ihsm-tx-coil-test/Symmetry Plot 2.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "39f01ee9-7e2b-4f25-ab24-0d862d08163f",
   "metadata": {},
   "outputs": [],
   "source": [
    "import sqlite3\n",
    "\n",
    "import scipy\n",
    "import numpy as np\n",
    "import tabulate\n",
    "from matplotlib import pyplot as plt\n",
    "import pandas as pd\n",
    "from IPython.display import display, HTML\n",
    "\n",
    "%matplotlib inline"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "3964c172-77bb-423a-a537-a07fd31afe8c",
   "metadata": {},
   "outputs": [],
   "source": [
    "db = sqlite3.connect('measurements-backup-2024-02-07-15-24-19.sqlite3')\n",
    "db.row_factory = sqlite3.Row"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "8ceedc81-da05-4542-95c7-97749468c306",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<table>\n",
       "<thead>\n",
       "<tr><th>start_time         </th><th>end_time  </th><th style=\"text-align: right;\">  run_id</th><th style=\"text-align: right;\">  rx_tile</th><th style=\"text-align: right;\">  tx_tile</th><th style=\"text-align: right;\">    x</th><th style=\"text-align: right;\">     y</th><th style=\"text-align: right;\">  load_resistor_ohms</th><th style=\"text-align: right;\">  frequency_khz</th><th>comment                                                                                                                                                                     </th><th>schedule_type  </th><th style=\"text-align: right;\">  num_measurements</th></tr>\n",
       "</thead>\n",
       "<tbody>\n",
       "<tr><td>2024-01-31 13:22:45</td><td>          </td><td style=\"text-align: right;\">       1</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">268  </td><td style=\"text-align: right;\">177.75</td><td style=\"text-align: right;\">                  10</td><td style=\"text-align: right;\">            130</td><td>                                                                                                                                                                            </td><td>               </td><td style=\"text-align: right;\">              4744</td></tr>\n",
       "<tr><td>2024-01-31 15:59:42</td><td>          </td><td style=\"text-align: right;\">       2</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">268  </td><td style=\"text-align: right;\">177.75</td><td style=\"text-align: right;\">                  10</td><td style=\"text-align: right;\">            130</td><td>                                                                                                                                                                            </td><td>               </td><td style=\"text-align: right;\">              2125</td></tr>\n",
       "<tr><td>2024-01-31 17:01:36</td><td>          </td><td style=\"text-align: right;\">       3</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">268  </td><td style=\"text-align: right;\">177.75</td><td style=\"text-align: right;\">                  10</td><td style=\"text-align: right;\">            130</td><td>                                                                                                                                                                            </td><td>               </td><td style=\"text-align: right;\">               643</td></tr>\n",
       "<tr><td>2024-01-31 17:21:57</td><td>          </td><td style=\"text-align: right;\">       4</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">268  </td><td style=\"text-align: right;\">177.75</td><td style=\"text-align: right;\">                  10</td><td style=\"text-align: right;\">            130</td><td>                                                                                                                                                                            </td><td>               </td><td style=\"text-align: right;\">                17</td></tr>\n",
       "<tr><td>2024-01-31 17:36:32</td><td>          </td><td style=\"text-align: right;\">       5</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">268  </td><td style=\"text-align: right;\">177.75</td><td style=\"text-align: right;\">                  10</td><td style=\"text-align: right;\">            130</td><td>                                                                                                                                                                            </td><td>               </td><td style=\"text-align: right;\">                61</td></tr>\n",
       "<tr><td>2024-01-31 17:39:29</td><td>          </td><td style=\"text-align: right;\">       6</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">268  </td><td style=\"text-align: right;\">177.75</td><td style=\"text-align: right;\">                  10</td><td style=\"text-align: right;\">            130</td><td>                                                                                                                                                                            </td><td>               </td><td style=\"text-align: right;\">               167</td></tr>\n",
       "<tr><td>2024-01-31 17:45:47</td><td>          </td><td style=\"text-align: right;\">       7</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">268  </td><td style=\"text-align: right;\">177.75</td><td style=\"text-align: right;\">                  10</td><td style=\"text-align: right;\">            130</td><td>                                                                                                                                                                            </td><td>               </td><td style=\"text-align: right;\">             20097</td></tr>\n",
