diff --git a/code_new/NR_dynesty.ipynb b/code_new/NR_dynesty.ipynb index 15f6b970e46253c7d3b80f92d011f95d58cb96bc..d6bbbe7e747f834a4ee1ff5299b071900f601191 100644 --- a/code_new/NR_dynesty.ipynb +++ b/code_new/NR_dynesty.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 132, + "execution_count": 163, "metadata": {}, "outputs": [], "source": [ @@ -88,7 +88,7 @@ }, { "cell_type": "code", - "execution_count": 133, + "execution_count": 164, "metadata": {}, "outputs": [], "source": [ @@ -123,7 +123,7 @@ }, { "cell_type": "code", - "execution_count": 134, + "execution_count": 165, "metadata": {}, "outputs": [], "source": [ @@ -138,16 +138,16 @@ }, { "cell_type": "code", - "execution_count": 135, + "execution_count": 166, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "<matplotlib.legend.Legend at 0x7fad4f010f60>" + "<matplotlib.legend.Legend at 0x7fad46a772b0>" ] }, - "execution_count": 135, + "execution_count": 166, "metadata": {}, "output_type": "execute_result" }, @@ -176,16 +176,16 @@ }, { "cell_type": "code", - "execution_count": 136, + "execution_count": 167, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "<matplotlib.legend.Legend at 0x7fad57516e10>" + "<matplotlib.legend.Legend at 0x7fad468157b8>" ] }, - "execution_count": 136, + "execution_count": 167, "metadata": {}, "output_type": "execute_result" }, @@ -214,7 +214,7 @@ }, { "cell_type": "code", - "execution_count": 137, + "execution_count": 168, "metadata": {}, "outputs": [], "source": [ @@ -226,7 +226,7 @@ }, { "cell_type": "code", - "execution_count": 138, + "execution_count": 169, "metadata": {}, "outputs": [], "source": [ @@ -239,7 +239,7 @@ }, { "cell_type": "code", - "execution_count": 139, + "execution_count": 170, "metadata": {}, "outputs": [], "source": [ @@ -259,7 +259,7 @@ }, { "cell_type": "code", - "execution_count": 140, + "execution_count": 171, "metadata": {}, "outputs": [ { @@ -278,16 +278,16 @@ }, { "cell_type": "code", - "execution_count": 141, + "execution_count": 172, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "[<matplotlib.lines.Line2D at 0x7fad574b1630>]" + "[<matplotlib.lines.Line2D at 0x7fad469a41d0>]" ] }, - "execution_count": 141, + "execution_count": 172, "metadata": {}, "output_type": "execute_result" }, @@ -316,7 +316,7 @@ }, { "cell_type": "code", - "execution_count": 142, + "execution_count": 173, "metadata": {}, "outputs": [ { @@ -329,10 +329,10 @@ { "data": { "text/plain": [ - "[<matplotlib.lines.Line2D at 0x7fad574e4e10>]" + "[<matplotlib.lines.Line2D at 0x7fad56974668>]" ] }, - "execution_count": 142, + "execution_count": 173, "metadata": {}, "output_type": "execute_result" }, @@ -368,7 +368,7 @@ }, { "cell_type": "code", - "execution_count": 143, + "execution_count": 174, "metadata": {}, "outputs": [ { @@ -388,16 +388,16 @@ }, { "cell_type": "code", - "execution_count": 144, + "execution_count": 175, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "<matplotlib.legend.Legend at 0x7fad573265f8>" + "<matplotlib.legend.Legend at 0x7fad47c17518>" ] }, - "execution_count": 144, + "execution_count": 175, "metadata": {}, "output_type": "execute_result" }, @@ -425,16 +425,16 @@ }, { "cell_type": "code", - "execution_count": 145, + "execution_count": 176, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "<matplotlib.legend.Legend at 0x7fad57201d30>" + "<matplotlib.legend.Legend at 0x7fad5eadde48>" ] }, - "execution_count": 145, + "execution_count": 176, "metadata": {}, "output_type": "execute_result" }, @@ -462,7 +462,7 @@ }, { "cell_type": "code", - "execution_count": 146, + "execution_count": 177, "metadata": {}, "outputs": [], "source": [ @@ -480,7 +480,7 @@ }, { "cell_type": "code", - "execution_count": 154, + "execution_count": 178, "metadata": {}, "outputs": [], "source": [ @@ -540,54 +540,14 @@ }, { "cell_type": "code", - "execution_count": 155, + "execution_count": 179, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "3298it [00:11, 72.09it/s, bound: 0 | nc: 101 | ncall: 24826 | eff(%): 13.284 | loglstar: -inf < -9776.093 < inf | logz: -9785.854 +/- 0.137 | dlogz: 9339.160 > 1.009] Traceback (most recent call last):\n", - " File \"/work/francisco.jimenez/sio/pyenv/versions/3.6.6/lib/python3.6/site-packages/dynesty/dynesty.py\", line 939, in __call__\n", - " return self.func(x, *self.args, **self.kwargs)\n", - " File \"<ipython-input-154-5e93979b5f76>\", line 39, in log_likelihood\n", - " modelev = model_dv(theta)\n", - " File \"<ipython-input-154-5e93979b5f76>\", line 21, in model_dv\n", - " ansatz += (xvars[i]*np.exp(1j*yvars[i]))*np.exp(-timesrd_final_tsh/tvars[i]) * (np.cos(wvars[i]*timesrd_final_tsh)-1j*np.sin(wvars[i]*timesrd_final_tsh))\n", - "KeyboardInterrupt\n", - "3298it [00:11, 276.80it/s, bound: 0 | nc: 101 | ncall: 24826 | eff(%): 13.284 | loglstar: -inf < -9776.093 < inf | logz: -9785.854 +/- 0.137 | dlogz: 9339.160 > 1.009]\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Exception while calling loglikelihood function:\n", - " params: [ 0.59904523 0.69585865 11.6323335 2.21761781 1.11784527 25.32226636\n", - " 2.03902056 5.55042952]\n", - " args: []\n", - " kwargs: {}\n", - " exception:\n" - ] - }, - { - "ename": "KeyboardInterrupt", - "evalue": "", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mKeyboardInterrupt\u001b[0m Traceback (most recent call last)", - "\u001b[0;32m<ipython-input-155-a45d1edfbc8f>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[0mf2\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mdynesty\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mNestedSampler\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mlog_likelihood\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mprior_transform\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mndim\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mnlive\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mnpoints\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 2\u001b[0;31m \u001b[0mf2\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mrun_nested\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m", - "\u001b[0;32m/work/francisco.jimenez/sio/pyenv/versions/3.6.6/lib/python3.6/site-packages/dynesty/sampler.py\u001b[0m in \u001b[0;36mrun_nested\u001b[0;34m(self, maxiter, maxcall, dlogz, logl_max, n_effective, add_live, print_progress, print_func, save_bounds)\u001b[0m\n\u001b[1;32m 926\u001b[0m \u001b[0msave_samples\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mTrue\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 927\u001b[0m \u001b[0mn_effective\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mn_effective\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 928\u001b[0;31m add_live=add_live)):\n\u001b[0m\u001b[1;32m 929\u001b[0m (worst, ustar, vstar, loglstar, logvol, logwt,\n\u001b[1;32m 930\u001b[0m \u001b[0mlogz\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mlogzvar\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mh\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mnc\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mworst_it\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mboundidx\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbounditer\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32m/work/francisco.jimenez/sio/pyenv/versions/3.6.6/lib/python3.6/site-packages/dynesty/sampler.py\u001b[0m in \u001b[0;36msample\u001b[0;34m(self, maxiter, maxcall, dlogz, logl_max, n_effective, add_live, save_bounds, save_samples)\u001b[0m\n\u001b[1;32m 780\u001b[0m \u001b[0;31m# `logl > loglstar` using the bounding distribution and sampling\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 781\u001b[0m \u001b[0;31m# method from our sampler.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 782\u001b[0;31m \u001b[0mu\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mv\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mlogl\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mnc\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_new_point\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mloglstar_new\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mlogvol\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 783\u001b[0m \u001b[0mncall\u001b[0m \u001b[0;34m+=\u001b[0m \u001b[0mnc\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 784\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mncall\u001b[0m \u001b[0;34m+=\u001b[0m \u001b[0mnc\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32m/work/francisco.jimenez/sio/pyenv/versions/3.6.6/lib/python3.6/site-packages/dynesty/sampler.py\u001b[0m in \u001b[0;36m_new_point\u001b[0;34m(self, loglstar, logvol)\u001b[0m\n\u001b[1;32m 378\u001b[0m \u001b[0;32mwhile\u001b[0m \u001b[0;32mTrue\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 379\u001b[0m \u001b[0;31m# Get the next point from the queue\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 380\u001b[0;31m \u001b[0mu\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mv\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mlogl\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mnc\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mblob\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_get_point_value\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mloglstar\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 381\u001b[0m \u001b[0mncall\u001b[0m \u001b[0;34m+=\u001b[0m \u001b[0mnc\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 382\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32m/work/francisco.jimenez/sio/pyenv/versions/3.6.6/lib/python3.6/site-packages/dynesty/sampler.py\u001b[0m in \u001b[0;36m_get_point_value\u001b[0;34m(self, loglstar)\u001b[0m\n\u001b[1;32m 362\u001b[0m \u001b[0;31m# If the queue is empty, refill it.