diff --git a/examples/Basic_Simulation/initial_conditions.ipynb b/examples/Basic_Simulation/initial_conditions.ipynb index cdcaae0ed..17b85582f 100644 --- a/examples/Basic_Simulation/initial_conditions.ipynb +++ b/examples/Basic_Simulation/initial_conditions.ipynb @@ -2,10 +2,18 @@ "cells": [ { "cell_type": "code", - "execution_count": null, + "execution_count": 1, "id": "2c4f59ea-1251-49f6-af1e-5695d7e25500", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "env: OMP_NUM_THREADS=4\n" + ] + } + ], "source": [ "import swiftest\n", "import numpy as np\n", @@ -15,21 +23,468 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 2, "id": "6054c7ab-c748-4b39-9fee-d8b27326f497", "metadata": {}, "outputs": [], "source": [ "# Initialize the simulation object as a variable\n", - "sim = swiftest.Simulation(tstart=0.0, tstop=1.0e6, dt=0.01, tstep_out=1.0e3, fragmentation=True, minimum_fragment_mass = 2.5e-11, mtiny=2.5e-8)" + "sim = swiftest.Simulation(tstart=0.0, tstop=1.0e3, dt=0.01, tstep_out=1.0e0, dump_cadence=2, fragmentation=True, minimum_fragment_mass = 2.5e-11, mtiny=2.5e-8)" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 3, "id": "1c122676-bacb-447c-bc37-5ef8019be0d0", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Creating the Sun as a central body\n", + "Fetching ephemerides data for Mercury from JPL/Horizons\n", + "Fetching ephemerides data for Venus from JPL/Horizons\n", + "Fetching ephemerides data for Earth from JPL/Horizons\n", + "Fetching ephemerides data for Mars from JPL/Horizons\n", + "Fetching ephemerides data for Jupiter from JPL/Horizons\n", + "Fetching ephemerides data for Saturn from JPL/Horizons\n", + "Fetching ephemerides data for Uranus from JPL/Horizons\n", + "Fetching ephemerides data for Neptune from JPL/Horizons\n", + "Fetching ephemerides data for Pluto from JPL/Horizons\n" + ] + }, + { + "data": { + "text/html": [ + "
<xarray.Dataset>\n", + "Dimensions: (name: 10, time: 1)\n", + "Coordinates:\n", + " * name (name) <U32 'Sun' 'Mercury' 'Venus' ... 'Neptune' 'Pluto'\n", + " * time (time) float64 0.0\n", + "Data variables: (12/21)\n", + " particle_type (name) <U32 'Central Body' 'Massive Body' ... 'Massive Body'\n", + " id (name) int64 0 1 2 3 4 5 6 7 8 9\n", + " a (time, name) float64 nan 0.3871 0.7233 ... 19.24 30.04 39.37\n", + " e (time, name) float64 nan 0.2056 0.006718 ... 0.008956 0.2487\n", + " inc (time, name) float64 nan 7.003 3.394 ... 0.773 1.771 17.17\n", + " capom (time, name) float64 nan 48.3 76.6 ... 74.01 131.8 110.3\n", + " ... ...\n", + " rotz (time, name) float64 82.25 34.36 8.703 ... 2.33e+03 -38.57\n", + " j2rp2 (time, name) float64 4.754e-12 nan nan nan ... nan nan nan\n", + " j4rp4 (time, name) float64 -2.247e-18 nan nan nan ... nan nan nan\n", + " ntp (time) int64 0\n", + " npl (time) int64 9\n", + " nplm (time) int64 8
array(['Sun', 'Mercury', 'Venus', 'Earth', 'Mars', 'Jupiter', 'Saturn',\n", + " 'Uranus', 'Neptune', 'Pluto'], dtype='<U32')
array([0.])
array(['Central Body', 'Massive Body', 'Massive Body', 'Massive Body',\n", + " 'Massive Body', 'Massive Body', 'Massive Body', 'Massive Body',\n", + " 'Massive Body', 'Massive Body'], dtype='<U32')
array([0, 1, 2, 3, 4, 5, 6, 7, 8, 9])
array([[ nan, 0.38709858, 0.72332976, 0.99999049, 1.52371193,\n", + " 5.2027278 , 9.53201195, 19.24498838, 30.03895991, 39.36791815]])
array([[ nan, 0.2056234 , 0.00671761, 0.016714 , 0.09344151,\n", + " 0.04824498, 0.0548633 , 0.04796175, 0.00895557, 0.24871785]])
array([[ nan, 7.00330251e+00, 3.39443927e+00, 3.63786261e-03,\n", + " 1.84744167e+00, 1.30363113e+00, 2.48790636e+00, 7.73010260e-01,\n", + " 1.77111935e+00, 1.71705506e+01]])
array([[ nan, 48.29611837, 76.60235892, 175.0251726 ,\n", + " 49.47285721, 100.51925884, 113.63057817, 74.01258098,\n", + " 131.82211597, 110.3314333 ]])
array([[ nan, 29.20442404, 54.96037946, 287.96196288,\n", + " 286.73797713, 273.58984029, 339.54673564, 93.59554912,\n", + " 284.47484297, 113.08266359]])
array([[ nan, 338.33948747, 200.47893396, 114.3482934 ,\n", + " 209.33967735, 129.55367007, 290.89958066, 262.86586373,\n", + " 308.45137205, 55.11416408]])
array([[3.94769264e+01, 6.55370981e-06, 9.66331340e-05, 1.20026936e-04,\n", + " 1.27398020e-05, 3.76922511e-02, 1.12858998e-02, 1.72365895e-03,\n", + " 2.03361005e-03, 2.92421677e-07]])
array([[4.65046726e-03, 1.63063818e-05, 4.04537843e-05, 4.25875607e-05,\n", + " 2.26574081e-05, 4.67326170e-04, 3.89256877e-04, 1.69534499e-04,\n", + " 1.64587904e-04, 7.94329488e-06]])
array([[0., 0., 0., 0., 0., 0., 0., 0., 0., 0.]])
array([[0., 0., 0., 0., 0., 0., 0., 0., 0., 0.]])
