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New shapes.html
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New shapes.html
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<!DOCTYPE html>
<html>
<head><meta charset="utf-8" />
<title>New shapes</title>
<script src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.1.10/require.min.js"></script>
<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/2.0.3/jquery.min.js"></script>
<style type="text/css">
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<div class=" highlight hl-ipython3"><pre><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">json</span>
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<h2 id="Look-at-the-$A$-as-a-function-of-$\beta$">Look at the $A$ as a function of $\beta$<a class="anchor-link" href="#Look-at-the-$A$-as-a-function-of-$\beta$">¶</a></h2>
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<div class=" highlight hl-ipython3"><pre><span class="n">data</span> <span class="o">=</span> <span class="n">json</span><span class="o">.</span><span class="n">load</span><span class="p">(</span><span class="nb">open</span><span class="p">(</span><span class="s2">"rc-r0.json"</span><span class="p">))</span>
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<div class=" highlight hl-ipython3"><pre><span class="n">data</span><span class="o">.</span><span class="n">keys</span><span class="p">()</span>
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<pre>[u'proplyd', u'isotropic']</pre>
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<div class=" highlight hl-ipython3"><pre><span class="n">betastrings</span> <span class="o">=</span> <span class="n">data</span><span class="p">[</span><span class="s1">'proplyd'</span><span class="p">]</span><span class="o">.</span><span class="n">keys</span><span class="p">()</span>
<span class="n">betas</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">([</span><span class="nb">float</span><span class="p">(</span><span class="n">b</span><span class="p">)</span> <span class="k">for</span> <span class="n">b</span> <span class="ow">in</span> <span class="nb">sorted</span><span class="p">(</span><span class="n">betastrings</span><span class="p">)])</span>
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<div class=" highlight hl-ipython3"><pre><span class="n">fig</span><span class="p">,</span> <span class="p">(</span><span class="n">ax1</span><span class="p">,</span> <span class="n">ax2</span><span class="p">)</span> <span class="o">=</span> <span class="n">subplots</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="k">for</span> <span class="n">model</span><span class="p">,</span> <span class="n">style</span><span class="p">,</span> <span class="n">alpha</span> <span class="ow">in</span> <span class="p">[</span><span class="s1">'isotropic'</span><span class="p">,</span> <span class="s1">'o'</span><span class="p">,</span> <span class="mf">0.3</span><span class="p">],</span> <span class="p">[</span><span class="s1">'proplyd'</span><span class="p">,</span> <span class="s1">'.'</span><span class="p">,</span> <span class="mf">0.8</span><span class="p">]:</span>
<span class="n">Ns</span> <span class="o">=</span> <span class="p">[</span><span class="nb">len</span><span class="p">(</span><span class="n">data</span><span class="p">[</span><span class="n">model</span><span class="p">][</span><span class="n">beta</span><span class="p">][</span><span class="s1">'inc'</span><span class="p">])</span> <span class="k">for</span> <span class="n">beta</span> <span class="ow">in</span> <span class="nb">sorted</span><span class="p">(</span><span class="n">betastrings</span><span class="p">)]</span>
<span class="n">N</span> <span class="o">=</span> <span class="nb">max</span><span class="p">(</span><span class="n">Ns</span><span class="p">)</span>
<span class="nb">print</span> <span class="n">Ns</span><span class="p">,</span> <span class="n">N</span>
<span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="n">N</span><span class="p">,</span> <span class="mi">8</span><span class="p">):</span>
<span class="n">incs</span> <span class="o">=</span> <span class="p">[</span><span class="n">data</span><span class="p">[</span><span class="n">model</span><span class="p">][</span><span class="n">beta</span><span class="p">][</span><span class="s1">'inc'</span><span class="p">][</span><span class="n">i</span><span class="p">]</span> <span class="k">for</span> <span class="n">beta</span> <span class="ow">in</span> <span class="nb">sorted</span><span class="p">(</span><span class="n">betastrings</span><span class="p">)</span>
<span class="k">if</span> <span class="n">i</span> <span class="o"><</span> <span class="nb">len</span><span class="p">(</span><span class="n">data</span><span class="p">[</span><span class="n">model</span><span class="p">][</span><span class="n">beta</span><span class="p">][</span><span class="s1">'inc'</span><span class="p">])]</span>
<span class="c1"># assert np.alltrue([inc == incs[0] for inc in incs]), (i, incs)</span>
<span class="n">Rcs</span> <span class="o">=</span> <span class="p">[</span><span class="n">data</span><span class="p">[</span><span class="n">model</span><span class="p">][</span><span class="n">beta</span><span class="p">][</span><span class="s1">'Rc'</span><span class="p">][</span><span class="n">i</span><span class="p">]</span> <span class="k">for</span> <span class="n">beta</span> <span class="ow">in</span> <span class="nb">sorted</span><span class="p">(</span><span class="n">betastrings</span><span class="p">)</span>
<span class="k">if</span> <span class="n">i</span> <span class="o"><</span> <span class="nb">len</span><span class="p">(</span><span class="n">data</span><span class="p">[</span><span class="n">model</span><span class="p">][</span><span class="n">beta</span><span class="p">][</span><span class="s1">'inc'</span><span class="p">])]</span>