       "<tr><td>2024-02-01 11:31:14</td><td>          </td><td style=\"text-align: right;\">       8</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">268  </td><td style=\"text-align: right;\">177.75</td><td style=\"text-align: right;\">                  10</td><td style=\"text-align: right;\">            130</td><td>                                                                                                                                                                            </td><td>radial         </td><td style=\"text-align: right;\">                21</td></tr>\n",
       "<tr><td>2024-02-01 11:33:52</td><td>          </td><td style=\"text-align: right;\">       9</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">268  </td><td style=\"text-align: right;\">177.75</td><td style=\"text-align: right;\">                  10</td><td style=\"text-align: right;\">            130</td><td>                                                                                                                                                                            </td><td>radial         </td><td style=\"text-align: right;\">                26</td></tr>\n",
       "<tr><td>2024-02-01 11:36:01</td><td>          </td><td style=\"text-align: right;\">      10</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">268  </td><td style=\"text-align: right;\">177.75</td><td style=\"text-align: right;\">                  10</td><td style=\"text-align: right;\">            130</td><td>                                                                                                                                                                            </td><td>radial         </td><td style=\"text-align: right;\">              1592</td></tr>\n",
       "<tr><td>2024-02-01 12:23:19</td><td>          </td><td style=\"text-align: right;\">      11</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">268  </td><td style=\"text-align: right;\">177.75</td><td style=\"text-align: right;\">                  10</td><td style=\"text-align: right;\">            130</td><td>                                                                                                                                                                            </td><td>radial         </td><td style=\"text-align: right;\">             21900</td></tr>\n",
       "<tr><td>2024-02-02 11:49:21</td><td>          </td><td style=\"text-align: right;\">      12</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">268  </td><td style=\"text-align: right;\">293   </td><td style=\"text-align: right;\">                  10</td><td style=\"text-align: right;\">            130</td><td>                                                                                                                                                                            </td><td>radial         </td><td style=\"text-align: right;\">              4053</td></tr>\n",
       "<tr><td>2024-02-02 13:49:06</td><td>          </td><td style=\"text-align: right;\">      13</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">268  </td><td style=\"text-align: right;\">293   </td><td style=\"text-align: right;\">                  10</td><td style=\"text-align: right;\">            130</td><td>                                                                                                                                                                            </td><td>fine           </td><td style=\"text-align: right;\">              4128</td></tr>\n",
       "<tr><td>2024-02-02 16:03:00</td><td>          </td><td style=\"text-align: right;\">      14</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">268  </td><td style=\"text-align: right;\">293   </td><td style=\"text-align: right;\">                  10</td><td style=\"text-align: right;\">            130</td><td>                                                                                                                                                                            </td><td>fine           </td><td style=\"text-align: right;\">                30</td></tr>\n",
       "<tr><td>2024-02-02 16:04:53</td><td>          </td><td style=\"text-align: right;\">      15</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">268  </td><td style=\"text-align: right;\">293   </td><td style=\"text-align: right;\">                  10</td><td style=\"text-align: right;\">            130</td><td>                                                                                                                                                                            </td><td>fine           </td><td style=\"text-align: right;\">                69</td></tr>\n",
       "<tr><td>2024-02-02 16:09:37</td><td>          </td><td style=\"text-align: right;\">      16</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">268  </td><td style=\"text-align: right;\">293   </td><td style=\"text-align: right;\">                  10</td><td style=\"text-align: right;\">            130</td><td>                                                                                                                                                                            </td><td>fine           </td><td style=\"text-align: right;\">                50</td></tr>\n",
       "<tr><td>2024-02-02 16:11:37</td><td>          </td><td style=\"text-align: right;\">      17</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">268  </td><td style=\"text-align: right;\">293   </td><td style=\"text-align: right;\">                  10</td><td style=\"text-align: right;\">            130</td><td>                                                                                                                                                                            </td><td>fine           </td><td style=\"text-align: right;\">                18</td></tr>\n",