array([[0.07 , 0.346 , 0.4 , 0.3307, 0.3644, 0.2756, 0.22 , 0.23 ,\n", + " 0.23 , 0.4 ]])
array([[ 1.12093063e+01, 3.57301808e+00, 1.76502820e-01,\n", + " 6.15723963e+00, 9.97922435e+02, -8.09864397e+01,\n", + " 4.41959548e+02, -6.77300026e+02, 1.23222411e+03,\n", + " -2.43594050e+02]])
array([[-3.87593720e+01, -1.83803171e+01, -3.66124758e+00,\n", + " 5.72230591e-02, -9.09554903e+02, -2.38802461e+03,\n", + " 3.78526388e+02, -3.00810991e+03, -2.17730408e+03,\n", + " 2.61286630e+02]])
array([[ 82.25088158, 34.3614385 , 8.70286627, 2301.20825284,\n", + " 1783.3823046 , 5008.72231853, 5135.90911593, -836.30132662,\n", + " 2329.82278781, -38.57352022]])
array([[4.75358069e-12, nan, nan, nan,\n", + " nan, nan, nan, nan,\n", + " nan, nan]])
array([[-2.2473968e-18, nan, nan, nan,\n", + " nan, nan, nan, nan,\n", + " nan, nan]])
array([0])
array([9])
array([8])
<xarray.Dataset>\n", + "Dimensions: (name: 5, time: 1)\n", + "Coordinates:\n", + " * name (name) <U14 'MassiveBody_01' ... 'MassiveBody_05'\n", + " * time (time) float64 0.0\n", + "Data variables: (12/19)\n", + " particle_type (name) <U14 'Massive Body' 'Massive Body' ... 'Massive Body'\n", + " id (name) int64 10 11 12 13 14\n", + " a (time, name) float64 1.469 0.4169 1.369 0.6314 0.4806\n", + " e (time, name) float64 0.1092 0.03191 0.03574 0.03611 0.2767\n", + " inc (time, name) float64 0.2741 70.11 62.39 31.73 47.9\n", + " capom (time, name) float64 123.3 146.2 205.2 41.36 298.9\n", + " ... ...\n", + " rotx (time, name) float64 0.0 0.0 0.0 0.0 0.0\n", + " roty (time, name) float64 0.0 0.0 0.0 0.0 0.0\n", + " rotz (time, name) float64 0.0 0.0 0.0 0.0 0.0\n", + " ntp (time) int64 0\n", + " npl (time) int64 4\n", + " nplm (time) int64 4
array(['MassiveBody_01', 'MassiveBody_02', 'MassiveBody_03', 'MassiveBody_04',\n", + " 'MassiveBody_05'], dtype='<U14')
array([0.])
array(['Massive Body', 'Massive Body', 'Massive Body', 'Massive Body',\n", + " 'Massive Body'], dtype='<U14')
array([10, 11, 12, 13, 14])
array([[1.46890842, 0.41693296, 1.36935799, 0.63137109, 0.48060707]])
array([[0.1091505 , 0.0319055 , 0.03574253, 0.03610694, 0.2767014 ]])
array([[ 0.27407212, 70.11439016, 62.38503974, 31.73409034, 47.90386602]])
array([[123.32397487, 146.23789305, 205.20957986, 41.36151147,\n", + " 298.94507477]])
array([[288.52905376, 228.0126754 , 283.55535282, 262.12803676,\n", + " 354.27698863]])
array([[185.71962783, 294.81917835, 249.60530781, 105.88320628,\n", + " 170.33398412]])
array([[1.19121094e-05, 1.58828125e-05, 1.98535156e-05, 5.95605468e-05,\n", + " 9.92675781e-05]])
array([[2.42505569e-05, 2.66911916e-05, 2.87522145e-05, 4.14678690e-05,\n", + " 4.91655952e-05]])
array([[0.4, 0.4, 0.4, 0.4, 0.4]])
array([[0.4, 0.4, 0.4, 0.4, 0.4]])
array([[0.4, 0.4, 0.4, 0.4, 0.4]])
array([[0., 0., 0., 0., 0.]])
array([[0., 0., 0., 0., 0.]])
array([[0., 0., 0., 0., 0.]])
array([0])
array([4])
array([4])
<xarray.Dataset>\n", + "Dimensions: (name: 10, time: 1)\n", + "Coordinates:\n", + " * name (name) <U15 'TestParticle_01' ... 'TestParticle_10'\n", + " * time (time) float64 0.0\n", + "Data variables:\n", + " particle_type (name) <U15 'Test Particle' ... 'Test Particle'\n", + " id (name) int64 15 16 17 18 19 20 21 22 23 24\n", + " a (time, name) float64 0.7527 1.445 0.8756 ... 1.341 0.9409\n", + " e (time, name) float64 0.267 0.0711 0.04515 ... 0.1502 0.06409\n", + " inc (time, name) float64 58.34 7.109 33.64 ... 52.18 26.94 7.888\n", + " capom (time, name) float64 130.7 145.3 68.94 ... 131.8 140.6 81.53\n", + " omega (time, name) float64 144.5 215.6 104.4 ... 288.9 84.92 180.3\n", + " capm (time, name) float64 55.73 338.2 71.69 ... 239.2 311.4 187.1\n", + " ntp int64 10\n", + " npl int64 0\n", + " nplm int64 0
array(['TestParticle_01', 'TestParticle_02', 'TestParticle_03',\n", + " 'TestParticle_04', 'TestParticle_05', 'TestParticle_06',\n", + " 'TestParticle_07', 'TestParticle_08', 'TestParticle_09',\n", + " 'TestParticle_10'], dtype='<U15')
array([0.])
