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<h1>Source code :: main</a></h1>
<pre><font face="Lucida,Courier New"><a class="viewcode-back" href="javascript:history.go(-1)">[Return]</a><br/><a class="viewcode-back" href="main.py">[Download]</a><font color="#008000">#!/usr/bin/python2</font>
<font color="#008000"># -*- coding: utf-8 -*-</font>
<font color="#004080">""" CREATED: 7/2012
AUTHOR: MICHAL ODSTRČIL
"""</font>
<font color="#C00000">import</font> <font color="#000000">matplotlib</font>
<font color="#000000">matplotlib</font><font color="#0000C0">.</font><font color="#000000">rcParams</font><font color="#0000C0">[</font><font color="#004080">'backend'</font><font color="#0000C0">]</font> <font color="#0000C0">=</font> <font color="#004080">'Agg'</font>
<font color="#000000">matplotlib</font><font color="#0000C0">.</font><font color="#000000">rc</font><font color="#0000C0">(</font><font color="#004080">'font'</font><font color="#0000C0">,</font> <font color="#000000">size</font><font color="#0000C0">=</font><font color="#004080">'10'</font><font color="#0000C0">)</font>
<font color="#000000">matplotlib</font><font color="#0000C0">.</font><font color="#000000">rc</font><font color="#0000C0">(</font><font color="#004080">'text'</font><font color="#0000C0">,</font> <font color="#000000">usetex</font><font color="#0000C0">=</font><font color="#000000">True</font><font color="#0000C0">)</font> <font color="#008000"># FIXME !! nicer but slower !!!</font>
<font color="#C00000">import</font> <font color="#000000">pygolem_lite</font>
<font color="#C00000">from</font> <font color="#000000">pygolem_lite</font> <font color="#C00000">import</font> <font color="#000000">Shot</font>
<font color="#C00000">from</font> <font color="#000000">numpy</font> <font color="#C00000">import</font> <font color="#0000C0">*</font>
<font color="#C00000">from</font> <font color="#000000">pygolem_lite</font><font color="#0000C0">.</font><font color="#000000">config</font> <font color="#C00000">import</font> <font color="#0000C0">*</font>
<font color="#C00000">from</font> <font color="#000000">pygolem_lite</font><font color="#0000C0">.</font><font color="#000000">modules</font> <font color="#C00000">import</font> <font color="#0000C0">*</font>
<font color="#C00000">from</font> <font color="#000000">matplotlib</font><font color="#0000C0">.</font><font color="#000000">pyplot</font> <font color="#C00000">import</font> <font color="#0000C0">*</font>
<font color="#C00000">import</font> <font color="#000000">time</font>
<font color="#C00000">from</font> <font color="#000000">shutil</font> <font color="#C00000">import</font> <font color="#000000">copy</font><font color="#0000C0">,</font> <font color="#000000">move</font>
<font color="#C00000">import</font> <font color="#000000">os</font>
<font color="#C00000">from</font> <font color="#000000">scipy</font><font color="#0000C0">.</font><font color="#000000">interpolate</font> <font color="#C00000">import</font> <font color="#000000">interp1d</font>
<font color="#C00000">def</font> <font color="#000000">analysis</font><font color="#0000C0">(</font><font color="#0000C0">)</font><font color="#0000C0">:</font>
<font color="#C00000">try</font><font color="#0000C0">:</font>
<font color="#000000">Data</font> <font color="#0000C0">=</font> <font color="#000000">Shot</font><font color="#0000C0">(</font><font color="#0000C0">)</font>
<font color="#000000">I</font> <font color="#0000C0">=</font> <font color="#000000">Data</font><font color="#0000C0">[</font><font color="#004080">'plasma_current_mean'</font><font color="#0000C0">]</font> <font color="#0000C0">*</font> <font color="#0080C0">1e-6</font>
<font color="#000000">Bt</font> <font color="#0000C0">=</font> <font color="#000000">Data</font><font color="#0000C0">[</font><font color="#004080">'toroidal_field_mean'</font><font color="#0000C0">]</font>
<font color="#000000">P</font> <font color="#0000C0">=</font> <font color="#000000">Data</font><font color="#0000C0">[</font><font color="#004080">'input_power_mean'</font><font color="#0000C0">]</font><font color="#0000C0">*</font><font color="#0080C0">1e-3</font>
<font color="#000000">n</font> <font color="#0000C0">=</font> <font color="#000000">Data</font><font color="#0000C0">[</font><font color="#004080">'electron_density_mean'</font><font color="#0000C0">]</font> <font color="#0000C0">*</font> <font color="#0080C0">1e-19</font>
<font color="#000000">M</font> <font color="#0000C0">=</font> <font color="#0080C0">1</font> <font color="#008000"># hydrogen !!</font>
<font color="#000000">R</font> <font color="#0000C0">=</font> <font color="#000000">MajorRadius</font>
<font color="#000000">eps</font> <font color="#0000C0">=</font> <font color="#000000">Aspect</font>
<font color="#000000">kappa</font> <font color="#0000C0">=</font> <font color="#0080C0">1</font>
<font color="#000000">const</font> <font color="#0000C0">=</font> <font color="#0080C0">5.62e-2</font>
<font color="#C00000">print</font> <font color="#004080">"I"</font><font color="#0000C0">,</font><font color="#000000">I</font>
<font color="#C00000">print</font> <font color="#004080">"B"</font><font color="#0000C0">,</font> <font color="#000000">Bt</font>
<font color="#C00000">print</font> <font color="#004080">"P"</font><font color="#0000C0">,</font> <font color="#000000">P</font>
<font color="#C00000">print</font> <font color="#004080">"n"</font><font color="#0000C0">,</font> <font color="#000000">n</font>
<font color="#C00000">print</font> <font color="#004080">"R"</font><font color="#0000C0">,</font> <font color="#000000">R</font>
<font color="#C00000">print</font> <font color="#004080">"Aspect"</font><font color="#0000C0">,</font> <font color="#000000">Aspect</font>
<font color="#000000">t_98</font> <font color="#0000C0">=</font> <font color="#000000">const</font><font color="#0000C0">*</font><font color="#000000">I</font><font color="#0000C0">**</font><font color="#0080C0">0.93</font><font color="#0000C0">*</font><font color="#000000">Bt</font><font color="#0000C0">**</font><font color="#0080C0">0.15</font><font color="#0000C0">*</font><font color="#000000">P</font><font color="#0000C0">**</font><font color="#0000C0">-</font><font color="#0080C0">0.69</font><font color="#0000C0">*</font><font color="#000000">n</font><font color="#0000C0">**</font><font color="#0080C0">0.41</font><font color="#0000C0">*</font><font color="#000000">M</font><font color="#0000C0">**</font><font color="#0080C0">0.18</font><font color="#0000C0">*</font><font color="#000000">R</font><font color="#0000C0">**</font><font color="#0080C0">1.97</font><font color="#0000C0">*</font><font color="#000000">eps</font><font color="#0000C0">**</font><font color="#0080C0">0.58</font><font color="#0000C0">*</font><font color="#000000">kappa</font><font color="#0000C0">**</font><font color="#0080C0">0.78</font>
<font color="#C00000">print</font> <font color="#004080">"confinent time = "</font><font color="#0000C0">,</font> <font color="#000000">t_98</font> <font color="#0000C0">*</font> <font color="#0080C0">1e6</font>
<font color="#000000">saveconst</font><font color="#0000C0">(</font><font color="#004080">'t_98'</font><font color="#0000C0">,</font> <font color="#000000">t_98</font><font color="#0000C0">)</font>
<font color="#C00000">except</font> <font color="#000000">Exception</font><font color="#0000C0">,</font> <font color="#000000">e</font><font color="#0000C0">:</font>
<font color="#C00000">print</font> <font color="#004080">" confinent time failed "</font><font color="#0000C0">,</font> <font color="#000000">e</font><font color="#0000C0">.</font><font color="#000000">__str__</font><font color="#0000C0">(</font><font color="#0000C0">)</font>
<font color="#C00000">def</font> <font color="#000000">plot_data</font><font color="#0000C0">(</font><font color="#000000">file_type</font><font color="#0000C0">)</font><font color="#0000C0">:</font>
<font color="#000000">data</font> <font color="#0000C0">=</font> <font color="#000000">Shot</font><font color="#0000C0">(</font><font color="#0000C0">)</font>
<font color="#000000">plasma</font> <font color="#0000C0">=</font> <font color="#000000">data</font><font color="#0000C0">[</font><font color="#004080">'plasma'</font><font color="#0000C0">]</font>
<font color="#000000">start</font> <font color="#0000C0">=</font> <font color="#000000">data</font><font color="#0000C0">[</font><font color="#004080">'plasma_start'</font><font color="#0000C0">]</font><font color="#0000C0">*</font><font color="#0080C0">1e3</font>
<font color="#000000">end</font> <font color="#0000C0">=</font> <font color="#000000">data</font><font color="#0000C0">[</font><font color="#004080">'plasma_end'</font><font color="#0000C0">]</font><font color="#0000C0">*</font><font color="#0080C0">1e3</font>
<font color="#000000">nGW_limit</font> <font color="#0000C0">=</font> <font color="#0080C0">3</font> <font color="#008000"># n/nGW < 3 </font>
