{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Tutorial 1  for JetSeT "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<style>.container { width:95% !important; }</style>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from IPython.core.display import display, HTML\n",
    "display(HTML(\"<style>.container { width:95% !important; }</style>\"))\n",
    "\n",
    "import numpy as np"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Basic setup and access to Jet class"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "import jetset"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1.2.0\n"
     ]
    }
   ],
   "source": [
    "print(jetset.__version__)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "See for more details:\n",
    "\n",
    "-     https://jetset.readthedocs.io/en/latest/user_guide/jet_model_phys_SSC/Jet_example_phys_SSC.html\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "from jetset.jet_model import Jet\n",
    "my_jet=Jet(electron_distribution='lppl')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "lp: log-parabola\n",
      "pl: powerlaw\n",
      "lppl: log-parabola with low-energy powerlaw branch\n",
      "lpep: log-parabola defined by peak energy\n",
      "plc: powerlaw with cut-off\n",
      "bkn: broken powerlaw\n",
      "superexp: powerlaw with super-exp cut-off\n"
     ]
    }
   ],
   "source": [
    "Jet.available_electron_distributions()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<i>Table length=11</i>\n",
       "<table id=\"table140621689526016-114368\" class=\"table-striped table-bordered table-condensed\">\n",
       "<thead><tr><th>model name</th><th>name</th><th>par type</th><th>units</th><th>val</th><th>phys. bound. min</th><th>phys. bound. max</th><th>log</th><th>frozen</th></tr></thead>\n",
       "<tr><td>jet_leptonic</td><td>R</td><td>region_size</td><td>cm</td><td>5.000000e+15</td><td>1.000000e+03</td><td>1.000000e+30</td><td>False</td><td>False</td></tr>\n",
       "<tr><td>jet_leptonic</td><td>R_H</td><td>region_position</td><td>cm</td><td>1.000000e+17</td><td>0.000000e+00</td><td>--</td><td>False</td><td>True</td></tr>\n",
       "<tr><td>jet_leptonic</td><td>B</td><td>magnetic_field</td><td>gauss</td><td>1.000000e-01</td><td>0.000000e+00</td><td>--</td><td>False</td><td>False</td></tr>\n",
       "<tr><td>jet_leptonic</td><td>beam_obj</td><td>beaming</td><td>lorentz-factor*</td><td>1.000000e+01</td><td>1.000000e-04</td><td>--</td><td>False</td><td>False</td></tr>\n",
       "<tr><td>jet_leptonic</td><td>z_cosm</td><td>redshift</td><td></td><td>1.000000e-01</td><td>0.000000e+00</td><td>--</td><td>False</td><td>False</td></tr>\n",
       "<tr><td>jet_leptonic</td><td>gmin</td><td>low-energy-cut-off</td><td>lorentz-factor*</td><td>2.000000e+00</td><td>1.000000e+00</td><td>1.000000e+09</td><td>False</td><td>False</td></tr>\n",
       "<tr><td>jet_leptonic</td><td>gmax</td><td>high-energy-cut-off</td><td>lorentz-factor*</td><td>1.000000e+06</td><td>1.000000e+00</td><td>1.000000e+15</td><td>False</td><td>False</td></tr>\n",
       "<tr><td>jet_leptonic</td><td>N</td><td>emitters_density</td><td>1 / cm3</td><td>1.000000e+02</td><td>0.000000e+00</td><td>--</td><td>False</td><td>False</td></tr>\n",
       "<tr><td>jet_leptonic</td><td>gamma0_log_parab</td><td>turn-over-energy</td><td>lorentz-factor*</td><td>1.000000e+04</td><td>1.000000e+00</td><td>1.000000e+09</td><td>False</td><td>False</td></tr>\n",
       "<tr><td>jet_leptonic</td><td>s</td><td>LE_spectral_slope</td><td></td><td>2.000000e+00</td><td>-1.000000e+01</td><td>1.000000e+01</td><td>False</td><td>False</td></tr>\n",
       "<tr><td>jet_leptonic</td><td>r</td><td>spectral_curvature</td><td></td><td>4.000000e-01</td><td>-1.500000e+01</td><td>1.500000e+01</td><td>False</td><td>False</td></tr>\n",
       "</table><style>table.dataTable {clear: both; width: auto !important; margin: 0 !important;}\n",
       ".dataTables_info, .dataTables_length, .dataTables_filter, .dataTables_paginate{\n",
       "display: inline-block; margin-right: 1em; }\n",
       ".paginate_button { margin-right: 5px; }\n",
       "</style>\n",
       "<script>\n",
       "\n",
       "var astropy_sort_num = function(a, b) {\n",
       "    var a_num = parseFloat(a);\n",
       "    var b_num = parseFloat(b);\n",
       "\n",
       "    if (isNaN(a_num) && isNaN(b_num))\n",
       "        return ((a < b) ? -1 : ((a > b) ? 1 : 0));\n",
       "    else if (!isNaN(a_num) && !isNaN(b_num))\n",
       "        return ((a_num < b_num) ? -1 : ((a_num > b_num) ? 1 : 0));\n",
       "    else\n",
       "        return isNaN(a_num) ? -1 : 1;\n",
       "}\n",
       "\n",
       "require.config({paths: {\n",
       "    datatables: 'https://cdn.datatables.net/1.10.12/js/jquery.dataTables.min'\n",
       "}});\n",
       "require([\"datatables\"], function(){\n",
       "    console.log(\"$('#table140621689526016-114368').dataTable()\");\n",
       "    \n",
       "jQuery.extend( jQuery.fn.dataTableExt.oSort, {\n",
       "    \"optionalnum-asc\": astropy_sort_num,\n",
       "    \"optionalnum-desc\": function (a,b) { return -astropy_sort_num(a, b); }\n",
       "});\n",
       "\n",
       "    $('#table140621689526016-114368').dataTable({\n",
       "        order: [],\n",
       "        pageLength: 100,\n",
       "        lengthMenu: [[10, 25, 50, 100, 500, 1000, -1], [10, 25, 50, 100, 500, 1000, 'All']],\n",
       "        pagingType: \"full_numbers\",\n",
       "        columnDefs: [{targets: [4, 5, 6], type: \"optionalnum\"}]\n",
       "    });\n",
       "});\n",
       "</script>\n"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "my_jet.show_pars()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<i>Table length=11</i>\n",
       "<table id=\"table140621689525776\" class=\"table-striped table-bordered table-condensed\">\n",
       "<thead><tr><th>model name</th><th>name</th><th>par type</th><th>units</th><th>val</th><th>phys. bound. min</th><th>phys. bound. max</th><th>log</th><th>frozen</th></tr></thead>\n",
       "<thead><tr><th>str12</th><th>str16</th><th>str19</th><th>object</th><th>float64</th><th>float64</th><th>float64</th><th>bool</th><th>bool</th></tr></thead>\n",
       "<tr><td>jet_leptonic</td><td>R</td><td>region_size</td><td>cm</td><td>5.000000e+15</td><td>1.000000e+03</td><td>1.000000e+30</td><td>False</td><td>False</td></tr>\n",
       "<tr><td>jet_leptonic</td><td>R_H</td><td>region_position</td><td>cm</td><td>1.000000e+17</td><td>0.000000e+00</td><td>--</td><td>False</td><td>True</td></tr>\n",
       "<tr><td>jet_leptonic</td><td>B</td><td>magnetic_field</td><td>gauss</td><td>1.000000e-01</td><td>0.000000e+00</td><td>--</td><td>False</td><td>False</td></tr>\n",
       "<tr><td>jet_leptonic</td><td>beam_obj</td><td>beaming</td><td>lorentz-factor*</td><td>1.000000e+01</td><td>1.000000e-04</td><td>--</td><td>False</td><td>False</td></tr>\n",
       "<tr><td>jet_leptonic</td><td>z_cosm</td><td>redshift</td><td></td><td>1.000000e-01</td><td>0.000000e+00</td><td>--</td><td>False</td><td>False</td></tr>\n",
       "<tr><td>jet_leptonic</td><td>gmin</td><td>low-energy-cut-off</td><td>lorentz-factor*</td><td>2.000000e+00</td><td>1.000000e+00</td><td>1.000000e+09</td><td>False</td><td>False</td></tr>\n",
       "<tr><td>jet_leptonic</td><td>gmax</td><td>high-energy-cut-off</td><td>lorentz-factor*</td><td>1.000000e+06</td><td>1.000000e+00</td><td>1.000000e+15</td><td>False</td><td>False</td></tr>\n",
       "<tr><td>jet_leptonic</td><td>N</td><td>emitters_density</td><td>1 / cm3</td><td>1.000000e+02</td><td>0.000000e+00</td><td>--</td><td>False</td><td>False</td></tr>\n",
       "<tr><td>jet_leptonic</td><td>gamma0_log_parab</td><td>turn-over-energy</td><td>lorentz-factor*</td><td>1.000000e+04</td><td>1.000000e+00</td><td>1.000000e+09</td><td>False</td><td>False</td></tr>\n",
       "<tr><td>jet_leptonic</td><td>s</td><td>LE_spectral_slope</td><td></td><td>2.000000e+00</td><td>-1.000000e+01</td><td>1.000000e+01</td><td>False</td><td>False</td></tr>\n",
       "<tr><td>jet_leptonic</td><td>r</td><td>spectral_curvature</td><td></td><td>4.000000e-01</td><td>-1.500000e+01</td><td>1.500000e+01</td><td>False</td><td>False</td></tr>\n",
       "</table>"
      ],
      "text/plain": [
       "<Table length=11>\n",
       " model name        name             par type      ...  log  frozen\n",
       "   str12          str16              str19        ...  bool  bool \n",
       "------------ ---------------- ------------------- ... ----- ------\n",
       "jet_leptonic                R         region_size ... False  False\n",
       "jet_leptonic              R_H     region_position ... False   True\n",
       "jet_leptonic                B      magnetic_field ... False  False\n",
       "jet_leptonic         beam_obj             beaming ... False  False\n",
       "jet_leptonic           z_cosm            redshift ... False  False\n",
       "jet_leptonic             gmin  low-energy-cut-off ... False  False\n",
       "jet_leptonic             gmax high-energy-cut-off ... False  False\n",
       "jet_leptonic                N    emitters_density ... False  False\n",
       "jet_leptonic gamma0_log_parab    turn-over-energy ... False  False\n",
       "jet_leptonic                s   LE_spectral_slope ... False  False\n",
       "jet_leptonic                r  spectral_curvature ... False  False"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "my_jet.parameters.par_table\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "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:  201\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:  100\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 jetkernel: 1000\n",
      " nu size: 500\n",
      " nu mix (Hz): 1.000000e+06\n",
      " nu max (Hz): 1.000000e+30\n",
      "\n",
      "flux plot lower bound   :  1.000000e-30\n",
      "\n",
      "--------------------------------------------------------------------------------\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<i>Table length=11</i>\n",
       "<table id=\"table140621641458064-397783\" class=\"table-striped table-bordered table-condensed\">\n",
       "<thead><tr><th>model name</th><th>name</th><th>par type</th><th>units</th><th>val</th><th>phys. bound. min</th><th>phys. bound. max</th><th>log</th><th>frozen</th></tr></thead>\n",
       "<tr><td>jet_leptonic</td><td>R</td><td>region_size</td><td>cm</td><td>5.000000e+15</td><td>1.000000e+03</td><td>1.000000e+30</td><td>False</td><td>False</td></tr>\n",
       "<tr><td>jet_leptonic</td><td>R_H</td><td>region_position</td><td>cm</td><td>1.000000e+17</td><td>0.000000e+00</td><td>--</td><td>False</td><td>True</td></tr>\n",
       "<tr><td>jet_leptonic</td><td>B</td><td>magnetic_field</td><td>gauss</td><td>1.000000e-01</td><td>0.000000e+00</td><td>--</td><td>False</td><td>False</td></tr>\n",
       "<tr><td>jet_leptonic</td><td>beam_obj</td><td>beaming</td><td>lorentz-factor*</td><td>1.000000e+01</td><td>1.000000e-04</td><td>--</td><td>False</td><td>False</td></tr>\n",
       "<tr><td>jet_leptonic</td><td>z_cosm</td><td>redshift</td><td></td><td>1.000000e-01</td><td>0.000000e+00</td><td>--</td><td>False</td><td>False</td></tr>\n",
       "<tr><td>jet_leptonic</td><td>gmin</td><td>low-energy-cut-off</td><td>lorentz-factor*</td><td>2.000000e+00</td><td>1.000000e+00</td><td>1.000000e+09</td><td>False</td><td>False</td></tr>\n",
       "<tr><td>jet_leptonic</td><td>gmax</td><td>high-energy-cut-off</td><td>lorentz-factor*</td><td>1.000000e+06</td><td>1.000000e+00</td><td>1.000000e+15</td><td>False</td><td>False</td></tr>\n",
       "<tr><td>jet_leptonic</td><td>N</td><td>emitters_density</td><td>1 / cm3</td><td>1.000000e+02</td><td>0.000000e+00</td><td>--</td><td>False</td><td>False</td></tr>\n",
       "<tr><td>jet_leptonic</td><td>gamma0_log_parab</td><td>turn-over-energy</td><td>lorentz-factor*</td><td>1.000000e+04</td><td>1.000000e+00</td><td>1.000000e+09</td><td>False</td><td>False</td></tr>\n",
       "<tr><td>jet_leptonic</td><td>s</td><td>LE_spectral_slope</td><td></td><td>2.000000e+00</td><td>-1.000000e+01</td><td>1.000000e+01</td><td>False</td><td>False</td></tr>\n",
       "<tr><td>jet_leptonic</td><td>r</td><td>spectral_curvature</td><td></td><td>4.000000e-01</td><td>-1.500000e+01</td><td>1.500000e+01</td><td>False</td><td>False</td></tr>\n",
       "</table><style>table.dataTable {clear: both; width: auto !important; margin: 0 !important;}\n",
       ".dataTables_info, .dataTables_length, .dataTables_filter, .dataTables_paginate{\n",
       "display: inline-block; margin-right: 1em; }\n",
       ".paginate_button { margin-right: 5px; }\n",
       "</style>\n",
       "<script>\n",
       "\n",
       "var astropy_sort_num = function(a, b) {\n",
       "    var a_num = parseFloat(a);\n",
       "    var b_num = parseFloat(b);\n",
       "\n",
       "    if (isNaN(a_num) && isNaN(b_num))\n",
       "        return ((a < b) ? -1 : ((a > b) ? 1 : 0));\n",
       "    else if (!isNaN(a_num) && !isNaN(b_num))\n",
       "        return ((a_num < b_num) ? -1 : ((a_num > b_num) ? 1 : 0));\n",
       "    else\n",
       "        return isNaN(a_num) ? -1 : 1;\n",
       "}\n",
       "\n",
       "require.config({paths: {\n",
       "    datatables: 'https://cdn.datatables.net/1.10.12/js/jquery.dataTables.min'\n",
       "}});\n",
       "require([\"datatables\"], function(){\n",
       "    console.log(\"$('#table140621641458064-397783').dataTable()\");\n",
       "    \n",
       "jQuery.extend( jQuery.fn.dataTableExt.oSort, {\n",
       "    \"optionalnum-asc\": astropy_sort_num,\n",
       "    \"optionalnum-desc\": function (a,b) { return -astropy_sort_num(a, b); }\n",
       "});\n",
       "\n",
       "    $('#table140621641458064-397783').dataTable({\n",
       "        order: [],\n",
       "        pageLength: 100,\n",
       "        lengthMenu: [[10, 25, 50, 100, 500, 1000, -1], [10, 25, 50, 100, 500, 1000, 'All']],\n",
       "        pagingType: \"full_numbers\",\n",
       "        columnDefs: [{targets: [4, 5, 6], type: \"optionalnum\"}]\n",
       "    });\n",
       "});\n",
       "</script>\n"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "--------------------------------------------------------------------------------\n"
     ]
    }
   ],
   "source": [
    "my_jet.show_model()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "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)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "my_jet.parameters.B.val=0.2\n",
    "my_jet.parameters.r.val=0.4"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "--------------------------------------------------------------------------------\n",
      "electrons distribution:\n",
