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bridgeEvolution.html 6.6 KB

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  20. <header>
  21. <h1 class="title"><code>analysis.bridgeEvolution</code> module</h1>
  22. </header>
  23. <section id="section-intro">
  24. <p>Plot the evolution of the amount of matter in the bridge as
  25. a function of time for varying companion masses</p>
  26. <details class="source">
  27. <summary>Source code</summary>
  28. <pre><code class="python">&#34;&#34;&#34;Plot the evolution of the amount of matter in the bridge as
  29. a function of time for varying companion masses
  30. &#34;&#34;&#34;
  31. import matplotlib.pyplot as plt
  32. import numpy as np
  33. from analysis import utils
  34. from analysis.segmentation import segmentEncounter
  35. # Masses are given relative to 100, with respect to the main mass
  36. masses = [20, 50, 100, 200]
  37. labels = [&#39;1:0.25&#39;, &#39;1:0.5&#39;, &#39;1:1&#39;, &#39;1:2&#39;, &#39;1:4&#39;] # main:companion
  38. f, ax = plt.subplots(1, 1, sharey=True)
  39. for j, style in zip(range(len(masses)), [&#39;:&#39;, &#39;-.&#39;,&#39;-&#39;,&#39;--&#39;]):
  40. ts = np.linspace(4000, 10000, 61) # time range
  41. fractions = [] # fractional mass in bridge
  42. for t in ts:
  43. data = utils.loadData(&#39;{}mass&#39;.format(masses[j]), int(t))
  44. masks, _, _ = segmentEncounter(data, mode=&#39;bridge&#39;)
  45. fractions.append(np.sum(masks[0])/len(data[&#39;r_vec&#39;]))
  46. ax.plot(ts, fractions, label=labels[j], c=&#39;black&#39;, linestyle=style)
  47. ax.legend(title=&#39;main:companion&#39;, fontsize=14)
  48. utils.setAxes(ax, x=&#39;Time&#39;, y=&#39;Fractional mass in bridge&#39;,
  49. xcoords=(.9,-0.08), ycoords=(-0.08,.6))
  50. utils.setSize(ax, x=(5000,10000), y=(0,0.1))
  51. utils.stylizePlot([ax])
  52. plt.show()</code></pre>
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