From 6a8ad3f5b73e174b51809655781152c80d6348a6 Mon Sep 17 00:00:00 2001 From: "gregory.ashton" <gregory.ashton@ligo.org> Date: Mon, 5 Dec 2016 10:35:49 +0100 Subject: [PATCH] Update All Sky MC table and plots --- Paper/AllSkyMC/generate_data.py | 24 +++++++++-------- Paper/AllSkyMC/generate_table.py | 44 +++++++++++++++---------------- Paper/AllSkyMC/plot_data.py | 23 ++++++++++++---- Paper/AllSkyMC/submitfile | 2 +- Paper/allsky_recovery.png | Bin 52016 -> 51946 bytes Paper/allsky_setup_run_setup.tex | 8 ++++++ 6 files changed, 61 insertions(+), 40 deletions(-) create mode 100644 Paper/allsky_setup_run_setup.tex diff --git a/Paper/AllSkyMC/generate_data.py b/Paper/AllSkyMC/generate_data.py index 9ec61c1..218f96e 100644 --- a/Paper/AllSkyMC/generate_data.py +++ b/Paper/AllSkyMC/generate_data.py @@ -2,6 +2,7 @@ import pyfstat import numpy as np import os import sys +import time ID = sys.argv[1] outdir = sys.argv[2] @@ -29,21 +30,20 @@ DeltaF1 = VF1 * np.sqrt(45/4.)/(np.pi*Tspan**2) depths = np.linspace(100, 400, 7) -run_setup = [((100, 0), 27, False), - ((100, 0), 15, False), - ((100, 0), 8, False), - ((100, 0), 4, False), - ((50, 50), 1, False)] +nsteps = 50 +run_setup = [((nsteps, 0), 20, False), + ((nsteps, 0), 11, False), + ((nsteps, 0), 6, False), + ((nsteps, 0), 3, False), + ((nsteps, nsteps), 1, False)] DeltaAlpha = 0.05 DeltaDelta = 0.05 for depth in depths: h0 = sqrtSX / float(depth) - r = np.random.uniform(0, 1) - theta = np.random.uniform(0, 2*np.pi) - F0 = F0_center + 3*np.sqrt(r)*np.cos(theta)/(np.pi**2 * Tspan**2) - F1 = F1_center + 45*np.sqrt(r)*np.sin(theta)/(4*np.pi**2 * Tspan**4) + F0 = F0_center + np.random.uniform(-0.5, 0.5)*DeltaF0 + F1 = F1_center + np.random.uniform(-0.5, 0.5)*DeltaF1 Alpha = np.random.uniform(0, 2*np.pi) Delta = np.arccos(2*np.random.uniform(0, 1)-1)-np.pi/2 fAlpha = np.random.uniform(0, 1) @@ -65,6 +65,7 @@ for depth in depths: data.make_data() predicted_twoF = data.predict_fstat() + startTime = time.time() theta_prior = {'F0': {'type': 'unif', 'lower': F0-DeltaF0/2., 'upper': F0+DeltaF0/2.}, @@ -96,7 +97,8 @@ for depth in depths: d, maxtwoF = mcmc.get_max_twoF() dF0 = F0 - d['F0'] dF1 = F1 - d['F1'] + runTime = time.time() - startTime with open(results_file_name, 'a') as f: - f.write('{} {:1.8e} {:1.8e} {:1.8e} {:1.8e} {:1.8e}\n' - .format(depth, h0, dF0, dF1, predicted_twoF, maxtwoF)) + f.write('{} {:1.8e} {:1.8e} {:1.8e} {:1.8e} {:1.8e} {}\n' + .format(depth, h0, dF0, dF1, predicted_twoF, maxtwoF, runTime)) os.system('rm {}/*{}*'.format(outdir, label)) diff --git a/Paper/AllSkyMC/generate_table.py b/Paper/AllSkyMC/generate_table.py index 9b34fd6..e304f10 100644 --- a/Paper/AllSkyMC/generate_table.py +++ b/Paper/AllSkyMC/generate_table.py @@ -3,7 +3,7 @@ import numpy as np outdir = 'data' -label = 'AllSky' +label = 'allsky_setup' data_label = '{}_data'.format(label) # Properties of the GW data @@ -23,32 +23,30 @@ VF0 = VF1 = 100 DeltaF0 = VF0 * np.sqrt(3)/(np.pi*Tspan) DeltaF1 = VF1 * np.sqrt(45/4.)