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aflab
astrogeology
Plio
Commits
eabe5da2
Commit
eabe5da2
authored
7 years ago
by
jay
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Merge branch 'master' of
https://github.com/jlaura/plio
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docs/users/tutorials/index.rst
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docs/users/tutorials/tes.ipynb
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@@ -4,4 +4,7 @@ Getting Started with AutoCNet
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@@ -4,4 +4,7 @@ Getting Started with AutoCNet
.. toctree::
.. toctree::
:maxdepth: 1
:maxdepth: 1
Introduction to the Tutorials <intro>
Opening a Spatial Data Set with GDAL <GeoDataset.ipynb>
Opening a Spatial Data Set with GDAL <GeoDataset.ipynb>
Opening a TES dataset <tes.ipynb>
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{
"cells": [
{
"cell_type": "code",
"execution_count": 3,
"metadata": {
"collapsed": true,
"deletable": true,
"editable": true
},
"outputs": [],
"source": [
"import plio\n",
"from plio.io.io_tes import Tes\n",
"from plio.examples import get_path"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {
"collapsed": false,
"deletable": true,
"editable": true
},
"outputs": [],
"source": [
"pos = Tes(get_path('pos10001.tab'))"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {
"collapsed": false,
"deletable": true,
"editable": true
},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>sclk_time</th>\n",
" <th>et</th>\n",
" <th>pos</th>\n",
" <th>sun</th>\n",
" <th>quat</th>\n",
" <th>id</th>\n",
" </tr>\n",
" </thead>\n",
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" <td>(1360.1412353515625, 3326.2451171875, -1133.51...</td>\n",
" <td>(242379936.0, 35960140.0, 9940102.0)</td>\n",
" <td>(0.17892010509967804, -0.33710038661956787, -0...</td>\n",
" <td>(b'c', b'c')</td>\n",
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" <th>8</th>\n",
" <td>604702698</td>\n",
" <td>-2.649246e+07</td>\n",
" <td>(1364.936279296875, 3325.96533203125, -1128.76...</td>\n",
" <td>(242379936.0, 35960180.0, 9940120.0)</td>\n",
" <td>(0.17848612368106842, -0.3378016948699951, -0....</td>\n",
" <td>(b'c', b'c')</td>\n",
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" <tr>\n",
" <th>9</th>\n",
" <td>604702700</td>\n",
" <td>-2.649246e+07</td>\n",
" <td>(1369.7271728515625, 3325.675048828125, -1124....</td>\n",
" <td>(242379920.0, 35960220.0, 9940139.0)</td>\n",
" <td>(0.17805038392543793, -0.3385055959224701, -0....</td>\n",
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" <td>(1763.795654296875, 3261.053955078125, -703.44...</td>\n",
" <td>(242379136.0, 35963636.0, 9941726.0)</td>\n",
" <td>(0.14008298516273499, -0.39840176701545715, -0...</td>\n",
" <td>(b'c', b'c')</td>\n",
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" <td>-2.649228e+07</td>\n",
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" <td>(0.13917456567287445, -0.3997543156147003, -0....</td>\n",
" <td>(b'c', b'c')</td>\n",
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" <td>-2.649228e+07</td>\n",
" <td>(1776.843994140625, 3257.39599609375, -688.412...</td>\n",
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" <td>(0.13872121274471283, -0.40044155716896057, -0...</td>\n",
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" <td>604702880</td>\n",
" <td>-2.649228e+07</td>\n",
" <td>(1781.18212890625, 3256.15576171875, -683.3973...</td>\n",
" <td>(242379104.0, 35963792.0, 9941800.0)</td>\n",
" <td>(0.13827399909496307, -0.40112653374671936, -0...</td>\n",
" <td>(b'c', b'c')</td>\n",
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" <td>-2.649228e+07</td>\n",
" <td>(1785.5146484375, 3254.9052734375, -678.380310...</td>\n",
" <td>(242379088.0, 35963832.0, 9941819.0)</td>\n",
" <td>(0.1378343552350998, -0.40180885791778564, -0....</td>\n",
" <td>(b'c', b'c')</td>\n",
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" <th>15</th>\n",
" <td>604702884</td>\n",
" <td>-2.649227e+07</td>\n",
" <td>(1789.8414306640625, 3253.644287109375, -673.3...</td>\n",
" <td>(242379088.0, 35963872.0, 9941837.0)</td>\n",
" <td>(0.13739295303821564, -0.4024978578090668, -0....</td>\n",
" <td>(b'c', b'c')</td>\n",
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" <tr>\n",
" <th>16</th>\n",
" <td>604702886</td>\n",
" <td>-2.649227e+07</td>\n",
" <td>(1794.1624755859375, 3252.373046875, -668.3395...</td>\n",
" <td>(242379072.0, 35963912.0, 9941856.0)</td>\n",
" <td>(0.13694943487644196, -0.40319517254829407, -0...</td>\n",
" <td>(b'c', b'c')</td>\n",
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" <tr>\n",
" <th>17</th>\n",
" <td>604702888</td>\n",
" <td>-2.649227e+07</td>\n",
" <td>(1798.477783203125, 3251.09130859375, -663.316...</td>\n",
" <td>(242379056.0, 35963952.0, 9941874.0)</td>\n",
" <td>(0.13650058209896088, -0.40388038754463196, -0...</td>\n",
" <td>(b'c', b'c')</td>\n",
" </tr>\n",
" <tr>\n",
" <th>18</th>\n",
" <td>604702890</td>\n",
" <td>-2.649227e+07</td>\n",
" <td>(1802.787353515625, 3249.79931640625, -658.290...</td>\n",
" <td>(242379056.0, 35963992.0, 9941892.0)</td>\n",
" <td>(0.13604523241519928, -0.4045509099960327, -0....</td>\n",
