{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Dynamical X-ray Scattering\n",
    "\n",
    "In this example static and transient X-ray simulations are carried out employing the dynamical X-ray scattering formalism."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Setup\n",
    "\n",
    "Do all necessary imports and settings."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import udkm1Dsim as ud\n",
    "u = ud.u  # import the pint unit registry from udkm1Dsim\n",
    "import scipy.constants as constants\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "%matplotlib inline\n",
    "u.setup_matplotlib()  # use matplotlib with pint units"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Structure\n",
    "\n",
    "Refer to the [structure-example](structure.ipynb) for more details."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "O = ud.Atom('O')\n",
    "Ti = ud.Atom('Ti')\n",
    "Sr = ud.Atom('Sr')\n",
    "Ru = ud.Atom('Ru')\n",
    "Pb = ud.Atom('Pb')\n",
    "Zr = ud.Atom('Zr')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "# c-axis lattice constants of the two layers\n",
    "c_STO_sub = 3.905*u.angstrom\n",
    "c_SRO = 3.94897*u.angstrom\n",
    "# sound velocities [nm/ps] of the two layers\n",
    "sv_SRO = 6.312*u.nm/u.ps\n",
    "sv_STO = 7.800*u.nm/u.ps\n",
    "\n",
    "# SRO layer\n",
    "prop_SRO = {}\n",
    "prop_SRO['a_axis'] = c_STO_sub  # aAxis\n",
    "prop_SRO['b_axis'] = c_STO_sub  # bAxis\n",
    "prop_SRO['deb_Wal_Fac'] = 0  # Debye-Waller factor\n",
    "prop_SRO['sound_vel'] = sv_SRO  # sound velocity\n",
    "prop_SRO['opt_ref_index'] = 2.44+4.32j\n",
    "prop_SRO['therm_cond'] = 5.72*u.W/(u.m*u.K)  # heat conductivity\n",
    "prop_SRO['lin_therm_exp'] = 1.03e-5  # linear thermal expansion\n",
    "prop_SRO['heat_capacity'] = '455.2 + 0.112*T - 2.1935e6/T**2'  # heat capacity [J/kg K]\n",
    "\n",
    "SRO = ud.UnitCell('SRO', 'Strontium Ruthenate', c_SRO, **prop_SRO)\n",
    "SRO.add_atom(O, 0)\n",
    "SRO.add_atom(Sr, 0)\n",
    "SRO.add_atom(O, 0.5)\n",
    "SRO.add_atom(O, 0.5)\n",
    "SRO.add_atom(Ru, 0.5)\n",
    "\n",
    "# STO substrate\n",
    "prop_STO_sub = {}\n",
    "prop_STO_sub['a_axis'] = c_STO_sub  # aAxis\n",
    "prop_STO_sub['b_axis'] = c_STO_sub  # bAxis\n",
    "prop_STO_sub['deb_Wal_Fac'] = 0  # Debye-Waller factor\n",
    "prop_STO_sub['sound_vel'] = sv_STO  # sound velocity\n",
    "prop_STO_sub['opt_ref_index'] = 2.1+0j\n",
    "prop_STO_sub['therm_cond'] = 12*u.W/(u.m*u.K)  # heat conductivity\n",
    "prop_STO_sub['lin_therm_exp'] = 1e-5  # linear thermal expansion\n",
    "prop_STO_sub['heat_capacity'] = '733.73 + 0.0248*T - 6.531e6/T**2'  # heat capacity [J/kg K]\n",
    "\n",
    "STO_sub = ud.UnitCell('STOsub', 'Strontium Titanate Substrate', c_STO_sub, **prop_STO_sub)\n",
    "STO_sub.add_atom(O, 0)\n",
    "STO_sub.add_atom(Sr, 0)\n",
    "STO_sub.add_atom(O, 0.5)\n",
    "STO_sub.add_atom(O, 0.5)\n",
    "STO_sub.add_atom(Ti, 0.5)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "S = ud.Structure('Single Layer')\n",
    "S.add_sub_structure(SRO, 200)  # add 100 layers of SRO to sample\n",
    "S.add_sub_structure(STO_sub, 1000)  # add 1000 layers of dynamic STO substrate\n",
    "\n",
    "substrate = ud.Structure('Static Substrate')\n",
    "substrate.add_sub_structure(STO_sub, 1000000)  # add 1000000 layers of static STO substrate\n",
    "S.add_substrate(substrate)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Heat\n",
    "\n",
    "Refer to the [heat-example](heat.ipynb) for more details."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "h = ud.Heat(S, True)\n",
    "\n",
    "h.save_data = False\n",
    "h.disp_messages = True\n",
    "\n",
    "h.excitation = {'fluence': [35]*u.mJ/u.cm**2,\n",
    "                'delay_pump':  [0]*u.ps,\n",
    "                'pulse_width':  [0]*u.ps,\n",
    "                'multilayer_absorption': True,\n",
    "                'wavelength': 800*u.nm,\n",
    "                'theta': 45*u.deg}\n",
    "\n",
    "# temporal and spatial grid\n",
    "delays = np.r_[-5:40:0.1]*u.ps\n",
    "_, _, distances = S.get_distances_of_layers()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Surface incidence fluence scaled by factor 0.7071 due to incidence angle theta=45.00 deg\n",
      "Absorption profile is calculated by multilayer formalism.\n",
      "Total reflectivity of 58.5 % and transmission of 0.4 %.\n",
      "Elapsed time for _temperature_after_delta_excitation_: 0.294348 s\n",
      "Elapsed time for _temp_map_: 0.323390 s\n"
     ]
    }
   ],
   "source": [
    "temp_map, delta_temp_map = h.get_temp_map(delays, 300*u.K)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x576 with 3 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=[6, 8])\n",
    "plt.subplot(2, 1, 1)\n",
    "plt.plot(distances.to('nm').magnitude, temp_map[101, :])\n",
    "plt.xlim([0, distances.to('nm').magnitude[-1]])\n",
    "plt.xlabel('Distance [nm]')\n",
    "plt.ylabel('Temperature [K]')\n",
    "plt.title('Temperature Profile')\n",
    "\n",
    "plt.subplot(2, 1, 2)\n",
    "plt.pcolormesh(distances.to('nm').magnitude, delays.to('ps').magnitude, temp_map, shading='auto')\n",
    "plt.colorbar()\n",
    "plt.xlabel('Distance [nm]')\n",
    "plt.ylabel('Delay [ps]')\n",
    "plt.title('Temperature Map')\n",
    "\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Numerical Phonons\n",
    "\n",
    "Refer to the [phonons-example](phonons.ipynb) for more details."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "p = ud.PhononNum(S, True)\n",
    "p.save_data = False\n",
    "p.disp_messages = True"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Calculating linear thermal expansion ...\n",
      "Calculating coherent dynamics with ODE solver ...\n"
     ]
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "4f88940cbdc64c65ad5e23dc026621ce",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "0it [00:00, ?it/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Elapsed time for _strain_map_: 0.578684 s\n"
     ]
    }
   ],
   "source": [
    "strain_map = p.get_strain_map(delays, temp_map, delta_temp_map)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x576 with 3 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=[6, 8])\n",
    "plt.subplot(2, 1, 1)\n",
    "plt.plot(distances.to('nm').magnitude, strain_map[130, :],\n",
    "         label=np.round(delays[130]))\n",
    "plt.plot(distances.to('nm').magnitude, strain_map[350, :],\n",
    "         label=np.round(delays[350]))\n",
    "plt.xlim([0, distances.to('nm').magnitude[-1]])\n",
    "plt.xlabel('Distance [nm]')\n",
    "plt.ylabel('Strain')\n",
    "plt.legend()\n",
    "plt.title('Strain Profile')\n",
    "\n",
    "plt.subplot(2, 1, 2)\n",
    "plt.pcolormesh(distances.to('nm').magnitude, delays.to('ps').magnitude,\n",
    "               strain_map, cmap='RdBu',\n",
    "               vmin=-np.max(strain_map), vmax=np.max(strain_map), shading='auto')\n",
    "plt.colorbar()\n",
    "plt.xlabel('Distance [nm]')\n",
    "plt.ylabel('Delay [ps]')\n",
    "plt.title('Strain Map')\n",
    "\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Initialize dynamical X-ray simulation\n",
    "\n",
    "The `XrayDyn` class requires a `Structure` object and a boolean `force_recalc` in order overwrite previous simulation results.\n",
    "\n",
    "These results are saved in the `cache_dir` when `save_data` is enabled.\n",
    "Printing simulation messages can be en-/disabled using `disp_messages` and progress bars can using the boolean switch `progress_bar`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "incoming polarizations set to: sigma\n",
      "analyzer polarizations set to: unpolarized\n"
     ]
    }
   ],
   "source": [
    "dyn = ud.XrayDyn(S, True)\n",
    "dyn.disp_messages = True\n",
    "dyn.save_data = False"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Homogeneous X-ray scattering\n",
    "\n",
    "For the case of homogeneously strained samples, the dynamical X-ray scattering simulations can be greatly simplified, which saves a lot of computational time."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### $q_z$-scan\n",
    "\n",
    "The `XrayDyn` object requires an `energy` and scattering vector `qz` to run the simulations.  \n",
    "Both parameters can be arrays and the resulting reflectivity has a first dimension for the photon energy and the a second for the scattering vector."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Calculating _homogenous_reflectivity_ ...\n",
      "Elapsed time for _homogenous_reflectivity_: 3.282614 s\n"
     ]
    }
   ],
   "source": [
    "dyn.energy = np.r_[5000, 8047]*u.eV  # set two photon energies\n",
    "dyn.qz = np.r_[3.1:3.3:0.00001]/u.angstrom  # qz range\n",
    "\n",
