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August 9, 2019 13:30
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{ | |
"cells": [ | |
{ | |
"cell_type": "code", | |
"execution_count": 1, | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"import os, sys\n", | |
"\n", | |
"import numpy as np\n", | |
"import matplotlib.pyplot as plt\n", | |
"import pandas as pd\n", | |
"from tqdm import *\n", | |
"import healpy as hp\n", | |
"\n", | |
"sys.path.append(\"NPTFit-Sim/NPTFit-Sim\")\n", | |
"import ps_mc\n", | |
"\n", | |
"%matplotlib inline\n", | |
"%load_ext autoreload\n", | |
"%autoreload 2" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 2, | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"# Assumes wget is available! Otherwise, use curl or download manually\n", | |
"# from https://dspace.mit.edu/handle/1721.1/105492\n", | |
"os.system(\"wget https://dspace.mit.edu/bitstream/handle/1721.1/105492/fermi_data.tar.gz?sequence=5\");\n", | |
"os.system(\"tar -xvf fermi_data.tar.gz?sequence=5\");\n", | |
"os.system(\"rm -r fermi_data.tar.gz*\");" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"## Generate blazars" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 2, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"534128.5702163124" | |
] | |
}, | |
"execution_count": 2, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"np.load(\"blazarSCD.npz\")['Nblaz'][0]" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 3, | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"A, n1, n2, n3, n4, Sb, l1, l2 = [np.log10(1.00665722e-05), 1.50000000e+01, 1.81013300e+00, 1.50710793e+00,\n", | |
"1.33945083e+00, 1.00000000e+02, 6.79378820e-02, 1.06334329e-02]\n", | |
"\n", | |
"Sb1 = Sb\n", | |
"Sb2 = Sb * l1\n", | |
"Sb3 = 0.01 # 1e-15 * exp_mean\n", | |
"\n", | |
"S = np.array([Sb1, Sb2, Sb3])\n", | |
"n = np.array([n1,n2,n3, -50.])" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 4, | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"fermi_exp = np.load(\"fermi_data/fermidata_exposure.npy\")\n", | |
"exp_mean = np.mean(fermi_exp)\n", | |
"\n", | |
"nside = 128\n", | |
"npix = hp.nside2npix(nside)\n", | |
"\n", | |
"temp = 1. * np.ones(npix).astype(float)\n", | |
"fermi_exp_flat = exp_mean * np.ones(npix).astype(float)" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 5, | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"# Calculate flux break from counts break and mean exposure\n", | |
"F = S / exp_mean\n", | |
" \n", | |
"# Cornvert log-normilization term, A, into terms of flux\n", | |
"A += np.log10(exp_mean)" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 6, | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"# Define parameters that specify the Fermi-LAT PSF at 2 GeV\n", | |
"fcore = 0.748988248179\n", | |
"score = 0.428653790656\n", | |
"gcore = 7.82363229341\n", | |
"stail = 0.715962650769\n", | |
"gtail = 3.61883748683\n", | |
"spe = 0.00456544262478\n", | |
"\n", | |
"# Define the full PSF in terms of two King functions\n", | |
"def king_fn(x, sigma, gamma):\n", | |
" return 1./(2.*np.pi*sigma**2.)*(1.-1./gamma)*(1.+(x**2./(2.*gamma*sigma**2.)))**(-gamma)\n", | |
"\n", | |
"def Fermi_PSF(r):\n", | |
" return fcore*king_fn(r/spe,score,gcore) + (1-fcore)*king_fn(r/spe,stail,gtail)\n", | |
"\n", | |
"# Lambda function to pass user defined PSF, includes Jacobian factor\n", | |