<font color="#000000">calb_photo</font> <font color="#0000C0">=</font> <font color="#0080C0">10</font> <font color="#008000"># guess of absolute calbration of photodiode !!</font>
<font color="#C00000">if</font> <font color="#C00000">not</font> <font color="#000000">plasma</font><font color="#0000C0">:</font>
<font color="#000000">t_cd</font><font color="#0000C0">,</font> <font color="#000000">I_cd</font> <font color="#0000C0">=</font> <font color="#000000">Shot</font><font color="#0000C0">(</font><font color="#0000C0">)</font><font color="#0000C0">[</font><font color="#004080">'current_cd_coils'</font><font color="#0000C0">]</font> <font color="#008000"># current drive coils current</font>
<font color="#008000">#plot(t_cd, I_cd)</font>
<font color="#008000">#savefig('I_cd.png')</font>
<font color="#008000">#clf()</font>
<font color="#000000">_</font><font color="#0000C0">,</font> <font color="#000000">I_cd</font><font color="#0000C0">,</font> <font color="#000000">_</font> <font color="#0000C0">=</font> <font color="#000000">DiffFilter</font><font color="#0000C0">(</font><font color="#000000">I_cd</font><font color="#0000C0">,</font> <font color="#000000">mean</font><font color="#0000C0">(</font><font color="#000000">diff</font><font color="#0000C0">(</font><font color="#000000">t_cd</font><font color="#0000C0">)</font><font color="#0000C0">)</font><font color="#0000C0">,</font> <font color="#0080C0">1000</font><font color="#0000C0">,</font> <font color="#0080C0">1e2</font><font color="#0000C0">)</font> <font color="#008000"># smooth the data </font>
<font color="#000000">t_PHI</font><font color="#0000C0">,</font> <font color="#000000">PHI</font> <font color="#0000C0">=</font> <font color="#000000">Shot</font><font color="#0000C0">(</font><font color="#0000C0">)</font><font color="#0000C0">[</font><font color="#004080">'total_magnetic_flux'</font><font color="#0000C0">]</font>
<font color="#000000">I_cd</font> <font color="#0000C0">=</font> <font color="#000000">interp</font><font color="#0000C0">(</font><font color="#000000">t_PHI</font><font color="#0000C0">,</font> <font color="#000000">t_cd</font><font color="#0000C0">,</font> <font color="#000000">squeeze</font><font color="#0000C0">(</font><font color="#000000">I_cd</font><font color="#0000C0">)</font><font color="#0000C0">,</font> <font color="#000000">left</font><font color="#0000C0">=</font><font color="#0080C0">0</font><font color="#0000C0">,</font> <font color="#000000">right</font><font color="#0000C0">=</font><font color="#0080C0">0</font><font color="#0000C0">)</font>
<font color="#000000">data</font> <font color="#0000C0">=</font> <font color="#0000C0">[</font><font color="#0000C0">[</font><font color="#000000">get_data</font><font color="#0000C0">(</font><font color="#004080">'total_magnetic_flux'</font><font color="#0000C0">,</font> <font color="#004080">'Total magnetic flux $\Phi$'</font><font color="#0000C0">,</font> <font color="#004080">'$\Psi$ [Vs]'</font><font color="#0000C0">,</font> <font color="#000000">xlim</font> <font color="#0000C0">=</font> <font color="#0000C0">[</font><font color="#0080C0">0</font><font color="#0000C0">,</font> <font color="#0080C0">40</font><font color="#0000C0">]</font><font color="#0000C0">,</font> <font color="#000000">reduction</font> <font color="#0000C0">=</font> <font color="#000000">True</font><font color="#0000C0">)</font><font color="#0000C0">,</font>
<font color="#000000">get_data</font><font color="#0000C0">(</font><font color="#0000C0">[</font><font color="#000000">array</font><font color="#0000C0">(</font><font color="#0000C0">[</font><font color="#0080C0">0</font><font color="#0000C0">,</font> <font color="#0080C0">40</font><font color="#0000C0">]</font><font color="#0000C0">)</font><font color="#0000C0">*</font><font color="#0080C0">1e-3</font><font color="#0000C0">,</font> <font color="#000000">ones</font><font color="#0000C0">(</font><font color="#0080C0">2</font><font color="#0000C0">)</font><font color="#0000C0">*</font><font color="#000000">MaxTransformatorSaturation</font><font color="#0000C0">]</font><font color="#0000C0">,</font> <font color="#004080">'Max saturation'</font><font color="#0000C0">,</font> <font color="#004080">'$\Psi$ [Vs]'</font> <font color="#0000C0">,</font> <font color="#000000">ylim</font> <font color="#0000C0">=</font> <font color="#0000C0">[</font><font color="#0080C0">0</font><font color="#0000C0">,</font><font color="#0080C0">0.18</font><font color="#0000C0">]</font><font color="#0000C0">,</font> <font color="#000000">xlim</font> <font color="#0000C0">=</font> <font color="#0000C0">[</font><font color="#0080C0">0</font><font color="#0000C0">,</font> <font color="#0080C0">40</font><font color="#0000C0">]</font><font color="#0000C0">,</font> <font color="#000000">reduction</font> <font color="#0000C0">=</font> <font color="#000000">True</font><font color="#0000C0">)</font><font color="#0000C0">]</font><font color="#0000C0">,</font>
<font color="#000000">get_data</font><font color="#0000C0">(</font> <font color="#0000C0">[</font><font color="#000000">t_PHI</font><font color="#0000C0">,</font> <font color="#000000">I_cd</font><font color="#0000C0">]</font> <font color="#0000C0">,</font> <font color="#004080">'Current drive I'</font><font color="#0000C0">,</font> <font color="#004080">'I [A]'</font><font color="#0000C0">,</font> <font color="#000000">xlabel</font> <font color="#0000C0">=</font> <font color="#004080">'Time [ms]'</font><font color="#0000C0">,</font> <font color="#000000">xlim</font> <font color="#0000C0">=</font> <font color="#0000C0">[</font><font color="#0080C0">0</font><font color="#0000C0">,</font> <font color="#0080C0">40</font><font color="#0000C0">]</font><font color="#0000C0">,</font> <font color="#000000">tvec_rescale</font><font color="#0000C0">=</font><font color="#0080C0">1e3</font><font color="#0000C0">)</font><font color="#0000C0">,</font>
<font color="#0000C0">]</font>
<font color="#000000">paralel_multiplot</font><font color="#0000C0">(</font><font color="#000000">data</font><font color="#0000C0">,</font> <font color="#004080">'Total magnetic flux'</font><font color="#0000C0">,</font> <font color="#004080">'magnetic_flux'</font><font color="#0000C0">,</font> <font color="#0000C0">(</font><font color="#0080C0">9</font><font color="#0000C0">,</font><font color="#0080C0">6</font><font color="#0000C0">)</font><font color="#0000C0">,</font> <font color="#0080C0">100</font><font color="#0000C0">,</font> <font color="#004080">'vertical'</font><font color="#0000C0">,</font> <font color="#000000">file_type</font><font color="#0000C0">)</font>
<font color="#000000">plot</font><font color="#0000C0">(</font> <font color="#000000">I_cd</font><font color="#0000C0">,</font><font color="#000000">PHI</font><font color="#0000C0">)</font>
<font color="#008000">#plot( PHI)</font>
<font color="#000000">savefig</font><font color="#0000C0">(</font><font color="#004080">'I.png'</font><font color="#0000C0">)</font>
<font color="#000000">clf</font><font color="#0000C0">(</font><font color="#0000C0">)</font>
<font color="#000000">data</font> <font color="#0000C0">=</font> <font color="#000000">get_data</font><font color="#0000C0">(</font> <font color="#0000C0">[</font><font color="#000000">I_cd</font><font color="#0000C0">,</font> <font color="#000000">PHI</font> <font color="#0000C0">]</font> <font color="#0000C0">,</font> <font color="#004080">'Hysteresis curve'</font><font color="#0000C0">,</font> <font color="#004080">'$\Phi$ [Vs]'</font><font color="#0000C0">,</font> <font color="#000000">xlabel</font> <font color="#0000C0">=</font> <font color="#004080">'I [A]'</font><font color="#0000C0">,</font><font color="#000000">xlim</font><font color="#0000C0">=</font><font color="#0000C0">[</font><font color="#000000">amin</font><font color="#0000C0">(</font><font color="#000000">I_cd</font><font color="#0000C0">)</font><font color="#0000C0">,</font> <font color="#000000">amax</font><font color="#0000C0">(</font><font color="#000000">I_cd</font><font color="#0000C0">)</font><font color="#0000C0">]</font><font color="#0000C0">,</font> <font color="#000000">plot_limits</font> <font color="#0000C0">=</font> <font color="#000000">False</font><font color="#0000C0">,</font> <font color="#000000">tvec_rescale</font><font color="#0000C0">=</font><font color="#0080C0">1</font><font color="#0000C0">)</font>
<font color="#000000">paralel_multiplot</font><font color="#0000C0">(</font><font color="#000000">data</font><font color="#0000C0">,</font> <font color="#004080">'Hysteresis curve'</font><font color="#0000C0">,</font> <font color="#004080">'hysteresis'</font><font color="#0000C0">,</font> <font color="#0000C0">(</font><font color="#0080C0">9</font><font color="#0000C0">,</font><font color="#0080C0">3</font><font color="#0000C0">)</font><font color="#0000C0">,</font> <font color="#0080C0">100</font><font color="#0000C0">,</font> <font color="#004080">'vertical'</font><font color="#0000C0">,</font> <font color="#000000">file_type</font><font color="#0000C0">)</font>
