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Renamed gr test python script and notebook
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{ | ||
"cells": [ | ||
{ | ||
"cell_type": "code", | ||
"execution_count": null, | ||
"metadata": {}, | ||
"outputs": [], | ||
"source": [ | ||
"import swiftest\n", | ||
"from astroquery.jplhorizons import Horizons\n", | ||
"import datetime\n", | ||
"import numpy as np\n", | ||
"import matplotlib.pyplot as plt" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": null, | ||
"metadata": {}, | ||
"outputs": [], | ||
"source": [ | ||
"sim_gr = swiftest.Simulation(simdir=\"gr\")\n", | ||
"sim_gr.add_solar_system_body([\"Sun\",\"Mercury\",\"Venus\",\"Earth\",\"Mars\",\"Jupiter\",\"Saturn\",\"Uranus\",\"Neptune\"])" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": null, | ||
"metadata": {}, | ||
"outputs": [], | ||
"source": [ | ||
"sim_nogr = swiftest.Simulation(simdir=\"nogr\")\n", | ||
"sim_nogr.add_solar_system_body([\"Sun\",\"Mercury\",\"Venus\",\"Earth\",\"Mars\",\"Jupiter\",\"Saturn\",\"Uranus\",\"Neptune\"])" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": null, | ||
"metadata": {}, | ||
"outputs": [], | ||
"source": [ | ||
"run_args = {\"tstop\":1000.0, \"dt\":0.005, \"tstep_out\":10.0, \"dump_cadence\": 0,\"integrator\":\"helio\"}" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": null, | ||
"metadata": {}, | ||
"outputs": [], | ||
"source": [ | ||
"sim_gr.run(**run_args,general_relativity=True)" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": null, | ||
"metadata": {}, | ||
"outputs": [], | ||
"source": [ | ||
"sim_nogr.run(**run_args,general_relativity=False)" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": null, | ||
"metadata": {}, | ||
"outputs": [], | ||
"source": [ | ||
"# Get the start and end date of the simulation so we can compare with the real solar system\n", | ||
"start_date = sim_gr.ephemeris_date\n", | ||
"tstop_d = sim_gr.param['TSTOP'] * sim_gr.param['TU2S'] / swiftest.JD2S\n", | ||
"\n", | ||
"stop_date = (datetime.datetime.fromisoformat(start_date) + datetime.timedelta(days=tstop_d)).isoformat()" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": null, | ||
"metadata": {}, | ||
"outputs": [], | ||
"source": [ | ||
"#Get the ephemerides of Mercury for the same timeframe as the simulation\n", | ||
"obj = Horizons(id='1', location='@sun',\n", | ||
" epochs={'start':start_date, 'stop':stop_date,\n", | ||
" 'step':'10y'})\n", | ||
"el = obj.elements()\n", | ||
"t = (el['datetime_jd']-el['datetime_jd'][0]) / 365.25\n", | ||
"varpi_obs = el['w'] + el['Omega']" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": null, | ||
"metadata": {}, | ||
"outputs": [], | ||
"source": [ | ||
"# Compute the longitude of the periapsis\n", | ||
"sim_gr.data['varpi'] = np.mod(sim_gr.data['omega'] + sim_gr.data['capom'],360)\n", | ||
"sim_nogr.data['varpi'] = np.mod(sim_nogr.data['omega'] + sim_nogr.data['capom'],360)" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": null, | ||
"metadata": {}, | ||
"outputs": [], | ||
"source": [ | ||
"varpisim_gr= sim_gr.data['varpi'].sel(name=\"Mercury\")\n", | ||
"varpisim_nogr= sim_nogr.data['varpi'].sel(name=\"Mercury\")\n", | ||
"tsim = sim_gr.data['time']" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": null, | ||
"metadata": {}, | ||
"outputs": [], | ||
"source": [ | ||
"dvarpi_gr = np.diff(varpisim_gr) * 3600 * 100 / run_args['tstep_out']\n", | ||
"dvarpi_nogr = np.diff(varpisim_nogr) * 3600 * 100 / run_args['tstep_out']\n", | ||
"dvarpi_obs = np.diff(varpi_obs) / np.diff(t) * 3600 * 100" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": null, | ||
"metadata": {}, | ||
"outputs": [], | ||
"source": [ | ||
"fig, ax = plt.subplots()\n", | ||
"\n", | ||
"ax.plot(t, varpi_obs, label=\"JPL Horizons\",linewidth=2.5)\n", | ||
"ax.plot(tsim, varpisim_gr, label=\"Swiftest helio GR\",linewidth=1.5)\n", | ||
"ax.plot(tsim, varpisim_nogr, label=\"Swiftest helio No GR\",linewidth=1.5)\n", | ||
"ax.set_xlabel('Time (y)')\n", | ||