array(['Test Particle', 'Test Particle', 'Test Particle', 'Test Particle',\n", + " 'Test Particle', 'Test Particle', 'Test Particle', 'Test Particle',\n", + " 'Test Particle', 'Test Particle'], dtype='<U15')
array([15, 16, 17, 18, 19, 20, 21, 22, 23, 24])
array([[0.75271297, 1.4454593 , 0.8756342 , 0.51855117, 1.18418124,\n", + " 0.78631086, 0.35305002, 1.23735174, 1.34098117, 0.94094989]])
array([[0.26703304, 0.07109921, 0.04515219, 0.0882903 , 0.16466389,\n", + " 0.1401428 , 0.08283332, 0.18755176, 0.15019521, 0.06408924]])
array([[58.34388509, 7.10947377, 33.63692122, 18.97585189, 34.96934943,\n", + " 41.37057293, 21.29464269, 52.17983126, 26.93617399, 7.88799333]])
array([[130.73452461, 145.28190989, 68.94362724, 32.94630449,\n", + " 144.09801002, 237.45004936, 317.06407872, 131.81951743,\n", + " 140.58855686, 81.53444288]])
array([[144.49478169, 215.55085755, 104.38655129, 110.81535266,\n", + " 356.4169273 , 320.46225308, 355.63176717, 288.92213058,\n", + " 84.91574939, 180.27714515]])
array([[ 55.72552433, 338.190226 , 71.68748326, 244.54298886,\n", + " 29.29578637, 181.20640769, 207.53623692, 239.24953915,\n", + " 311.3542246 , 187.12379055]])
array(10)
array(0)
array(0)
<xarray.Dataset>\n", + "Dimensions: (time: 78, name: 25)\n", + "Coordinates:\n", + " * time (time) float64 0.0 2.0 nan 4.0 nan ... nan 76.0 nan 78.0\n", + " * name (name) <U32 'Sun' 'Mercury' ... 'TestParticle_10'\n", + "Data variables: (12/45)\n", + " id (name) int64 0 1 2 3 4 5 6 7 8 ... 17 18 19 20 21 22 23 24\n", + " npl (time) int64 14 14 -2147483647 14 ... 14 -2147483647 14\n", + " ntp (time) int64 10 10 -2147483647 10 ... 10 -2147483647 10\n", + " nplm (time) int64 13 13 -2147483647 13 ... 13 -2147483647 13\n", + " particle_type (name) <U32 'Central Body' ... 'Test Particle'\n", + " status (name) <U32 'ACTIVE' 'ACTIVE' ... 'ACTIVE' 'ACTIVE'\n", + " ... ...\n", + " Ip3 (time, name) float64 0.07 0.346 0.4 0.3307 ... nan nan nan\n", + " rotx (time, name) float64 11.21 3.573 0.1765 ... nan nan nan\n", + " roty (time, name) float64 -38.76 -18.38 -3.661 ... nan nan nan\n", + " rotz (time, name) float64 82.25 34.36 8.703 ... nan nan nan\n", + " j2rp2 (time) float64 4.754e-12 4.754e-12 nan ... nan 4.754e-12\n", + " j4rp4 (time) float64 -2.247e-18 -2.247e-18 nan ... nan -2.247e-18
array([ 0., 2., nan, 4., nan, 6., nan, 8., nan, 10., nan, 12., nan, 14.,\n", + " nan, 16., nan, 18., nan, 20., nan, 22., nan, 24., nan, 26., nan, 28.,\n", + " nan, 30., nan, 32., nan, 34., nan, 36., nan, 38., nan, 40., nan, 42.,\n", + " nan, 44., nan, 46., nan, 48., nan, 50., nan, 52., nan, 54., nan, 56.,\n", + " nan, 58., nan, 60., nan, 62., nan, 64., nan, 66., nan, 68., nan, 70.,\n", + " nan, 72., nan, 74., nan, 76., nan, 78.])
array(['Sun', 'Mercury', 'Venus', 'Earth', 'Mars', 'Jupiter', 'Saturn',\n", + " 'Uranus', 'Neptune', 'Pluto', 'MassiveBody_01', 'MassiveBody_02',\n", + " 'MassiveBody_03', 'MassiveBody_04', 'MassiveBody_05', 'TestParticle_01',\n", + " 'TestParticle_02', 'TestParticle_03', 'TestParticle_04',\n", + " 'TestParticle_05', 'TestParticle_06', 'TestParticle_07',\n", + " 'TestParticle_08', 'TestParticle_09', 'TestParticle_10'], dtype='<U32')
array([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17,\n", + " 18, 19, 20, 21, 22, 23, 24])
array([ 14, 14, -2147483647, 14, -2147483647,\n", + " 14, -2147483647, 14, -2147483647, 14,\n", + " -2147483647, 14, -2147483647, 14, -2147483647,\n", + " 14, -2147483647, 14, -2147483647, 14,\n", + " -2147483647, 14, -2147483647, 14, -2147483647,\n", + " 14, -2147483647, 14, -2147483647, 14,\n", + " -2147483647, 14, -2147483647, 14, -2147483647,\n", + " 14, -2147483647, 14, -2147483647, 14,\n", + " -2147483647, 14, -2147483647, 14, -2147483647,\n", + " 14, -2147483647, 14, -2147483647, 14,\n", + " -2147483647, 14, -2147483647, 14, -2147483647,\n", + " 14, -2147483647, 14, -2147483647, 14,\n", + " -2147483647, 14, -2147483647, 14, -2147483647,\n", + " 14, -2147483647, 14, -2147483647, 14,\n", + " -2147483647, 14, -2147483647, 14, -2147483647,\n", + " 14, -2147483647, 14])
array([ 10, 10, -2147483647, 10, -2147483647,\n", + " 10, -2147483647, 10, -2147483647, 10,\n", + " -2147483647, 10, -2147483647, 10, -2147483647,\n", + " 10, -2147483647, 10, -2147483647, 10,\n", + " -2147483647, 10, -2147483647, 10, -2147483647,\n", + " 10, -2147483647, 10, -2147483647, 10,\n", + " -2147483647, 10, -2147483647, 10, -2147483647,\n", + " 10, -2147483647, 10, -2147483647, 10,\n", + " -2147483647, 10, -2147483647, 10, -2147483647,\n", + " 10, -2147483647, 10, -2147483647, 10,\n", + " -2147483647, 10, -2147483647, 10, -2147483647,\n", + " 10, -2147483647, 10, -2147483647, 10,\n", + " -2147483647, 10, -2147483647, 10, -2147483647,\n", + " 10, -2147483647, 10, -2147483647, 10,\n", + " -2147483647, 10, -2147483647, 10, -2147483647,\n", + " 10, -2147483647, 10])