<font color="#000000">paralel_multiplot</font><font color="#0000C0">(</font><font color="#000000">data</font><font color="#0000C0">,</font> <font color="#004080">""</font> <font color="#0000C0">,</font> <font color="#004080">'icon'</font><font color="#0000C0">,</font> <font color="#0000C0">(</font><font color="#0080C0">4</font><font color="#0000C0">,</font><font color="#0080C0">3</font><font color="#0000C0">)</font><font color="#0000C0">,</font> <font color="#0080C0">40</font><font color="#0000C0">)</font>
<font color="#C00000">return</font>
<font color="#000000">t0</font> <font color="#0000C0">=</font> <font color="#000000">time</font><font color="#0000C0">.</font><font color="#000000">time</font><font color="#0000C0">(</font><font color="#0000C0">)</font>
<font color="#000000">tvec</font><font color="#0000C0">,</font> <font color="#000000">Q95</font> <font color="#0000C0">=</font> <font color="#000000">Shot</font><font color="#0000C0">(</font><font color="#0000C0">)</font><font color="#0000C0">[</font><font color="#004080">'Q95'</font><font color="#0000C0">]</font>
<font color="#C00000">try</font><font color="#0000C0">:</font>
<font color="#000000">ne_corr</font> <font color="#0000C0">=</font> <font color="#000000">r0</font><font color="#0000C0">/</font><font color="#000000">a</font><font color="#0000C0">*</font><font color="#0000C0">(</font><font color="#000000">pos_part</font><font color="#0000C0">(</font><font color="#0080C0">1</font><font color="#0000C0">-</font><font color="#000000">R</font><font color="#0000C0">/</font><font color="#000000">r0</font><font color="#0000C0">)</font><font color="#0000C0">)</font><font color="#0000C0">**</font><font color="#0080C0">1.5</font>
<font color="#C00000">except</font><font color="#0000C0">:</font>
<font color="#000000">tvec_n_e</font> <font color="#0000C0">=</font> <font color="#000000">tvec</font>
<font color="#C00000">try</font><font color="#0000C0">:</font>
<font color="#000000">tvec_r</font><font color="#0000C0">,</font> <font color="#000000">plasma_radius</font> <font color="#0000C0">=</font> <font color="#000000">Shot</font><font color="#0000C0">(</font><font color="#0000C0">)</font><font color="#0000C0">[</font><font color="#004080">'plasma_radius'</font><font color="#0000C0">]</font>
<font color="#000000">plasma_radius_f</font> <font color="#0000C0">=</font> <font color="#000000">interp1d</font><font color="#0000C0">(</font><font color="#000000">tvec_r</font><font color="#0000C0">,</font> <font color="#000000">plasma_radius</font><font color="#0000C0">,</font> <font color="#000000">fill_value</font> <font color="#0000C0">=</font> <font color="#0080C0">0</font><font color="#0000C0">,</font> <font color="#000000">bounds_error</font> <font color="#0000C0">=</font> <font color="#000000">False</font><font color="#0000C0">)</font>
<font color="#000000">corr</font> <font color="#0000C0">=</font> <font color="#0000C0">(</font><font color="#000000">plasma_radius_f</font><font color="#0000C0">(</font><font color="#000000">tvec</font><font color="#0000C0">)</font> <font color="#0000C0">/</font> <font color="#000000">MeanPlasmaRadius</font> <font color="#0000C0">)</font> <font color="#0000C0">**</font> <font color="#0080C0">2</font> <font color="#008000"># corrected for plasma readius</font>
<font color="#000000">corr</font><font color="#0000C0">[</font> <font color="#000000">corr</font> <font color="#0000C0"><</font> <font color="#0080C0">0.3</font> <font color="#0000C0">]</font> <font color="#0000C0">=</font> <font color="#000000">nan</font>
<font color="#C00000">if</font> <font color="#000000">all</font><font color="#0000C0">(</font><font color="#000000">isnan</font><font color="#0000C0">(</font><font color="#000000">corr</font><font color="#0000C0">)</font><font color="#0000C0">)</font><font color="#0000C0">:</font>
<font color="#C00000">del</font> <font color="#000000">corr</font>
<font color="#C00000">except</font><font color="#0000C0">:</font>
<font color="#C00000">print</font> <font color="#004080">"correction on plasma position failed"</font>
<font color="#000000">tvec_gw</font><font color="#0000C0">,</font> <font color="#000000">nGW</font> <font color="#0000C0">=</font> <font color="#000000">Shot</font><font color="#0000C0">(</font><font color="#0000C0">)</font><font color="#0000C0">[</font><font color="#004080">'greenwald_density'</font><font color="#0000C0">]</font>
<font color="#000000">nGW_med</font> <font color="#0000C0">=</font> <font color="#000000">max</font><font color="#0000C0">(</font><font color="#000000">nGW</font><font color="#0000C0">[</font><font color="#0000C0">(</font><font color="#000000">tvec_gw</font> <font color="#0000C0">></font> <font color="#000000">start</font><font color="#0000C0">*</font><font color="#0080C0">1e-3</font><font color="#0000C0">)</font> <font color="#0000C0">&</font> <font color="#0000C0">(</font><font color="#000000">tvec_gw</font> <font color="#0000C0"><</font> <font color="#000000">end</font><font color="#0000C0">*</font><font color="#0080C0">1e-3</font><font color="#0000C0">)</font><font color="#0000C0">]</font><font color="#0000C0">)</font>
<font color="#C00000">try</font><font color="#0000C0">:</font>
<font color="#000000">tvec_n_e</font><font color="#0000C0">,</font> <font color="#000000">n_e</font> <font color="#0000C0">=</font> <font color="#000000">Shot</font><font color="#0000C0">(</font><font color="#0000C0">)</font><font color="#0000C0">[</font><font color="#004080">'electron_density'</font><font color="#0000C0">]</font>
<font color="#C00000">except</font><font color="#0000C0">:</font>
<font color="#C00000">print</font> <font color="#004080">"electron_density failed"</font>
<font color="#C00000">try</font><font color="#0000C0">:</font>
<font color="#000000">tvec_r</font><font color="#0000C0">,</font> <font color="#000000">R_position</font> <font color="#0000C0">=</font> <font color="#000000">Shot</font><font color="#0000C0">(</font><font color="#0000C0">)</font><font color="#0000C0">[</font><font color="#004080">'plasma_position_r'</font><font color="#0000C0">]</font>
<font color="#000000">plasma_R_pos_f</font> <font color="#0000C0">=</font> <font color="#000000">interp1d</font><font color="#0000C0">(</font><font color="#000000">tvec_r</font><font color="#0000C0">,</font> <font color="#000000">R_position</font><font color="#0000C0">,</font> <font color="#000000">fill_value</font> <font color="#0000C0">=</font> <font color="#0080C0">0</font><font color="#0000C0">,</font> <font color="#000000">bounds_error</font> <font color="#0000C0">=</font> <font color="#000000">False</font><font color="#0000C0">)</font>
<font color="#000000">a</font> <font color="#0000C0">=</font> <font color="#0080C0">0.1</font> <font color="#008000">#[m]</font>
<font color="#000000">r0</font> <font color="#0000C0">=</font> <font color="#000000">plasma_radius_f</font><font color="#0000C0">(</font><font color="#000000">tvec_n_e</font><font color="#0000C0">)</font>
<font color="#000000">R</font> <font color="#0000C0">=</font> <font color="#000000">plasma_R_pos_f</font><font color="#0000C0">(</font><font color="#000000">tvec_n_e</font><font color="#0000C0">)</font><font color="#0000C0">-</font><font color="#0080C0">0.4</font>
<font color="#000000">pos_part</font> <font color="#0000C0">=</font> <font color="#C00000">lambda</font> <font color="#000000">x</font><font color="#0000C0">:</font> <font color="#0000C0">(</font><font color="#000000">x</font><font color="#0000C0">+</font><font color="#000000">abs</font><font color="#0000C0">(</font><font color="#000000">x</font><font color="#0000C0">)</font><font color="#0000C0">)</font><font color="#0000C0">/</font><font color="#0080C0">2</font>
<font color="#000000">ne_corr_nu1</font> <font color="#0000C0">=</font> <font color="#000000">r0</font><font color="#0000C0">/</font><font color="#000000">a</font><font color="#0000C0">*</font><font color="#0000C0">(</font><font color="#000000">pos_part</font><font color="#0000C0">(</font><font color="#0080C0">1</font><font color="#0000C0">-</font><font color="#000000">R</font><font color="#0000C0">/</font><font color="#000000">r0</font><font color="#0000C0">)</font><font color="#0000C0">)</font><font color="#0000C0">**</font><font color="#0080C0">1.5</font> <font color="#008000">#peaking factor 1; profile = (1-(r/a)^2)</font>
<font color="#000000">ne_corr_nu0_5</font> <font color="#0000C0">=</font> <font color="#000000">r0</font><font color="#0000C0">/</font><font color="#000000">a</font><font color="#0000C0">*</font><font color="#0000C0">(</font><font color="#000000">pos_part</font><font color="#0000C0">(</font><font color="#0080C0">1</font><font color="#0000C0">-</font><font color="#000000">R</font><font color="#0000C0">/</font><font color="#000000">r0</font><font color="#0000C0">)</font><font color="#0000C0">)</font> <font color="#008000">#peaking factor 0.5; profile = sqrt(1-(r/a)^2)</font>
<font color="#000000">ne_corr_nu1</font><font color="#0000C0">[</font><font color="#000000">ne_corr_nu1</font><font color="#0000C0"><</font><font color="#0080C0">0.2</font><font color="#0000C0">]</font> <font color="#0000C0">=</font> <font color="#000000">nan</font>