      " type: lppl  \n",
      " gamma energy grid size:  201\n",
      " gmin grid : 2.000000e+00\n",
      " gmax grid : 1.000000e+06\n",
      " normalization  True\n",
      " log-values  False\n",
      "\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<i>Table length=11</i>\n",
       "<table id=\"table140621641458064-257710\" class=\"table-striped table-bordered table-condensed\">\n",
       "<thead><tr><th>model name</th><th>name</th><th>par type</th><th>units</th><th>val</th><th>phys. bound. min</th><th>phys. bound. max</th><th>log</th><th>frozen</th></tr></thead>\n",
       "<tr><td>jet_leptonic</td><td>B</td><td>magnetic_field</td><td>gauss</td><td>2.000000e-01</td><td>0.000000e+00</td><td>--</td><td>False</td><td>False</td></tr>\n",
       "<tr><td>jet_leptonic</td><td>N</td><td>emitters_density</td><td>1 / cm3</td><td>1.000000e+03</td><td>0.000000e+00</td><td>--</td><td>False</td><td>False</td></tr>\n",
       "<tr><td>jet_leptonic</td><td>R</td><td>region_size</td><td>cm</td><td>1.000000e+15</td><td>1.000000e+03</td><td>1.000000e+30</td><td>False</td><td>False</td></tr>\n",
       "<tr><td>jet_leptonic</td><td>R_H</td><td>region_position</td><td>cm</td><td>1.000000e+17</td><td>0.000000e+00</td><td>--</td><td>False</td><td>True</td></tr>\n",
       "<tr><td>jet_leptonic</td><td>beam_obj</td><td>beaming</td><td>lorentz-factor*</td><td>1.000000e+01</td><td>1.000000e-04</td><td>--</td><td>False</td><td>False</td></tr>\n",
       "<tr><td>jet_leptonic</td><td>gamma0_log_parab</td><td>turn-over-energy</td><td>lorentz-factor*</td><td>5.000000e+03</td><td>1.000000e+00</td><td>1.000000e+09</td><td>False</td><td>False</td></tr>\n",
       "<tr><td>jet_leptonic</td><td>gmax</td><td>high-energy-cut-off</td><td>lorentz-factor*</td><td>1.000000e+08</td><td>1.000000e+00</td><td>1.000000e+15</td><td>False</td><td>False</td></tr>\n",
       "<tr><td>jet_leptonic</td><td>gmin</td><td>low-energy-cut-off</td><td>lorentz-factor*</td><td>1.000000e+02</td><td>1.000000e+00</td><td>1.000000e+09</td><td>False</td><td>False</td></tr>\n",
       "<tr><td>jet_leptonic</td><td>r</td><td>spectral_curvature</td><td></td><td>4.000000e-01</td><td>-1.500000e+01</td><td>1.500000e+01</td><td>False</td><td>False</td></tr>\n",
       "<tr><td>jet_leptonic</td><td>s</td><td>LE_spectral_slope</td><td></td><td>2.000000e+00</td><td>-1.000000e+01</td><td>1.000000e+01</td><td>False</td><td>False</td></tr>\n",
       "<tr><td>jet_leptonic</td><td>z_cosm</td><td>redshift</td><td></td><td>1.000000e-01</td><td>0.000000e+00</td><td>--</td><td>False</td><td>False</td></tr>\n",
       "</table><style>table.dataTable {clear: both; width: auto !important; margin: 0 !important;}\n",
       ".dataTables_info, .dataTables_length, .dataTables_filter, .dataTables_paginate{\n",
       "display: inline-block; margin-right: 1em; }\n",
       ".paginate_button { margin-right: 5px; }\n",
       "</style>\n",
       "<script>\n",
       "\n",
       "var astropy_sort_num = function(a, b) {\n",
       "    var a_num = parseFloat(a);\n",
       "    var b_num = parseFloat(b);\n",
       "\n",
       "    if (isNaN(a_num) && isNaN(b_num))\n",
       "        return ((a < b) ? -1 : ((a > b) ? 1 : 0));\n",
       "    else if (!isNaN(a_num) && !isNaN(b_num))\n",
       "        return ((a_num < b_num) ? -1 : ((a_num > b_num) ? 1 : 0));\n",
       "    else\n",
       "        return isNaN(a_num) ? -1 : 1;\n",
       "}\n",
       "\n",
       "require.config({paths: {\n",
       "    datatables: 'https://cdn.datatables.net/1.10.12/js/jquery.dataTables.min'\n",
       "}});\n",
       "require([\"datatables\"], function(){\n",
       "    console.log(\"$('#table140621641458064-257710').dataTable()\");\n",
       "    \n",
       "jQuery.extend( jQuery.fn.dataTableExt.oSort, {\n",
       "    \"optionalnum-asc\": astropy_sort_num,\n",
       "    \"optionalnum-desc\": function (a,b) { return -astropy_sort_num(a, b); }\n",
       "});\n",
       "\n",
       "    $('#table140621641458064-257710').dataTable({\n",
       "        order: [],\n",
       "        pageLength: 100,\n",
       "        lengthMenu: [[10, 25, 50, 100, 500, 1000, -1], [10, 25, 50, 100, 500, 1000, 'All']],\n",
       "        pagingType: \"full_numbers\",\n",
       "        columnDefs: [{targets: [4, 5, 6], type: \"optionalnum\"}]\n",
       "    });\n",
       "});\n",
       "</script>\n"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "my_jet.show_electron_distribution()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 800x600 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "p=my_jet.electron_distribution.plot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 800x600 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "p=my_jet.electron_distribution.plot(energy_unit='TeV')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 800x600 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "p=my_jet.electron_distribution.plot3p()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [],
   "source": [
    "my_jet.eval()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1200x800 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "from jetset.plot_sedfit import PlotSED\n",
    "my_plot=PlotSED()\n",
    "my_plot=my_jet.plot_model(plot_obj=my_plot)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1200x800 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "my_plot=my_jet.plot_model(frame='src')\n",
    "my_plot.setlim(y_max=1E45,y_min=1E38,x_min=1E8)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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pdBwgzdQtVl51iw1V/IUkzfrjgEb/Nl3jtn+i8VveV5VszfV8ne4ql6eg0zEBAACA/0dPKQA+7YHvhuqo+VFvtK8gY4zTcYA0lyXAT3dVK6RFfR7T4BqfqVCWKoo+PVV3zWmltl8M1G+7Tsha63RMAAAAgJ5SAHzXD1vXam3sZN1SspOK5crqdBwg3bUpV0NtytXQvtMnNHT5RK3ZHqA7R/+sEgWPq3rpBD1Xp4uyh/BvAwAAAM6gKAXAJyUmJenF5QPkb/Pow5ZPOh0HcFTBiBwa3vpxud1Wy7Ye1dCfR+j7A9M1++tPVTa0sZ6u1VM1C5dyOiYAAAAyGYbvAfBJ/Rd+qni/HXqqan+FBQU7HQfIEFwuowZl8mhej4H6rNEUlQ1trE2xC3Xfj3eo/bgRWrrlqNxuhvYBAAAgfdBTCoDPOXomQfO2L1XBiPrqVqWR03GADKlm4dL6tvBgnYx7QW/+9JXWbCqg7mNXKW+h1apWJLteqNdN+cNzOB0TAAAAPoyiFACfM2jOJvkf76HP76nldBQgw8seEqqhtz0g29QqevdJvbh8gZYcm64lUyeoaFBdPVGjp5qUrOR0TAAAAPgghu8B8CnTdqzRnG3L9HKr8sobHu50HMBrGGNUrWgOze/2vr5tOVtVIzpod/wqPbniHnX4ZJrmrj+oxCS30zEBAADgQyhKAfAZJ+PO6uuDY5S70Aq1r5zf6TiA1yqXp6Am3P6Sfum6WN2LvyG/xLzq+2W0qn3aRb1mDNHWYwedjggAAAAfwPA9AD7j0XnvyO06rTfrD5fLRc0dSK2sQUF6um47qa4UveewXl4+X6tOfqsOs75RPv9aerBKN91xU20ZY5yOCgAAAC/EtzYAPmHhtj+0/uxMlQtsqTpFyjkdB/A5UYUjNafrR5rTYb7q5rpXR85v0oBfn1G7Ecs0c+1+JSQmOh0RAAAAXoaeUgC8nttt9crS9+Sv3Ho+qpPTcQCfVjhbbo1q00/nEx/TtPXrNCv6vJ6YslRh0WNUM1dLvVy/pwpny+10TAAAAHgBilIAvN43v+3VgW1tNaxzEWUNCHQ6DpApBPr76+4qVXV3FemnnTk1aOVK/XziK7Wc/rWKZamvp2ver/rFb3I6JgAAADIwhu8B8Gpbjh7U4B9W6K6qJdTupspOxwEypTrFSmlu1+Ga3maOoiLu0K5zv+jB74eox+ertHTLIbndXLUPAAAA/4ueUgC82kPzBkj5NunZ5vOcjgJkeqVy5dP421/UmYR+mrZ2u77+5aTumzpGYXl+Uq3wZnqj4APKGRrudEwAAABkEPSUAuC1Pl41R4fdP6t9kV7KHRbidBwAKcKCgtW95s2a81gdvdaikUL9IrX87Hg1mHyb7pk6UBuP7HM6IgAAADIAekoB8Eqnzp3VyA1vKaspo4GN7nU6DoDLMMaoS+U66lThFn378yJ9tfcHrY35Tu0/d6lVsTa695aCqlwol9MxAQAA4BCKUgC80sOz31aSOaW3GoyQy0WnTyCjq5yrsO665U0djD2tWWuP6ouf92vOoXcVERanrmXu1UM1W8vfz8/pmAAAAEhHfJMD4HW2HD6j1RuKq2HOR1WvGFf3ArxJwYgc6lu/jJY+00C9qrSV2ybqk60vqdq45nrhh890JuGc0xEBAACQTihKAfAqiUlJ6j89WgVDC+udlj2cjgPgBvn7ufRs3bu0utdMvVB5uML98+m7/R+p4Xvfa+SSbTpxNt7piAAAAEhjDN8D4FVeXDhWm/y+0EdtJirIn6E+gC/oXKm+Oleqr9/27tGUVaf0/sKNGrm1t8qE19DL9fqocr6iTkcEAABAGqCnFACvseXYAc3Z/4kKBt+kRmUKOx0HgIdVK1RYQ++oqB/61VbF7HW05eyPumd+OzWd2EdzNkc7HQ8AAAAeRlEKgNd4eO5ASUajWg5wOgqANFQ0R05NuvM1Leq4QA1y9dTh83/p6SX9dc9nv2jl9mOy1jodEQAAAB5AUQqAV/hk9Xwdcq9Uu8J9VDxHpNNxAKSDPKERGt76Cf1y7wI9W2WIjsde0D0Tp6rG5+31wcqZcrvdTkcEAABAKlCUApDhxV9I0rgVu5Qt6Ra91qi703EApLOQgCD1qBGlOY/V0Sttykky+nTrS4r6vKVeX/ylEi5ccDoiAAAAbgBFKQAZ3ojF23T0aGF93nqYXC7etoDMyhijHlH1tKrndD1b8UMF+2XX5D1DVXfMy/pq1R4lJCY5HREAAADXgW93ADK0H7ev02dbX1KPurlUMk+o03EAZADGGHWr0lAre3ylN6p/qgrht+mF6et1y/BBemjWezoed8bpiAAAALgGFKUAZFiJSUl6fukABWY5rocb3OR0HAAZULvyNfVZt0Za8GQ95c99VsuOj1ODr5uox/RB2nf6hNPxAAAAcBUUpQBkWC8tGqtzftv0WOXnFZElxOk4ADKwknnC9H3XNzWuyTQVD66j305NUYupzTRw7jKdPsecUwAAABkRRSkAGdLWYwc1e98nyudXR72ibnM6DgAvUa1gCc3s/K6mtJ6lSmF3adKKWNUZ+qP6zhytfafoOQUAAJCRUJQCkCG99sN8yQZqdMtXnY4CwAuVzV1QX9z1rJY/10itq2bR8hNj1GJ6M3Wb+pr2njrudDwAAACIohSADGjFtmNavi63+leYoOI5Ip2OA8CL5QnLoiHt6mtK6+9UOqSxfo+ZoZbTm6vntDd1Oo5hfQAAAE6iKAUgQzkdH6cn57+rasWyqnP1Yk7HAeAjyuYuqKmdhmpq6+9VJmsT/brrmOq8+aOGzvtde04ddToeAABApuTvdAAAuNjDs99WXNa5eqReVxljnI4DwMeUyZ1fUzoO0dEzCfpk+Q5N2DhGXxxcrirhbfX2bY8qb1h2pyMCAABkGvSUApBhLN6xXmvPTFeVsNvVoPjNTscB4MNyhwXphZblNLPbsyqbtal+j5mupt82V59Z7+rUubNOxwMAAMgUKEoByBDcbreeXzpAfkk5NLzV007HAZBJlMqVT1M6DtHXLWaqSJZb9NPxCWoy4gt9+etuXUhyOx0PAADAp1GUApAhvLN8ruJcW/V4pecVkSXE6TgAMpmb8xbW913e1/gmM1SnYA29NGO9an3SS6/+OEHnExOdjgcAAOCTfLooZYwpZIxZYoz5yxizzhhzV8ryMsaYtRfdzhlj2jscF8i0jscmaNLSANUKHKxe1W5zOg6ATCyqYDG9f3cVTXs4SlmD3Zq6923VHN9K762YJrebnlMAAACe5NNFKUmJkp6w1paX1ETSe8aYrNbazdbaytbaypLqSDoraYGDOYFM7elZM2RlNbQNBSkAGUOVgvm0rPsEvVJ1tIJc4Rq7bYBu+byrVm475nQ0AAAAn+HTRSlr7UFr7dqU+0cknZCU45LN2kpaZK1lVlPAAZ/9Nl+/nX9Dd9U5o5yhQU7HAYB/uavCrfq5x2Q9Xv4dhV6ooS6f/qrOny3U3C3RTkcDAADwehm6KGWMqWeMmWWMOWCMsZcbYmeMecgYs9MYE2+MiTbG1L3CvqpJcllr916yqqOkbzyfHsB/OR0fpw//eFPB7lLq36CD03EA4LKMMbq/ejMtfPAJjb6nqnYk/KBnVvZUiy8f0Z+HL/1YAQAAgGuVoYtSkrJK+kPSI5dbaYzpJOl9SYMkVZG0XNJcY0zhS7bLKWmCpN6XLA+XdKukOZ4ODuC/PTL7HSX5ndCb9V6Vn8vP6TgAcFXGGDW/OZ8WP/C6GufprX0Jq9VpTjt1m/q6jsbGOB0PAADA6/g7HeBqrLVzJc2Vkj8IXkY/SZ9Zaz9NefyEMaaZpL6S+qc8L0jSdElDrLUrL3l+O0nzrbXxV8uRso+LxxWFSVJSUpKSkpKu6zUhY0lKSpLb7aYdHbB811/6/cw0VQptr3pFb/JIG9CevoO29C2+1p5BLn8Na9ZXB2Lu1lML3tfvMdPUYmQBPVW/se6oWkB+rst+ZvEJvtaWmRlt6VtoT99BW6Y9frcZi7HWOp3hmhhjrKQO1toZKY8DJcVJustaO/2i7T6QVNlaW98kV7ImSdpsrX31MvucJWmMtXbWfxz7VUkDLl2+evVqhYaG3vBrgvPcbrdOnDihHDlyyOXK6B0HfYe1Vs/M26tDZqVGN2qv0MAsHtkv7ek7aEvf4uvtuf3kCX277oKW7IxRzqJT1K5QI3UsUdPpWGnC19syM6EtfQvt6Ttoy7QXGxur6tWrS1KEtZauzg7z5qJUfkn7Jd16cQ8oY8wLkrpba8sYY+pIWiZp3UW76matXW+MiZC0RVIha+35/zj25XpK7Ttx4oTCw8M98OrglKSkJG3btk0lS5aUnx/Dx9LLl6u36JUZOzShZzXdWjKXx/ZLe/oO2tK3ZJb2XL59l5796Wmd89umMPdNevmWp3VbqSpOx/KozNKWmQFt6VtoT99BW6a9mJgY5ciRQ6IolSFk6OF71+jSqpr5e5m19iddYd4sa+1pSZHXdABrEyQl/P8BUoYS+vn58UbhA1wuF22ZjnacOKy3/+qlWyp2U70yrTy+f9rTd9CWviUztGeD0iX0S8mpem/ldE3YPELP/NJLo9e01pjWrygy3DM9QjOCzNCWmQVt6VtoT99BW6Ytfq8Zizf3BzwmKUlS3kuW55F0OP3jALgWfecMlJSk127jansAfI/L5dJTde7Qym5z1Tj3A9p1MEwN3l6iofOjdTzujNPxAAAAMhSvLUqlDLmLltT0klVNJV06oTmADODz6IU6kLRcrQo+oFK58jkdBwDSTNbAIH3Q6lEte+hp3XtLEU3YPEINv26pN5ZMktvtdjoeAABAhpChi1LGmFBjTGVjTOWURcVSHhdOeTxM0v3GmF7GmHLGmPckFZY02om8AK4sJiFOH6wdouCkknqjcS+n4wBAuogIDlD/luU0/vYXlN2vuL7ZPUS1xt2p7zetdjoaAACA4zJ0UUpSNUm/p9yk5CLU75JekyRr7TeSnpD0iqS1kupJammt3Z3eQQFc3eilm3X+bCENrT9Q/ozjBpDJVC9YUku7j9ej5d/SeXtGz//ygJ6aukwnzl71WisAAAA+LUNPdG6tXaLkicuvts1ISSPTJRCAG7L9aKw+XXpIvev1V6MSZZyOAwCO6V29he6p3EhvL5mnKSvO6Yf1C9W81gG93vheZQkIdDoeAABAusroPaUAeDm32617Zz2snJGb9Uijkk7HAQDHhQQEaUDTdlr8dAPVLHdKcw99qFsmtNHn0QucjgYAAJCuKEoBSFOv/DheMX5r1OOW0soSwLA9APhbrtAgfdqpiwbV+ET+JouGbeinhhN6KXr/dqejAQAApAuKUgDSzI4ThzVzz2hFum7Rg9VbOh0HADKkduVr6pfu03V7wWd0LHGz7vniG32wcKviLyQ5HQ0AACBNUZQCkGYemjNQktXIFq86HQUAMjQ/P5cGNr5XizrOVbcK7fXRj1tV95OnNGrVHKejAQAApBmKUgDSxNItB7QndodaFrhfpXPldzoOAHiFPKHheqFlec18pIb8gvdp5Mbn1HBCT607tMvpaAAAAB5HUQqAxyUkJmngrC0qZ1/UoCb3OR0HALzOTflzaWX3ybqz0HM6lrhZXebeoYdmvacLSW6nowEAAHgMRSkAHvfk7E+09+xmDbm9svz9mNwcAG6Ey+XSgEb3aN4d36tkcCMt2rJDrT5crl93HHc6GgAAgEdQlALgUct3/qVlJ0arWvn9Kh0Z5nQcAPB6BSJyaMbdb2tKp9cVEuivblOH6rYv+mrHicNORwMAAEgVilIAPMbtduuZJQPk586mUa2eczoOAPiUCgWzaVrf2rqjUjkdPB+tdjPaacCP4+V2M6QPAAB4J4pSADzm1cUTdNa1SQ9VeFbZgrM6HQcAfI7LZTTktl6a0maG8gRU0LS97+jW8Xdr0+GjTkcDAAC4bhSlAHjEsdh4Td/5hSJdt+jBGi2djgMAPq1M7vxa1O0T9Sk7RAnnsqv98NUavXS74i9ccDoaAADANaMoBcAj3py7WTrwkEa3eN3pKACQaTxcs7WW3zdC99QsqneXz1DtiW007c+VTscCAAC4JhSlAKTat+tWacraTXqheTWVzBXpdBwAyFSyBvnrpdblNeyOejJy6ZXVfdTh62d0OPa009EAAACuiqIUgFQ5k3BOg1b3V2SJmepUrZDTcQAg02pTrrpWdJuhejl7auu5RWo6ubW+iP7F6VgAAABXRFEKQKo8MvtdJfod06B6z8nlMk7HAYBMLUtAoEa2eVLjmk5WDlNRL005pIe/XKMDp2OdjgYAAPA/KEoBuGHLdv6p6NNTVDG0vRqXrOR0HABAimoFS2pxj+H6oFN1rdyzUc2mNNdri7+Q2+12OhoAAMD/oygF4IZYa/XskoHyc2fXyFbPOh0HAHAJY4zaVS6gKb0bK3dAWX275001mNhdG4/sczoaAACAJIpSAG7Q1DX7dWRXEz1Z+RVlC87qdBwAwBWUyJlXP977qe4t/opOJm1Xx+9v11tLv5O11uloAAAgk6MoBeC67Tt1Um/MXq+25aqrR1RDp+MAAK7BM3Xv0qz2M5Q/oIZGLYhRr3Grtf/UWadjAQCATIyiFIDrdt/3Lyopz8d6sVU5p6MAAK5D0Rx5NL/bcH3Spak2HDyi5pM76PkfPmGuKQAA4AiKUgCuy+fRC3QgablaFW+l3GFZnI4DALgBTcpHaubDt6pASGnNPvih6ozvrDUHdjgdCwAAZDIUpQBcs9Pxcfpg7VAFJ5XSG417OR0HAJAK+SOya949w9Wn7BDF2gO6d35HvfDDBOaaAgAA6YaiFIBr9sjsd5Xod1xv1n9V/n5+TscBAHjAwzVba/5d36lI0K365pdT6v75ah06He90LAAAkAlQlAJwTbYdidXqLf6qEd5VDUtUdDoOAMCD8oVl1+wuH+izTndr48FTavplL722+AvmmgIAAGmKohSA/+R2u/Xi9PXK619LI9v0czoOACCNNCiTR7Merak8YaH6ds+bavzF/dp14ojTsQAAgI+iKAXgP7206HP9kTBCr7UvrywBDNsDAF+WNzxCi7qN0d1FXtCxxD/VZkZ7Df9lltOxAACAD6IoBeCqth8/pFl7x6hw9lDVKxXpdBwAQDp5sUFnfd1qisJdRfXB0l/Uf9p6nU1IdDoWAADwIRSlAFxV37mvSpJGtXzV0RwAgPR3U2QhLb/3Cw2o/4Bm/L5fjce+qjm71zodCwAA+AiKUgCu6LPf5utg0gq1KdRbJXLmdToOAMABLpdL99Qqqu8erSWFbNLYg4PVeerLOpNwzuloAADAy1GUAnBZ8ReSNOaXFQpJKqs3Gvd0Og4AwGGl8mTTsq5fq2JgB/11do7qfdFe87f+7nQsAADgxShKAbiskYu36cTBWprQ6lO5XLxVAACkQH9/vVK1s96u/Zkk6cm5I/T5ip2y1jqcDAAAeCO+aQL4H4u3r9OYdZ/qwfpFVSYywuk4AIAM5raSlbWk63TdWfQhDZz1l27//HNtPLLP6VgAAMDLUJQC8C+JSUl6bukAZckerQfqFXU6DgAgg4rIEqLX2lbV2J5R2u7+Qh2/v1PvrZjmdCwAAOBFKEoB+JeXFo3VOb9teqzy84rIEuJ0HABABteoTF5N7zBJ2fxKaey2AWo96QmdiIt1OhYAAPACHilKGWMCjDGFjDFljDE5PLFPAOlv67GDmr3vE+Xzq6NeUbc5HQcA4CVK5Myrpd3Gq1nkw9qVsEy3TXxUG/afdjoWAADI4G64KGWMCTXGPGiMWSLptKRdkv6SdNQYs9sY84kxprpnYgJID8/NHyvJaHTLV52OAgDwMi6XS+8076Ph9Sco5/m26jByhd7/8TclJiU5HQ0AAGRQN1SUMsY8qeQi1AOSfpR0u6TKkspIukXSQEn+khYYY+YZY0p5IiyAtPPT1mNas76SHis7QsVzRDodBwDgpRoUv1mz+rZT99qF9Mm2Z1R/YjdtP37I6VgAACADutGeUrUlNbTWVrPWvmatnWetXW+t3WatXWWtHWut7SkpUtJ3kup7LDEAjzt17qyenTNZtYrn1P23RDkdBwDg5QL9XXqpVQU9VOkpxbh3qsPMO/R59EKnYwEAgAzmhopS1tq7rLXrr2G7BGvtSGvtpzdyHADp46HZbysmfIz6tYiUMcbpOAAAH/Fwzdb6pvW3CjH59e76fuo1/R0lua3TsQAAQAbB1feATG7htj+0LnaGqkbcoRqFijsdBwDgY8rnKahl3b5S9YjOWv6nnzp/8osOnj7ndCwAAJABeKwoZYxhzA/gZRKTkvTCslfln5RTI1o97XQcAICPCvT31+cd+uvLrt21+/hZNfuirz5YOd3pWAAAwGGe7CnFJwvAywz4caLO+W3TE5X7Kywo2Ok4AAAfV6NYDk1/uLoiQpP06dZXdPvXzyo2Id7pWAAAwCH+17OxMWbylVZJypH6OADSy9EzCfpuZS5VLv2YekQ1cToOACCTyB8RoaXdxuvxOcO1+OhY1f9ygz5q/K5qFynndDQAAJDOrrenVBNJ4yWNuMztrGejAUhLL3+/UgGuIH3YtrvTUQAAmYzL5dJHrR/T4JpjlGjj1XvqBM3644DTsQAAQDq73qLUEkmx1tqll9yWSPrd4+kApImPV83RT/H9dH+jLMqeNdDpOACATKpt+Rr6oeN0Ncx7px796nc9OGWiziQwCToAAJnFdRWlrLW3W2uXXmFdc89EApCWTp07q5Hr31KoSqjPLbc6HQcAkMlFhkXow85V9Vzr/Fpx5j01/PIuRe/f5nQsAACQDlI10bkxJq+nggBIH31nv6kk12m93eA1uVyevNYBAAA3xhijvnWqaFDNUTpvz6jH/C766OeZTscCAABpLLXfSH/wSAoA6WLB1rVaHztT1bLdqbrFyjsdBwCAf2lXvqZm3zFV2VxlNGbLS+o74xMlJrmdjgUAANJIaotSxiMpAKQ5t9vqo0X7FBJ/qz5q2c/pOAAAXFahbLm0uNs41c3RW/NX51C3z1bpUEyc07EAAEAaSG1RynokBYA099WqPVq3y+ij215XWFCw03EAALgifz8/jWzzqL7s1UBbju/WbZPbavyahU7HAgAAHsaEMkAmsOnoPg1d94CaVbmgmsVzOh0HAIBrckuJnPryvjoKdmXT2+v66YGZbykxKcnpWAAAwEMoSgGZwMPzBkr+MerftLbTUQAAuC5l8xTQsm5fqUJoB/1yaqIaftFde08dczoWAADwgNQWpc57JAWANDPy1+91xP2Lbi/aV0Vz5HE6DgAA1y0oIEBf3TlQvUsP0qnE3br7sx/014EYp2MBAIBUSlVRylpbzVNBAHjeybhYfbzhHYW6y2pAg25OxwEAIFUevaWtvms3W+H+hXT76CUaunSK05EAAEAqpHr4njHmR2PMgMssz26M+TG1+wdw497+8VclJgXo7YavyeVitC4AwPsVyxWuaX1rq2KZHfpy10Dd/s2zOnchwelYAADgBnjiW2oDSY8YY2YYY7JetDxQUn0P7B/ADdh0KEaTVyboweIjVKdoOafjAADgMcGBfvq682NqlOtBbTk3Xw2+6Kwtxw44HQsAAFwnT3WdaCIpr6RfjDFFPbRPADcoMSlJD3z/kgrmiVWfBiWdjgMAgMe5XC590OoRPV/pfcXZQ7rzu45asWOv07EAAMB18FRR6qCSe0Wtk7TaGNPAQ/sFcAOe+2GMTgUs1n31cyvQn2F7AADfdU+Vhvqq5dfKeaGFen62QV+v2u10JAAAcI088W3VSpK1NsFa21XSB5LmSXrIA/sGcJ02HtmnHw6NVSH/BupWpaHTcQAASHM35y2sefc9rzuiCurlHz9Vq0mPKSYhzulYAADgP3iiKGUufmCtfUNSV0lPeWDfAK7Tw/MGSNZfo1u94nQUAADSTZC/n4bcXkF3VS2m3QnL1ejLTlp3cJfTsQAAwFV4oihVTNLRixdYa6dKqimplwf2D+AaTVu3QUcS1+rOog+pcLbcTscBACDdDb6tl16rMUrn7Sl1ndtZE3/nYtAAAGRU/qndgbX2sgP3rbV/SvoztfsHcG3izidq2NwjujnXEL3coInTcQAAcMztN9VSxbzfquvMRzTk5w9lEorrnlpFnY4FAPAS0dHRgZKKSPJzOosXcks6GBUVdeZaNr7hopQxJvxatrPWxtzoMQBcu2fmfKWjZ0P15f23yeVicnMAQOZWMmdeLek2Sa99v0YvzfhTv+3fqsFt6ikkMMjpaACADCw6Orqgy+Wa5nK5cuuS6YpwTay19kJ0dPQESYOjoqLcV9s4NT2lTillkvMrMCnrqSwCaWzeljVaeuod1Y+6V0VyZnU6DgAAGUJwQKCGdKilm/Lv0JB1PbXyyxya1GakSubK53Q0AEAGFB0d7TLGDAwODi5csGDB4y6X62o1D1yGtdacPXs25NChQ30vXLggSW9cbfvUFKUuvqyXkTRH0v2S9qdinwCuU2JSkl766VUF2Dx6r/kjTscBACDDuadmcflleV2Do5/X7d911JDa76lV2WpOxwIAZDy5XC5X/cjIyJjQ0NBzTofxVlmzZj0nKeeBAwfujY6O/uBqQ/luuChlrV168WNjTJKkX6y1O250nwCu37M/jFGC3049X/kjZQ1iSAIAAJfTuVI9lcszSffNeVjP/dxbfx7pr2fr3eV0LABAxpLNGOMfGBgY63QQb5c1a9Y4Y0yIpHySrliUYuIZwIvtOH5MCw6OVeGAhupaqYHTcQAAyNAq5yuqhZ0nK69fTX28+IiG/bBZbjcjMwAA/88lScYwlVRqGWOskkfVXbXuRFEK8GLvztujgOO9NLrlK05HAQDAK2QPyaoF3UaqX71m+mjxZrWa+LKOxJ52OhYAAJmSp4tS/KkJSCdT/1iv2ev3a0DTtiqULZfTcQAA8BrGGD3csKReuyOP9rrnq/nkjvr9ADNQAACQ3m54TiljzLRLFmWRNNoYc/bihdba22/0GAAu73jcGQ387RGVKFNDbSu1djoOAABeqVu1Wsqb7VM9tfRx3Tuvq16p8bbuurmO07EAAMg0UtNT6vQlty8kHbjMcgAe1uf7IXK7YjSo8f2MdwYAIBWalqykae2/Vhbl1cDVj2rsql+cjgQAwHXbv3+/f5cuXYrky5evQmBgYNVcuXJVqlOnTqmFCxdmdTrb1aTm6ns9PRkEwLWZvfk3bYybrVo5uqhW4TJOxwEAwOuVzJlXi7pM0v1TP9Fr047pTMxWPdqohFwupl8FAHiHtm3blkhMTDRjxozZVaZMmYT9+/f7//DDD+HHjh274bpPeuB/WsCLnE9M1IAVAxWQlFcftnzC6TgAAPiM8CzB+qbLo3qqaRl99OsUNf3yAZ06xxXBAQAZ37Fjx/zWrFkTOnjw4H1t2rQ5U7p06fMNGzaMGzJkyKG777779F133VW0YcOGJS9+zoULF5QrV65K77//fk5JqlGjRpkePXoU6tOnT8GIiIjKuXLlqtSvX7/8lx6nc+fORXLmzFkpKCioaqlSpW766quvIlKTPUNXzAD826RVu3X6aEW93qKZQgKCnI4DAIBPMcbo0caldC6glCZs/1ZNvrpbX7T+WGXzFHA6GgDAIWcTEl1/HYzJkt7HLZ8vPD5rkL/7WraNiIhICgkJcU+bNi17o0aNzgYHB//rInS9e/c+2qJFi7K7d+8OKFKkyAVJmjx5ckRcXJyrZ8+eJ//eburUqTl79+59+Kefftq4dOnS0Mcee6xo3bp1Yzt06BCTlJSkJk2alDp79qzfp59+urNMmTLxf/zxR7Cfn1+qLnhHUQrwEgdPx+md+dt0V+W7dXfFCk7HAQDAZz1b706VyVVYL/3cTx2/76Q367yvFqWrOR0LAOCAvw7GZLlr9M/l0vu43/a5ZWP1ojnirmXbgIAAjRgxYufjjz9e9Msvv8xdvnz5uNq1a5/p1q3biZo1a55r2rTp2aJFi8Z/8sknOd54443DkjRu3LhcLVu2PBkREfH/ha/SpUufe/fddw9KUoUKFRI+/vjjPAsWLAjr0KFDzMyZM8PXr1+f9ffff99QsWLFBEkqX778+dS+TopSgJfoMvMR+efMrueaDXU6CgAAPq9d+Roqnn2Sus/pq2cWD1BA4mdqUj6v07EAAOmsfL7w+G/73LLRieNez/Y9evQ41bFjxz/mz58ftmLFiqyLFi2KGD16dN5hw4bteuyxx45369bt6Pjx43O/8cYbh/fv3++/ZMmSiFmzZm351zHLlz938eM8efKcP3r0aIAkrVmzJjgyMvL83wUpT6EoBXiB91fO0DG7Wp0q9ldESIDTcQAAyBQq5CusBXd/rX5TftEDE6PVr1kBPVyvIhOgA0AmkjXI332tPZacFhISYjt06BDToUOHGEkHO3XqVGTo0KH5H3vsseMPPvjg8UGDBhVcuHBh1p9++im0QIEC55s3b/6vyRMDAgL+NRTPGCO3O7kj1aVDAj3FY/+jGmOiPLUvAP84GhujsRuHKdzerBfq3e10HAAAMpWcWcP0ebcmuq9uIY3a0k9tv35C5y549I/EAACkiXLlysWfO3fOJUl58+ZNatq06anPPvss16RJk3J27tz52PXsq3LlynGHDx8OXLdunUcnN/bkn3mme3BfHmGMKWSMWWKM+csYs84Yc9dF6xKNMWtTbp86mRO4mr6zB8vtitX7TV7nL7MAADjA5TJ6qWVFtS96j3adX6omX3bXkdhTTscCAECSdOjQIb9atWqVHjlyZI5ff/01eNOmTYFjx47NPnz48LxNmzY99fd2999//7GpU6fm3LFjR/CDDz54/HqO0apVq9hq1aqdufPOO0tMnz49fNOmTYGTJ08OnzJlSnhqsl/X8D1jzOQrrZKUIzVB0kiipCestWuNMXkkrTHGzLHWnpV0ylpb2dl4wNWt33dKGw4dV72inVW9YMn/fgIAAEgzg2/rpaKrC+jD9S+p+eROmthqjG6KLOJ0LABAJhcREeGOioo6O2LEiMg9e/YEJSYmmrx5857v2rXr0UGDBh38e7t27drF5M6d+0KpUqXOFS1a9ML1Hue7777b/sgjjxTq1atXsXPnzvkVLlw4/rXXXtufmuzXO6dUE0ndJMVestxIqpeaIGnBWntQ0sGU+0eMMSeUXDw762gw4Bokua1enLFBRW03DW91q9NxAACApN7Vm6lIRKSeWf6Eek6apS+6dFfpyDCnYwEAMrHg4GA7YsSI/ZKuWiA6e/asKyYmxq9nz57/M3Rv1apVmy9dtnDhwu0XP46MjEz69ttvd6U278WudyzQEkmx1tqll9yWSPrdk8EkyRhTzxgzyxhzwBhjjTHtL7PNQ8aYncaYeGNMtDGm7hX2VU2Sy1q7N2VReMr2Pxlj6ns6O5Baz84fo42xCzSoQwUF+vs5HQcAAKRoVrqyZnWYqRymou4YuUJfrf3Z6UgAAFxRUlKSdu3aFdCvX7/8YWFhSV26dDnldKa/XVdRylp7u7V26RXWNfdMpH/JKukPSY9cbqUxppOk9yUNklRF0nJJc40xhS/ZLqekCZJ6X7S4qLU2SlIfSROMMakaBwl40rpDuzT/0CcqW+S0oopkdzoOAAC4RJEcEfq2zy0qUnSTBq3to/4LxjgdCQCAy9q2bVtgsWLFKs6aNSvHqFGjdgUEZJwrul/v8L1/McbktdYe8lSYS1lr50qam3Ksy23ST9Jn1tq/Jyp/whjTTFJfSf1Tnhek5EnYh1hrV1607wMpPzcYY/6SVFrSb5c7SMo+Lp5hPkxKrjYmJSXd8OuD85KSkuR2uzNcOz46/1UZG6gRzV7McNkysozanrh+tKVvoT19B235byEBLn3TuY86Tt2j7w98pN1T9mpcu5fl58r4PZxpS99Ce/oO2jLtZcbfbZkyZc5ba6OdznE5qSpKSfpBUkVPBLlexphASVGShl6y6gdJtVO2MZLGSfrRWjvxoudmlxRnrU0wxhSUVF7Sjqscrr+kAZcu3L59u0JDQ1PzMuAwt9utEydOaNu2bRnmynZfbPlJJxSt5tn7Ku7IcW09cl0XRcjUMmJ74sbQlr6F9vQdtOXlvV3lfr3xezati52iphP36r3q/RQSEOh0rKuiLX0L7ek7aMu0Fxt76RTZcFJqi1KX7b6UTnJJ8pN0+JLlhyXlTbl/q6ROktZdNB9VNyX3dPrYGOOWZCU9bq09cZVjDZE07KLHYZL2lShRQuHhjPrzZklJSdq2bZtKliwpPz/n/6oZm5Co75cMUniWChrc+gH+I7pOGa09ceNoS99Ce/oO2vLKJpZ5UUOWldKkDXP01s9nNKpLlMKDM87wiEvRlr6F9vQdtGXai4mJcToCLpLaopT1SIrUuTSD+XuZtfYnXXnerArXfABrEyQl/P8BUoYS+vn58UbhA1wuV4Zpyw9/3Kz4/Xfrq0eqKSON8/UmGak9kTq0pW+hPX0HbXllLzXsrKZFblPvidFq//mXevf2+qpWoKTTsa6ItvQttKfvoC3TFr/XjMWbu2Eck5Skf3pF/S2P/rf3FJDhzd4UrfFrFuvJJmVVLjLS6TgAAOAG1CyeU1P63KLTWaap5/xumrN5tdORAADIsLy2KGWtPS8pWlLTS1Y1lbTyf58BZFwJiRf0yspXFF7ge/W4tYjTcQAAQCqUigzT5A6fKtDm1HMr++qz6HlORwIAIENKbVHqvEdSXIExJtQYU9kYUzllUbGUx4VTHg+TdL8xppcxppwx5j1JhSWNTstcgKc9NW+kElx79UKNlxTkn9pRtQAAwGmlc+XT3E6TFKbSem/9c3pz2TdORwIAIMNJVVHKWlvNU0GuoJqk31NuUnIR6ndJr6Uc/xtJT0h6RdJaSfUktbTW7k7jXIDHrD24S0uOTlSJoKa6s8KtTscBAAAekic0XAu6fq5Cfk308aKzmvDzLqcjAQCQoaR6+J4xJtgYE3LR4yLGmCeMMbeldt/W2iXWWnOZW4+LthlprS1qrQ2y1kZZa5el9rhAeur3w5syNkijWr3odBQAAOBhWQODNLvrO+pVvZZe+e539Zz2rpLcSU7HAgD4mP379/t36dKlSL58+SoEBgZWzZUrV6U6deqUWrhwYVZJWrFiRXDDhg1L5siRo1JQUFDVAgUKVGjVqlXxgwcP/muozrhx47LVqFGjTFhYWOWQkJAqpUuXLv/000/nO3z4cJrMEO+JOaVmSrpXkowx2ST9KukpSTONMX09sH/AZ83/85B2bG6sR8sPVv7wHE7HAQAAacDlMnqpdXl1qX9eq2PGq/mkPjp7Pt7pWAAAH9K2bdsSf/75Z/CYMWN2bdiwYcO33367tW7dumeOHTvmv3//fv9WrVqVyZEjR+KsWbO2/PHHHxtGjRq1KzIy8kJsbOz/14UeffTRAvfff3+JKlWqnJ02bdrW33///c8333xz3/r160PGjBmTMy1ye2LymqqSnky5f6eSr3xXRdIdSh5mN8oDxwB8zuHY03rl+5VqVLqIHqiZ1iNhAQCA0wY376SsS6Svdg5V00ndNOPOMcoTmt3pWAAAL3fs2DG/NWvWhH7//febW7VqFStJpUuXPt+wYcM4SZo4cWK22NhY19dff70rICBAklS2bNnzbdu2PfP3PhYvXhwyfPjwvK+99trel19++cjfy8uUKXO+Q4cOMceOHUuTnlKeKEqFSPr7hdwmaZq11m2M+UUSlxEDrqDP94N0NtcKvdRqtowxTscBAADp4MUGnZQ/LJfe/aO/WkzurFl3fKP8ERFOxwIAXElCrEuH12dJ9+NGVohXUKj7WjaNiIhICgkJcU+bNi17o0aNzgYHB9uL1+fPn/9CUlKSmThxYvYePXqcdLn+d9DchAkTcoaEhLifffbZo5c7Rq5cudJk7LknilLbJLU3xkyX1EzSeynL80iK8cD+AZ8z469ftDV+nurm6aHiubM5HQcAAKSjnlGNlTf0Y/WfO01dP/ldE3rVUKEcIf/9RABA+ju8PovGNi+X7sftNW+jCt8Sdy2bBgQEaMSIETsff/zxol9++WXu8uXLx9WuXftMt27dTtSsWfNc48aNzz7yyCOHevfuXaxfv35FKlaseLZ+/foxvXv3Pl6oUKFESdqxY0dQwYIFE4KCgux/Hc+TPFGUek3SJCUXoxZZa39OWX6b/rlqHoAU8RfO6/VfXlOgCui95o84HQcAADigRZkquilXGd079le1HT9MA5o1VPvyXIUXADKcyArx6jVvoyPHvQ49evQ41bFjxz/mz58ftmLFiqyLFi2KGD16dN5hw4bteuyxx45/9NFH+1988cVDc+bMCf/555+zjhs3LvcHH3yQb+HChZtr1KhxzlprnBjBk+qilLV2ijHmJ0n5JP1x0apFkqandv+Ar3lq/kgluPZpYPXRyhIQ6HQcAADgkMI5Q/RNn5pqPfkjvfzrNB0/N0j3RbVwOhYA4GJBoe5r7bHktJCQENuhQ4eYDh06xEg62KlTpyJDhw7N/9hjjx2XpLx58yb16tXrZK9evU7Gx8fvv/nmm8sPHTo0ctq0abtKlCgRHx0dHZqQkGDSs7eUJ66+J2vtIWvt79Za90XLVllrN3li/4Cv2H/qnBb/nk2VQ+7VHTfVdjoOAABwWGRYiObePV5hKqv31vfXW8u/djoSAMBHlCtXLv7cuXOXrftkyZLFFi5cOCEuLs4lSd26dTsRFxfneuutt3JfbvuMPNE5gGvgdrv18sy1CvMrqFFtuzodBwAAZBC5soZpQdexavPVY5qwfbDiL1i90qiz07EAAF7i0KFDfu3bty9x7733HouKijoXERGRtHLlyqzDhw/P27Rp01NfffVVxNdff53j7rvvPnHTTTfFW2s1derUbMuWLYv44IMPdkpSo0aNzvbp0+fQwIEDC+3fvz/wzjvvPFm4cOELGzduDBo9enTu2rVrx158VT5PoSgFpJN3V0zVLwmj9XrLkQrLEuB0HAAAkIFkDcyi+feMUpfJb2rsQn/lD9ih++sWdzoWAMALREREuKOios6OGDEics+ePUGJiYkmb96857t27Xp00KBBB/fs2RPw3Xffufv371/o8OHDAQEBAbZIkSIJw4YN2/Xwww+f+Hs/o0aN2h8VFRX38ccf5/niiy9yu91uFSpUKKFt27Yn+/btezwtslOUAtLBoTMnNXHrB8oZVFQdKpZyOg4AAMiAAvz8NPnu/nor+2YNmr9Siw9P1ITbX5KfK01GTAAAfERwcLAdMWLEfkn7L7e+fPny57/66qvd17Kv+++//+T9999/0qMBr8Ijc0oBuLo+swfLbc7pw6avy+Xinx0AALg8Y4yea15Wd9S+oD9ip6rVVw8p/sJ5p2MBAJAm+HYMpLFpf67Utvj5qpfrHlXJX8zpOAAAwAu807Kn7izUX/vO/6rbvuqhU/GxTkcCAMDjKEoBaSgxya3hSzYoOPEmDWv+sNNxAACAF3m1cWc9WHawTiRtVouveupswgWnIwEA4FEUpYA0NG7lLu3aV0CfNR+lLAGBTscBAABe5tFbWqp/lfcVc/gW9fh8tWLiKUwBAHwHRSkgjazZv0Pv/TFAHWtmV8WC2ZyOAwAAvFTXynX1RZee2nQoRi3Hv6JNR/c6HQkAAI+gKAWkAbfbrccXvCK/kJ16onE5p+MAAAAvV6Vwdn3So5xO+6/Q3bO66fcD25yOBABAqvmndgfGmGFXWGUlxUvaJmmmtfZEao8FeIt3fpqqU+YPdS/9qvKGZXc6DgAA8AG1ihbRJ03HqveC3uo+r7tGNv5YdYrc7HQsAABumCd6SlWRdJ+k3pLqS2og6YGUZY0lDZO0zRhT3gPHAjK8AzEnNHHbB8quKnq6zh1OxwEAAD6kVuGS+rLleLncoeq76H4t27nR6UgAANwwTxSlZkpaKCm/tTbKWltVUgFJCyR9lXJ/maT3PHAsIMMb+MNsWV3Qh7e95nQUAADggyrkK6Sp7Scq9HxdPfHFbv154LTTkQAAuCGeKEo9I+lla23M3wtS7r8q6VlrbZyk1yRFeeBYQIa2du8p/RCdQw+XHKvK+Yo6HQcAAPioErnyaE63QSqYPVR3j5+kcb/PdzoSAADXzRNFqQhJeS6zPLek8JT7pyQFeuBYQIYVdyFBj37/kcrnD9YDtzK5OQAASFvZswbqy/trKjzPb3rnj+c0/NdpTkcCADhk//79/l26dCmSL1++CoGBgVVz5cpVqU6dOqUWLlyY1elsV5Pqic6VPHxvrDHmKUmrlTzBeQ1J70iakbJNDUlbPHAsIMPqN2+4TgZ/q2drNpe/Hxe2BAAAaS8sS4DmdR2hll89rNEbX9WZ82fVv243p2MBANJZ27ZtSyQmJpoxY8bsKlOmTML+/fv9f/jhh/Bjx455ou6TZjzxzflBSYskfS1pt6Q9KfcXSeqTss0mSfd74FhAhvTbvm366diXKp2lhdqUq+50HAAAkImEZcmi+V1HKa+pq0k73tIrP451OhIAIB0dO3bMb82aNaGDBw/e16ZNmzOlS5c+37Bhw7ghQ4Ycuvvuu09v3rw50BgTtXLlyuCLn2OMifr+++/DJOn7778PM8ZETZ06NbxcuXLls2TJUrVWrVql9+/f7z958uTw4sWL3xQaGlqlTZs2xc6cOeOxXhiprphZa2MlPWCMeVJScUlG0vaU5X9vsza1xwEyKrfbrScWviKXzapRrV9wOg4AAMiEQgIDNbfrh7rzm1f15VKrShH7dEdUQadjAYBPOBB7IODQ2UMBFy/LliVbYvGI4ufPJZ4zG49vDL70OVUjq8ZJ0uYTm4POXjjrd/G6IuFFEnIG50w6EnfEf9+Zff+a6igsMCypVPZSCdeTLyIiIikkJMQ9bdq07I0aNTobHBxsr+f5F3v99dfzf/DBB7uzZs3q7tKlS4kOHTqUCAwMdE+cOHHHmTNn/Dp37lxi6NCheQYNGnToRo9xsVQVpYwxAZJ+kPSgtXaLpHWeCAV4k1G/LtRps149Sw9UZGiE03EAAEAmFeDvp+mdX9ML09fr6amr9fuJhXqjaQ+nYwGA1/ti4xe5J/41Md/FyxoWanjiw0Yf7tx/Zn9g93nd/2dS4fXd10dL0os/vVhs88nN/5rX6cWaL+68u+zdJ2Zum5n9w98/LHzxuip5qsRMaDFh6/XkCwgI0IgRI3Y+/vjjRb/88svc5cuXj6tdu/aZbt26nahZs+a569nXwIED9992221nJalr167HhgwZUuDPP/9cX758+fOS1KJFi5PLli0Lk+R8Ucpae8EYc7OS55ECMp2Y+Asa/6NLNxd8Qf3q3O50HAAAkMm5XEaDO1TQoaSVmnlghI5+f0CjW/WXMcbpaADgte4pd8/RJoWbnLp4WbYs2RIlqUBYgfPjm4/feKXnDqozaOflekpJUruS7U5GRUadvXhdWGBY0o1k7NGjx6mOHTv+MX/+/LAVK1ZkXbRoUcTo0aPzDhs2bFezZs3OXOt+qlev/v9FrMjIyAtZsmRx/12QSlmWuHbtWo9Nnu6JCa8mSLpP0vMe2BfgVV6cPV9nE/w0rH17p6MAAABISi5MfX7Xg+r67UmtPD5Jvb47r7FtB1CYAoAblD80/4X8ofkvXG5dsH+w/Xuo3uWUyVHmikPx8oTkScwTkifRExklKSQkxHbo0CGmQ4cOMZIOdurUqcjQoUPzt2jRYrMkWftPf6Lz589f9j+FwMDA/9/IGCN/f/9/dUIyxsjtdnvsPxRPTE4VKKmvMSbaGPOxMWbYxTcP7B/IkCavX67FZ15Q+1tPKV/E/wwhBgAAcIwxRl/e9byqhnbXb6emqtuMF//1ZQQA4PvKlSsXf+7cOVe+fPkuSNK+ff/MX/Xrr7+GOJfsH57oKXWzpDUp90tfso7/+eCT4i4kaMiqNxRkCmlA47ucjgMAAPA/jDEad/tT6j0jUEu379TwH7fp0calnI4FAPCwQ4cO+bVv377EvffeeywqKupcRERE0sqVK7MOHz48b9OmTU+FhobaSpUqnX377bfzlixZMuHIkSP+AwYMyO90bskzV99r6IkggDd5Yu6HuuB3UENqfqpAf0/UdgEAADzPGKNPOjymDxdt1bsLtmhv3AYNbtlGRgzlAwBfERER4Y6Kijo7YsSIyD179gQlJiaavHnznu/atevRQYMGHZSksWPH7urVq1fROnXqlCtatGjC4MGD991+++2O/6XCI9+mjTF1JT0oqbiku6y1+40x3STttNb+5IljABnFb/u2aeXxr1QmpKXalKvhdBwAAID/9FjjUoq3xzRhX19tmrJQkzu863QkAICHBAcH2xEjRuyXtP9K21StWjV+7dq1my5eZq2N/vt+69atz1z8WJIee+yx44899tjxi5cNGzbswLBhww54KHrq55Qyxtwhab6kc5KqSgpKWRUm6YXU7h/ISKy1+uCHw8pypoVGt+L0BgAA3uPZJreoZeST2nHuJ90+9TFdSLrsnL0AAKQbT0x0/pKkPtbaByRd/D/bSiUXqQCfMeOP3Vq+5ZSGNnlMuUPDnY4DAABwXd5q0V3t8z+vPQmr9NjqN5Vw4fx/PwkAgDTiiaJUGUnLLrM8RlI2D+wfyBD2nT6hV6LvVVT5XWpSPtLpOAAAADfkjds6664CL+pw/HG9OGuN3G6uTQQAcIYn5pQ6KKmkpF2XLK8jaYcH9g9kCH1nvy7ritPA29o4HQUAACBVXmp0u7KdK6T3fz4umeUa3K6GggOyOB0LAJDJeKKn1MeSPjDG1JRkJeU3xnSV9I6kkR7YP+C4b9Yt187zi9QoT3fdnLew03EAAABSrVnpbBrcoZzmH39drb95QOcuxDsdCQCc5pZkrbVcojSV3G63UXKNKPFq26W6p5S19i1jTISkxZKyKHkoX4Kkd6y1w1O7f8BpcRcSNHT1G8piCuudZn2djgMAAOAxHaOKaHfcI/pi56tqPfkBfd/xE3pMAcjMDrjd7tNHjhyJzJMnzwljDOObr5O1VufPnw88fPhwuNvt3iNpz9W298TwPVlrXzTGDJJUXsm9r/6y1sZ6Yt+A0z5etknx53Lq7SZPKtDfI/9kAAAAMoznG7STrPTFLgpTADK3qKio2Ojo6D6nTp0aHRMTEyGJHlM3wFqb6Ha7Z1trX4mKirrqFTU89g3bWhsn6TdP7Q/ICPYcj9PHSw6oW62X1LpseafjAAAApInnG7aTFktf7HxNT878TqPuuEvG8F0MQOYTFRX1S3R0dB23251fnpnyKLNxSzop6XhUVJT7vza+oaKUMaawtfaqXbAu2b6AtXb/jRwLcIrb7Va3755UeI6b9USTpk7HAQAASFPPN2ynyCwlNHDmbr3kt14D2pRVoH+g07EAIN1FRUXFStridI7M4EarfquNMZ8YY2pcaQNjTIQx5gFjzAZJt9/gcQDHDF72tU64VuqemoWVNYhhewAAwPf1vOVmDb29gr7d8alafNNL8YlMfg4ASDs3WpQqJ+m0pHnGmMPGmNkpRaqPjDFfGGPWSDoiqYekZ6y1H3koL5Au9p46rm92DFcuU02P1W7ndBwAAIB0c3eNwupRtYkOn/9Trb+5n8IUACDN3FBRylp7wlr7tKT8kvoquVtbLkmlUjb5UlKUtfZWa+1cjyQF0lGfOa/JmvMa3uw1p6MAAACkuxcatlWXIgN1iMIUACANpWpMkrU2XtK0lBvgE1ZuP6idZ/7UbYV76qbIQk7HAQAAcMQLjdrK/mj11e5X1X3q2/q640tMfg4A8Chmkgcucj7RrVe/26JSiS/rraYPOh0HAADAUS82aqcexd7Rr2sr6rXv/5K11ulIAAAfQlEKuMiz88Zpx+ltGtKhigL9mdwcAADg6QaN9Xq7yhofvVxtvnlI5xPPOx0JAOAjKEoBKX7Zs1kLj36kquV3qHz+cKfjAAAAZBjdahVRt1vzaNe5n9V+Sl9dcF9wOhIAwAdQlAIkud1u9Vv0ilzucI1q/bzTcQAAADKcgU1vV5u8/bUnPlp3TnlEie5EpyMBALwcRSlA0uDlX+mM6y/1vulp5QwJczoOAABAhjSkRSc1y/WMtsf9om4z+jsdBwDg5ShKIdM7HX9BU3aMUy5TXY/UauN0HAAAgAzt3dZd1Sh7P/26rqTG/rTT6TgAAC/GTM7I9MatOSl7oK9G9antdBQAAACv8EHbe5UvYJNem71Of56Zp7ebPyiX4e/dAIDrw/8cyNS++2ut5m47rGebVFPZPAWcjgMAAOAVjDF6vkVZtah2VvMPj9J9s16QtdbpWAAAL0NRCpnW2YQEDVz1vHIXnarO1Qs5HQcAAMCrGGM08vbOqhx8n347OVu957xMYQoAcF0oSiHTenTuMCX6HVGfUl3lchmn4wAAAHgdY4wm3PWYygd21y/HZurRea9TmAIAXDOKUsiUVu7epFUnJ6t8SGvdmq+U03EAAAC8lstlNKnTUyrl11WLNh3R4k1HnI4EAPASFKWQ6Vhr9dSPr8rlDteIFs86HQcAAMDr+bmMvun8rOrk7KG+X67RtPVrnI4EAPACFKWQ6cxce0CH99TTIxVfUo6QUKfjAAAA+IQAP5c+6lxFFYrG65Xonhr000inIwEAMrg0K0oZYyKNMcFptX/gRhyMOa3Xvt+glqVqqXf1pk7HAQAA8ClZAvw04d42ypnYTF9vH6X3fx3ndCQAQAaWJkUpY8waSZMkrTHGDDPGBKXFcYDr1WvWS7qQ6xO93Kqc01EAAAB8Ukigv77r+obCEhrps03v6pPfv3E6EgAgg0qrnlI1rLWNJZWXtF/SfGNMtjQ6FnBNJv7+o/YlLlGzYk0UGUEnPgAAgLQSERyo7zq/qeD4WzU8eox2Hj/tdCQAQAaUJkUpa21iyt1QSbMkrZD0Y1ocC7gWZxLO6d01g5UlqbiGNn3A6TgAAAA+L1dYFs28e5jCTj6pHmPX6NDpOKcjAQAymLQavrfVGHNc0p+SJki6SdKvaXEs4Fo8Nuc9Jfod1Rt1X5W/n5/TcQAAADKFfBEh+uq+RopPilHLKXfphx3LnY4EAMhA0mr4Xi1rbU5rbWFrbS1rbXtrbd80OhZwVTuOxurnrYmqEtZJzUpVcToOAABAplIoR4jG9ainxAshenrZE/pp7yqnIwEAMoi0Gr533BhT2hizIi32D1wra61emrFBuVVHY9o853QcAACATKlc3uya0GqkbHwhPbzoYUUf/MPpSACADCCtekpJUoCkWmm4f+A/vfrjREXHfayB7corOJBhewAAAE6pXCi3Pr5thJISInXf/D46HnfK6UgAAIelZVEKcNSuE0c0bfdIFczhr0Zl8jodBwAAINOrXbyA3m8wXPEH79SLU7cryW2djgQAcNANF6WMMaONMQ8YY6oZYwI9GQrwhD5zB0pya0TzAU5HAQAAQIomZYrqo3b3aMHGQ+ryzds6GHvQ6UgAAIekpqdURUnDJK2SdMYY87sx5jNjzEPGmFqSsnokIXADxq9ZqP2Jy9S8wH0qm7ug03EAAABwkablIzWwfXFtODtLd87oqRPxJ5yOBABwwA0Xpay1tSWFS7pJUi9JP0oqLmmQpJWSfvFEQOB6JSQmadQvixWcVFJDmtzvdBwAAABcxj01yqln8aE6lXBad07vqTPnzzgdCQCQzlI1p5RNttFa+6W19ilrbUNrbXZJpSTdLelNj6QErsPoJTt0bN+tGtdirPz9mNwcAAAgo3q60a1qF/mqjpw7oLtnPqBzieecjgQASEdpMtG5tXa7tXaytfaFtNg/cCXLdv6p0b+P0wP1iqh8vuxOxwEAAMB/GNTqNtUNe147DksL/jzkdBwAQDri6nvwGW63W88uGaDAHCv0YP2iTscBAADANTDGaPgdt6txjmf19ORNmrVhg5LcSU7HAgCkA4pS8Bmv/DheZ12b9VCFZ5UtmHn2AQAAvIWfy2hYx8qqVjxE/X99QE8uelnWWqdjAQDSGEUp+IQdJw5r5p7RinTdogdrtHQ6DgAAAK5ToL9Ln3a7VZFJt2vxgVl6ZfmbFKYAwMdRlIJPeHreGElWI1u86nQUAAAA3KCQQH9NvedxhZ+9QzN2fqlhq0c7HQkAkIYoSsHr/bz9uNasq6w+pT5Q6Vz5nY4DAACAVMgWEqipXZ9X0JkWGv/nWG05ut/pSACANEJRCl4tJv6cnvl+uqoXzam+t9ZyOg4AAAA8IG9EFk3u9IoCDj2jp77eqdiERKcjAQDSAEUpeLVH5ryrU+HD9XSLfHK5jNNxAAAA4CHFc4dqQvdm2nXstJp/2Vvzdy50OhIAwMN8uihljClkjFlijPnLGLPOGHNXyvIwY8xqY8xaY8x6Y8wDTmfF9VuyY4PWnJ6iSmHtVbNIMafjAAAAwMNuyh+hj++trhNx8Xpm2bP6ef8vTkcCAHiQTxelJCVKesJaW15SE0nvGWOySoqTVN9aW1lSTUn9jTE5nYuJ6+V2u/Xc0gHyc+fQiFbPOB0HAAAAaaR2iTwaWneILsQWVd+Fj2jd0XVORwIAeIhPF6WstQettWtT7h+RdEJSDmttkrU2LmWzLJL8JDH2y4sM+HGi4lxb9EjF55QtOKvTcQAAAJCG2lYqoqcrD9b5uEjdN6+PDp095HQkAIAHZOiilDGmnjFmljHmgDHGGmPaX2abh4wxO40x8caYaGNM3Svsq5okl7V2b8rjbMaYPyTtk/SWtfZYWr4WeM7x2AR993N23RTwoB6o3szpOAAAAEgH991aVl2LDtSpg3X106bzTscBAHhAhi5KScoq6Q9Jj1xupTGmk6T3JQ2SVEXScklzjTGFL9kup6QJknr/vcxae8paW0lSMUldjDGRafEC4Hmvzl4tY7NoeFumAgMAAMhMXmgepQ7Fu+j5qRs0+tc5Ohl/0ulIAIBU8Hc6wNVYa+dKmitJxlx2dF0/SZ9Zaz9NefyEMaaZpL6S+qc8L0jSdElDrLUrL3OMw8aYdZLqSfr2cgdJ2UfQRYvCJCkpKUlJSUk38Mpwoz5fs1CLz76gBxu8p+zB/qn+/SclJcntdtOOPoL29B20pW+hPX0Hbek7vLktX29bXkfOnNHwDc9r7v58mtjyM2UNyNzTOXhze+LfaMu0x+82YzHWWqczXBNjjJXUwVo7I+VxoJInLL/LWjv9ou0+kFTZWlvfJFeyJknabK199aJtIiWds9bGGGPCJf0sqbO19rKzJhpjXpU04NLlq1evVmhoqIdeIf5L7Pl43bf6SQXYCE2oPVguV+o7+rndbp04cUI5cuTwyP7gLNrTd9CWvoX29B20pe/w9raMT3Sr38JVOhoxQqVDS+jVm15UgCvA6ViO8fb2xD9oy7QXGxur6tWrS1KEtTbG6TyZXYbuKfUfcil5gvLDlyw/LClvyv1bJXWStO6i+ai6SQqU9FlK0cpIGn6lglSKIZKGXfQ4TNK+EiVKKDw8PFUvAtfu3umvK8nvpIbd+r7KFC/jkX0mJSVp27ZtKlmypPz8/DyyTziH9vQdtKVvoT19B23pO3yhLScXKab2Yy9oixmpUfs/1fsN3pafyztfS2r5QnsiGW2Z9mJiqENlJN5clPrbpV29zN/LrLU/6crzZlW+5gNYmyAp4f8PkDKU0M/PjzeKdLJ4x3r9ETtDlcM6qHGpSh7dt8vloi19CO3pO2hL30J7+g7a0nd4e1vmCgvW1/d2VbuxsfrZPVsHYo+raPZ8TsdyjLe3J/5BW6Ytfq8Zizf3BzwmKUn/9Ir6Wx79b+8peDG32+qDBTuUJaGaRrR6xuk4AAAAyCAKZg/RF13uU+Kefnpx6m6dSTjndCQAwHXw2qKUtfa8pGhJTS9Z1VTS/0xoDu/17W97tXanvz5sPFQRWUKcjgMAAIAMpFy+cH1yb02t3nVYTb+5QxP/nOh0JADANcrQRSljTKgxprIxpnLKomIpjwunPB4m6X5jTC9jTDljzHuSCksa7UReeN7WYwf1xtq+alo5UbVL5nI6DgAAADKgWsVz6v1ONXTyWDG99dtbmrV9ltORAADXIKPPKVVN0uKLHv892fh4ST2std8YY3JKekVSPkkbJLW01u5O35hIKw/NHSj5H9PzTWs6HQUAAAAZWMsK+XQk5mkN/e2sXvrpZUUERahewXpOxwIAXEWG7illrV1irTWXufW4aJuR1tqi1toga22UtXaZg5HhQZ+snq9D7hVqU6i3SuS8dOowAAAA4N963FpM3Uo+rfNnyuiJxf107NwxpyMBAK4iQxelkHmdOndWw9e9qRB3Kb3RuKfTcQAAAOAl+re4SQ1z9FPc3nu06zBfdwAgI+NdGhnSuz/+rES31Zv1X5PLxWkKAACAa+NyGb3XsZoq5ayp+yas1gerx+pg7EGnYwEALoNv+8hwth4+o69XnlevIiPVoPjNTscBAACAlwny99OYbtWUK8xq7Prxuv+H3joVf8rpWACAS1CUQoaSmJSk+2e9pvw5z+nhhqWdjgMAAAAvFRESoPE96sn/6IPad/qY+i58SHEX4pyOBQC4CEUpZCgvLRqrEwHz1KN+uLIE+DkdBwAAAF6sYPYQjb+nlRIP9NJfx7bo6aVP64L7gtOxAAApKEohw9hy9KBm7/tE+f3qqmdUU6fjAAAAwAfcXCBCI+9qr7h992jz4VidTzzvdCQAQAqKUsgwHp73qiSjUS0HOB0FAAAAPqR+6dwa1PwObV/fUeNWHNTJ+JNORwIAiKIUMoiZGzboYOIqtSvcR8VzRDodBwAAAD6mY7VCeqJJab2z8Dc1n9JaE/6c4HQkAMj0/J0OAMRfSNK7c46qdLbX9Vqjlk7HAQAAgI96vHEp7TkRp7n7o/T2b28rR3AOtS7e2ulYAJBp0VMKjus/d4oOxcTo7Q4N5HJxSgIAACBtGGM09PaKqpj1bpnY6nrpp5e0Yv8Kp2MBQKZFBQCOWrjtDy04MVj1orapRO5Qp+MAAADAxwX6uzTmnurKGd9VrvhyeuGnFxWfGO90LADIlBi+B8ckJiXphWUD5G9z6b2WDzkdBwAAAJlEREiAxve4Re1HxSvCxskowOlIAJAp0VMKjnlh4Wc657ddT1Z5QWFBwU7HAQAAQCZSOGeIPulWW5v2hurpb6M1dNVQHYk74nQsAMhUKErBETtOHNPc/Z+qgF89da/a2Ok4AAAAyISiimTXex0r6/s/t2v65nnqs7CPYs7HOB0LADINilJwxPvz98rv+D0a3XKA01EAAPBd1kqJ55N/ArisVhXz6dkmNXR0673aG3NQjy56lDmmACCdMKcU0t2sDZv13R/7Nazj7SqaI4/TcQAAyNislc4ek07uks6dkM6dkuJP/fMzPkY6f0ZKuPQWm7zcuiUZKSBY8s9y+Z8X3w/MmnzLEiGFF5DC8knh+ZNv/iFO/iaANNOnfnHtPn5W0/5K0Hr7mZ5d9qyGNRgmfxdflwAgLfEui3R1Mi5WL/36oIqXrqkOVVo5HQcAgIwj8bx0cqd0bKt0bIt0fFvyz2Nbk4tPF/MLkoKzSVmySUFhUpbw5J/h+aWglPtBYVJgaHKxKTE++Xbh3D8/L5yTEs9JF1LWnT+bXPy6cDb5ftyJ5CLYRVyBoSqWJZdcOYskF6zC80vh+aSw/P8UrkJySS4648O7GGP0evubtf/UOa09EK/wIvFyGc5jAEhrFKWQrvrOflNJrtMa2KC7jDFOxwEAIP253cnFp/1rpEPr/ilCndwl2aTkbYIipFwlpVylpdLNk3/mKC6F5EwuRgWk0wVCLsRLZw5KMQekMwdlT+3V2b0bFeh3Tjq+Vdq5LHn937klyT9YylkyOX/OUsnZc5VMXhYUlj65gRsQ4OfSiK5VdeeoeC39JUknql5QnPuwCocXdjoaAPgsilJIN/O3/q4NZ79TtWwdVbdYeafjAACQfmIOSNsWSdsWSDuW/tPzKaKwlLtMSuEppQiVs5QUmkfKCH+8Ccgi5SiWfJNkk5J0ZOtWRZQqJT8/v+Rt3EnS2aPJrzHmQHJx7fhW6dg2afdKKfbwP/sLy5dSsCr174JVRCHJ5Zf+rw+4RHiWAI3tUV3tR6zUvRO/04Gsg/VcjWfVuWxnp6MBgE+iKIV0kZiUpJeWvyp/m1sftezndBwAANJW4nlp7y/StoXS1oXSkT8l45IKVJNq9ZUK1ZDyVZZCcjidNPVcflJY3uRbgar/uz7+dMpQxG0pxaqt0p5fpbWTkocNSsnDEXOXkfJWlPJVTP4ZeVPysEQgnRXMHqLPuldTpzErVbRUYw35dYiyB2VX82LNnY4GAD6HohTSxVerd+v08dJ6uUkLhQWl05ADAADS08ndyUWobYuknUul87FSaKRUsolU7ympeEPfKEJdrywRUoGo5NvF3G7p9N5/elUd3iAdWi+tnywlnU/eJkfx5AJV3gpSvkrJ98Mi0/81INOpVCibPri7qvp8kaSKlc+p/0/9FR4Urtr5azsdDQB8CkUppLnDp8/prXlb1eHmbupWpaLTcQAA8Jwjm6QNU6S/ZibPC2X8pMK1pLpPJRejIm9m0u8rcbmk7EWSbyWb/LM86YJ0dHPyfFsH1yUXqlZ8KCWcTl6fNU9Kb6oKyUWqAlFStsIZY7gjfEqzm/LqueblNXSuVdUacRr22zDValOLCdABwIMoSiHNdZn5uPyyZ1f/lq87HQUAgNSLj0nuzRM9LrlgEhQhlWsjNXpZKl4/uWcQbpxfgJT35uRb5S7Jy6xNnqvqUEqR6uA66Y+vpZ/eS14fGikVrJ48LLJQzeShkQFZnHoF8CEP1iuu7UdiNXNNe43ufhMFKQDwMIpSSFMjfpmlI/Zn3VHhGWULCXQ6DgAAN+7A79Jvn0vrpyTPhVSmhdSgf3IvH/8gp9P5NmP+mXC9fLt/lscekfZHS3t/lfaulpYMlS7ESa6A5N5UBWtIhaonF6oiCjqXH17LGKNBHSpo9/E4PfP1Tn1+f5A+3fi2Xqz5oiKzMpQUAFKLohTSzMm4WH385zsKdZXTKw3ucToOAADX7/zZ5CJU9OfJRanwAtKtj0tVu0nh+Z1Oh9A8ycXBMi2SHyclJs9NtW+1tHeVtHmO9Ouo5HVh+ZMLVAVrpEw0X4liIq5JoL9Lo7tFqf2IFer3zRqpwEb1WdhH45qPU0QQPSMBIDUoSiHN9Jk9VG5XjN5tNFou5tMAAHiTQxuSC1HrJksJZ6RSt0mdv5ZKNpX8+PiUYfn5S/krJ99qPJC8LPZIcoFq36rk3lQ/vp7c080vMLkwVaimVKS2VPiWzDkRPa5JjqyB+qx7Nd0+cqVuzvao9iW9rUcWPaIxt41RsD8X8QGAG8WnKqSJvw6c1rqD+3RL4Y6qXaSc03EAAPhvieelP6dJv41NHg4WGinV6C1FdU+eSBveKTSPVK518k1Knkj90Pp/elP9OUP6eXjyujw3SUVvTS5SFbk1+blAilKRYRretap6jVutNtWf0cqTb+iZpc/oo0YfyTDRPgDcEIpS8Di32+qF6RtUILGnRrWq43QcAACuLjFB+n2i9NP70um9UvEGUscJUpmWyZNuw7f4BUgFqibfaj6YvOzkbmn3Smn3T9K2hdKqMcnLc5VOKVDVSf4ZUcC53MgQ6pfOrQFtyuuVmX/q/tteUMUiLgpSAJAKFKXgcS8sGKcNp/frqy4PKSjAz+k4AABc3vk4ac14acUH0plD0s23S10mS5HlnU6G9Ja9SPKtcufkxzEHUopUK6RdK5KvtChJ2Ysm96AqcqtUtE7yc5Dp3HtLUW07EqtxC/doQq8akqTVh1aret7qDicDAO9DUQoetfHIPs3eP1Jlit6i6kWZlwEAkAElxEq/fSat/EiKOyFV7CjVfUrKVcrpZMgowvNLFe5MvklS7FFpz8rkAtXuFdLaSZKslK2IVLy+VCzlFprb0dhIP6+0Lq+dx86qzxfRGtw5VP1/6aN+Uf3U8+aeTkcDAK9CUQoe9fC8AZL8Narly05HAQDg3+JPJw/L+nlk8uTllTtLdfpJOYo5nQwZXWhuqXy75JuUXMzcvVLauVTasVRaMyF5eeTNycWp4vWTh/sFhTmXGWnK38+l4V2q6vaRK/TurAvqXu8+DYsepuxZsqt9yfZOxwMAr0FRCh7z0S/f6ahdpbuKPafC2fhLIQAgg4g7If06Ovl24ZxU9V7p1iekbIWcTgZvFZLj35OnxxyUdi5LLlL9NVP6ZYTk8pcKRP1TpCpYXfIPcjY3PCoiOEBje1RX+xErFP1HTd1e/pReXfmqsgVlU4NCDZyOBwBegaIUPCLufKLG/vG1wgJv0kv1uzgdBwAA6eyx5KuqrfpEcidJ1XpKtR+TwvM5nQy+JjyfVKlT8s1a6cQOacfi5F5Uqz+Rlr0lBYRIhW9Jnki/ZGMpT3mJCbK9XpGcWTX6nijd89mvKpKjgxoUOqUpW6aofsH6TIAOANeAohQ84oOFWxW3t4vGP1xFLpfL6TgAgMws7oS0/F3pt7GSjFTjfumWR5nvB+nDGClnieRb9fslt1s6tO6foX6LB0sLXpbC8kklGicXqIo3SO59Ba9Us3hODepQQc9OWaeXWvXVvbWLyRgjay2FKQD4DxSlkGrzt6zVZ6tX68nGDVUxH5dKBgA4JDEhuVfUsreSe0bd8rBU6yG+7MNZLpeUv3Ly7dbHpQvx0p6fpW0Lpe0/Smu/kIxLyl9VKtkkuUhVIEpycQVjb9KxWiFtOXRGQ+ZuV9m8OZU753G9tOIlvd/wfRUI5fMxAFwJRSmkyvnERL3408sKK3hB99fp5XQcAEBmZK301wxp4avSqT1S1e5Swxek0DxOJwP+V0AWqUTD5Jsknd6fXJzatlD6dZS0dKiUJVvKML+UIlV4ficT4xo936KsthyJ1cOT1mjcfWUVez5WDy54UOObj1fO4JxOxwOADIlxVkiVZxd8rAS/XXq2Wn8FBfAXPQBAOtu7WhrbTPq2h5SrtNT3Z6nN+xSk4D0iCkhVu0kdx0vP7JDuWyDV7COd3id996g0rJw08hZp/ovJxasL8U4nxhX4+7n0Uecqypk1UM9M3qlh9Uco9nysHlr0kM5eOOt0PADIkChK4Yb9eXivFh76XIUDGqlzpfpOxwEAZCYndyUXoj5rIp0/K3WbIXX9VspT1uFgQCr4+UuFakgN+0sPLJKe3SHdOTZ5aN/6KdLEDtKbRaUvOyYPVT252+nEuEREcIA+6V5Nh2Pi9fb3xzWi8Sjtidmj/sv7Ox0NADIkhu/hhj0+f7CMDdDolq84HQUAkFmcOyUtf0f69WMpOIfUboRUqTPz78A3heSQbr4j+WatdOSv5GF+WxdI856X5jwt5SojlWoqlW4mFaol+Qc6nTrTK5E7VB92rqL7xq1Wmbxh+qjRRwr0o10A4HIoSuGGLNp4WP/X3p3HaTnvfxx/fWeqaV8VqWQpRUmR5YgWZMlOxLGLyL7E4XA4x/mdc3Dscuw7xxJCyB6ikFZEtrIUpaJ9nfn+/rgnZ4xmmplm7mvmntfz8bgedV/3d677PT7u67763Nf1vb6a1pvz+x1Km8ZeIy9JqmCrV6bupvfWVakJzXcbArucCbXqJZ1MSo8QYMNOqaXHObB8IXz9JnzxMnw0DMYOhVoNYIve0H4vaNcXGrZMOnW11adDCy7Zdyv+8eKndNyoKwd1bcWq3FU8//XzHNzuYO/KJ0n5bEqp1OYuWcRlz73Pbltsxpm77JB0HElSJosRPnseXr0C5n8N3Y6B3S+DBhslnUxKVu2GsPWBqSVG+HEKfPFK6iyqEedAzIONtkk1qNrvBa26py4PVNqcvNtmfPrjQi56cgqbbVCPheFjLh9zOd8s/IZztz836XiSVCn4yaRSO+2Ff7Ko2Ttcsf8Iv+WRJFWcOZ/CixfCjNGweR844kHYqHPSqaTKJwRouW1q6XkhLJ2fmhT9i1fgw/tg9HWpO/q12wPa7536s3aTpFNnvBAC/zxkG77+aQmDHhzPc2f24MLuF/LvD/9N/Vr1OXmbk5OOKEmJsymlUhnx6Tg+W/oiOzf/I1u0aJx0HElSJlqxGN66Gt77DzRuC0c/mZozR1LJ1G0K2/RPLXm5MHNC/llUr8DHg4BAVqvtaNZkO6h3JLTaDrK8/1FFqF0zmzuP3Z4Dhr7DoIfG89igo1m8ajE3TbiJBjUbMKDjgKQjSlKibEqpxFauXs3fxv6NmnEjbu53btJxJEmZJkb4dERqAuel86D3xbDL2VAjJ+lkUtWVlQ1tdkgtu18Ki2bDl68RP3+ZptP+S/bHd0G95qk5qNr3hS12hzqNk06dUVo0rM2dx3bniDvGcunwj/l3/9NYtHIRMxbOSDqaJCXOppRK7MKXb2NF9jdc1u0/1K3pPxAkSeVo/tfw4kXw5aupy4v6XQNNNk06lZR5GmwI3Y4mdjmSL6Z9Svva88n+Kv+OfpP/CyEbNtk5dTe/Dv1gg/ZJJ84I27ZpzDX9u3DOY5PYqmUDLtr1ol+f+2X5LzSu3Ti5cJKUIJtSKpEfFizj9Ul16LTFHxnQZbek40iSMsWq5TDm5tScN/Waw5H/Tf1D2DkLpYqXVQPa9oDNe0LfK+GX71KN4c9fgVH/glcvh2btoMO+qfdl6x2dLH09HNS1FZ/9uIh/vvgp7VrUp3eHFoyfPZ7TXzudm3a/iZ1b7px0RElKOz9VVCJ/ffZjasdNufOg45OOIknKFF+9AS8MgV++gV3OSk3QXKte0qmk6qtxG+h+UmpZuRSmvwXTXoTJj8OYW6BO09Sd/Drsm5osPadB0omrnCF7deDzHxdx1qMTeeaMHmyzwTZ0a9GNs984m7v3upsuzbskHVGS0soZDbVON455htHLLuPCfVvTqE7NpONIkqq6hbNg2Anw0CHQcGM47V3Y8682pKTKpFbdVPPpwFvggmlw8uvQ/UT4cQoMOx6u2RweOhQ+uAsWfJ902iojOytw45FdadEgh0EPfsiKVYEb+tzAVk23YvBrg5k2f1rSESUprWxKqVg/LV7IvZ9eR5OcZhzebcuk40iSqrKYB+PuhqE7wox34dC74PgR0KJj0skkFScrC1p3hz0uh9PHwtmTUpf75a1K3Zjghk5w+26pS/5+mJK6aYGK1KB2Te46rjtzFq7gvMcnk5NVm6F7DKVV/Vb8/b2/E/3vJ6ka8fI9Feu0F/5JXtYSbtzzSrK8VbAkqYxqLfyGrAfPhW/HwnbHp/5B6x2+pKqp6Waw8+DUsuwX+PI1mDYS3rsN3roKGreFrQ6AjvtDmx1TdwDUb2zevD43HdWVgQ98yE2vf8F5fbfkjr53sCJ3BcE59SRVIzalVKQRn45j2rIX2aXZsezQul3ScSRJVVHuKsI7N7HpW1dD49Zw/POwmTfMkDJGncawTf/UsnolzBgNn46Aj4bB2KGpGxh06AdbHQib9YQatZJOXGns3nFDLui7Jde+8jmdNm7IXp02AuDn5T9z+buXc/FOF9OqfquEU0pSxfLUF61VjJGb3xpP7dXtuXHfs5OOI0mqimZNgrv6EN78Bz9vOYC8QaNtSEmZrEat1AToB9wI538GJ70C2x4J09+GRw6Df28BTw6ET4bDisVJp60UzujTjn07b8R5j0/ii9mLAFiVt4qvFnzFwJcH8uOSHxNOKEkVy6aU1iqEwHX7H8l9+9xD3Zo5SceRJFUlq5albiV/1+4QIW/ga/zU9UyoWSfpZJLSJSsLNtkJ9vo/OHti6oYGfzgDfpqWutHBNZvDf4+EiQ/DknlJp01MCIFrD9+W1k3qMuih8SxYtooWdVtwz173EGPk5FdO5qelPyUdU5IqjE0pFalL68Zs07px0jEkSVXJjHfgth7w3u3Q588waBS07Jp0KklJCgE26gy9L4bB76QmSt/jL7DsZ3j2TLi2PTxwIHx4Lyyufg2Yejk1uPO47Zm3eAXnPjaR3LxIy/otuXvvu1m+ejmDXh3EqtxVSceUpAphU0qSJK2/5QtgxLlw/36pOWROewd6DoHsmkknk1TZNN0MdjkLBr4MF0yD/a5NrX/hArhuS3jggNSdOhfPSTZnGrVtVo9b/rgdb33+Eze8+jkAbRq04Z6972HgNgOp6b5UUoZyonNJkrR+PnsRXjgfViyCftdC94GpS3ckaV0abAjdT0otS+bCZ8/DJ8/AixfBixdC2x6w9UGpidIbbJh02grVa8vmXLRPR64a+Rlbb9yQftu0pG3DtrRt2BaA4V8MZ4+2e9CwVsOEk0pS+fGIUZIklc3in2DYifDYUbBhZzj9PdjxFBtSksqm3gaw/Qlw3DMw5AvY/0bIrgUvXQzXdYD7+sH7d8KizJ38+9Sem7N/l5YMGTaZz35c+Ov6ucvmct346zjt1dNYtHJRggklqXx51ChJkkrvk2fg1h3h6zfh0Lvg6GHQuE3SqSRlinrNYPvj4dinUw2qA2+BmnXh5Uvguo5w7z6puesyrEEVQuCa/l1o26wep+ZPfA6wQZ0NuKPvHcxYOMPGlKSMYlNKkiSV3NL58NTJMOx4aLsLnPEBdDkiNZGxJFWEuk1hu2PhmCfhwi/hoFshpwG8clmqQXX//jD+/tT+KQPUrVWDO47Znp+XrOT8xyeRlxcB6NSsE3ftdRczFs7g1FdPZeHKhevYkiRVfjalJElSyXzxKty2C3z+ChxyJwx4GOo3TzqVpOqkThPodnTq7MwL88+gysqG589L3cXvkcNh8mOwvGo3bDZpVpebjurGG9PmcMsbX/66vlOzTty9191sWHdDagSnB5ZU9bknkyRJxVuxKHVGwvj7YYvd4cCh0KhV0qkkVXd1mqTOoNru2NSd+qY+Cx8/BcNPhRq1of1e0Pkw2HJvqFkn6bSl1qdDC87bc0tueO1zurRuRJ+OLQDYqtlW3NDnBgCmL5hO09pNqV+jfpJRJanMbEpJkqSizXgXnhmcuivWften7pDlpXqSKpv6LVI3WtjxFPjlO/hkeKpBNex4qFUfOvSDLgNg896QXXX+CXRmn3ZM+f4XznlsIiPO2pW2zer9+lxezOO8UedRK7sWt+9xe4IpJansvHxPkiT93qpl8NKf4f79oOHGMPgd2GGgDSlJlV/jNtDjbDj1LThrAvQ4F36YDI8cBtd3hJF/gpnjIcakk65TVlbguiO60rReLU59aDzLVub+77mQxdU9r+aHJT9wymunsGDVggSTSlLZ2JSSJEm/NXMC3NELxt0Ne/0dTngBmm6edCpJKr1mW0CvC+GM9+HUt1NnS30yHO7aHYZ2h7eugfnTk05ZrEZ1anLHsd35Zt5SLn56CrFAM61D0w7cu/e9zF82n8unXs7sJbMTTCpJpWdTSpIkpeSuglH/grv3hJq1U2cZ7HJWahJhSarKQoCW28Le/4DzP4Vjh0PrHeCdG+HmrnDPXqlGfCW9g1+HjRpwTf8uPDtpFvePmfGb59o3ac+9e99LIPDD0h+SCShJZVR1LqiWJEkVZ95X8PQgmDURel4IPYdAds2kU0lS+cvKTt20YYvdYb/rYNpImPI4vHhR6tK+dn2hyxHQYd9KNUH6AdtuzOTvfuEfL3xKp40bseNmTX99bpMGm3Bdl+vo2Lwjq/NW8+OSH2ndoHWCaSWpZDxTSpKk6ixGmPAg3L4bLJ0HJ70MfS6xISWpeqhVD7bpD0cPgwumwd7/hCVz4MkT4d/t4ZkzYMY7kJeXdFIALt63I9u3bcLpj0xg9sLlv3kuO6TOar198u0c9cJRTJ03NYmIklQqNqUkSaquls6HJ46F586CzofAaaOhzQ5Jp5KkZNRvDjudCqe8kZog/Q9nwIzRqRs+3NwV3rwKfp6RaMQa2VkM/eN21MgKDH54PCtX/75ZduzWx9KmQRsGvjyQD3/8MIGUklRyNqUkSaqOvnoDbtsldQbAEQ/BQbdCToOkU0lS5dBsi9RZo2dPghNehM12gzG3wE3bwn37wcRHYMXiRKI1b5DDf47Zjo9mLuD/Xvj92VCNchpx11530alZJ0599VTe+PaNBFJKUsnYlJIkqTpZtRxe+jM8dAg07wCDx8DWByadSpIqp6ws2LRHqnE/5HM45I7UnFTPngHXtofhp8H0t9N+ed92mzThrwd24sGx3/Dk+O9/93y9mvX4z57/oVebXoydNTat2SSpNJzoXJKk6mL2VHjqZJj3RWrelJ0Gp/7BJUlat1r1YNsjU8sv38Lkx2HSIzD5UWi0SWp916Og6eZpifPHHTdh8ne/cOnwj2jfvC45heNm1+LfPf/96+OvF3zNZg03I4SQlnySVBIeiUqSlOny8uC92+DO3hDz4JRRqblSbEhJUtk03gR6XQhnT0zdIGKL3qn97M3d4N59UjeQqODL+0IIXHlQZ7bcsAFnPDqJRStyfzcmOyub7KxsZi6eSf/n+nPNuGvIi5Vj0nZJAptSkiRltkU/wiP94aWLofuJMGgUbNQ56VSSlBlCgE12hgNvSV3ed+jdUCMHnjsbrusAz54J341L3em0AtSumc1/jt6ORctXc+3oOeTlrf11WtVvxZ92+BOPfPoIF4++mJW5KyskjySVlk0pSZIy1afPw3/+ALM/hmOegn2vhpp1kk4lSZmpVl3ocjgc9yycOwX+cCZ8/Sbcs2dqXzz2P7BkXrm/bJumdbmu/za8//1S7hj9dZHjBnQcwLW9ruX1b17nlFdO4Zflv5R7FkkqLZtSkiRlmpVLYcQ58PjRsMkfUpOZt9sz6VSSVH003iR1975zJqe+FGjeAV69HK7vCMNOgC9fL9fJ0ft0bMGRXRpz/atfMOaruUWO22vTvbhn73tYtnoZK3JXlNvrS1JZOdG5JEmZZPYn8ORJ8PM3sP+NsP0JqctLJEnpl5Wd+lKg3Z6wZC5MeTw139TDh6YmR+92DHQ7Ghq1Xu+XOrZrU75dks3Zj07k+bN2Y6NGtdc6rmuLrjy+/+OEEJi/fD7fLPyGbi26rffrS1JZeKaUJEmZIEYYdzfctTuEbBj0ZmoOKRtSklQ51NsgdZOJ09+Dga/B5r3g3Zvghs7w8GEw9VlYXfa5nrKzAjcO2JYaWVmc+d8JrMot+kysNXfgu+ejexj48kCe//r5Mr+uJK0Pm1KSJFV1S+fDE8fCCxekvnU/5XVo0THpVJKktQkB2uwABw2FIdPgwJth+QJ44ji4fqvUZX7zi54bqjjN6tXi1qO3Y9J3v3DVyM/WOf7c7c6l32b9uGT0Jdw84WbvzCcp7bx8T5KkquybsfDUybByEQx4GLY6IOlEkqSSymkA2x2XWuZ8CuMfgPH3p86g2rw3bH8idNwPsmuWeJPbt23Cn/ttxZXPT2X7tk3ot03LIsfWzK7J33v8nc0abcZNE25ixsIZXNfrul/PpJKkipbRZ0qFENqEEN4MIUwNIUwJIRxe4LnhIYSfQwhPJplRkqQyycuFt66B+/ul5iI57V0bUpJUlbXYCva9Ci6YBgffDquWwbDj4fqt4bW/wc8zSrypE3tsyn5dWnLRk1P4+qfFxY4NITBwm4EM3WMou7ba1YaUpLTK6KYUsBo4N8a4NbAncEMIoV7+czcDxyWWTJKkslo4Cx48CEb9E3YbAie8AI3bJJ1KklQeataBrkfBwFdg8FjodDCMuwdu6goPHQqfjoDcVcVuIoTA1Yd1oUXDHAY/PIGlK1ev82V7tu7Joe0PBeC2ybcxdtbYcvhlJKl4Gd2UijH+EGOclP/3OcB8oGn+41HAouTSSZJUBtNegtt6wLwv4fgRsPulkO3V+JKUkTbcGvr9Gy74LDUH1fIF8PgxqcnR3/g/+OXbIn+0fk4Nbj9me76dv5TLhn9MjLFEL7kqbxWT50xm8GuDeWjqQyX+OUkqi0rdlAoh9AwhjAghzAohxBDCwWsZc3oIYXoIYXkIYXwIYbcittUdyIoxflfRuSVJKnerV8DIi+HRAdBmx9Tleput9SNPkpRpatX9340sTnsHttof3rsdbuwCjxwO016EvN+fDbXlhg3416Hb8PTEmfz3g6IbWAXVzKrJrXvcyrFbH8s1467hwrcvZMmqJeX9G0kSUPknOq8HTAbuA54q/GQIYQBwI3A68C5wKjAyhLB1jPHbAuOaAQ8CJ5clRAghB8gpsKoBQG5uLrm5uWXZpCqJ3Nxc8vLyrGOGsJ6Zw1oWMn86WU8PhDlTiXv9k7jjqam7N1WR/z7WM3NYy8xhLauw5lvDPtfA7lcQPnmaMOEBsp84hi3qNIdZx5O7/fHQsNWvww/oshHjprfhb899wtYbNaBL60Yleplzu51L52aduWLsFdw5+U7O7nZ2Rf1GKsD3ZsXzv23lEqrK6ZghhAgcEmN8psC694EJMcbBBdZ9CjwTY7wk/3EO8CpwV4zxoULb7A2cGWPsv47X/itwReH148aNo379+mX8jVQZ5OXlMX/+fJo2bUpWVqU+cVAlYD0zh7X8nwbfvs5G4/5Bbq3GzOzxD1Y03SrpSKVmPTOHtcwc1jKz1Jr3KXWmPk6L2W+RlbuCxRvvys/tD2PphjtAyGJlbmTIyJn8siyXWw9sTYOc7BJv+4flP9C0ZlNysnP4acVPNM9pXoG/iXxvVrzFixezww47ADSKMS5MOk91V2WbUiGEWsBS4PAY4/AC424CusYYe4XUrSP+C0yLMf51LdvsTcmaUms7U+r7+fPn07Bhw/X5tZSw3NxcvvzyS9q1a0d2dsk/nFU5Wc/MYS2B1csJr/6FrA/vIW+rg4j73wS1q+ZnjvXMHNYyc1jLzPJrPdtsRI2pTxHG30uYM5XYdAvi9icQt/0jM5fX5sBbx9C1TWPuOnY7srJKd5e92Utnc/BzB9Nv035ctMNF5GTnrPuHVGq+NyvewoULadq0KdiUqhQq++V7xdkAyAZmF1o/G9go/+89gAHAlALzUR0bY/wohPAysB1QL4TwPamG17i1vVCMcQWwYs3jNbdJzc7OdkeRAbKysqxlBrGemaNa13LeV6nbgP/0Oex3HVndB6Yu16vCqnU9M4y1zBzWMrNkZWWRXbcRWTudAjueDN++R/jwHsLrV8Kof7BJ58O4u++h9H/uJ+5+9xsG996iVNtvWb8lF+94Mf98/59MmTeFa3a7hnZN2lXQb1O9+d6sWP53rVwy4XzAwqd6hTXrYozvxBizYoxdCywf5T+3d4yxeYyxboyxdVENKUmS0uqjJ+GOnrByKZz8GuxwcpVvSEmS0iwEaPsHOOxuOP9T6HURTB9N91cOY2yzK5nx2u2M/3JmKTcZOLT9oTzS7xHy8vI48oUjef2b1yvoF5BUXVTlptRcIJf/nRW1Rgt+f/aUJEmV26plMOIceGogbLkPnPoWtOySdCpJUlVXvznsdgGcMwmOepwNW7bmXzXuov3DO7BsxEUw94tSba5D0w48tv9jHL7l4WzZdMuKySyp2qiyTakY40pgPNC30FN9gTHpTyRJUhn99DnctQdMfgwOuDn1zXZOg6RTSZIySVY2dNiHrGOeYt6J7/F02JNVEx+Dod3hgQNh6nOQu7pEm6pdozZ/2vFPtGnQhiWrlnDCSyfw/g/vV/AvICkTVeqmVAihfgihawiha/6qzfIfb5L/+Hrg5BDCSSGErUIINwCbALcnkVeSpFKb/Djc2RvyVsEpb8D2x3u5niSpQjVv25HNj7qOHZbdxKsd/w6rl8MTx8KNneHNq2BRyS88Wb56OTVCDU5+5WSu/uBqlq9eXoHJJWWaSt2UAroDE/MXSDWhJgJXAsQYHwfOBS4HJgE9gX4xxm/SHVSSpFJZtRyeOxuGD4KtD4RTRsGGnZJOJUmqJnpu2ZxBfbbm1Mlb8F6fR+HU0bDl3vDuTXBDJ3h6EMwcv87tNKvTjDv3upMLu1/IE9Oe4Ijnj+CTuZ+k4TeQlAkqdVMqxvhmjDGsZTmhwJj/xBg3jTHmxBi3jzG+nWBkSZLWbf7XcM+eMOVxOHAoHHI75NRPOpUkqZo5Z4/27LBpU85+dCI/1e8AB9yUmhh9z7/Ct+/BXbvD3XumbsKxemWR28kKWRzX6TiGHTCMejXqsWDlgvT9EpKqtErdlJIkKeN8OgLu6A0rFsPAV2G7Y5NOJEmqpmpkZ3HLUd3Ii5HzHp9Ebl6EOo1hlzPh7Ilw5KNQs27qJhw3bgNv/RsW/1Tk9jZvvDmP7PcIu2y8CzFGrvrgKqbNn5a+X0hSlWNTSpKkdMhdBS9fCo8fA5v39O56kqRKoUXD2tx0ZDfe/WouQ9/48n9PZGVDx35w/HMweCx02AdGXwc3bA3DB8OsSWvdXlZI/RNz/vL5vP/D+xz5/JHcPOFmVuSuSMNvI6mqsSklSVJFWzAT7t8f3r8d9v4XHPEQ1G6UdCpJkgDo0W4Dzt69PTe+/jljvpz7+wEbbp1/ad9U2P0ymDEa7uwF9+4DnwxPffFSSLM6zXh8/8cZ1GUQ931yH/2f68+E2RPS8NtIqkpsSkmSVJG+egPu2A0WfAcnvAh/ON2760mSKp2z92jPLls04+zHJjFnURF30KvbFHqcA2dPggEPQ1YNGHYC3LRt6iyqJfN+M7xWdi0Gdx3MsP2H0TCnIR/N/ajCfw9JVYtNKUmSKkJebuq22g8dCi23Td3VaJOdkk4lSdJaZWcFbhzQjRDgnEfz55cqcnAN2OoAOOF5OO0d2GJ3eOsauH4rePYM+PG3zad2Tdrx4D4PcsxWxwBw55Q7eXnGy8RYzGtIqhZsSkmSVN6WzIVH+qeaUr0vgaOfhHrNkk4lSVKxmjfI4aYju/L+9Hnc9PoXJfuhjbaBg4bCeVOh98Xw1Si4fVe4bz+Y+hzkrgYgOyub7KxscvNymTpvKkPeGsKpr57KjAUzKu4XklTp2ZSSJKk8ffs+3L4b/DAFjh0Ovf+UmixWkqQqYJctNuDcPbfklje+YPQXRd9p73fqNYPdzodzpsDhD0DMgyeOhVu6wXu3wYpFQKo5dWOfGxm6+1C+XfQthz53KLdMvMWzpqRqyqaUJEnlIUYYMxTu7weNN4HTRsMWfZJOJUlSqZ3Rpx27ttuA8x6fxJyFRcwvVZTsGtDpYDhpJAx6C9rsDK9cBtd3glf+Agu+B6BXm148c9AznNT5JH5e/jMhBBtTUjVkU0qSpPW1fAE8fgy8cinsPDg1x0bDjZNOJUlSmWRnBW4Y0JUQAuc9sY75pYqzcVc47K7U2VPdT4DxD6QmRX/qZJg1ido1anNmtzP5y85/AeCZL5/hrNfP4vtF35fb7yKpcrMpJUnS+vhhCtzRC6aPhgGPwF7/B9k1k04lSdJ62aB+DjcO6MqYr+Zx25tfrt/GGrWCvlfC+VNhr3/Adx/Anb1S805NG0nIP0OqSe0mTJ0/lYOfPZj/TPoPS1ctLYffRFJlZlNKkqSyiDH1je/de0JOAzj1Tdhq/6RTSZJUbnq024Az+7Tj+lc/54Pp89d/gzn1YefT4OyJcMSDkLsSHj0Sbt0Bxt1D7w13ZMTBIzh6q6O5+6O7OeCZA/h24bfr/7qSKi2bUpIkldbKJfDMYBhxNnQ9Cga+Ck03TzqVJEnl7pw92tO9bVPOeWwiPy9ZWT4bzcqGrQ+Ck19NfYZu2AleHAI3dKLu6Os5b8s/8tzBz7HfZvvRqn4rAJtTUoayKSVJUmnM/QLu2gOmPguH3AkH3AQ1ayedSpKkClEjO4ubjurK8lW5DBk2ufwnI2+zY+qsqbMnQpcBqTv13diZ1q//i/Pb7EN2VjbT5k9j/+H7M+StIcxcPLN8X19SomxKSZJUUh8/BXf2hpgLp7wB2w5IOpEkSRWuZaM6XHv4trz+2RzufXdGxbxIk01h36vgvE9g98vg61Fw2x/goUNoP/97/q/H35k4eyIHDj+QG8ffyOKViysmh6S0qpF0AEmSKr3VK1N31vvgTuh8GBxwc2peDEmSqok9ttqQgbtuxlUjP2WHTZvQpXXjinmhOo2hxzmw8+nwyTMw5mayHj6UA1tuy547D+b+3HncN/UBcmMuF3S/oGIySEobz5SSJKk4C2bC/f3gw/ug37Vw2D02pCRJ1dKf9unIVi0bcuZ/J7Jw+aqKfbHsmtDlcDj1bTj2GajTlLrDT+P0t+9kxGZHcVKHowAY8dUIXp7xcvlfVigpLWxKSZJUlOlvp25ZvXAWnPQy7HgKhJB0KkmSElGrRha3HNWN+UtW8uenP0pPIygE2KIPHPdMqkHVegc2eu3vNLltV3jzasZ8O4ohbw3hmBeP4cMfP6z4PJLKlU0pSZIKixHevQkePAhabJV/ELx90qkkSUpc22b1uOqwbXh+yg88Nu679L54y22h/z2pSdE7Hwbv3MC/xjzK3Y12ZPWqpZz48omc9fpZzjclVSE2pSRJKmjFInjiOHj18tScFscMh3obJJ1KkqRKY/8uG3PUjpvw1+c+4fPZi9IfoMmm0O/fqUnRe5zDTtPe4NHJb3FNzhbUWb2SejXrATB/+fz0Z5NUKjalJEla46dpcNfu8NUoGPAw7PlXyPaeIJIkFXbFAVvTtlldzvrvRJavyk0mRL1m0PtiOO8Tsva5in1//Iprxj5G+O8RTJj8IH2H9eXqD65m3rJ5yeSTtE42pSRJAvhkONzZB0IWDHoTtjog6USSJFVatWtmc8tR2zFj3hL+8cKnyYapVRd2GgRnTYBD7oRfvqPDM2dzyuraPPP5k+z79L7cMvEWFq5cmGxOSb9jU0qSVL3lroaXL4VhJ8CWe8PJr8MG7ZJOJUlSpddhowZctt9WPPTeN7zyyY9Jx0ndsW/bATB4DPUGPMJpq2sz8usvOXJZLg9+dC8PffJA0gklFeI1CZKk6mvxHBh2Inz3HuxzFex0mnfXkySpFI7ZuS1vfzGXi56awjatG9GyUZ2kI0FWFnTcDzr0o/GM0Zw/+jqO/eZtav9yL+Q15JEcILsGh295OLWyayWdVqrWPFNKklQ9ffs+3NET5n0Bx4+AnQfbkJIkqZRCCFxzWBdq18jm3McmkZsXk470PyHAZj3huGdpftJrNNiwE4w4h2/fuZprPria/Z/ej+FfDGd13uqkk0rVlk0pSVL1EiO8fyfc3y91955T34a2uySdSpKkKqtJvVrcMKArH8yYz21vfpl0nLVrtX3qJiZnvM8lG/Zi+MzZbDPvOy4fczmHPHMQvyz/JemEUrVkU0qSVH2sXAJPD4KRF8IOp6TOkGqwUdKpJEmq8v6wRTPO7NOOG177gvHfzE86TtGad4BDbmPz08dx3SYH8sSPP9N35mc0fvs64sIfGT97PDFWorO9pAxnU0qSVD3M+wru7gufPQ+H3QP7XpWaEFWSJJWLc/Zoz7atG3H2o5NYsGxV0nGK13gT6HcNW50xkbO3Og4+vI/Jt2/PCS+dwHHPH8m4H8clnVCqFmxKSZIy37SRcGcfWL08dXe9bfonnUiSpIxTIzuLm47sxsLlq7h0+EdV44yj+s1hzyvgvI/YdoezuGPeElb+MJmTXj6JU144lo/nfpx0Qimj2ZSSJGWuvFx44//g0SNh011h0CjYcOukU0mSlLHaNK3LPw/Zhuen/MCwD79POk7J1WlC6HMxu5w+icc6nsINvyznp1njeO+1S2Dul1WjwSZVQTWSDiBJUoVYOh+eGghfvwl7XAE9zk3dIlqSJFWoA7bdmHe+mMsVz33Cdm2b0K5F/aQjlVzthoSeF7DnzqfR58P7yB1zC9y6Aze0784PzTZj8M4Xs3mjzZNOKWUMj84lSZln1kS4oxf8MBmOeRp2O9+GlCRJaXTFgVvTsnFtzn50IitW5yYdp/Rq1SN7lzOpdc5k6Pdv2v38A5O+H80hzxzEZa+ezveLqtBZYFIl5hG6JCmzTHgQ7tkb6m0Ag96CLfoknUiSpGqnbq0a3HxkN76cs5irR05LOk7Z1awNO5zMgadO4IVtL+KipYF3vn2TA57elx++eCnpdFKVZ1NKkpQZVi2H585KLV3/CCe9BI3bJJ1KkqRqq3OrRly8b0fufXc6b3w2O+k466dGLWp1P5GjB01g5PaXcvWyWrR8ZAB5Dx7Cfe9cybxl85JOKFVJNqUkSVXfL9/CvXvD5MfhoFvhgBuhRk7SqSRJqvZO7LEpfTo0Z8iwKcxZuDzpOOsvuwZ1uh7NXoPGQf/7mLH4e+744nH2faIPN795MQtWLEg6oVSl2JSSJFVtX41KzR+1bD4MfAW6HZN0IkmSlC+EwL8P35asELhg2GTy8jLkLnZZWdD5UDY/7X1e2u7PHLWyBg9NH8G+j/Xk0bFXJZ1OqjJsSkmSqqYY4Z0b4eFDYeNuqfmjNu6adCpJklTIBvVzuPbwLoz+Yi73j5mRdJzylZVF422P5ryBHzKy2584aGUW2WNugYcOYcFXb7B8dQacHSZVIJtSkqSqZ8ViGHYCvHYF7HoeHD0M6jZNOpUkSSpC7w4tOLHHplw18jM+/WFh0nHKX1YWG3Q9jj8NHM8R+wyFhT9wy4sn0e+RnXls7FWsyl2VdEKpUrIpJUmqWuZ9BXfvCV++Bkc8BHtcDlnZSaeSJEnr8Kd9OrLZBvU497FJLF+Vm3ScipGVBZ0OgcFjOG6Xv7DT6sA/pz3MAQ/vyDPvX8fqvNVJJ5QqFZtSkqSq4/OX4c4+kLcKTn4dtj4w6USSJKmEatfM5qajujJ93hKufumzpONUrKwsNtl+IP86cTxPdz6LrVdHrvj0PmY8dAB8+17S6aRKw6aUJKnyy8uDN6+G/w6ATXvAKW9Ai45Jp5IkSaXUcaOGXLJvR+57dwZvTpuTdJyKl5VFu+6ncv2JE3hx2yG0W7KA1ffuzfkP/IE3Jt5FjBky8btURjalJEmV2/IF8PjR8Oa/oM+fYcAjULtR0qkkSVIZnbDLpvTasjlDhk1h3uIVScdJj6wsWnU7AU57h18OHsqC1Us5Z8rN/PGhHRnz0cM2p1Rt2ZSSJFVeP30Gd+0OM96FPz4OvS5KzdUgSZKqrBAC/z68C3kx8qenplSvhkxWFht0PZZ7TpzA3e2OIWvVCk6dcDV/frgnzP4k6XRS2nlkL0mqlOp/N4qse/eCrJowaBRsuXfSkSRJUjlp0aA2Vx/Whdc+ncMj73+bdJz0y8pmpx5/4uHjx3Prpv3Za+EvcFsPZg07hm9mj046nZQ2NqUkSZVLXi7hjb/T+t2LiVvsASe/Bs22SDqVJEkqZ3233pCjd9qE/3thKl/OWZx0nESEGjXp2esK+pw2Afa/gSd+mcKQGTdz3qN9+Hz660nHkyqcTSlJUuWxdD48cjhhzE3M2fZM4mH3Qk79pFNJkqQKctl+W7Nx4zqc89hEVq7OSzpOcrJrQvcTOev497io3o58sXI+/d86h4v+uzuzZo5LOp1UYWxKSZIqhx8/gjt7w6wJ5P3xSeZvdSyEkHQqSZJUgerUyubmI7vx+exFXPfqtKTjJC67Vl126Hwhw498h79s2Jspy2eT+8B+MOJcVv08Pel4UrmzKSVJSt6UYXB339Rd9Qa9BZv3TjqRJElKk86tGjFkrw7c+fbXjPlybtJxKoWaOQ04fN+hvPDHsbTp+WdWTn2WQ57qxz8e34+f5jghujKHTSlJUnJyV8NLf4anT4atD4KBr0CTtkmnkiRJaXbKbpvzh82bcf4Tk/ll6cqk41Qa2bUbwq7nEs8ax8EtduDFpTPY94UBXDfsYH6e/1XS8aT1ZlNKkpSMxT/BQwfDB3fAvtfAIbdDzTpJp5IkSQnIygpcd8S2LFuVyyVPf0SMMelIlUpO3Q04+cAHGXnoS5zYeBueWPwlpz+1P4z6JyxfkHQ8qcxsSkmS0m/meLizF/z0GRz3HOx0qvNHSZJUzbVsVIerDt2GkR//yLDx3ycdp1Jq2KgNZxzyKC8d9CxXbLwnvHsTX9zajbtHnMjSJV76qKrHppQkKb0mPAT37gsNWqbmj9q0R9KJJElSJbHvNi3pv31rrhwxle/mL006TqXVpOkWdNzvFjh7Ih+13YFb541j3yd689BLp7NixaKk40klZlNKkpQeq1fC8+fDc2fCtkfCiS9Co1ZJp5IkSZXMFQdsTaM6Nbngicnk5nkZX7Eabsyh/R/nhT3voXfOhlz349v0++8ufDj6X6m5O6VKzqaUJKniLZoNDxwAEx6E/W+EA2+GGjlJp5IkSZVQg9o1uf6IbRn3zXzufPvrpONUCRu33om//fF1nul1MzvVaEKbN/8N/9mZ6R/eSe7qVUnHk4pkU0qSVLFmjoc7e8PPM1JnR3U/MelEkiSpkttp82YM6rk51786jU9mOZF3SW262e7889i32XDg66xqvAknTb6RQx7qzstjryEvLzfpeNLv2JSSJFWcSf9NzR/VcGMY9Ca02THpRJIkqYo4v++WtGvRgPMen8TyVTZUSmXjbtQ89mmG7vgXNg41GfL5Qwx4sDtvj7/NOxuqUrEpJUkqf7mrYeTF8Mxg6HJ46gyphi2TTiVJkqqQnBrZ3DigKzPmLuXal6clHadK6rTNUdx+/Dju73wmdSMMHX8j8cGD4PvxSUeTAJtSkqTytmQePHwIjLsL+l0LBw51/ihJklQmHTZqwEX7dODud6Yz5su5ScepmkJg++1P5f7jx3PXH64ka/FsPnpwH85+qAdfTn896XSq5mxKSZLKz48fwV29YfZUOO5Z2PEUCCHpVJIkqQo7qcdm/GHzZlwwbDILljlpd1mFrCwabTMABo9hyW7n8fmqBRz21jlc9uhezJo9Oel4qqZsSkmSyscnw+GevaBOk9T8UZvumnQiSZKUAbKyAtcesS2Ll6/mimc/TjpO1ZeVzc67/ZkRfxzLn1rsyuhlM9l/5NG88fxpsNxJ5ZVeNqUkSesnRnjzahh2AnTcD058CRq3STqVJEnKIK0a1+HKgzvxzKRZjJg8K+k4GaFm7Qb8sd/tjOz/Kqc16ky3Kc/CTV2Z9MblLF32c9LxVE3USDpAVbZw4cKkI2g95ebmsnjxYhYuXEh2dnbScbSerGcCVi2DFy6AT5+DnhfCLmfD8tWwfP32j9Yys1jPzGEtM4e1zCzVpZ67b96Avls04JLH3qdj0x5s2Kh20pHKXTK1rM+Re9wJO/zAvNHXcdbUx8n77ElObLUHh+x6OTVrZtbcoP47vnIJ3g6y9EIIrYDvk84hSZIkSZLKpHWMcWbSIao7m1JlEEIIwMbAoqSzaL01INVgbI31zATWM3NYy8xiPTOHtcwc1jKzWM/MYS3TowEwK9oQSZyX75VB/v+4dlQzQPjfXcEWxRg9j7OKs56Zw1pmFuuZOaxl5rCWmcV6Zg5rmTb+t60knOhckiRJkiRJaWdTSpIkSZIkSWlnU0rV3Qrgb/l/quqznpnDWmYW65k5rGXmsJaZxXpmDmupasWJziVJkiRJkpR2niklSZIkSZKktLMpJUmSJEmSpLSzKSVJkiRJkqS0syklSZIkSZKktLMpJUmSJEmSpLSzKSUVI4RwXgjhkxDC1BDCzSGEkHQmlVwIYXgI4ecQwpOF1u8fQpgWQvgihHByUvlUOmurZwihTQjhzfz36JQQwuFJZlTJFPXezH+ubgjhmxDCtUlkU+kUs5/dLIQwKv+9+VEIoV5SGVUyxdTSY6EqprjPRo+BqpaiaunxjzJJiDEmnUGqlEIIzYH3gE7AKuBtYEiMcWyiwVRiIYQ+QH3g+Bhj//x1NYCpQB9gITAB2CnGOD+xoCqRIurZEtgwxjgphNCCVD07xBiXJBhV67C2WhZ47h9Ae+DbGOOQJPKp5IqqZQjhLeCyGOPoEEJTYGGMcXVSObVuRexjPRaqgor6bARW4DFQlVJMLRuubb3HP6qKPFNKKl4NoDZQM3+Zk2wclUaMcRSwqNDqHYFPYowzY4yLgBeBvdMeTqW2tnrGGH+IMU7K//scYD7QNP3pVBpFvDcJIbQHOpJ6X6oKWFstQwidgFUxxtH5Y+bbkKr8inpf4rFQlVPMZ6PHQFVMUbX0+EeZxKaUMlYIoWcIYUQIYVYIIYYQDl7LmNNDCNNDCMtDCONDCLuteS7G+BNwLfAtMAt4Lcb4Vdp+gWpufetXjI2BmQUefw+0KqfYKkIF1rPgz3cHsmKM35VXbv1eBdfyWuCScg2sIlVgLdsDi0MIz4UQJoQQ/lzu4fUbFVVLj4WSUZ71LPTZ6DFQmlVgLde5XqoqbEopk9UDJgNnru3JEMIA4EbgH0A3YDQwMoSwSf7zTYD9gU1JfWDvEkLoWeGptcZ61a8Ya5sLw+uYK15F1XPNzzcDHgQGlUdYFatCahlCOAj4PMb4ebmmVXEq6n1ZE9gNOAP4A9A3hNC3nDJr7SrqfemxUDLKpZ5r+Wz0GCj9KqqWxa6XqpIaSQeQKkqMcSQwEiCsfU7O84F7Yox35z8+N4SwNzCY1Df1ewJfrrnOPoTwArAzqfkUVMHKoX5FmclvvxVsDby/3oFVrAqsJyGEHGA48K8Y45hyC621qsBa7gwcGVKTtdYHaoYQFsYYryy38PqNCqzl98C4Nd/ahxBeBLoCr5ZPchVWgbX0WCgB5VHPIj4bPQZKswqspcc/yhieKaVqKYRQC9geeKXQU68Au+T//TtS3wjWDiFkA72BaWkLqSKVsH5F+QDoHEJoFUJoAPQDXi7/lCqp9alnSB3h3Q+8EWN8qEICqsTWp5YxxktijG1ijJsCQ4C7bEglZz33s+OADUMITUIIWUBP4NPyT6mSWM9aeixUyZSknsV8NnoMVImsTy09/lEm8UwpVVcbANnA7ELrZwMbAcQY38v/dncikAe8DjyXzpAq0jrrBxBCeBnYDqgXQvgeOCTGOC6EcAEwilRj/poY47z0xFYRylxPIAcYAEwpME/DsTHGjyo6tNZqvd6baUupkljf/eyfSZ1NE4BXYozPpye21mJ9aumxUOVTknr2oIjPRo+BKpUy1xJotLb1Hv+oKrIppequ8HX0oeC6GOOlwKVpTaTSWFf91npHmRjjc3hQXRmVqZ541m9lVNZarnn+/grIpLIp637210tWVGmUtZYeC1VORdYzxvgORXw2egxUKZWplsWsl6oU/0dWdTUXyKXAN4T5WvD7bytU+Vi/zGI9M4e1zBzWMnNYy8xiPTOHtZSwKaVqKsa4EhgPFL4bUF/AiQIrOeuXWaxn5rCWmcNaZg5rmVmsZ+awllKKl+8pY4UQ6gPtCqzaLITQFZgfY/wWuB54KITwITCW1K1UNwFuT3dW/Z71yyzWM3NYy8xhLTOHtcws1jNzWEtp3UKMhS9hlTJDCKE3qYkcC3sgxnhC/pjTgYuAlsDHwHkxRm9zXAlYv8xiPTOHtcwc1jJzWMvMYj0zh7WU1s2mlCRJkiRJktLOOaUkSZIkSZKUdjalJEmSJEmSlHY2pSRJkiRJkpR2NqUkSZIkSZKUdjalJEmSJEmSlHY2pSRJkiRJkpR2NqUkSZIkSZKUdjalJEmSJEmSlHY2pSRJkiRJkpR2NqUkSZIkSZKUdjalJEmSJEmSlHY2pSRJUrUXQmgWQpgTQti0nLf7ZAjh/PLcpiRJUqawKSVJkgSXACNijDPWrAgh3B9CeKbwwBBC7xBCDCE0LsF2rwQuDSE0LK+gkiRJmcKmlCRJqtZCCHWAgcDd5b3tGOMUYAZwdHlvW5IkqaqzKSVJkqq0EMLIEMIDBR7vHkKYF0KoUcJN7AusjjGOLcNrb5p/1lTh5c0Cw54DjirttiVJkjKdTSlJklTVzQRaFXg8CsgBepTw53sCH5bxtb8DWhZYugHzgLcLjPkA2DGEkFPG15AkScpIJf0GUZIkqbKaCey65kGMMYYQlgPNS/jzmwKzinhu/xDC4kLrsgu8Vi7wI0AIoTbwDDAW+GuhfDnARsA3JcwkSZKU8WxKSZKkqu43Z0qFELoCTYAxJfz5OsDyIp4bBQwutG4n4OG1jL0HaAD0jTHmFVi/LP/PuiXMI0mSVC3YlJIkSVXdTKB+/h3uFgM3AI/EGIs6+6mwuaSaWGuzJMb4ZcEVIYTWhQeFEC4D9gF2jDEuKvR00/w/fyphHkmSpGrBppQkSarqZub/2Ro4kdTcTgeV4ucnAseU9cVDCIcBlwP7xhi/WsuQzsD3Mca5ZX0NSZKkTORE55Ikqapb05S6DjgM2CPGuLAUP/8y0CmEUNTZUkUKIXQGHgSuBj4JIWyUvzQtMGw34JXSbluSJCnT2ZSSJElV3VxgBdAW6BljnLmO8b8RY/yI1N33jijDa3cnNVfUZcAPBZan4dfJzw8B7irDtiVJkjJaiDEmnUGSJClRIYR+wLVA50KTlK/vds8ADoox7lVe25QkScoUziklSZKqvRjjiyGE9qTu4vddOW56FXBWOW5PkiQpY3imlCRJkiRJktLOOaUkSZIkSZKUdjalJEmSJEmSlHY2pSRJkiRJkpR2NqUkSZIkSZKUdjalJEmSJEmSlHY2pSRJkiRJkpR2NqUkSZIkSZKUdjalJEmSJEmSlHY2pSRJkiRJkpR2NqUkSZIkSZKUdjalJEmSJEmSlHY2pSRJkiRJkpR2NqUkSZIkSZKUdjalJEmSJEmSlHY2pSRJkiRJkpR2NqUkSZIkSZKUdtWyKRVCuCSEMC6EsCiEMCeE8EwIoUPSuSRJkiRJkqqLatmUAnoBtwI7A32BGsArIYR6iaaSJEmSJEmqJkKMMekMiQshNAfmAL1ijG+v5fkcIKfQ6qbA/DTEkyRJkiRJ5acBMCvaEElcjaQDVBKN8v8sqsl0CXBFmrJIkiRJkqSK1RqYmXSI6q7anykVQgjAs0CTGONuRYwpfKZUA+D77777joYNG6YhpSRJkiRJWl8LFy6kTZs2AI1ijAuTzlPdeaYUDAW6ALsWNSDGuAJYseZxqo8FDRs2tCklSZIkSZJUBtW6KRVCuAU4EOgZY/w+6TySJEmSJEnVRbVsSuVfsncLcAjQO8Y4PeFIkiRJkiRJ1Uq1bEoBtwJ/BA4CFoUQNspfvyDGuCy5WJIkSZIkSdVDVtIBEjKY1B333gR+KLAMSDCTJEmSJElStVEtz5SKMYakM0iSJEmSJFVn1fVMKUmSJEmSJCXIppQkSZIkSZLSzqaUJEmSJEmS0s6mlCRJkiRJktLOppQkSZIkSZLSzqaUJEmSJEmS0s6mlCRJkiRJktLOppQkSZIkSZLSzqaUJEmSJEmS0s6mlCRJkiRJktLOppQkSZIkSZLSzqaUJEmSJEmS0s6mlCRJkiRJktLOppQkSZIkSZLSzqaUJEmSJEmS0s6mlCRJkiRJktLOppQkSZIkSZLSzqaUJEmSJEmS0s6mlCRJkiRJktKuWjalQgg9QwgjQgizQggxhHBw0pkkSZIkSZKqk2rZlALqAZOBM5MOIkmSJEmSVB3VSDpAEmKMI4GRACGEdY4PIeQAOQVWNaiYZJIkSZIkSdVDdT1TqrQuARYUWL5PNo4kSZIkSVLVZlOqZP4FNCqwtE42jiRJkiRJUtVWLS/fK60Y4wpgxZrHJbnkT5IkSZIkSUXzTClJkiRJkiSlnU0pSZIkSZIkpV21vHwvhFAfaFdg1WYhhK7A/Bjjt8mkkiRJkiRJqj6qZVMK6A6MKvD4+vw/HwBOSHsaSZIkSZKkaqZaNqVijG8CzlYuSZIkSZKUEOeUkiRJkiRJUtrZlJIkSZIkSVLa2ZSSJEmSJElS2tmUkiRJkiRJUtrZlJIkSZIkSVLa2ZSSJEmSJElS2tmUkiRJkiRJUtrZlJIkSZIkSVLa2ZSSJEmSJElS2tmUkiRJkiRJUtrZlJIkSZIkSVLa2ZSSJEmSJElS2tmUkiRJkiRJUtrZlJIkSZIkSVLa2ZSSJEmSJElS2tmUkiRJkiRJUtol3pQKIdQJIdQt8LhtCOHcEMJeSeaSJEmSJElSxUm8KQU8CxwHEEJoDLwPXAA8G0IYnGAuSZIkSZIkVZDK0JTaDhid//f+wGygLalG1dlJhZIkSZIkSVLFqQxNqbrAovy/7wU8HWPMA94j1ZyqMCGE00MI00MIy0MI40MIu1Xk60mSJEmSJCmlMjSlvgQODiG0AfYGXslf3wJYWFEvGkIYANwI/APoRupsrZEhhE0q6jUlSZIkSZKUEmKMyQYIoT/wXyAbeCPG2Dd//SVAzxjjvhX0uu8DE2KMgwus+xR4JsZ4yTp+tiGwYNasWTRs2PB3z2dnZ1O7du1fHy9ZsqTIbWVlZVGnTp0yjV26dClF1S+EQN26dcs0dtmyZeTl5RWZo169emUau3z5cnJzc8tlbN26dQkhALBixQpWr15dLmPr1KlDVlaqV7ty5UpWrVpVLmNr165NdnZ2qceuWrWKlStXFjk2JyeHGjVqlHrs6tWrWbFiRZFja9WqRc2aNUs9Njc3l+XLlxc5tmbNmtSqVavUY/Py8li2bFm5jK1RowY5OTkAxBhZunRpuYwtzfvefcTax7qPcB/hPqL0Y91HlG2s+4gU9xGlH+s+IsV9RNnGuo9ISXofsXDhQjbeeGOARjHGCjsRRiUUY0x8ATYidbZSVoF1OwIdK+j1agGrgUMKrb8JeGst43OAhgWWVkAsaunXr18sqG7dukWO7dWr12/GbrDBBkWO7d69+2/Gtm3btsixW2+99W/Gbr311kWObdu27W/Gdu/evcixG2ywwW/G9urVq8ixdevW/c3Yfv36FTk29b/i//Tv37/YsYsXL/517PHHH1/s2Dlz5vw69vTTTy927PTp038dO2TIkGLHfvzxx7+OveKKK4od+8EHH/w69pprril27KhRo34dO3To0GLHPv/887+Ove+++4od+8QTT/w69oknnih27H333ffr2Oeff77YsUOHDv117KhRo4ode8011/w69oMPPih27BVXXPHr2I8//rjYsUOGDPl17PTp04sde/rpp/86ds6cOcWOPf74438du3jx4mLH9u/f/zf/Dxc31n1EanEf8b/FfURqcR+RWtxHpBb3Ef9b3EekFvcRqcV9RGpxH/G/xX1EainNPiJ/aRgrQT+kui+V4fI9Yow/kppXqm8IYU17flyM8bMKeskNSJ2ZNbvQ+tmkGmSFXQIsKLB8X0G5JEmSJEmSqoXKcPleM+AJoA+pbmX7GOPXIYR7gF9ijBdUwGtuDMwEdokxji2w/lLg2Bhjx0Ljc0idLbVGA+B7L9/zlFpPqfW0+zU87f5/3EeUfqz7iBT3EaUf6z6ibGPdR6S4jyj9WPcRKe4jyjbWfURK0vsIL9+rXCpDU+pBUpOanwx8Cmyb35TaC7ghxtipAl6zFrAUODzGOLzA+puArjHGXuv4+YbAggULFqy1KSVJkiRJkiqfhQsX0qhRI7ApVSlUhsv39gL+FGMsfEncF0DbinjBGONKYDzQt9BTfYExFfGakiRJkiRJ+p8aSQcA6pE6a6mwDYCiz+Nbf9cDD4UQPgTGAoOATYDbK/A1JUmSJEmSROVoSr0NHAf8Jf9xDCFkARcCoyrqRWOMj+fPZ3U50BL4GOgXY/ymol5TkiRJkiRJKZWhKTUEeCuE0B2oBVwDdAKaAj0q8oVjjP8B/lORryFJkiRJkqTfS3ROqRBCTVJNoQOBD4BXSV3O9zTQLcb4VYLxJEmSJEmSVEESPVMqxrgqhNAZmBdjvCLJLJIkSZIkSUqfynD3vQeBgUmHkCRJkiRJUvpUhjmlagEnhxD6Ah8CSwo+GWM8P5FUkiRJkiRJqjCVoSnVGZiQ//