" <td>(b'c', b'c')</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19</th>\n",
" <td>604702892</td>\n",
" <td>-2.649227e+07</td>\n",
" <td>(1807.09130859375, 3248.496826171875, -653.262...</td>\n",
" <td>(242379040.0, 35964032.0, 9941911.0)</td>\n",
" <td>(0.13559292256832123, -0.40522345900535583, -0...</td>\n",
" <td>(b'c', b'c')</td>\n",
" </tr>\n",
" <tr>\n",
" <th>20</th>\n",
" <td>604702894</td>\n",
" <td>-2.649226e+07</td>\n",
" <td>(1811.389404296875, 3247.183837890625, -648.23...</td>\n",
" <td>(242379040.0, 35964072.0, 9941929.0)</td>\n",
" <td>(0.13514433801174164, -0.4058985114097595, -0....</td>\n",
" <td>(b'c', b'c')</td>\n",
" </tr>\n",
" <tr>\n",
" <th>21</th>\n",
" <td>604703064</td>\n",
" <td>-2.649209e+07</td>\n",
" <td>(2154.297119140625, 3098.24658203125, -214.761...</td>\n",
" <td>(242378256.0, 35967448.0, 9943498.0)</td>\n",
" <td>(0.09671157598495483, -0.4623425304889679, -0....</td>\n",
" <td>(b'c', b'c')</td>\n",
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" <tr>\n",
" <th>22</th>\n",
" <td>604703068</td>\n",
" <td>-2.649209e+07</td>\n",
" <td>(2161.79931640625, 3093.86865234375, -204.4632...</td>\n",
" <td>(242378240.0, 35967524.0, 9943535.0)</td>\n",
" <td>(0.09579837322235107, -0.46363431215286255, -0...</td>\n",
" <td>(b'c', b'c')</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23</th>\n",
" <td>604703070</td>\n",
" <td>-2.649209e+07</td>\n",
" <td>(2165.5400390625, 3091.6650390625, -199.312927...</td>\n",
" <td>(242378240.0, 35967564.0, 9943554.0)</td>\n",
" <td>(0.09533984214067459, -0.46428006887435913, -0...</td>\n",
" <td>(b'c', b'c')</td>\n",
" </tr>\n",
" <tr>\n",
" <th>24</th>\n",
" <td>604703072</td>\n",
" <td>-2.649209e+07</td>\n",
" <td>(2169.274169921875, 3089.451416015625, -194.16...</td>\n",
" <td>(242378224.0, 35967604.0, 9943572.0)</td>\n",
" <td>(0.09488427639007568, -0.46492496132850647, -0...</td>\n",
" <td>(b'c', b'c')</td>\n",
" </tr>\n",
" <tr>\n",
" <th>25</th>\n",
" <td>604703074</td>\n",
" <td>-2.649208e+07</td>\n",
" <td>(2173.001220703125, 3087.22802734375, -189.010...</td>\n",
" <td>(242378208.0, 35967644.0, 9943591.0)</td>\n",
" <td>(0.09443235397338867, -0.46556881070137024, -0...</td>\n",
" <td>(b'c', b'c')</td>\n",
" </tr>\n",
" <tr>\n",
" <th>26</th>\n",
" <td>604703076</td>\n",
" <td>-2.649208e+07</td>\n",
" <td>(2176.721435546875, 3084.994873046875, -183.85...</td>\n",
" <td>(242378208.0, 35967684.0, 9943609.0)</td>\n",
" <td>(0.093976229429245, -0.4662158489227295, -0.50...</td>\n",
" <td>(b'c', b'c')</td>\n",
" </tr>\n",
" <tr>\n",
" <th>27</th>\n",
" <td>604703078</td>\n",
" <td>-2.649208e+07</td>\n",
" <td>(2180.4345703125, 3082.751953125, -178.7055206...</td>\n",
" <td>(242378192.0, 35967724.0, 9943628.0)</td>\n",
" <td>(0.09351497888565063, -0.4668668508529663, -0....</td>\n",
" <td>(b'c', b'c')</td>\n",
" </tr>\n",
" <tr>\n",
" <th>28</th>\n",
" <td>604703080</td>\n",
" <td>-2.649208e+07</td>\n",
" <td>(2184.140869140625, 3080.499267578125, -173.55...</td>\n",
" <td>(242378192.0, 35967764.0, 9943646.0)</td>\n",
" <td>(0.09305869042873383, -0.46751669049263, -0.50...</td>\n",
" <td>(b'c', b'c')</td>\n",
" </tr>\n",
" <tr>\n",
" <th>29</th>\n",
" <td>604703082</td>\n",
" <td>-2.649208e+07</td>\n",
" <td>(2187.84033203125, 3078.236572265625, -168.398...</td>\n",
" <td>(242378176.0, 35967804.0, 9943664.0)</td>\n",
" <td>(0.0926084965467453, -0.46816515922546387, -0....</td>\n",
" <td>(b'c', b'c')</td>\n",
" </tr>\n",
" <tr>\n",
" <th>...</th>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19821</th>\n",
" <td>605129704</td>\n",
" <td>-2.606545e+07</td>\n",
" <td>(-848.8919067382812, -3402.706787109375, 1454....</td>\n",
" <td>(240235392.0, 44406032.0, 13871953.0)</td>\n",
" <td>(0.0, -0.0, -0.0, -0.0)</td>\n",
" <td>(b'c', b'c')</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19822</th>\n",
" <td>605129706</td>\n",
" <td>-2.606545e+07</td>\n",
" <td>(-853.8307495117188, -3403.334228515625, 1449....</td>\n",
" <td>(240235392.0, 44406072.0, 13871971.0)</td>\n",
" <td>(0.0, -0.0, -0.0, -0.0)</td>\n",
" <td>(b'c', b'c')</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19823</th>\n",
" <td>605129708</td>\n",
" <td>-2.606545e+07</td>\n",
" <td>(-858.7669067382812, -3403.950927734375, 1445....</td>\n",
" <td>(240235376.0, 44406112.0, 13871989.0)</td>\n",
" <td>(0.0, -0.0, -0.0, -0.0)</td>\n",
" <td>(b'c', b'c')</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19824</th>\n",
" <td>605129710</td>\n",
" <td>-2.606545e+07</td>\n",
" <td>(-863.7003784179688, -3404.556884765625, 1440....</td>\n",
" <td>(240235360.0, 44406152.0, 13872008.0)</td>\n",
" <td>(0.0, -0.0, -0.0, -0.0)</td>\n",
" <td>(b'c', b'c')</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19825</th>\n",
" <td>605129712</td>\n",
" <td>-2.606545e+07</td>\n",
" <td>(-868.6311645507812, -3405.15234375, 1436.3658...</td>\n",
" <td>(240235360.0, 44406192.0, 13872026.0)</td>\n",
" <td>(0.0, -0.0, -0.0, -0.0)</td>\n",
" <td>(b'c', b'c')</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19826</th>\n",
" <td>605129714</td>\n",
" <td>-2.606544e+07</td>\n",
" <td>(-873.5592651367188, -3405.737060546875, 1431....</td>\n",
" <td>(240235344.0, 44406228.0, 13872044.0)</td>\n",
" <td>(0.0, -0.0, -0.0, -0.0)</td>\n",
