{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Generic dfs processing\n", "Tools and methods that applies to any type of dfs files. \n", "\n", "* mikeio.read()\n", "* mikeio.generic: methods that read any dfs file and outputs a new dfs file of the same type\n", " - concat: Concatenates files along the time axis \n", " - scale: Apply scaling to any dfs file\n", " - sum: Sum two dfs files \n", " - diff: Calculate difference between two dfs files\n", " - extract: Extract timesteps and/or items to a new dfs file\n", " - time-avg: Create a temporally averaged dfs file\n", " - quantile: Create temporal quantiles of dfs file\n" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import matplotlib.pyplot as plt\n", "import mikeio\n", "import mikeio.generic" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Concatenation" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Take a look at these two files with overlapping timesteps." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "\n", "dims: (time:97, x:10)\n", "time: 2019-01-01 00:00:00 - 2019-01-03 00:00:00 (97 records)\n", "geometry: Grid1D (n=10, dx=0.06667)\n", "items:\n", " 0: Level (meter)" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "t1 = mikeio.read(\"../tests/testdata/tide1.dfs1\")\n", "t1" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "\n", "dims: (time:97, x:10)\n", "time: 2019-01-02 00:00:00 - 2019-01-04 00:00:00 (97 records)\n", "geometry: Grid1D (n=10, dx=0.06667)\n", "items:\n", " 0: Level (meter)" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "t2 = mikeio.read(\"../tests/testdata/tide2.dfs1\")\n", "t2" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Plot one of the points along the line." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.plot(t1.time,t1[0].isel(x=1).values, label=\"File 1\")\n", "plt.plot(t2.time,t2[0].isel(x=1).values,'k+', label=\"File 2\")\n", "plt.legend()" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "mikeio.generic.concat(infilenames=[\"../tests/testdata/tide1.dfs1\",\n", " \"../tests/testdata/tide2.dfs1\"],\n", " outfilename=\"concat.dfs1\")" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "\n", "dims: (time:145, x:10)\n", "time: 2019-01-01 00:00:00 - 2019-01-04 00:00:00 (145 records)\n", "geometry: Grid1D (n=10, dx=0.06667)\n", "items:\n", " 0: Level (meter)" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "c = mikeio.read(\"concat.dfs1\")\n", "c[0].isel(x=1).plot()\n", "c" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Difference between two files\n", "\n", "Take difference between two dfs files with same structure - e.g. to see the difference in result between two calibration runs" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "100%|███████████████████████████████████████████████████████████████████████████████████| 5/5 [00:00<00:00, 999.36it/s]\n" ] } ], "source": [ "fn1 = \"../tests/testdata/oresundHD_run1.dfsu\"\n", "fn2 = \"../tests/testdata/oresundHD_run2.dfsu\"\n", "fn_diff = \"oresundHD_difference.dfsu\"\n", "mikeio.generic.diff(fn1, fn2, fn_diff)" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "_, ax = plt.subplots(1,3, sharey=True, figsize=(12,5))\n", "da = mikeio.read(fn1, time=-1)[0]\n", "da.plot(vmin=0.06, vmax=0.27, ax=ax[0], title='run 1')\n", "da = mikeio.read(fn2, time=-1)[0]\n", "da.plot(vmin=0.06, vmax=0.27, ax=ax[1], title='run 2')\n", "da = mikeio.read(fn_diff, time=-1)[0]\n", "da.plot(vmin=-0.1, vmax=0.1, cmap='coolwarm', ax=ax[2], title='difference');" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Extract time steps or items\n", "\n", "The extract() method can extract a part of a file:\n", "\n", "* **time slice** by specifying *start* and/or *end*\n", "* specific **items**" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "infile = \"../tests/testdata/tide1.dfs1\"\n", "mikeio.generic.extract(infile, \"extracted.dfs1\", start='2019-01-02')" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "\n", "dims: (time:49, x:10)\n", "time: 2019-01-02 00:00:00 - 2019-01-03 00:00:00 (49 records)\n", "geometry: Grid1D (n=10, dx=0.06667)\n", "items:\n", " 0: Level (meter)" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "e = mikeio.read(\"extracted.dfs1\")\n", "e" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "infile = \"../tests/testdata/oresund_vertical_slice.dfsu\"\n", "mikeio.generic.extract(infile, \"extracted.dfsu\", items='Salinity', end=-2)" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "\n", "dims: (time:2, element:441)\n", "time: 1997-09-15 21:00:00 - 1997-09-16 00:00:00 (2 records)\n", "geometry: DfsuVerticalProfileSigmaZ (441 elements, 4 sigma-layers, 5 z-layers)\n", "items:\n", " 0: Salinity (PSU)" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "e = mikeio.read(\"extracted.dfsu\")\n", "e" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Scaling\n", "\n", "Adding a constant e.g to adjust datum" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "image/png": 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ffTdeeeUVzJw5s9fzUVjjX2xzFCnrFroI5qiYLKb1Jqrty0Kcfj4kCgZMKWkCA4Vn0S1y2B/xIsTxgBuocB5EJd+Gaq6tby9OoVDSMqgCvGLFCixatAiVlZXYv38/7r77bnR2duLCCy8EANx4440477zzcPzxx2P+/Pn417/+hRdffBGbNm3Sxli2bBnKy8tx7733AlBth1WrVuEPf/gDqqur0draCgDwer3wer05z1GxK9pXdQJjSu8ytlpRz2ndKFKklOXqCacS8VwFOkmIBRtigt3QHYOI7zR+aJSqpAw++VhEkxRqQZgZ1EW4ffv24fzzz8fhhx+Os846CzzPY+vWrVqEe+aZZ+Lxxx/Hfffdh6lTp+K3v/0tnn/+eRx33HHaGA0NDWhpadEeP/rooxAEAWeffTZKS0u12wMPPJDz/BRe0Vr5MB5Ru5Hj5Ca7ZVWo7QpkXr2ZF+/6SirB1i/wpbqGFZIX5WwCo9YJ1uHlYih3BgCoXSUoFILqAff91l9UV1cnbeq65ZZb+u318sWgRsAbNmzIeM0ll1yCSy65JOV5fTQMAHV1dX2cFYVCGY7ceeeduPzyy7XHvfnGO9AMKQ94qKLvpQYAnEeAKLKIh3tCW4WHWuCGV8AIDCS7okWYJHuiP2udW0XBZnvCqmAPIzAQRdUHbo0UoMAeVWsDS074bWEU9t+UKcMIOQ+1IPo7C6KgoCDlpq6hCs2MzhGOk+Dg4+A4CXaPAIbrEWbNovBKULySZk3obQlCv5Wa1GGVf2zeqqy3ISIijz2dY/BxuBw7o5WoEz2QW2v6f6KUIU8+N2KYNz3FYrG8zPFnP/sZRo8ejenTp2Pt2rUQhKG/hkEjYAqFkhEZtrzlAZONToTVq1djzZo1fRr72muvxTe/+U0UFRVh27ZtWLlyJb766iv89re/7dO4/Q0V4EzwssF+IDj4uHafnNWuS/yUOBYKOIMtQb50DGTrNXM6m7lWhPS1CwEvj5i/G928emFXok3RNP4jQyNMCqWvNDY2orCwx9xKlYO/Zs0a3HHHHWnHeu+99zBz5kxtsxYAHH300SgqKsLZZ5+tRcVDFSrA6eB7Esw4LrUI68/5Pd0AgG6RAzxAEG4oIqt5xFIiaU3mGXAhJm+73jJhJcKAKsRsRO2WHOV4OPg4IiKv+cH1kowqRKkXfIgjKQykPpaTJM8vLCw0CHAqli9fru2ITUV1dbXl8dmzZwMAvvjiCyrAwxUm4fMS35fg4kTL+wAw1h3S7odEHjFB/YhFkVUjYl6tPqYAEGGHTWDACgm/VhcVk87L+Wx3pM8pJpBomI3YEOc5BOGGa2wQgBoF14mj4LcdAJor6bbkQ5j8FGTPbRGuuLgYxcXFvXqt7du3AwBKS0t79fyBggowhUIZ1mzZsgVbt27F/Pnz4fP58N577+G6667D6aefjsrKoV1MigpwGhxuASxng4OPGyJdN5edgVvi7kKJuwsh0YGQyCMi8qo1kSDIuREXWUghFmzEBg5q1EtuJAoG+rflveZHB1jIERu6izjtPWqNOjnaMeNQRlZskPu4E07up51wDocDzz77LO644w7EYjFUVVXh8ssvx0033dQvr5dPqACnwcFLYHXiaxZebwYhLrAn7yYjY0REHiiKICbYIXpUWyL6tQt8wAYb3yPCevIlwlZWBECEmEEorC6KeDlBywkOsdQHPpQZDAsiW775zW9i69at/TJ2f0PzgCkUCmWQoBFwGpx2EXZO/Rulj34zRb7qNT3J5SQS1h8DgL3B0Ybout3jQfCgmjVhC9jhaexZde6PaDjVopzwtQsB3omYYIeXm4SG2GgECj7HaTQd7ZBFBvqcBSFnvuSQgwpwFhDx9RpE2Hr3jr6wOQAU2qNqcfO4y3BdZ9yJib524/N8AkLuMNojHoQ8DgghD2wiYA8BrKjeJHP35ByF2CzkZmQO4AM2SDwQixTgXbEKY/yj0Rl3wm/bgnm5vRxlhJCfjRj0C7cZKsBpcHMC7ByTUnhJZFuY+NkZd6LcGYDP3g0fG4GPjWjXBlm3+lNya8cKdR5xp92JrrgTXi4GLyegHkUIjHXCFrFB5hjYwwAXVkXYir5ExPp0N31eMiswEL52oSXM40DAiz2dY3CROBsnuutRUd5iPRiFQskaKsAUCiUj+akHTCNgM1SA0+DhRHCc6nulinwrHe2o4tXOEX5bBH42iiq25xctqIioEz2oQzGCktsQFevx2bvRGC1CV1xN9xrtDiNU5ECc59UNGyIDET2paVxYtSNy8YbT2Q9Jm0ASkTAbsUGOM4gLNtRjFJ7CHLxd+A3MjczGGZ5mujnjECEf9Xz7sx7wcIUKcBq8XAwcpyRZDXqLgXSO8NqcAGywlewzjtFaAx8TBdCGOhh39VTxbfDbIgjIbgQkt+YTF9ij6OKciPh5BDgXohyPbjcHe1EUHCchEubh/tgJLpw8Z/PuOav7mXxg/XkOgAgGgA1xONHM+dAe8aCl24eGojrcWpZ+LMrIgEbA/QP9RCgUCmWQoBFwGrxsFMXOiCHi9bMRVHMd8Nsk+BgOXpsTtpLUX8NtJbtRCGAegGmJegqdzZUIKiJ8DElpEBBUDsDPRlAvqFYFiYZDbgdCfjV0/UbhAQBqjYZ3Dh4Bd5MNXLgnYpU44yKdfied/lg6rKJjDoAsMJAEFlGPOkBI5PFpaGjvs6fkj/xsxKDxnhkqwGk40tOCEreA6U7VVvDbJJSzBUk2Q7YQv7SwrCFpV1khgPLWGoScX6BekrEjOh6Amh2BRAabPmvi6GO+wu7xYxDc5wUfsMG1v0d8rTIlsrUiZB4Ga4MVAST85rgXkA7yiAKAH5jsbUFjUynNiDgEkBUGcl/zgPv4/JEIFeA0nOb9HAVu24AJDImWp7TWwG+rBwA0CMVJOcQAUOoKwlsWA8qA1kgBmt+ogD1RiE0vsCR32CoSTiXEJNeYTVRoYwUFHAApzED02CCBR7PHh0/dpfgbeySm1R2GedVf5OdDoFAOIagAUyiUjOSnJxy1IMxQAU7D+LI9WRWOzje2kt0ob63BdOc+gy8MAMG4C4X2KDrjTjVbIu5EibsLe2uiYA44oNgVKF5J7VV3kAcfsIE/qBu7F504JJ4BKyjgQzKK/ssgMs6GsNeFVn8Bgl43dkYrEdh7NBZN/ChPnwBlqJGfamhUgM1QAR6i2Ep2J6yIA4ZUNSRsg6Dk1hbrOuNOzPnGXrSWFyAi8nBzAkrcXao1EfAhtM+rlrsMG8tdErLZRSfxiW4GX0Uh8S50B+zY2zRGXRh0Ah91V8JPrQgKJSeoAFMolIxIYCD1cSNFX58/EqECPIQhVkQ5C4TkAILKAS11rV6SEZCcqBNVe6IhNhrlzgA64z2F0wsKo2pB+DFqQfjmgA/h/R64mlgtCk5V5AfoOaalufEMZAcLX50APmRHeJwTe8rHaAWHArIbb9UdhmouTDMjRhjUgugfqAAPcUj5x8LEjTCltQYhNopqrh4BmcWbqFG3OicqrxEhLncGAKdaKMjLCdgNoBse2AMsuDAgC+mL/JgJlXHwNovwfdoJT5MDX1WMR3O1D98s24fKxJbsTZFi+KknTKFkhArwMIWkrJH84arCL7S6E8Qv1qewFdqjaj7xGCDkV5tuRkQegbALgYALtoAdjoOMVvoy1WKdxDMIlXFwObxwNYYw9n0Hwo2FeGfCEcCxQK3vy5T1LijDFwl9txCS+4pTqABTKJSMUAuif6ACPALQR8MVuuNya412Xn/s7aiMgOxGvVCMhthoNEX9PRkTYR7MAQe4EAObCDgsUtgknkH3aBaAF56mGDxNQGEDj3dwBD6ZWIIF4/+Lqe5GvFV3GKbxAq2YNgKgxXj6ByrAIxir9kG2kt1JXS06mytRL8moE0dhw4FZaC1Xxbg74ALAacJr43q2KRMRlngGfJcET1M3yt50Ibx7FP501Cx8UFOBEncXJntbcLxA09MoFCuoAFMolIwoeagHrNA0tCSoAFNQWNaAqQCmAlg0EXir7jA8016LrXw1AoIPjMCAiTOwCQzkgz3pazLPQOJZCAU2uBw2ONsE8F0snB12tH9cga8mKviwejy2janGzuhJWH7E64P9Vim9hFoQ/QMVYEoS86q/wLxq9f4P370cHzaPR3fABVmwAWDBCmrHDJsAwANwYQYSbwdfYAPfJWs3m2BHOFSInePVTIzlg/WGKJQhChXgAcZqYWwoc0vZP/F373S8vr9G9YXhgaSLiLkwEONJJw4bBK9NrRvRJWsbNg6CwyeeEqz95Hs43vNf6gcPQ2g5yv6BCjCFQskILcjeP1ABHkBI9EvuD4coeGrFPlQ1V+J4z39RJxbjua9noj5YhOBBN+JhDjKv/qeyCYzWgcMmqN6ws02Aqw3Af+3oCnvwJGbj06pS1ImzsfQbWwf3jVEoQwAqwAMIEVy9EA8HCssaMA9qW6UT3aXYFKnCvzqm4pO2EgQPqmUy4yILKcSCiTPgQqoYh8sdcLXF4WqLA7AjVuTBXv9o7HJWYFfjeEyt6F1nEcrAQy2I/oEKMIVCyYgMW58LqtOC7MlQAR4EhoP1kIqK8hb8sLUG1dwb+I/3CLzEHYVuUS2bFvPbIYosYmEe0n4OXNgGNsaC75LAxhTIvIJukUNn3Ik3wzWoSjQppVAOVagAU3LGVrIb05orAfwXvsoIGmKj0Rl3Yk/nGPWCMUD7WA8Cfh8kjkXRF4r23Jhgx872crR0+xCU3DhdolbEcEBSGEh9tBD6+vyRCBVgSq8gvvC05krUS7tRJ47Cy5iGlm6feoEbiI21oztQiMIGBs42AY6DLnT7XRBFFgcCXm0sGgkPfagH3D9QU4ZCoWRESVRD68tN6cedcGvXrsWcOXPgdrvh9/str2loaMCiRYvg8XhQXFyMa665BoLQiyaJeYQKMKVPFJY1YGrFPpzgDOAoTxNKXUHsj3jRHvHAwccRHyuiYzILsZCD62vAvp9DPMxDEliERB7BuAv1kjzYb4MyzBEEAeeccw5+9KMfWZ6XJAmnnXYawuEwNm/ejA0bNuD555/HDTfcMMAzNUItCEpeKCxrwBlKKaY5G1BoPwYfdFSg/sAouPzd6J4AdB7kMPb9EFjBg06BQ2ysDc0BHyIiD5+9G1MH+w1Q0jLUe8LdcccdAICnnnrK8vzGjRvx6aeforGxEWVlZQCABx98EBdddBHWrl07KN3PARoBUyiULJCVHh+49zd1rM7OTsMtFov1+/y3bNmCo446ShNfADjllFMQi8XwwQcf9Pvrp4IKMCVvVJS3YF71F7htzLs4aexuyE1udAdcYDgJ3WMBJhqHt1mEaz9gD7DoDrhwIODFS01H4Vf/PWmwp08ZICoqKuDz+bTbvffe2++v2drainHjxhmOFRUVged5tLa29vvrp4IKMCXvFJY14PTCHbAJDCCov2Kx8SJCkwpgi0korI+jcC/AhFjEwzwOBLwISm40NpUO8swpqejrApy+pVFjYyOCwaB2W7lypeVrrlmzBgzDpL29//77Wb8Hhkm2QBRFsTw+UFAPmJJX5NYa3Nteg3XbrgHGinD5u+Hg4wCAzspRcLYBzgNRsDEeoodH3GtDrMiObWXVONrVYGipRBk6yHkoyE6eX1hYmJXnunz5cixevDjtNdXV1Vm9dklJCd59913DsYMHD0IUxaTIeCChAkyhUIYkxcXFKC4uzstYtbW1WLt2LVpaWlBaqn7T2rhxIxwOB2bMmJGX1+gNVIApeeXtqIzX99cAgg2usWH4Pd3auQPjegr0AIDzoAJRVOsKU4Y2Q30nXENDAzo6OtDQ0ABJkrBjxw4AwGGHHQav14sFCxZg8uTJWLp0Ke6//350dHRgxYoVuPzyywctAwKgAkzJI53NlagTy+DlBPjHB+HiRLg5NdE9IvKQyqM4KDgh7OPhapfAd8lgBQY2wYaP6sqxgZuFj7pp0fahyFBvS3/77bfj6aef1h4fc8wxAIA33ngDJ554IliWxcsvv4yrrroKc+fOhcvlwpIlS/DAAw/025yygQowhUIZ9jz11FMpc4AJlZWVeOmllwZmQllCBZiSN4KKiKCk1geOCXa4ODHpGsEvwybawIcYuNrikBJZEvxXTryDiWgtL0BjYZHWk44yNJCRh1oQtCtyElSAKXklKLmxP+KFKLIAAC/Xs9ee5SVIRQKi4GET1FKVpH+ca78Ngp9He5EHM0Y1Dtb0KSmgben7ByrAlLyxIzYGn4ZKDZXO9HCcBACI8wriHqB7NAs+pHZQLqyPQ/TYESxyo7PEOZDTpmQBrYbWP9CNGBQKhTJIDKoAW+10KSkpMVzz2Wef4fTTT4fP50NBQQFmz56Nhob0tWOff/55TJ48GQ6HA5MnT8YLL7zQn2+DAnUDxoYDs/BufRXiB52Ih3ntnJcz7vVnPCJErwLRAwheG4QCG9iYDC6snt/TOQadzZUDOX1KBvK5E47Sw6B/IlOmTEFLS4t227Vrl3buyy+/xHHHHYcjjjgCmzZtws6dO7Fq1So4nam/om7ZsgXnnXceli5dip07d2Lp0qU499xzk3bBUPKD3FqDXY3j8UzXKLxbXwXpaxdsEetfKwcfh9cTA8tLkP1qLrDMA9FRNggFLDwtEpy7nWgO+HD3gVl4ce/RA/lWKGnoeyGevlsYI5FB94DtdntS1Eu49dZb8d3vfhf33XefdmzixIlpx/vFL36B73znO9r+8pUrV+LNN9/EL37xC/zxj3/M38QpFAqljwx6BLxnzx6UlZVhwoQJWLx4Mfbu3QsAkGUZL7/8MmpqanDKKadg7NixmDVrFv7617+mHW/Lli1YsGCB4dgpp5yCd955J+VzYrFYUok8Sno6myvR2FSKZ7pG4f86avHc1zMhfe0CH7BpRXi6RQ4hUbUivJyA0W7VYyCLcXqEAhtYQYHra6A74EJT1I+XD07Dr/57Ei3SMwQgtSD6eqMYGVQBnjVrFtavX49XXnkF69atQ2trK+bMmYP29nbs378foVAIP/3pT7Fw4UJs3LgRZ555Js466yy8+eabKce0Kjs3bty4tCXn7r33XkN5vIoKWhImHY1Npdgp8NgUqcLbnd/A513jUB8sApvCegB6fGAXJ8LBx8FwEuQemxgSzyBUalePJXKD93SOwQst03HLvu9RO2KQoRZE/zCoFsSpp56q3Z86dSpqa2sxadIkPP3001oVpDPOOAPXXXcdAGD69Ol455138Pjjj+OEE05IOa65vFymknMrV67E9ddfrz3u7OykIpyCzuZKBGQWdWIxGoRidMWdCIk8YkLmXyV9TnDMI0DmnZAEgBVhEGPHfhZ7g6O1x3uDo/Fb8XgAR2PRxI/y+XYolEFl0D1gPR6PB1OnTsWePXtQXFwMu92OyZMnG6458sgjsXnz5pRjlJSUJEW7+/fvT1tyzuFwwOFw9G3yFMoIhuYB9w+D7gHricVi+Oyzz1BaWgqe5/Gtb30Ln3/+ueGa3bt3o6qqKuUYtbW1ePXVVw3HNm7ciDlz5vTLnA8l5NYa1EsydkTHo0EoRmO0CCHRgUjC55XcMiQekHkF4GXEBDsiIo/WSAFCovoHzssJcHMCHHwcMpf8GjYB8OwDWvf70C1y2i0k8thwYBbWfvI9yK01A/m2KaAWRH8xqBHwihUrsGjRIlRWVmL//v24++670dnZiQsvvBAAcOONN+K8887D8ccfj/nz5+Nf//oXXnzxRWzatEkbY9myZSgvL9famlx77bU4/vjj8bOf/QxnnHEG/va3v+G1115LGzVTsoeIbzDu0o65OQHdPIduXoEcV6DYFc3H7RZVlfVyArxcDCHRAS8nIMLxCPGWLwFWUICDPIIAnB5VrImQA8Dbnv9iXr++SwplYBhUAd63bx/OP/98tLW1YcyYMZg9eza2bt2qRbhnnnkmHn/8cdx777245pprcPjhh+P555/Hcccdp43R0NAAm60nkJ8zZw42bNiA2267DatWrcKkSZPw7LPPYtasWQP+/iiUkQK1IPqHQRXgDRs2ZLzmkksuwSWXXJLyvD4aJpx99tk4++yz+zI1igm5tQZNUhcahBoE4y50xp3aAlxEtwin2BUoCQuCFOQBgP0RL0Icb1iIA9TFN1ZUrQeZT0S/APiADTGeg8gbU9aIlUEZWBT0vZqZkp+pjCiG1CIcZWhCxHdHbIwmvqlQ+J7/ZpLAprwuEHaBFVThJZD7Eq/+R2cERhvDwcfRLXLYH/HCz0b78G4ovYFGwP0DFWBKWuTWGoTkKHbExqBe6OnP1WUSYQcfR9STXP8XgBYJxwQ7unmu5xivRr1cGOBDsia8AGATASbOQA5zkADEOPVX1cWJCEhOyK01sJXszudbpVAGHCrAFAolIzQC7h+oAFMyUi/JCEhurdsFwezHsryUZDtIAguWl7QomPyUBBZWBoXEM9qmDJvAQLEzUHgWoshqW5gDshshOYDBa6V46EEFuH8YUnnAlKFHSI6iThyVJL5WSAILJSGwLJ9c70F/nRnBa9MsCMkiP1gSVBHuFjkEJDfqJTnLd0ChDF1oBEyhUDJCI+D+gQowJS1BRURAF/2myoCICXYt+nV6BIiiGg0zXLItoUXJiawHOeWGDEDmGSiCDdBVUGsQiuFnI5ja2zdFyRlFYaD0UUD7+vyRCBVgSkrk1hrUiZ6010REHt0ip3q7id1v+vxfIsLkvoaQu/slCSxCcODTkFqecnpTKSrKW3Ieh0IZKlAPmGIJST8LyMmLb+YUNCBR45eX1RuMNX8VkTWKrwmz58vqstlsAgNG6ImcJEGtlPZpqBR/6zqS1oUYIGg94P6BRsAUCiUj1APuH6gAU5Ig0S9JP7MiJDq0bhdAYiMGJ4HlJXCcmnbGcFJy5JuwHvRRLWDcEWflCZNxGE5C634fAmEX9gZHIyi5cat1RysKZchDLQiKJerim/WCGxFf4v8CSCrITiwIhpM0DxiCDYzAwBaxad0zZL5HcFlBASsosAmAPQTYwz0LdWQsQBXjaJjHgYAXv9/9LWpDDABkEa6vN4oRGgFTKJSMUAuif6ACTElCXXxjEZCT7Qf9ApybE7QImKSdmbdfaBaEYIMtojbsZAW11gOgWg82oSf6ZWOkmA8LEYCNV2tC6CtpkUiYpLc90zUKS6kN0a/QNLT+gQowxYDcWpOwH6zTzwrsxkpkEU61IThOgpTwgAlKIjWNERgwcQaeRvU/oL78JIGIL98lwRaTwAocukeziIKB6GGgJETXvMOO4yS83fkNYM9snOFpRmFZQz4+BgplQMhKgH/5y1/mPPDFF1+MgoKCnJ9HGXwCcuqUMStcnLEKmmiKerkQA/4g4PlaRnSUDRKnpp45D6pxLSsocLXFVeGNSWC/DoJ38uA6vWAFB1jRhqCbh+KVICFZhFu6fdhlr4CfjeCE5koqwv2AkgcLgkbAyWQlwD/+8Y8xfvx4sGx2/zEbGxvxve99jwowhTJCUAAofayoTguyJ5O1BfH+++9j7NixWV1LhXd4QtLPMqG3IUKcmg1BomCSDSEJLGwRGxwHGTgOAlxIQXSUDaHxavNOhVcQb2LhbVSjX35/BLaYCEQFKIEglO4o+KAf9uAo8BVeiB47YkU2SG4WUpFgiIL3R7za/YDUiKX5+kAow4a1a9fi5Zdfxo4dO8DzPAKBQNI1DJMcgT/22GO48sorB2CG1mQlwKtXr4bX6818YYKf/OQnGDVqVK8nRRlcUqWfEax2wnWLHGKCHaLIIh7mAcEGVuipbmbjGXSPVcWXHdeNqjEdqC8ahRA8aPumHc7xNmD7GIzZEYer0QOmvhlKdxRMfTM8QR+6R5fBJjCQeRsi4BH3qultHCdpnTIAtVbF9MbxmMK5acH2PCKDAdPHnWz9uRNOEAScc845qK2txe9+97uU1z355JNYuHCh9tjn86Ud9/rrr895LrfddlvW+pe1AOfCypUrc7qeQqEMbYZ6FsQdd9wBAHjqqafSXuf3+1FSkn3KzC9+8QvU1taC51NUjDKxefNmLF++PL8CrKe7uxuKosDtVlOU6uvr8cILL2Dy5MlYsGBBrsNRhiB+NpoxCtYXY9dHv3pkXoEsqAXWYzwgehWgSMCUslb838S/o3B+A3Cu7glnqj9e3Hs0Vj10MTwtEgo/7YDSegCFX40CKzgQHWUDH7BBjDOQ3TZEAfg93XBzAkIijy7OiYDkRIiN0oLtQ5TOzk7DY4fDAYdjYJqtLl++HJdddhkmTJiASy+9FFdccYWhq7oVL7zwQr/ZrzkL8BlnnIGzzjoLV155JQKBAGbNmgWO49DW1oaf//zn+NGPfpTrkJQhgq1kN7ytNahCFIDq81ptRdbvhAuEXQbh1ZeeVOwKRC/pcqHAVh4Bx0moDxbhppYT8HiZ9TwWTfwIix5R70945EFUv+SDc88BAKMAOCBxNtjDDGJFLOJQ/wC4OSGp4zIlf8gKAyZPGzEqKioMx1evXo01a9b0aexsuOuuu/Dtb38bLpcL//73v3HDDTegra0Nt912W8rnPPnkkxltCj2//vWvMW7cuKyvz3kr8ocffoh58+YBAJ577jmMGzcO9fX1WL9+fa/S1ShDC1vJbnhtTlSxNkP3YXNFNEMZSit4daFNdsuQ3DJkt6zViAgedOOVzyZnNZ+v/t8NWP/ELyD7POAbOlC4NwLnQQVcWG3maYvYEDzoRnPAh/0RL0KiQ63gpoiQW2voNuU8oSj5uQFqllQwGNRuqSzLNWvWgGGYtLf3338/6/dw2223oba2FtOnT8cNN9yAO++8E/fff3/a51x44YVwOByQJAlvvvkmDh48mPb6JUuWwONJX8JVT84RcCQS0cLsjRs34qyzzoLNZsPs2bNRX1+f63AUCuUQo7CwEIWFmQ2i5cuXY/HixWmvqa6u7vU8Zs+ejc7OTnz99dcZo1aWZXHKKafgs88+Q1FRUa9f00zOAnzYYYfhr3/9K84880y88soruO666wAA+/fvz+pDpQwPvDYn/EqX9TkuhhCXWJTw9KSeiaLagBOJ5pwKEtuGPQADIBo2LmT86r8nYfkRr2ecS0V5Cw4c+xCKP7KDicbBCgoQAtRRGXT7E8V5Ej3j6ouLUc11oJwFzYTIE4OxCFdcXIzi4uI+vWY6tm/fDqfTCb/fn9X1U6dOxd69ezFhwoS8zSFnAb799tuxZMkSXHfddTjppJNQW1sLQI2GjznmmLxNjDL4+BgOfjaCoOSGL/GTQPzWbpGDg48nPZfjJETDfNrmnM80HIuG2Dn4f8WbM3a26JwI8CE3XG3qa7GCArZDUf1gjwBJYLWOGQ2x0ajjR6GKpZ2T88VQz4JoaGhAR0cHGhoaIEkSduzYAUANGL1eL1588UW0traitrYWLpcLb7zxBm699VZcccUVWS8Arl27FitWrMBdd92FGTNmJFkNvQlAcxbgs88+G8cddxxaWlowbdo07fi3v/1tnHnmmTlPgEKhDH3yuQjXH9x+++14+umntcckGHzjjTdw4oknguM4PProo7j++ushyzImTpyIO++8E1dffXXWr0Hyh08//XTDpg5FUcAwDCQpdbCRil4V4ykpKUEoFMKrr76K448/Hi6XC9/61rcsd5pQhh/ka7u3tQZ+WwQBU/Srx1wHQo9+gY4swOkfd4scNu47Ai/uPQoX1HwPt055yXKctZ98D8C3ER5nA2DX2tezgrqqIwk9DUA5TkJT1I96RzHquQ7auPMQ4amnnkqbA7xw4ULDBoze8MYbb/Tp+VbkLMDt7e0499xz8cYbb4BhGOzZswcTJ07EZZddBr/fjwcffDDvk6QMDraS3fA3jodf7hHgwsQ2ZH0eMCEUdmiF2B18HF5PzOAP6/vEAap3TOyLP9cdg2X+5CabuxrH47fbrwaRbsHbU8hdEqz/4LdGCvCxvRxVfBuqaHGevKDPYujLGMOZE044Ie9j5pyGdt1114HjODQ0NGibMQDgvPPOw7/+9a+8To4y+PhtEvy2CHyseiN4uZgh77Zb5CAJrGGhzcWJ8Hu6045PNnAED7qx/KsfoLFJ7Xj8Vt1hOGPzcix67RowB5LFvnssEB6v3mebnGBCahSsj7IDkpqORuk7qgD3tSPGYL+LvvPWW2/hggsuwJw5c9DU1AQA+L//+z9s3ry5V+PlLMAbN27Ez372M4wfP95w/Bvf+AZNQ6NQKCOW559/HqeccgpcLhc+/PBDxGIxAEBXVxfuueeeXo2ZswCHw2FD5Etoa2sbsO2ElIFDzYSIwq+LfgvtURTYo/ByMbh1UbDTI8DpEeDg44gJdnSLnNYxQ29NkJ/kPpco5P5RXTnmv301pr+8Css2X4qdn1QDgg2yW211z4oAH5IRKwKECVEIE6KQecC7T+2awXASxvhD+EbhAVQ4DxrmTOkbtCcccPfdd+Pxxx/HunXrwHGcdnzOnDn48MMPezVmzgJ8/PHHY/369dpjhmEgyzLuv/9+zJ8/v1eToAxdvDan0Yaw91gKqggLcHMCXJxoEFVAtRfMzTqBHhHWP8fricFXFIHXo0YVLC/BXhTVboBa0tLTFEP3OPW7LP+VEwWNMqTE/wWWlwx/EOqFYuyIjcnvB3KIouTpNpz5/PPPcfzxxycdLywstCx/mQ05L8Ldf//9OPHEE/H+++9DEATcdNNN+OSTT9DR0YG33367V5OgUCiUoU5paSm++OKLpN13mzdvxsSJE3s1Zs4CPHnyZHz00Ud49NFHwbIswuEwzjrrLFx99dUoLS3t1SQoQxdbyW6Ut9bAx0ThZ/chKLkRjLtQaI+iM+6El1MjVi8naDV5ie2QDSSNjUSuEbFnhx3Qs8tOFgBvswh+TwtGfzQB0SInChsksIKCtqNtsJVHMMYfAgDsbC/HHm4MvJyAwwu+xvSmUpSzBXRXXB8Y6hsxBoL/+Z//wbXXXosnnngCDMOgubkZW7ZswYoVK3D77bf3asxe5wHfeeedvXpByvBDXyWtim/TRJhARBhuICT2ZEFY2Q/61DM9EdG63irxkwW/jGA1D65zrCrEXWq2Q/doFvGxIkr9Ibg5Ae0R4+6kpqgff+s6EtOcDZjbWkNFuLfkw0MY5h7ETTfdhGAwiPnz5yMajeL444+Hw+HAihUrsHz58l6NmbMHDOQ/FYMy9LGV7EZhWQOquQ5U8m3w2bu1xTg9Zk9YD0kRI8KcLlJ2caJhk4filRA4QkFLrRfOj/fB+2UXJAeDUAWD0vIOjHWH4E28rosT4eYElLi7UGCP4uNwOV4MHoNnumiXll6TjwW4YR4BA+p25La2Nmzbtg1bt27FgQMHcNddd/V6vJwFuD9SMSgUCmWoc8kll6CrqwtutxszZ87EscceC6/Xi3A4jEsuuaRXY+YswP2RikEZPvhtUlJ6F4mC9X4w8XTNmRHmKDhbGE6C7JbRPQ6It7TCtr8DEs+ge4KIib52lLqC8HIxTPS1a9EwoPav64o7teyNt+oOozWCe0E+6wEPV55++ml0dydvLOru7jZkhuVCzh5wf6RiUIYPPoZDNdeBeqHY4AMX2KPoSizK6bcpuzgxyWrQb0vuFjmD1aC/Vn+c5SVIAOIA7Ed8A0rrAQCA3SOgwB5FYeIGAEh0U9KnzJ1euANTODee6SpGQI5gUZ8+hUOPQ3kRrrOzE4qiQFEUdHV1wensadclSRL+8Y9/ZN2yyEzOAtwfqRgUCoUyVPH7/VoHjpqa5G9PDMNoTUFzJWcB7o9UDMrwwWtzogpRTHOqBW4+jpenvJZsxCA2hIOPIxR2GPrGWWVEWNkTY/whBMIuxA44gKgAxuUEKyiIh3kU2qPw2bu1WhXkJ7FKpjsOaGlo1dHD8J/wEahuHI+pFfss500sCpIxIdPsCXUBra8R7DCNgN944w0oioKTTjoJzz//vKHjMc/zqKqqQllZigaHGchZgPsjFYMyfCApaf5EcR6SDwwYbQjAKK4kM8HFiTgQ8BpEmJw3oxdvNycgABdsAgNpnNokUeIZ2PdzBvEl+NkI/LYI/GwUPobTBDQgqyl0b4ZrgMbxmMJZl9k0v+dDnUO5GhqpgvbVV1+hsrIyr2V3c1qEI43pSDfRfKViUIYfVawN1VwbgJ4SlYBxQW60O2xIJ/NyAsa6Q6ga0wGnR0D8oBPdARdC4dQ1REgU3RzwoXu/B46DQHSME5KD1eoBN0aL1NzkxE1PQHIaHldzHZhX8Dmq+Da1fb0c1W5m9It1dOGOUlVVhc2bNw9eNTTSmC4YDCalYlAolBEMLQYxNKqhkcZ0lEMX0rq+mgtrmQbWUbAa8Y51q7vU1BrCMZS4u1DmD4IRGNgCdsQPOhEIu1JuzBBFFtF9Xjj29+x+ixbzkHgGrKBuPd52sFqNhOMuBCU3ApIbAVmNhoOKiM7mSnQ2V8Jvk1DNdaCa64CfjSKoiNrNKhrWt7Y/lKNgWg2tf1Jwc/aA+6MxHWV44mM4zXvV14cAYLFDLmZ6LMA3MYDA/gIwITapY7LeP+4OuGCP2CAlLhG9DACb6gGHgQMBL7pFDiGR1/J/fXY3gqzaTikguzU/GDB6zwGZhd+mpsSR4u0+htNE2GszWhiUQ5chUQ2tPxrTUSiUYcAwtxD6ypCohtYfjekowxN9ux+fvTttFNwVN0aSXi6GKt9BAEBA8MF2wIHuMAfGI4LlJTj4OFyciEDYpRZl5xXYEj3gRA8AqPdtAhA/6ERQYA2FfrxcTNugUeloRz3U9DSSmua36bMmeubpt0k0ErbgUN6IQRgS1dD6ozEdZXjiY6w9W70fbE5R00MyJUJFDiDgAWCDzLOQAAQFN4IAlDAHRtd8U+IBmwiIUMVX5gF7gEUcqoyKIot6FGmZF2PdIW0O+nxhvSATr9hviyAgIWFVQH0hgqyK8CGbE0yrofVLCm7OAvzRRx9ZHmcYBk6nE5WVlbQ10SGGL9G2nkTBevQRsRUl7i5gDPDlQSdsEZvaXJO3aaJrFTPJJt3nwgDAQhIYxHkFQYFFMHEu4HEh5OdR4u5CV9yJTrsTjSjS5qbPIQ6Q6Fg2Rsl+NooAZFQhemiLMAVr167Frbfeik8//RSyLGPy5Ml9ygLLWYCnT5+eNhGZ4zicd955+PWvf23YM02hUIYzDKz/HOY6xvCHpODmg5wF+IUXXsDNN9+MG2+8EcceeywURcF7772HBx98EKtXr0Y8Hsctt9yC2267DQ888EBeJkkZumjRry4KJpBomETBVjYEoEbBzWPD6N7vASMw6i3OQLFbf2eVdAkTNkG9OQRADtsgc4DE92Q6dPs5NEMt+O7mBOwVR2vpbi5OraRWoBXyGa1G8bqI2K/PorCFNSvikINaEIhGo3jkkUfwxhtvYP/+/ZBl2XC+N6lovUpDe/jhh3HKKadox44++miMHz8eq1atwrZt2+DxeHDDDTdQAR7heG1ObVHLvAMNgMGSKLRH0RT1G86TqmleLga/pxsYq6acMSHWPFQSRIRlDrCH1fs2AbCHiCUBxIoAgEU370I0zIPl1QwdSWChiCyCiYpsY90hdHGqqBKLQrUn3AYxBlQ7ogpRoLkShWUNmT8kyojhkksuwauvvoqzzz4bxx57bF62JOcswLt27UJVVVXS8aqqKuzatQuAalO0tLT0eXIUCmWIQCNgvPzyy/jHP/6BuXPn5m3MnAX4iCOOwE9/+lP85je/Ac+rYYgoivjpT3+KI444AgDQ1NSEcePG5W2SlKGHrWQ35NYaVHMdqNMdN0fC+ig4lQUBABN97WjlCtAMoBsuwCIKlnnF9JjcYwwJC2LiHDlPFvbiYQ7gjV8bu0UO+yNe7IcXbk5AiHPAy8W0Bbug3aW+h8T7UhfoOuC3SfAeSotxh3A1NEJ5eTkKCgryOmbOW5H/93//Fy+99BLGjx+Pk08+Gd/5zncwfvx4vPTSS3jssccAAHv37sVVV12Vcaw1a9ZodTbJraSkRDt/0UUXJZ2fPXt2xnF/8Ytf4PDDD4fL5UJFRQWuu+46RKPJxVYofcNWsjtRlKdDsyJ8iSppvcHLCXDwcTCcBIVXtBsAKHbF0hNW7ApErwLRo+YHxz2AUKT+lDmAFQAmzhhS2QC1wwYAhMIObRt0e8SD/REvWiMFCIkOVYTjzqQtznXiKATkzDYJZWTx4IMP4uabb0Z9fX3exsw5Ap4zZw7q6urw+9//Hrt374aiKDj77LOxZMkS7a/D0qVLsx5vypQpeO2117THLGv8xV64cCGefPJJ7TGJulPxzDPP4JZbbsETTzyBOXPmYPfu3bjooosAAA899FDW86JkB6kPXGeqJkkW5QBYpqelwsWJCPES4onWRRBsUHhFE1DFroCJG8VUsSuQEuIs88ZzNoFRN3AIDCTIUGADeBmKyILhJK0sprlLR4TjEeJ4LSIGgKC9J7oP2CIIsVEcKhvvD+VylISZM2ciGo1i4sSJcLvdhnoQANDR0ZHzmL1qS+/1enHllVf25qnJE7DbDVGvGYfDkfa8mS1btmDu3LlYsmQJAKC6uhrnn38+tm3b1ue5UiiHLNQDxvnnn4+mpibcc889GDdu3OAswgFq/ctf//rX2Lt3L7Zs2YKqqio89NBDmDhxIs4444ycxtqzZw/KysrgcDgwa9Ys3HPPPYZ91Zs2bcLYsWPh9/txwgknYO3atWn7Lx133HH4/e9/j23btuHYY4/F3r178Y9//AMXXnhhyufEYjGttByg9oCi5Ibfpha+scqG0GP2gUOi+o3GXKyH4SQoIqt6toLRKUuVnkbOKTqvWHZDS2sjkbOi+xKliOrOOz0OPm5ZmS0YdyXZK3RTxqHDO++8gy1btmDatGl5GzNnD/ixxx7D9ddfj1NPPRUHDx7Uiu8UFRXhF7/4RU5jzZo1C+vXr8crr7yCdevWobW1FXPmzEF7ezsA4NRTT8UzzzyD119/HQ8++CDee+89nHTSSQaxNLN48WLcddddOO6448BxHCZNmoT58+fjlltuSfmce++9Fz6fT7tVVFTk9D4OZfSlKQGk9H/1+cEEtTylYDjWLXKaFUB8WgAGUTWj94sVXlFFm5fBeEQwHhEoEiD745D9cVWIQ6xqbSRsCDOkCHy3yCEi8giJvJYyR/7AkO3LhwxkEa6vt36grq4Ol156KSZMmACXy4VJkyZh9erVEATj71ZDQwMWLVoEj8eD4uJiXHPNNUnXpOOII46w7IrcF3IW4EceeQTr1q3DrbfeCru9J4CeOXOmloaWLaeeeip+8IMfYOrUqTj55JPx8ssvA1DbPwPAeeedh9NOOw1HHXUUFi1ahH/+85/YvXu3dp0VmzZtwtq1a/Hoo4/iww8/xF/+8he89NJLaTt2rFy5EsFgULs1Njbm9D4olJEOo+Tn1h/897//hSzL+PWvf41PPvkEDz30EB5//HH85Cc/0a6RJAmnnXYawuEwNm/ejA0bNuD555/HDTfckPXr/PSnP8UNN9yATZs2ob29HZ2dnYZbb8jZgvjqq69wzDHHJB13OBwIh8O9mgTB4/Fg6tSp2LNnj+X50tJSVFVVpTwPAKtWrcLSpUtx2WWXAVALyIfDYVxxxRW49dZbYbMl/81xOBy0fkUf8TGcumtMZ0H4TJZEuh1xIdGh2RFAog096RuXSB1TdGllKUlca45s7R410okLNm23nWJazyWvRyJwfXNQc6R+yDGEPeCFCxdqZXIBYOLEifj888/x2GOPaZvBNm7ciE8//RSNjY1aA80HH3wQF110EdauXZtVHXPyGt/+9rcNx/tSijdnAZ4wYQJ27NiRtBnjn//8JyZPnpzzBPTEYjF89tlnmDdvnuX59vZ2NDY2orS0NOUYkUgkSWRZloWiKFCG+zLsEIU06iQYMiBS+ML6Bp5EfCMir1UxExNZEMQLZjgJzoSIRkM9xU9SWRN6e4HsgAMAe1G0R9hFFoouN5hcr8+IIIREHp1xp6WVQskNc7TYHwFQMBg0dC/esmULjjrqKEP34lNOOQWxWAwffPAB5s+fn3HM/ijFm7MA33jjjbj66qsRjUahKAq2bduGP/7xj7j33nvx29/+NqexVqxYgUWLFqGyshL79+/H3Xffjc7OTlx44YUIhUJYs2YNfvCDH6C0tBR1dXX4yU9+guLiYpx55pnaGMuWLUN5eTnuvfdeAMCiRYvw85//HMcccwxmzZqFL774AqtWrcLpp5+elOJGyR9q3dzMNRLM1dH04quH06WIAaqgiiKrbiNO4wdnguMkTVyjYR6KYNMW+RQAElTBNqeluTkBXXGnmk7Hq4uOh1RNiDxuxDCvsaxevRpr1qzp29g6vvzySzzyyCN48MEHtWOtra1Jm8OKiorA8zxaW1uzGrc/SvHmLMAXX3wx4vE4brrpJkQiESxZsgTl5eV4+OGHsXjx4pzG2rdvH84//3y0tbVhzJgxmD17NrZu3Yqqqip0d3dj165dWL9+PQKBAEpLSzF//nw8++yzht0oDQ0Nhoj3tttuA8MwuO2229DU1IQxY8Zg0aJFWLt2ba5vlUKhEPJoQTQ2Nhq+8qeKftesWYM77rgj7ZDvvfeeoTJZc3MzFi5ciHPOOUezIQlWaWPEPkjFRx99hKOOOsrSurTik08+weGHH25YH0sHo/The3lbWxtkWU6bFjYc6ezshM/nQzAYpD3uskBurUFIjuLNqF/zgPW2A7mv34zRGXeiK+5M8n5JJBwIu3oiXp0dAUB7TI7pH+uvI+gtCLO1EA3zqg1BnpvoyEGuJZ053JyAbxQeQIXzICr5Nkx37sMUzj2oKWgD8XtKXqPi53fB5upbxC93R9F4/aqs59vW1oa2tra011RXV2tlb5ubmzF//nzMmjULTz31lEE0b7/9dvztb3/Dzp07tWMHDx7EqFGj8Prrr6e0IFiWRWtrK8aMGZPNW0RhYSF27NiRdYuiXuUBE4qLi/vydMoIQ+0okd77BXq6ZJjFFwDcicWubl4VRUlIThXTP2Z5CTBVOUuH2d91egSIiQU/JcxpecFEhPULcYX2KHxsBNVcm9bI85BhEBbhiouLs9aYpqYmzJ8/HzNmzMCTTz6ZFLHW1tZi7dq1aGlp0daQNm7cCIfDgRkzZqSesqJg1apVcLuzSzvMJa0NyFKAjznmmKx3ffS2PTOFQhnCDOEsiObmZpx44omorKzEAw88gAMHDmjnyC7aBQsWYPLkyVi6dCnuv/9+dHR0YMWKFbj88svTRuPHH388Pv/886znUltbC5cru233QJYC/P3vf1+7H41G8eijj2Ly5Mmora0FAGzduhWffPJJVgV4KCMPkgXhZyPwy8ZUNDMk+lXth57FN7cpzcucDaFfkCOQKNXrUTfmhODoqSGhg0uT3aA/HxdZtXKaV12MM1/rs3ejim+Dn43Cx3B0B9wQYePGjfjiiy/wxRdfYPz48YZzxGFlWRYvv/wyrrrqKsydOxculwtLlizJWLN806ZN/TVtAFkK8OrVq7X7l112Ga655pqkjQ2rV6+mGxgoWUFygM2ZD1akE0w9Lk4EPECMk9KKth69IHOcBImTAKi75MBJSYJdybehmusYdO93UBjC5SgvuugireBWOiorK/HSSy/1yxx6S84e8J///Ge8//77SccvuOACzJw5E0888UReJkYZXthKdsPflJyfbbUAl64ucDYbHkjreQJZJCP3DwTUPGESIYtpfGG9yLK8BAmALWKDDE7zlgnTnfswtWJfxvmNRPKxk62/dsINZ3LeiuxyubB58+ak45s3b6ZNOCkUCiUHco6Af/zjH+NHP/oRPvjgA604+tatW/HEE0/g9ttvz/sEKcOHTEXK9f5va6QA3SKneb2AdfSrP68/ZlWtzM0Jlhs69P3gzOfExAYPEgUrvKIVcJcE9fhodxjfKDyAKdwhVoBHzxBehBvO5CzAt9xyCyZOnIiHH34Yf/jDHwAARx55JJ566imce+65eZ8gZXjQ2VyJgOQ05AHr7Qfj4ptDE0qzCOvRC6r5GiLC5uNuTtCEFVAtBpaXDF6ug49r6WX64xwngZgbbMSGuLfnD0qF8+Ch5/tS+p1e5QGfe+65VGwplEMIBnnwgPMyk8Fl9+7d2LRpk2Vb+t44AH3aiEGhAOpOuKAiIiD7k87pF9+sdr5lgzlFzXzcywmGMf2ebsNOOn1tB7KAp4+CyW63QNiUvynYEA3zaOc9qOTT78iijHzWrVuHH/3oRyguLkZJSYlhbwTDMP0nwKNGjcLu3buz3pVSWVmJt956y7J9PWVkQbYhW/m/ZushG0h1NIKbE7LKjNCLsJsTAI96PBB2IRruEWdzBoUeMdGBQwag2BONPAUeIV7C253fwPTG8fDbJJSzBYeeHTGE09AGirvvvhtr167FzTffnLcxsxLgQCCAf/7zn/D5fFkN2t7e3qvamJThSVAREZA8Sf4vqfcAwCCqVng5IUl89cfN6K8jzyNCHRL5nqjZAwSg1nyQBBbwGP1k0v0C6MkFVqDWHlbb2avfu3e2l+On8VNR7gzg/xVvhrlnipwox6lWhQMKyxrSvt9hB12Ew8GDB3HOOefkdcysLYh0PdUoFAplpHPOOedg48aNeWtIDGQpwGazmUIhEPvB3CMtGHdpnq/h+sT2Y6s0MnJtOo+4wB61PE6iZH0krB4nxX3ihmiXQLIlHHwcDj6u+saJc0qi7rsksDgQ8CIQduETvgRNUT8Wx47GdMcBzXoJSGpfPB+jvq9MzTqHXTNPGgHjsMMOw6pVq7B161ZMnTo1qS39Nddck/OYdBGOkhf0ldBI+lkm2wHosQPMJSnHukMG66HAHkWhTnz1hd319/W77Mjr63fJEeGPCXbDDrlQ2GHYEQeo9SAUkU3qnPxJWwnuCX4XE33t2rx89m4EXA2Y7jgwIj1iuhMO+M1vfgOv14s333wTb775puEcwzBUgCkUCqW/+Oqrr/I+JhVgSq8hC09qbdxoxkpoZsybKPSV0UpdQcM5EmUSgnFXUkQMwND0s9QV1KqumV9Tv/BGUtJIRKzfnGG1lEysjL0YrWVpeLlYolZwB8ozdL4advYDQC0IE6TKWrZlelNBBZjSa0gZSi+c8DFRAB2oAxBkIwjGXUnZC/odcICaImZOCyP918yCC6hF3vX3zQXfzaIMqJZEiOuxQtojHsN5v6fnNczVz0j/OL1VoRfpbpFDt8ghwvEIcTwanKOxgx0PYB+qmisBYOT0jaMCDABYv3497r//fq0ze01NDW688UYsXbq0V+NRAabkhcKyBlQ1VyIgRVCfOKYuiPUsjhnSw6D6rqlq9OrFlwgv+anvuGx4nHiOXog7E52XSapaeyJBmCy4HQh4LV9fj76eMEG/eEd85Q86KvB51zi87foG5hbuUTtnsBH4bZK2OAeMIFE+xPj5z3+OVatWYfny5Zg7dy4URcHbb7+NK6+8Em1tbbjuuutyHrNXAvzll1/iySefxJdffomHH34YY8eOxb/+9S9UVFRgypQpvRmSQqEMYegiHPDII4/gsccew7Jly7RjZ5xxBqZMmYI1a9YMjAC/+eabOPXUUzF37lz85z//wdq1azF27Fh89NFH+O1vf4vnnnsu50lQhjfEzywsa0Bg79HaJgzAmAlR4u5CuTMAn70bwbgLG8UjtChYb0V4OSHJbgAAv+4YISi5k+wIs3VBICls+yOJ/DJPTxROtizrIXOyKtxjhkTBEZFHSOTRFXei3BlApaMdVYlC7kDCL5cB73DzgelOOLS0tGDOnDlJx+fMmYOWlpZejZlzPeBbbrkFd999N1599VXwfI+fN3/+fGzZsqVXk6AMX/Qi0thUio+6K9EYLUq6zsvFMNnbgkpHO3xsBJWOdkwpbtXaCRGRc3GiwTu2El+/hTj72Ijhpp23d6MwkSpWaI+i1BXEWHdIO29OPQN6coJTPc6G1kgBPu8ah4/D5fiouxJ14ii1WpzMIqiICMlRbRFzWKDk6TaMOeyww/CnP/0p6fizzz6Lb3zjG70aM+cIeNeuXVoZSj1jxoxBe3t7ryZBoVAoQ5077rgD5513Hv7zn/9g7ty5YBgGmzdvxr///W9LYc6GnAXY7/ejpaUFEyZMMBzfvn07ysvLezUJyshgR2yMVv1MX3zHy8VU68FkIZQ7A9jLjUYIqk0RE+wpawObsbIjCMSWIPfNeLkYQhyvvabZWogJdsuIV3/MvKPOat4hkUcL1PopPjaCQKJpqd8WQTUXHlZWBPWAgR/84Ad499138dBDD+Gvf/0rFEXB5MmTsW3bNhxzzDG9GjNnAV6yZAluvvlm/PnPfwbDMJBlGW+//TZWrFhhMKcphxYv7j0aLx+cpn3VB4z+b2fciQaM1u6Tbcr6LckOPm7IkjALth6/LaJtfyZiHNBlR5gzJZJwqzZBN9/z+vrylOmwuk5fHF6fzxwSeewRxwBQi7oHE0KszjsKv9KF8oQVMaSFmKahAQBmzJiB3//+93kbL2cBXrt2LS666CKUl5drfwEkScKSJUtw22235W1ilOHDrsbxeKurFkd5mjTxa8BotMCHUGJRqhUFKHF3AehJSSNCRTZDjHaHUeLuQoE9ahBOc7Trt0UMP62E2Cy8+kiY/IFoRYHhGn2NYD1EWMkfi1TXmdHnPHfFnYbayHUo1qJhoAs+hoM3gxAPyw0cw5zOzk4UFhZq99NBrsuFnAWY4zg888wzuPPOO7F9+3bIsoxjjjmm1yY0hUIZBuTBghiOEXBRURFaWlowduxY+P1+y51viqKAYZheleDt9UaMSZMmYdKkSb19OmUEMbViHyrDJ2GaswHTeNVC2Ck0oCk637ANuDVSkPRcvXcaEXm0RgpQUKhGqFY+L4l6zcf01djMlgRgtCL0kagZq5b3+vv6KDgXQqIDnfbkDRhkjsSO8DEcrOKoQc+YOEQtiNdffx2jRo0CALzxxht5Hz8rAb7++uuzHvDnP/95rydDGZ7IrTUISjWYxgtaIfJ5AHZGT8Kr4mTL8pLmkpSZFt+shDfVeb0lETAtyOmFuMTdldRF2apMZm8xt1JK1RUkwLoRkN1qrrBNtLQiqPUwOJxwwgna/QkTJqCioiIpClYUBY2Njb0aPysB3r59u+HxBx98AEmScPjhhwNQG9WxLIsZM2b0ahIUCmWIc4hGwHomTJig2RF6Ojo6MGHChP6zIPSh989//nMUFBTg6aefRlGRmnB/8OBBXHzxxZg3b17OE6AMf96OqgX7zW14zij4DFuCk7A/4k3ZWBPInH6WKfpNB4mCAYuMCKdqi0RM1dJIFGyek1V0nCplDVCjfKv33WmKhMn86qC+Vx8ThdfmHFKLbjQNrcfrNRMKheB09q6