    "R_hom, A = dyn.homogeneous_reflectivity()  # this is the actual calculation"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAYoAAAEMCAYAAADal/HVAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjQuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/Z1A+gAAAACXBIWXMAAAsTAAALEwEAmpwYAABPuklEQVR4nO3dd5hb93ng++8L4KC36ZxCcljFIqpSzb3KkteR3OJYaU7sxGlOrp3HN6sk683mufG1s5vs3jjRJrFjx46TtSI7sSU7smS5yHJRoySqUKTYh5zeUWbQ8bt/ANPRyBnMcIbv53nwDObg4OA3mIPz4tfenxhjUEoppcqxrXUBlFJKXdo0UCillKpIA4VSSqmKNFAopZSqSAOFUkqpijRQKKWUqsix1gWoh+bmZtPd3b3WxVBKqXXlmWeeGTXGtCzeviEDRXd3N4cOHVrrYiil1LoiIj2ltmvTk1JKqYo0UCillKpIA4VSSqmKLvk+ChHxAf8bSAOPGmP+ZY2LpJS6hGQyGXp7e0kmk2tdlHXD7XbT1dWFZVk17b8mgUJEvgC8Axg2xlw5b/ttwF8BduAfjDGfBt4NfM0Y800R+VdAA4VSalZvby+BQIDu7m5EZK2Lc8kzxjA2NkZvby/btm2r6Tlr1fT0ReC2+RtExA7cA9wO7APuEpF9QBdwvrhbbhXLqJRaB5LJJE1NTRokaiQiNDU1XVANbE0ChTHmMWB80eYbgZPGmNPGmDRwL3An0EshWID2qShVO2MgPrzWpVgVGiQuzIW+X5fShbeTuZoDFAJEJ/DvwHtE5G+Bb5Z7soh8WEQOicihkZGR+pZUqXVg+vijnHrwr8hGBte6KBted3c3Bw4c4JprruHgwYOz28fHx3nrW9/Krl27eOtb38rExMTsY5/61KfYuXMnV1xxBQ8//PDs9meeeYYDBw6wc+dOfu/3fo9a1wyampqiqamJSCSyYPs73/lO7rvvvmX9fZdSoCgV4owxZsoY86vGmN+q1JFtjPmsMeagMeZgS8uSiYVKXXaOv/wcw7EU/RPxtS7KZeEHP/gBhw8fXjDZ99Of/jRvfvObOXHiBG9+85v59Kc/DcDLL7/Mvffey5EjR3jooYf47d/+bXK5Qsv6b/3Wb/HZz36WEydOcOLECR566KGaXt/n83HrrbfyjW98Y3ZbJBLhxz/+Me94xzuW9bddSoGiF9g87/cuoH+NyqLUupdPTwNgWc41Lsnl6/777+cDH/gAAB/4wAdmL+L3338/73//+3G5XGzbto2dO3fy1FNPMTAwQDQa5ZZbbkFE+OVf/uUFF/4ZU1NTfPCDH+SGG27g2muv5f777wfgrrvu4t57753d7+tf/zq33XYbXq93WX/HpTQ89mlgl4hsA/qA9wM/v7ZFUmr9yuXyAFj2NS7IKnr0lWFGYqkVPWZLwMUbrmituI+IcOuttyIi/MZv/AYf/vCHARgaGqK9vR2A9vZ2hocLfUZ9fX3cfPPNs8/v6uqir68Py7Lo6upasn2xT37yk7zpTW/iC1/4ApOTk9x444285S1v4bbbbuPXfu3XGBsbo6mpiXvvvZff/d3fXfZ7sCY1ChH5CvA4cIWI9IrIh4wxWeAjwMPAUeA+Y8yRtSifUhtBLl8IFORra+NWF+8nP/kJzz77LN/+9re55557eOyxxyruX6rfQUTKbl/sO9/5Dp/+9Ke55ppreMMb3kAymeTcuXM4nU7uuOMOvva1rzE6Osrhw4e59dZbL/4PK1qTGoUx5q4y2x8EHlzl4ii1MZlCoDBcPoGi2jf/euno6ACgtbWVd73rXTz11FO87nWvo62tjYGBAdrb2xkYGKC1tVC+rq4uzp+fG7vT29tLR0cHXV1d9Pb2Ltm+mDGGf/u3f+OKK65Y8thdd93Fn/3Zn2GM4c4776x5Ul0ll1IfhVJqBc18O6111Iy6OFNTU8Risdn73/nOd7jyysI84jvuuIMvfelLAHzpS1/izjvvnN1+7733kkqlOHPmDCdOnODGG2+kvb2dQCDAE088gTGGf/qnf5p9znxve9vb+Ou//uvZ/+1zzz03+9gb3/hGTpw4wT333MNdd5X8Tn7BLqU+CqXUSirWKPIzTVCqLoaGhnjXu94FQDab5ed//ue57bbCfOK7776b973vfXz+859ny5YtfPWrXwVg//79vO9972Pfvn04HA7uuece7PZCZ9Lf/u3f8iu/8iskEgluv/12br/99iWv+YlPfIKPfvSjXHXVVRhj6O7u5lvf+hYANpuN97znPXz1q1/lda973Yr8jbIRv20cPHjQ6HoU6nL3+Bf/EHIZtt36m2zavHOti1M3R48eZe/evWtdjHWn1PsmIs8YYw4u3lebnpTaoGabnrRGoZZJA4VSG9VMZ/YGbDVQq0sDhVIblQYItUI0UCi1Qc2MvtemJ7VcGiiU2rBmhsdqoFDLo4FCqQ1O+yjUcmmgUGqD0xpF/f2v//W/2L9/P1deeSV33XXX7KJAldKMA5w7dw6/389f/MVfABCLxbjmmmtmb83NzXz0ox+tqQyXS5pxpVRdaI2invr6+vjMZz7DoUOHeOmll8jlcrMZXMulGZ/xsY99bMGEukAgwOHDh2dvW7du5d3vfndN5bhc0owrperAaFLAustmsyQSCbLZLNPT07P5mcqlGQf4xje+wfbt29m/f3/JY544cYLh4WFe+9rXLnnsck4zrpSqi8soUJz4LsSHVvaY/jbY9ZayD3d2dvLxj3+cLVu24PF4uPXWW2cztpZLMz41NcWf//mf88gjj8w2Oy32la98hZ/7uZ8rmT32skgzrpRaPdqZXV8TExPcf//9nDlzhv7+fqampvjnf/7nis/5kz/5Ez72sY/h9/vL7nPvvfeWTep3WaQZV0qtnsuq6anCN/96+e53v8u2bduYWYL53e9+Nz/96U/5xV/8xbJpxp988km+9rWv8Qd/8AdMTk5is9lwu9185CMfAeD5558nm81y/fXXl3xNTTOulFpRBh31VE9btmzhiSeeYHp6GmMM3/ve92aT7ZVLM/6jH/2Is2fPcvbsWT760Y/yR3/0R7NBAgrNTpVShK92mnENFEptQPObmy6rGsUauOmmm3jve9/Lddddx4EDB8jn87NLod5999088sgj7Nq1i0ceeYS77767pmPed999FS/yn/jEJ8hkMlx11VVceeWVfOITn5h9bCbN+NjYmKYZr0TTjKvLXTaX5+kv/gEALTe8h51X3bLGJaofTTN+cTTNuFKXufmViFwuu3YFURuCBgqlNqD5q9rlNVCoZdJAodQGlMvlZu+befeVuhgaKJTagPL53Lz7G79GsRH7WuvpQt8vDRRKbUDZ7FxwMBu86cntdjM2NqbBokbGGMbGxnC73TU/RyfcKbUBZXKZ2fsbvTO7q6uL3t5eRkZG1roo64bb7aarq6vm/TVQKLUB5dJzgYL8xu6jsCyLbdu2rXUxNjRtelJqA8pl07P3ddSTWi4NFEptQNl5gWKj91Go+tNAodQGlMsUgoMAebOxm55U/WmgUGoDymVTANhtojUKtWwaKJTagHLZQme2ZbdpH4VaNg0USm1A+WIfhc3pJp/NVNlbqco0UCi1AWUzaQSwuXyYYjOUUhdrXQQKEXmniHxORO4XkeWv66fUBpfNpLHbBLF8mHkjoJS6GHUPFCLyBREZFpGXFm2/TUReEZGTIlJxNQ9jzDeMMb8O/Arwc3UsrlIbQjadxG4TcPkxOQ0UanlWY2b2F4G/Af5pZoOI2IF7gLcCvcDTIvIAYAc+tej5HzTGDBfv/5fi85RSFeTSCVyWE5vTi8lmMMYgImtdLLVO1T1QGGMeE5HuRZtvBE4aY04DiMi9wJ3GmE8B71h8DCmc4Z8Gvm2MebbORVZq3cunk4jDjd1yYjdp0rk8Lod9rYul1qm16qPoBM7P+723uK2c3wXeArxXRH6z1A4i8mEROSQihzQ5mLrc5TMJxHJjt1zYTI5MVifdqYu3VkkBS9WBy+YINsZ8BvhMpQMaYz4LfBYKa2Yvq3RKrXP5bAqbtxAoANKpJLida1wqtV6tVY2iF9g87/cuoH+NyqLUhmKMwWSS2J0eHMVAkUnpEFl18dYqUDwN7BKRbSLiBN4PPLBGZVFqQ0nn8pBNYTnduIqL0yRTiTUulVrPVmN47FeAx4ErRKRXRD5kjMkCHwEeBo4C9xljjtS7LEpdDqZTOax8Asvjx+X2AZBKxNe4VGo9W41RT3eV2f4g8GC9X1+py81UIoE9n8HlDeDy+gFIJ6bWuFRqPdMV7tRlK583vHT0CKOnnsVkM3g37eTKa28m4HGtddGWJTkdBcDlC+J0+7AJZJIaKNTF00ChLkvZbI4nvvfv2HufpNnrxbKcRI8d5dD5wxy47YM0hwJrXcSLlowXAoXHG0ScPhw2G5mkNj2pi6eBQl2WnvnJt7H3Psmmvbew7aY7wOZg8vQhTv74a7z0nS9x852/idu5Pj8eqekYAri8AbBb2C2LVGp6rYul1rF1kRRQqZV09uwp8id/SGP31Wy75d1gt0CE8I4b6L75DtzRs7x46NG1LuZFS05HcTpsiKvQP2GzPOQ0UKhl0EChLiv5XJ6+J7+B0+Nj52vfC4vyHzXvfhWhjp2kjv+AscnoGpVyedJTEVyWA6zCiCe7y6d9FGpZNFCoy8qpEy9hiw/QetVbsTs9S3cQofvGd+DMpzh1+LHVL+AKyExN4PCGwFb4eFueAPlUjHxeExaoi6OBQl1WRo48iuUN0LX3xrL7eJq68HdcQarnaaZT6ytFdyaXh2QEhzc8u83pC+HMThFP65Ko6uJooFCXjZGhAWTyHKGdtyB2q+K+7XtvwZGdouf4i6tUupURSWRwZWO4Ao2z29y+MFYuQWxa03ioi6OBQl02eo8dwibC5r03VN23YfNenN4A46efWYWSrZxIfBpnbhpPcF6gCDQAMBUbX6tiqXVOA4W6LJh8nkTv87hatuH2N1R/gs1OsGsfZuwMsen1kycpNjkGgD/UMrvNWwwU09HJtSiS2gA0UKjLwshQH5KcJLjlqpqf09R9JXaTYeDMsTqWbGXFJoZx2m0Lmp6cvhAuh414RGsU6uJooFCXhaGzLyNA+/b9NT+noWMnDqeLifMv169gKywxOYTXaQdv89xGdwi300EyOrZ2BVPrmgYKdVmI9x/HCrbhCdTQ7FQkdgt3czepsR6MufSHlhpjyMZGcPpCYLnnHrBbOL0hMvHRdfF3qEuPBgq14aVSSYj04m7becHP9bdtw0qOMzYxUYeSraxIIoMzNY4r1LrkMVewFWdynGhSh8iqC6eBQm14I/09YHKEO3Zc8HMbi88Z7zu90sVacaOxFJ7MJN6GtiWP+RpbcWcjjETXT8e8unRooFAb3sTAGQRo6dx+wc8NtmzG7rCIDp9d8XKttLHRYewmS6CpY8ljwaZ2HGQZGRleg5Kp9U4DhdrwpkbP4fA34fT4L/i5YnfgDLWRnLj0l3SPjvbiddqxAkubnhzBdnxOB5Hh82tQMrXeaaBQG5rJ5zGTvTgbuy76GK5wO8SHyGZzK1iylWWMITHeh8/tBP/SQIG/FZ/XTWr8PNlcfvULqNY1DRRqQ4tGJyEzjadp80Ufw9vUgT2XYmJidOUKtsIiiQzO6WHc4bZC2vTFbHZ8TZ14kkP0TyZXv4BqXdNAoTa0yZE+AELN7Rd9jGBzoTYSKR7rUjQYSeBLj+BrLl9zatjUTSAzytmRydUrmNoQNFCoDS06OoAADa2dF32MUFM7NoGpiaGVK9gKGxwawk2aYMuWsvtYzdsJu2yM9Z5cxZKpjUADhdrQkpFB7O4AlvvCO7Jn2JxuHJ4AyejICpZsZU0OniXgdmALLR3xNCu8hZDfgxk/zeT0+kqfrtaWBgq1oeWiw9hKjAK6UDZfE7mpSzNXUjSZQSLnCPh94Kvwt9otwu07aEic59SIrninaqeBQm1YJp/HTI1iBVuq71yF5W/CTI1fkikwTg3HCaQGCW3aMbuqXTne9j002uKc7+tdpdKpjUADhdqwYvEI5LN4gs3Vd67CFWzGlp1manq65OPnxqZ58vQYkURm2a91oc70DdEkMfxtNUwobNpBo89JavAY07rinaqRBgq1YcWLw1n9oaZlH8tbDDaxyaVDZE/0DnH0ob8j88O/4NHvfINocvWCxVA0SXLgGC1+FzRuq/4ET5hQSxfh6R5Oa/OTqlFNgUJEPiIitafdVOoSEC9e1P0Ny69R+Iorxi1e0yGby3Puia+ziTGu2rOH9rEnefbQE8t+vVIyuTzP9Ezw4IsDPPrKMIfPT/KdI4NsyvTQ0tYOvtqa2AKde2jOjXB24NLtnFeXllprFJuAp0XkPhG5TUSknoVSaiUkYuPYBPzB5dcofMEwAOmpyILtZ8+fxxs5Sdv+NxC86Rdp2rQZc/qHRKZWdlRRJpfn35/t5adHzzMx3MeR3jF+cGyYbGyY6wMRrI4DUOPHUpp30+i1iPW/QkZnaasaOGrZyRjzX0TkE8CtwK8CfyMi9wGfN8acqmcBlbpY2akJxBVAHM5lH8tyB7DbbaSnFwaK8ZOHcNjttO65GWx2Nl35BkYe+TKnThzhumuuXfbrzvjx8RFs537CXe4TNLssjMNNIrwD19QA9owfOq6r/WCBTYTDjQRHz9IzNs3O1osfOqwuDzX3UZjCcI/B4i0LNABfE5H/XqeyKVVRPpdndHiAbKZ0n0BuegLxhFbmxWw2xBUgOz05u8kYQ2LoBJ6WrdjcAQB8nfvweT1Ezz1f8XDGGPonEwxFq6fTmJhKM3DscQ6aIzR3XwX77kAat+GdPIE9l4R9d4LTW/vfIkJw816a0n2cHpqsurtSNdUoROT3gA8Ao8A/AP+3MSYjIjbgBPAH9SuiUkulUkkOP/g58uM9iLeJAz/zO/j8wQX75JOxQkK/FWJzB8kkorO/T0xO4kyO4m2b923ebuHt2MPE6WPEEmkCntK1mUeP9tP3yrPkbBbb9lzH664oP//huVN9dEeeouPKfYWgIAJt+2FmqO5FtATbW3bT7P4Rp3tPkN/fic2mrcmqvFprFM3Au40xbzPGfNUYkwEwxuSBd9StdEqVcfSJb2PGewjufjUkJ3nlJw8seNwYQz4Vx/IEVuw1bZ4gJhmb/X186BwAofaFw1LDnbux8gmGBkunJj8zEiP97Fd4dfZJXpv6EROHH+DsaOkRSJlcnsipp2j1Cq69ty0MCiIXFSQKhdxKOODDGz1Df0QXM1KV1RoothljeuZvEJEvAxhjjq54qRYREZ+IPCMiGpQUU/EYidNP4Nl8Nftf+y683QdJ9b3IVGxydp9kMoXk0ji9wfIHukCW208+PTU76S422oddoKFlYR6phvad2G3CZP+Jksc5dfhHtOaG2XLLe9h6zRvZkjrOiy8+V3LfsyMxGiNHCHftAd/yR2/NsjsIde6mKdnDqeH4yh1XbUi1Bor9838RETtwfbUnicgXRGRYRF5atP02EXlFRE6KyN01vP5/Bu6rsaxqg+t5+SnI59hy9RsA6Nh7E5gc/afmTrN4rLDGtcu3coHC6fFhy6VIFieqpSMD2L1hbE7Pgv1s3jBuX4jp0XNLjjERT2LvP0RD+zbsXddi3/lGWlvacPU9zmBkaX9F79kT+EjQuL3qx+2CWa1X0OJM0997dsWPrTaWioFCRP5QRGLAVSISLd5iwDBwfw3H/yJw26Jj2oF7gNuBfcBdIrJPRA6IyLcW3VpF5C3Ay8Clm7pTrarouZdwBDfR0FZYY6KptQtxB4n0vTK7T2Kq0JfgXsFAYbl9ACSnC9/A87FRpFQeKRGscDv56BD5/MKUH+fPnsCdjdKy51WFDTY7LXtuIZQe4nTP2QX7GmNI9L9M0OfB1rxzxf6OWU07CHmdOCZOreokQbX+VAwUxphPGWMCwP8wxgSLt4AxpskY84fVDm6MeQxYnEntRuCkMea0MSYN3AvcaYx50RjzjkW3YeCNwM3AzwO/XuxAV5epqXgME+nF33HF7Dax2XA1bSE7MZe/KFOXQFEYRppOxsjn8phkBJevseS+noZ2nOkJJuMLU35E+o7hcTrwtc+V39lxFUGPk8mzzy/IJTUaT+ONncHTthNWYIjvEk4fvubNhJJ99E9qP4Uqr1qNYk/x7ldF5LrFt4t8zU5g/sK9vcVtJRlj/tgY81Hg/wCfK3aglyrrh0XkkIgcGhnRGacb1eDZY4ChpXvfgu3e5s2YVIxYceZ0ptjp7FrBPgqnp1CjSCemiU3FkVwad6B0oAg0dyKY2YWTAHJ5Q3bkJK7mrWC553Z2+Qm0deOMnGE0PjdRr3dwEFc2RmPnrhX7Gxbzt24jmB1lYDxWfWd12ao2PPb3gQ8Df1niMQO86SJes9QwjaopOY0xX6zy+GeBzwIcPHjw0kvxqVZEbKQHsTto2rR1wfZQ62bGgYnhXgKhRrLJKUQEV/HivhKcszWK+GwqD0+wdGabUHMHAkQnhoHdAIxFY7hT4/hal07EC3ddge/MN+kfHqElUFilbqL/NI2WDV9rDTmcLpIt3EXIKfQN98K+i1/cSW1sFQOFMebDxZ9vXMHX7AXmL2DcBZQeR6jUIsmxPhyhdsS+8NQNNbYBMB0p5HfKpqYRhwux2VfstV2eQqDIJuKkpXDccjUKh7cBp2UnPW+xo8mh84Ah2Lp1yf7+9itwO/6Dib7jsKOr0D8xcga/r8oaE8sV7CTgdpAdP08ycxC3tXLvl9o4ak0K+HyxY3vHCrzm08AuEdkmIk7g/cADVZ6jFNlslnxsAE/D0m++bm8hVUeqeGHOphPIotFIyzVTO8mkEqSKM7Q9/nDpne0ObJ4QmfhcF118tBe7QLClxLrW/jZ8gSCJoZPk84bReBrPdD/u5u6qa0wsi8uPL9yMPzWk/RSqrFrPwDuAHHCfiDwtIh8XkfKL8xaJyFeAx4ErRKRXRD5kjMkCHwEeBo4C9xljjlxk+dUGkU5O8/IP/pUXH/o80dHSFczxkQEkn8XfsnnJY2KzYfM1kYoVLsy5VAKbtbKBwuawsNkdZDNJMskEArgrNG05fI0LVsVLTAxieYOz6T4W/gGCr20H3qleRmJJBkbH8WQmCW+qX7PTjEBrN8H0EP0TGihUaTUFCmNMjzHmvxtjrqcw+ugq4EwNz7vLGNNujLGMMV3GmM8Xtz9ojNltjNlhjPnksv4Cte6ZfJ4Xv/MlImcOERs8xSsPf45MaukCQdHxwgjpYHPptBwObwP5xCQA+UwCu9Ndcr/lEIeLXDpJKpXA4bCWNIHNZwWakeQk6Wxh/EVmagLLXz5bf2PXbpy5afr6zjM5cBqn3YavRDPVSnM0dNHgSDM0oiPQVWk112lFpFtE/oDCcNY9aH4ntUJ6T71EeuQU4atuY+sbP0Q2GeP04ceW7JeYHEaAYLE/YjGHx49JFec4ZBLYLiRRXo3E4SKXSZFNJbBVCUQefyOOfIpoPF5I552cxOkrHyg8rTvwuxyMnX+F6FAPQa8TCXas9J+wVLCLoNsiMXp+NqjNMMYs2aYuP7UmBXwSsICvAj9rjDld11Kpy8rg0Z8i7gC7r30Ddrud3sZuomeewdxwKzKvfT4VHcHmCWK3XCWP4/QGmcqmSKWSkEliX+E+CigEinw2RdZk8FQJFN7iGhbRyARit3Bmp3BXWhvDE8bf0Epm7AxWPk2gowvs1gqWvgxfC36fF19kkMFIki1NhQA7OZ3mWy8MMBJLsa3Zx+0HNuFyaGf35ajWGsUHjDHXFSfgaZBQKyYemyQ7eorAlmuw2wsXoYbuq8lOTTAx0rtg30x8DIe//IXW6S2kFJ+KTiK5FDarDk1PlhOTTZHPVD++rzh0djo2QWxyDMHgKTNKasam7j20pHtpzY/Q0rUSY0dqYLMRaNlMIDNE72ShyS+dzfP15/qIp7Jc2xWgZ2ya7748vDrlUZecijUKEflFY8w/A28XkbcvftwY8z/rVjJ1WRg4fRSMYdOuubkFbd37GHv2fkZ7T9LYVhgzYYwhPzWGs/mqssdy+wqBIjY5gph8XZqebA43JjmJMYJ4K2emdfvC2AWSsQlmEgr4w5UT+3lad3Dt5uewiWBrqd9Eu8Wshs20coTjo1HY0cyPToyQjI3zfu8hGoYm6LB38eDgdfRvCdMRXvmamrq0VatRzAzpCJS46bJYatmiAyewOb00ts4NGQ2GG8EdJjY0V3lNJpPYcimsCm38Ll/hlExExwBwlGmiWg5xuCCbwmRS2J2Vjy+uAC7LTmo6QiI6ht0muP2VaxQ0dOPwhLCFOiFUdWDhygl20uh1EBk+x0t9