       "<tr><td>2024-02-02 16:13:33</td><td>          </td><td style=\"text-align: right;\">      18</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">268  </td><td style=\"text-align: right;\">293   </td><td style=\"text-align: right;\">                  10</td><td style=\"text-align: right;\">            130</td><td>                                                                                                                                                                            </td><td>fine           </td><td style=\"text-align: right;\">               116</td></tr>\n",
       "<tr><td>2024-02-02 16:25:36</td><td>          </td><td style=\"text-align: right;\">      19</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">268  </td><td style=\"text-align: right;\">293   </td><td style=\"text-align: right;\">                  10</td><td style=\"text-align: right;\">            130</td><td>                                                                                                                                                                            </td><td>fine           </td><td style=\"text-align: right;\">                34</td></tr>\n",
       "<tr><td>2024-02-02 16:29:24</td><td>          </td><td style=\"text-align: right;\">      20</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">268  </td><td style=\"text-align: right;\">293   </td><td style=\"text-align: right;\">                  10</td><td style=\"text-align: right;\">            130</td><td>                                                                                                                                                                            </td><td>fine           </td><td style=\"text-align: right;\">                 6</td></tr>\n",
       "<tr><td>2024-02-02 16:31:14</td><td>          </td><td style=\"text-align: right;\">      21</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">268  </td><td style=\"text-align: right;\">293   </td><td style=\"text-align: right;\">                  10</td><td style=\"text-align: right;\">            130</td><td>                                                                                                                                                                            </td><td>fine           </td><td style=\"text-align: right;\">             28135</td></tr>\n",
       "<tr><td>2024-02-03 13:43:08</td><td>          </td><td style=\"text-align: right;\">      22</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">268  </td><td style=\"text-align: right;\">293   </td><td style=\"text-align: right;\">                  10</td><td style=\"text-align: right;\">            130</td><td>                                                                                                                                                                            </td><td>fine           </td><td style=\"text-align: right;\">             79364</td></tr>\n",
       "<tr><td>2024-02-05 13:52:21</td><td>          </td><td style=\"text-align: right;\">      23</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">268  </td><td style=\"text-align: right;\">293   </td><td style=\"text-align: right;\">                  10</td><td style=\"text-align: right;\">            130</td><td>Moved measurements because of servo range clipping bug                                                                                                                      </td><td>custom         </td><td style=\"text-align: right;\">             18659</td></tr>\n",
       "<tr><td>2024-02-05 13:56:54</td><td>          </td><td style=\"text-align: right;\">      24</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">268  </td><td style=\"text-align: right;\">293   </td><td style=\"text-align: right;\">                  10</td><td style=\"text-align: right;\">            130</td><td>Moved measurements because of servo range clipping bug                                                                                                                      </td><td>custom         </td><td style=\"text-align: right;\">                 0</td></tr>\n",
       "<tr><td>2024-02-05 14:00:48</td><td>          </td><td style=\"text-align: right;\">      25</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">268  </td><td style=\"text-align: right;\">293   </td><td style=\"text-align: right;\">                  10</td><td style=\"text-align: right;\">            130</td><td>Re-run of bugged out measurements with clipped rotation values. Join with runs 21 and 22 to get the full run. The bugged out measurements have been moved to runs 23 and 24.</td><td>fine           </td><td style=\"text-align: right;\">             21912</td></tr>\n",
       "<tr><td>2024-02-06 14:58:23</td><td>          </td><td style=\"text-align: right;\">      26</td><td style=\"text-align: right;\">       15</td><td style=\"text-align: right;\">       15</td><td style=\"text-align: right;\">152.5</td><td style=\"text-align: right;\">179.75</td><td style=\"text-align: right;\">                  10</td><td style=\"text-align: right;\">            300</td><td>                                                                                                                                                                            </td><td>fine           </td><td style=\"text-align: right;\">                14</td></tr>\n",
       "<tr><td>2024-02-06 15:06:31</td><td>          </td><td style=\"text-align: right;\">      27</td><td style=\"text-align: right;\">       15</td><td style=\"text-align: right;\">       15</td><td style=\"text-align: right;\">152.5</td><td style=\"text-align: right;\">179.75</td><td style=\"text-align: right;\">                  10</td><td style=\"text-align: right;\">            300</td><td>                                                                                                                                                                            </td><td>fine           </td><td style=\"text-align: right;\">                17</td></tr>\n",