<font color="#000000">ne_corr_nu0_5</font><font color="#0000C0">[</font><font color="#000000">ne_corr_nu0_5</font><font color="#0000C0"><</font><font color="#0080C0">0.2</font><font color="#0000C0">]</font> <font color="#0000C0">=</font> <font color="#000000">nan</font>
<font color="#C00000">if</font> <font color="#000000">all</font><font color="#0000C0">(</font><font color="#000000">isnan</font><font color="#0000C0">(</font><font color="#000000">ne_corr_nu0_5</font><font color="#0000C0">)</font><font color="#0000C0">)</font><font color="#0000C0">:</font>
<font color="#C00000">del</font> <font color="#000000">ne_corr_nu0_5</font>
<font color="#C00000">del</font> <font color="#000000">ne_corr_nu1</font>
<font color="#C00000">except</font><font color="#0000C0">:</font>
<font color="#C00000">print</font> <font color="#004080">"electron_density correction failed"</font>
<font color="#000000">Q95</font><font color="#0000C0">[</font><font color="#000000">Q95</font> <font color="#0000C0">></font> <font color="#0080C0">2</font><font color="#0000C0">*</font> <font color="#000000">median</font><font color="#0000C0">(</font><font color="#000000">Q95</font><font color="#0000C0">[</font><font color="#0000C0">(</font><font color="#000000">tvec</font> <font color="#0000C0">></font> <font color="#000000">start</font><font color="#0000C0">*</font><font color="#0080C0">1e-3</font><font color="#0000C0">)</font> <font color="#0000C0">&</font> <font color="#0000C0">(</font><font color="#000000">tvec</font> <font color="#0000C0"><</font> <font color="#000000">end</font><font color="#0000C0">*</font><font color="#0080C0">1e-3</font><font color="#0000C0">)</font><font color="#0000C0">]</font><font color="#0000C0">)</font><font color="#0000C0">]</font> <font color="#0000C0">=</font> <font color="#000000">nan</font>
<font color="#C00000">try</font><font color="#0000C0">:</font>
<font color="#000000">temp_spec</font> <font color="#0000C0">=</font> <font color="#000000">Shot</font><font color="#0000C0">(</font><font color="#0000C0">)</font><font color="#0000C0">[</font><font color="#004080">'spectrometr\temperature'</font><font color="#0000C0">]</font>
<font color="#000000">power_spec</font> <font color="#0000C0">=</font> <font color="#000000">Shot</font><font color="#0000C0">(</font><font color="#0000C0">)</font><font color="#0000C0">[</font><font color="#004080">'spectrometr\total_radiated_power'</font><font color="#0000C0">]</font>
<font color="#C00000">except</font><font color="#0000C0">:</font>
<font color="#C00000">print</font> <font color="#004080">"missing data spectrometer"</font>
<font color="#000000">data_1</font> <font color="#0000C0">=</font> <font color="#0000C0">[</font>
<font color="#0000C0">[</font>
<font color="#000000">get_data</font><font color="#0000C0">(</font><font color="#0000C0">[</font><font color="#000000">tvec</font><font color="#0000C0">,</font><font color="#000000">Q95</font><font color="#0000C0">]</font><font color="#0000C0">,</font> <font color="#004080">'Safety factor edge (Q$_{edge}$)'</font><font color="#0000C0">,</font> <font color="#004080">'Q [-]'</font> <font color="#0000C0">,</font> <font color="#000000">ylim</font> <font color="#0000C0">=</font> <font color="#0000C0">[</font><font color="#0080C0">0</font><font color="#0000C0">,</font><font color="#000000">None</font><font color="#0000C0">]</font> <font color="#0000C0">,</font> <font color="#000000">xlim</font> <font color="#0000C0">=</font> <font color="#0000C0">[</font><font color="#000000">start</font><font color="#0000C0">,</font> <font color="#000000">end</font><font color="#0000C0">]</font><font color="#0000C0">,</font> <font color="#000000">reduction</font> <font color="#0000C0">=</font> <font color="#000000">True</font><font color="#0000C0">)</font><font color="#0000C0">,</font>
<font color="#000000">get_data</font><font color="#0000C0">(</font><font color="#0000C0">[</font><font color="#000000">tvec</font><font color="#0000C0">,</font><font color="#000000">Q95</font><font color="#0000C0">/</font><font color="#0080C0">3</font><font color="#0000C0">]</font><font color="#0000C0">,</font> <font color="#004080">'(Q$_{center}$) (peaking factor = 2)'</font><font color="#0000C0">,</font> <font color="#004080">'Q [-]'</font> <font color="#0000C0">,</font> <font color="#000000">ylim</font> <font color="#0000C0">=</font> <font color="#0000C0">[</font><font color="#0080C0">0</font><font color="#0000C0">,</font><font color="#000000">None</font><font color="#0000C0">]</font><font color="#0000C0">,</font> <font color="#000000">xlim</font> <font color="#0000C0">=</font> <font color="#0000C0">[</font><font color="#000000">start</font><font color="#0000C0">,</font> <font color="#000000">end</font><font color="#0000C0">]</font><font color="#0000C0">,</font> <font color="#000000">reduction</font> <font color="#0000C0">=</font> <font color="#000000">True</font><font color="#0000C0">)</font><font color="#0000C0">,</font>
<font color="#000000">get_data</font><font color="#0000C0">(</font><font color="#0000C0">[</font><font color="#000000">tvec</font><font color="#0000C0">,</font><font color="#000000">corr</font><font color="#0000C0">*</font><font color="#000000">Q95</font><font color="#0000C0">]</font><font color="#0000C0">,</font> <font color="#004080">'Q edge with radius'</font><font color="#0000C0">,</font> <font color="#004080">'Q [-]'</font> <font color="#0000C0">,</font> <font color="#000000">ylim</font> <font color="#0000C0">=</font> <font color="#0000C0">[</font><font color="#0080C0">0</font><font color="#0000C0">,</font><font color="#000000">None</font><font color="#0000C0">]</font> <font color="#0000C0">,</font> <font color="#000000">xlim</font> <font color="#0000C0">=</font> <font color="#0000C0">[</font><font color="#000000">start</font><font color="#0000C0">,</font> <font color="#000000">end</font><font color="#0000C0">]</font><font color="#0000C0">,</font> <font color="#000000">reduction</font> <font color="#0000C0">=</font> <font color="#000000">True</font><font color="#0000C0">,</font> <font color="#000000">line_format</font><font color="#0000C0">=</font><font color="#004080">'b--'</font><font color="#0000C0">)</font> <font color="#C00000">if</font> <font color="#004080">'corr'</font> <font color="#C00000">in</font> <font color="#000000">locals</font><font color="#0000C0">(</font><font color="#0000C0">)</font> <font color="#C00000">else</font> <font color="#0000C0">[</font><font color="#0000C0">]</font><font color="#0000C0">,</font>
<font color="#000000">get_data</font><font color="#0000C0">(</font><font color="#0000C0">[</font><font color="#000000">tvec</font><font color="#0000C0">,</font><font color="#000000">corr</font><font color="#0000C0">*</font><font color="#000000">Q95</font><font color="#0000C0">/</font><font color="#0080C0">3</font><font color="#0000C0">]</font><font color="#0000C0">,</font> <font color="#004080">'Q center with radius'</font><font color="#0000C0">,</font> <font color="#004080">'Q [-]'</font> <font color="#0000C0">,</font> <font color="#000000">ylim</font> <font color="#0000C0">=</font> <font color="#0000C0">[</font><font color="#0080C0">0</font><font color="#0000C0">,</font><font color="#000000">None</font><font color="#0000C0">]</font> <font color="#0000C0">,</font> <font color="#000000">xlim</font> <font color="#0000C0">=</font> <font color="#0000C0">[</font><font color="#000000">start</font><font color="#0000C0">,</font> <font color="#000000">end</font><font color="#0000C0">]</font><font color="#0000C0">,</font> <font color="#000000">reduction</font> <font color="#0000C0">=</font> <font color="#000000">True</font><font color="#0000C0">,</font> <font color="#000000">line_format</font><font color="#0000C0">=</font><font color="#004080">'r--'</font><font color="#0000C0">)</font> <font color="#C00000">if</font> <font color="#004080">'corr'</font> <font color="#C00000">in</font> <font color="#000000">locals</font><font color="#0000C0">(</font><font color="#0000C0">)</font> <font color="#C00000">else</font> <font color="#0000C0">[</font><font color="#0000C0">]</font>
<font color="#0000C0">]</font><font color="#0000C0">,</font>
<font color="#0000C0">[</font>
<font color="#000000">get_data</font><font color="#0000C0">(</font><font color="#0000C0">[</font><font color="#000000">tvec</font><font color="#0000C0">,</font><font color="#0080C0">1</font><font color="#0000C0">/</font><font color="#000000">Q95</font><font color="#0000C0">]</font><font color="#0000C0">,</font> <font color="#004080">'Inverse Safety factor $\iota_{edge}$'</font><font color="#0000C0">,</font> <font color="#004080">'$\iota$ [-]'</font> <font color="#0000C0">,</font> <font color="#000000">ylim</font> <font color="#0000C0">=</font> <font color="#0000C0">[</font><font color="#0080C0">0</font><font color="#0000C0">,</font><font color="#000000">None</font><font color="#0000C0">]</font><font color="#0000C0">,</font> <font color="#000000">xlim</font> <font color="#0000C0">=</font> <font color="#0000C0">[</font><font color="#000000">start</font><font color="#0000C0">,</font> <font color="#000000">end</font><font color="#0000C0">]</font><font color="#0000C0">)</font><font color="#0000C0">,</font>