array([ 13, 13, -2147483647, 13, -2147483647,\n", + " 13, -2147483647, 13, -2147483647, 13,\n", + " -2147483647, 13, -2147483647, 13, -2147483647,\n", + " 13, -2147483647, 13, -2147483647, 13,\n", + " -2147483647, 13, -2147483647, 13, -2147483647,\n", + " 13, -2147483647, 13, -2147483647, 13,\n", + " -2147483647, 13, -2147483647, 13, -2147483647,\n", + " 13, -2147483647, 13, -2147483647, 13,\n", + " -2147483647, 13, -2147483647, 13, -2147483647,\n", + " 13, -2147483647, 13, -2147483647, 13,\n", + " -2147483647, 13, -2147483647, 13, -2147483647,\n", + " 13, -2147483647, 13, -2147483647, 13,\n", + " -2147483647, 13, -2147483647, 13, -2147483647,\n", + " 13, -2147483647, 13, -2147483647, 13,\n", + " -2147483647, 13, -2147483647, 13, -2147483647,\n", + " 13, -2147483647, 13])
array(['Central Body', 'Massive Body', 'Massive Body', 'Massive Body',\n", + " 'Massive Body', 'Massive Body', 'Massive Body', 'Massive Body',\n", + " 'Massive Body', 'Massive Body', 'Massive Body', 'Massive Body',\n", + " 'Massive Body', 'Massive Body', 'Massive Body', 'Test Particle',\n", + " 'Test Particle', 'Test Particle', 'Test Particle', 'Test Particle',\n", + " 'Test Particle', 'Test Particle', 'Test Particle', 'Test Particle',\n", + " 'Test Particle'], dtype='<U32')
array(['ACTIVE', 'ACTIVE', 'ACTIVE', 'ACTIVE', 'ACTIVE', 'ACTIVE',\n", + " 'ACTIVE', 'ACTIVE', 'ACTIVE', 'ACTIVE', 'ACTIVE', 'ACTIVE',\n", + " 'ACTIVE', 'ACTIVE', 'ACTIVE', 'ACTIVE', 'ACTIVE', 'ACTIVE',\n", + " 'ACTIVE', 'ACTIVE', 'ACTIVE', 'ACTIVE', 'ACTIVE', 'ACTIVE',\n", + " 'ACTIVE'], dtype='<U32')
array([[ nan, 0.22527007, 0.64013386, ..., 0.51608887,\n", + " -1.13817119, 0.03439444],\n", + " [ nan, -0.39439439, 0.34195313, ..., -0.61320222,\n", + " 0.58548874, -0.82911848],\n", + " [ nan, nan, nan, ..., nan,\n", + " nan, nan],\n", + " ...,\n", + " [ nan, -0.17092685, -0.69738446, ..., 0.87140432,\n", + " -1.0016598 , -0.44799343],\n", + " [ nan, nan, nan, ..., nan,\n", + " nan, nan],\n", + " [ nan, 0.33920128, -0.16467734, ..., -0.9716795 ,\n", + " 0.12894188, -0.91801104]])
array([[ nan, 0.22185516, -0.34396282, ..., -1.17610682,\n", + " 0.41163685, 1.00012919],\n", + " [ nan, -0.05983593, 0.63537723, ..., 0.88509554,\n", + " -1.07752095, 0.46586514],\n", + " [ nan, nan, nan, ..., nan,\n", + " nan, nan],\n", + " ...,\n", + " [ nan, -0.4326956 , 0.17082988, ..., -0.25187811,\n", + " 0.81669705, 0.8740404 ],\n", + " [ nan, nan, nan, ..., nan,\n", + " nan, nan],\n", + " [ nan, -0.19722835, -0.70715005, ..., -0.04276003,\n", + " -1.1159247 , -0.01418033]])
array([[ nan, -2.52922505e-03, -4.16625374e-02, ...,\n", + " 5.14783505e-01, 2.05573483e-01, 1.56855830e-02],\n", + " [ nan, 3.12854835e-02, -1.09963894e-02, ...,\n", + " -1.71480883e-01, 2.34071496e-01, 1.23136549e-01],\n", + " [ nan, nan, nan, ...,\n", + " nan, nan, nan],\n", + " ...,\n", + " [ nan, -1.98183904e-02, 4.29300875e-02, ...,\n", + " -6.23310482e-01, 5.99163340e-03, 8.27146544e-02],\n", + " [ nan, nan, nan, ...,\n", + " nan, nan, nan],\n", + " [ nan, -4.74295995e-02, -2.67886218e-04, ...,\n", + " 9.72180778e-01, 3.94357392e-01, 1.25955733e-01]])
array([[ nan, -9.24105838, 3.45369085, ..., 3.28387722,\n", + " -0.72589245, -6.01877422],\n", + " [ nan, -0.59495276, -6.52903338, ..., -4.17891236,\n", + " 5.17613506, -2.73280244],\n", + " [ nan, nan, nan, ..., nan,\n", + " nan, nan],\n", + " ...,\n", + " [ nan, 7.48638458, -1.79452617, ..., -1.73809078,\n", + " -2.49002281, -5.32492508],\n", + " [ nan, nan, nan, ..., nan,\n", + " nan, nan],\n", + " [ nan, 3.14521036, 7.14557528, ..., 1.40890539,\n", + " 5.8120765 , 0.45566098]])
array([[ nan, 7.754686 , 6.47714891, ..., 0.67303047,\n", + " -5.37187202, 0.14846524],\n", + " [ nan, -9.71796185, 3.46762587, ..., -0.83339949,\n", + " 1.42685821, -5.73059498],\n", + " [ nan, nan, nan, ..., nan,\n", + " nan, nan],\n", + " ...,\n", + " [ nan, -3.2597569 , -7.20888873, ..., 5.33296591,\n", + " -4.37181661, -3.0798014 ],\n", + " [ nan, nan, nan, ..., nan,\n", + " nan, nan],\n", + " [ nan, 9.36362011, -1.70567841, ..., -4.27024442,\n", + " -0.56924769, -6.56602159]])
