{ "cells": [ { "cell_type": "markdown", "id": "2f079c63", "metadata": {}, "source": [ "# A 64 s mock-data segment\n", "\n", "Noise, one signal and one glitch, driven from Python the way `gwforge_noise`, `gwforge_inject` and `gwforge_glitch` do it. The guide pages are {doc}`../noise`, {doc}`../inject` and {doc}`../glitch`." ] }, { "cell_type": "code", "execution_count": 1, "id": "b01ed314", "metadata": { "execution": { "iopub.execute_input": "2026-10-18T13:15:32.360812Z", "iopub.status.busy": "2026-10-18T13:15:32.360657Z", "iopub.status.idle": "2026-10-18T13:15:35.728179Z", "shell.execute_reply": "2026-10-18T13:15:35.727594Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/opt/anaconda3/envs/gwforge/lib/python3.11/site-packages/gwpy/time/_ligotimegps.py:42: 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", " from lal import LIGOTimeGPS\n" ] } ], "source": [ "%matplotlib inline\n", "%config InlineBackend.figure_format = 'retina'\n", "\n", "import warnings\n", "import numpy\n", "import pylab\n", "from gwpy.timeseries import TimeSeries # gwpy restyles matplotlib on import, so it goes before the style line\n", "from GWForge.plotting import new_rcParams, palette\n", "warnings.filterwarnings(\"ignore\", \"Wswiglal-redir-stdio\")\n", "import lal # noqa: E402, F401\n", "\n", "pylab.rcParams.update(new_rcParams())\n", "colours, colormap = palette()\n" ] }, { "cell_type": "code", "execution_count": 2, "id": "d24486e0", "metadata": { "execution": { "iopub.execute_input": "2026-10-18T13:15:35.730325Z", "iopub.status.busy": "2026-10-18T13:15:35.730171Z", "iopub.status.idle": "2026-10-18T13:15:35.968160Z", "shell.execute_reply": "2026-10-18T13:15:35.967585Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "{'CE40': , 'ET1': , 'ET2': , 'ET3': }\n" ] } ], "source": [ "# ══════════════════════════════════════════════════════════════════════════════\n", "# Coloured Gaussian noise for CE40 and ET. The same (seed, GPS time) always\n", "# gives the same samples, which is what lets gwforge_noise be re-run per file.\n", "# ET is a triangle, so bilby presents it as three interferometers.\n", "# ══════════════════════════════════════════════════════════════════════════════\n", "from GWForge.ifo.detectors import Network\n", "from GWForge.ifo.reproducible_noise import noise_from_interferometer\n", "\n", "FS, T0, DURATION = 4096, 1893024018, 64\n", "\n", "network = Network([\"CE40\", \"ET\"]).initialise_ifos()\n", "data = {}\n", "for k, ifo in enumerate(network):\n", " samples, epoch = noise_from_interferometer(\n", " ifo, T0, T0 + DURATION, seed=k, sample_rate=FS, filter_duration=16\n", " )\n", " data[ifo.name] = TimeSeries(\n", " samples, t0=epoch, dt=1 / FS, name=f\"{ifo.name}:INJ\", channel=f\"{ifo.name}:INJ\"\n", " )\n", "\n", "print({name: series.duration for name, series in data.items()})" ] }, { "cell_type": "code", "execution_count": 3, "id": "410705e7", "metadata": { "execution": { "iopub.execute_input": "2026-10-18T13:15:35.970131Z", "iopub.status.busy": "2026-10-18T13:15:35.969962Z", "iopub.status.idle": "2026-10-18T13:15:36.401139Z", "shell.execute_reply": "2026-10-18T13:15:36.400411Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/opt/anaconda3/envs/gwforge/lib/python3.11/site-packages/erfa/core.py:133: ErfaWarning: ERFA function \"taiutc\" yielded 1 of \"dubious year (Note 4)\"\n", " warn(f'ERFA function \"{func_name}\" yielded {wmsg}', ErfaWarning)\n", "/opt/anaconda3/envs/gwforge/lib/python3.11/site-packages/erfa/core.py:133: ErfaWarning: ERFA function \"d2dtf\" yielded 1 of \"dubious year (Note 5)\"\n", " warn(f'ERFA function \"{func_name}\" yielded {wmsg}', ErfaWarning)\n", "/opt/anaconda3/envs/gwforge/lib/python3.11/site-packages/erfa/core.py:133: ErfaWarning: ERFA function \"utctai\" yielded 1 of \"dubious year (Note 3)\"\n", " warn(f'ERFA function \"{func_name}\" yielded {wmsg}', ErfaWarning)\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 410, "width": 637 } }, "output_type": "display_data" } ], "source": [ "# ── Does the generated noise follow the design curve? ─────────────────────────\n", "ifo = network[0]\n", "asd = data[\"CE40\"].asd(fftlength=4, method=\"median\")\n", "\n", "pylab.figure()\n", "pylab.loglog(asd.frequencies.value, asd.value, color=colours[0], lw=1, label=\"generated, 64 s\")\n", "pylab.loglog(\n", " ifo.power_spectral_density.frequency_array,\n", " ifo.power_spectral_density.asd_array,\n", " color=\"0.2\", lw=1, label=\"CE40 design\",\n", ")\n", "pylab.xlim(5, FS / 2)\n", "pylab.ylim(1e-25, 1e-21)\n", "pylab.xlabel(\"frequency [Hz]\")\n", "pylab.ylabel(r\"ASD [$1/\\sqrt{\\mathrm{Hz}}$]\")\n", "pylab.legend()" ] }, { "cell_type": "code", "execution_count": 4, "id": "07a88a0f", "metadata": { "execution": { "iopub.execute_input": "2026-10-18T13:15:36.402974Z", "iopub.status.busy": "2026-10-18T13:15:36.402842Z", "iopub.status.idle": "2026-10-18T13:15:36.905518Z", "shell.execute_reply": "2026-10-18T13:15:36.904873Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CE40 optimal SNR 460.3\n", "ET1 optimal SNR 102.0\n", "ET2 optimal SNR 85.2\n", "ET3 optimal SNR 119.5\n", "network SNR 493.8\n" ] } ], "source": [ "# ══════════════════════════════════════════════════════════════════════════════\n", "# One BBH, projected with the frequency-dependent, Earth-rotating