" <td>(b'c', b'c')</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19827</th>\n",
" <td>605129716</td>\n",
" <td>-2.606544e+07</td>\n",
" <td>(-878.484619140625, -3406.31103515625, 1427.35...</td>\n",
" <td>(240235328.0, 44406268.0, 13872063.0)</td>\n",
" <td>(0.0, -0.0, -0.0, -0.0)</td>\n",
" <td>(b'c', b'c')</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19828</th>\n",
" <td>605129718</td>\n",
" <td>-2.606544e+07</td>\n",
" <td>(-883.4072265625, -3406.874267578125, 1422.838...</td>\n",
" <td>(240235328.0, 44406308.0, 13872081.0)</td>\n",
" <td>(0.0, -0.0, -0.0, -0.0)</td>\n",
" <td>(b'c', b'c')</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19829</th>\n",
" <td>605129720</td>\n",
" <td>-2.606544e+07</td>\n",
" <td>(-888.3271484375, -3407.427001953125, 1418.319...</td>\n",
" <td>(240235312.0, 44406348.0, 13872099.0)</td>\n",
" <td>(0.0, -0.0, -0.0, -0.0)</td>\n",
" <td>(b'c', b'c')</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19830</th>\n",
" <td>605129722</td>\n",
" <td>-2.606544e+07</td>\n",
" <td>(-893.2442626953125, -3407.968994140625, 1413....</td>\n",
" <td>(240235296.0, 44406388.0, 13872118.0)</td>\n",
" <td>(0.0, -0.0, -0.0, -0.0)</td>\n",
" <td>(b'c', b'c')</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19831</th>\n",
" <td>605129724</td>\n",
" <td>-2.606543e+07</td>\n",
" <td>(-898.1585693359375, -3408.50048828125, 1409.2...</td>\n",
" <td>(240235296.0, 44406428.0, 13872136.0)</td>\n",
" <td>(0.0, -0.0, -0.0, -0.0)</td>\n",
" <td>(b'c', b'c')</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19832</th>\n",
" <td>605129726</td>\n",
" <td>-2.606543e+07</td>\n",
" <td>(-903.0701293945312, -3409.021240234375, 1404....</td>\n",
" <td>(240235280.0, 44406468.0, 13872155.0)</td>\n",
" <td>(0.0, -0.0, -0.0, -0.0)</td>\n",
" <td>(b'c', b'c')</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19833</th>\n",
" <td>605129728</td>\n",
" <td>-2.606543e+07</td>\n",
" <td>(-907.9788818359375, -3409.53125, 1400.2022705...</td>\n",
" <td>(240235264.0, 44406504.0, 13872173.0)</td>\n",
" <td>(0.0, -0.0, -0.0, -0.0)</td>\n",
" <td>(b'c', b'c')</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19834</th>\n",
" <td>605129730</td>\n",
" <td>-2.606543e+07</td>\n",
" <td>(-912.884765625, -3410.030517578125, 1395.6618...</td>\n",
" <td>(240235264.0, 44406544.0, 13872191.0)</td>\n",
" <td>(0.0, -0.0, -0.0, -0.0)</td>\n",
" <td>(b'c', b'c')</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19835</th>\n",
" <td>605129732</td>\n",
" <td>-2.606543e+07</td>\n",
" <td>(-917.787841796875, -3410.51904296875, 1391.11...</td>\n",
" <td>(240235248.0, 44406584.0, 13872210.0)</td>\n",
" <td>(0.0, -0.0, -0.0, -0.0)</td>\n",
" <td>(b'c', b'c')</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19836</th>\n",
" <td>605129734</td>\n",
" <td>-2.606542e+07</td>\n",
" <td>(-922.68798828125, -3410.9970703125, 1386.5678...</td>\n",
" <td>(240235232.0, 44406624.0, 13872228.0)</td>\n",
" <td>(0.0, -0.0, -0.0, -0.0)</td>\n",
" <td>(b'c', b'c')</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19837</th>\n",
" <td>605129736</td>\n",
" <td>-2.606542e+07</td>\n",
" <td>(-927.5853271484375, -3411.46435546875, 1382.0...</td>\n",
" <td>(240235216.0, 44406664.0, 13872246.0)</td>\n",
" <td>(0.0, -0.0, -0.0, -0.0)</td>\n",
" <td>(b'c', b'c')</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19838</th>\n",
" <td>605129738</td>\n",
" <td>-2.606542e+07</td>\n",
" <td>(-932.4797973632812, -3411.921142578125, 1377....</td>\n",
" <td>(240235216.0, 44406704.0, 13872265.0)</td>\n",
" <td>(0.0, -0.0, -0.0, -0.0)</td>\n",
" <td>(b'c', b'c')</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19839</th>\n",
" <td>605129740</td>\n",
" <td>-2.606542e+07</td>\n",
" <td>(-937.3712768554688, -3412.366943359375, 1372....</td>\n",
" <td>(240235200.0, 44406744.0, 13872283.0)</td>\n",
" <td>(0.0, -0.0, -0.0, -0.0)</td>\n",
" <td>(b'c', b'c')</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19840</th>\n",
" <td>605129742</td>\n",
" <td>-2.606542e+07</td>\n",
" <td>(-942.2598876953125, -3412.80224609375, 1368.3...</td>\n",
" <td>(240235184.0, 44406780.0, 13872302.0)</td>\n",
" <td>(0.0, -0.0, -0.0, -0.0)</td>\n",
" <td>(b'c', b'c')</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19841</th>\n",
" <td>605129744</td>\n",
" <td>-2.606541e+07</td>\n",
" <td>(-947.1455688476562, -3413.226806640625, 1363....</td>\n",
" <td>(240235184.0, 44406820.0, 13872320.0)</td>\n",
" <td>(0.0, -0.0, -0.0, -0.0)</td>\n",
" <td>(b'c', b'c')</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19842</th>\n",
" <td>605129746</td>\n",
" <td>-2.606541e+07</td>\n",
" <td>(-952.0282592773438, -3413.640625, 1359.181640...</td>\n",
" <td>(240235168.0, 44406860.0, 13872338.0)</td>\n",
" <td>(0.0, -0.0, -0.0, -0.0)</td>\n",
" <td>(b'c', b'c')</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19843</th>\n",
" <td>605129748</td>\n",
" <td>-2.606541e+07</td>\n",
" <td>(-956.9080200195312, -3414.043701171875, 1354....</td>\n",
" <td>(240235152.0, 44406900.0, 13872357.0)</td>\n",
" <td>(0.0, -0.0, -0.0, -0.0)</td>\n",
" <td>(b'c', b'c')</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19844</th>\n",
" <td>605129750</td>\n",
" <td>-2.606541e+07</td>\n",
" <td>(-961.7847900390625, -3414.436279296875, 1350....</td>\n",
