{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Tutorial 2 for JetSeT v.1.1.2"
]
},
{
"cell_type": "code",
"execution_count": 25,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
""
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"from IPython.core.display import display, HTML\n",
"display(HTML(\"\"))\n",
"\n",
"import matplotlib\n",
"\n",
"from matplotlib import pyplot as plt\n",
"\n",
"import matplotlib.colors as mcolors\n",
"\n",
"font = {'family' : 'sans-serif',\n",
" 'weight' : 'normal',\n",
" 'size' : 18}\n",
"\n",
"matplotlib.rc('font', **font)\n",
"matplotlib.pyplot.rc('font', **font)\n",
"\n",
"\n",
"colors=list(mcolors.TABLEAU_COLORS)\n",
"\n",
"\n",
"import numpy as np\n",
"import warnings\n",
"warnings.filterwarnings('ignore')"
]
},
{
"cell_type": "code",
"execution_count": 26,
"metadata": {},
"outputs": [],
"source": [
"\n",
"\n",
"from jetset.poly_fit import do_log_Parab_FIT,do_linear_fit\n",
"from jetset.loglog_poly_model import LogLinear\n",
"from jetset.model_manager import FitModel\n",
"from jetset.minimizer import fit_SED\n",
"from jetset.data_loader import Data,ObsData"
]
},
{
"cell_type": "code",
"execution_count": 27,
"metadata": {},
"outputs": [],
"source": [
"def n_distr_plot(j,ax,c=None,gmin=None):\n",
" x=my_jet.electron_distribution.gamma_e\n",
" y=my_jet.electron_distribution.n_gamma_e\n",
" ax.plot(np.log10(x),np.log10(y*x*x*x),color=c)\n",
" if gmin is not None:\n",
" ymax=np.log10(y[0]*x[0]*x[0]*x[0])\n",
" ymin=np.log10(y[-1]*x[-1]*x[-1]*x[-1])\n",
" #print('ymax',ymax)\n",
" ax.vlines(np.log10(gmin),ymin=ymin,ymax=ymax,color=colors[ID])\n",
" "
]
},
{
"cell_type": "code",
"execution_count": 28,
"metadata": {},
"outputs": [],
"source": [
"\n",
"\n",
"def get_gamma_3p(j):\n",
" j.electron_distribution.update()\n",
" \n",
" x=np.log10(j.electron_distribution.gamma_e)\n",
" y=np.log10(j.electron_distribution.n_gamma_e)+3*x\n",
" y_p=y.max()\n",
" x_p=x[np.argmax(y)]\n",
" p,err=do_log_Parab_FIT(x,y,x_p,y_p,-1,x_range=[x_p-0.5,x_p+0.5],dy=np.ones(x.size))\n",
" return p\n",
"\n",
"\n",
"def get_pl_slope_n(j,x_range):\n",
" \n",
" x=np.log10(j.electron_distribution.gamma_e)\n",
" y=np.log10(j.electron_distribution.n_gamma_e)\n",
" \n",
" \n",
" p,err=do_linear_fit(x,y,x_range=x_range,dy=np.ones(x.size))\n",
" \n",
" return p,err\n",
" \n",
"\n",
"def get_log_par_peak(x_p,y_p,j,comp,delta_p=[-1,1]):\n",
" c=j.get_spectral_component_by_name(comp)\n",
" x=np.log10(c.SED.nu.value)\n",
" y=np.log10(c.SED.nuFnu.value)\n",
"\n",
" p,err=do_log_Parab_FIT(x,y,x_p,y_p,-0.1,x_range=[x_p + delta_p[0], x_p + delta_p[1] ],dy=np.ones(x.size))\n",
" p,err=do_log_Parab_FIT(x,y,p[0],p[1],p[2],x_range=[p[0] + delta_p[0], p[0] + delta_p[1] ],dy=np.ones(x.size))\n",
"\n",
" return p,err\n",
"\n",
"\n",
"def get_pl_slope_SED_1(j,comp,x_range):\n",
" \n",
" c=j.get_spectral_component_by_name(comp)\n",
" x=np.log10(c.SED.nu.value)\n",
" y=np.log10(c.SED.nuFnu.value)\n",
" \n",
" p,err=do_linear_fit(x,y,x_range=x_range,dy=np.ones(x.size))\n",
" \n",
" \n",
" return p,err\n",
"\n",
"\n",
"\n",
"\n",
"def get_pl_slope_SED_2(j,comp,x_range):\n",
" \n",
" \n",
" c=j.get_spectral_component_by_name(comp)\n",
" x=c.SED.nu.value\n",
" y= c.SED.nuFnu.value\n",
" \n",
" \n",
" data=Data(n_rows=x.shape[0])\n",
" data.set_field('x',x)\n",
" data.set_field('y',y)\n",
" #data.set_field('dy',value=1E-15)\n",
" data.set_meta_data('z',j.parameters.z_cosm.val)\n",
" data.set_meta_data('restframe','obs')\n",
" data.set_meta_data('data_scale','lin-lin')\n",
" \n",
" sed_data=ObsData(data_table=data)\n",
" loglog_poly=LogLinear()\n",
" loglog_pl=FitModel(name=None,loglog_poly=loglog_poly)\n",
" mm,best_fit=fit_SED(loglog_pl,\n",
" sed_data,\n",
" 10**x_range[0],\n",
" 10**x_range[1],\n",
" loglog=True,\n",
" silent=True,\n",
" fitname='spectral-indices-best-fit',\n",
" minimizer='lsb')\n",
" \n",
" par=loglog_pl.get_par_by_name(loglog_poly,'alpha')\n",
" \n",
" #print(par.best_fit_val,par.best_fit_err)\n",
" return par.best_fit_val,par.best_fit_err,loglog_pl\n",
"\n",
"\n",
"\n",
"\n",
"def nu_p_S_delta_approx(my_jet,gp):\n",
" B=my_jet.parameters.B.val\n",
" delta=my_jet.get_beaming()\n",
" z=my_jet.parameters.z_cosm.val\n",
" return np.log10(3.2E6*B*delta/(1+z))+2*gp"
]
},
{
"cell_type": "code",
"execution_count": 29,
"metadata": {},
"outputs": [],
"source": [
"from jetset.plot_sedfit import PlotSED,PlotPdistr,PlotSpecComp\n",
"from jetset.jet_model import Jet"
]
},
{
"cell_type": "code",
"execution_count": 30,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"-------------------------------------------------------------------------------------------------------------------\n",
"jet model description\n",
"-------------------------------------------------------------------------------------------------------------------\n",
"name: jet_leptonic \n",
"\n",
"electrons distribution:\n",
" type: lppl \n",
" gamma energy grid size: 1001\n",
" gmin grid : 2.000000e+00\n",
" gmax grid : 1.000000e+06\n",
" normalization True\n",
" log-values False\n",
"\n",
"radiative fields:\n",
" seed photons grid size: 100\n",
" IC emission grid size: 50\n",
" source emissivity lower bound : 1.000000e-120\n",
" spectral components:\n",
" name:Sum, state: on\n",
" name:Sync, state: self-abs\n",
" name:SSC, state: on\n",
"external fields transformation method: blob\n",
"\n",
"SED info:\n",
" nu grid size :200\n",
" nu mix (Hz): 1.000000e+06\n",
" nu max (Hz): 1.000000e+30\n",
"\n",
"flux plot lower bound : 1.000000e-120\n",
"\n",
" name par type units val phys. bound. min phys. bound. max log frozen\n",
"---------------- ------------------- --------------- ------------ ---------------- ---------------- ----- ------\n",
" gmin low-energy-cut-off lorentz-factor* 2.000000e+00 1.000000e+00 1.000000e+09 False False\n",
" gmax high-energy-cut-off lorentz-factor* 1.000000e+06 1.000000e+00 1.000000e+15 False False\n",
" N emitters_density 1 / cm3 1.000000e+02 0.000000e+00 -- False False\n",
" s LE_spectral_slope 2.000000e+00 -1.000000e+01 1.000000e+01 False False\n",
" r spectral_curvature 1.000000e+00 -1.500000e+01 1.500000e+01 False False\n",
"gamma0_log_parab turn-over-energy lorentz-factor* 1.000000e+04 1.000000e+00 1.000000e+09 False False\n",
" R region_size cm 5.000000e+15 1.000000e+03 1.000000e+30 False False\n",
" R_H region_position cm 1.000000e+17 0.000000e+00 -- False True\n",
" B magnetic_field G 1.000000e-01 0.000000e+00 -- False False\n",
" beam_obj beaming Lorentz-factor* 1.000000e+01 1.000000e-04 -- False False\n",
" z_cosm redshift 1.000000e-01 0.000000e+00 -- False False\n",
"-------------------------------------------------------------------------------------------------------------------\n"
]
}
],
"source": [
"my_jet=Jet(electron_distribution='lppl')\n",
"my_jet.parameters.r.val=1.0\n",
"my_jet.show_model()"
]
},
{
"cell_type": "code",
"execution_count": 31,
"metadata": {},
"outputs": [],
"source": [
"my_jet.set_par('B',val=0.2)\n",
"my_jet.set_par('gamma0_log_parab',val=5E3)\n",
"my_jet.set_par('gmin',val=1E2)\n",
"my_jet.set_par('gmax',val=1E8)\n",
"my_jet.set_par('R',val=1E15)\n",
"my_jet.set_par('N',val=1E3)\n",
"my_jet.set_par('r',val=0.4)"
]
},
{
"cell_type": "code",
"execution_count": 32,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
""
]
},