array([[ nan, 1.48128538e+00, -1.10257596e-01, ...,\n", + " -3.73088284e+00, 2.34305855e+00, 8.27830965e-01],\n", + " [ nan, -7.39780616e-01, 4.24388342e-01, ...,\n", + " 4.72759126e+00, -2.22997422e+00, 2.57499261e-01],\n", + " [ nan, nan, nan, ...,\n", + " nan, nan, nan],\n", + " ...,\n", + " [ nan, -9.56931777e-01, 4.04843413e-03, ...,\n", + " -2.89380723e+00, 2.51750045e+00, 6.58339389e-01],\n", + " [ nan, nan, nan, ...,\n", + " nan, nan, nan],\n", + " [ nan, 4.79964971e-01, -4.39266579e-01, ...,\n", + " 2.30030350e+00, -1.66487466e+00, -2.21167476e-01]])
array([[ nan, 0.38709858, 0.72332976, ..., 1.23735174, 1.34098117,\n", + " 0.94094989],\n", + " [ nan, 0.3871075 , 0.72332534, ..., 1.23733095, 1.34091889,\n", + " 0.94088141],\n", + " [ nan, nan, nan, ..., nan, nan,\n", + " nan],\n", + " ...,\n", + " [ nan, 0.3871545 , 0.7233008 , ..., 1.23744443, 1.34097014,\n", + " 0.9437304 ],\n", + " [ nan, nan, nan, ..., nan, nan,\n", + " nan],\n", + " [ nan, 0.38715322, 0.72328902, ..., 1.23744379, 1.34090466,\n", + " 0.94379406]])
array([[ nan, 0.2056234 , 0.00671761, ..., 0.18755176, 0.15019521,\n", + " 0.06408924],\n", + " [ nan, 0.20562273, 0.00678521, ..., 0.18754309, 0.15023564,\n", + " 0.06402074],\n", + " [ nan, nan, nan, ..., nan, nan,\n", + " nan],\n", + " ...,\n", + " [ nan, 0.20635172, 0.00671205, ..., 0.18701865, 0.15028082,\n", + " 0.06062274],\n", + " [ nan, nan, nan, ..., nan, nan,\n", + " nan],\n", + " [ nan, 0.20637511, 0.00674024, ..., 0.18696053, 0.15028713,\n", + " 0.06060296]])
array([[ nan, 7.00330251, 3.39443927, ..., 52.17983126,\n", + " 26.93617399, 7.88799333],\n", + " [ nan, 7.00443541, 3.39447949, ..., 52.17694173,\n", + " 26.93480051, 7.88839575],\n", + " [ nan, nan, nan, ..., nan,\n", + " nan, nan],\n", + " ...,\n", + " [ nan, 7.03379851, 3.42174642, ..., 52.18769772,\n", + " 26.93856687, 7.95160721],\n", + " [ nan, nan, nan, ..., nan,\n", + " nan, nan],\n", + " [ nan, 7.0342434 , 3.42187065, ..., 52.18637765,\n", + " 26.93970189, 7.95157092]])
array([[ nan, 48.29611837, 76.60235892, ..., 131.81951743,\n", + " 140.58855686, 81.53444288],\n", + " [ nan, 48.29470275, 76.59963857, ..., 131.81648311,\n", + " 140.58373318, 81.52560152],\n", + " [ nan, nan, nan, ..., nan,\n", + " nan, nan],\n", + " ...,\n", + " [ nan, 48.24716247, 76.54355597, ..., 131.65246468,\n", + " 140.2854236 , 80.05770785],\n", + " [ nan, nan, nan, ..., nan,\n", + " nan, nan],\n", + " [ nan, 48.24227085, 76.53736227, ..., 131.6503013 ,\n", + " 140.28304716, 80.04949299]])
array([[ nan, 29.20442404, 54.96037946, ..., 288.92213058,\n", + " 84.91574939, 180.27714515],\n", + " [ nan, 29.19048255, 55.30636586, ..., 288.91755666,\n", + " 84.91667542, 180.27109476],\n", + " [ nan, nan, nan, ..., nan,\n", + " nan, nan],\n", + " ...,\n", + " [ nan, 29.028041 , 55.28595944, ..., 288.7570911 ,\n", + " 85.19052223, 176.76110685],\n", + " [ nan, nan, nan, ..., nan,\n", + " nan, nan],\n", + " [ nan, 29.02494331, 55.23453563, ..., 288.74462775,\n", + " 85.16373095, 176.71182011]])
array([[ nan, 338.33948747, 200.47893395, ..., 239.24953915,\n", + " 311.3542246 , 187.12379055],\n", + " [ nan, 87.79544705, 290.51072654, ..., 42.3779087 ,\n", + " 55.03064233, 256.01978532],\n", + " [ nan, nan, nan, ..., nan,\n", + " nan, nan],\n", + " ...,\n", + " [ nan, 167.10114955, 33.97418482, ..., 314.89351893,\n", + " 292.29721099, 225.26471473],\n", + " [ nan, nan, nan, ..., nan,\n", + " nan, nan],\n", + " [ nan, 275.96265837, 124.4860316 , ..., 117.93146203,\n", + " 36.01650183, 290.68226189]])
array([[3.94769264e+01, 6.55370981e-06, 9.66331340e-05, ...,\n", + " nan, nan, nan],\n", + " [3.94769264e+01, 6.55370981e-06, 9.66331340e-05, ...,\n", + " nan, nan, nan],\n", + " [ nan, nan, nan, ...,\n", + " nan, nan, nan],\n", + " ...,\n", + " [3.94769264e+01, 6.55370981e-06, 9.66331340e-05, ...,\n", + " nan, nan, nan],\n", + " [ nan, nan, nan, ...,\n", + " nan, nan, nan],\n", + " [3.94769264e+01, 6.55370981e-06, 9.66331340e-05, ...,\n", + " nan, nan, nan]])
array([[4.65046726e-03, 1.63063818e-05, 4.04537843e-05, ...,\n", + " nan, nan, nan],\n", + " [4.65046726e-03, 1.63063818e-05, 4.04537843e-05, ...,\n", + " nan, nan, nan],\n", + " [ nan, nan, nan, ...,\n", + " nan, nan, nan],\n", + " ...,\n", + " [4.65046726e-03, 1.63063818e-05, 4.04537843e-05, ...,\n", + " nan, nan, nan],\n", + " [ nan, nan, nan, ...,\n", + " nan, nan, nan],\n", + " [4.65046726e-03, 1.63063818e-05, 4.04537843e-05, ...,\n", + " nan, nan, nan]])
array([0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.,\n", + " 0., 0., 0., 0., 0., 0., 0., 0.])