response\n", "# (the long-wavelength and static-pattern approximations are off by default)\n", "# ══════════════════════════════════════════════════════════════════════════════\n", "from GWForge.inject.bilby_inject import BilbyInject\n", "\n", "injection = dict(\n", " mass_1=36.0, mass_2=29.0,\n", " a_1=0.3, a_2=0.2, tilt_1=0.5, tilt_2=1.0, phi_12=1.7, phi_jl=0.3,\n", " luminosity_distance=2000.0, theta_jn=0.4, psi=2.659, phase=1.3,\n", " geocent_time=T0 + 40.0, ra=1.375, dec=-1.2108,\n", ")\n", "waveform_arguments = dict(\n", " waveform_approximant=\"IMRPhenomXPHM\", minimum_frequency=10.0, reference_frequency=10.0\n", ")\n", "\n", "injected = BilbyInject([\"CE40\", \"ET\"], data, injection, waveform_arguments).inject_signal_using_bilby_method()\n", "\n", "for ifo in injected:\n", " print(f\"{ifo.name:5s} optimal SNR {ifo.meta_data['optimal_SNR']:7.1f}\")\n", "print(f\"network SNR {numpy.sqrt(sum(ifo.meta_data['optimal_SNR'] ** 2 for ifo in injected)):.1f}\")\n", "\n", "strain = {\n", " ifo.name: TimeSeries(ifo.time_domain_strain, times=ifo.time_array, channel=f\"{ifo.name}:INJ\")\n", " for ifo in injected\n", "}" ] }, { "cell_type": "code", "execution_count": 5, "id": "9ceec469", "metadata": { "execution": { "iopub.execute_input": "2026-10-18T13:15:36.907106Z", "iopub.status.busy": "2026-10-18T13:15:36.906969Z", "iopub.status.idle": "2026-10-18T13:15:36.912504Z", "shell.execute_reply": "2026-10-18T13:15:36.911966Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "peak strain of the glitch: 6.44e-23\n" ] } ], "source": [ "# ══════════════════════════════════════════════════════════════════════════════\n", "# One blip-like sine-Gaussian in CE40 only, scaled to optimal SNR 50 against\n", "# the detector's PSD. gwforge_glitch draws these at a rate per hour, per detector.\n", "# ══════════════════════════════════════════════════════════════════════════════\n", "from GWForge.glitch.sine_gaussian import add_glitches\n", "\n", "glitch = {k: numpy.asarray([v]) for k, v in dict(time=T0 + 20.0, frequency=100.0, q=10.0, snr=50.0, phase=0.0).items()}\n", "amplitude = add_glitches(strain[\"CE40\"].value, T0, FS, glitch, injected[0])\n", "\n", "print(f\"peak strain of the glitch: {amplitude[0]:.2e}\")" ] }, { "cell_type": "code", "execution_count": 6, "id": "02d9ac29", "metadata": { "execution": { "iopub.execute_input": "2026-10-18T13:15:36.914082Z", "iopub.status.busy": "2026-10-18T13:15:36.913951Z", "iopub.status.idle": "2026-10-18T13:15:37.296758Z", "shell.execute_reply": "2026-10-18T13:15:37.296151Z" } }, "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, 'whitened