{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# SWAN declarative example\n", "\n", "In this notebook we will run SWAN entirely from a model runtime and config entirely\n", "declared in a yaml file. We only plot some model settings to visualise before creating\n", "the model workspace" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "%load_ext autoreload\n", "%autoreload 2\n", "\n", "from pathlib import Path\n", "import yaml\n", "\n", "import warnings\n", "warnings.filterwarnings('ignore')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Instantiate model\n", "\n", "Use a fully-defined config from yaml to instantiate ModelRun with the runtime parameters\n", "and the config definition" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "# Uncoment below to view the contents of the yaml file\n", "\n", "# !cat example_declarative.yml" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "ModelRun(run_id='run1', period=TimeRange(start=datetime.datetime(2023, 1, 1, 0, 0), end=datetime.datetime(2023, 1, 2, 0, 0), duration=datetime.timedelta(days=1), interval=datetime.timedelta(seconds=3600), include_end=True), output_dir='example_declarative', config=SwanConfigComponents(model_type='swanconfig', template='/source/csiro/rompy/rompy/templates/swancomp', checkout='main', cgrid=REGULAR(model_type='regular', spectrum=SPECTRUM(model_type='spectrum', mdc=36, flow=0.04, fhigh=1.0, msc=None, dir1=None, dir2=None), grid=GRIDREGULAR(model_type='gridregular', xp=110.0, yp=-35.2, alp=4.0, xlen=7.5, ylen=12.5, mx=14, my=24, suffix='c')), startup=STARTUP(model_type='startup', project=PROJECT(model_type='project', name='Test declarative', nr='run1', title1='Declarative definition of a Swan config with rompy', title2=None, title3=None), set=SET(model_type='set', level=0.0, nor=None, depmin=0.05, maxmes=None, maxerr=None, grav=None, rho=None, cdcap=None, inrhog=None, hsrerr=None, direction_convention='nautical', pwtail=None, froudmax=None, icewind=None), mode=MODE(model_type='mode', kind='nonstationary', dim='twodimensional'), coordinates=COORDINATES(model_type='coordinates', kind=SPHERICAL(model_type='spherical', projection='ccm'), reapeating=False)), inpgrid=DataInterface(model_type='data_interface', bottom=SwanDataGrid(model_type='data_grid', id='data', source=SourceIntake(model_type='intake', dataset_id='gebco', catalog_uri='../../tests/data/catalog.yaml', kwargs={}), filter=Filter(sort={}, subset={}, crop={}, timenorm={}, rename={}, derived={}), variables=['elevation'], coords=DatasetCoords(t='time', x='lon', y='lat', z='depth'), crop_data=True, buffer=1.0, z1='elevation', z2=None, var=, fac=-1.0), input=[SwanDataGrid(model_type='data_grid', id='data', source=SourceIntake(model_type='intake', dataset_id='era5', catalog_uri='../../tests/data/catalog.yaml', kwargs={}), filter=Filter(sort={'coords': ['latitude']}, subset={}, crop={}, timenorm={}, rename={}, derived={}), variables=['u10', 'v10'], coords=DatasetCoords(t='time', x='longitude', y='latitude', z='depth'), crop_data=True, buffer=2.0, z1='u10', z2='v10', var=, fac=1.0)]), boundary=None, initial=INITIAL(model_type='initial', kind=DEFAULT(model_type='default')), physics=PHYSICS(model_type='physics', gen=GEN3(model_type='gen3', source_terms=WESTHUYSEN(model_type='westhuysen', wind_drag='wu', agrow=False, a=None, cds2=None, br=None)), sswell=None, negatinp=None, wcapping=None, quadrupl=QUADRUPL(model_type='quadrupl', iquad=2, lambd=None, cnl4=None, csh1=None, csh2=None, csh3=None), breaking=BREAKING_CONSTANT(model_type='constant', alpha=None, gamma=0.73), friction=FRICTION_MADSEN(model_type='madsen', kn=0.05), triad=TRIAD(model_type='triad', itriad=None, trfac=None, cutfr=None, a=None, b=None, ucrit=None, urslim=None), vegetation=None, mud=None, sice=None, turbulence=None, bragg=None, limiter=None, obstacle=None, setup=None, diffraction=None, surfbeat=None, scat=None, deactivate=None), prop=PROP(model_type='prop', scheme=BSBT(model_type='bsbt')), numeric=NUMERIC(model_type='numeric', stop=STOPC(model_type='stopc', dabs=0.05, drel=0.05, curvat=0.05, npnts=95.0, mode=NONSTAT(model_type='nonstat', mxitns=3), limiter=None), dirimpl=None, sigimpl=None, ctheta=None, csigma=None, setup=None), output=OUTPUT(model_type='output', frame=None, group=None, curve=None, ray=None, isoline=None, points=POINTS(model_type='points', sname='pts', xp=[114.0, 112.5, 115.0], yp=[-34.0, -26.0, -30.0]), ngrid=None, quantity=QUANTITIES(model_type='quantities', quantities=[QUANTITY(model_type='quantity', output=[, , , , ], short=None, long=None, lexp=None, hexp=None, excv=-9.0, power=None, ref=None, fswell=None, noswll=None, fmin=None, fmax=None, coord=None), QUANTITY(model_type='quantity', output=[], short=None, long=None, lexp=None, hexp=None, excv=None, power=None, ref=None, fswell=0.125, noswll=None, fmin=None, fmax=None, coord=None)]), output_options=None, block=BLOCK(model_type='block', sname='COMPGRID', fname='swangrid.nc', times=TimeRangeOpen(model_type='open', tbeg=datetime.datetime(1970, 1, 1, 0, 0), delt=datetime.timedelta(seconds=3600), tfmt=1, dfmt='hr', suffix='blk'), header=None, idla=None, output=[, , , , ], unit=None), table=TABLE(model_type='table', sname='pts', fname='swantable.txt', times=TimeRangeOpen(model_type='open', tbeg=datetime.datetime(1970, 1, 1, 0, 0), delt=datetime.timedelta(seconds=3600), tfmt=1, dfmt='hr', suffix='tbl'), format='header', output=[, , , , , ]), specout=SPECOUT(model_type='specout', sname='pts', fname='swanspec.nc', times=TimeRangeOpen(model_type='open', tbeg=datetime.datetime(1970, 1, 1, 0, 0), delt=datetime.timedelta(seconds=3600), tfmt=1, dfmt='hr', suffix='spc'), dim=SPEC2D(model_type='spec2d'), freq=ABS(model_type='abs')), nestout=None, test=None), lockup=LOCKUP(model_type='lockup', compute=COMPUTE_NONSTAT(model_type='nonstat', times=NONSTATIONARY(model_type='nonstationary', tbeg=datetime.datetime(1970, 1, 1, 0, 0), delt=datetime.timedelta(seconds=3600), tfmt=1, dfmt='hr', suffix='c', tend=datetime.datetime(1970, 1, 2, 0, 0)), hotfile=HOTFILE(model_type='hotfile', fname=PosixPath('hotfile.txt'), format='free'), hottimes=[-1], suffix='_%Y%m%dT%H%M%S', initstat=True))))" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from rompy.model import ModelRun\n", "\n", "conf = yaml.load(open(\"example_declarative.yml\"), Loader=yaml.Loader)\n", "run = ModelRun(**conf)\n", "run" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### QC config\n", "\n", "Plot model grid and data to QC before generating the workspace" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Model grid\n", "\n", "fig, ax = run.config.grid.plot(fscale=6)" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": 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RdK1u3zxb7iunn9Jly11RYmza8hTDRwzgtdfmU1vbwKJFXzFt2jj+/Oe/s2TJDsaM+C6BQOqzOrLc9+z/J6HwRgAuuuhcfvnLmzq1OnNlubtcHpYv38S0aeNwOGwlY7k3yT1jxjQGDaosKct93LjT8Xg8XfJYdpVq03CckcOMsU7pVf0DV6Seg6HdePxuDIaed0lUyS/dstwVRWHKlCls2LCBhQsXtqnY9+/fz7hx49BoNGzdurVXih3gjDPOAMDn63xu2O6rb7Plq6QoaUXeFpZA+wEi+mgQfbTtEq0iYAk0IsZi6DxODM5Ma0P2udsdV4qGkZzhdre3HitjXL8X/EceRI2twiaiUahr/9i0kgeIxaCxMXUMpF4O2qtaF49njWtr8dwx+5ztfqQ+EkQfaecaKkr6BaEtTP7s/43HduTFR5dEGdB+DnNH23DE28+R13d8bDDQfp3taFRKX063Zxd79m7jf//v4SOpoRpkWYvDYWPF8jUE/f3Sih0gFGz/69ivbDorVn/MSSedwD333JZRE16SpLQSaguHo30FYTTq252TFkUxPW6T3C0/x2Zrvy69Xi+j17cvU5Mybgur1QSY2twmy3KH51pebm+1vxZZTl1Xs9mI2dx2dHjn17D9Yk9dvYZtYbdnX0OvN/dxMG63m9rQPoaaRve6sJFd7kdd+AAjysdxMLi728c/+eST/OEPf6C2tpbJkyfzxBNPcNJJJ/VKJpVsuhVQN2nSJNatW8cjjzxCVVUVa9euZe3atTQ2pnpB79+/n7FjxxKPx3n99dc5ePBgep9oNNrJ6HDWWWdx0kkn8dhjj/HJJ5/wj3/8gzFjxgDw/e9/vwenp6JSOPz+fWi1MmPGZE51hMMRtm3fidHY9Zx0jZiKsP/ud7+hNntR6TZjBkzAoDFh0dp7PVaqsE0Nh8P7qW9pLHSBV155hXnz5nHPPfewcuVKJk+ezKxZs9Lp1Cq5o1uW+4YNqTm0W265JWP9ddddx/z58/nXv/5FIJCal5o5c2bGPp9++mnaCm+PSy65hEceeYSf/exnJBIJRFGkrKyMJ598kgsvvLA7oqqoFBynawVnn306spw5rfD5518Si0Upd3S9pOfh+i/QyTKXXHJBrsVUOcrZs2cP9eFDjLJOzFlvdovWhlmyMn7w5HQL4a7wyCOP8IMf/IBrr70WgKeeeoq3336bZ555hl/+8pc5kU0lRbeUe2fT87fcckuW4u8O8+bNY968eT0+vhBolARSMICQxwjXvJCIk/QHoNTkBjRKHMWcAKnb4SJ9RjBYi9uzi7lzb02vE0UNRqOe5cvXYTSWYTB0LXBq/4EP2b33P8w48zTM5rbd1fmkSW5RzH90dCQSwe324nKl5vpdLg9ud9PvboYNG8y3v315l/rP96Xcxczxo0/ELpdjlMyd79wNBhqHscWzhg0bNjB48OCMbTqdDp0uM94oGo2yYsUKfvWrX6XXiaLIueee225gtkrPUWvL9xKr30n1+/8qtBjdx+kk8cbrhZaiR5h9TkJXdM8d2NfU1i3DarWm09UAysttzJ49HZ+vkWCwEZ9/DxZz5+U/3d5tmM0mnnn2sTxK3D5NcneVZDJJIBA8ophTS7OydqfXZyrw1NI6MK0tdDod3/jGJTmX+2glEPcx2DQi5+PqNUYMkom7776b11/PfJbcc889/OY3v8lY19DQQCKRoKoqM1i4qqqKzZs351y+Yx1Vuauo5JhkUqGh8UuuvPJrWdYLwJw5s3nkkafYted1Jh13axsjNOP2bMPZuIbf/ObnlJW1H4SWDxRFwev1ZSjhpt89nsy/My1sT1YEeC5Zv35zl5S7SorBNYOgLjfu+NYICFxyySU8++yzGevbuu9V+hZVufcSj6WCvV87h8ol76FvLG5rMoOKCjTnnkfig/czI+hLAK+tAuP/VRE+rxGlqvg6frk8WwiFXHz725dlrK+vd/HZZys544wT+MUvfsr119+Kx7sDm7V9q+rAoQ8YP34sN954fY/licVirVzd7izLuWldan2zNZ1MJqmsrOT888/nvffey0vgkyxrKbPbsNtt2G1WHHYrDrsNh92K/cjPQCDEPfc/BoDb3bUuhi2vd0fR+ccCoigjavJRqU9Aq9V2KWWvX79+aDQaDh/OzI45fPgw/fv3z4Nsxzaqcu8liiCgaCSSQok17hBEBEmTrlZXSiQREeICxdrvta5uGTU1w5g2bUqrLckjhVuSaffz6nUPM3rk1QyoOj1rnHg8iNuzhRtuvAlBEAgGQ1lu7baVdqb72+8PZI3dHZo6PHYWjGU2GbE3KWZbpnLOVNq25v3sVgx6fadjH6ytSyt3l8vdRcmbr/exjiBqETS5t6aFbjw/ZFlm6tSpfPjhh1x22WVAyjv04YcfcsMNN+RctmMdVbmrqOSQULgBp2s1P/jRDW0qrGQyic8X5IsvmquWHar9lKQSJxYPEo8HjvwM4g/sI5GI8uSTz/LAA48TiXSeTtpbBEHAZrWkFa/DbqN//yoGVFXwvblzsFtMbSjtlMUty+3n//cWe4ucepera5a7SvExb948vve97zFt2rR02nMgEEhHz6vkDlW5q6j0gGQykVLCsQDxRJBYLEgo3MC+A//FaNSzf/9BfvjD2zLmokVR4vTTz+Cuu+7NcE36/Hvw+fe0+1n19Q3tbmsPrVY6YkFnK+KWyrnJknYc2Wa1mrPax9Y7PSxeto4Zp0ykorz9Yi75xKDXo9PJRCJRVbn3BE1+LPfuev6+9a1vUV9fz913301tbS1Tpkxh4cKFWUF2Kr1HVe4qxzTxcIJwY6TFEk3/HnEd+d3VvM674b/E4gESifarC0aj8NxzL2et78kDTJa19Csvy5iHdthsnbq7TUZDznKaiwFBEHDYrNTWNXTDLa9SjNxwww2qG74PUJV7L7H4G6n6bGG6rnzJ0Ogk/u570FhicgMmn5PQLCdKeSqYLplMEvXFmpVxCwWd8bsr9XekhbKOh/qmbazNasFk0LFz+2YmjB3BqJrBfLZsOdUVp2IyVKKVjMTjIbyB/fQvP55QxMmmPa+z5P1XGVHTebpcXmW3mZhxykRstr7PsW+J3W6jtq6hywF1NpuVGTOmYrPlrj57qZKvOfesJgsqRYOq3HuJpMQ7rANftLRRK77QJJJJ/Ap4EuBNL0l8Ssu/wZuIsPOKf6eVd8QVQYnnP2hK0AhoBRNayZi5aAwgCOyp/YSfXH8VZ00/JWPO2ma1ZLXHfOX1t/ls2XKGDzoXgLU7nsHtOwCAP7Ifk24QQwcPLrhiB5AlqWDu+JY47CklHQyGiEQinaZbyXLH9eKPJQRRzo9y714Fc5U+RFXuvSSot1B34iTsG1chB7K7ShUtFgvilONRVq+CLjTl6Q5RpVkhe1ooaW8rJe1Tkq3+7tr4VquV4+XxrDq0ipC3ffd4e0h6DXqHjMEho3foUr/bU7+n1skYHDr09tTvTX/LFok1s7IbXCSTSVZuexqL2czNP76WyorsVrMAXn+QjVv3MH70UJyNLjSiRDBcz66D72MyJ/jTww9jt1m59Mof4fXX8qNLruz2ueWDlnJb22m80hc47M0vGG63l6qq7G6CLfF6A2zcuIPx40ccaUajonLscFQp9/G3TsBq7NtSk4dCFj5dMgztns0YIn2v3MdYe5YPFinX4xwxlPL9m9AJ2W7OZDJJBAgo4E9CoGlRUj/9STgwphKXJ47Lm7kEw/nNUTMYDNTU1LBt1z6ish2t0YFksqM12ZFMDrQmR8bv0pG/tSYHktGORu64TWUMiMXB2wC0imVLHPhBxt/JpMIB/w7qPZt5cf4j7Sp2gEgkxv5DTkYMHciVV1zMi/98i+Wbn0Kj0fCPJx7jvLNTvRc+e++feDw+TjlxSg+uTu5pKTe5rWDaLVoqd5fL3alyj0Qi7N9/mBEjqmmvy9yxQjGkwqn0LUeVclfJRkkmCSVbKOgjyjoWTeJQ4ItQkgZ/MmN7k/LudDb6370vaCKKYDdLOKwSDosGh6Xp99RitxxZf2RdmUVCkRy8uOdUpp70KwJyxw/4fLPds5aD/h1c/a3LuPC8s7p8nMNu4+O3X2T9xq2UlzsYUj0wvW18qy5yKima3PKgpsOpqHSGqtxLhNiR+Wj/EeXsV1Ju7LpotnXtV5p/DybbLuFRZYYLFVgag8M5SJ+WtUJaIbenqNO/WyXs5pTCtho1iGL3gnLqfNqiCeQJJTxMnTKBJ/5wT7eP1Wq1HD/5uDxIdXRiz7DcVeXeLfKWClcc30OVbFTl3ockk0miSfAlU4q5SUGnfybbXxfqoyJbesAkgllILaYji1nIXn/RoxNxWFNK3KATj6rUq65i01ayc9e+QotxTOBoEfXudrsLJ0gJknLLy53v2G1Ut3yxoir3HqAoSbyhBK5AggPeBIHd21nhDuALJDOV8xHF7G+hrPuiEroAGFso4fRPsfl3azKIde92fiQEMVub10vd0M8TRhQmuMqgjeLSDyUm5qNWdvfQaQx43F727D3A0CGDOtxXr9MyZFAlel3+Krnlg2KR227rnlter9czZEh/9PrC3ycqKn2NqtxbEY0rvLLExY7DERr9cVz+BI3+OI3+BI2BeHqd0geWtAawiGA5opjb+l1UspW4UYBOPd0xH6z6rPmDSgiLPsI+64mFFgMAm64fSjLJxi3bO1XuFrORk6aM7iPJckexyN06oK4zLBYjJ500MY8SlQ6CKOXHcj8GvXWlgqrcW3Hnywd5+D9dz//WarVUVFRQX1/fbptLnZBSxBbxiGJu8bv5yO9tKW690Pl3xx3pztk1o0haIuUV6Jz1iPHi66zWEdG4iCVyiIC2HEXMh6ux63gjqSJATz3zEqNGDGPk8Pbz0qPROE63j3K7BVkuna9escjd3YC6aDSK0+mhvNyGLBf2Pik0gqhFENVo+WOJ0nnC9BFbDrafN20ziJSZJcpMGspMqZ8VVZUYKk7D9/EC9A2H21TgchG+3EZtZTSccT4VHy9AX2JFeNwhEzWez9lhn1HwaHmrrpxB5hGs+Gojsy6/hnf+9XfGjBre5r4eX4DPv9pQ0BrtPaFY5HZ0M6DO4/Hz+eermTFjqlrMRuWYQ1XurSgzN1+SF//fUKYNM1Jm1mAzaJA02Vr6UMTKP1bAiQYwFa6+h0qBMEhmRtqnEEtEWOf6jEu//SPWLn0nrx3SjlXsLSx3j0eNlu8WeQuoK0LLRQVQQx2zcJibJ6CHlGsZ1V9HuVlqU7GrqDSh1egYaTmew/UNrFm/qdDiHJVYLeZ0GV81FU5FpWNU5d6KMlOz5d7o75umIipHB2bZjlaj5aPFSwstylGJIAjpvu5qZ7jukQqo0+Z86W7LV5W+Q/3PtKKsheXeGOhcuYtCEk0siqDkt+RqrhFQEGNRBEpLbgBBSJIQtSSLzCUoCiL99IP5y/wXaXA2Zu8ggCRpSs+TWURyN827d81yF1JyF4PgBaYpWj7XixotX7yoyr0VLefcGwPxTvevkn2MXvASRld9PsXKOTpnPYPeegmds7TkBqgw+9nQ71KCcr9Ci5LFMOs4PD4fCz/4JGtbRZmNy2adSkVZ6QTTQXHJ3RQx7/F4SSQ6fvmuqHBw2WXnUFHh6AvRVFSKCjWgrhUZyl11y6t0E1mjxyAbOXCwtDIQSoWWJWg9Hi9lZari7gopN7qa534soVrureiuW74+amb7ed8kaC9sSlZ3iTgqODj7m0QcpSU3gDNgYlzD2xiizkKL0iYaUSIcyS5A4HR5+e+HX+J0lVBrYIpL7u5UqXM63fz3v5/gdLrzLJWKSvGhWu6taGm5u4Odu+XjSZGYwUhSU1rvSUlRJGEwkhRLS26AhCKiVUKIRRovIAoi4XC2cleUJOFwFKUvyhvmkGKS25Gh3N0d7qsoCuFwBKXE4mHygqgBTT7SM0vv+XGsoCr3VmRY7qpbXqUHiIiE2lDuKr2nu4VsVI4gaBHyUM3xWGwWVSqor12tsBo06brsXXHLq6i0JBDz4ot4GDl8SKFFOSrJLEHrLpwgKipFjmq5t0IUBewmTbpRjIpKV3FHGtjQ+DnDhw3mmquuKLQ4RyUtA+rcbtVy7yqCJpXnnoeR8zCmSi5QLfc2aJp374rl7tAGGbh8MTqPK99i5RSt10XZF4vRektLbgCrIcge60mEJGvnO/chdcG9VFX246O3X8TcRi1iq8XAScePxmoxFEC6nlNMcre03DtT7larmZNOmoDVas63WCoqRYdqubdB07y7O5ggoSTRdNA/VS/GsR3c1Vei5QxNLIppf+nJDaCXEnj0xef2jioRjqsZ0qZiB9DJMkMGVvaxVL2nmOTuzpy7TiczZMiAfItUGuQroE6dcy9aVMu9DZos92QSPMGOrXdvXEftxFOIGkvLOogbzbimnEK8xOQG8EdkBnpXIcf9hRYlA4vWwVcr1xKJRNvc7g+GWLV+B/5gqI8l6x3FJHd3lLvfH2TVqk34/cF8i1X0qOVnjz3U/0wbZNSX78Q1H0jocNWMJWYw5VusnBI3mPCPGEu8xOQGCEZ19AvvQKsUXtm0pFzfn1A4zJcr1rS5PRSKsmPPIUKhtpV/sVJMcncnoC4UCrNjx35CofbbOKuoHK2oyr0NHBmFbNSgOpWuYdLa0IgaNmzaVmhRjlpsVkv6dzUVrhuIGhCl3C9qQF3Roir3NlBL0Kr0BEEQMOmsbNm+s9CiHLVIkoTFkppKUqPlVVTaRw2oa4OWhWxcncy5q6i0RErqqKsvzrK4RwsOuxWfz6/muXeDpjn33A+sWu7Fiqrc2yDTcu/YLa8XY5gO70cTKa15PTEaRl+7HzFaWnIDyFIMr9yfeB4qbvWWcNJPzdDqNrfJWomqCjuytrS+dsUmt8NmY+++g7hcHpLJZLtV0mRZS1VVObKcj/zuEiNPyl2tUFe8FMe3tcjIbPvaseXu0IYY8sXSfIuUc2Sfh4rPPyi0GD3Cbgiz235GocXIIpFMEIz4mTBudJvbbVYT00+a0MdS9Z5ik7spqC6RSODz+bG2mIdvic1mYfr0E/pSNBWVokGdc28Dh6nrneHiikjY4kARNR3uV2woooaotfTkhtQ118fdoBRXsKOSTN0rpnby3OPxOG6vn3i8uOTujGKT29HFKnXxeBy321c0chcUUQMaKfeLGlBXtKjKvQ1aWu6uTqLl62Nmdp19KSFHv3yLlVOijn4cPu9SoiUmN0BjwMToxg8wxYurup4vmpKnpfJpicsT4INPV+PyBPpSrF5TbHLbu1ilzuXy8sEHy3AVQavagpOvaHnVLV+0qMq9DdTOcCo94XBwL8OHDuG0k1VXcD5RO8OpqHTOUTXnvuxcAZO192+S8ZgEP0z9vkebYNm57Y/pdQpoVoJeEjDKff8Wq2yY2qPjpHoLrk8smH82HmPF4B6NcdGC//TouN5iCtcz7sA/ERe8hKaPjbJwYH/WukQywc7gbuqjDfzgmz9FFNV35nySWchGVe5dQRA1CJo8PO5Vy71oOaqUe66QtCJGi0jQp+B1q/N1Ku0TToTZE9qHFx9/fvg3zP3GJYUW6agn03J3F04QFZUiRlXu7WB1SAR9Ubxu1S2v0jb1kQa2h3ZiNOj53e23ctU3Ly20SMcEquXeA5oC6nKOarkXK6pybweLXaJ2bxSvO95hLq213MuUBc/3sXS9x1jhY8zXSy+FDyCgr2D9Z4WVwRv3sS24gzNPO5F/PPs4RkPn7VArym1ccVHxpfB1RrHJbbN1rb58RUUZV1xxXh9IVAI0BdTlGtUtX7Soyr0drI5UUF0iDqGggtFUeiljKvnjcKSOIdUDefMff1ULefQxXU2FU1E5llEjf9rB6mh+7+nINe93m9g8/VKC1rK+ECtnhF1Gdr0/mbCr7ZzsYsYQdTHqBNAXqKFdIpnAlXDznW9f1i3F7nL7eHfxSlxuXx6lyz3FJrfD1jW3vMvl4d13l6iue0AQRQSNJueL6pUvXlTl3g6Zyr39oDoloSFstpPIR93mPKLENUS9RpR46XkkRCWOzpjyNPY1yWSSPaG9xBNxvjnnom4dG08o+PxB4gklT9Llh2KT297Ftq/xeAKfL0A8rsbNqBx7qG75djDbmzWHGlSn0sShSC21kTp+eM23GVI9sNDiHJMY9HoMej2hcFi1yruKGlB3zKEq93bIsNxdajqcSgpXws0ls2fy4L23F1qUYxqH3UqoNozHoyr3LiGK+XF1qfEmRYvqlm+HpoA6UC13lRSxeAhvzMe5Z51eaFGOeexHgupUy11FpW26pdxnzZqFyWRCEAREUWTAgAEsWLCgzX0VRaGiogJBEPjVr36Vse2OO+5AlmVkWebuu+/O2Hb77bdjNpsRBAFBENDr9Rx//