"ax.set_ylabel('Mercury $\\\\varpi$ (deg)')\n", | ||
"ax.legend()\n", | ||
"plt.savefig(\"helio_gr_mercury_precession.png\",dpi=300)\n", | ||
"print('Mean precession rate for Mercury long. peri. (arcsec/100 y)')\n", | ||
"print(f'JPL Horizons : {np.mean(dvarpi_obs)}')\n", | ||
"print(f'Swiftest No GR : {np.mean(dvarpi_nogr)}')\n", | ||
"print(f'Swiftest GR : {np.mean(dvarpi_gr)}')\n", | ||
"print(f'Obs - Swiftest GR : {np.mean(dvarpi_obs - dvarpi_gr)}')\n", | ||
"print(f'Obs - Swiftest No GR : {np.mean(dvarpi_obs - dvarpi_nogr)}')" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": null, | ||
"metadata": {}, | ||
"outputs": [], | ||
"source": [] | ||
} | ||
], | ||
"metadata": { | ||
"kernelspec": { | ||
"display_name": "Python (My debug_env Kernel)", | ||
"language": "python", | ||
"name": "debug_env" | ||
}, | ||
"language_info": { | ||
"codemirror_mode": { | ||
"name": "ipython", | ||
"version": 3 | ||
}, | ||
"file_extension": ".py", | ||
"mimetype": "text/x-python", | ||
"name": "python", | ||
"nbconvert_exporter": "python", | ||
"pygments_lexer": "ipython3", | ||
"version": "3.8.5" | ||
} | ||
}, | ||
"nbformat": 4, | ||
"nbformat_minor": 4 | ||
} |
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#!/usr/bin/env python | ||
import swiftest | ||
from astroquery.jplhorizons import Horizons | ||
import datetime | ||
import numpy as np | ||
import matplotlib.pyplot as plt | ||
|
||
sim_gr = swiftest.Simulation(simdir="gr") | ||
sim_gr.add_solar_system_body(["Sun","Mercury","Venus","Earth","Mars","Jupiter","Saturn","Uranus","Neptune"]) | ||
|
||
sim_nogr = swiftest.Simulation(simdir="nogr") | ||
sim_nogr.add_solar_system_body(["Sun","Mercury","Venus","Earth","Mars","Jupiter","Saturn","Uranus","Neptune"]) | ||
|
||
run_args = {"tstop":1000.0, "dt":0.005, "tstep_out":10.0, "dump_cadence": 0,"integrator":"helio"} | ||
|
||
sim_gr.run(**run_args,general_relativity=True) | ||
sim_nogr.run(**run_args,general_relativity=False) | ||
|
||
# Get the start and end date of the simulation so we can compare with the real solar system | ||
start_date = sim_gr.ephemeris_date | ||
tstop_d = sim_gr.param['TSTOP'] * sim_gr.param['TU2S'] / swiftest.JD2S | ||
|
||
stop_date = (datetime.datetime.fromisoformat(start_date) + datetime.timedelta(days=tstop_d)).isoformat() | ||
|
||
#Get the ephemerides of Mercury for the same timeframe as the simulation | ||
obj = Horizons(id='1', location='@sun', | ||
epochs={'start':start_date, 'stop':stop_date, | ||
'step':'10y'}) | ||
el = obj.elements() | ||
t = (el['datetime_jd']-el['datetime_jd'][0]) / 365.25 | ||
varpi_obs = el['w'] + el['Omega'] | ||
|
||
# Compute the longitude of the periapsis | ||
sim_gr.data['varpi'] = np.mod(sim_gr.data['omega'] + sim_gr.data['capom'],360) | ||
sim_nogr.data['varpi'] = np.mod(sim_nogr.data['omega'] + sim_nogr.data['capom'],360) | ||
|
||
varpisim_gr= sim_gr.data['varpi'].sel(name="Mercury") | ||
varpisim_nogr= sim_nogr.data['varpi'].sel(name="Mercury") | ||
tsim = sim_gr.data['time'] | ||
|
||
dvarpi_gr = np.diff(varpisim_gr) * 3600 * 100 / run_args['tstep_out'] | ||
dvarpi_nogr = np.diff(varpisim_nogr) * 3600 * 100 / run_args['tstep_out'] | ||
dvarpi_obs = np.diff(varpi_obs) / np.diff(t) * 3600 * 100 | ||
|
||
fig, ax = plt.subplots() | ||
|
||
ax.plot(t, varpi_obs, label="JPL Horizons",linewidth=2.5) | ||
ax.plot(tsim, varpisim_gr, label="Swiftest Helio GR",linewidth=1.5) | ||
ax.plot(tsim, varpisim_nogr, label="Swiftest Helio No GR",linewidth=1.5) | ||
ax.set_xlabel('Time (y)') | ||
ax.set_ylabel('Mercury $\\varpi$ (deg)') | ||
ax.legend() | ||
plt.savefig("helio_gr_mercury_precession.png",dpi=300) | ||
|
||
print('Mean precession rate for Mercury long. peri. (arcsec/100 y)') | ||
print(f'JPL Horizons : {np.mean(dvarpi_obs)}') | ||
print(f'Swiftest No GR : {np.mean(dvarpi_nogr)}') | ||
print(f'Swiftest GR : {np.mean(dvarpi_gr)}') | ||
print(f'Obs - Swiftest GR : {np.mean(dvarpi_obs - dvarpi_gr)}') | ||
print(f'Obs - Swiftest No GR : {np.mean(dvarpi_obs - dvarpi_nogr)}') |