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<div id="projectname">Penning Trap Simulation
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<div id="projectbrief">Simulate particle behavior inside a Penning Trap</div>
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<div class="headertitle"><div class="title">plot_phase_space.py</div></div>
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<div class="contents">
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<a href="plot__phase__space_8py.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a id="l00001" name="l00001"></a><span class="lineno"> 1</span> </div>
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<div class="line"><a id="l00012" name="l00012"></a><span class="lineno"> 12</span> </div>
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<div class="line"><a id="l00013" name="l00013"></a><span class="lineno"> 13</span><span class="keyword">import</span> matplotlib.pyplot <span class="keyword">as</span> plt</div>
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<div class="line"><a id="l00014" name="l00014"></a><span class="lineno"> 14</span><span class="keyword">import</span> numpy <span class="keyword">as</span> np</div>
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<div class="line"><a id="l00015" name="l00015"></a><span class="lineno"> 15</span><span class="keyword">import</span> seaborn <span class="keyword">as</span> sns</div>
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<div class="line"><a id="l00016" name="l00016"></a><span class="lineno"> 16</span> </div>
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<div class="line"><a id="l00017" name="l00017"></a><span class="lineno"> 17</span>sns.set_theme()</div>
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<div class="line"><a id="l00018" name="l00018"></a><span class="lineno"> 18</span>params = {</div>
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<div class="line"><a id="l00019" name="l00019"></a><span class="lineno"> 19</span> <span class="stringliteral">"font.family"</span>: <span class="stringliteral">"Serif"</span>,</div>
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<div class="line"><a id="l00020" name="l00020"></a><span class="lineno"> 20</span> <span class="stringliteral">"font.serif"</span>: <span class="stringliteral">"Roman"</span>,</div>
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<div class="line"><a id="l00021" name="l00021"></a><span class="lineno"> 21</span> <span class="stringliteral">"text.usetex"</span>: <span class="keyword">True</span>,</div>
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<div class="line"><a id="l00022" name="l00022"></a><span class="lineno"> 22</span> <span class="stringliteral">"axes.titlesize"</span>: <span class="stringliteral">"large"</span>,</div>
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<div class="line"><a id="l00023" name="l00023"></a><span class="lineno"> 23</span> <span class="stringliteral">"axes.labelsize"</span>: <span class="stringliteral">"large"</span>,</div>
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<div class="line"><a id="l00024" name="l00024"></a><span class="lineno"> 24</span> <span class="stringliteral">"xtick.labelsize"</span>: <span class="stringliteral">"large"</span>,</div>
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<div class="line"><a id="l00025" name="l00025"></a><span class="lineno"> 25</span> <span class="stringliteral">"ytick.labelsize"</span>: <span class="stringliteral">"large"</span>,</div>
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<div class="line"><a id="l00026" name="l00026"></a><span class="lineno"> 26</span> <span class="stringliteral">"legend.fontsize"</span>: <span class="stringliteral">"medium"</span>,</div>
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<div class="line"><a id="l00027" name="l00027"></a><span class="lineno"> 27</span>}</div>
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<div class="line"><a id="l00028" name="l00028"></a><span class="lineno"> 28</span>plt.rcParams.update(params)</div>
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<div class="line"><a id="l00029" name="l00029"></a><span class="lineno"> 29</span> </div>
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<div class="line"><a id="l00030" name="l00030"></a><span class="lineno"> 30</span> </div>
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<div class="line"><a id="l00031" name="l00031"></a><span class="lineno"> 31</span><span class="keyword">def </span>main():</div>
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<div class="line"><a id="l00032" name="l00032"></a><span class="lineno"> 32</span> directories = [</div>
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<div class="line"><a id="l00033" name="l00033"></a><span class="lineno"> 33</span> <span class="stringliteral">"output/simulate_2_particles/no_interaction/"</span>,</div>
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<div class="line"><a id="l00034" name="l00034"></a><span class="lineno"> 34</span> <span class="stringliteral">"output/simulate_2_particles/with_interaction/"</span>,</div>
