{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# LIGO Gravitational Wave Analysis" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Gravitational event GW170817 is a binary neutron merger event. \n", "\n", "Here is a short youtube video for what it is about:\n", "\n", "[![Introduction to GW170817](http://img.youtube.com/vi/EtIkOjq0_50/0.jpg)](http://www.youtube.com/watch?v=EtIkOjq0_50 \"GW170817\")\n", "\n", "Its chirp wave which was detected with three gravitational wave detectors (H,L,V), allowing constraining:\n", "\n", "* th position on the sky where it originated\n", "* distance\n", "* time of event\n", "* masses of the two progenitors\n", "\n", "If you are interested, you can find out more about the science here https://www.ligo.org/detections/GW170817.php and in one of the many press releases and papers.\n", "\n", "We will try to do our own analysis of the chirp signal, with the real data." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The analysis is based on pycbc examples, find out more on the pycbc websites:\n", "\n", "* https://pycbc.org/pycbc/latest/html/inference.html\n", "* https://github.com/gwastro/PyCBC-Tutorials/blob/master/tutorial/inference_0_Overview.ipynb\n", "* https://github.com/gwastro/PyCBC-Tutorials/" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "!pip install pycbc" ] }, { "cell_type": "code", "execution_count": 34, "metadata": { "scrolled": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "/usr/lib/python3/dist-packages/secretstorage/dhcrypto.py:15: CryptographyDeprecationWarning: int_from_bytes is deprecated, use int.from_bytes instead\n", " from cryptography.utils import int_from_bytes\n", "/usr/lib/python3/dist-packages/secretstorage/util.py:19: CryptographyDeprecationWarning: int_from_bytes is deprecated, use int.from_bytes instead\n", " from cryptography.utils import int_from_bytes\n", "Found existing installation: emcee 3.1.0\n", "Uninstalling emcee-3.1.0:\n", " Successfully uninstalled emcee-3.1.0\n", "/usr/lib/python3/dist-packages/secretstorage/dhcrypto.py:15: CryptographyDeprecationWarning: int_from_bytes is deprecated, use int.from_bytes instead\n", " from cryptography.utils import int_from_bytes\n", "/usr/lib/python3/dist-packages/secretstorage/util.py:19: CryptographyDeprecationWarning: int_from_bytes is deprecated, use int.from_bytes instead\n", " from cryptography.utils import int_from_bytes\n", "Processing /mnt/data/daten/PostDoc2/home/.cache/pip/wheels/1f/bd/4f/dc67dd006d0065d523da42f802d71d4308ad240d7a0d06126b/emcee-2.2.0-py3-none-any.whl\n", "Requirement already satisfied: numpy in /mnt/data/daten/PostDoc2/home/.local/lib/python3.8/site-packages (from emcee==2.2.0) (1.19.2)\n", "\u001b[31mERROR: threeml 2.0.2 has requirement emcee>=3, but you'll have emcee 2.2.0 which is incompatible.\u001b[0m\n", "Installing collected packages: emcee\n", "Successfully installed emcee-2.2.0\n" ] } ], "source": [ "!pip3 uninstall -y emcee\n", "!pip3 install emcee==2.2.0" ] }, { "cell_type": "code", "execution_count": 47, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "%matplotlib inline" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Processing H1 data\n", "Processing V1 data\n", "Processing L1 data\n" ] } ], "source": [ "from pycbc.catalog import Merger\n", "from pycbc.psd import interpolate, inverse_spectrum_truncation\n", "from pycbc.frame import read_frame\n", "from pycbc.filter import highpass, resample_to_delta_t\n", "from astropy.utils.data import download_file\n", "\n", "m = Merger(\"GW170817\")\n", "\n", "# List of observatories we'll analyze\n", "ifos = ['H1', \n", " 'V1', \n", " 'L1',\n", " ]\n", "\n", "# The single template waveform model needs these data products\n", "psds = {}\n", "data = {}\n", "\n", "for ifo in ifos:\n", " print(\"Processing {} data\".format(ifo))\n", " \n", " # Download the gravitational wave data for GW170817\n", " url = \"https://dcc.ligo.org/public/0146/P1700349/001/{}-{}1_LOSC_CLN_4_V1-1187007040-2048.gwf\"\n", " fname = download_file(url.format(ifo[0], ifo[0]), cache=True) \n", "\n", " # Read the gravitational wave data and do some minimal\n", " # conditioning of the data.