"execution_count": 32,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"my_jet.eval()\n",
"p=my_jet.electron_distribution.plot()\n",
"p.ax.axvline(4.0,ls='--',c='black',label=r'$\\gamma_0$')\n",
"p.ax.legend()"
]
},
{
"cell_type": "code",
"execution_count": 33,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
""
]
},
"execution_count": 33,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"p=my_jet.electron_distribution.plot3p()\n",
"p.ax.axvline(4.0,ls='--',c='black',label=r'$\\gamma_0$')\n",
"p.ax.legend()"
]
},
{
"cell_type": "code",
"execution_count": 34,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"my_plot=my_jet.plot_model()\n",
"my_plot.rescale(y_max=-11,y_min=-17.5,x_min=9)"
]
},
{
"cell_type": "code",
"execution_count": 35,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"my_plot=my_jet.plot_model(frame='src')\n",
"my_plot.rescale(y_max=44,y_min=38,x_min=9)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Synchrotron trends: full computation and $\\delta$-approx comparison"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Synchrotron trend for $\\gamma_{min}$ "
]
},
{
"cell_type": "code",
"execution_count": 36,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": []
},
{
"name": "stdout",
"output_type": "stream",
"text": []
},
{
"name": "stdout",
"output_type": "stream",
"text": []
},
{
"name": "stdout",
"output_type": "stream",
"text": []
},
{
"name": "stdout",
"output_type": "stream",
"text": []
},
{
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"matplotlib.rc('font', **font)\n",
"\n",
"p=PlotSED(figsize=(18,12))\n",
"ax=p.fig.add_subplot(222)\n",
"my_jet.parameters.gmax.val=1E7\n",
"my_jet.parameters.r.val=1.0\n",
"my_jet.parameters.s.val=2.0\n",
"my_jet.parameters.N.val=500\n",
"my_jet.parameters.z_cosm.val=0.05\n",
"\n",
"my_jet.set_nu_grid_size(500)\n",
"my_jet.set_gamma_grid_size(100)\n",
"my_jet.set_IC_nu_size(100)\n",
"\n",
"size=10\n",
"\n",
"\n",
"#Synch\n",
"nu_p_S=np.zeros(size)\n",
"nuFnu_p_S=np.zeros(size)\n",
"\n",
"\n",
"\n",
"S_index=np.zeros(size)\n",
"S_index_err=np.zeros(size)\n",
"\n",
"my_jet.set_IC_mode('off')\n",
"\n",
"#Switch off sych self-abs\n",
"my_jet.spectral_components.Sync.state='on'\n",
"\n",
"gmin_values=np.logspace(0.1,4.5,size)\n",
"\n",
"\n",
" \n",
"for ID,gmin in enumerate(gmin_values):\n",
" \n",
" \n",
" my_jet.parameters.gmin.val=gmin\n",
" my_jet.set_N_from_nuFnu(nu_obs=8E16,nuFnu_obs=1E-11)\n",
" my_jet.eval()\n",
" x_p,y_p=my_jet.get_component_peak('Sync',log_log=True)\n",
" S_index[ID],S_index_err[ID],loglog_pl=get_pl_slope_SED_2(my_jet,'Sync',[10,13])\n",
"\n",
" \n",
" \n",
" my_jet.plot_model(p,label=r'$\\gamma_{min}$=%2.2e'%gmin,color=colors[ID],auto_label=False,comp='Sync',line_style='--')\n",
" p.add_model_plot(loglog_pl,label=r'pl fit for $\\gamma_{min}$=%2.2e'%gmin,color=colors[ID],line_style='-')\n",
" n_distr_plot(my_jet,ax,c=colors[ID],gmin=gmin)\n",
" \n",
"\n",
"ax.set_xlabel(r'log($\\gamma$)')\n",
"ax.set_ylabel(r'log(n($\\gamma$) $\\gamma^3$)')\n",
"\n",
"p.sedplot.axvline([10],ls='--',c='black')\n",
"p.sedplot.axvline([13],ls='--',c='black')\n",
"\n",
"p.sedplot.scatter(nu_p_S,nuFnu_p_S)\n",
"\n",
"p.rescale(y_min=-18,y_max=-9,x_min=7,x_max=32)\n"
]
},
{
"cell_type": "code",
"execution_count": 37,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
""
]
},
"execution_count": 37,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"S_spectral_index=S_index-1\n",
"\n",
"matplotlib.rc('font', **font)\n",
"\n",
"fig = plt.figure(figsize=(12,8))\n",
"\n",
"ax=fig.add_subplot(111)\n",
"ax.plot(np.log10(gmin_values),S_spectral_index,'-o',label=r'Synch index from fit')\n",
"ax.fill_between(np.log10(gmin_values), S_spectral_index - S_index_err, S_spectral_index + S_index_err,\n",
" color='gray', alpha=0.2)\n",
"ax.set_ylabel('Synch index')\n",
"ax.set_xlabel(r'log($\\gamma_{min}$)')\n",
"ax.axhline(-(my_jet.parameters.s.val-1)/2,ls='--',c='green',label='-(s-1)/2 Synch. theory')\n",
"ax.axhline(1/3,ls='--',c='red',label='1/3 Synch. theory asymp.')\n",
"ax.legend()\n",
"\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Synchrotron trend for the low-energy spectral slope"
]
},
{
"cell_type": "code",
"execution_count": 38,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": []
},
{
"name": "stdout",
"output_type": "stream",
"text": []
},
{
"name": "stdout",
"output_type": "stream",
"text": []
},
{
"name": "stdout",
"output_type": "stream",
"text": []
},
{
"name": "stdout",
"output_type": "stream",
"text": []
},
{
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"matplotlib.rc('font', **font)\n",
"\n",
"p=PlotSED(figsize=(18,12))\n",
"ax=p.fig.add_subplot(222)\n",
"\n",
"my_jet.parameters.gmax.val=1E7\n",
"my_jet.parameters.gmin.val=2\n",
"\n",
"my_jet.parameters.r.val=1.0\n",
"my_jet.parameters.s.val=2.0\n",
"my_jet.parameters.N.val=500\n",
"my_jet.parameters.z_cosm.val=0.05\n",
"\n",
"my_jet.set_nu_grid_size(500)\n",
"my_jet.set_gamma_grid_size(100)\n",
"my_jet.set_IC_nu_size(100)\n",
"\n",
"size=10\n",
"\n",
"\n",
"#Synch\n",
"nu_p_S=np.zeros(size)\n",
"nuFnu_p_S=np.zeros(size)\n",
"\n",
"\n",
"\n",
"S_index=np.zeros(size)\n",
"S_index_err=np.zeros(size)\n",
"\n",
"my_jet.set_IC_mode('off')\n",
"\n",
"#Switch off sych self-abs\n",
"my_jet.spectral_components.Sync.state='on'\n",
"\n",
"s_values=np.linspace(1.5,2.5,size)\n",
"\n",
"\n",
" \n",
"for ID,s in enumerate(s_values):\n",
" \n",
" \n",
" my_jet.parameters.s.val=s\n",
" my_jet.set_N_from_nuFnu(nu_obs=5E13,nuFnu_obs=1E-11)\n",
" my_jet.eval()\n",
" x_p,y_p=my_jet.get_component_peak('Sync',log_log=True)\n",
" S_index[ID],S_index_err[ID],loglog_pl=get_pl_slope_SED_2(my_jet,'Sync',[10,13])\n",
"\n",
" \n",
" \n",
" my_jet.plot_model(p,label=r'$\\gamma_{min}$=%2.2e'%gmin,color=colors[ID],auto_label=False,comp='Sync',line_style='--')\n",
" p.add_model_plot(loglog_pl,label=r'pl fit for $\\gamma_{min}$=%2.2e'%gmin,color=colors[ID],line_style='-')\n",
" n_distr_plot(my_jet,ax,c=colors[ID])\n",
"\n",
"\n",
"ax.set_xlabel(r'log($\\gamma$)')\n",
"ax.set_ylabel(r'log(n($\\gamma$) $\\gamma^3$)')\n",
"p.sedplot.axvline([10],ls='--',c='black')\n",
"\n",
"p.sedplot.axvline([13],ls='--',c='black')\n",
"\n",
"p.sedplot.scatter(nu_p_S,nuFnu_p_S)\n",
"\n",
"p.rescale(y_min=-18,y_max=-9,x_min=7,x_max=34)\n",
"\n"
]
},
{
"cell_type": "code",
"execution_count": 39,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
""
]
},
"execution_count": 39,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"S_spectral_index=S_index-1\n",
"\n",
"matplotlib.rc('font', **font)\n",
"\n",
"fig = plt.figure(figsize=(12,8))\n",
"\n",
"ax=fig.add_subplot(111)\n",
"ax.plot(s_values,S_spectral_index,'-o',label=r'Synch index from fit')\n",
"ax.fill_between(s_values, S_spectral_index - S_index_err, S_spectral_index + S_index_err,\n",
" color='gray', alpha=0.2)\n",
"ax.set_ylabel('Synch index')\n",
"ax.set_xlabel(r's')\n",
"ax.plot(s_values,-(s_values-1)/2,ls='--',c='green',label='-(s-1)/2 Synch. theory')\n",
"ax.legend()\n",
"\n",
"\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Change in the peak frequency of the SED"
]
},
{
"cell_type": "code",
"execution_count": 40,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"(2, 9)"
]
},
"execution_count": 40,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"matplotlib.rc('font', **font)\n",
"\n",
"p=PlotSED(figsize=(18,12))\n",