/(np.pi*Tspan**2) -depths = np.linspace(100, 400, 7) - -run_setup = [((100, 0), 27, False), - ((100, 0), 15, False), - ((100, 0), 8, False), - ((100, 0), 4, False), - ((50, 50), 1, False)] - DeltaAlpha = 0.05 DeltaDelta = 0.05 depth = 100 +nsteps = 50 +run_setup = [((nsteps, 0), 20, False), + ((nsteps, 0), 11, False), + ((nsteps, 0), 6, False), + ((nsteps, 0), 3, False), + ((nsteps, nsteps), 1, False)] + h0 = sqrtSX / float(depth) -F0 = F0_center -F1 = F1_center +r = np.random.uniform(0, 1) +theta = np.random.uniform(0, 2*np.pi) +F0 = F0_center + 3*np.sqrt(r)*np.cos(theta)/(np.pi**2 * Tspan**2) +F1 = F1_center + 45*np.sqrt(r)*np.sin(theta)/(4*np.pi**2 * Tspan**4) + Alpha = 0 Delta = 0 -Alpha_min = Alpha - DeltaAlpha/2 -Alpha_max = Alpha + DeltaAlpha/2 -Delta_min = Delta - DeltaDelta/2 -Delta_max = Delta + DeltaDelta/2 -psi = 0 -phi = 0 -cosi = 0 +psi = np.random.uniform(-np.pi/4, np.pi/4) +phi = np.random.uniform(0, 2*np.pi) +cosi = np.random.uniform(-1, 1) data = pyfstat.Writer( label=data_label, outdir=outdir, tref=tref, @@ -66,11 +64,11 @@ theta_prior = {'F0': {'type': 'unif', 'upper': F1+DeltaF1/2.}, 'F2': F2, 'Alpha': {'type': 'unif', - 'lower': Alpha_min, - 'upper': Alpha_max}, + 'lower': Alpha-DeltaAlpha/2., + 'upper': Alpha+DeltaAlpha/2.}, 'Delta': {'type': 'unif', - 'lower': Delta_min, - 'upper': Delta_max}, + 'lower': Delta-DeltaDelta/2., + 'upper': Delta+DeltaDelta/2.}, } ntemps = 1 @@ -84,4 +82,4 @@ mcmc = pyfstat.MCMCFollowUpSearch( tref=tref, minStartTime=tstart, maxStartTime=tend, nwalkers=nwalkers, ntemps=ntemps, log10temperature_min=log10temperature_min) -mcmc.run(run_setup=run_setup) +mcmc.run(run_setup) diff --git a/Paper/AllSkyMC/plot_data.py b/Paper/AllSkyMC/plot_data.py index e2f6f45..9f12e15 100644 --- a/Paper/AllSkyMC/plot_data.py +++ b/Paper/AllSkyMC/plot_data.py @@ -4,6 +4,9 @@ import numpy as np import os from tqdm import tqdm from oct2py import octave +import glob + +filenames = glob.glob("CollectedOutput/*.txt") plt.style.use('paper') @@ -25,11 +28,14 @@ def binomialConfidenceInterval(N, K, confidence=0.95): [l, u] = octave.eval(cmd, verbose=False, return_both=True)[0].split('\n') return float(l.split('=')[1]), float(u.split('=')[1]) -results_file_name = 'MCResults.txt' - -df = pd.read_csv( - results_file_name, sep=' ', names=['depth', 'h0', 'dF0', 'dF1', - 'twoF_predicted', 'twoF']) +df_list = [] +for fn in filenames: + df = pd.read_csv( + fn, sep=' ', names=['depth', 'h0', 'dF0', 'dF1', 'twoF_predicted', + 'twoF', 'runTime']) + df['CLUSTER_ID'] = fn.split('_')[1] + df_list.append(df) +df = pd.concat(df_list) twoFstar = 60 depths = np.unique(df.depth.values) @@ -71,3 +77,10 @@ ax.legend(loc=1, frameon=False) fig.tight_layout() fig.savefig('allsky_recovery.png') + + +fig, ax = plt.subplots() +ax.hist(df.runTime, bins=20) +ax.set_xlabel('runTime per follow-up [s]') +fig.savefig('runTimeHist.png') + diff --git a/Paper/AllSkyMC/submitfile b/Paper/AllSkyMC/submitfile index 5af7178..1c7d5e5 100644 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days}$ &$\Nsteps$ & $\V$ & $\Vsky$ & $\Vpe$ \\ \hline +0 & 20 & 5.0 & 100 & $2{\times}10^{2}$ & 10.0 & 10.0 \\ +1 & 11 & 9.1 & 100 & $2{\times}10^{3}$ & 40.0 & 50.0 \\ +2 & 6 & 16.7 & 100 & $2{\times}10^{4}$ & $1{\times}10^{2}$ & $2{\times}10^{2}$ \\ +3 & 3 & 33.3 & 100 & $1{\times}10^{5}$ & $2{\times}10^{2}$ & $6{\times}10^{2}$ \\ +4 & 1 & 100.0 & 100,100 & $8{\times}10^{5}$ & $3{\times}10^{2}$ & $2{\times}10^{3}$ \\ +\end{tabular} -- GitLab