<font color="#000000">get_data</font><font color="#0000C0">(</font><font color="#0000C0">[</font><font color="#000000">tvec</font><font color="#0000C0">,</font><font color="#0080C0">3</font><font color="#0000C0">/</font><font color="#000000">Q95</font><font color="#0000C0">]</font><font color="#0000C0">,</font> <font color="#004080">' $\iota_{center}$ (peaking factor = 2)'</font><font color="#0000C0">,</font> <font color="#004080">'$\iota$ [-]'</font> <font color="#0000C0">,</font> <font color="#000000">ylim</font> <font color="#0000C0">=</font> <font color="#0000C0">[</font><font color="#0080C0">0</font><font color="#0000C0">,</font><font color="#000000">None</font><font color="#0000C0">]</font><font color="#0000C0">,</font> <font color="#000000">xlim</font> <font color="#0000C0">=</font> <font color="#0000C0">[</font><font color="#000000">start</font><font color="#0000C0">,</font> <font color="#000000">end</font><font color="#0000C0">]</font><font color="#0000C0">,</font> <font color="#000000">reduction</font> <font color="#0000C0">=</font> <font color="#000000">True</font><font color="#0000C0">)</font><font color="#0000C0">,</font>
<font color="#000000">get_data</font><font color="#0000C0">(</font><font color="#0000C0">[</font><font color="#000000">tvec</font><font color="#0000C0">,</font><font color="#0080C0">1</font><font color="#0000C0">/</font><font color="#0000C0">(</font><font color="#000000">Q95</font><font color="#0000C0">*</font><font color="#000000">corr</font><font color="#0000C0">)</font><font color="#0000C0">]</font><font color="#0000C0">,</font> <font color="#004080">' $\iota_{edge}$ with radius'</font><font color="#0000C0">,</font> <font color="#004080">'$\iota$ [-]'</font> <font color="#0000C0">,</font> <font color="#000000">ylim</font> <font color="#0000C0">=</font> <font color="#0000C0">[</font><font color="#0080C0">0</font><font color="#0000C0">,</font><font color="#000000">None</font><font color="#0000C0">]</font><font color="#0000C0">,</font> <font color="#000000">xlim</font> <font color="#0000C0">=</font> <font color="#0000C0">[</font><font color="#000000">start</font><font color="#0000C0">,</font> <font color="#000000">end</font><font color="#0000C0">]</font><font color="#0000C0">,</font> <font color="#000000">line_format</font><font color="#0000C0">=</font><font color="#004080">'b--'</font><font color="#0000C0">,</font> <font color="#000000">reduction</font> <font color="#0000C0">=</font> <font color="#000000">True</font><font color="#0000C0">)</font> <font color="#C00000">if</font> <font color="#004080">'corr'</font> <font color="#C00000">in</font> <font color="#000000">locals</font><font color="#0000C0">(</font><font color="#0000C0">)</font> <font color="#C00000">else</font> <font color="#0000C0">[</font><font color="#0000C0">]</font><font color="#0000C0">,</font>
<font color="#000000">get_data</font><font color="#0000C0">(</font><font color="#0000C0">[</font><font color="#000000">tvec</font><font color="#0000C0">,</font><font color="#0080C0">3</font><font color="#0000C0">/</font><font color="#0000C0">(</font><font color="#000000">Q95</font><font color="#0000C0">*</font><font color="#000000">corr</font><font color="#0000C0">)</font><font color="#0000C0">]</font><font color="#0000C0">,</font> <font color="#004080">' $\iota_{center}$ with radius'</font><font color="#0000C0">,</font> <font color="#004080">'$\iota$ [-]'</font> <font color="#0000C0">,</font> <font color="#000000">ylim</font> <font color="#0000C0">=</font> <font color="#0000C0">[</font><font color="#0080C0">0</font><font color="#0000C0">,</font><font color="#000000">None</font><font color="#0000C0">]</font><font color="#0000C0">,</font> <font color="#000000">xlim</font> <font color="#0000C0">=</font> <font color="#0000C0">[</font><font color="#000000">start</font><font color="#0000C0">,</font> <font color="#000000">end</font><font color="#0000C0">]</font><font color="#0000C0">,</font> <font color="#000000">line_format</font><font color="#0000C0">=</font><font color="#004080">'r--'</font><font color="#0000C0">,</font> <font color="#000000">reduction</font> <font color="#0000C0">=</font> <font color="#000000">True</font><font color="#0000C0">)</font> <font color="#C00000">if</font> <font color="#004080">'corr'</font> <font color="#C00000">in</font> <font color="#000000">locals</font><font color="#0000C0">(</font><font color="#0000C0">)</font> <font color="#C00000">else</font> <font color="#0000C0">[</font><font color="#0000C0">]</font><font color="#0000C0">,</font>
<font color="#000000">get_data</font><font color="#0000C0">(</font><font color="#0000C0">[</font><font color="#000000">array</font><font color="#0000C0">(</font><font color="#0000C0">[</font><font color="#000000">start</font><font color="#0000C0">,</font><font color="#000000">end</font><font color="#0000C0">]</font><font color="#0000C0">)</font><font color="#0000C0">*</font><font color="#0080C0">1e-3</font><font color="#0000C0">,</font> <font color="#000000">array</font><font color="#0000C0">(</font><font color="#0000C0">[</font><font color="#0080C0">0.5</font><font color="#0000C0">,</font> <font color="#0080C0">0.5</font><font color="#0000C0">]</font><font color="#0000C0">)</font><font color="#0000C0">]</font><font color="#0000C0">,</font> <font color="#004080">'Q=2'</font><font color="#0000C0">,</font> <font color="#004080">'$\iota$ [-]'</font> <font color="#0000C0">,</font> <font color="#000000">ylim</font> <font color="#0000C0">=</font> <font color="#0000C0">[</font><font color="#0080C0">0</font><font color="#0000C0">,</font><font color="#0080C0">0.55</font><font color="#0000C0">]</font><font color="#0000C0">,</font> <font color="#000000">xlim</font> <font color="#0000C0">=</font> <font color="#0000C0">[</font><font color="#000000">start</font><font color="#0000C0">,</font> <font color="#000000">end</font><font color="#0000C0">]</font><font color="#0000C0">,</font> <font color="#000000">reduction</font> <font color="#0000C0">=</font> <font color="#000000">True</font><font color="#0000C0">,</font> <font color="#000000">line_format</font> <font color="#0000C0">=</font> <font color="#004080">"k:"</font><font color="#0000C0">)</font>
<font color="#0000C0">]</font>
<font color="#0000C0">]</font>
<font color="#000000">multiplot</font><font color="#0000C0">(</font><font color="#000000">data_1</font><font color="#0000C0">,</font> <font color="#004080">'Safety factor'</font><font color="#0000C0">,</font> <font color="#004080">'plot_1'</font><font color="#0000C0">,</font> <font color="#0000C0">(</font><font color="#0080C0">9</font><font color="#0000C0">,</font><font color="#0080C0">5</font><font color="#0000C0">)</font><font color="#0000C0">,</font> <font color="#0080C0">100</font><font color="#0000C0">,</font> <font color="#004080">'vertical'</font><font color="#0000C0">,</font> <font color="#000000">file_type</font><font color="#0000C0">)</font>
<font color="#000000">data_2</font> <font color="#0000C0">=</font> <font color="#0000C0">[</font><font color="#0000C0">[</font>
<font color="#000000">get_data</font><font color="#0000C0">(</font><font color="#004080">'electron_temperature_median'</font><font color="#0000C0">,</font> <font color="#004080">'Electron temperature'</font><font color="#0000C0">,</font> <font color="#004080">'T [eV]'</font> <font color="#0000C0">,</font> <font color="#000000">ylim</font> <font color="#0000C0">=</font> <font color="#0000C0">[</font><font color="#0080C0">0</font><font color="#0000C0">,</font><font color="#000000">None</font><font color="#0000C0">]</font> <font color="#0000C0">,</font> <font color="#000000">xlim</font> <font color="#0000C0">=</font> <font color="#0000C0">[</font><font color="#000000">start</font><font color="#0000C0">,</font> <font color="#000000">end</font><font color="#0000C0">]</font><font color="#0000C0">,</font> <font color="#000000">reduction</font> <font color="#0000C0">=</font> <font color="#000000">True</font><font color="#0000C0">)</font><font color="#0000C0">,</font>
