{ "cells": [ { "cell_type": "markdown", "id": "b4eddb2e-3771-4096-9e2b-d20838df0b86", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, "tags": [] }, "source": [ "## Resolution notebook for MACS users - Use colab button for interactivity.\n", "Adjust the lattice parameters and sample orientation based on your needs, a false sample in the laboratory frame is used as an example. " ] }, { "cell_type": "code", "execution_count": 1, "id": "7a8918f4", "metadata": {}, "outputs": [], "source": [ "!pip install -q git+https://github.com/thallor1/pyMACS.git requests" ] }, { "cell_type": "code", "execution_count": 2, "id": "910b0952", "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import pyMACS" ] }, { "cell_type": "code", "execution_count": 3, "id": "b641a6fa-635c-42d9-8f80-9e4e864189a4", "metadata": {}, "outputs": [], "source": [ "# Here, a false sample in the laboratory frame default. Update with your lattice parameters below.\n", "# The false sample has lattice parameters such that H, K, L are in units of inverse angstrom. \n", "# i.e. H=1, K=1 is the same as Qx=1 \\AA^{-1}, Qz=1 \\AA^{-1}\n", "a,b,c = 2.0*np.pi, 2.0*np.pi, 2.0*np.pi\n", "alpha,beta,gamma = 90.0,90.0,90.0\n", "u_vec = [1,0,0]\n", "v_vec = [0,1,0]\n", "\n", "# Macs final energy is required here:\n", "macsEf = 5.0" ] }, { "cell_type": "code", "execution_count": 4, "id": "c124891d-e194-48b8-b4b1-2c0c0b9c8126", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, "tags": [] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "WARNING: No cif file found. Importing sample parameters from a cif file is the preferred method to initialize the sample. Defaulting to dirac.cif\n" ] } ], "source": [ "#Set up our pyMACS object\n", "\n", "from pyMACS.virtualMACS import VirtualMACS\n", "import pyMACS\n", "import numpy as np\n", "\n", "macs_instr = VirtualMACS('resolution',cifName=None,useOld=True)\n", "macs_instr.sample.formula_weight=432.7\n", "macs_instr.sample.a = a\n", "macs_instr.sample.b = b\n", "macs_instr.sample.c = c\n", "macs_instr.sample.alpha = alpha\n", "macs_instr.sample.beta = beta\n", "macs_instr.sample.gamma = gamma\n", "\n", "macs_instr.sample.orient_u = u_vec\n", "macs_instr.sample.orient_v = v_vec\n", "macs_instr.sample.project_sample_realspace()\n", "macs_instr.kidney.Ef=macsEf" ] }, { "cell_type": "markdown", "id": "de82f8a1-64c8-46eb-ae9d-778b20675058", "metadata": {}, "source": [ "# Option 1: Resolution matrix for specific H, K, L, $\\Delta$E\n", "\n", "This function pulls from a tabulated list of pre-calculated ellipsoids. The results will never be as good as a full simulation; if a width seems strange, it likely means that the ellipsoid was not generated correctly. " ] }, { "cell_type": "code", "execution_count": 5, "id": "df544de4-a1f5-4337-a40b-7dad043958d2", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", " Qx, Qz, for hkl = [-1.00003, -1.00003]\n", "Covariance matrix in lab system:\n", "[[ 0.00123123 -0.0007835 0.00431767]\n", " [-0.0007835 0.00170764 -0.00145206]\n", " [ 0.00431767 -0.00145206 0.03394656]]\n", "\n", "Resolution matrix in lab system:\n", "[[2154.46756618 784.01566905 -240.49098004]\n", " [ 784.01566905 893.0110895 -61.52070585]\n", " [-240.49098004 -61.52070585 57.41462014]]\n", "\n", "Transformation into (Qpara, Qperp, E) system:\n", "[[ 0.70710678 -0.70710678 0. ]\n", " [-0.70710678 -0.70710678 0. ]\n", " [ 0. 0. 1. ]]\n", "\n", "Mean (Q, E) vector in (Qpara, Qperp, Qup, E) system:\n", "[1.50477994e-16 1.30696000e+00 1.00000000e+00]\n", "\n", "Covariance matrix in (Qpara, Qperp, E) system:\n", "[[ 0.00225294 0.00023821 0.00407981]\n", " [ 0.00023821 0.00068593 -0.00202629]\n", " [ 0.00407981 -0.00202629 0.03394656]]\n", "\n", "Resolution matrix in (Qpara, Qperp, E) system:\n", "[[ 739.72365879 -630.72823834 -126.55109451]\n", " [-630.72823834 2307.75499689 213.55451109]\n", " [-126.55109451 213.55451109 57.41462014]]\n", "\n", "3d resolution ellipsoid diagonal elements fwhm (coherent-elastic scattering) lengths:\n", "[0.08658107 0.04901882 0.31077529]\n", "\n", "3d resolution ellipsoid principal axes fwhm: [0.04880687 0.38542616]\n", "Incoherent-elastic fwhm: 0.4339 meV\n", "\n", "Qx,E sliced ellipse fwhm and slope angle: [0.10351388 0.04681662], 19.4081\n", "Qz,E sliced ellipse fwhm and slope angle: [0.08528154 0.39976076], 10.1762\n", "Qx,Qy sliced ellipse fwhm and slope angle: [0.04880687 0.38542616], 5.3734\n", "\n", "Qx,E projected ellipse fwhm and slope angle: [0.11264675 0.06006053], 8.4555\n", "Qz,E projected ellipse fwhm and slope angle: [0.09811947 0.43715579], 7.2187\n", "Qx,Qy projected ellipse fwhm and slope angle: [0.05587151 0.43465123], 3.4734\n", "[Errno 2] No such file or directory: 'Calculated_ellipsoid_pngs/MACS_resfunc_Ef_5.00meV_h_-1.00_k_-1.00_l_0.00_w_0.95.pdf'\n", "Saving figure failed, ensure that the specfied figure directory exists.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/home/tjh/mambaforge/envs/mantid/lib/python3.10/site-packages/pyMACS/scripting/resfunc.py:588: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", " fig.show()\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# A warning will be thrown if the given HKL point is out of the scattering plane, but the script will attempt to project \n", "# the result onto the scattering plane. \n", "h = -1.0\n", "k = -1.0\n", "l = 0.0\n", "E = 1.0 #energy transfer, i.e. Ei=6 meV\n", "M,M_fwhms,Q_hkw = pyMACS.scripting.macs_resfunc(h,k,l,E,macsEf,macs_instr,gen_plot=True,verbose=True,calc_mode='load_cov')" ] }, { "cell_type": "markdown", "id": "bf7af014-7106-4116-87fa-38c6bf49c0df", "metadata": {}, "source": [ "# Option 2 : Plot multiple resolution ellipsoids in the scattering plane at constant energy.\n", "\n", "Most of the code here is used to project the ellipsoids : Users only need to concern themselves with the first few lines. " ] }, { "cell_type": "code", "execution_count": 6, "id": "2164a7db-b31c-4ef2-8427-01d3deaade65", "metadata": {}, "outputs": [], "source": [ "from pyMACS import scripting\n", "import numpy.linalg as la\n", "from pyMACS.virtualMACS import VirtualMACS\n", "import matplotlib.pyplot as plt\n", "\n", "#Adjust this as needed. \n", "hpts = np.linspace(0.2,1.5,8)\n", "kpts = np.linspace(0.2,1.5,8)\n", "H,K = np.meshgrid(hpts,kpts)\n", "hpts = H.flatten()\n", "kpts = K.flatten()\n", "lpts = np.zeros(len(hpts))\n", "deltaE = 2.0\n", "Ef=5.0" ] }, { "cell_type": "code", "execution_count": 7, "id": "d98cf19a-45ed-42d1-8f81-fcb8fb0e0cdd", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/tmp/ipykernel_172359/1738536076.py:61: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", " fig.show()\n" ] }, { "data": { "image/png": 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Ay2bNYFSsGMLDw/H47FkEPHsGjSktVrQoDhw8iBIlSuSpdg3BwcE4cOAADhw4gHPnziEkJCTTPCoAtZ2d0e/bb9G9f38YGeXPyM+zZ8+UzsmlS5dw//59REdHp5lWpVLB29sblYoXRysPD7SZMQM2jo55rFiX4OBgnD9/Hrdv38admzcR/OABXoeG4l1EBKhWw4BEQUNDOJmaokjFiqjQvDmqVKmCOnXqwMTEJN90x8XF4datW7h27Rru3r2L0NBQhAUFIer1a6hjY8GEBFibmMDOzAxFHBxQ2ssLZVu1QpU2bT5at95tAP+jhIeHEwDDw8P1Ul5SUhKnTJlCAARAT1dX7mvdmlJCQpbLcHd3JwCeOnVKL5qyw9u3b/n5558r+ouYmHAVwFiAHDSIfPcu7YwHDpAAWaaMkn/+/Pl5qj0uLo6zZ8+mhYWFor+8mRl/Bvg6WRs3byaTktIuwNGRDwA62NgQANevX59n2hMSEvj999/T0dFR0W5sZMSWFhb8BeBdgJKxMdmhA7l9e6rrEP3oEdfb2tItOW/RokUZGRmZZ/rj4uK4efNmNmzYUNGv2VQAiwNsArAXwCGWlhzerx/79evHVq1a0bNAAZ30FStW5NOnT/NM+8uXLzlv3jyWK1culXbNZgPQBaAHQKfka/NhGguViuP69s3TepckiWfOnOGwYcNYvHjxdPVntllbWrJPgwa8efNmnml/+/Ytf/zxR7Zo0YLm5uY50l2gQAG2aNGCmzdtYmxsbI506NsGCGOZBWJjY9muXTvlQg7p1YtRzs6yEZkwIf2MAQFkfLzyZ4kSJQiAR48e/WhN2eH8+fOKoTY2NuZEGxtGAqS1Nenvn3Hm8ePl8+zShYMHDyYATp06NU90k+SNGzd0GrvqPj48bGJCCSBtbMiVK9M3kiT58qWsH+Dk0aMJgH369MkT7f/++y9LliypaPfw8ODi8eP5NlkPbW3JadPI168zLqhhQ74A6G5vTwBcsWJFrmtPSEjgL7/8QldX1xTjqFKxurMzZwA8CTDCwYEcMIDcu5d88yZ1IZLEoC1bONfIiHbJZRQvXjzXjU5YWBgHDx5MExMTRbuBgQFr167Nia1acQfAewCjHR3J9u3JefPIHTvIixcpRUYyLCyMhw8f5pRWrVja0FApw9vbO9eNfXx8PFevXp3KQBoYGLBixYrs1asX540cyc2WljxcpQovde/OK2PG8PLMmfxnyhRuGTyYcyZOZKdOnVi4cGGdazd27FgmJibmmvaQkBAOHDiQZmZmOtrtATYqU4YjRozgggULuGHGDO52dOTecuW4t359bmzQgN/Xrs3RJUvSz86OhezsdPI7mZtzzapVlCQpW3qEscwi+qqo6OhoNm3alABoZmbGjWvXkpUry41dqVLkixdpZ3zzhrSwkBv0R48YGRlJY2NjAsjT3vXevXuV3p23tzcv/fADaWREFitGPniQeQEnT5L9+pH79rFWrVp56plt27ZNefAKFSrEjRs3Uh0ZKXuSTZuSoaGZFzJnjnytKlXiggULCIBffvllruqWJIlz586lYXJD6+joyJ9//jmloerXjxw7lnz/PvPCXr8mTU1JgLOHDSMAdu3aNVf1X716lRUqVFAaKxdnZ06bNo3Pnj2T7+sWLcht28isRlXq1WMgQNfkRjA3jf369etZsGBBRXuVYsW4ZuhQvtZ0SGJj5Q7gmTOkWp1peVJYGPdaWCieva+vb64ZnJMnT+oYyYJGRuwB0B/gu5YttURJ8pYJarWap/r1Y3stw9OzZ89c0f7bb7/pRn5sbDgf4HVA7tgOGJDlsiRJ4vXr1/nt1Kl0TW4zAfCLL75gQjYiecJYZhF9VJRarWaHDh3kUIyFBf/55x+ye3e58XVwIB89Sj/z9OlyugoVSEnib7/9phis7PaQcsru3buVBrtly5YpdbF3LxkSkq2y7t69q/RQnz17lgtqdVmxYoXykPj5+TEsLCzlx7CwLDV0JMk7d8i+fcnNm9miRQsC4OzZs3NHNOV7ZsiQIYr2Ll268N38+bqdquxc/5Ej5fvI15fz581TyswtNmzYoHTq7O3suLRsWcY2aJA9zdq8fi13GgFOHzCAANi7d2/9iqbcwI4YMUKp96oVK/JE/fpy3bm7y0YyZwWTXl4MBGibbIT/+usvvWonyR9++IEqlUr2pGxtudTCglGaCETnzuSFCzkvvGZNbgdoaGBAADx+/Lj+hJNctmxZSuSnVCmeKFhQNpAqFfnFF+S//+b4/onbtYsLARonlz9ixIgs5xXGMovoo6JmzJihhC6PHz9Obt0q37wGBuSJEyRJf39/jho1iv7a4czQUDnECZBbtzIxMVEJx82cOfMjzyxrnD59WvHKunftyoRXr9JMl6Z+koyL0/mzTZs2BMA2bdrklmSFTZs2KQ/f8GHDmNS9O7lkSap06WpPg8uXLytl3r17NzdkkyS/+eYbpVOxYvlySoMHy/dBtWqpPLEs6Q8OJr/8ktLRo6xatSoBcNGiRbmiffXq1UodtW3alGGlSsnaTUzIq1dTpc+S/kGDFGPfp3dvAuDo0aP1rn3u3LlKvc8cO5bq4sXl4xoZyR3XD4xllu+dHTvkckxN2TF5KGbx4sV61b5t27YUz692bb5XqVI62pcupZkny/rVatLbmwTYrU4dvQ+j3Lx5kwbJRnhi585UGxgokZz0tGdLvySRVlbck1w/RkZGfJFeNO8DhLHMIh9bUZcvX1a8snXr1sljX7a28o2QfLP5+/sTgJJOufAa77NKFTIpifPnz5d76vb2ertwGfH27VtlrKlt27ZMHDaMLFo0Ve80Xf2JiWTDhuSXX5KvX3PdunVKp+H27du5qv3GjRvKWNPo0aMpTZgg16WhIall5NLVruHkSaU3GxUVxTJlyhAAu3XrlmvaDx48qDR669etI8eNS+lc/fCDTtpM9X+A5hqYmppmubHIDgEBAYpHOWrwYKo1htLJiTx/PlX6LOt//JisUYNX1q5Vyte3ZxMUFKTcMysXLpTvdY1HefFizrUnJiqGJuGbb+jl5UUA/OOPP/SmPSEhgU5OTvL93rUrJUNDWXvfvqk6rNnWT5KzZsnlWVuzRfJw0pw5c/SmX1PvBQsWpDRnDlmgANmpU7ras61/505Zv5kZ3d3cCIAnkh2VzBDGMot8TEVJksSaNWsqcXKS5MGDZMGCcm8v2UMYNWqUcsENDQ3lHvOuXfLFVanIixd5/vx5pZFYu3at/k4wA/r06UPNZIqov/5SJrhw3z6ddGnql3+Q01tY8MzmzTQ1NSUAzpgxI1d1S5LEGjVqKGFj9b59Kdo3bMiadpKcP1/O06sX42JiFK/YycmJoVkZ58yh9tKlS8ve8PDh5Pr1KdrTuO4Z6t+3T27kkjl+/LgSJdBnQ6fNZ599pnSupLZtZd2urmQ64+sZ6o+L0wm7XQsIoLOzs1K+vhk7dqzidUidO8vaixYlg4Kyr/1DHjyg1KsXRwwdSgB0cHBgRESE3rRrxtEBMP7uXTns3rdvhmHLLOvfvFm5B9f26qV43vrs8Gq0Ozs7yzvCwjI0lNnSf+yY3OYCvNWvn+LBPnnyJEvahLHMIh9TUUePHiUgT+gJ0R7bCw0ltaZgp+ohrV6d4n2OG8cHDx4oSwbat2+fJ2OVd+/eVW6qMydOyJNhAPKrr1KlTbOHt3ix8oCdmT2blpaWSvhVndVxwhxy/PhxAqC5uTmDHzwgXVxkLcOGZU27JMmzS5P1h0+apIxTmpmZ8eTJk7mm/cKFC9SMbb+/dUt5yDl9eprp09SvVstGUhOG27KFO3bsUCZOtG7dmkkZzfzNIUlJSUqjd3XVKvnYxsbybO50SNc7uHRJ7lAmz15cu3atcg+VKVOG79JbovQRaLRD0zlRqTINAabr2YSEkL/9pvwZERHBbt26KeVv27ZNr9onTJiglJ3VJRJZ9swiIhhTqRLHJXdAAXDSpEl6VE926dJFKTvo7Nksja1mSb8kkY0bkwCvV6tGTw8PAmCrVq2yrE0YyyzyMRWl8cwGDx6caVp/f3+OHj2a/lu3kmXLyg9r9eq8HRCghEIrVaqk195oRmjGzFq1akVu3CjrsbdPe2q/tn5/f/L77xVDs7VzZ2UWbcOGDRkVFZXr2jUTNPr27Ut+912Kh5BOI6KjPTpangiRrP/60KHKOLGZmRkPHz6cq9rXrl1LACxWrBg5ZIiso2bNDJe16Oh/+JBs0EDRH9mvH0cmz34FwGbNmuV4vVlmPHr0SDlOQOvWsoahQzPNp6M/KIgcPFgx9CccHVm3dm2l3AYNGvDt27e5ov+LL75QjvOwdWsyCxO4dLSTsv5Ro0gzM1KlYvypU1yzZo3iERsaGvKnn37Su/aQkBBFe8emTRnRv7/snWVXvyTJhmrYMDIujhEREVyxYgVdixRRyh89erTeO7wxMTEsVaqUHLkBuNXenlIWZvun0k/K10Br0uTzgACOrlRJicx5eXllawhCGMss8jEV5enpSQByAxsTI8+ozMgrjI2Vx/gA0tGRR7ZsoV3yNPnSpUvnWugvLSpVqkQA3Lx5M1mrlqzpu+8yzqRWk19/TQKMBjgyeSIJIM9EjY6OzhPtGi/wl59+IosUkbVv3Jh5xgsX5GU8AGMMDfltq1bKA+bq6srzaYy56ZtWrVqleDeOjrL2I0cyzxgRQX77LWluTgJMNDfn+j59lHWxADhq1KhcXR9HpnhnVYsUYeyUKRl6lQqaBrp/f9LYmJEAfwVY08FBKc/U1JQLFizIFY9YQ1JSEqtUqUIAtC9YkL8WLcr4rCyLev1aDlW2bEkaGFACeBngRBcXnbV+xYoVy9UXiRw8eFC5X50Bznd25rPduzPPmJQkjyfPmEGWL88QgFsAdqlUSedlAEWKFOGePXtyTf/Tp09Z1sdHOZ63SsVZ9erxytatVGe01CM8XA61zp5NVq9OCeCTli35008/sXXr1ornqYlsvc5sPXKq4oWxzBI5rShJkpQwZlBQkLzMAiDr1087Q1SUvO4MYLyFBb/t31+ZAl69evVsX+CPRbMQ+co//6SE84KDM870+DFpZcXDAL21Golx48blaiP3IUbJb08p4empjJlmOuU/JoZ0dGQcwB+trOicvHBfMz6WG5Nh0uLAgQPKcTevXi1PTMiKgatXjwT4AuAiLy96aRlJT09PHjx4MPfFkzx79qxS/8UsLPi9iwuf/vUXpQ89Ea1OY+R33/E0wCUAmwE0Sb7vNeOHgwcPlp+hPCA0NJQVfX2V4zuqVOxbvDjX9+7Ny0uXMuyPP5iQHCJMSkpi+IkTvA3wb4CLAHaB/FYr7ZCui4sLFy9ezLhMxuD0wfHjx+np4qJz/NLGxvzS05Pf1a/P1SNGcOfOndy9ezf9f/yRvxctyqXGxvwaYGuAxbTyabbixYtz5cqVuRaR0CY6Opozx42jZXLbqdmsAdaytGTfvn05adIkLl68mKvKl+cPBQtyKcDJAPsBbAj55QUfnkPdunVz/AwIY5lFPqaiNIuar127Rk6cKDfc/funThgWJi8JAHjM2Jg+yR4pAPbv358xMTF6OJPsUahQIQLgd/36pYQx0yJ5YbMkSTx79iybVKyo0xPdv39/3gonWaxYsZRwoL+/3OtMi5cvybg4SpLEa9eucUyLFrTXaujc3d25bdu2PFvPqqF9+/aKhj516/LCzJkpPWtJkkNMv/1GPnvGuLg4Xr58mYt692YTc3Maa/WiHRwcOH/+/DwJfWtz5MgROiffP5qtsErF6gUKsLWlJduamrJV2bKsXr06ixQponQKtTdvb2/OnTtXd6w/j4iPj+eCiRPppLWQ/cPN4IPG/MPNwsKC7dq1459//pmtBfD6IC4ujmsXLWK9woVpkIHG9DaVSsWKFSty7NixvHDhQp7f/yQZGR7OX4cMYavChVkwB+dgaGjI2rVrc9asWR89EUnfxlK8SD0NzMzMlC9BsE8fYN06YNYsYPJknXTq3r1x6LffMN/ICCeSkgAAjo6O+P7779H1wxeS5xEqrZe4P/rjDxQrUgSoXTslAQkcP46Qb7+Ff4kSWBMQgCtXrgAAjI2NMWTIEEyfPh02NjZ5rFz+moi9vT0AwMjICN0qVkQLb2+UbNUKloaGiLt1Cy+PHsWdixdxpWZNHHn2THmhPQC4ublhwoQJ6NevX758RiwpKQkjR47EypUrlX1WAEoYG8NOkmCsViMcwEsHBzx69w7qDz6JVrVqVfTv3x/dunVDwYIF81Z8MlFRUVi/aBE2rViBS2/fIimT9M5OTqhcpQrq16+PVq1aoVSpUjr3YH6QEBeHUz/+iP1btuDK48e4GRmJN0lJ+LChs7K0hJu7O0qUKIGqVauiatWqqFOnzifxxZHXT5/iwvr1uHL2LJ49f44wMzO8MTMDZQcHBWNj4ejqikJeXihZqhRKly4NX19f2Nra5rd0hcS4ONzevx93bt3CPUnC69ev8e7dO8SEhMDQ0BBGVlawd3aGk5MTXF1dUb58efj4+Oit/sVXR7LIx1RUjx49sHHjRgBAGy8vDH/0CGWbNoXp8uV4ERqKW2/e4MSJE9i1YweCQ0MByIZmwIABmDlzJuzs7PR+Plnlxo0bKF++vKLJr3x5+MbEwLpYMUS+fInHd+/iSmQkbmnlMTU1Rbdu3fDtt9/C09MzX3RrePv2LXr16oV9+/ZlKb2ZmRmaN2+OAQMGwM/PD4aGhrmsMHPOnTqFpQMH4sDdu4jMIJ2trS2qVasGPz8/tGjRAiVLlswzjVkh9s0b3Ni3DyGPHuFVVBRgbg5DZ2fYubqiSJEi8PDwQKFChfJbZpZQq9V4//494uPjYWpqCjMzM1hYWOS3LEEuIoxlFvnYimrSpAmOHj2aaTo7Ozt0794d48aNg9sn8t2+wMBA9OnTB8eOHcswXY2KFdGhWzf07t0bDg4OeaQua/x75gy2TJ2KS5cu4XF0NKJJmBkZwd7aGl6lSqFivXqoWasWGjZs+El941GbhOho3D92DA/v3kUkiQQrK1glfy/Ry8sLrq6u+e6FCQT/VYSxzCL6qKjr169j+fLlOLZnD568egUAsFSp4FW2LOrUr4/GjRujRYsW+RLyywoBAQE4sm4dHp04gcjwcFhZW8O5VCn4tm+Pag0aoHDhwvktUSAQCHIFYSyziL4rSpIkqOPiYGRuLrwBgUAg+MTRtw3In8+W/z/EwMAABp9ouE8gEAgEuYtBfgsQCAQCgeBTRxhLgUAgEAgyQRhLgUAgEAgyQRhLgUAgEAgyQRhLgUAgEAgyQRhLgUAgEAgyQRhLgUAgEAgyQRhLgUAgEAgyQRhLgUAgEAgyQRhLgUAgEAgyIV+M5YgRI+Dp6QmVSoWAgIAM05JEo0aN8uX7igKBQCAQAPlkLDt27IjTp0/Dw8Mj07RLly6Fl5dXHqgSCAQCgSBt8sVY1qtXD66urpmmu3XrFnbv3o0JEybkgSqBQCAQCNLmk/3qSGJiIgYMGIC1a9fC0NAw0/Tx8fGIj49X/o6IiMhNeQKBQCD4H+KTneAzY8YMfP755yhdunSW0s+dOxfW1tbK5ubmlssKBQKBQPC/widrLE+cOIEVK1bA09MTderUQUREBDw9PfHq1as000+cOBHh4eHKFhQUlMeKBQKBQPBf5ZMNw546dUr5/9OnT+Hr64unT5+mm97U1BSmpqZ5oEwgEAgE/2vki2c5aNAguLq64vnz52jevDm8vb0BAP3798eePXvyQ5JAIBAIBOmiIsn8FpEbREREwNraGuHh4bCysspvOQKBQCDIQ/RtAz7ZMUuBQCAQCD4VhLEUCAQCgSAThLEUCAQCgSAThLEUCAQCgSAThLEUCAQCgSAThLEUCAQCgSATPtmXEvx/5fnz57h//DjCLl4EDAzg1LAhKtatC1tb2/yWJhAIBIIcIozlR0IS//77L37fsAGH/P3xOCxMN8GyZTAyNMRn7dtjwYIFKFq0aP4IzQCSePz4MS5evIgnDx4g5PJlSGFhsADgXbYs6g4fjlLly0OlUuW3VIFAIMgXxEsJcoharcbWrVsxZ84c3L59W9lvCMAbQBErKyAhAU/j4vA4+Tc7OzucOHECZcuW1bue7CJJEk6dOoWtW7fC398foaGhGaavVqUKln7/PWrVqpVHCjOGJK5du4bTp0/j0qVLuHfvHkJCQvD27VsYJCXBQqWCp5kZKru5oUW/fmg+dGiWvl6TV0iShEePHuH27dsIDQ3Fq1evIEkSjIyMUKhQIXh6eqJSpUqwt7fPb6npEh8fj1evXuHt27eIjY2FiYkJLCws4ObmBnNz8/yWlykkkZiYCCMjIxgYiBGp/xr6tgHCWOaA48ePY8iQIbhz5w4AoECBAviiXj18ceQI6n31FSwnTQKcnICQEGDJElyPikLfS5dw+fJlVK5cGRcvXsw3Ly0+Ph4bNmzA0qVLFf0AYGxsjEqVKqGUlxdcDhyASZEieKdS4dbt2zilViMBgJGREbZs2YKOHTvmi3YAuH37Nn755Rfs3LkzWy/L93Z2xo/r16NZs2a5qC5jnj17hl27duHAgQM4c+YMoqOjM83ja2GBXn5+6Lt6NazyMZRPEjdv3sThw4dx+vRp3Lp1Cw8fPoQkSWmmL1KkCGrWrIlm3t7o9NVXsHZ3z2PFKSQkJODs2bM4e/Ysbty4gdu3b+PFixd48+YNkpKSAMj3v0vhwnBzckLFGjVQvUYNNG/eHA4ODvmmW5vExEQ8fvwYoaGhCA8PR2RkJIyMjGBqago7Ozu4u7ujSJEiMDExyW+p6RIVFYXIyEjEx8dDkiQULFgQVlZWMDMzy5Xj6d0G8D9KeHg4ATA8PFxvZUZFRbFfv34EQAC0s7Xl7NmzU44REpJu3hcvXtDc3JwAeO3aNb1pyiqSJHHHjh308vJS9FtaWLCPnR0PFCvGGO16kqSU/w8bxjCAnUuVIgAWLFiQL168yHP9p06dYsOGDRXtAGhubk4/d3d+a2TEP5cs4blz53j//n3e//13Xho5klv79+dgNzfaauX59ddf81S3JEncu3cvmzVrRpVKpaPfzMyMlT082M7Ojv1r1eKgQYPYt29ftmzQgCW00gGgk7k59+zZk6faSfLJkyf89ttv6eHhoaNHsxkBLATQA6ALwIIfnCMAmgOc4OfHiIiIPNMtSRKPHTvGrl27smDBgmlqz2wzNDRki6pVeWzJEkraz0QeEBUVxW3btnHw4MEsXbo0DQ0NM9erUtG3SBEOHjyYu3btYkxMTJ5q1iBJEq9fv87vv/+eX375JcuVK0dra+t0dduYmLCygwO7lCnDpV278sKWLUxKSvpoHfq2AcJYZpG7d+/Sx8eHAKhSqTi4SRO+dXAgAwKyXEadOnUIgFu3btWLpqzy8uVLfvbZZykNr5MTl/TsyXBzcxIg7ezI9Ax4mzYkwKSFC1mpUiUC4LJly/JM+/Pnz9muXTudBuyzdu3oP2QIY6ytZf0AOW1a2gVcuMBIgP2TOyomJiZ89OhRnmg/c+YMq1WrptMwNGjQgIvnzOH1kSOZ6OiYor9GjZSMiYlkQABfHDnCle3b0zs5r0ql4saNG/NE+7Nnz9ivXz8aGRkp2gsUKEA/Pz8urFCBhwGGAJQ0+osXJzt1ojRtGt+8ecOTJ09y5nff0cfMTMlf0tWVjx8/znXtR48eZeXKlXXq3dHRkV26dOG8efO4r149XgP4HOA7gK8BPgP4L8CNpqYc+dVXrFChgk7+z4oW5YuwsFzXHhQUxEGDBqVp4C0sLFjKy4s1ADYB2ABgTYDFAZqmYYQsLCz4Vc2afPTvv7mumyQjIiK4YMEClihRIl3DqFKpaGZmxgKZGP7ChQvzq6++YkA22tcPEcYyi+izos6dO0c7OzsCoLOzM48vXEgaGsqNxIgR6Wf84w/y+nXlT03DuX379o/WlFXOnTtHJycnAqCxsTGnTJ7MyIkTUxrpZs3I0ND0C3j1ity5k3zyhFOmTCEADh48OE+0b926VemRGhoacuDAgQy8fJls0iRFf8WK5LFjut6wNvPnkwCl+vXZqFEjAuCUKVNyVXdCQgLHjRuneJIFChTg119/zUcPH5K//046O6fo9/AgFywgg4PTLiwmhnEqFQdqGazQjK7XRyJJEletWqXTWDdq1IibN29O8VSmTJHv/9atyV9/zfD+kZKSuKdRI7oml1WmTBnGxsbmivaYmBgOGjRIx1gMGjiQ55Yvpzo6OiXhihWkhQXZtq18fxw5QgYGkgkJOuXdu3ePQytUoHFyeV6FC/P58+e5ol2SJC5cuJBmWp0LL09Pjqpcmf7t2jEoKEj2biVJ7piUKUN26kSOGUPOnk1p4UI+++Ybbp8wgSNGjKC7u7uO9/9tv35M+OD89Mm2bdtob2+vHNPUyIh+5uacAXAfwFvFizMiIiLFQ581i0kzZvD9vHm8MXYsd3ftyllVq7KlnR2tteoAAFuWLct7d+9mW5MwlllEXxX177//0sLCggBYvXp1hv3zD2lpKTd03bqRanXaGYODSVNTOd3ly4yMjFTCsLdv3/4oTVllz549ysNXpkwZBly9Kj9cmob666/JbIQ7RowYQQAcM2ZM7omm3HDMmDFDeViqVavGW7dukSdPkk5OsvYCBcilS2UvLCMiI+UG/a+/+P333xMAO3TokGvao6Ki2Lx5c0V7r169GKbxSPr2Tan7YsXIDRtSNdCp+OUXEqDa3V3pbC1cuDBXtCckJLBPnz6K9lq1avHstm1k8+Zy3Wt4+ZLMjtGYN4/PARY2NSUA/vzzz3rXHhMTw8aNGyvey9ChQ/ny9Gmyfn25vrWjIVFRZDYMdkC3bvRMrpOGDRvqPSQrSZKOka9Xty6P9e1LqUCBlHtdO4SdhWdWkiQeW72aTS0tlXJbt2zJ+Ph4vWonySVLlijHKOHpybVFijBCc59bWpL9+pH+/lkuLyEhgQcPHmTnzp1pkNzhNDU0zHZURRjLLKKPirp//77SW2rSpAkjQ0PlXh1ANmhAxsWln3n4cDldnTqkJHH16tUEwOLFi+fJ+MfRo0dpYmJCAGzVqhUjIyPlUKXmJv7hh4wLCAwktXrjarWa3t7eeRJG/u6775SHb9y4cUzUGMRJk2TtZcqQOehwTJ8+nQDYs2dPPSuWSUpKYps2bRQPcMeOHboJzp4lrazIOXOy3ljHxZHLl5O//650IPr27at/8aTSYBsYGHDRokVU//GH7IEBZKVK6XvvGREdTXp6kgBntmpFAOzSpYvetQ8ePJiAPKb+98GD5OLFpImJrN3UlJw5M+eF9+nDBwDNkscN/9VzWHPjxo1Kva+cP59SjRopz2nlyuTu3Zl3CtNBiojgZktLmic/T998841etQcEBCgRlLGdOzNBM7Rjb08uWSJ3TD6C+zNmsKmWl7lr164s5xXGMot8bEXFxcUp4xZVqlRhVFQU2bu3fCO4upKvX5Mk/f39OWrUKPpr95yuXSONjOS0hw8zJiaGrq6uBMBFixbp4/Qy5MmTJ7SyslK8KMXY3LtHenvL3koyaeqPjCRLlZIbueSGYdOmTQRAa2vrXJ2osWfPHuXBSDU2KkmykU824mlq17B1K/n+vfJnUlISixcvnmueDUn+8MMPci/Y1JSnT5+WdwYG6ibS0pSh/jTQGITc8Ox37dqleGU7duyQDbqmwa5Xj3zwIFWeLOnXPDMuLlwybx4BsGPHjnrV/uDBA+We+fvAAXLgwBTtLVqQz57lTDtJ/vMPaWBAAvysbt2078uPID4+XtE+cexYslw5Wbe1tRx5SKeDkmX98fFkoULcoRXG1+fzqx0uldaskXU3akRmMgkwO/e+2t2dg5KP4eLikuVwsjCWWeRjK2ry5MkEQAcHB3mM6O+/5ZvYwIA8cYKkfME142kA5AufmEhWry6n/fxzkuSQIUMIgO7u7rk2XqNBkiTWr19fCaPFfej9ah0/Tf1qNfnFF0oDxxcvGBQUpIzZzpo1K9e0x8bG0tnZmQA4atQoeeelS2mGKtPUrmHx4pRJJ2/ekCQXLlxIALS1tZW9bD2TkJBAR0dHAuCKFSvknUuWyJ7Z5cvZ03/xItm1q06v/OXLl7SxsSEA/vXXX3rXrwnxfvPNN3J4W2NsxoxJ06vJUL82V66QXl5MOnaMVapUIQDOnTtXr9o7dOhAADQyMiInTEh5TpctS9PYZFl7VBSpmYTVvTv9/PwIgD9kFpXJBklJSYqxOdChg3wsJyfyzp1082RZvySRw4bJY/aFC9PBwYEAeOnSJb3p12h3d3eXd4SFkZnMws2yfpJ88oQ0MWE8QNvk+Qvnz5/PkjZhLLPIx1RUcHCwMtanTMZ58UIecxo9Wkk3atQo5YIbGhpy9OjRKQ+rpSX5/Dk3bNig3FAHDx7U1+mly8GDBwnIyyoeP35MhoeTFy6kmTaV/lGjyCFDZP1GRuSpU3z79i19fX0JgJUqVUptfPXIunXrdDsV9+/LxqZFC52QcJraR4+WDb325KXkGbK7d+9W0q5evTpXtJ88eZIAaG9vL3vyf/6ZoiONaEKa+iWJXLMmZay7f3+SZGJiIlu0aEEA9PX11cu0em3evn2r3KMhf/2VMnktg45Rmvo1vHypmzghgdOmTVPCpCEZLLHKCdreDVUqWfvvv+dM+4ccOUK2bcur//5LAwMDAuCNGzf0pj02NlbRPqd8ebJKFTKTzlCW9Z85o9yDgb/8ougP/DDa8REsXbpUiUgE7dpFXr2aaZ4s63/2jCxdmgQYU6eOMtkvq8ZeGMss8jEVNXXqVMUzSzW+qPV3qh7S+PEpDeQff3DPnj3KbxMnTvzYU8oSHTt2JACOHDlS3jF6tNz4/fhjqrSp9CcvE6FKRW7dypCQEMUbKFSoEB8+fJir2rt27UoAnD59umz4qlWT9dSvn8q7TKV90ybys89S6n/6dFKSuG7dOmXstlevXrk2XvzVV1+lNNgvXshjNoA8dp0V72bNGnkijUZ/mzbk+/eMiIhQxkHNzc316hVoOHHihKL9Xdu28vE7d85wjDJN7yAiQh5XNjcnDx0iKRv6r7/+Wil/zZo1etffqVMnpfyYI0cyHZ9M17NJSJCN7KZNOunv3r2rzC79PDlapE/WrFlDADQ2MuLWNm3ITJbXZOiZfRi5mjmTLxYtUp7j+vXr61V7TEwMy5YtSwB0BXikePFMxymz5FkmJipj3TFFirBT8ni3u7u7CMPqm4+pqNKlSxMAN33w0KSFv78/R48eTf8FC2QvyMCAHD2a69atU9ao9ejRg+r0Zs3qGU0o8OzZs/J4mWaSw4ED6esfMYL+deumNNQ//cR///1XGWe1t7fnda0lMLlFuXLlCIALFiyQl90A8oSYdHrCSt3PnCmPIwPy+W7YwHfv3um8QKJTp04pY7e5wPjx45VjRX/zjaylQoUMZ7v6+/tz9JAh9P/8c9LMLGUyyvz5pFrNEydOKGvWzMzMuHfv3lzRLkmSon3S11/LY9pPn2aaT6n/TZvkMc7ChVPuod69ef78eZ11prkVwo+OjlbC9+38/Bh15kzWtfv7yx7MvHmku7us3daWfPWKarWaP//8s+LRFC9enG+Sw/r6RJIkdunSRamnL2xseDOTiSw6+hMSZA940CBZe7J3l5CQwLVr1ypLx2xtbXn//n2963/69ClLar3spJmFBQ9++y0TM4hC6egn5c7x5cs6Y/qJGzdyi7c3SxYrJncmjI15KLkTlhWEscwiOa2o2NhYZXZXWFiYPGbWt688Zpke58/LjTrAuMaNOXrkSOXG+fLLL3N1fZM2kiQpoZagoCDZu0LyBI2MPKq4ODn8Y2TEqDVr+PXXXyvllCpVig/SmNyRG+iE0xo1yvhlA9o0ayan9fZm3KlTXLVqldJAaDzV3O6svHjxQjleN1tbJgCpPJQ0mTxZdyLNnTu8fPky27dvr5Tn4uLCc+fO5ar+X375RQmnze/Zk4lpTIpJxaFDZI8eKTNmAaqLFeOh6dPZKtkTAEBLS8tcX1t8/PhxGid3TosZGHDbiBFMzGhsOiBAvrdq1Uqpf4AsVIjvp0zh6h9+YKnkt1Zpoky5+eaqpKQkftO/Pw20noF6lpZc3rQpb8ybxyTt8OarV/JEt9Gj5XtGMwMVYDTAQ59/zjFjxrBw4cJKWSVLlpSXX+USERERHNqhg45+B5WKPT09+fPAgQwICJAnSUZHk6dOkfv3y0u6Jk6U17va2TEJ4P0ZM7hx40YOGDBA6fgD8otUsmMoSWEss0xOK+rVq1fKBUpMTExZrpDedPe//1YM5XlfX/qWL6/knzhxYp55lKSuhzB+/Hh52jlA/vZb6sRqtc7Sl5jbt7lyxAidB6xHjx58r9XTy2169OihHHurZtwurfGhJ0901/ndvMnAHj343ZQpijesaSBOJE/Gygv+/vtvJbTkC3D3Z58xSTPZISZGXjqyYIFuxyswkFL58ryzciWXLlmi8+YZlUrFgQMH8t27d7muXZIkZbYtABY1NOS8pk15a9Uqqk+fJo8eJTdv1l1XXK8eJchvv/nDzY2DGzXS6aRoQt/6HqNMj5MHD9LF2DilkwHwKzs77vDx4YOaNZl08WJK4hkz5IkvAEMBnqxQgfM7dGArPz8lbA/Is7+XLl2q93Hi9Liybx87FClClVYdAqClsTGrVavGjh07cniPHhwPcCrAcQD7A2xtbMziVlY0TO7karZChQpx0aJFuTrXQJvHV69yeOXKdEjjtYcA6OTgwHIAa0N+C1E9gNUgvy7RKI30Dg4O/O6773L0DAhjmUVyWlGJiYnKhdq+fbvc6wHSHPPjkiWkoSEfAOxTuLDikdrb2+dayCwztG+068lGXPstQpQkubGuUYPSqFG8cuUKx48fr/P2jWLFimV5OYM+kSSJvXr1UnQ0Bfh769Z8+tdfVB87Js9yrV+fSQCfffkl9+7dy6lTpyrjMdqe2IoVK/KsgdBmz549tE1+iQUA2gJsZ2jIiQBXAlwH8FdfXy5evJjjxo1jy5Yt6eLioqPf2NiYX375ZZ69vEKDJElcO3s2HT5ocAsCrAKwBcDObdqwQ4cObNmyJcu7u9Nay7BoG5hhw4bx3r17eaqfJCNfvOC39evT8YNzAOQxwcKFC7NEiRL0dnVlEXNzmmsZV+2tVKlSXLhwoV7fLZ0dnl24wCVffMGGLi60SONcMtrc3NzYu3dv7tq1K8+iWh+SGB3NI0uWcEr9+mxUsaIykzuzzdTUlDVq1ODIkSN56NChj9Kvb2MpvjqSBtpfBHlaqxY8zp4F1q8HevVS9sfHx+NAx474fd8+7FapICVXY8+ePTF//nw4OTnp5Tyyy/Xr11GhQgUA8ufCWgOoX6YMijVrBtPQULw/dQpBwcG4AuCsSoVArcvv7u6OcePGYdCgQfn29YKkpCRMnToVixYsQJLWFy1MAFgAUAF4B/nJ+pD69eujf//+6NixY659ySArvAgJwdIuXbDm9Gm8yeLjZWJigtq1a6N9+/bo2rVrvn7tIubtW2wcNQo7Dx3C8ZcvEZ/JORgZGaFChQqoUaMGWrdujUaNGuX71y/iY2NxaNMmHN67FyevXcPdkBDEJyammdbAwACurq6oXLkyateujWbNmqFs2bKfzPdb1Wo1bt++jUePHiEwMBBhYWGIj49HfHw8zM3NYW1tDQcHB5QoUQIlS5aEi4vLJ6Ndm3fv3uHx48d49+4dIiIiEBMTA1NTU5iamsLR0RFubm5wdnbW26f0xCe6ssjHVNTRo0fRpEkTAICxgQGaShJ87OxgVrIkXltb41Z0NC5evIi4uDglT8uWLTF16lTUqFFDr+eRE169eoWBAwdi9+7dmaY1NzdHixYt0KNHD7Rp0+aT+ebj44cPsfarr/DXmTO4FRuLpA9+NzIyQqlSpeDr64tGjRrBz88Pzs7O+aI1PZISEnDx779x7tw5PAgLQ9i7d4iLiwNJ2NnZwdHREaVKlYKPjw+qVq36SX4DMikpCffv38eDBw/w9u1bREREwNjYGKampnBxcYGHhweKFi36SWrXRq1WIzg4GO/evUN4eDiMjIxgZmYGa2truLm55btxF+gfYSyzyMdW1KNHj9C/f38cP3483TRFihRBly5d0KtXL5QrV+4j1OYON2/exM7ZsxFw8iSCIyMRb2QEm0KF4OTjg/JVqqBq1aqoXbs2ChQokN9SMyQxMREhISGIjY2FWq2Gg4MD7O3tYWRklN/SBALBJ4owlllEXxV1/fp1HN+9G8/+/htxkZFwcHVF0S++QM1atVCiRIlPMtwhEAgE/+sIY5lF9P6VbIFAIBD8v0HfNsBAD5oEAoFAIPhPI4ylQCAQCASZIIylQCAQCASZIIylQCAQCASZIIylQCAQCASZIIylQCAQCASZIIylQCAQCASZIIylQCAQCASZIIylQCAQCASZIIylQCAQCASZIIylQCAQCASZIIylQCAQCASZIIylQCAQCASZIIylQCAQCASZkC/GcsSIEfD09IRKpUJAQECaaY4dO4Zq1arBx8cHZcqUwfjx4yFJUt4KFQgEAoEA+WQsO3bsiNOnT8PDwyPdNLa2tti6dStu376Ny5cv4+zZs9iwYUMeqhQIBAKBQMYoPw5ar169TNNUrFhR+b+ZmRl8fX3x9OnTXFQlEAgEAkHa5IuxzC5hYWH4888/sW/fvnTTxMfHIz4+Xvk7IiIiL6QJBAKB4H+AT36CT0REBNq0aYPx48ejSpUq6aabO3curK2tlc3NzS0PVQoEAoHgv8wnbSwjIyPh5+eHdu3aYcyYMRmmnThxIsLDw5UtKCgoj1QKBAKB4L/OJxuGjYqKgp+fH/z8/DBlypRM05uamsLU1DQPlAkEAoHgf4188SwHDRoEV1dXPH/+HM2bN4e3tzcAoH///tizZw8A4Pvvv8eFCxewc+dO+Pr6wtfXF7Nnz84PuQKBQCD4H0dFkvktIjeIiIiAtbU1wsPDYWVlld9yBAKBQJCH6NsGfNJjlgKBQCAQfAoIYykQCAQCQSYIYykQCAQCQSZ8srNh/7+hVqsREBCAc+fO4drhwwi+ehWR4eEws7SER4MGqNWoETp06CDGTwUCgeD/IWKCz0dy8eJFrF+/Hjt37kRYWFiGaa2srLBkyRL069cv1/Rkl6SkJFy+fBmXLl3C7du38fjxY7x/9QrRoaEomJiIwsbGKF+5Mpp+/TVq1a4NA4NPMxgRGRmJyMhIJCQkwMjICI6OjmIpkUDwP4y+bYAwljmAJPbu3Yv58+fj7Nmzyn4rADUBVFWp4FmjBqzd3RHz11+4W6AAdtra4t69ewCAVatWYfDgwXrVlB0SEhKwf/9+bNq0CYcPH0Z4eHiW8pUqVQrLli1D8+bNc1lhxjx8+BDHjh3D+fPnceXKFTx9+hTv379Plc7ezAwV7ezQoGxZdJo1C8WrVs17sWnw/PlzXLp0CY8fP0ZQUBDCw8ORmJgIIyMjODg4oEiRIqhQoQIqV678SUUi1Go17t27h8ePHyMkJATv3r2DWq2GoaEhHBwc4OTkBB8fH+WLQp8asbGxCAkJQWhoqHLPq1Qq2NnZwcnJCa6urjAy+vSCbbGxsXj69CmePXuGiIgIJCYmgiTs7Oxgb2+PYsWKwdHRMb9lfnLo3QbwP0p4eDgBMDw8XK/lXrx4kXXq1CEAAqCxsTG7d+/OA0uWMN7EhKxWjbxzJ1W+pKQkTp48mQBYsGBBvn//Xq+6ssKrV684bdo02tvbK/oB0Nramq1ateKECRO4dvly7jIz498lS3Jnly5cVr48uwG0NDIiAKpUKq5atSrPtQcGBvLbb79l6dKldbRrb4aGhixQoACNVKo0f2/frh0fP36c59oTExO5f/9+DhgwgEWKFElX/4ebkUrFps7O3DZmDJMSEvJcN0k+efKEixcvZoMGDWhhYZEl3dbW1uzw2Wf8bc0aRkdH54tuUm4D/vjjD/bq1Ys+Pj40MDDIULepqSkrly/PoYMH86+//mJsbGy+6JYkif/++y9HjRrFihUrZqobAB0dHenn58dFixbx9u3b+aJbw4sXL7hp0yYOHTqUTZs2ZalSpVioUCHa29vT3t6eXl5erFGjBr/44gtOnz6dO3bs4IsXL/SuQ982QBjLLBIbG8tvvvlGuXHNzMz4zTffMDQ0NCXRpUtkYmK6ZajVapYoUYIAuGvXLr3oygrR0dGcNm0aCxQooDxczs7OHDduHM//+iuTRowgJSklQ0hIyv9HjyYBvv/ySw4aNEhuxI2MeOvWrTzRfuPGDX7++ec6DYaRkREbNGjASZMmcdfmzbw5ciQjHj5U8kh//sl3NWvyUvfuXNm6NZupVFQl57WxseHJkyfzRHtUVBQXLFhAd3f3VEa9fPny7NyiBb+uUoVzbG25yNaWc2bP5tixY9m+fXt6mJnp5ClnZcXLFy/miW6SPHfuHNu1a0fVBx0PCwsLVqpUiW3atGGvzz9n35o12bNYMba0tGR5Hx8aGxvrpLczNOSMJk0Y++5dnmm/e/cu+/fvT1NT01RGxdzcnF4eHqzs4sIq1tasZGpKD4CmaRggW1tbjh0zhiE3buSJbkmSuHv3bpYtWzbNDkj58uVZv359Nq1bl008PFjJxoaupqbKva29ValShatXr2Z8fHyeaCfJq1ev8rPPPqNRcsc6u1t5NzdO6d+f9/Rk7IWxzCL6rKgnT56wQoUKykXt1q0bgwIDycmTyevX086UkEBevZpqd5s2bQiAP//880frygpHjx6lh4eHor1y5crcvn07kxITyQULSCMjEiDXr0+7gL//Jtu0IfftoyRJbNmyJQFw7Nixuar73bt37Nu3r05j3ahRI27atInv3r0j1Wryl1/IQoVk/cOHp13Qs2ekoSFvAaxRsaLSCIaFheWq/u3bt9PV1VXRbm9vz6+++ooHDxxg1I4dZJ06sm7NZmJCPn2aUsCFC7y3bBmn1qxJ2+QyzExMePjw4VzVHR0dzQEDBug0Yg0bNuTy5ct569YtJj1+TM6aRZYsqasfII8eZXx8PM+fP8+pdeqwqFYZxc3MeCsgIFe1x8fHc8KECTqNdYkSJTh+7Fju3bqVISEhlCSJPHs2lXY1wEcAtwMcXKuWTgSgIMClnTvLeXOJ6Ohofvnll8oxCxQowO7du/OPdev4fPlyWbOGGzd0tEcBvABwCUA/gEZaHcuiRYtyz3ff5ZpuUjbyc+bM0enQVvT15ag2bbiualUecXHhtatXeevWLd66dYunGjbkToALAfYGWC4Nw1mvXj0ePHjwo+pcGMssoq+KOnPmDB0cHJRQx+7du+Ufpk6Vb9ZChci0jrF6tfz7V1/p7NYY3dz2LJOSkjhp0iTF2Li7u3P79u3yzRcXR/bokfLAffEF+fZtlsr9+eefCYCtWrXKNe2nTp2im5ub8uB07NiRN2/eTElw6xZZu3aKfi8v8o8/0i7s6lWyfHmyYUPGxMQo9T958uRc0Z6QkMDBgwcr2j08PLh27VrGxMTIDV7Vqim6DQ3Jdu3InTvJyMh0y3xVvz79tIzuy5cvc0X7q1evWLlyZUV7jx49eEd7SGHNGlKlStFvZETWrUtOm0b6++veQ5LEpMBAbh4wgC7J96CNhQXv3r2bK9qjoqLYtGlTRXurVq14+sgRSrNnk87O5KhRKYljY8kvvyS//548epR89IiMjpY7YGo1mZDApKQk7tu3j9W1Ojzd6tZlUlKS3rWr1WqlE21oaMgJEybw3c2bclSnYEG5rrt2TckQHU0OG0YuXUpu3kzu3UsePEju2EH+8gtfHDrEhQsXsnDhwor2IZUq5Yp2kly1apVynM6dOvHWjBmkm5tuh0TbWzx4kFy0iFyxQj6H6dP5omdPbixZki2trWloaKiU18DHhw+OHs2RLmEss4g+KurUqVPKOE2lSpUYGBgo//Dbbyk3QVoeYmQk6eoq/750qbL74cOHBEADAwPd8K2eiY+PZ+fOnZUbbuDAgYyKipJ/DA+XGzhNY/3jj7ohWA2vXqVZ9pw5cwiAXbp0yRXtO3fuVMJn3t7ePH36dMqPkiTrNTWV9VtYkEuWyF58RiQlkckGZt26dQTA+vXr6127Wq1mly5dCMhju5MmTZKNpIb9+2Xd5ubkuHFkcHDmhT59SpqbMw5geW9vAuDs2bP1rj0pKYn169cnADo4OPDYsWOpEwUGyh5wgwbkunVkFsfdXzVsyGrJ92KlSpWoVqv1K55kr169qAkT//nnn+T27aSLS8pzWqqUbAiziToxkT/UrUujZP0TJkzQu/ZNmzZRM7Rz9NAhcuFCskCBFO0lSpDz5mW73OjoaI5r2FAJ0/Zo3Fjv3vHz58+VdmbW1Kmkn1+KbicncuxY8t9/M39GNUgSnz9/ztGjR9MsuR0wB7h92bJsaxPGMot8bEVdu3ZNMZRNmzZNmahw7hxpbCzfDBMn0t/fn6NGjaK/v39K5mHD5N89PeVebDK9e/cmAPr5+X3MqWWIWq3mF198QUCefLRx48aUH9+9I6tXl7VZW5OHDqWt/9490taWHD9eZwxWrVYrntmKFSv0rv306dPKmFe7du0Y+aG3tXBhyoPo50f/NWtSa9dw4UKax/j9998JgHXr1tW7/iVLlij1rkQOPpzg8tNPZPJkhjTr/kNCQ8lOnch69bhi+XICYOvWrfWu/bfffiMAWlpayl68JJGrVpH9+ukm1ApfZ0n/qVOkoSFDAVomP0///POPXrUHBAQondDjR4+Sgwal3CceHuSGDeQHY3dZ0q7hjz+4FSnj5U+1w+V6QPHKOnYk27dP0V67NnngQJqd2ezo/7NJE8XYr09vuCWHrFmzRtGf0KyZrNvMjFy8WKft+5Cs6H908iQbFSwodz4Bbt26NVvahLHMIh9TUW/fvmWxYsWoGa9RvIP378miReUbokMH+u/apYROAMgX/vjxlJtda3zp8OHDSkj0/Pnz+jrNVMycOVNpsA8cOKD7499/y96knR155Qr9/f1T63/+XG5gALJGDZ1GRuOVWVpa6j0UGBMTo0yE+fzzz5mY1kSp16/JYsXIJUvov3t3au2k7D1MmiTrX7IkVRGff/45AXCUdlhOD0RERNDS0pIAUmYLb94sezdBQanSp1n3GRETwxUrVhAA27Rpo1ftarWajo6OBMDp06fLHaS+fVPu43//zbn+x4/JKlXI7t3ZqVMnAuD8+fP1qt/a2lppsJXhBZVKvg/SaLCzVffR0XIYH2BtFxfd66snNNoXtGiRMn79yy9pR3yyq58ku3blbKSM4eqToKAgRX+gt7cc7Umno6ohO/qTnjzhQKRMzlKie1lAGMss8jEV1a9fP2oGx9+8eZPyw5dfpniM799z1KhRygU3NDTk6IED5dADoNMjDwwMpJOTkxISzS3u3r2reGa//vpr2ol27CCTJ1qkqd/HR9ZfvLjiAZHyTDfNbNo5c+boXbvGELi7u6eEjMnUjV1cXNraR4+WQ8xt26Y08jNn6mTdt2+f8mDrjIHqge3btxMACxcuLIe6tmwhDQxkHdOmpUqfpn4NAQFy+EprjEmtVrN69eoEwJkfnNfHolarlXr5de1a+d4FZP0LF6bZaGeoPylJd1Z4XBwZFcV27doRABcvXqxX/doTQ2hqKo+l7tyZbvoMtWsTEUHWqqXMTeiVbOz1HQbXdLImT5hAjhghh+szIMv6JYlcvpwEGAEonXV9L9No0KCB3ImrUYNJmjkd+tBPktevMwlg7eTrO378+CzrEsYyi+S0oq5cuaI8eGfOnEn5ITJSnpxhaKjMTEvVQypVSn6wypQhkxv8Fy9eKMtFypYtm6vrzvr06UMAbNmype7YRDoD+6n0Fy4s63dxIZ88UdJdvXpVWZvZuHHjXJko0KRJEwLgUq0xXj5/Lk/eSWNcOJX2uXNTvH5TU/L333XSnz59mgWTQzojR47Uu36XZK8DgDxb0cxM1jJwYJpjZWn2ruPiyDlzZM/iAyOriRgUKFCAIdpLe/SERvvEDh1SxrN37Eg3fZr6JUmevFGuHDllik76R48eKWPRFzLxPLLLt99+q+iPvnKF1B56yKr2tJAksnt30saG0UePKtd4ZwaGOCdoQpk2NjZ8kIWJf1nWv25dyozZceMUY6nvmeCXL1+maXInvb2Zmc4yro/Sf+uWHEkCuD554lmDBg2yrEsYyyyS04rSGJzOnTun/jEpSXcKN+ULP3rUKPo3aSLfmDY2ZPKMvwcPHrB48eKKx5SdEEJ2kSRJCUfprCM8eFAOI127lmY+f39/ju7Shf42NrL+YsXk2YHJ/PHHH8rYbbVq1eRlG3pG27NRxljj4+XwHUB6e5PaE2W0tQ8dSv/27VNmaXp4yOPKyUiSxF9++YVmyesWGzZsyLhk71SfaLw+AJSaN5e1NG+e4aQSf39/jh49mv67dsmzeZMbBgKyh/ziBRMTE5WXWQDgTz/9pHftZMrELXczM74CyG++yTSPov/PP8lNm3Rn+jo4kMlRmdDQUJYpU4aAvPxH35NMoqOj6ezsTADsWLMm47OwREXRrt1QR0aSa9cqkReSZHw842/dYocOHZTnWN8vK0hMTGS18uUJgK4AL65blzP9kqQTDWJMDFm5MjlnDufMnk0ALFasWK4sgdmxZQtNku9RN0ND7hw3jlIGneo09X9IvXrKbPcpI0cSANu2bZtlTcJYZpGcVJQkSYoHdfz48axmkqela8JWf/1Fkjx48KCy5MTd3Z337t3LyWlkmdDQUKVBTdDMPIuKSpkRmJE3tXOnnKZcOeWFBK9evVJmGGoaudwwlBo0x/H19ZV3TJsma7K1lce90uPGDdkLAsjevXWW8dy+fZt+fn5K2a1bt841z/7+/fvKceZpDIZWpyNdVq+WOwOaPC4u8oQUSeL58+dZs2ZNpdxpaYRz9UVERAS9vLwIgKUBXps0KfNM586RffrIHUSNflNT+Xl484aSJHHXrl2KR+bi4pJrHcYjR47QOHmdX0VTU15cuzZrGUNC5Pru1i1lBmq7dsrPly5dYtWqVQmAJiYmac8S1gNhoaEsldwpNQI41seHr7dtS3tZmga1mrx/n9y2TZ5UWKyYfP9ohcCTYmM5f/78lDB7esMzeuD01q0sqrXG1dfYmGubNmX4nj3pZ0pKktdC791Lfvut/GIXDdeuUWrXjhuWL6eJiQkBcNOmTVnWI4xlFslJRQUHBxOQZ9Upb75ISpJnBUZEpM4gSfKMUU1DsW4dIyMjOTK5FwTILwHIzWUiGp4+faoc8/79+/LOefNSxlg/NBIf9vq2bCEjIhgVFcVFixYpnQaVSsVvvvkm7Qk3ekQzngWAp//+m7S0lLVv2aKbMDGRPHFCd9/cuaTWA3nx4kV27dpVCfMYGxtz3rx5ubJkQZvlybNVAbAnwOfaYXxSvl+ePtUdA/zss5ROwfTpTHz/nn/99Rdbt26tlGVpacnNmzfnqnaSvHPnDoskRyeMAQ50d+etoUPJH36Ql0B9+y354EFKhvnzdY38zJnky5eMiYnhli1bWKtWLeUcfHx8Uu7LXOLg+vW003qJhZ+5ObfWrcvoCRNSh/I7dNBdWqLZihdnzOzZ3LVzp7L2EZBfZJFqwpyeeR8UxA5a6zrNAQ4AeKRQISZcuZKScP582TBqQv3am4kJeeECY2JiuHHjRvr6+irljRgxIldfrECSUWFhnFSnDgtC661JhoZs27Ytly9fzmv79zPezU1ukxwdddftAuTXX5MkQ0JC+Ouvv+p0Frt06ZIt/cJYZpGcVJT2zC7FO/vnn5SF79qNrVpN9uqlXOSkZcu4ceNGnbGrYcOG6a6zy0W0Q5l2dnbyG3q8vGR92r3JpCQ51OTlpfPGmEePHnHSpEnKrEgALF++PP9NYyZkbpCUlMTGjRsTAA0NDDgc4H1zc7me4+PJM2fk0KCmgdOaoJOQkMBz585x+vTp9PHxUfQD8szR3G6kNUiSxNmzZinr2kwAtrOy4urixXmjTBnGWlvraJckiW937uS5MWO4atkydu3alba2top2lUrFXr165Wr4/kNCHz3iZ1r3MAD6ABwOcAPAf6dP57Nnz/j27Vu+P3mSob1789qvv9J/1y7OnDmTLVu2pLm5uZLX1NSUkyZN0p20lYuEXLvGHl5eNNDSbwywpqkpR4wYweXLl3PXrl08XLIkzwA8CnC3lxdXNW/OUZ07s379+jqvyVOpVOzevXueXoO/Fi9mpeSolGaztrRks2bNOHnyZK5t25ZHAF4CeN3YmNd8fPhP27bcMnYsp4wfzxYtWijDDgBoZWXFn376KdcNpTavg4I4t0cPlrKx0TkPjedcCmBjgF0A9lOp2MfWll09PFivTJlUr4c0MzPjjBkzsj1XQhjLLJKTikpKSlIu0IABA+SdX3+dEuL7kKlTGWVgwDW9eyuTeAB5Fu1fyeHYvGR28rgEANapXp37AcYB8lhMRIT8BpYyZZTZcSfbteOMGTOUMJNmK1asGH/99deUDkMeERUVpSwv0GwlDAzYTaXiNIBLAf4EcImFBad17sxevXqxZs2aOu+81YTLunfvzivavfE85Myff7Ku1nIG7c0GoJONDQsXLqzToGlv9vb2HDNmTK6H7jPi1Lp1bOfjo4Q2s7u5ublx+vTpDM7KixdygQdXrnBy58701Op8ZGdzdXXl+PHjdd9glIdIksTjx4+zf/fudEjD4GT1GsycOZOv0nnBSF6dx+XLlzl37lw2adJEZ5lPRptKpaKvry/nzJmT43tI38ZSfKLrA7Q/LbRs2TL0PnoU1nv3At9/DwwcCISEINTcHCdOnMCBAwew888/ERUTAwCwsbHB119/jTFjxsDMzEzv55QVNm/ejAEDBiAmWZMZAG9jYxRKSoIRifcAwgwMECR3lJR8KpUKzZo1Q//+/dGuXTsYGxvni34AOHzoEBYPH44j9+9DncU8dnZ2qFu3Lj7//HO0bdsWNjY2uSkxS9w4eBDb1q/H6Rs3cOnxY0TFxaWZrnDhwvD19UWVKlXg5+eHGjVqfDKfinr//j0OHjyIc+fO4cqVKwgMDERISAgSExMBAAYGBnBwcICzszPKlSsHX19fNG3aFOXKlfskPtNFEk+ePMGpU6dw69YtPHz4ECEhIYiOjkZMTAzMzMxgZWUFBwcHlChRAj4+Pqhbty6KFy/+SegH5G/OXr9+HefPn0dAQACePXuGwMBAREVFISEhAaT8uS4HBweULFkS5cqVQ8OGDT+Za6ANSQQHB+POnTt48eIFXr16hZiYGBgaGsLY2BguLi5wc3NDuXLlYG1t/VHHEt+zzCI5rajg4GA0bdoUd+7cAQAYGRjAS5JgY2SEeElCIIC3kqSTp2jRohgyZAgGDRoES0tLfZ5Gjnj27BkWL16M7b//jrA0vvOowdXVFdWqVUPLli3RsmVLODs7553ILBAeGIiTe/bgVnAwnrx5g4jISMTExMDCwgKWlpZwc3NDiRIlUKZMGZQuXfqT/TA1IDcS79+/R1hYmGJoLC0t4eTkBHNz83xWlz1IQq1WQ5IkGBoawtDQML8lCQSpEMYyi3xMRSUlJWHNmjVYtmyZ8sFmbVQqFXx9fdGgQQN07NgRNWvW/OR6cAAgSRKenDmDBxcu4J2JCRKtrWFtbY3ChQvDy8tLfDBWIBD8ZxHGMovoq6KCgoLw4NIlRF25AiM7O7g2aIBixYujYMGCelQrEAgEAn2ib2P5aQyMfMK4ubnBzc0NaN8+v6UIBAKBIJ/4dAd5BAKBQCD4RBDGUiAQCASCTBDGUiAQCASCTBDGUiAQCASCTBDGUiAQCASCTBDGUiAQCASCTBDGUiAQCASCTBDGUiAQCASCTBDGUiAQCASCTBDGUiAQCASCTBDGUiAQCASCTBDGUiAQCASCTBDGUiAQCASCTBDGUiAQCASCTBDGUiAQCASCTBDGUiAQCASCTBDGUiAQCASCTMgXYzlixAh4enpCpVIhICAg3XRr165F8eLF4eXlhQEDBiAxMTHvRAoEAoFAkEy+GMuOHTvi9OnT8PDwSDfNkydPMHXqVJw6dQoPHz7Eixcv8Msvv+ShSoFAIBAIZPLFWNarVw+urq4Zpvnzzz/Rtm1bODk5QaVSYfDgwdiyZUseKRQIBAKBIAWj/BaQHoGBgTqep6enJwIDA9NNHx8fj/j4eOXviIiIXNUnEAgEgv8d/jMTfObOnQtra2tlc3Nzy29JAoFAIPiP8MkaS3d3dzx79kz5++nTp3B3d083/cSJExEeHq5sQUFBeSFTIBAIBP8DfLLGskOHDtizZw/CwsJAEj/99BO6dOmSbnpTU1NYWVnpbAKBQCAQ6IN8MZaDBg2Cq6srnj9/jubNm8Pb2xsA0L9/f+zZswcAUKxYMcyYMQO1a9eGt7c3HB0dMWjQoPyQKxAIBIL/cVQkmd8icoOIiAhYW1sjPDw8z7zMpKQkhIaGIjg4GGq1GmYqFYoVKQLbDJbICAQCgUD/6NsGfLKzYf+/cPv2bWzbtg3//PMPLl68iNjY2FRpStvaosuoURg+fDhsbW3zQWX6kMTLly9x7949hIWFISoqCiqVCra2tvD09ISPjw9MTEzyW6ZAIBDkK8KzzAEJCQnYsmULli5dimvXrun8ZqRSwYWECYAoAGFavzk4OGDbtm1o2LChXvVklzdv3mDXrl04fPgw/vnnH7x69SrdtCYGBmhSqBD6DR+OzyZMgIHBpzXMHRkZiZcvXyI6Ohrx8fGwsLCAtbU1nJycYGhomN/yBAJBPqFvGyCMZTYgiS1btmDChAnKbFtjY2P4+fmhbYsWqLNoEYo/fgxDAOjTB/j6a7zfvRv7Nm/GnJgY3Hn8GGZmZjhz5gwqVaqkF03Z4ezZs1iyZAn27Nmj8+pAlUoFDw8PuLu7w9LSEtK1a3j7/DnuAXivlb9KxYrYsm2bMsac14SHh+PIkSM4e/Yszp07h/v37+P169dppjU1MUEJFxfU9vJCi4YN4TdqFEwsLPJYsUxERASOHTuGy5cv4/r163j69ClevHiBd+/eKWlsbW1RuHBheHp6wtfXF1WqVEGjRo1gkU+aNUiShFu3buHcuXO4du0agoKCEBYWhoSEBKjValhZWcHBwQEeHh4oV64cqlSpgvLly38SnaobN27g6NGjOHv2LB4/fozAwEDExsYiMTERFhYWsLe3h7u7O8qUKYOKFSuicePGn8ySs8DAQBw+fBgXLlzAw4cPERwcjJiYGCQmJsLKygq2trZwc3ODj48PypYti3r16qFw4cL5LRsAEBsbi7Nnz+LevXt49uwZYmJikJCQgIIFC8LOzg5FihSBj48PfHx8ULBgwVzToXcbwP8o4eHhBMDw8HC9lPf48WPWq1ePAAiAzs7OnD9/Pt++fZuSaMoUskgR8sSJVPljYmLYokULAmDt2rX1oimrXL16lY0bN1a0A2CFChU4ffp0njx5kjExMboZjh0jzcwode7Mm5MncxJAq+R8dnZ2vHPnTp5pT0xM5LZt29iyZUsaGxvrnINms7CwYOHChenq6kpbW1saGhqmSuNsaMhFU6YwISEhT3THx8dz8+bNbNSoEY2MjNLUndlmamzMVlWrct/PP1OdlJQnujU8ffqU48aNo5ubW7Z1FypUiP369eO5c+coSVKe6lar1dy4cSN9fX1zVOelS5fm7Nmz+fz58zzVrWH//v2sX79+jrSXK1eO06dP58OHD/NF+6VLl9ixY0eamZllSa9KpWLFihU5duxYHjlyhEl6vsf1bQOEZ5kFdu7cib59+yI8PBzm5uaYPHkyxo4dCzMzM4AEVCo5oVoNvH8P2NunWU5ISAjc3NwgSRICAwNzvRcbHx+Pb7/9FosXL4ZarYaRkRF69+6N4cOHo3z58nKi8HBg0iTAzQ2YMCElc0QEYGUF/Pkn8MUXCLa2RjsvL1y+cgW+vr64dOlSroY51Wo11qxZgzlz5ui8ualUqVJo2LAhatasiXLlyqGYiQmsNmwAzMyA6dPlvElJeOrmhhtmZjiSkIAdoaEIS77NK1eujL1798LZ2TlXdEuShA0bNmDy5MkICQlR9pcoUQJ16tSBr68vihcvDicnJ9jZ2cFAkiBduoS3Z87ghZ8f7t27h4CAABzftg1PoqOV/BXMzbFi7VrU7do1V3RriImJwaRJk/Djjz8iKSkJAGBhYYHq1aujSpUqKFq0KJydnGD+5g0M7txB+J07ePXoER68eoXrlpb49/VrRGvprlGkCBbOm4c63bvnqm4AePXqFb744gucOHECAGBiYoLGjRujXr168PHxUSInRrGxiAoIwOtbt/D44UPcePwY/4aE4MKLF5CS7xMjIyP07dkTU6ZPzxNvMzY2Fn379sXWrVsBAAYGBqhevTrq16+P0m5ucDcwgEXlyjAyMkJkZCTejh+PJzdu4HZCAi4BCEi+Vhpa+flhyrRpqFGjRq5rB+SXwkyePBkac+Lq6opKpUqhKAnLV69gXKUKouzt8ebNGzy9cgW3AgLw4oMynK2t0a1jRwyfMgUenp4frUl4lllEX72KpUuXKj2hmjVr8smTJyk/7txJNmlCRkSkznjtGvnNN6l+K1OmDAHw4MGDH6UrM0JCQlijRg1F+xdffMGnT5/qJjp/nvT0JAHSzIx88SJ1Qc+ekW3akFOmMCwsjNbW1gTAv//+O9e0X7t2TcczcHR05JQpU3jr1q2UREFB5IABpKGhrN/SktS+1mq18t/4Hj24BqB9co/Xx8eHUVFRetf99u1b+vn56UQfpk+fzgcPHugmlCTy33/Jr74ibW1l/QCpdX2kWbN4s0IFjnV