Here a few functions to visually inspect your data.
See 1_intro.jl
/1_intro.ipynb
for an intro to Julia/Jupyter.
Load helper_functions.jl and plotting package (PyPlot
)
include("helper_functions.jl")
using GLMakie
Makie.inline!(false) # set to false for notebook inline plots
false
Function which does the plotting
"""
plotit(filename, sensor, variable=:cond)
Plots the results from one file. By default into the current axis
"""
function plotit(filename, sensor, variable=:cond)
# load
d = if sensor==:CTD
read_Keller_DCX22_CTD(filename)
elseif sensor==:DC22
read_Keller_DC22(filename)
elseif sensor==:DCX22
read_Keller_DCX22(filename)
elseif sensor==:WTW
read_WTW(filename)
else
error("Don't know how to read data from sensor: $sensor")
end
# plot
lines(d[:t], d[variable])
# title("$filename, sensor=$sensor, variable=$variable")
end
Main.var"##231".plotit
Call above function to do the plotting. Example plotting the pressure:
plotit("../data/raw/example/205145-10mH2O_25_08_2021-09_00_00.CSV", :CTD, :press)
plotit("../data/raw/example-WTW/AD422041.CSV", :WTW, :cond)
<img width=600 height=450 style='object-fit: contain; height: auto;' src="data:image/png;base64, iVBORw0KGgoAAAANSUhEUgAAAlgAAAHCCAIAAAC8ESAzAAAABGdBTUEAALGPC/xhBQAAAAFzUkdCAK7OHOkAAAAgY0hSTQAAeiYAAICEAAD6AAAAgOgAAHUwAADqYAAAOpgAABdwnLpRPAAAIABJREFUeAHswQl8lPWBP/7PM/OdyTyTa54cJOSYARJyzEQICUcVFFAw3MlaDREhVqn8vArhlEMOFQUUSOjSrq5b3RKQw9ImAcGDVdvddu2/BlAzCaDYTmC37aJMJCRPSGbm+dfs+npBlZYIYa7P+y00TQMREVG4EiAiIgpjAkRERGFMgIiIKIwJEBERhTEBIiKiMCZAREQUxgSIiIjCmAAREVEYEyAiIgpjAkRERGFMgIiIKIwJEBERhTEBIiKiMCZAREQUxgQCydixYzVNGz16tE6nA4U9n88HQOoGCns+nw+ATqcDhT2tGwCdTodLvfvuuwDeeecdXDGBAOPpZjQaQWFP07S2trbo6GgQAZ2dnQBMJhOIgPPnz0dFReFaEAgkY8aMaWtrW7FihdlsBoW9rq6uM2fO9O3bV5IkUNhraWnR6XQxMTGgsOfz+f74xz8mJSUJIXDVBIiIiMKYABERURgTICIiCmMCREREYUyAiIgojAkQERGFMQEiIqIwJkBERBTGBIiIiMKYABERURgTICIiCmMCREREYUyAiIgojAkQERGFMYEQ5dU0AHpJAhER0eUJhKJmt3rnT99/amJ2UXYfEBERXZ5AKGr4U+vvTrW8efyzouw+ICIiujyBUFTn/BMAl7sdREREf5NAKDLqdSAiIroCAqHozeP/A8D5p1YQERH9TQKhyCIbgbbfn21/9YP/vmtwCoiIiC5DIBQ1u9vR7f7dH7jcasUtA4ROAhER0dcIhCKTQQ8gOSpidGb8Y/ubXG71qQnZFtkAIiKiSwmEIoNeAiD0uhfuHGxTzBve+aTZrW4utmfER4KIiOgiAiHNZNA9MSHbpsjLXmuavq1+S0neyP5xICIi+opAqJOA2SOs6RZ5fm1D2fb656bYy4akgoiIqJtAeLg9O3F3+dCKmobv7/mguUVdMDpD6CQQEVHYEwgbecnRr8wsWLq/aelrTS63unZijiIbQERE4U0gnPSJivinOwdZFXn92580u9XNxY6BCZEgIqIwJhBmIoRuTVG2TTEvfa1p+rb6qhLHLQPiQURE4UogLN03PD1dkefXNNy9/fBzU+wzClJBRERhSSBcjRuYsLu8cH6t84E9H7jc6qIxAwx6HYiIKMwIhDF7UvT2ewqWvda04mCTy93+zKScOLMRREQUTgTCW2Kk8cd33GBT5Gf+7eNTLermYkd2YhSIiChsCIQ9o9CtHJ9lU+TH9jdN31ZfVZI3JiMeREQUHgSoW/nQ9HSLXFHjnLG9fsMU+6zCNBARURgQCGUaemJsZsLu8sL5tc7/9+qHzW518dgMo14HIiIKaQJ0kZw+UdtnDFl+4NjKg8dc7vZnJuUmRBpBREShS4AuFR9p/Mc78myKvPbQx81utaokL6dPFIiIKEQJ0NcY9brl4wZaFXnJ/qbSbfVVxY5bByaAiIhCkQBdxszCtHSLXFHTMGPH4Q2Tc+8dlg4iIgo5AnR5ozPid5cPnV/b8ODPPnS51cduzYwQOhARUQgRoL8pKzGyekbBioNNa9487nKr6yfnJkYZQUREoUKA/p44s+GHJTfYFPNTb5041aJWlTjsSdEgIqKQIEBXwKCXlt6aaVPkxfsaS7fVVxU7xmUlgoiIgp9AKJLQK+4ekpoWK1fUNNyz4/C6ybn3D7eCiIiCnAD1xM0D4naXFy6odT6896Nmt7r0toEmoQMREQUtAeqhzITIn84YsvLgsafeOuFyq+sn5yZFR4CIiIKTAPWcIhuqSvJsivmJN4+falGrivPy+kaDiIiCkAB9K0InLR6bYVXkxfsaS6vfryzOK8pOBBERBRsBugrT81PSLKaKGufMHYfXTc6dPcIqgYiIgokAXZ2R/eJ2zypcUOd8ZO9HLnf78tsGygY9iIgoSAjQVRsQb/7p3fkrDx5/5tAnLrf67BR7cnQEiIgoGAjQtRBrMlQWO2xx8hNvnDjVom4pzhuUEgMiIgp4Aj3n8/k8Ho/RaMSlNE3zeDwGgwGX8nq9mqYJIRDS9Dpp4egMm0VeuK+xtLq+stgxMacPiIgosAn0hM/ne/7553fv3u12u/v37//II4/cfvvt6LZ79+7nn3/e7XYPGTJk5cqVAwYMAODxeKqqqvbu3evxeMaPH79s2bLo6GiEtDsHp6RZ5Hk1DbN2HHl6Us6c79gkCUREFLAEemLHjh1PP/302rVrMzIyXnvttfvuu++tt96y2+2HDh2aN2/e8uXLHQ7H1q1bH3roobq6uoiIiK1bt/7oRz9av369LMurV6/u6OjYvHkzQt13bMruWYUL6xp/8IsGl1t9fPxAs0EPIiIKSAI98Ytf/OLOO++87777AOTn5//85z9///337Xb7Sy+9VFRUNHfuXAB9+/YdO3bsf/7nfw4fPvzll1+uqKiYPn06AI/HM3fu3EWLFqWkpCDU9Yszv1yWv/qN48++/Umzu/3ZqfaUGBOIiCjwCPREWVmZ2WxGtwsXLvh8PrPZrKrq0aNHFy5ciG4DBw60Wq2HDx/u27fvH/7wh5EjR6LbsGHDurq6Tpw4kZKSgjAQYxIbp9ltirz6jeOnWjq2lDjyU2NBREQBRqAnSktLAezbt6+uru7DDz8cO3bspEmT2trazp49m5KSgm4GgyE+Pv706dNnz56VJCkxMRHdLBaLyWQ6c+YMLrJp0yZc5De/+U1ubm5ra6vH48FV8Po0AJrmO3fuHPzq/vyExAgsf/Pknf/6u3VFGUVZ8aAr5vF4zp8/f+7cOUmSQGGvtbVVp9OBCPD5fOfPn5dlWQiBS3V0dBiNRvSEQM8JITIyMr744ov6+nqn09m/f3+fz4dLeb1eAJqm4SJaN1zk/Pnzra2t+MqFCxc0TfN2w1XQNA2ApsHr9cLfJmUpSVHZy974dM4vjj0+1nZfQV9JAl0J71ckSQKFPa/Xq2ma1+sFhT2fz+ftJkkSLqVpGnpIoCcuXLhgMBgmdvN4PN/97neff/75yspKs9nc1taGbpqmXbhwITY2VpZlAKqqoltnZ6fP5zObzbjI6tWrcZEnnniira3NYrGYzWZcBaHXAdDpdIqiIACMU5SBKYmL6pxL3/j0zAVp5fisSKMe9Pd0dVMURZIkUNiTJEmn08XExIDCns/n6+joUBRFCIFLybKMHhK4Yl988cUtt9zy9NNPT5kyBYAQIjU19c9//nNUVFS/fv0aGxvRrbW19fTp09nZ2cnJyZGRkZ9++mlOTg6A//qv/+rs7ExPT0dYsinyS2X51jdObHz3pMutPjfVnhZrAhER+ZvAFYuNjR0wYMCrr756yy23REdHHz9+/N13350zZ45Op5s8efLu3bvnzJmTnJx84MCBzs7OUaNGJScnjx49eufOnbfddpsQYufOnbndEK6iI8RzU3Ntirzq9WOnW9SqkrzCtFgQEZFfCfTE0qVLZ8+efdNNN8XFxf3+97+/+eab77//fgCzZ8/+1a9+NXHixD59+nz00Udr16612WwAVqxYMWvWrPHjxwshmpubX3rpJaPRiDCmk6S5N/e3KvLCOuf0bfWbi+3THMkgIiL/EeiJESNGvPPOO4cPHz5//rzNZhsyZIherwcQFxf36quvvvfee263Ozc3NycnB93y8vLeeuut999/3+PxDBkyJDU1FQSU5CWnxZrm1Tjv3Xn0qQnZD4/sp5MkEBGRPwj0UGJiYlFREb7GZDKNGTMGX5OQkDBhwgTQpYamW3bNKli8r3F+rdPlVlffnhUVIUBERNedAPlJukX+l+n5VkWu/OWnzW514zR7ukUGERFdXwLkP1FG/frJdptifvzgsbLq+qqSvGHpFhAR0XUkQH6lk/DIyH5Wi7ygzjl9W/3mYkdJXjKIiOh6EaAAMNWRlBprqqhp+N7OI09OyHl0VD+dJIGIiHqfAAWGgrTYnbMKF+9rXFDndLnb1xRlR0cIEBFRLxOggJEaa/qX0sE2Rd70y5Mut7ppmsOmyCAiot4kQIHEbNQ/MynXqsiPHzxWVl1fVeIYYVVARES9RoACjCThoZv6WRV5Qa2zbFv9xmmO7w7qCyIi6h0CFJAm5yalxsgVtQ337Tra3KLOHdVfr5NARETXmgAFqvzUmFdmFjy2v2lRXaPrbPuTE3JiTAJERHRNCVAAS4kx/fNdg6yK/Nw7J5tb1E3THP3jzCAiomtHgAKbbNCvnZhjU+TlB45Nr67fUpx3Yz8FRER0jQhQwJOAOd+xWS3y/Fpn2fb6jVPtdw1OARERXQsCFCQm5PRJiTVV1Djv3/1Bs1utuGWAXieBiIiujgAFj0F9Y16ZWfDY/sYl+5tcbvXJCdkW2QAiIroKAhRUkqMjXrhzkE0xb3j7k2a3uqnYkRFvBhERfVsCFGxMBv0TE7Jtirzstabp297fUpI3sn8ciIjoWxGgICQBs0dY0y1yRW1D2fb656Y6yvJTQEREPSdAQev27MQ95UMrahq+v/tos7t9wegMoZNAREQ9IUDBLC85+pWZBY/tb1r6WpPLra6dmKPIBhAR0RUToCDXJyri+TsH2RR5/dufNLvVzcWOgQmRICKiKyNAwS9C6NYUZdsU89LXmqZvq99S4rh5QDyIiOgKCIQkCWHovuHp6YpcUdNw9/bDz06xzyhIBRER/T0CFELGDUzYU144v8b5wJ4PXG510ZgMg14CERFdngCFFntS9PZ7CpYdaFpxsMnlbn9mUk6c2QgiIroMAQo5iVHGH99xg02Rnzn08akWtbLYkZUYBSIi+iYCoUhDuDMK3crxWTZFfmx/U+m2+qqSvDEZ8SAioq8RoNBVPjQ93SLPq3HO2F6/YYp9VmEaiIjoUgIU0sZmJuwpL5xf6/x/r37Y7FYXj80w6nUgIqKvCFCoy+kTtX3GkGUHjq08eMzlbn9mUm5CpBFERNRNgMJAfKRx6x15NkV++tDHzS0dVcWOnD5RICIiQIDCg1GvWzFuoE2Rl+xvKt1WX1XiuDUzAUREYU+AwsnMwrR0i1xR0zBj++ENk3PvHZYOIqLwJkBhZnRG/O7yofNrGx782Ycut/rYrZkRQgcionAlQOEnKzGyekbBioNNa9487nKr6yfnJkYZQUQUlgQoLMWZDT8sucGmmJ9668SpFrWqxGFPigYRUfgRoHBl0EtLb820KfLifY2l2+qrih3jshJBRBRmBCi83T0kNS1WrqhpuGfHkXWTc+8fng4ionAiQGHv5gFxu8sLF9Q6H977YbO7feltA01CByKi8CBABGQmRP50xpCVB4899dYJl1tdPzk3KToCRERhQIComyIbqkrybIr8xJsnTrWoVcV5eX2jQUQU6gSIviJ00uKxmVbFvHhfY2n1+5XFeUXZiSAiCmkCRJeanp+SZjFV1Dhn7ji8bnLu7BFWCUREIUuA6GtG9ovbPatwQZ3zkb0fudzty28bKBv0ICIKRQJE32RAvPmnd+evPHj8mUOfuNzqs1PsydERICIKOQJElxFrMlQWO2yKvObNE6da1C3FeYNSYkBEFFoEiC5Pr5MWjsmwKvKifY2l1fWVxY6JOX1ARBRCBIj+nrsGp6RZ5Iqahlk7jjw9KWfOd2ySBCKi0CBAdAVutCm7ZxUurGv8wS8amt3qivEDzQY9iIiCnwDRlekXZ365LH/1G8c3vP2Jy93+7FR7SowJRERBToDoisWYxMapdpsir37j+KmWji0ljvzUWBARBTMBop7Q66SKWwZYFXlhXWNpdX3lNMdkexKIiIKWAFHP3XFD37RYeV5Nw6ydR56emPPgjf0kCUREwUiA6FsZbrXsmlW4qM459xcNLre6cnxWpFEPIqJgI0D0bdkU+aWyfOsbxze+e9LlVp+bak+LNYGIKKgIEF2F6Ajx3FS7TTGvev3Y6RZ1S0leQVosiIiChwDR1dFJ0tyb+1sVeWGds7S6fvM0+zRHMoiIgoQA0bVQkpecFmuaV+O8d+fRpyZkPzyyn06SQEQU8ASIrpGh6ZZdswoW7WucX+t0udXVt2dFRQgQEQU2AaJrJ90i/2R6vk2RK3/5abNb3TjNnm6RQUQUwASIrqkoo3795FybYn784LGy6vqqkrxh6RYQEQUqAaJrTSdJj4zsZ7XIC+qc06vrN09zlOQlg4goIAkQ9Y6pjqTUWNO8mobv7Tzy5IScR0f100kSiIgCjABRrylIi901q3DxvsYFdU6Xu31NUXZ0hAARUSARIOpNqbGmfykdbFXkzb882exWN05z2BQZREQBQ4Col5mN+nWTcm2K/PjBY2XV9VUljhFWBUREgUGAqPdJEh66qZ9VkRfUOsuqD2+cav/uoL4gIgoAAkTXy+TcpNQYU0Wt875dR5tb1Lmj+ut1EoiI/EqA6DrKT419ZWbBkv1Ni+oaXWfVJydkx5gEiIj8R4Do+kqJMb141yCbRX7u3ZPNLe2bpjn6x5lBROQnAkTXnWzQr52UY4uTlx84Nr26fktJ3o02BURE/iBA5A8SMOc7tnSLPL/WWVZdv3Gq/a7BKSAiuu4EiPxnYk6f1FhTRY3z/t0fNLvVilsG6HUSiIiuIwEivxrUN+aVmQWP7W9csr/J5VafnJBtkQ0gIrpeBIj8LTk64oU7B9kU84a3P2luUTdNc2TEm0FEdF0IEAUAk0H/xIRsqyIvf61p+rb3t5TkjewfByKi3idAFBgk4PsjrFaLXFHbULa9fuNUxx2ORBAR9TIBokBye3binvKhFTUNs3cf/fS2zHtyIkFE1JsEiAJMXnL0KzMLHtvftOL148f/mLj5u4lxZiOIiHqHAFHg6RMV8fydg9JjIza8c/LzzqOVxY7MhEgQEfUCAaKAFCF0K8dlKnrP+l//sXRb/ZYSx80D4kFEdK0JEAWw6Xnxef2S59c6795++Nkp9hkFqSAiuqYEiALbuIEJe8oL59c4H9jzgcutLhqTYdBLICK6RgSIAp49KXr7PQXLDjStONjU7G5/elJOnNkIIqJrQYAoGCRGGX98xw02RX7m0MfNLWplsSMrMQpERFdNgChIGIVu5fgsqyIv3d9Uuq2+qiRvTEY8iIiujgBRULl3aHq6Ra6occ7YXv/sFPvMwjQQEV0FAaJgc2tmwp7ywvm1zjmvfuhyq4vHZhj1OhARfSsCREEop0/U9hlDlh04tvLgMZe7/ZlJuQmRRhAR9ZwAUXCKjzRuvSPPpshPH/r4VEtHZbEjp08UiIh6SIAoaBn1uhXjBtoUecn+ptJt9VUljlszE0BE1BMCREFuZmFaukWeV9MwY/vhDVNy7x2aDiKiKybwrXR2dhoMBkmScBGfz+fxeIxGIy7l9Xo1TRNCgKh3jM6I31NeOL/W+eCrH7rc6mNjMyOEDkREV0Cgh37+85+/+OKLp06dSk5OnjVrVnl5uSRJAHbt2vXCCy+cPXt2yJAhq1atGjBgAACPx1NVVfWzn/3M4/Hcfvvty5Yti46OBlEvyEqMqp5RsOJA05o3jrvOqusn5yZGGUFE9PcI9MS///u/P/DAA/Pnzx89evThw4cXLVrk8Xhmz5596NChioqKFStWOByOf/zHf3zwwQfr6upMJtPWrVt/9KMfbdiwQZbl1atXd3R0bN68GUS9I85s+OE/3GCLMz/11olTLWpVicOeFA0ior9JoCf27t07bNiwZcuW6fX6m2+++dSpUzt27Lj//vtfeumloqKiH/zgBwCSk5PHjh373nvvDR8+/OWXX66oqCgtLQXQ1dU1d+7cRYsWpaSkgKh3GPTS0lszrRZ5yf7G0m31VcWOcVmJICK6PIGe8Hg8BQUFer0e3aKiojweT3t7+9GjRxcuXIhuWVlZVqv18OHDffv2/cMf/jBy5Eh0GzZsWFdX14kTJ1JSUkDUm2YUpKZb5Iqahnt2HFk/Ofe+4ekgIroMgZ7YunUrvvKb3/xm+/btjzzyiKqqZ8+eTUlJQTchRHx8/OnTp8+ePStJUmJiIrpZLBaTyXTmzBlcZNOmTbjIr3/9a7vd3tra6vF4cBV8Xg2Az+c7d+4cKGh1dXWdP3/+3LlzkiShhwYniJ/ckb3sjZMP/ezDE39yLxhljRA6UDBrbW3V6XQgAnw+3/nz52VZFkLgUh0dHUajET0h0HOnTp364Q9/uH379hkzZjz88MOtra0+nw+X8nq9ADRNw0W0brjI+fPnW1tb8ZXOzk5N07zdcDU0Dd28Xi8oaPl8Pm83