<font color="#000000">get_data</font><font color="#0000C0">(</font><font color="#004080">'electron_temperature_median'</font><font color="#0000C0">,</font> <font color="#004080">'$T_e$ corrected by plasma radius'</font><font color="#0000C0">,</font> <font color="#004080">'T [eV]'</font> <font color="#0000C0">,</font> <font color="#000000">data_rescale</font> <font color="#0000C0">=</font> <font color="#0080C0">1</font><font color="#0000C0">/</font><font color="#000000">corr</font><font color="#0000C0">,</font> <font color="#000000">ylim</font> <font color="#0000C0">=</font> <font color="#0000C0">[</font><font color="#0080C0">0</font><font color="#0000C0">,</font><font color="#000000">None</font><font color="#0000C0">]</font> <font color="#0000C0">,</font> <font color="#000000">xlim</font> <font color="#0000C0">=</font> <font color="#0000C0">[</font><font color="#000000">start</font><font color="#0000C0">,</font> <font color="#000000">end</font><font color="#0000C0">]</font><font color="#0000C0">,</font> <font color="#000000">line_format</font><font color="#0000C0">=</font><font color="#004080">'r--'</font><font color="#0000C0">,</font> <font color="#000000">reduction</font> <font color="#0000C0">=</font> <font color="#000000">True</font><font color="#0000C0">)</font> <font color="#C00000">if</font> <font color="#004080">'corr'</font> <font color="#C00000">in</font> <font color="#000000">locals</font><font color="#0000C0">(</font><font color="#0000C0">)</font> <font color="#C00000">else</font> <font color="#0000C0">[</font><font color="#0000C0">]</font><font color="#0000C0">,</font>
<font color="#000000">get_data</font><font color="#0000C0">(</font><font color="#000000">temp_spec</font><font color="#0000C0">,</font> <font color="#004080">'$T_e$ spectrometer'</font><font color="#0000C0">,</font> <font color="#004080">'T [eV]'</font> <font color="#0000C0">,</font> <font color="#000000">ylim</font> <font color="#0000C0">=</font> <font color="#0000C0">[</font><font color="#0080C0">0</font><font color="#0000C0">,</font><font color="#000000">None</font><font color="#0000C0">]</font> <font color="#0000C0">,</font> <font color="#000000">xlim</font> <font color="#0000C0">=</font> <font color="#0000C0">[</font><font color="#000000">start</font><font color="#0000C0">,</font> <font color="#000000">end</font><font color="#0000C0">]</font><font color="#0000C0">,</font> <font color="#000000">line_format</font><font color="#0000C0">=</font><font color="#004080">'r--'</font><font color="#0000C0">)</font> <font color="#C00000">if</font> <font color="#004080">'temp_spec'</font> <font color="#C00000">in</font> <font color="#000000">locals</font><font color="#0000C0">(</font><font color="#0000C0">)</font> <font color="#C00000">else</font> <font color="#0000C0">[</font><font color="#0000C0">]</font><font color="#0000C0">,</font>
<font color="#008000">#get_data('electron_temperature', 'Electron temperature', 'T [eV]' , ylim = [0,None], xlim = [start, end])</font>
<font color="#0000C0">]</font><font color="#0000C0">]</font>
<font color="#C00000">try</font><font color="#0000C0">:</font>
<font color="#000000">multiplot</font><font color="#0000C0">(</font><font color="#000000">data_2</font><font color="#0000C0">,</font> <font color="#004080">'Electron temperature'</font><font color="#0000C0">,</font> <font color="#004080">'plot_2'</font><font color="#0000C0">,</font> <font color="#0000C0">(</font><font color="#0080C0">9</font><font color="#0000C0">,</font><font color="#0080C0">4</font><font color="#0000C0">)</font><font color="#0000C0">,</font> <font color="#0080C0">100</font><font color="#0000C0">,</font> <font color="#004080">'vertical'</font><font color="#0000C0">,</font> <font color="#000000">file_type</font><font color="#0000C0">)</font>
<font color="#C00000">except</font> <font color="#000000">Exception</font><font color="#0000C0">,</font> <font color="#000000">e</font><font color="#0000C0">:</font>
<font color="#C00000">print</font> <font color="#004080">'Electron temperature failed'</font><font color="#0000C0">,</font> <font color="#000000">e</font><font color="#0000C0">.</font><font color="#000000">__str__</font><font color="#0000C0">(</font><font color="#0000C0">)</font>
<font color="#000000">data_3</font> <font color="#0000C0">=</font> <font color="#0000C0">[</font><font color="#0000C0">[</font>
<font color="#000000">get_data</font><font color="#0000C0">(</font><font color="#004080">'input_power_total'</font><font color="#0000C0">,</font> <font color="#004080">'Ohmic heating - total'</font><font color="#0000C0">,</font> <font color="#004080">'P [kW]'</font> <font color="#0000C0">,</font> <font color="#000000">xlim</font> <font color="#0000C0">=</font> <font color="#0000C0">[</font><font color="#000000">start</font><font color="#0000C0">,</font> <font color="#000000">end</font><font color="#0000C0">]</font><font color="#0000C0">,</font> <font color="#000000">data_rescale</font><font color="#0000C0">=</font><font color="#0080C0">1e-3</font><font color="#0000C0">,</font> <font color="#000000">reduction</font> <font color="#0000C0">=</font> <font color="#000000">True</font><font color="#0000C0">)</font><font color="#0000C0">,</font>
<font color="#000000">get_data</font><font color="#0000C0">(</font><font color="#004080">'input_power_magnetic'</font><font color="#0000C0">,</font> <font color="#004080">'Ohmic heating - magnetic'</font><font color="#0000C0">,</font> <font color="#004080">'P [kW]'</font> <font color="#0000C0">,</font> <font color="#000000">xlim</font> <font color="#0000C0">=</font> <font color="#0000C0">[</font><font color="#000000">start</font><font color="#0000C0">,</font> <font color="#000000">end</font><font color="#0000C0">]</font><font color="#0000C0">,</font> <font color="#000000">data_rescale</font><font color="#0000C0">=</font><font color="#0000C0">-</font><font color="#0080C0">1e-3</font><font color="#0000C0">,</font> <font color="#000000">reduction</font> <font color="#0000C0">=</font> <font color="#000000">True</font><font color="#0000C0">)</font><font color="#0000C0">,</font>
<font color="#000000">get_data</font><font color="#0000C0">(</font><font color="#004080">'input_power_plasma'</font><font color="#0000C0">,</font> <font color="#004080">'Ohmic heating - plasma'</font><font color="#0000C0">,</font> <font color="#004080">'P [kW]'</font> <font color="#0000C0">,</font> <font color="#000000">xlim</font> <font color="#0000C0">=</font> <font color="#0000C0">[</font><font color="#000000">start</font><font color="#0000C0">,</font> <font color="#000000">end</font><font color="#0000C0">]</font><font color="#0000C0">,</font> <font color="#000000">data_rescale</font><font color="#0000C0">=</font><font color="#0000C0">-</font><font color="#0080C0">1e-3</font><font color="#0000C0">,</font> <font color="#000000">reduction</font> <font color="#0000C0">=</font> <font color="#000000">True</font><font color="#0000C0">)</font><font color="#0000C0">,</font>
<font color="#000000">get_data</font><font color="#0000C0">(</font><font color="#004080">'input_power_chamber'</font><font color="#0000C0">,</font> <font color="#004080">'Ohmic heating - chamber'</font><font color="#0000C0">,</font> <font color="#004080">'P [kW]'</font> <font color="#0000C0">,</font> <font color="#000000">xlim</font> <font color="#0000C0">=</font> <font color="#0000C0">[</font><font color="#000000">start</font><font color="#0000C0">,</font> <font color="#000000">end</font><font color="#0000C0">]</font><font color="#0000C0">,</font> <font color="#000000">data_rescale</font><font color="#0000C0">=</font><font color="#0000C0">-</font><font color="#0080C0">1e-3</font><font color="#0000C0">,</font> <font color="#000000">reduction</font> <font color="#0000C0">=</font> <font color="#000000">True</font><font color="#0000C0">)</font><font color="#0000C0">,</font>
<font color="#000000">get_data</font><font color="#0000C0">(</font><font color="#004080">'photodiode'</font><font color="#0000C0">,</font> <font color="#004080">'Output power (diod)'</font><font color="#0000C0">,</font> <font color="#004080">'P [kW]'</font> <font color="#0000C0">,</font> <font color="#000000">xlim</font> <font color="#0000C0">=</font> <font color="#0000C0">[</font><font color="#000000">start</font><font color="#0000C0">,</font> <font color="#000000">end</font><font color="#0000C0">]</font><font color="#0000C0">,</font> <font color="#000000">data_rescale</font><font color="#0000C0">=</font> <font color="#000000">calb_photo</font> <font color="#0000C0">,</font> <font color="#000000">reduction</font> <font color="#0000C0">=</font> <font color="#000000">True</font><font color="#0000C0">,</font> <font color="#000000">line_format</font> <font color="#0000C0">=</font> <font color="#004080">"k--"</font><font color="#0000C0">)</font><font color="#0000C0">,</font>
<font color="#000000">get_data</font><font color="#0000C0">(</font><font color="#000000">power_spec</font><font color="#0000C0">,</font> <font color="#004080">'Output power (spectrometer)'</font><font color="#0000C0">,</font> <font color="#004080">'P [kW]'</font> <font color="#0000C0">,</font> <font color="#000000">xlim</font> <font color="#0000C0">=</font> <font color="#0000C0">[</font><font color="#000000">start</font><font color="#0000C0">,</font> <font color="#000000">end</font><font color="#0000C0">]</font><font color="#0000C0">,</font> <font color="#000000">data_rescale</font><font color="#0000C0">=</font><font color="#0080C0">1e-3</font> <font color="#0000C0">,</font> <font color="#000000">line_format</font> <font color="#0000C0">=</font> <font color="#004080">"r--"</font><font color="#0000C0">)</font> <font color="#C00000">if</font> <font color="#004080">'power_spec'</font> <font color="#C00000">in</font> <font color="#000000">locals</font><font color="#0000C0">(</font><font color="#0000C0">)</font> <font color="#C00000">else</font> <font color="#0000C0">[</font><font color="#0000C0">]</font><font color="#0000C0">,</font>
