span><span class="nb">range</span><span class="p">(</span><span class="o">-</span><span class="mi">5</span><span class="p">,</span> <span class="mi">6</span><span class="p">),</span> <span class="nb">range</span><span class="p">(</span><span class="o">-</span><span class="mi">5</span><span class="p">,</span> <span class="mi">6</span><span class="p">))</span>
<span class="n">z</span> <span class="o">=</span> <span class="n">x</span> <span class="o">**</span> <span class="mi">2</span> <span class="o">+</span> <span class="n">y</span> <span class="o">**</span> <span class="mi">2</span>
<span class="c1"># Convert this grid to columnar data expected by Altair</span>
<span class="n">data</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">({</span><span class="s2">"x"</span><span class="p">:</span> <span class="n">x</span><span class="o">.</span><span class="n">ravel</span><span class="p">(),</span> <span class="s2">"y"</span><span class="p">:</span> <span class="n">y</span><span class="o">.</span><span class="n">ravel</span><span class="p">(),</span> <span class="s2">"z"</span><span class="p">:</span> <span class="n">z</span><span class="o">.</span><span class="n">ravel</span><span class="p">()})</span>
<span class="k">return</span> <span class="n">ar</span><span class="o">.</span><span class="n">heatmap</span><span class="p">(</span><span class="n">data</span><span class="p">,</span> <span class="n">x</span><span class="o">=</span><span class="s2">"x"</span><span class="p">,</span> <span class="n">y</span><span class="o">=</span><span class="s2">"y"</span><span class="p">,</span> <span class="n">color</span><span class="o">=</span><span class="s2">"z"</span><span class="p">)</span>
<span class="n">show_test</span><span class="p">(</span><span class="n">test_heatmap</span><span class="p">)</span>
</pre></div>
<div class="highlight"><pre>
/Users/antonio/Library/Caches/pypoetry/virtualenvs/altair-recipes-
WhUvyqF4-py3.9/lib/python3.9/site-
packages/ipykernel/kernelbase.py:684: RuntimeWarning: coroutine
'InProcessKernel._abort_queues' was never awaited
self._abort_queues()
RuntimeWarning: Enable tracemalloc to get the object allocation
traceback
</pre></div>
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<h2>Count Heatmap</h2>
<div class="highlight"><pre><span></span><span class="nd">@viz_reg_test</span>
<span class="k">def</span> <span class="nf">test_count_heatmap</span><span class="p">():</span>
<span class="n">source</span> <span class="o">=</span> <span class="n">data</span><span class="o">.</span><span class="n">movies</span><span class="o">.</span><span class="n">url</span>
<span class="k">return</span> <span class="n">ar</span><span class="o">.</span><span class="n">heatmap</span><span class="p">(</span>
<span class="n">source</span><span class="p">,</span> <span class="n">x</span><span class="o">=</span><span class="s2">"IMDB_Rating"</span><span class="p">,</span> <span class="n">y</span><span class="o">=</span><span class="s2">"Rotten_Tomatoes_Rating"</span><span class="p">,</span> <span class="n">color</span><span class="o">=</span><span class="s2">""</span><span class="p">,</span> <span class="n">aggregate</span><span class="o">=</span><span class="s2">"count"</span>
<span class="p">)</span>
<span class="n">show_test</span><span class="p">(</span><span class="n">test_count_heatmap</span><span class="p">)</span>
</pre></div>
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