"psf_r = lambda r: Fermi_PSF(r)" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 8, | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"blazar_map, th_arr, ph_arr, fluxes = ps_mc.run(n,F,A,temp,fermi_exp_flat,psf_r,name=\"map\",save=False)" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 9, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
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\n", | |
"text/plain": [ | |
"<Figure size 612x388.8 with 2 Axes>" | |
] | |
}, | |
"metadata": { | |
"needs_background": "light" | |
}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"#View the output on a HEALPix map\n", | |
"hp.mollview(blazar_map,title=\"NPTFit-Sim Example\")" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 11, | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"np.savez(\"fermi_data/blazar_map.npz\", \n", | |
" blazar_map=blazar_map,\n", | |
" th_arr=th_arr,\n", | |
" ph_arr=ph_arr,\n", | |
" fluxes=fluxes)" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"## Scan" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 6, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"name": "stdout", | |
"output_type": "stream", | |
"text": [ | |
"Loading the psf correction from: /Users/smsharma/Desktop/JeanTest/psf_dir/fermi_psf_2GeV.npy\n", | |
"The number of parameters to be fit is 9\n" | |
] | |
} | |
], | |
"source": [ | |
"# Tranfer this bit to cluster\n", | |
"\n", | |
"import numpy as np\n", | |
"\n", | |
"from NPTFit import nptfit # module for performing scan\n", | |
"from NPTFit import create_mask as cm # module for creating the mask\n", | |
"from NPTFit import dnds_analysis # module for analysing the output\n", | |
"from NPTFit import psf_correction as pc # module for determining the PSF correction\n", | |
"\n", | |
"# Define parameters that specify the Fermi-LAT PSF at 2 GeV\n", | |
"fcore = 0.748988248179\n", | |
"score = 0.428653790656\n", | |
"gcore = 7.82363229341\n", | |
"stail = 0.715962650769\n", | |
"gtail = 3.61883748683\n", | |
"spe = 0.00456544262478\n", | |
"\n", | |
"fermi_exp = np.load(\"fermi_data/fermidata_exposure.npy\")\n", | |
"exp_mean = np.mean(fermi_exp)\n", | |
"\n", | |
"nside = 128\n", | |
"npix = hp.nside2npix(nside)\n", | |
"\n", | |
"temp = 1. * np.ones(npix).astype(float)\n", | |
"fermi_exp_flat = exp_mean * np.ones(npix).astype(float)\n", | |
"\n", | |
"# Define the full PSF in terms of two King functions\n", | |
"def king_fn(x, sigma, gamma):\n", | |
" return 1./(2.*np.pi*sigma**2.)*(1.-1./gamma)*(1.+(x**2./(2.*gamma*sigma**2.)))**(-gamma)\n", | |
"\n", | |
"def Fermi_PSF(r):\n", | |
" return fcore*king_fn(r/spe,score,gcore) + (1-fcore)*king_fn(r/spe,stail,gtail)\n", | |
"\n", | |
"# Lambda function to pass user defined PSF, includes Jacobian factor\n", | |
"psf_r = lambda r: Fermi_PSF(r)\n", | |
"\n", | |
"n = nptfit.NPTF(tag='HighLat_Example_3br')\n", | |
"\n", | |
"mask = cm.make_mask_total(nside, band_mask = True, band_mask_range = 5, mask_ring = True, inner = 20, outer = 180)\n", | |
"n.load_data(np.load(\"fermi_data/blazar_map.npz\")['blazar_map'], fermi_exp_flat)\n", | |
"n.load_mask(mask)\n", | |
"\n", | |
"n.add_template(temp, 'iso')\n", | |
"n.add_template(temp, 'iso_np', units='PS')\n", | |
"\n", | |
"n.add_poiss_model('iso','$A_\\mathrm{iso}$', [0,5], False)\n", | |