"ax=p.fig.add_subplot(222)\n",
"\n",
"my_jet.parameters.gmax.val=1E8\n",
"my_jet.parameters.r.val=1.0\n",
"my_jet.parameters.s.val=2.0\n",
"my_jet.parameters.N.val=500\n",
"my_jet.parameters.z_cosm.val=0.05\n",
"\n",
"\n",
"size=10\n",
"\n",
"\n",
"#Synch\n",
"nu_p_S=np.zeros(size)\n",
"nuFnu_p_S=np.zeros(size)\n",
"nu_p_S_delta=np.zeros(size)\n",
"\n",
"\n",
"#e- distr \n",
"g_p_e=np.zeros(size)\n",
"n3g_p_e=np.zeros(size)\n",
"\n",
"\n",
"my_jet.set_IC_mode('off')\n",
"for ID,gamma0_log_parab in enumerate(np.logspace(2.5,4,size)):\n",
" \n",
" my_jet.set_nu_grid_size(100)\n",
" my_jet.set_gamma_grid_size(200)\n",
" my_jet.parameters.gamma0_log_parab.val=gamma0_log_parab\n",
" my_jet.eval()\n",
" x_p,y_p=my_jet.get_component_peak('Sync',log_log=True)\n",
" (nu_p_S[ID],nuFnu_p_S[ID],_),err=get_log_par_peak(x_p,y_p,my_jet,'Sync')\n",
" my_jet.electron_distribution.update()\n",
" g_p_e[ID],n3g_p_e[ID],_=get_gamma_3p(my_jet)\n",
" nu_p_S_delta[ID]=nu_p_S_delta_approx(my_jet,g_p_e[ID])\n",
" \n",
" my_jet.plot_model(p,label=r'$\\gamma 0$=%2.2e'%gamma0_log_parab,color=colors[ID],auto_label=False,comp='Sync')\n",
" \n",
" n_distr_plot(my_jet,ax,c=colors[ID])\n",
" \n",
" \n",
"ax.set_xlabel(r'log($\\gamma$)')\n",
"ax.set_ylabel(r'log(n($\\gamma$) $\\gamma^3$)')\n",
"\n",
"p.sedplot.scatter(nu_p_S,nuFnu_p_S)\n",
"ax.scatter(g_p_e,n3g_p_e)\n",
"\n",
"p.rescale(y_min=-18,y_max=-11,x_min=8.9,x_max=30)\n",
"ax.set_ylim(2,9)"
]
},
{
"cell_type": "code",
"execution_count": 41,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"(0, 1.5)"
]
},
"execution_count": 41,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"\n",
"#plt.plot(nu_p_S, 10**(nu_p_S - nu_p_S_delta))\n",
"#plt.ylim(0,1.5)\n",
"\n",
"\n",
"matplotlib.rc('font', **font)\n",
"\n",
"fig = plt.figure(figsize=(12,8))\n",
"\n",
"ax=fig.add_subplot(111)\n",
"ax.plot(nu_p_S,10**(nu_p_S - nu_p_S_delta),'-o',label=r'$\\nu_p$ S from $\\delta$-approx / $\\nu_p$ S peak from SED fit')\n",
"\n",
"ax.set_ylabel('ratio')\n",
"ax.set_xlabel(r'log($\\gamma_{3p}$ e-)')\n",
"#ax.axvline(4.0,ls='--',c='black')\n",
"ax.axhline(1.0,ls='--',c='red')\n",
"ax.legend(fontsize='large',loc='best')\n",
"ax.set_ylim(0,1.5)\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Trends for the inverse Compton and synchrotron emission"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Changing $\\gamma_{min}$"
]
},
{
"cell_type": "code",
"execution_count": 42,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"matplotlib.rc('font', **font)\n",
"p=PlotSED(figsize=(12,9))\n",
"\n",
"\n",
"my_jet=Jet(electron_distribution='lppl')\n",
"\n",
"my_jet.parameters.gmax.val=1E8\n",
"my_jet.parameters.r.val=1.0\n",
"\n",
"\n",
"for ID,gmin in enumerate([10,5000,10000]):\n",
" \n",
" my_jet.set_gamma_grid_size(200)\n",
" my_jet.set_IC_nu_size(100)\n",
" my_jet.parameters.gmin.val=gmin\n",
" my_jet.set_N_from_nuFnu(nu_obs=1E17,nuFnu_obs=1E-13)\n",
" my_jet.eval()\n",
" my_jet.plot_model(p,label='gmin=%2.2e'%gmin,color=colors[ID])\n"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Changing the turn-over energy"
]
},
{
"cell_type": "code",
"execution_count": 43,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"my_jet=Jet(electron_distribution='lppl')\n",
"\n",
"matplotlib.rc('font', **font)\n",
"p=PlotSED(figsize=(12,9))\n",
"\n",
"my_jet.parameters.gmax.val=1E8\n",
"my_jet.parameters.r.val=1.0\n",
"my_jet.parameters.s.val=2.0\n",
"my_jet.parameters.N.val=500\n",
"my_jet.parameters.z_cosm.val=0.05\n",
"for ID,gamma0_log_parab in enumerate(np.logspace(3,5,5)):\n",
" \n",
" my_jet.set_nu_grid_size(1000)\n",
" my_jet.set_gamma_grid_size(200)\n",
" my_jet.set_IC_nu_size(100)\n",
" my_jet.parameters.gamma0_log_parab.val=gamma0_log_parab\n",
" my_jet.eval()\n",
" my_jet.plot_model(p,label='gammma_0=%2.2e'%gamma0_log_parab,color=colors[ID])\n",
" \n",
"p.rescale(y_min=-20,y_max=-11,x_min=9)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Transition from TH to KN regime for the IC emission: changing the curvature in the high-enegy branch of the emitters"
]
},
{
"cell_type": "code",
"execution_count": 44,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"data": {
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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"my_jet=Jet(electron_distribution='lppl')\n",
"\n",
"matplotlib.rc('font', **font)\n",
"p=PlotSED(figsize=(12,9))\n",
"pe=PlotPdistr()\n",
"pe.fig.set_size_inches(8,6)\n",
"my_jet.parameters.gmax.val=1E8\n",
"my_jet.parameters.gamma0_log_parab.val=5E3\n",
"my_jet.parameters.B.val=.5\n",
"\n",
"my_jet.nu_max=1E30\n",
"my_jet.set_gamma_grid_size(100)\n",
"my_jet.set_IC_nu_size(100)\n",
"\n",
"size=10\n",
"\n",
"nu_p_S=np.zeros(size)\n",
"nu_p_IC=np.zeros(size)\n",
"nuFnu_p_S=np.zeros(size)\n",
"nuFnu_p_IC=np.zeros(size)\n",
"r_S=np.zeros(size)\n",
"r_S_err=np.zeros(size)\n",
"r_IC=np.zeros(size)\n",
"r_IC_err=np.zeros(size)\n",
"r_values=np.linspace(2.0,0.5,size)\n",
"\n",
"\n",
"\n",
"for ID,r in enumerate(r_values):\n",
" \n",
" \n",
" my_jet.parameters.r.val=r\n",
" my_jet.set_N_from_nuFnu(nu_obs=1E10,nuFnu_obs=1E-14)\n",
" my_jet.eval()\n",
" my_jet.plot_model(p,label='r=%2.2e'%r,color=colors[ID])\n",
" x_p,y_p=my_jet.get_component_peak('Sync',log_log=True)\n",
" (nu_p_S[ID],nuFnu_p_S[ID],r_S[ID]),err=get_log_par_peak(x_p,y_p,my_jet,'Sync',delta_p=[0,1])\n",
" r_S_err[ID]=err[2]\n",
" \n",
" x_p,y_p=my_jet.get_component_peak('SSC',log_log=True)\n",
" (nu_p_IC[ID],nuFnu_p_IC[ID],r_IC[ID]),err=get_log_par_peak(x_p,y_p,my_jet,'SSC',delta_p=[0,1])\n",
" r_IC_err[ID]=err[2]\n",
" my_jet.electron_distribution.plot3p(pe)\n",
" \n",
" \n",
"p.rescale(y_min=-14,y_max=-10.5,x_min=10,x_max=29)\n",
"pe.rescale(y_min=0)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"the following plot shows the trend for the S curvature (b) and the IC curvature (both measured over one decade starting from the peak) versus the curvature of the electron distribution (r) "
]
},
{
"cell_type": "code",
"execution_count": 45,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
""
]
},
"execution_count": 45,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"fig = plt.figure(figsize=(12,8))\n",
"\n",
"ax=fig.add_subplot(111)\n",
"ax.errorbar(r_values,r_S,yerr=r_S_err,fmt='-o',label='S curvature')\n",
"ax.fill_between(r_values, r_S - r_S_err, r_S + r_S_err,\n",
" color='gray', alpha=0.2)\n",
"ax.errorbar(r_values,r_IC,yerr=r_IC_err,fmt='-o',label='IC curvature')\n",
"ax.fill_between(r_values, r_IC - r_IC_err, r_IC + r_IC_err,\n",
" color='gray', alpha=0.2)\n",
"\n",
"ax.plot(r_values,-r_values/5, label='b = r/5')\n",
"ax.set_ylabel('spectral curvature')\n",
"ax.set_xlabel(r'e- curvature r')\n",
"#ax.axvline(,ls='--',c='black')\n",
"#ax.axhline(-0.2,ls='--',c='red',label='sync theor. b~r/5')\n",
"ax.legend(fontsize='large')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Transition from TH to KN regime for the IC emission: changing the turnover energy"
]
},
{
"cell_type": "code",
"execution_count": 46,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
""
]
},
"execution_count": 46,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
" \n",
"my_jet=Jet(electron_distribution='lppl')\n",
"\n",
"matplotlib.rc('font', **font)\n",
"p=PlotSED(figsize=(12,9))\n",
"\n",
"size=10\n",
"\n",
"my_jet.parameters.gmax.val=1E8\n",