PHdPK3e09U5d70pyMCNX6ALlNZDRraEqJi0C9kSKrQo3SYiWTi4E6LBvv3cWvd6kskkZ595ao+Ot5gMTBpfg8XUedpcMVGMcjfluodCYUKhttsWWyxGJk0ajcVSekGjOUcUQaPJ/aK65YuWbin3FStWcOWVV/Lmm2/y8ssvk0gkuPjii6mrq8vad86cOW1GEnu9Xh588EF+97vfce+993L//ffj9/sB+MMf/sBDDz3EjBkzeOedd1i4cCG33nprQbo6WVood18Hlrusj1O5ZzNyifVFl/RxykbVIulLb8ohLulpPAh9eVt4gwfZXvs+c79xCdUD+/doDL1eZnTNIPT64utD3xHFKHdX0uH0ej2jRw9Fr9f3lVgqKkVDt+bcGxoaMv6eOHEi48eP55VXXuHGG29Mr3/llVf4z3/+w6pVq5g8eXLGMV5vqhj4pZemqnndddddeL1ezGYzL730Ena7nbfffju9/6xZs3jggQe6d1Y5oKtu+UhQ5tDIyZTv34Yc7mNTshdEgzLe3ZVYh9UhG6OFFqdbSPEgFUPAVQvxPhJ9d/1SBlf35+Hf/6rzndshGAyza/9haqqrMBpLR+EUo9ytq9QNGFCVtU8wGGbXrv3U1FQXjdwFQ9Tkac4990Oq5IZezbkfPHgQgOrq6vS6hoYGvvvd73L77bczadKkrGOqq6uZPn06Y8eOZezYsZx33nkMHJiKOq6qqsLj8fDGG2/0Rqyc0FW3fCSk5/CoKUQMlr4QK2fEAzqcmwYTD+gKLUq30cUDVA0BuQ+f16IgUl7mwNALKzAQirBp2z4CoUgOJcs/xSh3V6rUBQJBNm3aRSBQOi/d+SJ/ee6qdi9WehwtH4/HmTt3LhaLhcsvvzy9fvr06QwbNoz777+/3WMXLVrE3r17kSQprdgBXnjhBSZMmMCcOXPQaDQMHDiQmTNn8vjjj2O1Wtsdrwl/vRkl3HxKGl0coy1EPC4SasyueGKpTBXlCDRm53vrDane1UajERJleJ3Nn6+R4phsQRQFAm4TcUlL0Fqe3m7y1CMqCkGznYQ2U3nqQj7kcJCorCdiyuz7LSpxTB4nAD5HtiVi8DiRlDhhk5WYnJr/DNWnXiokQxTZHCEelYh6Ws2NikmM5ampj6DTDIpAyGUiERUJuUzIthCSHCfq1xEPZbpeNboYOmsYJSoS9mReQ1O4noC+InWdoi4EJfMlKCJZiEt65HgQbTyzF3hClAnLNlDimKLZfdkDcjmIIvqoG40Sy9gmJVJTIKIExla3hZKA8JGPar0NIOgHFJCNILW6+2OR1CJKoG81TWuyiliPzN3WN3ogmbndZjEhyxI+f5BwJFNenU6L1WwkHo8TjcVxeTKLwVSUp+4Dp8uHomTmklvMBvQ6mUAwTLCVcpW1EjariXhcyRoToNxhQRRFXB5/Vq63yaTHqNcRDEcIBDKnlCRJg8NmRlEUnC4fLo8vQ26HzYIkiXi8AaKxzP+50aDDZNQTjkTx+TPjOURRpNyRul/rndmudJvNhCxJeP1BIq2uoV6nxWI2Eo3G8fgCOGx2qqpS35HDh53p/ZxOd/oaulweotEY0WhKRr8/mDU/L8tabDYL8Xi8zb7vFRVl6bFaX0OLxYherycYDGe9QEiShMNhTV1DpztrXIfDiiRJuN0+YrHMc00kSm+qTKX46LFynzx5Mk6nk6VLm+uT33HHHezYsYO9e/d2evyQIUOy1lVWVlJXV8dHH33E888/z7Jly3j++ed5+eWX2bdvH/369etwzO2fjUdvaFZO1v4uRp25mahfz9aPJ2TtP/WbKdl3fzmKsDfzaV49ZReyXmD06NGMH3UCm5c2bzfZfRx3xlqUuMTutaMIWw3sm3QaUjz1JR2/6FXkcJADE04h0EpJV+5Yx8CtK/FWDWH/hMzALF3Ay7hPUl6LnSedT7JV69BRS95G8jRwcMxUvFWp65f4JPWwtA09TP9pOwk1WDi4dGzGcRpdjJFfWw7AwaVjSUS0JGIaIh4Th1eORDZHsAx00bh5EJ49mfKaBzYy6NQtRHxG9n2SeQ1Hu5awalBqeqWmcTm6uD9j+177FBrMNZT7dzHAvzVjm18uZ2vlmUhKlDEN2YXiVw+8CAWZoa7VmGKZyt9pGASAxQHlAzKPiwRh28rU78OzHUdsW5naZ0BN6viMcQ/BoR1gscPgFpcwHPOiGzCaC2ak2ut+/tXGrAf96Scex4BKB5u272fvgcwYlOoB5Zxywjh8gRAeX4Dla7cja1NfPY1G5PILTgPgi1WbsxT4tMkjGVbdn227D7J918GMbRXlNmacMpFQOMziZeuyzvWyWacgiiIr1m3D7cl8uZowZihjRw5m7/461m/Zk7HNbjNx7hnHoygKi5etIxqLZ8g9a8YJWMxGVm/cmaWkR9YMZMr44dTWN7J8zfaMbUaDjtnnnAjAZ19tINGqKM6MUyZSUW5j49Y97D/kzNg2ZFAlJ00ZjdPt4/OvNqA12rnwwgsBqK1tvj+WLl1LOJy6htFoDI/Hh9PpYdCgSrZt28OOHZkte6uqypk+/QT8/hCLF6/IuoZNtem//HIDPl/mNZw0aTSjRw9l1679bNq0K2Obw2Fl5syTicXibY47e/Z0JEli1arNWcq/uroya/9e0xRQl3NUy71YEZLJZLLz3TKZNGkSGzdu5KOPPuLMM89Mrz/++ONZvXp1m8fYbDbcbne3Bfzkk0+YMWMG1157Lc8880yb+3i9Xmw2G/9aOR2jJTeWu84a4ltTVhD0aBk63MGjL45sHreF5X541wB2/nMQg9cuwehNPZD61HJ/ZRzQM8v98IoRVE3dgW1YQ48s92c/+3PBLPdRa99i90Zo9ZE5t9yTJFm+4+/MPv9M/nDvL4CeW+6HDjtZtHQd0yaNxGFrnsYpBct9+drtabmLwXL/6JNl3HP/owD8+MfXcPPN16euYSvLffnyTcyYMY1BgypLynIfN+50PB5PlzyWnTFy5EjKpv6RssG5T+H84uWv8eRDNzF37tycj63SO7pluSuKwpQpU9iwYQMLFy7MUOwAzz//PDt27MhYN2fOHObMmcPNN9/cIwHPOCPVjcrn67yutbnCj8ma/XYqSUpakbeFqaztOTmLXUPDoSC7doSxlme/TYsiWPt5sDaIWBoPYfRlKimj393uZ8rRcIcR9hbX4Xa36QNe9IHUg0ioqM7YJslxpIr2z7VJyYtSAlOVB1OFF0lOPaBlcwTZ3Pa8qigrGFuN26TYAYKyo/UhaaKSkajUTjqSKGWM05qwbM9ap4+6CfogHmlW5G0RzH5WN8sUhPZi8ZR487HJZJLa2lpGjxia3l5RZmvnSLCYjVjMbW/T63VUVdipKLfjsGXv1KT42sJk1GNqJyhMksT0C0JbtPVZTRj1Ooz6tuMuRDE1riRp2pTbZm2/uL9eJ6PXtR9d35G8VrMR2hFZliUqym30r7Bz+HDqO9KykE15uT39uyRJVFWVp4PpzGYjZnPb96EkSWlF3hYOR/vyGo36dgP2RFHscFy7Pft/7vUWRw1/ldKmW8p90qRJbNiwgccee4yqqirWrl0LpILkysrKmDRpUptBdKNHj856EWiLs846i2AwyNy5cznhhBM4cOBAOg/++9//fndEzQlNQXXhkEIkrKDTZ8cfmmxBRi9d0tei9Rq9I8jQc9YXWoweEZbt7FzTN58lCCJWYyWr127s9VgOm5mZp0/pvVB9TDHK3TIVrr2AuibXuAr5c8urAXVFS7eU+4YNGwC45ZZbMtZfd911zJ8/v9fCXHLJJTzyyCP87Gc/I5FIIIoiZWVlPPnkk+n5tb4kI9fdk2hTuSsKxCUZMR4tqXJ/igJKXEKU4oilJDiAoiBK2S75fGEzDOOjT5b1ehxFUYjF42glCbGELnoxyt2yeYzH07aLRlEUYrE4Wm3xyK2i0ld0S7n3YHq+W8fMmzePefPmdfsz8kVmrnucflXZnd/8LiubzruSEcsWduhKLzbCTgv7PpnA4DPXZ7nbix1T1Mm4U2Dn2o5d77lASSoEIw1oTb1XDk6Xj8XL1qUDx0qFYpS7K5a70+lm8eIVzJgxtUPX+DGBIJCft3jVci9W1MYxHWC1d62nu8rRy/ZDH+D07+C5PzxUaFFUWmA2GZEk6UggXGmVfi4IGjG15BpVtxctqq+qAyxdLGSjcvTiDGzh+u9+k4svnFloUVRaIAhCukqdqtxVVLJRLfcOUDvDqSSTClZr+9HmKoXDbrNS39DYrltepZmkIGTVzVA5ulH/2x1gbRVQp3LsoRGldFEUleKiKajO5/Nn5YqrqBzrqJZ7B3SlvrzZ5mX8oleRSqwrnN7ho+bCFUhyaTWNAQjIDjZ/2TdNY0RBS7CdlqLdxWGzMPvsachy8XRX6wrFKrfD1hxU5/F46devPHO7w8rs2dORZfUxl0qFy8ecuzrpXqyod30HWLrglhclSqobXBOiBLJUeoodAFHqs25woqDNmeUuSSKSVHrdyYpV7tad4Vord0mSkFqXITxWEfMVLa9SrKj/7Q6w2Du33IMeI9tOuYCg2d5HUuWGsNvI3sXHEXa3UzmuiNFHPdRMAl0fiC4KUs66irm9fhYtXYvb6+985yKiWOXOTIfLDqpzu30sWvQVbndppXqqqOQC9bW2A7oSUBePSwQcVVk15IsdJaYh1GBFieWjmUR+0ShRTFbQ9MHdq9M62LRlZ07GisUSOBu9xGKlFb9RrHJnWu7urO2xWAyn063Ox4Pqlj8GUS33DjBZNemKjT41Fe6YxGEaytYdO9mxa0/nO6v0KfYWlrvbnedqRioqJcZRZblP2aDFasrtKTnMEg2eOOE6hSkbsgOKDge07LNKjJtkpiLS91HVP0qe06PjdEmoQsfa5IlEul94EICyDw717MBeote6UQQ/UddeIs5Q5wf0AnsygV6r53d/eJJn/0ctZFNMODKUu7twgpQCopBaco1quBctquXeCQ5r6mXB5VMt92MRUdAwzDSON//7Pk/9/aVCi6PSgtYBdSrtkxQhqRFyvqgUL6py74Qm5e4JJIgnsk1ckzbCGM9mjLHSipiPGcE7Ok6s9OLpiCf01G5zEg30zVxqpWEQ1aYR/Oq3f+Afr77V43GMBh1jRlZjNJRWfEaxyt1ZfXmjUc+YMcPabceqonI0c1S55fOBw9J8idz+OP1smc1jzHKUSe6tfS1Wr1FM4J5QXAFSXSWu6Knf3NCnn1ljGUsiGeOGn/8Wq9XCRbPO7vYYJqOeiWOG5V64PFOsctttzb3Q27LcTSYjEyeO6kuRihchX2551XovVlTLvRPKrM3KvC3XfCgmscNcQ1gsrgIfnSGGwbRTRCyt2jsAiGKUfkNtSHLf3b6CIDDSOpEyycG1P/4FXyxf3e0xwuEoO/YcIhwurfoCxSp3Z6lw4XCYHTv2EQ6X4E2uotJLVOXeCU1ueQCXP9vS9UYNrCw/AZ/WkrWtmNH6oHy1Fm0JpgDLmiCDJ/VHZ+lbN7EgCIw0DscoGrn2x7d3O0LbFwixav0OfIH8BgHmmmKV22Zt/s61FVDn8wVZtWozPl9pTZnlg3zMt6tz7sWNqtw7IUO5q0F1xzyiIDJCPxxng4ubfvFbkskephqo9BqNRpNW8GpAXScIR4Lqcr2o+r1oUZV7J7Scc1eV+9GJO9JAMql0eX+9RkeNfhj/WfgR7y/6LI+SqXRGk2teVe4qKpmoyr0TVOV+dOOJNrK2cRn7A7u6dVyZ1oFFNvP2wkV5kkylKzSlw7ndHhSl6y9oxxpJMU9uedVyL1pU5d4JLd3yjW0od0lQMMf8iN2w/IqBpAbi5iTJ0qs+SzIpEglESMZ7f80PB/cBkEh278VNEAQ0SQ2H6uq7fIwoiphNBsQSa+BRzHI3We6KouDzBTK2iaIGs9mIKJbgTZ5j8uKSz/Pt8Pvf/57TTjsNo9GI3W5vc5+9e/dy0UUXYTQaqays5Oc//znxeOZ3+eOPP+aEE05Ap9MxcuRInnvuuaxxnnzySYYNG4Zer+fkk0/myy+/zMMZ9S3F920tMso6mXMvNwa48OC7lEddfSlWr4mWwcHzo0TLCi1J94nErWz8aDdBT+8rAjZG6wAwS9ZO9swkqsRwxzycO+O0Lh9T7rBwwVlTKXeUVvBlMcttb1HIpnVQXXm5jQsuOJ3ychsqpUc0GuUb3/gGP/7xj9vcnkgkuOiii4hGoyxZsoTnn3+e5557jrvvvju9z65du7jooos4++yzWb16NbfccgvXX3897777bnqfV155hXnz5nHPPfewcuVKJk+ezKxZs6irq8v7OeYTVbl3guqWP7qJJlIvCDZdeSd7ZtLkjTQY1AIphaSzdDiVFKkKdblf8umW/+1vf8utt97KxIkT29z+3nvvsXHjRv7v//6PKVOmcOGFF3Lffffx5JNPEo2m0jafeuopampq+OMf/8i4ceO44YYbuOKKK3j00UfT4zzyyCP84Ac/4Nprr2X8+PE89dRTGI1GnnnmmfydXB+gKvdOyHTLZ6fCHQ5YeG3I5dR3UzkUGl09DHlTRtd1r3LRoNe6mXLRaEzlhl6NE1Oa87a13axToBW1aEWJm35xL3/889+7dEy908NrCz6n3llaSqiY5e6oM1x9fSOvvfYB9fWNfSzVsUUsFsPr9WYskT7os7F06VImTpxIVVVVet2sWbPwer1s2LAhvc+5556bcdysWbNYunQpkPIOrFixImMfURQ599xz0/uUKqpy7wS7uXPLXRFK9DIqpRsNI+Sg2lYo3jxH25OUtgnm8VTpKrn/4f/B5e6a4ksqpZk6V6xy220d15dXUxVTJMUkSh6WJPDWW29hs9kylgceeCDv51RbW5uh2IH037W1tR3u4/V6CYVCNDQ0kEgk2tynaYxSpUS1Ut8hSQI2cyogR3XLH11EEqmiLFpRJvWY6h4GjQGtIJFMJtVI7QLRWX15lRT5dMtfcskleDyejOVXv/pVm3L88pe/RBCEDpfNmzf37cU5SlFry3cBh0XC40/gVpX7UYVGSN3+1cbhiD30vjQmXFw6+1zKyxy5FE2li3RmuavkH61Wi9XatYDU2267jWuuuabDfYYPH96lsfr3758V1X748OH0tqafTeta7mO1WjEYDGg0GjQaTZv7NI1RqqjKvQs4rBK7D0Vo9MVJJpMIarOEkieRTLDelXowOHSVPR7HKBhZs34zsVgMrVbb+QEqOSWzp7uq3NsjKaTc6Dmnm4/CiooKKioqcvLRp556Kr///e+pq6ujsjL1HX7//fexWq2MHz8+vc8777yTcdz777/PqaeeCoAsy0ydOpUPP/yQyy67DEilVX744YfccMMNOZGzUKhu+S7QFDGfUMAXzAyqc+gCnHPoI2yR0nqwRGxQOyNCpASzhMIxM1s+3UPI3fOGIJ5oc5CVQep539sBuv7s2rOPDxd3Hnxjs5k4+7RJ2GymHn9eIShmuTsKqLPZrJx99onYbN1Lc1QpDvbu3cvq1avZu3cviUSC1atXs3r1avx+PwDnn38+48eP5zvf+Q5r1qzh3Xff5c477+SnP/0pOl2q78T/+3//j507d/KLX/yCzZs38z//8z/885//5NZbb01/zrx58/jb3/7G888/z6ZNm/jxj39MIBDg2muvLch55wrVcu8CmfXlE1hNzX/LklJyOe4AyBAtrQD/FkgEe6HYAZLJFi9pvfDEmDUmjFojf3/hn5x39uloNO0XTJEliXJH6SmaYpa7o1Q4WZYoL7f3sUTFSVKTJKnJveXek1iVrnL33Xfz/PPPp/8+/vjjAVi0aBFnnXUWGo2G//73v/z4xz/m1FNPxWQy8b3vfY977703fUxNTQ1vv/02t956K48//jjV1dXMnz+fWbNmpff51re+RX19PXfffTe1tbVMmTKFhQsXZgXZlRqqcu8CLXPdG31xhvZv7kbmCetZWXEKE1zrscX9hRCvR0hesG/U4h4fI16cz+120WoCDJ82kAObG4j4e9aGtGm+XauR0Qg9r2AmCAJD5Go+XLyEU2dewY+uu5LvXTkHScr+anl9QdZv3c2E0cOwWnruLehrilnujubcvV4/69dvZ8KEkVit5r4WrahQBIrCLd8dnnvuuTarybVk6NChWW731px11lmsWrWqw31uuOGGknfDt0Z1y3eBjjrDhRNaDhoHEdX0bfvR3qKJgPGgiCb/6ag5RyPGsA2wIOl6rpSbctz1mt7lygOUyQ7Gm8bi2u/lZ3c8wPQLvk1dvTNrv0g0xsHaRiLRWK8/sy8pZrl1OhmTMfU/bD3nHolEOXiwnkikuPrQq6j0Bapy7wKdlaBVKT12+jYBMNQ0Jifj2bRWRptGMckygZ079/HEX5/v/CCVnGA/4ppXA+o6QEymXfO5XFSKF1W5d4HWbnmV0iaRTKRz3B263ETuNmGWTJRrynj2/17jwKHDnR+g0muagupcLrdatEZF5Qiqcu8CDmtzipNquZc+0URzMF4+0hoH6wehxBR+9uv7cz62SjZN8+6RSJRQqHeBlkcrikbJy5IU1JepYkUNqOsCHbnlDVKUGv8u9InSeqgkDOAfmiDR+ynnPieekHEedBML9WwOWK8xYjeUIZGfvHRJlBioHcC7H32Kx+PDZkt1U9PrtAwbXIleV1r58MUud+t0OOOROXi9Xs+wYQPR69XmPskSDKhT6R2q5d4FMgLq/Jl57lZdhGnOlVjigdaHFTVxMzROjRMvwSDiuGJk75rDRIM986IIgsBE2ymMs03LsWTN2CQryWSS/777UXqdxWxk2qTRWMzFFXHeGcUut8PWdjqcxWJk2rTjsBRZhL+KSl+gKvcu0FHb13Bcw37DACJicVo17SFGwXBQRCzBQGKRKLYqE6LU89tXEMS8VhrUa/SUyw7+9Jfn0/PAkWiUA7VOItHSuujFLre9nSp1kUiUAwfq1Gh5QBGVvCyqU754UZV7F+hIuXsiRpZWnoZXW1rJ4loPVCzToi3BAGNZG2T4SdUYbMWdfthf7s/WHbv4cPESALy+EEtXbMLrCxVYsu5R7HK3V6XO6/WzdOkavN7SqT+RL5JiEkWT+wV1zr1oUZV7F9DrRAy61KVSA+pUuopVsmCVLTzx1AuFFuWopqMqdSoqxyqqcu8iTfPuaiqcSlcRBIH+2io+WfIlK1avL7Q4Ry0d1ZdXSZEUkiRFJfdLoU9MpV1U5d5Fyo645lXLvTRxR5x81bCI1c7PORTc0+Nx4sl4t3Kpy7VlWGQzt/3q90SLsMLb0UBmZzhvASVRUSkejqpUuI+v+RKjmKcgqYbUAz0cTbLwu1+gO/IxQUcF2vP7owTjxMN9r/hvjL7fo+N8cQs7tOM4J74JS9TXozEe1l/fo+N6jSZMIgSCxoQodx7IGE2E2ORdQSweJUQAQSMwyD6x2x/rDtex2r2CGsNQBui71utZEASG6YaybuMm/vz0C5x62mmllz4kpJqwFKvc9nYtdwFZ1lK0gvchTXnpOUe9tEXLUaXc84m5hY/Dp0BTWXOjq56zt/+7MEL1Aku5jymzviy0GD0iknCw/sNDXd4/FA8Qi0d5/98v8NKrb/H6ax91flArEkqcXZ7VAAQSwW4da5HMDDMM4am//y8Txo2gouyUbn9+Iakos3HJecUrc3s93SsqHFxyyVkFkKj4SPVzz71yz2dXOJXeobrlu4ilxZXy5+EFWCWfpB5Aer2OiePH4A27CHezLsEezwbCipeBA6qI0v3Uqiq5kkq5gl/c9SD+QPdeDlQ6pqPOcCoqxyqqcu8i5hbuJ1+Ll9Wgo4L/jrwUp760mqP7nBZWv3sSPqel0KJ0G53GxYSZAzDa5S7tryRTb2NGg56vX3oBNquV3Z51Xf68aCJMbXA71159BaedfALuqIcdwV1ElK631BMEgXGDxnLJpZfyr7fe6/JxxUB9o4e33l9GfWNxKk6T0YBWeyQmpoVbvr7exVtvfUx9vatAkhUPiqigaBI5X9RUuOJFVe5dpD3LPSmKRDU6FKHELmVSIB7RpupSlhiCAJJWQ1dr0GjFVD78mnWbsVrM3Pzj71EX2E0y2TUXzB7PenR6LbfdeB13334jl198PocjdewO7e2W3DqNDrPBzFN/f4n/LPiwW8cWlCREo3GK1QMrCELaNZ9puSePBDEWqeAqKnmkxDRS4Wg9565SOphlO/2Mg7j3wSeIxWJMGD8aJamkO8N1hjdWxzfnzKZfeRmDBw3gmScf5Ne3/Rhvwksimeh8gBboRT2JgMJ3f/QzXntrYU9OR6UNHEdc82rb13bIRxqcqKgBdUWMqty7SEvL3acaAiXHEOtx7N67n2VfrU5bedEuNPtJJpP4Ix6GDh6Usf5bc75GQklwKFzbLTlEQaBGPwybbOWHN93Bki9Wdut4lbZpKkHr9weIFmmZ3EKiHAmoy335WfVhWKyoyr2LmNWAupLGLJchCAJbd+xizKjhVJSXs8+3qdPjBEHAYajimf99FZ+/OQhvyOCB3PyTa9kb3s+24I5u5b4LgsA44xi0osTvH36yR+ejkknLQjZqrruKiqrcu0x7bnmdx8Up+z/DFiktd6DBGmTEiRsxWEsvcjsaN7FrZQOhbhQUiiXCJJNJ9uw9iNlk5I6f/4T6wD7C8c7Pf6R9GgcOHOZ7P/p5xvo7f/5THrrvl9RHGtgV2oMn1rFSCXqDbFuyjaA3iCiIWEUry75axedfrOjWy0FfY7UYOHXqOKyW4u0PnFmC1g2A1Wrm1FMnY7WWYOvDHJPMQzBdKqCu0Gem0h6qcu8ilnai5aV4lIGBg8hKabkCJTmOY4ALSS69insKMp66MEq86y4UrUaPRe/gjf+8S+3hei6/+HyMBj37vZs7PdaotTLMNoVFny5l3YYt6fWiKHL9d7/Jz266ntrIYTb4N3WopJVYAs8hF0osNU8/xFCNXqPna9+4nnMv+Q7Lvlrd5fPpS3SyzKD+5ejkrmUnFIK2LHedTmbQoEp0uuKVW0UlX6jKvYu0Z7lHjRZW9J+GXzL1vVC9IOzXs2v1SMJ+faFF6TaSGGTwBAeyUdPlY0RBZHz5dJwNPuZc/RNMRgO3/OQaDgW2EYp33jWs0jgEs87GN793A/sPNs+zC4LAHT/7Kddc9XVMsrHDNrKyScfQE2qQTanofZ2oY7JpIuPMY9i+aS8XXfF9Pl+2vMvn1Ff4/EGWr92Kz1+8Xp62LHefL8jy5Rvw+YpX7r4iX7Xl1UyE4qVbyn3WrFmYTCYEQUAURQYMGMCCBQuy9nv66adxOBwIgoAgCNhsNhobGzO2GwwGJEnimmuuyTj28ccfx+FwIIqpftuyLDNixAj8/sK2bTQI0KRKWs65xwxG9tiGE9IaCyJXT4mFZZx7q4iFS8+qkcQI5dUmtLquK3cAg2RmjONUNm3ZzufLVvCTH3wHm83CXs+GTo/VanRM7Hc2jY1e/vbcK1nbjQY94XikwwA7WS9TUVOBrG++5oIg4NDaGWccg5JMsnxV8TWYCUdi7N5XRzhSvLXx2+rpHg6H2b37IOFw54GTRzupALhEzpekmudetHRLua9YsYIrr7ySN998k5dffplEIsHFF19MXV1dep+nn36aH/3oR5x88sm8+eabvPPOO3z/+99Hkpor3d54443ccMMNPPnkk7z44ot88cUXALz11lvccsstjBo1itdee40PP/yQu+++G61WW/AIWEEQ0ta7mgpXuth0FZh0Vl598x1MRgPDhw0hqnQtJU4nGTEKRlat3ZDlfv/ZTT9g7Jjh7Anv7dH8eV2kHlEQuGjW2d0+VgXstuZiTGpnOBWVbtaWb2hoyPh74sSJjB8/nldeeYUbb7wRgHnz5nHGGWewcGFzDu+FF16YcVzTS8HYsWOZN28ehw8fBuDZZ59FkiS+/LK55vk555zDnXfe2b2zyhMWETyKmgpXygiCQD/9EF5/6z1OPGESy1etBSCuxJDEzpvQ6DU6Pl3yFT+/8wEe/v2v0+t1Opldu/dh0VoQBAFPzEtt5DB2rZ0qXUWn47rjHk6aOpmRw4f2/OSOYdSe7p0gNLnRVY4VejXnfvDgQQCqq6sB2LBhA4FAgKqqKiwWC6IoYrfb+Z//+Z+M466++mpmzJhBVVUVI0aM4JJLLgFg8ODBxONxnnjiid6IlTeaStCGkhBXFXzJMsgyGh0Wbr79vvS6Xe41GfvElbZd0DX6odgkGzt378tYLwoiwVCYflKqDLEr5sIZa2RHcCeHI3VtDQVATImx1r8eX9zPsuWreeM/pVWatlhQlbuKSiY97goXj8eZO3cuFouFyy+/HIClS5cC8Prrr3PNNddw3nnn8Yc//IGf/vSnjBo1ivPOOw+A5557joceeohAIEBNTU16zIcffpgFCxZw0003ccstt1BVVcXpp5/Oo48+mn6B6IigoxI0ze8rYjSM3u9BEUXC9mzrydiY8hiErWUoUqbVJvs9SNEwUb2RuDHl8hsoJnHFIBqNEki6sAgCUYMZW7iRgGSCI5lCjpATCQW3bCOmyZzTNsYCmOJBwqIOn86asU2TjFMWTtXBrjdky2uLuJCVOF7ZQkSTCoTzNaTG0Oqj6M1h4lGJkLfV/L+QxFKeauvqc1ogKRAK6DBa/YQCOgxWCUmOE/brs+bgJV0UgyVMPC4ScmemFOklF+G4I3W9RA9iK8sgGjegoEcSQ0hi5rynokhEFQsQRy9lt5wNx22AiCx6EcXMKnBJJYH7cIhkEkyOTHmVhELIm8oAaL0NIOiJIqPnpJrz2R1YgztcR/+qCg4fbiBAPSYq2B/chE88yCjHVKJKlApjNUkldawgCFRXDWLz9t18sWI9w4cNBqC2NnUvWawWzGYLw+zDSARTb4BCQoQEKPEEgcYAslGLmdQ9FU6E8XtS+fPl5eVs3raLemezcrKYDeh1MoFgmGAos5a9rJWwWU3E4wouT/Y1LHekXrBdHj/xeOY1NJn0GPU6guEIgUDm/0aSNDhsZhRFweny4Q+EsFmN+AOp6QuHzYIkiXi8AaKxzGwLo0GHyagnHIni82dOd4iiSLkjdd4tz7EJm82ELEl4/UEireb39TotFrORaDSOx9eq6Y/QXKGuoqKCUChCfX0jfn8Im82cLlPs9wcJhTLPVZa12GwW4vE4Lld2KmNFRRmQemFofQ0tFiN6vZ5gMEygVTMgSZJwOKypa+h0Z43rcFiRJAm320cslnmuiUTuM1hSAXDdq6bYJdQ596Klx8p98uTJOJ3OtEKHlLsd4JRTTuGZZ54B4Morr8RgMHD33XenlTtAZWVl1piyLLNt2zaWL1/O/PnzWbJkCa+//jpvvPEGy5cvZ8qUKR3KdODkc9G3SNcx1e2n+ssPiZqs7Dvtgqz9x/z3eQBqj59OxGLP2Fax4QvKdm3GO2QUztGpz50UhyEK1NfX4/vibUyyltoTpmPVa1g58KT0sRfseAspHmZN/6k4Df0yxh3t3MSEhnUctFSzuv/UjG3mqI/zd6UCFD8fPCOrXv2MPR9QHm5kY8UkDppTFdOCS1JvFOVDDlMzZTs+p4UdX43POE7SxdLtXXcsH5eqKX+EvWtGo5U34hjg4tD2apx7qzKOtfd3MvKkzYS9RrYsyeyBPsiygh2ucwHob1mPrMl8wNUFxuKNDMaq20+ZYXfGtlDMzgHfiWiEONXW7AjxnY0zUJCpNG1Gr81UBI2h4exc5aTfUBPV4xwZ28L+GJs/SynaUSdn32ObP6sl7I8zaFwZY/rNwh91odNrkTQaVq5cg7I/QcLs5sIZzVNJFrmcRBQ2Lkq1mT195hlExSgbtu1nX60bgPXrVqPVaBk/cTz9hqZezMYmxqMkFVz7GqlfeRhR0mAqMzH8pJHpsRNxhXUH1uOKurn/3jsRRA2LlzU3tZk2eSTDqvuzbfdBtu86mHEuFeU2ZpwykVA4nHFME5fNOgVRFFmxbhtuT6ZCnDBmKGNHDmbv/jrWb9mTsc1uM3HuGcejKErGuCvWbQdg1owTsJiNrN64M0tJj6wZyJTxw6mtb2T5mu0Z24wGHbPPORGAz77aQCKR+TI445SJVJTb2Lh1D/sPOTO2DRlUyUlTRuN0+/j8q8wASEnScNbJxwFw9tlnU1ExgMWLV6S3B4Opl6Jt2/awY8f+jGOrqsqZPv0E/P5QxjFNXHFF6pn15Zcb8LV6qZg0aTSjRw9l1679bNq0K2Obw2Fl5syTicXibY47e/Z0JEli1arNWcq/ujr7vu0tiqDkqeWrSrHSI+U+adIktmzZwkcffcSJJ56YXj9u3DggpfhbUlFRwaFDXe+/PW3aNKZNmwbArl27GDFiBDfffDOLFy/u8LhBX3yAsZXlDiAHvAxe0n4d7/6rPm3Tcgew7t2GsSEVAf2lP8knoZTlfrYAA+Mxqpe+x7CJlRhjfrRHGpHI8VTw3+TaFW1a7gADffuxRDMtBU2y+Y399H3Z59q0//j6tYxo3ArA7mtSlqNWn/pMS7mPMae1etC3eLseMW1TqmlMQiDq1yObw1gcKZkGjNxPv+pMF7KkS42rtwazxl22/jvp32t9E9q03AG8kWqCscyXHEVJ3XqJpMR+77Ssc1WO3Jp1gbFZlnssocVok/EeDrHNm2n1KC0UxrYvst3hkWDqGh/Y7EbSioTiPrY0LmP8uJGsWbuakSYdB1wHWLBgARpRIqHEqTLXUG0amx5j4yfr2RbawfSTjmP6KakXnvc/eBejZODgpoM07GogmUyyJbyVSDyKJWGmkn6EAyH2rtpN2B9pIWeSGv1QXFE30aCHWeeelSGvxZy6hqOGDWRQVWbnQflIJzSDXs+MUzJfvCBlKQNMnTiqTcsdYEh1JeWOTA+SJGnSx884ZSKxeJxAMIzJqEcrSRj0qWOnjB/epuUO0L+iLEumJnkAzjjxuCx5bbZUOun40UMZMXRgxja9LvX9LLdbss9VSBWsEQSBRYsWMX78WH7yk7nEYgkCgSBlZSmX/ahRQ6muznx5leXUuGazgRkzMl+2W3LSSce1abkD1NRUU1lZlrGtKYBYq5XaHFeWU9uPP35sn1juKsce3VLuiqIwZcoUNmzYwMKFCznzzDMztp9xxhmIosj69ZnpPA0NDZ1a3e1RU1ODTqcjEOi8/7bRVYdRzM4zFhUl7YJvC723sd1tcjiIHE5ZpFpfksNHvJ8+O4gkEZUEa/tPZfreRVSE6jOOtUfbn/vTKxH0rfZvSeuxWmKN+oCUIM5+toxtkhzH0q/9Smlp93yDlR0bRjLmtHXpQjZ6cxi9ue20IUlSssZtcskDRBUbtGMYxBUDcaW96mZSxjitiSrWrHH1kovBp1ay7Ys6Aq72syg62hbxx0nZczqSXiPr1m9CL8s4Q4cQkiKHDx+mv3kEh/07cDV4Kase3nw+7hiNvkau+8nPueFH3+W+O25l1869yEmZaCBCNBChMepib2AfWq1EnBiV5n7oTQaGHD+MzR9vwu9sdqM3vXppRIGK8sz/ZxMmox6Tse2aBJIktnscgMPWfoU2o16HUa9rc5sopsatd3pYs3FX2rJuwmZtv7aDXiej76B4TEfyWs1GaEdkWZbaPdZus1JfX8/evQYqKsqor29kzZqt2O0WzGZjemkLSZLSLvi2cDjal9do1GNs538jimKH49rt2S2Xvd7sKZZeIyokNapb/liiW8p90qRJbNiwgccee4yqqirWrk1FGldXV1NWVoYoilxyySW8+eab3HbbbcyePZvf/OY3hEIhfve733U6/lVXXcXq1au5+uqrOfnkk/H5fNx///2Ew2G+853vdHp8vsmoL6/e00cNSjJB7eGUlT/SUYNeMhGJhRGP1NaMJkIEoh6M2pSFKwoix5snURut489/fYEh1QPZd+AQkiAdGU/hQOwgJ0+dglYrsezLVRwIH2IM2Q9ygPpoAyajkYtnn9sHZ3v04rBbcbk9akBdG+Rtzl11zBct3VLuGzak5rpuueWWjPXXXXcd8+fPB+CNN97gggsu4PHHH+eRRx7BbDbz5JNPcs4553Q6/te+9jWWLl3K3XffTTweRxAErFYrd955JzfffHN3RM0LGSVo1aySo4aGUGoeVtYYSAKeUGq+t2VL2K8Ovc1w+/H0F1LWqCRKVOsHElWi/Po3fyCeSFAupyy0Q5FaArEAD913O/2rKhgz9Vx8ifatMY/iYfaFZ2E2lVYhpGIjFTG/D4/Hi6KoX1CVY5tuKfeuFudomePeHa688kquvPLKHh3bF6g93Y9OJlScyerDHxBNhNjhag5+CsdTU0GDqwewb/8h4koUWsVQDDMMweV3ESeBM9rIkmiqINNPrr+KSRNS8/R2qxVjtG3FrSQVfFE/p0ybkoczO7awH6kvn0wm8+PaLmUEBfKR5642jila1Nry3aC9nu5isjQ1vSCWrkstl13U7PpKJlTMQCM2l7OdeNwYAjE3slZm4evPMXPGafjjzqxjRUHEqsl2t/9y3o/Tvw8bMojwkSp4SSVTblEQMcsmNmzelqvTyQtCG7EsxYbd1hwY2FSlrqNa/yoqRzOqcu8GbfV0NzkPc9nWf3UYAFeMWPp5mfq1JR0G3xUr4biDNe8e6DBgrrv0Mw5icuVMIFUnvqlS3EUXnMXA/pWcevIJuEKH2R7YybbgdpQWL3TDDTWMNo2kSq7EemRe/t4Hn0i/gFxy0bm44m68DR5WvPFVRjAdgEkw8eZ/3icQ7FoZ3L6motzG1y88vcMguGKgdSGbiooyvv71czsMaDtWSAoKSSGR+0Wdcy9aVOXeDSxtKHeVowerrh+DreNIJlNFmgCqBw4A4PrvfhOtJFEXrac+4qQ+2lyKWSNo6CeXM8JUwwTzOIYbhzH/+Vf42Z0PEI/HmXb8RBKKQkhpOxNhkG4AjW43b7+7KP8neRTTsu2rGlSXSVNAXa4XNVq+eFGVezcwCs1TTE1u+ZCtnPdqLqRR3346VzHid5lZ9+EJ+F3tp0kVK7LoYeyZ/TFYO68F310GW8cSjkRYvjKV0//EX58nmUxis1q4ePbM9H7uWPvKo7+uihHGGp79v3/xwCNPMe2EiUgaDQlzggmzJmF0ZKaQSaKEVqNlw6bidM07XT4WfrwCp6u457Edtsy2r06nh4ULP8fZRjU8FZWjHVW5dwONIGA6ot2bAuoUScIvW0gIPS72VxCSCZFIwEAyUXq3gCgq6I0Soib386myxoBZdjB0SHO545VrUlki009tLtgUESJZx7akSldJpbYfb7z1Lga9nuu/9y0alEYkk5RRzCWRVNgT3IuCwg+u+VaOzyY3KIqCPxAq+gj01pa7oiTw+4MoSj5SwEqMpoC6XC8qaTZu3MjChQt56623MpZCUVoaqQgwi+BPqG75oxmTZKf2cD1P/+l+fnjTr9mz9wBTp0xg/8HmKotSsnOvQUyI43CkKqLdd+et1NY1EkqE8Sf8AIQSYTYGNxOJR5h7xSVUD+yfnxM6Rsjs6e4unCAqxxQ7d+7k8ssvZ926dQiCkI61aQrmbCrL3teUntlWYJqC6vxJUNTppqOSfsbB7N67n8WffcHOtR8z55JZACz+PFWff+JxYwgTIpQI4Yq52x1HSArpL7YkSfz2jluwWs3sDu9lf/ggm0NbqKwq46uP3+TJR36b9/M62lHn3DtAVEBM5H5R59y5+eabqampoa6uDqPRyIYNG/jkk0+YNm0aH3/8ccHkUpV7N2kKqlOAoHpfH5X0Mw5ibPmp/OPV/3D9Db8mGEpFsa9cnXLPDxpQRTgWYZN/C5v8W4gobUftmzVmtm7flX6TN+j1jBszklNOOp69oX3UjBjMu288p/ZwzxFq29cOEPKk3FVYunQp9957L/369UMURURR5IwzzuCBBx7gpptuKphcqnLvJq0L2eh8HqbUrsASKa2UMp05yJCJO9CZg53vXGRE4wb2bXARCeSvwUZ/cw0TK87i08+/Ys5VP8Hj9TGwfyUmo5Eh1ammJokj6XDOaNu9CZJJJWOe2mIyMG3SKP780F2s/uy/fPz2iwzon/sOYLnGYjJw/IQRWEzt9QcoDhwZbnkPFouR448fm27woqKSDxKJBBZLqtZFv379OHgw1b1x6NChbNmypWByHVVz7l/Vi+jyXLQikFBoqqf8RaPAIFeUVa+szetndsTP7zrQi6P3dL5LB2z8vrtXx/eGEbdPQ1sFuY+Xb8YAGLwnsmrtE1z8zR/y9r/+TlVFP95f9BlPP/cysWRTN69sF05EiVKXqOeiC89Oz73p9TIjhqZS64YOGZRHyXNLS7mLGbutuZiQy+VBr9czYsTgAkpURAhKask5qvtywoQJrFmzhpqaGk4++WQeeughZFnm6aefZvjw4Z0PkCdUy72btLRdQgBGI0w5PvWzhPCLelabxuEX2+5mVczow2EqBgbS3ezyicM6nGnH3cb2nYeYc9VPcbk9RKPNLToFQUAjaDKOaYg6Wetfj9li5Hd3zkuvDwTDrNuym0Cw7Xz3YqVU5NZqten6/G63m0AgyLp12wgESs87pVI63HnnnWkP3b333suuXbuYPn0677zzDn/6058KJpeq3LuJoYVjIJQELBaYODH1s4QIiCY2GUcTENtv21ms6KMR+g0IoZX7JmXBaqrmxONu4+AhF1/7xvVUVpYz4/ST+fqlF6TqmMd9+OMB9oT2ssa/jq2B7VRX92fJB//KcLsHQxG2bN9PMNRxGl2xUUpyN9WXd7k8BINhtmzZTbDIX0r6hHzNuasBdcyaNYs5c+YAMHLkSDZv3kxDQwN1dXVdapiWL1Tl3k1a2rnqI+PYwWSoYtr4eRzYf5ibf34vTzx8D7fdcD2Qatm61reegC5AJBmhZkg18274PhX91LKnfU3TvLvL5SGH7QdKHkFMIohKzheVZrZv3867775LKBSirKzw331VuXcTQ4s2SMVZCVwlX5gMVYw1jOHQgXrOvfg7JJQEqz/7b3r7lhUfUL9zOSs/+w9Xf+uywgl6DNNUpS4WixEKqd9QlfzjdDqZOXMmo0ePZvbs2Rw6lKqHcd1113HbbbcVTC5VuXcTfUu3vBpMcsxh0OgZbxxLyBthztwfY7NaePj3v+K/r85HlvMZ3qfSFVrmuns8/gJKUmQ0BdTlelGfgdx6661otVr27t2LsUXs1be+9a0etz/PBUdVtHxf0NItHwKIRKDucOpnCSEno1TEnMjJ3HVW6ytikkTQpyURL8y7qSzKjDaMZK17Pb998E88+sCdXTpOq9VQXmZFq9V0vnMRUUpyt6xSFwoFKC+3o9WqL10q+eO9997j3Xffpbq6OmP9qFGj2LOndxlJvUFV7t0kI1o+Cbjd8O67BZKm5zgSPs51f1ZoMXpEwGhiz9bCth/ViTqq5UE89+JrXHHZhZx+8tROj7FbzZx96qQ+kC63lJLcLS33SCTC2WefWkBpigcBBUHIfdGZPGcelwSBQCDDYm+isbERnU5XAIlSqG75bpJluYtiKg1OLK1LGUckIOqJl+AtICoKkpQgVSewcPTXVWGTrfz4lrvweDrvmBaPKwSDYeLx0gpEKiW5WxaycTobj8id/5TJYkcQFcQ8LKpbHqZPn84LL7yQ/lsQBBRF4aGHHuLss88umFyl92QvMJIgpAunhAAqKuDrV6R+lhBOycFb5bNwSqXVqhbA6vcxarILg7mwD21BEBihr+FwbQM/vvWudJnZ9nB5fLyzaDmuLrwIFBOlJHdLy72x0cs773yKy1Va1SNVSouHHnqIp59+mgsvvJBoNMovfvELJkyYwCeffMKDDz5YMLlU5d4Dmlzzaiyuil6jZ7i+hgUfLOZPTz1faHGOeVpa7j6fGlDXhCAkEQQl54tKqkLd1q1bOeOMM7j00ksJBALMmTOHVatWMWLEiILJpc659wA94CWl3JPJJOq007FNmexgUGIg9/5/f2LqlAmcceq0Qot0zGK3tYyW99EqxumYRRQUxDw0ehHUIjYA2Gw27rjjjkKLkYFqufeApip1CSDW4Z4qxwpD9NXYtFau+X8/p76h7UYyKvnH3sIt7/erlrtK/lm4cCGffdYcnPzkk08yZcoU5s6di8vlKphcqnLvAS2D6korAU4lXwiCwAjDCPy+IHfc+8dCi3PM0tIt35Ugx2MGIYGQh0UNqIOf//zneL2puI5169Yxb948Zs+eza5du5g3b14nR+cP1S3fA1JV6lI3deDwYSyvvAzR0soXr4g7ubz+bWRKL5LYbbawZVUZSpFN+cmilsFyNa+++Q5zv3ExZ00/JWN7ucPCxeedhFYqra9dKcndMqDu0KFDXHzxDLTa4pdbpXTZtWsX48ePB+C1117j4osv5v7772flypXMnj27YHKplnsPyOoMV2KKHVL/+NJMhANEEUURKcbbt0Luh122cfPt9xEKZ3YfEEURnSwjlljaZCnJbdDr0elkIFVfXqcrDbnzjSgkU/PuOV7UeCOQZZlgMNV58IMPPuD8888HoKysLG3RFwL1ru8BLUvQxh0OmD0bHKWVUtYoWXnPfiaNkrXznYsMc8DPsLFudIbi8zoIgkCNfigHDtbyxyf+nrHN5fHz4eercZVYWdRSklsQBBxHguoSCYUPP/xCTYUDRBQ0QiLni9oVDs444wzmzZvHfffdx5dffslFF10EwNatW7Oq1vUlqnLvAS3n3KNaGcr7gSwXTJ6eEEOLU+sgRumV5pQSCQymOKKmyPzyRzBoDAyUB/DY/zzLpi070uvj8QQut594PPdRy/mk1ORuKkEbCoVxubxqERuVvPLnP/8ZSZL417/+xV/+8hcGDRoEwIIFC7jgggsKJpc6GdUDWs65qwF1Km0xSD+QxoSbm37xW9594znVNdyHNM27h8MRlGILzCgQopjITyqcGlDHkCFD+O9//5u1/tFHHy2ANM2oT5wekBktr97cKtmIgsgw3RCWr1rHC/94o9DiHFO0jJhXrXaVYxVVufcAQ4s593D7u6kc49i0VqrkCu763SMcrmsotDjHDKpyz0YU8jTnrlK0qMq9B7SMlnd7fbBmDfhKK6fWrASYENiMWQkUWpRuE9TrqD9oIBYu/hakQwyDiUXi/PrehzEZdIwbNRiToXCdonpCqcltt1kA8Pl82O0mTKbsjl3HGgIKopDI+aJWqCteVOXeA1q65T3BIKxdA0dSIUoFkxJmYnALJqX0fA9RWU/DIRPxePErd+2R3PfX33qXL5av5rjRQzEa9Z0fWEQYjfqSkrspoC4YDCJJQsnIraKSS1Tl3gO0QJNaUfR6GDsW9KX1AAkJMpsNwwkJpRXlDyBHozgqQ4hSaQRLNeW+337PQ2zYsodwuLTqIoTDUbbuOlAycjcF1On1emprGwiHS+8FNtdo8uSWVwPqMtm/fz/79+8vtBiAqtx7hCAIaetda7PBiSeBzdbhMcWGV2NhlXkiXo2l0KJ0G2M4RP/BAXT60phPFQSBYfqh+ANh3v34C3yB0uon6AuEWLtxV8nI7TjyXbTZbPh8UXy+0vKqqZQWiqJw7733YrPZGDp0KEOHDsVut3PfffcVNFtDTYXrIQYggBpQp9I1jBoD/bTlHDhYi9vrpaK8tF4GSwk1oC4bUQ2Ayxt33HEHf//73/n//r//j9NPPx2Azz77jN/85jeEw2F+//vfF0QuVbn3kCbLPU4q410tw6jSGRVyOclkktffeo/bb76u0OIctbSsL68q9xQp5Z77a6G65eH5559n/vz5XHLJJel1kyZNYtCgQfzkJz8pmHJX3fI9pGU6XGnM/KoUGknQohW0vPrGOwSCpeHiLkVUy12lL2lsbGTs2LFZ68eOHUtjY+HaP6vKvYfoj9jq8XicmMcNsdLq7C4Rx5bwIZVgV7iERkMkJKEkSuv2VRIJ4v4Ebo+HF156vdDidBlJI2IxG5E0pXG9m3q6x+Nx/H4/klT8WRX5Jl+15VXLHSZPnsyf//znrPV//vOfmTx5cgEkSqG65XtIU6670+mk7t//ZohQWo758riH2Y0fFVqMHuEzmdm50V5oMbpN0B1k8wcbEALwwj/e4MfXX1VokbqEw25h1owTCi1Gl7FazGg0GpxOJ8uWLcHh+HmhRSo4GkFBysOcu5rnDg899BAXXXQRH3zwAaeeeioAS5cuZd++fbzzzjsFk6s0XsWLkJad4VQHq0p3cGjtbN62g4O1dYUW5ahEEIR0IRu321NgaVSOdmbMmMHWrVu5/PLLcbvduN1u5syZw5YtW5g+fXrB5FIt9x7SZLlXVVUx6MIL4b134fDhPpfjD8/1sKxpVRWcP6tXci+/6saefXYvqfNZ+Ms532B/7HTCVPTpZ4ubXurxseZyE2POHMWGjzexfcdOPlj0Gd+9ck4OpcsP9U4Pi5etY8YpE0smyt9usyJpdcyceT719Y1UVJQVWqSCoslTQB15csvv3r2b++67j48++oja2loGDhzI1VdfzR133IHcogPn2rVr+elPf8pXX31FRUUFN954I7/4xS8yxnr11Ve566672L17N6NGjeLBBx9k9uzZzWeQTHLPPffwt7/9Dbfbzemnn85f/vIXRo0a1SVZ9+7dy+DBg9sMnNu7dy9Dhgzp4VXoHarl3kNalqxRE0xUuoMkSthkG+999FmhRTlqaQqqSyQSJBJqyGupsXnzZhRF4a9//SsbNmzg0Ucf5amnnuLXv/51eh+v18v555/P0KFDWbFiBX/4wx/4zW9+w9NPP53eZ8mSJVx55ZVcd911rFq1issuu4zLLruM9evXp/d56KGH+NOf/sRTTz3FF198gclkYtasWV0uflRTU0N9fX3WeqfTSU1NTS+uQu9QLfce0rLtq/roUOkuNtHOR4uXEo3GkGVtocU56rDbrew7mJr28Pn89O/fr8ASFZa8zbnnfMQUF1xwQUYv9OHDh7Nlyxb+8pe/8PDDDwPw4osvEo1GeeaZZ5BlmeOOO47Vq1fzyCOP8MMf/hCAxx9/nAsuuICf/zwVd3Hffffx/vvv8+c//5mnnnqKZDLJY489xp133smll14KwAsvvEBVVRVvvvkm3/72tzuVNZlMIrQRc+X3+9EXsHKpqtx7iJoKp9IbHHIZezy7WfbVKs48/aRCi3PU0TIdzufzF1CS4kAkP0VsBJLEYjG8Xm/Gep1Oh06X20ZDHo+HsrLm6ZWlS5dy5plnZrjpZ82axYMPPojL5cLhcLB06VLmzZuXMc6sWbN48803Adi1axe1tbWce+656e02m42TTz6ZpUuXdqjcm8YVBIG77roLo7G5QVEikeCLL75gypQpvTnlXqG65XtIy/cxVbmrdBeTxoxBa+D9RaprPh84bM2FbLze0urYWGq89dZb2Gy2jOWBBx7I6Wds376dJ554gh/96EfpdbW1tVRVVWXs1/R3bW1th/u03N7yuLb2aY9Vq1axatUqkskk69atS/+9atUqNm/ezOTJk3nuuee6f7I5QrXce0hTQF1DQwOf/fvfXO4vsQdIfT385y1o9cZdCpSZAuyNnU0UU6FF6RZBV4gNH24m6o8iCAIW0coHi5Zw353zOj+4gDhsJs6dPgVzCXVXc9htNDQ08O9//5sLLjit0OIUHA2JvNS0EEhyySWX8Oyzz2asb89q/+Uvf8mDDz7Y4ZibNm3KKApz4MABLrjgAr7xjW/wgx/8oPdC54hFixYBcO211/L4449jtVo7OaJvUZV7D2m6dROJBPUuF5RIgY80igJud6Gl6BGSqBClNKK2W6IoCmFvKkgnmUwSSPoZXT64wFJ1jiRJ2K3mQovRLRx2K4lEApfLhcdTei+wpYRWq+2yYrvtttu45pprOtxn+PDh6d8PHjzI2WefzWmnnZYRKAfQv39/DrfK9Gn6u3///h3u03J707oBAwZk7NNVl3rrF5tiocQ0UvEgCAIGUvMzJ5x7bsl1hcNmg5kzS09uwB3SM0CzFJnSemjrLXpGnjYcvUWPL+4lEA3wq9t+XGixOsXjDfDpl+vxeAOFFqXL2O0p9/C5555LY6Oa694UUJfrpbtFbCoqKhg7dmyHS9Mc+oEDBzjrrLOYOnUqzz77LKKYqa5OPfVUPvnkE2ItqoO+//77jBkzBofDkd7nww8/zDju/fffTxebqampoX///hn7eL1evvjii/Q+pYqq3HuBnlTP6Mrq6pLr545eDwMHlZ7cQDSuxSQeRiRSaFG6hSRrsFVZkWQNtZFDDKiq5MQTJhZarE6JxuIcrncTjZVOqWKH3Yper6e6uhqPp8SmzPJA3pR7nvLcmxT7kCFDePjhh6mvr6e2tjZjHnzu3LnIssx1113Hhg0beOWVV3j88cczAuhuvvlmFi5cyB//+Ec2b97Mb37zG5YvX84NN9wApIy0W265hd/97ne89dZbrFu3ju9+97sMHDiQyy67LC/n1leobvleYCCV464ASjKpvimpdBl3opHbrroOrVZNg8sHLaPl/X41Wr7UeP/999m+fTvbt2+nuro6Y1symXqhsNlsvPfee/z0pz9l6tSp9OvXj7vvvjudBgdw2mmn8dJLL3HnnXfy61//mlGjRvHmm28yYcKE9D6/+MUvCAQC/PCHP8TtdnPGGWewcOHCgqax5YJu6aNZs2ZhMpkQBAFRFBkwYAALFizI2Gft2rUMHz4cjUaDIAgYjcZ0jmETTz/9NAaDAUmSsuZfHn/8cRwOB6IoIggCsiwzYsSIovyCtixBq/Z1V+kOcSWB3V56UyKlgj0jWr74nh19jUgCDfGcL/nKc7/mmmtIJpNtLi2ZNGkSn376KeFwmP3793P77bdnjfWNb3yDLVu2EIlEWL9+fUZ1OkhZ7/feey+1tbWEw2E++OADRo8enacz6zu6pdxXrFjBlVdeyZtvvsnLL79MIpHg4osvpq6uuUb22WefTV1dHfPnz2fRokWcdtppPPzww/zjH/9I73PjjTdyww038OSTT/Liiy/yxRdfAKmUiltuuYVRo0bx2muv8eGHH3L33Xej1WqJRqM5OuXcYWhxa5eWg1il0OglPQcO9n254mOFlj3d1VQ4lXzzv//7v5x++ukMHDiQPXv2APDYY4/x73//u2AydUu5NzQ0MH/+fC699FK++c1vsnjxYhKJBK+88kp6n8bGRq6++mquvfZazjrrLD744AMEQWDhwoXpfZpeCi6//HJkWU5HMz777LNIksSXX37J5ZdfzjnnnMOdd97J5s2bM4oXFAt6IBAIsHnzZsKB0gk2AiAQgC2bUz9LDKMcwZOoIZ5OSCwNoqEYdTsbiIZiGAUTny75stAidQmDQWbE0AEYDHLnOxcJdps1/d2sr3cWWpyCU2pz7qXEX/7yF+bNm8fs2bNxu90kEqliQXa7nccee6xgcvVqmvjgwYMAGXMiZWVlvPHGG+zYsYN4PM5NN91EMpnku9/9bnqfq6++mhkzZlBVVcWIESO45JJLABg8eDDxeJwnnniiN2L1GQZS83nLli0jUITTBh3i98OXX6Z+lhhmXZR6ZTJxSis9KxqMsm/NfqLBKGXaclat3ci+A4cKLVanmI0Gjp8wArOxdF6mJElCEGDZsmUZnsVjFQ0JJCGe80VV7vDEE0/wt7/9jTvuuAONRpNeP23aNNatW1cwuXocUBePx5k7dy4Wi4XLL788vX7lypVMnTqVkSNHptfdf//9zJw5M/33c889x0MPPUQgEMgorP/www+zYMECbrrpJm655Raqqqo4/fTTefTRR7OCKtqkohJapktEwuDxpNb1a6N7WN0Rt2hZGUitApu8HgiHwWgEsyVzWywKLhd6AaoHVVNZWZkqCpM4Ek1cX5/KI7fboXUxB58PgsFUlHrrNLR4HJxHrIxWFZOA1LZ4HKxWMLR60AYCKUUty3AkDSSNoqRkAqioSF0PSQsV/aC+AerrIBoFsxlMrQrDhEKpQjeSBOXlmZfPZ6HSknJ5OgMmEkrmu6JFF8Igx/FHZYKRzOug1cRxGEPEFWgMtLq+QD+TD1EEV9BILKFpdWwMM/sJY0VqNSGiIBEldf56sps5hHEAEjLerGj7OAbimBGJIpOZPpVEJELq/E1lxqxa0kFPCCWuIBtlZEPmvRSNxIj6o0h6iYrhFfidfgxRPf6Al38vWMQN189NXUOXD0XJrHdoMRvQ62QCwTDBUKa8slbCZjURjyu42ogIL3dYEEURl8dPPJ5ZetRk0mPU6wiGIwQCmREjkqTBYTOjKApOl49INEaj20eZ3YJO1uKwWZAkEY83kBVBbzToMBn1hCNRfP7MZsiiKFLuSP2v653Z6Wk2mwlZkvD6g0QisYxtep0Wi9lINBrH42vlbRKgosx25Bp6UZSUwhk9agRJNNQd+Z77/UFCocxzlWUtNpuFeDyOy5WdWtnUTc7l8mRdQ4vFiF6vJxgMEwgEW11DCYfDmrqGTnfWuA6HFUmScLt9GalcAIlE6WQlqKRK2B5//PFZ63U6HYECekZ7rNwnT56M0+lk6dKlGesvvvhiwuEwDz30EEOHDuUvf/kLv/71rxk9ejRf//rX0/tVVlZmjSnLMtu2bWP58uXMnz+fJUuW8Prrr/PGG2+wfPnyTosKSDPPQWpRZ1g5cBDlow/BakWadX7W/vH//V8ANKefgdAquCnx1VckN29GHDkScfLkjG3JBieJBe9gkmUuvPBCysvLiTud0PQlfe1fKQV+8slQ2UpJr1sHq1fBkCFw8imZ23xeOFLzmPPOA6GVY+Wdd8DZACecAINbtRHcvg2WLoXKSjj7nMxtkQj888jUydnnpF44ZDn1UtPYCO8uhP37YeJEGNmqzeG+vfDxx2Czp1rEtmDxTjPfmPwVAF/sHYEvkhldOrV6NyP71bHTWcmmwwMztlWYfZwzchPRuMyiHeNozaUTVqAXEyzfX0NjMPOFY7DNSX/tcjyJodg0ezK2RRULexOpF8lq7edZ46Yq29ko12zAJGbOeXsSNdQrkzFSR3/t8oxtiaSeXfFUI4tRp49EI2X+b7Yu2YHvsI8B4wbQb0jmy1XjATe7vtyNY5Cd0WeMIOQOkYglGJoYwqH6ZqX8xarNWQp82uSRDKvuz7bdB9m+62DGtopyGzNOmUgoHGbxsmwL4bJZpyCKIivWbcPtyXzITBgzlLEjB7N3fx3rt2ReQ7vNxLlnHI+iKCxeto5oLKVQbRYTslZi1owTsJiNrN64M0tJj6wZyJTxw6mtb2T5mu0Z24wGHbPPORGAz77akNWtraml7Mate9h/KNOVPmRQJSdNGY3T7ePzrzZkbJMkDZfNSuUkL125mXA4FZ9zxhlnYjCaeP/990kmk2zbtocdO/ZnHFtVVc706Sfg94dYvHhF1jW84orzAPjyyw34Wr1UTJo0mtGjh7Jr1342bdqVsc3hsDJz5snEYvE2x509ezqSJLFq1eYs5V9dnf1s7C2pCnX5qS1/rFNTU8Pq1asZOnRoxvqFCxcyblz2s62vEJKtww+7wKRJk9i4cSMfffQRZ555Znr9Rx99xMyZM3nzzTfTHXYg5arv378/Gzdu7LaAu3btYsSIEUyfPp3Fixe3uY/X68Vms3Fb//7o+tBy36Yk2TB2LKeffjruJUs4ztWY2l4KlntZOZx6auqFYMf2HlnuV//luIJY7qGYxHNrL+dg7EQUMueB8225O5/+Zo8td0uFhbFnj2b3ij2E3CFqw4fwadwsX/x66hoWqeXu8vhYvnY70yaNxGGzlIzl/ut7H8HRr4oFCxbw+edvIYqakrHcx407HY/Hk5OSpiNHjmTUXycy4KwueD+7yTszXuORnzzM3Llzcz52qTB//nx+85vf8Mc//pHrrruO+fPns2PHDh544AHmz5/fpc5y+aBblruiKEyZMoUNGzawcOHCDMUO4HK5ADLmHSD1pe7BOwSQeivqsnujvg7aaL2HojQr8rZobGx/WzCYWtrAIKR69sZiMdzOhmYF2kRH5V3D4dTSHoc7kNfrbb8mfDTa8bEtZYzFoNGZOgZSLwftzcHH41njVlqavQflpvb/P2Y5illuO9tBEkm/ILSFw5h97et8KQWhIBOmjZe2I3S0LUr7D83Oxg00tn0/QGpePRps+1yTioISSxByh/A7AwQjIXYGdrNtx25GjRiWVnxtYTLqMbVT212SRCrK20+rc9jaj00w6nUY9W3XARfF5nFlrYTDZsn4HJu1/dr+ep2MXtd+AF5H8lrNRtoLp5BlqcNjyx3N/1etJBKLxVLfT7eHIUOqMZuNbR4nSVJakbeFw9H+ZxqNeozt/G9EUexwXLs9+3+ej+j+fLV8pZsV6o5Grr/+egwGA3feeSfBYJC5c+cycOBAHn/88YIpduimcp80aRIbNmzgscceo6qqirVr1wKpgLqysjIuvPBCtFotV111FY899hhDhw7l0Ucfxel0cuONN3Y6/lVXXcXq1au5+uqrOfnkk/H5fNx///2Ew2G+853v9OwM80jLr7Oa567SXfrJFewN7+IXdz3IK8/9Se3rnmMsFhPRI44Qlyul3I9VNCh5csurQEp3XXXVVQSDQfx+f5vTzi2ZM2dOtz/jqaee6nTclnRLuW/YkJrruuWWWzLWN7kijEYjb7/9Ntdccw3XXXcdyWQSvV7Pj370I+65555Ox//a177G0qVLufvuu4nH4wiCgNVq5c477+Tmm2/ujqh9goGUNyMYDBJqNX9Y9MQTKZd7PA9v83lGIyokknpKrSagoiSJhmNpt7EoiIw0juHTJV/y43l38bc/3Z9VP7sYEEUBvV5GFEvrUW4xmdh32I2iKLhc7kKLo3KU8rvf/Y6rrrqKmpoajEZjRl/39njzzTf55je/iaH19Go7vPTSS116aWhJt5R7V1zr5513HgcOHOjOsGmuvPJKrrzyyh4dWwj0QH19Pf/85z8ZDKXVGc7ZAP96tdBS9IhyUyAd3FZKBF1B1i3IDAazax2MMo7ljf+8h91m5Q/3/bLoFHy5w8rXZp5UaDG6jc1q4o9PpDqJud2l1WQo12iEVCpcrlED6uDVV1/lnnvu4eSTT+bqq6/mm9/8Jv369ev0uD/96U9dVtb/+te/ui1XcT1FSgyNIKTDuUId7qmi0j79dBWMMI7imf99lZPPnsM77y0qtEhHBS2r1B3rlnuTWz7Xi6rcYc2aNaxdu5azzjqLhx9+mIEDB3LRRRfx0ksvEWwnXmvRokXdKsy2YMECBg0a1C25VOXeS6orKpg7dy7GivYDsIqSigr49pWpnyVGvd/McOlt9JRW5TFTmZEpF0/CVJbttuuvH8Bk6/E4D/i4+ge38fGnywogYdvUN3p4892l1JdY61Sj0cTcuXOpqKjA5Sot2VVKi+OOO47777+fnTt3smjRIoYNG8Ytt9yS7hffmhkzZiBJXXecn3HGGehaZ151gtoVrpfoRRFZlokdyQhonSJVtIgiaLWZRX9KhGRSQBRipPrxlQ6CIKCRxHbvEYvWynhpApsC67nuhl/x+Xv/pH9VEbx8JUmlgZWYkWa2mJFlOZUOeMxb7mqee19hMpkwGAzIsozP1/XMh7q6Ourq6rLSYSdNmtQjOUrvyV5k6I48pxWg+FrbqJQagiAw0jiGgC/Ew0/ML7Q4JY3V0pxP53arlrtK/ti1axe///3vOe6445g2bRqrVq3it7/9bUb/+fZYsWIFEyZMYMCAAUyaNIkpU6Zw/PHHp3/2FNVy7yVyi2SQENA9x4mKSjayKFOl7c8LL73O97/zDcaPGdn5QSpZWM3Nyv1Yd8urqXD545RTTuGrr75i0qRJXHvttVx55ZXdmh///ve/z+jRo/n73/9OVVVVzry/qnLvJS2VeQiwF0gOlaOLasMQXIlGfnjjr/novy+qOfA9wNKiyM4x75bPUxEb1S0PM2fO5JlnnmH8+PE9On7nzp289tprGf1YcoHqlu8lCaeT9957j8bGxtKKmHc64cMPmsvdlhB2Q4CDsVOJ0n7VsL4mkUzgijYSVdqfnAl6QmxdsoOgp/M7RRRERhhGsWnLDn5+5wM9rvCYC2wWE6efeBw2S/sV6YqRqvIyPlm8mMbGxmPeclfJH7///e97rNgh9XKwZs2aHEqUQrXce4kuEU+3vg2VUpGPeBwOHux8vyJElhSCtFF7v0CEE2GWu78AoL9uACPNo9vcT4kr+A53PcDGLFkYYRzFCy+/gclk5Pd331aQgE1ZlhhQ6eh8xyJDliXCoUC6/OyxjIiCRg2oyxnz5s3jvvvuw2QyMW/evA73feSRRzrcPn/+fL73ve+xfv16JkyYgFab6aVraoneXVTl3kvMZjNnTJrMmjVrCPn9pTMJZTbD5CmwZnXJ9XT3hXVUiStwKmOKoqf7jvDW9O9DjTXt7icbZQaMG8ChTYfarT/fmip9fxIk+MvfX8RkMnDHz37aa3m7i88fZNP2/YwbWY2lndrsxYjPH+SUU0/l/Q8+Oubd8iq5ZdWqVemGP6tWrerVWEuXLuXzzz9nwYIFWdsEQSCR6NlLmarce4nFZKZs5Ei2bduWUu6lgskEw4enWsWWktxAKCZj0ezDowwpCuVuEaygFxhtGItWbH9uXDZo6TfEgXN3Q5eVO8BA/SCUZIKH/zSfCeNGc+lF5+VC7C4TjsTYe6COmsFVWAp/ubtMOBKjunowRqORw4d9hEJhDIa2G7wc7aQC6nKfOloqtkyuWbRoUZu/94Qbb7yRq6++mrvuuouqtrqB9hBVufcSWWhO/w2R5Fi63f90/pcF+VylsoqxPx/H/xv5aocd5fLBd3b+MWtdV+tM6XU+JMcWrKdcgBxpvwNcWziSSXxvXsrt9zzE7PPPynLdqbRNy0IhbrfnGFfuqls+H3z/+9/n8ccfx2LJ/E4HAgFuvPFGnnnmmQ6Pdzqd3HrrrTlV7KAG1PWaltHyamc4lXwhCALVuoEcrmvgrQUfFlqckkErNbefVoPqVPLB888/TyiUHSQbCoV44YUXOj1+zpw5vbb+20K13HuJjmalHlJfYlXyiEky4ZDt/Pmv/8uci2eVTjXEAtLScj+W5901akBdzvF6vSSTSZLJJD6fD72+2SuUSCR45513utQYZvTo0fzqV7/is88+Y+LEiVleuZtuuqlH8qnKvZfIwSC7du0iFAqVVipcMAh79qR+lhqhENX2RvTaWKEl6RbxhBZf0EE80XOXepW2ktXrNvLlijWcPG1K7oTrAJ1OS/WAcnS60poK0Om0iIKStqqO9Yh5ldxit9sRBAFBEBg9OjtDRhAEfvvb33Y6zvz58zGbzSxevJjFixdnjaEq9wKh9fv5fPFi4qT6u5cMPh98srjz/YoQ0efltJrthRaj28TjemobRvRqDIfWjkk28srrb/eZcreajZxywrg++axcYjUbcZhlvN5Uu9dj3XLPR0DdscyiRYtIJpOcc845vPbaaxld3mRZZujQoQwcOLDTcXbt2pUX+VTl3lskicHl/djndBKK575fct6QJCgvTxWxKSW5AUWSqPNZsBsCyFIpPbDi6HUhwhEDPf3qCYKAAQPr1m/JrWgdEI3H8XgC2Gwm5G50sio00Xgco8mCJEnE4/Fjes5dJIkmL9Hyx65bfsaMGUBKOQ8ePBixyJpwFZc0pUhZOedeeCHl5eWl5ZYvL4fzZ6V+lhpl5Xy8fRzuUGlVTNPrQgyu2oJe17s7RYOGcCSSI6k6x+MJsHjZOjyeQJ99Zi7weAL4QgnKj9zjx7JyV8kfQ4cORRRFgsEgmzdvZu3atRlLW8ybN49AoOvfp1/96lc0NjZ2Sy5VueeAposYA2IFLBOqcvSTTCYJEmTwoAGFFqUkUAPqUmiSCaQ8LGpIJ9TX1/O1r30Ni8XCcccdx/HHH5+xtMXjjz9OsBvxTk8++SRut7tbcpWOj62IafmGFAZKK+xIpZSIJWP4on4U9SWyS0gtUuGO5YA61S2fP2655RbcbjdffPEFZ511Fm+88QaHDx/md7/7HX/8Y3ZdDEi9pI8ePbrLGS/dsfKbUJV7Dmip3ENA98qTqKh0HVmUqZIrWLNuE4qiFN08X7HRuoiNikqu+eijj/j3v//NtGnTEEWRoUOHct5552G1WnnggQe46KKLso559tlnu/053S1yoyr33pJUIB5Pd+0qmXl3RYFEPPWz1EgqSKJSelZDEpSkSG/FrtBVsL5uIy/84w2uuerruZGtEzSa0nyJ0MnatHV0LM+5pxrHqOVn80EgEEjnszscDurr6xk9ejQTJ05k5cqVbR7zve99L+9yleY3tpior2f9Sy9SV1cHlJByr6+Hl15K/SwxxPp65kxeToWltGrih6MWduw7gXC0d74dq2ShSlfJ7Xc/yKYtO3IkXftUlNu4/ILTqCgvnha7XaFJ7ngsFXx4LCt3lfwxZswYtmxJZa9MnjyZv/71rxw4cICnnnqKAQMKFxujKvcc0DK/Xa1Sp9IX1BiGokXLVdfdSu3h0ntB60sc9tRLybEdUAeaZDLnS6/dUEcBN998M4cOHQLgnnvuYcGCBQwZMoQ//elP3H///QWTS1XuvaW8nDFfvyKdblMylnt5Ocz5ekmmwinl5fx3wxScgdJKhdPJfoYNWotO7r3HQRRERhtGUXuontlfvy6vCt7p8vHOR1/hdPVtk57e0iT3oEGpQiI+nz/dpvNYQ0BBzMOiuuXh6quv5pprrgFg6tSp7Nmzh6+++op9+/bxrW99q2Byqcq9t2gkdCZTOnAnVCpvspKUavtaQkVJ0mgkglGZhFJat68gJNFqoghCbu4Rg0bPWMOYvCt4RVEIhiIoJRaf0SS33WZNr/N4vAWUSOVYwGg0csIJJ9CvX7+CylGCT/bio3W0vIpKX9Gk4Dcf2sJFV1zH2//6O/2rKgotVlFhbdGE3uXy0K9f6XmreouYdqPnmBKxZXLNvHnzurzvI488kkdJ2kdV7jlAVe4qhSSt4A+qCr4trOZM5a6i0ltWrVrVpf3ay2OfM2dOlz/r9ddf7/K+LVGVew7IUO7H6JusSmFpqeC/9o3r+XjBPzCbjIUWqyiwWFsqd3fhBCkgGrWITU7pbf91my3/mSeqcu8tbhfKks/TpQFLxnJ3uWDJ56mfpYbbxYlDdmLVl8zVBiAa01HrHEY0psvL+CkFP5q1ezcw//lXuOUn1+ZkXIvZwLTJI7GYS6rvYVruhsP70uuOVctdIImYB7e8GlDXzPbt29mxYwdnnnkmBoOBZDLZruXekyI23aW0IpKKkWgUdu5EPNLIo2TUTTQKO3akfpYYYjRKTXkDem2JdbNTZHyBfiiKnLfPMGgMlEtl/PWZfxDPUbc/vU5mWHV/9Lr8yZ0PmuQuczRbSd2tz62i0hlOp5OZM2cyevRoZs+enU6Lu+6667jtttu6NEY8HueDDz7gr3/9Kz5fKivl4MGD+P09z6xRlXtvMRoRp06lzJRKyyoZ5W40wtRpqZ8lhmI0smr/EPyR0lI2khimn30vkhjO6+f011VRW1fPO+99nJPxAsEwqzfuJBDMr9y5pkluS4s5d7f72IyWT9WWz/2iArfeeitarZa9e/dibPE8/da3vsXChQs7PX7Pnj1MnDiRSy+9lJ/+9KfUHyks9uCDD/Kzn/2sx3Kpyr23mC2I48dTduQBEoHSaOphscD48amfpYbZwrb6/gSj+XFv5wtJG8NhrUPS5jfX2iyZsMs2/udvL+ZkvGAowvZdBwmG+q7NbC5oktvQ4oF7rM65q+SP9957jwcffJDq6uqM9aNGjWLPnj2dHn/zzTczbdo0XC4XBkPz1Nfll1/Ohx9+2GO51Dn3HKFrMbUSBkrPHlY5mqjQ9uOLFavZf7CW6oH9Cy1OQbFamosdHatz7k0V6nKNOueeqi1vbMMD2tjYiE7XuQHy6aefsmTJEmQ50xM5bNgwDhw40GO5VMs9R+ha3OYl45pXOWpxSHYEQeDDj5cUWpSCY7GoqXBCMhVQl+vlWI2Wb8n06dN54YUX0n8LgoCiKDz00EOcffbZnR6vKAqJRCJr/f79+7H0wrOqKvcc0fKdS1XuKoVGEiXsWhtPP/tyumPhsYrF1Gy5qwF1KrnmoYce4umnn+bCCy8kGo3yi1/8ggkTJvDJJ5/w4IMPdnr8+eefz2OPPZb+WxAE/H4/99xzD7Nnz+6xXKpy7y2RMMlDtWjCzcFGJaHcw2GorU39LDUiYSrNXnRSadUJVxIagmELSkLTJ59Xpa1k45Zt7N13sFfjyFqJinIbsra0ZvGa5DboddisKQvoWLXcxWSTaz63i2q4w4QJE9i6dStnnHEGl156KYFAgDlz5rBq1SpGjBjR6fF//OMf+fzzzxk/fjzhcJi5c+emXfJdeTloj9L6thYjHg+JD95HaFF3O5Sk+CejPB54/71CS9EjRI+Hs0ZtLrQY3SYaN3KgbkyffZ5RkwrO2bZzN0OHDOrxODariRmnTMyVWH1GS7kddhser++YVe4q+SEWi3HBBRfw1FNPcccdd/RojOrqatasWcPLL7/M2rVr8fv9XHfddVx11VUZAXbdRVXuvUUUwWjE4PeDkpo3KQnL/YjcBINQag1BRBFfWIdBjiCVlO9JQZKixOMyfeE004k6DFoDHyz6nHPPOr3H48TjCqFwGINej1RCF7yl3A67ld17we32oCgKolg655EL/v/2zjvMjep62O+MRnWllbTd694b7oCxwTbYwIIJtjGQBFMCISEQOhhseg0ESEJMwhdCfkmAAKEG04uxwTTb2OAOLrjgvl5vUV3Vme8P7cqr7V3S7n2fZx5Jc4vO3NXOmXPvuefo6JjY8qluw3Q0er2eDRs2tKmPQCCAyWTioosuaiepYnSvX3hHkJOLcs452HPz4qfSQrnn5sI5c2Ov6UZOLu9/P4YyX3pt4zMZffQv3ITJ6OuU75MkCads57+vvo3b0/pgGOUuDx8u/5ZyV3qlfK0pd3VmOFVV8bRhLNIVSYtNzbf3IYilfP3nP//Z6vZ5eXn84he/YMmSJe2aeVFY7u1Eza1wsbSv3f2ZVpAK9DAVsM6zgef++z+uueKSZIuTNByOo2lfy8srsNdIAysQtIVIJMK//vUvPv74YyZMmEBGDQdOaDor3LPPPsuLL77I7Nmzsdvt/OxnP+Oiiy7i2GOPbZNcQrm3EzV3M6aF5d4ORLRkPcBIHN7o4f0/b0RfUtyp36zu/rjVbbUS4AvQLl2F2poJk1Ys1xtlI1a9le+2/NCKL+w6OB01Q9B2vyh1HZXyVZgwsGnTJsaPHw/Atm3bEsoaii1fk3POOYdzzjkHj8fDa6+9xn//+19OOOEEBgwYwEUXXcTdd9/dKrmEcm8nEpS7mK4SpAiqplIZraRv79Y71HUFair37hilrqOm0SVxr2tzhrhqbDYbl112GZdddhnfffcdF154Iffdd1+rlbtYc28nxD53QSrijngIRcLMPP3kZIuSVJwJ0/LCY16QegQCAV555RXmzJnD+PHjKSsr45Zbbml1f8JybyuHi4m88AKyqmIkFls+LZR7cTG88HzaecoDUFyM45X/xHcnpAuV2bD1bDr1kdod8WDPtHHMiCGt7iPbaWNO0Qlp52FeU+5ub7lTtS9dkHJ8+OGHvPjiiyxevBhFUTjvvPP46KOPmDp1apv6Fcq9PahSkGbSSLlDeir2KuQ0U+xA7A7byfrRr/oZN3pks9b+GkKW5bRT7JAot8MuLHdBanLOOefwk5/8hOeee46ZM2ei1+vbpV+h3NuK04lu8mSiX32FqeQIEFPumqa16Yba4TidMPlE+OpLKC9PtjQtw+nENeVEMlZ9jlKRPrIbKqDHWjg4DkKOzvnOkBRixLCmo2Q1RrnLyzcbtzNh1GCcdmvTDVKEBLkTHOq6n3KX1djR3qTwHS5tKC4ublMM+YZIv8fxVENvQMrKAr0BU9UvXSNmwac0BgNkZcVe0w2DgagzC02fXrLrwmCqiL12FhE1gtPpaFsfkSgVLh+RSHrNltSU21lrK1x3o6PCzwrl3nZsNhs7duzgzjvv5IILLuDw4cMAvP/++2zevLnV/QrLvR0xI1EdbLkSMCVVGoEAQpEwmbb0sbY7isQ19+5nuQs6lu3bt/PJJ59w+PDhOoFomvJ2X758OWeeeSYnnngin332Gb/73e/Iy8tj/fr1/POf/+S1115rlUxCubcjNZV5JeBMliACQRWSJKGlsW9Fe9Hd19wlOiiinHDS4x//+AdXXXUVOTk5FBQUJCzHSpLUpHJfuHAhDz74IDfddFPC9Pz06dP561//2mq5hHJvR2qG+E8bpzpBl8aoGCjthtPQtTEaDVjMJvyVAZH2VdCuPPjgg/zud79jwYIFrWq/ceNGXnzxxTrn8/LyOHLkSKvlEmvubcXtIvrtt+B2Ya4ZgjbVn2hdLvj2m9hruuFyYV7/DTpPekUaC1mhZGTstbNQJIVDxSVt6iMjw8QxQ/uSkZFeC0215XZUTc13xwh1OrVjDrHmDuXl5Zx//vmtbu9wODh48GCd82vXrqVnz9YHn2qRcr/gggswm81IkoQkSdhsNu6///54eUVFBaNGjUKWZSRJomfPnmzatCmhjzvuuAODwYDBYKgzXbFgwQKsVmu8f5PJxLhx41p9cZ1CIIC2eTMEAnWm5VOaQACq5E47AgHM329EDqT8KCcQNUPZkNhrZ5FBBu9+8CmhUOu9+CwmI8MG9cZiMjZdOYWoLXe1U115eQVaB4RiTWVE4piO4/zzz+ejj1qfPvvnP/85CxYs4NChQ0iShKqqfPnll8yfP59LLml9PogWTcsPGjSIhQsXMnnyZFRV5f777+eee+5hzJgxzJ49mxNPPJGtW7fy2GOPkZ+fz1VXXcXkyZNxu2NPym63m0ceeYSHHnoIVVW58847ufXWW7FarTz22GM8+uijzJw5k2uuuQZZlvn000955513Wn1xnYLJhDRwINqOHZj9lVQvQqW8yjSZYOBA2LEj/RS8yUTlsIEYd/2QVgpeVwn2veDq3XkKPlvvZFPF92z9YSejRrQul7w/EGTPvsP06ZWXVgq+ttzVTnXBYIjKygAWSyc+ZQm6LIMGDeKuu+5i5cqVjBo1qs4+9euuu67R9g899BBXX301vXv3JhqNMmLECKLRKPPmzePOO+9stVwtUu4PPPBAwueioiJkWeaNN95g3LhxfPfdd9x0003cfPPNAGRlZXHWWWfxf//3f/zqV7+KK/nZs2cDcNddd+F2u7Farbz44os4HA7efffdhP4ffvjhVl9cp5BpRzd+PJGSI5gqjyqalM8MZ7fD+Alw5Ej6KXe7ncoxE1COHE4r5W7wQu5mqHRCZSfplbAWASA3O6vVffh8ATZt/ZFsZ2ZaKffactfeDtedlLusxabR2xsRWx6efvpprFYry5cvZ/ny5QllkiQ1qdwNBgP/+Mc/uOuuu9i0aRNer5dx48YxePDgNsnVaoe6UCjE/Pnz0TSNuXPn8uqrrwKJTykzZ85Ep9Pxzjvv8Ktf/YpevXoxZcoUhg0bBsCZZ55JYWEhAPn5+axfv5433niDc845py3XlDSEQ50g1fBFfWQ5HRTktyYNXdfCaU/cDtezZ48kSiPoKuzatatd+unTpw99+vRpl76gFcr99ddf57zzzot/vvfee5k1axZXX301AH379k2obzKZEpwFPvnkE/bs2YOiKHHFDvDcc89xzDHHMHfuXHQ6HYWFhcyYMYNFixaRmdnM3Mu5eVAzTGYwEHMYk2XIqefmdrgqXWhWFii1Qv65XTGL1mIBa63oQeHQ0ahuWVmg10NWFhY08qMqJSUlVKoqOBxgrGXpeDzg98emxWvcbACIRKC0NPY+P7+uvKWlsTqZmWCuZXX4fOD1xoLSOGttwlNVKKlyqsrNjY1HVnaV3NmxawmFwGqFWrmIqawEtxsUBbKz68pUXDWG2dmxOjVx1RjD2hGYgkGoqIjJklvP36a6X6ezbqCdqjFVDQbCuYnjJEUiKOWxMaxdBqArPYKsRolk2tGMiQ5ikt+H4vOiGgxE7YljKKkqSmlsDE2lINWygoJ2UA2geEFf68kuYoKwDYiAHAJjjaB6mgSBnKrLKgc5UqtfG6gmUPxgzU4cw0goTMATABmszroRrrylHvyqnxOOm0BJaaLjZEaGCYvJiD8QxOdLnLlRFB1OuxVVVSkt91Du8hAKRyh3eQBw2m0oiozL7SMUThTYYjaSYTERCIbweBMHQpZlsqvkrC0PgN2egUFRcHv9BIOJPgImox6b1UIoFMHl8SU2lCA3K/a/VFruRlVj5mS13KFQTEZHlpP8qv+rAweKyc/Pw2DQY7fbiEQilJfXdbTLzY3NeJSXu+oE8bHZLJhMJvz+AD6fv9YYKjidmbExLK2o06/TmYmiKFRUeAiHE681Go3Uqd9WZE1CTlqK5u5DtS9HU9FJb7rppmb32VQ++IZosXIvKiri448/5uDBgzz55JPcd999LXZ6q+/pJC8vj8OHD7Ns2TKeffZZVq5cybPPPstLL73E3r17ycnJabJfZcZ0lBqKQN1/AHXZUsjMRCk6vU79yH/+A4DuxJOQHImKNrp6NdqWLciDBiGPGZNQph0pJfr+e2AwoEyejJSVhTJ5MpmhEGcCr7zyCpV+P0ycCHm1FMzGjbBuLfTpAxNPSCzzuGHx4tj7004DqZa/43vvQekRGD8eetcawx+2w4oVkJcHp0xPLAsG4ZWXY+9PmR5TjtUR6iZPjn3vvn0wahQMqjUVtHcPfPop2B1welFimabC88/H3k+ZArZaD2GrVsK2bTBkaKzvmhwuhg8/jD3k1O4X4OWXYg8ckyZBdq2/fdWTcrhHT0KDhiUUye4KHO8tBsAz48w63Wa+/yayq5zKcccR7tErocy4fQvKNysJF/TEN3laYr+VfhxvvgJArxV1o8ztnQT+AsjZEltXr4m7Jxw8HoweMLqhxzpQq54lVR1snxV7X/g1GBJ1BAfGg6cvOH+APicPT+z3sJttn2/BYDYyrFYZwLdvrCFAkDHjxrJ85caEsmOG9mXYoN7s2XeYTVt/TChz2DM49aRxqKrK8pUbCYVjCnXNhh8w6BWKpo3HZrWw7ruddZT0oP6FjB0xgEMlZaxZn5hD3mI2MnP6cQB8sXoz0WjiE9K0E0aRm23nu20/su9gaUJZn555HD92CKUVHr5cnRi1S1F0zCmaBMCKb7cQCIQA4nKXVrjp2SMbpzObM8+M/SZ27jyE2x0iPz+bKVPG4/VWsnz5N3XG8LzzTgPg668346n1UDF69BCGDOnLrl37+P77ROvN6cxkxoyJhMORevudOXMKiqKwdu2WOsq/V6+8OvXbiqR1UPhZMS0PxIzTxx57jO3btwMwZMgQbrnlFi6++OJ6669du7ZZ/bYlhHmLlbvVamXGjBkAXHTRRWRlZbFgwQJ+9atfAfDjjz8mWO+BQIAePZo//TV9+nSmT48pp88++4xp06Zx66238q9//avJtpGly9DVttwB3G4iHzbszRj98ov6LXdA/eEH1EPFiWXh2M2DUIjIZ8vRjRlLdP06cHv4KBolEAjEpuVXrarfcgfYs6fuNrRIjSf2JUvqCuqqiL1++y18/31ima/qxnP4MHz0YWJZzSAmnyyLWcs2G4wdF3vQqAp3yMaNsHNnYttqPwJXRd1+a/L55/Vb7gDbtsLBA4llwaoAvYFA/f2GqsZ4xYq6lrtOhy7LjuHH3Rh/TLypSjXG0Lb0/TrdylXb58xrV2P6LlHhSf7YGOoP7a/TVqoxhvsm1W+5AxwZBq7EySsiVRME/qyYoj8yHMJV2+FqGlMHjq/fcgcoHwT7P038m0eqPOBDlUG21CoDUFUVGZn9e3/ksp+fnVBWvT2sT688sp2JD2WKogNilva0E0bh9vj57oc9jBjUh0ybBbMp1nbsiAH1Wu4ABblZTDsh8YGuZvKZk44bWUdeuz02azRiSF8G9i1MKDMZY/+f2Q5bnX5rurZMGj8sbrlXy52f44j1n2Hi/fdjf9dRo65h2rQJGAyxfq1WM9OmTagjUzXHHz+yXssdoH//XuTlJfo0KFX/C3q9Um+/BkOsfNy4YZ1iuQs6jj/96U/cddddXHPNNZx44okAfPHFF1x55ZUcOXKEG2+8sU6b9soB3xhtDmKjaRrhcJjzzz+f+fPn89e//pXHHnsMiMXGjUaj/OQnP2lV3yeddBIAnmqF2BQlh6G+Jx1VPToFXx9lZQ2X+f2xoyF++IHoD0ctFE8kikrVmntjwTICgcYd2Yobkdftjh31EQo13rZ6er64GH5ItKzwemNHfUQijfdbWtpwWWNjqKqN99tAUhv7h/sablOFvqThfhW3C6h/j78cCiE30jZQz+pENRFr7KiPUA7snNlw22AjIQ0jltg0e72oDZdlyU6ee/E1zpt1OlMmH1en3GIyNugkJ8syudl2crPtDOxX9wHdnplRT6sYJqMBk7Hh2P+52fYGyzKtFmhgDA0GpdG2NR9Uasud5bRRXPVb83jc8Sl3iCnjmp9r43Q2/J0WiwmLpf4YALIsN9qvw1F3OcXtbub9rgVU70tvb8REP/zlL3/hb3/7W8K2tVmzZjFy5EjuvffeepV7Z9Ai5T5p0iTmzZvHuHHjKC4u5g9/+AMVFRUsWLCAPn36MGLECB5//HF69OhBXl4eV111FVarNW7VN8bJJ5+M3+9n3rx5jB8/nv3798f3wf/yl79s3dV1FrIct45NgIc0cairIXe6oco6UKPpFYVJrTo6MfVrT1MhR6KlvPy/d+tV7s1BVdXYLECapX6tLbeILy/oCA4ePMjkyZPrnJ88eXK9wWk6ixb9p5aWlnLjjTcyZcoUzj//fLZu3crDDz/MwoULAfjyyy8ZPnw48+fP5+KLL8Zms/Hll182q+9Zs2Zx4MAB5s+fz7Rp07jooouoqKjgySefjK+TpSR5+SgXXhhfW692c4sA4VQOlJGfDxdeVL/jXqqTn0/FTy8mWo/DXCpjLoWhb8deOwtJkrBJVlZ/s6HVfZSWe1j84UpKy9vfouxIasvdndO+SlUOde19CGL73F955ZU6519++eU2b2drCy2y3Ldt29ZoucPhYOPGjY3WaYibbrqpRR6EqYrpaGI4KgF9Y5UFgk6gUgoyZdSxyRYj6Thq7HPvbspdFg51HcZ9993Hz372Mz777LP4mvuXX37J0qVL61X6nUX6zLGlCeYaq1BpMTUv6PKE1RCBQBB/Zff+RYppeUFHcO6557Jq1SpycnJYvHgxixcvJicnh6+//jqpMVuEcm9nRCAbQaqRr+Tz3oef8tNLrk22KEklw2JGr49NVpZ3s0x5kiohd8DRkS51s2bNok+fPphMJnr06MHFF1/MgQOJu242bNjAlClTMJlM9O7dm0cffbROP6+++irDhg3DZDIxatQo3nvvvYRyTdO4++676dGjB2azmVNPPTW+pa25TJgwgeeff55vvvmGb775hueffz7peVGEcm9nTDUzwyVPDIEgTqGpgEJjARs2bUm2KElFkqS49d7dLHeZDkoc04HT8qeccgqvvPIKW7du5fXXX2fHjh0JAdTcbjenn346ffv25ZtvvuGxxx7j3nvv5emnn47X+eqrr7jgggu4/PLLWbt2LXPmzGHOnDkJCc0effRRnnjiCZ566ilWrVpFRkYGRUVFBBrZzeSusVvJ7XY3eiQLSesC6ZHcbjd2u52bdTLGNmz6bxWyHIvA5veDqrJWVXm/ap/tLElivJyiTie15E4rZJlspxnZ70PuZNnf3X1v6xtHQAlU7XtvxSbUsqF19+03lw2+zfTpX8CXS15tcdtIRKUyEMBsMqEo6WMP1Cf3CdPnsvWHXVitGezduy65AjaA2+2hb9/xuFyu5kfnbIRBgwbx4IMGTjih7X3V5vzzv+PGG59i3rx57d53bd566y3mzJlDMBhEr9fzt7/9jTvuuINDhw5hqIqFsXDhQhYvXsyWLbEH2Z/97Gf4fL6EBGQnnHACY8eO5amnnkLTNAoLC7n55puZP38+AC6Xi/z8fJ555hl+/vOf1yuLTqfj4MGD5OXlxbOg1kbTNCRJIhqN1tNDx9Pmfe7dHlVN2Btu4qhHXUpb7rXkTitUFcWbXp7bACgN74HvaDIlGzt27cHl9mDPrLu3ujEURcZmtXSQZB1HfXJX53T3en2EQqG4UujqSGoHOdQB4XC4joVqNBox1g7g1QbKysp44YUXmDx5cjzr2ooVK5g6dWrC37CoqIhHHnmE8vJynE4nK1asqOOoXVRUxOKqSKC7du3i0KFDnHrqqfFyu93OxIkTWbFiRYPKfdmyZWRlxeIXdEZAmtaQPo/hqYrdju7U0+Jx4hNzuqfwpIjdDqedXje+fTpgt+M+pYhIZnrJbnBBry9ir51ND1MBwVCID5d+3uK2LreP5Ss34nL7mq6cQtQntzPBYz55U6Zdibfeegu73Z5wtFc2zwULFpCRkUF2djZ79uzhzTffjJcdOnQoniugmurPhw4darROzfKa7eqrUx/Tpk2LRyHs378/U6dOZdq0aQnH1KlT6d+/f2suu10Qyr2tGE1IPQqgKgmJOV3W3E0mKCiIvaYbJhOR/B51Er+kOroQZJTEXjsbo2zAZrCy/ItVLW4bCkcoKXXVCTWb6tQnt8OemPa1uxDbCtcRDnUxxzeXy5Vw3HbbbfXKsXDhQiRJavSonlIHuOWWW1i7di0fffQROp2OSy65hFRbSe7fvz8l1ZE/a1BWVpZU5S6m5dsZ4S0vSFWskpVPP1+ZbDGSSnfdDtdh0/Ia6PX6ZvsG3HzzzVx66aWN1hkwYED8fU5ODjk5OQwZMoThw4fTu3dvVq5cyaRJkygoKIiHE66m+nNBQUH8tb46Ncurz9XMgVJcXMzYsWObdU3Va+u18Xq9mJJoPAnl3s4kTMun1gOmoJtjko3sLWk6Jn9Xpua0fHey3FOF3NxccutL8dwM1Crn2WBV0qlJkyZxxx13EA6H4+vwS5YsYejQoTir0l5PmjSJpUuXcsMNN8T7WbJkCZMmxbII9u/fn4KCApYuXRpX5m63m1WrVnHVVVc1Kk/1Wr4kSdx1111YLEf9O6LRKKtWrWr2A0JHIJR7O2MgttYRTx4j6BDCKpSFZQh27srSorMfanXbUlsua4afzs9e/YhsT91pvKb4ZcbZTVdqBL0WRg3swV9ZicVsbrpBF8RRw3J3ubrPmrusHZ1GTwdWrVrF6tWrOemkk3A6nezYsYO77rqLgQMHxhXzvHnzuO+++7j88stZsGABmzZtYtGiRTz++OPxfq6//nqmTZvGH//4R8466yxeeukl1qxZE98uJ0kSN9xwAw8++CCDBw+mf//+3HXXXRQWFjJnzpxGZaxO26ppGhs3bkxw7DMYDIwZMybugZ8MhHJvK14P6nffQZX3tiRJmAA/0EjOt+Tj8cB33x1NQZtOpKns5qCPvoe2YA4mxzHNYcpFrdB4850lXHD+rGa3s5iNDOpfGE/nmi7UJ7ew3NMDi8XC//73P+655x58Ph89evTgjDPO4M4774x74dvtdj766COuvvpqJkyYQE5ODnfffTdXXHFFvJ/Jkyfz4osvcuedd3L77bczePBgFi9ezDHHHBOvc+utt+Lz+bjiiiuoqKjgpJNO4oMPPmhySr3aS/6yyy5j0aJF7bJtsT0Ryr2t+P2o33yTcMpMTLmntOXu98M3a5ItRetIU9ktIT/D9nzTdMUOwqxYyTYX8I9nX2mRcs+wmBg7YkDTFVOM+uQWa+7t3G8HLT2OGjWKZcuWNVlv9OjRfP554ztAzj//fM4///wGyyVJ4v777+f+++9vsZwA//73v1vVrqMRyr2tGAzQqzfs2xvLpc5Rp7ogENU0dJ0dWKc5GAzQuzfsPSp32pCmsocUAyWOnuRW7McQSY7c+ZZ+rN2wkp279zCgX59mtQkEQxwqKaMgN6vRHO2pRn1yd1fl3lGJYwQx1qxZwyuvvMKePXsI1bon/e9//0uKTGIrXFtxOFFOnAwOZ/xUzRC0KTs173TC5BNjr+lGmsruMdvZNGAyHnPy9uc7jLnoZB0vvf5O05Wr8HgrWbP+BzzelJ6LqkN9cju76VY4Qcfx0ksvMXnyZL7//nveeOMNwuEwmzdvZtmyZdiTGEdEKPcOwCQywwlSFL1soDBjIE/87VkOHDqcbHE6nW6b012VkDriEDuCeOihh3j88cd5++23MRgMLFq0iC1btvDTn/6UPn2aNzvWEQjl3gGIve6CVKaPbRhoMg888pdki9LpZGZa43uSu9O0vKDj2LFjB2eddRYQ85L3+XxIksSNN96YkMSmsxHKvQMQmeEEqYwi6+mdMYyX//cu23fsTrY4nYosy/HY+t1pWr56zb29DwE4nU48VTt3evbsGc84V1FRgd/vT5pcQrm3lWgEzeuD6NEQlwmWe6pOW0Ui4PPFXtONNJVdUVXMIR9KCmThK7D0RdM0Vq5e22RdWZaxmI3IcnrdLhqSuzumfZXUjjlSOX1GZzF16lSWLFkCxDzzr7/+en79619zwQUXMGPGjKTJJbzl20ppKdE3Er0h02JavrQU/vd6sqVoHWkqu91XytR1i5MtBgA6WSHT5OTrb9Zz8c/PabRuttPGzOnHdZJk7UdDcjsdmez6MRbERlXVtHtoEaQWf/3rX+O53++44w70ej1fffUV5557LnfeeWfS5BLKvQNITPuqASm4FU7Q7bErubz02jtMO2ki580+M9nidBrVlrumabjdnoSodV0VqYO2wok7G/HUrxCbLVq4cGESpTmKeGRtK7m56C6YBzXiJadFZrjcXJiXKHfakKayl1tz+fjYn1FuTQ25+9lHkmPqxa+vvZ0XXnmzwXolpS7e+OArSkrTaxq7Ibkd3TBKnZiW7zhOPfVUnnnmmTo57ZONUO5tRZKRFB1IR4cyMad7iiLLoFNir+lGmsquShCVFVIlxLcsyQxxTKAgox/z73iY3T82nFQmGk2+n0BrqE/u7hrIRtAxjBw5kttuu42CggLOP/983nzzTcLhcLLFEsq9I0gLhzqBgFjozYH20cianqvn3xvPvNWVSYwv3z2UuyS85TuMRYsWsX//fhYvXkxGRgaXXHIJ+fn5XHHFFSxfvjxpcgnl3gHUTK+Rspa7QFCFIusZlDmOr1Z9w7+efy3Z4nQ4TntNy70ieYIIugyyLHP66afzzDPPUFxczN///ne+/vprpk+fnjyZkvbNXRi5KjMcCOUuSA+cpjx6ZPTnvoefwOVKr2x7LaVbWu4dtOYuItQlcujQIZ566ikeeeQRNmzYwHHHJW+XiVDubaWslMiHH0FZacLplFfupaXw0Yex13QjTWW3+8o59vuPsPvKky1KvfTNHE5lZYB/PPtSwnm7PYNpJ4zCbs9IkmStoyG5HQkhaCs6WarkIGkd5FAnwO128+9//5vTTjuN3r1787e//Y1Zs2axfft2Vq5cmTS5xFa4thKJwOHiOqfNQAWxxDGqpiGnWma4SASK68qdFqSp7IoaIdtTkmwxGsSoM5Nv7sdf//4ffvPLedisMaVoUBRys9Nvu1hDcjsSksd0D8td0HHk5+fjdDr52c9+xsMPP8yxxx6bbJEAYbm3HZsNecpUsNkSTleHoNWIpX5NOWw2mDqtjtxpQZrK7jXZWDfoJLym1JW7j20IXp+ffz73Svyc2+tn5bff4/YmL5Rma2hIbjEtL7bCtSdvvfUW+/bt4/HHH08ZxQ5CubcdswW5X18wWxJPp3pmOIsF+vaNvaYbaSp7UG+iOKsvQb2p6cpJwqhYyDP35YmnniUQiD2WBoNh9h0sJRhM/vaeltCQ3Ilb4So6WSpBV+O0005DVVU+/vhj/v73v8fjzB84cACv15s0uYRy7yDSYq+7QFAPvW2DKa9w8cbbHyZblA6hW07LqxpStP0PAfz444+MGjWK2bNnc/XVV1NSElt6e+SRR5g/f37S5BLKvYOoudc9kDQpBIKWY1asZFt68Ld//hdN63o3cINBjzUjNuvjcnUP5S685TuO66+/nmOPPZby8nLM5qN3/nPOOYelS5cmTS7hUNdBmI+Gl48FskkxfzqBoDF6mPuz8buvWLN2I/369k22OO2Ow5GJ1+fvPpa7oMP4/PPP+eqrrzAYDAnn+/Xrx/79+5MklbDc247fh7pzJ/h9CadTflre54OdO2Ov6Uaaym4KVVJ4ZCemUEr+IhLIMhWQYbTx9DMvYTLq6dMzD5NRn2yxWkRjctdM+9oVZydqI7bCdRyqqhKNRuuc37dvH7YkOv0K5d5WvF7UL7+EWo4TKe9Q5/XCl1/UkTstSFPZM4JeRu1cQUYw9eWWJIl8Uz8Wv/0Rbo+H48cOwWZNLwdGm9XSoNzVUerC4TA+X3rtAhCkFqeffjp//vOf458lScLr9XLPPfcwc+bMpMkllHtbURQoLIy91sCUkBkuBS2DBuROC9JU9pCsUGLvQUhOD7l7ZPRDLxv57Y13s//QEUKhSLJFahGhUISDh8vrlbu7bYeTVK1DjlS8tXU2f/zjH/nyyy8ZMWIEgUCAefPmxafkH3nkkaTJJZR7W8nKRpkxA7KyE06n/LR8djbMODX2mm6kqeyeDCffDp2OJ8OZbFGahSIbGGyfwLYde3j17U9xedJrGcTl8fHl6s31yt3totRpgKq1/yGgV69erF+/nttvv50bb7yRcePG8fvf/561a9eSl5eXNLnSw4RIQ0RmOEFXwGnKQzKE+HHvfjZu3sL0qROTLVK74LAfXQvtDpa7oGNRFIWLLroo2WIkIJR7B5HylrtA0EwKMwagk3Tc8/ATHDvu72TarMkWqc10u0A2agftS+8Gzoj18dZbbzW77qxZszpQkoYRyr2DUCQJPRBGKHdBeiMhY5bNlJWV88/nXuHGq3+ZbJHaTHdbcxe0L3PmzGlWPUmS6vWk7wzEmntb0VS0UBi0uvtCqqfmU1K5qyqEw7HXdCNNZZc1UKJh5DQzdjQ0tIhKppzJE089i8+fkr/oukigKLp6Y0wkWu7dQLmrHXR0U1RVbdaRLMUOwnJvOyUlRF9+qd4iE+Amptw1TUNKpcxwJSXw0n/b1IWSrPBURw7T460XYu87eXdW4fis1rclykjtYxgC0PJ+jOGxrf7uthAF1r71DpaoGZfHw7Mvvs5vf5Va64v1kZtlZ07RpHrLnAkOdV1fuUsdNC0vItSlLsJy70DMVbo8Smx6XiBIZ0w6I7n6HB7989McOHQ42eK0CUeNafnuoNwF7c/MmTMTwhf//ve/T9h5UVpayogRI5IgWQyh3NtKdja6c8+rd1tWSjvVZefAeefHXtMMNTuHI2f/lFBWbrJFaRElsoM37KdRIjuSLUqLMFtVxswcR4Yzg77m3oQqw/zq6oVJnXJsDqXlbt5Z+jWl5e46Zd3Roa5Djm5suX/44YcEg0cTej/00EOUlZXFP0ciEbZu3ZoM0QCh3NuOTkGymEFXd4UjpaPUKTowm2Ov6YZOR9RsAV16/XxVWUelbEaV02vMJQn0Zj2SLKOX9Qww9mflmnU8tugfyRatUVRVIxAIodazH7u7OdRJKiIrXDtTO2xxqoUxTq+7Y5qR0pa7QNBK7PpMehl78uiip9n4XfIsk7ZgNpkwGmOJPrqDchd0P4Ry70DMCSFoBYKuQy9TIWbFxJ/++s9ki9IqJEnCWZXXvVtMy2sdNS2fWtZqZyJJUh0n6VRymhbe8h1IguUu0r4KuhCSJJGjy+bDjz8nHA6j16dXxjgAhz2TQ4ePCIc6QavQNI1LL70Uo9EIQCAQ4MorryQjIwMgYT0+GQjl3lYqyol8/jlUlNcpiq25x55sU85yLy+Hzz+LvaYbFeVkrliO4kov2e0RF5O9a7BH0kuZBCphx6of8LsTs6fZ9Zns8exj/aYtHDtuVJKka5hMm5njxw0h02aut7w6vrzfX0kgEMRkMnameJ1LVIsd7U33Ndz5xS9+kfC5vvCzl1xySWeJUweh3NtKKAS7d9dblLjmnmKmeyNypzpyKIR5765ki9FiTEToFz6QbDFajBqRce8rq3M+Q5eBolNYtWZdSip3o8FAn8KGE3c4a22HKyhIXpKPDkftIOXejfn3v/+dbBEaRay5txWrFfn448FaN952Sq+5W63QgNypjmq14h53AhFLesnukS2sNo/CI6dXXnTFoNJnbF8MFkPCeVmSsShmftj5Y5Ikaxyvv5K1m3bgbSCiXreLUifoVrRIuV9wwQWYzea4I4HNZuP+++8HYMeOHYwePRqDwYAkSSiKwpgxY9izZ09CH3fccQcGgwGDwcDdd9+dULZgwQKsVmu8f5PJxLhx49p4iR2MJQN56FCwZNQpqjkZGEi1h+aMDBg6LPaablgyqBw8DDXNZPfLZrab+uOX658mTlUMRsgbmI/BXHfaWq/q2bFrTz2tkk9lZYgdPx6ksjJUb3nidriKTpIqSagcnZpvzyPV7muCOC2alh80aBALFy5k8uTJqKrK/fffzz333MOYMWNQVZXS0lIWLFjAKaecwtq1a7ntttuYPHky+/btA8DtdvPII4/w0EMPoaoqd955J7feeitWq5XHHnuMRx99lJkzZ3LNNdcgyzKffvop77zzTodceGcgtsIJujomnZHtP+xOthitIjGne91ANwJBOtMi5f7AAw8kfC4qKkKWZd544w2eeeYZzjnnnHjZ9OnT2b9/P48//jiBQACTyYTbHfsHmj17NgB33XUXbrcbq9XKiy++iMPh4N13303o/+GHH271xSUbPaAjFn5WKHdBV8Qkm9hZsjstHdIS19wrkidIZ6CqEO2ATC/deCtcqtPqNfdQKMR1112HpmnMnTu33jqlpaXx6XWAXr16MWXKFIYNG8awYcM47bTTKCwsBCA/Px+Xy8Ubb7zRWpFSDkmS4ta7UO6CrogiKWiahsfrS7YoLcZp70Zr7h0VflaQsrTYW/7111/nvPPOi3++9957601Gv3XrVl544QUmTUrMyvTJJ5+wZ88eFEWJK3aA5557jmOOOYa5c+ei0+koLCxkxowZLFq0iMzMzNrd109uHsg1nleCAXC5Yudy6olDfrg49pqVBUqtfbpuFwQCYLGA1ZZYFg4d3UJmtaKWVyQ6ph0piT0pOxz01Cm4qBponQweD/j9YDJBjZsLAJEIlJbG3ufn15W3tDRWJzMzFjq2Jj4feL1gMIDTmVimqrEscAC5ubHxsFqhokru8vKY97zVWncNvrIS3G5QlDrx81U05KoxVLOz64bgdbuQAwHU+sYwFESuqEBt5G8jA6rTCfpERy5VljAc3AeqRii31jhFIhjKY2NYpwxQSo8gq1EimXZUoymhTPb5UPxeVIOBiL3WGEZVDGWxMSzROVGlxOdiZ8SFgQhu2UJlrTV1sxogU/Uhq2EyIy48khmUqrHUVPKjsd9SqWwnIieOoT3iwUQIr2zCYku0vCIRCFXKgIql1vAC+D0AMiaLSu2It6EARMIyil7FkDgMqFEI+I/2q0puSkvLwKxhzbbhLfeACiabCQsWejp6oiFTUurCYjaSYTERCIbweBMfaWVZJtsZE7SktK4ytdszMCgKbq+fYDAx1ZLJqMdmtRAKRXB5aj1ISLEMcBCLJ18dbtbt82OzmaheGPb6KxPW340mC3a7HZfLRXl5BSUldXcE5ObGsveVl7uIRBJj6dtsFkwmE35/AJ8vcZugoig4nZlVy5UVdfp1OjNRFIWKCg/hcOK1RqOROvUFgpbSYuVeVFTExx9/zMGDB3nyySe57777GDduXIKC37dvHxMmTMDpdLJkyZI6ffTp06fOuby8PA4fPsyyZct49tlnWblyJc8++ywvvfQSe/fuJSen6QQnyozpKIajikDdfwB12VLIzEQpOr1O/ch//gOA7sSTkByJija6ejXali3IgwYhjxmTUKYdKSX6/ntgMKCcOBkAueoVIPL66+D3o5s4kVNy86gOZaAB0saNsG4t9OkDE09IFMjjhsWLY+9POw1qKRDeew9Kj8D48dC71hj+sB1WrIC8PDhlemJZMAivvBx7f8p0MNaYPp18InyyDPbtg1GjYNDgxLZ798Cnn4LdAacXJY6DpsILsTHUTpqKVushTF65ArZvgyHDUEclbpWSDhfDhx+AyYRadAa1kV/+L4RCaCdMRqv1t5fXr8P5+cf4Bg/HO25iQpniriD7g8UAlJ9yZp1+sz58E9lVjmfMcYR69EooM2/fQubalQTze+KeNC2hTFfpJ+ftVwD41HYCYSnxYfBkzwoKIyVsMg1lt7F3Qlmf4H5O8n+DKutxK3a+to4/2q8W5WcVsaWoL6zH4dMletJP9H3LwNA+thoH0n9UoqXkc8HuzWAwUacMYPNKCVQoHKxhrvXMVvyjxJH94MiD/L6JbSt9sHM9uPx7KBxdrdD0FE7ojU1nZeOHGwj5gvQZ249B2UZkg8RnqzYBMKh/IWNHDOBQSRlr1v+Q0K/FbGTm9ONi17p6M9Fa08TTThhFbrad77b9yL6DpYlj2DOP48cOobTCw5erNyeUKYountp1xbdbCAQSHegqg7HP23ceYMePB+PnvT4/xx13HB9//DFut4/ly7+pM4bnnXcaAF9/vRlPrYeK0aOHMGRIX3bt2sf33yduzXQ6M5kxYyLhcKTefmfOnIKiKKxdu6WO8u/VqwO25FU71LU3wnhPWSStjdHus7KyyM/P5/vvvwfgwIEDDB06FL1ez86dO3E4HK3u+7PPPmPatGlcdtll/Otf/2qwntvtxm63c3NBAcbOttwLCmLWrs93dJqqhuW+RFHYU3X6F7KExetNDctdko7KXVbWKstdTpbl7vdRYFWQQiHU2lv5Othyn3dRQastdz969ut7YNEqUahSbC2w3H+96bLal9qhlvuB0nWUBL5Ap9PhzHSgr9STq+Tgq/DGLfe90f0MGz2APz50O0BKWe6RSAR/MESPHAcWi7mO5X7gYDGzL7gCl8vFOeecxSOPJO7egeRZ7sOHn4jL5Wr+rGUjDBo0iH+cHeXkIe2/u2TqH3dx1f3/YN68ee3et6BttDmIjaZp8R/nvn37GD58ODqdjm3btrVJsQOcdNJJAHg8nuY1KDkcU1q1UdWjirw+yupOx8Xx+2NHQ6gayuTJRD78qO53VFQQiKoUVz0/+WQJS7V8gUDsaIjiRuR1u2NHfYRCjbetVvL5+TGr/aMPY20g9nDg9dbfLhKp068sHX0ulEtLa7c4WtbIGMpN/G3k+iLo5eVTVnQGzk/ex1DScNvGyhS3C6h/nVUOhRptmxttODJepuonU63/Wj1KJqutY5nh+ZL8SN3xylZd0IDPk1UN4Pc05CIjVyny+olNsddPJCwTCddfVpg9lkLGYrGp9Bl8hC2ffo+39OgXBTwBjviO4PfnkZud+KBqMhowGQ21u4xTu35NMq0WaCCEgcGgNNo223lUGZaUuli75nsyTxiFxWLGWnXE+1LkeD7uioqKuCKvD6ez4e+0WExYLKZ6y2RZbrRfh6PuU5nb3cz7XUvoqCA2wqEuZWmRcp80aRLz5s1j3LhxFBcX84c//IGKigoWLFjAvn37GDZsGNFolDfffJMDBw5w4EAsGtewYcMwGBr+Rwc4+eST8fv9zJs3j/Hjx7N///74Pvhf/vKXrby85FPThhNOdYKuRqbOxiefrcDnryTDkl779222DGRZRlXVru9Q11HhZwUpS4uUe2lpKTfeeCPRaBRJknA4HDz88MMsXLiQP//5z/h8semyGTNmJLT7/PPP41Z4Q8yaNYs//elPzJ8/n2g0iizLZGVl8eSTT3LmmXXXTtMF09Hw8kK5C7oEmqbhVyuxyGY0QNU0vF5f2il3WZZx2DMpK6/o+kFsBN2OFin3bdu2NVh2ww03cMMNN7RakJtuuombbrqp1e1TlQTLPcXCywsErcEfrWS9ZyMWnZkR1mEcCB3kv6+9zQ2/vazpximG01Gt3Lu25a6pGlqH7HNv/y4F7YNIHNPBiCh1gq6Gvsrpzx+tREJC0zQMhvRL+QpH48u73R6i0Sg6na6JFmlKh625t3+XgvZBKPe2crg4vqWuPhLTvqaQ6V5cDP95LtlStAr5cDH5rzyTbDFaTH6klHnlbyVbjBbj98isef3r+GeDfNR/pjxcQVSNMn3qpPqaJpXcbDvnndX4cqCjRpQ6l8tNVpazkdoCQfogssJ1MCmdGU4gaCVDLIOQkPjBv5Msp4PBA/slW6RW0V0yw8Wm5TvgEKZ7yiKUe1vJykJ39qzYXvl6SNlp+awsmDW7QblTGTUri9Iz5hByZjddOYUole28k3kKpXLD26pSEVOGysjTRmFxHA2wk6FkxG/s1135i5Sczi6v8PDh8m8pr2h4a5nT3o0ywwm6FUK5txVFH4tuVzsIThUJyj2VHnL1+lgQHX0arpUqeiKZjlhgnTQiIiu4dbY6gWpSHVkGc6YZuYYCN+tMTLCPw6Izs/jtj5IoXcNEoioer59II45k3cVyj22FU9v/SKV7miCB9LrLpCEpa7kLBG0krIbxRysxNxDAJR1wdBfLvWpavt0Ryj1lEZZ7ByNJUnw7nFDugq6EUTZgVszs2LmHaDTadIMUxJGQ9rULW+6CbodQ7p2ASPsq6IroZT0DTH05fKSUbT/sTrY4raLbTMtXb4Vr70OEn01ZhHJvK24X0dWrY4lmGqDacg8Qi+aVErhcsPrr2Gu64XZhXbsKXSNjnorYIh7G+zdii3RA7PAOJFgJe9b/SMBT9/G0+tesKKnnUGfLMDN6RH9sGQ1HznM6usm0vKDbIdbc20oggLZlS6NVaoagDZIYtS5pBALQhNypihwIkLH9+2SL0WIshBgW3NV0xRQjGpE5vKtuIh1/tJJd/h/JcjoY2L9uGudkYzIZGNK/Z6N1uovl3mER6gQpi1DubcVi4bxHpjPIWoxVCdVbZfdfd7Hzy1gmsV89NJSBecZ667WKytatdXpVAz8EezDIeBCrXL/cTeFevr9V7dqKXzaxr88wBoX3kkEjmfU6gHvundr6xn4ZeZcVtb8XLC2/0QZHrmv9d7cBxSTTY3hPjuwqIVyVK90d8bDJ8x0Ad1xzFbKcepOAfn+AXfuK6d8rv8Gsbc5usuZevS+9/Ttu/y4F7UPq/UemG1Yb69y98UQaVtjOjKPPUGW+1HA88kTNrAv0wxNNiXmEFuHTZ7DRMASvnGayexWUzZngTa9naqPZQM8RPTFmxH7jQTUYV+wAi99ZwsbNW5MlXoP4KoN8v30vvspgg3USveW7rnIXdD+Ecu8EsqxH1yPLfJEkSiIQtA1N0+KK3SAbGGjpz6YN27h2/r3JFayVKIqCzRZLHt+VLXfhUNf9EMq9E8iy1rDcvalhuQsEraEi4iKoxqbmQ2oIV9gNGkTV9F3PrZ6aFw51gq5Ees0PpinOjJqWu1DugvSlLFye8NnZ28bg7D7cPv+3SZKo7TjtdvbsPUB5uQtN05CkFEnu1I5oHRTERtjtqYtQ7m0lHCLH4MUgN6y0Eyz3FFHuBilCjuLGIKXfMoGiRsiOVqCQZrLrVdSsEOjTy8qNRlR8ZT6ikSharWnYq351IZdddF6SJGscRdHhdFib3KbnsNsAiEajeDxeMjNtnSFe5yLyuXc7xLR8Wykv5ycFG8g2+Buskopr7tmKj5/Y1pKt+JItSotxhl2cGfiSbDW99ovjjBA59TA4U+M30FwCnhDff7KZSpcfi86CXlHo07MQgHsfWoTb402yhPXjtFuZceJYnHZr4/VqbIfr0uvugm6FUO7tQCCi0NiSY1YNb/nyFLHcVRUCauNypyoqEEAh7URXgaBM+gkOsj72gGpVMghHIhSdNgUAt9fLux8sS6ZoDaKqKsFQCLWJH7nD0fU95jsk3atwqEtphHJvK3n5vHTgeIpDDU/lJVruqaHci6N2XnKdSHE0vdKPApQas3kto4gS2ZlsUVrGEQOGNwvhiCHZkrSIDKeJ8bMmYM22YZZj+8UnHTeeyRMnAJCfn5tM8RqktNzD20u+prS88RmexEA2FR0slUDQOYg1907AmWC5p9eUrEBQE0VSMCgGtm7fyTuv/IODxSUUFuQlW6w20R2i1HWUQ51Yc09dhOXeCegVCZs5NtSpYrkLBK1BkiRsspWln36FJElpr9ihe8SX19QOmppP9oUJGkQo906iet1dKHdBuuNQ7Hy7fhMVFe5ki9IuJDrUdY1rEgiEcu8kqtfdy3x1txMJBOmEQ29H1TSWf7kq2aK0C45uYLmjqmjR9j+EQ13qIpR7WzlSwnmFa8g1NO60U73XPRzV8AWT7y6dq3Nxnn0Fubr0W2N0Bss5x7eUbDXNZM8KEfrJAchqXaKeZOFzBVj/7jq8VY5pRtmI1ZDBl6u+SbJkjeO025h5yrE47Y3vW+8OW+E6zls+2VcmaAih3NuKqmJVQihNjGSqRalTZLDKTcudiiioZKTjZjiFWDa4dHNjVYllg6sx3EbNyHff/5A8mZqBoshYLCaUJn7kTpE8JqUJBoOMHTsWSZJYt25dQtmGDRuYMmUKJpOJ3r178+ijj9Zp/+qrrzJs2DBMJhOjRo3ivffeSyjXNI27776bHj16YDabOfXUU9m+fXtHXlKnkIa39hTD4eD94mMoC1kareZMsSh1ZREL73vGUhZpXO5UpELJ5EPTJMqlNIskVqGgLMuFivTS7iabnmHThmPKPJqFz6wz8/3W1FbuFW4vn6zYQIW78SA73WFavqMc6jqDW2+9lcLCwjrn3W43p59+On379uWbb77hscce49577+Xpp5+O1/nqq6+44IILuPzyy1m7di1z5sxhzpw5bNq0KV7n0Ucf5YknnuCpp55i1apVZGRkUFRURCDQuemk2xuh3NuKwUhxMJOg2niIy6yM1IpSF9T0FEfsBDV9skVpMWGdnhJdFiEpvZQkIRn5iBFC6fVvp1N0WHNsKPqj462X9LhSNDJdNeFwlNIyN+Fw4w/TZpMJkzGWzlZY7qnF+++/z0cffcQf/vCHOmUvvPACoVCIf/3rX4wcOZKf//znXHfddfzpT3+K11m0aBFnnHEGt9xyC8OHD+eBBx5g/Pjx/PWvfwViVvuf//xn7rzzTmbPns3o0aN57rnnOHDgAIsXL+6sy+wQ0usuk8akYnx5gaC1aKgY9On3YNgQ1dvhuuyau6bF9rq384EG4XAYt9udcASDwTbLXFxczK9//Wv+85//YLHUnWFcsWIFU6dOxWA4GhSqqKiIrVu3Ul5eHq9z6qmnJrQrKipixYoVAOzatYtDhw4l1LHb7UycODFeJ10Ryr2TSIhSJ9K+CtIcVetayt1R5VTXVafl6SCHOk2Dt956C7vdnnA8/PDDbRJX0zQuvfRSrrzySo499th66xw6dIj8/PyEc9WfDx061GidmuU129VXJ10Ryr2TqGm5l/uFchekNyoaRmN6hdFtjGrLPRAIUlmZ3mutnc2sWbNwuVwJx2233VZv3YULFyJJUqPHli1b+Mtf/oLH42mwH0HTpNmiZQri9TAqcx82pfFpqFRbc7fpKhll+hGbrjLZorQYS9jPyNAPZKhpJrslQmSYGyzJ//u3hFBlhINbDhDyH/2Na5rK4SOl/O+tD5k7qyiJ0jWMxWxk6KBeWMzGJuvWji9vNhd0pGidjqpqqB3iAKeh1+vJzMxsuipw8803c+mllzZaZ8CAASxbtowVK1ZgNCb+7Y499lguvPBCnn32WQoKCiguLk4or/5cUFAQf62vTs3y6nM9evRIqDN27NhmXVOqIpR7W/H7meDY02S1VFtzt8ohJph3J1uMVpGhVjIuvDXZYrQcq4o6Ov0ioIUDEfZv3pdwTq3a4Hz5NQuZfdap6HSNO5QmgwyLiVFD+zWrbs0QtBUVbgoLu5ZyTxVyc3PJzW060dATTzzBgw8+GP984MABioqKePnll5k4cSIAkyZN4o477iAcDqOvWiJasmQJQ4cOxel0xussXbqUG264Id7XkiVLmDRpEgD9+/enoKCApUuXxpW52+1m1apVXHXVVe1xyUlDTMu3FZOJLZ58/JHGn5NqrrmnQtpXv6qwJdgDv5p+z3cB2cA2pQ9+0mxaOCAj/5ABgfT6t1MMMjn981AMR38rES0cf18ZaLvzVEcQCITY8eNBAoGmgwY5unhmOE2jwxzqOoI+ffpwzDHHxI8hQ4YAMHDgQHr16gXAvHnzMBgMXH755WzevJmXX36ZRYsWcdNNN8X7uf766/nggw/44x//yJYtW7j33ntZs2YN11xzDRDLlXDDDTfw4IMP8tZbb7Fx40YuueQSCgsLmTNnTsdcXCeRfnf2VCPTzsrygdj1fixKw1HqEi335E/LuqIZrPQPwW71Y5HTy0PYo7fxtXEUdtWDRU2jaG9uBeVbJ6HMMJjSR25jhoF+4wvY4q7EW+ohqkU5EiqLl0fCyf8914fHV8naTTvItFowmRp/EKwZyKZLesx30L70ZAaos9vtfPTRR1x99dVMmDCBnJwc7r77bq644op4ncmTJ/Piiy9y5513cvvttzN48GAWL17MMcccE69z66234vP5uOKKK6ioqOCkk07igw8+wGQyJeOy2g2h3DsJs0HGqJcIhjXhLS9IWzRN4zv/FqrzgY0ZOSwhCEy6InK6pzb9+vWrNyfH6NGj+fzzzxtte/7553P++ec3WC5JEvfffz/3339/m+VMJYRy70SyMhQOVoRTYs1dIGgN7ogbT8jLfbffQG62k5lFpyRbpHbB0cVD0Fbvc2//jtu/S0H7IJR7J5Jl1QnlLkhrSsNlZDsdXHPFxchyevkONEZiTveup9wF3Q+h3NtKNEKmUokiNZ3EpHrd3R9SCYRVTPrk3RwVKUqmzo8ipd+Dhqyp2FQfunRLHKPT0KwR0KWXuaOqKgFvgEAkQEn4CAsvvzItFLssy1gzzM2StatPy3fYVjiR8jVlEcq9rZSWMrdwbbOq1vaY7+FI3g0yV/EyN3N10r6/LWSHypld+WmyxWg52WHCM9Mv6lWlK8TGD9azvXIHNpuV3/xyXrJFahbZThtnnDyhWXW7fNpXNZY8pr0Rqj11Sf3H7y6EMyO19roLBM3lSLiUI8FS/vTQHdisGckWp91xiGl5QRdDKPe2kpfPc3smcTDQdPrRRMs9uduHDobtPFcxlYNhe9OVU4wSYzYvWs6kWHYmW5SWcdiA/rWecLhz9+eHogEO+X4kEPG3qr3erjL5vJO44Pw5nHP26e0sXcdRUuri9fe/pKS0aWVts2bEA/F0yWl5rWpqvp0PYbqnLmJavh0oztWx5FQD5oLGw1we+MEI78bevzdKpuTMpsNiNsVWpXWRtNTDJiKfmPn3KT2R87Jb1cex5ycniIy3xEblJ0YOjssm5OxcGV7dfUmr2zorfBzr382aAydQ7m+59dujsnXJOPb7d7On8kcACk096W8ZiCRJzWobiAYo0Q4x0FTE1b/8Zau+P5k010NckiScjkyOlJZTUZF+UQQFgtoIy70TsTqPPkt5ylMz8Ieg62GUY8E4brz6lxwI7Gd/YF8TLWIEogG+823EkWVj1IihOJoZPzxdcXbhzHAdEZ2uQ7bWCdoNYbl3Itaso8PtFcpd0Elk6mNKecqk4whHIvy/p59HQqKHqRBZqvt8r2oqR0Il7AnuJi8/i7/+8T627DjQ2WJ3OtXr7h6PNyFeeVdA00DtCIc6od9TFqHcO5GMGpa7t0I41Ak6h7KqULF6vcI9C64lGAzyj2de5kBoL3adkwxdBjpJIaJF8EW8uNUKgpEQZ5w6jT///k5knb5bKHen/aj/icvlJiendctVAkEqIJR7WykrpeCM7zDYm04/WnNaPumWuyOAcuoesKVm0o/GMNl9HD9hI9aM1jmIJQuX1cjXY/vjsXSen4An4maXfwe/vvRnnHjCBCRJ4tH7F/LrX/yc/772NkuWfcH2HbsJhkKYTSaGDR3A9JNnce6sMxg+dCAAoUiEUyaPxmazdJrc7YHdntEiuWtHqetKyl1Mo3c/hHJvK5EIplxfs6qm0rS8bACy00+xAygGFYfdm2wxWoyqKLgyO/dfrjxUjjXDwsP33JLgRDd4YD/uXnAtdy+4Fk3TGnWwMygK2c70W29vqdxdOUqdplV5t3dAv4LURDjUtZXMTA5/OohQRdMZhFJJuasuPZEveqC60m9dMeA2sXbDULze9MraZPEFGLN5DxZfoNO+Uy/rqQwE8Vc2/J1Nec67PX6++uY73J70milpqdxdPUqdoHshlHtbMZnx73USDTRtkZkzdchVW929FUmelg/qUPdbIahrum6KEQnqKTmSRTCcXg8mxnCUvFIPxnDn+Vs49VlEo1H+/fxrre4jGApz4FAZwVC46copREvl7sqWu6p2zCFIXYRy70QkSYo71XnKhUOdoOMx6UyYdWaWLPsi2aKkPI6EELQVyRNEIGgHxJp7J2PNUvAcieBLtuUu6BaE1BABNcC5s89ItigpT1e23DWt+QF9BF2DFlnuF1xwAWazGUmSkCQJm81Wb4J7VVXJzc1FkiRuu+22hLI77rgDg8GAwWDg7rvvTihbsGABVqs13r/JZGLcuHGtuKzUpdpj3ueKEu2ILE0CQQ3cYReapjHz9JOTLUrKk7jm3sWUewdNywt/utSlRcp90KBBLFy4kI8++ogPPviA0aNHc8899/Dmm28m1Js7d269Tjput5tHHnmEBx98kPvvv5+HHnoIrzfm9fzYY4/x6KOPMm3aNN577z0++OADbrzxRiKRFLdw/T5sg0rQWULNql7Tqc7vSuK1mSPI/V1gTvHxrQe9OUzPwsOYjOm1BhwwKOwvcBIwdN6EWXWQmspGHOqawmTU0693HiZjevk4tFTumpZ7l8wMJ+hWtOgu88ADDyR8LioqQpZl3njjDWbPng3Ayy+/zNtvv83atWsZM2ZMQn23OxazubruXXfdhdvtxmq18uKLL+JwOHj33XcT+n/44dbF0+40vF6yJ+1udvXEELRRbFnJuWHKtgjy8YeT8t1txWgNMGDYjmSL0WIqLUa+G1LYqd9pVWIJjdZu+I6+fXq2qg+b1cKxo4e0p1idQkvl7sqWu9pBW+EEqUurHepCoRDXXXcdmqYxd+5cAI4cOcIll1zCggULGD16dJ02vXr1YsqUKQwbNoxhw4Zx2mmnUVgYu9nl5+fjcrl44403WitScjAY8O2xEwk0bygzUiSQjRqQUfdloDZT7lQiElIoLnESCqWXy4gSipB7xIUS6ry/u16KPTx6fc2LxVAfwVCI/YdKCYaaNzuVKrRUbnvm0cyOwqFOkO60+O74+uuvc95558U/33vvvcyaNQuAKVOm0K9fPx566KEG23/yySfs2bMHRVHiih3gueee45hjjmHu3LnodDoKCwuZMWMGixYtIrO5CSty80CuoayCAXC5YudycuvWP1wce83KAqWWBe12QSAAFgtYa6VzDYegvDz2fsBAipcMI+uEXRizY/tpjTleZAVCZWaiocStZvYsKwAmkwnvASuVJUf7lmQVU3bsJlzzfDVGuw/ZoBJym4gGY/Kquqq93uYIsi0SU9buWhHQJJBzY9OyaokJNFBLjahrCpCPPQT9PcgmFdWjQGWtn4QximwPo4aAWnv5vUEb1lwPAP7yDNRI4oOC0VaJ3hQh5DcQ8iVmwNMZopjtftQI+MvrXqsl24MsQ2WFhWg4cQwjAT27Nw5j9Mgt6A2JilLRqdgzY2NYWk+/dpsPRVHxeM2EwonXajYGsVhChEIKHp85UV5ZiwfOsbt8yLWMII/VSERRMPuDmGop76BBh99iwu6p5NgNu9k8uCceW6x/VQKXPZYhLtPtR1fLuvJYjEQMCqZACGt2Yia5SChKwBMAGazOulnmvKWxcXA6nQTDakLq04wMExaTEX8giK/WvntF0eG0W1FVldJyD+UuD2s2/MCxowfhtNtw2m0oiozL7SMUTrxWi9lIhsVEIBjC402M2ijLMtnO2N+kvjSsdnsGBkXB7fUTDCYuuZiMemxWC6FQBJen1oOKBLlZMau7tNwdt1Cr5Z42cRQ9e2Tj9VdSWZmo6A16BXtmBpFIhHKXj4ED++P1+gGZkpIycnOzYn2Vu4hEEne42GwWTCYTfn8Any9xL72iKDidmbExLK2oc61OZyaKolBR4SEcTrzWaLT9H/60Dtq6JtbcU5cWK/eioiI+/vhjDh48yJNPPsl9993HuHHjWLVqFTt27GDPnj1N9tGnT5865/Ly8jh8+DDLli3j2WefZeXKlTz77LO89NJL7N27l5ycnKYvZsZ0FMNRxabuP4C6bClkZqIU1c1DHfnPfwDQnXgSUo0pOYDo6tVoW7YgDxqEXGt5QTtSSvT998BgQJk8mVBZBmUrBiAbY//8vc5Zh2wNU7q6L8HDiQom1wLwA3379oX94zmw/OhDhd4aoM8Z6wE4+PlwNDXRb6HnKZswZfso29Qb34HYTScixa5X7u+KTbMfMRP5MnHqVzJGkefsjF3Xl4VoQR2EZXAZUb