\n", " ts = read_frame(fname, \"{}:LOSC-STRAIN\".format(ifo),\n", " start_time=int(m.time - 260),\n", " end_time=int(m.time + 40))\n", " ts = highpass(ts, 15.0) # Remove low frequency content\n", " ts = resample_to_delta_t(ts, 1.0/2048) # Resample data to 2048 Hz\n", " ts = ts.time_slice(m.time-112, m.time + 16) # Limit to times around the signal\n", " data[ifo] = ts.to_frequencyseries() # Convert to a frequency series by taking the data's FFT\n", "\n", " # Estimate the power spectral density of the data\n", " psd = interpolate(ts.psd(4), ts.delta_f)\n", " psd = inverse_spectrum_truncation(psd, int(4 * psd.sample_rate), \n", " trunc_method='hann',\n", " low_frequency_cutoff=20.0)\n", " psds[ifo] = psd\n", "\n", "\n", "\n" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'H1': ,\n", " 'V1': ,\n", " 'L1': }" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "data" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "0.029999971389770508" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "0.118700888243E+10 - m.time" ] }, { "cell_type": "code", "execution_count": 56, "metadata": {}, "outputs": [], "source": [ "from pycbc.inference import models, sampler\n", "from pycbc.distributions import Uniform, JointDistribution, UniformAngle, SinAngle, CosAngle, UniformLog10\n", "\n", "static = {'f_lower':25.0,\n", " 'approximant':\"TaylorF2\",\n", " 'f_final':500,\n", " 'polarization':0,\n", " 'inclination':2.0,\n", " }\n", "\n", "# parameters:\n", "variable = (\n", " 'tc',\n", " 'ra',\n", " 'dec',\n", " 'distance',\n", " 'mchirp',\n", " 'q',\n", " #'inclination',\n", " #'polarization',\n", ")\n", "\n", "# prior distribution:\n", "# this is for quick results, narrow ranges\n", "prior = JointDistribution(variable, \n", " #SinAngle(inclination=None),\n", " UniformAngle(ra=(3.35, 3.5)),\n", " CosAngle(dec=(-0.48, -0.3)),\n", " UniformLog10(mchirp=(1, 2), q=(1, 1.4)),\n", " Uniform(\n", " distance=(10, 50),\n", " tc=(m.time+.027, m.time+0.03),\n", " ),\n", ")\n", "# this is the general problem (position: RA/Dec unknown)\n", "prior2 = JointDistribution(variable, \n", " #SinAngle(inclination=None),\n", " UniformAngle(ra=None),\n", " CosAngle(dec=None),\n", " UniformLog10(mchirp=(1, 10), q=(1, 10)),\n", " Uniform(\n", " distance=(10, 100),\n", " tc=(m.time+.027, m.time+0.03),\n", " ),\n", ")\n", "\n", "from pycbc.transforms import MchirpQToMass1Mass2\n", "\n", "# use only some of the data (without Virgo):\n", "partial_data = dict(data)\n", "#del partial_data['V1']\n", "\n", "# which model to fit to the data\n", "model = models.MarginalizedPhaseGaussianNoise(\n", " variable,\n", " partial_data,\n", " low_frequency_cutoff = {'H1':25, 'L1':25, 'V1':25},\n", " high_frequency_cutoff = {'H1':500, 'L1':500, 'V1':500},\n", " psds = psds,\n", " static_params = static,\n", " prior = prior,\n", " waveform_transforms = [MchirpQToMass1Mass2()]\n", ")\n", "\n" ] }, { "cell_type": "code", "execution_count": 75, "metadata": {}, "outputs": [], "source": [ "#from pycbc.inference.sampler.emcee import EmceeEnsembleSampler\n", "#smpl = EmceeEnsembleSampler(model, 200, nprocesses=8)\n", "#_ = smpl.set_p0() # If we don't set p0, it will use the models prior to draw initial points!