strain')" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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otWvXjgYNGiS+E84+a0uKEdGdEsXSHB9Vb51cxQiD0Uzxqw5QZHYhhSXGU9R9F9FxqiRDtZlidh2nmD3ZZMopoIKcmu+ojU/iahN4rOy8vnTuvTc5xIjwE4VUsyZ1tDEiZttRijl0mkKqzKIaTY3/Dsc2b3aMEd3jiLqPqnntX+uGJYjo1ZFOjO/m8PyiffvqxYjQgnKKX5tO4fnlFN4umbo+eiMdjzBRbkEehZRXU8LKA0SZp+jUx4uodP0eSrhrMu1K318vRmhrQfhvFHk0j+LXHSSD2Uqh8Vz5YCWqrjlI5CRg8ZJNVHoilwY/e09QxQhlf6GO4YgRdXAcocNxxKia2ejL+tclvJy97vAOPahk2VYq3n2IqMLxxIz3UZaqajryv++ockdGTUyMCieD0SKSQqzyyEmqeGsuFV4xhCxJsRRSWkXxvx+iiJNFFBIVQRQTSbbyKvskCqaTeXTsP3Mo6tUHyZQY7TJGWE1mSn/zK6LcIio/uzsZR5xDFBZCg3v3o7CMHMqetUQkuPLnrKCc5Zup+KJB1LpzB3uM2PL7BorILqSI4wXiX0htnGK8/TI2bqRWy/aJx6gVLN1M6e3CRNWXIjE2jlL/OErFW/aTNSqMSi4ZRKaOSWKfEr33BMXuPEbGnHzxj/FHtUWG2T9P5/uuJHPvdg7HERynE1fsp+SBPanL1OtpY8a+mt4txRVifxR16DSV7jhEpTszKPSCQZTTw3FP0yk2kVIKjZS/aZ9IGhpU+09uIyMSE+jwy1+QpazuhNpWZaTMBSsptFtbXY4jlPGqtce6DDGiBs41att3E59rKG0yWM81evfuXW+9Gstg0x7VQ7PEByV8UsUNhLtT8j9XXn31VadVYXyyp/5ibNu2TZxYeopPfnmwdwWfhPEOxxPTpk0TmXT+8lx11VX2n/MBlXIVSck8q8d+a0nVKKhYk+sqEr82H7DzgT+/JyrWUI2id4zgbpSl5mpqFRZF8aP6u2zfytVMrljI+d8CqtqfJX7Oyaaos3o5XOE7M3splf2uSv6FhlCXNx6iUFXXGW2c5eqAnHfm2X8fP6QXdXziJoeEv6W8iiJbxVFUeARlvvUNle3KsP+OK9baPXa90yvN2teOHdyD2jxyrdttWJV5SjyHT6C4oq3HM3dSeHSUwzbkx5z695y6v9+QXtT6L1fX24ZHHn67psKtVupdF1P+nOXU6uKzqe2lYygqJVFU7PEEC2dm/UZUe6LNev7jHoru2zloKtb4PfmglmMkr7+yDVHV6vk2xHGEf6tR8jenUbG5mpLCIqnr5DEu42x4lZmoopoqCoro5Ec/2qtpWcLoAWTKKaSQuGiKPW8wRffvSiER4aIbeME3K6l0Q13iP2ZID0q8bDTlvP8DxZ7Vm9peNZ5iO7YR37fK/CLKn7uSyrfUJVvih/airk/d5jRGxEZHU+a/v6Lq/GJq//StDt0slRhxZs12OvnRorp21L09dX72DoqNjxPbMH/PIdF1lLv6F8xbQ9aKuu99q8kjyFJZTZbicoobM5BK1+6qqYjj721UBHV5+y9kqK3a5bhw5qMfqXxnTdxOvesiih832GGdSxb+Tvm/blJ/COr82v0UlpzgtH1XH8ulnLfnUfz4QdTtniudHovlTF9IlXuO2O9zhR2vt6Jq20GKjIulkrRMKvhtk2Ny7JFrqeD7NZQ0fghZYyIo/4d1ZC2tee/4c4dQlwev1qVijWMt9x7itqzESQVihOM2RMVa01Ssqc9vRHVpkFaszZ49W+RN+GdPPPEE+QMSay0UH0isX7+e5syZQ998843DF4UbI2ep+Wqf9srgmjVr7Pc5yaZUBXiCs+XqSQu4kkM7W6i7xBp/efzZuAEAgln+iq2UPeMnexebwV88bz9xUvD4NvsffcehqqzDXZdQ60trTkqd4W5OR16b5ZBY6/HsnS4fX7huFx37YIFHj/f2tblr66EXZ4oTSK4m6/fWVDEOmzNpD/+XzIV1B3/93v1rvbGUdt/1ikNijROM3Z+6lWL7dKn3eie/WUZnfvzdfj/p/LOoy5+vcbmuACCfE18uobxfN9b9wGCgTg9cRSkT6l9Y5oqy/VPfJnNxXRLQEBFOHf90KaVMHOH88Y++Q+ai2rhjMNCAD/9G4a1qThrVTn69lM4sXk89X7ib4gZ2d7qufIJ54K/vinEeFR3vuYxSLzqnwc8VntKKYvt0pi5TbxAnmHzhJX/5Firbd5SSzzuLEob3sT+2cP0eOja99gKHwSD2HZxcVOPxL/c9Mo1sxroLQO1umkhtr62pCNGOFXfw2Y+ILBbqO22qy3Epy9OPUcZLM+33eb/V/3+PU3hiXL3tsO/Pb4ox8eyfLzVR/B1ajexnHxOOx+3krvvtb5rkML4cAMC0AOQeMCtoC8VXVy699FKRjeVuQVxyqeAk27vvvlvvOdox1bSZ6YZoH69khT3FJdqYFRRkwVdRuLRfWzUE0FzaZJ7qij6fVGmTauLnyQkUP7Ru/8AqDrmfQMZbNd0nAyN75mJ7VUabK8e5TKqxxDGDHH/gQcF+96dvd5pUY0ljHSs4KjL8u91khxgJsvGlTfKEAGpJ5w11mlRjIeFhoupMjRM5zpJqTh9vs1HFwZoqMe0FgjM/bxCTybhKqtkrLoY5XrDm6llnIlJbOdznsdE6PXiVeA3xWiEhIiHX7a83OyTVWN5vdQm5sFZx9ZJq4ufxMdRqhOMF+nIX+47Ti9aJLqNJ5w1zO9lLTO9OFBoXXbfOJjMVb67fhZI/gzZRljC0lz2pxniSh073XE5d/nytrkk1xEmQDdpk4GCMtSDAfddXrFghKsqUsQGWLl3qNLHlz8Qa9732Bvcr146/AaAXLk3mcQy4L7+2fB9A9jbJs6RVHa8bO4IH4HclbnBPKtl+0H6fZ7PzJ3fv3Rg89k/5gZpurixp3BC3j2933flkzCmg6lN5lHrJORTZNrnB94jp7np27MgOjjPpmfIcx95p6RAjoSW0SU5+qYVGux9fOLKdY9wIS4j16vHVp2rGJFM7s2SjSLqFJ8VTyXbHcboaUnnUcaxZhXoSGsbJM/Wsma5YuQtV7cD/DcVvrigu+qOuayx3Q633ekYT5S+vG+uooc/HCTFLWaXXny9Rc6FDFoiTIBu0ycBBYi1I8EDaf//73+1jq/HAhtwvmfsiK5QBNhX5+fV3/u6oB5blAWW9nfwAAABc46439mXtmC8uH6vqIqMk2lyJ6tTG8QcBSoT5m/qELjy1VYNVCaGx0dT9qZrZp/2BT8jVs+RxlyPuXuWsMhAA5IqRvgqJjvTu8TyZgYpFNe6Z0q2Rx89kFYdP0LEPf2jwNdVjYIrXrDJSqOZ96q1HpPvf21+rpMKhmtf9vqO1ZsXqx76yvZn2yQQ4gehJfFR/PvsspA0IicQFUADQFxJrQeSWW25xmLSAZ+LgmUIU2vHQtDPSucOvpR54lmehBAAA/zn2/gKiiX3EMvm1h706+TMXlZG5rJLCVN1sFNruk9ouRDLiBFbJzroKZ926+tR2q7LDfFAAzSJG+krpSunr47mCS606+4y9Qiv5/LOo031XkJ60+w5rlZGM+cUUkdKqwW7+zvYd5el1VcU93HStBwBo7nBZNYj06NFDzAqiUGbcUIwePdrh/vHj9ceBcEX72BEjnI83AQAAgcfdaXi8Hu3EAM7wiZO2e4/sOFForayb+crZGEAAANLRDO1YnVvX28OmmTlPD6HRkRTVtZ3Dz0p3183q7O2+w+HzmTyrPgMAaI6QWAsySjItOTnZIcnGunfvLv4pdu3a5fHr8gQJajxxgrecTR8MoBeeSIMn4MCEGiALg9VKYXllYumJNleNdzmZgVrlsVz7bU7G1RvkX0Im1ax8zKJKskHTQIyE5h4jZeq+Km6rxhbTU/19x2bRZVWrSrXv4KphnpxAy1JaKd3na0qIkyAbtMnAQWItyCiTF5x77rlOf3/FFXUl6Nu3b3e6I3Vmy5Yt9ttJSUn1qt88wYm86mqcHIEceJbcc845p95suQB6CS+tpqRFO8TSEzxTXesrxtnvV6Qfo9OL19frlpS35A9xOzQ2irpOvaHeYN4y0lZKOBs0GwILMRKae4yUguo4298Tx/iKZzxue/0F9vtVWTmUO3+1w2N47LPTP2+wjyPXZeoNTsd5U59HGM8UUrBBnATZoE0GjvxHz+A3aWlp9sTVHXfc4fQxDzzwAL333nv2JNymTZs8SpItWbLEfvu+++6jMDfTaQMAQNPocPtFFNu3C52c/SsZTxfSqa+XigGyW43sTzaTmfKWbxGz1EV370Bd/nIdRXXUDEYtKZ6IQDtZA3c58mSmTwAAWfAFDfV4a1zBph33Ug/tbphAMb060clZS8Q+ghNrlVk5lHjOQDHGZf6KrSLhFtW5rdh3RGu6jzr7fGIWZ9XFHgCAlgQVa0Hkm2++EcuBAwfStdde6/QxgwcPdqhmmzt3boOvu3nzZjHLqFJe+sgjj/i0fmPGjMFMoiCNkpISWrFihVgCyMDUKprO3D1OLL3RamQ/UU1giAinmD6dqfrEGTr51W+Uu3ANRSQnUNe/3ky9X32g2STV7INkawYFL1q/x6vXMBWV+nmtggtiJLSUGKmniNRE+22bxUKF6zwfhkWJY4df+SIAa0aUMKw3dX3sJlGRFtO7ExlzC+nk10spd94qkfzj/Uqff//ZZVJNO6EBTzhjKvQu7has2Um5i9ZRc4U4CbJBmwwclBU1U2azmX799VeKiIigCRMmUHi4+4Gbjx49KirR+PGff/6523Gj+HFnn302mUwm+uyzz8RMoqmpqS4f//rrr9tvP/HEE9S1a1efPlNISIjXsy0BBJKnXaEBmoJojaEh2rGvG1Sy/SBlz/yJej5/V4uZkS00JoqiurQVFROKvKWbKeWiUU5nPtUq3rKfSnYdos73XxXgNW3ZECOhJcRIPXFSyhAeJiqIWe4PaynpvKEUFtdw1Ron4o5Nn09R3VwnthqjdO8ROv7hQur25K0UP6iHT68R06szEdWO72mx0qlvllGXh6/z6LlVx0/TiS9+pp7/vIeaM8RJkA3aZGCgYq2Zuuuuu+jKK6+kiy++mPr06UOLFy92+dj8/HxRoVZZWUmzZs0SSTN3hg4dSi+++KI9q/3kk0+6fCy/7w8//GCvdnvllVd8/kwAAOBf+cu3UOZb31DHe69oFkk1Q6jjYYm19mTT1ThAaubiMsqe8ZPopuQOd2c68eUSanfDxEauLQBA4xjCQinhrD72+5bSCsr+5McG4xifGHO8Kz+UTa0vG+P3P0PBul2U+e+vqP3tF/mcVGPxQ3uJamkFV+QV/bG3wecZ84sp879zxFAGMd07+Pz+AABNBYm1Zmrnzp0O1WicZOOJB7jrGleaKbNszp49m8466yyqqqqiVatW0c033+zR63OV2v/93/+J25yMmzp1KlVU1M1cxDihprwej8O2bNkyioyM9OOnBAAAX3EXmuyZiym6a1tqNaKv3zakzepdPYhSiWG/b7a4rURTM+XXTLjjTMrkkRSqqU4r3pRGx95fQJaKKqfPKUvLpMP/96UYPyg8sWaWbAfaz9bQR/X28QDQBGxNVrnhSQKsIamXnFOvojbr3e8dZgxV49k1+fcFq3dQmyvHUURKXXdLNytCniramCYq1SLaJNa7gOEtriBOGj/E4Wcco/OWbXG5bcozsinjpc9Et9EOt1/s2RuhhwEA6AxdQZspTnzdc8899iQa+/nnn8U/7hYaFxdHpaWlNH78eNFV86abbmqwu6jWc889J8Zj4+6d06dPp++//16MvxYfH087duwQyT1OpD3++OP02muvYXw0AABJWKuNdOLLX8Rtc2klVefkU2S7FL+8tlkzRo6rJJbCVFDi8dhmEbyOXLVmqTlZ5QkXuMJMGcOn/OBxKt11iNrdOFEk4To/eDUdnfatw2sUbdhDZXuPUOLYwRTTo4MYH4hn2yvZni4Sa0nnDqXkC86q996c8OOuVQ6frbLa5UDiPKOq9vH8s9Aw10MtAEDgWGw1caPKTfK+3nPKKh3uW1XH1U4fX1ldr1LWm9fXPp/F9e9GSecPo8I1dRfNizfvE/EqccxAMYkAxyFOqFVkZFPRhr1kKa+k2H5dqe115zt/X01c9nRMSY5p2Z8tFokqXteqE2caPf5m+1smi/hrLiqzv8eJzxZT/rLNlDh6EEW2TxHdYY15RVS6K0P84/fnSuuozm08/Hzu/w4AAIGGxFozdfvtt4sk108//UT79++nwsJCMUZZQkICde7cWXTL5MkAkpMbN0Pa1VdfLarh1qxZQ2vXrqWsrCwxvhuP68YJN66SS0pK8stn2r59u9fJP4BATkfNlZjR0c1nEGRo2Xo/fAN1rqqiqIcdr/47YymvImvtCZwpr4gOPP4/Ck9pJU7OuOtRPQaDmL0tuls7Sj7vLHGi4wx3zcxfvd3hZ5z44sqC8KT4eo/nioTiLQccfsYzzPHYOc5OmEKjIih+YA8q3Z1h/9mR/3xFyecPEyeoJTszqPe/7rP/rtXZ/anDnZeIyRjUFQs8S2jerxvrvX6rUQOo04POx1WrOpVX/2fHT1PcgG7OH38st97PqnMKRDIvGCBGgmwqb7qA/rVuLV1yfj8a7WG1GSd81CoOHhc/N4Q479TDsyqrcfLLXFbhdEw0TtaX7jzk8LPy9GNkNZspJMzxFKzj3ZeTKa9YvJ6Ck2f5y7eKf1oxfbtQ96duc7qefGGlZJvj5yrdfVgkrtSTJThjrTLak4GcCEv/23QKT06g0PgYCgkPc77viImkqK7tKPncoRTVqX5c5/0Oj9PGXUv5M6nja87xlU5fs/2tkyn1QudD11RknhT7EbWC1dspYXgfl383vSBOgmzQJgPHYMPodSCBadOmiQo7robjhB0AADROzvcrKXfhWq+7yBhCQ6nDnRdT6sV13ZOKtx4QVQQlOw467Z4ZlhBL8Wf1pvCkBGp3wwV0etE6kWwrP3CMqrJP13s8V5ElDO8rklCtLx9bL1GX8eJMcXKoxpMVdHviFopsm+x0ggau0OMKN2e4y2i7GydQyoWj6k2SwyfRlUdO0slvllH5vqOO79m1HXW86xIxm6pyIswny9xViZN5lZqT7Jjenan9bRdSbJ/O0p3gAbR0a0+coPMXLqC/Dx9O/xk7zuXjeHZKTnjx4Pw8S7JWdPf2ohosYVgfih/SUyRyuEqMY1PZnsP1Hh+WGC+SOnH9uoqK2OrThXT6h7WicparZbX4wkXcwO4UP6SXuDigvnCRM28V5S3ZWK8LvSIkOlKMqdb2mvPqXSQp23+U8ldspdKdGQ4JLPVzecyziDZJlDJhuMsq5tM/rqNT367wvntlSAi1v3kStblqvNNfV53MoxOf/yy2iyuRHVtTxz9dSvGDe9Zfr8XrqXTHIfE5na0bb9fYAd1E8pC3DwBAU+YeULEG0ujVqxcVFBTovRoAAk/2kZmZSd27d0fVGjTLNsndJePP6kNHXpslqsk4IcQDQivdLF0R3XS++EWc4CiDVlcdzxVJK+4S5KpbkLmwTPzj4Y0qMk+RzWgWlQ78zxmuiuCuna0vd/w5d/vs8/pDYpZPPikNT4ynuME9qdXZ/Vwmq/iklk+A+USZT3yN+SXic/BzY/t1oVYj+1FIZITT53KCrPpEnkic8Ymu1ulFv4tEYLfHa8YUPf7xD2QuqaCw2Gjnj1+4Vpw0uzq5bCkQI0E2NpOJnmjXnqIbGPeMq3i54onHJnM1PhnHBFOXmi7o/H3nClVOyjv7zte8ZrHocs+4WtiUX0KR7VPFP2eMp4vqJd24