From 300ad290425982a6213554088c575203f6206b72 Mon Sep 17 00:00:00 2001 From: "gregory.ashton" <gregory.ashton@ligo.org> Date: Tue, 20 Dec 2016 10:12:50 +0100 Subject: [PATCH] Complete run of MC results Use N=1000 for the recoveries and N=10000 for the test in noise --- .../{repeat.sh => AllSkyMC_repeat.sh} | 7 +- Paper/AllSkyMC/MCResults.txt | 693 ------------------ Paper/AllSkyMC/generate_data.py | 13 +- Paper/AllSkyMC/plot_data.py | 7 +- Paper/AllSkyMC/runTimeHist.png | Bin 21623 -> 23680 bytes Paper/AllSkyMC/submitfile | 12 +- .../allsky_noise_twoF_histogram.png | Bin 23484 -> 0 bytes Paper/AllSkyMCNoiseOnly/generate_data.py | 47 +- Paper/AllSkyMCNoiseOnly/plot_data.py | 4 +- Paper/AllSkyMCNoiseOnly/submitfile | 8 +- .../{repeat.sh => DirectedMC_repeat.sh} | 7 +- Paper/DirectedMC/generate_data.py | 18 +- Paper/DirectedMC/plot_data.py | 12 +- Paper/DirectedMC/runTimeHist.png | Bin 23310 -> 21585 bytes Paper/DirectedMC/submitfile | 14 +- .../DirectedMCNoiseOnly_repeat.sh} | 5 +- Paper/DirectedMCNoiseOnly/generate_data.py | 28 +- Paper/DirectedMCNoiseOnly/repeat.sh | 12 - Paper/DirectedMCNoiseOnly/submitfile | 12 +- Paper/allsky_noise_twoF_histogram.png | Bin 0 -> 23275 bytes Paper/allsky_recovery.png | Bin 52082 -> 50733 bytes Paper/directed_noise_twoF_histogram.png | Bin 24526 -> 24405 bytes Paper/directed_recovery.png | Bin 51064 -> 50719 bytes pyfstat.py | 17 +- 24 files changed, 103 insertions(+), 813 deletions(-) rename Paper/AllSkyMC/{repeat.sh => AllSkyMC_repeat.sh} (53%) delete mode 100644 Paper/AllSkyMC/MCResults.txt delete mode 100644 Paper/AllSkyMCNoiseOnly/allsky_noise_twoF_histogram.png rename Paper/DirectedMC/{repeat.sh => DirectedMC_repeat.sh} (53%) rename Paper/{AllSkyMCNoiseOnly/repeat.sh => DirectedMCNoiseOnly/DirectedMCNoiseOnly_repeat.sh} (57%) delete mode 100755 Paper/DirectedMCNoiseOnly/repeat.sh create mode 100644 Paper/allsky_noise_twoF_histogram.png diff --git a/Paper/AllSkyMC/repeat.sh b/Paper/AllSkyMC/AllSkyMC_repeat.sh similarity index 53% rename from Paper/AllSkyMC/repeat.sh rename to Paper/AllSkyMC/AllSkyMC_repeat.sh index 6ec0f9b..0f98c59 100755 --- a/Paper/AllSkyMC/repeat.sh +++ b/Paper/AllSkyMC/AllSkyMC_repeat.sh @@ -4,9 +4,8 @@ export PATH="/home/gregory.ashton/anaconda2/bin:$PATH" export MPLCONFIGDIR=/home/gregory.ashton/.config/matplotlib -rm /local/user/gregory.ashton/MCResults*txt -for ((n=0;n<10;n++)) +for ((n=0;n<1;n++)) do -/home/gregory.ashton/anaconda2/bin/python generate_data.py "$1" /local/user/gregory.ashton --quite --no-template-counting +/home/gregory.ashton/anaconda2/bin/python generate_data.py "$1" /local/user/gregory.ashton --no-template-counting --no-interactive done -cp /local/user/gregory.ashton/MCResults*txt /home/gregory.ashton/PyFstat/Paper/AllSkyMC/CollectedOutput +cp /local/user/gregory.ashton/MCResults_"$1".txt $(pwd)/CollectedOutput diff --git a/Paper/AllSkyMC/MCResults.txt b/Paper/AllSkyMC/MCResults.txt deleted file mode 100644 index 561dd86..0000000 --- 