384 lines
380 KiB
Text
384 lines
380 KiB
Text
{
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"cells": [
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{
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"cell_type": "code",
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"execution_count": 70,
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"id": "39f01ee9-7e2b-4f25-ab24-0d862d08163f",
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"metadata": {},
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"outputs": [],
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"source": [
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"import sqlite3\n",
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"\n",
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"import scipy\n",
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"import numpy as np\n",
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"import tabulate\n",
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"from matplotlib import pyplot as plt\n",
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"import pandas as pd\n",
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"from IPython.display import display, HTML\n",
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"\n",
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"%matplotlib inline"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 2,
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"id": "3964c172-77bb-423a-a537-a07fd31afe8c",
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"metadata": {},
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"outputs": [],
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"source": [
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"db = sqlite3.connect('measurements-backup-2024-02-07-12-52-07.sqlite3')\n",
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"db.row_factory = sqlite3.Row"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 3,
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"id": "8ceedc81-da05-4542-95c7-97749468c306",
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"metadata": {},
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"outputs": [
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{
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"data": {
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"text/html": [
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"<table>\n",
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"<thead>\n",
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"<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",
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"</thead>\n",
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"<tbody>\n",
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"<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",
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"<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",
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"<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",
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"<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",
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"<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",
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"<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",
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"<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",
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"<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",
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"<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",
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"<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",