array(['Initial conditions', 'Initial conditions', 'Initial conditions',\n", + " 'Initial conditions', 'Initial conditions', 'Initial conditions',\n", + " 'Initial conditions', 'Initial conditions', 'Initial conditions',\n", + " 'Initial conditions', 'Initial conditions', 'Initial conditions',\n", + " 'Initial conditions', 'Initial conditions', 'Initial conditions',\n", + " 'Initial conditions', 'Initial conditions', 'Initial conditions',\n", + " 'Initial conditions', 'Initial conditions', 'Initial conditions',\n", + " 'Initial conditions', 'Initial conditions', 'Initial conditions',\n", + " 'Initial conditions'], dtype='<U32')
array([ 0. , 0.22527007, 0.64013386, -0.78195044, -1.65001718,\n", + " -4.54078501, 8.901068 , 8.17855335, 29.79419863, 20.52690186,\n", + " -0.89943974, 0.29320362, 1.28471908, 0.39454017, -0.21933108,\n", + " 0.49587207, 1.23064 , -0.2981473 , 0.50622565, -0.95861332,\n", + " 0.73080429, -0.34143463, 0.51608887, -1.13817119, 0.03439444])
array([ 0.00000000e+00, 2.21855156e-01, -3.43962825e-01, -6.34685449e-01,\n", + " -2.33414294e-02, 2.86428737e+00, 2.90284887e+00, 1.75947894e+01,\n", + " 2.04463099e+00, -2.91422755e+01, -1.35766961e+00, -2.55106562e-01,\n", + " 4.73799566e-01, 4.97007627e-01, 5.64674252e-01, -1.54920867e-01,\n", + " -5.56995789e-01, -8.11788136e-01, 1.87436673e-01, 7.25163483e-02,\n", + " 3.64495688e-01, 1.59242744e-01, -1.17610682e+00, 4.11636848e-01,\n", + " 1.00012919e+00])
array([ 0.00000000e+00, -2.52922505e-03, -4.16625374e-02, 4.44514635e-05,\n", + " 3.99643397e-02, 8.96961900e-02, -4.04874151e-01, -4.06951825e-02,\n", + " -7.28719479e-01, -2.81876561e+00, 7.16289504e-03, 1.35845193e-01,\n", + " 2.26579434e-01, 6.94603725e-02, 9.00471566e-02, -4.45456340e-01,\n", + " -3.03164018e-02, -8.93212263e-03, -4.05815803e-02, 3.52077378e-01,\n", + " 3.69808723e-01, -4.52117874e-02, 5.14783505e-01, 2.05573483e-01,\n", + " 1.56855830e-02])
array([ 0. , -9.24105838, 3.45369085, 3.8578492 , 0.26241127,\n", + " -1.50370126, -0.74393964, -1.31492768, -0.0875473 , 0.96920924,\n", + " 3.90003151, 4.4105621 , -0.30701134, -5.34491442, -4.67828018,\n", + " -0.4141289 , 2.12449544, 5.21934999, -3.15422687, 0.0837325 ,\n", + " -0.98800541, -3.20764361, 3.28387722, -0.72589245, -6.01877422])
array([ 0. , 7.754686 , 6.47714891, -4.90267373, -4.67368878,\n", + " -2.20463162, 1.93168513, 0.5372287 , 1.14922255, 0.40126752,\n", + " -2.52873759, 0.86661744, 2.53783767, 4.02200962, -0.74913245,\n", + " 5.68923316, 5.1140664 , -2.19012886, 7.25103896, -5.77128129,\n", + " 5.17199727, -8.65652387, 0.67303047, -5.37187202, 0.14846524])
array([ 0.00000000e+00, 1.48128538e+00, -1.10257596e-01, 2.88870085e-04,\n", + " -1.04392391e-01, 4.28033174e-02, -4.02921477e-03, 1.90517453e-02,\n", + " -2.16786846e-02, -3.23896165e-01, -8.94303469e-03, -8.76837314e+00,\n", + " -4.63925974e+00, 4.05118185e+00, -4.93271640e+00, -5.51246152e+00,\n", + " -6.75203942e-01, -3.76424003e+00, 2.68220477e+00, 3.23530547e+00,\n", + " -3.18421626e+00, -3.32189014e+00, -3.73088284e+00, 2.34305855e+00,\n", + " 8.27830965e-01])
array([0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,\n", + " 0, 0, 0])
array([0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.,\n", + " 0., 0., 0., 0., 0., 0., 0., 0.])
array([0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.,\n", + " 0., 0., 0., 0., 0., 0., 0., 0.])
array([0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.,\n", + " 0., 0., 0., 0., 0., 0., 0., 0.])
array([0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.,\n", + " 0., 0., 0., 0., 0., 0., 0., 0.])
array([0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.,\n", + " 0., 0., 0., 0., 0., 0., 0., 0.])
array([0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.,\n", + " 0., 0., 0., 0., 0., 0., 0., 0.])
array([0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.,\n", + " 0., 0., 0., 0., 0., 0., 0., 0.])
array([-2147483647, -2147483647, -2147483647, -2147483647, -2147483647,\n", + " -2147483647, -2147483647, -2147483647, -2147483647, -2147483647,\n", + " -2147483647, -2147483647, -2147483647, -2147483647, -2147483647,\n", + " -2147483647, -2147483647, -2147483647, -2147483647, -2147483647,\n", + " -2147483647, -2147483647, -2147483647, -2147483647, -2147483647])