ctCz0X05xFkiRJkiRJaZB4UyrG2CfpDJIkSZIkSUqvyjCnlCRJkiRJkqoZm1KSJEmSJElKO5tSkiRJkiRJSjubUpIkSZIkSUo7m1KSJEmSJElKO5tSkiRJkiRJSjubUpIkSZIkSUo7m1KSJEmSJElKO5tSkiRJkiRJSjubUpIkSZIkSUo7m1KSJEmSJElKO5tSkiRJkiRJSjubUpIkSZIkSUq7atmUCiFcGkIYE0JYGkL4Jek8kiRJkiRJ1U21bEoBtYBhwG1JB5EkSZIkSaqOaiQdIAkxxisAQggnJBxFkiRJkiSpWqqWTanSCiHkADkFVjVIKoskSZIkSVImqK6X75XWJcCCAsv3ycaRJEmSJEmq2jKmKRVC+GsIIa5j6V7Gzf8LaFRgaV1uwSVJkiRJkqqhTLp8byjw2DrGzCjLhmOMK4AVax6HEMqyGUmSJEmSJOXLmKZUjHEuMDfpHJIkSZIkSVq3jGlKlUYIYROgKbAJkB1C6Jr/1JcxxsWJBZMkSZIkSaomqmVTCrgSOL7A44n5f/YB3kx7GkmSJEmSpGomYyY6L40Y4wkxxrCW5c2ks0mSJEmSJFUH1bIpJUmSJEmSpGTZlJIkSZIkSVLa2ZSSJEmSJElS2tmUkiRJkiRJUtrZlJIkSZIkSVLa2ZSSJEmSJElS2tmUkiRJkiRJUtrZlJIkSZIkSVLa2ZSSJEmSJElS2tmUkiRJkiRJUtrZlJIkSZIkSVLa2ZSSJEmSJElS2tmUkiRJkiRJUtrZlJIkSZIkSVLa2ZSSJEmSJElS2tmUkiRJkiRJUtrZlJIkSZIkSVLa2ZSSJEmSJElS2tmUkiRJkiRJUtrZlJIkSZIkSVLaVbumVAhh0xDCPSGE6SGEZSGEr0IIfwsh1Eo6myRJkiRJUnVRI+kACehIqhl3KvAl0Bm4C6gHDEkwlyRJkiRJUrVR7ZpSMcaXgJcKrPo6hNABGEwRTakQQg6QU2BVA4CFCxdWVExJkiRJklTO/Hd85VLtmlJFaATML+b5S4ArCq9s06ZNhQWSJEmSJEkVpgFghyphIcaYdIZEhRC2ACYAF8QY7y5iTOEzpQCaUnwjS1VDA+B7oDWwKOEsWn/WM3NYy8xiPTOHtcwc1jKzWM/MYS3TowEwK1b3hkglkDFnSoUQ/spazmYqZIcY44cFfmZjUpfyDSuqIQUQY1wBrCi02o5qBgghrPnrohijNa3irGfmsJaZxXpmDmuZOaxlZrGemcNapo3/bSuJjGlKAUOBx9YxZsaav+Q3pEYBY4FBFRdLkiRJkiRJhWVMUyrGOBeYW5KxIYRWpBpS44ETY4x5FZlNkiRJkiRJv5UxTamSyj9D6k3gW1J322u+5hTJGOOPySVTQlYAf+P3l2eqarKemcNaZhbrmTmsZeawlpnFemYOa6lqpdpNdB5COAG4b23PxRjD2tZLkiRJkiSpfFW7ppQkSZIkSZKSl5V0AEmSJEmSJFU/NqUkSZIkSZKUdjalJEmSJEmSlHY2pSRJkiRJkpR2NqWkYoQQzgshfBJCmBpCuDmE4B0aq5AQwvAQws8hhCcLrd8/hDAthPBFCOHkpPKpdNZWzxBCmxDCm/nv0SkhhMOTzKiSKeq9mf9c3RDCNyGEa5PIptIpZj+7WQhhVP5786MQQr2kMqpkiqmlx0JVTHGfjR4DVS1F1dLjH2US774nFSGE0Bx4D+gErALeBobEGMcmGkwlFkLoA9QHjo8x9s9fVwOYCvQBFgITgJ1ijPMTC6oSKaKeLYENY4yTQggtSNWzQ4xxSYJRtQ5rq2WB5/4BtAe+jTEOSSKfSq6oWoYQ3gIuizGODiE0BRbGGFcnlVPrVsQ+1mOhKqioz0ZgBR4DVSnF1LLh2tZ7/KOqyDOlpOLVAGoDNfOXOcnGUWnEGEcBiwqt3hH4JMY4M8a4CHgR2Dvt4VRqa6tnjPGHGOOk/L/PAeYDTdOfTqVRxHuTEEJ7oCOp96WqgLXVMoTQCVgVYxydP2a+DanKr6j3JR4LVTnFfDZ6DFTFFFVLj3+USWxKKWOFEHqGEEaEEGaFEGII4eC1jDk9hDA9hLA8hDA+hLDbmudijD8B1wLfArOA12KMX6XtF6jm1rd+xdgYmFng8fdAq3KKrSJUYD0L/nx3ICvG+F155dbvVXAtrwUuKdfAKlIF1rI9sDiE8FwIYUII4c/lHl6/UVG19FgoGeVZz0KfjR4DpVkF1nKd66WqwqaUMlk9YDJw5tqeDCEMAG4E/gF0A0YDI0MIm+Q/3wTYH9iU1Af2LiGEnhWeWmusV/2Ksba5MLyOueJVVD3X/Hwz4EFgUHmEVbEqpJYhhIOAz2OMn5drWhWnot6XNYHdgDOAPwB9Qwh9yymz1q6i3pceCyWjXOq5ls9Gj4HSr6JqWex6qSqpkXQAqaLEGEcCIwHC2ufkPB+4J8Z4d/7jc0MIewODSX1Tvyfw5Zrr7EMILwA7k5pPQRWsHOpXlJn89lvB1sD76x1YxarAehJCyAGGA/+KMY4pt9Baqwqs5c7AkSE1WWt9oGYIYWGM8cpyC6/fqMBafg+MW/OtfQjhRaAr8Gr5JFdhFVhLj4USUB71LOKz0WOgNKvAWnr8o4zhmVKqlkIItYDtgVcKPfUKsEv+378j9Y1g7RBCNtAbmJa2kCpSCetXlA+AziGEViGEBkA/4OXyT6mSWp96htQR3v3AGzHGhyokoEpsfWoZY7wkxtgmxrgpMAS4y4ZUctZzPzsO2DCE0CSEkAX0BD4t/5QqifWspcdClUxJ6lnMZ6PHQJXI+tTS4x9lEs+UUnW1AZANzC60fjawEUCM8b38b3cnAnnA68Bz6QypIq2zfgAhhJeB7YB6IYTvgUNijONCCBcAo0g15q+JMc5LT2wVocz1BHKAAcCUAvM0HBtj/KiiQ2ut1uu9mbaUKon13c/+mdTZNAF4Jcb4fHpiay3Wp5YeC1U+JalnD4r4bPQYqFIpcy2BRmtb7/GPqiKbUqruCl9HHwquizFeClya1kQqjXXVb613lIkxPocH1ZVRmeqJZ/1WRmWt5Zrn76+ATCqbsu5nf71kRZVGWWvpsVDlVGQ9Y4zvUMRno8dAlVKZalnMeqlK8X9kVVdzgVwKfEOYrwW//7ZClY/1yyzWM3NYy8xhLTOHtcws1jNzWEsJm1KqpmKMK4HxQOG7AfUFnCiwkrN+mcV6Zg5rmTmsZeawlpnFemYOaymlePmeMlYIoT7QrsCqzUIIXYH5McZvgeuBh0IIHwJjSd1KdRPg9nRn1e9Zv8xiPTOHtcwc1jJzWMvMYj0zh7WU1i3EWPgSVikzhBB6k5rIsbAHYown5I85HbgIaAl8DJwXY/Q2x5WA9css1jNzWMvMYS0zh7XMLNYzc1hLad1sSkmSJEmSJCntnFNKkiRJkiRJaWdTSpIkSZIkSWlnU0qSJEmSJElpZ1NKkiRJkiRJaWdTSpIkSZIkSWlnU0qSJEmSJElpZ1NKkiRJkiRJaWdTSpIkSZIkSWlnU0qSJEmSJElpZ1NKkiRJkiRJaWdTSpIkSZIkSWlnU0qSJFV7IYRmIYQ5IYRNy3m7T4YQzi/PbUqSJGUKm1KSJElwCTAixjhjzYoQwv0hhGcKDwwh9A4hxBBC4xJs90rg0hBCw/IKKkmSlClsSkmSpGothFAHGAjcXd7bjjFOAWYAR5f3tiVJkqo6m1KSJKlKCyGMDCE8UODx7iGEeSGEGiXcxL7A6hjj2DK89qb5Z00VXt4sMOw54KjSbluSJCnT2ZSSJElV3UygVYHHo4AcoEcJf74n8GEZX/s7oGWBpRswD3i7wJgPgB1DCDllfA1JkqSMVNJvECVJkiqrmcCuax7EGGMIYTnQvIQ/vykwq4jn9g8hLC60LrvAa+UCPwKEEGoDzwBjgb8WypcDbAR8U8JMkiRJGc+mlCRJqup+c6ZUCKEr0AQYU8KfrwMsL+K5UcDgQut2Ah5ey9h7gAZA3xhjXoH1y/L/rFvCPJIkSdWCTSlJklTVzQTq59/hbjFwA/BIjLGos58Km0uqibU2S2KMXxZcEUJoXXhQCOEyYB9gxxjjokJPN83/86cS5pEkSaoWbEpJkqSqbmb+n62BE0nN7XRQKX5+InBMWV88hHAYcDmwb4zxq7UM6Qx8H2OcW9bXkCRJykROdC5Jkqq6NU2p64DDgD1ijAtL8fMvA51CCEWdLVWkEEJn4EHgauCTEMJG+UvTAsN2A14p7bYlSZIynU0pSZJU1c0FVgBtgZ4xxpnrGP8bMcaPSN1974gyvHZ3UnNFXQb8UGB5Gn6d/PwQ4K4ybFuSJCmjhRhj0hkkSZISFULoB1wLdC40Sfn6bvcM4KAY417ltU1JkqRM4ZxSkiSp2osxvhhCaE/qLn7fleOmVwFnleP2JEmSMoZnSkmSJEmSJCntnFNKkiRJkiRJaWdTSpIkSZIkSWlnU0qSJEmSJElpZ1NKkiRJkiRJaWdTSpIkSZIkSWlnU0qSJEmSJElpZ1NKkiRJkiRJaWdTSpIkSZIkSWlnU0qSJEmSJElp9/8tyvDROo6+bAAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<Figure size 1200x800 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "my_plot=my_jet.plot_model(frame='src',density=True)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sum\n",
      "Sync\n",
      "SSC\n"
     ]
    }
   ],
   "source": [
    "my_jet.list_spectral_components()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [],
   "source": [
    "Sync=my_jet.spectral_components.Sync\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [],
   "source": [
    "Sync=my_jet.get_spectral_component_by_name('Sync')\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [],
   "source": [
    "nu_sync=Sync.SED.nu\n",
    "nuFnu_sync=Sync.SED.nuFnu"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [],
   "source": [
    "nu_sync_src=Sync.SED.nu_src\n",
    "nuLnu_sync_src=Sync.SED.nuLnu_src"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [],
   "source": [
    "my_jet.spectral_components.build_table(restframe='obs')\n",
    "t_obs=my_jet.spectral_components.table"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<i>Table length=50</i>\n",
       "<table id=\"table140621714968000\" class=\"table-striped table-bordered table-condensed\">\n",
       "<thead><tr><th>nu</th><th>Sum</th><th>Sync</th><th>SSC</th></tr></thead>\n",
       "<thead><tr><th>Hz</th><th>erg / (cm2 s)</th><th>erg / (cm2 s)</th><th>erg / (cm2 s)</th></tr></thead>\n",
       "<thead><tr><th>float64</th><th>float64</th><th>float64</th><th>float64</th></tr></thead>\n",
       "<tr><td>1000000.0</td><td>0.0</td><td>0.0</td><td>0.0</td></tr>\n",
       "<tr><td>3026648.059395689</td><td>0.0</td><td>0.0</td><td>0.0</td></tr>\n",
       "<tr><td>9160598.47544371</td><td>1.8603797396558676e-27</td><td>1.8603797396558676e-27</td><td>0.0</td></tr>\n",
       "<tr><td>27725907.59860481</td><td>5.1595363417357764e-26</td><td>5.1595363417357764e-26</td><td>0.0</td></tr>\n",
       "<tr><td>83916564.42830162</td><td>1.431379827478216e-24</td><td>1.431379827478216e-24</td><td>0.0</td></tr>\n",
       "<tr><td>253985906.87807292</td><td>3.9735563564626905e-23</td><td>3.9735563564626905e-23</td><td>0.0</td></tr>\n",
       "<tr><td>768725952.1663721</td><td>1.1046717952023323e-21</td><td>1.1046717952023323e-21</td><td>0.0</td></tr>\n",
       "<tr><td>2326662911.331458</td><td>3.080805682170684e-20</td><td>3.080805682170684e-20</td><td>0.0</td></tr>\n",
       "<tr><td>7041989785.449296</td><td>8.644485946297075e-19</td><td>8.644485946297075e-19</td><td>0.0</td></tr>\n",
       "<tr><td>...</td><td>...</td><td>...</td><td>...</td></tr>\n",
       "<tr><td>1.7317171337233599e+25</td><td>8.215170127233826e-14</td><td>0.0</td><td>8.215170127233826e-14</td></tr>\n",
       "<tr><td>5.2412983022060615e+25</td><td>5.0064656764602724e-14</td><td>0.0</td><td>5.0064656764602724e-14</td></tr>\n",
       "<tr><td>1.5863565335085865e+26</td><td>2.2032108833042557e-14</td><td>0.0</td><td>2.2032108833042557e-14</td></tr>\n",
       "<tr><td>4.801342923653465e+26</td><td>6.823069626704561e-15</td><td>0.0</td><td>6.823069626704561e-15</td></tr>\n",
       "<tr><td>1.4531975242368953e+27</td><td>1.4136805292714239e-15</td><td>0.0</td><td>1.4136805292714239e-15</td></tr>\n",
       "<tr><td>4.3983174666502106e+27</td><td>1.9532706759307126e-16</td><td>0.0</td><td>1.9532706759307126e-16</td></tr>\n",
       "<tr><td>1.3312159025043105e+28</td><td>1.7769601809721487e-17</td><td>0.0</td><td>1.7769601809721487e-17</td></tr>\n",
       "<tr><td>4.029122027951344e+28</td><td>9.162225441406983e-19</td><td>0.0</td><td>9.162225441406983e-19</td></tr>\n",
       "<tr><td>1.2194734366967333e+29</td><td>0.0</td><td>0.0</td><td>0.0</td></tr>\n",
       "<tr><td>3.690916910662782e+29</td><td>0.0</td><td>0.0</td><td>0.0</td></tr>\n",
       "</table>"
      ],
      "text/plain": [
       "<Table length=50>\n",
       "          nu                    Sum           ...          SSC          \n",
       "          Hz               erg / (cm2 s)      ...     erg / (cm2 s)     \n",
       "       float64                float64         ...        float64        \n",
       "---------------------- ---------------------- ... ----------------------\n",
       "             1000000.0                    0.0 ...                    0.0\n",
       "     3026648.059395689                    0.0 ...                    0.0\n",
       "      9160598.47544371 1.8603797396558676e-27 ...                    0.0\n",
       "     27725907.59860481 5.1595363417357764e-26 ...                    0.0\n",
       "     83916564.42830162  1.431379827478216e-24 ...                    0.0\n",
       "    253985906.87807292 3.9735563564626905e-23 ...                    0.0\n",
       "     768725952.1663721 1.1046717952023323e-21 ...                    0.0\n",
       "     2326662911.331458  3.080805682170684e-20 ...                    0.0\n",
       "     7041989785.449296  8.644485946297075e-19 ...                    0.0\n",
       "                   ...                    ... ...                    ...\n",
       "1.7317171337233599e+25  8.215170127233826e-14 ...  8.215170127233826e-14\n",
       "5.2412983022060615e+25 5.0064656764602724e-14 ... 5.0064656764602724e-14\n",
       "1.5863565335085865e+26 2.2032108833042557e-14 ... 2.2032108833042557e-14\n",
       " 4.801342923653465e+26  6.823069626704561e-15 ...  6.823069626704561e-15\n",
       "1.4531975242368953e+27 1.4136805292714239e-15 ... 1.4136805292714239e-15\n",
       "4.3983174666502106e+27 1.9532706759307126e-16 ... 1.9532706759307126e-16\n",
       "1.3312159025043105e+28 1.7769601809721487e-17 ... 1.7769601809721487e-17\n",
       " 4.029122027951344e+28  9.162225441406983e-19 ...  9.162225441406983e-19\n",
       "1.2194734366967333e+29                    0.0 ...                    0.0\n",
       " 3.690916910662782e+29                    0.0 ...                    0.0"
      ]
     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "t_obs[::10]\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [],
   "source": [
    "my_jet.spectral_components.build_table(restframe='src')\n",
    "t_src=my_jet.spectral_components.table"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/latex": [
       "$[0,~0,~1.1611577 \\times 10^{-24},~3.2203293 \\times 10^{-23},~8.9339702 \\times 10^{-22},~2.4800988 \\times 10^{-20},~6.894819 \\times 10^{-19},~1.9228877 \\times 10^{-17},~5.3954637 \\times 10^{-16},~1.439719 \\times 10^{-14},~1.4724294 \\times 10^{-13},~4.3081138 \\times 10^{-13},~7.9304756 \\times 10^{-13},~1.3786969 \\times 10^{-12},~2.388583 \\times 10^{-12},~4.1130803 \\times 10^{-12},~6.9784192 \\times 10^{-12},~1.1471237 \\times 10^{-11},~1.7776511 \\times 10^{-11},~2.5247891 \\times 10^{-11},~3.2686208 \\times 10^{-11},~3.8509885 \\times 10^{-11},~4.1105436 \\times 10^{-11},~3.9867003 \\times 10^{-11},~3.5113825 \\times 10^{-11},~2.7967606 \\times 10^{-11},~2.0195405 \\times 10^{-11},~1.3222962 \\times 10^{-11},~7.8224764 \\times 10^{-12},~4.1874255 \\times 10^{-12},~2.0302231 \\times 10^{-12},~8.8898466 \\times 10^{-13},~3.5162291 \\times 10^{-13},~1.256826 \\times 10^{-13},~3.9983064 \\times 10^{-14},~1.0001713 \\times 10^{-14},~1.0060628 \\times 10^{-15},~3.4708297 \\times 10^{-18},~1.592186 \\times 10^{-25},~0,~0,~0,~0,~0,~0,~0,~0,~0,~0,~0] \\; \\mathrm{\\frac{GeV}{s\\,cm^{2}}}$"
      ],
      "text/plain": [
       "<Quantity [0.00000000e+00, 0.00000000e+00, 1.16115770e-24, 3.22032929e-23,\n",
       "           8.93397018e-22, 2.48009881e-20, 6.89481903e-19, 1.92288766e-17,\n",
       "           5.39546375e-16, 1.43971905e-14, 1.47242935e-13, 4.30811381e-13,\n",
       "           7.93047558e-13, 1.37869693e-12, 2.38858295e-12, 4.11308030e-12,\n",
       "           6.97841919e-12, 1.14712371e-11, 1.77765107e-11, 2.52478913e-11,\n",
       "           3.26862082e-11, 3.85098848e-11, 4.11054360e-11, 3.98670033e-11,\n",
       "           3.51138251e-11, 2.79676055e-11, 2.01954050e-11, 1.32229620e-11,\n",
       "           7.82247636e-12, 4.18742550e-12, 2.03022312e-12, 8.88984658e-13,\n",
       "           3.51622913e-13, 1.25682603e-13, 3.99830638e-14, 1.00017129e-14,\n",
       "           1.00606284e-15, 3.47082969e-18, 1.59218601e-25, 0.00000000e+00,\n",
       "           0.00000000e+00, 0.00000000e+00, 0.00000000e+00, 0.00000000e+00,\n",
       "           0.00000000e+00, 0.00000000e+00, 0.00000000e+00, 0.00000000e+00,\n",
       "           0.00000000e+00, 0.00000000e+00] GeV / (cm2 s)>"
      ]
     },
     "execution_count": 27,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "t_obs['Sync'][::10].to('GeV/cm2 s')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [],
   "source": [
    "t_src.write('test_SED.txt',format='ascii.ecsv',overwrite=True)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<i>Table length=37</i>\n",
       "<table id=\"table140621641260912-4368\" class=\"table-striped table-bordered table-condensed\">\n",
       "<thead><tr><th>name</th><th>type</th><th>units</th><th>val</th></tr></thead>\n",
       "<tr><td>BulkLorentzFactor</td><td></td><td></td><td>1.000000e+01</td></tr>\n",
       "<tr><td>U_e</td><td>Energy dens. blob rest. frame</td><td>erg / cm3</td><td>4.950261e-01</td></tr>\n",
       "<tr><td>U_p_cold</td><td>Energy dens. blob rest. frame</td><td>erg / cm3</td><td>1.503276e-01</td></tr>\n",
       "<tr><td>U_B</td><td>Energy dens. blob rest. frame</td><td>erg / cm3</td><td>1.591549e-03</td></tr>\n",
       "<tr><td>U_p</td><td>Energy dens. blob rest. frame</td><td>erg / cm3</td><td>0.000000e+00</td></tr>\n",
       "<tr><td>U_p_target</td><td>Energy dens. blob rest. frame</td><td>erg / cm3</td><td>0.000000e+00</td></tr>\n",
       "<tr><td>U_Synch</td><td>Energy dens. blob rest. frame</td><td>erg / cm3</td><td>1.316122e-02</td></tr>\n",
       "<tr><td>U_Synch_DRF</td><td>Energy dens. disk rest. frame</td><td>erg / cm3</td><td>1.316122e+02</td></tr>\n",
       "<tr><td>U_Disk</td><td>Energy dens. blob rest. frame</td><td>erg / cm3</td><td>0.000000e+00</td></tr>\n",
       "<tr><td>U_BLR</td><td>Energy dens. blob rest. frame</td><td>erg / cm3</td><td>0.000000e+00</td></tr>\n",
       "<tr><td>U_DT</td><td>Energy dens. blob rest. frame</td><td>erg / cm3</td><td>0.000000e+00</td></tr>\n",