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"<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",
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"<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",
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"<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",
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"<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",
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"<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",
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"<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",
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"<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",
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"<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",
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"<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",
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"<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",
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"<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",
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"<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",
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"<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",
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"<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",
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"<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",
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"<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",
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"<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",
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"<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",
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"<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;\"> 1551</td></tr>\n",
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"</tbody>\n",
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"</table>"
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],
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"text/plain": [
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"'<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;\"> 1551</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": 34,
|
|
"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=(28,))\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": 31,
|
|
"id": "9f968579-8c2e-463c-9155-db42ca8b41aa",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
" message: Optimization terminated successfully.\n",
|
|
" success: True\n",
|
|
" status: 0\n",
|
|
" fun: 0.0023827033208913264\n",
|
|
" x: [-3.058e-02 3.951e-01 2.736e+01 2.736e+01]\n",
|
|
" nit: 9\n",
|
|
" jac: [ 5.876e-07 -4.681e-06 -5.706e-06 -5.681e-06]\n",
|
|
" hess_inv: [[ 1.613e+00 -7.922e+00 -5.286e+02 -5.285e+02]\n",
|
|
" [-7.922e+00 1.033e+02 6.828e+03 6.827e+03]\n",
|
|
" [-5.286e+02 6.828e+03 4.556e+05 4.555e+05]\n",
|
|
" [-5.285e+02 6.827e+03 4.555e+05 4.554e+05]]\n",
|
|
" nfev: 70\n",
|
|
" njev: 14\n",
|
|
"24.850172275410465 26.935841823807202\n",
|
|
" message: Optimization terminated successfully.\n",
|
|
" success: True\n",
|
|
" status: 0\n",
|
|
" fun: 0.0024048418011393125\n",
|
|
" x: [-1.713e-01 1.523e-01 2.740e+01 2.740e+01]\n",
|
|
" nit: 9\n",
|
|
" jac: [ 2.150e-06 -1.938e-06 -5.728e-06 -5.729e-06]\n",
|
|
" hess_inv: [[ 2.014e+01 -1.702e+01 -2.950e+03 -2.949e+03]\n",
|
|
" [-1.702e+01 1.613e+01 2.623e+03 2.622e+03]\n",
|
|
" [-2.950e+03 2.623e+03 4.547e+05 4.545e+05]\n",
|
|
" [-2.949e+03 2.622e+03 4.545e+05 4.544e+05]]\n",
|
|
" nfev: 70\n",
|
|
" njev: 14\n",
|
|
"24.160645562825884 25.746323010195283\n",
|