array([[ 0., 0., 0., ..., nan, nan, nan],\n", + " [ 0., 0., 0., ..., nan, nan, nan],\n", + " [nan, nan, nan, ..., nan, nan, nan],\n", + " ...,\n", + " [ 0., 0., 0., ..., nan, nan, nan],\n", + " [nan, nan, nan, ..., nan, nan, nan],\n", + " [ 0., 0., 0., ..., nan, nan, nan]])
array([[ 0., 0., 0., ..., nan, nan, nan],\n", + " [ 0., 0., 0., ..., nan, nan, nan],\n", + " [nan, nan, nan, ..., nan, nan, nan],\n", + " ...,\n", + " [ 0., 0., 0., ..., nan, nan, nan],\n", + " [nan, nan, nan, ..., nan, nan, nan],\n", + " [ 0., 0., 0., ..., nan, nan, nan]])
array([[0.07 , 0.346, 0.4 , ..., nan, nan, nan],\n", + " [0.07 , 0.346, 0.4 , ..., nan, nan, nan],\n", + " [ nan, nan, nan, ..., nan, nan, nan],\n", + " ...,\n", + " [0.07 , 0.346, 0.4 , ..., nan, nan, nan],\n", + " [ nan, nan, nan, ..., nan, nan, nan],\n", + " [0.07 , 0.346, 0.4 , ..., nan, nan, nan]])
array([[11.2093063 , 3.57301808, 0.17650282, ..., nan,\n", + " nan, nan],\n", + " [11.2093063 , 3.57301808, 0.17650282, ..., nan,\n", + " nan, nan],\n", + " [ nan, nan, nan, ..., nan,\n", + " nan, nan],\n", + " ...,\n", + " [11.2093063 , 3.57301808, 0.17650282, ..., nan,\n", + " nan, nan],\n", + " [ nan, nan, nan, ..., nan,\n", + " nan, nan],\n", + " [11.2093063 , 3.57301808, 0.17650282, ..., nan,\n", + " nan, nan]])
array([[-38.75937204, -18.38031709, -3.66124758, ..., nan,\n", + " nan, nan],\n", + " [-38.75937204, -18.38031709, -3.66124758, ..., nan,\n", + " nan, nan],\n", + " [ nan, nan, nan, ..., nan,\n", + " nan, nan],\n", + " ...,\n", + " [-38.75937204, -18.38031709, -3.66124758, ..., nan,\n", + " nan, nan],\n", + " [ nan, nan, nan, ..., nan,\n", + " nan, nan],\n", + " [-38.75937204, -18.38031709, -3.66124758, ..., nan,\n", + " nan, nan]])
array([[82.25088158, 34.3614385 , 8.70286627, ..., nan,\n", + " nan, nan],\n", + " [82.25088158, 34.3614385 , 8.70286627, ..., nan,\n", + " nan, nan],\n", + " [ nan, nan, nan, ..., nan,\n", + " nan, nan],\n", + " ...,\n", + " [82.25088158, 34.3614385 , 8.70286627, ..., nan,\n", + " nan, nan],\n", + " [ nan, nan, nan, ..., nan,\n", + " nan, nan],\n", + " [82.25088158, 34.3614385 , 8.70286627, ..., nan,\n", + " nan, nan]])
array([4.75358069e-12, 4.75358069e-12, nan, 4.75358069e-12,\n", + " nan, 4.75358069e-12, nan, 4.75358069e-12,\n", + " nan, 4.75358069e-12, nan, 4.75358069e-12,\n", + " nan, 4.75358069e-12, nan, 4.75358069e-12,\n", + " nan, 4.75358069e-12, nan, 4.75358069e-12,\n", + " nan, 4.75358069e-12, nan, 4.75358069e-12,\n", + " nan, 4.75358069e-12, nan, 4.75358069e-12,\n", + " nan, 4.75358069e-12, nan, 4.75358069e-12,\n", + " nan, 4.75358069e-12, nan, 4.75358069e-12,\n", + " nan, 4.75358069e-12, nan, 4.75358069e-12,\n", + " nan, 4.75358069e-12, nan, 4.75358069e-12,\n", + " nan, 4.75358069e-12, nan, 4.75358069e-12,\n", + " nan, 4.75358069e-12, nan, 4.75358069e-12,\n", + " nan, 4.75358069e-12, nan, 4.75358069e-12,\n", + " nan, 4.75358069e-12, nan, 4.75358069e-12,\n", + " nan, 4.75358069e-12, nan, 4.75358069e-12,\n", + " nan, 4.75358069e-12, nan, 4.75358069e-12,\n", + " nan, 4.75358069e-12, nan, 4.75358069e-12,\n", + " nan, 4.75358069e-12, nan, 4.75358069e-12,\n", + " nan, 4.75358069e-12])
array([-2.2473968e-18, -2.2473968e-18, nan, -2.2473968e-18,\n", + " nan, -2.2473968e-18, nan, -2.2473968e-18,\n", + " nan, -2.2473968e-18, nan, -2.2473968e-18,\n", + " nan, -2.2473968e-18, nan, -2.2473968e-18,\n", + " nan, -2.2473968e-18, nan, -2.2473968e-18,\n", + " nan, -2.2473968e-18, nan, -2.2473968e-18,\n", + " nan, -2.2473968e-18, nan, -2.2473968e-18,\n", + " nan, -2.2473968e-18, nan, -2.2473968e-18,\n", + " nan, -2.2473968e-18, nan, -2.2473968e-18,\n", + " nan, -2.2473968e-18, nan, -2.2473968e-18,\n", + " nan, -2.2473968e-18, nan, -2.2473968e-18,\n", + " nan, -2.2473968e-18, nan, -2.2473968e-18,\n", + " nan, -2.2473968e-18, nan, -2.2473968e-18,\n", + " nan, -2.2473968e-18, nan, -2.2473968e-18,\n", + " nan, -2.2473968e-18, nan, -2.2473968e-18,\n", + " nan, -2.2473968e-18, nan, -2.2473968e-18,\n", + " nan, -2.2473968e-18, nan, -2.2473968e-18,\n", + " nan, -2.2473968e-18, nan, -2.2473968e-18,\n", + " nan, -2.2473968e-18, nan, -2.2473968e-18,\n", + " nan, -2.2473968e-18])
array(['Sun', 'Mercury', 'Venus', 'Earth', 'Mars', 'Jupiter', 'Saturn',\n", - " 'Uranus', 'Neptune'], dtype='<U32')
array([0.])
array(['Central Body', 'Massive Body', 'Massive Body', 'Massive Body',\n", + " npl (time) int64 8\n", + " nplm (time) int64 8
array(['Sun', 'Mercury', 'Venus', 'Earth', 'Mars', 'Jupiter', 'Saturn',\n", + " 'Uranus', 'Neptune'], dtype='<U32')
array([0.])