"\n", | |
"n.add_non_poiss_model('iso_np',\n", | |
" ['$A^\\mathrm{ps}_\\mathrm{iso}$',\n", | |
" '$n_1$','$n_2$','$n_3$','$n_4$',\n", | |
" '$S_b^{(1)}$','$S_b^{(2)}$','$S_b^{(3)}$'],\n", | |
" [[-6,2],\n", | |
" [2.05,10],[1.1,2.5],[1.1,2.5],[-1.99,0.99],\n", | |
" [30.01,400],[5.01,30],[0.001,5]],\n", | |
" [True,False,False,False,False,False,False,False])\n", | |
"\n", | |
"# n.add_non_poiss_model('iso_np',\n", | |
"# ['$A^\\mathrm{ps}_\\mathrm{iso}$',\n", | |
"# '$n_1$','$n_2$','$n_3$',\n", | |
"# '$S_b^{(1)}$','$S_b^{(2)}$'],\n", | |
"# [[-6,2],\n", | |
"# [2.05,10],[1.1,2.5],[-1.99,0.99],\n", | |
"# [5,80],[0.05,5]],\n", | |
"# [True,False,False,False,False,False,False,False])\n", | |
"\n", | |
"pc_inst = pc.PSFCorrection(delay_compute=True)\n", | |
"pc_inst.psf_r_func = lambda r: Fermi_PSF(r)\n", | |
"pc_inst.sample_psf_max = 10.*spe*(score+stail)/2.\n", | |
"pc_inst.psf_samples = 10000\n", | |
"pc_inst.psf_tag = 'fermi_psf_2GeV'\n", | |
"pc_inst.make_or_load_psf_corr()\n", | |
"\n", | |
"f_ary = pc_inst.f_ary\n", | |
"df_rho_div_f_ary = pc_inst.df_rho_div_f_ary\n", | |
"\n", | |
"n.configure_for_scan(f_ary=f_ary, df_rho_div_f_ary=df_rho_div_f_ary, nexp=1)\n", | |
"\n", | |
"# n.perform_scan(nlive=100)" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"## Analyze" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 7, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"name": "stdout", | |
"output_type": "stream", | |
"text": [ | |
" analysing data from /Users/smsharma/Desktop/JeanTest/chains/HighLat_Example_3br/.txt\n" | |
] | |
} | |
], | |
"source": [ | |
"n.load_scan()\n", | |
"an = dnds_analysis.Analysis(n)" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 8, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"image/png": 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\n", | |
"text/plain": [ | |
"<Figure size 1454.4x1454.4 with 81 Axes>" | |
] | |
}, | |
"metadata": { | |
"needs_background": "light" | |
}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"an.make_triangle()" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 9, | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"from scipy.stats import chi2\n", | |
"\n", | |
"def poisson_interval(k, alpha=0.32): \n", | |
" \"\"\" Uses chisquared info to get the poisson interval.poisson\n", | |
" Stolen from http://stackoverflow.com/questions/14813530/poisson-confidence-interval-with-numpy\n", | |
" \"\"\"\n", | |
" a = alpha\n", | |
" low, high = (chi2.ppf(a/2, 2*k) / 2, chi2.ppf(1-a/2, 2*k + 2) / 2)\n", | |
" if k == 0: \n", | |
" low = 0.0\n", | |
" return low, high\n" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 10, | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"blaz_file = np.load(\"fermi_data/blazar_map.npz\")\n", | |
"blazar_map, th_arr, ph_arr, fluxes = blaz_file['blazar_map'], blaz_file['th_arr'], blaz_file['ph_arr'], blaz_file['fluxes']" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 11, | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"to_include = []\n", | |
"\n", | |
"for i in range(len(th_arr)):\n", | |
" source_pix = hp.ang2pix(nside, th_arr[i], ph_arr[i])\n", | |
" if mask[source_pix] == 0:\n", | |
" to_include.append(i)\n", | |
" \n", | |
"flux_values_reduced = fluxes[to_include]\n", | |