|
" message: Optimization terminated successfully.\n",
|
|
" success: True\n",
|
|
" status: 0\n",
|
|
" fun: 0.002396137015592403\n",
|
|
" x: [-1.188e-01 1.843e-01 2.740e+01 2.739e+01]\n",
|
|
" nit: 9\n",
|
|
" jac: [ 1.499e-06 -2.354e-06 -5.718e-06 -5.716e-06]\n",
|
|
" hess_inv: [[ 1.024e+01 -1.433e+01 -2.053e+03 -2.052e+03]\n",
|
|
" [-1.433e+01 2.323e+01 3.183e+03 3.182e+03]\n",
|
|
" [-2.053e+03 3.183e+03 4.559e+05 4.557e+05]\n",
|
|
" [-2.052e+03 3.182e+03 4.557e+05 4.556e+05]]\n",
|
|
" nfev: 70\n",
|
|
" njev: 14\n",
|
|
"24.417682352501412 25.90301220168015\n",
|
|
" message: Optimization terminated successfully.\n",
|
|
" success: True\n",
|
|
" status: 0\n",
|
|
" fun: 0.002379641280350415\n",
|
|
" x: [-4.224e-02 1.886e-01 2.736e+01 2.736e+01]\n",
|
|
" nit: 9\n",
|
|
" jac: [ 6.013e-07 -2.495e-06 -5.702e-06 -5.698e-06]\n",
|
|
" hess_inv: [[ 2.176e+00 -5.250e+00 -7.336e+02 -7.335e+02]\n",
|
|
" [-5.250e+00 2.445e+01 3.276e+03 3.276e+03]\n",
|
|
" [-7.336e+02 3.276e+03 4.578e+05 4.577e+05]\n",
|
|
" [-7.335e+02 3.276e+03 4.577e+05 4.576e+05]]\n",
|
|
" nfev: 70\n",
|
|
" njev: 14\n",
|
|
"24.793014753227702 25.924347343685717\n"
|
|
]
|
|
},
|
|
{
|
|
"data": {
|
|
"image/png": 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",
|
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"text/plain": [
|
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"<Figure size 1200x900 with 4 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"def plot_center(ax, selected_rotation, analysis_height=2):\n",
|
|
" selected = data[(data['h'] == analysis_height) & (data['r'] == selected_rotation)]\n",
|
|
" interpolation_f = scipy.interpolate.Rbf(selected['x'], selected['y'], selected['output_voltage']/selected['input_voltage'], function='linear')\n",
|
|
" d = 5\n",
|
|
" \n",
|
|
" dx_space = np.linspace(-d, d, 50)\n",
|
|
" dy_space = np.linspace(-d, d, 50)\n",
|
|
" x_space, y_space = np.meshgrid(dx_space, dy_space)\n",
|
|
" \n",
|
|
" deltas_xy = interpolation_f(x_space, y_space)\n",
|
|
" ax.imshow(deltas_xy)\n",
|
|
" ax.set(xticks=np.linspace(0, 49, (2*d+1)), xticklabels=np.linspace(-d, d, (2*d+1)))\n",
|
|
" ax.set(yticks=np.linspace(0, 49, (2*d+1)), yticklabels=np.linspace(-d, d, (2*d+1)))\n",
|
|
" ax.axhline(50/2, color='lightgray')\n",
|
|
" ax.axvline(50/2, color='lightgray')\n",
|
|
"\n",
|
|
" x_map = lambda x: (x/(2*d) + 0.5) * 49 + 0.5\n",
|
|
" y_map = lambda y: x_map(y)\n",
|
|
" #ax.scatter(x_map(selected['x']), y_map(selected['y']), marker='.')\n",
|
|
" max_x, max_y = np.unravel_index(deltas_xy.argmax(), (len(dx_space), len(dy_space)))\n",
|
|
" ax.scatter([max_x], [max_y], marker='+', color='red')\n",
|
|
"\n",
|
|
" def fun(x):\n",
|
|
" mu0, mu1, sig0, sig1 = x\n",
|
|
" pdf = scipy.stats.multivariate_normal(mean=(mu0, mu1), cov=np.array([[sig0, 0], [0, sig1]])).pdf\n",
|
|
" return np.mean((pdf(np.dstack((x_space, y_space))) + deltas_xy)**2)\n",
|
|
" \n",
|
|
" # pars, cov = scipy.optimize.curve_fit(fun, np.vstack([x_space, y_space]), deltas_xy.flatten(), p0=[0,0, 1, 1])\n",
|
|
" # print(pars, cov)\n",
|
|
" res = scipy.optimize.minimize(fun, x0=[0, 0, 1, 1])\n",
|
|
" print(res)\n",
|
|
" mu_x, mu_y = res.x[:2]\n",
|
|
" print(x_map(mu_x), y_map(mu_y))\n",
|
|
" ax.plot([x_map(mu_x)], [y_map(mu_y)], marker='+', color='cyan')\n",
|
|
" \n",
|
|
" ax.set_xlim([-0.5, 49.5])\n",
|
|
" ax.set_ylim([-0.5, 49.5])\n",
|
|
"\n",
|
|
"fig, axs = plt.subplots(2, 2, figsize=(12, 9))\n",
|
|
"for r, ax in zip([0, 15, 30, 45], axs.flatten()):\n",
|
|
" plot_center(ax, r)\n",
|
|
" ax.set_title(f'rotation = {r} deg')\n",
|
|
"fig.tight_layout()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 93,
|
|
"id": "ff0f9cec-682a-4fce-b72c-3face4461ccb",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"Data points at h=0.00mm: 4062\n",
|
|
"Data points at alpha=0.00mm: 592\n",
|
|
"Data points at both: 100\n",
|
|
"r=0.00 mm: dv=0.662 % / rms=0.269 % (10 points)\n",