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<div class="line"><a id="l00035" name="l00035"></a><span class="lineno"> 35</span> ]</div>
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<div class="line"><a id="l00036" name="l00036"></a><span class="lineno"> 36</span> files = [</div>
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<div class="line"><a id="l00037" name="l00037"></a><span class="lineno"> 37</span> <span class="stringliteral">"particle_0"</span>,</div>
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<div class="line"><a id="l00038" name="l00038"></a><span class="lineno"> 38</span> <span class="stringliteral">"particle_1"</span>,</div>
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<div class="line"><a id="l00039" name="l00039"></a><span class="lineno"> 39</span> ]</div>
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<div class="line"><a id="l00040" name="l00040"></a><span class="lineno"> 40</span> labels = [<span class="stringliteral">r"$p_1$"</span>, <span class="stringliteral">r"$p_2$"</span>]</div>
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<div class="line"><a id="l00041" name="l00041"></a><span class="lineno"> 41</span> output = [</div>
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<div class="line"><a id="l00042" name="l00042"></a><span class="lineno"> 42</span> <span class="stringliteral">"../latex/images/phase_space_no_interaction"</span>,</div>
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<div class="line"><a id="l00043" name="l00043"></a><span class="lineno"> 43</span> <span class="stringliteral">"../latex/images/phase_space_interaction"</span>,</div>
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<div class="line"><a id="l00044" name="l00044"></a><span class="lineno"> 44</span> ]</div>
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<div class="line"><a id="l00045" name="l00045"></a><span class="lineno"> 45</span> colors = [</div>
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<div class="line"><a id="l00046" name="l00046"></a><span class="lineno"> 46</span> <span class="stringliteral">"seagreen"</span>,</div>
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<div class="line"><a id="l00047" name="l00047"></a><span class="lineno"> 47</span> <span class="stringliteral">"darkred"</span>,</div>
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<div class="line"><a id="l00048" name="l00048"></a><span class="lineno"> 48</span> ]</div>
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<div class="line"><a id="l00049" name="l00049"></a><span class="lineno"> 49</span> </div>
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<div class="line"><a id="l00050" name="l00050"></a><span class="lineno"> 50</span> <span class="keywordflow">for</span> i, dir <span class="keywordflow">in</span> enumerate(directories):</div>
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<div class="line"><a id="l00051" name="l00051"></a><span class="lineno"> 51</span> fig1, axs1 = plt.subplots(sharex=<span class="keyword">True</span>)</div>
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<div class="line"><a id="l00052" name="l00052"></a><span class="lineno"> 52</span> fig2, axs2 = plt.subplots(sharex=<span class="keyword">True</span>)</div>
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<div class="line"><a id="l00053" name="l00053"></a><span class="lineno"> 53</span> <span class="keywordflow">for</span> j, (file, label, color) <span class="keywordflow">in</span> enumerate(zip(files, labels, colors)):</div>
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<div class="line"><a id="l00054" name="l00054"></a><span class="lineno"> 54</span> r = []</div>
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<div class="line"><a id="l00055" name="l00055"></a><span class="lineno"> 55</span> v = []</div>
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<div class="line"><a id="l00056" name="l00056"></a><span class="lineno"> 56</span> <span class="keyword">with</span> open(dir + file + <span class="stringliteral">"_r.txt"</span>) <span class="keyword">as</span> f:</div>
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<div class="line"><a id="l00057" name="l00057"></a><span class="lineno"> 57</span> lines = f.readlines()</div>
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<div class="line"><a id="l00058" name="l00058"></a><span class="lineno"> 58</span> r = np.array(</div>
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<div class="line"><a id="l00059" name="l00059"></a><span class="lineno"> 59</span> [list(map(float, line.strip().split(<span class="stringliteral">","</span>))) <span class="keywordflow">for</span> line <span class="keywordflow">in</span> lines]</div>
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<div class="line"><a id="l00060" name="l00060"></a><span class="lineno"> 60</span> )</div>
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<div class="line"><a id="l00061" name="l00061"></a><span class="lineno"> 61</span> </div>