" <td>(240235152.0, 44406940.0, 13872375.0)</td>\n",
" <td>(0.0, -0.0, -0.0, -0.0)</td>\n",
" <td>(b'c', b'c')</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19845</th>\n",
" <td>605129752</td>\n",
" <td>-2.606541e+07</td>\n",
" <td>(-966.6585693359375, -3414.81787109375, 1345.4...</td>\n",
" <td>(240235136.0, 44406980.0, 13872393.0)</td>\n",
" <td>(0.0, -0.0, -0.0, -0.0)</td>\n",
" <td>(b'c', b'c')</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19846</th>\n",
" <td>605129754</td>\n",
" <td>-2.606540e+07</td>\n",
" <td>(-971.529296875, -3415.18896484375, 1340.83837...</td>\n",
" <td>(240235120.0, 44407016.0, 13872412.0)</td>\n",
" <td>(0.0, -0.0, -0.0, -0.0)</td>\n",
" <td>(b'c', b'c')</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19847</th>\n",
" <td>605129756</td>\n",
" <td>-2.606540e+07</td>\n",
" <td>(-976.3970336914062, -3415.54931640625, 1336.2...</td>\n",
" <td>(240235120.0, 44407056.0, 13872430.0)</td>\n",
" <td>(0.0, -0.0, -0.0, -0.0)</td>\n",
" <td>(b'c', b'c')</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19848</th>\n",
" <td>605129758</td>\n",
" <td>-2.606540e+07</td>\n",
" <td>(-981.26171875, -3415.89892578125, 1331.641357...</td>\n",
" <td>(240235104.0, 44407096.0, 13872448.0)</td>\n",
" <td>(0.0, -0.0, -0.0, -0.0)</td>\n",
" <td>(b'c', b'c')</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19849</th>\n",
" <td>605129760</td>\n",
" <td>-2.606540e+07</td>\n",
" <td>(-986.1233520507812, -3416.238037109375, 1327....</td>\n",
" <td>(240235088.0, 44407136.0, 13872467.0)</td>\n",
" <td>(0.0, -0.0, -0.0, -0.0)</td>\n",
" <td>(b'c', b'c')</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19850</th>\n",
" <td>605129762</td>\n",
" <td>-2.606540e+07</td>\n",
" <td>(-990.9818725585938, -3416.566162109375, 1322....</td>\n",
" <td>(240235088.0, 44407176.0, 13872485.0)</td>\n",
" <td>(0.0, -0.0, -0.0, -0.0)</td>\n",
" <td>(b'c', b'c')</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>19851 rows × 6 columns</p>\n",
"</div>"
],
"text/plain": [
" sclk_time et \\\n",
"0 604702680 -2.649248e+07 \n",
"1 604702684 -2.649247e+07 \n",
"2 604702686 -2.649247e+07 \n",
"3 604702688 -2.649247e+07 \n",
"4 604702690 -2.649247e+07 \n",
"5 604702692 -2.649247e+07 \n",
"6 604702694 -2.649246e+07 \n",
"7 604702696 -2.649246e+07 \n",
"8 604702698 -2.649246e+07 \n",
"9 604702700 -2.649246e+07 \n",
"10 604702872 -2.649229e+07 \n",
"11 604702876 -2.649228e+07 \n",
"12 604702878 -2.649228e+07 \n",
"13 604702880 -2.649228e+07 \n",
"14 604702882 -2.649228e+07 \n",
"15 604702884 -2.649227e+07 \n",
"16 604702886 -2.649227e+07 \n",
"17 604702888 -2.649227e+07 \n",
"18 604702890 -2.649227e+07 \n",
"19 604702892 -2.649227e+07 \n",
"20 604702894 -2.649226e+07 \n",
"21 604703064 -2.649209e+07 \n",
"22 604703068 -2.649209e+07 \n",
"23 604703070 -2.649209e+07 \n",
"24 604703072 -2.649209e+07 \n",
"25 604703074 -2.649208e+07 \n",
"26 604703076 -2.649208e+07 \n",
"27 604703078 -2.649208e+07 \n",
"28 604703080 -2.649208e+07 \n",
"29 604703082 -2.649208e+07 \n",
"... ... ... \n",
"19821 605129704 -2.606545e+07 \n",
"19822 605129706 -2.606545e+07 \n",
"19823 605129708 -2.606545e+07 \n",
"19824 605129710 -2.606545e+07 \n",
"19825 605129712 -2.606545e+07 \n",
"19826 605129714 -2.606544e+07 \n",
"19827 605129716 -2.606544e+07 \n",
"19828 605129718 -2.606544e+07 \n",
"19829 605129720 -2.606544e+07 \n",
"19830 605129722 -2.606544e+07 \n",
"19831 605129724 -2.606543e+07 \n",
"19832 605129726 -2.606543e+07 \n",
"19833 605129728 -2.606543e+07 \n",
"19834 605129730 -2.606543e+07 \n",
"19835 605129732 -2.606543e+07 \n",
"19836 605129734 -2.606542e+07 \n",
"19837 605129736 -2.606542e+07 \n",
"19838 605129738 -2.606542e+07 \n",
"19839 605129740 -2.606542e+07 \n",
"19840 605129742 -2.606542e+07 \n",
"19841 605129744 -2.606541e+07 \n",
"19842 605129746 -2.606541e+07 \n",
"19843 605129748 -2.606541e+07 \n",
"19844 605129750 -2.606541e+07 \n",
"19845 605129752 -2.606541e+07 \n",
"19846 605129754 -2.606540e+07 \n",
"19847 605129756 -2.606540e+07 \n",
"19848 605129758 -2.606540e+07 \n",
"19849 605129760 -2.606540e+07 \n",
"19850 605129762 -2.606540e+07 \n",
"\n",
" pos \\\n",
"0 (1321.625, 3328.09814453125, -1171.3719482421875) \n",
"1 (1331.2796630859375, 3327.698974609375, -1161.... \n",
"2 (1336.1007080078125, 3327.483154296875, -1157.... \n",
"3 (1340.9173583984375, 3327.2568359375, -1152.47... \n",
"4 (1345.729736328125, 3327.02001953125, -1147.73... \n",
"5 (1350.5379638671875, 3326.772216796875, -1143.... \n",
"6 (1355.3416748046875, 3326.513916015625, -1138.... \n",
"7 (1360.1412353515625, 3326.2451171875, -1133.51... \n",
"8 (1364.936279296875, 3325.96533203125, -1128.76... \n",
"9 (1369.7271728515625, 3325.675048828125, -1124.... \n",
"10 (1763.795654296875, 3261.053955078125, -703.44... \n",
"11 (1772.500244140625, 3258.625732421875, -693.42... \n",
"12 (1776.843994140625, 3257.39599609375, -688.412... \n",
"13 (1781.18212890625, 3256.15576171875, -683.3973... \n",
"14 (1785.5146484375, 3254.9052734375, -678.380310... \n",
"15 (1789.8414306640625, 3253.644287109375, -673.3... \n",
"16 (1794.1624755859375, 3252.373046875, -668.3395... \n",
"17 (1798.477783203125, 3251.09130859375, -663.316... \n",
"18 (1802.787353515625, 3249.79931640625, -658.290... \n",