<font color="#000000">get_data</font><font color="#0000C0">(</font><font color="#0000C0">[</font><font color="#000000">array</font><font color="#0000C0">(</font><font color="#0000C0">[</font><font color="#000000">start</font><font color="#0000C0">,</font><font color="#000000">end</font><font color="#0000C0">]</font><font color="#0000C0">)</font><font color="#0000C0">*</font><font color="#0080C0">1e-3</font><font color="#0000C0">,</font> <font color="#000000">array</font><font color="#0000C0">(</font><font color="#0000C0">[</font><font color="#0080C0">0</font><font color="#0000C0">,</font> <font color="#0080C0">0</font><font color="#0000C0">]</font><font color="#0000C0">)</font><font color="#0000C0">]</font><font color="#0000C0">,</font> <font color="#004080">''</font><font color="#0000C0">,</font> <font color="#004080">'P [kW]'</font> <font color="#0000C0">,</font> <font color="#000000">xlim</font> <font color="#0000C0">=</font> <font color="#0000C0">[</font><font color="#000000">start</font><font color="#0000C0">,</font> <font color="#000000">end</font><font color="#0000C0">]</font><font color="#0000C0">,</font> <font color="#000000">reduction</font> <font color="#0000C0">=</font> <font color="#000000">True</font><font color="#0000C0">,</font> <font color="#000000">line_format</font> <font color="#0000C0">=</font> <font color="#004080">"k:"</font><font color="#0000C0">)</font>
<font color="#0000C0">]</font><font color="#0000C0">]</font>
<font color="#C00000">try</font><font color="#0000C0">:</font>
<font color="#000000">multiplot</font><font color="#0000C0">(</font><font color="#000000">data_3</font><font color="#0000C0">,</font> <font color="#004080">'Input / Output power'</font><font color="#0000C0">,</font> <font color="#004080">'plot_3'</font><font color="#0000C0">,</font> <font color="#0000C0">(</font><font color="#0080C0">9</font><font color="#0000C0">,</font><font color="#0080C0">4</font><font color="#0000C0">)</font><font color="#0000C0">,</font> <font color="#0080C0">100</font><font color="#0000C0">,</font> <font color="#004080">'vertical'</font><font color="#0000C0">,</font> <font color="#000000">file_type</font><font color="#0000C0">)</font>
<font color="#C00000">except</font> <font color="#000000">Exception</font><font color="#0000C0">,</font> <font color="#000000">e</font><font color="#0000C0">:</font>
<font color="#C00000">print</font> <font color="#004080">'Input / Output power'</font><font color="#0000C0">,</font> <font color="#000000">e</font><font color="#0000C0">.</font><font color="#000000">__str__</font><font color="#0000C0">(</font><font color="#0000C0">)</font>
<font color="#C00000">if</font> <font color="#004080">'n_e'</font> <font color="#C00000">in</font> <font color="#000000">locals</font><font color="#0000C0">(</font><font color="#0000C0">)</font><font color="#0000C0">:</font>
<font color="#000000">data_4</font> <font color="#0000C0">=</font> <font color="#0000C0">[</font><font color="#0000C0">[</font>
<font color="#000000">get_data</font><font color="#0000C0">(</font><font color="#004080">'electron_density'</font><font color="#0000C0">,</font> <font color="#004080">'Electron density ($n_e$)'</font><font color="#0000C0">,</font> <font color="#004080">'n$_{e}$ [10$^{19}\cdot$m$^{-3}$]'</font> <font color="#0000C0">,</font> <font color="#000000">ylim</font> <font color="#0000C0">=</font> <font color="#0000C0">[</font><font color="#0080C0">0</font><font color="#0000C0">,</font><font color="#000000">None</font><font color="#0000C0">]</font> <font color="#0000C0">,</font> <font color="#000000">xlim</font> <font color="#0000C0">=</font> <font color="#0000C0">[</font><font color="#000000">start</font><font color="#0000C0">,</font> <font color="#000000">end</font><font color="#0000C0">]</font><font color="#0000C0">,</font> <font color="#000000">data_rescale</font><font color="#0000C0">=</font> <font color="#0080C0">1e-19</font><font color="#0000C0">)</font> <font color="#C00000">if</font> <font color="#004080">'n_e'</font> <font color="#C00000">in</font> <font color="#000000">locals</font><font color="#0000C0">(</font><font color="#0000C0">)</font> <font color="#C00000">else</font> <font color="#0000C0">[</font><font color="#0000C0">]</font><font color="#0000C0">,</font>
<font color="#000000">get_data</font><font color="#0000C0">(</font><font color="#004080">'electron_density'</font><font color="#0000C0">,</font> <font color="#004080">'$n_e$ - position corrected, $\\nu = 1$'</font><font color="#0000C0">,</font> <font color="#004080">'n$_{e}$ [10$^{19}\cdot$m$^{-3}$]'</font> <font color="#0000C0">,</font> <font color="#000000">ylim</font> <font color="#0000C0">=</font> <font color="#0000C0">[</font><font color="#0080C0">0</font><font color="#0000C0">,</font><font color="#000000">None</font><font color="#0000C0">]</font> <font color="#0000C0">,</font> <font color="#000000">xlim</font> <font color="#0000C0">=</font> <font color="#0000C0">[</font><font color="#000000">start</font><font color="#0000C0">,</font> <font color="#000000">end</font><font color="#0000C0">]</font><font color="#0000C0">,</font> <font color="#000000">data_rescale</font><font color="#0000C0">=</font> <font color="#0080C0">1e-19</font><font color="#0000C0">/</font><font color="#000000">ne_corr_nu1</font><font color="#0000C0">,</font> <font color="#000000">line_format</font><font color="#0000C0">=</font><font color="#004080">'k--'</font><font color="#0000C0">)</font> <font color="#C00000">if</font> <font color="#0000C0">(</font><font color="#004080">'ne_corr_nu1'</font> <font color="#C00000">in</font> <font color="#000000">locals</font><font color="#0000C0">(</font><font color="#0000C0">)</font><font color="#0000C0">)</font> <font color="#C00000">and</font> <font color="#0000C0">(</font><font color="#004080">'n_e'</font> <font color="#C00000">in</font> <font color="#000000">locals</font><font color="#0000C0">(</font><font color="#0000C0">)</font> <font color="#0000C0">)</font> <font color="#C00000">else</font> <font color="#0000C0">[</font><font color="#0000C0">]</font><font color="#0000C0">,</font>
<font color="#000000">get_data</font><font color="#0000C0">(</font><font color="#004080">'electron_density'</font><font color="#0000C0">,</font> <font color="#004080">'$n_e$ - position corrected, $\\nu = 0.5$'</font><font color="#0000C0">,</font> <font color="#004080">'n$_{e}$ [10$^{19}\cdot$m$^{-3}$]'</font> <font color="#0000C0">,</font> <font color="#000000">ylim</font> <font color="#0000C0">=</font> <font color="#0000C0">[</font><font color="#0080C0">0</font><font color="#0000C0">,</font><font color="#000000">None</font><font color="#0000C0">]</font> <font color="#0000C0">,</font> <font color="#000000">xlim</font> <font color="#0000C0">=</font> <font color="#0000C0">[</font><font color="#000000">start</font><font color="#0000C0">,</font> <font color="#000000">end</font><font color="#0000C0">]</font><font color="#0000C0">,</font> <font color="#000000">data_rescale</font><font color="#0000C0">=</font> <font color="#0080C0">1e-19</font><font color="#0000C0">/</font><font color="#000000">ne_corr_nu0_5</font><font color="#0000C0">,</font> <font color="#000000">line_format</font><font color="#0000C0">=</font><font color="#004080">'k:'</font><font color="#0000C0">)</font> <font color="#C00000">if</font> <font color="#0000C0">(</font><font color="#004080">'ne_corr_nu0_5'</font> <font color="#C00000">in</font> <font color="#000000">locals</font><font color="#0000C0">(</font><font color="#0000C0">)</font><font color="#0000C0">)</font> <font color="#C00000">and</font> <font color="#0000C0">(</font><font color="#004080">'n_e'</font> <font color="#C00000">in</font> <font color="#000000">locals</font><font color="#0000C0">(</font><font color="#0000C0">)</font><font color="#0000C0">)</font> <font color="#C00000">else</font> <font color="#0000C0">[</font><font color="#0000C0">]</font><font color="#0000C0">,</font>
<font color="#000000">get_data</font><font color="#0000C0">(</font><font color="#004080">'greenwald_density'</font><font color="#0000C0">,</font> <font color="#004080">'Greenwald density ($n_{GW}$)'</font><font color="#0000C0">,</font> <font color="#004080">'n$_{GW}$ [10$^{19}\cdot$m$^{-3}$]'</font> <font color="#0000C0">,</font> <font color="#000000">ylim</font> <font color="#0000C0">=</font> <font color="#0000C0">[</font><font color="#0080C0">0</font><font color="#0000C0">,</font><font color="#000000">None</font><font color="#0000C0">]</font> <font color="#0000C0">,</font> <font color="#000000">xlim</font> <font color="#0000C0">=</font> <font color="#0000C0">[</font><font color="#000000">start</font><font color="#0000C0">,</font> <font color="#000000">end</font><font color="#0000C0">]</font><font color="#0000C0">,</font> <font color="#000000">data_rescale</font><font color="#0000C0">=</font> <font color="#0080C0">1e-19</font><font color="#0000C0">,</font> <font color="#000000">reduction</font> <font color="#0000C0">=</font> <font color="#000000">True</font><font color="#0000C0">)</font><font color="#0000C0">,</font>