8pQLZFoJcP9fss1F2J4yD39CKfdBA8RiKf9E4o200ux8xeAcC+NUMIehMVYuHYHWT3L6ZsVwEl23ollGVkuxkwdRORkIFdX4yiNsPP+hrZEGH/ukFUllsTyuw9SwAoLXOw/2BiytuMjEpOnLgOgG/WHlOn30nHrcdm87N9Rz+OlDoSynr1PMSIobsoLbOz8bvE6VyjMcS0E78BYPzmvSi1bvTfjuxDabaNAXtKKDycqLiKczPZMLw3Gf4gmb4gx2w/QFiJPbCoOpmlJw4HYMyWfZgCiTf6zUMKOVDgpM/+UoZMHZxQ5i7xsP2LHRhMBobWKgNY++YGVFVlyklT8Icklq/cGC87Zmhfhg3qzZ59h9m09ceEdg57BqeeNA5VVVm+ciOhcEyhrtnwAwa9QtG08disFtZ9t7OOkh7Uv5CxIwZwqKSMNet/SCizmI3MnH4cAF+s3kw0mqhtpp0witxsO99t+5F9B0sTyvr0zOP4sUMorfDw5erNCWWKomNO0SQAVny7hUAgpsCr5S6tcNOzRzbbdx5gx48HE9rm5zqYcvwxeP0Blq/cyKmnnkYwGEJRFJYv/4bzzjsNgK+/3oyn1kPF6NFDGDKkL7t27eP773cllDmdmcyYMZFwOMLy5d9Qm5kzp6AoCmvXbqmj/Hv1yqtTv62Iafnuh6S1MX5gVlYW+fn5mEwm1q1bV28du93eqmmuzz77jGnTpnHZZZfxr3/9q8F6brcbu93OzQUFGDvbch82HNs1pzbbcl/z4UH++qtNmEwmfnH3UKace/ShpTWW+25dVfzrNljucist9xHB4qRZ7kdWJMdyLwr/rtWWe3aph+PX72y15d774qcSx6GZlvv3bGL+tb/i3NlnxsuE5R6jtuX+q2sXsnX7LmRZ5pNP3iA/P/b/1dmW+/DhJ+JyuZo/a9kIgwYN4g7dbo63tf8S3CVbI9z89+eZN29eu/ctaBttXrTUNI1wOMzLL7/Mjh2JTk5z585l7ty5XH/99a3q+6STTgLA4/E0r0HJYagvlKaqHlXk9VFW1nCZ3x87GmkrG1SM2X7MBYnxzg1ZdZPJWPNiN8NAIECF6wjmXGOdOgDm3Iav2ZAZAGI3ZFlJvKnLJhVMDXtGVyt5ANWgImcHY22IOdlhq39KUDYAeYn9WgNHZbQ4G17TNVhCGBrYTSArxB8Q6sPsqDv23qoHH70hQraz4baNldmsDSf6MRgiZBsablutjOuj0mKk0lL/31TVyUQUBY/NTLmjbh/uzIYTnARMhriyrtsxDZapmkppWSkSKrnZ9jrlFpMRi6l+eWVZjrcx6BWcdltCH/bMhsfBZDRgMjacIKc+WarJtFrAWn+ZwaA02rZ2LHmDXsFQtTvBajFjtZjra4aixPrVSVBcHLtXmExHH/idzoa/02IxYbHUHwpZluX41H59OBx1H0Dd7mbe71qAmJbvfrRIuU+aNIl58+Yxbtw4iouL+cMf/kBFRUXcga4+J7ohQ4YwderUJvs++eST8fv9zJs3j/Hjx7N///74Pvhf/vKXLRGzc9FUdMYwktS8X3lGgrd8ErehSbHpehoPK56SSHJMscvNHPNUQZUgrFdQO3HMZUkmy5jF/z37Cpdf8lMUpRXP81JMqabdb6UVcjsSAtlUYLe33XIWCJJBi/7TS0tLufHGG4lGo0iShMPh4OGHH2bhwoVtFmTWrFn86U9/Yv78+USjUWRZJisriyeffJIzzzyz6Q6SRUkJvX+6rtnVa+5z9yVxn7ucG4ivw6cbGdkeRp20OtlitBiXPYNPJw3t9O/tY+rHul3f8tZ7S5k7q6jF7XOz7Mw67YQOkKxjaY3ctbfD9evXzkIlCVUTseC7Gy1S7tu2bWtR5y1Zzr/pppu46aabWtR/OpJKmeEE3QOrYsNqtPLNuo2tUu7dia6aGU5TRcrX7kb6bXJONXJz2fvKWALFDa8/1iTDUVO5Jy95jFpiIrx4QMzBLs3wldr45IvjKK9oYGE2RbG7fJy8Yit2V+v3nLcWVVMxm+tfb26KkjIXby1ZSUlZegV2aY3ciVHq3B0hlkDQKaRXFJBURJKJBvVoWvMW9nSKhMWuw++K4klm8hiN2Ja4NHzw1lQIhxTUZo55qiBroA9H6njad8p3I3PgYCNOpY2hQSgUSb/fSivk7qqWu5iW734I5Z4EMpwKfldUTMsLOo0cJY//vvY2PQvzuf3m3yJJEnv2HWDl6nX4fH6CwRD5eTmceMIE8nKzky1u0nDYazrUpddMRWNoWkzBd0S/gtREKPckYHUqlOwO4i2PoGlavUl2BIL2pKepF6Dxhyf+j5KSMi6ZN5cz515GqGqPtU7WEVVjy0RTJx/Pb399EaedciKy3L1W7moqd5E8RpDOCOWeBKqd6tQoVHpULJm6JloIBG1DkiR6mfuglww8+9//8ex//4fNkMk453EokoIkSYTUEOWhMtZ/s5Wff3Ud/fr04re/vojTZ0xLtvidRpedllcREeq6Gd3rsbwjqCgnd9o29PUEW2mIBI/5ZK27Z4ZQTjwAmemVDATAZK9kzKgt2DIaDkSTingsRtaN6IWngSA3nUG+qYABGYPINNgZYhmKXtbHZ44MsoF8UwHHZIxhdOZYvMVBFtz9CKfMvICNG9dhs6aX82WmzcykCcPJtDXfkdDp6JrT8oLuh7Dc20ooREaflt0ErLUyw+X16fybvWxSoVfne223B4ohQn5uebLFaDERg0JJTsORzjqLQlNPCk0Np3+VJIlMvZ1MvZ1ANMD+wD6e+H//ZMuWrZx6yklc9LPZmE2pr+iNBgM9C1rmP9BV19xVDaIdEaGu/bsUtBPCcm8rViulK/oRqh3PvbEmWcmPUqd6FCJf58XiyacZQa+JzVsG4vOnvoKpidkfZMS2A5j9wWSL0mxMOhPDcodz1rSz2LxuJwvufoRxJ57Nss9WJFu0JvF4/azZsA2Pt/mzaiaTEYs59rvqSmlfqx3q2vsQ2j11Ecq9rVgy8PyQS9TffOWeUTNKXUWS9rpXKrEMcLUTxaQB4Uo9+w/kEQjqm66cQphCEXoeKq+TWCbVMZoNDBw8gJFZIxhrG03IFeHci37L7ff9gUAgdR9UAsEwu/ceJlArCU1TOKrW3buS5S7ofqTfnT0F0b5yE/n9RsKlzdtHbA4cfdx1XfMD4fmt/+4bX5jYqnbFPhtL3fnMWFdGfkbrElWEzMlRroc9eioORyh810UBnTs9/8f5d7W6rd9kY//WkUwteBdLI8lyGuLfc59r9Xe3BZNSjhR5FVlvxWqSGWnM40DlHp7+90ss+2wF/3zy94wcVjflbLridGRy4GAx5eUVXWY3Syzla/v3Kwz31EVY7knAWmPUveK/Q5BmSJJET0tfxjiO58CeI5xy1oW899EnyRar3aj2mA+FwlRWNpxhUSBIZYRyTwIZNQwBodwF6UqGYmN05nE4dFlc8ptbWPzOkmSL1C44a2WG6wqoasyhrr0PYbqnLkK5t5VAJeaDe5CDzd+WlaDckxQS0qQL09NWjknXsvXIVMCohOmtFmMivbbx6YxhMgrL0BnTa8yjqp6Kg24iwbq+ArKkY6htFNn6PC6/egGvvPFeEiSsH6NBT2FBFkZDy5aPnPbEzHBdgY5wplM1odtTGbHm3lbcbrJXtmxKsua0vC9J/x12U4Bpvbcn58vbiN0c4GR1bbLFaDHGzACFk1uWWTEVCKtWdn69t8FySZIZYjsGSZK48oY7CYfDXPjT2Z0oYf1k2ixMnjCiwXJN0/BXBqhwuSmvcFFREXvdXyMGv4hSJ0hXhHJvK4pC0JmJ3lOBHGmeF3QqTMuHIjKukBm7oRKDkl4ZJUIRGR927HgwkD6yqyGZoMeM0VaJbEgfuSGCxWkm4AmiRuqXW5IkBltHIiNzzfx78Xh8/OaXF3SKM5qqqng8PsorXLGjSlmXlbtxub1UVJRTXqW4yyvcVFS9lrtchEKNz6J0FeUu9rl3P4RybytZ2ZScfDo5n32AqZne8gZJwoBGiOQp9/JgBkt/HM6Mvt+Tr7TOWz5ZVFRm8LkyhtMiqzrdW74tBFwZ7F8+kp7TNrfKWz5ZmBQP/aYOYOsXu/CVNrxnXJIkBlqHI0s6brvvMbw+H/Ov+3WzvycSiVRZ0UcVcU2LutxVpZxd7qPnqj6r9biC5+fnc+aZZ/L++0soLm55Rjyj0cCYMce0uF1b8Hi8PP743zv1OwVdE6Hck0SGDCE1eWvuAkFHIEkSfTMGoaoaD/3h/zFkUH90Ol2Csk5U2EcVuMfbORETLRYzDocdp9OB02mvOhxV546eP+64cfTokd8pMgHs3PkjM2fO40hJabv33VFZ4YTpnroI5Z4krBKUI7zlBamJpmlEwj7CQRdh6SA5GWHKQ6WUVh4hrIaJqGEiWoSIGiasVX+Ovao1lkp+ceUtHSaj3Z6ZoIwdDnuCgrZabQQCGmedNY1evfKrFHgmRmPyYvs3hKZpXHXVrXjK/QxxTOL7si/atf+opolp+W6GUO5JonrdPQyENDCkf5wMQQqiqhHCIQ/hQAWhkJtw0EUo6CIcqHoNuggFK+LnY+di9TQtFj0xPz+fvDPPZLd3G8Welk9vN4ZOp2vQco4p7KOKu2aZ3Z6JTtd4NsWSkjKWL/+GMWNGkJub1a5ytzfPPPMSX3/9LYOdx2NUmp/oRiBoCKHc2wFJa/kjce1ANllJUO6SlL7P3a0Z81RAkls35uGgSsB/mFDAVUsRH/1c+3wo6CISap+1/frWtGsiIaPIBhRZj07So8h6kGQqAgfjdTIsFnr27MFxx49jypSJnHLKSeTmZic43blcHkpLyxgwoG+7yJ0u0eX+/a//4jDlk2nMIaq2/1bJDpuWF6QsQrm3lcPF9Fz8nxY3q+kx71Mhq5MjDuRneLhg+OrO/dJ2Is/m4aLoR8kWo8WYc9z0PO0rvK4IhzZG8ZZH8JZH8JRH8FZEY6/lEbwVETzlUXwVR8uCfhXo+LzqisGGYnSgNznQGx3oTXb0Rgcfvf4letlJ38y8mAKXDSiSHp0cU+SyVNeK1jSNMmNu/HMoWknJXi+v7X6HF154DUVRmDBhNHPnnsXFF/8Us9nEeef9kjVr1nHXXTdz001XtulacnOzOPfcU9vUR2fRp08vdv9wKNliCLoQQrknCWsKbIcTtI5oVMPvjh5VzOVRvK5qRR2toaCrysojeCpi76ORTvhjS3KVYq5S0EZ7/L0SV9o1XqvLjJnIcv23hNLXf9NyMSSJbHOvOuc1TSMQ8eIJlbJ1/X4Wfv0gDz20iHPOmcnWrbHYCw888Ec2bNjMT386mzPPnJE2FnhzcLncvPji63z//XaOHCmjotzFjp27CUabn72upVRHqGtvNHHvSlmEcm8r2dkcOuUkslZ/hqGi+V6uGUmOL1/qz+CrAwOZXLiDbEt65XUv9WXwkW4KJ0bXk4u71f2EohrllSplgShllSrlAZWyqs/llbH3FYHE8uL/txefK9qqm1p2djbTpk1j+fLllJY2/VvRGyWsWUrscCoc2T+prmKuR3ErBiuS1H5TQSa5nHHTB7DtmwP4XG2PtS5JEma9DbPeRh79CEZ8lFTu5dWX3sMXOPpbfPPND3jzzQ/4+9//wE9bERSntNTF6tWbOO64Y8jOtjfdoIN5//2lvPrq2yz9+DN8Pj8WQyayFpv1UDWZnpZhHfbdUSDaAfcZodtTF6Hc24pOIWLNRNW1bCiTHcgmosl4QiYiWvpFII6qMh4pgyi6WJSxsEZZoFoZR6sUtJqouKvOlVVGKQ/EFLU31DkDb7bpsGbp6N3XSo8+TsafkQVmXYLirvPeqcNglhMs1qdv+GenyFsbWVIxWQ3ISsdYz0Ylg162mGIrqzzALtc6IDZVraoqPXv2aFW/qhrF6/WjqklKq1yFx+Nl3bpNPPzwE2zc+B2ZhhxGZh+HXmdKqlyCro1Q7knCmgLx5VMJVdVw+6KUeyKUuyNVr7HPFe4IFd6j58NSFoOH9+aPS4rZvvcAoU64d0sSOE0yhp4GrE5dXBHbqpRyhiNRQcfPO3Uo+tgDVOUhGweXZHDCaf0wF6RPEJvOJMtciEWfyR7PRg4eOERhYQ9ee+1tPB4vw4cPpm/f3vG6b731Adu37+KEEyZwwgkT4t7zbreHt976gIwMK5EI7Nmzn+xsB7Is4/X6+Pvfn0OnkykoyMNsNnHqqdNYv34zI0cOw263tUru8vIKtm/fxf/+9w7Z2U6OHCmjX7/eLP90BZ98+iWhUAiDwQCAotN3umJXtY6x3AWpi1DuSSLZ0/IdRTiiUuGJUuGJ1Kuoj36OvVZ4opRXKe/m5pvOzzfSc5DGkcpoixW7XgfZZh1ZZhmHWSbLrMNZ9Zpllmu9ry6TsRtlZFnizdvzWj4oghZhUqwMtB9HsW8n/iNhXnz+fzzzzEtIksTJJ09m3dpNeLw+IjXCPQ8dOoibb76KwsJ85s+/jy1btscj1N177+9Q1SjTpk3icHEJX3zxNQBqrR0XJqORK35zCTfddFW9Sj4ajfLpp19x4MAhsrIcDBjQj2HDBnHlb27hlVffjNfTyTpMegv+kBeb0Um2oS+aXsUXLSNECC0Jk9maSsfkc+9C966uhlDuSaKm5Z6s5DGNURlUKatW0J5I7L03QrknWvUa4Yi/hpKuevX4O2caQpYg36ojXzKQlaCkZZymqveWusrbope6lHNWV0UnKxTahgAQCfYkrIWoCJbwxWdfY9SZyTf0QTJI2A1ZBKMBDu7eyxVX3AyAWW9haOY47FYrRtlEL8sA9hz8kTff+IBwNEzvjEHY9bF971EtSkXoCLIkE1HDPPnXf/HMv1/iqt9eyvjxoxk/fhQ5OdkEg0HOPvtiVq9OTFjUp08v9uzZl3Cut+0YzIoVk2JN2EWgaRpBqw+jztKRQycQAEK5tx23C8e6FSieliWY6AxveU3T8PijlHujcUUdf/WV4FE9fP7xPo5U+GOWtvdoeaAT1qMlCew2BWemgsOmw2nX48xUjh72uu8dNgWTyYR7+U56X5yJRUqfdUt9ZiXZx+9Gn9n89MCpQDCawY71h6j0BJPy/ZIkYZCM5Jl7kWMqRCLxAU0vG7DqRxI2hwirIUw6C7Iko/pkflx/EKnSQE9Lf/LUnrjD5WQZ8uLtFfTk1/DozzEVUFy5jz889v+IVq3VX3jhuUycOIHVq9cy2HkcNkM2ETWMP+KivKTu9rXdrvUA5Fn60TvzaFY6SZIwKdYOGaOmEA513Q+h3NtKIIB1V8vTeNaclvc1YexGtZh1761+VY9+3vTCvhoWdjTB2i73RprY/rKzxXLXh6KTEhVxLWVcW0k7qt7brQo6XWusaJUe0oF2kb0zUSwR7EMPJ1uMFhPFROmPFckWAwC5kV0AetmAXjbEP0dCEQ7tOpJQnm1sPFa8XjbSK2MgPbUBhNQgXrWSV156ixdeeB2AzKp9+3qdEbsuD7sxj2xTT/b6NlEZOurpb9CZcDTxXQJBRyKUe1uxWKgYMQTrri0olc3fp1rT3twYgZf8RxV2TeXt1cDf2OPx8/tbJXZGRgZDhw5l69at+Hyxm5LFJOOwKWRVWdNOm0JW1asz8+j5rEw9DqsOa76CM1OP1SJ36lS3N2BgizaIIezDKrV9a1ZnEfYa8GzLwzbkMHprKNniNBsFP32G53JoVzmhQPPSGqcCBrOBHgNyObizhFBly8ZbkiSMOhMWcz4OUz6HfDvRyfWHu7UZsxlumEow6ieiBtHrzBh1qRVCVjjUdT+Ecm8rVhveoaMwFe9vkXKPKcOj/22L21FH2a26ehWzo8Z7kzWHUo5lbJ6Vfrl+nFYFk7Fl2+JCSVo69AcNbGYAhZRiJX2Ue8RrpGJzIeZCV1opd4Oukp6Dsyk/7E0r5W6yGOg9tIDyQ64WK/eaGHRm+mSObLRObMo9A8ho9fd0JCKITfdDKPcURSa2Fz5DisWhz5Bi6/QZcuy1+n3RXcNj1naVIndYFZRm7Ecu9lhZul3HgJ4m8m3pc8MWCAQCQdMI5Z5ERiixafd8HcwwHlXcGRKYpeYlvSg6wdkJkgoEgnRGRTjUdTeEck8it9vFliyBQCAQtD9CubeVUBBDaTFyODnbhFqLQRch1+rFoEu/KXmDEiGPcgy0f2rMjkQ2RDDleZAN6TXmUU2Pu9RPtDNCAbYjkXAEV6mXSDi9xrsjiAqHum6HUO5tpaKCvM8+SLYULcZpCXDakC3JFqNVODICFEnpl67WmFVJYdH3yRajxQTVTDZ/uSfZYrQYvzvAxuVbky1GStBR3vLieSF1Sb+sIamGLBMxWVDl9BrKiAq+kJ5IGsa1j6jg1Yxpl/RGjUDEq0dNO0MygsGkpN/dQiY95RYI2gHxs28rObkcOvN8Qs7cZEvSIkp9Vt7cNIZSX3IiZrWFMo+VN5jGEZKfxrMlBI/Y2PPGOIJHWpecJFlYdC4mnD4ImzO19m43RabTyvEzx5DpTL/feHujarGtcO19iK1wqYtQ7gKBQCAQdDHEmrtAIBB0caIaRMSae7dCKPd2wB+FnV4ZXJ0/EfLdjFWta5iXj1JUyNOPbYLDxe0rVEdTJfvfPjzY+bI/8GPr2+bloxT15Ps7N7dK7mPp1/rvbgt5+eTOOp0zzF9hy+j838rAUa1LDlRqyWWFrSe/HrGFbH9Jq/roiDSpTeGJaIxs5xQEqiYR1Tpi661Q76mKmJYXCAQCgaCLISz3tnK4mMjLL0MofWKFA+krN6Sv7Gks9+hPXkKOpJfcTn8Jp3/3PxQ1veTuCDpqn7twqEtdhHJvD9LtZl1NusoN6St7msqtpJlih9i0pEEodkCEn+2OiGn5tuJ0ojtzJjjTLMZ7usoN6St7Gsu99fiZ+K3pJbfL5OCLAafhMjmSLYpA0OkIy72t6A1IOdmgNyRbkpaRrnJD+sqexnL77DlE00zuiKynwpJNRNYnW5SkI7zlux/CchcIBAJBytGvXz8kSUo4fv/73yfU2bBhA1OmTMFkMtG7d28effTROv28+uqrDBs2DJPJxKhRo3jvvfcSyjVN4+6776ZHjx6YzWZOPfVUtm/f3qHX1hkI5S4QCARdnOrY8u19dLTlfv/993Pw4MH4ce2118bL3G43p59+On379uWbb77hscce49577+Xpp5+O1/nqq6+44IILuPzyy1m7di1z5sxhzpw5bNq0KV7n0Ucf5YknnuCpp55i1apVZGRkUFRURCAQ6OCr61jEtLxAIBB0caKaRKQD9rl3tLe8zWajoKCg3rIXXniBUCjEv/71LwwGAyNHjmTdunX86U9/4oorrgBg0aJFnHHGGdxyyy0APPDAAyxZsoS//vWvPPXUU2iaxp///GfuvPNOZs+eDcBzzz1Hfn4+ixcv5uc//3nHXmAHIiz3tuL1oK5fD15PsiVpGekqN6Sv7Gksd48d6zH600tuc8jL4OKNmEPeZIuSdDpSB4fDYdxud8IRDLZPCuzf//73ZGdnM27cOB577DEikaNZl1asWMHUqVMxGI76ghQVFbF161bKy8vjdU499dSEPouKilixYgUAu3bt4tChQwl17HY7EydOjNdJV4Rybyt+P+qGDeD3J1uSlpGuckP6yp7GcvfYuR5DML3ktkQqGVqyGUukMtmiJBXdzh1s6wAT26VpHCKmQO12e8Lx8MMPt7n/6667jpdeeolPPvmE3/zmNzz00EPceuut8fJDhw6Rn5+f0Kb686FDhxqtU7O8Zrv66qQrLVLuF1xwAWazOe7cYLPZuP/++xPqPP300zidzngdu91OWVlZQrnZbEZRFC699NKEtosWLcLpdCLLMpIkYTAYGDhwIF5vCj95m0xIw4aBqXUhMpNGusoN6St7Gst9uPcwQob0kjugmNiZNYSAkl5ytzdvbNrMOk2jrJ0V/HJVY5gksWjRIlwuV8Jx22231dtm4cKFdZzkah9btmwB4KabbuLkk09m9OjRXHnllfzxj3/kL3/5S7vNCnR1WrTmPmjQIBYuXMjkyZNRVZX777+fe+65hzFjxjB79myefvppfvOb31BUVMRVV12FwWDgo48+QlGOfs21117Lddddx6BBg7jmmmu46qqrmDhxIm+99RY33HADxx13HLfddht2u52vvvqK559/nlAqB/7ItKM77jgiZeWQTg4Y6So3pK/saSz3vmHHY/aWYwilj9w+g43vCsdjD5RjiqSP3O3NiBEjOEaS+ERVOVena5c+D2kaWzSNH3bvxmg0YjQam9Xu5ptvrmPU1WbAgAH1np84cSKRSITdu3czdOhQCgoKKC5OzHVQ/bl6nb6hOjXLq8/16NEjoc7YsWObdU2pSouU+wMPPJDwuaioCFmWeeONN5g9ezY33XQTJ510Eh988EG8zplnnpnQJhqNcvbZZzNs2DBuuumm+MD/+9//RlEUvv7663jd6dOnc+edd7b4ogQCgUBwlPcPHKBvjx7s0zR6SW1zrNM0jaWqyrGSRN++fVvUNjc3l9zc3FZ977p165Blmby8PAAmTZrEHXfcQTgcRq+PxTJYsmQJQ4cOxVkVKGrSpEksXbqUG264Id7PkiVLmDRpEgD9+/enoKCApUuXxpW52+1m1apVXHXVVa2SM1Vo9Zp7KBTiuuuuQ9M05s6dy+bNm/H5fOTn52Oz2ZBlGYfDwf/7f/8vod1FF13EtGnTyM/PZ+DAgcyaNQuA3r17E4lE+Mtf/tK2KxIIBAJBAgUFBUyUJZZGVbQ2Ts/v0OCwBu/XWG5tb1asWMGf//xn1q9fz86dO3nhhRe48cYbueiii+KKe968eRgMBi6//HI2b97Myy+/zKJFi7jpppvi/Vx//fV88MEH/PGPf2TLli3ce++9rFmzhmuuuQYASZK44YYbePDBB3nrrbfYuHEjl1xyCYWFhcyZM6fDrq8zaPFWuNdff53zzjsv/vnee+9l1qxZ/N///R8A//vf/7j00ks57bTTeOyxx7j66qsZPHgwp512GgDPPPMMjz76KD6fj/79+8f7+cMf/sD777/Pddddxw033EB+fj4nnngijz/+OL169WqecLl5INd4XgkGwOWKncup52mxOu1mVhYotaJYuV2xqVOLBay2xLJwCKq8McnKAr0+9lrNkZJYrkiHAwy1pqu8nphDlckEmfbEsmgESktj7/MSHTwAKCuFSAQyM8FkTizz+8DrBYMBHLXChGoqlFSlvMzNBUlOlLuiPBbz3GoFS0Zi20AluN2gKJCVXVem6jHMzgZdrZ9TY2MYCkJFRdN/G6ezbkQ3U9WYGvR1xykShuqbTn1jWP23sdvBWGsttrExrPm3qR7DmlT/beobw0o/eDygk+v+Vmr+beobw+q/TX1j2Nzfd31jWP23qe93WPP3nZcPWVlEFD0+W+zvn+EqQVZVKjPsRGqtwxsqPRgDfsKKgYAtcQzlaIQMd2wMPfbcxP9VwOwqRVEjBCw2wkZL/HypxYAxUok15CUkK3hMdX/f2ZWxfsvN2ahVf5sKk5OQrCckx8bUp88goLckNNVHgmSG3ESQcVnq/r6d3pJ4X1E58W+TEfJgigTwK2YqDdaEMkUNYw9UoALllrp/G7u/FAUVt8lOWE7820T9HqD9nQDfc7kpsNnYqsGwVhrvqqaxTFU5UZZwOBztKl9NjEYjL730Evfeey/BYJD+/ftz4403Jihuu93ORx99xNVXX82ECRPIycnh7rvvjm+DA5g8eTIvvvgid955J7fffjuDBw9m8eLFHHPMMfE6t956Kz6fjyuuuIKKior47LMp3XxjaiFpLXyM83q9rFq1ioMHD/Lkk0+yatUqFi9ezMGDB7nyyiuZNGkSX331Vby+2Wxm7Nixzd5WsGbNGv7v//6Pr776is2bNyNJEmvWrGl0/cPtdmO321lw4TyMNbZFqPsPoC5bCg4Hytln12kX+c9/ANCdPQvJkXiDi65ejbZlC/Lo0chjxiSUaUdKib7/HhgMKBdehGS3o7lcMcUCRF5/Hfx+dEVFSFVTSHGZNm5EXbcOafAQdCdMTOzX7SH65uKYTBdehCQn/gdG3nsPSkuRp52M3Kd3Yr8//IC6YgX06oVyyimJ/QaCRF99Jdbv+T9FMhlB0cfljiz5CPbtQ540CXnQoMR+9+xFXf4pZGejzJyZ2K+qEX3h+Vi/s+cgZSYqn+jKVWjbtyGPHYs8alRi28OHiX74IVgsKOeeS22qs6fpzpwZC9la61qlnFzUAwfQjRie2G+Fi+jbbwGgXHxx3X7ffhsqKpCnz0DuWZjY79atqF9/Df36oUyZktivv5Lo66/FrvVnP0cyJD4MRpYuhQMHkE88EbnWmqG6+0fUzz+DwYPRn/WThN+KFokS/e+LsX7PmYtkTXwwiHz5FezcgTxhAvKIEYkyHTxE9OMlYLWinHNO3Wt94QVQVXRnnYVU84ECiH77LdrmzUgjR6IbPz6x37Iyou++C7KMcuGFoOgxZtkx+irQRSKM+OJ/mCq9bJ9wOp6sxD3IeT9+R69taygtHMiPI09MKDMEfBzz+esArJsxD7WWshy85kNs5cXsHD2Nivyj071ms0zP8l2M27+KYmsBq/udnNBOiYY54/tYv0uGziaojz34RmQFr9HOcbs+ZeiRzWzsMYEfswcntM31HGTij8txGe18PjhxCRFg5oaXAFg+eCZeU2ZC2YgD39K/dBvb8kayPT/x9+2oLOXEH5YQkg0sGTm3Tr+nfP8mlkglKwbMoCwjUfn32L+BOa+uweVykZmZWadtW3j66adZ+JvfcIVORteK6fl1qspXqkZxMJiwBU2QerRYudcmKyuL/Px8/v73vzNt2jSuvPJK/va3v8XL+/TpgyzL7N69u8V979q1i4EDBzJlyhSWL1/eYL1q5X5zQQHGzrbcG7MOU9lyr0m6We6NjWEqW+71jWE6WO7A5MKjt4nOttx792yd5V6NLeDCoIbSynI/dmlZhyj3SCRCgV7PBFni2Frj3xQhTeOpqMo/X36Zn/70p+0ql6D9abNydzqdZGdns23bNvR6PZMnT+bzzz+Pl1ssFsaOHZtgzbcEs9nMyJEjWbNmTYN14spdJ2Nso7OIQCCoS1Hf5KUIGTggedOjqtr53+mJaIxcXtkhyh3gnXfe4adnn81VOhlTC+6XX6gqP6ga+1QVSdxnU54WPbpNmjSJv/zlL3zxxRe8/vrrTJo0iYqKCn71q18hyzKzZs3iiy++4Oabb2bp0qVMmTKFyspKHnzwwSb7vvDCCxk5ciQPP/wwy5Yt480332TixIkEAgEurmd6NWXIy49N/9ZnJaYy6So3pK/saSz3t6ddgseZXnKXWnJ555ifU1qP5dydOeuss8gFVqrNf2DzahorVY2XP/9cKPY0oUUOdaWlpdx4441Eo1EkKeZQ8fDDD7Nw4UIA3njjDc444wwWLVrEn/70J6xWK08++STTp09vsu+f/OQnrFixgrvvvptIJIIkSWRmZnLnnXdy/fXXt+7qBAKBQJCAJEm8vno1k447jvGaRmYzlPUXqkY/CU466aROkFDQHrRIuW/btq3JOjX3uLeECy64gAsuuKBVbQUCgUDQfI499liGSBLLVY2zdY0r9yOaxgZNY1NV5DhBeiBiywsEAkE35N2dO/le0yhuwu3qU1VltCQxdOjQTpJM0B4I5S4QCATdkH79+jFBkljWiNfgHk1jtwbvHTzYiZIJ2oM2e8unAkn1lpfl2NY0tzs5rrWtJV3lhvSVPY3lnjLchtHvRpcEuVvrLR9Bxme0kRH0oNA6ubuit3xNysrK6JmdzRxZZkCtuBqapvFsVGWQLLE8mka/VwEgJi/M5AAACGpJREFULPe2o6qx/drpdLOG9JUb0lf2NJbb4q1IimJvCwoq9qCr1Yq9O5CVlcWJcsx6V2vZed9rGm7gfU8KZ+UUNIhQ7m3FbkeePiMWFCWdSFe5IX1lT2O5fxg3g8qM9JLbbchkVd9puA0da/2mO+/6KwkCm2oo94im8amqseif/8RisTTcWJCyCOXeVoymWBjT2tHOUp10lRvSV/Y0ltud07NONLpUJ6wYKbH1IKw0Lx1pd8VoNPK3F19kuaoRrlLw32oaeuAXv/hFcoUTtBqh3AUCgaCb87Of/QwrsFrTCGgaX6oaz773Hrp2yv8u6HyEchcIBIJujizLvPjJJ6xQNZaqGvkSnHHGGckWS9AGWpzyNZUJAnS287+qEg2FiKhq5393W0hXuSF9ZU9juQOhEP6oityCkKXthSfSuu/0hlUqgyG8YRVDK/tIhg+ht5WytpWTTz6Z3hKs1zS+/fZbEWY2zekSW+ECgQD9+/fn0KFDyRZFIBAI2kxBQQG7du3q9Jzi+/btY8uWLZx66qmd+r2C9qdLKHeIKfhQKJRsMQQCgaDNGAyGTlfsgq5Fl1HuAoFAIBAIYgiHOoFAIBAIuhhCuQsEAoFA0MUQyl0gEAgEgi6GUO4CgUAgEHQxhHIXCAQCgaCLIZS7QCAQCARdjC6t3P/yl7+Qn5+PTqdDkiRuu+22hHJVVZk6dWq8PCsriyVLliTUeeGFF8jOzkaSJGRZZvjw4U0Gyxk0aBCSJCUcOTk5CXWefvppzGYziqJw6aWXJpTVblt9XHfdda0fjE6gqfG+9dZbyc7ORpZlJEni5ZdfTijfsWMHo0ePxmAwIEkSiqIwZswY9uzZ0+j3dtfxhraPOYDD4ahz7SNGjGj0e7vzmAsE6UCXCj9bm/LycgYPHsyll17Ko48+Wqf8rLPO4vPPP+e2225j/PjxXHvttcycOZOSkhIcDgfffvstF198McOHD+f555/n8OHDXHvttRx77LHs27ev0e/Oyclh6dKl8c82my2h/Nprr+W6665j0KBBXHPNNVx11VVMnDgxXn755ZfXudH16dOnNcPQaTQ13m63mzFjxtC7d2+ee+65OuUbNmygtLSUBQsWcMopp7B27Vpuu+02Jk+eLMa7Ado65tUMGzYsQfFnZWU1+d3ddcwFgrRA6yYA2sKFC+Ofo9GoJsuydtZZZ8XP/fjjjxqgXXvttZqmadqFF16oSZKkhcPheJ3XXntNA7SPP/64we8aOHCgVlBQ0Kg8Op1OW758uVZcXKxZLBbtzTffbFDWdKSxa/j88881QHvppZea7OfGG2/UAK2ysrLBOmK8Y7R2zO12uzZ27NgWfZcYc4EgtenS0/KN8dlnn6GqKhdffHH8XJ8+fbDb7Xz22WdALKStLMsoytEJDofDAcB///vfRvs/dOgQsixjMBgYOXIk27dvTyi/6KKLmDZtGvn5+QwcOJBZs2a105V1LUpLS5EkqclQnGK828b69euRZRmTycSkSZM4cuRIk23EmAsEqUu3Ve5bt24FYOjQoQnnbTYbZWVlAFx88cVEo1HOOussvF4vu3bt4he/+AUAe/fubbDvmTNncvvtt/Pqq69y880388MPPzBu3LiE2PfPPPMMxcXF7Ny5kw0bNtTp4/e//32d9cgVK1a0+brTia1bt/LCCy8wadKkRuuJ8W4bP/nJT3jggQd49dVX+eUvf8nXX3/N6NGjG20jxlwgSG269Jp7W5k9eza//e1veeqpp+LricceeywHDx5Elht+LnriiSfi788991yKioo45ZRTWLRoEbfccku8LC8vr8E+LrjgAi6//PKEc+PGjWvtpaQd+/btY8KECTidzjpOjrUR4902nn/++fj7c889l4EDBzJ//nyWLVvG9OnT620jxlwgSG26rXKvtti3bt3K2LFj4+c9Hg/9+vWLf37yySd58skn2bRpEzk5OciyTH5+PsOHD2/2d5188slIksS6deua3aZv377MmDGj2fW7EgcOHGD48OEYDAa2b9+OxWJpUXsx3m3j4osvZv78+axYsaJB5V4bMeYCQWrRbaflp06diizLCVbLvn37cLlcTJ06tU79Y445hoKCAhYsWADA9ddf3+zvWr16NZqmJTw0COpn3759DB06FJ1Ox7Zt2+I+Di1BjHfbeP3114G6S1aNIcZcIEgturTlfujQIZYvXx7//P333/Pyyy/Tp08fJk2axOmnn867777LHXfcwfjx47nmmmtQFIX7778/3ub8889nzpw55OTk8M9//pNXX32VuXPn0rdv33gdo9HIDTfcwCOPPMKhQ4c4++yz+c1vfsOwYcNYsWIF99xzD3q9Pv5g0BxKSkrqrFMWFBQ0Os2ZbJoa7x07drBmzRq2bNkCwFdffQXA8OHDGT16NPv27WPYsGFEo1HefPNNDhw4wIEDB4DYVi2DwQCI8a5JW8d82bJl/O53v+Oyyy6jX79+vP/++zz66KPY7XbOO++8eL9izAWCNCPJ3vodyuOPP64BdY6BAwdqmhbbDjdlyhRNlmUN0JxOp/bBBx8k9DFgwABNkiQN0Ewmk/ab3/ymzvcA2uWXX65pmqaVlpZq2dnZ8TY6nU4bNmyYtnHjxmbLXZ/MgFZUVNSG0eh4mhrvyy+/vN7yadOmNdoe0D7//PP494jxPkpbx3zlypWa3W6Pj59er9eOO+44be/evQnfI8ZcIEgvJE3TtPZ6UBAIBAKBQJB8uu2au0AgEAgEXRWh3AUCgUAg6GII5S4QCAQCQRdDKHeBQCAQCLoYQrkLBAKBQNDFEMpdIBAIBIIuhlDuAoFAIBB0MYRyFwgEAoGgiyGUu0AgEAgEXQyh3AUCgUAg6GII5S4QCAQCQRfj/wPq8ZjCEqt7hQAAAABJRU5ErkJggg==", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Model