EV44P8kbeYYGicOmq9iRP8fO+DM8e25i9cqkLhnVJtz9ffHud40xP5n/mIi8um6lUuve2Llj9B16AIfTx/bXvb9k27wxhtTIGTwt2xb0RYgIzsYuMhNzmV4S8UmAimnDna5CDSJVzPNkt1Y+P5LNcpHPJhFjqz781u7A4faRnopCPofPciDuKivuOVxw02+C2Oo7f2KxYActARfh2DCPvDzEVtPLLucobLsVug5iF2H/5E95pH8fqX1t2ldxman1TPzrGrcpRWxyhFM/+BKR6Qzjo/288r0vYvK5JftFIhNIOkagtXvJY55wGyYRIZUstJkn44W1ql2+cNnXdXsKgSJdnAznqEugcCO5NPZ8pmyn+nwOT4hsIkI2PoHdHazt4m93rG6QAHB6cQVbeU1bmgPtXm73HMHub5lbi3vrq2nyuWiMHeX0SOlFltTGVa2P4hbgVUCLiPz+vIeCgH6lUCWdefohcvk8V/7Mb9J/7iTRZ77K4KkXaN+1MMfR5HChszrUsnSmdaCpnQgwMdLPps07SU8VA4W//Ddyy+nBJkJ2ulCjqEfTk93hREweO/maRlVZvhC28X5SmSSOpvLNZpeEUBdtI8do85yA3BTsumMuYLmDBDp20/n8y/SMTrG3feWSLapLX7WvLU4KfREOFvZPRIH31rdoaj1KJqaY6n0Jz5braGhsYveVB8k7Awwdf2rJvrHRfgQIlwgUwebCtvj4IDBXSyibMgMKy4JabvLJQlBxOFe+RjG/X8JRw4Q+tz+MKxfHnY1W7F+5JGy6ErIpOPcEtO6Fhu4FD0vrXpqsNGND5xakQ1cbX7U+ih8CPxSRLy5eClWpUnqPH4Z8jo49NwJgOex4ug6QOvsEuXRywWzpxEQ/dm94dkGg+fzBBkSEZDElR3Y6Ss7uwuOufHEWy41JFCbdWfWoUcxrzrJc1WsUHn8j9nwaO+AOXOKBIrQZtr0WpkZh161LH2/YRtBjYU2eJZq4jpB3FeZ4qEtCrQ2h/yAi4ZlfRKRBRB6uT5HUpWii50Ve+fY99D31DciVXw1tovcYNneQlva51BNNW/aQz+cZPr9wDelMbBQrWDozqt3hQFwB0sVO7GwyBk4fIqWy1M8Ry409Xyifo8qopIvhmDd3opYahXdeGnJPpcl2lwIR6H4N7H8nlBpa7PLjbeogmOpnMLp02VYoDFB4ZTDG8+cnC7PR1YZQa6BoNsZMzvxijJkA6pj7WF1KJgfOcOL7X2ZgeIRzL/6EM0+UXgU3n8uTGevB07pwFNOmzTswYme8/9SCfUlMYlUYLmrzNpCdLgzHzKamsTmrry1hn3cht+rQmT2/A9uqoY/COa/zPdTQsuLlWW2+5i0EMqMMR0snEPzRiVEefHGA7x8b5hvP9S1ZClatT7UGivz8bLEispUaFhtSG8PJJ75JxuHj2nd/nFzn9Ywcf4pkdHTJfqMjfUhmmkD7whnFLqcLm7+F5PhcVtipqSi2fBpXhZnKli9Mrtg3kUsncNTQ1GN3zDWHOOvQR2HNq6VYruo1CnGHaA+52RR04/BXnmy3HthDHQQcWSJjSxMIjsZTPNszzk3Bcf5TxxS949Mc6Y+uQSnVSqs1UPwx8GMR+bKIfBl4DKi6ZrZa/8YGzpEZP0fDFa8hFPBzxQ1vJWvg3Es/LbHvWQBaOncueczV0E4mMoDJF5ojpiKFSXGuQPmLp+UNQTpOPpcnn07gcFWfaT3zjd9uE8Re56anGsqD0093k49tzT5Y4bTnayLQgc/pIDHeu6RD+/nzk2yffJwb499j1/C3uTb1NM/0jGvH9wZQa5rxh4DrgH8F7gOuN8ZoH8U6FjnzHGe//wUiJx6HCh/k3hPPImJj+5U3AdDS1IQJbyXWe2TJ8xLjg9gdFv7Q0ou/t6kLk0kQjxaakpKxQo3EGyrfbu/y+sEYphNx8ulprFoChaNQi7DZBFZwdbsZlmt+01MNgchmg2t/Aa77pUIfwHrnbcLjdmKbHiWRmZsbk88bes+dYV/+OI7NB5HOg+wzJ8hMnGc4llrDAquVUOsKdwLcBlxnjPkm4BWRG+taMlU3I6cPc+wH/8L5ntO88qN/Y/T4EyX3M8Yw3X8UR9NW3N65jC3hzftJx8aYmhxZsH82Ooj4W0tOFvOHC6nBYxOFxHIzCwz5SgSVGU5PIZdSZGIM8lksd+01irw46nJhds5rbpJaawjhLRAqsardemSz4Qw048lMMjE9N6hhMJqkYeJ5QsEAbHs9bH8DDaEwnbGXODkcX8MCq5VQa9PT/wZuAe4q/h4D7qlLiVRd5bMZzj75LTLeNna9826m/Zs5/8y3Mdml3/omJsZhaoxQ554F25uLWU1H++Y6pzEG4sM4gqXXigg0Fjpyp4prWqemohiHG7er/Ldyt68QKKJjhbkUzhLDaBebmY2dl5oy6F8wa/5IpzrUWNYDT6gFT2aCyen07LaekRiNiR5Cm68Eyw0OJ1bnVWw25+kfGa9wNIinspwaieu6F5ewWgPFTcaY3wGSMDvqaeV7CtXFS0ySHzwC6aUrw813/uQLZKcn6bz2VjY1+Gm/5laSiWkGTzy3ZN/RvkJSvpauhX0Oza2dGIebyNDZ2W3pRIxcOoEzVCZQBBsQm51EMVCkE1HspZYEncddzOs0NVmohbhqCBQzzUH5OiUOmGnaupx5Qm14cjEm43Mjn+LDpwk4cjg37Z3bsWUPIZeD1PCpskFgNJ7iSz89ywOH+7n36XMkM0tTvai1V2ugyIiIneJIJxFpATT8XyLiI+d44et/yVP/8Y+c+I//D1OcmVzKyMlnEZefrTuvBGDH9t1kXQ2MnD68ZN/Y8FnsDmtJig273YY91EFqvG92W3Si0DntKzNXQGw2bN5GUrHCftlEDEeVQOEp1igSM4HCW73paaZGYeo1KG8j9DMsk83XhNshs7VDgMzYOTxOB4TnrWceaMcfCBBMnGOozLyL7x8bxk2at3U7GI+neOL0WL2Lry5CrYHiM8DXgVYR+STwY+D/rVupVM1MPsfxR79CNOcgteddDE9EOfN46XkOyVSK9PBJfF1XYisuEuRw2PFs2kVy9Cz5zMLmp9T4eaxwe8l1od3hNnLxEfK5wjfAeLTQvOAPVx7umpkqdGbnkzGsKus5WC4fdruNbKzQF+LxVs9sP9M0pANt6sgdwm3ZmS7+z9PZPBIbwAq0FLLfzrDZ8LZsI5AaYjS+tGlzMJJkcrCH2+NfZ1/vv/J68xQv9U6Symqt4lJT66inf6GwRvangAHgncaYr9azYJe73OhpUqd/AsnK49D7Tr5AKjpC6zVv53WvehX5rhsYO/siqejS1ciGek8jJkfLlt0Ltjdu3ksum2V03oS4VDZHLj6Gt2FTydf1NWzC5HNEJwoX8aniRSMUrjCKyRcml4yRymQhPVUxZTgANhs2y4srMwmA21N705PUcZrPrlY/+y7npHjFQJGOT2CMYWIqhT89jKtp85JdXY2dBEyM8cml5/HJoSi7Jh6jpSEIndexK3+WUOwEJ4a08/tSUzFQiEjjzA0YBr4C/B9gqLhN1cHIK4/z3Lf+lmd/8HVOPnQPpkKwGDj2JLhD7Nh3HSLCjmteRzYP/cefXbLvRN8JbDahedE8h9au7YAwMTiXzms8EsGRT+ELl55NHGruAGBytDCJLhGbwOF0VRzC6vGHcGQTDI6MIyaPy1dlbQbA5vYhJo9lF+w1rFhnFSfZ2e31S9Pd/KbfJfTmj9Xt+Jc8px+X08KWjjGVzjE2OYkjn8Lf2L5kVwl24HU6mB47v+SxkXNHabPHsHa9GXbdiq+pgx3Tz3NmpHKgOD4U49+f7eWZngmdo7FKqn2angEOFX/O3D80775aYcmpCGeffIAp/1ZSV/0iQ+OTnD/0YMl9E9NTZEZPE9x85ex60+0tzWQDHUR6Xlyyf3zkHM7QpiUTxfw+H3gbmRqdW6M6Ol6oKQTCpTO1hJsLNY2p4nDX9NQkdm+4Yhu+JxACDMPFgOTxVf9W7nAVahEOux3s1TuSPW4Pm4Ju9nfU8Ru/rwlclZvNNjSbDZc3hCsbZ3I6TXRiFJtQcv4M/jY8TjvpyOCCi3oincMxcpRAIADNu0EE6TrIJscUY4M95Mqk/jg/Ps2DLw4wFE3x2PERXugt3x+nVk61QPFLxpjtwF5jzDZjzPbibVtxu6pBJjpMz8Ofoef+PyN5dmm67flOP/comUyWva99N68/eDXZTdcwcuo5comlH4jeU0cQk6dt+4HZbSJCoHMvqcgQmURsrgy5PLn4KJ4yTUmuhk7SE3Od01OThQ9/oEx+Isvlwe7ykowV+hwyUxM4veGKf5s/WHg8Mlz4dukNVN4fwOEu9EuI01NTR7I43Gxr9hFwrvLCP5cZd6ARVy7O5HSGeGQMj9OOrdT/3/Jgefw4khMkM3PjX4YiCcLJXjybdhcWagJovoKgz00gdoqxEn0axhh+fHKUrlwfv7bpJLs9MX56akz7NFZBtU/TXxV/Ls3XoGqSz2Z4+TtfoKd/hGMxN8ce+xqp0TOl983lmTx7GGfrTlrbOhARth54DelsjoETJZqSBs5gWU6a2rsXbG/q3EHewEjvydltY5E4zmwcf0PpGoK3sR2TipOYKgSX6cgobsuOzVs+NbbNEyYzNU4yk8OWiuGucuH3+cPYBFLjhXUofBUWIZpheYqBotbJbTMpNvLZ2vZXF8UdCOPOxYkkMiSiY3gtB5RZ5tXyt+DJRogk5ibojQ73YeWTBDbNawa13HibtxBK9jEUXRooxqbSZAaO8OrED7AGnuW1Uw9jjw/W1KeRzOQ0QeEyVAsUGRH5R6BLRD6z+LYaBbwUmWSEsafuY/yJf8HEliZHm+/siz9mOjJKy40/y763/ToR46Xnqf8oue/A+ZNIKkbLjrmV4LZ0dpHxtDB29siS/TPj53A0dC0ZldTW0Y2xORjvPz27bXJ0AIBg09J2ZAB/Q2H+w8RocaGg2CgObwjs5dcccPobyE5PMhGbwpFP4qmQ4A9AXAHclh1fZgzLbsPuqqFzulijqHkCnVVsVgsuXQxJrRybO0RAkgxOTpObnsTt9S0c8TSPO9iMOxMhmpwLFMnRHlyWDVfz1gX7elq3EcqNMzyxtAZ9fGCCrZNP0LhpK9zyOwT8fvZPP8mxgfJ9eMYYHjs+wt8+eop//OlZxqfSZfdV5VULFO8AHgYSzPVTzL9ddkwuw9GHPsvRl57jyNGjnPru5yBV+huNyecZPvYEEupiz74DbG4J4ey+icmhHpLz5iDMGOw5ht1mo2PHlbPbbDbB134FqbFz5NNzY9ETiQQyNYxn0QcNwOm0sAU2kZyYy9YaHR/CbhMCDaUnxIWKfQ6x8SFyeUNuagJnhRTgAG5/A5KKMjpa6M/wBasszOP04bQsXNkYTstR9sIyX0O4AYdN6AzXWKNwuODAz8LeO2rbX10cVwCPJQyOjOLKxnAHyo9284SbsfIJorG5z0kmOoTT5QF3eMG+Et6Cz2knMXpuyXGi54/RZE/h2vUGcAeR7lfTZRsnOtxTdkLfyeE4z/RMsLstQDaX58EXB7RmcREqBgpjzKgx5l7gDmPMlxbfVqmMqyefg6nKE37OHP4hkbEhPNe+B7nuFxgej9D//HdL7jvQdwYzPUbr7htmF9zZfuXNZPMwcPLwkv0Tw6dxNrQvGTnU2LmDXD7PSP9ck9Xo4HkEQ7B1y+LDAOBu2EQmOjSbrXV6chiPy4F4S1/8/aEmbHY705PDTEyncWUjVRfa8QSbsJkco/1nEMAfrDIQTgSrOCTW4fbX1OcQCoY4uLWBFv8FrKbWvLP0wjtq5bhDuCw7zlwcVy6ON1T+f+/0FoJ9Il7ozzLGkI+PYA+0Lj0H/G14LBvpyMCCzu9sLg/DR/AGQtCwrbCx7UpCfi+NsVfonViakcAYw5Onx7gyeYjbY1/jP7meZzQ6xakqo6qgkORQR1TNqbXHLyEi3xORlwBE5CoR+S91LNeaGHryPnp+8PnCusEl5HI5ho/9FGno5rprrudVB/aQbNrP0ImnMZmlC7kMnnoJu81G165rZre1NobJBTuJnH95wb6JZAqJDeBp2bbkOJu6doAIY/PmOUwW15tubCvdxBJo6oBMkkikkOY5HR3G6W8qm59IbHYc/maSkSEmonGsXAJfqPJCO75wYZRLbOgMLocNRw1rQjs8hXZsU8MiRABYnkKQ1Q/tpcUVwO2w4crGcWVjlZsdXQGcDhuZ6UJz0nQqizM5Xnp1Q8uD5QvjTCzMTjsSS+BP9OJuv2Iu6aTDhb99Nw3JcwxGln7+RuIpnH1PclX+FWzeBjqnj7Fv+umqI6Ve7I3wvx89yT/86Ax9k6UXaLrc1BooPkdh/YkMgDHmBeD99SrUWjnl3kf/8Ahjxx4r+XjvmaOYZJSOfbcgIthsQse+W0gmU4yeXTocNTF8CquhE+e8iWIiQrBjD8nJIdLTc22rwwM92EyO0KbuJcfxeL2Iv4XE6NxY9Pj4IE6XC1eZi3OopTDPYXyoj1gqiyM5jrvMsqMzXMEWMvGx2Ul0/iorsgXDzQgQTPbjdjrAWX3IaKihcEFpaaxxGo4nXPjZfnVt+6vV4Qricdrxp0cIOgWZ+T+V3DeAZbeRLZ7v0Vik0KcVLt0M6gq3482MLehPmBjuxZ7PENi0cFEsR8tOwrYkE6P9iw/Dmf5ROmOHCW/ZD9f8ArL5RvbkTzE6PEAiXXqk1GAkyfeODdEadGPZhW89319238tJrYHCa4xZPK5zww0rOXjgANP+bgZe/inklv55g6dexO6w6Nx51ey2bdt2kHX4GD6zsLM5PjWFxAbwte1YfBiaOrdjgJG+uc7mieE+BGhqK92U5Ap3zI5FN8aQnBzCGSxRdS9qaOnEJhAd7Wc0msCdjeJrLP3BnOENteBIRRge7MPlsGH5Kzc9ObwNeJz2Qp+DL1QyvfiScjU0ceO2RlqaagwUrgC85mOwWbPaX1IsNyG/n+vCcXa0+Jb0NSxQDBQzQ7yni0Oq3WX6wDwN7bgzESan5mr2yZGz2AX8rd0Ld27oxu9ykBo+s6SpKNLzPCHL4Nr5+sLnZOstNPjdtEVf4OzYVMnXfvLMGFsSR3lX7mHe5X2edGqa585NVHwrjDGcHI5xfCi2Yfs/ag0UoyKyg7mkgO+lkMpjQ3E6bDTtvolYLEak/8SCx7K5PKnhk/jadixYbtNlOXC27WZ66CRmXnAZ6T+DYGjoWLraW2tHN9jsTAzM9TnExwZwezxYZWoIgaZ2SE8RjUSIp7LYEuN4y0yGA7A7C1X46YkBJkaHEZMnWCVQBBvbEAzpkdN4nHbwVGlKsjtm03B4q/VPzLC82EXAUX0Z0bnnXMC+atWIO0i3FcXrLD80FgCbHZvLRz5ZGHqdik8C4CkznNodaEQws3N0ANKRIRyeALL4ddwh3L4Q1vQg0/O++WdzeWwjL+MKt0GgeN47ffi79tOWOkPf2NJ+ilgyQ/zMM9yQOYRlE0KRV3hN6ke80DtZdgKgMYaHXhrkm88P8B8vDPDA8/0bMljUGih+B/h7YI+I9AEfBX6zXoWaT0RsIvJJEflrEflAvV9vx+795GwWQ6eeX7B9cGgQKx0h3Ll7yXPCnbvIplOz6SwAxgfPYbcJTZuW5r9xOp04gu1MjRRGduTzhtTkAO7wprI1hHAxg+vYcB/D45M4c1MEm0sPdZ3hDrWRjg4THR/E7bAVaiAVhJoLH6iG5LnCokE1jErq7upkS6OX1tbKQWhW007wNkLb/tr2V5cu17zZ75UCBWB3B5DMNOlsnsx0BAHc/nDJfR2+Riy7kIrPDSzJxoYLnd+LieBs7MSfGlnQVDU6GcGXHMbTsW/h7q37aLByxAZPLj4SpwfG2DL5FA2dO+H6X4Vdb2WrjOCdPM758dLp+08Mxzk2EOXV7YbXb/dzZnSKF/uqzxZPZ/NMp9dPo0ytSQFPG2PeArQAe4A3AK+p9jwR+YKIDM90gs/bfpuIvCIiJ0Xk7iqHuRPopNA/0ltl32ULeD3YmnYQHTixoAN1qPcUNoGWzUsDxabieg3D5+dOvvhoP+5AGFuZuQL+pk6y0SFSmSyjsSSu1Bi+MnMcABpau7ALTI70Mj4yiADhCvsDeBs34UyNMzLYi8/lAG/lpiTL31xocsolCITLrzw3n8cXpDPswV6t9jHD1ww3/QYESs8QV+vITBoTp6/ifBsAh8uDI58ikc6RmZrEYVlIuQENnjBOh41svJBoMpfLI9NjWMHSfWaeps24sxEi0blMBBP9pwBDqHPXwp0btuHzemD81JK1L8ZPP0vAnsG/962FZtSOawm1tLM1fphTwzEWM8bwzOkhbog8zA3D/8a1vf/MflsPT50Zr1irODUS53M/Os3f//A03z82tC5GV1VLChgUkT8Ukb8RkbcC08AHgJPA+2o4/hcpLKE6/5h2Cqvj3Q7sA+4SkX0ickBEvrXo1gpcATxujPl94Lcu9A+8GOGOHWSmI8TmLfUZGerB63GX/FYeamjE5gnOLuSTSOfIxQbxNpZf/jLc1oUtn2ZoaIjB0VHs+TQNLeUnidndfly+IPGxfqKjA3hddhyByp3NoeYOxORpSPQUEvBVqyFYHrZ3tNIectPUWjkIzb1IscYU0glulx13sUbhqp7+3e7y4cgnC1mJk5FCbaTc8GhnAMthzaakn4qNY8tnsMqsnuhr7MAuEJ8YnN2WHu1B7A78zYtq9HYHnuatBJP9jMxbyzufNzD4Eu7GDggWBoIggn3LTbTZY4zNayaeMRJL4ev5Hjtd48jONyGhzRxMPg7RXs6U6QOJJDJ8+8UBGrxODnSGeP58hOfOT5Z51+bk82ZNF3WqNt31y8AE8Djw6xRSjTsppBk/XO3gxpjHRKR70eYbgZPGmNMAInIvcKcx5lMUJvgtICK9wEydsuw7JSIfBj4MsGVL6Q7hWrVs3kXkeRg+f4JAQyvJTI5cZABvS2fZDltv8xYiQ4VkZn1jk3gyEUItN5d9jeZNXZwTGBk8z1TG4LPb8JXIvrngNRrbGRkcIpq0sc3jrtyBCISaOgrJ2tIjhFuuqrjvjHAoRNiRKXzzr0XXQWjYCr7KQUttQDM1Clv1OS4Olw8rlySVzZNLTuGsNCvfZsPuDZErDqdNFFPYl5vUJ75mXJadichcloTsxHkItCMlajretu14j73I+MQEmxsL823GRgdxJ4dx7/tPC3du2UPQ58U1eoRo8iBB99zxenpO0zp1goZr3w5bboaOawlPfZY95x7nWP9OdrQsDaBPnB6jJXaUO1x9uKc95D17efyUjf0dQVyO0kPXByNJvvVCP7Fklp2tfm67chNWHbMjl1Lt1bYbY37FGPP3FNbLPgi8o5YgUUEnMD/ncG9xWzn/DrxNRP4aKD1uFTDGfNYYc9AYc7ClZXkXreaWDsTyEBkojErqG4/jTY+WndwGEG7rxp6OMTQ6yshAL3YxNJYZwQRgBdrwuSwiI31ERvsJuB2Ir3IfQrC5E29mHF9mDG9DW9VRRjZ/M3vbg+xo8RFq6qi476yZGkK4xmArAv7yo6/UBjbTR1FDM6LD7cWRT5HKZDCZJLYqEyJtrgCSKYwiSsYLAcPtL5MR2B3CcrrIx4prsBhDfmoER7B0uTwt27DswtTwXC1hsq8weKVx896FOztc+DquoCHRQ/+iSX2Jkz/G6/Ph2v6q2X1t219Phz3KRO+xJR3giXSOyPHHuTH9JB63F8kmedXUd3HF+3ipr3QakkQ6xwPP9yEiXLe1gVMjcR59ZaTkvvVUNdfTzB1jTA44Y4xZ2lh3YUpdUco20hljpo0xHzLG/K4x5p5lvnZNxGbD3byVxOg5jDEMD/bhIEd409J0GTNaurYhwFDvGSaHz+N3W9jLnKgAOJx4Q80kJgaQ+DDeYEPV0T1NbV14HNCYHqCptYYLv90i6LZoDbjBX2Pw3PlmuO6XtClJVdfQDXt/Bra/sequhZxdhlQygWQSiLPyuW73BLCyCZLZHMlizcJXLumkCOJrgulC53c6PkE2nSqMeCq1e6Adl8tNZuzs7LbE8GnyzgCBxqVf1vyde3HlE0wOza3XkpyO45g4ibPz6oWf27b9hMKNNE8+T/+iyXone87ROfEETVv3w7W/BNf/Cv5wM9dN/4hjfaUzQjx9dhz3xHF+1vZ9Xh9/iNeEx3ipL8JgpPTSsvVSLVBcLSLR4i0GXDVzX0QqL71WXi8wv+GwC1g6W2aNhTZtw5acYGRsnMhwD36XAytU/uLsDnfgdVsM9Z4iPTmAPxCoumZBsKULX2YUb2aMhtalo6MWcwTbOdAZ4totYaxAjaOMOq8rpHFurDErvN2CUPm+FaVmicCmK+fShFcwk5Ymk5yGbAKbVblG4fAEsHLTJDP5wsRUmx2Pu/xzHP5W7IkxMrk8U+OFy4m3oUxTrs2OPdyFRIpjY4zBTPRAeAtSopZub96J12WRGnxldttEz4uIyRPYcs2SYwe3HySc6qd/cHDBQ1PHf4jH6SB49c8UWgMsN1xxO+2uNM7+p5ekVk9mcgwd/QmvSv6IoCMP2STXRL7P5sTLHOoZL/te1EO1XE92Y0yweAsYYxzz7l/syjBPA7tEZJuIOCnM8H7gIo9VN5u27ESAnjPHSU8M4PP5K88rsFt4GzuQaD++zBihls1Vm2Oa2rvZ7s+xJ5jGV0vTkLcRh82Gw2ar/WK+61a45SOX90I7as05XW4EyCTiSD6LzVk5yaPlDmA3GRKJabKJODgDJS/iMxzBFpy5aeLxOKliX4W7TI0CwN64FSs5RnI6DvFhMsk49qal6XMKhfHgaNgCoydmRyhNnztMwgrT1L60idbZeTU+p53p84dnt6ViYzD0MlbXdQs/i+EtNGy9kvbYi5waWFirOHv2FJ2jP6Fl25Vw8INw8IM4Wq/ghuxzDJ4/STy1esNr69ojIiJfodARfoWI9IrIh4wxWeAjFLLSHgXuM8YszaG9xjwNnXg9Ls6fOY4nNUK4tavqhb+tazvh7DDtjijB5upNNxLezJZGLx0hDwRqGGVksxcu/O1X1x4oRKDWtRyUqhNxOLHbhFRxyKutwpK5wGzyyNRUFJOKYaqMrHKHCk1G0xNDZKKDpBwB/N7yHebu5m7AEBs6S3LkFJmcwdW6NIvCDFfHXpypcSbHhiAxSWb8HOnmfYXUNYt5wjiat2EfepFstnAxHzv6GHmgYc9rl5Zlx2sJWXnip+clv8jnmX7hm1huP8Fr3ln47NvssOcdNDc1sXP0B5zoXxhYook0D3//ewyXyHu1XHUNFMaYu4wx7cYYyxjTZYz5fHH7g8aY3caYHcaYT9azDBfN7qBxUzfB1ADNEiFUQ9NQoGUrBzeH2LfJjwRruPD72wrfLuwWhMv3fyzQdT3sebt2Hqv1xe7CbpPZIa/V1j+3vIUJfJlEFFLx8nMuirzF2kMyOkwuNsK01YjXVXoUEYCvZTNGbCRGzzA9dJKEFaYhXD67QLCrMEE0cv4IZugI8VQWq738pFFf9/VYmRhj545CKk7y/GHGA7tpby3RVxhsx9W6E+fAIZKJQof5dM/TpCcHcOy5FZn/XllufFe/k0Z7gshLjyw4zPnnvkvwzLfxREsvjLYcul5kBZ1bd3J9Y4p9bV6klm/8wQ7sNkGQ2i78Nnuh4/jGXwdH9fWglVq37IUaRa6YxsNRpTPbXaxRZBIxSMexVWk69YaayIudbGQQMzVGxtNUcQhpyOch5mwlO3qG9GgPEXcnjf7yn8HGxmaS7hbS/UdInn+ecUcrLS3lm7aauw+QtvuYOvU4nH+C6HQKum7Cbiv9BS+w703Yc0lGX34MUnEiL3+fiLuDzbuvXbpzeAue7TfjGj5MpLfQb2LGz5A6+UNo20+ga+/S5yxTjcuGXZ4ktJkGb/Hkaajhwu9thB1vKnRS1boeQpXUB0ptCA4nNhHyxUW+7FblyZ+Wx18YHjk9gcmksLkrBwrL4SDrasQ2dpx0NoeUmcU9u7/dRjbQRT76Ikm7MOXtIuAqfzm02YRMywEyI48xlXczGLiJa4Llg53X7SLedpDU6E9Jywg91g462ss3R7d1bOP54C6aT/8Esj1MxKYY67iVJn/p92nT1bdy/uRLTDz3DUKe9xJ59utMEqD9mp+pS2uD1igqCW8pDBPdfEMhTUEtttykKbGVWszuxCZAujBj2WFVrkGL5UHsdpgeJpfPVw0UAHibyCdjZLJ5bP7Kc5IATOMOktkc8bwTW/OO2cXFyrE2X8dJzwHOB68n6t9R9iI+W5zuG3nZfR2Doas52/AqNjeU//Joswm23W/jXL6ZTCbNM77X09W5pWyZAj4v09tvZ2JiAvPCvzIUS3F6023sbK8xOecF0hpFJQ4nXPfLa10Kpda/YtOTM11og7eq1CgQwVg+bLEhcgZcNQQK8TeTnjpJJpfHEaieWcDdtIVnp34Gm8tPo6/6gI+WoIfDgRvozdtoDbnKNiPN2Nzk5bD/aiIpC6crT2ug8t+8bVMT3xq+nUw4yGgiyptbK3fgd2/byU8id7Kp3cajOS/bO1rrNmNbaxRKqfoTAbsTK1cYkWO5qmcmzls+TKLQ+e3w1hAogp2kszkm7M343dWP3+h3MmZvYSTrIeytnoakrdjUlM7mCyMVq+hq8GK3CZFEhh0tPmxVAsvWJh8uy8bRgShNfiftocr9ODtb/aTdzdx7voFp4+Lqrvo1Y2ugUEqtCnFY2ExhuGjVGgVgnH7SucKa7/YaahT2pm6Ohl7Hsaa34Ksw4mlGk2+u+Wu2L7LK/k5H4ZK5o7V6U7TbsvOqHU20Bl3cuK16k5DTYeMte9vYFHLz5r1tVZvC3JadV+9qRgSu2RymtUKfyXJp05NSalXY5s3gtpzVAwVOH5mcIS92HDUMDvG7LUb8VwAU0upX0TgvULTVcJG12YT3HdzMxHSa9hpqFAAHuxs52F17v8HutgC722qfHHvdlgau6gzhqHOSQA0USqlVYbMVLjd5mwOrTKbU+YzlI5c3ZO1uLEf1C6F/XnCoJVD4XQ7aQ27SuTwNNTQ9AbQEXLRU6WtYbfUOEqCBQim1SqRYoxCbVbVZBZhd9MuI1HQxnB8o/DUEChHhPdd3zd5X5WmgUEqtipmmp7yttsuOFNN2GGxYVTqCAfzueTUKZ/UaC7Dq6zqsV/ouKaVWhb0YKIzUdhGfWTkvYYVrqlF4rLnjrkZzzOVE302l1KqwOQr9AHmp8bLjbWHYv4ee8M047NVrFDPNR84a+jPUhdGmJ6XUqrA7LqxGYbdcnG58HQDOGmsIv/rq7rJLiqqLp4FCKbUqHPbCcNR8jQ0Z82sRjhr6KADCNcyHUBdO62hKqVVhn/2mX9tlx5q3UFG1dBmqvjRQKKVWhf0C+yjm1yh0+Ora0kChlFoVjmIfBTX2UVg1dGCr1aGBQim1KiyrUKNob6gtZb+9whrZanVpZ7ZSalVYdjvXb23A2tRQ0/61dmCr+tNAoZRaHSKFYa42nTW93uh/Qim1OmY6sWvso6hlkp1aHRoolFKrYzZQXPjwWLW29D+hlFodMwGixqYnrVFcOjRQKKVWSfHCX2ONQifZXTo0UCilVketyQCLtDP70qH/CaXU6pgJFMbUtPtMjaLZr/mb1poOj1VKrY7ZGkVtgQLgF27aQtBT2zKlqn40UCilVscFNj0BtAbddSiIulDa9KSUWh0zif1qbHpSlw4NFEqp1TGbAVYDxXqjgUIptTousDNbXTo0UCilVonOi1ivLvnObBHZAvwNMAocN8Z8eo2LpJS6GLN9FPm1LYe6YHWtUYjIF0RkWEReWrT9NhF5RUROisjdVQ6zG/gPY8wHgX11K6xSSqmS6t309EXgtvkbRMQO3APcTuHCf5eI7BORAyLyrUW3VuA54P0i8n3gB3Uur1JKqUXq2vRkjHlMRLoXbb4ROGmMOQ0gIvcCdxpjPgW8Y/ExROTjwJ8Uj/U14B9LvZaIfBj4MMCWLVtW7o9QSq2MmU5sXf963VmLzuxO4Py833uL28p5CPg9Efk74Gy5nYwxnzXGHDTGHGxpaVmRgiqllFqbzuxSXyfKjpczxrwEvLd+xVFKrY6Zj7nWKNabtahR9AKb5/3eBfSvQTmUUkrVYC0CxdPALhHZJiJO4P3AA2tQDqWUUjWo9/DYrwCPA1eISK+IfMgYkwU+AjwMHAXuM8YcqWc5lFKXEO3MXnfqPerprjLbHwQerOdrK6UuMZq6Y93SFB5KKaUq0kChlFolOuppvdJAoZRSqiINFEoppSrSQKGUWh2zLU/a9LTeaKBQSilVkQYKpdQq0xrFeqOBQim1SnQexXqlgUIppVRFGiiUUkpVpIFCKbU6dOGidUsDhVJKqYo0UCillKpIA4VSSqmKNFAopZSqSAOFUmp1aCf2uqWBQim1unQBo3VHA4VSSqmKNFAopZSqSAOFUkqpijRQKKWUqkgDhVJqleiop/VKA4VSSqmKNFAopVaZDo9dbzRQKKVWR+se8DZC1w1rXRJ1gRxrXQCl1GXC6YObfmOtS6EugtYolFJKVaSBQimlVEUaKJRSSlWkgUIppVRFGiiUUkpVpIFCKaVURRoolFJKVaSBQimlVEViNuBqUyIyAvRc5NObgdEVLM5K0XJdGC3XhdFyXZhLtVywvLJtNca0LN64IQPFcojIIWPMwbUux2Jarguj5bowWq4Lc6mWC+pTNm16UkopVZEGCqWUUhVpoFjqs2tdgDK0XBdGy3VhtFwX5lItF9ShbNpHoZRSqiKtUSillKpIA4VSSqmKNmygEBG3iDwlIs+LyBER+dPi9p8t/p4XkbJDyETkNhF5RUROisjd87Y3isgjInKi+LNhNcsmIptF5AcicrS47/8177H/JiJ9InK4eHv7apWruN9ZEXmx+NqH5m1f1nu2zPfrinnvx2ERiYrIR4uP1ev9+h8ickxEXhCRr4tIuMzz63KOLadca3R+1fp+rfb5Vcv7tRbn1/9TLNNhEfmOiHSUef7KnV/GmA15AwTwF+9bwJPAzcBe4ArgUeBgmefagVPAdsAJPA/sKz7234G7i/fvBv58lcvWDlxXvB8Ajs8r238DPr4W71nxOWeB5hLbl/WeLbdci/6vgxQmFdXz/boVcBS3/3mpv7ee59gyy7UW51fVcq3R+VVTudbg/ArO2+f3gL+r9/m1YWsUpiBe/NUq3owx5qgx5pUqT78ROGmMOW2MSQP3AncWH7sT+FLx/peAd65m2YwxA8aYZ4v3Y8BRoPNCy7DS5apiWe/ZCpbrzcApY8zFztqvtVzfMcZki9ufALpKPL1u59hyyrVG51ct71cla/Z+LbJa51d03m4+oNSIpBU9vzZsoAAQEbuIHAaGgUeMMU/W+NRO4Py833uZ+7C0GWMGoPChAlpXuWzzj9ENXEvhm8aMjxSrpV+40Cr4CpTLAN8RkWdE5MPzti/7PVuJ9wt4P/CVRdvq/X59EPh2iafW9RxbRrnmH6Ob1T+/KpVrLc+vqu8Xq3h+icgnReQ88AvAfy3x1BU9vzZ0oDDG5Iwx11D4JnCjiFxZ41Ol1OFWrGAsq2wAiIgf+Dfgo/O+YfwtsAO4BhgA/nKVy/VqY8x1wO3A74jI6y709etULkTECdwBfHXe5rq+XyLyx0AW+JdSRSp1uAt9/TqUa2afVT+/aijXmpxfNb5fq3p+GWP+2BizuVimj5QqUqnDXejrz9jQgWKGMWaSQjv2bTU+pRfYPO/3LqC/eH9IRNoBij+HV7lsiIhF4UP8L8aYf593rKHiiZUHPkeh+rlq5TLG9Bd/DgNfn/f6K/aeXUy5im4HnjXGDM07Vt3eLxH5APAO4BeMMaU+oKtyjl1Eudbk/KqlXGtxftVSrqJVPb/m+T/Ae0o8ZUXPrw0bKESkZWaUgoh4gLcAx2p8+tPALhHZVvym8H7ggeJjDwAfKN7/AHD/apZNRAT4PHDUGPM/Fz3WPu/XdwEvrWK5fCISmLlPoSNw5vWX9Z4t83854y4WNQvU6/0SkduA/wzcYYyZLvP0up1jyynXWpxfNZZr1c+vGv+PM1bz/No1b7c7KP1ZWNnzy1xkj/ylfgOuAp4DXij+g/5rcfu7KETbFDAEPFzc3gE8OO/5b6cw4uMU8MfztjcB3wNOFH82rmbZgNdQqEK+ABwu3t5efOzLwIvFxx4A2lexXNspjKx4Hjiyku/ZCvwvvcAYEFp03Hq9XycptA/P/H/+bjXPseWUa43Or1rKtRbnV63/x9U+v/6t+PsLwDeBznqfX5rCQymlVEUbtulJKaXUytBAoZRSqiINFEoppSrSQKGUUqoiDRRKKaUq0kChlFKqIg0USq0jIrJdRD4vIl9b67Koy4cGCqVWgIh0i0iimMCtbkwhG+iHFr22RwprE6RFpLmer68uT461LoBSG8gpU0jgtmwicgD41KLNHzSFPEcLGGMSwDUicnYlXlupxTRQKFVCMZ/O5wA/8H3g3caYnRfw/G4Kaal/DLwK6KOwDkAb8FBx+80UUlL8I/CnFNI9/4Ix5iljzIsUktEptea06UmpRUTEDvwT8PvGmIOAh0J+oQu1C7jHGLMfmGQuy+dO4K8o5PLZA/w8hRxLHwf+qErZmkTk74BrReQPL6JMSl0wrVEotdQ7gZdNcaU3Cqu8TV7Ecc4YYw4X7z8DdFOoSZwp1hgQkSPA94wxRkReLO5TljFmDPjNiyiLUhdNaxRKLXUthWyhM66m0ER0oVLz7ueY+2I2f3t+3u959MubugTpSanUUmMUmoQQkZuAXwb+UkS2Ar8ObKOwdvEvrl0RlVo9WqNQaqkvAweLTUHvphA4Thpjeigs6pMDfmMNy6fUqtL1KJSqQEQ2A18zxtxUHMn0p8BvG2OmFu3XDXzLGHNBa3mvpOLw2IPGmNG1KoPamLRGoVRlV1NYSQzgQWAc+EMRaVy0Xw4I1XvCXSkzE+4Ai0I/h1IrSmsUSimlKtIahVJKqYo0UCillKpIA4VSSqmKNFAopZSqSAOFUkqpijRQKKWUqkgDhVJKqYo0UCillKpIA4VSSqmK/n+RHJtMxW3MDwAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure()\n",
    "plt.semilogy(dyn.qz[0, :], R_hom[0, :], label='{}'.format(dyn.energy[0]), alpha=0.5)\n",
    "plt.semilogy(dyn.qz[1, :], R_hom[1, :], label='{}'.format(dyn.energy[1]), alpha=0.5)\n",
    "plt.ylabel('Reflectivity')\n",
    "plt.xlabel('$q_z$ [nm$^{-1}$]')\n",
    "plt.legend()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Due to the very thick static `substrate` in the `structure` and the very small step width in `qz` also the Darwin width of the substrate Bragg peak is nicely resolvable. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure()\n",
    "plt.semilogy(dyn.qz[0, :], R_hom[0, :], label='{}'.format(dyn.energy[0]), alpha=0.5)\n",
    "plt.semilogy(dyn.qz[1, :], R_hom[1, :], label='{}'.format(dyn.energy[1]), alpha=0.5)\n",
    "plt.ylabel('Reflectivity')\n",
    "plt.xlabel('$q_z$ [nm$^{-1}$]')\n",
    "plt.xlim(32.17, 32.195)\n",
    "plt.ylim(1e-3, 1)\n",
    "plt.legend()\n",
    "plt.title('Darwin Width')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Post-Processing\n",
    "\n",