       "<tr><td>U_CMB</td><td>Energy dens. blob rest. frame</td><td>erg / cm3</td><td>0.000000e+00</td></tr>\n",
       "<tr><td>U_Disk_DRF</td><td>Energy dens. disk rest. frame</td><td>erg / cm3</td><td>0.000000e+00</td></tr>\n",
       "<tr><td>U_BLR_DRF</td><td>Energy dens. disk rest. frame</td><td>erg / cm3</td><td>0.000000e+00</td></tr>\n",
       "<tr><td>U_DT_DRF</td><td>Energy dens. disk rest. frame</td><td>erg / cm3</td><td>0.000000e+00</td></tr>\n",
       "<tr><td>U_CMB_DRF</td><td>Energy dens. disk rest. frame</td><td>erg / cm3</td><td>0.000000e+00</td></tr>\n",
       "<tr><td>L_Sync_rf</td><td>Lum. blob rest. frme.</td><td>erg / s</td><td>1.652654e+39</td></tr>\n",
       "<tr><td>L_SSC_rf</td><td>Lum. blob rest. frme.</td><td>erg / s</td><td>2.158648e+39</td></tr>\n",
       "<tr><td>L_EC_Disk_rf</td><td>Lum. blob rest. frme.</td><td>erg / s</td><td>0.000000e+00</td></tr>\n",
       "<tr><td>L_EC_BLR_rf</td><td>Lum. blob rest. frme.</td><td>erg / s</td><td>0.000000e+00</td></tr>\n",
       "<tr><td>L_EC_DT_rf</td><td>Lum. blob rest. frme.</td><td>erg / s</td><td>0.000000e+00</td></tr>\n",
       "<tr><td>L_EC_CMB_rf</td><td>Lum. blob rest. frme.</td><td>erg / s</td><td>0.000000e+00</td></tr>\n",
       "<tr><td>L_pp_gamma_rf</td><td>Lum. blob rest. frme.</td><td>erg / s</td><td>0.000000e+00</td></tr>\n",
       "<tr><td>jet_L_Sync</td><td>jet Lum.</td><td>erg / s</td><td>4.131634e+40</td></tr>\n",
       "<tr><td>jet_L_SSC</td><td>jet Lum.</td><td>erg / s</td><td>5.396619e+40</td></tr>\n",
       "<tr><td>jet_L_EC_Disk</td><td>jet Lum.</td><td>erg / s</td><td>0.000000e+00</td></tr>\n",
       "<tr><td>jet_L_EC_BLR</td><td>jet Lum.</td><td>erg / s</td><td>0.000000e+00</td></tr>\n",
       "<tr><td>jet_L_EC_DT</td><td>jet Lum.</td><td>erg / s</td><td>0.000000e+00</td></tr>\n",
       "<tr><td>jet_L_EC_CMB</td><td>jet Lum.</td><td>erg / s</td><td>0.000000e+00</td></tr>\n",
       "<tr><td>jet_L_pp_gamma</td><td>jet Lum.</td><td>erg / s</td><td>0.000000e+00</td></tr>\n",
       "<tr><td>jet_L_rad</td><td>jet Lum.</td><td>erg / s</td><td>9.528254e+40</td></tr>\n",
       "<tr><td>jet_L_kin</td><td>jet Lum.</td><td>erg / s</td><td>6.047641e+42</td></tr>\n",
       "<tr><td>jet_L_tot</td><td>jet Lum.</td><td>erg / s</td><td>6.157838e+42</td></tr>\n",
       "<tr><td>jet_L_e</td><td>jet Lum.</td><td>erg / s</td><td>4.638913e+42</td></tr>\n",
       "<tr><td>jet_L_B</td><td>jet Lum.</td><td>erg / s</td><td>1.491449e+40</td></tr>\n",
       "<tr><td>jet_L_p_cold</td><td>jet Lum.</td><td>erg / s</td><td>1.408728e+42</td></tr>\n",
       "<tr><td>jet_L_p</td><td>jet Lum.</td><td>erg / s</td><td>0.000000e+00</td></tr>\n",
       "</table><style>table.dataTable {clear: both; width: auto !important; margin: 0 !important;}\n",
       ".dataTables_info, .dataTables_length, .dataTables_filter, .dataTables_paginate{\n",
       "display: inline-block; margin-right: 1em; }\n",
       ".paginate_button { margin-right: 5px; }\n",
       "</style>\n",
       "<script>\n",
       "\n",
       "var astropy_sort_num = function(a, b) {\n",
       "    var a_num = parseFloat(a);\n",
       "    var b_num = parseFloat(b);\n",
       "\n",
       "    if (isNaN(a_num) && isNaN(b_num))\n",
       "        return ((a < b) ? -1 : ((a > b) ? 1 : 0));\n",
       "    else if (!isNaN(a_num) && !isNaN(b_num))\n",
       "        return ((a_num < b_num) ? -1 : ((a_num > b_num) ? 1 : 0));\n",
       "    else\n",
       "        return isNaN(a_num) ? -1 : 1;\n",
       "}\n",
       "\n",
       "require.config({paths: {\n",
       "    datatables: 'https://cdn.datatables.net/1.10.12/js/jquery.dataTables.min'\n",
       "}});\n",
       "require([\"datatables\"], function(){\n",
       "    console.log(\"$('#table140621641260912-4368').dataTable()\");\n",
       "    \n",
       "jQuery.extend( jQuery.fn.dataTableExt.oSort, {\n",
       "    \"optionalnum-asc\": astropy_sort_num,\n",
       "    \"optionalnum-desc\": function (a,b) { return -astropy_sort_num(a, b); }\n",
       "});\n",
       "\n",
       "    $('#table140621641260912-4368').dataTable({\n",
       "        order: [],\n",
       "        pageLength: 100,\n",
       "        lengthMenu: [[10, 25, 50, 100, 500, 1000, -1], [10, 25, 50, 100, 500, 1000, 'All']],\n",
       "        pagingType: \"full_numbers\",\n",
       "        columnDefs: [{targets: [3], type: \"optionalnum\"}]\n",
       "    });\n",
       "});\n",
       "</script>\n"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "my_jet.energetic_report()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<i>Table length=37</i>\n",
       "<table id=\"table140621641260912\" class=\"table-striped table-bordered table-condensed\">\n",
       "<thead><tr><th>name</th><th>type</th><th>units</th><th>val</th></tr></thead>\n",
       "<thead><tr><th>str17</th><th>str29</th><th>object</th><th>float64</th></tr></thead>\n",
       "<tr><td>BulkLorentzFactor</td><td></td><td></td><td>1.000000e+01</td></tr>\n",
       "<tr><td>U_e</td><td>Energy dens. blob rest. frame</td><td>erg / cm3</td><td>4.950261e-01</td></tr>\n",
       "<tr><td>U_p_cold</td><td>Energy dens. blob rest. frame</td><td>erg / cm3</td><td>1.503276e-01</td></tr>\n",
       "<tr><td>U_B</td><td>Energy dens. blob rest. frame</td><td>erg / cm3</td><td>1.591549e-03</td></tr>\n",
       "<tr><td>U_p</td><td>Energy dens. blob rest. frame</td><td>erg / cm3</td><td>0.000000e+00</td></tr>\n",
       "<tr><td>U_p_target</td><td>Energy dens. blob rest. frame</td><td>erg / cm3</td><td>0.000000e+00</td></tr>\n",
       "<tr><td>U_Synch</td><td>Energy dens. blob rest. frame</td><td>erg / cm3</td><td>1.316122e-02</td></tr>\n",
       "<tr><td>U_Synch_DRF</td><td>Energy dens. disk rest. frame</td><td>erg / cm3</td><td>1.316122e+02</td></tr>\n",
       "<tr><td>U_Disk</td><td>Energy dens. blob rest. frame</td><td>erg / cm3</td><td>0.000000e+00</td></tr>\n",
       "<tr><td>U_BLR</td><td>Energy dens. blob rest. frame</td><td>erg / cm3</td><td>0.000000e+00</td></tr>\n",
       "<tr><td>...</td><td>...</td><td>...</td><td>...</td></tr>\n",
       "<tr><td>jet_L_EC_DT</td><td>jet Lum.</td><td>erg / s</td><td>0.000000e+00</td></tr>\n",
       "<tr><td>jet_L_EC_CMB</td><td>jet Lum.</td><td>erg / s</td><td>0.000000e+00</td></tr>\n",
       "<tr><td>jet_L_pp_gamma</td><td>jet Lum.</td><td>erg / s</td><td>0.000000e+00</td></tr>\n",
       "<tr><td>jet_L_rad</td><td>jet Lum.</td><td>erg / s</td><td>9.528254e+40</td></tr>\n",
       "<tr><td>jet_L_kin</td><td>jet Lum.</td><td>erg / s</td><td>6.047641e+42</td></tr>\n",
       "<tr><td>jet_L_tot</td><td>jet Lum.</td><td>erg / s</td><td>6.157838e+42</td></tr>\n",
       "<tr><td>jet_L_e</td><td>jet Lum.</td><td>erg / s</td><td>4.638913e+42</td></tr>\n",
       "<tr><td>jet_L_B</td><td>jet Lum.</td><td>erg / s</td><td>1.491449e+40</td></tr>\n",
       "<tr><td>jet_L_p_cold</td><td>jet Lum.</td><td>erg / s</td><td>1.408728e+42</td></tr>\n",
       "<tr><td>jet_L_p</td><td>jet Lum.</td><td>erg / s</td><td>0.000000e+00</td></tr>\n",
       "</table>"
      ],
      "text/plain": [
       "<Table length=37>\n",
       "       name                    type               units       val     \n",
       "      str17                   str29               object    float64   \n",
       "----------------- ----------------------------- --------- ------------\n",
       "BulkLorentzFactor                                         1.000000e+01\n",
       "              U_e Energy dens. blob rest. frame erg / cm3 4.950261e-01\n",
       "         U_p_cold Energy dens. blob rest. frame erg / cm3 1.503276e-01\n",
       "              U_B Energy dens. blob rest. frame erg / cm3 1.591549e-03\n",
       "              U_p Energy dens. blob rest. frame erg / cm3 0.000000e+00\n",
       "       U_p_target Energy dens. blob rest. frame erg / cm3 0.000000e+00\n",
       "          U_Synch Energy dens. blob rest. frame erg / cm3 1.316122e-02\n",
       "      U_Synch_DRF Energy dens. disk rest. frame erg / cm3 1.316122e+02\n",
       "           U_Disk Energy dens. blob rest. frame erg / cm3 0.000000e+00\n",
       "            U_BLR Energy dens. blob rest. frame erg / cm3 0.000000e+00\n",
       "              ...                           ...       ...          ...\n",
       "      jet_L_EC_DT                      jet Lum.   erg / s 0.000000e+00\n",
       "     jet_L_EC_CMB                      jet Lum.   erg / s 0.000000e+00\n",
       "   jet_L_pp_gamma                      jet Lum.   erg / s 0.000000e+00\n",
       "        jet_L_rad                      jet Lum.   erg / s 9.528254e+40\n",
       "        jet_L_kin                      jet Lum.   erg / s 6.047641e+42\n",
       "        jet_L_tot                      jet Lum.   erg / s 6.157838e+42\n",
       "          jet_L_e                      jet Lum.   erg / s 4.638913e+42\n",
       "          jet_L_B                      jet Lum.   erg / s 1.491449e+40\n",
       "     jet_L_p_cold                      jet Lum.   erg / s 1.408728e+42\n",
       "          jet_L_p                      jet Lum.   erg / s 0.000000e+00"
      ]
     },
     "execution_count": 30,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "my_jet.energetic_report_table\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {},
   "outputs": [],
   "source": [
    "my_jet.save_model('test_model.pkl')\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<i>Table length=11</i>\n",
       "<table id=\"table140621223702976-94398\" class=\"table-striped table-bordered table-condensed\">\n",
       "<thead><tr><th>model name</th><th>name</th><th>par type</th><th>units</th><th>val</th><th>phys. bound. min</th><th>phys. bound. max</th><th>log</th><th>frozen</th></tr></thead>\n",
       "<tr><td>jet_leptonic</td><td>gmin</td><td>low-energy-cut-off</td><td>lorentz-factor*</td><td>1.000000e+02</td><td>1.000000e+00</td><td>1.000000e+09</td><td>False</td><td>False</td></tr>\n",
       "<tr><td>jet_leptonic</td><td>gmax</td><td>high-energy-cut-off</td><td>lorentz-factor*</td><td>1.000000e+08</td><td>1.000000e+00</td><td>1.000000e+15</td><td>False</td><td>False</td></tr>\n",
       "<tr><td>jet_leptonic</td><td>N</td><td>emitters_density</td><td>1 / cm3</td><td>1.000000e+03</td><td>0.000000e+00</td><td>--</td><td>False</td><td>False</td></tr>\n",
       "<tr><td>jet_leptonic</td><td>gamma0_log_parab</td><td>turn-over-energy</td><td>lorentz-factor*</td><td>5.000000e+03</td><td>1.000000e+00</td><td>1.000000e+09</td><td>False</td><td>False</td></tr>\n",
       "<tr><td>jet_leptonic</td><td>s</td><td>LE_spectral_slope</td><td></td><td>2.000000e+00</td><td>-1.000000e+01</td><td>1.000000e+01</td><td>False</td><td>False</td></tr>\n",
       "<tr><td>jet_leptonic</td><td>r</td><td>spectral_curvature</td><td></td><td>4.000000e-01</td><td>-1.500000e+01</td><td>1.500000e+01</td><td>False</td><td>False</td></tr>\n",
       "<tr><td>jet_leptonic</td><td>R</td><td>region_size</td><td>cm</td><td>1.000000e+15</td><td>1.000000e+03</td><td>1.000000e+30</td><td>False</td><td>False</td></tr>\n",
       "<tr><td>jet_leptonic</td><td>R_H</td><td>region_position</td><td>cm</td><td>1.000000e+17</td><td>0.000000e+00</td><td>--</td><td>False</td><td>True</td></tr>\n",
       "<tr><td>jet_leptonic</td><td>B</td><td>magnetic_field</td><td>gauss</td><td>2.000000e-01</td><td>0.000000e+00</td><td>--</td><td>False</td><td>False</td></tr>\n",
       "<tr><td>jet_leptonic</td><td>beam_obj</td><td>beaming</td><td>lorentz-factor*</td><td>1.000000e+01</td><td>1.000000e-04</td><td>--</td><td>False</td><td>False</td></tr>\n",
       "<tr><td>jet_leptonic</td><td>z_cosm</td><td>redshift</td><td></td><td>1.000000e-01</td><td>0.000000e+00</td><td>--</td><td>False</td><td>False</td></tr>\n",
       "</table><style>table.dataTable {clear: both; width: auto !important; margin: 0 !important;}\n",
       ".dataTables_info, .dataTables_length, .dataTables_filter, .dataTables_paginate{\n",
       "display: inline-block; margin-right: 1em; }\n",
       ".paginate_button { margin-right: 5px; }\n",
       "</style>\n",
       "<script>\n",
       "\n",
       "var astropy_sort_num = function(a, b) {\n",
       "    var a_num = parseFloat(a);\n",
       "    var b_num = parseFloat(b);\n",
       "\n",
       "    if (isNaN(a_num) && isNaN(b_num))\n",
       "        return ((a < b) ? -1 : ((a > b) ? 1 : 0));\n",
       "    else if (!isNaN(a_num) && !isNaN(b_num))\n",
       "        return ((a_num < b_num) ? -1 : ((a_num > b_num) ? 1 : 0));\n",
       "    else\n",
       "        return isNaN(a_num) ? -1 : 1;\n",
       "}\n",
       "\n",
       "require.config({paths: {\n",
       "    datatables: 'https://cdn.datatables.net/1.10.12/js/jquery.dataTables.min'\n",
       "}});\n",
       "require([\"datatables\"], function(){\n",
       "    console.log(\"$('#table140621223702976-94398').dataTable()\");\n",
       "    \n",
       "jQuery.extend( jQuery.fn.dataTableExt.oSort, {\n",
       "    \"optionalnum-asc\": astropy_sort_num,\n",
       "    \"optionalnum-desc\": function (a,b) { return -astropy_sort_num(a, b); }\n",
       "});\n",
       "\n",
       "    $('#table140621223702976-94398').dataTable({\n",
       "        order: [],\n",
       "        pageLength: 100,\n",
       "        lengthMenu: [[10, 25, 50, 100, 500, 1000, -1], [10, 25, 50, 100, 500, 1000, 'All']],\n",
       "        pagingType: \"full_numbers\",\n",
       "        columnDefs: [{targets: [4, 5, 6], type: \"optionalnum\"}]\n",
       "    });\n",
       "});\n",
       "</script>\n"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "my_jet_new=Jet.load_model('test_model.pkl')\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1200x800 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "my_plot=my_jet_new.plot_model()\n",
    "my_plot.setlim(y_max=1E-11,y_min=3E-17,x_min=1E8)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Define custom emiotters distribution"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "See for more details:\n",
    "\n",
    "-     https://jetset.readthedocs.io/en/latest/user_guide/custom_emitters_distr/custom_emitters.html"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {},
   "outputs": [],
   "source": [
    "from jetset.jet_emitters import EmittersDistribution\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "metadata": {},
   "outputs": [],
   "source": [
    "def distr_func_super_exp(gamma,gamma_cut,s,a):\n",
    "    return np.power(gamma,-s)*np.exp(-(1/a)*(gamma/gamma_cut)**a)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "metadata": {},
   "outputs": [],
   "source": [
    "n_e_super_exp=EmittersDistribution('super_exp',spectral_type='plc',normalize=False)\n",
