diff --git a/docs/users/tutorials/index.rst b/docs/users/tutorials/index.rst index 1bbbeed773b73e1cb79bcb78d8108b1b17ad6f31..97df55abe1a3d7ae1b7718d8482323d5ce93cc37 100644 --- a/docs/users/tutorials/index.rst +++ b/docs/users/tutorials/index.rst @@ -4,4 +4,7 @@ Getting Started with AutoCNet .. toctree:: :maxdepth: 1 + Introduction to the Tutorials <intro> Opening a Spatial Data Set with GDAL <GeoDataset.ipynb> + Opening a TES dataset <tes.ipynb> + diff --git a/docs/users/tutorials/tes.ipynb b/docs/users/tutorials/tes.ipynb new file mode 100644 index 0000000000000000000000000000000000000000..70166e283b68984ff228490dbf6e60fe79e41a84 --- /dev/null +++ b/docs/users/tutorials/tes.ipynb @@ -0,0 +1,902 @@ +{ + "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", + " <tbody>\n", + " <tr>\n", + " <th>0</th>\n", + " <td>604702680</td>\n", + " <td>-2.649248e+07</td>\n", + " <td>(1321.625, 3328.09814453125, -1171.3719482421875)</td>\n", + " <td>(242380016.0, 35959824.0, 9939954.0)</td>\n", + " <td>(0.1824042946100235, -0.3314073383808136, -0.4...</td>\n", + " <td>(b'c', b'c')</td>\n", + " </tr>\n", + " <tr>\n", + " <th>1</th>\n", + " <td>604702684</td>\n", + " <td>-2.649247e+07</td>\n", + " <td>(1331.2796630859375, 3327.698974609375, -1161....</td>\n", + " <td>(242379984.0, 35959904.0, 9939991.0)</td>\n", + " <td>(0.18153679370880127, -0.33282148838043213, -0...</td>\n", + " <td>(b'c', b'c')</td>\n", + " </tr>\n", + " <tr>\n", + " <th>2</th>\n", + " <td>604702686</td>\n", + " <td>-2.649247e+07</td>\n", + " <td>(1336.1007080078125, 3327.483154296875, -1157....</td>\n", + " <td>(242379984.0, 35959940.0, 9940010.0)</td>\n", + " <td>(0.18109986186027527, -0.33354103565216064, -0...</td>\n", + " <td>(b'c', b'c')</td>\n", + " </tr>\n", + " <tr>\n", + " <th>3</th>\n", + " <td>604702688</td>\n", + " <td>-2.649247e+07</td>\n", + " <td>(1340.9173583984375, 3327.2568359375, -1152.47...</td>\n", + " <td>(242379968.0, 35959980.0, 9940028.0)</td>\n", + " <td>(0.1806604117155075, -0.33425629138946533, -0....</td>\n", + " <td>(b'c', b'c')</td>\n", + " </tr>\n", + " <tr>\n", + " <th>4</th>\n", + " <td>604702690</td>\n", + " <td>-2.649247e+07</td>\n", + " <td>(1345.729736328125, 3327.02001953125, -1147.73...</td>\n", + " <td>(242379968.0, 35960020.0, 9940047.0)</td>\n", + " <td>(0.1802179366350174, -0.33496642112731934, -0....</td>\n", + " <td>(b'c', b'c')</td>\n", + " </tr>\n", + " <tr>\n", + " <th>5</th>\n", + " <td>604702692</td>\n", + " <td>-2.649247e+07</td>\n", + " <td>(1350.5379638671875, 3326.772216796875, -1143....</td>\n", + " <td>(242379952.0, 35960060.0, 9940065.0)</td>\n", + " <td>(0.1797812581062317, -0.33567821979522705, -0....</td>\n", + " <td>(b'c', b'c')</td>\n", + " </tr>\n", + " <tr>\n", + " <th>6</th>\n", + " <td>604702694</td>\n", + " <td>-2.649246e+07</td>\n", + " <td>(1355.3416748046875, 3326.513916015625, -1138....</td>\n", + " <td>(242379952.0, 35960100.0, 9940083.0)</td>\n", + " <td>(0.17935168743133545, -0.3363921642303467, -0....</td>\n", + " <td>(b'c', b'c')</td>\n", + " </tr>\n", + " <tr>\n", + " <th>7</th>\n", + " <td>604702696</td>\n", + " <td>-2.649246e+07</td>\n", + " <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", + " </tr>\n", + " <tr>\n", + " <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", + " </tr>\n", + " <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", + " <td>(b'c', b'c')</td>\n", + " </tr>\n", + " <tr>\n", + " <th>10</th>\n", + " <td>604702872</td>\n", + " <td>-2.649229e+07</td>\n", + " <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", + " </tr>\n", + " <tr>\n", + " <th>11</th>\n", + " <td>604702876</td>\n", + " <td>-2.649228e+07</td>\n", + " <td>(1772.500244140625, 3258.625732421875, -693.42...</td>\n", + " <td>(242379120.0, 35963712.0, 9941763.0)</td>\n", + " <td>(0.13917456567287445, -0.3997543156147003, -0....</td>\n", + " <td>(b'c', b'c')</td>\n", + " </tr>\n", + " <tr>\n", + " <th>12</th>\n", + " <td>604702878</td>\n", + " <td>-2.649228e+07</td>\n", + " <td>(1776.843994140625, 3257.39599609375, -688.412...</td>\n", + " <td>(242379104.0, 35963752.0, 9941782.0)</td>\n", + " <td>(0.13872121274471283, -0.40044155716896057, -0...</td>\n", + " <td>(b'c', b'c')</td>\n", + " </tr>\n", + " <tr>\n", + " <th>13</th>\n", + " <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", + " </tr>\n", + " <tr>\n", + " <th>14</th>\n", + " <td>604702882</td>\n", + " <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", + " </tr>\n", + " <tr>\n", + " <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", + " </tr>\n", + " <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", + " </tr>\n", + " <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", + " </tr>\n", + " <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 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