    "All result can be convoluted with an arbitrary function handle, which e.g. mimics the instrumental resolution."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAYoAAAEMCAYAAADal/HVAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjQuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/Z1A+gAAAACXBIWXMAAAsTAAALEwEAmpwYAABhTUlEQVR4nO2dd5hU1dnAf2f69r7LFmAXduksCIiKXURBQSyxYBJ7TYwxxiSaaBKTGEs0X+y9EiN2saCoWACl997b9t7LtPP9cWeW2d1pW2Yb5/c88+zMmXPvfWf2zn3vW4+QUqJQKBQKhS90vS2AQqFQKPo2SlEoFAqFwi9KUSgUCoXCL0pRKBQKhcIvSlEoFAqFwi9KUSgUCoXCL4beFqA7EULMAeZERUXdOGLEiN4WR6FQKPoV69atK5NSJrUdFwOxjmLKlCly7dq1vS2GQqFQ9CuEEOuklFPajivXk0KhUCj8ohSFQqFQKPyiFIVCoVAo/NLng9lCiAjgGcAKfCelfLMz+7HZbOTl5dHU1NSt8in6PxaLhYyMDIxGY2+LolD0SXpFUQghXgFmAyVSynEe4zOBxwE98JKU8iHgYuA9KeUnQoi3gU4piry8PKKiosjMzEQI0fUPoRgQSCkpLy8nLy+PrKys3hZHoeiT9Jbr6TVgpueAEEIPPA3MAsYA84QQY4AM4IhrmqOzB2xqaiIhIUEpCUUrhBAkJCQoS1Oh8EOvKAop5VKgos3wVGCvlHK/lNIKLADmAnloygL8yCuEuEkIsVYIsba0tNTXnC7Lrhh4DNTzwumU7Cyq6W0xFAOAvhTMTueo5QCagkgHPgAuEUI8C3zia2Mp5QvA/cB6k8kUSjk7TWZmJuPHj2fixIlMmXI0VbmiooIZM2aQk5PDjBkzqKysbHnvwQcfJDs7m5EjR7J48eKW8XXr1jF+/Hiys7O5/fbbCbYepr6+noSEBKqrq1uNX3jhhbzzzjtd/ISKvsSz3+9j5n+WsTW/OvBkhcIPfUlReLutk1LKeinltVLKWwMFsqWUn0gpb4qJiQmRiF3n22+/ZePGjXgWBD700ENMnz6dPXv2MH36dB566CEAtm/fzoIFC9i2bRtffPEFv/jFL3A4NO/brbfeygsvvMCePXvYs2cPX3zxRVDHj4iI4JxzzuGjjz5qGauurmb58uXMnj27+z6ootdZfUAz2ktrm3tZEkV/py8pijxgsMfrDKCgIzsQQswRQrzQ9m65r7Nw4UKuvvpqAK6++uqWi/jChQu54oorMJvNZGVlkZ2dzerVqyksLKSmpoaTTjoJIQRXXXVVqwu/m/r6eq677jqOP/54jjvuOBYuXAjAvHnzWLBgQcu8Dz/8kJkzZxIeHh7yz6roOexOJwAG/cB0rSl6jr6UHrsGyBFCZAH5wBXAlaE40P2fbGN7Qff6bsekRfOXOWP9zhFCcM455yCE4Oabb+amm24CoLi4mNTUVABSU1MpKSkBID8/nxNPPLFl+4yMDPLz8zEajWRkZLQbb8sDDzzAWWedxSuvvEJVVRVTp07l7LPPZubMmdxwww2Ul5eTkJDAggUL+NWvftXl70DRt3A4NXekXqcUhaJr9IpFIYR4C1gBjBRC5AkhrpdS2oHbgMXADuAdKeW2juy3r7uefvjhB9avX8/nn3/O008/zdKlS/3O9xZ3EEL4HG/Ll19+yUMPPcTEiRM544wzaGpq4vDhw5hMJi644ALee+89ysrK2LhxI+ecc07nP5iiT+JWFAZdX3IcKPojvWJRSCnn+RhfBCzq7H7d3WOzs7P9zgt05x8q0tLSAEhOTuaiiy5i9erVnHbaaaSkpFBYWEhqaiqFhYUkJycDmqVw5MjR+H5eXh5paWlkZGSQl5fXbrwtUkref/99Ro4c2e69efPm8Y9//AMpJXPnzlXFZgMQe4tF0cuCKPo9A+oU6ssWRX19PbW1tS3Pv/zyS8aN02oNL7jgAl5//XUAXn/9debOndsyvmDBApqbmzlw4AB79uxh6tSppKamEhUVxcqVK5FS8sYbb7Rs48m5557Lk08+2WKBbNiwoeW9M888kz179vD0008zb55Xva3o57gtCt0ATf9V9BwDSlH05WB2cXExp5xyChMmTGDq1Kmcf/75zJyp1RzefffdfPXVV+Tk5PDVV19x9913AzB27Fguu+wyxowZw8yZM3n66afR6/UAPPvss9xwww1kZ2czfPhwZs2a1e6Y9913HzabjdzcXMaNG8d9993X8p5Op+OSSy6hvLyc0047rQe+AUVPY3cMvCUEFL3DMbMexY4dOxg9enQvSaTo6wzE8+Pc/1vKruJaPvjFNCYNiettcRT9ALUehUJxjOFOjx2IN4OKnmVAKYq+7HpSKHoad4zCqfSEoosMKEXRl4PZCkVP4856cipNoegiA0pRKBSKoziVRaHoJgaUolCuJ4XiKDaXhlAxCkVXGVCKQrmeFIqjqBiForsYUIqir6PajAfHX//6Vx599FG/czZu3MiiRR0v4j/jjDNomzo9ULE7XFlPKE2h6BpKUfQwqs1499BZRXEs4bYklEWh6CpKUfQB+mqbcYfDwV133cX48ePJzc3lySefBGDJkiUcd9xxjB8/nuuuu47mZm29g8zMTP7yl78wadIkxo8fz86dO3E6nWRmZlJVVdWy3+zsbIqLizl06BDTp08nNzeX6dOnc/jw4XafwdMCKCsrIzMzE6vVyp///GfefvttJk6cyNtvv+3zszY2NnLFFVeQm5vL5ZdfTmNjYyf+Q/0Tdx2FU8UoFF2kL7UZ7zLBNgXk87uhaEv3HnzQeJj1kN8p/a3N+AsvvMCBAwfYsGEDBoOBiooKmpqauOaaa1iyZAkjRozgqquu4tlnn+WOO+4AIDExkfXr1/PMM8/w6KOP8tJLLzF37lw+/PBDrr32WlatWkVmZiYpKSnMmTOHq666iquvvppXXnmF22+/3avCa4vJZOJvf/sba9eu5amnngLgj3/8o9fP+vzzzxMeHs7mzZvZvHkzkyZNCrj/gYJDBbMV3cSAsij6ejC7v7UZ//rrr7nlllswGLT7ifj4eHbt2kVWVhYjRowANAvI83NcfPHFAEyePJmDBw8CcPnll/P2228DsGDBAi6//HIAVqxYwZVXakuO/PznP2f58uV+vw9/+PqsS5cu5Wc/+xkAubm55ObmdvoY/Y2jdRS9LIii3zOgLIqgCXDnHyr6W5txKWU7BRTo7tRsNgOg1+ux2+0AnHTSSezdu5fS0lI++ugj7r33Xq/belN2BoMBp+tK19TU5PO4/j6rt/0eC8iWGIWyKBRdY0BZFH2Z/thm/JxzzuG5555rueBXVFQwatQoDh48yN69ewGYP38+p59+ut/PLoTgoosu4s4772T06NEkJCQAMG3atJZYyZtvvskpp5zSbtvMzEzWrVsHwHvvvdcyHhUV1fJ9+vusp512Gm++qS21vnXrVjZv3uxX1oGIUhOKrtLnFYUQYpgQ4mUhxHuBZ/dd+mOb8RtuuIEhQ4aQm5vLhAkT+N///ofFYuHVV1/l0ksvZfz48eh0Om655ZaAn//yyy/nv//9b4vbCeCJJ57g1VdfJTc3l/nz5/P444+32+6uu+7i2WefZdq0aZSVlbWMn3nmmWzfvr0lmO3rs956663U1dWRm5vLI488wtSpUwPKOtBQMQpFVwlpm3EhxCvAbKBESjnOY3wm8DigB16SUgb0BQkh3pNS/iSY46o244qOMhDPj8y7PwPgmZ9O4rzxqb0sjaI/4KvNeKhjFK8BTwFveAiiB54GZgB5wBohxMdoSuPBNttfJ6UsCbGMCsWARsUoFF0lpIpCSrlUCJHZZngqsFdKuR9ACLEAmCulfBDN+ugUQoibgJsAhgwZ0tndKBQDDlVwp+gqvRGjSAeOeLzOc415RQiRIIR4DjhOCHGPr3lSyheklFOklFOSkpK6T1qFop+jYhSKrtIb6bHechV9nslSynIgcLSUwAV33tI9FYqBfiFVridFV+kNiyIPGOzxOgMoCPVBLRYL5eXlA/6ioOgYUkrKy8uxWCy9LUq34nme2xzqnFd0jd6wKNYAOUKILCAfuAK4sjt2LKX8BPhkypQpN7Z9z12kVlpa2h2HUgwgLBZLq5YoAwGH01NRqNJsRdcIqaIQQrwFnAEkCiHygL9IKV8WQtwGLEbLdHpFSrmtm47n0/VkNBrJysrqjsMoFH0ea1MdLxgfY5Q4zM7i+4GhvS2Soh8T6qwnryW/UspFgOoRrVCECP33j3C2bj2lxHDalj/CjPMhLLa3xVL0U/p8ZXZH6OtNARWKHqG5FuOGl1nonMb11ruw2Kpg4/96WypFP2ZAKQq1ZrZCAez5Ep2tgTft09kqh1EUOQY2v93bUin6MQNKUSiLQqEAtn+MPTyZdVJrBb8n7jQo3Ai1Rb0rl6LfMqAUhUJxzCMlHFxOfcZpSNfPe0/MSdp7+77tRcEU/ZkBpSiU60lxzFOxHxrKqEue3DKUbxoOpijIW9OLgin6MwNKUSjXk+KY5/BKAKoSjyoKq1NAxmSlKBSdZkApCoXimCdvDZhjqIkc1jJkczgh43go3gbW+l4UTtFfGVCKQrmeFMc8Jdth0DhsHsXYNoeE1IkgHVCys9dEU/RfBpSiUK4nxTGNlFCyA5JHY7Uf1RQ2hxOSXYsyle7oJeEU/ZkBpSgUimOamnxoroHk0a36O9kcTojLBINFUyQKRQdRikKhGCi4lUDyWKwuRRFm1GuKQqeHpJGaa0qh6CBKUSgUAwW3EkgeRaPVAUBMmJFmtxsqeYyyKBSdYkApChXMVhzTlO2GyBQIi6PBpSgSIk002bTnJGRDbaHKfFJ0mAGlKFQwW3FMU3EQ4rRW+g1WOwDxEaYWpUG8q81+xYFeEE7RnxlQikKhOKapPNiiDBqsDox6QXSYkUa3ReFSIlQqRaHoGEpRKBQDAXuzlvUUlwloiiLMqCfcqKdJWRSKLtIvFIUQ4kIhxItCiIVCiHN6Wx6Fos9ReQiQrVxP4SYDYSY9DW6LIixOeyiLQtFBQq4ohBCvCCFKhBBb24zPFELsEkLsFULc7W8fUsqPpJQ3AtcAl4dQXIWif+K++HtYFOFmPWEmfUsGlPZ+ltY4UKHoAD1hUbwGzPQcEELogaeBWcAYYJ4QYowQYrwQ4tM2j2SPTe91badQKDxxu5M8YhThJj1hRj3NdicOpzz6vnI9KTpISNfMBpBSLhVCZLYZngrslVLuBxBCLADmSikfBGa33YcQQgAPAZ9LKdeHWGSFov9ReRCMERCRBLhcT0YD4SY9AE02BxFmA8QOgW0fgdOhFeEpFEHQWzGKdOCIx+s815gvfgWcDfxECHGLtwlCiJuEEGuFEGtLS0u7T1KFoj9QdQjihoIQADRaHYS5LArgaOZTTIbWHLCuuLckVfRDQm5R+EB4GZO+JkspnwCe8LdDKeULQohCYI7JZJrsb65CMeCoyYfoo/daNU12hiREYHErCnecIjpD+1udD9FpPS2lop/SWxZFHjDY43UGUNBLsigU/Z+aglYX/qoGKzFhBsJN2r3gUYvCpUxq8npaQkU/prcUxRogRwiRJYQwAVcAH3d1p6oyW3FMYrdCfWmLopBSUtNkJybMSLhZsyjqmrVK7Rarozq/NyRV9FN6Ij32LWAFMFIIkSeEuF5KaQduAxYDO4B3pJTbuuFYqteT4tijtlD761IUdc12HE5JbJiJaIsRgJpGmzYnLA6M4ZqrSqEIkp7IeprnY3wRsKibj/UJ8MmUKVNu7M79KhR9mhqX1zZKUxTVLqUQE2YkJsylKJpcFoUQmlVRrVxPiuDpF5XZwaIsCsUxSa1LUbgsiqoGTVFEhxmJDtPuBd3KA9DiFMqiUHSAAaUoVIxCcUzitiiiU7WXHhZFO9cTaCmyKkah6AC9lR4bEoQQc4A52dnZvS2Kop/w3ro8Xly6n5omG+eMSeF3M0cRae5nP4uaQi3uYIkFWrueLEY9JoOOmiYPRRGdodVR2K1gMPWCwIr+hrIoFMcs//5yF/e+u5pTnGu4MXYdX67ayLwXVras5dBvqHHVRLiK7SoarADERWjWREyYsbVFEZ0KSFV0pwiafnbr5B9lUSiC5Zudxaz89hNWRj5HbG0p1MI1FiMPF/+E+xdG8fClE3pbxOCpLYSo1JaXJTXNCAGJkWYAoi0Gaho9lF/kIO1vXTHEepYzKRTeURaF4pjDanfyzgfv84b5YaJjYuFn78PNy9CNnMU9hrdI2Pg0G49U9baYwVNT0Koqu7SumfhwE0a99vOODjO2DmZHpWh/a4t6UkpFP2ZAKQqFIhje/3Er9zY/howchO7azyH7bEjNhUtfxzb6In5rfJcvPvugt8UMDqdTsyiij1oUpbXNJEWZW17HhBmparQe3cZtfdQpRaEIDqUoFMcUUkqMyx4hVVRgufwViEw6+qZOh/HCp6gzpzC34P84UFLTe4IGS30pOO2tLIqSNooiMdJMeZ2HoohIAqGDWhWjUATHgFIUqo5CEYj1mzYxx/o5h4dchBh8fPsJ5kiYcT+jdYfZ+sVLPS9gR3HXQ3j0eSproyiSosyU1TXjdK9JodNrysJd0a1QBGBAKQoVo1AEovH7/0MISJ37V59zYiZfRp5hKKMOvI50OntOuM7gvti73ElSynaup6RIMzaHbB2niExRWU+KoBlQikKh8IetoYrjKr9gc8x0LAlDfE8UgsIx15MjD7JvzRc9J2BnaCm201xP1Y02rA4nSZEerieX0iiraz66XdQgFcxWBI1SFIpjhiPfvkYETdin3BBwbvb0a6mR4VjX/bcHJOsCNQWgM7SsbJdX2QhARlxYyxS30iit9VAUyqJQdIABpShUjELhD+P2d9kphzDhhOkB58bFRLPScgpZpd+AtaEHpOskNQWa20mn/ZTdiiI9NrxlitsNVdrWoqgv1ZZEVSgCMKAUhYpRKHxSncfg+q1sjp1OmCm4taLLhl1ImGykadtnIRauC9QWtCq2y6vUlFori8KlKEpq2igK6dSUhUIRgAGlKBQKX9Rv1OoirCMuCHqbIcfNoExGU71xYajE6jo1Ba1qKPIqG4kw6YkNN7aMRVsMhJv05Fc1Ht3OXZ2t4hSKIFCKQnFMYN38IducQxk1dmLQ20wYEsf3zglE5y/tmy4aKV2KIqNlKK+ykYy4cIQ4uiy9EIIh8eEt1gagWRSg4hSKoAhKUQghbhNCxIVaGIUiJDRVE1O+iaVMYnxG8G7JKIuR7ZEnEWavhrw1IRSwkzRVg62hVQ1FXmVDK7eTm4y4cI5UeFoU7jYeqpZCEZhgLYpBwBohxDtCiJnC83YlxAghRgshnhNCvCeEuLWnjqsYQBxYhg4HRYknYjYEF59wYx16OnZ0yD1fhUi4LtBmHQopJfmVjV4VxeD4MI5UNiClq+iuRVEoi0IRmKAUhZTyXiAHeBm4BtgjhPinEGK4v+2EEK8IIUqEEFvbjM8UQuwSQuwVQtwd4Ng7pJS3AJcBU4KRV6HwxLnvW+qlGcPQEzu87aiswWxxDsO6b2kIJOsibWooyuut1DbbGRwf3m7q4LhwGqwOKupdrTwMJgiLV/2eFEERdIxCarciRa6HHYgD3hNCPOJns9eAmZ4DQgg98DQwCxgDzBNCjBFCjBdCfNrmkeza5gJgObAk+I+mUGjY93zNSucYRmckdnjbUYOiWeUchbFoA9gaA2/Qk7RZAnV/aT0A2cmR7aYOcSmPQxWecYpUFcxWBEWwMYrbhRDrgEeAH4DxUspbgcnAJb62k1IuBSraDE8F9kop90sprcACYK6UcouUcnabR4lrPx9LKacBP/Uj401CiLVCiLWlpSrlT+GithhT9UFWOMcwNi26w5vnpESyyjkandMGeWtDIGAXqCkAREsG077SOgCGJ7VXFDkp2tie4tqjg6o6WxEkwS5clAhcLKU85DkopXQKIWZ38JjpwBGP13nACb4mCyHOAC4GzMAiX/OklC8IIQqBOSaTaXIHZVIMVAo3ArBdZPMHL3fagYi2GMmLzMVpFegO/QhZp3azgF2gJl+ryHYtZ7q/tA6zQUdarJcYRVw44SY9O4s8FUUqlOzoKWkV/ZhgXU9ZbZWEEGI+aDGEDh7TWyBc+pospfxOSnm7lPJmKeXT/nasCu4U7SjYgBNBc9K4loV8OkrqoEEc0GfB4R+7WbguUlPQKuNpX2k9WYkR6HXtf2I6nSAnJYpdRW0sirrivpn6q+hTBPvLGev5whVn6Oxdex7guf5iBlDQyX21QrXwULSjYAOHRAbpyUmB5/pgRHIkq23DkAUbtNqFvkJNYat1KPaX1jHcj9U0ypuikA6oLwullIoBgF9FIYS4RwhRC+QKIWpcj1qgBOhsueoaIEcIkSWEMAFXAB93cl8KhW+kROZvYL09k2FJEZ3eTWZiBBscWYimaqjY340CdgEpoeowxGiKotnu4HBFA8MTfX/OMWnRlNdbKXBXaLtbf6haCkUA/CoKKeWDUsoo4F9SymjXI0pKmSClvCfQzoUQbwErgJFCiDwhxPVSSjtwG7AY2AG8I6Xc1g2fRbmeFK2pLUTUF7PZOYxhXgK8wTIkPpzNTlcmeP66bhKuizRUgLUW4rIA2FNch1PCyEG+A/aThmg1s+sOVWoDLYpCBbQV/vEbzBZCjJJS7gTeFUJMavu+lHK9v+2llPN8jC/CT2C6swgh5gBzsrOzu3vXiv5IwUYAtjizuNTPnXYgBseHs0emY9eHYchfD7mXdZOAXaDygPY3XlMU2wu0ZVvH+MnsGpUaRZhRz7pDlcyZkHa0jUdtt3h+FQOYQFlPdwI3AY95eU8CZ3W7RF1ASvkJ8MmUKVNu7G1ZFH2Agg040bFdDiWrC4oiPTYMp9BTFDGSjAK/90Y9R+VB7W9cJgDbCqqJMOkZ6qXYzo1Rr2PC4JijFkVkMiCURaEIiF9FIaW8yfX3zJ4Rp2soi0LRioINFJkziTFFE2EONhO8PSaDjtRoC3sNOWQUfgoOG+iNgTcMJRUuiyJ2KADbC2sYnRqNzkvGkydThsbz7Pf7qG+2E2E2qrWzFUERbMHdJldg22/Ljt5GxSgULUgJBRvYrcsmI873XXawDI4PZ4N9GNgb+0btQdluLePJFI7DKdleUOPX7eTm+Kx4HE7pEadQRXeKwASbHnsB4ADeEUKsEULcJYTws+iwQtHLVOdBQxkbHJmkxli6vLv02DB+bMrUXuT3gQrt4q2QMg6AHYU11FsdTB4auMHz5KFx6HWCVQfKtYHoNGVRKAISbFPAQ1LKR6SUk4ErgVzgQEgl6wSqjkLRQsEGAH5oGEK6l0rljpIcbWFjfQwyPAHyejnzyd6sWRSDNEWx+oDWJef4zPiAm0aaDYxLj2HVfldnHWVRKIIg6FJVIUSmEOL3aL2ZRgG/D5lUnUS5nhQtFGxA6gxssWd4bWnRUVKizdgcYBs0yatFYXM4Ka5p6vJxgqJgAzjtkDoRgBX7y0mPDQv6c56YFc+mvCoarQ4tRba+VIu7KBQ+CDZGsQr4ANADl0opp0opvWVCKRR9g8KNNMWNoBlTt7iekqO0fVTH50LpLm3RIBeV9VbOf2IZJ/xzCX/6cMvRNR9Cxf7vAQGZp1DfbGfp7lLOHp0c9OYnDIvH5pBsOFypVrpTBEWwFsXVUspJrgK8PlKa2h7lelIALYHssmit80x3WRQABZFjAQn5R9NkH/tqF/tK6zl3bApvrjrMNztLunw8n0gJ2xdC+mQIj+eTTQU0252cn5sWeFsXUzLj0QlYeaBCFd0pgiJQC4+fuZ6eJ4S4s+2jB+TrEMr1pACg6hA0VnLYPBKgW2IUKdGaRbHfNEobcLmfGqx2Plifz8XHpfPUlZMYHB/Gi8tCcy9V32znzbdeh5JtvNowjT99uIWHv9jJhIwYjs8MfqXiaIuRMWnRrNpfftSiqFFFdwrfBLIo3FVKUV4ene+JoFCEElcge7chG5NeR2x412sekqI0iyK/yQQJOXBEW0P7252lNFgdXDlSYNz9GddMiGLl/gqOeC4Q1A3YHU5ue305p+x6gCJ9Gp+KM/hwQz4RZgOPXTaBjq5OfEJWAhuOVNEU4WoqWHW4W+VVDCwCFdw973r6tZTyB8/3hBAnh0wqhaIrFGwAvYmdjgwSIms6fBH1hsWoJ9pioLS2GbJOg01vga2RlfvLucy0gokfXQVOO9eYolkkfsN3u8by85Myu/5ZXCxYc4QTD7/AUEMJ/OxT3s86tSUW0pnPd0JWPC8vP8DmMsFUc8zRSm+FwgvBxiieDHJMoeh98tdDylhKGiQJkaZu221chInKBhuMngO2BtjzFYbdn/Gg7mnE4BPhqoXoIpN4wfw4a3Z0n/vJ5nDy1deLucHwOXLSNS2LJwkhOq0Ep2bFIwSsOlABcUOVolD4JVBTwJOAaUBSm5hENFoGVJ9CtfA4tiitbeaLbUWckp14tJeT06FZFBPmUX7ASmKkuduOFxtuorLBCpmnQOwQ5Gd3ck99BSVRY0i9cgGYoxCXvkrc86cz6fCrSHmmzwt5o9XBKz8cQK8TXDMtE4vR989p2a4ifmN9FntYPOYZ93fbZxmZEsWqAxX8Ki6zb1SbK/osgSwKE1oswkDr+EQN8JPQitZxVDD72KG2ycZFz/zAfR9tZe5Ty8l3r7FQugusdZAxhbLaZhIiuk9RxIUbqWpw9Xm64ClsGPnBOY7NZ7wC5ihtUuoEDqWdz6VyMXmFvlNOb1+wgX8t3sVDn+/kd+9t9nvcvO9fY6JuP/pZ/4Sw2G77PCcOS2DdoUocsUO1BACns9v2rRhYBFqP4nsp5f3AiVLK+z0e/5ZS7ukhGRWKdjz73T7yqxp5+JLxNNudPPXNXu2NPC3ILNMnU1ZvJbE7XU9uiwJg2Ol8PuNrrrX9gcyM1qmpzhNuJkI0U7XyDa/7+XFfGV9tL+YPM0dxx9k5fLKpgHWHKrzOtdlsnFI0nwJLNoYJ3dve/ISseBptDvJIAYcV6lSKrMI7wcYoXhJCxLpfCCHihBCLQyOSQuEfq93J22uOcM6YFC4/fgjn56by6eYCmmwO2PcNRKVSFzEUq93ZrTGKWLdF4WJvSR16nSAzsXXTwSHjTmGzczjJe9/xup931hwhJszIdWPgluwq4sP0vLL8oNe5h394m2GigKIJv4RuCMp7MjVLa/mxuT5WG6joc115FH2EYBVFopSyyv1CSlkJBF8K2kWEEBFCiHVCiNk9dUxF32X53lLK663ckn4QFv+Ja2I2UttkY+OBYtj3LWRPp7xeu6B3Z4wiLtxEXbMdq11z0RwsbyA9NgyzoXV8wajXsTz8LFIa9miuMA+abA6+3F7EUwnvYX5mEpbXZvCJ5c9s3rGDumZ76wNKSeSaJzjgHMSwU72uAdYlEiLN5CRH8k2ZqwajdGe3H0MxMAhWUTg9u8UKIYaiLVzkFyHEK0KIEiHE1jbjM4UQu4QQe4UQdwdx/D8A3m/PFMccy/aUcZPxC45bej2sfIbcFb/mf6YHMH73d2iuhvGXUV7fDEB8RHe6nrR6jOpGTQkVVTf6bA9yaNC5ONDBlvdajW88UsVPHR9zatnbMPlamPMEg2x5vKB7kOXb29Qy7F1CSv0uPo66jNjIrhcNeuOEYfF8lW9AmqOhZHtIjqHo/wSrKP4ELBdCzBdCzAeWAgHXzAZeA2Z6Dggh9MDTwCxgDDBPCDFGCDFeCPFpm0eyEOJsYDugmtEoAMjftY7f69+EUbPhj4Uw53FydYeYXPA/GHYmZJ3W4iKKC+9O15O2rypXnKKopsmnokhKHcIK5xjklne1thsutu/cyZ2G97Blz4LZ/weTr0Ze+hojRR5Jy+5ttQ+57FEKZQLlwy7qts/Qltz0WOqaHTTHjYBipSgU3gm2zfgXwCTgbbQ7+8lSyoAxCinlUqBtlG4qsFdKuV9KaUXrRjtXSrlFSjm7zaMEOBM4Ea29+Y1CiKA73ioGHhX1Vn5S/Rp2QyTMeQKMFph8DQ9lz+e3xnvhyrdBCGqaNEURHdZ9K9G591XTZMfplBRXNzMoxvudfnZyJAsd0xCVB1oC7AA52/4PvXBiPP+hlpiDYeQ5LIqdx+SKz45aIAeXIw6v4Dn7bMYMTuy2z9AW92JHJWHDoWRbK6WmULgJtnusQLMMJrnWpQ4XQkzt5DHTgSMer/NcY16RUv5JSnkH8D/gRSml1xw+IcRNQoi1Qoi1paWlnRRN0dfZt2szZ+vWUzrqZxCR0DKemj6U92vHUGvXTunaJs3fH2Xp/BKobYk0a7GIumY7FQ1WrA6nT4ticHw4ixwnYDeEw7rXtcGCDZxa/xU/JFzasta1m8Lj7mCtcwTOT34NeWvhs7toDBvE244zGJceunTv7ORI9DrBHjlY64irej4pvBDs3fkzwEmAO6JWi+Y+6gzeUjcC3sZIKV+TUn7q5/0XgPuB9SZT97kbFH0L3cY3cSKIPvWWVuM5yVrrsb0ldQDUuOII3ako3Otu1zfbKarW1p5wNwtsS3psGPWEcWDQLNj6PtSXY1t0D2UymkNjb203f8LQJG633oYDA7w0Hcp28/GQP+DQWxiREtVtn6EtFqOe7KRIVjUN1gYK1vvfQHFMEqyiOEFK+UugCVqynjp7Nc4DBnu8zgDUbYwiKFKLvmWTfgwxKa1X4h0cr6WougvvaprsWIy6dhlJXSHSpSjqmuyU12txiqQo7z+D5CgzRr3g+7ifgNMGz5yIMW8Fj9ovIzM9td38cenRFIlEXh//Opz9V7juCz6uH8PIQVGYDKH1to5Ji+aLikGgN8HhlSE9lqJ/EuwZaHMFoSWAECIJ6GwZ5xogRwiRJYQwAVcAH3dyX61QldkDnMpDpFkPsDf21HZvpcdpsYICt6JotBFt6b74BHgoimZ7S0A71kewXKcTpMaEsdmaCuf9C3QGtmdexQLHmV4thHCTgZzkKJaXhcMpv0FmHM/W/BrGh9Dt5GZ0ahSHaxzYUybAkVUhP56i/xGsongC+BBIFkI8ACwH/hloIyHEW8AKYKQQIk8Icb2U0g7cBiwGdgDvSCm3dUr69sdTCxcNYJy7PgegcvD0du9FW4xEmQ3kV2qKorbJ3q2BbDjqetIUhebaivVzjLRYi2bhTLkOfruDdxNuIdxk8BnXyM2IYXNeNVJK8iobqW60MTYt9IpiTKp2jOLYiVCwEWyNIT+mon8RbNbTm2hrZD8IFAIXSinfDWK7eVLKVCmlUUqZIaV82TW+SEo5Qko5XEr5QFc+QJvjKYuiH1PbZNPaePvAuu0z9jlTiU0f6fX99LgwD9eTjehujE+AVkhnNuio91AUMX4URXpseIviAsivbCQ9Nsxno8AJg2OpqLdypKKRLfnazU5PWBTuzKdNxlzNTXZgWciPqehfBFrhLt79AEqAt9Cyj4pdY30KZVH0XzYeqWLaQ99wwj+/5p21R9pPaKrBlL+Cr52TGJoQ0f59tMByiUvR1DTaiOpm1xNowfHaZjuVDVaiLAYMet8/oUExZkrrmnE6tVyNgurGFheZN44bEgvAhiOVbMmvxqATjBwUukC2m/gIbV3xrxtHgikSdi0K+TEV/YtAFsU6YK3rr/v5Wo/nfQplUfRPHE7Jne9sJNpiZOLgWP768TbK69pYFvu+Qee0scQxqV1vJTcJESbK67TYQU0IXE+guZ/qm+1UN9oCrpyXGGnG4ZRUuTKw3BaFL0amRBFu0rPhcBVb86sZkRLlt/14dzI2LYbNRU0w/CxNUTjsgTdSHDMEUhQ/l1IOA0ZLKbOklMNcjyzXeJ9CWRT9k293lrC/tJ67Z43ioUtyabA6+GB9futJuxfTqI9mq34UKVHeffzxESYqXNlItU32luBzdxJhMlDXpAWzY8P8J/65l08trW2mwWqnssHm16Iw6HXkZsSw7pBmUfSE28nN2LRo9pfW0Tz2Uqgrhl2f9dixFX2fQIricdffH0MtSHegLIr+yUcb80mMMDIrej8j6taSmxbBZ1sKj05wOmDPYraETyU1LhKdzruPPz7SRKPNQaPVQaPVToSp++/GI80GLZgdpEUBUFbX3BKr8GdRABw3JI4t+dVUNdg4PqvnvLtj06JxStgaMQ1ih8L3/8JmbeavH29jxr+/56Vl3bdin6L/EUhR2IQQrwIZQogn2j56QsCOoCyK/ofd4WT57mJeingGw+vnw/wLecb+F/bnFRztpnpkFTSUs0xMZpCPjCGAeFeqanl9Mw02B2EhUBRhJj1NNgd1QVgsnhaFO8ie4ceiAJg1blDL8zNGJnVR2uBxV39vL6qDcx+A4i3sfOZKPvxxK3qd4B+f7eDDDXk9Jo+ibxFIUcxGS2Nt5GicwvPRp1AWRf9jU14VV9o+ZGLNt3DGPTDncdJqt/KI4XnWH3S1CdvxKehNfNGc69PtBEc7xRZVNyElIVEUFqOOJpuTBquDcJN/ReFpURTX+K/kdpObEcuDF4/n+Z9P7tYW6YFIjbEQF25ka34NjJ5D+Ql/YGzlElaF/4bPx3/Pyel6Hv58FzaHWgXvWMTvmS6lLAMWCCF2SCk39ZBMimOIbXsO8EvDRzTnnIf59D+AENjqq5n5zZ/5dvVLkP072PYBctiZHNyuY7qfC61bUbjv3sNCEAi2GPU02R00WO2EB1BE0RYDJr2O0rpmGq0O4KiV4Y95U4cEnNPdCCEYlx7DhiOVAPyp7FyKSOLt7KWIZY/xYuQQzqq5iyU7ipk5rn1luWJgE2zBXaMQYol7XQkhRK4Q4t5AG/U0yvXU/0ja8Rphwor5nL+2dFM1n/IrVugmc8r+f8Onv4HaQurG/RybQ5IS7ftC606HLanRMqYCXcg7g8WguZ4arA7Czf73L4QgKcpMaW0zpXXNxIQZu7WlSHdzWk4Su4vr+HRzAV9sK+KMU0/HfOV8uPZzwqzlPG95ikWblPvpWCRYRfEi2voTNgAp5Wa01ht9CuV66jvYHU4Wbsxn1f5y35OkZGLFF+wInwJJHkV0Oh0LMv5IqUiADfNh2JkcSdTadvhz3US6CuxKXam1oUgttRh1NDQ7aLY7CTcGzqpKjDRRWttMSU0zyUFYE73JjDEpANz2vw0kRpq54VRXYuPQkxDn/5sJ7CJ+zzvK/XQMEqyiCJdSrm4zphKtFV6RUvKbdzbx6wUbufyFlSzcmO91Xv3+FaTKEgoHt1/hNi0tg1lN/8T+s4Vw5dsUu+oj/FkU7uByiSseECiG0BksRj21riB7RACLAiApyqIpitomkv3I3hfITIzg5tOHkRBh4uFLxrcO1udeRmXCcdwi32XzwZLeE1LRKwSrKMqEEMM52hTwJ2itPBSKdqzYX84nmwq4+fRhTBwcywOf7aDZ7mg3r2HdApqkETG6vaLITAin2mmhMH4qGMyUutxJyX6C2e4Lm9uiCFWMwk0wwfLkaLNLUTST1IPB6c5yz6zRrLtvBtNHp7R+Qwh0p/+eQaKSqvUf9I5wil4jWEXxS+B5YJQQIh+4A7jF7xaKY5bXfzxIfISJ35w9gl+fnUNJbTPf7WqzmJTDRvTeT/jaOZmhaSnt9pEeq1Vf57nqD9zrVMf4qV3Q6wThJn1LjCI0WU9H9xlMDCQ5ykx5vZWCqkaSA2Q89XVixs0kX6QwZN//elsURQ8TbFPA/VLKs4EkYBRwBnBKCOXqFCqY3fs0WO18u7OUO4YXYfnwWk7f+wg54Q0s2tLGAN3/PWZrBR87p7WsJeGJu4LZncFU3WhDJyAygDsp0mxosShCEsw2Hv3JBOPacltATkmfj1EERKdjQ8Iccpq2QJWXflyKAUugpoDRQoh7hBBPCSFmAA3A1cBe4LKeELAjqGB27/Pj3nJOluv4+Z7b4dCP6Na/zlv6P7Nz736k53rMW96lQRfJ/piTvGYCuVtx53tYFNFhRp9V2W4iLYaWzq6hdj0Fa1G4CSY1tq9Tmz0HgMaN7/eyJIqeJJBFMR8YCWwBbgS+BC5FazM+N8SyKfoha3Yd5BHjC8jksXD7BrhmEbGOcn7b/DQHSrVlSrHWw45PWGqcRnpirNf9WIx6kqLM5Fc1AJqi8NfS202URwC2T1gUHgFsf/GV/sKgrDFsdmbh2KIUxbFEIEUxTEp5jZTyebT1sqcAs6WUG0MumaJP8f66PM7417fc/f5mv+mRw/a8SoKoQXfBE2COgsHHU378XZyjX0fFmgXapJ2fga2ed22n+G2Sl+IKBEPwiiLCQ1FYQtHCo4MWhWc675AE711v+xMjU6L4zHEikeWbofJgu/drm2z84b3N3PjGWg6XN/S8gIqQELDXk/uJlNIBHJBS1oZWJEVfY1tBNXe9twkJLFhzhOe/3+d1nrW5mTPrP2dfzDRIn9QyHjf9N2x0Dmfshr9BbTGseh4Zl8m3jcP8tqlIiDC3rE3dGUURCteTuYOKIiHiaIfZQf08mA2aS/B7w8nai+0L273/14+38866IyzbU8oNb6zBrmouBgSBFMUEIUSN61EL5LqfCyFqekJAIcQZQohlQojnhBBn9MQxFa15YskeYsOMfPzLUzh7dAovLT9Ak619umvh2oUkiyoqR81rNW4yGXk65rcY7I3w7DTIX0vt5NtwSp1fv31ipPno+hKuGEUg3B1jjXqB0c+iQp3F4hFPCUYRGfQ6fjtjBL85ewT6APGV/oAQAnPyMPYbR8C2j1q9l1fZwAcb8rjhlCz+c/lEdhfXte4CrOi3+P0lSSn1Uspo1yNKSmnweB4daOdCiFeEECXu1h8e4zOFELuEEHuFEHcH2I0E6gALoPoH9DAV9Va+2VnClRPjiClYys0TTVQ12Ph2Z/uiK+Om+RTLWJImX9DuvbC0MfzZeCeEJ8DxN3I48ycAfmsLEiNNlNY1I6UM2qIId1kUoVrwxzPl1hzkMX41PYdfn50TEnl6g8FxYXzJiVCwvpX7yb2GyNUnDeGcUUlkxIXx3jr1kx0IdP8tV2teA2Z6Dggh9MDTwCxgDDBPCDFGCDFeCPFpm0cysExKOQv4A3B/iOVVtOHr7cUMdx7ijh3z4L8XM2XhmVxr+Y5v2iqK6nwGlSznfecZDElsfw8xNCGct+smYLt1JZz/KKX1mlczKcr34j8JkSasdie1rhXlglEUkSFWFJ7uplC4tvoDQ+LDWVA/WXvh4X76fncpdycsI+P5MegeHsLfkr7lx33l1DbZfOxJ0V8IqaKQUi4FKtoMTwX2umozrMACYK6UcouUcnabR4mU0u3krAR83n4KIW4SQqwVQqwtLS31NU3h4qvtxdz2v/V8vb3Y77y1ew7zivkxDAYjXPEWIut07uNFmncvaT1xw3/R4WRFzHleXSxD4sNxyqPprmWuIHVSpG+/fUKE9u8+UtGA3SmDsyhcF3JTCNxO0Fo5GPX935XUGQbHh3PQmYQ1ObfF/VTbZGNC/gJurntWi09lnsxZh5/gQr5n9YG2lwBFfyPUFoU30gHPap0815hXhBAXCyGeR0vVfcrXPCnlC2gWx3qTyf8Slcc6aw5WcPP8tXyxtYib5q9l3aFKr/OklIzd+yJplCJ+8gqMOg8un09N+FB+1/wMxeWuhn9OB6x/g3X6CYQlD/e6ryGuorrDFVomjLsoLtGPRZHoil/sL60HCC6Y7UpZdXrWbHQjnhaFEMeooojT/peFGbM091PhZo6s+IB79W9QljEDfvY+zFuAc/BJ3Gt8k3W7DvauwIou0xuKwtuvy+evWkr5gZTyZinl5VLK7/ztWBXcBceDi3aQEm3hx3vOIjHSzGNf7vI6L7+4jIscizk46FwYepI2aIqg+PRHGKwrpfELlydw92KoyePV5rPISorwuq+hCdr4IZeiKKu1EmHS+61FcK9Yd6CsA4rC5XqyO0OlKLq/0WB/w6301ydeAJZYePun5Cy7na0yE91PXgKdHnR6dLMeIk7Ukrbv7YD7lCFS7IruoTcURR4w2ON1BlDQHTtWLTwCs7eklvWHq7h5WhrJ9Xu47sRUftxXzpGK9jnv1avmEy0asE65qdX40ElnM98xg6F73oBDP8Kyx7BHpPKF/TiyErwriuQoMwadoNDVkqO0rjlgpXJ8ZGcUhXbHH6oLj2fB3bFKaqzmLjzUYIJLXgYJ+y1jucdyL/GxsUcnpk1kX+Rkptd8hNPRPksOwOZwcut/1zHyvi946ps9PSC9ojP0xlm/BsgRQmQJIUxo61p83AtyDCiOVGj9lOqb/Xd/X7ixgCm63Vy1ajY8dwo3rruQyWIXi7cVtZ4oJYN2vs4WZxaDx5/R6i2LUc9b0ddRYUiGV2dB/loOTPgtdgxe+zYB6HSC5Cgzxa6GfaW1TQGX+nTXIOzvgKJw3/E7QmRRHKvuJk+Meh2JkSbtf5lzNvxmC7cb/8qgtKHt5hZlX06qKKdk27de9/X6jwf5fGsR2UmRPPrlbtYcVPGMvkhIFYUQ4i1gBTBSCJEnhLheSmkHbkNbi3sH8I6Uclt3HO9YdT1tza/m3P8s5RdvrufS51Z4rXFombtzJ6+ZH0VniYELnkJvieI186Ps3L659cT935LQeJBPw+cSZm7vbklLTuaOsH/A5Gth9n/YmjQLgEExvoPTydEWSmq1tSLK6qwBLQqLUU+4Sd/S+qMjFkWoXE8KjeQoS8u6Hw6nZF9pHSMGRbWbFzF+NvXSjH3jO+3eczolr/5wkJOGJfDerSeRGGnipWX7Qy67ouOEOutpnpQyVUpplFJmSClfdo0vklKOkFIOl1I+0F3HOxZdT1JK/rxwKxFmA3+bO5bthTW8+sNBr3Prmu1cVvYUZmGDn74Lk34OP/8Aow4uLXgEh2cV7crnqCCGooxZXvc1PDmCVRVR2M/7N0y5lqJqzVLwV32cHGVuaQFeWtsc0KIAbR3smibNSgqu4M4VzFaKIqQMirFQ5FIUhdWN2J2SoV6syaGDkvjSOYXEw5+Do3Wa7PrDleRXNXLZ8RmEG/VcdFw6S3aUUN2g0mn7GgPK4XosWhQbjlSx/nAVt0/P4aqTMjk1J5HXfzzo9UK5fdMqZulWUzj2JkhwZSfFZbJ93F2cILZR8v0L2ljZHtizmPn26QxNifd63OykSKwOZ8t6EUXVjURZDK1aaLQlJdpCcW0TzXYH1Y22oLqput1PQrRu+OcLt0XhCGFw9Ml5x/H2TSeGbP/9gZToo25EdyabN7djbLiRb/QnY7HXwP7vWr33475yBokK5my4Bf6exK0lf8PsbGDF/rKQy6/oGANKUQwUi8LucPL0t3v57Tub2FtS53fuxxsLyDUc4cqNV8E/UnjQ+R8aaspYd7h9ymvU+udolCbiz/pVq/GYU27gR8cYEn/8m7bOwNJHkXoz8+0zyPDRtM99UWhRFDVNAXsZpUSbqWqwUVil3YkGoyjiXYoi2hK4xTgczXoy6kJ3as+ZkMYJwxJCtv/+QHKUhfL6ZmwOJ3kV2jkwxIuiEEKQnzCNehEB2z5s9d76/UX8N/zfGArXw4TLiTv8Jf8xP8+yPf4VhcMp2Zpf7dfFquheBpSiGCgWxWNf7eZfi3fx8aZ8rnxxJTU+KlullGzaupm3TH9HX18MuZeRXvgVr5ge49utbRaWqSkgp2gRn+qnExnXekW5zMQo7pW3IJ1OePFM2LyA/FHXUkZMS858W9Jj3QsLaXeTRdVNfuMTcLTN9vZCrU1YcK4nbU4w8QnQFArArPGDgpqv6ByDYixIqbkQD1c0oNeJljVE2pKeGMtS3VTY8SnYtd5dUkrGHXmLbMd+uORFmPs0Yvp9zBCr0e1b4nU/oCmJa15dzewnlzP7yeU+fxuK7mVAKYqBQHFNEy8u3c9PJmfwwa0nU1rXzEtLvQf4DpfXc1fjk5iEE675DC54EnHJi0zR7SJr+9OtJ698BoGT5UlXtNuPXicISx7GY4n3Q+xQmHwNKwbfCODTohgUY0EnjlZaB2NRuNdm2JKvWXxBuZ5cKbLBKooIs4Flvz+TBy/ODWq+onOkuP6XxTVNHK5oIC3WgsFHNXxarIX3m4+H5mrY9w0AhQVHuEl8QF7SaTDqfG3iib+kypzKnJq3vK6xDvDhhnyW7SnjiuMHs7+0jieXqJTanmBAKYq+6nqSUrJoSyFvrT7s8wfg5s2Vh3BIJ7/LKWJ82SJmDzfx1pojXts1H1z9GSfrt1F50t1HYw5jL2JL4vlcWP8ejYc3aGONlci1r/IlJxKV6r1yemRKFB9VDYcbl8CcxzlU7fB7l2jU60iJtpBX1Yjd4aS0ttnnXDfutRm2FbgtisAV9HGuoruO1C8Mjg8fEJ1a+zJu67C4