SZLQc7ZY44+nDXz6Xdezv3I1t3SsvrVfYqQBFLS8Xq+maV6vFxT2fD6f1+v1+XxerxeX0jQNPSTQQz//+c8ff/zxgQMH7t69+5ZbbgFw4cIFs9nc1taGbpqmXbhwITY2VpZlAKqqoltnZ6fP5zObzbjI6tWrcZEnnniira3NYrGYzWZcBZ3QAdDpdIqigIJWVzdFUSRJwreiAM9PT8hKPvnkmyf+3O6tKsnLS44GBSdJknQ6XUxMDCjs+Xy+jo4Oi8UihMClZFlGDwn0xKFDhx5++OF169aVl5fr9Xp0i4qK6tevX2NjI7q1traePn06Ozs7OTk5MjLy5MmTOTk5AE6fPt3Z2Zmeng6i60jopCVjM22KefG+xtJt71cW5xVlJ4KI6CsCPfHiiy/eeeedI0eOPHnyJL6SlZU1ZcqUnTt3zpkzJzk5+cCBA11dXaNGjUpOTh4zZsyuXbvGjRsnhNi1a5fdbs/NzQXRdTc9PyUt1lRR65y54/C6ybmzR1glEBF9SeCKXbhwwel0njp1qrq6Gl8pKCh45513Zs+e/atf/WrChAl9+vRxOp1r16612WwAli9fXl5ePn78eL1ef/r06Z/85CdGoxFE/jCyf9zuWYUL6pyP7P3I5W5fcdtAk0EPIgp7AlfMaDTu3bsX30RRlD179rz33nstLS053dAtLy/vrbfe+t3vfuf1evPz81NTU0HkPwPizT+9O3/lwePPHPqk2a1umGJPjo4AEYU3gSsmSVJ2djYuw2QyjRkzBl8THx8/YcIEEAWGWJOhsthhU+Q1b5441aJWFecNSokBEYUxAaIwo9dJC8dkWBV50b7G0ur6ymLHxJw+IKJwJUAUlu4anJJmkStqGmbtOPLMpJwHvmOTJBBRGBIgClc32pRdswoX1jU++osGl1tdMX6g2aAHEYUZAaIw1j/O/K9l+avfOL7h7U9c7vZnp9pTYkwgonAiQBTeYkxi41S7TZFXv3H8VEvHlhJHfmosiChsCBCFPb1OqrhlgFWRF9Y1llbXV05zTLYngYjCgwARdbvjhr5psfK8moZZO488PTHnwRv7SRKIKOQJENFXhlstu2YVLqpzzv1Fg8utrhyfFWnUg4hCmgARXcSmyC+V5VvfOL7x3ZPNbvXZqfa0WBOIKHQJENGloiPEc1PtNsW86vVjp1rULSV5BWmxIKIQJUBEX6OTpLk397cq8sI6Z2l1/eZpjmmOJBBRKBIgossoyUtOizXNq3Heu/PIUxOzH76pn06SQEShRYCILm9oumXXrIJF+xrn1zhdZ9XVRVlRRgEiCiECRPQ3pVvkn0wfbFPkyl9+2tyibpxqT7fIIKJQIUBEf0+UUayfnGtTzI8fPFbWUl9Vkjcs3QIiCgkCRHQFdJL0yMh+Vou8oM5ZVl2/aZqjJC8ZRBT8BIjoik11JKXGmubVNHxv55EnJ+Q8OqqfTpJARMFMgIh6oiAtdteswsX7GhfUOV3u9jVF2dERAkQUtASIqIdSY03/UjrYqsibf3my2a1unOawKTKIKDgJEFHPmY36dZNybYr8+MFjZdX1VSWOEVYFRBSEBIjoW5EkPHRTP6siz691llUf3jTVfsegviCiYCNARFdhcm5SaoypotZ5366jrhZ17qj+ep0EIgoeAkR0dfJTY1+ZWbBkX9OiukaXW32yKDvGJEBEQUIgdEkguk5SYkwvlg6yKfJz755sdrdvmuboH2cGEQUDASK6FmSDfu2kHJsiLz94rKy6vqok70abAiIKeAJEdI1IwJwbbemKPL/WWVZdv3Gq/a7BKSCiwCZARNfUxJw+qbGmihrn/bs/aHarFbcM0OskEFGgEiCia21Q35hXZhY8tr9xyf4ml1t9akJ2rGwAEQUkASLqBcnRES/cOcimmDe8/Ulzi7ppmiMj3gwiCjwCRNQ7TAb9ExOyrYq87LWm6dve31KSN7J/HIgowAgQUa+RgO+PsFotckVtQ9n2wxun2qfnp4CIAokAEfWy27MT95QPrahpmL37qMvdvmB0htBJIKLAIEBEvS8vOXrHzIKl+5uWvtbkcqtrJ+YosgFEFAAEiOi6SIqKeP7OQTZFXv/2J81utbLYkZkQCSLyNwEiul4ihG5NUbZNMS99ral0W/2WEsfNA+JBRH4lQETX133D09Mtpopa593bDz87xT6jIBVE5D8CRHTdjctK3FNeWFHjfODVD5rd6sIxGQa9BCLyB4FQJoEoUNmTonfcU7DsQNPyg00ud/vTk3LjzAYQ0XUnQER+khhl/PEdN9gU+ZlDHze3qJXFjqzEKBDR9SVARP5jFLqV47Osirx0f1PptvqqkrwxGfEgoutIgIj87d6h6ekWuaLGOWN7/bNT7DML00BE14sAEQWAWzMT9pQXzq91znn1Q5dbXTw2w6jXgYh6nwARBYacPlHVM4YsP3Bs5cFjLnf7M5NyEyKNIKJeJkBEASMh0rj1jjybIj996ONTLR2VxY6cPlEgot4kQESBxKjXrRg30KbIS/Y3lW6rrypx3JqZACLqNQJEFHhmFqalW+R5NQ0zth/eMCX33qHpIKLeIUBEAWl0Rvye8sL5tc4HX/3Q5VYfG5sZIXQgomtNgIgCVVZiVPWMghUHmta8cbzZra6blJsYZQQRXVMCRBTA4syGH/7DDTbF/NShE81utarEYU+KBhFdOwJEFNgMemnpbZlWRV6yv7F0W31VsWNcViKI6BoRIKJgMKMgNd0iz6tpuGfHkfWTc+8bng4iuhYEiChI3Dwgbk9VIlXKAAAgAElEQVR54YJa50N7P3S525fdNjBC6EBEV0eAiIJHZkLkT2cMefzgsafeOuFyq+un5CZFRYCIroIAEQUVRTZsKcmzKfKTb5441aJWleTlJUeDiL4tASIKNkInLRmbaVPMi/Y1lm57v6o47/bsRBDRtyJARMFpen5KWqyposZ5z47D6ybnzh5hlUBEPSZAREFrZP+43eWFC+qcj+z9yOVWV9yWaTLoQUQ9IUBEwWxAvPmnZfkrXz/+zKGPm93tG6bYk6MjQERXTICIglysbKgsdtgUec2bJ061qFXFeYNSYkBEV0aAiIKfXictHJNhVeRF+xpLq+srix0Tc/qAiK6AABGFirsGp6RZ5Iqahlk7jjwzKeeBG20SiOjvECCiEHKjTdk1q3BhXeOjv2hwudXHxw+UDXoQ0eUJEFFo6R9n/tey/FVvHN/w9icud/uzU+0pMSYQ0WUIEFHIiTGJTVPtNkVe8/rx0190VBU78lNjQUTfRICIQpFeJ82/ZYDNIi/c11haXV85zTHZngQi+hoBIgpddwzqm2qRK2oaynceWTsx58Eb+0kSiOhiAkQU0kZYLbtmFS6qc879RYPLra4cnxVp1IOIviJARKHOpsgvleVb3zi+8d2TzW71uan21FgTiKibABGFgegI8dxUu00xr3r92KkWdUtJXkFaLIgIECCi8KCTpLk397cq8sI6Z2l1/eZpjmmOJBCFPQEiCicleclpsaZ5NQ337jyydmLOQzfZdJIEojAmQERhZmi6ZdeswkX7GitqGlxn21cVZUUZBYjClQARhZ90i/yT6YNtilz5y09dLerGqfZ0iwyisCRARGEpyijWT861KebHDx4ra6nfUpI3NN0CovAjQEThSidJj4zsl26RF9Q5p1fXb5rmKMlLBlGYESCi8DbNkZQWa5pX0/C9nUeenJDz6Kh+OkkCUdgQIKKwV5AWu2tW4eJ9jQvqnC53+5qi7OgIAaLwIEBEBKTGml4sHWxV5E3vnmx2qxunOWyKDKIwIEBE1C3SqF83KdemyI8fPFZWXV9VkjfCagFRqBMgIvqKJOGhm/pZLfL8OmdZdf2mqfY7BvUFUUgTICK61GR7UmqsqaLWed+uo64Wde6o/nqdBKIQJUBE9DX5qbGvzCxYsq9xcV2jy60+WZQdYxIgCkUCRETfJCXG9GLpYJtifu7dk81uddM0e/84M4hCjgAR0WXIBv3aSTk2RV5+4FhZdX1VSd6NNgVEoUWAiOjyJGDOjbZ0RZ5f6yyrrt841X7X4BQQhRABIqK/Z2JOn9QYU0Vtw/27P2h2qxW3DNDrJBCFBAEioiswKCXmlZmFj+1vXLK/yeVWn5qQHSsbQBT8BIiIrkxydMQLdw6yKuZn3/6kuUXdPM0xIN4MoiAnELo0ENE1ZjLon5yQbVPkZa81Td9WX1XiGNk/DkTBTICIqCck4PsjrFaLXFHbULb98Map9un5KSAKWgJERD13e3binvKhFTUNs3cfdbnbF4zOEDoJREFIgIjoW8lLjt4xs2Dp/qZlrzW53OraiTmKbABRsBH4Vrxer8/nMxgMuIjP5/N4PEajEZfyer2apgkhQEShJSkq4vk7B9kUef3bnzS71cpiR2ZCJIiCisC38s///M/Nzc3r1q3DV3bu3PnCCy+43e78/PxVq1ZlZGQA6Orqqqqq2rt3r8fjGT9+/PLly6Ojo0FEISRC6NYUZdsU89LXmkq31W8pybt5QByIgodAD33xxRfHjh178cUXi4qK8JVDhw7Nnz//8ccft9vtW7dufeihh+rq6kwm09atW//pn/5p/fr1siyvXr26o6OjsrISRBRy7huenm4xVdQ6795e/+wU+4yCVBAFCYGeaG1tHT169JkzZ1pbW4uKivCVl156qaio6NFHHwXQt2/fMWPGvPfee8OHD3/55ZfnzZtXWloKoKura+7cuYsXL05JSQERhZxxWYl7ygsrapwPvPpBs1tdOCbDoJdAFPAEeiI6Ovrtt98GcM899+ArqqoePXp04cKF6DZw4ECr1Xr48OG+ffu6XK6RI0ei27Bhw7q6uk6cOJGSkgIiCkX2pOgd9xQsO9C0/GCTy93+9KTcOLMBRIFNoIfi4uJwqba2trNnz6akpKCbECI+Pv706dNnz56VJCkxMRHdLBaLyWQ6c+YMLrJx40Zc5Ne//rXdbm9tbfV4PLgKPq8GwOfznjt3DhS0urq6WltbIyMjJUkCBYkIYP14W5Ks2/wfzZ9+1rquKDMzXsa10NraqtPpQAT4fL7z58/LsiyEwKU6OjqMRiN6QuBa8Pl8uJTX6wWgaRouonXDRdra2s6fP4+vdHZ2aprm7YarpgFerxcUtHzdvF6vJEmg4KEHFo1KS4sxrvm339/7qnPd7QNG2mJx1bxer6ZpXq8XFPZ8Pp/X6/X5fF6vF5fSNA09JHDVjEaj2Wxua2tDN03TLly4EBsbK8syAFVV0a2zs9Pn85nNZlxk9erVuMgTTzzR1tZmsVjMZjOugk4vAdDr9IqigIJWVzdFUSRJAgWbh0Yr2anxFTXOObUfPzsld2ZhGq6OJEk6nS4mJgYU9nw+X0dHh8ViEULgUrIso4cErlpUVFS/fv0aGxvRrbW19fTp09nZ2cnJyZGRkSdPnszJyQFw+vTpzs7O9PR0EFF4uDUzYU954fxa55xXP3S51cVjM4x6HYgCjMBV0+l0U6ZM2blz55w5c5KTkw8cONDV1TVq1Kjk5OQxY8bs3Llz3LhxQohdu3bZ7fbc3FwQUdjI6RNVPWPI8gPHVh485nKrz0zKSYg0giiQCFwLs2fP/tWvfjVhwoQ+ffo4nc61a9fabDYAK1asmDVr1rhx44QQp0+ffumll4xGI4gonCREGrfekWdT5KcPfXyqRa0sduT0iQJRwBD4VrZs2aLT6fAVRVH27Nnz29/+1u1253RDN4fD8dZbb73//vsej2fIkCEpKSkgovBj1OtWjBtoU+Ql+xtLt9VXlThuzUwAUWAQ+FaysrJwKZPJNHr0aHxNfHx8UVERiCjszSxMS7PIFTUN92w/vH5K7r1D00EUAASIiK6XMRnxe8oL59c6H3z1w2a3+tjYTKPQgcivBIiIrqOsxKjqGQUrDjStfuO4y62um5SbGGUEkf8IEBFdX3Fmww//4QabYn7q0Ilmt1pV4rAnRYPITwSIiK47g15aelumVZGX7G8s3VZfVewYl5UIIn8QCEUSiCgIzChITbeY5tU479lxZP3k3PuGp4PouhMgIvKfmwfE7ykvnF/rfGjvhy53+7LbBkYIHYiuIwEiIr/KTIjcNmPI4wePPfnWCZdbXT8lNykqAkTXiwARkb8psmFLSZ5NkZ9888SpFrWqJC8vORoUBlxuFd1sigw/ESAiCgBCJy0Zm2lTzIv2NZZue7+qOO/27ERQqGv447l7Xjn81IScH4zqDz8RICIKGNPzU9JiTfNqGu7ZcXjd5NzZI6wSKJSdVbu+UD0n/uc8/EeAiCiQjOwft7t86MI65yN7P3K51RW3ZZoMelBI0+BPAkREASYj3vzTsvyVrx9/5tDHze72DVPsydERoFAk4UuSJMF/BIiIAk+sbKgsdtgUec2bJ061dFSVOKwyiHqDABFRQNLrpIVjMqyKvGhfY+m2+rW39bs9Kx4UijQNfiRARBTA7hqckmaRK2oa/l/NsVW3DZg7NkYChR4N/iNARBTYbrQpu2YVzt17dPHBj/9H1R4fP1A26EF0jQgQEQW8/nHmH0/LXvdL1/q3P3G51Wen5qbEmEB0LQgQEQWD6Aj900UZA5Mta14/fvoLtarYkZ8aC6KrJkBEFCT0kjT/lgE2i7xwX2NpdX1lsWNybhIouEnwNwEioqByx6C+qRZTRY2z/JUjayfmPHhjP0kC0bcmQEQUbEZYlV2zChfVOefVNLjc6qrxWWajHkTfigARURCyKfJLZflr3ji+8d2TzW71uan21FgTKPho8DeB0KVBAxGFrugI8dxUu00xr3r92KkWdUtJXkFaLIh6SICIKGjpJGnuzf2tirywzjm9un7zNMdURxKIekKAiCjIleQlp8aaKmoaynceWTsx56GbbDpJAgUFCX4nQEQU/IalW3bNKly0r7GipsHlbl91e1aUUYACnwa/EyAiCgnpFvkn0wfbLHLlLz91udWNU+3pFhlEf48AEVGoiDKK9VNyrXHmlQePlbUc3lLiGJpuAQUwCV/S4E8CREQhRCdJj47sZ7XIC+qc06vrN01zlOQlg+jyBEKXBCIKU9McSWmxpnk1Dd/beeTJCTmPjuqnkyRQ4NHgfwJERKGoIC1256zCJfsaF9Q5Xe72NUXZ0RECFGA++bwdwKeftcN/BEKSBiKitFjTi6WDrYq86d2TzW514zSHTZFBgeRUiwrgz+c74D8CREShK9KoXzcp16bIKw4eK6uu31KSN9xqAV1HnV4fuhn1OnydBr8TICIKaZKEh27qZ7XI8+uc06vrN02z33FDX9D14m7vmvTib8cOTNg41Y6vkfAlDf4kQEQUBibbk1JjTfNqnPftOtrsVn8wqr9eJ4F63/lOb8OfWg16Hb5JmkUGkBRtgv8IhCQJRER/JT81duesgiX7GhfVNbrc6hNF2TEmAep9Xk3DZWQmmAFkxpvhPwJERGEjJcb0z6WDbYr5uXdPutzqpmn2/nFmUO/SAJw5f+Env22+f4RVQsARICIKJ2aDfu2kHJsiLz9wrKy6vqok70abAuplf2y9UPWrT+8bYZUQcASIiMKMBMy50ZauyPNrnWXV9Run2u8anALqTV1e359aLyAgCRARhaWJOX1SY0wVtQ337/6g2a1W3DJAr5NA15cG/xMgIgpXg1JiXplZ+Nj+xiX7m1xu9amJ2bEmA+g6kiDB3wSIiMJYcnTEC3cOsirys2+fbG5RN09zDIg3g64vDf4kQEQU3kwG/ZMTcmyKedlrTdOr66uKHSP7x4HChgARUdiTgO+PsKZb5Pm1DXdvP/zcVPv0/BTQtSYhEAmEoliTAUC0SYCI6IoVZSfuKR9aUdMwe/dRl7t9wegMoZNAV0fD//Fp0AAJf0WDvwmEogSzEUCcbAARUU/kJUfvuKdg6WtNy15rcrnVtRNzFNkAumpeTWu94NE0QEKgESAiooskRUc8f+cgmyKvf/uTU251c7EjMyESdHU0DR6fDwFJgIiILhUhdGuKsm2KeelrTdO31VeV5N08IA50FSQJQqfD10gS/E6AiIi+yX3D09Mtpopa593b65+dYp9RkAr6tvSSFB2hl/DNNPiTABERXca4rMQ95YUVNc4HXv2guUVdODrDoJdA35KEy9HgRwKhaEBCJID4yAgQEV0de1L0jnsKlr7WtPxAk+ts+9OTcuPMBlAIESAior8pMcr44+/eYIuT1x36uLlFrSx2ZCVGga4dCf4kEIqGpVsA9I2OABHRtRAhdKvGZ9kU+bH9TaXb6reU5I3OiAf1jAZogISv0aDBfwSIiOjK3Ds0Pd0iV9Q4795++NkpuTML00DBT4CIiK7YrZkJe8oL59c657z6ocutLh6bYdTrQMFMgIiIeiKnT1T1jCHLDzStPHjM5VbXTcqJjzSCLkNCoBMgIqIeSog0br3jBptifvrQx6da1MpiR06fKFBwEiAiop4z6nUrxg20KfKS/Y2l2+qrShy3ZiaAvhUNEvxHgIiIvq2ZhWlpFrmipuGe7YfXT8m9d2g6qCckScJfaPAjASIiugpjMuL3lBfOr3U++OqHzW71sbGZRqEDXSENfidARERXJysxqnrGkBUHjq1+47jLra6blJsYZQQFCQEiIrpqcWbjD//hBptifuqtE81utarEYU+KBgUDASIiuhYMemnpbZlWRV6yv7F0W31VsWNcViLoimjwHwEiIrp2ZhSkpltM82qc9+w4sn5y7n3D00HdNFyWBn8SICKia+rmAfF7ygvn1zof2vuhy92+7LaBEUIHClQCRER0rWUmRG6bMeTxg8eefOuEy61umJLbJyoCYU/DX5PgfwJERNQLFNmwpSTPpshPvnniVItaVZKXlxyNMKQhwAkQEVHvEDppydhMm2JetM9Zuu39quK827MTEZ4kfEkDJFxCwl9oGvxIgIiIetP0/JS0WNO8moaZOw4/Mzl39girBAogAkRE1MtG9o/bXT50YZ3zkb0fNbvV5bdlmgx6hBsNXyfB/wSIiKj3ZcSb/7Usf9Xrx58+9LHL3b5hij05OgL0vyT4kQAREV0XFtlQWeywKfKaN0+caumoKnEM6hsD+gsNfiRARETXi14nLRyTYVXkRfsaS7fVVxY7Jub0AfmVABERXV93DU5Js8jzahpmvXLkmUk5D3zHJiHESfhmEr6kwZ8EiIjourvRpuyeVbiwzvnozxtcZ9XHxw+UDXqEIUmCvwkQEZE/9I8z/2vZkFWvH1//9ieuFvXZKbkpMSaELg3Q8Nc0/C8N/iNARER+EmMSm6bZbXHy6tePn25Rq4od+amxCD8a/EmAiIj8R6+T5t8ywGqRF+1rnF5dv7nYMTk3CWFDQjcNfiRARET+9t1BfdMspooaZ/krR9ZOzHnwxn6SBLo+BIiIKACMsCq7ZhUuqnPOq2lwudVV47PMRj2u2Id/PIdug/rGINho8CcBIiIKDDZFfqksf80bxze+e7LZrT431Z4aa8KVae/0jv3xb2aPsG694wYEDwn+J0BERAEjOkI8N9VuU8yrXj92qkXdUpJXkBaLK/D2J591eHynv+hAUNEk+J1AKNLwJQ1ERMFHJ0lzb+5vVeQFdc7p1fWbpzmmOpLw9+ggAWh2qwhgmoa/puFLGvxIIBT9/vN2ScLvz7aDiCg4leQlp8aaKmoaynceWTsx56GbbDpJwuWlxpoADEu3ICBpGjRNw9dI+JIGDf4jEIokQNNARBTUhqVbds0qXLSvsaKmweVuX3V7dpRRj8s403ZBkvDhH88h8Hh9GgCfBkADJFxEkiQAGvxJIBT1i5MBDIg3g4gomKVb5J+UDrZa5Mpffupyqxun2tMtMr7Jh39s1TREGfUIYBq+ToO/CRARUQCLihAbpuTaFHnl68fLWg5vKXEMTbfga/50rgPAWbULwUiDHwmELglERKFAJ0mPjupvVcwL6pzTq+s3TXOU5CXjUrdkxL9x/MwXqgdBSIM/CRARUTCY5khKizXNq2n43s4jT07IeXRUP50k4SsxEQJAS0cXApVP06Dhr0gS/kKDPwmELg1ERCGlIC1256zCxfsaF9Q5Xe72NUXZ0REC3aIiBIBR/eMQqDw+TcM30zT4kQAREQWPtFjTv5QOtinypndPNrvVjdMcNkUGEKHXScDh018g0Ej4Xz5N0/DXJEgANE2D/wiEIg1ERCEr0qhfNynXpsgrDh4rq67fUpI33GrxaZoG/Pn8BZ+m6SQJgUQCNPyFpGkaLiXhSxr8SaD3eb1en89nMBhARETXgiThoZv6WS3y/Drn9Or6TdPs//EHtwR0ebWTn7UNTIxCQJEADXodNHyNhL/QNA3+I9Cburq6Kisr9+7d6/F4xo8fv3z58piYGBAR0bUw2Z6UGmuaV+O866fvywa9BkDTlr52DECc2ZAQaUyIMiZEGhPMxjiz0SIbYkwiKkIvC71Br5MkXGcSpNYLHrNBj4voJAmAT4MfCfSmrVu3Pv/88xs2bJBledWqVRcuXKisrAQREV0j+amxO2cV3PTD/zjd0iF0UkZC5J9aOwAc+5/z5zq6znd61S5vl9enk6QIoTMb9dERwmIyKGZDvNkYH2lMjDQmRBkTIo3xZqNiNlhkQ0yEiDTqI4Re6CUJ14SEbl6f9tEfW5MGRuAikiQBOKt2wn8Eek17e/vLL79cUVFx1113Aejs7Jw7d+7ixYtTUlJwXUiQQEQU6lJiTF5N6xtralg8RhY6vU7y+jSPT2vv8rZe8HyhdrnVrs/buj5r7/zsfOdnbRc+a+v8vL3rD+72o//9xbkOT1unt8Pj83h9Qq8zCV2kUR9jEhbZEGc2xpsNCZHGhMiIhChjgtkYH2lQZEOsbIiOEGaDPkLo9DoJV0LDX3R6fYeOnxk3MAHdznV45tc2fPJZO4B/+/iz1a8f/96w9P7xZlx3Ar2mubnZ5XLddNNN6DZs2LCurq4TJ06kpKSg9wmdFGc2gIgoDDx8Uz9NQ6RRL3QSAL1OMgJmoz4h0ohvogEer3bB423r9J674GlRu9ztXZ+3d37W1vnZ+c4zbZ2ft3V+3t7Z9OfzLR1drRc87Z3eCx6fT9MMep1s0EcZ9TEmgyIb4syG+EhjQqQxIdKYGGWMNxvjzEbFbIg1iagI8f3dH7z9yeetnR4N/+d8l6/pz63vNbf8+8nP32t2H/vzeQ1f8nq1pw6d+E4/S/94M647gV7jdrslSUpMTEQ3i8ViMpnOnDmDizz33HO4yK9//Wu73d7a2urxeHAVbFG6/fcOBnDu3DlQ0Orq6mptbY2MjJQkCRT2WltbdTod6Js8MiwJQPv5VvSQDMhGJBl1iI0AInARTUOXz9fR5Wvr8p674P1C9bjVrrOq5/P2rs/auz5v7zrb3nW2rePTz8+f6/Cc7/SqXb5OryYBRiHJQh8Vof+vcxe8Pg1fkST86D8+3fY7V4fH10+Rh6ZG/+Hzdq+mjR2gfPTn8/99rlPydJ47dw5XwOfztba2yrIshMClOjo6jEYjekKgN2mahoto3XCR9vb2trY2fKWzs1PTNG83XIX8ZDO6eb1eUNDydfN6vZIkgcKe1+vVNM3r9YKuFz0QaZAiDaKPWUCJwNf4NK3Tq6ldvrZO77kLnpYOj1v1nG3v+lz1fN7e9U+//W9cRAKEXlo4Kn1EWkxuH3NMhHh6fH8AUUb98//ff1f9+tSI1Civ14sroGmar5vX68WlNE1DDwn0GlmWAaiqim6dnZ0+n89sNuMiq1evxkWeeOKJtrY2i8ViNptBYa+rm6IokiSBwp4kSTqdLiYmBhQkHr2t/6ctrae+gCNBb1Vi40wmnSSZ9Xp8RcH/WT5BWT7BoZckXBmfz6eqqsViEULgUrIso4cEek3fvn0jIyNPnjyZk5MD4PTp052dnVarFUREFAZy4pScOAVXQC9J8B+BXpOUlPT/twcfQFEeiN+Af+/2haUuS1FgERVBqoKFLtIkekGKoIBIwIqAgi1GoyaXSy6aGGMsFNFoRI1gDU0FRGMHNJYzRkSlSG9Slu3vN/POMAOjXpn/3WdmeJ9nxowZx48f9/PzY7FYx48fnzhxorW1NWg0Go1G+9Ng4X9p06ZNsbGxfn5+TCazsbExOzubw+GARqPRaLQ/DRb+l2xtbS9evFhZWalSqZycnEaNGgUajUaj0f5MWPgfEwqFgYGBoNFoNBrtT4kFGo1Go9FGMBZoNBqNRhvBWKDRaDQabQRjgUaj0Wi0EYwFGo1Go9FGMBZoNBqNRhvBWKDRaDQabQRjgUaj0Wi0EYwFGo1Go9FGMBZoNBqNRhvBWPgzKS8vVygUf/vb3zgcDmgjnkql6u/v19LSIggCtBFPKpUC4PF4oI14JEn29vYKBAIGg4HhysvLAWzduhX/Nhb+ZF69elVdXW1rawvaiNfe3v748WN3d3cOhwPaiHfz5k0mk+nl5QXaiDcwMFBVVeXk5KSnp4f/Mxb+TC5fvhweHh4ZGRkWFgbaiPf48eN58+Zt2rRJQ0MDtBFPKpXq6Oh8/PHHoI14XV1dkyZNOnz4sFgsxnBbt27Ff4gFGo1Go9FGMBZoNBqNRhvBWKDRaDQabQRj4U/G3t4eNNqgiIgI0GgUHo8HGm3QRx99hP8SFv5ktm7dChqNMnHixK1bt4JGo2zduhU0GkVPT2/r1q34L2GBRqPRaLQRjAUajUaj0UYwFmg0Go1GG8FYJEkSBIE3kCRJEATet46ODrwNk8nU1dUF7b+NJEmCIPCnpFKpuru78Tb6+voEQYD2/wVJkgRB4H3r7OwkSRJvIxQKQftvI0mSIAi8gSRJgiDwvnV0dOBttLS0OBwO/imWn5+frq5uZGRkREQEKFevXj148OCLFy9Gjx4dHR09e/ZsvE1ubu6xY8ckEsnMmTOTkpI0NTUBZGRkNDQ0YBBBEJ9//jnecP369YyMjLq6Oicnp9TUVLFYDEAikWRmZl64cIEgCD8/v8TERB6Pt3LlyvLyclBIkiQIApRNmzYlJyeDcvDgwZqamr/97W+gyGSyjIyMCxcuyOVyZ2fnxMREc3NzDKdQKNLT04uKigiCCA8Pj4uLIwgCQHt7+86dO2/fvi0UCuPj42fNmoU33LlzZ9++fS9evLC3t09NTR07diwo58+fP3LkSE9Pj4eHx6pVq3R0dPBetbe379u378aNGwC8vb1XrFihq6sLoLW19dtvv62oqDA0NFy8eLGfnx8ohYWFR48ebWpqsre3T0pKsrKyAiCTyTIyMi5cuCCXy52dnVeuXGlmZoY3tLW1ffvttxUVFQYGBgkJCQEBAQBkMtkXX3yBITw8PAIDA/E23d3dISEhp0+f1tPTA6W9vX3nzp23b982MDCIj48PDAysr693d3dXqVQASJIEQBAEABaLdffuXZFIdPTo0dzcXIVCERgYmJiYyOFwAPT39//www/l5eU8Hi8qKioiIgJvePLkyffff//48eOxY8empKQ4OTmBcvny5aysrKamJhcXl7S0NBMTEwynUqkOHDhw/vx5kiTnzp27ePFiBoMBoKura9euXTdu3NDR0YmLi5szZw7etytXrvz444/Pnz83NTWNioqaPXs2KCUlJQcOHGhra5syZUpaWpqhoSGA7u7u/fv3l5eXs9nsOXPmLFmyhMlkAnj48OH+/fsfP34sFArnzp0bExNDEATeUFZWlpWV1dLS4uLikpaWZmxsDKC4uPj69esY4tNPP+VwOHibY8eOVVRUfPfddxh0+fLlrKys5uZmZ2fntNZvrq4AACAASURBVLQ0ExOT3bt3p6eng0KSJEEQoMydOzc9PR2U8vLyrKysnJwcDPf999/L5fJ169bhbU5QpFKpn5/fypUr+Xw+AKlUunfv3pKSEjabHRkZGR0djTc8e/Zs165dDx8+HDNmTFJSkouLCyjXrl3LyMior6+fNGlSWlqamZkZ3iupVJqZmXnp0qWBgYEpU6YsX75cLBYDkEgkP/zww+XLl7lcblRUVGRkJCg3b97Mzs6urq62tLRcvnz5tGnTAJAkmZOTc/r06a6urokTJy5btszBwQFvGBgY2LNnT2lpKZfLnT9//oIFC0DZsmULSZIYZGpqumzZMryNWq2eO3fuV199ZWtrC4pUKt2zZ09paSmbzZ4/f35UVFR/f7+bm9vr169BIUmSIAgABEEUFRU5OjoePXr07NmznZ2ddnZ2S5cutbe3B9DX15eenn758mXW0qVLa2pqVq9erVar58+f/+DBg+jo6Hnz5v3lL3+pqqqKi4s7ceKEr68vhsvLy0tMTFy3bp2hoeG3337b1NS0a9cuAPfu3fv999/5fD4ourq6eMM//vGP6Ojo4ODgv/zlL4cPH05ISDh//jyfz09JSamsrExJSVGpVLt3725qatqxY8dGCoCWlpbo6OiLFy8yGAwAHA4HgEKhePny5aFDhzw9PTHoyy+/PHHixNq1awUCwYEDBxISEn755Rcej4chtm/fnp2d/fHHH8vl8s2bN8tksuXLl6vV6qSkpMbGxuXLl//+++9xcXEnT5708vLCEM+ePYuOjvbz80tOTj527FhcXFxBQYG2tnZRUVFCQsKqVavEYvH3339fV1eXlZVFEATeE7VanZiY+PLly8TERJVKtWfPnqqqqhMnTgBYsWJFV1fX0qVL79+/Hxsbe+rUKVdX19zc3JUrVyYmJoaEhOTm5i5cuLCwsFAoFH755ZcnTpxYu3atQCA4cOBAfHz8L7/8wuPxMIRKpUpMTGxra1u2bNmjR48WLVqUl5fn7u7e1dWVmZk5adIkDJo2bRreQJJkT09PTk7OkydPMEilUiUlJTU2Ni5fvvzx48eLFi3Kzc2dNGlSYWEhKJ9//rm+vn5SUhIoOjo6P/7446ZNmzZs2KCpqfn11193dXV99tlnADZt2lRWVpaWltba2pqYmMhgMMLDwzFEe3v7woULx40bl5ycXFhYGBUVdeHCBTMzs8rKytjY2AULFgQHB2dlZS1btiwvL4/D4WCI7ykff/wxSZJffPGFRCJZvXo1SZKpqalPnjxJSkqqqamJj4/Pycnx9/fH+1NVVTV//vywsLDk5OTKysrY2Nh9+/ZFRkbevHlzESU4ODgzM3PFihU///wzgKVLlzY0NKxYsaK3t/ebb77p6urauHFjS0tLTEyMo6NjUlJSTU1NamqqXC5PSEjAcLdv315ICQ4OzszMXLFixcmTJ9ls9h9//PHLL78YGxuDQhAESZJ4g1KprKury87Otre3x6DKysqFCxdGRUUFBwdnZWUtW7YsLy8vPDw8JCQEgFQqDQgIOHfunJ6eHgCCIACoVKrm5ubMzEypVIohFApFdXX1kSNHIiMj8TbHjx9fvXr1+vXr9fT0vvnmm9bW1u3btwPYtm3buXPn1q1b193dnZaWRpJkTEwMhnj9+vWiRYtMTEySk5MvXbq0YMGC4uLisWPHPnz4MDo6OjQ09MMPPzx06NDixYvPnj3L5/Px/mzdujUvL2/NmjU6Ojo//vjjggUL8vPz9fX1N2/efOnSpTVr1rS2tiYlJREEERERcevWrcjIyLlz56akpJSWlkZFReXn59vY2Bw5cmTjxo1r1qwRi8WnTp2Kjo6+ePGiiYkJhtuyZUthYeHatWs7OjpWrVoFYMGCBXK5/Pz588bGxhikp6eHt+nv7y8pKbl+/TqG2LZt27lz59atW9fV1ZWamqpWq6Oiok6ePAlKXl7e1atXd+/eDcro0aMzMjK2bt26du1asVh85syZ0NDQ/Pz8CRMmrFu37urVq6tWrWJFRkYCYLPZmZmZ8+bNKygosLCw+Prrr9lsdkhISFVVVX5+vq+vL4ZQq9X79++Pi4tbv349AAMDg/j4+FWrVo0ZM+bly5dhYWEpKSl4tyNHjowbN27Hjh0cDmfy5MkeHh6lpaWWlpZ5eXnnz5/38vICMHbs2Li4uJSUFEdHR1DKysoAmJiYGBsbg9LT0+Pn51dfX9/R0eHp6QlKf39/bm7u+vXrExISAIwbNy4oKOjp06cODg73798H4ODg0NHRkZ2dvW3bttjYWAASiSQzM3PRokUPHjwoKysrLCx0cXEhSbK6ujorK8vLy6urq6uuro7P51tZWeXk5BgZGe3cuZPP50+bNs3Nza24uDgiImL//v1hYWGbN28GYGpqGh4enpqaamtri/fk999/Ly0tPX36tLe3NwBbW9tZs2b99ttvAwMD165du3TpkoODQ0RExJMnT7Kzs6dOnbp3797Fixdv27YNgL+//8yZMwsLC0NDQ3Nzczds2BAfHw9g3LhxQUFB1dXV9vb2GOL27dtXr14tLi6eNGmSWq3+448/Dhw44O7u3tTUBODQoUMmJiZ4t7/+9a9HjhxpbW3V0NDAoIqKirKysqKiImdnZ5Iknz17lpmZ+dNPPzk6OmIIR0dHUGQy2f79+5OSklatWgVAQ0Nj48aNiYmJ/f39OTk5hw8f/uCDDwC0tLSkp6eHhoYqFIonT56wWCxbW9vz58/39PTs3r1bJBL5+/t7e3vn5eWlpqZmZ2dPnjz5q6++YjKZtra2vr6+169f9/HxefDgAUmSdnZ2fX19mZmZn3zyybJlywCoVKr09PSEhISampr8/Pxz5865u7sDePnyZUZGhr+/P96fkydPWltb79y5k8PhhIeH9/X1ZWdnR0REZGVlubm5ffHFFwwGw9raOjAw8Pbt2yRJlpeXX7p0ydHREYCxsfGGDRuWL19+7dq13t7eb7/9ViQSAaitrT179mxCQgKGO3DgwLRp07788ksGg2FjYxMQEHDz5k0vL6+amprp06enp6fj3SQSycyZM2trazs7O+3t7THowIEDzs7OX331FZPJtLW19fX1vX79uo+PDyg1NTUABAKBo6MjKCRJ+vv7V1dXd3R0zJo1C4Pa2toCAgIaGxs7OjoiIyMx6Pfff5fL5ePGjeNyufv27VuyZMmaNWsA6OrqJiUlJScnEwRx5MiRPXv2hIaGAujs7ExPT4+MjATw+PFjJpNpZ2dXWFjY2NiYm5s7atSooKCgmTNnnjhxYtOmTT/++KO1tfX27dvZbLajo6O3t3d5eXlQUBDek46OjpMnT27btm3RokUAPDw83N3dS0tLp0yZkpOTk52dPWfOHABtbW3p6elhYWFZWVnTp0/ftWsXg8EIDg4ODw8/duzY559/fvz48djY2DVr1gBwdXV1cXGprKz8y1/+giHq6up++umnzMzMDz/8EEB7e3t6enpEREQXJTs729nZGe926tSpTZs2tbS0DAwMYFBDQ8ORI0f27t0bEhICoLOzMyMjY/78+Y6OjqDk5eUBcHBwIAgCgFKpPHLkyNKlS9etWwcgKChoxowZp0+fXrhw4enTp9PT00NCQligTJkyZefOne3t7VpaWvPmzWOz2aCwWCw2m43hWlpaHj9+vH79elCmTZvG5XL/8Y9/GBsbNzQ0WFpaFhUVkSRpZ2dnbm6O4dRq9c2bN/38/DgcDgBLS0tbW9s7d+7w+Xw2m21tbQ2Kvb29VCqtrq42MzPDOwgEghMnTpAkuXLlSgySyWRLliyxs7MDhc1mMxgMJpMJICMjo7S09P79+0+fPu3t7XV3dwdl5syZf/vb3+rq6qqqqkxMTOzs7AAQBOHv7//dd98NDAy0tLR4enpmZmaOHz/+xo0bHh4efD4fgJmZmZOT061bt/z9/R88eLBo0SJQnJ2ddXV1Hz58aGtri/fk1atX06dPnzhxIihGRkYMBkMmk1VUVJibm9vY2ABgMBh+fn4HDhx4/fr1y5cvV65cCYqurq6lpeWtW7dmz569ZMkSOzs7UFgsFoOC4SorK0ePHm1rawuAwWD4+fnt379fKpXW19cbGRm1tLRUVVXp6ek5OzvzeDy8ITY2NiYm5unTp3FxcRhUVVVlYmJiZ2cHgCAIPz+/Xbt2DQwM8Pl8vE19fX11dbWPjw8o7u7uUqn06dOnnZ2dPB5vypQpoAQEBJw4caKtrY3BYPj7+6emptra2l67ds3Z2VkkEgHQ0dFxc3O7ceNGUlJSRUVFTEwMk8kEYG1tbWlpWVlZ6ePjc+TIkby8vEePHtXU1LS2tnp6eoIyY8aMrVu3vnjx4t69ewYGBk5OTqD4+/tv27att7dXS0sL70lzc7OjoyOHwwHFxMTk7t27AwMDlZWVK1asYDAYAGxtbc3MzO7evWtoaCgQCMaNGweKk5NTR0fHixcvFApFcnKyUCgEhcPhsFgsDCeTySorKxMSEhgMBoCJEyeKxeK7d+96eXnV1NQEBASUlpYODAyMHz9+woQJeAOfzz927BiAtLQ0DJLL5RUVFQsXLmQymQCsra3HjBlTVVXl4+ODdyAI4sCBAwC+++67V69eYZCent6pU6dIkoyNjcUQZWVln3766YMHD0iSfPLkyeeffw6Kq6srgCdPnpAkCWD69Omg+Pv7Z2RkNDc3a2lpzZ49Oy4u7osvvrh+/bqTk9OoUaMAaGpqenh43Lx5U6VS3bp1a/bs2Ww2G8C4ceOsra3v3LkTFBSE96Sjo2PixIlOTk6gCIVCTU1NiUTy8OFDNps9depUUPz9/Y8ePdrS0vL06VNfX18GgwGAxWI5ODjcunVLpVIFBgaKxWJQmEwmg8FgMpkY7tGjR0wmc+rUqaD4+/v/+OOPzc3NHR0dSqWSzWbn5+draGg4Ozvr6OjgDdOnTy8sLOzt7fX19cWgx48fA5g2bRoo/v7+WVlZTU1NZmZmeJu+vj59ff2pU6eCIhAIdHV1e3t7W1paXFxcHBwcALBAuX37dm9v7+vXr5OSkgA8e/YsJyfnyZMnXV1dcXFxGK6zs1Mul48aNQoUHR0dbW3txsbGrq6utra2TZs28fl8iUTS3d29c+fO8PBwDCGTyVpaWsaMGQMKQRBGRkb19fWGhoYymezx48eGhoYA7t+/393d3dLSgndjMBiWlpYYTl9fPzU1FcCePXsaGxtLSkpiY2MnTpwIwNfXd+bMmQwGo6WlhcvlCoVCUIyMjAiCaGtre/nypUgk4vF4oJiZmXV0dPT29vJ4vIMHD+rp6SkUiubmZrFYjEEmJiavXr3q7u7u7+8fPXo0KJqamkKhsL6+Hu9PAAUUmUyWkZFhampqY2Pz888/i0QiNpsNilgsbm9vV6lUZmZmFRUV8+bNA9DR0fHs2TOlUqmvr5+amgrghx9+aGxsLC0tXbRo0cSJEzHcixcvRCIRh8MBRSwWt7e39/X11dTUAFiwYIG2tnZdXZ2Tk9PBgwdNTEwwnIWFBYCamhoM8fLlS5FIxOVyQTE3N+/s7Ozt7eXz+Xib9vZ2kiSNjY1B0dfX5/P5zc3NbW1tOhRQTExMZDJZZ2eniYnJvn37eDwegIaGBicnJwwyNzd/+PBhX19fa2urWCwGhcViGRoa1tXVAXB3d58+fTqTyWxpaWGxWCKRCBRDQ0MGg9Ha2lpXV2dgYKChoQGKmZnZa4qWlhbek8OHD2PQ48ePf/755/Dw8IGBgfb2drFYDAqHwxGJRHV1dQ4ODj09PU+fPp00aRKAqqqq3t7e9vb2+fPnA+jp6dm9e/eLFy/u3Lmze/duDNff39/W1iYWi0Fhs9kikai2tlYmk9XX1+fm5ubk5KjV6rq6uk8++WT16tUYjiAIS0tLDCeRSNra2iwsLEBhsViGhoZ1dXX4pywtLfEGFotlaWlJkiSGGzt2bGZmJofDaWxsVCqVJiYmoOjq6goEgsbGRgCampp6enqgGBsbq1Sqjo4OfX39Xbt2sdlsAPX19aamphhkYWFx9erVvr6+1tZWCwsLUBgMhpGRUX19Pd4fKyurgoICUNRq9dGjR1+/fj116tQrV65oa2vr6OiAMmrUKLlc3tXVZWlp+ejRI5VKxWQy5XL5b7/91traSpJkamoqgLy8vAcPHty4ccPLy8vb2xvDNTY2amlp6erqgjJq1CiFQtHZ2dnQ0KBSqcLCwvT19VtbW0UiUXZ2tr29PYYbPXo0gOrqagzR2NgoEAj09PRAMTExUSqVHR0dZmZmeBtdXd38/HwMys/Pf/jw4SeffOLs7FxQUAAKa+fOnS9fvnz06BGTycQgtVrd3d0tkUikUmlTU5NYLL558yYoBEEYGRmp1WqCIDCEUqlsampycnJav369j4+PRCL5+9//vmHDBnd393/84x8Y5OjoqFQqMQRBEDKZzM7OLiwsbMWKFdHR0XK5PD8/38TEBP8Hvb29HR0dKpWqtbW1t7dXW1s7LCwMFJIkARAEAQpBECRFrVZjCIIgFAoFSZIWFAByuVypVBIEgSGkUikAlUpFEAQoBEEAUCgU+BMoKyvbvn17XV3dDz/8oK+vr1arMZxCoWAymcuXL1+1atXAwICFhUVRUZGNjY1UKsWg3t7ezs5OlUrV0tLS29v7/Pnz9vZ2UExMTNRqNYZTKBQA6urqJk6cuHv3bgMDgz/++CMyMnLnzp2pqamPHz8Ghcvlenp64m3UajWGIAhCLpfjnyJJkiAIUAiCIElSpVKRJAmAIAhQCIJQqVQkSerq6oaHh4OiUqkwnFQqJUlSpVIRBIEhZDIZgJCQEAxBEAQoBEEAIElSrVZjOKVSSZIk3rfu7u7s7Oz9+/e7u7unpqbKZDKlUonhZDKZq6url5dXQkJCRETE69evS0pK9PT0MERnZ2d/f79arW5oaFCr1WVlZRhkZ2enVCoxnFwu7+rqGjVqVExMzPz589Vq9eHDh9etW+ft7d3b2yuXy0GxtbU1MTHB2yiVSgxBEIRMJsN/z6xZs0B59eoVSZIEQYBCEAQAlUrFYDAwBEEQaoqmpmZ4eDgoSqUSw8lkMpIklUolQRAYQiaT4U/g7t27O3bsuHHjxrfffmtjY1NeXg6AIAhQCIJQq9UkSS5evHjBggXx8fFOTk43btzQ0dEhCAKDFApFe3u7TCZ7/fp1e3t7a2trTU0NKJqamiRJAiAIAoNUKhVJkjU1NS4uLt9///2YMWOampoSEhK2bNly+PDhO3fugEIQhK+vL96GpGAQQRBqtZokSfwrz54927Vr15kzZzZs2ODr64tBt27dYt25c2fChAmffvppVFSUtrY2SZIEQVhZWX333XckSa5bt+6vf/1rXl7evn37uru7AUyePHnp0qVMJnNgYAAUpVKpVqs1NTWdnZ0vXLgAikAg+Oijj/bt2/f7779fvHixsrISgK6u7t69e/l8fn9/PwbJ5XIdHR0Gg7Fnz56jR49evXpVX19/79694eHhBgYG+M+RJEkQxMaNGwHU1tbOmDHj7NmzsbGxGKShoUGSpFwuB0UmkwHg8/kCgUCpVJIkSRAEAIlEwqFgEJPJ5PP5/f39GCSXyzU1NblcLpvNHhgYAEVFEQgEeK86Ozu3bNly9uzZuLi4AwcOmJqaAhAIBEqlEoMkEgmXy2Wz2dHR0UKh8MyZM7/99tuSJUvy8/ONjIwAkCRJEMQnn3wCoLa21tvb+9y5cwYGBjt27ADl008/1dLSUiqVJEkSBAFAIpFwOBw2m/3dd99hkI2NTXh4eFFR0UcfffT111+rVCoAERERnp6eeBstLS2lUkmSJEEQAPr7+7lcLpvNxjvweDyCIKRSKSgKhYIkSQ0NDalUqlKplEolm80GIJVKmUwml8vFEBoaGlKpFIMGBgY0NDQ4HA6Xy+3v78cghUKhpaWFIfh8PgC5XA6KTCYjSZLP5wsEAqVSqVarmUwmgIGBATabzeVy8V5dvnx548aNTCZz+/btH374IYvFUqvVPB5PIpGAQpKkUqnU0tLicDjZ2dmHDx++c+eOsbHx3r17Z8+eLRQKSZIEoK2tvXPnTgAZGRnbtm0LDAw8ffr0kydPABgZGe3cuZPH40kkEgxSKpUCgcDY2Li4uBiD5s+fv3379srKSoVCkZeXB4DJZO7du9fExARvYLPZPB5PIpFgkEKhEAgE+B/g8/kMBkMqlYKiUCjUarWmpiZBEGq1WqlUgiKVShkMBo/HwxCampoymQyDJBIJj8fjcrk8Hq+/vx+DFAqFnp4e3iu5XP7111+np6d/+OGHxcXFNjY2ADQ1NdVqtVKp5HA4AAYGBhgMBo/H8/T0PHXq1PHjx+/cuePr69vR0dHU1MRisUiSJAhiAaWnpycoKCgjI2PevHlfffUVSZIAEhISNDU11Wq1QqHgcrkApFIpg8Hg8XjJFFBGjx4dFxe3fv36lpaWH374obe3F4Crq6uPjw+DwcAbNDQ0SJJUKpWgSKVSBoPB4/HwbiRJZmVlffHFF66urmfOnJk6dSoo/f39X3zxxeHDh1knTpwAsH//frFYrK+vHxwcPH369E8++QQAQRA2NjaFhYUaGhq7d+8GhSAIDQ0NbW3tly9fTpkyBUB7e3tnZ6dYLL548aJSqfzggw9A4XA4DAaDw+GsWrWKJElQjIyMxowZ8/TpU1CUSmV9ff2UKVMkEsmzZ89CQkKWLVsGoKKiQq1WW1pa4j9UWVmZmpr6008/WVhYADA1NTU0NGxqasIQo0aNUigUjY2NIpEIQH19PZvNNjQ0tLKyysnJ6e3t1dbWBvD8+XMzMzOBQIBBTCbT0tLy6dOnoKjV6traWm9vb11dXQMDg+fPn8+YMQNAV1dXc3OzpaUl3h+lUrly5cqurq7i4mI7OzsMmjBhwvnz5/v7+zU1NQE8e/bM3NxcQ0Pj/v37o0aNysjIACCTyXbu3BkfH19RUZGWlnb06FGxWAzA1NTU0NCwqanpgw8+OHLkCCgCgaChoSEvL6+vr09LSwtATU2Nubk5i8UqKCjQ09Nzc3MDhc/nEwRhYWFx6NAhUFgsFt7Bysrq2LFjvb292traAJ4/f25qaioQCPAOhoaGPB6vrq7O2toaQHNzs1QqHT16tLa2dmdnZ2trq1gsBlBbW6utrS0UCjHE+PHjq6urMaimpsbS0lJDQ8PCwqK6uhoUqVT66tWr4OBgDGFiYkKSZENDw6hRowC8evWKwWAYGRmNGzeuqampu7tbKBQCeP78uZGRkba2Nt6f27dvL1q0KDExMTk5WVNTExSBQGBubl5dXQ2KRCJ59eqVlZVVZ2dnfX39Rx99tHr1agCXLl3i8/lmZmaJiYkymezgwYOg2NjY9PT0yOXyTz75BINEIpG5uXl1dTUoEonk1atXERER169f7+7u9vf353A4AFiD5syZ8+GHH4JiYGCAt+Hz+WKx+OnTp6AMDAw0NDQEBwfjf8DAwEBTU7O2ttbR0RFAa2trb2+vqakpk8ns6+trbm7W0tICUFdXp6GhYWBggCGsrKxu3bpFkiRBEACePXs2duxYPp8/ZsyYP/74AxSFQlFfX+/h4YH3asuWLRcuXDh+/LiXlxcGicXirq6u1tZWCwsLAHV1dVpaWvr6+g8ePODxeLt27QJl/vz59vb2zc3NERERX331lYeHBwBtbW2xWNzU1GRlZXX48GFQ2Gx2dXX169evW1tbBQIBgLq6OoFAIBQKCwoK2Gx2QEAAKHw+nyAIfX39vXv3gkIQBIPBwNuYm5v39vY2NzdraWkBqKur09DQMDAwwLulp6fv2LFj9+7dwcHBBEGAQpLk+vXr7927d/bsWRaA1tbWo0ePhoaGcjicCRMmlJaWJiYm6urq9vX1Xbp0ycHBQYOCIby8vE6dOjV37lw2m11QUKCvr+/g4HD9+vWlS5cWFRU5OTmRJFlUVKSvrz9hwgSRSIQhZs2alZ6e3tzcbGxsfOvWrerq6hkzZpAkGRMTEx8fn5qaKpfLDx065