bathy\n", "\n", "bottom = run.config.inpgrid.bottom\n", "bottom._filter_grid(run.config.grid) # This isn't necessary since cropping is done by the SwanConfigComponents, it is just for plotting\n", "fig, ax = bottom.plot(param=\"elevation\", vmin=-5000, vmax=0, cmap=\"turbo_r\", figsize=(5, 6))\n", "fig, ax = run.config.grid.plot(ax=ax)" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Model winds\n", "\n", "wind = run.config.inpgrid.input[0]\n", "wind._filter_grid(run.config.grid) # This isn't necessary since cropping is done by the SwanConfigComponents, it is just for plotting\n", "fig, ax = wind.plot(param=\"u10\", isel={\"time\": 0}, vmin=-5, vmax=5, cmap=\"RdBu_r\", figsize=(5, 6))\n", "fig, ax = run.config.grid.plot(ax=ax)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Run the model" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "INFO:rompy.model:\n", "INFO:rompy.model:-----------------------------------------------------\n", "INFO:rompy.model:Model settings:\n", "INFO:rompy.model:\n", "run_id: run1\n", "period: \n", "\tStart: 2023-01-01 00:00:00\n", "\tEnd: 2023-01-02 00:00:00\n", "\tDuration: 1 day, 0:00:00\n", "\tInterval: 1:00:00\n", "\tInclude End: True\n", "\n", "output_dir: example_declarative\n", "config: \n", "\n", "INFO:rompy.model:-----------------------------------------------------\n", "INFO:rompy.model:Generating model input files in example_declarative\n", "INFO:rompy.swan.data:\tWriting bottom to example_declarative/run1/bottom.grd\n", "INFO:rompy.swan.data:\tWriting wind to example_declarative/run1/wind.grd\n", "INFO:rompy.model:\n", "INFO:rompy.model:Successfully generated project in example_declarative\n", "INFO:rompy.model:-----------------------------------------------------\n" ] }, { "data": { "text/plain": [ "'/source/csiro/rompy/notebooks/swan/example_declarative/run1'" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "run()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Check the workspace" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[PosixPath('example_declarative/run1/INPUT'),\n", " PosixPath('example_declarative/run1/PRINT'),\n", " PosixPath('example_declarative/run1/bottom.grd'),\n", " PosixPath('example_declarative/run1/hotfile_20230102T000000.txt'),\n", " PosixPath('example_declarative/run1/norm_end'),\n", " PosixPath('example_declarative/run1/swangrid.nc'),\n", " PosixPath('example_declarative/run1/swaninit'),\n", " PosixPath('example_declarative/run1/swanspec.nc'),\n", " PosixPath('example_declarative/run1/swantable.txt'),\n", " PosixPath('example_declarative/run1/wind.grd')]" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "modeldir = Path(run.output_dir) / run.run_id\n", "\n", "sorted(modeldir.glob(\"*\"))" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "! Rompy SwanConfig\n", "! Template: /source/csiro/rompy/rompy/templates/swancomp\n", "! Generated: 2023-11-09 19:09:33.215731 on rafael-XPS by rguedes\n", "\n", "\n", "! Startup -------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", "\n", "PROJECT name='Test declarative' nr='run1' title1='Declarative definition of a Swan config with rompy'\n", "\n", "SET level=0.0 depmin=0.05 NAUTICAL\n", "\n", "MODE NONSTATIONARY TWODIMENSIONAL\n", "\n", "COORDINATES SPHERICAL CCM\n", "\n", "! Computational Grid --------------------------------------------------------------------------------------------------------------------------------------------------------------\n", "\n", "\n", "CGRID REGULAR xpc=110.0 ypc=-35.2 alpc=4.0 xlenc=7.5 ylenc=12.5 mxc=14 myc=24 CIRCLE mdc=36 flow=0.04 fhigh=1.0\n", "\n", "! Input Grids ---------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", "\n", "INPGRID BOTTOM REG 109.0 -36.0 0.0 9 14 1.0 1.0 EXC -99.0\n", "READINP BOTTOM -1.0 'bottom.grd' 3 FREE\n", "\n", "INPGRID WIND REG 110.0 -35.0 0.0 1 2 5.0 5.0 EXC -99.0 NONSTATION 20230101.000000 6.0 HR\n", "READINP WIND 1.0 'wind.grd' 3 0 1 0 FREE\n", "\n", "\n", "\n", "! Boundary and Initial conditions -------------------------------------------------------------------------------------------------------------------------------------------------\n", "\n", "\n", "\n", "INITIAL DEFAULT\n", "\n", "\n", "! Physics -------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", "\n", "GEN3 WESTHUYSEN DRAG WU\n", "\n", "QUADRUPL iquad=2\n", "\n", "BREAKING CONSTANT gamma=0.73\n", "\n", "FRICTION MADSEN kn=0.05\n", "\n", "TRIAD\n", "\n", "\n", "! Numerics ------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", "\n", "PROP BSBT\n", "\n", "NUMERIC STOPC dabs=0.05 drel=0.05 curvat=0.05 npnts=95.0 NONSTATIONARY mxitns=3\n", "\n", "\n", "! Output --------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", "\n", "POINTS sname='pts' &\n", " xp=114.0 yp=-34.0 &\n", " xp=112.5 yp=-26.0 &\n", " xp=115.0 yp=-30.0\n", "\n", "QUANTITY DEPTH HSIGN TPS DIR TM01 excv=-9.0\n", "\n", "QUANTITY HSWELL fswell=0.125\n", "\n", "BLOCK sname='COMPGRID' fname='swangrid.nc' &\n", " DEPTH &\n", " WIND &\n", " HSIGN &\n", " TPS &\n", " DIR &\n", " OUTPUT tbegblk=20230101.000000 deltblk=1.0 HR\n", "\n", "TABLE sname='pts' HEADER fname='swantable.txt' &\n", " TIME &\n", " HSIGN &\n", " HSWELL &\n", " DIR &\n", " TPS &\n", " TM01 &\n", " OUTPUT tbegtbl=20230101.000000 delttbl=1.0 HR\n", "\n", "SPECOUT sname='pts' SPEC2D ABS fname='swanspec.nc' OUTPUT tbegspc=20230101.000000 deltspc=1.0 HR\n", "\n", "\n", "! Lockup --------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", "\n", "COMPUTE STATIONARY time=20230101.000000\n", "COMPUTE NONSTATIONARY tbegc=20230101.000000 deltc=1.0 HR tendc=20230102.000000\n", "HOTFILE fname='hotfile_20230102T000000.txt' FREE\n", "STOP\n" ] } ], "source": [ "input = modeldir / \"INPUT\"\n", "print(input.read_text())" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Run the model\n" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", " SWAN is preparing computation\n", "\n", " iteration 1; sweep 1\n", "+iteration 1; sweep 2\n", "+iteration 1; sweep 3\n", "+iteration 1; sweep 4\n", " not possible to compute, first iteration\n", "\n", " iteration 2; sweep 1\n", "+iteration 2; sweep 2\n", "+iteration 2; sweep 3\n", "+iteration 2; sweep 4\n", " accuracy OK in 45.28 % of wet grid points ( 95.00 % required)\n", "\n", " iteration 3; sweep 1\n", "+iteration 3; sweep 2\n", "+iteration 3; sweep 3\n", "+iteration 3; sweep 4\n", " accuracy OK in 0.79 % of wet grid points ( 95.00 % required)\n", "\n", " iteration 4; sweep 1\n", "+iteration 4; sweep 2\n", "+iteration 4; sweep 3\n", "+iteration 4; sweep 4\n", " accuracy OK in 56.70 % of wet grid points ( 95.00 % required)\n", "\n", " iteration 5; sweep 1\n", "+iteration 5; sweep 2\n", "+iteration 5; sweep 3\n", "+iteration 5; sweep 4\n", " accuracy OK in 20.87 % of wet grid points ( 95.00 % required)\n", "\n", " iteration 6; sweep 1\n", "+iteration 6; sweep 2\n", "+iteration 6; sweep 3\n", "+iteration 6; sweep 4\n", " accuracy OK in 85.83 % of wet grid points ( 95.00 % required)\n", "\n", " iteration 7; sweep 1\n", "+iteration 7; sweep 2\n", "+iteration 7; sweep 3\n", "+iteration 7; sweep 4\n", " accuracy OK in 96.86 % of wet grid points ( 95.00 % required)\n", "\n", "+SWAN is processing output request 1\n", "+SWAN is processing output request 2\n", "+SWAN is processing output request 3\n", "+time 20230101.010000 , step 1; iteration 1; sweep 1\n", "+time 20230101.010000 , step 1; iteration 1; sweep 2\n", "+time 20230101.010000 , step 1; iteration 1; sweep 3\n", "+time 20230101.010000 , step 1; iteration 1; sweep 4\n", "+time 20230101.010000 , step 1; iteration 2; sweep 1\n", "+time 20230101.010000 , step 1; iteration 2; sweep 2\n", "+time 20230101.010000 , step 1; iteration 2; sweep 3\n", "+time 20230101.010000 , step 1; iteration 2; sweep 4\n", "+time 20230101.010000 , step 1; iteration 3; sweep 1\n", "+time 20230101.010000 , step 1; iteration 3; sweep 2\n", "+time 20230101.010000 , step 1; iteration 3; sweep 3\n", "+time 20230101.010000 , step 1; iteration 3; sweep 4\n", "+SWAN is processing output request 1\n", "+SWAN is processing output request 2\n", "+SWAN is processing output request 3\n", "+time 20230101.020000 , step 2; iteration 1; sweep 1\n", "+time 20230101.020000 , step 2; iteration 1; sweep 2\n", "+time 20230101.020000 , step 2; iteration 1; sweep 3\n", "+time 20230101.020000 , step 2; iteration 1; sweep 4\n", "+time 20230101.020000 , step 2; iteration 2; sweep 1\n", "+time 20230101.020000 , step 2; iteration 2; sweep 2\n", "+time 20230101.020000 , step 2; iteration 2; sweep 3\n", "+time 20230101.020000 , step 2; iteration 2; sweep 4\n", "+time 20230101.020000 , step 2; iteration 3; sweep 1\n", "+time 20230101.020000 , step 2; iteration 3; sweep 2\n", "+time 20230101.020000 , step 2; iteration 3; sweep 3\n", "+time 20230101.020000 , step 2; iteration 3; sweep 4\n", "+SWAN is processing output request 1\n", "+SWAN is processing output request 2\n", "+SWAN is processing output request 3\n", "+time 20230101.030000 , step 3; iteration 1; sweep 1\n", "+time 20230101.030000 , step 3; iteration 1; sweep 2\n", "+time 20230101.030000 , step 3; iteration 1; sweep 3\n", "+time 20230101.030000 , step 3; iteration 1; sweep 4\n", "+time 20230101.030000 , step 3; iteration 2; sweep 1\n", "+time 20230101.030000 , step 3; iteration 2; sweep 2\n", "+time 20230101.030000 , step 3; iteration 2; sweep 3\n", "+time 20230101.030000 , step 3; iteration 2; sweep 4\n", "+time 20230101.030000 , step 3; iteration 3; sweep 1\n", "+time 20230101.030000 , step 3; iteration 3; sweep 2\n", "+time 20230101.030000 , step 3; iteration 3; sweep 3\n", "+time 20230101.030000 , step 3; iteration 3; sweep 4\n", "+SWAN is processing output request 1\n", "+SWAN is processing output request 2\n", "+SWAN is processing output request 3\n", "+time 20230101.040000 , step 4; iteration 1; sweep 1\n", "+time 20230101.040000 , step 4; iteration 1; sweep 2\n", "+time 20230101.040000 , step 4; iteration 1; sweep 3\n", "+time 20230101.040000 , step 4; iteration 1; sweep 4\n", "+time 20230101.040000 , step 4; iteration 2; sweep 1\n", "+time 20230101.040000 , step 4; iteration 2; sweep 2\n", "+time 20230101.040000 , step 4; iteration 2; sweep 3\n", "+time 20230101.040000 , step 4; iteration 2; sweep 4\n", "+time 20230101.040000 , step 4; iteration 3; sweep 1\n", "+time 20230101.040000 , step 4; iteration 3; sweep 2\n", "+time 20230101.040000 , step 4; iteration 3; sweep 3\n", "+time 20230101.040000 , step 4; iteration 3; sweep 4\n", "+SWAN is processing output request 1\n", "+SWAN is processing output request 2\n", "+SWAN is processing output request 3\n", "+time 20230101.050000 , step 5; iteration 1; sweep 1\n", "+time 20230101.050000 , step 5; iteration 1; sweep 2\n", "+time 20230101.050000 , step 5; iteration 1; sweep 3\n", "+time 20230101.050000 , step 5; iteration 1; sweep 4\n", "+time 20230101.050000 , step 5; iteration 2; sweep 1\n", "+time 20230101.050000 , step 5; iteration 2; sweep 2\n", "+time 20230101.050000 , step 5; iteration 2; sweep 3\n", "+time 20230101.050000 , step 5; iteration 2; sweep 4\n", "+time 20230101.050000 , step 5; iteration 3; sweep 1\n", "+time 20230101.050000 , step 5; iteration 3; sweep 2\n", "+time 20230101.050000 , step 5; iteration 3; sweep 3\n", "+time 20230101.050000 , step 5; iteration 3; sweep 4\n", "+SWAN is processing output request 1\n", "+SWAN is processing output request 2\n", "+SWAN is processing output request 3\n", "+time 20230101.060000 , step 6; iteration 1; sweep 1\n", "+time 20230101.060000 , step 6; iteration 1; sweep 2\n", "+time 20230101.060000 , step 6; iteration 1; sweep 3\n", "+time 20230101.060000 , step 6; iteration 1; sweep 4\n", "+time 20230101.060000 , step 6; iteration 2; sweep 1\n", "+time 20230101.060000 , step 6; iteration 2; sweep 2\n", "+time 20230101.060000 , step 6; iteration 2; sweep 3\n", "+time 20230101.060000 , step 6; iteration 2; sweep 4\n", "+time 20230101.060000 , step 6; iteration 3; sweep 1\n", "+time 20230101.060000 , step 6; iteration 3; sweep 2\n", "+time 20230101.060000 , step 6; iteration 3; sweep 3\n", "+time 20230101.060000 , step 6; iteration 3; sweep 4\n", "+SWAN is processing output request 1\n", "+SWAN is processing output request 2\n", "+SWAN is processing output request 3\n", "+time 20230101.070000 , step 7; iteration 1; sweep 1\n", "+time 20230101.070000 , step 7; iteration 1; sweep 2\n", "+time 20230101.070000 , step 7; iteration 1; sweep 3\n", "+time 20230101.070000 , step 7; iteration 1; sweep 4\n", "+time 20230101.070000 , step 7; iteration 2; sweep 1\n", "+time 20230101.070000 , step 7; iteration 2; sweep 2\n", "+time 20230101.070000 , step 7; iteration 2; sweep 3\n", "+time 20230101.070000 , step 7; iteration 2; sweep 4\n", "+time 20230101.070000 , step 7; iteration 3; sweep 1\n", "+time 20230101.070000 , step 7; iteration 3; sweep 2\n", "+time 20230101.070000 , step 7; iteration 3; sweep 3\n", "+time 20230101.070000 , step 7; iteration 3; sweep 4\n", "+SWAN is processing output request 1\n", "+SWAN is processing output request 2\n", "+SWAN is processing output request 3\n", "+time 20230101.080000 , step 8; iteration 1; sweep 1\n", "+time 20230101.080000 , step 8; iteration 1; sweep 2\n", "+time 20230101.080000 , step 8; iteration 1; sweep 3\n", "+time 20230101.080000 , step 8; iteration 1; sweep 4\n", "+time 20230101.080000 , step 8; iteration 2; sweep 1\n", "+time 20230101.080000 , step 8; iteration 2; sweep 2\n", "+time 20230101.080000 , step 