0VLx6FcA5c+bkmrcWFhbGsmXLKvobN27MnTt3pkQeXr0iBw4k3d1TNGtvHTowPj6eR44cYc9OnWiq5UWMqlSJ8bGxuaKbJN+/f8+SJUsqkYaZM2fy9evXuonevCG9vdPWDvBdo0b89ddfWadOnZSohYEBVw4aREnrftI3kiSxVatWBEBDQ0OOGTOGQbdukStXkrVry/rs7XXuaTZtqqP9FcDfADZNvk80+rt27cqwsLBc006SM2bMUI7XqVMnXl24kFKtWrr1u2hRSoaTJ0mAIQA3A+wD0FZLs6FKxR49eqRur7KJvj1LYSwzYM6cOcoFHDFihG4Ib/9+0thYvhHmzNHNKElk/fryb/376/ykaYxy01gGBQWxWLFiBEAbGxvu3r07tb5Fi0gjI1mjpyd59Gj6BUoSmRwi6d27NwHw22+/zRXtf/zxB83NzRXt33//PWO1G9noaHLiRNLUNOVBbNCA3L1b0ajD+/dyQwPw0aZNdHZ2JgDOmDFDr7rfv3/P8uXLEwDNzc25YMECxsXF6SaKjyd/+40sV063IbG3J7t1I+/dS7PsV4sWsbdWY7JIu+HRE/Hx8axYsSIBsHDhwty/f39aiZS6pImJfI+PGkX++qt8/zx6lJI2MpIhixaxv7u7ort1+fKMj4/Xu3aSHDZsGAHQ1dU1ZZjgzh1y8+aURJJEFi0q6y9SRO7o9uxJjhtHTp5Mrl+vJD21axdradV5v1KlmJhLIfxJkyYpxzl+9Cg5b55uJwogS5YktY3e/fvkrVvkw4fkjRty52vrVnLmTN4fMoR9+vShgYGB3GkzN+e/a9bkinZJkhTtLZo2Jf38UjQbGpJ16pBTp5KXLqVkSkiQz+XBA1n3778zfvx47vbxYWOVSinP3Nyc82bPpjoxMUfahLHMIh9bURs3blQu2qxZs3R785cvkwUKyDdE586pG+kVK1K8Na3eUXh4OE1MTAiAjx8/zpGuzIiMjGTp0qUJgMWKFUvt1cTFyQ2E5ob+4gvy3TvdNJJE7tol//sBY8eOlT2FUaP0rn3nzp3KA+7n58cXH3q658+TxYqlaK9blzx9OvOCg4PJpUtJkr///rsyvqNPevToQQB0cnLi1atX0060fn2K9gIFyO7dycOH0zbyGqKjSWdnEuD8Bg0IgEZGRqmv60eyYsUKAqC9vb1ctiSRv/9ONm+u69Fs3kweOCDryiK7P/uMZsnP0oQJE/SqmyQDAwOVZ/XQoUPy/dy/P2lgQFpZ6Wq9fp380ONMB/WzZ1zUsCENksse0qqV3rWTTIlEFC6c4klqDOTixWQOx08vXrzIMsmdFXOAZ7Zt07NyORqh0X+zcuWUdm/yZPm5yy4REbxw/rzO/JAWhQrx3cuX2S5KGMss8jEV9fDhQxYoUIAA+PXXX+v+GBIi90oBslkz+u/YwVGjRtHf31/+/dYt+WYBZKOpxZo1awiApUqVyrVQWr9+/QiALi4uqcMY8fGygdH0+lasoP/u3br6JYkcOVJOM2ZMqvKbN29OAFy2bJledQcGBtLKyooA2KdPH6rTCns9fCjXrZsbuXt3au3apNPAXL9+XTEK+uLx48fKg3327FndH7W9kdhYsmJFcu5c8t07+vv7p69fm7/+IuvWpRQRodS/vo2ORv+YMWPkoYO2bVMa7XT0ZUm/Wk02bco/k8s3MjJiaGioXrXv2LFD0S/dvp0ytADI5xESkjPtyWyvWVMJbR44cECv2smUuu/TuHGKgf/11ww7UVnVHxEczObJQycOZmZ89eqVvuXTw8ODALjjs8/IKlXI9DqLWmSmX5IkrlmwQOlkVXN2ZkRaw10ZIIxlFvmYimratCkBsGHDhrqNdkICWaOG/BCWLk3/zZuVcQYA9N+8mSxdWv7dz0/HM4uNjVVuqgULFujjFFNx7do1AvIss3/++SftRIsWyQ/j33/T399fV/+uXeSQISkNzQehm0ePHikzO/U9I3b48OEEwBo1aujOivuwwThyhIyMTK1d89Cp1eSyZXKYcMeOVMdZu3YtAbBSpUp6016zZk2lwVNITJR711WqyJ0UDcn3RLr6SdlYfegxJ+dbuXIlAbBt27Z600+mNNg/L19OajwEExNy9mxd/clkqF+bf/6RyzI2ZrXkMPXatWv1qv39+/eK/ucuLvLxihYlT51KM32WtZPkzZuktTVHJ5dfv359vWonya+++krpJHL3bjmsmgHZ0k8yav58lk3WnxsRoQkTJhAAvayt+S4LQwTZ0X953jzaJWvv8eWX2dIljGUWyWlFnTlzhgBobGzMR9pjMCQ5aZL8INrYkA8fctSoUcoFNzQ05Gjt8ZAPes8jR45UPL7obISwssPgwYMJyJN5MiS5d5lKvybEqVKRP/2kk0WtViuTEJo2bap37UWKFCEA3bGye/fIUqXkCQEfkEr76NFkYKA8DqUx9n376uR59+4dixYtSkCeKKNv7YqxjIkhW7dO0bF1a9b0x8XJ0QgnJ9LaOs0w1pQpUwiA3bt315t+7XGnOdWry5odHMgLF9LNk6b+9Ni4kdy8mT179tR73WuoVasWAXC4xlBm4EFlS3vyM/+4QgUCoIGBgd7HXTVtjqGBAU9lIWKQLf0hIaSXF/dpQr3OznpULvPu3Tu6OTjInV0jI766fj3D9NnSHxHB04ASCr9y5UqWdQljmUVyWlF9+vQhAPb9oKElKY+ZeXmR27eTTKOHhOR4/cWLOtk2bNigNEb79u3L8TllRvHixVMfIzaW/Ppr3ZmiyaSp39RUOT9tpk6dSgA0MTHhjUx6vtnl5cuXSv3cvn1b3vn8OanxEqpWTTV+mkp79+4p48jm5uSPP+rkCQ8PZ4PkMT83NzdGRkbqTf/OnTtTPJugILJDh5Sxmy1b0syTSn+vXrqzTIsV050UQXmGs0Nyo7Rx40a96SfJH374gQDoCDAIIA8dyjB9mt6BJMmef6tW5JkzOukTExPp7e1NANySTp18DH///bdyDX7NZDw6Q88mPFyeya5BrSZnzmT4kydK+fpqfLX5MnkdtDXA0z/8kHP92uzbpzxDL1xcFP25sdY44OJF2ibrcTM05InFiz9ef0IC2bs3CfALCwsC4NSpU7Os6ZMzlhEREfzrr7/4888/c8OGDbymfaPlIzmtKM0i7MOHD6ed4IMZjv7+/hxdvbpsaAwNyQ8G0f/44w/lphg/fny2tGQXi+Qb6p5mVqUkybMskTwZJo1xUv/t2znawkLW7+CQqpFTq9U6s/XW5NKsOk3506ZNk0OvWuFupjP13d/fn6Pbt6d/4cIpRqZ2bfLuXZ10ly9fVpbsWFhYpD8BJ4dIksRq1aoRAKuVKMF3kMOOPH48w3z+a9ZwdOnS9NfMqgbkyTwrV6YKfQYGBiozqcuVK6f3Bi8+Pp7lfHwIgN4Ab/35Z6Z5/P39OXrkSPovWEBOmCB3JDXnodXBkSRJmRhmY2Oj146KNmM/+0y5jyaVL8+Ec+d0Jyd9qH30aPr/+ac8YW/ZMnl809RUvgYfPOea+Qbu7u65oj0yIoJ1bG0JgEYAZ1euzLjz59N8ZnX0f2hotO+bzZvla1GiBPeuXk1AfmFEbnHjwAEW13pxyJeFCvH+kiVpLq1LV7+G6OiUWeMqFSd07EgAHDx4cJb1fDLG8unTp+zZsycdHR3ZqFEjduvWjZ9//jlLly7NkiVL6n1cIrvkpKISEhKoSp66rLM2KaP1YbNmpTQQyTMuSbmBWLBggXLj9OrVK+1JK3oiKSlJOdaSJUvknRs3yrqMjOS38qTH+vWykQkK0tn98uVLtmzZUil33rx5uaZf05g6Ojry5rx5sm4rK93lCGmhGRNzdpbPV6txCQwM5LBhw5TOirOzMy9+4PXri9u3b9POzo4A6Alwf/HilLTHWyMi5IiD9ljk69cpy3d8fcm1a+UQrhZxcXFcuXKlsr7V2dmZ9+/fz5VzePr0Kd2T16KaA5zh48Pw+fPJvXtlw3/+vG6Gjh1JCwvdJQ4WFuTQofLSBpIvXrxg586dlXto06ZNuaKdJCW1mmOqVlWOVRrgbgsLqqtVk739Z89SEq9YIXvvBgap11yWKiXPmk3m0KFDSkc0t+YbkGTUy5fslDyvAQCLAVxvZ8fYQYN0E/7zD/n33/LEq59+kt8c9tln8sQ37TFJSSLXruXNS5eUoYIxaUza0yfvnz3joLJllQlRKoAdqlfn/v37mZiYKNfr7t3k2bPy83DhgjwjfMMG8rvvdDsHn39O2toyaM0aRf/PP/+cZS2fjLGsW7cu/f395Qr4gCdPnnDChAlc8cFs0LwkJxWlVquVhvWZ5sGKiCBdXeUZjNrnqlbL67M0D5jWQxQaGqqM7wHg8OHD9f4qp7TQHA8ApcjIlDVxM2fq6t6wIXWYTUtfQkICly9fThsbGwKgqalprnd+oqOjWalSJdn7MzLiXIDhffrIP0qSHJZdv15u9D5sEDZsIJO9lYSEBO7bt49dunTReT1e586dc31xdkBAAIsWLqwcs6aBAX+1teVbG5uU+6R6dd1MP/4oNxxajYQkSbx58yanTZtGF63wWZUqVT56oXZmvLhzh03s7ZVjFgT4FcAjABNcXXUTa7x/W1v5uvzxBxkZSbVazTNnznDo0KHKmllDQ0OuXLkyV7Vr2DZzJu2Tl2hpPOV5AO8eOJAyC33y5JRrYm1NtmghT2a6dk25FgEBAezZs6fSgW7atGma7Z0+kSSJv02eTCetV8Y5GBtz+PDhPHLkiDxeqhluSGsrWVIp6+nTp5w4caJyDUqXLs3379/nqn4NF/ftY+vkYSHNVqhQIfYuW5YbAD4GqE5Lv9ar+gLPn+eCGTNon3w/Fi9ePFsvExGvu8siOX3VkSr51XWNGjXC0aNHgeXLgZEjgRIlgDt3AM0LopctA0aPlv8/fz4wfjzi4+Px448/YtasWXj37h1MTU2xaNEiDBs2TM9nlzb79+9Hq1atAAD969bFslOnYOHlBdy9KyfYswf47jvg2jXA1RW4dUt+pV0yr169wm+//Ybvv/8ez58/BwD4+vpi/fr1qFChQq7rf/XqFbp27SrXOwBzAK0LFkR9tRoVYmPhCcABgImlJaTgYLyLi8OrV69w79493Lp1C6dPn8bp06d1XrfWoEEDTJkyBY0bN851/QAQ/vYtvmveHD9euoT45H0qAJUAVDU3R6miReExcyasbW1hYWGBhIQExMTEIDQ0FM+ePcO1a9dw/vx5BAcHK2W6uLhgwoQJGDJkSJ58SYWShG0LFmD64sW4q/Wi+gIGBqhQvTrKlSuHIkWKoHB4OIysrEBnZ7x9/x5hYWG4efMmLl++jLdv3yr5qlatipUrV6JKlSq5rl1DeHg45s+Zgx9+/BGRWveDp6cnqlatigrOznAvWBBO5crB1NkZBPDu3TsEBwfj2rVrOHXqFO5qnhsAAwYMwPLly+VXXOYBUVFR+GHpUqxcsQJBWl8FMjU1ha+RESqamcHD3BxFHBxQsFAhGLq6IsrFBS8tLHD36VNcvHgRV65cUfI1btwYW7ZsgaOjY57o13Dz5k389NNP2LZtW6qvG1moVChtbAwnExPYWVrC2NIS8aVL41VcHO7fv48nT54oaX19fbFjxw4UK1Ysy8f+JF93p/Mask+EnPYqNOEWALx06VLKm3i+/143YXQ0Wa8e+fvvfP36NefPn6/z0mlfX1+9T4TJCuvWrVMW9hcBOMvEhAEdOjBJM1lG05OeO5cx797x3LlzXLJkCZs2barzAvLChQtz1apVeeIRa6NWq/n7jz+ydBZfxpzWVrhwYY4cOVK+fvlE8JMnnDNmDH2S36SU3c3ExIRt2rTh77//nvpNQHmEJEk8dOgQ+/bty0KFCmVLv7W1Nbt168YjR47k+cvUtYmMjOTq1avZuHHjdF/En9E1+Pzzz3n+w/BzHpKYmMh9+/axX79+2b4GKpWKDRo04K5du/L1GpByxOfw4cP85ptvWLVq1SxdCwMDA9asWZNr167N0QzkT9KzbNasGQ4dOvSxxeiVnPYq3r17Bzs7OwDy57f6q1TokpCAij/8AMuwMHDKFETExeH27du4eOEC9v31F44fP6588srZ2RkzZ85E79698+17igcPHsTgnj3xTLtHCqCIgQEKOjhAbWeHl2/epPkdy0qVKmHIkCH48ssv86wXnRaUJFzauRMHDx7EmTt3cD8kBEHPnysv99ZgbW0Nb29v+Pj4oFKlSmjYsCHKlSv3SXwiSkNwcDBOnDiBW7du4c6dOwgLC8P79+8RExMDExMTmJmZwcnJCR4eHihRogSqV6+OypUr5/vnubSRJAn379/H1atXcefOHYSGhuLVq1dQq9UAUj4xVrx4cVSqVAnly5f/5D4aHhUVhbNnz+LatWu4ceMGQkNDERYWpjy7NjY2cHFxQfHixVGzZk3Ur1//k/pYO0k8fvwYFy5cwM2bN/H8+XMEBwcjLi4OiYmJKFCggPKZt8qVK6NOnTq59sGAjyUxMRGPHj3CvXv38OrVK7x58wZqtRqmpqawsbGBt7c3ypUrp7TFOSFfv2dpZWWFGjVqgKQSriSJgICADD8gnB98TEVFRESgZ8+e8Pf319lvAoCGhkhMbiC0qVixIoYPH44uXbrA3Nz8Y6TrhdjYWGwfNw6b9+zBmRcvEKX1/Upt7O3tUatWLdStWxft27fPt29VZgW1Wo3o6GgkJCQAkBs3IyOjfFYlEAg+RfLVWFapUgVHjhyBjY2Nzv6mTZvi8OHDHy1Gn+ijoo4ePYpf58zBPydOIPQDA+nk5ISKFSuiYcOGaNu2LUqWLKkP2blCUlISgoKCEBwcjNjYWBgaGsLOzg7u7u6wtbVVOj4CgUDwXyFfjeW7d+9gZWWVb+HF7KDvigoPD0dERAQA2RsrUKDAR5cpEAgEgtxB3zYgWzGsTyl+n9dYW1vD2to6v2UIBAKBIB/4qFkQCxYs0JcOgUAgEAg+WT7KWB48eFBfOgQCgUAg+GT5KGOph1UnAoFAIBB88nyUsRSzKAUCgUDwv4DwLAUCgUAgyISPMpYrV67Ulw6BQCAQCD5ZPspYli5dWl86BAKBQCD4ZMn2u8IkSUJwcDDc3NyUfUlJSbh9+zYCAgKU7dixY3oVKhAIBAJBfpFtY9mzZ0+YmprCxMQEcXFxCAgIwJ07d2BtbY2oqCgMGTIEPXv2zA2tAoFAIBDkC9k2ljdv3sTevXvh4eGBJk2aYPHixShbtiwKFSqEokWLYuHChbmhUyAQCASCfCPbY5bz5s3DiBEj8PPPP8Pa2hqLFi1S3pkqlpIIBAKB4L9Itj1LPz8/+Pn5AZC/Hv7333+jffv2aNGihfJtO4FAIBAI/kt89BdymzdvjsuXL8PKygrh4eFYs2aNWH8pEAgEgv8UevmcvImJCaZMmYJr165h3759qFChgj6KFQgEAoHgk0Cvn5n38PDA7t27ceDAAX0WKxAIBAJBvpJjz/L8+fPp/taiRQvExsbi9u3bOS1eIBAIBIJPhhwby8WLF6Np06ZYt24dbt++jTdv3iA4OBjHjh3D+PHjUbNmTbx48UKfWgUCgUAgyBdyHIbdtm0bLl68iJ9//hmzZ8/G8+fPYWFhgfLly6NDhw44c+YMLCws9KlVIBAIBIJ84aPGLKtWrYqqVavqS4tAIBAIBJ8kepkNKxAIBALBfxlhLAUCgUAgyIR8M5YPHjxArVq1UKJECVStWhW3bt1KlUaSJIwZMwY+Pj4oX748GjZsiIcPH+aDWoFAIBD8L6NXYxkaGprltIMGDcLAgQNx//59fPPNN+jdu3eqNHv27MGZM2dw7do1XL9+HY0bN8akSZP0qFggEAgEgszRq7EsU6YM1q9fr/y9ZcuWNNO9fPkSly5dQvfu3QEAHTp0QFBQUCqvUaVSIT4+HnFxcSCJiIgIuLq66lOyQCAQCASZoldjWaFCBZDEokWLAACrV69OM11QUBCcnZ1hZCRPxlWpVHB3d0dgYKBOujZt2qBBgwZwcnKCs7Mzjh49iu+++y7NMuPj4xEREaGzCQQCgUCgD/Q+ZtmnTx+ULFkSEydO/OgXql+6dAk3b95EcHAwQkJC0LhxYwwePDjNtHPnzoW1tbWyubm5fdSxs4MkSXj+/DkuX76MY8eO4dSpU7h+/TpiYmLyTINAIBAIcg8VP8KiJSUl4dq1a4iOjoaPjw/i4+NRpEgRAMDp06fRuXNnBAcHp8r38uVLeHt74+3btzAyMgJJODs74/Tp0/D29lbSDRs2DC4uLso45a1bt9CsWbM0y4yPj0d8fLzyd0REBNzc3BAeHg4rK6ucnmKakERAQAD27t2Lo0eP4urVq4iMjEwzbRlra7QuUwYDV65EsU/kBfOBgYG4cuUKbt68iZCQELx58wZqtRomJiZwdHRE0aJF4evri+rVq8Pc3Dy/5aYLScTGxgIADA0NYWpqms+KskZCQgIiIiJgZGQECwsLGBsb57ckgeA/R0REBKytrfVmA3L8UoJHjx6hVatWCAsLg4mJCd6/f49u3bph6dKlsLW1RZ06ddI0agBQqFAhVKpUCRs3bkTv3r2xY8cOuLq66hhKAChWrBj279+PcePGwcTEBPv27UPZsmXTLNPU1DTXG8uYmBisW7cOK1euTPXeWyMjIxQqVAg21tZIevoUr2Jj8Q7ArfBw3Dp7Fgt9ffHV0KGYN28eChYsmKs60+LWrVv49ddfsW/fPty/fz9LeUxMTNCyZUv0798fLVu2zNePe0dGRuLQoUM4f/48Ll26hMePHyMsLEyng2RtbQ1XV1f4+PigRo0aaN68OcqUKZNvmgEgODgY+/fvx8mTJ3Hz5k08ePAA0dHROmlsbGzg7e2N0qVLo27dumjUqBG8vLzySbEMSdy7dw+XL1/GzZs38fLlS7x//x6SJMHc3Bw2Njbw9PSEl5cXKleuDA8Pj0/u4+9BQUE4c+YMHj58iODgYCQkJAAA7O3t4eTkhNKlS6NChQpwcXHJZ6W6xMTEYM+ePTh+/DiuX7+Oly9fIjIyEubm5rCyskKxYsVQqlQpVK9eHfXr14ednV1+S1ZQq9U4duwYjhw5guvXryM4OBjR0dEwMjKClZUVPDw84O3tjerVq6NmzZpwcnLKb8lZhzmkTZs2/OGHH5S/nzx5wqFDh7JcuXJ89+4d1Wp1hvnv3r3LGjVqsHjx4qxcuTKvX79OkuzXrx/9/f1JknFxcezfvz9LlSrFcuXKsWnTpnz06FGW9IWHhxMAw8PDc3iGKSQlJfGnn36is7MzARAAzc3N+dlnn3H16tW8fv06ExISUjJ89RVpYsIXbdpwS/PmbJ6cBwArV67Mt2/ffrSmrHL27Fk2bNhQOT4AGhkZsWLFiuzZsyenTp3KZcuW8ccff+SSJUs4fvx4fv7553S2tNTJU83Kipf//DPPdJOkJEk8dOgQ27VrR1NTUx09Wd18fHz4888/My4uLk+1Hz58mH5+fjnSDICVKlXi8uXLGRUVlae6379/z1mzZtHb2ztbep2cnPjll19y+/btea5Zm8TERK5du5a+vr5Z1u7l5cWhQ4fy6NGjmbZbua194cKFtLKyyrJ2lUrF2rVrc+XKlXzz5k2+aSfJXbt2sVixYtm+z+fMmcPHjx/rXY8+bQBJ5jgM6+vri4CAgFT7ly1bhvv37yM4OBj+/v45KVov6MsFf/ToEXr16oUzZ84AADw9PTFmzBj06NEDNjY2cqI9e4By5YCiReW/37wBEhMBJydgxw6gY0cccXFB14QEvH79Gm3btsXu3btztSceERGB4cOHY8OGDQDkMGXbtm3x5ZdfomnTpqnr5OFDoFgxwEAexuY33+DmggVYD+BnANEATFQqrF6/Hj179sw13RrOnz+PYcOG4dKlS8o+b29vNGnSBFWrVkXp0qXh4uICOzs7qFQqJCYmIiwsTAkxn9q7F0fPnUNC8u1dtEABrJ41C41Hj85V3S9fvsTgwYOxa9cuAPLkterVq6N58+aoWLEiSpcuDUdHR1hZWSEpKQnR0dEICQnBgwcPcPXqVRw/fhz//vsvkpKSAACOjo6YMmUKhg4dCkNDw1zV7u/vj759++Lt27cA5GhN1apVUa5cObi6usLGxgYGBgaIjY3F69ev8fTpU9y7dw/Xrl1T9AKApaUlevfujeHDh6N48eK5qlmboKAgfPHFF8oXkQwMDFClShWUKVMGrq6uMDc3B0m8fv0awcHBuHHjBu7duwdJkpQyPD09MWTIEAwZMiRP322dlJSEDh06YM+ePQCAokWLokOHDqhatSqKFCkCS0tLxMbG4t27d3j48CFu3ryJkydP4s6dO0oZBQoUQP/+/fH111/n+aqBBQsW4JtvvgEA2Nra4rPPPkPNmjXhXqQIrCIikPTqFd5aWyMwPBw3b97Ev6dP4+adO8q8FpVKhTZt2mDcuHGoW7euXjTpOwybY8+yXLlyae5PSkqinZ0dp06dmtOi9YI+ehWHDx+mtbU1AbBgwYJctmyZroeiVpOTJpEAWa8emZSUupCzZ0lfX3L8eF65coXGxsYEwH/++SfHujLj4cOH9PLyIgAaGBiwX79+DAwMTDvx7dtkp07yORw4kLL/3j1y2zby1i2GLVnCdlo92Z07d+aadrVazW+//ZYqlYoAaGFhwREjRvDGjRuUJCl1BkkiL14kx48nd+xI2f/wId8DXArQRaMd4PIZM3JN+6NHj+jp6UkANDQ05LBhw/jw4cPMM6rVcn1fuECSfPXqFVesWEGvggWVHnjNokUZeONGrmnfsmWLcqzSpUtzw4YNjIyMzDxjQgJj7t/niXXrOLZfPxYtWlQpx9DQkIMHD2ZYWFiu6dbw/v17xRu2trbmggUL0va0DhwgJ04kBw0iO3ViRLt29K9blwNKlKCVVvTC0dGRq1atyjNPs0yZMsqx16xZk3Jc7YgVSa5eTXbrRnbpQnbpwufdu3Nx06Ys7+qqE/WaNWsWY2Nj80T7rFmzlGOPHTuWUTdukLNmkTVqkGZmctsC6D6f/v58CXA1wCbJbaJma92qFe/cufPRuvTtWebYWLZr145HjhxJ87fy5cvnWJC++NiK2r17N42MjAiAtWrV4pMnT3QTRESQbdqk3AijR6e+sTWo1WRyaGrgwIEEwK+++ipHujLj8ePHSrjYw8ODp0+fTjthaCjZsyepUqWcw3ffpZ22TRtKAAclN4T29va5EvKRJIm9e/dWHpoePXqk39CGh5M//EBWqJCiv1Ur7cLIP/4gT55kxI4d7Kf1MP7xxx961x4dHc3SpUsrYb1r166ln1iSyOvXyYUL5XvIxkbWX6aMTrLEsmW5CqBlsm4XQ0PeS+96fgR3795V6mbgwIGMj49PO2FsLOnvLxub5s3JYsVIQ8OU+u/alWq1mn///TdbtGihlGlnaspdCxfqXbc2JiYmyvGePn2qOTFyyhRZt4Zx41L0frBFA1w7Y4bS0QTA+j4+fJ5eR1NPxMTEKMcbNWqU3I78/jvZujVpbi63NRqGD09TuwTwEMA6lSopZVWoUIH379/PVe0kdQwd+/fXvScA0sKCLFGC3LUrJdO2bWThwkr7cwfgQICGyeWYGBtz0aJFH9VZ+WSM5fXr1+nu7p7Ky7h8+TJr1Kjx0cI+lo+pqDNnzihjZF26dEk93vX2LVm9unwjmJrKN/aHpOVlkvz999/lh7B+/Wzryoz4+HhWSn5YypYty9DQ0LR1rVhBWlml3Mzt25MZNe7795P29owPCKCPjw8BcNGiRXrXP2/ePMUjWbduXdqJXr4kJ08mra1T9Juakp07k+l5vH37UgI41txcbrzt7Bih3QDpUbuzszODg4PTT/jtt6S3