Orqamlpif+QWCxuaGgoLS2Nj48nCKKqqqq2ttbR0RHAnTt3ALi4uFhZWY0dO/bcuXOOjo4kSZ46dWratGmmpqbTpk0bGBi4fPlycHBwX1/fuXPn/P392Wx2e3v78+fPNTQ07OzsgoKC/v73v9fX15uZmVVVVT18+PDzzz/X0NDw8fE5c+ZMVFQUj8e7cOECl8t1dnbG+3Pt2rXLly+Xl5cLhcK2tjZQtLS0XF1du7u7r169GhQU9Pr16/z8/KCgICaTeeTIkUePHp06dUogEBQUFLx69crPz09bW7uhoaGkpCQ+Pp4giKqqqrq6OkdHR6FQiCGmT5/e29t75cqVOXPm9PT0/PLLLwEBAZqamgcPHhQIBM7Ozlwut6Ojo7i42NvbW4OCf2XatGkSieTy5cvBwcG9vb3nz58PCAhgs9l4BxMTE1dX19OnT/v5+TEYjHPnzonFYhsbG6lUqq+vX1RUtHz5coVCkZeX5+3traurOzAw8PDhQxaLNXny5MDAwOPHjz98+NDe3r6mpub69evbt29nMBgBAQFnzpxJSUnR19f/9ddfW1paPDw8AFRUVJAkOXnyZEtLSzs7u7Nnz06dOpUkydOnTzs6Oo4ZM4bH4xEEUVJSEhkZKZFIzpw54+fnx+Px8P7s378/ICAgPj5eQgFFJBL5+/sXFBQkJibq6OiUl5f39PS4uroqlcq5c+d+9tlnsbGxEokkOzs7ICDA0NDQxcVlx44dtbW1YrFYoVAUFhaOHTtWJBJxuVwMERAQUFhYmJSUpKure/Xq1c7OTnd3d7lcHhoaeujQoQ8++ABAeXl5a2uri4uLiYkJ/hUGgxEYGHjmzJmUlBR9ff1ff/21tbXVw8MD/z3379+XyWQ2NjYGBgYeHh6nTp2aPXs2k8n85ZdfjIyM7O3tARgbG+fn56empqpUqry8PA8PD0NDQ7lc/ttv0+s2JwAACs5JREFUvzGZTGdnZz8/v4yMjLt37zo7O9fV1ZWXl3/66acAAgMDDx061NraamhoePPmzRcvXnh7e+P9qamp+emnn44dO2ZjY9PW1gYKh8NxcHAQCoWFhYWJiYkKhSIvL8/b21tfXz8vL2/Xrl0lJSWjRo26ffv2tWvXjh07ZmBgQJJkUVGRq6srk8l8/vz53bt3k5OTNSkYxOPxRCJRQUFBcnKyUqnMy8vz9PQUCoVXr169c+eOi4uLvr6+VCo9d+7clClThEIh/g22trbGxsYFBQWrV69WqVR5eXkeHh4ikQjv0NPTs3v37s8++8zd3b29vR2DmpqacnNzCwoKLCwsWBEREX/88YeFhcWSJUsALF26NDIycubMmePGjXvx4oVSqTx48CDesGbNmgULFoSGhurq6l65cuXrr7/W19cPDAycOXNmaGiom5tbd3f3gwcPvv76a5FIhOGio6Pz8/NDQ0OtrKyuXbu2bNmyKVOmAFi7du3GjRvLysp6enq6u7sPHz5MEAT+QyKRKC0tbfPmzbm5uTwer6qqKiwszM/PD8CPP/5YUlLy4MEDHo+3efPm5cuXP3nyRCqVPnz48PDhwwwGY+zYsampqSkpKWfOnKmvr1epVCtWrADQ3t7u6+ublZVlZ2c3b968c+fOhYWF2dra3rhxY9GiRR4eHgBWrVoVGRkZEhIiEonKy8u3bNliYmKC9+f+/fuvX7/29vbGEEVFRZMnT05OTl6xYsWMGTNevnzJ5XKXLl0KYMmSJZGRkbNmzRKJRFVVVVu2bBk7diyAtLS0zZs35+bm8ni8qqqqsLAwX19fDDd+/PhVq1atXLkyLy+vtraWwWAsW7YMwNq1a2NiYmbNmiUWi+/fvy8UClNSUvBuBEFg0NixY1NTU1NSUs6cOVNfX69SqVasWIF3Iwji448/Xrhw4bx58zgczrVr1/bu3atB2bRp08aNG2/cuNHR0VFXV3fixAkAfX19c+bMSU1NnTx5sp+f35w5cxYsWDBlypR79+55enp++OGHAOLj4y9evBgSEjJmzJgrV66kpKTY2toC+Pnnn/Py8h49eiQQCDZt2rR48eLnz5+rVKqqqqqDBw+yWCwzM7N1lKKiosbGxtevXycnJ+P9kcvl9+7da2pq+uWXXzDI1ta2rKxs6dKlpaWlc+fONTc3Ly8vT01NtbKyArB69er169efOXOmpaWFJMmffvoJQGho6MmTJwMDA+3t7VtaWl69erVnzx4ul4vhFi9eXFJSMnfuXAsLi/Ly8lWrVllbWwOIj49PSEjw8vJSqVS3b9/esGGDvb09/j3x8fEXL14MCQkZM2bMlStXUlJSbG1t8d9z7dq1Tz/99MGDB1paWuvXr4+Ojg4LC9PU1Pz111937typra0NYPPmzWlpaVVVVT09Pc+ePcvJyQEgkUhCQ0Pj4uKcnZ29vLwiIyNjYmKmT5/+8OHDyZMnh4eHA4iNjS0sLAwJCRk/fvyvv/66YsWKyZMn4/2prq7u6OiIiIjAEHv27Jk3b97mzZs3bNhw69atzs7O2tra48ePAwgLC8vNzZ09e/a4ceMqKiri4uK8vLwArFu3Likp6caNGwYGBr/99pudnV1MTAyG09HR2bx587p16+7cudPd3f38+fNjx44BWL58eVlZ2axZsyZOnPjs2bP+/v7Dhw/j36Otrb158+a0tLSqqqrXr18/e/YsJycH79bQ0FBfX7+WgkEpKSljx47t6emZM2cOAJaHh0dMTIyfn5+GhgaA8ePHFxcXX716tbGxcf78+R4eHoaGhniDvb19cXFxeXn5wMDAmjVrnJycAHA4nIMHD5aWlj569EhbW/ubb76xtrbGG3R1dU+ePFlSUtLQ0LBo0aIZM2aAsmjRookTJ965c0dPT2/mzJnGxsYYQigUHjp0iMfj4Q1btmxhMBgYlJyc7Obmdv/+fYVCsW7dOldXVwaDAWAehc1mA5g9e3ZxcfGtW7cYDMY333xjaWkJypo1a1xdXe/fvx8UFOTn5ycUCgHo6OicP39eIBAAEAgEx44du3TpUm1tbXR0tI+PD0EQAMaPH19YWFhWVtbX15eSkuLi4oL3avr06SUlJRjO0NAQwMaNGz09PR88eDB79mw/Pz89PT0A1tbWBQUFZWVlMplsy5YtkyZNAiU5OdnNze3+/fsKhWLdunWurq4MBgNvWL9+vZub24MHDz744AN/f389PT0Arq6uJSUlly9fbmlpCQ4O9vf3FwgEeAexWHzq1Ck+n49Ba9ascXV1vX//flBQkL+/v76+PoaIj48nCAJDTJs27cKFC1euXFGpVJs2bbKzswMlJiZm4sSJVVVVfD7fx8dn9OjRADQ0NH7++Wc2mw2AyWTu27evtLT06dOnYWFh/v7+XC4XgKGh4enTp0tKSlpaWhISEjw9PUGZM2fO7NmzORwOAD8/v+Li4hs3bhAE8eWXX44fPx6UlStXuri4/Pbbbzo6Or6+viKRCO8Pg8HYt28f3sbExOTs2bMlJSXt7e1Lly51d3cHZdWqVS4uLvfu3TM0NPT19RUKhQD09PROnTpVXl7+4sULAwMDV1dXCwsLvMHY2PjMmTMlJSVtbW2LFy/28PAA5csvvwwMDLx37x6TydywYcOUKVPwbuvXr8cQhoaGp0+fLikpaWlpSUhI8PT0xBCampo5OTk6Ojp4w4IFC/AGgiB27NjBZrMxaPLkyadOnRIIBAAmTZpUXFxcXl4ul8s3bNjg4OAAyrx586ysrCoqKjgczowZM8zNzQHweLyffvqJyWQCYDAYu3btunz58u+//x4SEuLv78/n8wHo6enl5uaWlJQ0NjbGxcV5e3vjvRo1alRpaSmG09bWBhAVFWVjY1NZWcnj8Xx8fExNTQEIhcLc3NyLFy+2t7enpKR4eHiAEhwcPGHChNu3b/f19S1btszT05PL5eIN8+fPt7a2rqys5HK5M2bMMDMzAzBmzJiCgoKSkpLa2trAwEA/Pz+RSIR30NPTO3/+vFAoxKB58+ZZWVlVVFRwOJwZM2aYm5tjCDc3t2nTphEEAYqWltaFCxcwHIPB4HK5paWloLBSUlIwnKGhYXh4OP4VU1PTmJgYDMflcj+g4J/S0tIKCQnBG6ZQ8DaOFLyNm5sbhnOmYDgfHx8MYUvBG9woGMKEgkEaGhrBwcF4g7GxcVRUFP4cpk2bhnfzoGA4U1PT2NhYvMGZgn/Fg4LhxlDwb7CiYDg3Ct5m9uzZeMMYCt4wmYIhNDU1fXx8MIjNZs+iYDhdXd3w8HAMN2PGDAxhTcEbplHwJ8Bisdzd3fEO+vr6EREReIM7BcMJBII5c+bgX9HT05s3bx6GIwhiBgX/Bjc3Nwynq6sbHh6OtzE2Np4zZw7exs3NDW/j5uaGIVxdXTGEubl5bGws3uBIwRA8Hs/HxweDWCyWPwXDaWtrh4aG4s/BwcEB7zaJguF0dXUjIiLwBmsK/hUnCoYzNDSMiorCv8GAguEcKXiboKAgDGFGwT/FAo1Go9FoIxgLNBqNRqONYCzQaDQajTaCsUCj0Wg02gjGAo1Go9FoIxgLNBqNRqONYCzQaDQajTaCsUCj0Wg02gjGAo1Go9FoIxgLNBqNRqONYCzQaDQajTaCsUCj0Wg02gjGAo1Go9FoIxgLNBqNRqONYCzQaDQajTaCsUCj0Wg02gj2/wA/zBGTQDF3AwAAAABJRU5ErkJggg=="/>
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