8; iteration 2; sweep 3\n", "+time 20230101.080000 , step 8; iteration 2; sweep 4\n", "+time 20230101.080000 , step 8; iteration 3; sweep 1\n", "+time 20230101.080000 , step 8; iteration 3; sweep 2\n", "+time 20230101.080000 , step 8; iteration 3; sweep 3\n", "+time 20230101.080000 , step 8; iteration 3; sweep 4\n", "+SWAN is processing output request 1\n", "+SWAN is processing output request 2\n", "+SWAN is processing output request 3\n", "+time 20230101.090000 , step 9; iteration 1; sweep 1\n", "+time 20230101.090000 , step 9; iteration 1; sweep 2\n", "+time 20230101.090000 , step 9; iteration 1; sweep 3\n", "+time 20230101.090000 , step 9; iteration 1; sweep 4\n", "+time 20230101.090000 , step 9; iteration 2; sweep 1\n", "+time 20230101.090000 , step 9; iteration 2; sweep 2\n", "+time 20230101.090000 , step 9; iteration 2; sweep 3\n", "+time 20230101.090000 , step 9; iteration 2; sweep 4\n", "+time 20230101.090000 , step 9; iteration 3; sweep 1\n", "+time 20230101.090000 , step 9; iteration 3; sweep 2\n", "+time 20230101.090000 , step 9; iteration 3; sweep 3\n", "+time 20230101.090000 , step 9; iteration 3; sweep 4\n", "+SWAN is processing output request 1\n", "+SWAN is processing output request 2\n", "+SWAN is processing output request 3\n", "+time 20230101.100000 , step 10; iteration 1; sweep 1\n", "+time 20230101.100000 , step 10; iteration 1; sweep 2\n", "+time 20230101.100000 , step 10; iteration 1; sweep 3\n", "+time 20230101.100000 , step 10; iteration 1; sweep 4\n", "+time 20230101.100000 , step 10; iteration 2; sweep 1\n", "+time 20230101.100000 , step 10; iteration 2; sweep 2\n", "+time 20230101.100000 , step 10; iteration 2; sweep 3\n", "+time 20230101.100000 , step 10; iteration 2; sweep 4\n", "+time 20230101.100000 , step 10; iteration 3; sweep 1\n", "+time 20230101.100000 , step 10; iteration 3; sweep 2\n", "+time 20230101.100000 , step 10; iteration 3; sweep 3\n", "+time 20230101.100000 , step 10; iteration 3; sweep 4\n", "+SWAN is processing output request 1\n", "+SWAN is processing output request 2\n", "+SWAN is processing output request 3\n", "+time 20230101.110000 , step 11; iteration 1; sweep 1\n", "+time 20230101.110000 , step 11; iteration 1; sweep 2\n", "+time 20230101.110000 , step 11; iteration 1; sweep 3\n", "+time 20230101.110000 , step 11; iteration 1; sweep 4\n", "+time 20230101.110000 , step 11; iteration 2; sweep 1\n", "+time 20230101.110000 , step 11; iteration 2; sweep 2\n", "+time 20230101.110000 , step 11; iteration 2; sweep 3\n", "+time 20230101.110000 , step 11; iteration 2; sweep 4\n", "+time 20230101.110000 , step 11; iteration 3; sweep 1\n", "+time 20230101.110000 , step 11; iteration 3; sweep 2\n", "+time 20230101.110000 , step 11; iteration 3; sweep 3\n", "+time 20230101.110000 , step 11; iteration 3; sweep 4\n", "+SWAN is processing output request 1\n", "+SWAN is processing output request 2\n", "+SWAN is processing output request 3\n", "+time 20230101.120000 , step 12; iteration 1; sweep 1\n", "+time 20230101.120000 , step 12; iteration 1; sweep 2\n", "+time 20230101.120000 , step 12; iteration 1; sweep 3\n", "+time 20230101.120000 , step 12; 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iteration 1; sweep 4\n", "+time 20230101.220000 , step 22; iteration 2; sweep 1\n", "+time 20230101.220000 , step 22; iteration 2; sweep 2\n", "+time 20230101.220000 , step 22; iteration 2; sweep 3\n", "+time 20230101.220000 , step 22; iteration 2; sweep 4\n", "+time 20230101.220000 , step 22; iteration 3; sweep 1\n", "+time 20230101.220000 , step 22; iteration 3; sweep 2\n", "+time 20230101.220000 , step 22; iteration 3; sweep 3\n", "+time 20230101.220000 , step 22; iteration 3; sweep 4\n", "+SWAN is processing output request 1\n", "+SWAN is processing output request 2\n", "+SWAN is processing output request 3\n", "+time 20230101.230000 , step 23; iteration 1; sweep 1\n", "+time 20230101.230000 , step 23; iteration 1; sweep 2\n", "+time 20230101.230000 , step 23; iteration 1; sweep 3\n", "+time 20230101.230000 , step 23; iteration 1; sweep 4\n", "+time 20230101.230000 , step 23; iteration 2; sweep 1\n", "+time 20230101.230000 , step 23; iteration 2; sweep 2\n", "+time 20230101.230000 , step 23; iteration 2; sweep 3\n", "+time 20230101.230000 , step 23; iteration 2; sweep 4\n", "+time 20230101.230000 , step 23; iteration 3; sweep 1\n", "+time 20230101.230000 , step 23; iteration 3; sweep 2\n", "+time 20230101.230000 , step 23; iteration 3; sweep 3\n", "+time 20230101.230000 , step 23; iteration 3; sweep 4\n", "+SWAN is processing output request 1\n", "+SWAN is processing output request 2\n", "+SWAN is processing output request 3\n", "+time 20230102.000000 , step 24; iteration 1; sweep 1\n", "+time 20230102.000000 , step 24; iteration 1; sweep 2\n", "+time 20230102.000000 , step 24; iteration 1; sweep 3\n", "+time 20230102.000000 , step 24; iteration 1; sweep 4\n", "+time 20230102.000000 , step 24; iteration 2; sweep 1\n", "+time 20230102.000000 , step 24; iteration 2; sweep 2\n", "+time 20230102.000000 , step 24; iteration 2; sweep 3\n", "+time 20230102.000000 , step 24; iteration 2; sweep 4\n", "+time 20230102.000000 , step 24; iteration 3; sweep 1\n", "+time 20230102.000000 , step 24; iteration 3; sweep 2\n", "+time 20230102.000000 , step 24; iteration 3; sweep 3\n", "+time 20230102.000000 , step 24; iteration 3; sweep 4\n", "+SWAN is processing output request 1\n", "+SWAN is processing output request 2\n", "+SWAN is processing output request 3\n" ] } ], "source": [ "!docker run -v ./example_declarative/run1:/home oceanum/swan:4141 swan.exe" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Plot outputs" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "import os\n", "import numpy as np\n", "import pandas as pd\n", "import xarray as xr\n", "import matplotlib.pyplot as plt\n", "import cartopy.crs as ccrs\n", "from wavespectra import read_ncswan\n", "from wavespectra.core.swan import read_tab\n", "\n", "pd.set_option(\"display.notebook_repr_html\", False)" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[PosixPath('example_declarative/run1/INPUT'),\n", " PosixPath('example_declarative/run1/PRINT'),\n", " PosixPath('example_declarative/run1/bottom.grd'),\n", " PosixPath('example_declarative/run1/hotfile_20230102T000000.txt'),\n", " PosixPath('example_declarative/run1/norm_end'),\n", " PosixPath('example_declarative/run1/swangrid.nc'),\n", " PosixPath('example_declarative/run1/swaninit'),\n", " PosixPath('example_declarative/run1/swanspec.nc'),\n", " PosixPath('example_declarative/run1/swantable.txt'),\n", " PosixPath('example_declarative/run1/wind.grd')]" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "modeldir = Path(run.output_dir) / run.run_id\n", "\n", "sorted(modeldir.glob(\"*\"))" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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<xarray.Dataset>\n",
       "Dimensions:    (time: 25, yc: 25, xc: 15)\n",
       "Coordinates:\n",
       "  * time       (time) datetime64[ns] 2023-01-01 ... 2023-01-02\n",
       "    longitude  (yc, xc) float32 ...\n",
       "    latitude   (yc, xc) float32 ...\n",
       "Dimensions without coordinates: yc, xc\n",
       "Data variables:\n",
       "    depth      (time, yc, xc) float32 ...\n",
       "    xwnd       (time, yc, xc) float32 ...\n",
       "    ywnd       (time, yc, xc) float32 ...\n",
       "    hs         (time, yc, xc) float32 ...\n",
       "    tps        (time, yc, xc) float32 ...\n",
       "    theta0     (time, yc, xc) float32 ...\n",
       "Attributes:\n",
       "    Conventions:             CF-1.5\n",
       "    History:                 Created with agioncmd version 1.5\n",
       "    Directional_convention:  nautical\n",
       "    project:                 Test declarative\n",
       "    run:                     run1
" ], "text/plain": [ "\n", "Dimensions: (time: 25, yc: 25, xc: 15)\n", "Coordinates:\n", " * time (time) datetime64[ns] 2023-01-01 ... 2023-01-02\n", " longitude (yc, xc) float32 ...\n", " latitude (yc, xc) float32 ...\n", "Dimensions without coordinates: yc, xc\n", "Data variables:\n", " depth (time, yc, xc) float32 ...\n", " xwnd (time, yc, xc) float32 ...\n", " ywnd (time, yc, xc) float32 ...\n", " hs (time, yc, xc) float32 ...\n", " tps (time, yc, xc) float32 ...\n", " theta0 (time, yc, xc) float32 ...\n", "Attributes:\n", " Conventions: CF-1.5\n", " History: Created with agioncmd version 1.5\n", " Directional_convention: nautical\n", " project: Test declarative\n", " run: run1" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Gridded output\n", "\n", "dsgrid = xr.open_dataset(modeldir / run.config.output.block.fname)\n", "dsgrid" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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<xarray.Dataset>\n",
       "Dimensions:  (time: 25, site: 3, freq: 35, dir: 36)\n",
       "Coordinates:\n",
       "  * time     (time) datetime64[ns] 2023-01-01 2023-01-01T01:00:00 ... 2023-01-02\n",
       "  * freq     (freq) float32 0.04 0.04397 0.04834 0.05314 ... 0.8275 0.9097 1.0\n",
       "  * dir      (dir) float32 261.0 251.0 241.0 231.0 ... 301.0 291.0 281.0 271.0\n",
       "  * site     (site) int64 1 2 3\n",
       "Data variables:\n",
       "    lon      (site) float32 dask.array<chunksize=(3,), meta=np.ndarray>\n",
       "    lat      (site) float32 dask.array<chunksize=(3,), meta=np.ndarray>\n",
       "    efth     (time, site, freq, dir) float32 dask.array<chunksize=(25, 3, 35, 36), meta=np.ndarray>\n",
       "    dpt      (time, site) float32 dask.array<chunksize=(25, 3), meta=np.ndarray>\n",
       "    wspd     (time, site) float32 dask.array<chunksize=(25, 3), meta=np.ndarray>\n",
       "    wdir     (time, site) float32 dask.array<chunksize=(25, 3), meta=np.ndarray>\n",
       "Attributes:\n",
       "    Conventions:             CF-1.5\n",
       "    History:                 Created with agioncmd version 1.5\n",
       "    Directional_convention:  nautical\n",
       "    project:                 Test declarative\n",
       "    model:                   41.41\n",
       "    run:                     run1
" ], "text/plain": [ "\n", "Dimensions: (time: 25, site: 3, freq: 35, dir: 36)\n", "Coordinates:\n", " * time (time) datetime64[ns] 2023-01-01 2023-01-01T01:00:00 ... 2023-01-02\n", " * freq (freq) float32 0.04 0.04397 0.04834 0.05314 ... 0.8275 0.9097 1.0\n", " * dir (dir) float32 261.0 251.0 241.0 231.0 ... 301.0 291.0 281.0 271.0\n", " * site (site) int64 1 2 3\n", "Data variables:\n", " lon (site) float32 dask.array\n", " lat (site) float32 dask.array\n", " efth (time, site, freq, dir) float32 dask.array\n", " dpt (time, site) float32 dask.array\n", " wspd (time, site) float32 dask.array\n", " wdir (time, site) float32 dask.array\n", "Attributes:\n", " Conventions: CF-1.5\n", " History: Created with agioncmd version 1.5\n", " Directional_convention: nautical\n", " project: Test declarative\n", " model: 41.41\n", " run: run1" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Spectra output\n", "\n", "dspec = read_ncswan(modeldir / run.config.output.specout.fname)\n", "dspec" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "%\n", "%\n", "% Run:run1 Table:pts SWAN version:41.41\n", "%\n", "% Time Hsig Hswell Dir TPsmoo Tm01 \n", "% [ ] [m] [m] [degr] [sec] [sec] \n", "%\n", "20230101.000000 0.61126 0.00002 183.186 3.6992 2.7202 \n", "20230101.000000 1.07937 0.03900 176.467 4.9832 3.7063 \n", "20230101.000000 -9.00000 -9.00000 -9.000 -9.0000 -9.0000 \n", "20230101.010000 0.61275 0.00002 182.850 3.7210 2.7083 \n", "20230101.010000 1.07086 0.03935 176.350 5.0704 3.6928 \n", "20230101.010000 -9.00000 -9.00000 -9.000 -9.0000 -9.0000 \n", "20230101.020000 0.61664 0.00002 182.787 3.7145 2.7083 \n", "20230101.020000 1.06328 0.03973 176.565 5.0631 3.6886 \n" ] }, { "data": { "text/plain": [ "0" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "os.system(f\"head -n 15 {modeldir / run.config.output.table.fname}\")" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "text/plain": [ " Hsig Hswell Dir TPsmoo Tm01\n", "time \n", "2023-01-01 00:00:00 0.61126 0.00002 183.186 3.6992 2.7202\n", "2023-01-01 01:00:00 0.61275 0.00002 182.850 3.7210 2.7083\n", "2023-01-01 02:00:00 0.61664 0.00002 182.787 3.7145 2.7083\n", "2023-01-01 03:00:00 0.61837 0.00001 182.792 3.7198 2.7177\n", "2023-01-01 04:00:00 0.62287 0.00001 182.762 3.7230 2.7247" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Timeseries output (keep 1st site only)\n", "\n", "df = read_tab(modeldir / run.config.output.table.fname)\n", "\n", "df[\"time\"] = df.index\n", "df = df.drop_duplicates(\"time\", keep=\"first\").drop(\"time\", axis=1)\n", "df.head()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Plot model depth" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(subplot_kw=dict(projection=ccrs.PlateCarree()))\n", "p = dsgrid.depth.isel(time=0, drop=True).plot(ax=ax, x=\"longitude\", y=\"latitude\")\n", "ax.coastlines();" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Plot gridded Hs" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "f = dsgrid.hs.isel(time=slice(0, -1, 3)).plot(\n", " x=\"longitude\",\n", " y=\"latitude\",\n", " col=\"time\",\n", " col_wrap=4,\n", " vmin=0,\n", " vmax=2,\n", " cmap=\"turbo\",\n", " subplot_kws=dict(projection=ccrs.PlateCarree()),\n", ")\n", "f.map(lambda: plt.gca().coastlines());" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Plot gridded wind" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "u = dsgrid.xwnd.isel(time=slice(0, -1, 3))\n", "v = dsgrid.ywnd.isel(time=slice(0, -1, 3))\n", "f = np.sqrt(u ** 2 + v ** 2).plot(\n", " x=\"longitude\",\n", " y=\"latitude\",\n", " col=\"time\",\n", " col_wrap=4,\n", " vmin=2,\n", " vmax=12,\n", " cmap=\"jet\",\n", " cbar_kwargs={\"label\": \"Wind speed (m/s)\"},\n", " subplot_kws=dict(projection=ccrs.PlateCarree()),\n", ")\n", "for ax, time in zip(f.axs.flat, u.time):\n", " ax.coastlines()\n", " ax.quiver(u.longitude, u.latitude, u.sel(time=time), v.sel(time=time), scale=150)\n", " ax.plot(dspec.isel(site=0).lon, dspec.isel(site=0).lat, \"ok\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Plot spectra" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "p = dspec.isel(site=0, time=slice(0, -1, 3)).spec.plot(col=\"time\", col_wrap=4)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Plot timeseries" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, (ax1, ax2) = plt.subplots(1, 2, figsize=(15, 5))\n", "\n", "df.Hsig.plot(ax=ax1, label=\"From table\", linewidth=5)\n", "dspec.isel(site=0).spec.hs().to_pandas().plot(ax=ax1, label=\"From spectra\")\n", "ax1.set_ylabel(\"Hs (m)\")\n", "l = ax1.legend()\n", "\n", "df.TPsmoo.plot(ax=ax2, label=\"From table\", linewidth=5)\n", "dspec.isel(site=0).spec.tp(smooth=True).to_pandas().plot(ax=ax2, label=\"From spectra\")\n", "ax2.set_ylabel(\"Tp (s)\")\n", "l = ax2.legend()" ] } ], "metadata": { "kernelspec": { "display_name": "rompy", "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": "3.10.12" } }, "nbformat": 4, "nbformat_minor": 4 }