<span class="n">R0s</span> <span class="o">=</span> <span class="p">[</span><span class="n">data</span><span class="p">[</span><span class="n">model</span><span class="p">][</span><span class="n">beta</span><span class="p">][</span><span class="s2">"R0'"</span><span class="p">][</span><span class="n">i</span><span class="p">]</span> <span class="k">for</span> <span class="n">beta</span> <span class="ow">in</span> <span class="nb">sorted</span><span class="p">(</span><span class="n">betastrings</span><span class="p">)</span>
<span class="k">if</span> <span class="n">i</span> <span class="o"><</span> <span class="nb">len</span><span class="p">(</span><span class="n">data</span><span class="p">[</span><span class="n">model</span><span class="p">][</span><span class="n">beta</span><span class="p">][</span><span class="s1">'inc'</span><span class="p">])]</span>
<span class="n">Rcs</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">(</span><span class="n">Rcs</span><span class="p">)</span>
<span class="n">R0s</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">(</span><span class="n">R0s</span><span class="p">)</span>
<span class="n">m</span> <span class="o">=</span> <span class="nb">len</span><span class="p">(</span><span class="n">Rcs</span><span class="p">)</span>
<span class="n">ax1</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">betas</span><span class="p">[:</span><span class="n">m</span><span class="p">],</span> <span class="n">Rcs</span><span class="o">/</span><span class="n">R0s</span><span class="p">,</span> <span class="n">style</span><span class="p">,</span> <span class="n">lw</span><span class="o">=</span><span class="mi">2</span><span class="p">,</span> <span class="n">alpha</span><span class="o">=</span><span class="n">alpha</span><span class="p">,</span>
<span class="n">label</span><span class="o">=</span><span class="s2">"{}: i = {:.1f}"</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">model</span><span class="p">,</span> <span class="n">np</span><span class="o">.</span><span class="n">degrees</span><span class="p">(</span><span class="n">incs</span><span class="p">[</span><span class="mi">0</span><span class="p">])))</span>
<span class="n">ax2</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">betas</span><span class="p">[:</span><span class="n">m</span><span class="p">],</span> <span class="n">R0s</span><span class="o">/</span><span class="n">np</span><span class="o">.</span><span class="n">cos</span><span class="p">(</span><span class="n">incs</span><span class="p">[</span><span class="mi">0</span><span class="p">]),</span> <span class="n">style</span><span class="p">,</span> <span class="n">lw</span><span class="o">=</span><span class="mi">2</span><span class="p">,</span> <span class="n">alpha</span><span class="o">=</span><span class="n">alpha</span><span class="p">)</span>
<span class="n">ax1</span><span class="o">.</span><span class="n">fill_between</span><span class="p">([</span><span class="n">betas</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span> <span class="n">betas</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">]],</span> <span class="p">[</span><span class="mf">1.0</span><span class="p">,</span> <span class="mf">1.0</span><span class="p">],</span> <span class="p">[</span><span class="mf">2.0</span><span class="p">,</span> <span class="mf">2.0</span><span class="p">],</span> <span class="n">alpha</span><span class="o">=</span><span class="mf">0.1</span><span class="p">)</span>
<span class="n">ax2</span><span class="o">.</span><span class="n">fill_between</span><span class="p">([</span><span class="n">betas</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span> <span class="n">betas</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">]],</span> <span class="p">[</span><span class="mf">0.1</span><span class="p">,</span> <span class="mf">0.1</span><span class="p">],</span> <span class="p">[</span><span class="mf">0.35</span><span class="p">,</span> <span class="mf">0.35</span><span class="p">],</span> <span class="n">alpha</span><span class="o">=</span><span class="mf">0.1</span><span class="p">)</span>
<span class="n">ax1</span><span class="o">.</span><span class="n">set_ylim</span><span class="p">(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mf">4.0</span><span class="p">)</span>
<span class="n">ax2</span><span class="o">.</span><span class="n">set_ylim</span><span class="p">(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mf">1.5</span><span class="p">)</span>
<span class="n">ax1</span><span class="o">.</span><span class="n">set_ylabel</span><span class="p">(</span><span class="s2">"A' = Rc'/R0'"</span><span class="p">)</span>
<span class="n">ax1</span><span class="o">.</span><span class="n">set_xlabel</span><span class="p">(</span><span class="s2">"beta"</span><span class="p">)</span>
<span class="n">ax2</span><span class="o">.</span><span class="n">set_ylabel</span><span class="p">(</span><span class="s2">"R0'/D'"</span><span class="p">)</span>
<span class="n">ax2</span><span class="o">.</span><span class="n">set_xlabel</span><span class="p">(</span><span class="s2">"beta"</span><span class="p">)</span>
<span class="c1">#ax1.legend(ncol=2, loc="lower right")</span>
<span class="n">fig</span><span class="o">.</span><span class="n">set_size_inches</span><span class="p">(</span><span class="mi">16</span><span class="p">,</span> <span class="mi">12</span><span class="p">)</span>
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<pre>[100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100] 100
[90, 86, 84, 82, 80, 79, 78, 77, 76, 75, 74, 73, 72, 72, 71, 70, 70, 69, 69, 68, 67, 67, 66, 66, 65, 65, 65, 64, 64, 63, 63, 62, 62, 62, 61, 61, 61, 60, 60, 59, 59, 59, 58, 58, 58, 57, 57, 57, 57, 56] 90
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