"my_jet.parameters.r.val=1.0\n",
"my_jet.parameters.s.val=2.0\n",
"my_jet.parameters.N.val=500\n",
"my_jet.parameters.z_cosm.val=0.05\n",
"\n",
"my_jet.set_nu_grid_size(200)\n",
"my_jet.set_gamma_grid_size(200)\n",
"my_jet.set_IC_nu_size(200)\n",
"\n",
"nu_p_S=np.zeros(size)\n",
"nu_p_IC=np.zeros(size)\n",
"nuFnu_p_S=np.zeros(size)\n",
"nuFnu_p_IC=np.zeros(size)\n",
"r_S=np.zeros(size)\n",
"r_S_err=np.zeros(size)\n",
"r_IC=np.zeros(size)\n",
"r_IC_err=np.zeros(size)\n",
"g_p_e=np.zeros(size)\n",
"n3g_p_e=np.zeros(size)\n",
"\n",
"#colors=list(mcolors.CSS4_COLORS)\n",
"\n",
"\n",
"for ID,gamma0_log_parab in enumerate(np.logspace(2.5,5,size)):\n",
" \n",
" \n",
" my_jet.parameters.gamma0_log_parab.val=gamma0_log_parab\n",
" my_jet.eval()\n",
" my_jet.plot_model(p,comp='Sum',label='$\\gamma0$_log_parab = %2.2e'%gamma0_log_parab)\n",
" #with log_log=True, the values are already logarthmic\n",
" x_p,y_p=my_jet.get_component_peak('Sync',log_log=True)\n",
" (nu_p_S[ID],nuFnu_p_S[ID],r_S[ID]),err=get_log_par_peak(x_p,y_p,my_jet,'Sync', delta_p=[0,1])\n",
" r_S_err[ID]=err[2]\n",
" \n",
" x_p,y_p=my_jet.get_component_peak('SSC',log_log=True)\n",
" (nu_p_IC[ID],nuFnu_p_IC[ID],r_IC[ID]),err=get_log_par_peak(x_p,y_p,my_jet,'SSC', delta_p=[0,1])\n",
" r_IC_err[ID]=err[2]\n",
" g_p_e[ID],n3g_p_e[ID],_=get_gamma_3p(my_jet)\n",
" \n",
"p.rescale(y_min=-18,y_max=-11.5,x_min=9)\n",
"\n",
"p.sedplot.scatter(nu_p_S,nuFnu_p_S)\n",
"p.sedplot.scatter(nu_p_IC,nuFnu_p_IC)\n"
]
},
{
"cell_type": "code",
"execution_count": 47,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
""
]
},
"execution_count": 47,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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s6hW8jiciUiJptqWi2QK0MLPIHIYu1cE/pOl0Vx2OH3+874psbceHK+U0pElEpNikpKQAEB8f73GSM6tK+XL89tyGDP5NA+b+sou3v9/A63PX8eo3azm7YVVu6FKPXi1rEBmuqxEiIvmh4iFv84GLgc7413UAwMyigHbA//JxPEBXYGa2trOB/cCqYkkqInIa/fv3B0rnOg/Fwczo1iiebo3iSTmYznvJm3h73nr+8M4i4sqXo39SXW7onEi9uPJeRxURKdF0w3TeJgEO/6JuWd2O/16Ft47vMLNaZtbMzLLew/AVsBX4rZlVyNK3LdAdeM85dzRI2UVEJJv4CpHc0b0RX913ARNv60xS/Sq88vVazn9yNje/+j3/Wb6Voxm5rv0pIhKydOUhD865ZWb2AnCXmb0PfIp/hek/4C8Msi4QNxoYCFyAfw0HnHNHzexu/EXI12b2MlAJ+COwE/jLGfqniIhIFj6fcX6TapzfpBrb9qUxaf5G3p2/gd+9uZDqFSO5tlMC13VOpE5stNdRRURKDBUP+TMMWId/5qPLgRT8q0Y/7JzL889Tzrn3zCwVGAmMwT/z0izgT8453e8gIuKxmpWjuLtnY35/QSNmr9zJ2/M28Px/1/DCf9fQvWl1buySSPem1QnzmddRRUQ8pdmWSgnNtiQiRdG9e3cgdO95KIxNew4HrkZsZOeBdGpXjuK6zolc2ymBGpWivI4nIhI0uc22pOKhlFDxICJFMWnSJACuvfZaj5OUPkczMpm1Yjtvfb+Br1enEOYzejavzo1d6vGbs+Lx6WqEiJQxKh7KABUPIiLeW5dyiHfmb2BK8iZ2HTpCYtUYru+cyDVJdYmvEOl1PBGRYqHioQxQ8SAiRbFx40YAEhISPE5SNqQfy+CzH7bz1nfr+X7tbiLCjF4ta3Jjl3qc3bAqZroaISKll4qHMkDFg4gUhe55CJ41Ow7w9vcbmbpwE/tSj9KwWnlu6JxI/451mb1yJ09+tpIte1OpHRvN/b2a0qd9nbxPKiLiIRUPZYCKBxEpChUPwZd2NINPlm7l7XkbWLB+D2EGYGRk+f9sdEQYo/u2VgEhIiVabsWDFokTEREpBlERYfTrWJepd3Rjxt3nEhURdlLhAJB6NIMnP1vpUUIRkaJT8SAiIlLMmteqxOEjGTm2bdmbeobTiIgUHxUPIiIiQVD7NCtT147VGhEiUnpphWkRkRBw7733eh0h5NzfqynD319G6tGTr0C0qFXJo0QiIkWn4kFEJARcccUVXkcIOcdviv51tqUoEqvG8MWKHUycs46B3ep7G1BEpBBUPIiIhICVK/036TZt2tTjJKGlT/s6J82sdCwjkzveWsgj036gWsVILmtdy8N0IiIFp3seRERCwNChQxk6dKjXMUJeeJiPf13fng6JVRj27mLm/rzL60giIgWi4kFEROQMiooI49WBSSTGxTDk9WRWbN3vdSQRkXxT8SAiInKGxcaUY+JtnSkfGc6g8fPYtOew15FERPJFxYOIiIgH6sRGM/G2zhw+ksHA1+ax59ARryOJiORJxYOIiIhHmtasyCu3JLFxTyqDJ84n9TQLy4mIlBQqHkREQsDIkSMZOXKk1zEkB10axvHcde1YtHEv//fOQo5lZHodSUTktFQ8iIiEgJ49e9KzZ0+vY8hpXNKqFo9d1YqZK3Yw8sPlOOe8jiQikiOt8yAiEgIWL14MQLt27TxOIqdz89n12LE/jX99uYbqlaK456ImXkcSETmFigcRkRAwbNgwAGbPnu1tEMnVPRc1Yfv+NJ6btZrqFSO56ex6XkcSETmJigcREZESwsx44urW7Dp4hIc/Wk58hUguaVXT61giIifongcREZESJDzMx/M3dKBtQix/eHcR89ft9jqSiMgJKh5ERERKmOhyYbw6sBN1q0QzeMJ8Vm0/4HUkERFAxYOIiEiJVLV8OSbe2pmoiDAGvjaPLXtTvY4kIqLiQUQkFDzxxBM88cQTXseQAkqoGsOEWztzMO0YA1+bx77DR72OJCIhTsWDiEgI6NatG926dfM6hhRCi9qVePGWjqzfdZjfvj6ftKNahVpEvKPiQUQkBMyZM4c5c+Z4HUMKqVujeJ6+ti3J6/fwh3cWkZGpReRExBuaqlVEJASMGDEC0DoPpVnvNrVJOZDOI9N+5KGPlvPXPq0wM69jiUiIUfEgIiJSSgw6pwHbD6QzbvbP1KwUxR96NPY6koiEGBUPIiIipcgDvZqyfX8aT3+xiuoVI7muc6LXkUQkhKh4EBERKUXMjL/3a8Oug0cY8cEy4ipEclGLGl7HEpEQoRumRURESpmIMB9jb+xA6zqVuevthSxYr1WoReTMUPEgIhICnn32WZ599lmvY0gxKh8ZzmuDOlGrchSDJyazZodWoRaR4FPxICISAtq1a0e7du28jiHFLK5CJK/f1oVwn4+Br81n2740ryOJSBmn4kFEJATMnDmTmTNneh1DgiAxLoYJt3ZiX+pRBo2fx75UrUItIsGj4kFEJAQ8/vjjPP74417HkCBpVacy/76pIz/vPMiQ15O1CrWIBI2KBxERkTLgN43jGXNNW75fu5t7Ji/WKtQiEhSaqlVERKSMuKpdHXYeSOfxT1YQX+EHHr2ypVahFpFipeJBRESkDPntuQ3ZcSCdl/73CzUqRfH7C87yOpKIlCEqHkRERMqYBy9pxo79aTz52UqqV4zkmqQEryOJSBmh4kFEJAS8+OKLXkeQM8jnM/7Rvy27Dh3hwfeXEV8hkguaVfc6loiUAbphWkQkBDRt2pSmTZt6HUPOoHLhPsbd1JHmtSpy51sLWbRhj9eRRKQMUPEgIhICpk2bxrRp07yOIWdYhchwxg/qTLWKkdw2YT6/7DzodSQRKeVUPIiIhICnnnqKp556yusY4oFqFSN5/bbO+My45bV57NivVahFpPBUPIiIiJRx9ePLM/7WTuw+dISB4+ezP02rUItI4ah4EBERCQFt6sYy9sYOrN5+gN+9sYD0Y1qFWkQKTsWDiIhIiOjetDr/6N+GOT/v4t7JS8jUKtQiUkCaqlVERCSE9O1Qlx0H0vnbjJ+oVjGSh3u30CrUIpJvKh5ERELAG2+84XUEKUGGnteQ7fvTGP/tOmpWimLo+Y28jiQipYSKBxGREJCQoBWG5VdmxkOXt2DHgXRGB65A9O1Q1+tYIlIK6J6HfDCzW8xskZmlmtl2M3vFzKoV4PgJZuZO8+gfzOwiIgCTJk1i0qRJXseQEsTnM54e0JauDeN4YMpSvlq10+tIIlIKqHjIg5n9EZgI7APuBl4ErgNmm1n5Ap7u5hwe84ovrYhIzsaNG8e4ceO8jiElTGR4GC/e0pHGNSpyx5sLWLppr9eRRKSE07ClXJhZPPA4MB/o4ZzLCOyfD3yMv5h4Ir/nc869GYycIiIihVUpKoKJt3bi6rFzuHX8fKbe0Y368QX925iIhApdechdHyAG+NfxwgHAOTcN+AW4qSAnM79KZqafu4iIlBjVK0Xx+uDOZDrHLa/NY+eBdK8jiUgJpS+xuesUeJ6bQ9t3QDMzq1CA8+0LPFLN7Asz61LUgCIiIsWhUbUKvDaoEzsPpHPrhHkcTD/mdSQRKYFUPOSuduB5cw5tmwHL0ic324BngDuAq/EPdUoCvjaznqc7yMyGmFmymSXv3Kkb2UREJLjaJ1bhhRvbs2LrAe54cwFHjmV6HUlEShhzruyvLmlmscCwAhzynHNut5nNAi4EwpxzJ/0GNbPHgIeA9s65xYXI1BhYDGxxzjXOq39SUpJLTk4u6NuIiACQkpICQHx8vMdJpDSYnLyRB6YspU+72jw9oB0+nxaREwklZrbAOZeUU1uo3DAdC/ylAP3fBHYDhwOvI4HUbH2iAs+HKQTn3GozmwwMMrMmzrlVhTmPiEh+qGiQghiQlMDOA+k8+dlKqleKYsRlzb2OJCIlREgUD865dfiHGBXUlsBzHWBNtrY6gMvSpzDWBZ7jARUPIhI0EyZMAGDQoEGe5pDS487ujdi+P42X/vcL1StG8ttzG3odSURKAN3zkLv5geeuObR1AVY65w4W4fzHhyttL8I5RETyNGHChBMFhEh+mBl/uaIll7aqyeOfrOCjxTnd/icioUbFQ+4+wj9c6S4zCzu+08yuABoBb2XtbGbxZtbMzCpn2VfezKLIxszaA9cAK5xzPwfrHyAiIlJYYT7jmWvb0blBVe57bwnfrE7xOpKIeEzFQy6cczvx3xTdGZgZmP3oUeAd4Cfg2WyH3AWswD+j0nGNgbVmNs7M7jGzoWY2Fv/0rxnAkGD/O0RERAorKiKMl29JomF8BYa+kczyzfu8jiQiHlLxkAfn3FPArUBV4Dn8061OBs7P55ClbcBM4ALgEeB5oDcwCejgnPsmCLFFRESKTeXoCCbe1pnK0REMGj+fDbsKNVeIiJQBITFVa1mgqVpFpCi6d+8OwOzZsz3NIaXbmh0H6DduLlViIphyRzfiK0R6HUlEgiC3qVp15UFEJAR8+umnfPrpp17HkFLurOoVeW1QElv3pTF4wnwOaRVqkZCj4kFEJATExMQQExPjdQwpAzrWq8rzN3Rg2eZ93PnWQo5maBVqkVCi4kFEJASMHTuWsWPHeh1DyoiLWtTgr1e35qtVO/nT1KVoCLRI6AiJReJERELd5MmTAbjzzjs9TiJlxfWdE9mxP51nZq6iRqUo/nRJM68jicgZoOJBRERECuUPPc5i+4E0xs3+meoVI7n1nAZeRxKRIFPxICIiIoViZoy6qhUpB9J5bPqPVKsYSe82tb2OJSJBpHseREREpNDCfMZz17enY2IV7pm0hDk/axVqkbJMxYOIiIgUSVREGK8MTKJeXAxDX1/Aj1v2ex1JRIJExYOISAiYPXu2FoiToIqNKcfE2zpTPjKcQePnsXG3VqEWKYtUPIiIiEixqB0bzeuDO5N2NIOB4+ex+9ARryOJSDFT8SAiEgLGjBnDmDFjvI4hIaBJjYq8MrATm/akctuE+Rw+olWoRcoSFQ8iIiFg+vTpTJ8+3esYEiI6N6jKc9e1Z+mmvdz19iKOaRVqkTJDxYOIiIgUu0ta1eSxq1rx5U87GPHBMq1CLVJGaJ0HERERCYqbzq7Hjv1pPPflGmpUiuLei5t6HUlEikjFg4iIiATNHy9qwvb96fzryzVs3ZvK3F92s2VvKrVjo7m/V1P6tK/jdUQRKQAVDyIiISA6OtrrCBKizIy/Xt2KZZv3MmXh5hP7N+9NZfj7ywBUQIiUIioeRERCwIwZM7yOICEsPMzH3sNHT9mfejSDJz9bqeJBpBTRDdMiIiISdFv3peW4f8ve1DOcRESKQsWDiEgIGDVqFKNGjfI6hoSw2rE5D5073X4RKZlUPIiIhIBZs2Yxa9Ysr2NICLu/V1OiI8JO2ucz+GPPxh4lEpHCUPEgIiIiQdenfR1G921NndhoDKgSE0Gmgzk/79IaECKliG6YFhERkTOiT/s6J90c/c+Zq3lm5irqx5fnDz10BUKkNFDxICIiIp74Q4+zWL/rEE9/sYp6cTFc1U6zLomUdCoeRERCQFxcnNcRRE5hZozu15pNe1O5/72l1ImNJql+Va9jiUguTOMMS4ekpCSXnJzsdQwREZFit+fQEfqOm8O+1KN8cGc36sWV9zqSSEgzswXOuaSc2nTDtIiIiHiqSvlyvDaoE5nOceuE+ezLYUE5ESkZVDyIiISA4cOHM3z4cK9jiJxWg/jyvHhTRzbuPszQN5M5cizT60gikgMVDyIiIWDu3LnMnTvX6xgiuerSMI6/92vDd7/s5s8fLNMUriIlkG6YFhERkRKjb4e6rEs5xHNfrqF+fHl+f8FZXkcSkSxUPIiIiEiJ8seLmrBu12Ge/Gwl9eJi6N2mtteRRCRAw5ZERESkRDEz/tG/DUn1qnDP5CUs3LDH60giEqDiQUQkBNStW5e6det6HUMk36Iiwnjx5o7UrBTF7ROT2bj7sNeRRASt81BqaJ0HEREJRWt2HKTv2G+pXimKqXd0o3J0hNeRRMo8rfMgIiIipdJZ1Svw75s7si7lEHe+tYCjGZrCVcRLKh5ERELAsGHDGDZsmNcxRAqlW6N4RvdtzbaFI40AACAASURBVLdrdvHQh8s1hauIhzTbkohICFi8eLHXEUSK5JqkBNbtOsQL//2Z+vHl+d35jbyOJBKSVDyIiIhIqXDvRU1Zv+swf5vxE/WqxnBp61peRxIJORq2JCIiIqWCz2eMuaYt7RNjGTZpMYs37vU6kkjIUfEgIiIipUZURBgv35JEtYqR/HZiMpv2aApXkTNJxYOISAho0qQJTZo08TqGSLGIrxDJ+EGdSD+WweAJyexPO+p1JJGQoXUeSgmt8yAiInKyb1anMGj8PLqdFc9rA5MID9PfREWKg9Z5EBERkTLnN43jebxPK/63aid/+fgHTeEqcgZotiURkRAwZMgQAF566SWPk4gUr+s6J7J21yFe/OoXGsSX57fnNvQ6kkiZpuJBRCQErFq1yusIIkHzp17N2LDrMH/9dAUJVWPo1bKm15FEyiwNWxIREZFSzecznh7QjjZ1Yxn27mKWbdrndSSRMkvFg4iIiJR60eXCePmWjlQtX47BE+ezZW+q15FEyiQVDyIiIlImVK8YxWuDOpF6JIPbJsznYPoxryOJlDkqHkREQkC7du1o166d1zFEgq5pzYq8cGMHVu84yF1vL+RYRqbXkUTKFK3zUEponQcREZH8e+v79fz5g+UM7FqPR69q5XUckVIlt3UeNNuSiIiIlDk3dqnHupRDvPz1WurHl+fWcxp4HUmkTNCwpTyY2VAze8vMfjKzDDMr1KUaM+tiZjPN7ICZ7Tez/5iZxhCIyBlx0003cdNNN3kdQ+SMevDS5lzUogajpv/IrBXbvY4jUiaoeMjbcOBKYAewpTAnMLOzga+ABsDDwF+AxsDXZta6mHKKiJzWpk2b2LRpk9cxRM6oMJ/xz+va0bJ2Zf7vnUUs36wpXEWKSsVD3roDlZ1z5wFLCnmO54AjwHnOuWecc88A5wEOeKpYUoqIiMgpYsqF88rAJCpHRzB44ny27UvzOpJIqabiIQ/OuXXOuUJP1WBmZwGdgPecc5uznHcz8B7Q08y0FKaIiEiQ1Kjkn8L1YNoxBk+czyFN4SpSaCoegq9T4HluDm3fAQZ0PHNxREREQk/zWpV4/oYOrNi6n7vfXURGpmabFCkMFQ/BVzvwvDmHtuP76uR0oJkNMbNkM0veuXNnUMKJSGjo2rUrXbt29TqGiKcuaFadR65sycwVO3j8kx+9jiNSKoXEVK1mFgsMK8AhzznndhfT28cEntNzaEvL1uckzrmXgJfAv85DMeURkRA0evRoryOIlAi3dK3P2pRDjP92HQ3iy3NL1/peRxIpVUKieABi8c9wlF9vAsVVPBwOPEfm0BaVrY+IiIgE2cjLW7Bx92Ee+fgHEqrGcEHT6l5HEik1QmLYUuCmZyvAY00xvv3x6V1zGpp0fF9OQ5pERIpNv3796Nevn9cxREoE/xSu7WleqxJ3vbWQFVv3ex1JpNQIieLBY/MDzzkNNj4b/3StC85cHBEJRbt27WLXrl1exxApMcpHhvPqwE5UjIpg8IT57NivKVxF8kPFQzEys3gza2ZmlY/vC1zFSAauMbPaWfrWBq4BvnTObTvzaUVEREJbzcpRvDooib2pRxk8MZnDRzSFq0heVDzkwcyuMLORZjYSOCuwb2TgcVe27ncBK4Crs+2/G/89D1+b2TAzGwZ8jf/nf29w/wUiIiJyOi1rV+Zf17fnhy37GPbuYk3hKpIHFQ956weMCjyaBvYdf31ffk7gnJuDf6XqdcDjgWPX4F9xurCrVouIiEgx6NG8BiMvb8HnP27nbzNWeB1HpEQLldmWCs05NwgYlM++jwCPnKZtLtCjmGKJiBRIjx769SOSm1vPqc+6XYd4+eu11I8vz41d6nkdSaREUvEgIhICHnroIa8jiJRoZsbDvVuwYfdhHv7oB+pWieH8JtW8jiVS4mjYkoiIiAgQHubj+Rs60Lh6BX7/1kJWbjvgdSSREifoxYOZNTGzq81sqJkNCWw3Dvb7iojIry699FIuvfRSr2OIlHgVIsN5bVAnYsqFcduE+ew4oClcRbIKSvFgZs3N7J9mtgX/7ENTgHHAvwPbP5nZFjN71syaByODiIj8KjU1ldTUVK9jiJQKtWOjeXVgJ3YfOsLtry8g9UiG15FESoxiLR7MrJGZTQGWA4OBJcCjwC3AZcDlge3HAm2/BZab2Xtm1rA4s4iIiIgUVuu6lfnnde1Yumkv90xeTKamcBUBiv+G6R+BZfhnJ3rfOXcot85mVh7oD/whcGxUMecRERERKZSLW9bkz5c15/FPVvCPz1by4KXNvI4k4rniLh4GOOc+ym/nQHExEZhoZlcVcxYRERGRIhn8mwasTTnEv7/6mfpxMVzXOdHrSCKeKtbioSCFQ3EeKyIiuevdu7fXEURKJTPj0StbsnFPKiM/XE5C1RjOOSve61ginjHnNIavNEhKSnLJyclexxAREQlJB9KO0n/cXLbsS+X9O7rRuEZFryOJBI2ZLXDOJeXUdsbXeTAzTVkgIiIipUrFqAheHZREZHgYt06YT8rBdK8jiXjCi0XizIP3FBEJad27d6d79+5exxAp1epWieGVgUmkHEzn9teTSTuqv4dK6PGieNA4KRERESmV2iXE8syAdizasJd731uiKVwl5BTohmkz6wpcCbQDqgB7gMXAdOfct8UfT0RERKRkubR1LR68tBl/m/ETDeLKc1+vpl5HEjlj8lU8mNmFwJNALPBf4AtgP1AJaAG8YWZ7gfucc18GKauIiIhIiTD0vIasSznE8/9dQ724GK5JSvA6ksgZkd8rD38G7nXOzT5dBzO7ABgJqHgQERGRMs3MGNWnFZv2pDLig2XUrRJD10ZxXscSCbp83fPgnOuRW+EQ6PNf51yPYkklIiLFasCAAQwYMMDrGCJlSkSYjxdu7ED9uPL87s0F/LzzoNeRRIIuz3UezKwlsNo5dyTPk5k1AHY55/bn0ifDORdW4KQhTus8iIiIlEwbdx+mzwvfUiEqnA/uPIeq5ct5HUmkSIq6zsNEAtOrmtlVZvajmU01sxrZ3mQy8BIwycw+MrPaRQ0uIiLF4/Dhwxw+fNjrGCJlUkLVGF4emMS2fWkM0RSuUsblp3g44Jw7vhLKk8BQ4HXghWz96jjnLnLOXQo8DLxSfDFFRKQoLrvsMi677DKvY4iUWR0Sq/D0gHYkr9/Dn6YuJa+RHSKlVX6Kh2NmVsHM2gApzrmvnXMf4Z+qNatNZpYI4JxbQgGngRUREREpzS5vU4v7ezXlo8VbeGbmaq/jiARFfr7gPwrMxV8s/DnL/grZ+jUDFprZx/gXglthZuXyc6+EiIiISFlwZ/dGrE05xHOzVlM/Loa+Hep6HUmkWOVZPDjnvjGz9kA159xWADNrCqzO1q+tmZUDWgFt8S8kN8PMYpxzXYs/uoiIiEjJYmY8cXVrNu9J5U9Tl1InNpouDTWFq5Qd+Z2q9ViWwuEq4PfAbjM7L1u/I865hc658c65uwNTvKpwEBERkZBRLtzHv2/qSELVGIa+uYC1KYe8jiRSbPJVPGRzH5ACpAHvmtm/zSyoU6+aWQMzqxTM9xARKcsGDRrEoEGDvI4hEjIqx0QwflAnfGbcNmE+ew5pFLeUDXmu85DrwWax+KdyPQYMcM7lOTdZQdd5CEwBWyXwHkeAO5xzWwoZudTSOg8iIiKlT/K63dzw8ve0S4zljcGdiQzXUldS8hV1nYfTcs7tBfoAe4BXi3KuXGgKWBGRIkpJSSElJcXrGCIhJ6l+VZ68pg3z1u5m+NRlmsJVSr0CT6dqZoOBhMCjbpbtGGBQcYYL2GRmic65Dc65JWamKWBFRAqof//+AMyePdvbICIh6Kp2dVi/6zBPf7GK+vHl+UOPxl5HEim0wnwRvxvYFHh8m2V7YzHmykpTwIqIiEip9n8XnsW6XYd4+otV1IuL4ap2dbyOJFIo+S4ezKyGc267c65NMANlpylgRUREpLQzM0b3bc2mPanc/55/Ctek+lW9jiVSYAW58vCDma0BPgY+cs79UJQ3NrN6+BedywSecc6tDOx/2jl3T9a+gasMCwMPERERkVInMjyMF2/qSN9xcxj42jwqRIWzY386tWOjub9XU/q019UIKfkKcsN0DWA4UA34yMx+NrNnzezCQk7V+jIwBZgMvGZmVwT2twcws9Zm9rqZ3WtmSWb2nZnNMrO2hXgvEREREc9VKV+OGzoncuhIBtv3p+OAzXtTGf7+Mj5ctNnreCJ5yveVh8A0rP8NPP5oZi2BK4G/Ao3N7HP8VyU+cc4dyMcpI51znwOY2XfAm2ZWG/99DQDjgIeASsBUoDewHxgPXJjf3CIiAnfccYfXEUQkYMKcdafsSz2awZOfrdTVBynxCj1zUWDY0g/AaDOrDlwBXI9/BqYx+TiFz8wqOef2O+cOm9k1+Kd77RxoP+ac+y+AmT3gnFsW2NYcZyIiBXTttdd6HUFEArbsTS3QfpGSJM/iwcwinXPpufVxzu3A/8W/IGs93A5EZDlHBjDIzN4J7IrI0ndolm1N1SoiUkAbN/onxEtISPA4iYjUjo1mcw6FQu3YaA/SiBRMfu55mGBmF2XdYWY1zaxyUd7YOfeTc25XtvNOB9YGXvY3Mwv0XR5oL4d/KJOIiBTAzTffzM033+x1DBEB7u/VlOiIk28XNYN7L9L6D1Ly5ad4qOec+yLbvmjgzSDkmQd8b2bPAqku2zKMzrkjzrn/BeF9RURERM6IPu3rMLpva+rERmNA1ZgInIOt+3Md6CFSIuRnCFBm9h3OubVmFlvcYZxzj5nZK8DfgNVm9hgwNjCkSURERKRM6NO+zkk3R//+rYX8c+ZqLmpRgyY1KnqYTCR3+bnysMTMBufnWDNrYGaVihLIObfFOXcLcBlwLbDczC4ryjlFRERESrJHr2pJhahw7n9vCccyTvm7rUiJkZ/i4X7gEjP71MxuN7OrzOzfwPysncxsMvASMMnMPgpMu1pg5tcQiMc/RWs0MM3MfjCzN8zs/sKcV0RERKSkiq8QyairWrFk0z5e/npt3geIeCTPYUvOucPANWbWGegDtAO+A17P1rWOc+4cgMBCbq/gv3qQb2b2AjAYSAfWAKuAiYHnA0Abfp3KVURE8unee+/1OoKI5OHyNrX4ZFlNnvliFT2bV6exhi9JCWTZ7kk+tYPZhcAy59zOPPpNAu53zm0IvP7cOXdxDv0ynHM5rkhtZruBC51zi/P7DwgVSUlJLjk52esYIiIiEkQpB9O56OmvSIwrz9TfdSU8LD+DRESKl5ktcM4l5dSWn0/kdfiHDa02s8/MbIyZ3WJm7bL1awYsNLPXzOxVYEVgatWCiFPhICJS/FauXMnKlSu9jiEieYivEMljV7Viyca9vPKNhi9JyZOfYUtDjm+bWSP8Q4fa4F9R+pos/doGioVWQFv8w5tmmFmMc65rfsJkn5pVRESKx9Ch/rU2Z8+e7W0QEclT7za1+GTpVp4ODF86q7qGL0nJUaBrYc65n/FP3RoPbDWz87K1H3HOLXTOjXfO3e2c65HfwkFEREREwMwY1acV5cuFcd97S8nI1N9WpeQozEC6+4CdQBrwrpn928xyvIdBRERERAquWsVIHr2qFYs37uWVr3/xOo7ICQUuHpxz5zrnHnPOPQC0AGoBk1VAiIiIiBSfK9rUolfLGjz1xSrW7DjodRwRoHBXHk5wzu3FP33rHuDVYkkkIiIiIieGL8WUC+P+KUs0fElKhDxvmM4usNp0QuBRN8t2DDCoOMOJiEjxGDlypNcRRKQQqleM4tErW3L3u4t57Zu13H5eQ68jSYgrcPEA3A1sCjy+zbK9sRhziYhIMerZs6fXEUSkkK5sW5tPlm5lzOcrubB5dRpVq+B1JAlhhbnnoY1z7jLn3JDAvQ+vOec+d86tCEZAr5nZUDN7y8x+MrMMMyvwNUMzm2Bm7jSP/sHILSKS1eLFi1m8WMvoiJRGZsbjV7ciKiKM+9/T8CXxVmGuPISa4UAcsAgoj3+oVmHdnMO+eUU4n4hIvgwbNgzQOg8ipdXx4UvDJi1m/Ldr+e25Gr4k3shX8WBm7wGjnHNLc+nTFnjIOVfW/pLeHdjgnMs0s+kUoXhwzr1ZbKlEREQkpFzVrjafLNvKk5+t5MJm1Wmo4UvigfwOW5oMTDWzhWb2DzMbZGZ9A8//MLNFwHvAu8GL6g3n3DrnXGZxnMv8KplZkWa5EhERkdBjZvy1T2D40hQtHifeyNeXWOfce0ATYCRQGbgD+FvguXJgf1Pn3JQg5Swr9gUeqWb2hZl18TqQiIiIlB7VK0XxyJUtWLB+D+O/Xet1HAlB+b7nwTnngE8Dj6KwIh5fGm0DngEWAIeAtsAw4Gszu8w5N9PLcCIiIlJ69GlXh0+W+ocv9Whegwbx5b2OJCHE/DVB2WZmsfi/rOfXc8653TmcZzpwuXOuyAWQmTUGFgNbnHONT9NnCDAEIDExseP69euL+rYiEqLmzJkDQLdu3TxOIiLFYcf+NHo+/RVNalRk0tCuhPlC8W+zEixmtsA5l5RjW3EWD2bWwzk3q5DH9gzWX+DNrD5QkGt7jZ1za3I4T7EVD4Hzjce/sF5T59yq3PomJSW55OTk4nhbERERKQPeX7iJeyYv4aHeLRj8mwZex5EyJLfiobhv3P2PmX1pZr3NLCwfwSLM7Goz+4qiD4c6rcBNz1aAxymFQ5CsCzzHn6H3E5EQNWfOnBNXH0SkbLi6fR16NKvOk5/9xNqUQ17HkRBR3MVDe+AY8DGwNbC42t2BYqKbmZ1jZleY2T1mNhnYCkwBDgPtijlLaXB8uNJ2T1OISJk3YsQIRowY4XUMESlGZsYTfVtTLszHA1OWkKnZl+QMKNZF4pxzy4GLzawrcCdwFXA9kP3TbMB+4H1gnHNufnHm8IqZxeO/irDVObcvsK88kOGcS8vWtz1wDbDCOffzGQ8rIiIipV6NSlH85YqW3PveEibOXcet52j4kgRXUFaYds7NBeYGhi51BFoA1fAXETuB5cCi4lo/IZjM7Ar8syMBnBXYNzLweq9z7vks3e8C/gLcCkwI7GsMzDCzD4HV/Drb0m1ABoEbokVEREQKo2+HOnyybCt//89PXNC0OvU1+5IEUVCKh+OccxnAvMCjtOoHDMy2b1TgeT3wPLnbBswELgBuBKLxD9eaBIx2zv1UfFFFREQk1JgZT1zdmoue+YoHpizl3SFn49PsSxIkWuk4D865QbncWF0/W99HAvsnZNm3zTl3s3OumXOuknMuwjmX6JwbqMJBREREikPNylE83LsF89bt5vW567yOI2VYUK88mNmXeXRxQCqwAfgc+MiFwsITIiJn2LPPPut1BBEJsv4d6/Lpsq38/T8ruaBZderFafiSFL+gLhJnZuvwD9OpFti1N/AcG3jeif/qRxz+QuJb4FLnnOYby0brPIiIiEhetu1L46JnvqJFrUq8c7uGL0nhnMl1HrLrjn8a1ieBGs65qs65qkANYAz+m4eT8M9Q9BTwG+DhIGcSEQk5M2fOZObMoKzDKSIlSM3KUTzUuwXfr93NG9+t9zqOlEHBvvLwAXDIOXfTadrfBGKcc30Dr6cBzZ1zZwUtVCmlKw8iUhTdu3cHYPbs2Z7mEJHgc84xaPx85q3dzWfDziMxLsbrSFLKeHnl4QLg61zavwEuzPJ6JlA3qIlEREREyjAz42/9WhPuMx6YqsXjpHgFu3gwoFku7c0CfY7LwH8DtYiIiIgUUq3K0TzUuwXf/bKbt77X8CUpPsEuHmYCd5jZddkbzOx64HfAF1l2JwHrgpxJREREpMy7Jqku5zWpxugZP7Fx92Gv40gZEezi4R78Myq9ZWabzGx24LEJeBNIAe4FMLMooB7wepAziYiIiJR5Zsbf+rbGZ8b9UzR8SYpHsFeYXm9mbYEHgd5Al0DTOuBt4O/OuV2Bvmn475EQEZFi9uKLL3odQUQ8UDs2mpGXN+fB95fx1rwN3Hx2Pa8jSSkX1NmWpPhotiUREREpDOcct7w2jwXr9/DZsPNIqKrZlyR3Xs62JCIiJcC0adOYNm2a1zFExAP+2Zfa4DPjT1OXaviSFEnQiwczK29mj5rZUjM7GHgsNbNHzEzrpouInAFPPfUUTz31lNcxRMQjdWKj+fPlzZnz8y7enrfB6zhSigW1eDCzqsA84CGgJrAo8KiBfyXpeYE+IiIiIhJE13VK4NzG8Yz+dIVmX5JCC/aVh8fwr+VwF1DLOXeuc+5coDbwe6Ap8EiQM4iIiIiEvOPDl8yMB99fiu57lcIIdvFwJfCKc26scy7j+E7nXIZzbhzwGtAnyBlEREREBP/wpRGXNefbNRq+JIUT7OKhBv5hSqezMNBHRERERM6A6zsn8Juz4nnikxVs2qPhS1IwwS4etgPtc2lvH+gjIiJB9MYbb/DGG294HUNESgD/8KXWADw4dZmGL0mBBLt4mAYMNrOhZnbivczMZ2ZDgNuAj4OcQUQk5CUkJJCQkOB1DBEpIepWiWHE5c35Zk0K787f6HUcKUWCXTw8DPwCjAW2mNlXZvYVsAUYF2j7S5AziIiEvEmTJjFp0iSvY4hICXJD50S6NYrjr5+sYPPeVK/jSCkR1OLBObcLSAL+BuwCOgUeKcBooFOgj4iIBNG4ceMYN26c1zFEpAQxM/7erw2ZzvHgVM2+JPkT9EXinHP7nXN/ds61dM7FBB6tnHMjnXP7g/3+IiIiIpKzhKoxDL+sOV+vTmGShi9JPgS9eBARERGRkuvGzol0bRjH4xq+JPkQXpwnM7NbCnOcc+714swhIiIiIvnj8xn/6N+GXs/+j+HvL2PirZ0wM69jSQlVrMUDMAFwQEE+cQ5Q8SAiIiLikYSqMQy/tBkPffQDk5M3cm2nRK8jSQlV3MXDBcV8PhERKQZTpkzxOoKIlHA3dqnHJ8u28vj0FZzbuBq1Y6O9jiQlkOnO+tIhKSnJJScnex1DREREyrANuw5zyT//R6f6VZmg4Ushy8wWOOeScmrTDdMiIiFgwoQJTJgwwesYIlLCJcbF8OClzfhq1U7eW7DJ6zhSAql4EBEJASoeRCS/bupSjy4NqjJq2o9s3afZl+RkKh5ERERE5ITjsy8dy3QMf3+ZFo+Tk6h4EBEREZGT1Isrz58uacrslTuZouFLkoWKBxERERE5xS1d69O5QVUem/4j2/aleR1HSggVDyIiIiJyCp/PeLJ/G45mZDLiAw1fEj8VDyIiIeDTTz/l008/9TqGiJQy/uFLzfjypx1MXbjZ6zhSAqh4EBEJATExMcTExHgdQ0RKoYFd69O5flUenfaDhi+JigcRkVAwduxYxo4d63UMESmFjs++pOFLAioeRERCwuTJk5k8ebLXMUSklKofX54HevmHL32wSMOXQpmKBxERERHJ06Bu9elUvwqPfPwD2/dr+FKoUvEgIiIiInnyD19qS/qxTEZo8biQpeJBRERERPKlQXx57u/VlFk/7eDDxRq+FIpUPIiIiIhIvt16TgOS6lXhkY9/ZIeGL4UcFQ8iIiFg9uzZzJ492+sYIlIGhAVmX0o7msGID5Zr+FKIUfEgIiIiIgXSsFoF7u/VlJkrtvPR4i1ex5EzSMWDiEgIGDNmDGPGjPE6hoiUIbee04CO9arwl49/YMcBDV8KFSoeRERCwPTp05k+fbrXMUSkDMk6fOnPGr4UMlQ8iIiIiEihNKpWgfsubsoXP27n4yUavhQKVDyIiIiISKHd9psGtE+M1fClEKHiQUREREQKLcxnPNm/LYePZDBSw5fKPBUPIiIhIDo6mujoaK9jiEgZdVb1Ctx3cRM+/3E705Zu9TqOBFG41wFERCT4ZsyY4XUEESnjBv+mITOWb+MvHy2na8M4qlWM9DqSBIGuPIiIiIhIkfmHL7Xh0JEMHvpQw5fKKhUPuTCzOmY23My+MrOtZnbIzH4wsyfNLK6A5+piZjPN7ICZ7Tez/5hZu2BlFxHJatSoUYwaNcrrGCJSxp1VvSL3XNSE//ywjekavlQmqXjI3RXAI8Au4ElgGDAn8LzIzGrm5yRmdjbwFdAAeBj4C9AY+NrMWhd/bBGRk82aNYtZs2Z5HUNEQsDt5zakXUIsD3+0nJSD6f/f3p2HR1GlfR//3kkgJOw7EjaVnbBpnAGVTUFBQUFQH0d8hxFxGX0UZWREGfdRH0EdXMedUWdUVERBAUVFojIqYICgLCpEZF9lS5CQ8/7RnRhCk3QnnVR3+ve5rr7KrjpVdTfHgr77bF6HI2Gm5KF46UBL59wFzrmHnXPPOufGANcAzYG/BHmdR4Ffgd7OuUecc48AvQEHPFQegYuIiIh4IT7OmHyhr/vS7e9keh2OhJmSh2I451Y45zYHOPS6f5ta0jXMrDVwCvCGc25DoWtvAN4A+gfbgiEiIiISDVo3qsmN/dvy/vLNzFqmxeMqEyUPpdPMv90SRNlT/NuFAY79FzDg5HAEJSIiIhIpxvQ6nq7N63D7OyvUfakSUfJQOnf5t/8KomxT/3ZDgGP5+1LKHJGISDHq169P/fohzfMgIlImCfFxTB7RhX05udzxzgqvw5EwiYl1HsysDr5BzsF61Dm38xjXGgdcCDzjnPs4iGsl+7eBUu6cImWK3utK4EqAFi1aBHErEZHA3nrrLa9DEJEY1KZxTcYOaMODc1ZxzrJNnNvlOK9DkjKKieQBqINvhqNgvQIclTyY2RX4Zl16D7guyGsd8G8DrZRSrUiZIzjnngGeAUhLS9NkySIiIhJ1rux1AnMyN3P7O5n0OKEe9Wto8bhoFhPdlpxz65xzFsLr+6LXMLPL8X2R/wAY7pw7FOTt80cJBeqalL8vUJcmEZGwmTBhAhMmTPA6DBGJQQnxcUwa0ZW9Obnc/q66L0W7mEgeysrM/gQ8C8wDhjrnQhn187V/2zPAsR74pmtdXLYI2H4ECQAAIABJREFURUSKt3DhQhYuDDRvg4hI+WvXpCY39G/De8s28f5yLR4XzZQ8lMDMRgHPAZ8A5zvncoop28DM2ptZ7fx9/laMRcCFZta0UNmm+MZOfHyM6WBFREREKo2rep9A55Ta/G1GJjv3/+p1OFJKSh6KYWbnAc8De/Ct7TDczEYWeg0tcsp1wHfAsCL7b8A35iHdzMaa2Vh8C9DFAePK9UOIiIiIRICE+DgmX9iVPTmHtHhcFIuVAdOldRK+L/h18A9cLiILmFHSRZxzX5hZX+Be/8sBXwAXOueWhi1aERERkQjWrklNbjizDZM/WM25nTcxqLNmX4o2ankohnPuzhIGVrc6RvmpAa610Dl3pnOuhnOupnPubOfckor6LCIS25o1a0azZs1KLigiUs6u6nMiqSm1+Ns76r4UjZQ8iIjEgFdeeYVXXnnF6zBERKji7770S/Yh7tTsS1FHyYOIiIiIVKj2TWpx/RlteHfpRuZkat6YaKLkQUQkBowdO5axY8d6HYaISIGr+55Ip6a1mDgjk13qvhQ1lDyIiMSAjIwMMjIyvA5DRKTAb92XfuXOmeq+FC0025KIiIiIeKLDcbX43zPa8PCHq0lfs51d+3+laZ0kbj67HUO7p3gdngSg5EFEREREPJNSpxoGBTMvbdidzYTpywGUQEQgdVsSEREREc88/OEaXJF92YcOM2nuKk/ikeKp5UFEJAa0bdvW6xBERALauDs7pP3iLSUPIiIx4JlnnvE6BBGRgJrWSWJDgEShaZ0kD6KRkqjbkoiIiIh45uaz25FUJf6IfQlxxs1nt/MoIimOWh5ERGLAlVdeCagFQkQiT/6g6ElzV7FxdzZJVePJ/vUwHY6r5XFkEoiSBxGRGLB69WqvQxAROaah3VMKkoid+3/lzIfmc+vby3njqp7ExZnH0Ulh6rYkIiIiIhGjXvWqTDy3I4uzdvHq1z95HY4UoeRBRERERCLKBSelcOqJ9Xlg9kq27s3xOhwpRMmDiIiIiEQUM+PeoakczM3j7pnfeh2OFKLkQUQkBnTr1o1u3bp5HYaISNBOaFiD6/q1ZtayTXyyaqvX4YifOVd0TT+JRGlpaW7RokVehyEiIiJSYQ7mHubcRz8j59BhPrixN8lVNddPRTCzxc65tEDH1PIgIiIiIhEpMSGe+4Z15udd2Uz5aI3X4QhKHkREYsLIkSMZOXKk12GIiITsd8fX439Oac5z6Wv5duMer8OJeUoeRERiwM8//8zPP//sdRgiIqVyy6D21E2uwq1vL+dwnrrce0nJg4iIiIhEtDrJVfnb4I5krN/Nv7/M8jqcmKbkQUREREQi3nldm9KrTQMenLOKLXu09oNXlDyIiIiISMTLX/vh0OE87nx3hdfhxCwlDyIiMaBnz5707NnT6zBERMqkZf3qXH9mG2Znbmbet1u8DicmaZ2HKKF1HkRERETg19w8Bj+Wzv6DvrUfqidq7Ydw0zoPIiIiIlIpVE2I4/4LOrNhdzaPfLja63BijpIHEZEYMHz4cIYPH+51GCIiYXFyy3r84fcteOHztWRu+MXrcGKKkgcRkRiwY8cOduzY4XUYIiJh89eB7alXPVFrP1QwJQ8iIiIiEnVqJ1XhjiEdWfbzL7y0cJ3X4cQMJQ8iIiIiEpUGdzmOvu0aMnnuKjbuzvY6nJig5EFEREREopKZcc/5qRx2Tms/VBAlDyIiMeDMM8/kzDPP9DoMEZGwa14vmRv7t+WDb7cwd8Vmr8Op9LTOQ5TQOg8iIiIigR06nMeQxz5j94FDzBvXhxpa+6FMtM6DiIiIiFRaVeJ9az9s2ZvD5LmrvA6nUlPyICISAwYNGsSgQYO8DkNEpNx0b1GXy3q05F8L17F0/W6vw6m0lDyIiMSA7OxssrM1E4mIVG5/ObsdDWskMmH6cnIP53kdTqWk5EFEREREKoVa1apw13md+HbTHqZ+sc7rcColJQ8iIiIiUmkMTG3Cme0b8dAHq/l51wGvw6l0lDyIiIiISKVhZtw9NBUzuP2dFWhm0fBS8iAiEgMGDx7M4MGDvQ5DRKRCpNRJ4qYBbfl45VZmZ2rth3DSOg9RQus8iIiIiAQv93Ae5z/xOdv2HmTeuD7UqlbF65CihtZ5EBEREZGYkuBf+2H7voNMmqO1H8JFyYOISAzo27cvffv29ToMEZEK1aVZHf54aite+TKLJT/t8jqcSkHJg4iIiIhUWuPOakeTWtW4dfpyDmnthzJT8iAiIiIilVaNxATuOq8TKzfv5fnP1nodTtRT8iAiIiIildpZnZpwVsfG/GPeatbv1NoPZaHkQUREREQqvbvO70S8GRNnZGrthzJQ8iAiEgMuuugiLrroIq/DEBHxzHG1k/jL2e34dPU2Zi3b5HU4UUvrPEQJrfMgIiIiUjaH8xzDnvycjbtz+OimPtRO1toPgWidBxGRGHfgwAEOHFA/XxGJbfFxxn3DOrNz/0H+b+5Kr8OJSkoeimFmKWY2wcw+NbNNZrbfzFaY2SQzqx/CdaaamTvGa0R5fgYREYBzzjmHc845x+swREQ8l5pSm8tPO57/fPkTi9bt9DqcqKPkoXhDgDuBHcAkYCzwhX/7jZk1CfF6lwV4fRWuYEVERESkZDcOaEtKnSRufXs5v+Zq7YdQJHgdQIRLB1o65zYX2vesmX0JPAv8xf8KinPulTDHJyIiIiIhqp6YwN3nd2L0vxbxbPqPXNuvtdchRQ21PBTDObeiSOKQ73X/NjWU65lPLTPTn7uIiIiIh87s0JhzOjfh0Y/WsG77fq/DiRr6Els6zfzbLSGe94v/lW1mH5rZ78MbloiIiIgE644hnagaH6e1H0Kgbkulc5d/+68gy28GHgEWA/uBrvjGTaSb2TnOuXnhD1FE5DejRo3yOgQRkYjTuFY1xg9sx9/eWcE7GRsZ2j3F65AiXkys82BmdfB9WQ/Wo865gMPvzWwcMBl4xjl3VRliagNkABudc22OUeZK4EqAFi1anJyVlRX09fPy8ti1axf79u0jJyeHvDwNBpLYEB8fT82aNalXrx6JiYlehyMiIhHucJ5j+FNfsH7nAT4a14c6yVW9Dslzxa3zECvJQytgbQintHHOfR/gOlcAzwDvA8Occ4fKGNeLwCignXNudXFlQ1kkLjc3l/Xr15OQkECdOnVITk4mLi4OMytLuCIRzznHoUOH2LNnD7t27aJFixZKIPy2b98OQIMGDTyOREQk8ny3aQ+DH/uMESc14/9GdPE6HM/F/CJxzrl1zjkL4RUocbgcX+LwATC8rImD3zr/Nqz/mu/cuZPExESaNWtGzZo1iY+PV+IgMcHMqFq1Kg0aNKBu3brs3Kn5u/ONGDGCESO0rIyISCAdjqvFFb2O5/VF6/nyxx1ehxPRYiJ5KCsz+xO+qVnnAUOdcwfDdOn87kqhDrwu1i+//EL9+vWVMEhMq1WrFnv37vU6DBERiRJjz2xLs7q+tR8O5h72OpyIpeShBGY2CngO+AQ43zmXU0zZBmbW3sxqF9pX3cyqBSjbHbgQ+M4590M4Y87NzaVqVfXXk9hWpUoVDh/WX/4iIhKcpKrx3DM0lR+27eef83/0OpyIpdmWimFm5wHPA3vwre0wvMiv+fucczMKvb8OuAP4EzDVv68NMNvMZgBr+G22pcuBw/gHRJdD7OVxWZGooWdARERC1a9dIwZ3OY4nPvmeIV2P44SGNbwOKeIoeSjeSfhaZ+rgG+9QVBYwI8D+wjbj6+7UD7gUSAI24UtG7nfOrQxbtCIiIiJSJrcP6cinq7dx29uZ/GfM7/VjVBFKHorhnLsTuLMs5f0rVF8WxrBEREJ2zTXXeB2CiEhUaFSzGrcMas9tb2fy1pINjDi5WcknxRAlDyIiMeDiiy/2OgQRkahxySktmL5kA39/71vOaN+IetU1ljSfBkyLiMSA9evXs379eq/DEBGJCnFxxn3DOrM3J5e/v/ed1+FEFCUPIiIx4LLLLuOyy9SDUkQkWO2a1OSqPifw1pKf+eKH7V6HEzGUPIgE6e2336Zfv34F7xcsWMAZZ5xB165dad26NcOHD+enn34q0z1++eUXrrnmGk466SRSU1Pp0qULX331VVlDFxERkVL43zPa0LJ+Mre9nUnOIU3/DUoeJAY55zj55JN5/vnnQzovIyOD7t27AzB79mxGjRrF5MmTWbp0KWvWrGHkyJHs27evoPy7775LvXr1Qlpr4Oqrr6ZZs2YsXryYzMxM3nvvPVq3bl1wbPTo0SHFLCIiIqVXrUo89w5NZe32/Tw5P6zLckUtJQ8Sc6ZPn87mzZtD7sKRkZFBt27dyM7O5vLLL+fFF1/kpJNOAnxrCgwbNoyOHTsWlJ81axYDBw4kPj4+6HvMnTuXAQMGFEwL17x5c+rVqwfAzTffzCuvvML3338fUtwiIiJSer3aNGRot6Y8Nf97vt+61+twPKfkQWLOo48+ysiRI0NehTu/5eHdd9+lSZMm9OnTp9jy77//PoMHDw7pHgMHDmTAgAFccsklvPrqq0e0Wpx44omcdtppPPXUUyFdU0RERMpm4uCOJFdN4NbpmeTlOa/D8ZSSB4kpa9euJT09nREjRhTsGzNmTEHXoHw9e/bkuuuuK3i/a9cutmzZQocOHVi6dClpaWnF3uebb75h8+bNDBw4MKT7/Oc//2H+/PmkpqZyyy23cMUVVxxR/sILL+Tf//43eXl5wX9oEWDcuHGMGzfO6zBERKJSgxqJ3HpOe75at5M3Fsf2zHVKHiSmfPTRRyQmJhaMXQBo2rQpGzZsOKLc8OHDmT17dsH7jIwMUlNTSUhIoEaNGiWOY5g1axY9e/Ys6HIU7H0Aunfvzm233cYDDzzAkiVLjjh26qmnsmXLFpYtWxbcBxbxGzJkCEOGDPE6DBGRqHVRWnN+d3w97nt/Jdv3HfQ6HM8oeZCY8vXXX9O+fXsSEn5bH7Fp06bk5OSwc+fOgn2NGzc+Yk78/PEOAIMHD2bmzJmsWrUK8A3Anj17Nt9999s80LNmzTqqy1JJ95k9ezbZ2dkA5OTkMGPGDM4999wjrtGpUyfi4+P58ssvy/TnILFn1apVBf/PiohI6MyM+4alcuDXXO6d9a3X4XhGyYPElE2bNtGgQYMj9jVt2hSAjRs3FuxbuXIlLVu2LHi/dOnSguShS5cuPPvss1x66aV06dKFtm3b8uKLL9KkSRMAtm7dyqJFiwImD8XdZ8aMGQXTs/bo0YMOHTpw9913H3GNhIQEateuzaZNm8r05yCx56qrruKqq67yOgwRkajWulFNrulzIjMyNpK+ZpvX4XgioeQiIpVHTk4OiYmJR+xLSUkBYMOGDaSmprJ3715eeOEFLr/88oIyU6dOPeKcoUOHMnTo0ID3eP/992nRogWdOnUK6T5PP/10UJ+hWrVqBS0UIiIiUrH+3K81M5dtYuKMTOaO7U21KsHPqlgZqOVBYkq9evXYvXv3EfuKtgjccMMNJCYm8te//rVU95g1a9ZR3Y3CeZ/du3dTv379UsUmIiIiZVOtSjx/H5pK1o4DPPbxGq/DqXBKHiSmtG3blnXr1h2xr1GjRiQkJLBhwwYee+wxpk2bxrRp06hVq1bI1z906BAffvhhwClaw3Gfbdu2ceDAAdq2bRtybCIiIhIep7ZuwPCTmvH0pz+yanNsrf2g5EFiymmnncaGDRvYvHlzwb64uDgaN27Myy+/zPjx45k+fTq/+93vSnX9BQsWkJubS9++fY86Fo77LF68GDPjtNNOK1V8IiIiEh63nduBmtUSuPXt5TG19oOSB4kpffv2pV69esyZM+eI/SkpKaxfv54ZM2Zw1llnHXXe9ddfz7Bhw+jZsyetWrU65nz5s2bNon///lSrVi3g8eLuE8w9Zs+eTe/evWnYsGGwH1kEgIkTJzJx4kSvwxARqTTqVa/Kbed2ZHHWLl79+ievw6kwSh4kpiQmJjJy5Ehef/31I/Z/+eWXHDhwgLPPPjvgeUuWLKFatWqkp6ezfPlyXn755aO6PwG89957xa4qXdx9SrrH4cOHefPNNxk9enRwH7aCOefo3bs3ZoaZkZmZWeI5w4cPx8zIysoCYMqUKYwYMYJ27dpRt25dqlSpQpMmTRg8eDCzZs0q749QqfXv35/+/ft7HYaISKUy/KQUep5Qnwdmr2Tr3hyvw6kQSh4k5owfP54FCxYcsS5DcfLy8sjMzGTKlCkkJCRQs2ZNWrZsyY4dO44qu3r1asaMGRNyTMHc47XXXiMpKYlLLrkk5OtXhMcff5z09HTMLKjyOTk5zJ07l27duhVMV3v//fczc+ZMatasSa9evRg2bBjNmjXjvffeY8iQIdx0003l+REqtYyMDDIyMrwOQ0SkUjEz/j4slYOH8rh7Zmys/aDkQWJOSkoKL7zwwhHjHoqzevVq6tatS6NGjQDYt28fWVlZdOjQIWwxBXuPF1544YgF7iLF2rVrmTBhAoMGDaJFixZBnfPhhx+yf//+I6a8ffPNN9m1axeLFi3i3XffZdq0aSxatIj09HSqV6/OI488wsKFC8vrY1RqY8eOZezYsV6HISJS6ZzQsAbX9mvNrGWb+GTVVq/DKXdKHiQmXXzxxfTr1y+oskuWLGH79u3s2LED5xwTJkxg9OjRJCcnhy2eYO5x6aWX0rt377DdM1ycc4wZMwYz45///GfQ582YMQPgiOTh9NNPD/jnevrpp3PxxRcDvqRDREQkklzd9wRObFidv83I5MCvuV6HU66UPIiUYMmSJVx99dUMHTqUjh07UrVqVe65556ou0d5eeaZZ/joo4+47777gm51yMvLY+bMmRx//PF07do1qHPyW1yKLvInIiLitcSEeO4b1pmfd2Uz5aPKvfZD5PV/EIkwS5Ys4f7772fSpElRfY/ysH79esaPH0/Pnj259tprgz7vs88+Y9u2bYwcOTKo8kuWLOH1118nLi6OQYMGlTZcERGRcvP7E+pzcVpznktfy9BuKXQ4LvT1oqKBWh5ESpCZmUmXLl2i9h59+/YtmAEp2FegdSoCufLKK8nJyeG5554jLi74v04CdVkq7KmnnmLUqFFccskl9OzZk7S0NLKzs3niiSfKvS5ERERKa8I57amTVIUJ05dzuJKu/aCWh1gV6MvhRRfBn/8MBw7AOeccfXzUKN9r+3YYMeLo49dcAxdfDOvXw2WXHX183DgYMgRWrYKrrjr6+MSJ0L8/ZGRA4YGd8+cH95nKydat5T/4qTzvMXDgQFq1ahXSOe3bty+xzNSpU5kzZw533HEHHTt2DOn677zzDg0aNDjmYneffvrpEdPpJicnM2XKFC6//PKQ7iO/ue+++7wOQUSk0quTXJWJgztw4+tL+c+XWVzWs5XXIYWdkgeRSu6WW24J+zU3bdrEjTfeSMeOHbn11ltDOnfZsmX8+OOPXH755cTHxwcs89prr/Haa6+xf/9+1qxZw5QpUxgzZgxvvfUW06dPJykpKRwfI6aceuqpXocgIhIThnZL4a3FG3hwzirO6tSExrUCLxwbrZQ8xKrifs1PTi7+eIMGxR9v3rz44+3aFX+8WzfPWxukeFdffTV79uzh/fffp2rVqiGd+/bbbwPH7rJUWPXq1enWrRsvvvgicXFxvPDCCzz44IPccccdpYo7ln3xxReAkggRkfJmZtw7NJWz/7GAu2au4MlLT/Y6pLAy5ypnf6zKJi0tzS1atCiost99911Y1yCQ6PbAAw+wcuXKkM5p3759sS0WZkb16tVJS0s76th///tfDh48SFpaGtWrV2fUqFGMGjWq4Hj37t1Zs2YN27dvp1q14H+NWbBgAX369KF79+4sWbIkqHP0LPwmfxzLfCXmIiIV4olPvmfS3FU8/8c0zuzQ2OtwQmJmi51zR/8jj1oeJIYEu/JxNCruR4A5c+bw6aefhnS9Pn36lNjdaf/+/cVeNz/ZLTz4Oisri4yMDC644IKQEgeAhg0bArBt27aQzhMREfHCmF4n8E7GBm5/ZwU9TqhP9cTK8bW7cnwKkSDEaitbefzSXNyfZatWrcjKymL58uWkpqYecaykWZaK88knnwDQunXrkM8VERGpaFUT4rhvWGdG/HMhj3y4momDQ5tcJFJpqlaRMNmxYweDBg2iffv2dO7cmSuuuIJff/3V67AiyowZM0hISGDw4MFHHUtPT+fVV18N+Gc2c+ZMbrvtNgCuuOKKco9TREQkHNJa1eOS37Xghc/XkrnhF6/DCQslDyJhYmZMmDCBlStXsnTpUvbv38/jjz/udVgRY8eOHaSnp9OnTx/q1q171PEffviBP/zhDxx33HEMGDCASy+9lHPPPZfWrVtz3nnnsXv3bsaOHcull17qQfQiIiKlc8vA9tSrnsitb1eOtR/UbUkkTOrVq0fv3r0BiIuLIy0tjaysLI+jihwzZ87k8OHDx+yy1KdPHyZOnMiCBQv47rvvWLBgAfHx8aSkpHDZZZcxZswYevXqVcFRVx7/+Mc/vA5BRCQm1U6uwu1DOnL9q9/w0sJ1/Om0470OqUyUPIiUg5ycHKZOncqkSZO8DqXCrVu3LuD+/PEO559/fsDjxx9/PPfcc095hRXzunXr5nUIIiIxa0iX43hr8c9MnruKszs1oWmd6F2vSN2WRMIsLy+PP/7xj/Tr14+BAwd6HU7EOPXUU3nkkUdo3ry516HEpHnz5jFv3jyvwxARiUn5az8cdo47313hdThlouRBJEj9+vXjhBNOOGrNhDVr1lC1alXeffddAK699lri4uLUTaSI8ePHM3bsWK/DiFn33nsv9957r9dhiIjErOb1khnbvy0ffLuFuSs2ex1OqSl5EAnSXXfdxd69e3nppZeO2P+Xv/yFXr16cd555zF+/HjWr1/PSy+9RFycHi8RERH5zejTj6d9k5rc8c4K9h3M9TqcUtG3G5Eg9e7dm0GDBvHtt98W7Pv444+ZNWsWDz/8MCtWrGDSpEn88MMPnHLKKXTr1o2bb77Zw4hFREQkklSJj+O+CzqzZW8Ok+eu8jqcUtGAaZEQtGvXjpdffhnwjW246aabGD16NF27dgVidyE6ERERCc5JLeoy8vct+dfCdQzrnkLX5nW8DikkankQCUHbtm358ccfyc3N5YUXXuDHH3/UDEEiIiISkpsHtqNhjUQmTF9O7uE8r8MJiVoeRELQrl07Dh06REZGBhMnTuS2226jcePGAPTo0YPs7Gzy8vJo3749zz//PLVq1fI4YhGfp59+2usQRETEr1a1Ktx5Xif+/O8lTP1iHVf0OsHrkIKmlgeRELRp0wYz48orryQ5OfmI2YPmzp3L0qVLWb58Oc2bN2fy5MkeRipypHbt2tGuXTuvwxAREb9BqU04o30jHvpgNT/vOuB1OEFT8iASgqSkJJo1a8Y333zDgw8+SGJiYsGx2rVrA76xEPv37z/ivOuvv55hw4bRs2dPWrVqxbhx4yo0bpGZM2cyc+ZMr8MQERE/M+Pu8zsBcMc7K6Jm3KSSB5EQnXjiifTo0YMRI0Ycdax///40btyYVatWMX78+IL9S5YsoVq1aqSnp7N8+XJefvnlY67ELFIeHnroIR566CGvwxARkUKa1U3mpgFt+WjlVuZkRsfaD0oeREK0YcMGzjrrrIDH5s2bx+bNm0lLS+PJJ58EfC0RmZmZTJkyhYSEBGrWrEnLli3ZsWNHRYYtIiIiEehPp7Wi43G1uOPdFezJOeR1OCVS8iASgv379/PDDz8UTM0aSHx8PKNGjSpYTG716tXUrVuXRo0aAbBv3z6ysrLo0KFDhcQsIiIikSshPo77L+jM9n0Ho2LtByUPIiFYvnw5eXl5RyUPO3bsYNu2bYBvrYc333yT1NRUwNdlafv27ezYsQPnHBMmTGD06NEkJydXePwiIiISebo2r8P/69mKl/+bxZKfdnkdTrGUPIiEoEePHjjnOPHEE4/Yv23bNgYOHEjnzp3p3LkzK1eu5NFHHwV8ycPVV1/N0KFD6dixI1WrVtXaECIiInKEcWe1pXHNatw6fTmHInjtB63zIBIG7du3Z/HixQGPLVmyhPvvv59JkyZVcFQiv8lfGV1ERCJTzWpVuOv8Tlz18mKe/2wtV/c5seSTPKDkQaScZWZm0qVLF6/DkBjXvHlzr0MQEZESnN2pCQM6Nmby3JW8+Platu45SNM6Sdx8djuGdk/xOjxA3ZZEyt3WrVtJSkryOgyJca+//jqvv/6612GIiEgJTj2xPrl5sGXPQRywYXc2E6YvZ8Y3G7wODVDyUCwza2RmL5rZMjPbaWY5Zva9mT1vZq1DvNbvzWyeme01sz1mNsfMupVX7CIihT311FM89dRTXochIiIleC597VH7sg8dZlKEzMSkbkvFqwu0BT4AsoBsoA1wOXChmfVwzn1b0kXMrAcwH9gA3O7ffR2QbmanOueWl0PsIiIiIhJlNu7ODml/RVPyUAzn3CrgtKL7zexN4Ct8CcCfg7jUo8CvQG/n3Ab/NaYB3wEPAYFXHBMRERGRmNK0ThIbAiQKTetERhdodVsqnSz/tm5JBf3dm04B3shPHAD8//0G0N/MmpRLlCIiIiISVW4+ux1JVeKP2JdUJZ6bz27nUURHUvIQBDOrYmYNzOw4M+sFvOo/9H4Qp5/i3y4McOy/gAEnhyFMEREREYlyQ7uncP8FnUmpk4QBKXWSuP+CzhEz25K6LQXnbGBmofdbgHHOuWAmTm/q3wYaIp+/L+D/DWZ2JXAlQIsWLYKL1M85h5mFdI5IZeKc8zqEiPLmm296HYKIiARpaPeUiEkWioqJ5MHM6gBjQzjlUefczkLv/wsMAJKAjsDFQF0zS3DO5ZZwrWT/9mCAYzlFyhzBOfcM8AxAWlpa0N+E4uPjOXz4MAkJMVG9IgHl5eURF6fG1XwNGjTwOgQREakEYuXbZR220llXAAAO5UlEQVTgjhDKvwIUJA/Oue3APP/bmWb2MrAMaARcVcK1Dvi3iQGOVStSJiySk5PZt28fderUCedlRaLKgQMHtL5GIVOnTgVg1KhRnsYhIiLRLSZ+lnPOrXPOWQiv70u43kZ8ycRoMwuUFBS20b8N1PaUvy+sq37UqlWLnTt3cvjw4XBeViRqOOfYvXs31atX9zqUiDF16tSCBEJERKS0YiJ5KCdJQDxQq4RyX/u3PQMc6wE4YHEY46JmzZpUr16drKwsdu/eTW5urvp/S0xwznHw4EE2bdpEbm4udeuWOCGaiIiIhCBWui2Vipk1ds5tCbC/I3Am8KNzbluh/Q2ABsAm59wvAM65781sEb5F5f7mb7XAzJoCFwIfO+c2hzluGjVqxN69e9mzZw9bt25VK4TEjISEBGrXrk2jRo005kFERCTMlDwUb4KZDQDeA9bhm1Y1FbgMqMLRC8Rdh29sxZ+AqYX23wB8gm9F6cf8+/4XX8vPuPII3MyoVasWtWqV1DAiIiIiIhIcJQ/FmwU0By7CNzg6Ht/4hDeAyc65FcFcxDn3hZn1Be71vxzwBXChc25pOcQtIiIiIhJ2pr7w0SEtLc0tWrTI6zBEJEodOOCb1C05OeDM0CIiIgXMbLFzLi3QMbU8iIjEACUNIiISDhpNKCISA5588kmefPJJr8MQEZEop+RBRCQGTJs2jWnTpnkdhoiIRDklDyIiIiIiEhQlDyIiIiIiEhQlDyIiIiIiEhQlDyIiIiIiEhSt8xAlzGwbkOXR7RsA2z26t1Qc1XPlpzqODarn2KB6jg1e1XNL51zDQAeUPEiJzGzRsRYKkcpD9Vz5qY5jg+o5NqieY0Mk1rO6LYmIiIiISFCUPIiIiIiISFCUPEgwnvE6AKkQqufKT3UcG1TPsUH1HBsirp415kFERERERIKilgcREREREQmKkgcREREREQmKkocYY2btzOzfZvadmf1iZgfMbKWZPWxmx4VwnXPM7Asz229mO83sDTM7vjxjl+CFo57NbL6ZuWO8ImraOPExs2QzW+uvo8dDOE/PcxQpTT3reY58xdTPvhCuoWc5wpW1niPhWU6oiJtIRGkGHAe8DfwM5AKdgSuB/zGzbs65rcVdwMwuAN4ElgI3A7WBscDnZpbmnNtYjvFLcMpcz37bgRsD7P8xXIFKWN2Nb0GhoOl5jkoh17OfnufIl87RA2QPBXOinuWoUup69vP0WdaAaQHAzC4EpgF/dc49WEy5KsA6fF9GOznn9vn3dwMWA887564s/4ilNIKtZ3/Z+UAr51yrCghNysjMTgK+AsYDDwFPOOeuK+EcPc9RpjT17D9vPnqeI5qZOeBfzrlRpThXz3KUKEs9+8+fj8fPsrotSb4s/7ZuCeX6AE2B5/L/cgJwzmUA84GL/X+JSWQKtp4LmFmcmdUyMyunmKSMzCweeBaYA0wP4VQ9z1GkDPVc+Bp6niOcmVU1sxohnqZnOcqUsp4Ln+/Zs6zkIUaZWTUza2BmzczsLOBp/6H3Szj1FP92YYBj/wVqAW3DFKaUURnqOV8KsA/4BdhnZtPNrH15xCplciPQHijxF+gi9DxHl9LWcz49z5FvBHAA2GtmW83sMTOrHcR5epajS2nrOZ+nz7LGPMSuK4DHCr1fB4x0zqWXcF5T/3ZDgGP5+1KAFWWKTsKltPUMsBb4HFgGHAZ+j+9Ly5lmdrpzbnmYY5VS8A+GvAu42zm3zsxahXC6nucoUcZ6Bj3P0eAr4A3ge3xf9s/BV0d9zOzUwi0KAehZjh5lqWeIgGdZyUPsmgGsBGoA3YHzgIZBnJfs3x4McCynSBnxXmnrGefcn4rsetPM3sXXBP4wMCB8YUoZPIXvH5OHS3GunufoUZZ61vMcBZxzvy+y6yUzWwb8HbjBvz0WPctRooz1HBHPspKHGOWc+xnfLDwAM8zsLeBrM0tyzt1fzKkH/NvEAMeqFSkjHitDPR/reulmtgDo579GdjjjldCY2UjgLKC3cy6UmTry6XmOAmGo54D0PEeFScAdwLkU/6VSz3J0C7aeA6roZ1ljHgQA59wy4BvgzyUUzZ/qLSXAsfx9gZpNJQKEUM/FWQfEE8Kgawk/M0vE9yvT+8BmM2ttZq2Blv4itf376hRzGT3PES5M9Vycdeh5jlj+ZHEjJU/Nq2c5ioVQz8VZRwU9y0oepLAkoF4JZb72b3sGONYD2AOsDmdQEnbB1HNx2uCbDnBneMKRUkrC1wXtXGBNodd8//GR/vdXFHMNPc+RLxz1XBw9zxHMzKrhW7dnSwlF9SxHsRDquTgV9iyr21KMMbMmzrnNAfb3A1L57R8kzLcScW3gJ+dcfnPnp8Am4Aoze6TQXNJdgb7Ai+FsVpfSKWs9+2d92OecO1zk/HOB04DZzrkcxEv7gQsD7G8IPIlvOs/n8Q2q0/Mcvcpcz3qeI5+Z1XfO7Qhw6B5839VmFiqrZzlKlbWeI+VZ1iJxMcbM3sa38vDH+Ob8rwacDPwPvv6Qff3zQmNmU4E/Av2cc/MLXeNC4HV8q1g+i2+2gBsBB5zsnFPTqMfKWs9mNhRfV4mZ+FaszAV+h+9Xzp3Aac45/YoVgfyz8KylyOJhep4rl1DqWc9z5DOzR/C1EHwC/IRvkotzgH7Al/jqM9tfdip6lqNSWes5Up5ltTzEnlfx/c94Gb5frhy+L5dPA5Occz+VdAHn3Btmlg1MBCbjm93hI3yrFusvp8hQ1npehW9V0sFAY6AKvoHX/wTuUz1XHnqeY4Ke58g3H+iI7+/t+vim4FwD3AY8HMyvyXqWo8J8ylbPEfEsq+VBRERERESCogHTIiIiIiISFCUPIiIiIiISFCUPIiIiIiISFCUPIiIiIiISFCUPIiIiIiISFCUPIiIiIiISFCUPIiIiIiISFCUPIiIiIiISFCUPIiISNDPra2bOzEZV4D1TzSzXzAZU1D0ripkNNbNfzayN17GIiARDyYOIiES6h4HPnXMfeh1IuDnnZgDLgf/zOhYRkWAoeRARkYhlZj2BAfgSiMpqCjDMzDp5HYiISEmUPIiISCT7M7ADeN/rQMrRdOAAcLXXgYiIlETJg4iIlJmZNTCzJ8xsvb8P/3r/+/oByrYys7fMbI+Z/WJm75jZ8Wa2zszmFyqXAAwFPnTOHSpyjTvNbL+ZPXaMeB4zs0Nm1iHMH7XofRLN7FYzW2FmOWa228xmmln3YK/hnNsHpAMXll+kIiLhoeRBRETKxMxqA18A1wBzgbHAHP/7z8ysZqGy9fF9UR4CTAVuAfYDnwDVi1z6ZKAG8FWA234AfAlcZ2Zti8TTCd+v+E84574r48c7JjOrgu9z3gEsBG4EHgA6Ap+bWVoIl1sINDaz9mEPVEQkjBK8DkBERKLeeKANcK1z7sn8nWaWATzuP/43/+6/As2Akc65f/v3PWVmDwI3F7luR//2h6I3dM59YWZ/Az4DugKrCx3+B7AbuLMMnykY1wF9gYHOubn5O83sSSATmOw/Hoz8z9gJWBm+EEVEwkstDyIiUlbDgG3AM0X2Pw1s9x/PNwTYBLxapOzkANdt6N/uPMZ9v/VvC36tN7NhQH9gonNud4mRl81IfF/0F/u7bTUwswZAVeBD4HQzSwryWjv820blEKeISNio5UFERMrqeGCRcy638E7nXK6ZrQJOKlL2K+dcXpGyW82s6Jd9599aoJs653aZ2Tb8yYOZJeJLQjKAZ/PL+VsChgC1gb3AG8B459yvIX3Ko3UAkvAlTsfSwMw28lsilC/bOfdLoff5n9EhIhLBlDyIiEikyv9SXq+YMqv5reVhHHAC0KdIcvI4cLNzbr+ZNQSm4es+dU8Z4zN8azTcVEyZbUBzYG2R/f8CRhV6X69QeRGRiKXkQUREyupHoJ2ZJRRuffDPltTWfzzfOqC1mcUV/oJvZo2AOkWum+nfFrf68irgYjNLAW4FpjnnFhQu4Jz7tsg5Dmhd6N4DgaeAmcBgoC7wnHOu6BiMotbga1H4uGhLSmFmthnfWhWFbSzyPj+eTEREIpjGPIiISFnNwPcl+ooi+8f4979daN9M4DjgkiJl/xLgut8Ae4Aexdx7Fb5Zml7G929awC/8ZnaLme0FtgJdgMJTvHYFWgJZ+AYsnwVcb2anFnNfgJeAJhyj5cHMGgM453Kcc/OKvIomND2ALc65VSXcU0TEU2p5EBGRsnoQ3xoFT5jZSfi+9HcHRuP7cv9gobL/B/wBeNHMfodvwPHpwGn4BlcX9Pl3zh02s+nA+WaW6Jw7GODe+V+2+wF3Oud+ChSgc+4B4AH/ug+XAZsLHe4KvOace8j//mszW4pvTMMXxXzuKfhaFCaZ2RnAx/iSnRbAmUCOP65imVkNoBfwQkllRUS8ppYHEREpE//A39Pwza50DvCof/tP4HTn3N5CZbfjSxZmAZfjSyZq4PuSbUB2kcs/ha8b0eBj3D4/efiJI5OUY8X6Hb4B1VML7e7K0bM/NcHXSlHctQ4B5wI34GthuQt4BLgYX1et+0uKx284kIzvz09EJKKZc5rYQUREvOVfPG478LRz7uoix+YA1Z1zvQKcdyLwPb6pWf8e5L0uAR5wzrU0s2rAPqCnc+5r//FTgdlAs8KJT3kxs8VAlnPugvK+l4hIWanlQUREKtQx1j74q3/7YYBj44CeZnZWgGPd/Nslx7hXDTP7k5nVMZ/O+Basy1/ULdW/HWlmCWbWBXgR+FsFJQ5Dgc789vlFRCKaxjyIiEhFm21mWcAiIB7f+IDB+MYXzCha2Dm3gmP/e5WfPHxzjOMO3xiLh/At3rYVeAu4w3+8K75B3NWBXfjGQkx2zlVIFyLn3Ax/XCIiUUHdlkREpEKZ2Tjg/wGt8C2y9jMwHbgr1F/7zWwWkOaca1LKWB4Fdjvnbi/N+SIisUbJg4iIxCwz+xR40jn3utexiIhEA415EBGRWNYFKLrmgoiIHINaHkREREREJChqeRARERERkaAoeRARERERkaAoeRARERERkaAoeRARERERkaAoeRARERERkaAoeRARERERkaAoeRARERERkaAoeRARERERkaAoeRARERERkaD8f78ANq1J4J13AAAAAElFTkSuQmCC\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"matplotlib.rc('font', **font)\n",
"\n",
"fig = plt.figure(figsize=(12,8))\n",
"\n",
"ax=fig.add_subplot(111)\n",
"ax.plot(g_p_e,(nu_p_IC-nu_p_S)-2*g_p_e,'-o')\n",
"ax.set_ylabel(r'log($ \\frac{(\\nu_p^{IC} / \\nu_p^{S})}{\\gamma_{3p}^2} $)''')\n",
"ax.set_xlabel(r'log($\\gamma_{3p}$ e-)')\n",
"ax.axvline(4.0,ls='--',c='black')\n",
"ax.axhline(np.log10(4/3),ls='--',c='red',label=r\"$ \\frac{(\\nu_p^{IC} / \\nu_p^{S})}{\\gamma_{3p}^2} =4/3 $\")\n",
"ax.legend(fontsize='large',loc='lower left')"
]
},
{
"cell_type": "code",
"execution_count": 48,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
""
]
},
"execution_count": 48,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"fig = plt.figure(figsize=(12,8))\n",
"\n",
"ax=fig.add_subplot(111)\n",
"ax.errorbar(g_p_e,r_S,yerr=r_S_err,fmt='-o',label='S')\n",
"ax.fill_between(g_p_e, r_S - r_S_err, r_S + r_S_err,\n",
" color='gray', alpha=0.2)\n",
"ax.errorbar(g_p_e,r_IC,yerr=r_IC_err,fmt='-o',label='IC')\n",
"ax.fill_between(g_p_e, r_IC - r_IC_err, r_IC + r_IC_err,\n",
" color='gray', alpha=0.2)\n",
"ax.set_ylabel('spectral curvature')\n",
"ax.set_xlabel(r'log($\\gamma_{3p}$ e-)')\n",
"ax.axvline(4.0,ls='--',c='black')\n",
"ax.axhline(-0.2,ls='--',c='red',label='sync theor. b~r/5')\n",
"ax.legend(fontsize='large')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Exercise\n",
"derive the trend for the Compton dominance (CD) as a function of N a gamma0_log_parab\n",
"\n",
"hint: use the get_component_peak to extract the peak of the SED for each component"
]
},
{
"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": "3.7.7"
}
},
"nbformat": 4,
"nbformat_minor": 4
}