{ "cells": [ { "cell_type": "markdown", "id": "862d28d7", "metadata": {}, "source": [ "# Using gwsignal" ] }, { "cell_type": "code", "execution_count": 1, "id": "96c681cd-da4e-4c7e-9f2d-cde1e890d793", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/cecilio.garcia-quiros/.conda/envs/phenomxpy/lib/python3.10/site-packages/lalsimulation/lalsimulation.py:8: UserWarning: Wswiglal-redir-stdio:\n", "\n", "SWIGLAL standard output/error redirection is enabled in IPython.\n", "This may lead to performance penalties. To disable locally, use:\n", "\n", "with lal.no_swig_redirect_standard_output_error():\n", " ...\n", "\n", "To disable globally, use:\n", "\n", "lal.swig_redirect_standard_output_error(False)\n", "\n", "Note however that this will likely lead to error messages from\n", "LAL functions being either misdirected or lost when called from\n", "Jupyter notebooks.\n", "\n", "To suppress this warning, use:\n", "\n", "import warnings\n", "warnings.filterwarnings(\"ignore\", \"Wswiglal-redir-stdio\")\n", "import lal\n", "\n", " import lal\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/home/cecilio.garcia-quiros/.conda/envs/phenomxpy/lib/python3.10/site-packages/cupyx/jit/_interface.py:173: FutureWarning: cupyx.jit.rawkernel is experimental. The interface can change in the future.\n", " cupy._util.experimental('cupyx.jit.rawkernel')\n" ] } ], "source": [ "import lalsimulation.gwsignal as gws\n", "import astropy.units as u\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "import copy\n", "\n", "from phenomxpy.gwsignal_wrapper import *" ] }, { "cell_type": "code", "execution_count": 2, "id": "3b82e332-604a-4305-a679-491b130ee113", "metadata": {}, "outputs": [], "source": [ "# start with the usual parameter definitions\n", "m1 = 30.0 * u.solMass\n", "m2 = 10.0 * u.solMass\n", "s1x = 0.5 * u.dimensionless_unscaled\n", "s1y = 0.2 * u.dimensionless_unscaled\n", "s1z = 0.0 * u.dimensionless_unscaled\n", "s2x = 0.5 * u.dimensionless_unscaled\n", "s2y = -0.2 * u.dimensionless_unscaled\n", "s2z = 0.0 * u.dimensionless_unscaled\n", "\n", "deltaT = 1.0 / 8048.0 * u.s\n", "f_min = 20.0 * u.Hz\n", "f_ref = 20.0 * u.Hz\n", "distance = 1000.0 * u.Mpc\n", "inclination = 1.5 * u.rad\n", "\n", "phiRef = 0.0 * u.rad\n", "eccentricity = 0.0 * u.dimensionless_unscaled\n", "longAscNodes = 0.0 * u.rad\n", "meanPerAno = 0.0 * u.rad\n", "\n", "params = {\n", " \"mass1\": m1,\n", " \"mass2\": m2,\n", " \"spin1x\": s1x,\n", " \"spin1y\": s1y,\n", " \"spin1z\": s1z,\n", " \"spin2x\": s2x,\n", " \"spin2y\": s2y,\n", " \"spin2z\": s2z,\n", " \"deltaT\": deltaT,\n", " \"f22_start\": f_min,\n", " \"f22_ref\": f_ref,\n", " \"phi_ref\": phiRef,\n", " \"distance\": distance,\n", " \"inclination\": inclination,\n", " \"eccentricity\": eccentricity,\n", " \"longAscNodes\": longAscNodes,\n", " \"meanPerAno\": meanPerAno,\n", " #'approximant': 'IMRPhenomTPHM',\n", " \"condition\": 1,\n", "}" ] }, { "cell_type": "markdown", "id": "9e0fa371-120f-47d0-ad5e-945fa32cbefc", "metadata": { "tags": [] }, "source": [ "## Standard method, one generator per approximant" ] }, { "cell_type": "code", "execution_count": 3, "id": "c31bbd1e-4d0c-46af-884a-a1179f00bbb9", "metadata": {}, "outputs": [], "source": [ "gen = PyIMRPhenomTPHM() # PyIMRPhenomTHM() PyIMRPhenomTP(), PyIMRPhenomTPHM()" ] }, { "cell_type": "code", "execution_count": 4, "id": "dea4fd9f-4c62-4ff6-9c25-e20cc7f9334f", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'type': 'precessing',\n", " 'f_ref_spin': True,\n", " 'modes': True,\n", " 'polarizations': True,\n", " 'implemented_domain': 'time',\n", " 'approximant': 'IMRPhenomTPHM',\n", " 'implementation': '',\n", " 'conditioning_routines': ''}" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gen.metadata" ] }, { "cell_type": "code", "execution_count": 5, "id": "63892339-526f-46d3-98e8-c02184a10769", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "hp, hc = gws.core.waveform.GenerateTDWaveform(params, gen)\n", "\n", "plt.plot(hp, label=gen.metadata[\"approximant\"])\n", "plt.xlabel(hp.times.unit)\n", "plt.ylabel(hp.unit)\n", "plt.legend()\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 6, "id": "6b526cec", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "hp, hc = gws.core.waveform.GenerateFDWaveform(params, gen)\n", "\n", "plt.loglog(np.abs(hp), label=gen.metadata[\"approximant\"])\n", "plt.xlabel(hp.frequencies.unit)\n", "plt.ylabel(hp.unit)\n", "plt.legend()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "5f0ce9a0", "metadata": {}, "source": [ "#### Non-default model" ] }, { "cell_type": "code", "execution_count": 7, "id": "c9811ca6", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "params_nondefault = copy.copy(params)\n", "\n", "hp, hc = gws.core.waveform.GenerateFDWaveform(params_nondefault, gen)\n", "plt.loglog(np.abs(hp), label=\"Default (Numerical)\")\n", "\n", "params_nondefault[\"prec_version\"] = \"NNLO\"\n", "hp, hc = gws.core.waveform.GenerateFDWaveform(params_nondefault, gen)\n", "plt.loglog(np.abs(hp), label=\"NNLO\")\n", "\n", "params_nondefault[\"final_spin_version\"] = \"1\"\n", "hp, hc = gws.core.waveform.GenerateFDWaveform(params_nondefault, gen)\n", "plt.loglog(np.abs(hp), label=\"NNLO FS1\")\n", "\n", "plt.xlabel(hp.frequencies.unit)\n", "plt.ylabel(hp.unit)\n", "plt.legend()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "9818493d-6964-4b23-adc4-6646b5d8e24e", "metadata": { "tags": [] }, "source": [ "## Using a generator for the whole family" ] }, { "cell_type": "code", "execution_count": 8, "id": "ff1d4715-f70c-486e-9358-0269653d109e", "metadata": {}, "outputs": [], "source": [ "gen = PyIMRPhenomTFamily()" ] }, { "cell_type": "code", "execution_count": 9, "id": "8692a117-7f99-460d-9a1b-94b9cb1e4e8b", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'type': 'aligned_spin, precessing',\n", " 'f_ref_spin': True,\n", " 'modes': True,\n", " 'polarizations': True,\n", " 'implemented_domain': 'time',\n", " 'approximant': 'IMRPhenomTFamily',\n", " 'implementation': '',\n", " 'conditioning_routines': ''}" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gen.metadata" ] }, { "cell_type": "code", "execution_count": 10, "id": "8991cfa4-c327-40d7-bf3b-b79b63596150", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "for approximant in [\"IMRPhenomT\", \"IMRPhenomTHM\", \"IMRPhenomTP\", \"IMRPhenomTPHM\"]:\n", " params[\"approximant\"] = approximant\n", " hp, hc = gws.core.waveform.GenerateFDWaveform(params, gen)\n", " plt.loglog(np.abs(hp), label=approximant)\n", "\n", "plt.legend()\n", "plt.xlabel(hp.frequencies.unit)\n", "plt.ylabel(hp.unit)\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "029d3299", "metadata": {}, "source": [ "#### Using non-default model" ] }, { "cell_type": "markdown", "id": "12b3ba7e", "metadata": {}, "source": [ "Extra options can be passed to the params dictionary as before, but this generator also supports passing options in the approximant name" ] }, { "cell_type": "code", "execution_count": 11, "id": "bbf2b1ed", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "for approximant in [\"IMRPhenomTPHM_nnlo\", \"IMRPhenomTPHM_MSA\", \"IMRPhenomTPHM_SpinTaylor\"]:\n", " params[\"approximant\"] = approximant\n", " hp, hc = gws.core.waveform.GenerateTDWaveform(params, gen)\n", " plt.plot(hp, label=approximant)\n", "del params[\"approximant\"]\n", "\n", "plt.legend()\n", "plt.xlabel(hp.times.unit)\n", "plt.ylabel(hp.unit)\n", "plt.xlim(-0.1, 0.025)\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "049bdf5e", "metadata": {}, "source": [ "## Comparison with LAL" ] }, { "cell_type": "code", "execution_count": 12, "id": "75c4a4d1", "metadata": {}, "outputs": [], "source": [ "from lalsimulation.gwsignal import gwsignal_get_waveform_generator" ] }, { "cell_type": "code", "execution_count": 13, "id": "597ac618", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/cecilio.garcia-quiros/.conda/envs/phenomxpy/lib/python3.10/site-packages/lalsimulation/gwsignal/core/waveform.py:226: UserWarning: This code is currently UNREVIEWED, use with caution!\n", " warnings.warn(\"This code is currently UNREVIEWED, use with caution!\")\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axs = plt.subplots(2, 2, figsize=(10, 6))\n", "\n", "params_as = copy.copy(params)\n", "params_as[\"spin1x\"], params_as[\"spin1y\"], params_as[\"spin2x\"], params_as[\"spin2y\"] = (\n", " np.array([0, 0, 0, 0]) * u.dimensionless_unscaled\n", ")\n", "\n", "gen_lal = gwsignal_get_waveform_generator(\"IMRPhenomT\")\n", "gen_py = PyIMRPhenomT()\n", "hp, hc = gws.core.waveform.GenerateTDWaveform(params_as, gen_lal)\n", "axs[0, 0].plot(np.real(hp), label=\"IMRPhenomT LAL\")\n", "hp, hc = gws.core.waveform.GenerateTDWaveform(params_as, gen_py)\n", "axs[0, 0].plot(np.real(hp), \"--\", label=\"IMtRPhenomT python\")\n", "axs[0, 0].legend()\n", "\n", "gen_lal = gwsignal_get_waveform_generator(\"IMRPhenomTHM\")\n", "gen_py = PyIMRPhenomTHM()\n", "hp, hc = gws.core.waveform.GenerateTDWaveform(params_as, gen_lal)\n", "axs[0, 1].plot(np.real(hp), label=\"IMRPhenomTHM LAL\")\n", "hp, hc = gws.core.waveform.GenerateTDWaveform(params_as, gen_py)\n", "axs[0, 1].plot(np.real(hp), \"--\", label=\"IMRPhenomTHM python\")\n", "axs[0, 1].legend()\n", "\n", "gen_lal = gwsignal_get_waveform_generator(\"IMRPhenomTP\")\n", "gen_py = PyIMRPhenomTP()\n", "hp, hc = gws.core.waveform.GenerateTDWaveform(params, gen_lal)\n", "axs[1, 0].plot(np.real(hp), label=\"IMRPhenomTP LAL\")\n", "hp, hc = gws.core.waveform.GenerateTDWaveform(params, gen_py)\n", "axs[1, 0].plot(np.real(hp), \"--\", label=\"IMRPhenomTP python\")\n", "axs[1, 0].legend()\n", "\n", "gen_lal = gwsignal_get_waveform_generator(\"IMRPhenomTPHM\")\n", "gen_py = PyIMRPhenomTPHM()\n", "hp, hc = gws.core.waveform.GenerateTDWaveform(params, gen_lal)\n", "axs[1, 1].plot(np.real(hp), label=\"IMRPhenomTPHM LAL\")\n", "hp, hc = gws.core.waveform.GenerateTDWaveform(params, gen_py)\n", "axs[1, 1].plot(np.real(hp), \"--\", label=\"IMRPhenomTPHM python\")\n", "axs[1, 1].legend()\n", "\n", "for ax in axs.flat:\n", " ax.set_xlim(-0.1, 0.05)\n", "\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 14, "id": "a6838731", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axs = plt.subplots(2, 2, figsize=(10, 6))\n", "\n", "params[\"deltaF\"] = 0.0625 * u.Hz # NOTE gwsignal uses this value if deltaF not provided\n", "# params[\"deltaF\"] = 0 * u.Hz\n", "\n", "params_as = copy.copy(params)\n", "params_as[\"spin1x\"], params_as[\"spin1y\"], params_as[\"spin2x\"], params_as[\"spin2y\"] = (\n", " np.array([0, 0, 0, 0]) * u.dimensionless_unscaled\n", ")\n", "\n", "gen_lal = gwsignal_get_waveform_generator(\"IMRPhenomT\")\n", "gen_py = PyIMRPhenomT()\n", "hp, hc = gws.core.waveform.GenerateFDWaveform(params_as, gen_lal)\n", "axs[0, 0].loglog(np.abs(hp), label=\"IMRPhenomT LAL\")\n", "hp, hc = gws.core.waveform.GenerateFDWaveform(params_as, gen_py)\n", "axs[0, 0].loglog(np.abs(hp), label=\"IMRPhenomT python\")\n", "axs[0, 0].legend()\n", "\n", "gen_lal = gwsignal_get_waveform_generator(\"IMRPhenomTHM\")\n", "gen_py = PyIMRPhenomTHM()\n", "hp, hc = gws.core.waveform.GenerateFDWaveform(params_as, gen_lal)\n", "axs[0, 1].loglog(np.abs(hp), label=\"IMRPhenomTHM LAL\")\n", "hp, hc = gws.core.waveform.GenerateFDWaveform(params_as, gen_py)\n", "axs[0, 1].loglog(np.abs(hp), label=\"IMRPhenomTHM python\")\n", "axs[0, 1].legend()\n", "\n", "gen_lal = gwsignal_get_waveform_generator(\"IMRPhenomTP\")\n", "gen_py = PyIMRPhenomTP()\n", "hp, hc = gws.core.waveform.GenerateFDWaveform(params, gen_lal)\n", "axs[1, 0].loglog(np.abs(hp), label=\"IMRPhenomTP LAL\")\n", "hp, hc = gws.core.waveform.GenerateFDWaveform(params, gen_py)\n", "axs[1, 0].loglog(np.abs(hp), label=\"IMRPhenomTP python\")\n", "axs[1, 0].legend()\n", "\n", "gen_lal = gwsignal_get_waveform_generator(\"IMRPhenomTPHM\")\n", "gen_py = PyIMRPhenomTPHM()\n", "hp, hc = gws.core.waveform.GenerateFDWaveform(params, gen_lal)\n", "axs[1, 1].loglog(np.abs(hp), label=\"IMRPhenomTPHM LAL\")\n", "hp, hc = gws.core.waveform.GenerateFDWaveform(params, gen_py)\n", "axs[1, 1].loglog(np.abs(hp), label=\"IMRPhenomTPHM python\")\n", "axs[1, 1].legend()\n", "\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 15, "id": "8d613549-35d0-47b5-94d7-1256f484585f", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(20.0, 30.0)" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "gen_lal = gwsignal_get_waveform_generator(\"IMRPhenomTPHM\")\n", "gen_py = PyIMRPhenomTPHM()\n", "hp, hc = gws.core.waveform.GenerateFDWaveform(params, gen_lal)\n", "plt.plot(np.real(hp), label=\"IMRPhenomTPHM LAL\")\n", "hp2, hc2 = gws.core.waveform.GenerateFDWaveform(params, gen_py)\n", "plt.plot(np.real(hp2), \"--\", label=\"IMRPhenomTPHM python\")\n", "plt.legend()\n", "plt.xlim(20, 30)" ] }, { "cell_type": "code", "execution_count": null, "id": "81379545", "metadata": {}, "outputs": [], "source": [] } ], "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": "3.10.16" } }, "nbformat": 4, "nbformat_minor": 5 }