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<div class="line"><a id="l00062" name="l00062"></a><span class="lineno"> 62</span> <span class="keyword">with</span> open(dir + file + <span class="stringliteral">"_v.txt"</span>) <span class="keyword">as</span> f:</div>
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<div class="line"><a id="l00063" name="l00063"></a><span class="lineno"> 63</span> lines = f.readlines()</div>
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<div class="line"><a id="l00064" name="l00064"></a><span class="lineno"> 64</span> v = np.array(</div>
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<div class="line"><a id="l00065" name="l00065"></a><span class="lineno"> 65</span> [list(map(float, line.strip().split(<span class="stringliteral">","</span>))) <span class="keywordflow">for</span> line <span class="keywordflow">in</span> lines]</div>
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<div class="line"><a id="l00066" name="l00066"></a><span class="lineno"> 66</span> )</div>
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<div class="line"><a id="l00067" name="l00067"></a><span class="lineno"> 67</span> axs1.plot(r[:, 0], v[:, 0], label=label, color=color)</div>
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<div class="line"><a id="l00068" name="l00068"></a><span class="lineno"> 68</span> axs1.plot(r[0,0], v[0,0], <span class="stringliteral">"ko"</span>)</div>
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<div class="line"><a id="l00069" name="l00069"></a><span class="lineno"> 69</span> axs2.plot(r[:, 2], v[:, 2], label=label, color=color)</div>
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<div class="line"><a id="l00070" name="l00070"></a><span class="lineno"> 70</span> axs2.plot(r[0,2], v[0,2], <span class="stringliteral">"ko"</span>)</div>
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<div class="line"><a id="l00071" name="l00071"></a><span class="lineno"> 71</span> axs1.axis(<span class="stringliteral">"equal"</span>)</div>
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<div class="line"><a id="l00072" name="l00072"></a><span class="lineno"> 72</span> axs2.axis(<span class="stringliteral">"equal"</span>)</div>
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<div class="line"><a id="l00073" name="l00073"></a><span class="lineno"> 73</span> </div>
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<div class="line"><a id="l00074" name="l00074"></a><span class="lineno"> 74</span> axs1.set(xlabel=<span class="stringliteral">r"$x (\mu m)$"</span>, ylabel=<span class="stringliteral">r"$v_x (\mu m / \mu s)$"</span>)</div>
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<div class="line"><a id="l00075" name="l00075"></a><span class="lineno"> 75</span> axs2.set(xlabel=<span class="stringliteral">r"$z (\mu m)$"</span>, ylabel=<span class="stringliteral">r"$v_z (\mu m / \mu s)$"</span>)</div>
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<div class="line"><a id="l00076" name="l00076"></a><span class="lineno"> 76</span> </div>
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<div class="line"><a id="l00077" name="l00077"></a><span class="lineno"> 77</span> axs1.legend(loc=<span class="stringliteral">"upper right"</span>)</div>
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<div class="line"><a id="l00078" name="l00078"></a><span class="lineno"> 78</span> axs2.legend(loc=<span class="stringliteral">"upper right"</span>)</div>
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<div class="line"><a id="l00079" name="l00079"></a><span class="lineno"> 79</span> </div>
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<div class="line"><a id="l00080" name="l00080"></a><span class="lineno"> 80</span> fig1.savefig(f<span class="stringliteral">"{output[i]}_x.pdf"</span>, bbox_inches=<span class="stringliteral">"tight"</span>)</div>
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<div class="line"><a id="l00081" name="l00081"></a><span class="lineno"> 81</span> fig2.savefig(f<span class="stringliteral">"{output[i]}_z.pdf"</span>, bbox_inches=<span class="stringliteral">"tight"</span>)</div>
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<div class="line"><a id="l00082" name="l00082"></a><span class="lineno"> 82</span> <span class="comment"># plt.show()</span></div>
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<div class="line"><a id="l00083" name="l00083"></a><span class="lineno"> 83</span> </div>
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<div class="line"><a id="l00084" name="l00084"></a><span class="lineno"> 84</span> </div>
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<div class="line"><a id="l00085" name="l00085"></a><span class="lineno"> 85</span><span class="keywordflow">if</span> __name__ == <span class="stringliteral">"__main__"</span>:</div>
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<div class="line"><a id="l00086" name="l00086"></a><span class="lineno"> 86</span> main()</div>
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