array(['Central Body', 'Massive Body', 'Massive Body', 'Massive Body',\n", " 'Massive Body', 'Massive Body', 'Massive Body', 'Massive Body',\n", - " 'Massive Body'], dtype='<U32')
array([0, 1, 2, 3, 4, 5, 6, 7, 8])
array([[ nan, 0.38709858, 0.72332976, 0.99999049, 1.52371193,\n", - " 5.2027278 , 9.53201195, 19.24498838, 30.03895991]])
array([[ nan, 0.2056234 , 0.00671761, 0.016714 , 0.09344151,\n", - " 0.04824498, 0.0548633 , 0.04796175, 0.00895557]])
array([[ nan, 7.00330251e+00, 3.39443927e+00, 3.63786261e-03,\n", + " 'Massive Body'], dtype='<U32')
array([0, 1, 2, 3, 4, 5, 6, 7, 8])
array([[ nan, 0.38709858, 0.72332976, 0.99999049, 1.52371193,\n", + " 5.2027278 , 9.53201195, 19.24498838, 30.03895991]])
array([[ nan, 0.2056234 , 0.00671761, 0.016714 , 0.09344151,\n", + " 0.04824498, 0.0548633 , 0.04796175, 0.00895557]])
array([[ nan, 7.00330251e+00, 3.39443927e+00, 3.63786261e-03,\n", " 1.84744167e+00, 1.30363113e+00, 2.48790636e+00, 7.73010260e-01,\n", - " 1.77111935e+00]])
array([[ nan, 48.29611837, 76.60235892, 175.0251726 ,\n", + " 1.77111935e+00]])
array([[ nan, 48.29611837, 76.60235892, 175.0251726 ,\n", " 49.47285721, 100.51925884, 113.63057817, 74.01258098,\n", - " 131.82211597]])
array([[ nan, 29.20442404, 54.96037946, 287.96196288,\n", + " 131.82211597]])
array([[ nan, 29.20442404, 54.96037946, 287.96196288,\n", " 286.73797713, 273.58984029, 339.54673564, 93.59554912,\n", - " 284.47484297]])
array([[ nan, 338.33948747, 200.47893396, 114.3482934 ,\n", + " 284.47484297]])
array([[ nan, 338.33948747, 200.47893396, 114.3482934 ,\n", " 209.33967735, 129.55367007, 290.89958066, 262.86586373,\n", - " 308.45137205]])
array([[3.94769264e+01, 6.55370981e-06, 9.66331340e-05, 1.20026936e-04,\n", + " 308.45137205]])
array([[3.94769264e+01, 6.55370981e-06, 9.66331340e-05, 1.20026936e-04,\n", " 1.27398020e-05, 3.76922511e-02, 1.12858998e-02, 1.72365895e-03,\n", - " 2.03361005e-03]])
array([[4.65046726e-03, 1.63063818e-05, 4.04537843e-05, 4.25875607e-05,\n", + " 2.03361005e-03]])
array([[4.65046726e-03, 1.63063818e-05, 4.04537843e-05, 4.25875607e-05,\n", " 2.26574081e-05, 4.67326170e-04, 3.89256877e-04, 1.69534499e-04,\n", - " 1.64587904e-04]])
array([[4.75358069e-12, nan, nan, nan,\n", + " 1.64587904e-04]])
array([[4.75358069e-12, nan, nan, nan,\n", " nan, nan, nan, nan,\n", - " nan]])
array([[-2.2473968e-18, nan, nan, nan,\n", + " nan]])
array([[-2.2473968e-18, nan, nan, nan,\n", " nan, nan, nan, nan,\n", - " nan]])
array([0])
array([8])
array([0])
array([8])
array([8])
array(['Sun', 'Mercury', 'Venus', 'Earth', 'Mars', 'Jupiter', 'Saturn',\n", - " 'Uranus', 'Neptune'], dtype='<U32')
array([0.])
array(['Central Body', 'Massive Body', 'Massive Body', 'Massive Body',\n", + " npl (time) int64 8\n", + " nplm (time) int64 8
array(['Sun', 'Mercury', 'Venus', 'Earth', 'Mars', 'Jupiter', 'Saturn',\n", + " 'Uranus', 'Neptune'], dtype='<U32')
array([0.])
array(['Central Body', 'Massive Body', 'Massive Body', 'Massive Body',\n", " 'Massive Body', 'Massive Body', 'Massive Body', 'Massive Body',\n", - " 'Massive Body'], dtype='<U32')
array([0, 1, 2, 3, 4, 5, 6, 7, 8])
array([[ nan, 0.38709858, 0.72332976, 0.99999049, 1.52371193,\n", - " 5.2027278 , 9.53201195, 19.24498838, 30.03895991]])
array([[ nan, 0.2056234 , 0.00671761, 0.016714 , 0.09344151,\n", - " 0.04824498, 0.0548633 , 0.04796175, 0.00895557]])
array([[ nan, 7.00330251e+00, 3.39443927e+00, 3.63786261e-03,\n", + " 'Massive Body'], dtype='<U32')
array([0, 1, 2, 3, 4, 5, 6, 7, 8])
array([[ nan, 0.38709858, 0.72332976, 0.99999049, 1.52371193,\n", + " 5.2027278 , 9.53201195, 19.24498838, 30.03895991]])
array([[ nan, 0.2056234 , 0.00671761, 0.016714 , 0.09344151,\n", + " 0.04824498, 0.0548633 , 0.04796175, 0.00895557]])
array([[ nan, 7.00330251e+00, 3.39443927e+00, 3.63786261e-03,\n", " 1.84744167e+00, 1.30363113e+00, 2.48790636e+00, 7.73010260e-01,\n", - " 1.77111935e+00]])
array([[ nan, 48.29611837, 76.60235892, 175.0251726 ,\n", + " 1.77111935e+00]])
array([[ nan, 48.29611837, 76.60235892, 175.0251726 ,\n", " 49.47285721, 100.51925884, 113.63057817, 74.01258098,\n", - " 131.82211597]])
array([[ nan, 29.20442404, 54.96037946, 287.96196288,\n", + " 131.82211597]])
array([[ nan, 29.20442404, 54.96037946, 287.96196288,\n", " 286.73797713, 273.58984029, 339.54673564, 93.59554912,\n", - " 284.47484297]])
array([[ nan, 338.33948747, 200.47893396, 114.3482934 ,\n", + " 284.47484297]])
array([[ nan, 338.33948747, 200.47893396, 114.3482934 ,\n", " 209.33967735, 129.55367007, 290.89958066, 262.86586373,\n", - " 308.45137205]])
array([[3.94769264e+01, 6.55370981e-06, 9.66331340e-05, 1.20026936e-04,\n", + " 308.45137205]])
array([[3.94769264e+01, 6.55370981e-06, 9.66331340e-05, 1.20026936e-04,\n", " 1.27398020e-05, 3.76922511e-02, 1.12858998e-02, 1.72365895e-03,\n", - " 2.03361005e-03]])
array([[4.65046726e-03, 1.63063818e-05, 4.04537843e-05, 4.25875607e-05,\n", + " 2.03361005e-03]])
array([[4.65046726e-03, 1.63063818e-05, 4.04537843e-05, 4.25875607e-05,\n", " 2.26574081e-05, 4.67326170e-04, 3.89256877e-04, 1.69534499e-04,\n", - " 1.64587904e-04]])
array([[4.75358069e-12, nan, nan, nan,\n", + " 1.64587904e-04]])
array([[4.75358069e-12, nan, nan, nan,\n", " nan, nan, nan, nan,\n", - " nan]])
array([[-2.2473968e-18, nan, nan, nan,\n", + " nan]])
array([[-2.2473968e-18, nan, nan, nan,\n", " nan, nan, nan, nan,\n", - " nan]])
array([0])
array([8])
array([0])
array([8])
array([8])