d+oGz9xc7olre88HD5Jr1/LJiBH0Sfa0vRwc+P79e71qd3BwUBq7VI2TdgcwMpI0MEit3ciIdHAg+/ZNSfv6NU8A9NVqSOe0apV2dOAjSUpKUo4xcuRI8sYN2Zhr9B0+nJL40CFy2DBy+nTy++/lDteyZeTMmeTgweT790xISOD3339Pi+TOsrOREa9qe0V65vbt24r+6H37yKJFdev3xImUxCdOkIsXk0uXkkuWkFOnyrqbNyc9PSnFx3Pz5s10dHQkAFoaGfHE9u25pp0kCxQoQADs36pVSue7cWPZC75/X3YW0iM2Vo4MrVpFdujAuwUKsKXWPdOmTZscj4F/MsaSlCePFC1alN7e3uzcuTPbtWtHW1vbdD3OvCSnFRUREaGE0tq1a8fExETdBC9ekOXLyzeEnR157lzqQmJiyNq15Qfyg/ybNm0iADZo0CC7p5QpK1asUDy/dMOun32W8hBWqUKeP5+1wpNDcsuXLycANmvWTE+qZYKDg2lmZkYA/Omnn9JOJElySFujv1QpucHLzMs9dIi0sGDi/v0sWbIkAfCXX37Rm/b4+Hjl4U6l/cOGonv3FAPfsiW5aJEcfv3wPtPmt9/4wsCAHkgJdekTjXYjI6OUnadOkS1akH5+uok7dJCN4s8/yw338+fpN4bv3zN+3z6OLlFCOcaCmTP1qp3Urf8rM2bIxhuQDXvr1uSlSzkq9+GYMSxjYEAAdFSp+CAXvHpSDiFr9L/TGJvChclp08ibN3U7UFkk+MkT1kk29uYAz+jxfv+QHj16EAAnTZpE/vijrnHPLnFxlA4d4i+//KK0BzWKF2fUixfZLuqTMpYkmZCQwF27dvHbb7/lkiVL+ODBA33o+mhyWlGTJk0iAHp6eqbtffj5pdzMN27Q39+fo0aNUmbwUq0mv/hCTmNrS34Qvh0zZgwBcMCAATk8s7SRJIklkhulH3/8Mf2E/v6yV7lqFZmUlFo/KYeMv/pKDhV+wN9//00A6Y5Z55QFCxbID0aNGrrehyTpNhZ79pCVK5M7d9J/167U2jV57t3T3ffyJUlyypQpci+4f3+9addu7JSwl1pN/vqr7EXevZuS+Pp1OQQVEZF23afF4MEkwL+aNKFm/DwmJkZv+r/77jsCYPPmzeVOUbduKR0SAwPZIKZBlvX/+SfnJdePgYEBz6XVwfxIypUrRwDcpNHdpg2Zwcz5rGp//+ABKyY32lVdXFJ3nvWEJoT/M+RwNqOjM0yfFf0x586xRfLMWicDA77QhKf1zMaNG2UPvGBBRmXRUGZF/9mzZ2mXPCu/rYtLtqMSn5yx/FTJSUXFxMQoE3rSncTy8KHsNd67R39/fyVsCID+u3enjCkYG6fqYcXGxrJw4cIEwO16Do0EBgYq3oHOOUsS+eyZbuJkTyyVfn9/8s4deewMIN3cZC9Zi3Xr1hEA69atq1f9GmPTsWPHlJ2vXpGffy57MdrnI0lpayflsE+LFqSJCZlGx00zGaFnz55606651wDIE3ru35fvEU3DPWhQqjzp6ifla3DxYsrfUVHk0qVUJyTQycmJANIfi84BFy9elMeJTEx4XzMGbGBADhwo3+9pkKF+bd6/J21sKAHsmjwBp0mTJnrTrmHq1KlyJw5gQsuWGXpjWdaezPNOnWidfH03btyob+kkySWLF8tGDeCL48czTJsd/ZGhoSyTnK5/y5b6lk1SXuLnmTwZrY+nJ6VMxhmzo//fX36haXLdr8tmVEIYyyySk4o6cOAAAdDV1TXjgeXkB3HUqFHKBTc0NORoTYhQpUpzHHPatGkEwCJFiuiuy9QDq1atUhpsBbVaDpk5OqbZy06lv149eewMIJ2cyDRm7LZu3ZoAOGHCBL3q12ivVq2avOPGDdlYA/IEmA+8/FTa+/Qh+/RJmVxgbExu2JDqOI0aNSIAzp8/X6/6a9SoQQBcOGKEHJ4HyIIFyQUL0vQSUukfMkS+Zxo3lvPWqZPmcSpWrEgA/Ouv/2vvvMOjKP4//r5U0ggkgRQg1FATAoTeewuIShVButJUimABBAUBKT9RkKZIUZo0gyBIlY70DqGGhNAT0uvdvn9/7N3mLu0u4S5BvvN6nn14uMzuvmd2Zz4zn/nM7E6zaZckie3btycgzzHGurrKUdy5kEX/2LHyH1JSyB07FLc9SXLTJnLUKN7RBhJZWVmZfa3x8+fP6aadk37f15dSDjEDuWrPjhkzSIBfa9/PTp06mVW3juTkZNbQzv01cXJi/IULOabNk/6TJ3lE6461tbGx2BrvA4sX00pbRp8FBlLKJZI6T/pJztZG+pYvWZLqXJ5rZoSxNJH8FNS8efMIyEE9BmzYIM97ZSJLD0lnKFesyJJ23759SnTt77//nuf8GEMXOARAdhVJkhzIAMgGJJsIUEW/dl4mRDcSattWjpbNxJ49e5TGLjSzm/Ml0RmBKlWqyIZSF8BTuTJ57pxx7fqBJ507Z3XDktyxY4eiP8zMLqkVK1YQAF1VKt4FyPr1yVzukUW/bp5NN6p74w3DKE7K77RuHufq1atm1R8WFsaSWpddbYARv/+ea2BGlnd/wAB5RO/oKOdh9epsz3N3dycAXrbAMpg/v/2WKm0dGFSyJFO3b8820C7XkY0kGc4f//ILCfBIv37UTc9Yiqvbt9NVG8jVUKViZK9e5P79WeazTR6Z3bunzN9WdXIiAG7fvt1i+hf16aO0QX2dnJjwww9Z3uE86SfJ7duZaGXFotrrnj171mQ9wliaSH4KSjd307x584wfw8Pl0GeViszGPRISEsKxvXrlaiiPHDmi7MrRt29fi0QEvnjxQnlRN27cKI+qdJrWrs3xvJD/+z+O1RnKYsVk/dnou3z5shI1OXLkSLPrv379urK28g8vL1l748a5Bu+EbNrEsUWKZBj5Tp3IEyeyTXvs2DE6a11F48aNM7v+tLQ0NgwMJABWBHj3m2/kCOObN+UgjX375Gei51EIado0o+yhDViaMiXLPLeOMWPGEACrVq1qkXfo7F9/sYT2GbgBXGNnR6l+fdlwv/eePNeq4/Jlhjg7G+rXHZ6e8px4JiIiIpR39Kl2Dtnc/DxkiDLCCQR4oWhROdo70zx+yPffc2zv3gz56ity1So5mKZHD9LHR34GOiSJPH6c27ZtIwDWyLS8x9z8u20bi2k71V4A/wDkjqN+kNKdOwyZOZNj+/RhyJw55N9/yx36GTPIjz4yvOCgQWT37myv9aj88ssvFtW/9MMPleUffgD3FStGZrMUKSQkhGPHjs3ZUF69SnbrprxTDbVtz+Y87CImjKWJ5KegevTokdWV2aOH/MCaNMlxOQhJeTlGpl6bJElcvXq1Mhpo3ry5RRcK69y8Xp6ejNCt3cvs55ckw8ZYkmTX36BB5MOH2V53165ddHNzIwDWrVuXiUaCD/KLzhjYA1wPyKPb1FR57nHrVnkta9u2hs9h2jR5bVc2o09S3kJs/vz5ymYQrVu3ttgzCL9/n+W06/2KQQ42kTIbEv0R1apVctnPmCH/noMB1Gg0/Oqrr5R3888//7SIfpK8e+wY62hHf7pRZghANUDqR+FGRmZ0xipXloPa5s2TOwjZ5CMhIUFxgVti2ZQ+O1etoru2zqkAvgfwZma3tm66IbujenWDpHFxccr2eWPGjLGodpK8efMma+htG9cV4Hn9+IePPspZO2BYv9PSGBcXp9Tff4zMh5qDw3//TR9t7AcAvvHGGzytm4OvVk2eYujfX/Z8ff65vKHI6NGG0ybXrin5SR45UlkKcygPkbbCWJpIfgrqxIkTygP+448/Mh6YlZXhOkSNRu6p5rLLREREBHv16pXxwnftajEjoyMxMVFZB1kO4CknJ9mFk5YmL0/4+mv5ZXVwMByx5RDh9/DhQw4ePFjJQ7169Sy6r21qaiq7tWyZUckAXsiuMTChwiclJXHVqlXKUhEAfOuttyy+b2nE+fNsoLeHcH1ra252dmZatWqyYdTu0mMqJ06cYPPmzZXrTZs2zULKM0hLS+PMGTPorJ1DA8Ayrq6c3K8fT506Jc/nazSygTdSnunp6dy2bZvyHBwdHS3igs3M48eP2Uuv8wuA7dq14+rVq/nsyRPS21veVMHfX+6ADR1KfvutHJSnraeSJHHfvn1KnXJzc8t+7bIFSExM5GeffaZM3QBgx44duWnTJqZ8/DFZpQpZtizp6ysvZWvWTB79z5wpe8O0REdHK3sUV6hQIU9zfi9DTEwMPxw9mlbaaQYAbNqwIX8GGJuTke/WzfAiCxYw4fRpvvPOOwRAHx+fPMV6CGNpIvktqODgYAJg8eLFeejdd+WH+OabGQlOncrYkCAwUA5o0CMiIoITJ06kgzbYwNramtOnT7dYyHlmwsLCWKlUKfneAAfZ2/NS5h017O3lIIxsUKvVPHLkCAcNGmSwefnIkSMLZPus9LQ0TmnZUnHlAGA9lYozPD15tFs3vli+XN4UIhMpKSm8ePEif/nlF/bu3VuJagZADw8PLlu2zCKuy+xIS0vj119/TSftPBEAlixZkgMHDuT69esZGhqaY6OVkJDAEydOcObMmco8LgAWKVKEK7Jx8VuSZ8+e8dNPP1VGJfrl2blzZ06ePJmrV6/m3r17efbsWZ47d46nTp3i9u3b+cMPP/Ddd99VoncB0NPTk8eOHSvQPJw6dYrBwcGKi183Z127dm0OHTqU3333HX///Xfu37+fBw4c4I4dO7h06VIOHz7cYDP5kiVLZoyOCpBr167xnXfeMTA6Li4u7NatG7///nsePHiQjx8/VtoXSZL49OlT7t+/n+PHj2fx4sWV98ecEdSmcv36dfbv399Av421NZuWK8epzZpxW3AwQwcNYsz48ZTWrGFaWhqfPHnCAwcOcNKkSfTx8VHa0bwGtQljaSL5LaikpCQ2btxYceEMAHiqaVNqVq4k27fPMDguLrLrVZIYERHBlStXskuXLsqkNQA2bdqUZ/K5IPpliIqKYh8/P4MGrrqVFUeULcufBg3i7i1bePr0aZ45c4ZHjhzh77//zpkzZ7J79+6Ku0N3NGrUiCdymAe0JNevXWPvN9806FnrDnd3d1aqVIkBAQGsWrUqPT09Dcpdd5QrV44zZ840W2XJK48ePeIXX3zBkiVLZtFmb29PX19f1qpVi3Xr1qW/v7+BYdEdtra2HDhwIO9nXv5TgCQnJ3P9+vXs3r07XTJ9jcaUw8PDg5999pnZdx7KC/fu3eOXX37JQO28sqmHk5MTR44cyefPnxeadpK8desWP//8c5bSdoSzOxwcHAw6BbrD39+fp/Lo0TA3Dx484KxZs1i1atU8vz/lypXjnmwCLI3xynx15FXnZXacT0pKwqhRo7Bq1SrlNw8A/gBKq1SwrVABqTVrIjI6Grdu3cLDhw8Nzm/RogXGjRuHrl27Fuo3/k7u3o1v58zBX8eOKd/yM4VixYqha9euGDFiBBo2bFioeXj69Ck2b96MAwcO4Pjx43j06FGOaV1dXeHv749WrVqhY8eOaNiwocW/1GEKaWlpOHLkCHbt2oXDhw/j6tWrSEpKyjG9h4cHmjVrhrZt26J3795wd3cvQLW5k56ejtOnT+PcuXO4cOECwsPD8fDhQ7x48QIkYWVlBS8vL/j4+KBOnTpo3LgxWrZsCTs7u8KWrvDgwQOcOnUKZ86cwZ07d/DgwQPExsaCJOzt7ZVv6zZv3hytW7c2+8fjXwZJknDhwgX8/fffOHHiBC5fvoywsLAs6SpUqIAGDRqgZ8+eeOONN16JeqDj7t272LdvH44cOYKrV68iNDQ0S30oX7486tSpg+7du+Ott95CkSJF8nwfc391RBjLXDh54gR+GDgQIbduISmXYrK2tkatWrXwxhtvoEePHqhevXp+ZVuEmJgY7N27F//++y+uXLmCR48eKZ9hsrOzg4+PD8qUKYPatWujfv36aNy4MWxtbQtZdfYkJCTg7t27iIuLQ3JyMmxtbVG8eHGUKFEC3t7er9wHiLNDo9EgPDwcz549Q1RUlNJIu7q6okKFCq/Ux3wFrz5qtRoxMTHKB6JdXV3h4OBQ2LLyREpKCmJjY2FnZwcnJyezdK6EsTQRcxZUeno6zp07hzt37iAyMhKSJMHa2ho+Pj4oV64catWqBUdHRzMpFwgEAsHLYm5jaWMGTa89tra2aNCgARo0aFDYUgQCgUBQCFgVtgCBQCAQCF51hLEUCAQCgcAIwlgKBAKBQGAEYSwFAoFAIDCCMJYCgUAgEBhBGEuBQCAQCIwgjKVAIBAIBEYQxlIgEAgEAiMIYykQCAQCgRGEsRQIBAKBwAjCWAoEAoFAYARhLAUCgUAgMIIwlgKBQCAQGEEYS4FAIBAIjCCMpUAgEAgERhDGUiAQCAQCIwhjKRAIBAKBEYSxFAgEAoHACMJYCgQCgUBgBGEsBQKBQCAwgjCWAoFAIBAYQRhLgUAgEAiMIIylQCAQCARGEMZSIBAIBAIjCGMpEAgEAoERCs1Y3rp1C40bN0blypVRr149XL16Ndt0ly9fRsuWLVGtWjVUq1YNW7duLWClAoFAIPhfx6awbvzBBx/g/fffx8CBA7F582YMHDgQp0+fNkiTlJSEbt26Yc2aNWjatCk0Gg2io6MLSXEGsbGxOHfuHK5cuYKIiAjExMQgLS0Nzs7O8PDwQJUqVVC7dm1UqVIFKpWqsOW+NpBEUlISXrx4AUmS4OjoiGLFisHGptBeY8ErjlqtRlpaGuzt7WFtbV3YcgT/YVQkWdA3ffr0KSpVqoTo6GjY2NiAJLy9vXH06FFUqlRJSffzzz/jwIEDWLduXZ7vERcXB1dXV8TGxqJo0aIvrTkmJgZr1qzB5s2bcfz4cWg0GqPnlC1bFt27d8fIkSNRsWLFl9bwMmg0Gpw9exYHDx7E1atXcfPmTURFRSE+Ph42NjZwcnKCj48PKleujDp16qBVq1bw8/MrVGNPEmfPnsUff/yBI0eO4NKlS4iJiTFIY2Njg7JlyyIgIADNmjVDu3bt4O/v/0p0Ukji1q1bOHz4MEJDQxEeHo7k5GSkp6fD1dUVHh4eqFSpEgIDA1G7dm0UK1assCUrPHjwAMePH8fVq1cRHR2NxMREODg4oHjx4ihbtixq1KiBgIAAuLi4FLZUA+Lj47FmzRrs2rULZ86cwdOnT6Fr4ooVKwY/Pz/UqFEDzZo1Q6tWrVC+fPlCVpyVuLg4bNu2DUeOHMG9e/cQExODIkWKoFixYqhcuTL8/f3RsmXLQm9TsiMtLQ0HDhzA3r17cfPmTcTGxgIA3Nzc4OvrC39/fzRp0gTVqlWDlZVlHZvmtgFgIXDmzBlWrlzZ4Ld69epx//79Br+NHTuWAwcOZHBwMAMDA9m/f38+ffo022umpKQwNjZWOSIiIgiAsbGxL6U1KiqK48aNo4ODAwEoR/ny5dmtWzeOGzeO06dP5+xvvuGU/v05NDCQjYsVo72NjZJWpVLx/aZN+fzOnZfSkh9CQ0M5duxYenh4GOg35ahevTrnzJnDmJiYAtf9559/MigoKFtd1tbWtLOzy1X33LlzX/rZ55eEhAR+99139PPzM7msra2t2axZM86ZM4ePHj0qFN0kuWfPHjZr1sxkzQ0bNuSUKVN4+fLlQtOsY9u2bXR3d8/TOx4UFMR58+bx2bNnhS2fGo2Gc+bMoYuLi0naK1asyEmTJvHWrVuFLZ0kuWPHDpYtW9Yk7V5eXhw1ahSPHDlCSZIsoic2NtYsNkBHoYwsz549i759+yI0NFT5rX79+pg9ezZat26t/PbRRx9h27ZtOHnyJHx8fPDFF1/g1q1b2Lx5c5ZrTps2DV999VWW31+mV7Ft2zYMHTpUcf0GBARg2LBh6NKlS0aP9MIF4OefgbVrAb1RT1KfPtjbpw+WLl2K3bt3AwDKWFvjjx07UKdjx3zpyQvPnz/H559/jl9++QWSJAEAXF1d0apVK9SrVw9VqlSBp6cnXFxcoNFoEB8fj/DwcNy4cQPHjh3DiRMnkJaWBgAo7uKCyR9/jI+nTbO4Kys5ORnDhg3D2rVrAQAODg4IDg5G586dUadOHVSoUAHOzs5QqVRQq9V4/Pgxbt26hdOnT+PQoUPYt2+fotvV1RWff/45xo0bB1tbW4vq1nH48GG89957uH//PgDA1tYWTZo0QWBgIMqXLw9nZ2fY2NjgxYsXePr0Ka5fv46LFy/i3r17yjVsbGzw9ttvY8qUKfD39y8Q3ZIkYfz48ViwYAEAQKVSISgoCLVq1YKXlxccHR2RnJyM6Oho3L59G1euXEFkZKTBNWrVqoXRo0ejX79+sLe3LxDdOvTrv5+fH4YNG4YWLVqgXLlycHBwQEpKivKunD17FocOHcLJkycVD1GRIkUwYMAAfPrpp4Uy2kxJSUHfvn2xbds2AEDVqlXx5ptvokaNGnBzc0NqaiqePXuGGzdu4OzZszh+/DjUarVyfpcuXTBlyhTUr1+/wLUDwCeffIL58+cDAEqWLIm33noLtWrVgoeHB0Di2dOnuHf/Ps6cOYN///0XSUlJyrm1atXCuHHj0KdPH7PW09diZPnkyRO6uLgwPT2dJClJEj09PbP0kObOncv+/fsr/79y5QpLlSqV7TXNObKUJImff/650gvy9/fnrl27DHtASUlkhw4kkHGULEn260cuW0aeO6ckPbxiBf20I01XOzteunQpz5rywtGjR+nj46PoDw4O5o4dO5TyzpaEBPL8eeW/MTExXF60KKvr9QZbFC/O52FhFtOdlpbGNm3aEACtrKz4ySef5OhJyImYmBj+9NNPrFq1qqK7Ro0avHr1qoVUZ7Bz505lxOvr68ulS5cyPj7epHPv3bvHH3/8kY0aNTLwSAwePJgvXrywrHCSPXr0UO770Ucf8cGDB0bPuX//Pn/55Re+8cYbtLW1Vc738fHh4sWLqVarLa6bJOPi4pR716lTh6mpqSad9/TpUy5evNjAg2FnZ8cJEyYUuDdl2LBhioalS5dSo9HIf9BoyOTkjITp6eTly4y7c4cb1q1jx44dqVKplHN79erFyMjIAtX++PFj5f5t2rRh4rFj5KRJZOvWpK8vWaSI3D5WqECSTE1N5c6dOzmgeXM62tsr51atWpU7duww20jT3CPLQjGWJNmiRQuuXLmSJLlp0yYGBQVlSXP//n1WrVpVyeycOXPYuXNnk67/MgX12WefKQ9wwoQJTEtLyz5h27aktTXZqxf5999kLo1DzKZNbKK9pp+fH5P1K4AZOXDggOIyrlq1Ko8ePZpzYrVa1t2vH+nkRJYuTeq/qL17U129Opd7e9NZZ3i8vBgdHW0R7VOmTCEAOjs78+DBg8ZPkCQyNJTcupX85htywADywAGSsktr1bRp9NB2Upzt7fnXhg0W0U3KDUbx4sUJgG+//bbJRpKknI/nz8n798n4eF64cMHAeJUqVSr35/iSREVFKff65JNPck+s0char10jz54lz5whT5/msxMnOG/aNJYqVUq5VmBgIE+dOmUx3TrWr1+v3DMhISH3xDdukIcPk4cOkadPk3fvUnrxgv8cPMi2bdsq1ylTpoxp76CZ0N0XgPweTJ9ONm8u10v9Z/LkSUbn3M6OrFKFoZ07c0BQEK2srAiALi4uXLt2bYFpnzdvnqI9rV07wwGE/uHnZ3hi1aqMAjgToIe1tXKNHj168Pnz5y+t67Uxljdu3GDDhg3p5+fHoKAgZbQ1ZMgQhoSEKOnWrFnDGjVqMCAggB07dmR4eLhJ189vQW3dutWgh6cgSeTataR+I3jtGmnqPOS6dYwC6K3tgX/33Xd50mUKDx8+VOZsOnfunHODnZhILl5MVqpk+DKXLy9XxsxIEq8GBtJHWy7dunUz+zxDaGioUu6///57zgkfPSK/+458803SwyNrhfz++4y0+/bxKcCW2uvaAzyg/3czYq1X2XMd2Vy/LusfOpRs0kTuedvZZej/7Tcl6dH58+mnbQDtbWy4dcUKi2jXNzYGo8GEBDJTHAGHDs25MQSYeu4cFy5cyGLFihEAbaytOX/ePIvNS5HkX3/9JXttXF3lH6KjyVWryL59yYYNDTuA776bvfbixSnVq8cdq1ezYsWKSnl89dVXFtWuQ+dRWdipE2lra6jtvfcyEj56lP17D/AcwIYlSijaR4wYkbs3yUysXbuWAFipUiVy+HBZf48e5PLl5IkT5N275NOnhm2LRkOOHEnWqUNaWTEG4ASANlrt3h4ePHHixEvpem2MpaXJT0ElJyezTJkyWXvY8fHkO+9kfXFNRZLIpk1JgEvatycA1qxZM+/XMcLQoUMJgLVq1cp55Pr776S7e0YlK1aMHDGCPH7csFHRZ8MGEuBZGxvaaY39Ae0Izly0bt1aqeS5Nk6HDxs2EkWKkHXryqPj6dPl0Y6OZ8/ITZuYNm0a33RyIgCWtLXlk+w6BC+JTvsbb7xh+IcrV+SGQsfatTkbG3t7cs2ajLQbNzIBYDfttW0B/rNokdm1nzp1KmNUQ8qjxb59ZT2A3Njp+OyzjPemVCnZG1G6NOnqKv+udQE+ffqU3fWMzgetW1NtoYb78uXLikciZcoUeTSmX676UwcTJpCVK5NVqsi6HR0z0qlUZEoK4+PjDdyiA/v0sbjR0XkS5ui0NG8uG5srV8jsPFupqeS9e+Tu3eTMmWTXrqSjI9XLl/PLL79UXLPdO3Qw2S2dXw4fPkwA9PT0pDoqisxrwNHTp3Lnpl07ngFYTVvuRYoU4ZYtW/KtSxhLE8lPQf36668EwNKlSzMpKUn+8flzsn59+QW2tia//dbAqISEhHDMmDEGo+EsLFmiNOyPz52jbj5KuYcZSExMpL3W/3/kyJGcEx45kjF/8MMPDNmwwbj+tDQyOJhcvpwjRowgAIO5ZHNQoUIFwwablCtdv37y/IcOtZp86y3y228Z8u23HPPhh7lrJ8n0dCb36EF/7fWHDx9uVu1khrFcu3atXF6rVpE1a8plPWdORsLISFn/5MkMGT+eY3r3ZsjPP8uNX2ZSU8nLl6letow9tMa+VJEiZo/yjY+Pp43WXX1p6FDZaOga7bJlZZeljsREpfHO8u6npxvUDWnMGP5ga0uVrtwDAsyqW4darVbcv6t0uqtXJ6dMIf/6S9acCQPtiYnkpUvkjh0ZCSSJS0uWpLVW+9AmTSjp5hEtwHfffUcADAIoTZ+ec8c1O/06kpPlWArKkcF2Wm/He40aWXR0nJycTDdt27OpWzeTzsmx3bx5k/H9+7NLq1YE5Ijr7du350uXMJYmkp+C6t27NwFwypQp8g9RUWSNGnLlc3eXDY0eISEhygMFkHOjfeiQ3PP+7jtKkqT0+h4+fJjP3GVFf97AoGI8fkzu3GmYWDu/mqv+s2cNGxmte2737t0EkGXpz8uyYMEC6tzHTE2V52lsbOSyd3MzDHJgHsqeJDduJAEeQkYQh7kNTnutx+D7iRMz3hlAdkllMw+YJ/379jHR25sV9VyD5qZ79+7yyBigBJB9+shzejk0sibrj43lhp49FYP50zffmF07Sc6aNYsA6APw+cSJuRobk7Sr1eSvv3Jz+fK00mpf0KOHRbSTctCjg7ZdWP/BB7mmNbXsdzZtqhj7xf36WUK2wpTgYAKgr7U1XxiZmjJFv1qtZr9+/QiADra2vPbnn3nWJIylieS1oCRJoqOjIwFw48aNcu+5VSu5wfPxkecnMzFmzBjlgVtbW3Ps2LE53+DuXVKj4aNHj5SRpdFghDygc8EajMyOHyc9PUkHh2xdI9nqf/JEnpdSqeT5h0ycOHGCugAIc3LgwAECoLubG1MbNMgwNp06kdkEieRa9pJERkRk/F+jkYOxtm1jpUqVCIB/5qPy5cb//d//EQCrW1kxHZDnlWbNkufPsiFP786UKSTAtV5eBOQ1vubm8uXLtNXq+c6EZ2uyfkkiN27kTO276eriYpE1jUlJSfQrUoQA2N7ZmWm5eFfyVPaSxAUtWxIA7VUqi65pnKadiigG8PacOTkafJP1azT8P+01XQA+suA678Tnz1le653oWLQo0/Rd95kwVX9aWhrbVK9OAKzj5JQRIWwiwliaSH6Mpc7YfPnll3JDB5DOzuTFi9mek2MPSZLIBQuyjERJcvny5QTkSEFzsnPnTkV/UlKS7FLSBY74+2dr7LPo796ddHHJMFTvviu71vRYvHgxAbB58+Zm1Z+enk5vb295dAY54IK5jLayaN+2TZ5r++ILOVDJ3d1wZKxteN58800C4JIlS8yqPzo6msW1na2vATkQIxey6F+9mtyzh5w6VQ780Q8ue/GCnDiRsdrlUAAYFRVlVv0kOa9vX7kjB3BZjRrk5s1ykI8p+vWflX4j/+SJPJcGsKarKwHw22+/Nbt2kry4aRMdtOXzNsCUunXJuXPJy5flDpMp2jPzzz+UAgLYVnvdAQMGWEQ7SaYmJrKhNqK6PMD7jRvLAVaZjGZe9KtTU1lXO2KdPHSoxbST5PnNm5Xy72pry+RFi7JdIZAX/Q/PnmVR7TU3LlyYJz3CWJpIfgpK1xB17tyZ3L5dDmBYvTrXc0JCQjh27NiMB/7wIdmxY4b7UG/NU2JiohJpN2/evHzlKyckSaKvry8BcNHnn8ujSUCOGs1lGUPI999zbM2aDNGPyKxTh8xmqUJqaiqrVatGAJw7d65Z9ZPkkiVLZLcLwIsDBhift1m4kGObN2dIo0ZyWev0A3KQRzZBSC21o4RVq1aZXf+qyZMzjI2LC9mzpzzfumAB+dNPhp2nuDiGtGjBsaVKMaR48azBPm++meX66enpyvIAS6ylkzQaftiggVIPxgBMsbIiAwPJ/v0NOwDnzjHks884tkMHhnzwATljBjlkiLy2rnx5A+PEWbPISZP44/ffE5DX4lmKXWvX0k5bRo0BPtKV5+DBGYni4xkyahTHBgcz5Isv5CCZkBDy11/laGp9T8bq1STAY1pD7+TkZLFlXyQZGR7Oim5usvcG4BmArFXLsDyZTbuTHQ8fkoMGcb32eVarUsViunXsWrmSRbTGuT7A+8HB2aYzST9JxsdzijaosFPTpnnSIoylieSnoHSjvvLly8sVIj7eaIOtkJIiB3LoRmb29uQPPyjnS5LEQYMGyfMqPj4W2Ypt0aJFBEBna2teBORNE7KLpNPP07RpGQ10/fpyo5GNu0OSJCW4p0SJEhYZ2ajVarbXRiOXAHi+eHGyUSM5uKhTJ9ktfvKkfoYNDYyLi2xkNmzINqgjMjJSCWS5ls1I2xyM1YvqHQ8wVV+f/pyXWi0HjOn+plLJ69D69JEN6717Wa69f/9+AmDRokUttuBfkiRO++gjJQ/+AE/oNOpH9Q4fnusSEmaz/d3evXtlV3X16hbRrmPPnj10LVqUAOhpZ8fNtrakfuf00qXctetiFkh5/nzaNEp6y7LO623eYQkiIiJYuXx52fUL8IeaNTOetySR3bqRgwbJHZTly+X3fetW2djrR4Nr5+ojkbGGM6+uzPxwcN8+xcvi5uzM1atXy3EUN27IwY7XrxtvV9VqeVQdFMSzWu1ubm550iGMpYnkp6ASExPp6elJABw1apRpEWQJCfLIoUwZQ6Nz5YqSJC0tjcOHDycg70yze/fu/GTJKOnp6coSjOIA97/5Jrlvn2wAf/hBXrRfubJcqXTcv0/27i2PwnLIb2JiojLZrlKpuG3bNovoJ8mosDDW0e5jWwTgUoAa/YZMf6R/5gz59ttyo3H8ePYdAy1paWns1KkTAbBJkyYW0y9JEj+fOFFpnALc3Li/ZUuySxfDRpgkf/yRXL9e7gAY2cQgJiaGNWrUIGCZaN7MhISEsITemr2eAQG8rL/z1OzZZOPGZLt28jMYNEjueK1eLY/MsnkWM2fOJAC2a9fO4vpv3ryplBcAdu3cmVd0dfLKFbJzZ7JZM7muBgbK/7ZrJ3do1q3L9pqlS5cmgJde/2cKL168YJcuXRT9jRo1ku8bFpa7oR82LOMiajXZrx/vaKP8bWxsCsRYkvKOVHXr1FH0N2/enEc/+MCwY1uvntw5HDlSXpKkP7/frZuSNlS7V66jo2OeNAhjaSL5Lajt27crD3h0nTpMjYvLmkj/hbt8OeMF8PaWlwzo/f369esGG1P/9NNP+c2SSURFRbGB1h0LgEMAhmWuUD17mnSt9PR0btiwQdkc2dramsuXL7eoflJuKDp16KDkoX758tw3YQKl334zXPNnIk+fPmXnzp3lnrq9PS9cuGAB1YZs27aNblp3GgA2bdqUW7Zsydeat5MnT7K6NtDB29vbrFHUufHkyRMOGjTIYDu1Nm3acN26dYzLrl7kwq5du5QAOt3OXZYmJSWFkydPVubGVCoV+/Tpw6NHj+Z5KcWRI0cUg2OpHawyo9FouGjRIoON1Tu1bcu/P/uMmmnT5M5v165ky5YZHZfMHTKSo0aNsngnMTvS0tI4e/Zsg49QtClenFttbJiWnaG/cSPj5P/7P3kt7/Dh/Hz0aAJgw4YN83R/YSxN5GUKapE2shEAA2xsuLNZM2qGDpV7QfXqkZnnXEaPlveD1ZvLCA0N5fDhw5U9M52dnfnHH3+8bLZMIvH5c75fr56SBxuVim94eXHtm28ycvVqOWAkB1JTU3n8+HFOmjRJ2aABkNeemnsjgtzQaDScP38+nZ2dFQ01a9bk3LlzecfEqL7bt29zypQpLKp1ydnb25s9CjY3nj9/zlGjRhnsm+rq6sp3332XP//8My9dupTtVoqSJPH27dv85ZdfDLZg8/b25jm9PYcLiosXL7J79+7KfCkgLxjv1KkTZ86cyf379zM8PNxg1KJWqxkeHs4NGzYwWLusAAA7depUYKMbHdevX1eWxuiOGjVqcOrUqTx79myuLm21Ws0NGzYoWxkO1p/7LCAiIiI4ePBgg12iypUrxzFjxnDPnj3Z7mMrSRIvXLjAPn36KOfszLyErIAICwvjsGHDlCkQACzp7s6hbdty04ABfPDxx5Q++sggvkNKSOD1S5cMNofIdWevbHgtvjpSELzsjvPbv/wSg2bMQLS2eCoA6A2gJYCatrbwjImBytERAEASz549w6VLl3Dy5EmEhITgzJkzyrWCg4OxcOHCAv+awdGjRzFt2jTs37/f4HcfHx9UqFABPj4+sLOzA0lERUUhMjISN27cQHp6upLW3d0do0ePxoQJE+Dk5FSg+gHg0aNHmDFjBlatWmXwpQIfHx/Uq1cPFSpUQKlSpWBvb688h7CwMJw6dcrgqzaBgYFYvXo1AgMDCzwPDx8+xKJFi7By5Uo8fvzY4G8qlQqenp5wc3ODSqVCSkoKIiMjkZKSYpBmwIABmDVrFry8vApavsL9+/fx008/4ffff8etW7ey/N3GxgaOjo6wsbFBTEyM8rUbQM7DyJEjMW/ePBQpUqQgZSucP38eixYtwrp16wzK19nZGUFBQUqdsLa2RmpqKu7cuYPDhw/j6dOnAIAGDRrg77//hqura6Hov337Nn744QesWbNG+U6kjrJly8LLywvOzs5ISEjA3bt38ezZMwCAlZUV5s2bh7FjxxaGbIV79+5h2bJlWL16dZZ64ObmhlKlSqFo0aJITk5GZGQknjx5ovx9ypQp+Prrr/N0v9fiqyMFgTl6Fc8jIzm+e3e66O2Mrzvs7e3p7u7OEiVKGIwcdIdKpWKXLl146NChAtlbMjcuX77ML774goGBgQajg5yO4sWLs3fv3ly7dq1FI//yQlRUFBctWsTWrVsb9LBzO6ysrNi2bVtu3LixwEcz2aHRaHj06FF++umnbNmyJZ20u/Jkd9jZ2bFRo0acNm0a7+bD9WxJJEnixYsXuWDBAnbv3p2VKlUyGDXoDmtra9apU4cTJkxgaGhoYctWiI6O5qpVq9itWzcDz0Vu9WHatGlm3XHrZUhMTOTmzZs5aNAgJQI+u8PW1pbdu3cvkM3s80JaWhp3797NMWPGsEaNGjm2Sba2tuzUqVO+N7QXI0sTMWevIjExEX/88Qf27NmDo0ePIiwszKDXrKNChQqoV68eWrdujW7dusHT0/Ol7msJ4uPjcfXqVdy/fx9PnjxBeno6SMLd3R2enp6oUaMGfH19oVKpCltqjiQmJuLcuXM4f/48IiIi8PDhQyUfJUqUgI+PD+rUqYMGDRrA3d29sOXmiCRJeP78OSIiIhAXFwdA/v5lqVKlUKpUKdjZ2RWyQtPRfVs0OTkZaWlpcHNzg4eHR4F9RzS/aDQaXLt2DefPn8eDBw/w8OFDkISNjQ3Kly+PmjVrolmzZq90PqKjo3Ht2jVERUUhPj4eRYsWhZeXF2rWrFloo/i8kJKSghs3buDZs2eIjY2Fo6MjSpQoAX9/fzg4OOT7uuYeWQpjmQ/S09MRGRmJpKQkSJIEV1dXeHp6/qcaN4FAIHidMbcNsDGDpv85bG1tUa5cucKWIRAIBIICwqqwBQgEAoFA8KojjKVAIBAIBEYQxlIgEAgEAiMIYykQCAQCgRGEsRQIBAKBwAjCWAoEAoFAYARhLAUCgUAgMIIwlgKBQCAQGEEYS4FAIBAIjCCMpUAgEAgERhDGUiAQCAQCIwhjKRAIBAKBEYSxFAgEAoHACMJYCgQCgUBgBGEsBQKBQCAwgjCWAoFAIBAYQRhLgUAgEAiMIIylQCAQCARGEMZSIBAIBAIjCGMpEAgEAoERhLEUCAQCgcAIwlgKBAKBQGAEYSwFAoFAIDCCMJYCgUAgEBhBGEuBQCAQCIxgU9gCBAXDs2fPcOHCBURGRiIuLg62trYoVqwYypcvD39/fzg7Oxe2RKMkJycjLS0Ntra2cHBwgEqlKmxJuaLRaHDq1CmcPn0aYWFhSE1NhY2NDcqUKYNKlSqhcePGKFmyZGHLzBWNRoPIyEgkJyfD2toaPj4+cHR0LGxZRklNTcXdu3fx+PFj2Nraws3NDZUqVYKdnV1hSxP8RxHG0kRI4tatWzh48CBOnTqFu3fvIjIyEikpKZAkCe7u7vD09ERAQACCgoLQvn17eHh4FKrm6OhoLF26FOvWrcPVq1dzTVurVi107twZ77zzDvz9/QtIYe7cuHED69atw4EDB3Dt2jW8ePFC+VvRokVRvnx51K1bF02bNkXnzp1fGcOTnp6OhQsXYt68eXj06FGuaQMCAtCnTx/069cPvr6+BaQwdxITE/HTTz9h06ZNOHPmDNLS0gz+7u3tjUaNGqF58+Z4++23UaZMmUJSmpUbN27gq6++wp9//onExESDv9nY2MDf3x8dOnRAly5d0KRJk1eyw/X06VOsX78eBw4cQHh4OFJTU1G0aFH4+fmhZs2aaNeuHQIDA19J7ampqfjjjz+wf/9+hIaGIikpCU5OTihTpgxq1qyJZs2aoW7durCx+Q+aHr6mxMbGEgBjY2Nf6jpJSUn84YcfGBgYSAAmH1ZWVmzVqhW3bNlCtVptplyZhiRJXLZsGYsWLWqgyc/Pjx06dGCvXr349ttvs0WLFvTy8sqivUmTJtyxYwclSSpQ3ToiIyPZvXv3PJd327ZtC6W89Xn+/DkbNmyo6CpWrBi7devG8ePH88svv+Snn37KPn360N/fP4v+fv368dq1a4WmnSQPHz5Mb29vA222trYsVqwYHR0dsy37Zs2a8ffffy/UcifJcePGGehycXFhlSpV6OfnRxcXlyy6K1euzPnz5zMuLq5QdevQaDRcuXIlnZ2djb7vZcqU4ZdffsmIiIjClq3w77//smLFika1lyhRgiNHjuS5c+csqsdcNkBHoRnLmzdvslGjRvTz82PdunV55cqVHNNKksRWrVrR1dXV5Oubo6DWrl3LUqVKKQ/Zzs6OLVu25OTJk/nbb7/x8OHDPH36NE+fPs3du3fz58WLOfqddxhYvrzBy1GtWjXu378/3zrygiRJHDFihHLvgIAA/vLLL4yOjs7xnEePHnHNmjV86623aG1trZzbokULXr9+vUB067h8+TI9PT0JgCqVil27duXPP//MS5cu8cWLF0xOTmZsbCyvXbvGP/74g59++imDgoKydAo2b95c4MY+Li7OwEj+9NNPTE1NzTH9s2fP+Msvv7Bly5bKedbW1hw3blyhNOALFixQdJQvX54LFy7k7du3FSMoSRJfvHjBI0eOcPbs2WzevDlVKpVBuW/atKlQOlmHDh1SdNSoUYOnT5820CFJEsPDw7lu3Tq+++67BgbJw8ODc+bMYXJycoHr1qdRo0aKpjp16nDevHncuXMnDxw4wC1btvCbb75h165d6eDgYPC+vP/++3zw4EGhat+5c6eiycvLi5988gnXrVvHP//8k2vXruXMmTPZrVs3Fi9e3KCutmvXjocOHbKIptfGWLZq1YorV64kSW7atIl169bNMe38+fM5dOjQAjOWqampHDBggPJAfX19uXDhQkZFRRkmTE8n9+4lP/qIrFOHtLYmARLgXYCTGjWim5ubcp1PgoOZnkvjaQ6+/fZbxdDMmTOHGo3G+El37pCXL5P37jHy1i1OmDCB9vb2BEAHBwcuXbrUopp1REZGsnTp0oqRv3jxosnn3rlzh1988YVBZWzbtm2B9rxr1Kih3Du3zl92nDlzhm+88YZyfsWKFS3e89YnNTVVubdKpWJiYqJJ50VERPDLL7/MUu537961sGJD+vTpo9w/PT3daPq4uDguW7aMfn5+BiPNf/75pwDUZiUtLU3RYW9vn1FvU1LIx4/JtDQlbVJSEjds2MDmzZsr5zg4OHDOnDkm5d0S6BvAmFWryMGDyYYNyXLl5KNqVbJlS6atXMldu3axd+/etLKyUs7p2bMn79+/b1ZNr4WxfPLkCV1cXJQHK0kSPT09eevWrSxpr1y5wmbNmvH27dsFYizVajW7deumuMa++uqrnHucFy4oxlE5ihcna9cm27Qhly/nixcvOHLkSOWl6F2unMXcVX/99Zdynx9//DHjD5JEXrlCzptH9ulDvvee4Ym1axvmwdWV9+vWZTtfX+V648ePN83wvgT6FS63kXBuxMfHc8qUKSxSpAgB0M3Njbt27TKz0uzRub0rVaqU72vs3LmTvtpyt7e35++//25GhTmzY8cOpezz08GIj4/nl19+qXSyXF1duWXLFgsozR6dsRw/fnzGj2o1GRVF5tIGpKenc+XKlQau53HjxjFNzzgVBKGhocr9437+mezShSxRIqNOXriQkXjrVnLIEHLlSh5et45NmjRRzq1fv77ZjY4pVK9enQD4bd++WdtE/WPOHOWcu6dPc3ilSorRdHJy4sqVK83mmXgtjOWZM2dYuXJlg9/q1auXxVWZlpbGRo0a8dq1a7x3716uxjIlJYWxsbHKERERka+C+uqrrwiARYoUydrIXrhArl+f8X9JIhs1IocOJTdsIMPDc7zuxjFjaKt9oScNHJgnTaaib2wkSSKjo8nZs8mKFQ1f2KJFSX3D16YN6eFB2tsbpNMAnOnkZGAwLYVGo1HuM2TIkNwT37xJ/vUXuWkTuXo1uXy5/O+mTeSuXWR8PG/evKm4Z21sbPjrr79aTLsOnWvv8uXL8g8xMeShQ+SqVaR+h+vvv8kpU8gFC8i1a8l9++R3R9tIREVFsUuXLkqH7ZdffrG49hUrVhAA/f395R8SEsiTJ+Uy3bHDMPHWrfJvp0+Tjx4pukny9u3bBu7E2bNnW1w7Sfbt25cAOOeLL8jPPiNr1SLt7OR3+bPPMhLGxZGlS5PNm8ujn8WLybNn+eLpU37wwQeK7iZNmvDJkycFop0kjx07RgCsUKRI9kZGfyAxZozB36TKlflzcDBdtfOyHh4ePHjwYIFpJ8kKFSoQAI8cPEg2bkx+8gm5eTN5/Dj577/kwYPkr7+SV69mnLR8OQnwIsCmtrZK2b/77rtmcYn/TxnLSZMmce7cuSRp1FhOnTrVwFjojrwUVEREBG21D82gcY2KIgcOJFUq0tlZdovkg7U1a8oNoErFC/o9RTOhPw/An36SjaKuUtnbk506kTNnkrt3y73uzEiS3JhcvCi/2MOGkRMn8pdfflGuvWrZMrPrJuXOju4eT58+lX9MTCS3bSMnTjRokPnuu7n3Xu/cISm7Fvtp5wNVKhW3b99uEe06dD3khzNmkHXrZquJJPnpp9nrdnIi69UjL1ygWq1WGm8rKyvu3LnTotqXL19OAOwSFEQ2aya/6zpddeoYJs7c+XJ1lV1uw4aRa9YwLS2NY8aMUZ7n1KlTLaqdJKdPn04AfNvGJmu5fvRRRsLz57MvexcXsnt3bp0yRfEQVK5cucBGabdu3ZK9CQBTnJ3JqVNlIxMVJXds9d//w4flDkCTJhkdAoBhAOtoDaadnR13ZO7kWJA2desSABf17GmoNTcuXybHjyd9fKgGOBOgta6z0qgRnz9//lKaXgtjaaobtmnTpvT19WXZsmVZqlQpqlQqli1bNqMx1cMcI8svv/ySANi8efOMH/fsIX18MipVnz5kZGTeM52WRpYty+56vSdzo4vY3b17t+xyBciAAHLlSjI+/qWuPW3aNAJgUZWKkRYw9PHx8RluqAsX5F6/g0NGud++nZF41ix55NCsGdmhA9m1K9m+vfz/wEB5nkeLpk8fDtFe18nGhjctoF2HZ8mSBMAT+o2wr6+sTV9/SAg5YgTZqxfZqhVZpQqp38g/ekRSrheD2rcnIEd2hoWFWUz73r17CYBlAEo6HV5eZNOm5PvvGyYeMEA2oD4+pJWVodGpWVNJNmfOHOWZrlixwmLaSfLcuXMEQFuAD318ZA/QnTsGc30kyaQkecS8bh05ebL8bIoVy9A/dy5v3LihuMLLlSvHR9rnYUkkSaKX1oW9pWtX00+Mi5Pz0q0baWXFpKpV+dZbb8llYWvLffv2WUyzPnOHDCEA1razo5TX6Zq0NNkzFxTEAwBdte9MUK1aL2XoXgtjSZItWrQwCPAJCgrKNb2xkWVm8lNQuoqtG81yyZKMxqBKFfLEiSznhISEcMyYMQwJCcn94jNmkACPaXt+rq6uZp8DbNCgAQFw06ZNcvDRr79mP4LUw1T96WlprKddOvBx/frmlK3g7u5OADym11tmuXLkqFHkvXv50/7zz0yrX58ttM+2lZubxaI1u2jnjr4CyB9+MOqBMNCflkZev07+8YdBmtTmzdlIq719o0YW056QkEAHbST0kerVSRNGVCEhIRwzejRDvv9ebuwmTiT/7/8yEiQlcYrWU2NvZ2fxZTGNtMF0g319SSOBdAZlr9HILuWpUxV3Z3h4OCtp5zHr1KjBhIQEi2onyc+17089BwdqjERDZ/vuh4WRJ04wLS2NPXr0IAAWd3LirZs3LaycfH73Lh217+n6Dz4wmj5b/RoNuX49L3t60kPbcWjZsmW+g5ZeG2N548YNNmzYkH5+fgwKCuKlS5dIkkOGDMm28StIY7l8+XJy2bKMBnvQINklmImQkBACUJZb5Nhob9qkXCv9558VV6+5XTyDBg1iXuYWTdav5W9t79HFxibXJRH5pY+2go8CyBYtyKNHc3Tp5FX7nR9/ZBHt8/3nzz/Nrp0kV2sDuXwBpmzalGtak/RLEvnpp7zh5ER7rfYDy5dbRDtJDq1WjQDYQqWiNG2aPOf9Mvr//ZeStTU76VxrZcpYdFnJMa0rGQB3VKokuzHzq53k7Zo16aG93oj27S2mW8fDy5fprL3f4ooVyWw8aKRp+pOTk9nAx4cA2Mjbm5oCWAM7rU0bAqAHwHDtQCg7jOp/8YJnDx1S1sZ+/vnn+dLz2hhLS/MyxnLVqlXk8OEZwQE5VPAxY8YoD9za2ppjx47N/sI3b8pRsmPGUNJolHVSt/Vdc2Zgy8aNBEBve3sm5VDR8qWfJBMSqKlZk57aMrJEAME+bSWyB3hnwQLDIKSX0X7iBFmxIj/Qau/fr5/ZtZNkUmwsfezsCIDfAvI83urV2RqdPOl/8oSjtGtP3yhd2iLaSTLs6lU6aOddlwCyG7x/f3LLlixufJP1P3jAiD59lI7K3vnzLaafJEd37UoAdAN4DSA7dpSDvvRGJ3mpt/tq1VLahX8WLbKodpL87uOPlTpwyt1ddrFman9M1R/+1VeK8V0xbJjFtacmJTHQ1VV2xwKMnzIlW8+Wqfo3atszK5WKF410PrNDGEsTyU9B6SLqJuoCSv78M9fJ6lx7SJnD72/cIDUaZSLf1tbW7KOzlORkltFq+aZBA5NcsCaNzi5elOeoAHbWjoqXW2CEI2k0bO3hIY9CAKZWqEB+/DH5+++yi1KvvLLVnpoql/Off8qBHDpOnSIB7te66Upb0OCsWLKEAGgH8ILOM2FtLUdf6rllQ/74w7SylyRy0SJeLFFCbkStrU1eA5kf5mrnGW1VKh6G3lxky5YG6UK063mN6o+NJdeu5UitEe7XoIHFtJNy7EL92rUJgKUA3tHp/+23DO2mlj1JqtV8v2xZ+Z308LCodlKOCn+jVSsCYAmAVwF5mYgeefGqzG3blgBY2c7O4ku/SPLezZssoV221QRg7NdfZ0mTF/09qlQhAAZ7e+dZizCWJpKfgtq8eTMBefcVUyOxQkJCOHbs2IwHfveuHDlrZUVmE8E4ceJEAmDr1q1N1pUX1nz4IXWBDicDAuRNE3KpJFn0Z+bGjYx5Ww8PdtdGly5cuNAi+u9ev04X7eisD0C1foPduXNGQo2GIWXLcqyHB0NKlpQjMvUjOPv3z0grSeSPPzJSu5bNysrKYg2HJEnKso/SRYsyvHJlWY+jo8Hohr16MaRECY719GRIYCDZvTvZs6ccqJF5aVH16pQAemgNjiU3K5AkSdlq0NnBgUd79SIrVJDnI3U8f04CDAE41tqaIR4e8lrdpk3lIKsFCzLSnjxJAvxHO8Lx9vS0mHYdz549U9b9eTo68rSHh7yMR8e0aQwpX55jq1dnyIABcsDVqVPyvHhmj8zcuXzg6aks+8rrZhP5ISYmhnW0Br8kwH91MRSkHPx1/DhDtm7Nvd5qidu7Vxldnjp1ysLKZU6dOsVi2viGWgEBvKeLN3jwQGmLjLY7WkI3bCAAqpD39b/CWJpIfgpKrVYre3YG163LdFMjSNPT5XV/2og0pcH+8EODZGfPnlXmK//IFMhhLiRJ4tvaMG43gJcBslQpeS2ovjswOVmODExJIZ88kdc/7dhBfvutwcJhShJZvbrckN+/rzRCW7dutYh+kvz7779pY2Mjux3LlmVCUJBsbAYNykiUlpb9EgBHRzkidsyYLNfVLfx2dHS06NxZVFQUq1atSkDeiefW/v1yg6xP5o0g9A97e8MOzvz55PffM0C7Q9CePXsspp0kExMT2bp1a3kka2/P1atWGUQY8+pVOco3J/36731KClm7Np/q7dtaEAv+IyMjWVO7VMvR0ZErVqzIeObNm+e+9Eif1q1JgMHaqZM5+nXDgkRFRbG21mAWKVKEq1atkvVPnZqxXKdrV3m97u+/y1MNt28besKmTydLlGBXbbkv0O/EWJhz586xhNYb4u7uzj+3b5cj8319yS++kNdfmhK4M2cOG2j153WttDCWJpLfgjp39izttD347p6eTDhyJGdXrEYjj2CKFzesbO3bZwkuOH/+vLLnadeuXS3aWMfFxbGBtqK5AvwL2vkn/ZezTZucGwsXF8NowhcvSJInT55U3Cf53WHHVLZs2aLsBlO1alWeOXXKcGG/RiOPmvfskRuKGzdko