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 363\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mnqueue\u001b[0m \u001b[0;34m<=\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 364\u001b[0;31m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_fill_queue\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mloglstar\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 365\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 366\u001b[0m \u001b[0;31m# Grab the earliest entry.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32m/work/francisco.jimenez/sio/pyenv/versions/3.6.6/lib/python3.6/site-packages/dynesty/sampler.py\u001b[0m in \u001b[0;36m_fill_queue\u001b[0;34m(self, loglstar)\u001b[0m\n\u001b[1;32m 351\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0muse_pool_evolve\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 352\u001b[0m \u001b[0;31m# Use the pool to propose (\"evolve\") a new live point.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 353\u001b[0;31m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mqueue\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mlist\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mM\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mevolve_point\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0margs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 354\u001b[0m \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 355\u001b[0m \u001b[0;31m# Propose (\"evolve\") a new live point using the default `map`\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32m/work/francisco.jimenez/sio/pyenv/versions/3.6.6/lib/python3.6/site-packages/dynesty/sampling.py\u001b[0m in \u001b[0;36msample_unif\u001b[0;34m(args)\u001b[0m\n\u001b[1;32m 88\u001b[0m \u001b[0;31m# Evaluate.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 89\u001b[0m \u001b[0mv\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mprior_transform\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0marray\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mu\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 90\u001b[0;31m \u001b[0mlogl\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mloglikelihood\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0marray\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mv\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 91\u001b[0m \u001b[0mnc\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 92\u001b[0m \u001b[0mblob\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32m/work/francisco.jimenez/sio/pyenv/versions/3.6.6/lib/python3.6/site-packages/dynesty/dynesty.py\u001b[0m in \u001b[0;36m__call__\u001b[0;34m(self, x)\u001b[0m\n\u001b[1;32m 937\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0m__call__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mx\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 938\u001b[0m \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 939\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mx\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m*\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 940\u001b[0m \u001b[0;32mexcept\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 941\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mtraceback\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32m<ipython-input-154-5e93979b5f76>\u001b[0m in \u001b[0;36mlog_likelihood\u001b[0;34m(theta)\u001b[0m\n\u001b[1;32m 37\u001b[0m \u001b[0;31m# LogLikelihood function. It is just a Gaussian loglikelihood based on computing the residuals^2\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 38\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0mlog_likelihood\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtheta\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 39\u001b[0;31m \u001b[0mmodelev\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mmodel_dv\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtheta\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 40\u001b[0m \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m-\u001b[0m\u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msum\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mgwdatanew_re_tsh\u001b[0m \u001b[0;34m-\u001b[0m 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\u001b[0;34m(\u001b[0m\u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcos\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mwvars\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mi\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0mtimesrd_final_tsh\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m-\u001b[0m\u001b[0;36m1j\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msin\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mwvars\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mi\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0mtimesrd_final_tsh\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 22\u001b[0m \u001b[0;31m# -1j to agree with SXS convention\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 23\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mansatz\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;31mKeyboardInterrupt\u001b[0m: " + "29303it [1:44:23, 4.68it/s, +1000 | bound: 3028 | nc: 1 | ncall: 5040203 | eff(%): 0.601 | loglstar: -inf < -3.662 < inf | logz: -33.200 +/- 0.268 | dlogz: 0.001 > 1.009]\n" ] } ], @@ -598,7 +558,7 @@ }, { "cell_type": "code", - "execution_count": 112, + "execution_count": 182, "metadata": {}, "outputs": [ { @@ -608,10 +568,10 @@ "Summary\n", "=======\n", "nlive: 1000\n", - "niter: 502\n", - "ncall: 1653\n", - "eff(%): 90.865\n", - "logz: -0.055 +/- nan\n" + "niter: 29303\n", + "ncall: 5040203\n", + "eff(%): 0.601\n", + "logz: -33.200 +/- 0.268\n" ] } ], @@ -623,12 +583,12 @@ }, { "cell_type": "code", - "execution_count": 41, + "execution_count": 181, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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\n", "text/plain": [ "<Figure size 1303.2x1303.2 with 64 Axes>" ] @@ -953,14 +913,14 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 160, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "26648it [52:33, 1.35s/it, bound: 1443 | nc: 1455 | ncall: 2546139 | eff(%): 1.047 | loglstar: -inf < -8.253 < inf | logz: -34.462 +/- 0.222 | dlogz: 3.727 > 1.009] " + "29299it [53:07, 9.19it/s, +1000 | bound: 1463 | nc: 1 | ncall: 2575099 | eff(%): 1.177 | loglstar: -inf < -3.596 < inf | logz: -33.144 +/- 0.263 | dlogz: 0.001 > 1.009]\n" ] } ], @@ -971,9 +931,23 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 161, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Summary\n", + "=======\n", + "nlive: 1000\n", + "niter: 29299\n", + "ncall: 2575099\n", + "eff(%): 1.177\n", + "logz: -33.144 +/- 0.263\n" + ] + } + ], "source": [ "res = f2.results\n", "res.samples_u.shape\n", @@ -982,9 +956,22 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 162, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 1303.2x1303.2 with 64 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], "source": [ "labels = [r'$\\omega_0$', r'$\\omega_1$',r'$q_0$',r'$q_1$',r'$A_0$', r'$A_1$',r'$\\phi_0$',r'$\\phi_1$']\n", "\n", @@ -997,10 +984,184 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 187, + "metadata": {}, + "outputs": [], + "source": [ + "#Fitting\n", + "#RD model for nmax tones. Amplitudes are in (xn*Exp[i yn]) version. Used here.\n", + "def model_dv(theta):\n", + " #x0, y0= theta\n", + " #Your nmax might not align with the dim of theta. Better check it here.\n", + " assert int(len(theta)/4) == dim, 'Please recheck your n and parameters'\n", + " \n", + " wvars = theta[ : (dim)]\n", + " qvars = theta[(dim) : 2*(dim)]\n", + " xvars = theta[2*(dim) : 3*(dim)]\n", + " yvars = theta[3*(dim) : ]\n", + " \n", + " \n", + " ansatz = 0\n", + " for i in range (0,dim):\n", + " ansatz += (xvars[i]*np.exp(1j*yvars[i]))*np.exp(-timesrd_final_tsh*np.pi*wvars[i]/qvars[i])*(np.cos(wvars[i]*timesrd_final_tsh)-1j*np.sin(wvars[i]*timesrd_final_tsh))\n", + " # -1j to agree with SXS convention\n", + " return ansatz\n", + "\n", + "def model_dv_tau(theta):\n", + " #x0, y0= theta\n", + " #Your nmax might not align with the dim of theta. Better check it here.