    "n_e_super_exp.add_par('gamma_cut',par_type='turn-over-energy',val=50000.,vmin=1., vmax=None, unit='lorentz-factor')\n",
    "n_e_super_exp.add_par('s',par_type='LE_spectral_slope',val=2.3,vmin=-10., vmax=10, unit='')\n",
    "n_e_super_exp.add_par('a',par_type='spectral_curvature',val=1.8,vmin=0., vmax=100., unit='')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {},
   "outputs": [],
   "source": [
    "n_e_super_exp.set_distr_func(distr_func_super_exp)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<i>Table length=6</i>\n",
       "<table id=\"table140621690522544-744339\" class=\"table-striped table-bordered table-condensed\">\n",
       "<thead><tr><th>name</th><th>par type</th><th>units</th><th>val</th><th>phys. bound. min</th><th>phys. bound. max</th><th>log</th><th>frozen</th></tr></thead>\n",
       "<tr><td>gmin</td><td>low-energy-cut-off</td><td>lorentz-factor*</td><td>2.000000e+00</td><td>1.000000e+00</td><td>1.000000e+09</td><td>False</td><td>False</td></tr>\n",
       "<tr><td>gmax</td><td>high-energy-cut-off</td><td>lorentz-factor*</td><td>1.000000e+06</td><td>1.000000e+00</td><td>1.000000e+15</td><td>False</td><td>False</td></tr>\n",
       "<tr><td>N</td><td>emitters_density</td><td>1 / cm3</td><td>1.000000e+02</td><td>0.000000e+00</td><td>--</td><td>False</td><td>False</td></tr>\n",
       "<tr><td>gamma_cut</td><td>turn-over-energy</td><td>lorentz-factor*</td><td>5.000000e+04</td><td>1.000000e+00</td><td>--</td><td>False</td><td>False</td></tr>\n",
       "<tr><td>s</td><td>LE_spectral_slope</td><td></td><td>2.300000e+00</td><td>-1.000000e+01</td><td>1.000000e+01</td><td>False</td><td>False</td></tr>\n",
       "<tr><td>a</td><td>spectral_curvature</td><td></td><td>1.800000e+00</td><td>0.000000e+00</td><td>1.000000e+02</td><td>False</td><td>False</td></tr>\n",
       "</table><style>table.dataTable {clear: both; width: auto !important; margin: 0 !important;}\n",
       ".dataTables_info, .dataTables_length, .dataTables_filter, .dataTables_paginate{\n",
       "display: inline-block; margin-right: 1em; }\n",
       ".paginate_button { margin-right: 5px; }\n",
       "</style>\n",
       "<script>\n",
       "\n",
       "var astropy_sort_num = function(a, b) {\n",
       "    var a_num = parseFloat(a);\n",
       "    var b_num = parseFloat(b);\n",
       "\n",
       "    if (isNaN(a_num) && isNaN(b_num))\n",
       "        return ((a < b) ? -1 : ((a > b) ? 1 : 0));\n",
       "    else if (!isNaN(a_num) && !isNaN(b_num))\n",
       "        return ((a_num < b_num) ? -1 : ((a_num > b_num) ? 1 : 0));\n",
       "    else\n",
       "        return isNaN(a_num) ? -1 : 1;\n",
       "}\n",
       "\n",
       "require.config({paths: {\n",
       "    datatables: 'https://cdn.datatables.net/1.10.12/js/jquery.dataTables.min'\n",
       "}});\n",
       "require([\"datatables\"], function(){\n",
       "    console.log(\"$('#table140621690522544-744339').dataTable()\");\n",
       "    \n",
       "jQuery.extend( jQuery.fn.dataTableExt.oSort, {\n",
       "    \"optionalnum-asc\": astropy_sort_num,\n",
       "    \"optionalnum-desc\": function (a,b) { return -astropy_sort_num(a, b); }\n",
       "});\n",
       "\n",
       "    $('#table140621690522544-744339').dataTable({\n",
       "        order: [],\n",
       "        pageLength: 100,\n",
       "        lengthMenu: [[10, 25, 50, 100, 500, 1000, -1], [10, 25, 50, 100, 500, 1000, 'All']],\n",
       "        pagingType: \"full_numbers\",\n",
       "        columnDefs: [{targets: [3, 4, 5], type: \"optionalnum\"}]\n",
       "    });\n",
       "});\n",
       "</script>\n"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "n_e_super_exp.parameters.show_pars()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 800x600 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "p=n_e_super_exp.plot()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 800x600 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "p=n_e_super_exp.plot(energy_unit='eV')\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "metadata": {},
   "outputs": [],
   "source": [
    "from jetset.jet_model import Jet\n",
    "my_jet=Jet(electron_distribution=n_e_super_exp)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "False"
      ]
     },
     "execution_count": 42,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "n_e_super_exp.normalize"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "False"
      ]
     },
     "execution_count": 43,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "my_jet.electron_distribution.normalize"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "--------------------------------------------------------------------------------\n",
      "jet model description\n",
      "--------------------------------------------------------------------------------\n",
      "name: jet_leptonic  \n",
      "\n",
      "electrons distribution:\n",
      " type: super_exp  \n",
      " gamma energy grid size:  201\n",
      " gmin grid : 2.000000e+00\n",
      " gmax grid : 1.000000e+06\n",
      " normalization  False\n",
      " log-values  False\n",
      "\n",
      "radiative fields:\n",
      " seed photons grid size:  100\n",
      " IC emission grid size:  100\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 jetkernel: 1000\n",
      " nu size: 500\n",
      " nu mix (Hz): 1.000000e+06\n",
      " nu max (Hz): 1.000000e+30\n",
      "\n",
      "flux plot lower bound   :  1.000000e-30\n",
      "\n",
      "--------------------------------------------------------------------------------\n"
     ]
    },
    {
     "data": {
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       "<i>Table length=11</i>\n",
       "<table id=\"table140621206021696-900755\" class=\"table-striped table-bordered table-condensed\">\n",
       "<thead><tr><th>model name</th><th>name</th><th>par type</th><th>units</th><th>val</th><th>phys. bound. min</th><th>phys. bound. max</th><th>log</th><th>frozen</th></tr></thead>\n",
       "<tr><td>jet_leptonic</td><td>R</td><td>region_size</td><td>cm</td><td>5.000000e+15</td><td>1.000000e+03</td><td>1.000000e+30</td><td>False</td><td>False</td></tr>\n",
       "<tr><td>jet_leptonic</td><td>R_H</td><td>region_position</td><td>cm</td><td>1.000000e+17</td><td>0.000000e+00</td><td>--</td><td>False</td><td>True</td></tr>\n",
       "<tr><td>jet_leptonic</td><td>B</td><td>magnetic_field</td><td>gauss</td><td>1.000000e-01</td><td>0.000000e+00</td><td>--</td><td>False</td><td>False</td></tr>\n",
       "<tr><td>jet_leptonic</td><td>beam_obj</td><td>beaming</td><td>lorentz-factor*</td><td>1.000000e+01</td><td>1.000000e-04</td><td>--</td><td>False</td><td>False</td></tr>\n",
       "<tr><td>jet_leptonic</td><td>z_cosm</td><td>redshift</td><td></td><td>1.000000e-01</td><td>0.000000e+00</td><td>--</td><td>False</td><td>False</td></tr>\n",
       "<tr><td>jet_leptonic</td><td>gmin</td><td>low-energy-cut-off</td><td>lorentz-factor*</td><td>2.000000e+00</td><td>1.000000e+00</td><td>1.000000e+09</td><td>False</td><td>False</td></tr>\n",
       "<tr><td>jet_leptonic</td><td>gmax</td><td>high-energy-cut-off</td><td>lorentz-factor*</td><td>1.000000e+06</td><td>1.000000e+00</td><td>1.000000e+15</td><td>False</td><td>False</td></tr>\n",
       "<tr><td>jet_leptonic</td><td>N</td><td>emitters_density</td><td>1 / cm3</td><td>5.000000e+04</td><td>0.000000e+00</td><td>--</td><td>False</td><td>False</td></tr>\n",
       "<tr><td>jet_leptonic</td><td>gamma_cut</td><td>turn-over-energy</td><td>lorentz-factor*</td><td>5.000000e+04</td><td>1.000000e+00</td><td>--</td><td>False</td><td>False</td></tr>\n",
       "<tr><td>jet_leptonic</td><td>s</td><td>LE_spectral_slope</td><td></td><td>2.300000e+00</td><td>-1.000000e+01</td><td>1.000000e+01</td><td>False</td><td>False</td></tr>\n",
       "<tr><td>jet_leptonic</td><td>a</td><td>spectral_curvature</td><td></td><td>1.800000e+00</td><td>0.000000e+00</td><td>1.000000e+02</td><td>False</td><td>False</td></tr>\n",
       "</table><style>table.dataTable {clear: both; width: auto !important; margin: 0 !important;}\n",
       ".dataTables_info, .dataTables_length, .dataTables_filter, .dataTables_paginate{\n",
       "display: inline-block; margin-right: 1em; }\n",
       ".paginate_button { margin-right: 5px; }\n",
       "</style>\n",
       "<script>\n",
       "\n",
       "var astropy_sort_num = function(a, b) {\n",
       "    var a_num = parseFloat(a);\n",
       "    var b_num = parseFloat(b);\n",
       "\n",
       "    if (isNaN(a_num) && isNaN(b_num))\n",
       "        return ((a < b) ? -1 : ((a > b) ? 1 : 0));\n",
       "    else if (!isNaN(a_num) && !isNaN(b_num))\n",
       "        return ((a_num < b_num) ? -1 : ((a_num > b_num) ? 1 : 0));\n",
       "    else\n",
       "        return isNaN(a_num) ? -1 : 1;\n",
       "}\n",
       "\n",
       "require.config({paths: {\n",
       "    datatables: 'https://cdn.datatables.net/1.10.12/js/jquery.dataTables.min'\n",
       "}});\n",
       "require([\"datatables\"], function(){\n",
       "    console.log(\"$('#table140621206021696-900755').dataTable()\");\n",
       "    \n",
       "jQuery.extend( jQuery.fn.dataTableExt.oSort, {\n",
       "    \"optionalnum-asc\": astropy_sort_num,\n",
       "    \"optionalnum-desc\": function (a,b) { return -astropy_sort_num(a, b); }\n",
       "});\n",
       "\n",
       "    $('#table140621206021696-900755').dataTable({\n",
       "        order: [],\n",
       "        pageLength: 100,\n",
       "        lengthMenu: [[10, 25, 50, 100, 500, 1000, -1], [10, 25, 50, 100, 500, 1000, 'All']],\n",
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       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "--------------------------------------------------------------------------------\n"
     ]
    }
   ],
   "source": [
    "my_jet.parameters.N.val=5E4\n",
    "my_jet.show_model()\n",
    "my_jet.IC_nu_size=100\n",
    "my_jet.eval()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "metadata": {},
   "outputs": [],
   "source": [
    "my_jet.eval()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "metadata": {},
   "outputs": [
    {
     "data": {
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      "text/plain": [
       "<Figure size 1200x800 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "p=my_jet.plot_model()\n",
    "p.setlim(y_min=1E-16,y_max=1E-12)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "metadata": {},
   "outputs": [],
   "source": [
    "my_jet.electron_distribution.normalize=True"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "--------------------------------------------------------------------------------\n",
      "jet model description\n",
      "--------------------------------------------------------------------------------\n",
      "name: jet_leptonic  \n",
      "\n",
      "electrons distribution:\n",
      " type: super_exp  \n",
      " gamma energy grid size:  201\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:  100\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 jetkernel: 1000\n",
      " nu size: 500\n",
      " nu mix (Hz): 1.000000e+06\n",
      " nu max (Hz): 1.000000e+30\n",
      "\n",
      "flux plot lower bound   :  1.000000e-30\n",
      "\n",
      "--------------------------------------------------------------------------------\n"
     ]
    },
    {
     "data": {
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       "<thead><tr><th>model name</th><th>name</th><th>par type</th><th>units</th><th>val</th><th>phys. bound. min</th><th>phys. bound. max</th><th>log</th><th>frozen</th></tr></thead>\n",
       "<tr><td>jet_leptonic</td><td>R</td><td>region_size</td><td>cm</td><td>5.000000e+15</td><td>1.000000e+03</td><td>1.000000e+30</td><td>False</td><td>False</td></tr>\n",
       "<tr><td>jet_leptonic</td><td>R_H</td><td>region_position</td><td>cm</td><td>1.000000e+17</td><td>0.000000e+00</td><td>--</td><td>False</td><td>True</td></tr>\n",
       "<tr><td>jet_leptonic</td><td>B</td><td>magnetic_field</td><td>gauss</td><td>1.000000e-01</td><td>0.000000e+00</td><td>--</td><td>False</td><td>False</td></tr>\n",
       "<tr><td>jet_leptonic</td><td>beam_obj</td><td>beaming</td><td>lorentz-factor*</td><td>1.000000e+01</td><td>1.000000e-04</td><td>--</td><td>False</td><td>False</td></tr>\n",
       "<tr><td>jet_leptonic</td><td>z_cosm</td><td>redshift</td><td></td><td>1.000000e-01</td><td>0.000000e+00</td><td>--</td><td>False</td><td>False</td></tr>\n",
       "<tr><td>jet_leptonic</td><td>gmin</td><td>low-energy-cut-off</td><td>lorentz-factor*</td><td>2.000000e+00</td><td>1.000000e+00</td><td>1.000000e+09</td><td>False</td><td>False</td></tr>\n",
       "<tr><td>jet_leptonic</td><td>gmax</td><td>high-energy-cut-off</td><td>lorentz-factor*</td><td>1.000000e+06</td><td>1.000000e+00</td><td>1.000000e+15</td><td>False</td><td>False</td></tr>\n",
       "<tr><td>jet_leptonic</td><td>N</td><td>emitters_density</td><td>1 / cm3</td><td>5.000000e+04</td><td>0.000000e+00</td><td>--</td><td>False</td><td>False</td></tr>\n",
       "<tr><td>jet_leptonic</td><td>gamma_cut</td><td>turn-over-energy</td><td>lorentz-factor*</td><td>5.000000e+04</td><td>1.000000e+00</td><td>--</td><td>False</td><td>False</td></tr>\n",
       "<tr><td>jet_leptonic</td><td>s</td><td>LE_spectral_slope</td><td></td><td>2.300000e+00</td><td>-1.000000e+01</td><td>1.000000e+01</td><td>False</td><td>False</td></tr>\n",
       "<tr><td>jet_leptonic</td><td>a</td><td>spectral_curvature</td><td></td><td>1.800000e+00</td><td>0.000000e+00</td><td>1.000000e+02</td><td>False</td><td>False</td></tr>\n",
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       "        pageLength: 100,\n",
       "        lengthMenu: [[10, 25, 50, 100, 500, 1000, -1], [10, 25, 50, 100, 500, 1000, 'All']],\n",
       "        pagingType: \"full_numbers\",\n",
       "        columnDefs: [{targets: [4, 5, 6], type: \"optionalnum\"}]\n",
       "    });\n",
       "});\n",
       "</script>\n"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "--------------------------------------------------------------------------------\n"
     ]
    }
   ],
   "source": [
    "\n",
    "my_jet.parameters.N.val=5E4\n",
    "my_jet.show_model()\n",
    "my_jet.IC_nu_size=100\n",
    "my_jet.eval()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "metadata": {},
   "outputs": [],
   "source": [
    "my_jet.plot_model(p,comp='Sum',label='Normalized distr')\n",
    "p.setlim(y_min=1E-16,y_max=1E-12)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1200x800 with 2 Axes>"
      ]
     },
     "execution_count": 50,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "p.fig"
   ]
  },
  {
   "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": "3.8.2"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}