59Luc6fP58A2LBhQ4tqJ8mwsDCW1+4RXKJEiawG7tEj8tgx2Yj++iu5aBG5cKEcWLZyZZYlD5IksaR2acq/OQSumJPExER21c7/AeCgQYOyPvOkJHl5xr//yl6UzZvlQ98FruXOnTvUTT8U1N6xsbGx7NChg5KHnj178uHDh/LSry1byK+/Jnv3JoOCyDJlMjbl0NcXEkIuW8YvP/+cAPh+5mU0FiQuLs7gGbz99tt8PHy44VKXzId+p6ZLFxLgcO30w5QpUwpMO0nev3/fYN/mvra2fKyv1dVVbofGjpU35tARHi53AurXJwEO0p4/Y8aMPN1fGEsTeZmCCvnyS8XtUhXgPnt7snJleYRVq5Zh4saNFRclP/6YzBQen56ezgULFihfbAgMDGSMvkvIQkRFRbFp06ayC0Ol4qgWLQzLomXLjJdWpSLd3Eh/f3kd6TffyOu39IiJiVFGlYMHD7a4flLe1US3DZm1tTWHDx/Ox/ncECI0NFTZv7Sg9rp99OgR69SpozQWH3/8cb6f/eHDhwnIe4Cm6DeIFkSj0XDKlCnKZumenp5ctmxZvubadXsW17fQsqOcUKvVnDVrluKpcHFx4Zw5c7Kf983FiOumT0aNGmVBtVlRq9WcPn26ot/Z2ZlfT5vGuAMHyO+/l+czdXuwOjkZbu138CC5di2bN2tGAFy8eHGBaiflqNwJEyZkbGlnb88vqlZltKuroZHXj+C/ciXjd1tbttPuDpTXqR9hLE3kZQvq0C+/0Ec7UQ2ArQBuBJioUhkGzhw8KC9xyBRM8+zZMy5cuNBgo+b27dtbfESmT2pqKocPH67c38PDg7Nnz5Yb7ORk2SDGxBgNBLp06ZKySbiPj0+BLNLW8fz5c/bq1UvJQ5EiRTh48GCeOHHCpHlHSZK4bds2ZVRWt27dAt1sOikpyeArMCVLluSCBQsYn4dNIp48ecLKlSsTAIcVQFRjZo4ePaq4lQF5of7cuXNN3g5u586dipegILbuy44zZ86wfv36BnVh+vTpjDRhg5GYmBiW1Qb5rMxlSYQlOXfuHOvVq6foL1q0KMeMGcOzZ8/mOFKXJIlLtAFnVlZWhbJnrI7Tp08b6HdwcODArl15cMIEpo0eLW+hqCM9XZ42+vFHrl28WDnnxo0bebqnMJYmYo6Cev78OT8aPVrp1QHy4urWrVpx7NixXLJkCTdu3Mjt27dz/fr1XLhwIUeOHMkGDRoYfLrIzc2Ny5YtK5BotOzYu3evgdEuUqQIe/fuzTVr1vD+/fvZVra4uDju2rWLffv2VaLWvL29eT4bF1tBcOjQIWXTBd1RqlQpDhw4kIsXL+a+fft49epV3rx5k5cuXWJISAgnT55s8CWQmjVrFuh+n/rs3r2bVbSRfbogsg8++ID79+/PcR/M5ORkrlmzRvkSS5kyZbLdvaogSElJ4YIFC5SpBEDec7dly5b85ptvuGfPHoaFhTE2NpZxcXG8efMm165dq3yUAADfeOONQv3mpUaj4YoVKxT3uM6ItG3blnPnzuW///7LF9opB1Ku/7///rvSUShTpkyBbE6Qm/7169cbvEeA/FWkd955h7Nnz+aKFSu4cuVKTps2zcA4TZo0qdB069B1XDN/G9jV1ZWdO3fmp59+ygULFvDHH3/kpEmTDOr76NGj83w/YSxNxJwFFRYWxilTpihbYJl61KpVi4sWLcrTKMJSpKenc9WqVQbGQ3c4OzszICCADRo0YIMGDVi2bFmD71oCYPfu3Qv9m3mSJPHYsWPs27evSR/I1R1OTk787LPPmJSUVKj6U1NTuXTpUoOOi24er27dunz77bc5ePBg9uvXj82aNTPIo5+fX5571pYgMTGRy5Yty9Jxye1QqVQcNWpUoX8vUkd6ejp//fVXZZoi8+Ho6JjlQ9deXl6F1lHMjEaj4a5du/j2228bfNsyu6NIkSKcMWNGoX3IPTt09XjgwIHKrl05Hba2tvz000/z1ckyt7FUkSReQ+Li4uDq6orY2FgULVrULNckidDQUBw+fBjXr1/HnTt3EBcXh6SkJDg7O6NYsWKoXLky/P390bJlS5QuXdos9zUnJHH+/Hls3LgR//zzD86ePQuNRpNt2rJly6Jjx44YNmwYgoKCClhp7qSkpODgwYM4ceIETp8+jfDwcDx69AgajQa2trbw9fVFtWrV0KFDB3Tp0gVubm6FLVlBo9Fg//792LhxI3bu3IknT57kmLZ06dIYMWIEPv74Yzg5ORWgSuPcunULe/fuxYEDB3D16lXcuXMH6enpAABHR0dUqVIFbdq0wdChQ1GlSpVCVps9d+7cQUhICA4ePIh///0Xz549M/h7pUqV0Lt3b4wbN+6Veod0JCUl4ciRIzh79iyuXbuGmJgYqNVqeHl5oVGjRujWrRu8vLwKW2aOaDQanDlzBmfPnsXVq1cRHR2N1NRUeHp6ombNmujWrRt8fHzydW1z2wBhLP/HSUlJQVhYGMLDw5GSkgJJkuDp6YmyZcvm+yUVmA5J3Lt3DxcvXkRkZCTi4uJga2sLb29vBAQEICAgAFZWVoUt0yRIIjU1FRqNBo6OjlCpVIUtKc8kJCTgyZMnUKlUKFmyJJydnQtbkiCfCGNpIsJYCgQCwf8u5rYB/40uq0AgEAgEhYgwlgKBQCAQGEEYS4FAIBAIjCCMpUAgEAgERhDGUiAQCAQCIwhjKRAIBAKBEYSxFAgEAoHACMJYCgQCgUBgBGEsBQKBQCAwgjCWAoFAIBAYQRhLgUAgEAiMIIylQCAQCARGEMZSIBAIBAIjCGMpEAgEAoERhLEUCAQCgcAIwlgKBAKBQGAEYSwFAoFAIDCCMJYCgUAgEBhBGEuBQCAQCIwgjKVAIBAIBEYQxlIgEAgEAiPYFLaAVxVJknDv3j3cvHkTCQkJUKvVcHd3h7e3N6pUqQI7O7vCligQCASCAkIYy0xcv34dC777Dls2b0bUixfZprGzs0PNmjXRvn17dOnSBQ0aNICVlRikCwQCweuKiiQLW4QliIuLg6urK2JjY1G0aFGj6dVqNb4YMgTzf/0VkrZI7AFUKVkSxatVg5WVFaKePsX9mzcRm55ucG7FihUxbNgwDB48GCVKlLBEdv6nefr0KY4ePYqbN28iJSUFrq6uqFixIpo2bQo3N7fClicQCF5B8moDjCGMJYCE+HgE+PoiLCYGAPAmgNFWVmju4QHbWbOAwYPlhPv3g23bIgzAMQA7S5TAXwkJiEtOBgA4Ojpi9OjRmDBhAjw8PCyUs7zx4MEDrF+/Hv/88w9CQ0ORkJAAW1tblClTBjVq1ECrVq3QoUMHuLu7F7bULISFhWHixInYtm0b1Gp1lr+rVCo0bNgQw4YNQ58+feDg4FAIKnPm5s2bWL58Of755x/cv38fKSkpcHd3R6VKldC4cWO88cYbCAoKgkqlKmyp2RIdHY3Dhw/j3r17UKvVcHFxQbVq1VCrVi24uroWtrwcIYl///0Xe/fuRUREBOzs7ODt7Y3atWujWbNmcHFxKWyJ/xOQRExMDGxsbODk5FTg3jdzG0vwNSU2NpYAGBsbazStjbU1ARAANzVqRB4+TCYnZ0149y45bRpZrx4JkAATAf7i5MQ63t7KNVxdXfnjjz9SrVZbIGemkZKSwk8++YS2traKrpwOOzs79urViydPniw0vZkZOnSogcaAgAD279+fw4cPZ69evVi9enWDv/v4+HDlypXUaDSFLZ3R0dHs378/VSqV0bKvVq0af/75Z6alpRW2bIWHDx+yf//+tNarF/qHtbU1W7RowSVLljAhIaGw5RoQEhLC0qVL51jeRYoU4Ztvvsm///6bkiQVttxsiYuL46xZs1i/fn26urrS0dGRpUqVYocOHThz5kxev369sCXmiCRJPHXqFN966y26uLgo5e7s7MzmzZtz1qxZvH37doFoyYsNMIX/eWMZ//ix8kDbV6pk+g0iIsjp00lfXxKgBPDP+fNZq1Yt5XoNGjQosBdDn3v37hk0EE2bNuX333/Pf/75hxcvXuTJkyf5+++/85NPPmHNmjUN0nbr1o13794tcM36nDp1ykDTxYsXs0334MEDzpo1i2XKlFHStmrVihEREQWsOAO1Wm2gPTg4mOvWreOlS5d48+ZNHj9+nEuWLGHPnj1ZpEgRJV2FChW4a9euQtOtY+PGjQb6a9Sowd69e7N///4MDg5muXLlDP5erFgxTp48mfHx8YUtnbdv3zbQ1rt3b06bNo2TJ0/mu+++ywoVKhj8vXbt2q9EmeuzatUqox0sAGzSpAm3bt36SnQO9fHy8jJJf5cuXXj8+HGLahHG0kRMLahNkyYpD1CTnp73G6nV5IYN5Ecfaf+r5qJFi1hU26tycXHh+vXr85OFfKHRaAxeyj/++MPoOefOnePAgQNpZWVFAHRycuKSJUsKrefdpk0bRX9SUpLR9MnJyZwzZw6dnJwIgG5ubjx69GgBKM3KH3/8oWgfOXJkrmljY2M5f/58enp6KucMGDCg0EZrmQ396dOns013584dzps3jxUrVlTSenl5cd26dQWs2JBvv/1W0XPu3Lksf5ckiRcuXODHH39MR0dHgw5iYXawdCQlJRmU/08//cQrV67wzp07PH78OBctWsSOHTvSxsbGoEP+qniE9u/fr+iytbXlmTNnmJSUxMTERF6+fJlLly5lmzZtDDwuffr0YWRkpEX0CGNpIqYW1GcdOhAAR5QrZ76bh4cz3MGBzfRcs1OnTi0Q43PhwgXlnnPnzpV/TEkh79whL18mr14lw8LIbNx+169fZ4sWLZTzBw8ezNTUVItr1ufKlStKZQsLCyN79iTt7EhbW9LVlaxVi+zTh1ywQM6PXpmGhoayTp06irvtzz//LFDtJNmpUycCoL+/v8nnxMfHc+zYsUpnJSAgoFBG9wcOHFCe/YULF4ymV6vV3LRpk4HR7Nu3L2NiYgpAbVY6duxIAJwwYYLRtM+fP+fYsWMVV7Obm5tJHUtL8tdffynleP3CBfL6dfLYMfL8efLBA+Vdj4yM5Oeff05nZ2cCoEql4oQJEwq8rmZm7Nixin7p7Fly2zZy/Xry77/JmzeVdKGhoRw8eLDyvhctWpSbNm0yux5hLE3E1IIa2KQJAfCbihXNd/OVK0mA6QA/dXMzMD6WdpuMHz9ecdPw8GGyWjVlftXgUKnk+VcdkkSmp1Oj0XDu3LnKi9yxY0empKRYVLM+c+fOJQB27txZ/uGdd7LXr8tDdLTB+YmJiezatSsB0N7enocPHy4w7enp6cqI5fKlS+SzZ+S9e+TDh3KHxQiHDh1SRpmlSpXijRs3LC9ajy+++EIZ3eaF1NRUfv3114rhqVatGu/du2cRjbnh7+9PAPx75Uq5Ds6aRX7zDblsmTxtkg1XrlxhUFCQUkenTJlSaB6VyZMnEwAHVaxIOjoavuuOjrIXS0dkJB8+eMD33ntP0V63bl2LjdJMoVmzZgTA34oXz1pX27Y1TBwRwbNnz7JevXqK/o8//tiscR7CWJqIqQU18u23CYCTixQh8+OGzYm9e0kfHxLgcnt7WmuNz/vvv2/Ryti4cWMC4Nq1a8kbNzJe1iJFyBIlSA8PeaQGkN9/n3HilStk8eLke++Rhw9z119/KQ3/m2++WWDBSsN69yYATtMZ8rAw+YiIkEfF27eTM2eS7duTLVoYnvx//0ceOcL09HR269aNujm1gmq4Hz16JPf0AWqKFs1q2PXfxdBQ8smTLNd48OCBErzk5eUlj64LiIEDB8odxypV5HfXwUE+ypQh58zJSKjRkImJWc4/ceIES5UqRQD09PTk5cuXC0w7STZo0IAAuDm7jtX+/RkJL12SDeiDByRlYz9u3Dil0X7vvfeYbs62wEQ+HD2aAPiZTrOLC1m+POnlRTZubJi4Vi05XuLLL7l16VK6aTvlpUuX5qVLlwpcO0nWqVGDALhDp71BA7mOBgQYdsyjokhra7J+faYtX87PtB18AOzevTuTswuuzAfCWJqIqQX17axZBMAeAGnuyf5nz8iWLUmA6wFaaX31kydPNu999PD19SUAnjhxQh4thoSQjx8buCup0ci/vXiR8ducOYaNi78/902aRHt7e8WNXBD0Ll+eALigSxfjifXzdO+eXAEBsnNnJl26pDSejRs3LpDG78GDBwRAa4Aa/U6KSkW6uRkm7txZ/nuDBvLo59o15U/Pnj1jQEAAATnAJi4uzuLaSXJk//4EwEnZGZuZMzMSXr9O2tvLo4W5c8lbt5Q/RUREKEFj3t7evHPnToFoJ8khb71FAJwIkE2bkgMGkIMGkV26yO+HjokTM/LVoAG5dCkZE8Off/5ZGR2/++67BR7NPuODD2RXNiC7XzPXWR2xsfKUhC4PVla8060bq2jrjoeHB69evVqg2kkyuFIlAuAPXl65e1L27pWnVXT6S5bkxvfeo52dHQHwjTfeMEt9fW2M5c2bN9moUSP6+fmxbt26vHLlSpY0+/fvZ7169VitWjVWr16dEyZMMNmNaWpB/fPPPwTAEgDTmzfPV15yJS2NfP99EuAKZEzeb9myxfz3IlnBw4MAeOTXX/N2olotu22HDjVwAa3RGl+VSlUgQTODqlQhAE7P3JM2xoMHcjnrKqGtLe+NH8+iRYsSABctWmQZwXqkp6fTWvt873/5ZUaDIUmGHRNS7nFnNkgNGpA//UTGxzM8PJze2jnvwYMHW1w7SS7o148A2EnXWN+7Jy+XOnmSvH8/I+HGjVm1168vzyM/f86oqCjFJVq5cmWzNVbGWD9xIgGwrEpFTW7RuT//TDZsKHdidPodHMgRIxiyfLkSQDNq1KgC0a1j//ffyx4FlYpqY4FtycnkunVk69ZKHqIA1i1RQumo3Nd/ZgXAjPbtCYBdPTyMJ37yhJw9myxXTtG/z8OD9tqlboMHD35pD9xrYyxbtWrFlStXkiQ3bdrEunXrZklz7tw5pWeanJzMJk2aKOcYw9SCSktLo4fWhbHzs88Me3PmQpLITz4hW7XimFGjqJvUtsT8QqvixQmAK/r3z/9FXryQl8VoXYkDtS9wrVq1LN7b/qZvX7l3bWubrZvSKDdukB07KhVwceXKBEB3d/cCCTyp4+pKAPzVy8vQwGRHZKTsDuzcmbSxMTQ8lOcwdZGDBbHE4eKuXQRAe4BR3bqRORkcSZJHwt99R7ZrlzGi1xmdffv48OFDZUlPnz59LK6dJJOeP6ertrw2165NGosqfvSInDePrF49Q7+HBzf89ptS7itWrCgQ7SSZEh9PN+19t/XqZfqJZ86Qb75JAnwO0F/rCq9Xr16Bxhtc0QYoWQN8sHSpaSelpcmdl7JlSYAhVlbK6H7ZsmUvpee1MJZPnjyhi4uLMtSWJImenp68pefOyY5Ro0aZ7A7MS0GNGTOGANg8HyPLkJAQjhkzhiEhIbknlCQyJYXp6emsX7++MhdobiY0bSq7kYoWzXZeKTO56n/2jOzVi09nzmSxYsUIgBs3bjS7Zn32aBtsL4CaVq3IXCL8ctQuSeSqVaSTE9MBVtG6khcsWGBR7ST5hXbeqSMgzwGvW5djB8xA/+PHsiu8UiVSr4Ee8/HH1EXXWrqjIkkSA8uWJQB+C8i9/j//NK5/9Wpy4UKydm15rkpb544dO6Y0fAUVmTx5wAACYBWAqQEB8lx8btpDQuT8HTwoz4NPmkSSnD59OnVBYtf0XOSW5jNtcFogQPXixTmmy/bdP3iQHDCA9+7cUeYwP/nkE8uL1qOZdkOID6ytZXdrDmTRn5REfvEFOXmysgTI3t7+pTZgeC2M5ZkzZ1i5cmWD3+rVq8f9+pPwmXj06BE9PT1zXPuVkpLC2NhY5YiIiDC5oCIiIhR/+c6dO+URgQk+85CQELknpW0QjBpMLZcuXlR2DTp06JBJ55jKMa2xcQYY3bp1rgbTZP2SxClTphCQNziwJKmpqSyqDYk/CJDBwdnmwSTtV66QpUtziTZisGrVqhbVTsoL43Wjkmu60UqTJuSRIwZGJ0f9arXBuxf9448spk1jKde9PitXriQAFrey4nOd/saNZRe9HtnqlyTDuUFJ4kStG79ixYoFMm8cExPDEtqO3SStO56TJ5N68765vjvaaR6NRsNODRvK73yDBgW2+P/Z06cspu3c/QCQ48dnWeZlyru/fft2OY2VFS9ks+bUUhw+eJAAaAXwtLU1uWRJls6WMf0ajYYdtEv62jdqlG937P+ksYyNjWXdunU5f/78HK85depUZT5Q/zC1oHRLLnxLlmScq6scGGCkgowZM0Z54NbW1hw7dqxJ9+KYMfxAq69t5pDql0Sj0dBfu1PJNICsUYPMYQecvOjXdT5UAJ/orZmyBMOGDZPnPqys5MZ62LAsaUzWHh/PuLg4Zds/Y94Lc/Dmm28SAIMrV5bdkoA8R6ZX6U3Sr9GQfn78VPuudGrWzOLa1Wq1Mt/Yu2pVSkWKyPrnzTNIZ5L+/fsZB9BDq39TAW3OsWnTJqXB3g/IbmK9nbRMLfv7fn500mpfv2RJgWgnyR8XLVLc4RcAOQBMD5P0SxK7a+e8uxRAJ1GfPj17EgD9AMbb2BgEgJGm6b91/DjttJ3O/Zs350vHa2Es8+KGjYuLY6NGjTh9+vRcr/kyI0uSTEhIYHltNFkfyNvXcfToXOcw8zuy5OnTDLOyopW2Ipo7YnDDhg0EQAeAd3SNRWjoy+mXJAZoR99bP/vMrHozExoaqozOjlaqJK9TzERey1632cKKH3+0lGyF0NBQJUhk7cKFsrHfti0jwcOHDNH2nI3qv3ePN7TzrjYAEwpg3vXUqVOKrsWzZpFjxsjh/jpWrGBI7drG9UsSuXgxJ2uXTXUoW9bi2nUM0Lpjizs78+bHHxv8LWTIENPK/upVfqUNEAtwdqZUQKNLjUbD4OBgAmA5OztG6tddtdrkdz/066+p0rYxN/btKxDtJBkVFaXsz9u1WjVDj0Jqqmn6Y2I4Sht/0bV06XzpeC2MJSk3XvoBPkFBQVnSxMfHs3Hjxvzqq6/yfP38FNThw4eVRu5bnQvqvfeMzpuNHTvWdEOpY9gwttW+yN9++23ezjWCJEls1aoVAbCJuztTg4MNE1y4oIyaTdavVvMd7RZ+c18meMhEBg8eLDdSAQGGQQrvv0/+9pvSaJha9qO1W+h9amE3sg6dp8PFxSXr5gLz58vBDADH2tkxpGFD8ocf5AjUbIJqpEePWFr7rhzKZR7LnMzSLqmysrLKOt+ojcAMATgWYEipUuTIkXKgxunTWTwyVz//XBkpJZswj24OkpOTlaVDvr6+GR3S69cztLu6MuTtt8lDh7L/cALJ6H//paO27M8U4HZ+z58/ZyXtUowaNWrwyZMncrk2akT27cuQb7/lWGOxEpLEjlqDM7NjxwLTTpLHjx9X9j4eOnSo7MY+flxe6z1lCkNWrTJad6+tX08AtAUY9+hRnjW8Nsbyxo0bbNiwIf38/BgUFKQspB0yZIhSgDNmzKCNjQ0DAwOVY8aMGSZdP78FtXDhQsWFu1wXWt6mjRzsYk7Cw/l/2tFTNzO7Ykl5/07dsolB772X4fd/8EDOU6lS5IgR8nZU4eE5j6DVarkRb9+eQ7XlMuOLL8yuNzPPnj2ju7s7AXDEiBHyj0eOZEQtVqwoh56bWImmNWpEABxeo4YFVWeQnp6u7GhSrlw5PtQfHZ84Ia8BdHfPflci/aCGuXNJDw+21pb9r7lMRZgTSZKUTQrs7OwM50tDQ8kZM8igIMPlFwDp5GRoLJs2pQTQVav/ag4BN5bg8ePHrKJdilS6dGl57eH16/IWijr3su6wt5fnlnfvzrjA6dPk2LHsqdU+OY87G70s9+7dU5YPVapUiXd+/dVQc6VK5KefysY+u06IWs1F2vW6HcqXL1DtJLl161bFQ9S3b1+m9eqVod3GhuzUSQ7Ey8ZzRJJMSGAFbdnvzkdU8mtjLC1NfgtKkiRl/lKlUnGxbrebUqVko2JG9mv3Ma1asqRZr6tj165dyrZ1w4YNk3t3u3crS0IMDmdnMjDQcGOG7dvl6EZtmi7aaxXEmkVS3itTV9kWLFggR1l+8428wF+n28pKXoD+zTfKjiwGxMaSq1fzM60LeXSbNgWinZSnG3Sjg8qVK2fdSUitJk+dkpfpBAcrOz7x+fOMNB9/TALspPV4FORShrS0NPbo0UMZYc6fPz9rsEV0NLl1KzlunLxJQebNJLSfs6uoDVop6A3uHz58yKpVqyqj/B07dsh/iI+XP4DQuzfp6ZnxPunvD7tiBQlwkbbB7pLZQ1MAhIaGKl96cXNz444FC+R4iszG3sZGzo+OtWvJ0qW5T6u9qq9vgWsnyfXr1yveuqZNmjBy6VJ5dJy5/alWzbDD/uGHpK8vu2j1L83H9IkwlibyMgUlSRJHa5cAAOCE4sWp7tLF7Gswz2p37PBxcDDrdfVZtWqVYjCDg4MZHR0tL5bfvl1uiIOCZIOje2n1XU3btyuGNLFfP7pq3bCW/rSOPjNmzFCeww8//CD/GB8vN2SZK92xYxkn/vij7PLRjnyCtddYUEAjMx137txhWe1yDG9vbx45ciT3E548MXzPLl0i//2XVbUjpJ07d1pWcCbUarXBt0W7devGx48fm36Be/eY/vSp8m3D7DYfsTTPnj0z+EDAmDFjDL9mI0nyaPm33+QlPDouXCBHjuQWbefZ0pHgOfHw4UPWrVtX0T9ixAhG37+fYey9veX3X9cRIMlNm0iAO7SR5TVr1iwU7aTc6dV5uUqUKMGNGzdSun6d/OorebmRSkVWqGB4UlCQ3EnUdnJ/+umnPN9XGEsTedmCkiSJX3/9tfKCtmrWLGMTgefP5RfzJY3n3xMmyHMSLi4vdR1jbNy4Udm2rmzZsvzrr78ME6SkyIv5d+wwHD1HRclfPEhPV4xW+fLlC/QbepIkcYK2nADwww8/NPy6QliYHJ7+1luGe69OmKAY0aflytFe27s15Wsa5ubBgwdKhKm1tTWnTp2ap/0vL168qIzuovQDbQoISZL4448/KsurXF1d+cMPP5i84F332bLixYsX2gfRU1NTOUq7IQgA+vn5MSQkxKRlCd9rd9YJLoSRpY6UlBR+9NFHiv6SJUvyu+++kz/nJklyPdAP/nr+nNy3j0O1rvT+BRBnkBs3b940+HZuhw4dMpYBvnghu7z12bqVsWvWKOu7j+l3hE1EGEsTMVdBrV27VtlQ3N3dnatXr6Y0YIDcEDdtKs8X5NNoTtJ+S7Nn164vpdEUzp07Z/Dx2+DgYJNGiJIk8ZdfflFGp7/mdRs9MyBJEr/55htFe82aNXnmzJncT7p7l7x0idLjx3z33XcJgEFBQYX2RYn4+Hj2024nB8jrDn/77Tejaw9jY2OVLzP0ysuuLhbg3LlzBl/o8Pb25uzZs/kgO/e3lhMnTrCEdgu2Tz/9tADVZs/OnTuVeUBA/jrPpk2bcnwOcXFxyrznHP3N5AuJAwcOsFq1aop+Nzc3Dh8+nHv27DHYoerp06f8XBtYBaBAv76TEykpKZw6darS6QKg7OT2JNNuXeHh4Wyv3T7Pz88vX2t0hbE0EXMW1I0bN1irVi3lATcvU4YndHOZAFm3Lvnrr/IuFCYSHR2tNCIF9dHc+Ph4jh8/XgnZBsDAwEB+8803PHLkCOPi4ihJEiVJ4rNnz7h161blhdVFtRWWsSHlEYou6AcAe/bsyZMnT+aoKS4uTomqtbKyMu4CtTCSJHHDhg308fFR8lCmTBlOmDCBhw8fNtgwPSYmhr/99psy5+nm5lYon73KjFqt5uLFi5Wvi+jm9uvWrcvRo0dz/vz5XLZsGadPn8527dopaWrXrl1oH7XOTExMDD///HMlWhOQNx/v378/lyxZwl27dnHXrl0GH7j29PSUpzBeAVJTU7ls2TKD74jqDnd3d3po94fWHV8UQEBeXrh58ybfe+89pQOuXxeCgoLo5+enxCo4ODjku94KY2ki5i6o1NRUzp49mw4ODsrD7VSmDPfY2mZ8YcLJifz889wvlJ7OuI0b2cbLiwBYpUoVpmXzIWZLEhoayiFDhigL9fUPe3t7xWWrO2xtbTlt2rQCdb/mxJMnT9i3b1+Dr61XqlSJQ4cO5ffff881a9Zw0aJFHDx4sOLCUalUXL58eWFLV4iLi+OMGTOUzpL+UbRoURbXhvvrjlKlShkfSRcwKSkpXLFiBZtqt1fM6VCpVHz33XcLbDP1vBAZGcnJkydn+xz0Dx8fnxx3DitM0tPT+ffff3Pw4MHKvLj+ERQUxM2bNxdqBzc3wsLCOGPGDAYEBBjUZ93RokULnnuJ3YfMbQNUJInXkLi4OLi6uiI2NhZFixY123Xv37+Pr7/+GqtXr4ZGowEAVHRzQx+1Gl3i4lDvyy9h/dVXcuLbt4GBAwFPT8DKCmmPH2P7hQv4IiEBtwA42tri2KlTqFWrltn05YWoqChs27YNO3bswKlTp/Do0SODv1epUgXBwcEYMWIEKlWqVCgac+Ly5cuYM2cOtm7diqSkpBzTVa5cGYsXL0abNm0KUJ1pJCcnY+fOndi8eTOOHj2KyMhIg79XqVIF77zzDsaMGQNXV9dCUmmcBw8e4MiRIzhz5gwePXqExMREuLm5wd/fH127dkXlypULW2KupKen4/jx49i9ezcuX76M8PBwWFlZwdfXF23btsXAgQPN2oZYiqioKDx58gRqtRq+vr4oVqxYYUsymdjYWFy5cgUvXryAs7MzqlSpAm9v75e6prltgDCW+eT27dtYsGABfv31V8TFxSm/Ozk6IrBWLVSuXBklEhJgu3kz4gHcBnASwAttOm8nJ2zdsgUNO3Qwu7b8EhcXh+joaKhUKnh4eMDJyamwJRklISEB+/btw7///otbt24pz7tixYpo27Yt2rRpA2tr68KWaRLPnz9HdHQ00tPT4ePjg+LFixe2JIHgP4swliZiaWOpIzExEdu2bcOff/6J3bt3GxjO7PB0c8PQDz7AhE8/faVHCwKBQPBfRhhLEykoY6mPRqPBzZs3ce7cOYSHh+PZs2dQq9VwdnZGmTJlULt2bdSrV+8/M9IRCASC/yrmtgE2ZtAk0GJtbY1q1aqhWrVqhS1FIBAIBGbEqrAFCAQCgUDwqiOMpUAgEAgERhDGUiAQCAQCIwhjKRAIBAKBEYSxFAgEAoHACMJYCgQCgUBgBGEsBQKBQCAwgjCWAoFAIBAYQRhLgUAgEAiM8Nru4KPbxc/YXq0CgUAgeP3Qtf3m2tH1tTWW8fHxAIAyZcoUshKBQCAQFBZRUVFm+WjFa7uRuiRJePjwIVxcXKBSqSx2n7i4OJQpUwYRERH/iW/e5cbrlBfg9cqPyMury+uUn9cpL7GxsfD19cWLFy/M8m3P13ZkaWVlhdKlSxfY/YoWLfqff7l0vE55AV6v/Ii8vLq8Tvl5nfJiZWWe0BwR4CMQCAQCgRGEsRQIBAKBwAjCWL4k9vb2mDp1Kuzt7QtbykvzOuUFeL3yI/Ly6vI65UfkJWde2wAfgUAgEAjMhRhZCgQCgUBgBGEsBQKBQCAwgjCWAoFAIBAYQRhLE7l16xYaN26MypUro169erh69WqWNAcOHED9+vVRvXp11KhRAxMnToQkSYWgNndMyYsOkmjdurVZFvVaClPzc/nyZbRs2RLVqlVDtWrVsHXr1gJWahxT8iJJEsaNG4fq1aujZs2aaNWqFW7fvl0IanPno48+Qrly5aBSqXDhwoUc061YsQJ+fn6oWLEihg0bhvT09IITaSKm5OW/Uv9NfS7Af6P+m5qfl67/FJhEq1atuHLlSpLkpk2bWLdu3Sxpzp07xzt37pAkk5OT2aRJE+WcVwlT8qJj/vz5HDp0KF1dXQtGXD4wJT+JiYksX748jxw5QpJUq9V8+vRpQco0CVPysm3bNtavX59paWkkyenTp7Nnz54FKdMkDh06xIiICJYtW5bnz5/PNs3du3fp7e3NR48eUZIkdu3alYsWLSpYoSZgSl7+K/XflLzo+C/Uf1PyY476L4ylCTx58oQuLi5MT08nSUqSRE9PT966dSvX80aNGsWpU6cWgELTyUterly5wmbNmvH27duvbGUxNT8//fQT33nnncKQaDKm5uWPP/5gYGAg4+LiKEkSJ0yYwLFjxxaGZJPIrRGbM2cOP/jgA+X/O3fuZJMmTQpIWd4xxcDoeBXrvz7G8vJfqP/65JYfc9R/4YY1gYiICHh7e8PGRt4dUKVSwdfXF+Hh4Tme8/jxY2zevBldunQpKJkmYWpe0tPTMWzYMCxbtgzW1taFIdUkTM3PtWvXYG9vjy5duqBWrVp477338OzZs8KQnCOm5qVr165o2bIlvLy84O3tjf379+Prr78uDMkvTXh4OMqWLav8v1y5crnWq/8Kr2r9N5X/Sv03FXPUf2EsLUBcXBy6du2KiRMnom7duoUtJ1989dVXePvtt1GtWrXClmIW1Go19u3bh2XLluH8+fMoVaoURowYUdiy8sWZM2dw5coVREZG4uHDh2jTpg2GDx9e2LIEWkT9f/UwR/0XxtIEypQpg0ePHkGtVgOQJ73Dw8Ph6+ubJW18fDw6duyIbt26Ydy4cQUt1Sim5uXQoUNYuHAhypUrh6ZNmyIuLg7lypV75UZjpubH19cXrVq1QqlSpaBSqdCvXz+cPHmyMCTniKl5WbNmjRJ0YWVlhQEDBuDgwYOFIfml8fX1xf3795X/h4WFZVuv/iu86vXfVP4r9d9UzFH/hbE0gZIlS6JOnTr47bffAABbtmxB6dKlUalSJYN0CQkJ6NixIzp27IjJkycXhlSjmJqXI0eO4P79+wgLC8PRo0dRtGhRhIWFoUSJEoUhO0dMzU+vXr1w+vRp5YOwf/31FwIDAwtcb26YmpcKFSrgwIEDSEtLAwDs2LED/v7+Ba7XHHTv3h3bt2/H48ePQRJLly5Fnz59CltWvvgv1H9T+a/Uf1MxS/1/qRnP/yFu3LjBhg0b0s/Pj0FBQbx06RJJcsiQIQwJCSFJzpgxgzY2NgwMDFSOGTNmFKbsbDElL/rcu3fvlZ7gNzU/a9asYY0aNRgQEMCOHTsyPDy8sCTniCl5SUlJ4dChQ1m1alUGBASwXbt2ShTmq8T777/PUqVK0dramiVLlmTFihVJZn0uy5cvZ4UKFVihQgUOHjxYifJ9lTAlL/+V+m/qc9Hxqtd/U/PzsvVf7A0rEAgEAoERhBtWIBAIBAIjCGMpEAgEAoERhLEUCAQCgcAIwlgKBAIDoqOjERQUBGdn58KWIhC8MghjKRC85uzevRuBgYHo27evsoYzN1xcXLB37140bNiwANQJBP8NhLEUCF5zlixZgj///BP29vaIjIw0mt7W1hZubm4FoEwg+O8gjKVA8Ipw+fJldOvWDf7+/qhZsya6dOmS509v9ezZEydOnDD4LTg4GGXLloWdnZ3BPqz5oVmzZrh3795LXUMg+C8ijKVA8Apw4sQJBAcHY9SoUbhy5QouXbqEjh07Ijg4WNmpxxinTp1CdHQ0GjVqZPD7nj170KZNG6SkpBj8fu3aNbRs2dLgmD17dq73GD9+PKZOnZq3zAkErwFiUwKBoJBJS0tDlSpVMHfuXPTo0cPgb66urti3bx/q1atn9DpDhgxB48aNMWTIEOW3v//+G9999x0++eQTfPLJJ0Y/9qtP27ZtsW/fPoPf0tPT4ePjg9u3b8PV1dXkawkE/3XEyFIgKGR27twJKysrdO/ePcvf7OzskJiYaNJ1/vnnHzRo0ED5f2pqKsaPH4/vv/8eAQEBuHbtmsmj1LZt2+L8+fNo27Ytrly5ovxua2uLgIAAHDlyxKTrCASvCzaFLUAg+F/n/PnzCAoKgkqlMvg9LCwML168QPXq1U26zoMHD+Dp6an8f+7cuejYsSOqVKkCAChWrBiuXbuGWrVqGb1W5hGlPl5eXnjw4IFJmgSC1wUxshQICplixYplmU8EgHnz5uGdd96Bg4MD2rVrBwD4+OOPsXfv3myv4+joqFwnLCwMc+fOxcaNG1GuXDmUK1cO8fHxeXLD5kRKSgocHBxe+joCwX8JYSwFgkKma9euOHz4MM6cOQNA/lDtd999h3/++QcLFiyAi4sLGjRogBEjRqB06dKK4cxMzZo1ERoaCkA2qnPmzEFERATCwsIQFhaGUaNGmcVYXr9+/ZX7vJlAYGmEsRQIChk/Pz9s2rQJo0ePRs2aNVGyZEmEhobi8OHDcHd3BwA0aNAA+/fvx4QJE3K8To8ePfD333/jr7/+wp07dzB06FCDv9eoUeOljWVYWBg0Go0wloL/OUQ0rEDwijF58mRcvHgR27Ztg42NDSIjIzF8+HB4eXlhxIgRqFOnTrbnJSQkoHHjxjhx4gScnJwsou2zzz5DpUqVshhigeB1RxhLgeAVJi0tDd27d8fixYuRmpqKSZMmYePGjTmm379/Pzw9PeHv728RPT/88ANGjx4NKyvhlBL8byGMpUAgEAgERhDdQ4FAIBAIjCCMpUAgEAgERhDGUiAQCAQCIwhjKRAIBAKBEYSxFAgEAoHACMJYCgQCgUBgBGEsBQKBQCAwgjCWAoFAIBAYQRhLgUAgEAiMIIylQCAQCARGEMZSIBAIBAIjCGMpEAgEAoER/h8j8OquBBkpkgAAAABJRU5ErkJggg==", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig,ax = plt.subplots(1,1,figsize=(5,5))\n", "fig.subplots_adjust(hspace=0.5,wspace=0.5)\n", "qx_pt_list = []\n", "qz_pt_list = []\n", "for i,hpt in enumerate(hpts):\n", " qvec = hpts[i]*macs_instr.sample.astar_vec_labframe+\\\n", " kpts[i]*macs_instr.sample.bstar_vec_labframe+\\\n", " lpts[i]*macs_instr.sample.cstar_vec_labframe\n", " qxpt,qzpt = macs_instr.sample.HKL_to_QxQz(qvec[0],qvec[2],qvec[1])\n", " M_load,M_diag_load,Q_hkw_load = macs_instr.resmat(qvec[0],qvec[2],qvec[1],deltaE,Ef,\n", " gen_plot=False,verbose=False)\n", " # The resolution matrices have been generated for each ellipsoid here - these need to be \n", " # projected into the scattering plane, which is done below. \n", " \n", " sig2hwhm = np.sqrt(2. * np.log(2.))\n", " sig2fwhm = 2.*sig2hwhm\n", " \n", " Qmean=np.array([qxpt,qzpt,Q_hkw_load[2]])\n", " \n", " results,Qres_proj = scripting.calc_ellipses(M_load,verbose=False)\n", " \n", " ellfkt = lambda rad, rot, phi, Qmean2d : \\\n", " np.dot(rot, np.array([ rad[0]*np.cos(phi), rad[1]*np.sin(phi) ])) + Qmean2d\n", " \n", " \n", " # 2d plots\n", " #fig = plot.figure()\n", " ellis = results\n", " num_ellis = len(ellis)\n", " coord_axes = [[0,1], [1,2], [0,2]]\n", " coord_axes = [[0,1], [0,2], [1,2]]\n", " \n", " ellplots = []\n", " for ellidx in [0]:\n", " # centre plots on zero or mean Q vector ?\n", " QxE = np.array([[0], [0]])\n", " QxE = np.array([[Qmean[coord_axes[ellidx][0]]], [Qmean[coord_axes[ellidx][1]]]])\n", " \n", " phi = np.linspace(0, 2.*np.pi, 361)\n", " \n", " ell_QxE = ellfkt(ellis[ellidx][\"fwhms\"]*0.5, ellis[ellidx][\"rot\"], phi, QxE)\n", " ell_QxE_proj = ellfkt(ellis[ellidx][\"fwhms_proj\"]*0.5, ellis[ellidx][\"rot_proj\"], phi, QxE)\n", " ellplots.append({\"sliced\":ell_QxE, \"proj\":ell_QxE_proj})\n", " \n", " ax.plot(ell_QxE[0], ell_QxE[1], c=\"r\", linestyle=\"dashed\")\n", " ax.plot(ell_QxE_proj[0], ell_QxE_proj[1], c=\"k\", linestyle=\"solid\")\n", " ax.plot(qxpt,qzpt,marker='o',mfc='k',mec='k',ms=2)\n", " qx_pt_list.append(qxpt)\n", " qz_pt_list.append(qzpt)\n", "ax.set_xlabel(r\"$Q_x\\ (\\AA^{-1}$)\",labelpad=0,fontsize=8)\n", "ax.set_ylabel(r\"$Q_z\\ (\\AA^{-1}$)\",labelpad=0,fontsize=8)\n", "#Match limits of dave plots\n", "ax.set_aspect(1)\n", "ax.set_xlim(np.nanmin(qx_pt_list)-0.1,np.nanmax(qx_pt_list)+0.1 )\n", "ax.set_ylim(np.nanmin(qz_pt_list)-0.1,np.nanmax(qz_pt_list)+0.1)\n", "ax.set_title(r\"$\\hbar\\omega$=\"+f\"{deltaE:.1f} meV \"+r\"E$_f$=\"+f\"{Ef:.1f} meV\",fontsize=10)\n", "#ax[1].set_aspect(1)\n", "#ax[2].set_aspect(1)\n", "\n", "\n", "fig.show()" ] }, { "cell_type": "markdown", "id": "8652a167-9177-4f4e-8144-8097c7f8bef0", "metadata": {}, "source": [ "# Option 3 : Get FWHM values of dQx, dQy, dQz for an arbitrary list of $h,k,l,\\hbar\\omega$\n", "\n", "Uses pre-built interpolator objects, as shown below." ] }, { "cell_type": "code", "execution_count": 8, "id": "ec9a8525-2394-4b6e-9fb0-ac2703ecae5b", "metadata": {}, "outputs": [ { "ename": "FileNotFoundError", "evalue": "[Errno 2] No such file or directory: '/home/tjh/mambaforge/envs/mantid/lib/python3.10/site-packages/pyMACS/scripting/MACS_Ef_3p7_interp_dQx.pck'", "output_type": "error", "traceback": [ "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", "\u001b[0;31mFileNotFoundError\u001b[0m Traceback (most recent call last)", "Cell \u001b[0;32mIn[8], line 6\u001b[0m\n\u001b[1;32m 4\u001b[0m omegas \u001b[38;5;241m=\u001b[39m np\u001b[38;5;241m.\u001b[39mlinspace(\u001b[38;5;241m0\u001b[39m,\u001b[38;5;241m10\u001b[39m,\u001b[38;5;241m50\u001b[39m)\n\u001b[1;32m 5\u001b[0m macs_instr\u001b[38;5;241m.\u001b[39mkidney\u001b[38;5;241m.\u001b[39mEf\u001b[38;5;241m=\u001b[39mmacsEf\n\u001b[0;32m----> 6\u001b[0m interp_dQx, interp_dQz, interp_dE \u001b[38;5;241m=\u001b[39m \u001b[43mmacs_instr\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mload_res_fwhm_interp_objects\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 7\u001b[0m \u001b[38;5;66;03m#These interpolators require input in terms of lab fram, not H,K,L. This is done in the following way.\u001b[39;00m\n\u001b[1;32m 8\u001b[0m qx1,qz1 \u001b[38;5;241m=\u001b[39m macs_instr\u001b[38;5;241m.\u001b[39msample\u001b[38;5;241m.\u001b[39mHKL_to_QxQz(H1,K1,L1)\n", "File \u001b[0;32m~/mambaforge/envs/mantid/lib/python3.10/site-packages/pyMACS/virtualMACS.py:1094\u001b[0m, in \u001b[0;36mVirtualMACS.load_res_fwhm_interp_objects\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m 1092\u001b[0m f_dQx \u001b[38;5;241m=\u001b[39m interp_dir\u001b[38;5;241m+\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mMACS_Ef_3p7_interp_dQx.pck\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m 1093\u001b[0m f_dQz \u001b[38;5;241m=\u001b[39m interp_dir\u001b[38;5;241m+\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mMACS_Ef_3p7_interp_dQz.pck\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[0;32m-> 1094\u001b[0m \u001b[38;5;28;01mwith\u001b[39;00m \u001b[38;5;28;43mopen\u001b[39;49m\u001b[43m(\u001b[49m\u001b[43mf_dQx\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mrb\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m)\u001b[49m \u001b[38;5;28;01mas\u001b[39;00m input_file:\n\u001b[1;32m 1095\u001b[0m interp_dQx \u001b[38;5;241m=\u001b[39m pickle\u001b[38;5;241m.\u001b[39mload(input_file)\n\u001b[1;32m 1096\u001b[0m \u001b[38;5;28;01mwith\u001b[39;00m \u001b[38;5;28mopen\u001b[39m(f_dQz, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mrb\u001b[39m\u001b[38;5;124m\"\u001b[39m) \u001b[38;5;28;01mas\u001b[39;00m input_file:\n", "\u001b[0;31mFileNotFoundError\u001b[0m: [Errno 2] No such file or directory: '/home/tjh/mambaforge/envs/mantid/lib/python3.10/site-packages/pyMACS/scripting/MACS_Ef_3p7_interp_dQx.pck'" ] } ], "source": [ "#Adjust this as needed. \n", "H1,K1,L1 = 1.0,1.0,0.0\n", "macsEf = 3.7\n", "omegas = np.linspace(0,10,50)\n", "macs_instr.kidney.Ef=macsEf\n", "interp_dQx, interp_dQz, interp_dE = macs_instr.load_res_fwhm_interp_objects()\n", "#These interpolators require input in terms of lab fram, not H,K,L. This is done in the following way.\n", "qx1,qz1 = macs_instr.sample.HKL_to_QxQz(H1,K1,L1)\n", "\n", "#Now call the interpolators:\n", "Efwhms1 = []\n", "Efwhms2 = []\n", "for i,dE in enumerate(omegas):\n", " dE_fwhm1 = interp_dE([qx1,qz1,dE])\n", " print(f\"{dE:.4f} {dE_fwhm1[0]:.4f}\")\n", " Efwhms1.append(dE_fwhm1)\n", "\n", "fig,ax = plt.subplots(1,1)\n", "ax.plot(omegas,Efwhms1,color='k',ls='-',label=f\"h={H1:.2f},k={K1:.2f},l={L1:.2f}\")\n", "#ax.plot(omegas,Efwhms2,color='b',ls='-',label=f\"h={H2:.2f},k={K2:.2f},l={L2:.2f}\")\n", "ax.set_xlabel(r\"$\\hbar\\omega$ (meV)\")\n", "ax.set_ylabel(r\"$\\delta E_{FWHM}$ (meV)\")\n", "ax.set_title(f\"Energy Resolution at [{H1:.2f},{K1:.2f},{L1:.2f}] point, MACS Ef={macsEf}\",fontsize=10)\n", "\n" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "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": "3.10.13" } }, "nbformat": 4, "nbformat_minor": 5 }