\n", + " assert int(len(theta)/4) == dim, 'Please recheck your n and parameters'\n", + " \n", + " wvars = theta[ : (dim)]\n", + " tvars = theta[(dim) : 2*(dim)]\n", + " xvars = theta[2*(dim) : 3*(dim)]\n", + " yvars = theta[3*(dim) : ]\n", + " \n", + " #if vary_fund == False:\n", + " # avars[0]=0\n", + " # bvars[0]=0\n", + " \n", + " ansatz = 0\n", + " for i in range (0,dim):\n", + " #bvars[1]=0\n", + " #avars[1]=0\n", + " ansatz += (xvars[i]*np.exp(1j*yvars[i]))*np.exp(-timesrd_final_tsh/tvars[i]) * (np.cos(wvars[i]*timesrd_final_tsh)-1j*np.sin(wvars[i]*timesrd_final_tsh))\n", + " # -1j to agree with SXS convention\n", + " return ansatz\n", + "\n", + "# Logprior distribution. It defines the allowed range my variables can vary over. \n", + "#It works for the (xn*Exp[iyn]) version. \n", + "\n", + "def prior_transform(cube):\n", + " cube[0] = 0.5+ cube[0]*0.1\n", + " cube[1] = 0.35 + cube[1]*0.35\n", + " cube[2] = 0.3 + cube[2]*0.3\n", + " cube[3] = (8 + cube[3]*8)\n", + " cube[4] = (3 + cube[4]*7)\n", + " cube[5] = (0 + cube[5]*2.8)\n", + " cube[6] = 0 + cube[6]*3\n", + " cube[7] = 0 + cube[7]*15\n", + " cube[8] = 0 + cube[8]*30\n", + " cube[9] = 0 + cube[9]*2*np.pi\n", + " cube[10] = 0 + cube[10]*2*np.pi\n", + " cube[11] = 0 + cube[11]*2*np.pi\n", + " return cube\n", + "\n", + "\n", + "# LogLikelihood function. It is just a Gaussian loglikelihood based on computing the residuals^2\n", + "def log_likelihood(theta):\n", + " modelev = model_dv_tau(theta)\n", + " result = -np.sum(((gwdatanew_re_tsh - modelev.real)**2+(gwdatanew_im_tsh - modelev.imag)**2)/(2*(error_tsh.real**2+error_tsh.imag**2)))\n", + " if np.isnan(result):\n", + " return -np.inf\n", + " return result\n", + "\n", + "\n", + "# Logposterior distribution for the residuals case.\n", + "# The evidence is just a normalization factor\n", + "def log_probability(theta):\n", + " lp = log_prior(theta)\n", + " if not np.isfinite(lp):\n", + " return -np.inf\n", + " return lp + log_likelihood(theta)" + ] + }, + { + "cell_type": "code", + "execution_count": 196, "metadata": {}, "outputs": [], - "source": [] + "source": [ + "nmax=2\n", + "t_align=0\n", + "vary_fund = True\n", + "\n", + "#sampler parameters\n", + "dim = nmax+1\n", + "ndim = 4*dim\n", + "\n", + "# Depending on nmax, you load nmax number of freqs. and damping times from the qnm package\n", + "omegas = [qnm.modes_cache(s=-2,l=2,m=2,n=i)(a=af)[0] for i in range (0,dim)]\n", + "w = (np.real(omegas))/mf\n", + "tau=-1/(np.imag(omegas))*mf" + ] + }, + { + "cell_type": "code", + "execution_count": 189, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "12673it [03:19, 55.73it/s, bound: 81 | nc: 25 | ncall: 263956 | eff(%): 4.801 | loglstar: -inf < -308.092 < inf | logz: -325.583 +/- 0.181 | dlogz: 292.054 > 1.009] /work/francisco.jimenez/sio/pyenv/versions/3.6.6/lib/python3.6/site-packages/dynesty/sampling.py:238: UserWarning: Random walk proposals appear to be extremely inefficient. Adjusting the scale-factor accordingly.\n", + " warnings.warn(\"Random walk proposals appear to be \"\n", + "16247it [04:28, 56.40it/s, bound: 110 | nc: 25 | ncall: 356805 | eff(%): 4.553 | loglstar: -inf < -95.180 < inf | logz: -114.534 +/- 0.192 | dlogz: 81.558 > 1.009] /work/francisco.jimenez/sio/pyenv/versions/3.6.6/lib/python3.6/site-packages/dynesty/sampling.py:238: UserWarning: Random walk proposals appear to be extremely inefficient. Adjusting the scale-factor accordingly.\n", + " warnings.warn(\"Random walk proposals appear to be \"\n", + "26857it [07:49, 58.60it/s, bound: 197 | nc: 25 | ncall: 631647 | eff(%): 4.252 | loglstar: -inf < -7.556 < inf | logz: -33.914 +/- 0.222 | dlogz: 3.231 > 1.009] /work/francisco.jimenez/sio/pyenv/versions/3.6.6/lib/python3.6/site-packages/dynesty/sampling.py:238: UserWarning: Random walk proposals appear to be extremely inefficient. Adjusting the scale-factor accordingly.\n", + " warnings.warn(\"Random walk proposals appear to be \"\n", + "28831it [08:32, 56.29it/s, +1000 | bound: 215 | nc: 1 | ncall: 690614 | eff(%): 4.319 | loglstar: -inf < -3.776 < inf | logz: -32.803 +/- 0.261 | dlogz: 0.001 > 1.009]\n" + ] + } + ], + "source": [ + "f2=dynesty.NestedSampler(log_likelihood, prior_transform, ndim, nlive=npoints)\n", + "f2.run_nested()" + ] + }, + { + "cell_type": "code", + "execution_count": 190, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Summary\n", + "=======\n", + "nlive: 1000\n", + "niter: 28831\n", + "ncall: 690614\n", + "eff(%): 4.319\n", + "logz: -32.803 +/- 0.261\n" + ] + } + ], + "source": [ + "res = f2.results\n", + "res.samples_u.shape\n", + "res.summary()" + ] + }, + { + "cell_type": "code", + "execution_count": 191, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 1908x1908 with 144 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "labels = [r'$\\omega_0$', r'$\\omega_1$',r'$\\omega_2$',r'$\\tau_0$',r'$\\tau_1$',r'$\\tau_2$',r'$A_0$', r'$A_1$',r'$A_2$',r'$\\phi_0$',r'$\\phi_1$',r'$\\phi_2$']\n", + "\n", + "fg, ax = dyplot.cornerplot(res, color='blue', \n", + " show_titles=True,\n", + " labels=labels,\n", + " quantiles=(0.05,0.5,0.95),\n", + ")" + ] } ], "metadata": { diff --git a/code_new/NR_dynesty_t0_loop.ipynb b/code_new/NR_dynesty_t0_loop.ipynb new file mode 100644 index 0000000000000000000000000000000000000000..54f0c459251f47f2893f2b0e16507e2f3c4e86de --- /dev/null +++ b/code_new/NR_dynesty_t0_loop.ipynb @@ -0,0 +1,984 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 129, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['nr-paths',\n", + " 'rd-model',\n", + " 'time-setup',\n", + " 'n-tones',\n", + " 'n-live-points',\n", + " 'prior-w0',\n", + " 'prior-w1',\n", + " 'prior-tau0',\n", + " 'prior-tau1',\n", + " 'prior-amp0',\n", + " 'prior-amp1',\n", + " 'prior-phase0',\n", + " 'prior-phase1']" + ] + }, + "execution_count": 129, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#Import relevant modules, import data and all that\n", + "import numpy as np\n", + "from scipy import interpolate\n", + "import corner\n", + "import matplotlib.pyplot as plt\n", + "from matplotlib.ticker import MaxNLocator\n", + "from matplotlib import rc\n", + "from configparser import ConfigParser\n", + "import codecs\n", + "#plt.rcParams['font.family'] = 'DejaVu Sans'\n", + "#rc('text', usetex=True)\n", + "plt.rcParams.update({'font.size': 16.5})\n", + "\n", + "import ptemcee\n", + "#from pycbc.pool import choose_pool\n", + "from multiprocessing import Pool\n", + "import h5py\n", + "import inspect\n", + "import pandas as pd\n", + "import json\n", + "import qnm\n", + "import random\n", + "import dynesty\n", + "from dynesty import plotting as dyplot\n", + "import os\n", + "import csv\n", + "\n", + "#Remember to change the following global variables\n", + "#rootpath: root path to nr data\n", + "#npoints: number of points you re using for your sampling\n", + "#nmax: tone index --> nmax = 0 if fitting the fundamental tone\n", + "#tshift: time shift after the strain peak\n", + "#vary_fund: whether you vary the fundamental frequency. Works in the model_dv function.\n", + "\n", + "parser = ConfigParser()\n", + "parser.read('config.ini')\n", + "parser.sections()" + ] + }, + { + "cell_type": "code", + "execution_count": 130, + "metadata": {}, + "outputs": [], + "source": [ + "# path\n", + "\n", + "rootpath=parser.get('nr-paths','rootpath')\n", + "\n", + "simulation_path_1 = parser.get('nr-paths','simulation_path_1')\n", + "simulation_path_2 = parser.get('nr-paths','simulation_path_2')\n", + "metadata_file = parser.get('nr-paths','metadata_json')\n", + "simulation_number = parser.get('nr-paths','simulation_number')\n", + "simulation_number = np.float(simulation_number)" + ] + }, + { + "cell_type": "code", + "execution_count": 131, + "metadata": {}, + "outputs": [], + "source": [ + "# time config\n", + "\n", + "tshift=parser.get('time-setup','tshift')\n", + "tshift = np.float(tshift)\n", + "\n", + "tend=parser.get('time-setup','tend')\n", + "tend = np.float(tend)\n", + "\n", + "t_align=parser.get('time-setup','t_align')\n", + "t_align = np.float(t_align)" + ] + }, + { + "cell_type": "code", + "execution_count": 132, + "metadata": {}, + "outputs": [], + "source": [ + "# n-tones & nlive\n", + "\n", + "nmax=parser.get('n-tones','nmax')\n", + "nmax = np.int(nmax)\n", + "\n", + "npoints=parser.get('n-live-points','npoints')\n", + "npoints = np.int(npoints)" + ] + }, + { + "cell_type": "code", + "execution_count": 154, + "metadata": {}, + "outputs": [], + "source": [ + "# model\n", + "model=parser.get('rd-model','model')\n", + "if model == 'w-tau':\n", + " tau_var_str='tau'\n", + "elif model == 'w-q':\n", + " tau_var_str='q'" + ] + }, + { + "cell_type": "code", + "execution_count": 135, + "metadata": {}, + "outputs": [], + "source": [ + "# loading