"19 (1807.09130859375, 3248.496826171875, -653.262... \n",
"20 (1811.389404296875, 3247.183837890625, -648.23... \n",
"21 (2154.297119140625, 3098.24658203125, -214.761... \n",
"22 (2161.79931640625, 3093.86865234375, -204.4632... \n",
"23 (2165.5400390625, 3091.6650390625, -199.312927... \n",
"24 (2169.274169921875, 3089.451416015625, -194.16... \n",
"25 (2173.001220703125, 3087.22802734375, -189.010... \n",
"26 (2176.721435546875, 3084.994873046875, -183.85... \n",
"27 (2180.4345703125, 3082.751953125, -178.7055206... \n",
"28 (2184.140869140625, 3080.499267578125, -173.55... \n",
"29 (2187.84033203125, 3078.236572265625, -168.398... \n",
"... ... \n",
"19821 (-848.8919067382812, -3402.706787109375, 1454.... \n",
"19822 (-853.8307495117188, -3403.334228515625, 1449.... \n",
"19823 (-858.7669067382812, -3403.950927734375, 1445.... \n",
"19824 (-863.7003784179688, -3404.556884765625, 1440.... \n",
"19825 (-868.6311645507812, -3405.15234375, 1436.3658... \n",
"19826 (-873.5592651367188, -3405.737060546875, 1431.... \n",
"19827 (-878.484619140625, -3406.31103515625, 1427.35... \n",
"19828 (-883.4072265625, -3406.874267578125, 1422.838... \n",
"19829 (-888.3271484375, -3407.427001953125, 1418.319... \n",
"19830 (-893.2442626953125, -3407.968994140625, 1413.... \n",
"19831 (-898.1585693359375, -3408.50048828125, 1409.2... \n",
"19832 (-903.0701293945312, -3409.021240234375, 1404.... \n",
"19833 (-907.9788818359375, -3409.53125, 1400.2022705... \n",
"19834 (-912.884765625, -3410.030517578125, 1395.6618... \n",
"19835 (-917.787841796875, -3410.51904296875, 1391.11... \n",
"19836 (-922.68798828125, -3410.9970703125, 1386.5678... \n",
"19837 (-927.5853271484375, -3411.46435546875, 1382.0... \n",
"19838 (-932.4797973632812, -3411.921142578125, 1377.... \n",
"19839 (-937.3712768554688, -3412.366943359375, 1372.... \n",
"19840 (-942.2598876953125, -3412.80224609375, 1368.3... \n",
"19841 (-947.1455688476562, -3413.226806640625, 1363.... \n",
"19842 (-952.0282592773438, -3413.640625, 1359.181640... \n",
"19843 (-956.9080200195312, -3414.043701171875, 1354.... \n",
"19844 (-961.7847900390625, -3414.436279296875, 1350.... \n",
"19845 (-966.6585693359375, -3414.81787109375, 1345.4... \n",
"19846 (-971.529296875, -3415.18896484375, 1340.83837... \n",
"19847 (-976.3970336914062, -3415.54931640625, 1336.2... \n",
"19848 (-981.26171875, -3415.89892578125, 1331.641357... \n",
"19849 (-986.1233520507812, -3416.238037109375, 1327.... \n",
"19850 (-990.9818725585938, -3416.566162109375, 1322.... \n",
"\n",
" sun \\\n",
"0 (242380016.0, 35959824.0, 9939954.0) \n",
"1 (242379984.0, 35959904.0, 9939991.0) \n",
"2 (242379984.0, 35959940.0, 9940010.0) \n",
"3 (242379968.0, 35959980.0, 9940028.0) \n",
"4 (242379968.0, 35960020.0, 9940047.0) \n",
"5 (242379952.0, 35960060.0, 9940065.0) \n",
"6 (242379952.0, 35960100.0, 9940083.0) \n",
"7 (242379936.0, 35960140.0, 9940102.0) \n",
"8 (242379936.0, 35960180.0, 9940120.0) \n",
"9 (242379920.0, 35960220.0, 9940139.0) \n",
"10 (242379136.0, 35963636.0, 9941726.0) \n",
"11 (242379120.0, 35963712.0, 9941763.0) \n",
"12 (242379104.0, 35963752.0, 9941782.0) \n",
"13 (242379104.0, 35963792.0, 9941800.0) \n",
"14 (242379088.0, 35963832.0, 9941819.0) \n",
"15 (242379088.0, 35963872.0, 9941837.0) \n",
"16 (242379072.0, 35963912.0, 9941856.0) \n",
"17 (242379056.0, 35963952.0, 9941874.0) \n",
"18 (242379056.0, 35963992.0, 9941892.0) \n",
"19 (242379040.0, 35964032.0, 9941911.0) \n",
"20 (242379040.0, 35964072.0, 9941929.0) \n",
"21 (242378256.0, 35967448.0, 9943498.0) \n",
"22 (242378240.0, 35967524.0, 9943535.0) \n",
"23 (242378240.0, 35967564.0, 9943554.0) \n",
"24 (242378224.0, 35967604.0, 9943572.0) \n",
"25 (242378208.0, 35967644.0, 9943591.0) \n",
"26 (242378208.0, 35967684.0, 9943609.0) \n",
"27 (242378192.0, 35967724.0, 9943628.0) \n",
"28 (242378192.0, 35967764.0, 9943646.0) \n",
"29 (242378176.0, 35967804.0, 9943664.0) \n",
"... ... \n",
"19821 (240235392.0, 44406032.0, 13871953.0) \n",
"19822 (240235392.0, 44406072.0, 13871971.0) \n",
"19823 (240235376.0, 44406112.0, 13871989.0) \n",
"19824 (240235360.0, 44406152.0, 13872008.0) \n",
"19825 (240235360.0, 44406192.0, 13872026.0) \n",
"19826 (240235344.0, 44406228.0, 13872044.0) \n",
"19827 (240235328.0, 44406268.0, 13872063.0) \n",
"19828 (240235328.0, 44406308.0, 13872081.0) \n",
"19829 (240235312.0, 44406348.0, 13872099.0) \n",
"19830 (240235296.0, 44406388.0, 13872118.0) \n",
"19831 (240235296.0, 44406428.0, 13872136.0) \n",
"19832 (240235280.0, 44406468.0, 13872155.0) \n",
"19833 (240235264.0, 44406504.0, 13872173.0) \n",
"19834 (240235264.0, 44406544.0, 13872191.0) \n",
"19835 (240235248.0, 44406584.0, 13872210.0) \n",
"19836 (240235232.0, 44406624.0, 13872228.0) \n",
"19837 (240235216.0, 44406664.0, 13872246.0) \n",
"19838 (240235216.0, 44406704.0, 13872265.0) \n",
"19839 (240235200.0, 44406744.0, 13872283.0) \n",
"19840 (240235184.0, 44406780.0, 13872302.0) \n",
"19841 (240235184.0, 44406820.0, 13872320.0) \n",
"19842 (240235168.0, 44406860.0, 13872338.0) \n",
"19843 (240235152.0, 44406900.0, 13872357.0) \n",
"19844 (240235152.0, 44406940.0, 13872375.0) \n",
"19845 (240235136.0, 44406980.0, 13872393.0) \n",
"19846 (240235120.0, 44407016.0, 13872412.0) \n",
"19847 (240235120.0, 44407056.0, 13872430.0) \n",