\n" ] }, { "cell_type": "code", "execution_count": 76, "metadata": {}, "outputs": [], "source": [ "#smpl.clear_samples()" ] }, { "cell_type": "code", "execution_count": 77, "metadata": {}, "outputs": [], "source": [ "# Note it may take ~1-3 minutes for this to run\n", "#smpl.run_mcmc(200)" ] }, { "cell_type": "code", "execution_count": 78, "metadata": {}, "outputs": [], "source": [ "#smpl.sampling_params" ] }, { "cell_type": "code", "execution_count": 79, "metadata": {}, "outputs": [], "source": [ "#smpl.samples" ] }, { "cell_type": "code", "execution_count": 80, "metadata": {}, "outputs": [], "source": [ "#flat_samples = np.transpose([smpl.samples[k].flatten() for k in smpl.sampling_params])\n", "#flat_samples.shape" ] }, { "cell_type": "code", "execution_count": 81, "metadata": { "scrolled": false }, "outputs": [], "source": [ "#import corner\n", "#corner.corner(flat_samples[10000:,:], labels=smpl.sampling_params);" ] }, { "cell_type": "code", "execution_count": 82, "metadata": {}, "outputs": [], "source": [ "#from pycbc.inference.sampler import DynestySampler\n", "#sampler = DynestySampler(model, nlive=400)\n", "#sampler.run()" ] }, { "cell_type": "code", "execution_count": 57, "metadata": {}, "outputs": [], "source": [ "from pycbc.inference.sampler import UltranestSampler" ] }, { "cell_type": "code", "execution_count": 67, "metadata": {}, "outputs": [], "source": [ "sampler = UltranestSampler(\n", " model, log_dir='LIGOcut6', \n", " frac_remain=0.5,\n", " #min_num_live_points=400\n", ")" ] }, { "cell_type": "code", "execution_count": 69, "metadata": {}, "outputs": [], "source": [ "sampler._sampler.stepsampler = None" ] }, { "cell_type": "code", "execution_count": 70, "metadata": {}, "outputs": [], "source": [ "# if you want to use MCMC for the LRPS, which gives a constant efficiency\n", "\n", "#import ultranest.stepsampler\n", "#sampler._sampler.stepsampler = ultranest.stepsampler.CubeSliceSampler(nsteps=8)" ] }, { "cell_type": "code", "execution_count": 71, "metadata": { "scrolled": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[ultranest] Widening roots to 400 live points (have 400 already) ...\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "047feccc73034016b23fcd065ac96ee2", "version_major": 2, "version_minor": 0 }, "text/plain": [ "VBox(children=(HTML(value=''), GridspecLayout(children=(HTML(value=\"
&nb…" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "[ultranest] Explored until L=-2e+05 ..-206840.80 [-206843.3284..-206843.3266]*| it/evals=11339/830543 eff=1.3824% N=400 \n", "[ultranest] Likelihood function evaluations: 830543\n", "[ultranest] Writing samples and results to disk ...\n", "[ultranest] Writing samples and results to disk ... done\n", "[ultranest] Reached maximum number of improvement loops.\n", "[ultranest] done iterating.\n", "\n", "logZ = -206870.152 +- 0.495\n", " single instance: logZ = -206870.152 +- 0.254\n", " bootstrapped : logZ = -206870.132 +- 0.285\n", " tail : logZ = +- 0.405\n", "insert order U test : converged: True correlation: inf iterations\n", "\n", " tc 1187008882.42889 +- 0.00043\n", " ra 3.417 +- 0.019\n", " dec -0.352 +- 0.029\n", " distance 19.80 +- 0.69\n", " mchirp 1.197522 +- 0.000051\n", " q 1.197 +- 0.063\n" ] } ], "source": [ "sampler.run()" ] }, { "cell_type": "code", "execution_count": 72, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'tc': array([1.18700888e+09, 1.18700888e+09, 1.18700888e+09, ...,\n", " 1.18700888e+09, 1.18700888e+09, 1.18700888e+09]),\n", " 'ra': array([3.41978869, 3.43912098, 3.41725205, ..., 3.42887199, 3.3872484 ,\n", " 3.39433908]),\n", " 'dec': array([-0.37233948, -0.37936121, -0.35506555, ..., -0.34928831,\n", " -0.32375145, -0.33022813]),\n", " 'distance': array([19.65203942, 20.98632078, 19.47270944, ..., 19.71801802,\n", " 19.586851 , 18.76023911]),\n", " 