priors\n", + "w_mins=np.empty(nmax+1)\n", + "w_maxs=np.empty(nmax+1)\n", + "tau_mins=np.empty(nmax+1)\n", + "tau_maxs=np.empty(nmax+1)\n", + "a_mins=np.empty(nmax+1)\n", + "a_maxs=np.empty(nmax+1)\n", + "ph_mins=np.empty(nmax+1)\n", + "ph_maxs=np.empty(nmax+1)\n", + "for i in range(nmax+1): \n", + " wp_min=parser.get('prior-w'+str(i),'w'+str(i)+'_min')\n", + " w_mins[i] = np.float(wp_min)\n", + " \n", + " wp_max=parser.get('prior-w'+str(i),'w'+str(i)+'_max')\n", + " w_maxs[i] = np.float(wp_max)\n", + " \n", + " taup_min=parser.get('prior-tau'+str(i),tau_var_str+str(i)+'_min')\n", + " tau_mins[i] = np.float(taup_min)\n", + " \n", + " taup_max=parser.get('prior-tau'+str(i),tau_var_str+str(i)+'_max')\n", + " tau_maxs[i] = np.float(taup_max)\n", + " \n", + " amp0_min=parser.get('prior-amp'+str(i),'amp'+str(i)+'_min')\n", + " a_mins[i] = np.float(amp0_min)\n", + " \n", + " amp1_max=parser.get('prior-amp'+str(i),'amp'+str(i)+'_max')\n", + " a_maxs[i] = np.float(amp1_max)\n", + " \n", + " phase_min=parser.get('prior-phase'+str(i),'phase'+str(i)+'_min')\n", + " ph_mins[i] = np.float(phase_min)*2*np.pi\n", + " \n", + " phase_max=parser.get('prior-phase'+str(i),'phase'+str(i)+'_max')\n", + " ph_maxs[i] = np.float(phase_max)*2*np.pi\n", + " \n", + "priors_min = np.concatenate((w_mins,tau_mins,a_mins,ph_mins))\n", + "priors_max = np.concatenate((w_maxs,tau_maxs,a_maxs,ph_maxs))" + ] + }, + { + "cell_type": "code", + "execution_count": 136, + "metadata": {}, + "outputs": [], + "source": [ + "vary_fund = True\n", + "\n", + "#sampler parameters\n", + "dim = nmax+1\n", + "ndim = 4*dim\n", + "numbins = 32 #corner plot parameter - how many bins you want\n", + "datacolor = '#105670' #'#4fa3a7'\n", + "pkcolor = '#f2c977' #'#ffb45f'\n", + "mediancolor = '#f7695c' #'#9b2814'\n", + "\n", + "#Import data and necessary functions\n", + "#TimeOfMaximum\n", + "def FindTmaximum(y):\n", + " #Determines the maximum absolute value of the complex waveform\n", + " absval = np.sqrt(y[:,1]*y[:,1]+y[:,2]*y[:,2])\n", + " vmax=np.max(absval)\n", + " index = np.argmax(absval == vmax)\n", + " timemax=y[index,0]\n", + " return timemax\n", + "\n", + "\n", + "def EasyMatchT(t,h1,h2,tmin,tmax):\n", + " #Computes the match for complex waveforms\n", + " pos = np.argmax(t >= (tmin));\n", + " \n", + " h1red=h1[pos:-1];\n", + " h2red=h2[pos:-1];\n", + " \n", + " norm1=np.sum(np.abs(h1red)**2)\n", + " norm2=np.sum(np.abs(h2red)**2)\n", + "\n", + " myTable=h1red*np.conjugate(h2red)\n", + " res=((np.sum(myTable)/np.sqrt(norm1*norm2))).real\n", + " \n", + " return res" + ] + }, + { + "cell_type": "code", + "execution_count": 137, + "metadata": {}, + "outputs": [], + "source": [ + "#This loads the 22 mode data\n", + "gw = {}\n", + "gw[simulation_number] = h5py.File(simulation_path_1, 'r')\n", + "gw_sxs_bbh_0305 = gw[simulation_number][\"Extrapolated_N3.dir\"][\"Y_l2_m2.dat\"]\n", + "\n", + "\n", + "gw5 = {}\n", + "gw5[simulation_number] = h5py.File(simulation_path_2, 'r')\n", + "gw5_sxs_bbh_0305 = gw5[simulation_number][\"Extrapolated_N3.dir\"][\"Y_l2_m2.dat\"]\n", + "# Remember to download metadata.json from the simulation with number: 0305. Download Lev6/metadata.json\n", + "# This postprocesses the metadata file to find the final mass and final spin\n", + "metadata = {}\n", + "with open(metadata_file) as file:\n", + " metadata[simulation_number] = json.load(file)\n", + "\n", + "af = metadata[simulation_number]['remnant_dimensionless_spin'][-1]\n", + "mf = metadata[simulation_number]['remnant_mass']\n", + "\n", + "#times --> x axis of your data\n", + "times = gw_sxs_bbh_0305[:,0]\n", + "tmax=FindTmaximum(gw_sxs_bbh_0305)\n", + "times = times - tmax\n", + "\n", + "#times 6--> x axis of your data\n", + "times5 = gw5_sxs_bbh_0305[:,0]\n", + "tmax5=FindTmaximum(gw5_sxs_bbh_0305)\n", + "times5 = times5 - tmax5" + ] + }, + { + "cell_type": "code", + "execution_count": 138, + "metadata": {}, + "outputs": [], + "source": [ + "#Select the data from 0 onwards\n", + "position = np.argmax(times >= (t_align))\n", + "position5 = np.argmax(times5 >= (t_align))\n", + "gw_sxs_bbh_0305rd=gw_sxs_bbh_0305[position+1:-1]\n", + "gw_sxs_bbh_0305rd5=gw5_sxs_bbh_0305[position5+1:-1]\n", + "timesrd=gw_sxs_bbh_0305[position:-1][:,0][:-1]-tmax\n", + "timesrd5=gw5_sxs_bbh_0305[position5:-1][:,0][:-1]-tmax5" + ] + }, + { + "cell_type": "code", + "execution_count": 139, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "<matplotlib.legend.Legend at 0x7fda87aa4828>" + ] + }, + "execution_count": 139, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 864x576 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "#Test plot real part (data was picked in the last cell). Aligning in time\n", + "plt.figure(figsize = (12, 8))\n", + "plt.plot(timesrd, gw_sxs_bbh_0305rd[:,1], \"r\", alpha=0.3, lw=3, label=r'$Lev6$: real')\n", + "plt.plot(timesrd, np.sqrt(gw_sxs_bbh_0305rd[:,1]**2+gw_sxs_bbh_0305rd[:,2]**2), \"r\", alpha=0.3, lw=3, label=r'$Lev5\\,amp$')\n", + "plt.plot(timesrd5, gw_sxs_bbh_0305rd5[:,1], \"b\", alpha=0.3, lw=3, label=r'$Lev5: real$')\n", + "plt.plot(timesrd5, np.sqrt(gw_sxs_bbh_0305rd5[:,1]**2+gw_sxs_bbh_0305rd5[:,2]**2), \"b\", alpha=0.3, lw=3, label=r'$Lev5\\,amp$')\n", + "plt.legend()" + ] + }, + { + "cell_type": "code", + "execution_count": 140, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "<matplotlib.legend.Legend at 0x7fda878a1c50>" + ] + }, + "execution_count": 140, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 864x576 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "#Test plot im part (data was picked in the last cell). Aligning in time\n", + "plt.figure(figsize = (12, 8))\n", + "plt.plot(timesrd, gw_sxs_bbh_0305rd[:,2], \"r\", alpha=0.3, lw=3, label=r'$Lev6: imag$')\n", + "plt.plot(timesrd, np.sqrt(gw_sxs_bbh_0305rd[:,1]**2+gw_sxs_bbh_0305rd[:,2]**2), \"r\", alpha=0.3, lw=3, label=r'$Lev5\\,amp$')\n", + "plt.plot(timesrd5, gw_sxs_bbh_0305rd5[:,2], \"b\", alpha=0.3, lw=3, label=r'$Lev5: imag$')\n", + "plt.plot(timesrd5, np.sqrt(gw_sxs_bbh_0305rd5[:,1]**2+gw_sxs_bbh_0305rd5[:,2]**2), \"b\", alpha=0.3, lw=3, label=r'$Lev5\\,amp$')\n", + "plt.legend()" + ] + }, + { + "cell_type": "code", + "execution_count": 141, + "metadata": {}, + "outputs": [], + "source": [ + "# Depending on nmax, you load nmax number of freqs. and damping times from the qnm package\n", + "omegas = [qnm.modes_cache(s=-2,l=2,m=2,n=i)(a=af)[0] for i in range (0,dim)]\n", + "w = (np.real(omegas))/mf\n", + "tau=-1/(np.imag(omegas))*mf" + ] + }, + { + "cell_type": "code", + "execution_count": 142, + "metadata": {}, + "outputs": [], + "source": [ + "gwnew_re = interpolate.interp1d(timesrd, gw_sxs_bbh_0305rd[:,1], kind = 'cubic')\n", + "gwnew_im = interpolate.interp1d(timesrd, gw_sxs_bbh_0305rd[:,2], kind = 'cubic')\n", + "\n", + "gwnew_re5 = interpolate.interp1d(timesrd5, gw_sxs_bbh_0305rd5[:,1], kind = 'cubic')\n", + "gwnew_im5 = interpolate.interp1d(timesrd5, gw_sxs_bbh_0305rd5[:,2], kind = 'cubic')" + ] + }, + { + "cell_type": "code", + "execution_count": 143, + "metadata": {}, + "outputs": [], + "source": [ + "if timesrd5[-1]>= timesrd[-1]: \n", + " timesrd_final = timesrd\n", + "else:\n", + " timesrd_final = timesrd5\n", + "\n", + "gwdatanew_re = gwnew_re(timesrd_final)\n", + "gwdatanew_im = gwnew_im(timesrd_final)\n", + "gwdatanew_re5 = gwnew_re5(timesrd_final)\n", + "gwdatanew_im5 = gwnew_im5(timesrd_final)\n", + "\n", + "gwdatanew = gwdatanew_re - 1j*gwdatanew_im\n", + "gwdatanew5 = gwdatanew_re5- 1j*gwdatanew_im5" + ] + }, + { + "cell_type": "code", + "execution_count": 144, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0.02010791222971675\n" + ] + } + ], + "source": [ + "mismatch=1-EasyMatchT(timesrd_final,gwdatanew,gwdatanew5,0,0+90)\n", + "error=np.sqrt(2*mismatch)\n", + "print(mismatch)" + ] + }, + { + "cell_type": "code", + "execution_count": 145, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[<matplotlib.lines.Line2D at 0x7fda879265c0>]" + ] + }, + "execution_count": 145, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 432x288 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Phase alignement\n", + "phas = np.angle(gwdatanew)\n", + "phas = np.unwrap(phas)\n", + "phas5 = np.angle(gwdatanew5)\n", + "phas5 = np.unwrap(phas5)\n", + "plt.plot(timesrd_final, phas, \"r\", alpha=0.3, lw=3, label=r'$phase$')\n", + "plt.plot(timesrd_final, phas5, \"blue\", alpha=0.3, lw=3, label=r'$phase$')" + ] + }, + { + "cell_type": "code", + "execution_count": 146, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0.20722293240753042\n" + ] + }, + { + "data": { + "text/plain": [ + "[<matplotlib.lines.Line2D at 0x7fda87b2a9e8>]" + ] + }, + "execution_count": 146, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 432x288 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "position = np.argmax(timesrd_final >= (t_align))\n", + "dphase = phas5[position]-phas[position]\n", + "print(dphase)\n", + "\n", + "gwdatanew = (gwdatanew_re - 1j*gwdatanew_im)*np.exp(1j*dphase)\n", + "#gw_sxs_bbh_0305rd6=gw6_sxs_bbh_0305[position6:-1]\n", + "#timesrd=gw_sxs_bbh_0305[position:-1][:,0][:920]\n", + "phas = np.angle(gwdatanew)\n", + "phas = np.unwrap(phas)\n", + "\n", + "phas5 = np.angle(gwdatanew5)\n", + "phas5 = np.unwrap(phas5)\n", + "plt.plot(timesrd_final, phas, \"r\", alpha=0.3, lw=3, label=r'$phase$')\n", + "plt.plot(timesrd_final, phas5, \"blue\", alpha=0.3, lw=3, label=r'$phase$')" + ] + }, + { + "cell_type": "code", + "execution_count": 147, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "2.9903614015891478e-05\n" + ] + } + ], + "source": [ + "mismatch=1-EasyMatchT(timesrd_final,gwdatanew,gwdatanew5,0,+90)\n", + "print(mismatch)\n", + "error = np.sqrt(2*gwdatanew*gwdatanew-2*gwdatanew*gwdatanew5)" + ] + }, + { + "cell_type": "code", + "execution_count": 148, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "<matplotlib.legend.Legend at 0x7fda857c8c88>" + ] + }, + "execution_count": 148, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 864x576 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "#Test the new interpolated data\n", + "plt.figure(figsize = (12, 8))\n", + "plt.plot(timesrd_final, gwdatanew.real, \"r\", alpha=0.3, lw=2, label='Lev6')\n", + "plt.plot(timesrd_final, gwdatanew5.real, \"b\", alpha=0.3, lw=2, label='Lev5')\n", + "plt.plot(timesrd_final, error.real, \"b\", alpha=0.3, lw=2, label='error')\n", + "plt.legend()" + ] + }, + { + "cell_type": "code", + "execution_count": 149, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "<matplotlib.legend.Legend at 0x7fda8595d278>" + ] + }, + "execution_count": 149, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 864x576 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "#Test the error data\n", + "plt.figure(figsize = (12, 8))\n", + "plt.plot(timesrd_final, error.real, \"b\", alpha=0.3, lw=2, label='error real')\n", + "plt.plot(timesrd_final, error.imag, \"r\", alpha=0.3, lw=2, label='error imag')\n", + "plt.plot(timesrd_final, np.sqrt(error.imag**2+error.real**2), \"r\", alpha=0.3, lw=2, label='all error')\n", + "plt.legend()" + ] + }, + { + "cell_type": "code", + "execution_count": 150, + "metadata": {}, + "outputs": [], + "source": [ + "#Take the piece of waveform you want\n", + "position_in = np.argmax(timesrd_final >= tshift)\n", + "position_end = np.argmax(timesrd_final >= tend)\n", + "timesrd_final_tsh = timesrd_final[position_in:position_end]\n", + "gwdatanew_re_tsh = gwdatanew_re[position_in:position_end]\n", + "gwdatanew_im_tsh = gwdatanew_im[position_in:position_end]\n", + "error_tsh=error[position_in:position_end]" + ] + }, + { + "cell_type": "code", + "execution_count": 151, + "metadata": {}, + "outputs": [], + "source": [ + "#Fitting\n", + "#RD model for nmax tones. Amplitudes are in (xn*Exp[i yn]) version. Used here.\n", + "def model_dv_q(theta):\n", + " #x0, y0= theta\n", + " #Your nmax might not align with the dim of theta. Better check it here.\n", + " assert int(len(theta)/4) == dim, 'Please recheck your n and parameters'\n", + " \n", + " wvars = theta[ : (dim)]\n", + " qvars = theta[(dim) : 2*(dim)]\n", + " xvars = theta[2*(dim) : 3*(dim)]\n", + " yvars = theta[3*(dim) : ]\n", + " \n", + " ansatz = 0\n", + " for i in range (0,dim):\n", + " ansatz += (xvars[i]*np.exp(1j*yvars[i]))*np.exp(-timesrd_final_tsh*np.pi*wvars[i]/qvars[i])*(np.cos(wvars[i]*timesrd_final_tsh)-1j*np.sin(wvars[i]*timesrd_final_tsh))\n", + " # -1j to agree with SXS convention\n", + " return ansatz\n", + "\n", + "def model_dv_tau(theta):\n", + " #x0, y0= theta\n", + " #Your nmax might not align with the dim of theta. Better check it here.\n", + " assert int(len(theta)/4) == dim, 'Please recheck your n and parameters'\n", + " \n", + " wvars = theta[ : (dim)]\n", + " tvars = theta[(dim) : 2*(dim)]\n", + " xvars = theta[2*(dim) : 3*(dim)]\n", + " yvars = theta[3*(dim) : ]\n", + " \n", + " ansatz = 0\n", + " for i in range (0,dim):\n", + " ansatz += (xvars[i]*np.exp(1j*yvars[i]))*np.exp(-timesrd_final_tsh/tvars[i]) * (np.cos(wvars[i]*timesrd_final_tsh)-1j*np.sin(wvars[i]*timesrd_final_tsh))\n", + " # -1j to agree with SXS convention\n", + " return ansatz\n", + "\n", + "# Logprior distribution. It defines the allowed range my variables can vary over. \n", + "#It works for the (xn*Exp[iyn]) version. \n", + "\n", + "def prior_transform(cube):\n", + " for i in range(ndim):\n", + " cube[i] = priors_min[i]+ cube[i]*(priors_max[i]-priors_min[i])\n", + " return cube\n", + "\n", + "# LogLikelihood function. It is just a Gaussian loglikelihood based on computing the residuals^2\n", + "def log_likelihood(theta):\n", + " modelev = dict[model](theta)\n", + " result = -np.sum(((gwdatanew_re_tsh - modelev.real)**2+(gwdatanew_im_tsh - modelev.imag)**2)/(2*(error_tsh.real**2+error_tsh.imag**2)))\n", + " if np.isnan(result):\n", + " return -np.inf\n", + " return result\n", + "\n", + "\n", + "# Logposterior distribution for the residuals case.\n", + "# The evidence is just a normalization factor\n", + "def log_probability(theta):\n", + " lp = log_prior(theta)\n", + " if not np.isfinite(lp):\n", + " return -np.inf\n", + " return lp + log_likelihood(theta)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "dict = {'w-tau': model_dv_tau , 'w-q': model_dv_q}" + ] + }, + { + "cell_type": "code", + "execution_count": 152, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2887it [00:08, 123.66it/s, bound: 0 | nc: 2 | ncall: 18387 | eff(%): 15.701 | loglstar: -inf < -10744.136 < inf | logz: -10754.411 +/- 0.139 | dlogz: 10302.797 > 1.009] Traceback (most recent call last):\n", + " File \"/work/francisco.jimenez/sio/pyenv/versions/3.6.6/lib/python3.6/site-packages/dynesty/dynesty.py\", line 939, in __call__\n", + " return self.func(x, *self.args, **self.kwargs)\n", + " File \"<ipython-input-151-76909a665991>\", line 45, in log_likelihood\n", + " modelev = dict[model](theta)\n", + " File \"<ipython-input-128-76909a665991>\", line 31, in model_dv_tau\n", + " ansatz += (xvars[i]*np.exp(1j*yvars[i]))*np.exp(-timesrd_final_tsh/tvars[i]) * (np.cos(wvars[i]*timesrd_final_tsh)-1j*np.sin(wvars[i]*timesrd_final_tsh))\n", + "KeyboardInterrupt\n", + "2890it [00:08, 345.80it/s, bound: 0 | nc: 15 | ncall: 18412 | eff(%): 15.696 | loglstar: -inf < -10737.989 < inf | logz: -10747.163 +/- 0.134 | dlogz: 10294.318 > 1.009]" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Exception while calling loglikelihood function:\n", + " params: [ 0.5594805 0.60624469 15.52759651 2.39198978 2.55544353 0.02344484\n", + " 5.34780935 4.51593038]\n", + " args: []\n", + " kwargs: {}\n", + " exception:\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\n" + ] + }, + { + "ename": "KeyboardInterrupt", + "evalue": "", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mKeyboardInterrupt\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m<ipython-input-152-a45d1edfbc8f>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[0mf2\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mdynesty\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mNestedSampler\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mlog_likelihood\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mprior_transform\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mndim\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mnlive\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mnpoints\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 2\u001b[0;31m \u001b[0mf2\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mrun_nested\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m", + "\u001b[0;32m/work/francisco.jimenez/sio/pyenv/versions/3.6.6/lib/python3.6/site-packages/dynesty/sampler.py\u001b[0m in \u001b[0;36mrun_nested\u001b[0;34m(self, maxiter, maxcall, dlogz, logl_max, n_effective, add_live, print_progress, print_func, save_bounds)\u001b[0m\n\u001b[1;32m 926\u001b[0m \u001b[0msave_samples\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mTrue\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 927\u001b[0m \u001b[0mn_effective\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mn_effective\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 928\u001b[0;31m add_live=add_live)):\n\u001b[0m\u001b[1;32m 929\u001b[0m (worst, ustar, vstar, loglstar, logvol, logwt,\n\u001b[1;32m 930\u001b[0m \u001b[0mlogz\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mlogzvar\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mh\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mnc\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mworst_it\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mboundidx\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbounditer\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32m/work/francisco.jimenez/sio/pyenv/versions/3.6.6/lib/python3.6/site-packages/dynesty/sampler.py\u001b[0m in \u001b[0;36msample\u001b[0;34m(self, maxiter, maxcall, dlogz, logl_max, n_effective, add_live, save_bounds, save_samples)\u001b[0m\n\u001b[1;32m 780\u001b[0m \u001b[0;31m# `logl > loglstar` using the bounding distribution and sampling\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 781\u001b[0m \u001b[0;31m# method from our sampler.