"19848 (240235104.0, 44407096.0, 13872448.0) \n",
"19849 (240235088.0, 44407136.0, 13872467.0) \n",
"19850 (240235088.0, 44407176.0, 13872485.0) \n",
"\n",
" quat id \n",
"0 (0.1824042946100235, -0.3314073383808136, -0.4... (b'c', b'c') \n",
"1 (0.18153679370880127, -0.33282148838043213, -0... (b'c', b'c') \n",
"2 (0.18109986186027527, -0.33354103565216064, -0... (b'c', b'c') \n",
"3 (0.1806604117155075, -0.33425629138946533, -0.... (b'c', b'c') \n",
"4 (0.1802179366350174, -0.33496642112731934, -0.... (b'c', b'c') \n",
"5 (0.1797812581062317, -0.33567821979522705, -0.... (b'c', b'c') \n",
"6 (0.17935168743133545, -0.3363921642303467, -0.... (b'c', b'c') \n",
"7 (0.17892010509967804, -0.33710038661956787, -0... (b'c', b'c') \n",
"8 (0.17848612368106842, -0.3378016948699951, -0.... (b'c', b'c') \n",
"9 (0.17805038392543793, -0.3385055959224701, -0.... (b'c', b'c') \n",
"10 (0.14008298516273499, -0.39840176701545715, -0... (b'c', b'c') \n",
"11 (0.13917456567287445, -0.3997543156147003, -0.... (b'c', b'c') \n",
"12 (0.13872121274471283, -0.40044155716896057, -0... (b'c', b'c') \n",
"13 (0.13827399909496307, -0.40112653374671936, -0... (b'c', b'c') \n",
"14 (0.1378343552350998, -0.40180885791778564, -0.... (b'c', b'c') \n",
"15 (0.13739295303821564, -0.4024978578090668, -0.... (b'c', b'c') \n",
"16 (0.13694943487644196, -0.40319517254829407, -0... (b'c', b'c') \n",
"17 (0.13650058209896088, -0.40388038754463196, -0... (b'c', b'c') \n",
"18 (0.13604523241519928, -0.4045509099960327, -0.... (b'c', b'c') \n",
"19 (0.13559292256832123, -0.40522345900535583, -0... (b'c', b'c') \n",
"20 (0.13514433801174164, -0.4058985114097595, -0.... (b'c', b'c') \n",
"21 (0.09671157598495483, -0.4623425304889679, -0.... (b'c', b'c') \n",
"22 (0.09579837322235107, -0.46363431215286255, -0... (b'c', b'c') \n",
"23 (0.09533984214067459, -0.46428006887435913, -0... (b'c', b'c') \n",
"24 (0.09488427639007568, -0.46492496132850647, -0... (b'c', b'c') \n",
"25 (0.09443235397338867, -0.46556881070137024, -0... (b'c', b'c') \n",
"26 (0.093976229429245, -0.4662158489227295, -0.50... (b'c', b'c') \n",
"27 (0.09351497888565063, -0.4668668508529663, -0.... (b'c', b'c') \n",
"28 (0.09305869042873383, -0.46751669049263, -0.50... (b'c', b'c') \n",
"29 (0.0926084965467453, -0.46816515922546387, -0.... (b'c', b'c') \n",
"... ... ... \n",
"19821 (0.0, -0.0, -0.0, -0.0) (b'c', b'c') \n",
"19822 (0.0, -0.0, -0.0, -0.0) (b'c', b'c') \n",
"19823 (0.0, -0.0, -0.0, -0.0) (b'c', b'c') \n",
"19824 (0.0, -0.0, -0.0, -0.0) (b'c', b'c') \n",
"19825 (0.0, -0.0, -0.0, -0.0) (b'c', b'c') \n",
"19826 (0.0, -0.0, -0.0, -0.0) (b'c', b'c') \n",
"19827 (0.0, -0.0, -0.0, -0.0) (b'c', b'c') \n",
"19828 (0.0, -0.0, -0.0, -0.0) (b'c', b'c') \n",
"19829 (0.0, -0.0, -0.0, -0.0) (b'c', b'c') \n",
"19830 (0.0, -0.0, -0.0, -0.0) (b'c', b'c') \n",
"19831 (0.0, -0.0, -0.0, -0.0) (b'c', b'c') \n",
"19832 (0.0, -0.0, -0.0, -0.0) (b'c', b'c') \n",
"19833 (0.0, -0.0, -0.0, -0.0) (b'c', b'c') \n",
"19834 (0.0, -0.0, -0.0, -0.0) (b'c', b'c') \n",
"19835 (0.0, -0.0, -0.0, -0.0) (b'c', b'c') \n",
"19836 (0.0, -0.0, -0.0, -0.0) (b'c', b'c') \n",
"19837 (0.0, -0.0, -0.0, -0.0) (b'c', b'c') \n",
"19838 (0.0, -0.0, -0.0, -0.0) (b'c', b'c') \n",
"19839 (0.0, -0.0, -0.0, -0.0) (b'c', b'c') \n",
"19840 (0.0, -0.0, -0.0, -0.0) (b'c', b'c') \n",
"19841 (0.0, -0.0, -0.0, -0.0) (b'c', b'c') \n",
"19842 (0.0, -0.0, -0.0, -0.0) (b'c', b'c') \n",
"19843 (0.0, -0.0, -0.0, -0.0) (b'c', b'c') \n",
"19844 (0.0, -0.0, -0.0, -0.0) (b'c', b'c') \n",
"19845 (0.0, -0.0, -0.0, -0.0) (b'c', b'c') \n",
"19846 (0.0, -0.0, -0.0, -0.0) (b'c', b'c') \n",
"19847 (0.0, -0.0, -0.0, -0.0) (b'c', b'c') \n",
"19848 (0.0, -0.0, -0.0, -0.0) (b'c', b'c') \n",
"19849 (0.0, -0.0, -0.0, -0.0) (b'c', b'c') \n",
"19850 (0.0, -0.0, -0.0, -0.0) (b'c', b'c') \n",
"\n",
"[19851 rows x 6 columns]"
]
},
"execution_count": 10,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"pos.data"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"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": "3.5.3"
},
"widgets": {
"state": {},
"version": "1.1.2"
}
},
"nbformat": 4,
"nbformat_minor": 2
}
%% Cell type:code id: tags:
```
python
import
plio
from
plio.io.io_tes
import
Tes
from
plio.examples
import
get_path
```
%% Cell type:code id: tags:
```
python
pos
=
Tes
(
get_path
(
'
pos10001.tab
'
))
```
%% Cell type:code id: tags:
```
python
pos
.
data
```
%% Output
sclk_time et \
0 604702680 -2.649248e+07
1 604702684 -2.649247e+07
2 604702686 -2.649247e+07
3 604702688 -2.649247e+07
4 604702690 -2.649247e+07
5 604702692 -2.649247e+07
6 604702694 -2.649246e+07
7 604702696 -2.649246e+07
8 604702698 -2.649246e+07
9 604702700 -2.649246e+07
10 604702872 -2.649229e+07
11 604702876 -2.649228e+07
12 604702878 -2.649228e+07
13 604702880 -2.649228e+07
14 604702882 -2.649228e+07
15 604702884 -2.649227e+07
16 604702886 -2.649227e+07
17 604702888 -2.649227e+07
18 604702890 -2.649227e+07
19 604702892 -2.649227e+07
20 604702894 -2.649226e+07
21 604703064 -2.649209e+07
22 604703068 -2.649209e+07
23 604703070 -2.649209e+07
24 604703072 -2.649209e+07
25 604703074 -2.649208e+07
26 604703076 -2.649208e+07
27 604703078 -2.649208e+07
28 604703080 -2.649208e+07
29 604703082 -2.649208e+07
... ... ...