IqzDrReKxBlXnFUcOUHm4nIyhBhE8i62d2cR67RjUdpf80wRWUorKaZnR5ef3VpRTVVHc8hSUb9LqqLNVeeKz8njUXK1GY+ryZ9P2/W9/ovXzPoZ2SFVxFytqA6p1PP5P4n9Q+mOdFHhywnAkKhIimyXLOJmbP9u9S5+KMTfICzUadJNYTpTLCq2ZYE4CbJBmwwcJNZAGm3bthWzkALIgMcvPHnyJHXq1AmJNWiWbZIrxbI/WSROVro+dqNIHHGROs86x+PTWKtNNeOKWa1iySeDnJAqP5BFRZvSRPcjJbHW9lrn4/i40v3JW6kx+GS0458u8352vWG9xT9vdLzrUq8e3+Uv13v1+JYKMRJkYzOb6dLERNrUwONSJp8t/nkqYWgv8c9TfHGgx7N3kq/CW8VRysQR4p83ks8bJv41FicIj3+yiGJ6dKRuT95CIRHhNfuOssqafUeVsW7fYbGKZJ2psER0c+XKPq6ac5ZYU8R0by/+eavLw9dRc4M4CbJBmwwcJNZAGvfffz8ZjUYxUYJaWlqabusEACALHrRfWSac6/6Ei8cNyvrfPIrp3Ym6PXaTvcsQVwJwt03+5wqPaxPbt4uYcQ4AoLkIO5BN5iii9kfziFp2wWjAlO45TEff+U6Mgakk1ez7jvgYl5O5sJRJIyluUA8xFAAAQLDBACAAAADNwJklmxyWrpTty6Sj0+aKioIuU651PllBA6J7dHA6GQEAgKwif98jln12Zem9Ks0Szzia+eYcUb3M+w4lqeaNmO4dRBd8AIBgg4o1kMaMGTPo0KFDNGXKFL1XBQCg2Tr+6Y9iLBweoNrV+GYN4ZnpEkcP9Pu6AQCAnI7P+ElMmsAVzc4mifEEX9hphX0HAAQhVKyBNLKzs0W/bwAZREREULdu3cQSQAah1SaK3nVcLF3hyQmMOQX2gawrj57y+n1Kdx8Ws10mjhvcqPWFlg0xEmRjqDKLGGmowrGkt8xllVSVlVNzu6Scyg8e8/o1yg5kUcmuDEqZONzr57ZUiJMgG7TJwEFiDaSRlZVFZrPz6cUBmlpUVJSYqZaXADIIrTJT3NajYulKWFw0hURH1tyx2ejwa7OoYO1O0S20IRWHT9CxDxbQmV82UGfuQupiBk4AhhgJsgmtMokYGVKJxJrX2y46gkJV46dlvjGH8lduI6up4eNyvoDDkx3kfL9STDBgCPV++IGWCnESZIM2GTjoCgrSSEhIcDnFNkBT4yQvz1LL7TIsDKES9GcNCyFju1YUanUdJ0MiI6jTA1fRsenziaxWMQPo8Q8X0slZv4oJCSI7pFJYfLQ48bEaTWQurSDj6UKqyDhB1mojtbtxAqVeMhpJNWgQYiTIxlYbI22VRr1XpdnhfULnB6+mrHe/ExdiLOWVlP3pj3Ty66Vi3xHF+46EGPu+g2cIreZ9x+ETZK2oojbXnEed7r3CpzE9WzLESZAN2mTg4GwRpDF48GAxxhqADCoqKmj79u00atQokVwD0Js5NpKKJ/ah8JUH3T4uacwgimyXTKfmLKOyvUfEz/gkiWcKJf6nEZYUT8kTh1Pq5LN9HpMNgg9iJMjGEhdJxZP7U9Rve/VelWap1ch+1Pu1h8S+o3RXhqh65qRZ6Y6D4p9WWKs4Sj5/GKVcNIoiUlrpss6yQ5wE2aBNBg4SawAAAC0Mz8zW8/k/UXVugRgzrep4LpmLy8hqslBoTCSFxkZTVMfWFNO7M0V3bYsKNQAAoOjObanH03eQMa9IJNcqj+WSuYj3HWYKjY6k0LhoimyfQrG87+jWDt0+AQBqIbEGAADQQvHMbpEX+ja7GwAABKeI1ERKmTRS79UAAGg2MDIxAAAAAAAAAACAD5BYA2lUV1eTzWbTezUAhJCQEIqMjBRLABmExUZTSKVRLAH0hhgJsrFFR5KtvJqqI8P1XhUAAXESZIM2GTjoCgrS2Lp1K8XHx+u9GgBCXFwcnXvuudgaII1Bz99Tc+NKvdcEADES5FN1/+V00cIF9PRlw2mS3isDgDgJEsL5TeCgFAMAAAAAAAAAAMAHSKyBNEaOHElRUVF6rwaAUFZWRuvWrRNLABmgTYJM0B5BNtaqKprTsxfFWq16rwqAgDgJskGbDBwk1kAaPJ6VwWDQezUABKvVKsb94yWADNAmQSZojyAdm41ah4fj5AakgTgJskGbDBw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" ] }, "metadata": { "image/png": { "height": 401, "width": 619 } }, "output_type": "display_data" } ], "source": [ "# ── The whitened CE40 strain, both events marked ──────────────────────────────\n", "white = strain[\"CE40\"].whiten(fftlength=4)\n", "\n", "pylab.figure()\n", "pylab.plot(white.times.value - T0, white.value, color=colours[0], lw=0.5)\n", "for t, label in [(20, \"glitch\"), (40, \"merger\")]:\n", " pylab.axvline(t, color=colours[1], ls=\"--\", lw=1)\n", " pylab.text(t + 0.5, 0.9 * pylab.ylim()[1], label, color=colours[1])\n", "pylab.xlim(0, DURATION)\n", "pylab.xlabel(f\"time since {T0} [s]\")\n", "pylab.ylabel(\"whitened strain\")" ] }, { "cell_type": "code", "execution_count": 7, "id": "32199b9e", "metadata": { "execution": { "iopub.execute_input": "2026-10-18T13:15:37.298606Z", "iopub.status.busy": "2026-10-18T13:15:37.298462Z", "iopub.status.idle": "2026-10-18T13:15:39.464699Z", "shell.execute_reply": "2026-10-18T13:15:39.464181Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/opt/anaconda3/envs/gwforge/lib/python3.11/site-packages/erfa/core.py:133: ErfaWarning: ERFA function \"taiutc\" yielded 1 of \"dubious year (Note 4)\"\n", " warn(f'ERFA function \"{func_name}\" yielded {wmsg}', ErfaWarning)\n", "/opt/anaconda3/envs/gwforge/lib/python3.11/site-packages/erfa/core.py:133: ErfaWarning: ERFA function \"d2dtf\" yielded 1 of \"dubious year (Note 5)\"\n", " warn(f'ERFA function \"{func_name}\" yielded {wmsg}', ErfaWarning)\n", "/opt/anaconda3/envs/gwforge/lib/python3.11/site-packages/erfa/core.py:133: ErfaWarning: ERFA function \"utctai\" yielded 1 of \"dubious year (Note 3)\"\n", " warn(f'ERFA function \"{func_name}\" yielded {wmsg}', ErfaWarning)\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 428, "width": 1073 } }, "output_type": "display_data" } ], "source": [ "# ── Q-scans around each event (gwpy's q_transform; nothing in GWForge.plotting draws spectrograms)\n", "width, height = pylab.rcParams[\"figure.figsize\"]\n", "fig, axes = pylab.subplots(1, 2, figsize=(2 * width, height), sharey=True)\n", "for ax, (centre, label) in zip(axes, [(20.0, \"glitch\"), (40.0, \"merger\")]):\n", " q = strain[\"CE40\"].q_transform(outseg=(T0 + centre - 0.5, T0 + centre + 0.2), frange=(10, 500))\n", " mesh = ax.pcolormesh(q.times.value - (T0 + centre), q.frequencies.value, q.value.T, cmap=colormap, shading=\"auto\")\n", " ax.set_yscale(\"log\")\n", " ax.set_title(label)\n", " ax.set_xlabel(f\"time from {label} [s]\")\n", "axes[0].set_ylabel(\"frequency [Hz]\")\n", "fig.colorbar(mesh, ax=axes, label=\"normalised energy\")" ] }, { "cell_type": "markdown", "id": "71647e4d", "metadata": {}, "source": [ "The scripts write each detector's series as an HDF5 frame with `GWForge.utils.save_frame_files`, under `//--.h5` with channel `:INJ`, which is what the next stage reads back. The matching configuration sections are described on the three guide pages linked above." ] } ], "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": "3.11.15" } }, "nbformat": 4, "nbformat_minor": 5 }