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 782\u001b[0;31m \u001b[0mu\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mv\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mlogl\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mnc\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_new_point\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mloglstar_new\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mlogvol\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 783\u001b[0m \u001b[0mncall\u001b[0m \u001b[0;34m+=\u001b[0m \u001b[0mnc\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 784\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mncall\u001b[0m \u001b[0;34m+=\u001b[0m \u001b[0mnc\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32m/work/francisco.jimenez/sio/pyenv/versions/3.6.6/lib/python3.6/site-packages/dynesty/sampler.py\u001b[0m in \u001b[0;36m_new_point\u001b[0;34m(self, loglstar, logvol)\u001b[0m\n\u001b[1;32m 378\u001b[0m \u001b[0;32mwhile\u001b[0m \u001b[0;32mTrue\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 379\u001b[0m \u001b[0;31m# Get the next point from the queue\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 380\u001b[0;31m \u001b[0mu\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mv\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mlogl\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mnc\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mblob\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_get_point_value\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mloglstar\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 381\u001b[0m \u001b[0mncall\u001b[0m \u001b[0;34m+=\u001b[0m \u001b[0mnc\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 382\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32m/work/francisco.jimenez/sio/pyenv/versions/3.6.6/lib/python3.6/site-packages/dynesty/sampler.py\u001b[0m in \u001b[0;36m_get_point_value\u001b[0;34m(self, loglstar)\u001b[0m\n\u001b[1;32m 362\u001b[0m \u001b[0;31m# If the queue is empty, refill it.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 363\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mnqueue\u001b[0m \u001b[0;34m<=\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 364\u001b[0;31m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_fill_queue\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mloglstar\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 365\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 366\u001b[0m \u001b[0;31m# Grab the earliest entry.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32m/work/francisco.jimenez/sio/pyenv/versions/3.6.6/lib/python3.6/site-packages/dynesty/sampler.py\u001b[0m in \u001b[0;36m_fill_queue\u001b[0;34m(self, loglstar)\u001b[0m\n\u001b[1;32m 351\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0muse_pool_evolve\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 352\u001b[0m \u001b[0;31m# Use the pool to propose (\"evolve\") a new live point.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 353\u001b[0;31m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mqueue\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mlist\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mM\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mevolve_point\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0margs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 354\u001b[0m \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 355\u001b[0m \u001b[0;31m# Propose (\"evolve\") a new live point using the default `map`\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32m/work/francisco.jimenez/sio/pyenv/versions/3.6.6/lib/python3.6/site-packages/dynesty/sampling.py\u001b[0m in \u001b[0;36msample_unif\u001b[0;34m(args)\u001b[0m\n\u001b[1;32m 88\u001b[0m \u001b[0;31m# Evaluate.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 89\u001b[0m \u001b[0mv\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mprior_transform\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0marray\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mu\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 90\u001b[0;31m \u001b[0mlogl\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mloglikelihood\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0marray\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mv\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 91\u001b[0m \u001b[0mnc\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 92\u001b[0m \u001b[0mblob\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32m/work/francisco.jimenez/sio/pyenv/versions/3.6.6/lib/python3.6/site-packages/dynesty/dynesty.py\u001b[0m in \u001b[0;36m__call__\u001b[0;34m(self, x)\u001b[0m\n\u001b[1;32m 937\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0m__call__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mx\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 938\u001b[0m \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 939\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mx\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m*\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 940\u001b[0m \u001b[0;32mexcept\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 941\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mtraceback\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32m<ipython-input-151-76909a665991>\u001b[0m in \u001b[0;36mlog_likelihood\u001b[0;34m(theta)\u001b[0m\n\u001b[1;32m 43\u001b[0m \u001b[0;31m# LogLikelihood function. It is just a Gaussian loglikelihood based on computing the residuals^2\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 44\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0mlog_likelihood\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtheta\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 45\u001b[0;31m \u001b[0mmodelev\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mdict\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mmodel\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtheta\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 46\u001b[0m \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m-\u001b[0m\u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msum\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mgwdatanew_re_tsh\u001b[0m \u001b[0;34m-\u001b[0m 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"f2=dynesty.NestedSampler(log_likelihood, prior_transform, ndim, nlive=npoints)\n", + "f2.run_nested()" + ] + }, + { + "cell_type": "code", + "execution_count": 80, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Summary\n", + "=======\n", + "nlive: 1000\n", + "niter: 30141\n", + "ncall: 910958\n", + "eff(%): 3.418\n", + "logz: -33.151 +/- 0.266\n" + ] + } + ], + "source": [ + "res = f2.results\n", + "res.samples_u.shape\n", + "res.summary()\n", + "samps=f2.results.samples" + ] + }, + { + "cell_type": "code", + "execution_count": 81, + "metadata": {}, + "outputs": [], + "source": [ + "evidence = res.logz[-1]\n", + "evidence_error = res.logzerr[-1]" + ] + }, + { + "cell_type": "code", + "execution_count": 82, + "metadata": {}, + "outputs": [], + "source": [ + "outvalues = [nmax, simulation_number, tshift, evidence,evidence_error]" + ] + }, + { + "cell_type": "code", + "execution_count": 90, + "metadata": {}, + "outputs": [], + "source": [ + "f = open('summary'+model+'_nmax_'+str(nmax)+'.csv', 'w')\n", + "\n", + "with f:\n", + "\n", + " writer = csv.writer(f)\n", + " writer.writerows(map(lambda x: [x], outvalues))" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [], + "source": [ + "samps=f2.results.samples\n", + "samps_tr=np.transpose(samps)" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [], + "source": [ + "npamps = np.empty((nmax+1)*2)\n", + "half_points=int(round((len(samps_tr[0])/1.25)))\n", + "for i in range(0,(nmax+1)*2): \n", + " amps_aux = samps_tr[i+(nmax+1)*2][half_points:-1]\n", + " npamps[i] = np.quantile(amps_aux, 0.5)" + ] + }, + { + "cell_type": "code", + "execution_count": 165, + "metadata": {}, + "outputs": [], + "source": [ + "sigma_vars_m = np.empty(ndim)\n", + "sigma_vars_p = np.empty(ndim)\n", + "sigma_vars = np.empty(ndim)\n", + "for i in range(ndim): \n", + " amps_aux = samps_tr[i][half_points:-1]\n", + " sigma_vars_m[i] = np.quantile(amps_aux, 0.1)\n", + " sigma_vars[i] = np.quantile(amps_aux, 0.5)\n", + " sigma_vars_p[i] = np.quantile(amps_aux, 0.9)" + ] + }, + { + "cell_type": "code", + "execution_count": 172, + "metadata": {}, + "outputs": [], + "source": [ + "sigma_vars_all = [sigma_vars,sigma_vars_m,sigma_vars_p]" + ] + }, + { + "cell_type": "code", + "execution_count": 180, + "metadata": {}, + "outputs": [], + "source": [ + "sigma_vars_all=np.stack([sigma_vars,sigma_vars_m,sigma_vars_p], axis=0)" + ] + }, + { + "cell_type": "code", + "execution_count": 