19821 605129704 -2.606545e+07
19822 605129706 -2.606545e+07
19823 605129708 -2.606545e+07
19824 605129710 -2.606545e+07
19825 605129712 -2.606545e+07
19826 605129714 -2.606544e+07
19827 605129716 -2.606544e+07
19828 605129718 -2.606544e+07
19829 605129720 -2.606544e+07
19830 605129722 -2.606544e+07
19831 605129724 -2.606543e+07
19832 605129726 -2.606543e+07
19833 605129728 -2.606543e+07
19834 605129730 -2.606543e+07
19835 605129732 -2.606543e+07
19836 605129734 -2.606542e+07
19837 605129736 -2.606542e+07
19838 605129738 -2.606542e+07
19839 605129740 -2.606542e+07
19840 605129742 -2.606542e+07
19841 605129744 -2.606541e+07
19842 605129746 -2.606541e+07
19843 605129748 -2.606541e+07
19844 605129750 -2.606541e+07
19845 605129752 -2.606541e+07
19846 605129754 -2.606540e+07
19847 605129756 -2.606540e+07
19848 605129758 -2.606540e+07
19849 605129760 -2.606540e+07
19850 605129762 -2.606540e+07
pos \
0 (1321.625, 3328.09814453125, -1171.3719482421875)
1 (1331.2796630859375, 3327.698974609375, -1161....
2 (1336.1007080078125, 3327.483154296875, -1157....
3 (1340.9173583984375, 3327.2568359375, -1152.47...
4 (1345.729736328125, 3327.02001953125, -1147.73...
5 (1350.5379638671875, 3326.772216796875, -1143....
6 (1355.3416748046875, 3326.513916015625, -1138....
7 (1360.1412353515625, 3326.2451171875, -1133.51...
8 (1364.936279296875, 3325.96533203125, -1128.76...
9 (1369.7271728515625, 3325.675048828125, -1124....
10 (1763.795654296875, 3261.053955078125, -703.44...
11 (1772.500244140625, 3258.625732421875, -693.42...
12 (1776.843994140625, 3257.39599609375, -688.412...
13 (1781.18212890625, 3256.15576171875, -683.3973...
14 (1785.5146484375, 3254.9052734375, -678.380310...
15 (1789.8414306640625, 3253.644287109375, -673.3...
16 (1794.1624755859375, 3252.373046875, -668.3395...
17 (1798.477783203125, 3251.09130859375, -663.316...
18 (1802.787353515625, 3249.79931640625, -658.290...
19 (1807.09130859375, 3248.496826171875, -653.262...
20 (1811.389404296875, 3247.183837890625, -648.23...
21 (2154.297119140625, 3098.24658203125, -214.761...
22 (2161.79931640625, 3093.86865234375, -204.4632...
23 (2165.5400390625, 3091.6650390625, -199.312927...
24 (2169.274169921875, 3089.451416015625, -194.16...
25 (2173.001220703125, 3087.22802734375, -189.010...
26 (2176.721435546875, 3084.994873046875, -183.85...
27 (2180.4345703125, 3082.751953125, -178.7055206...
28 (2184.140869140625, 3080.499267578125, -173.55...
29 (2187.84033203125, 3078.236572265625, -168.398...
... ...
19821 (-848.8919067382812, -3402.706787109375, 1454....
19822 (-853.8307495117188, -3403.334228515625, 1449....
19823 (-858.7669067382812, -3403.950927734375, 1445....
19824 (-863.7003784179688, -3404.556884765625, 1440....
19825 (-868.6311645507812, -3405.15234375, 1436.3658...
19826 (-873.5592651367188, -3405.737060546875, 1431....
19827 (-878.484619140625, -3406.31103515625, 1427.35...
19828 (-883.4072265625, -3406.874267578125, 1422.838...
19829 (-888.3271484375, -3407.427001953125, 1418.319...
19830 (-893.2442626953125, -3407.968994140625, 1413....
19831 (-898.1585693359375, -3408.50048828125, 1409.2...
19832 (-903.0701293945312, -3409.021240234375, 1404....
19833 (-907.9788818359375, -3409.53125, 1400.2022705...
19834 (-912.884765625, -3410.030517578125, 1395.6618...
19835 (-917.787841796875, -3410.51904296875, 1391.11...
19836 (-922.68798828125, -3410.9970703125, 1386.5678...
19837 (-927.5853271484375, -3411.46435546875, 1382.0...
19838 (-932.4797973632812, -3411.921142578125, 1377....
19839 (-937.3712768554688, -3412.366943359375, 1372....
19840 (-942.2598876953125, -3412.80224609375, 1368.3...
19841 (-947.1455688476562, -3413.226806640625, 1363....
19842 (-952.0282592773438, -3413.640625, 1359.181640...
19843 (-956.9080200195312, -3414.043701171875, 1354....
19844 (-961.7847900390625, -3414.436279296875, 1350....
19845 (-966.6585693359375, -3414.81787109375, 1345.4...
19846 (-971.529296875, -3415.18896484375, 1340.83837...
19847 (-976.3970336914062, -3415.54931640625, 1336.2...
19848 (-981.26171875, -3415.89892578125, 1331.641357...
19849 (-986.1233520507812, -3416.238037109375, 1327....
19850 (-990.9818725585938, -3416.566162109375, 1322....
sun \
0 (242380016.0, 35959824.0, 9939954.0)
1 (242379984.0, 35959904.0, 9939991.0)
2 (242379984.0, 35959940.0, 9940010.0)
3 (242379968.0, 35959980.0, 9940028.0)
4 (242379968.0, 35960020.0, 9940047.0)
5 (242379952.0, 35960060.0, 9940065.0)
6 (242379952.0, 35960100.0, 9940083.0)
7 (242379936.0, 35960140.0, 9940102.0)
8 (242379936.0, 35960180.0, 9940120.0)
9 (242379920.0, 35960220.0, 9940139.0)
10 (242379136.0, 35963636.0, 9941726.0)
11 (242379120.0, 35963712.0, 9941763.0)
12 (242379104.0, 35963752.0, 9941782.0)
13 (242379104.0, 35963792.0, 9941800.0)
14 (242379088.0, 35963832.0, 9941819.0)
15 (242379088.0, 35963872.0, 9941837.0)
16 (242379072.0, 35963912.0, 9941856.0)
17 (242379056.0, 35963952.0, 9941874.0)
18 (242379056.0, 35963992.0, 9941892.0)
19 (242379040.0, 35964032.0, 9941911.0)
20 (242379040.0, 35964072.0, 9941929.0)
21 (242378256.0, 35967448.0, 9943498.0)
22 (242378240.0, 35967524.0, 9943535.0)
23 (242378240.0, 35967564.0, 9943554.0)
24 (242378224.0, 35967604.0, 9943572.0)
25 (242378208.0, 35967644.0, 9943591.0)
26 (242378208.0, 35967684.0, 9943609.0)
27 (242378192.0, 35967724.0, 9943628.0)
28 (242378192.0, 35967764.0, 9943646.0)
29 (242378176.0, 35967804.0, 9943664.0)
... ...