pokjlQ1e3U5uBkVb+N4+DqcltsX95Fj6byJoouLkPx+daDBRmPMzpup2cmj7Wq/7+u/KQ4waFMWDF49ndm4aC1YfocHqPyVc0XUGlKLoq66nx77czS/eXM89H2zhl2+u91sMtnhLPv+LfZ6Ujy6Dj27hsZLryajbyoYjVa0nSsnQLY9TRCJJp9/c6q3KU/9CJVHID28GezOseAZhrePx5gsYlhjp9bjZKZEU1zS3NHA7UtlAaozvu0TQ3E/5lY2U1jXjlJASrKJwWRTBuJ7cwWyVxNS3cLsZC6ubOFLR4NNFCdr/3YaB6qHnaotWle4mdc+bfOA4lcE5E1rNDT/xGqxSj9zwZrv95Fc1svFIFRePj0Mc+J6fjzVS22xneYCYhqLrDChF0RfZX1rHs9/v4+JJ6dw9axRf7yhhyY72LboBDpc3cF7lG5zUuBTOvBduWII+Ip6XTf9i9eatbXb8LZmN21gcfyXC2PoCnZM5hD/YbiS8chfMvwh++A/lWXPYKYf4brERr427M1jyKhv9/vgB0uPCyK9qpKhaC04Hcj3FhRsx6XWU11uJthiC6vAa36IolKboSyREmDAZdOwvraeszuqz0BKO3iAcyLgQrLXwzIk40POaaR5xEa2tyvTUNJbLCaTmfwHO1lb0D3vLyBClXLvxSnhjLlMWnsVF5rU+f09u8iob+Pun2/lgfZ5qFdJJBpSi6CnXU3WDjQc+287DX+ykLkAl9BsrDqHXwb2T7dwwpIghsSZe/fGA17lrt27lJv1n1OXMhdN/BxlT0P/0XcJ1dk7d8qdWPxzn0scoknGUZl/abj+Doi1ssExlUeovIG8tpE5kafbvARjuw6IY6lqm093K40hFg8/4hJuMuDCKqpvId7XlCBTMFkK0xCkSg4hPwNHaicggUmMVPYcQgrQYS0sltb9zxR3P2G0eBzP+BoPG82T8nzDED2k316DXsSLsdKKtxZC3ptV7Gw+V8aL5Pxhs1fCTVxBpE3lY9xR5+7a224+bRquDn7+8mpeXH+DOdzap9TE6yYBSFD3henI6Jde9voaXlh/g2e/2+XUl2RxOvth4iLdinyN+/nQMr5/He/o/sn/fbopdxUqeZGx6AoNwEDHLY9mNxByWZN5Jrm0zth+e1MYOr0R3aDkv2s8nJ619mqYQgtGDonnedj78qQhu+Iqd1UZMBp3PNardd4SHyhtosjkoqW32e5cIkB4bjt0p2ZynKeZglvp0310mB6koxqfHcMGENP4+d1xQ8xU9R2pMGDuLtJWRM/xYn+54RlFNE5z8a7j5e76w5pIa4/1czEs+HStG2Pp+q/HofZ8wmgOI8/8N4y6By94AnYGf171CpWvJ3La8t+4IB8rqef26qUweGse/Fu8KGCdUtGdAKYqeYOGmfNYdquRfP5nAn2eP4fvdpXy/2/v6F+sOVXK79QUm130PZ/4JLnyWBGsBrxj/xfJth1pPLt3N5IrP+Cp8NiI+q9Vb+klX8YXjePTf/gMOrYBFv6PRksxbjrMYk+p9ocFRqVHsKq7F6WrWu6+0nswE30HemDAjMWFGDlc0tFgIwVgUoLUtN+l1LW4if7jvLoNdPzrMpOeJeceRmejdZaboPdzNAQEGx/s+V0wGHbHhxpZlbaWUFFY1ttrek0HJyXwrJyG3fQgOzWK3Wq1cXv8mpeHZMPZibWLUIIrHXMc5urXs2rHR674WrDlCbkYMp+UkcttZ2ZTUNvPdLrVeTUdRisKDZruD3cW1fufMX3GIqQlNXFL/Nlc5P2RMVCOv/XjQ69yDG5ZwpeFbmk/4FZz+e5h4JbrLXmOk7ggZK+5rNVcuuZ9GaWbr8Jva7ee4oXHcY7ueJkMMvDoTirbw2eC7sBvCyfJxAR01KIomm7Ml5rC/rM5nINvN0IRwDlc0tBTRBbIo3Ipiw+EqBsVYgmqY5767DBT4VvR90lwWgVEv/C5pC1r2WmWDa/3zJjv1VkfL9m3JiAvnA9tJiPoSOLgUgMqV/yVLFLFv7K/Ao5gy7vRbsaEnfMNL7fZTVN3EtoIa7oxfiXh2GqevuonJ4cV8utn/Ot6Hyuu5Zf46/vjhloCu5WOFAaUouhqjuGPBRq5+ZbXPis/9pXU0HdnI69Y7Ed/8DcM39/OuvIvyvWvbm75OJ5N3PkqZLgHz9D8elTFnBosTr+aEmsXI9fO1wUMrEDs/5Xn7+Qwd0t5vmxJtQReRyONZz8JZ98JVC/ncNolhiRE+s5JGpGgN2nYV12J3ODlc3uAzkO1mcHw4h8obWuIUgSyKtNij7wdrIbhrJ/y5KhT9A3dKrFGvC3iTEBNmpLpRy6grrPYf0xoUbeE750QcpmjY/C7YrUSt+jdbnZmEjZ/bam5kYgbf609keNHnLcV8br7fXcKV+iWcsfvvYDCjK9rCa+J+9u7Z5dNdbLU7ufa1NXy3u4QFqw9z9/ubvc471hhQiqKrMYqfnTiUwuom3l/vPeD1w9Z9vGD6N0ZzOPxyNfxiJUazhRcNj7Bic+sGuNbN75Fj28XKzF+AqfVFsWzS7fzgGItc9Ds4vAo++y2NYYN40XE+o324kkakRLG6MhxO+x0MO50DZfUM83Phz3Epit1FtRyp1Jq2DQvgvslMCCe/qpEDZfUY9YKUKP8Xf4tR3xJrCBTIdnP1tEzumz2Gi4/zuaihop9wSk4iRr3g5ye2by/elrhwY4tF4W4MmeLj5iIl2kwzJoqHnKfFKT7/PeH1R3jUfhnDkttbxRvjZhLhqIE9X7YaP7BvN38xvoEcPh1uWALXfk6YbOJO2ws+W+N8sD6P/aX1PPPTSfzqrBw+3VzIDlcngWOZAaUousq04QmMGhTlMzMief1/SBPlGK6YD0kjIXk0+p+9S4xoYMyy247e0dia4Ou/sd05FN3E9pXQ4zLiucP2S2z6CHjlHCjdweeZd2MV5hZLoC0jB0Wxu6gWKSU2h+ZS8uV2Ai1LaHB8GLuKa9nvatM9LMm/62lYYiQOp+SHvWUMjgsPqreS20LwV3DVVq7rT8ny2zxQ0T9Iiw1j5T3TuXvWqIBz48JNVNZrFoVbYfiKabkVyLoh14PeCOteZXvUyWwNm0qUpX2FfuPgUymTMchNb7Uan3TgOXSAmPMfbdW9pBHUTr2DGfp17Nv4vddjv78+j+ykCM6MKuCGEY2EGfW8ueqQ17lunE7JZ5sLWbgx32th7EBAKQoPhBBceFw6Gw5XtVvxzVq8m7NqFrIhYTZkTGkZ16eO543k35PZsBUW36MNrnwGU90R/mH/KWPS4todZ3RqNBW6OOaPfk4Lcl+ziEVN4xmWFOmztiAnJZJ6q4P8qkYOVzS4LAT/F/6RKVHsKqptWXN6eADXk9tC2VlUGzA+4cZdazHSy1oEioFPQqQ5qNhUbLiJKpeCcLtp48K9t2Vxp1AftMXBjd/Chc/yWMw9pPlwhWYmx/KRY5q2JG+Dlq5rLdrB9Kav2TjoEog96s6NPeOXVBHJ0G3PtNtPSW0TWw4W8bLhYcSLZxD16mm8FvMiS7YW+G1b/89FO/jl/9bz6wUbueeDLQG/i/6IUhRtmD4qGYDle1tXezZ+fh/NGCmf+rt22+jHX8xz9tmw5iVY+Ev49p9sjzmNzcaJXu+0LUY9I1KiWFoRowW5h57EjsIan24n0C76QKsLvz/XE2gX7wNl9ewsqiU+wkRsuP+sJE/F466rCMTvZo7kqpOGcvbolMCTFccsceFG6q0OrHYnlQ02hPDdv8ts0BMXbtTSaZNGwMQryauVPl1VGXFhvOs4HeG0wfo3AGj66gEaMVN23G2t5gpLNF9FXsjomh+gZGer91btr+CvhtcZUrVSq/c49becUPc1VzXNZ2uB97jnnuJaXv7hAFccP5ibTxvGu+vyBuQqfX1eUQghdEKIB4QQTwohrg718bKTIxkUbWHZHo8UuiOriTn4Bc/bZzMyO7vdNhMGx/Iv++WUDToNNvwXUsbysOmXjE6N8um+GZ8ezbb8aqSUVDfayK9qZHSq77ty9+phu4prOVDmciUFsChGpERhd0q+2l7k103lJsbjDi/biy/YG8OTIvnb3HGEmQJXWSuOXWJdbqaqRiuVDVaiLUa/7WGSoswt6bTgv+lkWmwYu+QQypJOhNUvwIFlRO/7hFccM0lPH9xu/oFhV9IoTTh/fLLVeP7WpVxh+A554i+0eo/pf6Zx3JXcqP+MPVtWeT32az8exGzQcfeJYfxmgpOEcGPAVfqcTsnbaw7zf1/tpqyu2e/cvkKol0J9RQhRIoTY2mZ8phBilxBirxDi7gC7mQukAzYg5GWVQghOzk5k1f4KLTNCSvjqL9Qa4nnHeIFXC2FMajRS6Jk/7FH4zTacN3zDmmJ81jgAjEuPobzeSmF1EztdwTJ/FkW0xUh6bBg7CjWLIiHC1OrC7g23O6imyc6IlOAu/OeM0SyDE4/x9RYU3Uu0RYtJ1TbZqWywBay5iQ07mk7bZNMWunLX4LTFnX23avD1UJMPr8+mzjyIF+2zW1rTeDIkYzDvOE5HbH4balypsk4HZ+3/FxX6BHRnHL0khZ33AA0inOFbH2+3H7vDyVdb8nk5bj6xL07B8uI03on8F6t3Hmxxs3njkcW7+MP7W3h8yR6ueGFlv2hqGGqL4jVgpueAEEIPPA3MAsYA84QQY4QQ44UQn7Z5JAMjgRVSyjuBW0MsLwDHDYmlvN6q1ROsfRkO/8hr5p+RnZHi1R8bYTaQnRzJloIaiMngYEUjDVYHY9N8Z1+NS9fe25pf3ZJV4U+xgKZIdhbWsL+0PigLwdPiyEkOLobw0CW5LPzlyT6D6gpFZ3AvUVvfbKey3kpsgJuc2HAjVa4lUd1dDHy5nqItBiLNBtaKsXDxSzDxp7yY+SiG8BivN1OZiRG85DgPpANWPQuAY+1rjHDsZVnmr8Hsce6Hx/Nj4k+YWP8DFLfObFx/uIpfWF/m5JrP4KTbYMbfGVa7nv/oHmepjyLc/aV1vLhsP5dNyeCN66ayt6SOl5Z5b+nTlwj1mtlLgbYOu6nAXinlfimlFVgAzJVSbpFSzm7zKEGzItzLtfmsvRdC3CSEWCuEWFta2rXKy4mDYxE4qfz+Wfj8DziHncUTVScyPj3W5zbj0mPYnKe5krYHYSGMHhSNTrgVhRZDCNTWYnRqFPtK69iYV9WS/uoPk0GH2aD9iycPbR9U90Z8hIkJg2ODmqtQBIs7y62u2U5lg5X4APGyuHATVY3aXXlxgHRaIQRpsRZtbZTcS+HCZ1hbn+Szmj8zIYIjMoVDKTNg7atQuhu+vp8VjjE4xlzcbn7p2GupkxaavvlXq/H89V9wjeFLmiffBOc+ACffjpz1MKfrN9O86hWvx35jxSFidQ38OeEbTjv4BNdlVfL6jwex2n1nS5XVNXP58ysY95fFPP71nl5pbNgbMYp0wHP5tTzXmC8+AM4VQjwJLPU1SUr5gpRyipRySlJSUpcEHGUo5EPz/eRu+htknsr2U57E5oDcDN8WwoSMWMrqmimsbmJHYQ0GnSDHj7snzKQnOzmSrQU1bC+sYXRqVMDskdGp0TilVhQ0Pj24WpEn5h3HzacP8yu7QhFq3GuZ1zc7qGu2E2nxnx4dG2GkssGGlDJgOi1oSqSk9qi/v6CqqWUVxrYkR5mxGHV8FTcPmmvg6ePB0cyf7Ncx0svN3bDBGbzuOAfzro+gZIc2aK3n5O33k69LxXzu0d5suuOvZ09YLtMLX4Dm1l0e7A4nazdtYlHYX4j8/q+w8hnuK/oVZzct5pud3jvgSim5Y8FGNuVVcdyQWP7v690s3Fjg83sIFb2hKLxdDX2qSCllg5Tyeinlr6SUT/uaB93UPbbqMIbXz2OYrpjHo34LP/+QjSWaIePv4uy+C990pIrtBTUM95Pq6mZcegzrD1eys6imxRXlj0lDjloFUzKDsxDOHTuIe2aNDiqFUaEIFW6LosFqp9HqIDxA8kNcuAmr3UmjzUG1ywXlz12VGGluFRguq2v2ud6JTicYGh/BqqYMuORlGHsR745+nEMineFeao1GDoriRfv52PTh8N2DADiX/I1kRxGfZd3buqBWCHaO/z3x1FD37X9a7WfjgWIetD1MPNVw7efw+wPIYWfyT+NL7FvbuljQzbI9ZSzfW8Zfz0zk9XP0HJ8RxsNf7MTWw/UavaEo8gDPVIQMoOdVpC8+uQPszbw17iWerjieJruTrfnVxIUb/ba0GJ0ahUmvY+ORKnYU1jImzX+8AWBcWgxVDTZsDkmuH7eWm0ExFm6fnsOVJwwhJ8isJIWiLxDp4XpqtDkC3kTFulJnKxtsLS4of+ndCRGmliwpq91JbZO9ZdErbwxN0NrVMP4ncOlrrLCPJC3W4lWuxEgzhshEvo2/DLYvhHeuQrfqOV63zyBm1Gnt5qePO4VPHSdgWfM0VOe3jFu+vY/xuoM0nv80DJ0Glmh0l71BpTGVuQf/jrOpfZ+5t1Yd4s9h73L5snPQvTyd/9bdSGbtOr7cVuzzs4WC3lAUa4AcIUSWEMIEXAF83B077nKb8fz1sG8JnP57MkdNwOpwsq2gms151YzPiPV7V2426BmdFs3XO4opqmnym+rqxjNucMKw+KBEvHPGCP550XhlISj6FW6Lor7ZTpPNQVggReFSCpX1VqoabOh1ggg/VkhilJlGm4MGq50KV0FfvJ+ldtNiw1oW3AJtoa6MWN+1Q6MGRfGs40IYPQe2L6Q4bTr/tP/Ua9LHmNRoHnVciXQ64ct7tcEdnzIu/13eMl5I9ESPflXmSLaf8BAZlFDxSetGodUNNkbtfo7r5IeI3CvgJ69iikrkNdMjrF+5xKesoSDU6bFvASuAkUKIPCHE9VJKO3AbsBjYAbwjpdzmbz8dOF7XXE8rnwFTFEy+psXN88PecnYX15IbhGtoYkYM+1zFcFOzAqeX5mbEcPv0HP5x4biglgVVKPor4S7FUN2oWdCBFIU7nbau2U51o43YMKPfmyO39VBWa6W8vtk15vs3lRpjobbZ3rL0b16l/4W6clIi2VXahPPS+fDHAt4Z/jDNmLwmlViMeqJSs1kYeRls+wA+uBn5wU1sF8NZN/y2dvOHTzmH1+znkLDtNTi8smV835IX+bX+XcqzL4ELn4FxFyOu+YxGUzxX599PXZ3/TtfdSaiznuZJKVOllEYpZYaU8mXX+CIp5Qgp5XAp5QOhlKFDnPY7mPsUWGJIijIzNCGcV384gN0pgwoGzxqfCmgVp+OCcD0JIbhzxgh+FkRTNYWiP6PTCcJN+hb3UKACzXCPmEZVoy1gzZB7xcSy+uaWYyT4sSjcTSyLqptotjsormn229E4JzmKRpvWQgdTBLtL6siIC/O58mJuRgz/qD0POeFK2LwAa/wIrm68kwlD2yfapMeGMT/8aioMyVpnB1sj7PuG3PX3sZJxxF7+LLiVZEQihWf8H0NECUWf/L3VfprtDjYeqfLbbqSz9PnK7I7QZddT0kgYe2HLyxOzEqh0BdJOHB7YQjhxWAKPXzGRN284wW/VqUJxLBJhNrQEnM0BLIpIV5ZUXbMWzI710e7DTaLLeiivs7a4nvzFKNxFeoXVTRRUaS4ofxaFu2B1T4l2F7+7qNZvrVFuRgxVTZKDpz4Kfypi8UlvUkocxw3xnoQyNiudv3AzlO+FZ0+G/13OATL439AH0BtbW0Y5J8ziE3kqQ3e/CtVHa5BXH6jgwqd/8LmQWlcYUFez7l4z+6ppQzEbdMybOoRoL10rvTF3YnpQGUwKxbFGuEnfchEP5HryjGlUN9oC9ilLjHK5nuqaW5SRP9eTux1IYXUjeZWB119xF6zuLq7D5nCyv6zOr6Jw11xtzqsCYxjrD1dhMeoY5aN55vFZ8XxaN4qymc9DRCJ1Iy/mssa7mTSivbfBoNexfPAtIJ3w/cMt40t2lGA26ELSVWFAKYruXjN7bFoM6++bwT8vUus1KxRdxWzQUeVavCiQogj3qOSub7YHbEvvrrGoqNcsCoNOEB3me5uUaAtCaBaFe0XHDD8dk2PCjSRHmdldXMvBsnpsDsnIQb4zD3NSIjEbdGxxrSe/4UgVuRmxPj0Nx7vS3b8zngLXf8lnWX+ikmhOzk70On/U6LH81z4dueFNKNuLlJIlO4s5JTsxJH3XBpSiCAURZoPKMFIougGLUd/SliPM5P/S485wqm920GRzYDH4n2826Ik0Gyivs1JeZyU+wuT3d2sy6EiMNFNY1UReZQMGnSAlQGeEESlR7CmuY49r0SN/bXGMeh1j0qLZnF9Nk83B9oLqVnVQ7fadHEW0xcBaV+fZH/aWkxRl9tmc85TsRJ62X4hDZ4Jlj7K3pI4jFY2cNTrZ72foLANKUXS360mhUHQfZoOupVleoDoKg16Hxaij3mqnye7EbAx8qYqPMFFR30x5vZWEILII02IsFFQ3klfZSGqsJWBcMSclkr0ldewqqkUIvBbneZKbHsO2fC293uaQTBoS63OuTieYkhnP6oNaM9If95UzbXiCT2WXnRyJPjqZpVGzYPM7rN6wEYCzRilFEZDudj0pFIruw2LU407ICeR6Aq1Ir85Vd2ExBJ4fF2GivF5Lj/UXyHaTHhdGQZWmKHy1+/BkRIqW+fTd7lIGx4UHdPGMz4il3urgnbVaxyJfgWw3x2fGs7+0nhX7yymra+bk4d7dTqBlTJ45Mpl/Vp6NFDriNj3H2LRoUmMCf47OMKAUhUKh6LuYPdxHwfjRw00G6pvtNNudAS0Q0LKcKuo115O/1Fg3GXHh5FU2cqSioWWlRn+4uyFsOlIVVNt+d0r9e+vyGJYU0bJssC+mZmmK5LEvdwMwLdt/UPrMUcnsbY7l8OALOKthMRfmBJdw0xkGlKJQrieFou/imRIbjEURbtJT3WjD4ZStlIwv4l2KoqLeGnC9C9CynJrtTkpqm0n3k/HkxrO4zl9naDfDkyIx6jXX0bQg0uvHp8eSEGFi3aFKcjNi/NZ1gBansBh1XL17GibsXGJfFPAYnWVAKQrlelIo+i6tLIogFIXFqCkK9/NAJESYKKxuoq7Zf58nN57psIEuytB66dapWYFb7uh1gptPG05MmDGoolqTQcfvzh1JWoyFu84ZGXB+hNnADacM46BMZUfEVOJ3vwtOnysxdAn/OWcKhULRTXhe7C1BuJ4sRh2lrtbhliCD2W6CCWZ7KofBQVgUAA9cNI7VByqY5id+4Mld547kNzNGoPexJHJbrpg6hCumDglqLsBvzxnBeeNTGVFhg/euhn3fQM6MoLcPlgFlUSgUir5LRy0Ks0FPdaO95XkgPBVFMK4nz7jE6CBa7gD89IShPH7FcUFf+IEOze0oQgjGpEVjGHUehMXDprdCchxlUSgUih7BbVEYdAJjEC1uzAYd1a4W48Gkx3oGsBODCGaHmfT84ozh2BzOoDsv9FkMJhh1Pmz7COzNYOjeJqMDyqJQwWyFou/itihMQQSmQQt+2xxaPm0wMYp4j5Yd8X7ad3jy+5mj+NP5Y4Ka2+cZPQestXDA50KgnWZAKQoVzFYo+i7ui32wjhjPauxgsp48A9jBWBQDjqzT4WcfaH+7GeV6UigUPYL7Yq8LsiWOp7spOIviqHLw1f57QGO0QPb0kOx6QFkUCoWi7xLMxd4TzwB2MNt6rsOt+rN1L31e7QohTgV+iibrGCnltF4WSaFQdILwDnY1NXfQ9SSEYFx6NEMTIjosm8I/IVUUQohXgNlAiZRynMf4TOBxQA+8JKV8yNc+pJTLgGVCiAvR1ttWKBT9kI5aFK3qLoLc9v1bp2HQKUdJdxNqi+I14CngDfeAEEIPPA3MAPKANUKIj9GUxoNttr9OSlnien4lcEOI5VUoFCEimNoJTzytiGAK7rRtun8tBkWIFYWUcqkQIrPN8FRgr5RyP4AQYgEwV0r5IJr10Q4hxBCgWkpZE0p5FQpF6HC7noJd0bm160kpgN6kN2y0dOCIx+s815g/rgde9TdBCHGTEGKtEGJtaWn3rxmrUCi6RoeD2a1cT8qd1Jv0RjDbWzqC35sMKeVfAu1USvmCEKIQmGMymSZ3VjiFQhEaOrpEp7Io+g69oabzgMEerzOAgl6QQ6FQ9CBu11OwrY88lUMo+yUpAtMbimINkCOEyBJCmIArgI+7Y8eqMluh6Lu4g9nBtPSG4FJiFT1DSP8TQoi3gBXASCFEnhDieimlHbgNWAzsAN6RUm7rpuOpXk8KRR8lNtzEQxeP57Xrjg9qfjCNABU9Q6iznub5GF8EdPtyTFLKT4BPpkyZcmN371uhUHSdjqy1oOISfYcBpbKVRaFQDByC7TKrCD0D6j+hYhQKxcBBxSj6DgPqP6EsCoVi4KAURd9hQP0nlEWhUAwczB0s0FOEjgGlKJRFoVAMHJRF0XcYUP8JZVEoFAMHpSj6Duo/oVAo+iQqPbbvoBSFQqHokxj1qm1HX6HPr3DXEYQQc4A52dnZvS2KQqHoIkII5kxI45wxKb0tyjGPkDLY7vD9hylTpsi1a9f2thgKhULRrxBCrJNSTmk7rlxPCoVCofCLUhQKhUKh8MuAUhSqjkKhUCi6nwGlKFQdhUKhUHQ/A0pRKBQKhaL7UYpCoVAoFH5RikKhUCgUflGKQqFQKBR+GZAFd0KIUuBQJzdPBMq6UZzuQsnVMZRcHUPJ1TH6qlzQNdmGSimT2g4OSEXRFYQQa71VJvY2Sq6OoeTqGEqujtFX5YLQyKZcTwqFQqHwi1IUCoVCofCLUhTteaG3BfCBkqtjKLk6hpKrY/RVuSAEsqkYhUKhUCj8oiwKhUKhUPhFKQqFQqFQ+GXAKgohhEUIsVoIsUkIsU0Icb9r/FLXa6cQwmcKmRBiphBilxBirxDibo/xeCHEV0KIPa6/cT0pmxBisBDiWyHEDtfcX3u891chRL4QYqPrcV5PyeWad1AIscV17LUe4136zrr4fY30+D42CiFqhBB3uN4L1ff1LyHETiHEZiHEh0KIWB/bh+Qc64pcvXR+Bft99fT5Fcz31Rvn199dMm0UQnwphEjzsX33nV9SygH5AAQQ6XpuBFYBJwKjgZHAd8AUH9vqgX3AMMAEbALGuN57BLjb9fxu4OEeli0VmOR6HgXs9pDtr8BdvfGdubY5CCR6Ge/Sd9ZVudr8X4vQiopC+X2dAxhc4w97+7yhPMe6KFdvnF8B5eql8ysouXrh/Ir2mHM78Fyoz68Ba1FIjTrXS6PrIaWUO6SUuwJsPhXYK6XcL6W0AguAua735gKvu56/DlzYk7JJKQullOtdz2uBHUB6R2XobrkC0KXvrBvlmg7sk1J2tmo/WLm+lFLaXeMrgQwvm4fsHOuKXL10fgXzffmj176vNvTU+VXjMS0C8JaR1K3n14BVFABCCL0QYiNQAnwlpVwV5KbpwBGP13kc/bGkSCkLQftRAck9LJvnPjKB49DuNNzc5jJLX+moCd4NckngSyHEOiHETR7jXf7OuuP7Aq4A3mozFurv6zrgcy+bhvQc64JcnvvIpOfPL39y9eb5FfD7ogfPLyHEA0KII8BPgT972bRbz68BrSiklA4p5US0O4GpQohxQW4qvO2u2wSjS7IBIISIBN4H7vC4w3gWGA5MBAqBx3pYrpOllJOAWcAvhRCndfT4IZILIYQJuAB412M4pN+XEOJPgB1405tI3nbX0eOHQC73nB4/v4KQq1fOryC/rx49v6SUf5JSDnbJdJs3kbztrqPHdzOgFYUbKWUVmh97ZpCb5AGDPV5nAAWu58VCiFQA19+SHpYNIYQR7Uf8ppTyA499FbtOLCfwIpr52WNySSkLXH9LgA89jt9t31ln5HIxC1gvpSz22FfIvi8hxNXAbOCnUkpvP9AeOcc6IVevnF/ByNUb51cwcrno0fPLg/8Bl3jZpFvPrwGrKIQQSe4sBSFEGHA2sDPIzdcAOUKILNedwhXAx673Pgaudj2/GljYk7IJIQTwMrBDSvnvNu+lery8CNjag3JFCCGi3M/RAoHu43fpO+vi/9LNPNq4BUL1fQkhZgJ/AC6QUjb42Dxk51hX5OqN8ytIuXr8/Ary/+imJ8+vHI9pF+D9t9C955fsZES+rz+AXGADsNn1D/qza/wiNG3bDBQDi13jacAij+3PQ8v42Af8yWM8AVgC7HH9je9J2YBT0EzIzcBG1+M813vzgS2u9z4GUntQrmFomRWbgG3d+Z11w/8yHCgHYtrsN1Tf1140/7D7//NcT55jXZGrl86vYOTqjfMr2P9jT59f77tebwY+AdJDfX6pFh4KhUKh8MuAdT0pFAqFontQikKhUCgUflGKQqFQKBR+UYpCoVAoFH5RikKhUCgUflGKQqFQKBR+UYpCoehHCCGGCSFeFkK819uyKI4dlKJQKLoBIUSmEKLR1cAtZEitG+j1bY4dJrS1CaxCiMRQHl9xbGLobQEUigHEPqk1cOsyQojxwINthq+TWp+jVkgpG4GJQoiD3XFshaItSlEoFF5w9dN5EYgEvgEullJmd2D7TLS21MuBaUA+2joAKcAXrvET0VpSvArcj9bu+adSytVSyi1ozegUil5HuZ4UijYIIfTAG8CdUsopQBhaf6GOkgM8LaUcC1RxtMtnNvA4Wi+fUcCVaD2W7gL+GEC2BCHEc8BxQoh7OiGTQtFhlEWhULTnQmC7dK30hrbKW1Un9nNASrnR9XwdkIlmSRxwWQwIIbYBS6SUUgixxTXHJ1LKcuCWTsiiUHQaZVEoFO05Dq1bqJsJaC6ijtLs8dzB0Rszz3Gnx2sn6uZN0QdRJ6VC0Z5yNJcQQogTgKuAx4QQQ4EbgSy0tYt/1nsiKhQ9h7IoFIr2zAemuFxBF6Mpjr1SykNoi/o4gJt7UT6FokdR61EoFH4QQgwG3pNSnuDKZLof+IWUsr7NvEzgUyllh9by7k5c6bFTpJRlvSWDYmCiLAqFwj8T0FYSA1gEVAD3CCHi28xzADGhLrjzhrvgDjCixTkUim5FWRQKhUKh8IuyKBQKhULhF6UoFAqFQuEXpSgUCoVC4RelKBQKhULhF6UoFAqFQuEXpSgUCoVC4RelKBQKhULhF6UoFAqFQuEXpSgUCoVC4Zf/B1MMQLuKO+SVAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "FWHM = 0.004/1e-10  # Angstrom\n",
    "sigma = FWHM/2.3548\n",
    "\n",
    "handle = lambda x: np.exp(-((x)/sigma)**2/2)\n",
    "y_conv = dyn.conv_with_function(R_hom[0, :], dyn._qz[0, :], handle)\n",
    "\n",
    "plt.figure()\n",
    "plt.semilogy(dyn.qz[0, :], R_hom[0, :], label='{}'.format(dyn.energy[0]))\n",
    "plt.semilogy(dyn.qz[0, :], y_conv, label='{} convoluted'.format(dyn.energy[0]))\n",
    "plt.ylabel('Reflectivity')\n",
    "plt.xlabel('$q_z$ [nm$^{-1}$]')\n",
    "plt.legend()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Energy-scan\n",
    "\n",
    "Energy scans rely on experimental atomic scattering factors that are include also energy ranges around relevant resonances.  \n",
    "The warning message can be safely ignored as it results from the former `q_z` range which cannot be accessed with the new energy range."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "c:\\users\\loc_schick\\general\\git\\udkm1dsim\\udkm1Dsim\\simulations\\xrays.py:239: RuntimeWarning: invalid value encountered in arcsin\n",
      "  self._theta = np.arcsin(np.outer(self._wl, self._qz[0, :])/np.pi/4)\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Calculating _homogenous_reflectivity_ ...\n",
      "Elapsed time for _homogenous_reflectivity_: 0.910223 s\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "dyn.energy = np.r_[2000:4000]*u.eV  # set the energy range\n",
    "dyn.qz = np.r_[2]/u.angstrom  # qz range\n",
    "\n",
    "R_hom, A = dyn.homogeneous_reflectivity()  # this is the actual calculation\n",
    "\n",
    "plt.figure()\n",
    "plt.plot(dyn.energy, R_hom[:, 0])\n",
    "plt.ylabel('Reflectivity')\n",
    "plt.xlabel('Energy [eV]')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Inhomogeneous X-ray scattering\n",
    "\n",
    "The `inhomogeneous_reflectivity()` method allows to calculate the transient X-ray reflectivity according to a `strain_map`.\n",
    "\n",
    "The actual strains per layer will be discretized and limited in order to save computational time using the `strain_vectors`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Calculating _inhomogeneousReflectivity_ ...\n",
      "Calculate all _ref_trans_matrices_ ...\n",
      "Elapsed time for _ref_trans_matrices_: 1.175328 s\n"
     ]
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "e2c2b9abfa9f496889b1a9e67adbc3d3",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Progress:   0%|          | 0/450 [00:00<?, ?it/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Elapsed time for _inhomogeneous_reflectivity_: 30.159596 s\n"
     ]
    }
   ],
   "source": [
    "dyn.energy = np.r_[8047]*u.eV  # set two photon energies\n",
    "dyn.qz = np.r_[3.1:3.3:0.001]/u.angstrom  # qz range\n",
    "\n",
    "strain_vectors = p.get_reduced_strains_per_unique_layer(strain_map)\n",
    "R_seq = dyn.inhomogeneous_reflectivity(strain_map, strain_vectors, calc_type='sequential')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure()\n",
    "plt.pcolormesh(dyn.qz[0, :].to('1/nm').magnitude, delays.to('ps').magnitude, np.log10(R_seq[:, 0, :]), shading='auto')\n",
    "plt.title('Dynamical X-ray')\n",
    "plt.ylabel('Delay [ps]')\n",
    "plt.xlabel('$q_z$ [nm$^{-1}$]')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The results can be convoluted again to mimic real experimental resolution:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [],
   "source": [
    "R_seq_conv = np.zeros_like(R_seq)\n",
    "for i, delay in enumerate(delays):\n",
    "    R_seq_conv[i, 0, :] = dyn.conv_with_function(R_seq[i, 0, :], dyn._qz[0, :], handle)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x576 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=[6, 8])\n",
    "plt.subplot(2, 1, 1)\n",
    "plt.semilogy(dyn.qz[0, :].to('1/nm'), R_seq_conv[0, 0, :], label=np.round(delays[0]))\n",
    "plt.semilogy(dyn.qz[0, :].to('1/nm'), R_seq_conv[100, 0, :], label=np.round(delays[100]))\n",
    "plt.semilogy(dyn.qz[0, :].to('1/nm'), R_seq_conv[-1, 0, :], label=np.round(delays[-1]))\n",
    "\n",
    "plt.xlabel('$q_z$ [nm$^{-1}$]')\n",
    "plt.ylabel('Reflectivity')\n",
    "plt.legend()\n",
    "plt.title('Dynamical X-ray Convoluted')\n",
    "\n",
    "plt.subplot(2, 1, 2)\n",
    "plt.pcolormesh(dyn.qz[0, :].to('1/nm').magnitude, delays.to('ps').magnitude, np.log10(R_seq_conv[:, 0, :]), shading='auto')\n",
    "plt.ylabel('Delay [ps]')\n",
    "plt.xlabel('$q_z$ [nm$^{-1}$]')\n",
    "\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Parallel inhomogeneous X-ray scattering\n",
    "\n",
    "You need to install the `udkm1Dsim` with the `parallel` option which essentially add the Dask package to the requirements:\n",
    "\n",
    "```\n",
    "> pip install udkm1Dsim[parallel]\n",
    "```\n",
    "\n",
    "You can also install/add Dask manually, e.g. via pip:\n",
    "\n",
    "```\n",
    "> pip install dask\n",
    "```\n",
    "\n",
    "Please refer to the [Dask documentation](https://docs.dask.org/en/latest/) for more details on parallel computing in Python.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Calculating _inhomogeneousReflectivity_ ...\n",
      "Calculate all _ref_trans_matrices_ ...\n",
      "Elapsed time for _ref_trans_matrices_: 1.296332 s\n",
      "Elapsed time for _inhomogeneous_reflectivity_: 14.690484 s\n"
     ]
    }
   ],
   "source": [
    "try:\n",
    "    from dask.distributed import Client\n",
    "    client = Client()\n",
    "    R_par = dyn.inhomogeneous_reflectivity(strain_map, strain_vectors, calc_type='parallel', dask_client=client)\n",
    "    client.close()\n",
    "except:\n",
    "    pass"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure()\n",
    "plt.pcolormesh(dyn.qz[0, :].to('1/nm').magnitude, delays.to('ps').magnitude, np.log10(R_par[:, 0, :]), shading='auto')\n",
    "plt.title('Parallel Dynamical X-ray')\n",
    "plt.ylabel('Delay [ps]')\n",
    "plt.xlabel('$q_z$ [nm$^{-1}$]')\n",
    "plt.show()"
   ]
  }
 ],
 "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": "3.8.9"
  },
  "toc-autonumbering": true
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