215, + "metadata": {}, + "outputs": [], + "source": [ + "dfslist = [pd.DataFrame(sigma_vars_all[i].reshape((-1,ndim)), columns=labels) for i in range(3)]\n", + "df2 = pd.concat(dfslist, keys=['max val','lower bound','higher bound'])\n", + "df2.to_csv(rootpath+'/git/rdstackingproject/plotsmc/best_values'+model+'_nmax_'+str(nmax)+'.csv', index = False)" + ] + }, + { + "cell_type": "code", + "execution_count": 202, + "metadata": {}, + "outputs": [], + "source": [ + "f = open('best_sigmas_'+model+'_'+str(nmax)+'.csv', 'w')\n", + "\n", + "with f:\n", + "\n", + " writer = csv.writer(f)\n", + " writer.writerows(map(lambda x: [x], df2))" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [], + "source": [ + "truths = np.concatenate((w,tau,npamps))" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "metadata": {}, + "outputs": [], + "source": [ + "wstr = r'$\\omega_'\n", + "taustr = r'$\\tau_'\n", + "ampstr = r'$A_'\n", + "phasestr = r'$\\phi_'\n", + "\n", + "w_lab = [None] * dim\n", + "tau_lab = [None] * dim\n", + "amp_lab = [None] * dim\n", + "pha_lab = [None] * dim\n", + "\n", + "for i in range(dim):\n", + " w_lab[i] = wstr+str(i)+'$'\n", + " tau_lab[i] = taustr+str(i)+'$'\n", + " amp_lab[i] = ampstr+str(i)+'$'\n", + " pha_lab[i] = phasestr+str(i)+'$'\n", + "\n", + "labels = np.concatenate((w_lab,tau_lab,amp_lab,pha_lab))" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 1303.2x1303.2 with 64 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fg, ax = dyplot.cornerplot(res, color='blue', \n", + " show_titles=True,\n", + " labels=labels,\n", + " quantiles=(0.05,0.5,0.95),\n", + " truths =truths,\n", + " truth_color='red',\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 110, + "metadata": {}, + "outputs": [], + "source": [ + "fg.savefig(rootpath+'/git/rdstackingproject/plotsmc/Dynesty_'+'nmax='+str(nmax)+'_tshift='+str(tshift)+'_'+str(npoints)+'_chainplot.png', format = 'png', bbox_inches = 'tight')" + ] + } + ], + "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": "3.6.6" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/code_new/NR_dynesty_t0_loop.py b/code_new/NR_dynesty_t0_loop.py new file mode 100755 index 0000000000000000000000000000000000000000..c1547b4d1e972c3b7b8f61d9ea2f56fab1244241 --- /dev/null +++ b/code_new/NR_dynesty_t0_loop.py @@ -0,0 +1,534 @@ +#!/usr/bin/env python +# coding: utf-8 + +# In[129]: + + +#Import relevant modules, import data and all that +import numpy as np +from scipy import interpolate +import corner +import matplotlib.pyplot as plt +from matplotlib.ticker import MaxNLocator +from matplotlib import rc +from configparser import ConfigParser +import codecs +#plt.rcParams['font.family'] = 'DejaVu Sans' +#rc('text', usetex=True) +plt.rcParams.update({'font.size': 16.5}) + +import ptemcee +#from pycbc.pool import choose_pool +from multiprocessing import Pool +import h5py +import inspect +import pandas as pd +import json +import qnm +import random +import dynesty +from dynesty import plotting as dyplot +import os +import csv + +#Remember to change the following global variables +#rootpath: root path to nr data +#npoints: number of points you re using for your sampling +#nmax: tone index --> nmax = 0 if fitting the fundamental tone +#tshift: time shift after the strain peak +#vary_fund: whether you vary the fundamental frequency. Works in the model_dv function. + +parser = ConfigParser() +parser.read('config.ini') +parser.sections() + + +# In[130]: + + +# path + +rootpath=parser.get('nr-paths','rootpath') + +simulation_path_1 = parser.get('nr-paths','simulation_path_1') +simulation_path_2 = parser.get('nr-paths','simulation_path_2') +metadata_file = parser.get('nr-paths','metadata_json') +simulation_number = parser.get('nr-paths','simulation_number') +simulation_number = np.float(simulation_number) + + +# In[131]: + + +# time config + +tshift=parser.get('time-setup','tshift') +tshift = np.float(tshift) + +tend=parser.get('time-setup','tend') +tend = np.float(tend) + +t_align=parser.get('time-setup','t_align') +t_align = np.float(t_align) + + +# In[132]: + + +# n-tones & nlive + +nmax=parser.get('n-tones','nmax') +nmax = np.int(nmax) + +npoints=parser.get('n-live-points','npoints') +npoints = np.int(npoints) + + +# In[154]: + + +# model +model=parser.get('rd-model','model') +if model == 'w-tau': + tau_var_str='tau' +elif model == 'w-q': + tau_var_str='q' + + +# In[135]: + + +# loading priors +w_mins=np.empty(nmax+1) +w_maxs=np.empty(nmax+1) +tau_mins=np.empty(nmax+1) +tau_maxs=np.empty(nmax+1) +a_mins=np.empty(nmax+1) +a_maxs=np.empty(nmax+1) +ph_mins=np.empty(nmax+1) +ph_maxs=np.empty(nmax+1) +for i in range(nmax+1): + wp_min=parser.get('prior-w'+str(i),'w'+str(i)+'_min') + w_mins[i] = np.float(wp_min) + + wp_max=parser.get('prior-w'+str(i),'w'+str(i)+'_max') + w_maxs[i] = np.float(wp_max) + + taup_min=parser.get('prior-tau'+str(i),tau_var_str+str(i)+'_min') + tau_mins[i] = np.float(taup_min) + + taup_max=parser.get('prior-tau'+str(i),tau_var_str+str(i)+'_max') + tau_maxs[i] = np.float(taup_max) + + amp0_min=parser.get('prior-amp'+str(i),'amp'+str(i)+'_min') + a_mins[i] = np.float(amp0_min) + + amp1_max=parser.get('prior-amp'+str(i),'amp'+str(i)+'_max') + a_maxs[i] = np.float(amp1_max) + + phase_min=parser.get('prior-phase'+str(i),'phase'+str(i)+'_min') + ph_mins[i] = np.float(phase_min)*2*np.pi + + phase_max=parser.get('prior-phase'+str(i),'phase'+str(i)+'_max') + ph_maxs[i] = np.float(phase_max)*2*np.pi + +priors_min = np.concatenate((w_mins,tau_mins,a_mins,ph_mins)) +priors_max = np.concatenate((w_maxs,tau_maxs,a_maxs,ph_maxs)) + + +# In[136]: + + +vary_fund = True + +#sampler parameters +dim = nmax+1 +ndim = 4*dim +numbins = 32 #corner plot parameter - how many bins you want +datacolor = '#105670' #'#4fa3a7' +pkcolor = '#f2c977' #'#ffb45f' +mediancolor = '#f7695c' #'#9b2814' + +#Import data and necessary functions +#TimeOfMaximum +def FindTmaximum(y): + #Determines the maximum absolute value of the complex waveform + absval = np.sqrt(y[:,1]*y[:,1]+y[:,2]*y[:,2]) + vmax=np.max(absval) + index = np.argmax(absval == vmax) + timemax=y[index,0] + return timemax + + +def EasyMatchT(t,h1,h2,tmin,tmax): + #Computes the match for complex waveforms + pos = np.argmax(t >= (tmin)); + + h1red=h1[pos:-1]; + h2red=h2[pos:-1]; + + norm1=np.sum(np.abs(h1red)**2) + norm2=np.sum(np.abs(h2red)**2) + + myTable=h1red*np.conjugate(h2red) + res=((np.sum(myTable)/np.sqrt(norm1*norm2))).real + + return res + + +# In[137]: + + +#This loads the 22 mode data +gw = {} +gw[simulation_number] = h5py.File(simulation_path_1, 'r') +gw_sxs_bbh_0305 = gw[simulation_number]["Extrapolated_N3.dir"]["Y_l2_m2.dat"] + + +gw5 = {} +gw5[simulation_number] = h5py.File(simulation_path_2, 'r') +gw5_sxs_bbh_0305 = gw5[simulation_number]["Extrapolated_N3.dir"]["Y_l2_m2.dat"] +# Remember to download metadata.json from the simulation with number: 0305. Download Lev6/metadata.json +# This postprocesses the metadata file to find the final mass and final spin +metadata = {} +with open(metadata_file) as file: + metadata[simulation_number] = json.load(file) + +af = metadata[simulation_number]['remnant_dimensionless_spin'][-1] +mf = metadata[simulation_number]['remnant_mass'] + +#times --> x axis of your data +times = gw_sxs_bbh_0305[:,0] +tmax=FindTmaximum(gw_sxs_bbh_0305) +times = times - tmax + +#times 6--> x axis of your data +times5 = gw5_sxs_bbh_0305[:,0] +tmax5=FindTmaximum(gw5_sxs_bbh_0305) +times5 = times5 - tmax5 + + +# In[138]: + + +#Select the data from 0 onwards +position = np.argmax(times >= (t_align)) +position5 = np.argmax(times5 >= (t_align)) +gw_sxs_bbh_0305rd=gw_sxs_bbh_0305[position+1:-1] +gw_sxs_bbh_0305rd5=gw5_sxs_bbh_0305[position5+1:-1] +timesrd=gw_sxs_bbh_0305[position:-1][:,0][:-1]-tmax +timesrd5=gw5_sxs_bbh_0305[position5:-1][:,0][:-1]-tmax5 + + +# In[139]: + + +#Test plot real part (data was picked in the last cell). Aligning in time +plt.figure(figsize = (12, 8)) +plt.plot(timesrd, gw_sxs_bbh_0305rd[:,1], "r", alpha=0.3, lw=3, label=r'$Lev6$: real') +plt.plot(timesrd, np.sqrt(gw_sxs_bbh_0305rd[:,1]**2+gw_sxs_bbh_0305rd[:,2]**2), "r", alpha=0.3, lw=3, label=r'$Lev5\,amp$') +plt.plot(timesrd5, gw_sxs_bbh_0305rd5[:,1], "b", alpha=0.3, lw=3, label=r'$Lev5: real$') +plt.plot(timesrd5, np.sqrt(gw_sxs_bbh_0305rd5[:,1]**2+gw_sxs_bbh_0305rd5[:,2]**2), "b", alpha=0.3, lw=3, label=r'$Lev5\,amp$') +plt.legend() + + +# In[140]: + + +#Test plot im part (data was picked in the last cell). Aligning in time +plt.figure(figsize = (12, 8)) +plt.plot(timesrd, gw_sxs_bbh_0305rd[:,2], "r", alpha=0.3, lw=3, label=r'$Lev6: imag$') +plt.plot(timesrd, np.sqrt(gw_sxs_bbh_0305rd[:,1]**2+gw_sxs_bbh_0305rd[:,2]**2), "r", alpha=0.3, lw=3, label=r'$Lev5\,amp$') +plt.plot(timesrd5, gw_sxs_bbh_0305rd5[:,2], "b", alpha=0.3, lw=3, label=r'$Lev5: imag$') +plt.plot(timesrd5, np.sqrt(gw_sxs_bbh_0305rd5[:,1]**2+gw_sxs_bbh_0305rd5[:,2]**2), "b", alpha=0.3, lw=3, label=r'$Lev5\,amp$') +plt.legend() + + +# In[141]: + + +# Depending