       "<tr><td>2024-02-06 15:08:16</td><td>          </td><td style=\"text-align: right;\">      28</td><td style=\"text-align: right;\">       15</td><td style=\"text-align: right;\">       15</td><td style=\"text-align: right;\">152.5</td><td style=\"text-align: right;\">179.75</td><td style=\"text-align: right;\">                  10</td><td style=\"text-align: right;\">            300</td><td>                                                                                                                                                                            </td><td>fine           </td><td style=\"text-align: right;\">             25408</td></tr>\n",
       "<tr><td>2024-02-07 10:51:44</td><td>          </td><td style=\"text-align: right;\">      29</td><td style=\"text-align: right;\">       15</td><td style=\"text-align: right;\">       15</td><td style=\"text-align: right;\">152.5</td><td style=\"text-align: right;\">179.75</td><td style=\"text-align: right;\">                  10</td><td style=\"text-align: right;\">            300</td><td>                                                                                                                                                                            </td><td>rotation       </td><td style=\"text-align: right;\">              4392</td></tr>\n",
       "</tbody>\n",
       "</table>"
      ],
      "text/plain": [
       "'<table>\\n<thead>\\n<tr><th>start_time         </th><th>end_time  </th><th style=\"text-align: right;\">  run_id</th><th style=\"text-align: right;\">  rx_tile</th><th style=\"text-align: right;\">  tx_tile</th><th style=\"text-align: right;\">    x</th><th style=\"text-align: right;\">     y</th><th style=\"text-align: right;\">  load_resistor_ohms</th><th style=\"text-align: right;\">  frequency_khz</th><th>comment                                                                                                                                                                     </th><th>schedule_type  </th><th style=\"text-align: right;\">  num_measurements</th></tr>\\n</thead>\\n<tbody>\\n<tr><td>2024-01-31 13:22:45</td><td>          </td><td style=\"text-align: right;\">       1</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">268  </td><td style=\"text-align: right;\">177.75</td><td style=\"text-align: right;\">                  10</td><td style=\"text-align: right;\">            130</td><td>                                                                                                                                                                            </td><td>               </td><td style=\"text-align: right;\">              4744</td></tr>\\n<tr><td>2024-01-31 15:59:42</td><td>          </td><td style=\"text-align: right;\">       2</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">268  </td><td style=\"text-align: right;\">177.75</td><td style=\"text-align: right;\">                  10</td><td style=\"text-align: right;\">            130</td><td>                                                                                                                                                                            </td><td>               </td><td style=\"text-align: right;\">              2125</td></tr>\\n<tr><td>2024-01-31 17:01:36</td><td>          </td><td style=\"text-align: right;\">       3</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">268  </td><td style=\"text-align: right;\">177.75</td><td style=\"text-align: right;\">                  10</td><td style=\"text-align: right;\">            130</td><td>                                                                                                                                                                            </td><td>               </td><td style=\"text-align: right;\">               643</td></tr>\\n<tr><td>2024-01-31 17:21:57</td><td>          </td><td style=\"text-align: right;\">       4</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">268  </td><td style=\"text-align: right;\">177.75</td><td style=\"text-align: right;\">                  10</td><td style=\"text-align: right;\">            130</td><td>                                                                                                                                                                            </td><td>               </td><td style=\"text-align: right;\">                17</td></tr>\\n<tr><td>2024-01-31 17:36:32</td><td>          </td><td style=\"text-align: right;\">       5</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">268  </td><td style=\"text-align: right;\">177.75</td><td style=\"text-align: right;\">                  10</td><td style=\"text-align: right;\">            130</td><td>                                                                                                                                                                            </td><td>               </td><td style=\"text-align: right;\">                61</td></tr>\\n<tr><td>2024-01-31 17:39:29</td><td>          </td><td style=\"text-align: right;\">       6</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">268  </td><td style=\"text-align: right;\">177.75</td><td style=\"text-align: right;\">                  10</td><td style=\"text-align: right;\">            130</td><td>                                                                                                                                                                            </td><td>               </td><td style=\"text-align: right;\">               167</td></tr>\\n<tr><td>2024-01-31 17:45:47</td><td>          </td><td style=\"text-align: right;\">       7</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">268  </td><td style=\"text-align: right;\">177.75</td><td style=\"text-align: right;\">                  10</td><td style=\"text-align: right;\">            130</td><td>                                                                                                                                                                            </td><td>               </td><td style=\"text-align: right;\">             20097</td></tr>\\n<tr><td>2024-02-01 11:31:14</td><td>          </td><td style=\"text-align: right;\">       8</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">268  </td><td style=\"text-align: right;\">177.75</td><td style=\"text-align: right;\">                  10</td><td style=\"text-align: right;\">            130</td><td>                                                                                                                                                                            </td><td>radial         </td><td style=\"text-align: right;\">                21</td></tr>\\n<tr><td>2024-02-01 11:33:52</td><td>          </td><td style=\"text-align: right;\">       9</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">268  </td><td style=\"text-align: right;\">177.75</td><td style=\"text-align: right;\">                  10</td><td style=\"text-align: right;\">            130</td><td>                                                                                                                                                                            </td><td>radial         </td><td style=\"text-align: right;\">                26</td></tr>\\n<tr><td>2024-02-01 11:36:01</td><td>          </td><td style=\"text-align: right;\">      10</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">268  </td><td style=\"text-align: right;\">177.75</td><td style=\"text-align: right;\">                  10</td><td style=\"text-align: right;\">            130</td><td>                                                                                                                                                                            </td><td>radial         </td><td style=\"text-align: right;\">              1592</td></tr>\\n<tr><td>2024-02-01 12:23:19</td><td>          </td><td style=\"text-align: right;\">      11</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">268  </td><td style=\"text-align: right;\">177.75</td><td style=\"text-align: right;\">                  10</td><td style=\"text-align: right;\">            130</td><td>                                                                                                                                                                            </td><td>radial         </td><td style=\"text-align: right;\">             21900</td></tr>\\n<tr><td>2024-02-02 11:49:21</td><td>          </td><td style=\"text-align: right;\">      12</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">268  </td><td style=\"text-align: right;\">293   </td><td style=\"text-align: right;\">                  10</td><td style=\"text-align: right;\">            130</td><td>                                                                                                                                                                            </td><td>radial         </td><td style=\"text-align: right;\">              4053</td></tr>\\n<tr><td>2024-02-02 13:49:06</td><td>          </td><td style=\"text-align: right;\">      13</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">268  </td><td style=\"text-align: right;\">293   </td><td style=\"text-align: right;\">                  10</td><td style=\"text-align: right;\">            130</td><td>                                                                                                                                                                            </td><td>fine           </td><td style=\"text-align: right;\">              4128</td></tr>\\n<tr><td>2024-02-02 16:03:00</td><td>          </td><td style=\"text-align: right;\">      14</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">268  </td><td style=\"text-align: right;\">293   </td><td style=\"text-align: right;\">                  10</td><td style=\"text-align: right;\">            130</td><td>                                                                                                                                                                            </td><td>fine           </td><td style=\"text-align: right;\">                30</td></tr>\\n<tr><td>2024-02-02 16:04:53</td><td>          </td><td style=\"text-align: right;\">      15</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">268  </td><td style=\"text-align: right;\">293   </td><td style=\"text-align: right;\">                  10</td><td style=\"text-align: right;\">            130</td><td>                                                                                                                                                                            </td><td>fine           </td><td style=\"text-align: right;\">                69</td></tr>\\n<tr><td>2024-02-02 16:09:37</td><td>          </td><td style=\"text-align: right;\">      16</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">268  </td><td style=\"text-align: right;\">293   </td><td style=\"text-align: right;\">                  10</td><td style=\"text-align: right;\">            130</td><td>                                                                                                                                                                            </td><td>fine           </td><td style=\"text-align: right;\">                50</td></tr>\\n<tr><td>2024-02-02 16:11:37</td><td>          </td><td style=\"text-align: right;\">      17</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">268  </td><td style=\"text-align: right;\">293   </td><td style=\"text-align: right;\">                  10</td><td style=\"text-align: right;\">            130</td><td>                                                                                                                                                                            </td><td>fine           </td><td style=\"text-align: right;\">                18</td></tr>\\n<tr><td>2024-02-02 16:13:33</td><td>          </td><td style=\"text-align: right;\">      18</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">268  </td><td style=\"text-align: right;\">293   </td><td style=\"text-align: right;\">                  10</td><td style=\"text-align: right;\">            130</td><td>                                                                                                                                                                            </td><td>fine           </td><td style=\"text-align: right;\">               116</td></tr>\\n<tr><td>2024-02-02 16:25:36</td><td>          </td><td style=\"text-align: right;\">      19</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">268  </td><td style=\"text-align: right;\">293   </td><td style=\"text-align: right;\">                  10</td><td style=\"text-align: right;\">            130</td><td>                                                                                                                                                                            </td><td>fine           </td><td style=\"text-align: right;\">                34</td></tr>\\n<tr><td>2024-02-02 16:29:24</td><td>          </td><td style=\"text-align: right;\">      20</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">268  </td><td style=\"text-align: right;\">293   </td><td style=\"text-align: right;\">                  10</td><td style=\"text-align: right;\">            130</td><td>                                                                                                                                                                            </td><td>fine           </td><td style=\"text-align: right;\">                 6</td></tr>\\n<tr><td>2024-02-02 16:31:14</td><td>          </td><td style=\"text-align: right;\">      21</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">268  </td><td style=\"text-align: right;\">293   </td><td style=\"text-align: right;\">                  10</td><td style=\"text-align: right;\">            130</td><td>                                                                                                                                                                            </td><td>fine           </td><td style=\"text-align: right;\">             28135</td></tr>\\n<tr><td>2024-02-03 13:43:08</td><td>          </td><td style=\"text-align: right;\">      22</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">268  </td><td style=\"text-align: right;\">293   </td><td style=\"text-align: right;\">                  10</td><td style=\"text-align: right;\">            130</td><td>                                                                                                                                                                            </td><td>fine           </td><td style=\"text-align: right;\">             79364</td></tr>\\n<tr><td>2024-02-05 13:52:21</td><td>          </td><td style=\"text-align: right;\">      23</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">268  </td><td style=\"text-align: right;\">293   </td><td style=\"text-align: right;\">                  10</td><td style=\"text-align: right;\">            130</td><td>Moved measurements because of servo range clipping bug                                                                                                                      </td><td>custom         </td><td style=\"text-align: right;\">             18659</td></tr>\\n<tr><td>2024-02-05 13:56:54</td><td>          </td><td style=\"text-align: right;\">      24</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">268  </td><td style=\"text-align: right;\">293   </td><td style=\"text-align: right;\">                  10</td><td style=\"text-align: right;\">            130</td><td>Moved measurements because of servo range clipping bug                                                                                                                      </td><td>custom         </td><td style=\"text-align: right;\">                 0</td></tr>\\n<tr><td>2024-02-05 14:00:48</td><td>          </td><td style=\"text-align: right;\">      25</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">        5</td><td style=\"text-align: right;\">268  </td><td style=\"text-align: right;\">293   </td><td style=\"text-align: right;\">                  10</td><td style=\"text-align: right;\">            130</td><td>Re-run of bugged out measurements with clipped rotation values. Join with runs 21 and 22 to get the full run. The bugged out measurements have been moved to runs 23 and 24.