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b/Paper/AllSkyMC/generate_data.py @@ -12,14 +12,14 @@ data_label = '{}_data'.format(label) results_file_name = '{}/MCResults_{}.txt'.format(outdir, ID) # Properties of the GW data -sqrtSX = 2e-23 +sqrtSX = 1e-23 tstart = 1000000000 Tspan = 100*86400 tend = tstart + Tspan # Fixed properties of the signal F0_center = 30 -F1_center = 1e-10 +F1_center = -1e-10 F2 = 0 tref = .5*(tstart+tend) @@ -31,7 +31,7 @@ DeltaF1 = VF1 * np.sqrt(45/4.)/(np.pi*Tspan**2) DeltaAlpha = 0.02 DeltaDelta = 0.02 -depths = np.linspace(100, 400, 7) +depths = np.linspace(100, 400, 9) nsteps = 50 run_setup = [((nsteps, 0), 20, False), @@ -45,7 +45,7 @@ for depth in depths: h0 = sqrtSX / float(depth) F0 = F0_center + np.random.uniform(-0.5, 0.5)*DeltaF0 F1 = F1_center + np.random.uniform(-0.5, 0.5)*DeltaF1 - Alpha_center = np.random.uniform(0, 2*np.pi) + Alpha_center = np.random.uniform(DeltaAlpha, 2*np.pi-DeltaAlpha) Delta_center = np.arccos(2*np.random.uniform(0, 1)-1)-np.pi/2 Alpha = Alpha_center + np.random.uniform(-0.5, 0.5)*DeltaAlpha Delta = Delta_center + np.random.uniform(-0.5, 0.5)*DeltaDelta @@ -59,7 +59,6 @@ for depth in depths: Delta=Delta, h0=h0, sqrtSX=sqrtSX, psi=psi, phi=phi, cosi=cosi, detector='H1,L1') data.make_data() - predicted_twoF = data.predict_fstat() startTime = time.time() theta_prior = {'F0': {'type': 'unif', @@ -95,6 +94,6 @@ for depth in depths: 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, runTime)) + f.write('{} {:1.8e} {:1.8e} {:1.8e} {:1.8e} {}\n' + .format(depth, h0, dF0, dF1, maxtwoF, runTime)) os.system('rm {}/*{}*'.format(outdir, label)) diff --git a/Paper/AllSkyMC/plot_data.py b/Paper/AllSkyMC/plot_data.py index 37811a5..415e2ac 100644 --- a/Paper/AllSkyMC/plot_data.py +++ b/Paper/AllSkyMC/plot_data.py @@ -31,8 +31,7 @@ def binomialConfidenceInterval(N, K, confidence=0.95): df_list = [] for fn in filenames: df = pd.read_csv( - fn, sep=' ', names=['depth', 'h0', 'dF0', 'dF1', 'twoF_predicted', - 'twoF', 'runTime']) + fn, sep=' ', names=['depth', 'h0', 'dF0', 'dF1', 'twoF', 'runTime']) df['CLUSTER_ID'] = fn.split('_')[1] df_list.append(df) df = pd.concat(df_list) @@ -52,9 +51,9 @@ for d in depths: yerr = np.abs(recovery_fraction - np.array(recovery_fraction_CI).T) fig, ax = plt.subplots() -ax.errorbar(depths, recovery_fraction, yerr=yerr, fmt='sk', marker='s', ms=2, +ax.errorbar(depths, recovery_fraction, yerr=yerr, fmt='sr', marker='s', ms=2, capsize=1, capthick=0.5, elinewidth=0.5, - label='Monte-Carlo result') + label='Monte-Carlo result', zorder=10) fname = 'analytic_data.txt' if os.path.isfile(fname): diff --git a/Paper/AllSkyMC/runTimeHist.png b/Paper/AllSkyMC/runTimeHist.png index ee6df4216d4f111e51301ca2dc30b61a8fb99e33..1335a76b9c0a12c3b73208e637c1d8b7dff68645 100644 GIT binary patch literal 23680 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zj0`u@L51lBq3i48umAb8C-2^#l{I$j8ygw-{`quTH2*CqO@gNN7(it!