'mchirp': array([1.19748953, 1.19743456, 1.19753607, ..., 1.19758356, 1.197509 ,\n", " 1.19748855]),\n", " 'q': array([1.20575373, 1.27520027, 1.18157495, ..., 1.11690756, 1.24028136,\n", " 1.25668514]),\n", " 'loglikelihood': array([-206843.66909107, -206844.95721771, -206841.28252703, ...,\n", " -206842.96750416, -206843.14420791, -206843.08336851])}" ] }, "execution_count": 72, "metadata": {}, "output_type": "execute_result" } ], "source": [ "sampler.samples" ] }, { "cell_type": "code", "execution_count": 73, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(11740, 6)" ] }, "execution_count": 73, "metadata": {}, "output_type": "execute_result" } ], "source": [ "flat_samples = np.transpose([sampler.samples[k].flatten() for k in sampler.sampling_params])\n", "flat_samples.shape" ] }, { "cell_type": "code", "execution_count": 74, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "import corner\n", "corner.corner(flat_samples, labels=sampler.sampling_params);" ] }, { "cell_type": "code", "execution_count": 55, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "0.027405977249145508" ] }, "execution_count": 55, "metadata": {}, "output_type": "execute_result" } ], "source": [ "flat_samples[:,0].min() - m.time" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Exercise 1: MCMC\n", "\n", "(no points here because this is an outline how to approach the big homework below)\n", "\n", "* Run MCMC for a number of iterations.\n", "* Plot the posterior distribution (with getdist or corner or arviz).\n", "* You constrained the position of this event on the sky (RA, Dec). Compute error bars. Show a picture of that part of the sky with the error ellipse \n", " * (You can use https://github.com/cds-astro/ipyaladin or show a image or include a html/script via %%html, as below).\n", "* use the methods learned earlier to investigate whether the chain has converged\n" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n", "\n", "\n", "\n", "\n", "
\n", "\n", "\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%%html\n", "\n", "\n", "\n", "\n", "\n", "\n", "
\n", "\n", "\n", "" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "\n", "## Exercise 2: Nested Sampling\n", "\n", "* Run the UltranestSampler `UltranestSampler(model, log_dir='my-results-directory', stepsampling=True)`. If it is slow, run with MPI (`mpiexec -np 8 python3 myscript.py`).\n", "* Plot the posterior distributions (with getdist or corner or arviz).\n", "* Compute the information gain for each parameter compared to the prior.\n", "* vary the data sets, by only using one or two of the LIGO/VIRGO detectors: What constraints can be obtained then?" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Big Homework (200 points): Compare two sampling approaches\n", "\n", "Select a inference problem with 6-20 parameters. You can either \n", "a) Use the LIGO problem above or\n", "b) choose your own problem. In that case, use a simplified version.\n", "\n", "Implement inference with **at least two of the three** techniques (Importance Sampling, MCMC, Nested Sampling) and run them until convergence. You can use your own implementations, but include at least one modern sampler (for example: stan, ultranest, dynesty, multinest, zeus, emcee, autoemcee, snowline).\n", "\n", "* Compare their performance qualitatively: ease of use, correctness of the result (consistency among the samplers or with published result)\n", "* Compare their performance quantitatively: number of effective samples per wall-clock time\n", "* Make at least one variation of a sampler tuning parameter (for example the number of walkers).\n" ] } ], "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": "3.8.10" } }, "nbformat": 4, "nbformat_minor": 4 }