<font color="#000000">get_data</font><font color="#0000C0">(</font><font color="#004080">'greenwald_density'</font><font color="#0000C0">,</font> <font color="#004080">'Greenwald density with radius ($n_{GW}$)'</font><font color="#0000C0">,</font> <font color="#004080">'n$_{GW}$ [10$^{19}\cdot$m$^{-3}$]'</font> <font color="#0000C0">,</font> <font color="#000000">ylim</font> <font color="#0000C0">=</font> <font color="#0000C0">[</font><font color="#0080C0">0</font><font color="#0000C0">,</font><font color="#000000">None</font><font color="#0000C0">]</font> <font color="#0000C0">,</font> <font color="#000000">xlim</font> <font color="#0000C0">=</font> <font color="#0000C0">[</font><font color="#000000">start</font><font color="#0000C0">,</font> <font color="#000000">end</font><font color="#0000C0">]</font><font color="#0000C0">,</font> <font color="#000000">data_rescale</font><font color="#0000C0">=</font><font color="#0080C0">1e-19</font><font color="#0000C0">/</font><font color="#000000">corr</font><font color="#0000C0">,</font> <font color="#000000">reduction</font> <font color="#0000C0">=</font> <font color="#000000">True</font><font color="#0000C0">,</font> <font color="#000000">line_format</font><font color="#0000C0">=</font><font color="#004080">'r--'</font><font color="#0000C0">)</font> <font color="#C00000">if</font> <font color="#004080">'corr'</font> <font color="#C00000">in</font> <font color="#000000">locals</font><font color="#0000C0">(</font><font color="#0000C0">)</font> <font color="#C00000">else</font> <font color="#0000C0">[</font><font color="#0000C0">]</font><font color="#0000C0">,</font>
<font color="#000000">get_data</font><font color="#0000C0">(</font><font color="#0000C0">[</font><font color="#000000">array</font><font color="#0000C0">(</font><font color="#0000C0">[</font><font color="#000000">start</font><font color="#0000C0">,</font><font color="#000000">end</font><font color="#0000C0">]</font><font color="#0000C0">)</font><font color="#0000C0">*</font><font color="#0080C0">1e-3</font><font color="#0000C0">,</font> <font color="#000000">array</font><font color="#0000C0">(</font><font color="#0000C0">[</font><font color="#000000">nGW_med</font><font color="#0000C0">,</font> <font color="#000000">nGW_med</font><font color="#0000C0">]</font><font color="#0000C0">)</font><font color="#0000C0">*</font><font color="#000000">nGW_limit</font><font color="#0000C0">]</font><font color="#0000C0">,</font> <font color="#004080">'~GW limit'</font><font color="#0000C0">,</font> <font color="#004080">'n$_{e}$ [10$^{19}\cdot$m$^{-3}$]'</font> <font color="#0000C0">,</font> <font color="#000000">ylim</font> <font color="#0000C0">=</font> <font color="#0000C0">[</font><font color="#0080C0">0</font><font color="#0000C0">,</font><font color="#000000">None</font><font color="#0000C0">]</font> <font color="#0000C0">,</font> <font color="#000000">xlim</font> <font color="#0000C0">=</font> <font color="#0000C0">[</font><font color="#000000">start</font><font color="#0000C0">,</font> <font color="#000000">end</font><font color="#0000C0">]</font><font color="#0000C0">,</font><font color="#000000">data_rescale</font><font color="#0000C0">=</font> <font color="#0080C0">1e-19</font> <font color="#0000C0">,</font> <font color="#000000">reduction</font> <font color="#0000C0">=</font> <font color="#000000">True</font><font color="#0000C0">,</font> <font color="#000000">line_format</font> <font color="#0000C0">=</font> <font color="#004080">"k:"</font><font color="#0000C0">)</font> <font color="#C00000">if</font> <font color="#004080">'n_e'</font> <font color="#C00000">in</font> <font color="#000000">locals</font><font color="#0000C0">(</font><font color="#0000C0">)</font> <font color="#C00000">else</font> <font color="#0000C0">[</font><font color="#0000C0">]</font><font color="#0000C0">,</font>
<font color="#0000C0">]</font><font color="#0000C0">]</font>
<font color="#C00000">try</font><font color="#0000C0">:</font>
<font color="#000000">multiplot</font><font color="#0000C0">(</font><font color="#000000">data_4</font><font color="#0000C0">,</font> <font color="#004080">'Density'</font><font color="#0000C0">,</font> <font color="#004080">'plot_4'</font><font color="#0000C0">,</font> <font color="#0000C0">(</font><font color="#0080C0">9</font><font color="#0000C0">,</font><font color="#0080C0">4</font><font color="#0000C0">)</font><font color="#0000C0">,</font> <font color="#0080C0">100</font><font color="#0000C0">,</font> <font color="#004080">'vertical'</font><font color="#0000C0">,</font> <font color="#000000">file_type</font><font color="#0000C0">)</font>
<font color="#C00000">except</font> <font color="#000000">Exception</font><font color="#0000C0">,</font> <font color="#000000">e</font><font color="#0000C0">:</font>
<font color="#C00000">print</font> <font color="#004080">'Density'</font><font color="#0000C0">,</font> <font color="#000000">e</font><font color="#0000C0">.</font><font color="#000000">__str__</font><font color="#0000C0">(</font><font color="#0000C0">)</font>
<font color="#008000">#os.system('convert -resize 150x120\! total_plot.png icon.png')</font>
<font color="#C00000">print</font> <font color="#004080">"===== plotting done ===== "</font>
<font color="#000000">data</font> <font color="#0000C0">=</font> <font color="#000000">data_1</font> <font color="#0000C0">+</font> <font color="#000000">data_2</font> <font color="#0000C0">+</font><font color="#000000">data_3</font> <font color="#0000C0">+</font> <font color="#0000C0">(</font><font color="#000000">data_4</font> <font color="#C00000">if</font> <font color="#004080">'n_e'</font> <font color="#C00000">in</font> <font color="#000000">locals</font><font color="#0000C0">(</font><font color="#0000C0">)</font> <font color="#C00000">else</font> <font color="#0000C0">[</font><font color="#0000C0">]</font><font color="#0000C0">)</font>
<font color="#000000">paralel_multiplot</font><font color="#0000C0">(</font><font color="#000000">data</font><font color="#0000C0">,</font> <font color="#004080">""</font> <font color="#0000C0">,</font> <font color="#004080">'icon'</font><font color="#0000C0">,</font> <font color="#0000C0">(</font><font color="#0080C0">4</font><font color="#0000C0">,</font><font color="#0080C0">3</font><font color="#0000C0">)</font><font color="#0000C0">,</font> <font color="#0080C0">40</font><font color="#0000C0">)</font>
<font color="#C00000">def</font> <font color="#000000">main</font><font color="#0000C0">(</font><font color="#0000C0">)</font><font color="#0000C0">:</font>
<font color="#C00000">if</font> <font color="#000000">sys</font><font color="#0000C0">.</font><font color="#000000">argv</font><font color="#0000C0">[</font><font color="#0080C0">1</font><font color="#0000C0">]</font> <font color="#0000C0">==</font> <font color="#004080">"analysis"</font><font color="#0000C0">:</font>
<font color="#000000">analysis</font><font color="#0000C0">(</font><font color="#0000C0">)</font>
<font color="#C00000">if</font> <font color="#000000">sys</font><font color="#0000C0">.</font><font color="#000000">argv</font><font color="#0000C0">[</font><font color="#0080C0">1</font><font color="#0000C0">]</font> <font color="#0000C0">==</font> <font color="#004080">"plots"</font><font color="#0000C0">:</font>
<font color="#000000">plot_data</font><font color="#0000C0">(</font><font color="#004080">'png'</font><font color="#0000C0">)</font>
<font color="#000000">saveconst</font><font color="#0000C0">(</font><font color="#004080">'status'</font><font color="#0000C0">,</font> <font color="#0080C0">0</font><font color="#0000C0">)</font>
<font color="#C00000">if</font> <font color="#000000">sys</font><font color="#0000C0">.</font><font color="#000000">argv</font><font color="#0000C0">[</font><font color="#0080C0">1</font><font color="#0000C0">]</font> <font color="#0000C0">==</font> <font color="#004080">"postanalysis"</font><font color="#0000C0">:</font>
<font color="#000000">plot_data</font><font color="#0000C0">(</font><font color="#004080">'png'</font><font color="#0000C0">)</font>
<font color="#000000">saveconst</font><font color="#0000C0">(</font><font color="#004080">'status'</font><font color="#0000C0">,</font> <font color="#0080C0">0</font><font color="#0000C0">)</font>
<font color="#C00000">if</font> <font color="#000000">__name__</font> <font color="#0000C0">==</font> <font color="#004080">"__main__"</font><font color="#0000C0">:</font>
<font color="#000000">main</font><font color="#0000C0">(</font><font color="#0000C0">)</font><font color="#000000"></font><a class="viewcode-back" href="javascript:history.go(-1)">[Return]</a></font></pre>
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