-DmwlZUYtc qB#lcFU40X=oC8$U5V?rq%YTLgFBE2fD+g^SXYh3Ob6Mw<&;$UdBeX{V diff --git a/Paper/AllSkyMCNoiseOnly/generate_data.py b/Paper/AllSkyMCNoiseOnly/generate_data.py index cc26b72..ec082f5 100644 --- a/Paper/AllSkyMCNoiseOnly/generate_data.py +++ b/Paper/AllSkyMCNoiseOnly/generate_data.py @@ -9,17 +9,17 @@ outdir = sys.argv[2] label = 'run_{}'.format(ID) data_label = '{}_data'.format(label) -results_file_name = '{}/MCResults_{}.txt'.format(outdir, ID) +results_file_name = '{}/NoiseOnlyMCResults_{}.txt'.format(outdir, ID) # Properties of the GW data -sqrtSX = 2e-23 +sqrtSX = 1e-23 tstart = 1000000000 Tspan = 100*86400 tend = tstart + Tspan # Fixed properties of the signal F0_center = 30 -F1_center = 1e-10 +F1_center = -1e-10 F2 = 0 tref = .5*(tstart+tend) @@ -28,6 +28,9 @@ VF0 = VF1 = 100 DeltaF0 = VF0 * np.sqrt(3)/(np.pi*Tspan) DeltaF1 = VF1 * np.sqrt(45/4.)/(np.pi*Tspan**2) +DeltaAlpha = 0.02 +DeltaDelta = 0.02 + nsteps = 50 run_setup = [((nsteps, 0), 20, False), ((nsteps, 0), 11, False), @@ -35,21 +38,14 @@ run_setup = [((nsteps, 0), 20, False), ((nsteps, 0), 3, False), ((nsteps, nsteps), 1, False)] -DeltaAlpha = 0.05 -DeltaDelta = 0.05 h0 = 0 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) -Alpha_min = Alpha - DeltaAlpha*(1-fAlpha) -Alpha_max = Alpha + DeltaAlpha*fAlpha -fDelta = np.random.uniform(0, 1) -Delta_min = Delta - DeltaDelta*(1-fDelta) -Delta_max = Delta + DeltaDelta*fDelta - +Alpha_center = np.random.uniform(DeltaAlpha, 2*np.pi-DeltaAlpha) +Delta_center = np.arccos(2*np.random.uniform(0, 1)-1)-np.pi/2 +Alpha = Alpha_center + np.random.uniform(-0.5, 0.5)*DeltaAlpha +Delta = Delta_center + np.random.uniform(-0.5, 0.5)*DeltaDelta psi = np.random.uniform(-np.pi/4, np.pi/4) phi = np.random.uniform(0, 2*np.pi) cosi = np.random.uniform(-1, 1) @@ -60,25 +56,24 @@ data = pyfstat.Writer( Delta=Delta, h0=h0, sqrtSX=sqrtSX, psi=psi, phi=phi, cosi=cosi, detector='H1,L1') data.make_data() -predicted_twoF = data.predict_fstat() startTime = time.time() theta_prior = {'F0': {'type': 'unif', - 'lower': F0-DeltaF0/2., - 'upper': F0+DeltaF0/2.}, + 'lower': F0_center-DeltaF0, + 'upper': F0_center+DeltaF0}, 'F1': {'type': 'unif', - 'lower': F1-DeltaF1/2., - 'upper': F1+DeltaF1/2.}, + 'lower': F1_center-DeltaF1, + 'upper': F1_center+DeltaF1}, 'F2': F2, 'Alpha': {'type': 'unif', - 'lower': Alpha_min, - 'upper': Alpha_max}, + 'lower': Alpha_center-DeltaAlpha, + 'upper': Alpha_center+DeltaAlpha}, 'Delta': {'type': 'unif', - 'lower': Delta_min, - 'upper': Delta_max}, + 'lower': Delta_center-DeltaDelta, + 'upper': Delta_center+DeltaDelta}, } -ntemps = 1 +ntemps = 2 log10temperature_min = -1 nwalkers = 100 @@ -96,6 +91,6 @@ 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} {}\n' - .format(dF0, dF1, predicted_twoF, maxtwoF, runTime)) + f.write('{:1.8e} {:1.8e} {:1.8e} {}\n' + .format(dF0, dF1, maxtwoF, runTime)) os.system('rm {}/*{}*'.format(outdir, label)) diff --git a/Paper/AllSkyMCNoiseOnly/plot_data.py b/Paper/AllSkyMCNoiseOnly/plot_data.py index 8165be5..ed0bd07 100644 --- a/Paper/AllSkyMCNoiseOnly/plot_data.py +++ b/Paper/AllSkyMCNoiseOnly/plot_data.py @@ -24,11 +24,11 @@ def maxtwoFinNoise(twoF, Ntrials): df_list = [] for fn in filenames: df = pd.read_csv( - fn, sep=' ', names=['dF0', 'dF1', 'twoF_predicted', - 'twoF', 'runTime']) + fn, sep=' ', names=['dF0', 'dF1', 'twoF', 'runTime']) df['CLUSTER_ID'] = fn.split('_')[1] df_list.append(df) df = pd.concat(df_list) +print 'Number of samples = ', len(df) fig, ax = plt.subplots() ax.hist(df.twoF, bins=50, histtype='step', color='k', normed=True, linewidth=1) diff --git a/Paper/AllSkyMCNoiseOnly/submitfile b/Paper/AllSkyMCNoiseOnly/submitfile index 191a502..6add374 100644 --- a/Paper/AllSkyMCNoiseOnly/submitfile +++ b/Paper/AllSkyMCNoiseOnly/submitfile @@ -1,11 +1,11 @@ -Executable= repeat.sh +Executable= AllSkyMCNoiseOnly_repeat.sh Arguments= $(Cluster)_$(Process) Universe=vanilla Input=/dev/null accounting_group = ligo.dev.o2.cw.explore.test -Output=CollectedOutput/out.$(Process) -Error=CollectedOutput/err.$(Process) -Log=CollectedOutput/log.$(Process) +Output=CollectedOutput/out.$(Cluster).$(Process) +Error=CollectedOutput/err.$(Cluster).$(Process) +Log=CollectedOutput/log.$(Cluster).$(Process) request_cpus = 1 request_memory = 16 GB diff --git a/Paper/DirectedMC/repeat.sh b/Paper/DirectedMC/DirectedMC_repeat.sh similarity index 53% rename from Paper/DirectedMC/repeat.sh rename to Paper/DirectedMC/DirectedMC_repeat.sh index ee17fca..0f98c59 100755 --- a/Paper/DirectedMC/repeat.sh +++ b/Paper/DirectedMC/DirectedMC_repeat.sh @@ -4,9 +4,8 @@ export PATH="/home/gregory.ashton/anaconda2/bin:$PATH" export MPLCONFIGDIR=/home/gregory.ashton/.config/matplotlib -rm /local/user/gregory.ashton/MCResults*txt -for ((n=0;n<10;n++)) +for ((n=0;n<1;n++)) do -/home/gregory.ashton/anaconda2/bin/python generate_data.py "$1" /local/user/gregory.ashton --quite --no-template-counting +/home/gregory.ashton/anaconda2/bin/python generate_data.py "$1" /local/user/gregory.ashton --no-template-counting --no-interactive done -cp /local/user/gregory.ashton/MCResults*txt /home/gregory.ashton/PyFstat/Paper/DirectedMC/CollectedOutput +cp /local/user/gregory.ashton/MCResults_"$1".txt $(pwd)/CollectedOutput diff --git a/Paper/DirectedMC/generate_data.py b/Paper/DirectedMC/generate_data.py index 2b270df..2e4c7ef 100644 --- a/Paper/DirectedMC/generate_data.py +++ b/Paper/DirectedMC/generate_data.py @@ -12,17 +12,17 @@ data_label = '{}_data'.format(label) results_file_name = '{}/MCResults_{}.txt'.format(outdir, ID) # Properties of the GW data -sqrtSX = 2e-23 +sqrtSX = 1e-23 tstart = 1000000000 Tspan = 100*86400 tend = tstart + Tspan # Fixed properties of the signal F0_center = 30 -F1_center = 1e-10 +F1_center = -1e-10 F2 = 0 -Alpha = 5e-3 -Delta = 6e-2 +Alpha = np.radians(83.6292) +Delta = np.radians(22.0144) tref = .5*(tstart+tend) @@ -30,9 +30,9 @@ 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) +depths = np.linspace(100, 400, 9) -nsteps = 50 +nsteps = 25 run_setup = [((nsteps, 0), 20, False), ((nsteps, 0), 7, False), ((nsteps, 0), 2, False), @@ -53,7 +53,6 @@ for depth in depths: Delta=Delta, h0=h0, sqrtSX=sqrtSX, psi=psi, phi=phi, cosi=cosi, detector='H1,L1') data.make_data() - predicted_twoF = data.predict_fstat() startTime = time.time() theta_prior = {'F0': {'type': 'unif', @@ -80,11 +79,12 @@ for depth in depths: log10temperature_min=log10temperature_min) mcmc.run(run_setup=run_setup, create_plots=False, log_table=False, gen_tex_table=False) + mcmc.print_summary() 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, runTime)) + f.write('{} {:1.8e} {:1.8e} {:1.8e} {:1.8e} {}\n' + .format(depth, h0, dF0, dF1, maxtwoF, runTime)) os.system('rm {}/*{}*'.format(outdir, label)) diff --git a/Paper/DirectedMC/plot_data.py b/Paper/DirectedMC/plot_data.py index fe9a2e3..6e22b9b 100644 --- a/Paper/DirectedMC/plot_data.py +++ b/Paper/DirectedMC/plot_data.py @@ -31,10 +31,12 @@ def binomialConfidenceInterval(N, K, confidence=0.95): df_list = [] for fn in filenames: df = pd.read_csv( - fn, sep=' ', names=['depth', 'h0', 'dF0', 'dF1', 'twoF_predicted', - 'twoF', 'runTime']) + fn, sep=' ', names=['depth', 'h0', 'dF0', 'dF1', 'twoF', 'runTime']) df['CLUSTER_ID'] = fn.split('_')[1] - df_list.append(df) + if len(df) != 9: + print len(df), fn + else: + df_list.append(df) df = pd.concat(df_list) twoFstar = 60 @@ -52,9 +54,9 @@ for d in depths: yerr = np.abs(recovery_fraction - np.array(recovery_fraction_CI).T) fig, ax = plt.subplots() -ax.errorbar(depths, recovery_fraction, yerr=yerr, fmt='sk', marker='s', ms=2, +ax.errorbar(depths, recovery_fraction, yerr=yerr, fmt='sr', marker='s', ms=2, capsize=1, capthick=0.5, elinewidth=0.5, - label='Monte-Carlo result') + label='Monte-Carlo result', zorder=10) fname = 'analytic_data.txt' if os.path.isfile(fname): diff --git a/Paper/DirectedMC/runTimeHist.png b/Paper/DirectedMC/runTimeHist.png index 13cb78f5b50209ae275f7dda07dfe150d0f42403..38b0640185d0a10a7ee1148f0e85ccedcae5c62b 100644 GIT binary patch literal 21585 zcmeAS@N?(olHy`uVBq!ia0y~yVE)6v!1RuTje&td_=N0z1_lO}VkgfK4h{~E8jh3> z1_lPs0*}aI1_nK45N51cYG1~{puphi;uumf=gr;o!7<lo+CTVS6=E7{a*f|3TiRTs zduFeS&U<&Jhg*#rY_p@C;?$p(tx9{#@|6F>1&iOEtdZ7*+L33~0;8f*7aRF*d&PKJ z<ZRZn+xJ_$^duS=M4L>vv+<w0`rKQ)+WX?7Pgn6jpL08M_uV{p1_p)+Q_4T(F)%PN 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z$ei`*!NF!@-OX|9PtX7NMg93<-qV}T+4wVXXn~zr;iUO=POXBHP^ZheJ0Ij_Wlugn z-tT{evEj2v=Gv{-p$mH!AN2+8NdZl;f^{)4khf|9<Wz>iYRZfM%ykQDEq_!#0QJ!r NJYD@<);T3K0RV!S{3!qc diff --git a/Paper/DirectedMC/submitfile b/Paper/DirectedMC/submitfile index 7f057b7..e468d6d 100644 --- a/Paper/DirectedMC/submitfile +++ b/Paper/DirectedMC/submitfile @@ -1,12 +1,12 @@ -Executable= repeat.sh -Arguments= $(Cluster)_$(Process) +Executable=DirectedMC_repeat.sh +Arguments=$(Cluster)_$(Process) Universe=vanilla Input=/dev/null accounting_group = ligo.dev.o2.cw.explore.test -Output=CollectedOutput/out.$(Process) -Error=CollectedOutput/err.$(Process) -Log=CollectedOutput/log.$(Process) +Output=CollectedOutput/out.$(Cluster).$(Process) +Error=CollectedOutput/err.