|
|
"r=1.00 mm: dv=0.595 % / rms=0.268 % (8 points)\n",
|
|
"r=2.00 mm: dv=0.478 % / rms=0.167 % (10 points)\n",
|
|
"r=3.00 mm: dv=0.266 % / rms=0.079 % (8 points)\n",
|
|
"r=5.00 mm: dv=0.311 % / rms=0.092 % (8 points)\n",
|
|
"Data points at h=0.00mm: 4062\n",
|
|
"Data points at alpha=45.00mm: 600\n",
|
|
"Data points at both: 102\n",
|
|
"r=0.00 mm: dv=0.662 % / rms=0.269 % (10 points)\n",
|
|
"r=1.00 mm: dv=0.548 % / rms=0.232 % (8 points)\n",
|
|
"r=2.00 mm: dv=0.328 % / rms=0.123 % (8 points)\n",
|
|
"r=3.00 mm: dv=0.167 % / rms=0.057 % (8 points)\n",
|
|
"r=5.00 mm: dv=0.171 % / rms=0.066 % (8 points)\n",
|
|
"Data points at h=0.00mm: 4062\n",
|
|
"Data points at alpha=90.00mm: 592\n",
|
|
"Data points at both: 100\n",
|
|
"r=0.00 mm: dv=0.662 % / rms=0.269 % (10 points)\n",
|
|
"r=1.00 mm: dv=0.516 % / rms=0.204 % (8 points)\n",
|
|
"r=2.00 mm: dv=0.303 % / rms=0.100 % (10 points)\n",
|
|
"r=3.00 mm: dv=0.186 % / rms=0.060 % (8 points)\n",
|
|
"r=5.00 mm: dv=0.182 % / rms=0.069 % (8 points)\n",
|
|
"Data points at h=0.00mm: 4062\n",
|
|
"Data points at alpha=135.00mm: 600\n",
|
|
"Data points at both: 102\n",
|
|
"r=0.00 mm: dv=0.662 % / rms=0.269 % (10 points)\n",
|
|
"r=1.00 mm: dv=0.521 % / rms=0.207 % (8 points)\n",
|
|
"r=2.00 mm: dv=0.288 % / rms=0.088 % (8 points)\n",
|
|
"r=3.00 mm: dv=0.145 % / rms=0.048 % (8 points)\n",
|
|
"r=5.00 mm: dv=0.182 % / rms=0.058 % (8 points)\n",
|
|
"Data points at h=0.00mm: 4062\n",
|
|
"Data points at alpha=180.00mm: 620\n",
|
|
"Data points at both: 104\n",
|
|
"r=0.00 mm: dv=0.662 % / rms=0.269 % (10 points)\n",
|
|
"r=1.00 mm: dv=0.524 % / rms=0.218 % (8 points)\n",
|
|
"r=2.00 mm: dv=0.277 % / rms=0.102 % (10 points)\n",
|
|
"r=3.00 mm: dv=0.166 % / rms=0.050 % (8 points)\n",
|
|
"r=5.00 mm: dv=0.305 % / rms=0.097 % (8 points)\n",
|
|
"Data points at h=0.00mm: 4062\n",
|
|
"Data points at alpha=225.00mm: 628\n",
|
|
"Data points at both: 106\n",
|
|
"r=0.00 mm: dv=0.662 % / rms=0.269 % (10 points)\n",
|
|
"r=1.00 mm: dv=0.567 % / rms=0.256 % (8 points)\n",
|
|
"r=2.00 mm: dv=0.376 % / rms=0.149 % (8 points)\n",
|
|
"r=3.00 mm: dv=0.163 % / rms=0.052 % (8 points)\n",
|
|
"r=5.00 mm: dv=0.261 % / rms=0.075 % (8 points)\n",
|
|
"Data points at h=0.00mm: 4062\n",
|
|
"Data points at alpha=270.00mm: 620\n",
|
|
"Data points at both: 104\n",
|
|
"r=0.00 mm: dv=0.662 % / rms=0.269 % (10 points)\n",
|
|
"r=1.00 mm: dv=0.619 % / rms=0.288 % (8 points)\n",
|
|
"r=2.00 mm: dv=0.486 % / rms=0.180 % (10 points)\n",
|
|
"r=3.00 mm: dv=0.260 % / rms=0.089 % (8 points)\n",
|
|
"r=5.00 mm: dv=0.366 % / rms=0.115 % (8 points)\n",
|
|
"Data points at h=0.00mm: 4062\n",
|
|
"Data points at alpha=315.00mm: 600\n",
|
|
"Data points at both: 102\n",
|
|
"r=0.00 mm: dv=0.662 % / rms=0.269 % (10 points)\n",
|
|
"r=1.00 mm: dv=0.648 % / rms=0.294 % (8 points)\n",
|
|
"r=2.00 mm: dv=0.514 % / rms=0.207 % (8 points)\n",
|
|
"r=3.00 mm: dv=0.306 % / rms=0.105 % (8 points)\n",
|
|
"r=5.00 mm: dv=0.290 % / rms=0.092 % (8 points)\n"
|
|
]
|
|
},
|
|
{
|
|
"data": {
|
|
"image/png": 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",
|
|
"text/plain": [
|
|
"<Figure size 700x700 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"def radial_plot(ax, colors, opacity, h=2, 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]]), np.hstack([v, [v[0]]]), color=color, alpha=opacity)\n",
|
|
" \n",
|
|
"fig, ax = plt.subplots(figsize=(7, 7))\n",
|
|
"for alpha in [0, 45, 90, 135, 180, 225, 270, 315]:\n",
|
|
" radial_plot(ax, h=0, alpha=alpha, colors=plt.cm.tab10.colors, opacity=(alpha/360)*0.9 + 0.1)\n",
|
|
"ax.grid()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"id": "3038c270-7c69-44e9-8297-4898898d9e47",
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": []
|
|
}
|
|
],
|
|
"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": "3.12.6"
|
|
}
|
|
},
|
|
"nbformat": 4,
|
|
"nbformat_minor": 5
|
|
}
|