"# flux_values_reduced = sim_map[3]" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 12, | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"flux_min = 1e-12\n", | |
"flux_max = 1e-6\n", | |
"flux_bins = 20\n", | |
"\n", | |
"area_factor = 1. - np.sum(mask) / float(hp.nside2npix(nside))\n", | |
"errors_sigma = [poisson_interval(i) for i in range(10000)]\n", | |
"\n", | |
"\n", | |
"deg = 180 / np.pi\n", | |
"sr = 4 * np.pi\n", | |
"srdeg2 = sr * deg**2 # (180/np.pi)**2\n", | |
"\n", | |
"counts, bin_edges = np.histogram(flux_values_reduced, bins=np.logspace(\n", | |
" int(np.log10(flux_min)), int(np.log10(flux_max)), flux_bins))\n", | |
"\n", | |
"bin_centres = 10**((np.log10(bin_edges[:-1]) +\n", | |
" np.log10(bin_edges[1:])) / 2.)\n", | |
"bin_centers = bin_centres # British to American\n", | |
"bin_width = bin_edges[1:] - bin_edges[:-1]\n", | |
"\n", | |
"x_counts = bin_centres\n", | |
"y_counts = np.array(counts / (area_factor * bin_width * srdeg2))\n", | |
"y_counts_err = np.array(\n", | |
" np.sqrt(counts) / (area_factor * bin_width * srdeg2))\n", | |
"errors = [errors_sigma[count] for count in counts]\n", | |
"error_L = []\n", | |
"error_H = []\n", | |
"for i in range(len(counts)):\n", | |
" error_L.append(counts[i] - errors[i][0] - 10**-8)\n", | |
" error_H.append(errors[i][1] - counts[i])\n", | |
"\n", | |
"error_L = np.array(error_L) / \\\n", | |
" (area_factor * bin_width * srdeg2)\n", | |
"error_H = np.array(error_H) / \\\n", | |
" (area_factor * bin_width * srdeg2)\n", | |
"\n", | |
"x_errors_L = np.array(\n", | |
" [bin_centers[i] - bin_edges[i] for i in range(np.size(bin_centers))])\n", | |
"x_errors_H = np.array(\n", | |
" [bin_edges[i + 1] - bin_centers[i] for i in range(np.size(bin_centers))])\n" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 13, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"<matplotlib.lines.Line2D at 0x1a2ac9a400>" | |
] | |
}, | |
"execution_count": 13, | |
"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": [ | |
"an.plot_source_count_median('iso_np',smin=0.01,smax=1000000,nsteps=10000,color='tomato',spow=2)\n", | |
"an.plot_source_count_band('iso_np',smin=0.01,smax=1000000,nsteps=10000,qs=[0.16,0.5,0.84],color='tomato',alpha=0.3,spow=2)\n", | |
"an.plot_source_count_band('iso_np',smin=0.01,smax=1000000,nsteps=10000,qs=[0.025,0.5,0.975],color='tomato',alpha=0.1,spow=2)\n", | |
"\n", | |
"plt.errorbar(x_counts,x_counts**2*y_counts,xerr=[x_errors_L,x_errors_H],\n", | |
" yerr=x_counts**2*np.array([error_L,error_H]), fmt='o', \n", | |
" color='black', label='3FGL PS')\n", | |
"\n", | |
"plt.yscale('log')\n", | |
"plt.xscale('log')\n", | |
"plt.xlim([1e-13,1e-7])\n", | |
"plt.ylim([1e-14,1e-10])\n", | |
"plt.tick_params(axis='x', length=5, width=2, labelsize=18)\n", | |
"plt.tick_params(axis='y', length=5, width=2, labelsize=18)\n", | |
"plt.ylabel('$F^2 dN/dF$ [counts cm$^{-2}$s$^{-1}$deg$^{-2}$]', fontsize=18)\n", | |
"plt.xlabel('$F$ [counts cm$^{-2}$ s$^{-1}$]', fontsize=18)\n", | |
"plt.title('High Latitudes Isotropic NPTF', y=1.02)\n", | |
"\n", | |
"plt.axvline(1 / exp_mean, ls='--')" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": null, | |
"metadata": {}, | |
"outputs": [], | |
"source": [] | |
} | |
], | |
"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": "3.7.3" | |
} | |
}, | |
"nbformat": 4, | |
"nbformat_minor": 4 | |
} |
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