$(Cluster).$(Process) +Log=CollectedOutput/log.$(Cluster).$(Process) request_cpus = 1 -request_memory = 8 GB +request_memory = 16 GB -Queue 100 +Queue 6 diff --git a/Paper/AllSkyMCNoiseOnly/repeat.sh b/Paper/DirectedMCNoiseOnly/DirectedMCNoiseOnly_repeat.sh similarity index 57% rename from Paper/AllSkyMCNoiseOnly/repeat.sh rename to Paper/DirectedMCNoiseOnly/DirectedMCNoiseOnly_repeat.sh index 5f43c35..7b4d26d 100755 --- a/Paper/AllSkyMCNoiseOnly/repeat.sh +++ b/Paper/DirectedMCNoiseOnly/DirectedMCNoiseOnly_repeat.sh @@ -4,9 +4,8 @@ export PATH="/home/gregory.ashton/anaconda2/bin:$PATH" export MPLCONFIGDIR=/home/gregory.ashton/.config/matplotlib -rm /local/user/gregory.ashton/MCResults*txt for ((n=0;n<100;n++)) do -/home/gregory.ashton/anaconda2/bin/python generate_data.py "$1" /local/user/gregory.ashton --quite --no-template-counting +/home/gregory.ashton/anaconda2/bin/python generate_data.py "$1" /local/user/gregory.ashton --no-template-counting --no-interactive done -cp /local/user/gregory.ashton/MCResults*txt /home/gregory.ashton/PyFstat/Paper/AllSkyMCNoiseOnly/CollectedOutput +cp /local/user/gregory.ashton/NoiseOnlyMCResults_"$1".txt $(pwd)/CollectedOutput diff --git a/Paper/DirectedMCNoiseOnly/generate_data.py b/Paper/DirectedMCNoiseOnly/generate_data.py index 952ccd4..5e388df 100644 --- a/Paper/DirectedMCNoiseOnly/generate_data.py +++ b/Paper/DirectedMCNoiseOnly/generate_data.py @@ -10,27 +10,27 @@ outdir = sys.argv[2] label = 'run_{}'.format(ID) data_label = '{}_data'.format(label) -results_file_name = '{}/MCResults_{}.txt'.format(outdir, ID) +results_file_name = '{}/NoiseOnlyMCResults_{}.txt'.format(outdir, ID) # Properties of the GW data -sqrtSX = 2e-23 +sqrtSX = 1e-23 tstart = 1000000000 Tspan = 100*86400 tend = tstart + Tspan # Fixed properties of the signal F0_center = 30 -F1_center = 1e-10 +F1_center = -1e-10 F2 = 0 -Alpha = 5e-3 -Delta = 6e-2 +Alpha = np.radians(83.6292) +Delta = np.radians(22.0144) tref = .5*(tstart+tend) VF0 = VF1 = 100 DeltaF0 = VF0 * np.sqrt(3)/(np.pi*Tspan) DeltaF1 = VF1 * np.sqrt(45/4.)/(np.pi*Tspan**2) -nsteps = 20 +nsteps = 25 run_setup = [((nsteps, 0), 20, False), ((nsteps, 0), 7, False), ((nsteps, 0), 2, False), @@ -50,21 +50,20 @@ data = pyfstat.Writer( Delta=Delta, h0=h0, sqrtSX=sqrtSX, psi=psi, phi=phi, cosi=cosi, detector='H1,L1') data.make_data() -predicted_twoF = data.predict_fstat() startTime = time.time() theta_prior = {'F0': {'type': 'unif', - 'lower': F0-DeltaF0/2., - 'upper': F0+DeltaF0/2.}, + 'lower': F0_center-DeltaF0, + 'upper': F0_center+DeltaF0}, 'F1': {'type': 'unif', - 'lower': F1-DeltaF1/2., - 'upper': F1+DeltaF1/2.