on nmax, you load nmax number of freqs. and damping times from the qnm package +omegas = [qnm.modes_cache(s=-2,l=2,m=2,n=i)(a=af)[0] for i in range (0,dim)] +w = (np.real(omegas))/mf +tau=-1/(np.imag(omegas))*mf + + +# In[142]: + + +gwnew_re = interpolate.interp1d(timesrd, gw_sxs_bbh_0305rd[:,1], kind = 'cubic') +gwnew_im = interpolate.interp1d(timesrd, gw_sxs_bbh_0305rd[:,2], kind = 'cubic') + +gwnew_re5 = interpolate.interp1d(timesrd5, gw_sxs_bbh_0305rd5[:,1], kind = 'cubic') +gwnew_im5 = interpolate.interp1d(timesrd5, gw_sxs_bbh_0305rd5[:,2], kind = 'cubic') + + +# In[143]: + + +if timesrd5[-1]>= timesrd[-1]: + timesrd_final = timesrd +else: + timesrd_final = timesrd5 + +gwdatanew_re = gwnew_re(timesrd_final) +gwdatanew_im = gwnew_im(timesrd_final) +gwdatanew_re5 = gwnew_re5(timesrd_final) +gwdatanew_im5 = gwnew_im5(timesrd_final) + +gwdatanew = gwdatanew_re - 1j*gwdatanew_im +gwdatanew5 = gwdatanew_re5- 1j*gwdatanew_im5 + + +# In[144]: + + +mismatch=1-EasyMatchT(timesrd_final,gwdatanew,gwdatanew5,0,0+90) +error=np.sqrt(2*mismatch) +print(mismatch) + + +# In[145]: + + +# Phase alignement +phas = np.angle(gwdatanew) +phas = np.unwrap(phas) +phas5 = np.angle(gwdatanew5) +phas5 = np.unwrap(phas5) +plt.plot(timesrd_final, phas, "r", alpha=0.3, lw=3, label=r'$phase$') +plt.plot(timesrd_final, phas5, "blue", alpha=0.3, lw=3, label=r'$phase$') + + +# In[146]: + + +position = np.argmax(timesrd_final >= (t_align)) +dphase = phas5[position]-phas[position] +print(dphase) + +gwdatanew = (gwdatanew_re - 1j*gwdatanew_im)*np.exp(1j*dphase) +#gw_sxs_bbh_0305rd6=gw6_sxs_bbh_0305[position6:-1] +#timesrd=gw_sxs_bbh_0305[position:-1][:,0][:920] +phas = np.angle(gwdatanew) +phas = np.unwrap(phas) + +phas5 = np.angle(gwdatanew5) +phas5 = np.unwrap(phas5) +plt.plot(timesrd_final, phas, "r", alpha=0.3, lw=3, label=r'$phase$') +plt.plot(timesrd_final, phas5, "blue", alpha=0.3, lw=3, label=r'$phase$') + + +# In[147]: + + +mismatch=1-EasyMatchT(timesrd_final,gwdatanew,gwdatanew5,0,+90) +print(mismatch) +error = np.sqrt(2*gwdatanew*gwdatanew-2*gwdatanew*gwdatanew5) + + +# In[148]: + + +#Test the new interpolated data +plt.figure(figsize = (12, 8)) +plt.plot(timesrd_final, gwdatanew.real, "r", alpha=0.3, lw=2, label='Lev6') +plt.plot(timesrd_final, gwdatanew5.real, "b", alpha=0.3, lw=2, label='Lev5') +plt.plot(timesrd_final, error.real, "b", alpha=0.3, lw=2, label='error') +plt.legend() + + +# In[149]: + + +#Test the error data +plt.figure(figsize = (12, 8)) +plt.plot(timesrd_final, error.real, "b", alpha=0.3, lw=2, label='error real') +plt.plot(timesrd_final, error.imag, "r", alpha=0.3, lw=2, label='error imag') +plt.plot(timesrd_final, np.sqrt(error.imag**2+error.real**2), "r", alpha=0.3, lw=2, label='all error') +plt.legend() + + +# In[150]: + + +#Take the piece of waveform you want +position_in = np.argmax(timesrd_final >= tshift) +position_end = np.argmax(timesrd_final >= tend) +timesrd_final_tsh = timesrd_final[position_in:position_end] +gwdatanew_re_tsh = gwdatanew_re[position_in:position_end] +gwdatanew_im_tsh = gwdatanew_im[position_in:position_end] +error_tsh=error[position_in:position_end] + + +# In[151]: + + +#Fitting +#RD model for nmax tones. Amplitudes are in (xn*Exp[i yn]) version. Used here. +def model_dv_q(theta): + #x0, y0= theta + #Your nmax might not align with the dim of theta. Better check it here. + assert int(len(theta)/4) == dim, 'Please recheck your n and parameters' + + wvars = theta[ : (dim)] + qvars = theta[(dim) : 2*(dim)] + xvars = theta[2*(dim) : 3*(dim)] + yvars = theta[3*(dim) : ] + + ansatz = 0 + for i in range (0,dim): + ansatz += (xvars[i]*np.exp(1j*yvars[i]))*np.exp(-timesrd_final_tsh*np.pi*wvars[i]/qvars[i])*(np.cos(wvars[i]*timesrd_final_tsh)-1j*np.sin(wvars[i]*timesrd_final_tsh)) + # -1j to agree with SXS convention + return ansatz + +def model_dv_tau(theta): + #x0, y0= theta + #Your nmax might not align with the dim of theta. Better check it here. + assert int(len(theta)/4) == dim, 'Please recheck your n and parameters' + + wvars = theta[ : (dim)] + tvars = theta[(dim) : 2*(dim)] + xvars = theta[2*(dim) : 3*(dim)] + yvars = theta[3*(dim) : ] + + ansatz = 0 + for i in range (0,dim): + ansatz += (xvars[i]*np.exp(1j*yvars[i]))*np.exp(-timesrd_final_tsh/tvars[i]) * (np.cos(wvars[i]*timesrd_final_tsh)-1j*np.sin(wvars[i]*timesrd_final_tsh)) + # -1j to agree with SXS convention + return ansatz + +# Logprior distribution. It defines the allowed range my variables can vary over. +#It works for the (xn*Exp[iyn]) version. + +def prior_transform(cube): + for i in range(ndim): + cube[i] = priors_min[i]+ cube[i]*(priors_max[i]-priors_min[i]) + return cube + +# LogLikelihood function. It is just a Gaussian loglikelihood based on computing the residuals^2 +def log_likelihood(theta): + modelev = dict[model](theta) + result = -np.sum(((gwdatanew_re_tsh - modelev.real)**2+(gwdatanew_im_tsh - modelev.imag)**2)/(2*(error_tsh.real**2+error_tsh.imag**2))) + if np.isnan(result): + return -np.inf + return result + + +# Logposterior distribution for the residuals case. +# The evidence is just a normalization factor +def log_probability(theta): + lp = log_prior(theta) + if not np.isfinite(lp): + return -np.inf + return lp + log_likelihood(theta) + + +# In[ ]: + + +dict = {'w-tau': model_dv_tau , 'w-q': model_dv_q} + + +# In[152]: + + +f2=dynesty.NestedSampler(log_likelihood, prior_transform, ndim, nlive=npoints) +f2.run_nested() + + +# In[80]: + + +res = f2.results +res.samples_u.shape +res.summary() +samps=f2.results.samples + + +# In[81]: + + +evidence = res.logz[-1] +evidence_error = res.logzerr[-1] + + +# In[82]: + + +outvalues = [nmax, simulation_number, tshift, evidence,evidence_error] + + +# In[90]: + + +f = open('summary'+model+'_'+str(nmax)+'.csv', 'w') + +with f: + + writer = csv.writer(f) + writer.writerows(map(lambda x: [x], outvalues)) + + +# In[26]: + + +samps=f2.results.samples +samps_tr=np.transpose(samps) + + +# In[27]: + + +npamps = np.empty((nmax+1)*2) +half_points=int(round((len(samps_tr[0])/1.25))) +for i in range(0,(nmax+1)*2): + amps_aux = samps_tr[i+(nmax+1)*2][half_points:-1] + npamps[i] = np.quantile(amps_aux, 0.5) + + +# In[28]: + + +truths = np.concatenate((w,tau,npamps)) + + +# In[29]: + + +wstr = r'$\omega_' +taustr = r'$\tau_' +ampstr = r'$A_' +phasestr = r'$\phi_' + +w_lab = [None] * dim +tau_lab = [None] * dim +amp_lab = [None] * dim +pha_lab = [None] * dim + +for i in range(dim): + w_lab[i] = wstr+str(i)+'$' + tau_lab[i] = taustr+str(i)+'$' + amp_lab[i] = ampstr+str(i)+'$' + pha_lab[i] = phasestr+str(i)+'$' + +labels = np.concatenate((w_lab,tau_lab,amp_lab,pha_lab)) + + +# In[31]: + + +fg, ax = dyplot.cornerplot(res, color='blue', + show_titles=True, + labels=labels, + quantiles=(0.05,0.5,0.95), + truths =truths, + truth_color='red', +) + + +# In[110]: + + +fg.savefig(rootpath+'/git/rdstackingproject/plotsmc/Dynesty_'+'nmax='+str(nmax)+'_tshift='+str(tshift)+'_'+str(npoints)+'_chainplot.png', format = 'png', bbox_inches = 'tight') + diff --git a/code_new/config.ini b/code_new/config.ini new file mode 100644 index 0000000000000000000000000000000000000000..b1061471805ba0117b337ac4cd8d67bd32b7971b --- /dev/null +++ b/code_new/config.ini @@ -0,0 +1,53 @@ +[nr-paths] +rootpath = /work/francisco.jimenez/sio +simulation_path_1 = /work/francisco.jimenez/sio/git/rdstackingproject/SXS/BBH_SKS_d14.3_q1.22_sA_0_0_0.330_sB_0_0_-0.440/Lev6/rhOverM_Asymptotic_GeometricUnits_CoM.h5 +simulation_path_2 = /work/francisco.jimenez/sio/git/rdstackingproject/SXS/BBH_SKS_d14.3_q1.22_sA_0_0_0.330_sB_0_0_-0.440/Lev5/rhOverM_Asymptotic_GeometricUnits_CoM.h5 +metadata_json = /work/francisco.jimenez/sio/git/rdstackingproject/SXS/BBH_SKS_d14.3_q1.22_sA_0_0_0.330_sB_0_0_-0.440/Lev6/metadata.json +simulation_number = 0305 + +[rd-model] +model = w-tau + +[time-setup] +tshift = 5 +tend = 90 +t_align = 0 + +[n-tones] +nmax = 1 + +[n-live-points] +npoints=1000 + +[prior-w0] +w0_min = 0.4 +w0_max = 0.6 + +[prior-w1] +w1_min = 0.35 +w1_max = 0.7 + +[prior-tau0] +tau0_min = 8 +tau0_max = 16 + +[prior-tau1] +tau1_min = 0 +tau1_max = 7 + +[prior-amp0] +amp0_min = 0 +amp0_max = 3 + +[prior-amp1] +amp1_min = 0 +amp1_max = 15 + +[prior-phase0] +phase0_min = 0 +phase0_max = 1 + +[prior-phase1] +phase1_min = 0 +phase1_max = 1 + diff --git a/code_new/run.sh b/code_new/run.sh new file mode 100755 index 0000000000000000000000000000000000000000..02ccdc75408263cf24bc4189566fec4f9e976beb --- /dev/null +++ b/code_new/run.sh @@ -0,0 +1,13 @@ +#!/usr/bin/env bash + +times=(0 2.5 5 7.5 10 12 15 18 20) + + +awk -v a="10" '/^tshift/ && $3 != "supplied" { $3=a } { print }' config.ini > tmp && mv tmp config.ini +for i in ${times[@]}; do + echo "submit a simulation with this parameter:" + echo "$i" + awk -v a="$i" '/^tshift/ && $3 != "supplied" { $3=a } { print }' config.ini > tmp && mv tmp config.ini + /work/francisco.jimenez/sio/pyenv/shims/python /work/francisco.jimenez/sio/git/rdstackingproject/code/NR_dynesty_t0_loop.py +done +