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<h4 id="3D-Surface-Subplots">3D Surface Subplots<a class="anchor-link" href="#3D-Surface-Subplots">¶</a></h4>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">import</span><span class="w"> </span><span class="nn">plotly.graph_objects</span><span class="w"> </span><span class="k">as</span><span class="w"> </span><span class="nn">go</span>
<span class="kn">from</span><span class="w"> </span><span class="nn">plotly.subplots</span><span class="w"> </span><span class="kn">import</span> <span class="n">make_subplots</span>
<span class="kn">import</span><span class="w"> </span><span class="nn">numpy</span><span class="w"> </span><span class="k">as</span><span class="w"> </span><span class="nn">np</span>
<span class="c1"># Initialize figure with 4 3D subplots</span>
<span class="n">fig</span> <span class="o">=</span> <span class="n">make_subplots</span><span class="p">(</span>
<span class="n">rows</span><span class="o">=</span><span class="mi">2</span><span class="p">,</span> <span class="n">cols</span><span class="o">=</span><span class="mi">2</span><span class="p">,</span>
<span class="n">specs</span><span class="o">=</span><span class="p">[[{</span><span class="s1">'type'</span><span class="p">:</span> <span class="s1">'surface'</span><span class="p">},</span> <span class="p">{</span><span class="s1">'type'</span><span class="p">:</span> <span class="s1">'surface'</span><span class="p">}],</span>
<span class="p">[{</span><span class="s1">'type'</span><span class="p">:</span> <span class="s1">'surface'</span><span class="p">},</span> <span class="p">{</span><span class="s1">'type'</span><span class="p">:</span> <span class="s1">'surface'</span><span class="p">}]])</span>
<span class="c1"># Generate data</span>
<span class="n">x</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">linspace</span><span class="p">(</span><span class="o">-</span><span class="mi">5</span><span class="p">,</span> <span class="mi">80</span><span class="p">,</span> <span class="mi">10</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">linspace</span><span class="p">(</span><span class="o">-</span><span class="mi">5</span><span class="p">,</span> <span class="mi">60</span><span class="p">,</span> <span class="mi">10</span><span class="p">)</span>
<span class="n">xGrid</span><span class="p">,</span> <span class="n">yGrid</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="n">y</span><span class="p">,</span> <span class="n">x</span><span class="p">)</span>
<span class="n">z</span> <span class="o">=</span> <span class="n">xGrid</span> <span class="o">**</span> <span class="mi">3</span> <span class="o">+</span> <span class="n">yGrid</span> <span class="o">**</span> <span class="mi">3</span>
<span class="c1"># adding surfaces to subplots.</span>
<span class="n">fig</span><span class="o">.</span><span class="n">add_trace</span><span class="p">(</span>
<span class="n">go</span><span class="o">.</span><span class="n">Surface</span><span class="p">(</span><span class="n">x</span><span class="o">=</span><span class="n">x</span><span class="p">,</span> <span class="n">y</span><span class="o">=</span><span class="n">y</span><span class="p">,</span> <span class="n">z</span><span class="o">=</span><span class="n">z</span><span class="p">,</span> <span class="n">colorscale</span><span class="o">=</span><span class="s1">'Viridis'</span><span class="p">,</span> <span class="n">showscale</span><span class="o">=</span><span class="kc">False</span><span class="p">),</span>
<span class="n">row</span><span class="o">=</span><span class="mi">1</span><span class="p">,</span> <span class="n">col</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span>
<span class="n">fig</span><span class="o">.</span><span class="n">add_trace</span><span class="p">(</span>
<span class="n">go</span><span class="o">.</span><span class="n">Surface</span><span class="p">(</span><span class="n">x</span><span class="o">=</span><span class="n">x</span><span class="p">,</span> <span class="n">y</span><span class="o">=</span><span class="n">y</span><span class="p">,</span> <span class="n">z</span><span class="o">=</span><span class="n">z</span><span class="p">,</span> <span class="n">colorscale</span><span class="o">=</span><span class="s1">'RdBu'</span><span class="p">,</span> <span class="n">showscale</span><span class="o">=</span><span class="kc">False</span><span class="p">),</span>
<span class="n">row</span><span class="o">=</span><span class="mi">1</span><span class="p">,</span> <span class="n">col</span><span class="o">=</span><span class="mi">2</span><span class="p">)</span>
<span class="n">fig</span><span class="o">.</span><span class="n">add_trace</span><span class="p">(</span>
<span class="n">go</span><span class="o">.</span><span class="n">Surface</span><span class="p">(</span><span class="n">x</span><span class="o">=</span><span class="n">x</span><span class="p">,</span> <span class="n">y</span><span class="o">=</span><span class="n">y</span><span class="p">,</span> <span class="n">z</span><span class="o">=</span><span class="n">z</span><span class="p">,</span> <span class="n">colorscale</span><span class="o">=</span><span class="s1">'YlOrRd'</span><span class="p">,</span> <span class="n">showscale</span><span class="o">=</span><span class="kc">False</span><span class="p">),</span>
<span class="n">row</span><span class="o">=</span><span class="mi">2</span><span class="p">,</span> <span class="n">col</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span>
<span class="n">fig</span><span class="o">.</span><span class="n">add_trace</span><span class="p">(</span>
<span class="n">go</span><span class="o">.</span><span class="n">Surface</span><span class="p">(</span><span class="n">x</span><span class="o">=</span><span class="n">x</span><span class="p">,</span> <span class="n">y</span><span class="o">=</span><span class="n">y</span><span class="p">,</span> <span class="n">z</span><span class="o">=</span><span class="n">z</span><span class="p">,</span> <span class="n">colorscale</span><span class="o">=</span><span class="s1">'YlGnBu'</span><span class="p">,</span> <span class="n">showscale</span><span class="o">=</span><span class="kc">False</span><span class="p">),</span>
<span class="n">row</span><span class="o">=</span><span class="mi">2</span><span class="p">,</span> <span class="n">col</span><span class="o">=</span><span class="mi">2</span><span class="p">)</span>
<span class="n">fig</span><span class="o">.</span><span class="n">update_layout</span><span class="p">(</span>
<span class="n">title_text</span><span class="o">=</span><span class="s1">'3D subplots with different colorscales'</span><span class="p">,</span>
<span class="n">height</span><span class="o">=</span><span class="mi">800</span><span class="p">,</span>
<span class="n">width</span><span class="o">=</span><span class="mi">800</span>
<span class="p">)</span>
<span class="n">fig</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
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