}, + 'lower': F1_center-DeltaF1, + 'upper': F1_center+DeltaF1}, 'F2': F2, 'Alpha': Alpha, 'Delta': Delta } -ntemps = 1 +ntemps = 2 log10temperature_min = -1 nwalkers = 100 @@ -77,11 +76,12 @@ mcmc = pyfstat.MCMCFollowUpSearch( log10temperature_min=log10temperature_min) mcmc.run(run_setup=run_setup, create_plots=False, log_table=False, gen_tex_table=False) +mcmc.print_summary() 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} {}\n' - .format(dF0, dF1, predicted_twoF, maxtwoF, runTime)) + f.write('{:1.8e} {:1.8e} {:1.8e} {}\n' + .format(dF0, dF1, maxtwoF, runTime)) os.system('rm {}/*{}*'.format(outdir, label)) diff --git a/Paper/DirectedMCNoiseOnly/repeat.sh b/Paper/DirectedMCNoiseOnly/repeat.sh deleted file mode 100755 index 0142257..0000000 --- a/Paper/DirectedMCNoiseOnly/repeat.sh +++ /dev/null @@ -1,12 +0,0 @@ -#!/bin/bash - -. /home/gregory.ashton/lalsuite-install/etc/lalapps-user-env.sh -export PATH="/home/gregory.ashton/anaconda2/bin:$PATH" -export MPLCONFIGDIR=/home/gregory.ashton/.config/matplotlib - -rm /local/user/gregory.ashton/MCResults*txt -for ((n=0;n<100;n++)) -do -/home/gregory.ashton/anaconda2/bin/python generate_data.py "$1" /local/user/gregory.ashton --quite --no-template-counting -done -cp /local/user/gregory.ashton/MCResults*txt /home/gregory.ashton/PyFstat/Paper/DirectedMCNoiseOnly/CollectedOutput diff --git a/Paper/DirectedMCNoiseOnly/submitfile b/Paper/DirectedMCNoiseOnly/submitfile index 7f057b7..77d69ee 100644 --- 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+parser.add_argument("--no-interactive", help="Don't use interactive output", + action="store_true") parser.add_argument("-c", "--clean", help="Don't use cached data", action="store_true") parser.add_argument("-u", "--use-old-data", action="store_true") @@ -61,7 +63,7 @@ parser.add_argument('unittest_args', nargs='*') args, unknown = parser.parse_known_args() sys.argv[1:] = args.unittest_args -if args.quite: +if args.quite or args.no_interactive: def tqdm(x, *args, **kwargs): return x @@ -431,7 +433,7 @@ class ComputeFstat(object): detector_names = list(set([d.header.name for d in SFTCatalog.data])) self.detector_names = detector_names SFT_timestamps = [d.header.epoch for d in SFTCatalog.data] - if args.quite is False: + if args.quite is False and args.no_interactive is False: try: from bashplotlib.histogram import plot_hist print('Data timestamps histogram:') @@ -1749,17 +1751,18 @@ class MCMCSearch(BaseSearchClass): def print_summary(self): max_twoFd, max_twoF = self.get_max_twoF() median_std_d = self.get_median_stds() - print('\nSummary:') + logging.info('Summary:') if hasattr(self, 'theta0_idx'): - print('theta0 index: {}'.format(self.theta0_idx)) - print('Max twoF: {} with parameters:'.format(max_twoF)) + logging.info('theta0 index: {}'.format(self.theta0_idx)) + logging.info('Max twoF: {} with parameters:'.format(max_twoF)) for k in np.sort(max_twoFd.keys()): print(' {:10s} = {:1.9e}'.format(k, max_twoFd[k])) - print('\nMedian +/- std for production values') + logging.info('Median +/- std for production values') for k in np.sort(median_std_d.keys()): if 'std' not in k: - print(' {:10s} = {:1.9e} +/- {:1.9e}'.format( + logging.info(' {:10s} = {:1.9e} +/- {:1.9e}'.format( k, median_std_d[k], median_std_d[k+'_std'])) + logging.info('\n') def CF_twoFmax(self, theta, twoFmax, ntrials): Fmax = twoFmax/2.0 -- GitLab