</td><td>fine           </td><td style=\"text-align: right;\">             21912</td></tr>\\n<tr><td>2024-02-06 14:58:23</td><td>          </td><td style=\"text-align: right;\">      26</td><td style=\"text-align: right;\">       15</td><td style=\"text-align: right;\">       15</td><td style=\"text-align: right;\">152.5</td><td style=\"text-align: right;\">179.75</td><td style=\"text-align: right;\">                  10</td><td style=\"text-align: right;\">            300</td><td>                                                                                                                                                                            </td><td>fine           </td><td style=\"text-align: right;\">                14</td></tr>\\n<tr><td>2024-02-06 15:06:31</td><td>          </td><td style=\"text-align: right;\">      27</td><td style=\"text-align: right;\">       15</td><td style=\"text-align: right;\">       15</td><td style=\"text-align: right;\">152.5</td><td style=\"text-align: right;\">179.75</td><td style=\"text-align: right;\">                  10</td><td style=\"text-align: right;\">            300</td><td>                                                                                                                                                                            </td><td>fine           </td><td style=\"text-align: right;\">                17</td></tr>\\n<tr><td>2024-02-06 15:08:16</td><td>          </td><td style=\"text-align: right;\">      28</td><td style=\"text-align: right;\">       15</td><td style=\"text-align: right;\">       15</td><td style=\"text-align: right;\">152.5</td><td style=\"text-align: right;\">179.75</td><td style=\"text-align: right;\">                  10</td><td style=\"text-align: right;\">            300</td><td>                                                                                                                                                                            </td><td>fine           </td><td style=\"text-align: right;\">             25408</td></tr>\\n<tr><td>2024-02-07 10:51:44</td><td>          </td><td style=\"text-align: right;\">      29</td><td style=\"text-align: right;\">       15</td><td style=\"text-align: right;\">       15</td><td style=\"text-align: right;\">152.5</td><td style=\"text-align: right;\">179.75</td><td style=\"text-align: right;\">                  10</td><td style=\"text-align: right;\">            300</td><td>                                                                                                                                                                            </td><td>rotation       </td><td style=\"text-align: right;\">              4392</td></tr>\\n</tbody>\\n</table>'"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "rows = db.execute('SELECT *, (SELECT COUNT(*) FROM measurements WHERE measurements.run_id=runs.run_id) AS num_measurements FROM runs').fetchall()\n",
    "tabulate.tabulate([tuple(row) for row in rows], headers=rows[0].keys(), tablefmt='html')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "a60d3446-1bab-43a4-a63a-6bf6b310ce33",
   "metadata": {},
   "outputs": [],
   "source": [
    "data = pd.read_sql('SELECT * FROM measurements WHERE run_id IN (?) ORDER BY timestamp ASC', db, params=(29,))\n",
    "data['r'] %= 360\n",
    "data = data.round({'r': 3, 'x': 3, 'y': 3, 'h': 3})\n",
    "data = data.drop_duplicates(subset=['x', 'y', 'r', 'h'], keep='last')\n",
    "data['radius'] = np.sqrt(data['x']**2 + data['y']**2)\n",
    "data['origin_angle'] = np.degrees(np.arctan2(data['y'], data['x'])) % 360\n",
    "data['voltage_ratio'] = data['output_voltage'] / data['input_voltage']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "ff0f9cec-682a-4fce-b72c-3face4461ccb",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Data points at h=1.00mm: 4356\n",
      "Data points at alpha=0.00mm: 1116\n",
      "Data points at both: 1116\n",
      "r=0.00 mm: dv=0.369 % / rms=0.093 % (36 points)\n",
      "r=1.00 mm: dv=0.370 % / rms=0.083 % (36 points)\n",
      "r=2.00 mm: dv=0.235 % / rms=0.058 % (36 points)\n",
      "r=3.00 mm: dv=0.169 % / rms=0.046 % (36 points)\n",
      "r=5.00 mm: dv=0.199 % / rms=0.053 % (36 points)\n",
      "Data points at h=1.00mm: 4356\n",
      "Data points at alpha=90.00mm: 1116\n",
      "Data points at both: 1116\n",
      "r=0.00 mm: dv=0.369 % / rms=0.093 % (36 points)\n",
      "r=1.00 mm: dv=0.336 % / rms=0.074 % (36 points)\n",
      "r=2.00 mm: dv=0.267 % / rms=0.057 % (36 points)\n",
      "r=3.00 mm: dv=0.244 % / rms=0.060 % (36 points)\n",
      "r=5.00 mm: dv=0.225 % / rms=0.067 % (36 points)\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1400x1200 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "def radial_plot(ax, colors, opacity, h=1, alpha=0):\n",
    "    print(f'Data points at {h=:.2f}mm: {np.isclose(data[\"h\"], h).sum()}')\n",
    "    # Account for the fact that arctan2 returns zero angle for r=0\n",
    "    sel = data[np.isclose(data['radius'], 0) | np.isclose(data['origin_angle'], alpha)]\n",
    "    print(f'Data points at {alpha=:.2f}mm: {len(sel)}')\n",
    "    sel = sel[np.isclose(sel['h'], h)]\n",
    "    sel.drop_duplicates()\n",
    "    print(f'Data points at both: {len(sel)}')\n",
    "    pd.set_option('display.max_rows', 120)\n",
    "    #display(sel)\n",
    "    \n",
    "    for r, color in zip([0, 1, 2, 3, 5], colors):\n",
    "        r_data = sel[np.isclose(sel['radius'], r, atol=0.001)]\n",
    "        r_data = r_data.sort_values(by=['r'])\n",
    "        rd = np.array(r_data['r'])\n",
    "        v = np.array(r_data['voltage_ratio'])\n",
    "\n",
    "        dv = max(v) - min(v)\n",
    "        dv *= 100\n",
    "        mean = sum(v) / len(v)\n",
    "        rms = np.sqrt(np.mean((v - mean)**2))\n",
    "        rms *= 100\n",
    "        print(f'{r=:.2f} mm: {dv=:.3f} % / {rms=:.3f} % ({len(r_data)} points)')\n",
    "\n",
    "        ax.plot(np.hstack([rd-360, rd, [360]]), np.hstack([v, v, [v[0]]]), color=color, alpha=opacity)\n",
    "    \n",
    "fig, ax = plt.subplots(1, 1, figsize=(14, 12))\n",
    "radial_plot(ax, alpha=0, colors=plt.cm.tab10.colors, opacity=1)\n",
    "radial_plot(ax, alpha=90, colors=plt.cm.tab10.colors, opacity=0.4)\n",
    "ax.grid()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.11.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}