19821 (240235392.0, 44406032.0, 13871953.0)
19822 (240235392.0, 44406072.0, 13871971.0)
19823 (240235376.0, 44406112.0, 13871989.0)
19824 (240235360.0, 44406152.0, 13872008.0)
19825 (240235360.0, 44406192.0, 13872026.0)
19826 (240235344.0, 44406228.0, 13872044.0)
19827 (240235328.0, 44406268.0, 13872063.0)
19828 (240235328.0, 44406308.0, 13872081.0)
19829 (240235312.0, 44406348.0, 13872099.0)
19830 (240235296.0, 44406388.0, 13872118.0)
19831 (240235296.0, 44406428.0, 13872136.0)
19832 (240235280.0, 44406468.0, 13872155.0)
19833 (240235264.0, 44406504.0, 13872173.0)
19834 (240235264.0, 44406544.0, 13872191.0)
19835 (240235248.0, 44406584.0, 13872210.0)
19836 (240235232.0, 44406624.0, 13872228.0)
19837 (240235216.0, 44406664.0, 13872246.0)
19838 (240235216.0, 44406704.0, 13872265.0)
19839 (240235200.0, 44406744.0, 13872283.0)
19840 (240235184.0, 44406780.0, 13872302.0)
19841 (240235184.0, 44406820.0, 13872320.0)
19842 (240235168.0, 44406860.0, 13872338.0)
19843 (240235152.0, 44406900.0, 13872357.0)
19844 (240235152.0, 44406940.0, 13872375.0)
19845 (240235136.0, 44406980.0, 13872393.0)
19846 (240235120.0, 44407016.0, 13872412.0)
19847 (240235120.0, 44407056.0, 13872430.0)
19848 (240235104.0, 44407096.0, 13872448.0)
19849 (240235088.0, 44407136.0, 13872467.0)
19850 (240235088.0, 44407176.0, 13872485.0)
quat id
0 (0.1824042946100235, -0.3314073383808136, -0.4... (b'c', b'c')
1 (0.18153679370880127, -0.33282148838043213, -0... (b'c', b'c')
2 (0.18109986186027527, -0.33354103565216064, -0... (b'c', b'c')
3 (0.1806604117155075, -0.33425629138946533, -0.... (b'c', b'c')
4 (0.1802179366350174, -0.33496642112731934, -0.... (b'c', b'c')
5 (0.1797812581062317, -0.33567821979522705, -0.... (b'c', b'c')
6 (0.17935168743133545, -0.3363921642303467, -0.... (b'c', b'c')
7 (0.17892010509967804, -0.33710038661956787, -0... (b'c', b'c')
8 (0.17848612368106842, -0.3378016948699951, -0.... (b'c', b'c')
9 (0.17805038392543793, -0.3385055959224701, -0.... (b'c', b'c')
10 (0.14008298516273499, -0.39840176701545715, -0... (b'c', b'c')
11 (0.13917456567287445, -0.3997543156147003, -0.... (b'c', b'c')
12 (0.13872121274471283, -0.40044155716896057, -0... (b'c', b'c')
13 (0.13827399909496307, -0.40112653374671936, -0... (b'c', b'c')
14 (0.1378343552350998, -0.40180885791778564, -0.... (b'c', b'c')
15 (0.13739295303821564, -0.4024978578090668, -0.... (b'c', b'c')
16 (0.13694943487644196, -0.40319517254829407, -0... (b'c', b'c')
17 (0.13650058209896088, -0.40388038754463196, -0... (b'c', b'c')
18 (0.13604523241519928, -0.4045509099960327, -0.... (b'c', b'c')
19 (0.13559292256832123, -0.40522345900535583, -0... (b'c', b'c')
20 (0.13514433801174164, -0.4058985114097595, -0.... (b'c', b'c')
21 (0.09671157598495483, -0.4623425304889679, -0.... (b'c', b'c')
22 (0.09579837322235107, -0.46363431215286255, -0... (b'c', b'c')
23 (0.09533984214067459, -0.46428006887435913, -0... (b'c', b'c')
24 (0.09488427639007568, -0.46492496132850647, -0... (b'c', b'c')
25 (0.09443235397338867, -0.46556881070137024, -0... (b'c', b'c')
26 (0.093976229429245, -0.4662158489227295, -0.50... (b'c', b'c')
27 (0.09351497888565063, -0.4668668508529663, -0.... (b'c', b'c')
28 (0.09305869042873383, -0.46751669049263, -0.50... (b'c', b'c')
29 (0.0926084965467453, -0.46816515922546387, -0.... (b'c', b'c')
... ... ...
19821 (0.0, -0.0, -0.0, -0.0) (b'c', b'c')
19822 (0.0, -0.0, -0.0, -0.0) (b'c', b'c')
19823 (0.0, -0.0, -0.0, -0.0) (b'c', b'c')
19824 (0.0, -0.0, -0.0, -0.0) (b'c', b'c')
19825 (0.0, -0.0, -0.0, -0.0) (b'c', b'c')
19826 (0.0, -0.0, -0.0, -0.0) (b'c', b'c')
19827 (0.0, -0.0, -0.0, -0.0) (b'c', b'c')
19828 (0.0, -0.0, -0.0, -0.0) (b'c', b'c')
19829 (0.0, -0.0, -0.0, -0.0) (b'c', b'c')
19830 (0.0, -0.0, -0.0, -0.0) (b'c', b'c')
19831 (0.0, -0.0, -0.0, -0.0) (b'c', b'c')
19832 (0.0, -0.0, -0.0, -0.0) (b'c', b'c')
19833 (0.0, -0.0, -0.0, -0.0) (b'c', b'c')
19834 (0.0, -0.0, -0.0, -0.0) (b'c', b'c')
19835 (0.0, -0.0, -0.0, -0.0) (b'c', b'c')
19836 (0.0, -0.0, -0.0, -0.0) (b'c', b'c')
19837 (0.0, -0.0, -0.0, -0.0) (b'c', b'c')
19838 (0.0, -0.0, -0.0, -0.0) (b'c', b'c')
19839 (0.0, -0.0, -0.0, -0.0) (b'c', b'c')
19840 (0.0, -0.0, -0.0, -0.0) (b'c', b'c')
19841 (0.0, -0.0, -0.0, -0.0) (b'c', b'c')
19842 (0.0, -0.0, -0.0, -0.0) (b'c', b'c')
19843 (0.0, -0.0, -0.0, -0.0) (b'c', b'c')
19844 (0.0, -0.0, -0.0, -0.0) (b'c', b'c')
19845 (0.0, -0.0, -0.0, -0.0) (b'c', b'c')
19846 (0.0, -0.0, -0.0, -0.0) (b'c', b'c')
19847 (0.0, -0.0, -0.0, -0.0) (b'c', b'c')
19848 (0.0, -0.0, -0.0, -0.0) (b'c', b'c')
19849 (0.0, -0.0, -0.0, -0.0) (b'c', b'c')
19850 (0.0, -0.0, -0.0, -0.0) (b'c', b'c')
[19851 rows x 6 columns]
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