+R84e8IMPPoiNGzdq4guoRvXdd9+NBQsW4IYbbujVRCjDk8amUuyMHomjXck90CrKWzA58D1N5PRiZBYmfYdjPWbx9bPWHTEIAcmZlB2RDvPrRUQ+61xkQioRthLfrkS5TED1on32bs0aIUJcL0VRhaEnwocqxIJlGAarVq2C293zeyVJEt59911Mnz69V2PnLMCdnZ34+uuvk4ru7N+/H11dXb2aBGX4EpBZ+NgITnAGLM+vHL0bwbgLH3SY21jmRibh1V8XkNRoxOALmxqGEkpdQXRxTkO1NrMvnI5UucBW4kuqw3XpOnlYLQgGbBH4bYmNGrRy2qBDLFhFUbBr1y5DCQae5zFt2jSsWLGiV2PnLMBnnnkmLr74Yjz44IOYPXs2AGDr1q248cYbcdZZZ/VqEhQKZYhzCHvAxIK9+OKL8fDDD/cq3zcVOQvw448/jhUrVuCCCy6AKKp/7e12Oy699FLcf//9eZsYZXhQxdpQ5WlO2YbdVrIbt8mVWO9oxwst07Xj5Ku/PtpM1YLejNqBw5qAzGrRMomEgR4vOCi5k6JOfaPPdFGw3h/uLfoayZ1xp7YpxJyhoX6z6NNL5RXqAQNPPvlk3sfMWYDdbjceffRR3H///fjyyy+hKAoOO+wweDyezE+mjDhSCa/5mhOk8djinqR91SekWpwLSu4UecA94qsvcq4dY4F6SV0UJHaEOU+YYF4M09NbESY2RKoFOKBni3ZBoploqvKZlKHHe++9hz//+c9oaGiAIBj/ff/yl7/kPF7O5SgJHo8HRx99NKZNm0bFl0I5FBiipSjr6upw6aWXYsKECXC5XJg0aRJWr16dJJAMwyTdHn/88axfZ8OGDZg7dy4+/fRTvPDCCxBFEZ9++ilef/11+Hy+Xs095wh4/vz5aRvRvf76672aCGXkQnZxlTsDaILf8pps7AcS/ZLIN9UClV9RF4OJHaG3Igjm6NdsQwCpo+DR7jAiIo9AuMfKIItx2WZQ6KNgy/dgk9CH+Cj/DGEP+L///S9kWcavf/1rHHbYYfj4449x+eWXIxwO44EHHjBc++STT2LhwoXa41yE85577sFDDz2Eq6++GgUFBXj44YcxYcIE/M///A9KS0t7NfecBdicbiGKInbs2IGPP/4YF154Ya8mQRm5yK01CMlR+G0SKh1qvWiyJZcU68mEn40m+b5m8SWpWnJrDXwMh6BiFEKSEZHZMDFithH0aWsB9AiwVSqauSqaOeVNXy3OWHwoqhbnoRkQWbFw4UKDqE6cOBGff/45HnvssSQB9vv9KCkp6dXrfPnllzjttNMAAA6HA+FwGAzD4LrrrsNJJ52EO+64I+cxcxbghx56yPL4mjVrEAqFLM9RDl1I5+SgJKKKbwMABO1uQ9cMty76TRUREqx8X8C6VoLfJiEgJ69kkXKYBKvoVy+egDFCJ8KZbVU089hebUxjxO9jI/CzEVSxNk18h0oOcD4X4cxVxRwOBxwOh8Uzek8wGNRqOOhZvnw5LrvsMkyYMAGXXnoprrjiCths2X3TGDVqlJZqW15ejo8//hhTp05FIBBAJNK7zUJ5+45zwQUX4IknnsjXcBQKZSiRx5ZEFRUV8Pl82u3ee+/N61S//PJLPPLII7jyyisNx++66y78+c9/xmuvvYbFixfjhhtuwD333JP1uPPmzcOrr74KADj33HNx7bXX4vLLL8f555+Pb3/7272aa97a0m/ZsqXX2/EoIxtbyW74mivVbARSGMfuQgt88Ca+nps3KQQlt6FSWL4Ixl1JRXG6LBqI6q0HvXWgvwZIbtxphTma1kNqH5Po12+LwGtzDpnItz9obGw05NKmin7XrFmT8Wv9e++9h5kzZ2qPm5ubsXDhQpxzzjm47LLLDNfq65UTK/XOO+/Muo75r371K0Sj6u/iypUrwXEcNm/ejLPOOgurVq3KagwzOQuwebOFoihoaWnB+++/3+tJUEY+hWUNqG5SFyrqUAyf3a22BkoImtkL/jRUCngB8G3azrBMi2+ZCFi0JzILKpB6QTDVXIEeIdbvhiOYhdfKDybiW82FASSX7Rxs8mlBFBYWZrWZYfny5Vi8eHHaa6qrq7X7zc3NmD9/Pmpra/Gb3/wm4/izZ8/WdvaOGzcu4/V6S8Nms+Gmm27CTTfdlPF56chZgAsLCw1ZEDabDYcffjjuvPNOLFiwoE+ToVAoQ5RByIIoLi5GcXFxVtc2NTVh/vz5mDFjBp588smsfN3t27fD6XTC7/dn9Rrz58/HBRdcgLPPPrvXaWdmchbgp556Ki8vTDn08DFcIsJT+RSluoWtnqhSjRB7ItB8WhCA+rWf2A76KFx9LPQ0EU1skAjGXeiMOw2bSCIin2Q7pIuCzejfr4+NoJrrSCy+qdGvPBz6xA0RmpubceKJJ6KyshIPPPAADhw4oJ0jGQ8vvvgiWltbUVtbC5fLhTfeeAO33norrrjiiqwXAKdOnYrbbrsNy5cvx3e/+10sXboU3/3udw21IXIl50W4iRMnWrafDwQCmDhxYq8nQhn5eG1OTYSruTZM9ragwB6Fl4vpvODkX2arPN5s0aev+dkIfPZuFNqjKEjcAGM2gl58UzX0NBeTz4RVLrHe+wagZT7YSnZrN2AIdMIg5HERLt9s3LgRX3zxBV5//XWMHz8epaWl2o3AcRweffRR1NbW4uijj8bDDz+MO++8Ew8++GDWr/PLX/4STU1N+Nvf/oaCggJceOGFKCkpwRVXXIE333yzV3PPWYDr6uosCw/HYjE0NTX1ahKUQwNbyW6DCB/tasBRniaUOwOaCOu9UXPNBnNubzpSpasRSA0GvQh7uVjaNDh9I1GCKLIQRTXVLdVCnN4D/kbhAZxZugPfKf5UE+Gg5LZceNML8WBDPOC+3vqDiy66CIqiWN4ICxcuxPbt29HV1YVwOIxdu3bh2muvhd2emwlgs9mwYMECPPXUU/j666/x61//Gtu2bcNJJ53Uq7ln/ep///vftfuvvPKKwQORJAn//ve/DYY4hUIZQQzhnXCDQWtrKzZs2IDf//73+Oijj/Ctb32rV+NkLcDf//73Aaj7qc073jiOQ3V1dU7hPGV4oP8KnI9ojGzMKCxpgK+5EvVcB3aw49EU9VtmHgQld6JnWs9uuJAcTZkJEZKz84s7U2zEML82uTZVPzc96bYjezkBxxbV4fTCHZjCudEkqQn9H4fLAQBNUhf6VjGZ0t90dnbi+eefxx/+8Ads2rQJEydOxJIlS7BhwwYcdthhvRozawGWZbXC1IQJE/Dee+9lvTpJGfqYfUYrodV7kn0VYvL8wrIGTAWAxvF4TpxpsABSiqIiZrQXzFjVgyhMVCJLhdatImGDWKWrAQDHGe24VItvxxbVYZn/A5Sz6iKbj+FwRsFnOMGzG1Mr9mX9XgYNGgFj3LhxKCoqwrnnnot77rmn11GvnpyzIL766qs+vyiFQhle0HrAwN/+9jecfPLJWW9dzoasBPiXv/wlrrjiCjidTvzyl79Me+0111yTl4lRBoZsot/+ZgrnNtgPBfYoCu3RlJkI6TZieG3OtDaE1qI+7tIW4jKhtx9IhTQS6ZoX3swNPd2JhcVg3IVNkSrtumquDdWcCL9Nwlt16tfXgOzGdMcBVJS3ZDUvysCyYMECxONxvP766/jyyy+xZMkSFBQUoLm5GYWFhfB6vTmPmZUAP/TQQ/jhD38Ip9OZshgPoPrDVICHD1YpTqkshv7OSy13BgwdIlKJb672A9CTxqbfCae3F1JB8n8Bki9szILQi2+qppwkr7gp6kdT1K/9can2taFOVOto74xWGvrUDUkvmFoQqK+vx8KFC9HQ0IBYLIbvfOc7KCgowH333YdoNJpTbWFCVgKstx2oBTEysZXsThLkVAJNrs8n6bpC5NKWPlX0a9URQy/CVq9Pzuk3buhJ1Y7exYkY6w7h8IKvMa/gc1RzHagTR+Gj7koE4y5MdTdiXvUX2vXzdM8dMnm/JqgFAVx77bWYOXMmdu7cidGjR2vHzzzzzKS6E9mSs5lx5513WpZe6+7uxp133tmrSVAoFMpQZ/PmzbjtttuSdr5VVVX1eg9EzgJ8xx13WNb9jUQivSpITMk/2UZR5l1X2Sb+94cN4UvsUiOQ6NPPRuBno6hibTkVKSebNqzqAeutDZ+9O+uebF5OgDtxA9RI1+rm5gR8p/hT/L/izVg08SNMrdiHRRM/wumFOzDV3YjpztRZD0Nl40USQ3gn3EAhy7LlJrR9+/ahoKB3BZRyFmBFUSxbEu3cudOyAHI61qxZk9SjSV+t/qKLLko6P3v27IzjBgIBXH311SgtLYXT6cSRRx6Jf/zjHznNbSggt9ZY2gKpbgRiJ6R6fqrHqcYbCFJt+/Xb1ALlhWUNGRuAZpMDTF6HlIA0Pybo/WF93QiyW2+sO6SJsf421h2ClxNQxbcl+dVTK/Zh6Te2Do+0MzNUgPGd73wHv/jFL7THDMMgFAph9erV+O53v9urMbNOQysqKtJEsKamxiDCkiQhFAolFUDOhilTpuC1117THrOsMWJZuHChoR10psIXgiDgO9/5DsaOHYvnnnsO48ePR2NjY6//QlEoFAqgJiPMnz8fkydPRjQaxZIlS7Bnzx4UFxfjj3/8Y6/GzFqAf/GLX0BRFFxyySW44447DFuReZ5HdXU1amtrc5+A3Z62R5PD4ciph9MTTzyBjo4OvPPOO+A4NQKpqqrK8Kyhi/4rKYlKQ3LUUBeBfDU3ZzBk2lBhHpegjyQHqi9Zg1CMxmiRZWpYUBFBqsdaLRZaXQ/02A/mBTgfGzFkHWipaYlj+uiXzEcfBVtBNpGQ9LlqrgNDqqlmH2ESt76OMZwpKyvDjh078Mc//hEffvghZFnGpZdeih/+8IdwudJn1KQiawEm248nTJiAOXPmaOLWV/bs2YOysjI4HA7MmjUL99xzj6Gq2qZNmzB27Fj4/X6ccMIJWLt2LcaOHZtyvL///e+ora3F1Vdfjb/97W8YM2YMlixZgptvvjkpuibEYjHEYj3/scw9qwYDs5iS5paAKjABmdXSq/xsFH6lS/3K21ypiWa2GQvZbt/tD+TWGjRJXYZOFUT0gpIbdaK647Jc916s/igRyGdDyLaSml58rbxosjOPzK0z7tQEt9LRjiq+DX5bRGsgOuJyeWkaGgDA5XLhkksuwSWXXJKX8XLeCXfCCSdo97u7uyGKxq2X2VS6J8yaNQvr169HTU0Nvv76a9x9992YM2cOPvnkE4wePRqnnnoqzjnnHFRVVeGrr77CqlWrcNJJJ+GDDz5IWcNz7969eP311/HDH/4Q//jHP7Bnzx5cffXViMfjuP322y2fc++99w6pBUQiKnpxIVGvKrwew/V14igtVYuIMaBr324S4lz93YEqjWi1/ZjUgmiSDmh/YPResD4i9tqcgAwEIPfk/iaiX30OcDDV/YT4miNiq6i80B7FvILPMd1xAOVsgW4e7qG7kNYHDtU0NH0RskycfvrpOY+fswBHIhHcdNNN+NOf/mRZF9hqlTAVp556qnZ/6tSpqK2txaRJk/D000/j+uuvx3nnnaedP+qoozBz5kxUVVXh5ZdfTmqNRJBlGWPHjsVvfvMbsCyLGTNmoLm5Gffff39KAV65ciWuv/567XFnZycqKoZkOjyFQhlASBGyTDAMk5P2EXIW4BtvvBFvvPEGHn30USxbtgz/+7//i6amJvz617/GT3/605wnoMfj8WDq1KnYs2eP5fnS0lJUVVWlPE+u4TjOYDcceeSRaG1thSAIlot4/dEWOx8kWw49ka/Z19QivcRPfUQMKaJWEmsq7dVOMkJ/RHakYWelox0NUJPbzWlhAcmNOtGjdcaoStgs+vQ5gre1BpDU924V/eoxe77m3XfpNmn42AgWTfwo6b2MWA5RC4IUIesvchbgF198EevXr8eJJ56ISy65BPPmzcNhhx2GqqoqPPPMM/jhD3/Y68nEYjF89tlnmDdvnuX59vZ2NDY2Girdm5k7dy7+8Ic/QJZlrWjG7t27UVpa2qfWIQNBJstBL7qpRMWMWZABY4sffceIvohzbyHvWRU+VYD1PiwRyToUwy+T99Chet4mIdYTkN0pbQf945TiK7lTb4dmI2lzeUcsw1BAhzo5L9N2dHRgwoQJAFS/t6OjAwBw3HHH4T//+U9OY61YsQJvvvkmvvrqK7z77rs4++yz0dnZiQsvvBChUAgrVqzAli1bUFdXh02bNmHRokUoLi7GmWeeqY2xbNkyrFy5Unv8ox/9CO3t7bj22muxe/duvPzyy7jnnntw9dVX5/pWKRQKBd/97ncRDAa1x2vXrkUgENAet7e3Y/Lkyb0aO+cIeOLEiairq0NVVRUmT56MP/3pTzj22GPx4osvZt1dlLBv3z6cf/75aGtrw5gxYzB79mxs3boVVVVV6O7uxq5du7B+/XoEAgGUlpZi/vz5ePbZZw05vQ0NDYbycBUVFdi4cSOuu+46HH300SgvL8e1116Lm2++Ode3OiDoU8sAYwpVnyJf3XV+NmJZC0ElaoiCSb1dMg8v+i8NjWR2kNeqdLQnR6oWBXPqgJ6MA6UL5aaMkYDk1N5/ugU3wDryJecqHcY1DnJdNddm+MwOBQ7VRThA7QCkz5L62c9+hvPPP1/Tu3g8js8//7xXY+cswBdffDF27tyJE044AStXrsRpp52GRx55BPF4HD//+c9zGmvDhg0pz7lcLrzyyisZx9i0aVPSsdraWmzdujWnuQwkVqKr5aym83nTfKU2oxeVzGKcLMIEc8pXvnxOkn5G/tAEJbflezKkhOlENcBGADHxfrgOoHG8dl2dOD6j8Grjm8TX6nXJNX5d9+LCshGWZpaJQ9QDBmDoLWf1uC/kLMDXXXeddn/+/Pn473//i/fffx+TJk3CtGnT8jaxkUpncyUAcy6v6k2nE1xCJuFNdR0RETKmn+1ZqCKesDn61dPXFDSrzR7k/Zvft14kU/mwejGuF5K7s2TzOel9ZkNEnHhNHxtRa1Ekou0pnBu2kkPQ+6X0G33eqlNZWYmzzjoLo0aNyltyMoVCGVoM5a7I/Q0pwWA+lg9yjoBT0dHRgaeffhpPPPFEvoYcMegth3pJ1qJeK182U8pUbzFvvdVHwqpnmsiOsBmj31zq/1rt3tOj93sDMos6US3elMnXDkpuw/Zh8261lM9LU3DdnGVBHuuL80x37oPfJiW2eo/MDRZZc4hbEBdddJGWqhqNRnHllVfC41HtQr0/nCt5E2BKMvpFJv3X7WwX0tKJbi6CbP4KTwQNSBY/TYiBnBearAQq2efu2UKdDVpzTFPaWKZuFoCx83G27Yf0fm8Va0srvGs/+R6e/GQ2Kn7HgesUsHHLqqxegzK8MHeBv+CCC5KuWbZsWa/GpgJMoVAycihnQeirMeYbKsD9BIl+6yUZdeIYy7SoXOntc60W5MzHzNkRflZdJPMxUctKa+kwV22zinz13wTMGRDmfm1W0W66lvJW6PvNmTFbGmThDUhvvZxeuAO/574FyeGAUN67aljDhkPYguhPshbgVLUXCPrE5EMZs+2wI6qmR6XaiZVuhb+/sHrtpOwIyQk/m/BsZaSssKYX5vTpdcnFcYJZ/lEyWwmdcadljzbAuqCP1VjmBqCA9b9Fuj88Uyv24bMKAGdanh5ZUAHuF7IWYH3931Tne+uDDHesFtkCst8gMoC10PSn2FpFjlZ5tYBFmppNXZzz28I9IpyihnCqOsX6kpnqY+uoNxs/tzfoS0emI9WintX7PqQX4ih5J2sB7k8fhEKhDG0OZQ+4P6EecJ7o8XtHpf16nSkqzRepospUFb7MtkRAdqtRMClubhMRlMSUBXusmmBmsh16E/mmi2b19oOV35sxEtZlhwCJ92IzWjCHLNSC6BeoAPcR/ZbaOnEU6oXitFtfrejrV3AtpzWHcfRCrBeeoM4LNuYpq4IWgFqej6So9Qiu0etVzxnLQRLbIdM8iT+bSjCJ/xsSHYYWQV2JLhX6MSiUoQwVYAqFkhFGUcD0sQZCX58/Ehk5XQMHAbL4VCd6tOi3ITYawbgLwbgLjdEidMadKW/5grxeJqxeU9vYYFowJFFrTxTrNEW3rCHDQX8+ILu1Bbd00a/VZ5Eq+u3SZT4U2KMosEeTGmSaMyDI2IWJ3m2pSJcFEZBZBBVxUPvmDQmGeFv6008/HZWVlXA6nSgtLcXSpUvR3NxsuKahoQGLFi2Cx+NBcXExrrnmGgiC0H+TygIaAfcSY7rZGIP1kK24ZnNdX75GW41vtTvMqgA62a6cvpSlEauymeZsh1TvORsR1qMXYz3kean6uGX7b6MVsmeN4+SzIhwlf8yfPx8/+clPUFpaiqamJqxYsQJnn3023nnnHQBqq7TTTjsNY8aMwebNm9He3o4LL7wQiqLgkUceGbR5UwHuBeZSioEU3qZVrmqmPFWzsOQzUjZDxi60R5MW56zS4zKJsXlbc0OiShkZO5Onq0cvoJk+R7PYktbwevKZ6nYoivBQz4LQV2msqqrCLbfcgu9///sQRREcx2Hjxo349NNP0djYiLKyMgDAgw8+iIsuughr167NqZlwPqEWBIVCyUweLYjOzk7DrS/FbKzo6OjAM888gzlz5oDj1KydLVu24KijjtLEFwBOOeUUxGIxfPDBB3l9/VygEXAvaJK6UCd6NJ9THy2SKC/VTi398YI0UV6q52dLpkg7FYZavLoty/oKaimfa9p0kkvkGxJ7mqJ6uZjl55juPeWSyqePmNM9z89GddXQjO/hUIyC84W54/jq1auxZs2aPo97880341e/+hUikQhmz56Nl156STvX2tqKcePGGa4vKioCz/NobW3t82v3FirAOSK31iQWoPq+gy2VABHMi0y9HTsVVjaH3o4gWNWOsMK8sy0bD9cKq8+CPKfAYkGtt+JrGMO0LVutByGhnC2gQov8WhCNjY2Gr/ypOpKvWbMGd9xxR9ox33vvPcycOROA2rH90ksvRX19Pe644w4sW7YML730kla716qGr6Ioeavt2xuoAFMolMzkcSNGYWFhVp7r8uXLsXjx4rTXVFdXa/eLi4tRXFyMmpoaHHnkkaioqMDWrVtRW1uLkpISvPvuu4bnHjx4EKIoJkXGAwkV4BwgmQ9aupW5ypi9O6tFs1QRXi7XWUXH5PpsI2erKHQgNjOYX9f8PvXzN7+nLosiOnqserwlRfQWG1fSFUeiDM4iHBHU3kD6thF/uba2FmvXrkVLSwtKS0sBABs3boTD4cCMGTN69Rr5gApwlhg7+PIpryOpTgX2aJ99XDMhMfXrGq9zZCXCenHL9o9Cuq/75hxfIH0GQ1fcmfZ1rc6l9YFNu/n0c7YquGMoTKQr/K4X4ZAcNRTjsYJaFIPLtm3bsG3bNhx33HEoKirC3r17cfvtt2PSpEmora0FACxYsACTJ0/G0qVLcf/996OjowMrVqzA5ZdfPmgZEAAV4JzJxf/tDxEmpBNjLyckLWoZn+tI+9iMOV3NXK/XfB0h3UJkOiG1+gNiPmZZvSyNT23ucmwl0mbqRI+6EKd0WS7EHVIM4VoQLpcLf/nLX7B69WqEw2GUlpZi4cKF2LBhg+YvsyyLl19+GVdddRXmzp0Ll8uFJUuW4IEHHuifSWUJFWAKhZIVQ7Wa2dSpU/H6669nvK6ystKQGTEUoAKcBUb7gU06n0tN32y/6vcFfXRsjoaze761l0w8YXP0m8r31lsNZjLZD8b58Chxd2V1LSGV75utxxuQ3FpNZCCqVUUDaGU0Sv6gGzEyoC88bi4wnit9FV8vl/u+9Wx9Y+vnOrQaDEREzfUbMi065sOCyeZ9k3oYqepiWKXWWd0Hev6gGrZWJ2pCAEiqC2Hu/jwiUZT83CgGaARMoVAyMtS3Ig9XaAScBvnrYwAkt9rRk639kC/roTdRcF8IiQ5t7vpIGDBGv6lsBvMY+nF7g9Xr6Dd+pKo657N3J0W6PjaSlSWh/9aT6vfgkIiCKXmHRsBZktTfLA+93Mz2QCZx7a2dQJ7XF/HW+8LZbLM2P898Px3EeybpcVYpddkW1zEX5jGnqlk1S81GlENy9NDygodwFsRwhgpwFqRafCOk2qqrjwD7Ql98XPM42YhwqtfTL+gRUezPRUUytlmErUpqmu8T9JFvKt83VbNUUv1Nvxjnt0kIKmprJrMIj+T6EIys3vo6BsUItSAoFAplkKARcBbo7Ydci/AMRNrZQKGPoLPdbUeeR+itDZLq9fSbRIBkr9dsJ/hJ01Fd1JvqG0zAFAVnw4iNgqkF0S9QAc6APuXI3GQyHdmkX/XFk40kRM094ItyRhHOdG265+f+2urrmfOLC0y1IYjo+k3iq2+RZMZqG7O5Qam+O0YqG2KkQrMg+gcqwBQKJTP5yOOlecBJUAHOgoDktIx+U62kAz11IHIpdJOKnogzP4tx6cjmNYxRcG72Qj7S6MzfLvSZDj42okW+xDZIZxuli3z1aNaFzMJvkwznDpUomJJ/qABnQG266c9aePXoRRjIrx/cW+shlQWQq7inshcGglSFfPR5vXrPNhvLKJui8wHJmdSkk0BEmFRPG2k+MLUg+gcqwGkIybHEApxRcK0acOrJpfuumUyVy/IBEeFsBDNicU1vxT+X6DfV+zZ/PiT6TZW7m8uiaapylpoXbDNGwcQHNsxvpEbCdBGuX6BpaBQKhTJI0Ag4DY2SjDaxOCnytYpuU3WO0NcEzuQH96UHXK6ki36tot5U59NFw+ZMDf2OvHRdL6ywOqelnuk2Wqi93Kyj4Wy7XmS1PTlNFAyMvHQ0akH0D1SA09AgFuGArThlaxugp7h4U9QPwJgilakzcSbBHYwc4kzimwvZWhXkD1MuucXmtkRWoqm3H1L5u+ZUtXTXkvFS+cAjGpoF0S9QC4JCoVAGCRoBp6FBHA3Bbt1qvStFJbBMhcaz3z2Wn+g3m0W0dFFvt9jz9drFJVcCi4h8yvHSRcBW7y9fFoyhjq/kNkS0+kjZKvol16RaiOt5rjEKtlp8IxXSRoIVQS2I/oEKcBo6JRecSBZfQqqvzOZjqXrDmS0Kq+I9mTIVemMZZPMcvfCaj5mFmIhwtt7wUMCcK2xFqu3J2hi2cFavNSL8YJoF0S9QCyINhWzCX0zTCThTc0kgeeNAgT2a0R9Wn59+oSwX8e0WOUtR7c11VufNc0k3t5DIW5TizN4PT9eWXi+QmfJ/rcTXb1MX8fymWsFBUyQNqAtxgJorbu6SQaFkA42AKRRKRqgF0T9QAU6Dj41AYO1a5KPfYGEVxZqLxFilnekLmuufT7zj5IaayZFkrraDPmK1shGyiYytxrTyhM1ku+EjW8yFd7JB7+maC64TL9dvk7SI1oz+Ofoo2M9GLbcmj0hkRb31dQyKASrAaTjO1Yh2ZwHqxGIEWfUrqM/enbEbgzn3FzAWF9cf17M/4tW8U6/pJxGxfKWJ9UZ0c8HNCYb3kC8R7kp0ZjajF0mz9ZBui7HfJiXyeG3wJfQ3qIjw28Ko0/19saoVEbBFkhbjiNc74loUUQ+4X6AeMIVCoQwSNAJOw/iyPTgiMhN+dh8CkhN1YjEAoAHFKZ+TqgZEqkhYb0OMdYcsn2sV/fZ3BAsAMUH99XDwccvzZhvCnPmQyU4xnk+/CGc+H4y7kmyIbPu5AYnFNjYKH8Mlp5AlWueYo1tzFBxgyeOoFj2PVBjkwQPOy0xGFlSAM2Ar2Y2q5koAUVSjTc0x5dus+4hl2SgyHVZbdM30t/gS4TU/TiXEBKucYEJvLQirlD6C/vM2e7Tmrhj6435WFV+/TYLXlvzvSKqa5UJQEeFFj5DbSnaPLBuC7oTrF6gAZ4HX5kQVovDbwgjIUdQh0SXBFBGRiKxTtw1Zn4JG8obNUbD2OllsROgv8TWLbqprzCJs3qihF+F0gmyujJbLNmQrzNFvumhYTTWTkmo4mEVTXVxLHQUbveYoyk1R8Ij1gyl5gwowhULJCE1D6x+oAGeJ1+YEZCS8vg6tSWc6SCRszojQo4+KvVzMMnLW4+JEQ9SZzh7I1jrIJvrVX5tpPCB9tkamusDpMkW6TE049VhFwWaI/WDl/VpFqumiYHNKWiqG/S44gGZB9BNUgLOA/AcqTDye0lqDEBtFUAmrBdttEQTY1A0f9Vh1yDCLL5B6h11E5A0iTMQwnYimEs1chDfb5xEbIh+ksiXM4ku8YJ+9O+NCHLEfiPdLbAezXUD+4KopaZlFOGCLANwI2XZMGTCoAFMolIwwigKmj4tofX3+SIQKcC+wlexGIQBvaw3KWRii4TpxlFaBi6y+Z7t5A8jczshc9Ibg4OMZo+BsrusL5t112eyUy0RvFufSRcHVXBjlbIHhWLqIVVuos4lIFwWrKWnRkRv9ytDS8/o0BsUAFeA+oLcmiBhXsQEElQOoEz0IyG7UC8acYb0Yp+qiQURYb0OoQqTm0pLMAnNGhFlcRVFdlue4nq2yVuJLrrNC/1yr5+nPZyrSo++MYfaBU4lsujQ0PdnmBJezBUm2Qyr0HrEXTviYaModctMdB2AraUk7HqX/OP3007Fjxw7s378fRUVFOPnkk/Gzn/0MZWVl2jUMk5yJ/Nhjj+HKK68cyKkaGNSdcGvWrAHDMIZbSUmJdv6iiy5KOj979uysx9+wYQMYhsH3v//9fpi9EVvJbjUyLmtAOVuAuU4bTnAGMM3ZgCq+DZWJm4+NoNLRbnnz2bu1W6HJD84UBcYEe86RrSiyEEUWktBzS3WNlUinE+dM6POCU+UI97U+sLkOcBXfBiB9Whj5dzTfAFWQy9kCVHNhTHccQDXXhiq+DdOcDUlR9UiDWBB9vfUX8+fPx5/+9Cd8/vnneP755/Hll1/i7LPPTrruySefREtLi3a78MIL+21O2TDoEfCUKVPw2muvaY9Z1vgffeHChXjyySe1xzyf3QJPfX09VqxYgXnz5uVnohTKocwQz4K47rrrtPtVVVW45ZZb8P3vfx+iKILjer6Z+f1+Q5A32Ay6ANvt9rQfiMPhyPkDkyQJP/zhD3HHHXfgrbfeQiAQ6OMsc0NvTcxtrUFIVm0JAIk29z1fbc1t00kmRZB1I2h3G7xjYkMAmYvy6CNWYhWksxoIksCC5a0jWytLQ4/eZyaZGpl84Fx3yFkV40lXGS0ouVHJt8HPRlDNdQDoyX7IBf31Fbqfnc2V2CnweDnixKKcRhxm5HEnXGdnp+Gww+GAw5G//ocdHR145plnMGfOHIP4AsDy5ctx2WWXYcKECbj00ktxxRVXwGYbPCNg0AV4z549KCsrg8PhwKxZs3DPPfdg4sSJ2vlNmzZh7Nix8Pv9OOGEE7B27VqMHTs27Zh33nknxowZg0svvRRvvfVWf7+FtJAFO5LCVqE7JyfEmRBUVLEiIh2Q3dqCXtDuNnTMSOUDW4mslbWQ7hw5lkqIsyGbHXtGG6JvO+EyQdLPgPzm5RaWNaC6qRQ7Ym6agpYlFRUVhserV6/GmjVr+jzuzTffjF/96leIRCKYPXs2XnrpJcP5u+66C9/+9rfhcrnw73//GzfccAPa2tpw22239fm1e8ugesCzZs3C+vXr8corr2DdunVobW3FnDlz0N7eDgA49dRT8cwzz+D111/Hgw8+iPfeew8nnXQSYrHU/1Hffvtt/O53v8O6deuynkcsFkNnZ6fhRqFQeiA74fp6A4DGxkYEg0HttnLlSsvXtFojMt/ef/997fobb7wR27dvx8aNG8GyLJYtWwZFF7XfdtttqK2txfTp03HDDTfgzjvvxP3339+vn1smBjUCPvXUU7X7U6dORW1tLSZNmoSnn34a119/Pc477zzt/FFHHYWZM2eiqqoKL7/8Ms4666yk8bq6unDBBRdg3bp1KC5OXbHMzL333os77rijb2+mF5DomEDul+s2egBG2yIYd6HT7sQecUxWr0Gi2XRRcKbnAtlHw/qNIQ4+ntGGMNeL6E0zUqvKaGbITrVcIlTzBo1Uz60ob0F5aw2e6RqF6eJ4Q4F2suMu0+sO+eg5jxZEYWEhCgsLM1ys2gWLFy9Oe011dbV2v7i4GMXFxaipqcGRRx6JiooKbN26FbW1tZbPnT17Njo7O/H1119j3Lhx2b+PPDLoFoQej8eDqVOnYs+ePZbnS0tLUVVVlfL8l19+ibq6Oixa1OPGybKafGi32/H5559j0qRJSc9buXIlrr/+eu1xZ2dn0tekgcRsWxBBBv6rpba1dPssfeBsvV4AULK4jkn4vem8YT3pMjFy2SGXyo5IlYamF2FzV2M/a118JxtyKaQTlNx4M1yjzaHntSOY1lyZVoiHtPgOEkRQewOJfNN9W96+fTucTif8fn+vXiMfDCkBjsVi+Oyzz1JmLrS3t6OxsRGlpaWW54844gjs2rXLcOy2225DV1cXHn744ZSimu9FgHxjK9kNb2sNpvFqVOy3RfCxqxyA2kWjW+QMOcB6EWZ5yRDJZiO6qSAibLUYZ84JBrKPgnMhm0U4c/pZNddhXfdXh1lozeUoMz23SeoyHGsQSO1odQ4BuQ1+WwTVTaVZR8VDCUZWb30doz/Ytm0btm3bhuOOOw5FRUXYu3cvbr/9dkyaNEmLfl988UW0traitrYWLpcLb7zxBm699VZcccUVg/p/f1AFeMWKFVi0aBEqKyuxf/9+3H333ejs7MSFF16IUCiENWvW4Ac/+AFKS0tRV1eHn/zkJyguLsaZZ56pjbFs2TKUl5fj3nvvhdPpxFFHHWV4DfLXzXycQqHkwBCuB+xyufCXv/wFq1evRjgcRmlpKRYuXIgNGzZo4spxHB599FFcf/31kGUZEydOxJ133omrr766X+aULYMqwPv27cP555+PtrY2jBkzBrNnz8bWrVtRVVWF7u5u7Nq1C+vXr0cgEEBpaSnmz5+PZ599FgUFPUnvDQ0Ng5pGMlCQKJjsyKor3INddjWirw8WadGmVRScFsHis+N7QhV9xMzoIlyrVLRMaWpW6HvHpUJfUa43kOI7VhGnPvINyVFDJgp5LgAEJRG+hI2gJyRHUS/JCEiexHXJO/AaYqPREBsNQI3WK/k2nOiuh6+5EoVlDYa55ORRf31M1teOZKZOnYrXX3897TULFy7EwoULB2hG2TOoArxhw4aU51wuF1555ZWMY2zatCnt+aeeeirHWQ1dyBZar82JE9318LMR+Ozd8HIxfNKWnCtNRNhsQ2TELMoJQVZEFhKSF+TSCb3ehgCQ0orINgUt5VZkizKUPjZiOE4Eziy6gJoCqIquKU9b91b9bBSQetLZrNIF9a+vz+Em9T06404E4y5NqKvrDkM1FzZYJJ0mYU6Fbdx2AL6M1+WFIb4RY7gypDxgCoUyNKHV0PoHKsDDDPIVtby1BnCou+t8bAQh0YH9Ea92nT4bgUS/6RbgGMFYqEThdf9ZBJvBltBDakkAPZFxOivC3MKIYN6IoX+czn7w2buTvvKbH6uRbZeaBdFcCQBJVgOxENJRJ45KOhawKM5OIt9UVe2aon40Rf0A1Ii+wnmwZ7deYyKNLUPWBGVkQAW4HxiInE5byW6DCJe6ggDU3WURkUdMsKe2BojFwMvqTWc5MHEGil0xCLLCKwYR1tsZksBCEVmDP2wmU2cOUh3NnAOcrjNGNpAGnKqlEEXAUA+RTdnVxLw93HDO1AfQ6r4Zqz8g+vfaGC3S0ujqheKexqG2CPwJQa4oT660NqAe8BBehBvOUAHuBwYqatGLcL2nCYX2KJqifrRGChCAsf6wFv1aLbolYOKM4ScATYyJCCtQF+PMUXUqf7ivmMU3XUsiglUZyoDkNLQNylZ8rbqcpBJeK8+X0BqxrpYWEnmEOAfIP5cqxG4E2QgCbAR+WRViJNLXDM+VB7DAroK+1/Ol+psEFWAKhZIR6gH3D1SAhzkkCj6j4DPUOT3Y6ajEx/ZytEc8mj+b0vtN2AqMR4TCs0CIBRNnYEvYD7LOB9ai4AzkUsjHqmU9KdDj1Yq3G73hAns0bfSbCnPTTD8bTYqCM0W/uUS+VraDfieg3guPcLyhSH2pK4igvScSrgdQJ/bYEoSwQFtMDHeoAI8AbCW7UQF1Ya6a+wxVfBv2dI5BKKz6jAwnqSKcsB80MdUtrDGcBIW3GewHm8BAhmpD6Enl+eqPS0Lyzrhc0AuxVdNSIHkHnH77r550HYtTkY3Xm2qxrSvuzFjTgvjiosgixtkRgEsr4wkAXZwTTfBri3RBqUeMyfvsjscBfJXze+sVCvLgAedlJiMKKsAUCiUzdBGuX6ACPIIgdoTPGcBboxoREXkEwi7VikAiALFYhNMsCl6GIjCAwIBNuAOyrn6OGjmbnpOCVDUjCCTSI9XQ9F/BvbrecWYK7VFD5JuuBT0Aw1d2PensB3NqmXljBXn9VHZDSHQY5m7e6WeulRwNq9eSaBgA9kNNKXRzgja+vnErADgEWjZ1uEMFeATitTlR6WjHRJ8fn4glPbvhQESY1cRUsycSKLwC6DQryYZIkxMMpLYngJ5dcXrxJT+JCAM9aWl64bLaAddb8U2H2XpIldlARJjYDZk6e5D3sz/iTVkxjvTlO5AobER2EJLPpxUF8HICWuCDl4vBER3ALfgygOSelrmPQTFABXiEQVLgqiJH42N7OVyciKCQnErFxBkgxELxmk7wMmTeBkCNgtUbA9FrEuHEtQbI8USamnljhtfTs5jm5gRNgK0W4/R4uVhS5JsLJNq1WngDrPN+0+X1dsad6Iw70dLt0/KuzVutx7pDABJpZqbFN/3mFSC5Yh0RYvK56T3idngw2q3WiT4YHaBtyKBZEP3FyK9iQ6FQKEMUGgGPcEh0afZsSTTLhFgoXin5nMBA4qF5wcSKMFyXCOySbIzEff2oLC9htDuc+Coe07IE0hVpJ+lnKYuwJwramH8SSGRLrIhso189JOomVoQ+w4HUYrayFEI6e4VcY0gL1H2LIBtYzJtb4uRzTFg60TCvfauIcDx40ViDuF+hi3D9AhXgEcpbXYdrXTM0/1f/Hz8NCq9AggwmzoBN5ATrrQiAiHQKPzhx3OwHE/FV7xt3uJkXqvRpZ+nyfvULZXrxzdX/Nef8krH0VoTe722PqLUj9OKr3/rdDo/hXDTMG3Yjalu9BdUGMoswuQ4wZm9JAIKCGyFegk3sqymbA1SA+wVqQVAoFMogQSPgEQqptuXmhOSvvWbSZDZIOoeAFQAupFoTklYjwpjGpr2GaUxzKhqJbkkkXO4MoDPuTJlyBaRuvpkuG8JsMWQbGQf19X3jLnTqol9im+g3UwDGIkX6Y+bPnhEYbcOLYldUG4i3IR5O0bMuETErvAIlMU5cZCF3D2QtCBoB9wdUgEcoi8e8i4+6K9EYLcKXu8u04+aykxopRJhsRybbk20iOZ4QkCzT0kSR1e1uM24tBpJ3tQHprYdUpMteADJ7vnpLI1NZSSuS+u+Zdx+aSFUAyXytwvdUqNOq02VhJ+UNmobWL1ABHqGc4AwAUEsdkshUL776//AEBUYx1RbqEtfqo2ESCSt2Rn0ekFze0iTO7REP4FYFuCvutFxcyyS6VlGwvgMGQe/pmrcmm8/rx8hWeF2caLn4RnxcJRHNGj5zXeRrS/WHEAmtS5QFBQDFKyW2irOGf0db98AJME1D6x+oB0yhUCiDBI2ARzB+WwSF9ijsHgFx8FqkarYh9EXYyTWGr7x2BTKSozZWACQ3dF+NEydI1EtW8RNboWOcPVH5y2EZBfvs3YadZ6kgUbD+Wp+9O6P9oD0/XZWzhN8LGLcYk3kS/7db5LQmqObee4rIpv22of8cWYs9KCTzROLVzTBinIFiZ4HEv4lmW6SJovMO9YD7BSrAI5g6sRidcSc4ToLESdoCDvEXSelJmVcMX3m1BR9e9ziRG2zGIC4hNtnn1NkQosiiW+SwP+JFiONR4u5KaUXo0VsBxKIwC7XemkgnsPrrrV6DiG6qamZkB59Vc1FRNC64mSvLEcyia7PuUwqbCNgEJNLNep4vJ9bqpPQbCPOLrABMHwVUpgJshloQFAqFMkjQCHiEElRENAjFaOnW1QvQWQNJdX910a7+pz5a7guKyAK8ZFi40lsRqSJSAomUrRbGUkXFVqQrmK6fV6pj+g0j5s0Y+gwI82JbuqjXliaSJef015AKdUzvWuX1DmpB9AtUgEcoPoZDJd+GRlcR6vminpKUOn/SKA7Wxdcz+Yz67hmGVKo0XZVjgl0TLWJFWNkMgNESsGrSmUqUzViVjNRDxtQfN+/W01c902+hJl4wy0va9mEgWXxTia6VALOi9X3943TCnX/yIMC0InsSVIBHKF6bE2d4mlHNtaGl24fdwhhIAtkazMKmq/mrxxzp6gVZjZKNz2MFNT3N7CWbI2igJ0IkldICYRe6+YShqbNp09XXteqenAtWwkvE3cvFLHOUCxMi3xopMCzCATB4wdEwr6WJpRJfq4jWLLDm86lQBlSAKf0BFWAKhZIZakH0C1SARzBemxPT+CgOL/ga+yNeHBBZxMM8bHEGXLjnOtGTeoxUK/l6SBSsf44+owJQN3ko0FX4Iq8tspodYS7IY1Xk3Nxpwty0Mx3pIud0Y5Bt3eboV38/Jti1LdlWfnk6m2FgrYReIivos4VAsyCSoAI8QrGV7IbcWgOvzamlZxELQC+kMpcsoNoYusU5/XP0ZSoJmo+crnOyrgQjyQ0mtEc8iHA9BdrTlakk15DOGVbesB698KbqXGFlTRj952TxJSUm9e+PsUg3M6eZ2QRr8WWFHAUq1+spQw4qwBQKJTOKrN76OgbFABXgEQyJgoNxV1IjSFn3kES/VhaD1TF9xJyUXmWxsQNAciEZqF9omUT7ohAcWkPKbp4zLG7p527uJ2eFccEufSSdqnmmOSLWtx2ywlDHF6mjXz2pot9sI2FbiFZDG+5QAR7hhOQomqJ+zaNkQgkPNr0uJUFElwiLlW1hlREBIEmI9ZkR+qLt5Os86Q7s4ONJ8zCLYLfIJe1Ki1ikimXCbRJroxinHodsQwagWiuJvU1kG7HMJWdAmO+nE182llq0kj+dfoR6wP0C3Qk3wtkp8PikrQTdAReYEJvThoqeppw9j81kI+Tm12QERo2IEyUVlUSrHnM9XX2+sB5yPCbYEQo7EAi7EAi70BzwoT3iUdPbRC6rGyGVWOvr/1ptPyaQVkFmrCJgq7SzpGtiSlrxZQUld8/4ECAWi2H69OlgGAY7duwwnGtoaMCiRYvg8XhQXFyMa665BoIwuCugNAKmUCiZGSYWxE033YSysjLs3LnTcFySJJx22mkYM2YMNm/ejPb2dlx44YVQFAWPPPJIv88rFVSARyiNTaVYH5iBbQcXIrC/ICn6lXklbU1aq2jX6ppUEbA+gyIVmh0h2Ax+MKBGlIYMAxP6c/ruE6Rxpfm55o4cZlyciIjIa01MCebImETB6fxgK1KlmlnZD6ki30GNeBXkQYDzMpOU/POf/8TGjRvx/PPP45///Kfh3MaNG/Hpp5+isbERZWVqg4IHH3wQF110EdauXYvCwsL+nVwKqACPUB5pOw5/+XyaKmgpOieYRZiIrmVKmsXXZpLC1hfMecLEDya75QBVYNMJqHkBTN9d2Go8AscZa1MQESZY2RL6vF+9yJvnYEbmc8/3lRyJ3XQxo93AxtTFNyU+PLMKOjs7DY8dDgccjt7vbgSAr7/+Gpdffjn++te/wu1Orn63ZcsWHHXUUZr4AsApp5yCWCyGDz74APPnz+/T6/cW6gFTKJTMEAuirzcAFRUV8Pl82u3ee+/t49QUXHTRRbjyyisxc+ZMy2taW1sxbtw4w7GioiLwPI/W1tY+vX5foBHwCENurcEnYgQb911sOE5q/xIyFQXXZzykq1drlc5mhTktLel8ohg86TFntiMIJBo2ZB9A1xjUhP54ehPCiNlicHFi0jH9HFheUsdPtA6S4z01fNOlohHM9oJV9Esi30FBltHnpm6y+vzGxkbDV/5U0e+aNWtwxx13pB3yvffewzvvvIPOzk6sXLky7bUMY9GGS1Esjw8UVIBHCP+3Zzb+1TEVrZHvISLy2ldrlpdSdts1Ww6psh30qVR9IVUGRqpty4DRFyboO1EA0IoMpe38DBjGJM8DevzmdFZHTLBOi+N0KXTkD4UEQLGzkNHT3UK23Gmo/jTaC8l/pKyE1xaTYIvn8idl6FBYWJiV57p8+XIsXrw47TXV1dW4++67sXXr1iQhnzlzJn74wx/i6aefRklJCd59913D+YMHD0IUxaTIeCChAjwC6GyuxFP7zkb9gVGWXiSjKxkJIGUltFSbK/oLxa5YirLWGimxZdkcDYfCDoNQklZA+udbIrA9rd0TUTaQ2b8lpFsU5Ey5zEoiD1rb5GKxHdkMEV8S/RIkh00TYVtskER3ELIgiouLUVxcnPG6X/7yl7j77ru1x83NzTjllFPw7LPPYtasWQCA2tparF27Fi0tLSgtLQWgLsw5HA7MmDEjp3nlEyrAFAolM0M4Da2ystLw2Ov1AgAmTZqE8ePHAwAWLFiAyZMnY+nSpbj//vvR0dGBFStW4PLLLx+0DAiACvCwprO5En8Ll+FfHadYRr/kKzmD5GiTeLzZbKTorf2QKRVNay5p3rYc77Ei1J+J45zRC9ZjLoaeyu7QxhYYKLwxEgaM2RLZRMb6TA3zXBSBSbimjOqXJzIhZB6Qtc+U1A1WIDmYrC0ISm6wLIuXX34ZV111FebOnQuXy4UlS5bggQceGNR5UQEepvzqvyfh1bbTUR8sQkywW4svuc8rsEVUMTNXNctEJvE1L8QlnbcQYZvJEkmFPk8YUIU4ly/g6RYaJZ4BIoDM26DYdc1Eedkg5JmI61LdtNfiJdWT5tV5ywAQZgy2AykByoH8IWQ0EdbGMaWfme0HdiDtiGG0Fbm6uhqKRbRdWVmJl156aUDmkC1UgCkUSkYURYbSx2pmfX3+SIQK8DBAbq0BADRJXdgUqcKuSAXe+vpYQ1qUeSFKg5fVnWYJCyLTDrh8obc3stoVZ64XYW6NpNsxlwRpAy/0WBrmhcakRTDyOKymi2mt3nld2ppb1sZT7Iqxz51+bqbHWlSsK84jc6QPny77QSSvmYh+Ez+BnuiXjcmGyFcf9Q5oMR5F6XsES6uhJUEFeIgit9YgJEcRVEQEZBZ14ii81TUNH3RUGEojJhUFN2MqEp4NVgXX00FsCLOnrE9zS1fq0kqctevNldV04yi8kiS65tcm8zOOnf4xIe61aedkPjFXDhC96nyJb61Y7GdSTH8URK8CLtRjQ3Dh3EtQDqjlQBkQqAAPQUjEWy/JqBPHoF4oRkNstCa+ACyrhBmwyIfNRxSs93sNXX5TiDCQ+hhgLF+ZCn00K/G6eUcyp9Zlav9uPmaoVBayvs4eVucQ9yTSzBLzSOooHTc257SHjd0w1OPW5SdJ9JsOZiAFWcmDB0wj4CSoAFMolMzIMsDQjhj5hgpwHpFba2Ar2d3ncUJyFPWSjDfDNfg4XI6uFC3R9ej9X/O2XP1XdW2uefCCzTvk9FGwFVbHe44Zo+DkiJgx1CbWHzePTeZhE6GzEBLncrBWUtXtJce5MCBxZHwGsSLj58kKPZ+PPWR8Lol8ie+rTz+zsiP09gMTHVD3l9KPUAHuI8QuIHQ2V6a4UsVrc2r3rcRabq3RxHdLcJKl8OrtB1Fk04qvGX0+sLnhZja+rzntzEqEyXE9mewBlWQrQvtaLzCaN61/jaSWSKLxJ8m91S9+WZGuSLrlrrXEohkX6hFSIsjmbcdcOLtylJavPVR8X2pB9AtUgCkUSkYUWYbSRwuCpqElQwW4D+jTwwKyGnkGJGe6p4BUlPKzUfibSuFj1FDRa3PiEzGCHdHx2BWZhs+7xhna4ehtB1KMJluyzYLIJvsh3aYLPVYbNNI2qDTtDNNeD0hZRc08ntXc9JFnb2ryprpenzIGkBZB6saKTFilnKW9fqhEwZS8QwU4B4jghuQoAOhSxMZo1wQkYzHooOmxniq+zfC8tztnoaXbpzWBTGc9ANbFYbSqYIn8XwBa/mo2QpxJhPXCqs9syJRtkEoc9d6szWQvkPGJZZLcgVk3Pp+iaDyfnQgTL1fLzeXU+9l4xyQzI5e0sqTsh4Qoa491GRCSgx18EaYWRL9ABTgL9D5vSI5ip6D+rwzIfvWnTmTNgpv0OO7S7jfERmv3O+NOg/j2BSsR1qOVf8yiQWe2pSgzXZeypnAaUbWJgCxY19Ql11mKPZ/8WH99Nk0xgR4R1o+h/2mO1vUbKoDUImyOeLVIOOX11gtwtlgeaoRmi6wADBXgfEM7YlAoFMogQSPgNMhfHwM5whp2pAUkJwKyO2XUmy7iBdRIFwC64tZesZcTehUFZ8p+6AupolvLzAbB+r45Kk31lV4fqebi2WZ7HSv22A3kMZB8zHwdkBxJW82PRL+GDSP619cV3Mnk/QKA7EjUQU5EwYrTDiYahy0m9rU/RW4oCvrcEYNGwElQAU7DZ2I3vKINdeIoAOn9XcP9FKIL9AhvSOyp3u/lYmnnQTrxAsk+cLbFxLMl0yKcllebYrUplWjq83EziaWWK2shjn0l1Vh6wTX7wXqs7A1CKjHW5/ySx9r9FCIsOWyJ89aiJzs4yNLASbAiK1D6aEFYVSg71KECTKFQMqPkoSccTUNLYlA94DVr1oBhGMOtpKREO3/RRRclnZ89e3baMdetW4d58+ahqKgIRUVFOPnkk7Ft27ZezW9XrAw7ouMRkNyoF4oRlNwpb4Aa+ZLotzPu1G5dups+8g2JfOLmMBwnuDkBbs4YVln1JUsL3/NLn6qaV6ZKZXr7QcsKEJNvKZ+fwpbIdB25ceEeW8DqBhjv659r3oBhjmAlrudmHjfT5o1sSGq2yTMQvDbtp1Cg3iSeMdgWqSwMPQO6CEfpFwY9Ap4yZQpee+017THLGr9SL1y4EE8++aT2mOfT+6ObNm3C+eefjzlz5sDpdOK+++7DggUL8Mknn6C8vDynuQUlNwTJnjKVzGw1AEa7AbC2HKzEtudcz/uLZOEFkzKUWuZDBvTbkq16slmlofW1KWeu24CJBZCtcOtJZVtYiXCmMfW76PKBOdUMyE5orRhoD5haEP3DoAuw3W43RL1mHA5H2vNmnnnmGcPjdevW4bnnnsO///1vLFu2LKe5dUouCBJnKbTaNSkW06yEV33Mw5uIar2m6NYsviT/V+8B6+FMrXSyFWE9qRpj5pveiJjeL06fV5t+/unE2Opa1iri1z3HKqo1z9d8LhP6jhhac06eAWCz3I4sOzggkn7tIK9QC6JfGHQB3rNnD8rKyuBwODBr1izcc889mDhxonZ+06ZNGDt2LPx+P0444QSsXbsWY8eOzXr8SCQCURQxatSolNfEYjHEYj2/zMFgUD0eVr/ux+KpPyYhbu3iiJJ6XBSN/wHjogIxhaDGRcVwX4qrv7Bxu3o9eSwJRhtCFlnIpBuvlQCbcoHNGzIYiQH0xywESsnB+VCsnp+rAMdNz0sjwJKFAOv/q2e9VhVPXGvxXg3zNwtw4vVl83XZkhhPEY0/yX0mLkLRtaBnJPW+LKm/swMRWcYh9nkfRhzUMklCGUT+8Y9/KM8995zy0UcfKa+++qpywgknKOPGjVPa2toURVGUDRs2KC+99JKya9cu5e9//7sybdo0ZcqUKUo0Gs36Na666ipl0qRJSnd3d8prVq9eTbb50Bu9DbtbY2Njn/8vpqK7u1spKSnJ21xLSkrS/l881GAUZegYM+FwGJMmTcJNN92E66+/Pul8S0sLqqqqsGHDBpx11lkZx7vvvvvw05/+FJs2bcLRRx+d8jpzBCzLMjo6OjB69GgwTOqvkJ2dnaioqEBjY+OgtrbuDXTug0e+5q8oCrq6ulBWVgabrf/W06PRKAQhP0Y4z/NwOjPVSzl0GHQLQo/H48HUqVOxZ88ey/OlpaWoqqpKeV7PAw88gHvuuQevvfZaWvEFVJ/Z4TB6tX6/P+t5FxYWDkshAOjcB5N8zN/n8+VpNqlxOp1UNPuJIbUVORaL4bPPPkNpaanl+fb2djQ2NqY8T7j//vtx11134V//+hdmzpzZH1OlUCiUPjOoArxixQq8+eab+Oqrr/Duu+/i7LPPRmdnJy688EKEQiGsWLECW7ZsQV1dHTZt2oRFixahuLgYZ555pjbGsmXLsHLlSu3xfffdh9tuuw1PPPEEqqur0draitbWVoRCIaspUCgUyqAxqBbEvn37cP7556OtrQ1jxozB7NmzsXXrVlRVVaG7uxu7du3C+vXrEQgEUFpaivnz5+PZZ59FQUGBNkZDQ4PB/3r00UchCALOPvtsw2utXr0aa9asyev8HQ4HVq9enWRfDAfo3AeP4T5/Sv4YUotwFAqFcigxpDxgCoVCOZSgAkyhUCiDBBVgCoVCGSSoAFMoFMogcUgK8H/+8x8sWrQIZWVlYBgGf/3rX7Vzoiji5ptvxtSpU+HxeFBWVoZly5ahubk57ZjZlMHMVH5zMOf/1FNPJc2NYRhEo1HDdY8++igmTJgAp9OJGTNm4K233hr0uZ944omWcz/ttNO0a/Lx2aebO3mNI444Ah6PR/sdePfddzOO+/zzz2Py5MlwOByYPHkyXnjhhaRr+vq5U4Ymh6QAh8NhTJs2Db/61a+SzkUiEXz44YdYtWoVPvzwQ/zlL3/B7t27cfrpp6cdk5TBfOONN7BlyxZUVlZiwYIFaGpqMlw3ZcoUtLS0aLddu3YNifkD6s4s/dxaWloMO6CeffZZ/PjHP8att96K7du3Y968eTj11FPR0NAwqHP/y1/+Ypjzxx9/DJZlcc455xiu6+tnn27uAFBTU4Nf/epX2LVrFzZv3ozq6mosWLAABw4cSDnmli1bcN5552Hp0qXYuXMnli5dinPPPdcg3Pn43ClDlEGtRDEEAKC88MILaa/Ztm2bAkCpr6/Petx4PK4UFBQoTz/9tHZs9erVyrRp03o5U2vyNf8nn3xS8fl8acc59thjlSuvvNJw7IgjjlBuueWWbKdroL8++4ceekgpKChQQqGQdizfn302cw8GgwoA5bXXXkt5zbnnnqssXLjQcOyUU05RFi9erD3O9+dOGTockhFwrgSDQTAMk1N9iFRlMEn5zQkTJmDx4sXYu3dvnmebTLbzD4VCqKqqwvjx4/G9730P27dv184JgoAPPvgACxYsMDxnwYIFeOedd/pj2gB699n/7ne/w+LFi+HxeAzHB/KzFwQBv/nNb+Dz+TBt2rSU123ZsiXpMz3llFO0z3SwPnfKwEAFOAPRaBS33HILlixZklPhlFtuuQXl5eU4+eSTtWOzZs3C+vXr8corr2DdunVobW3FnDlz0N7e3h9TB5D9/I844gg89dRT+Pvf/44//vGPcDqdmDt3rlb4qK2tDZIkYdy4cYbnjRs3Dq2trYM6dz3btm3Dxx9/jMsuu8xwfKA++5deeglerxdOpxMPPfQQXn31VRQXF6e8vrW1Ne1nOhifO2XgGFLV0IYaoihi8eLFkGUZjz76aNbPu++++/DHP/4RmzZtMniop556qnZ/6tSpqK2txaRJk/D0009blt/sK7nMf/bs2YZ+e3PnzsU3v/lNPPLII/jlL3+pHTeX51QUJW3Jzt7S28/+d7/7HY466igce+yxhuMD9dnPnz8fO3bsQFtbG9atW6f5uemaCGTzmQ7U504ZWGgEnAJRFHHuuefiq6++wquvvpp1BEbKYG7cuDFjGcxM5Tf7Qm/nT7DZbPjWt76lza24uBgsyyZFXfv370+KzvpKb+ceiUSwYcOGpOjXiv767D0eDw477DDMnj0bv/vd72C32/G73/0u5fUlJSVpP9OB/NwpAw8VYAuIAOzZswevvfYaRo8endXzci2Dman8Zm/p7fz1KIqCHTt2aHPjeR4zZszAq6++arju1VdfxZw5c/Iyb6Bvc//Tn/6EWCyGCy64IOO1/fXZm1EUxVDs30xtbW3SZ7px40btMx2oz50ySAzqEuAg0dXVpWzfvl3Zvn27AkD5+c9/rmzfvl2pr69XRFFUTj/9dGX8+PHKjh07lJaWFu0Wi8W0MZYuXWpYhf7Zz36m8DyvPPfcc4bndHV1adfccMMNyqZNm5S9e/cqW7duVb73ve8pBQUFSl1d3aDPf82aNcq//vUv5csvv1S2b9+uXHzxxYrdblfeffdd7ZoNGzYoHMcpv/vd75RPP/1U+fGPf6x4PJ6c5t8fcyccd9xxynnnnWf5uvn47NPNPRQKKStXrlS2bNmi1NXVKR988IFy6aWXKg6H4/+3d/cxTV1vHMC/tbRQqE1k4FqwlIGDxmyRYcAxcIjCwjTylqh/YCjL4mJcALNE2YsRdG5xbqj7w22wsKBkmW5Dtmh4UQxFVoJjTGA46MDRgF0dy8Z4mSCMPr8/+O3+uBbmy0+8vjyfhD9677nnnHsKT27PKeeh9vb2WftusVhILpfTvn37qKOjg/bt20dubm7U2NgolLkT487uTQ9lAK6trZ0xX5XJZKKenp5Z81nV1tYKdcTGxpLJZBJeGwyGGa/Jy8sTymzcuJF0Oh0pFAry8/OjtLQ0unjx4j3R/23btlFAQAAplUry9fWl5557jhoaGlzaPnz4MBkMBlIqlRQeHk51dXWS952IyGq1EgA6ffr0jO3eibH/t76Pjo5Samoq+fn5kVKpJJ1OR0lJSfTtt9+K6pip71988QWFhoaSQqEgo9FIZWVlLm3/v+PO7k28HSVjjEmE54AZY0wiHIAZY0wiHIAZY0wiHIAZY0wiHIAZY0wiHIAZY0wiHIAZY0wiHIAfYDabDTKZDC0tLXNS/0xZIW6F2WwWslOkpKT8a9mVK1di27Ztt93WvWR6Bo+5em/Y/YED8BzJzMy8YVCZa3q9Hg6HA0888QSA/wW8P//8U9J+Xc9qtaKkpETqbtw1J06ccElXxR5OvB3lA0wul99Wzrm7beHChbe04fpcmZiYgEKhmPN2vL29MTQ0NOftsHsfPwFLpK6uDpGRkXB3d4dOp8Orr76Kv//+Wzi/cuVKZGdnY8eOHfD29oZWq0V+fr6ojs7OTsTExMDDwwNLlixBTU2NaFpg+hSEzWZDXFwcAGDBggWQyWTIzMwEAAQGBuLQoUOiusPCwkTtdXV14dlnnxXaun53LgCw2+3YuHEjFixYgEceeQTJycmw2Wy3PDZ//fUXMjIyoFarodPpUFBQ4FJmfHwcO3bsgL+/P7y8vLB8+XKYzWZRmY8//hh6vR6enp5ITU3FgQMHRIE+Pz8fYWFh+OSTTxAUFAR3d3cQEQYHB/HSSy9h4cKF0Gg0WLVqFVpbW0V1nzx5EsuWLYOHhweCgoKwe/du0fuXn5+PgIAAuLu7w8/PD9nZ2bc8DuzBxwFYAna7HWvWrEFERARaW1vx4Ycfori4GHv37hWVO3LkCLy8vHD+/Hns378fe/bsEQKf0+lESkoKPD09cf78eRQVFeGNN96YtU29Xo+ysjIAUx/5HQ4H3n///Zvqr9PpRFpaGuRyORobG/HRRx8hNzdXVObq1auIi4uDWq3GuXPn8M0330CtViMxMRHj4+O3MjzYvn07amtrUV5ejtOnT8NsNqO5uVlU5oUXXoDFYsGxY8fQ1taG9evXIzExUdjf12KxYMuWLcjJyUFLSwsSEhLw1ltvubTV3d2Nzz//HGVlZcJ87Nq1a3HlyhVUVFSgubkZ4eHhWL16Nf744w8AQHV1NTZt2oTs7Gz8+OOPKCwsRElJiVD/l19+iYMHD6KwsBBdXV346quv8OSTT97SGLCHhMSbAT2wTCYTJScnz3ju9ddfp9DQUHI6ncKxw4cPk1qtpsnJSSKa2jUrJiZGdF1ERATl5uYSEVFlZSW5ubmRw+EQzp85c0aULPKf3cUuXLhARP/bzWtgYEBUr8FgoIMHD4qOLV26VNjJrbq6muRyOfX19QnnKysrRW0VFxe73NO1a9dIpVJRdXX1jOMwU3+Gh4dJqVTSsWPHhGO///47qVQqysnJISKi7u5ukslkZLfbRfWtXr2aXnvtNSKa2v1s7dq1ovPp6emixKN5eXmkUCiov79fOHb27FnSaDQ0NjYmujY4OJgKCwuJiGjFihX09ttvi86XlpaSTqcjIqKCggIKCQmh8fHxGe+byPW9YQ8nngOWQEdHB6KiokQpZaKjozEyMoLLly8jICAAAFwyauh0OvT39wOYeorV6/WiOd7r0/Dcyf4GBARg0aJFwrGoqChRmebmZnR3d2P+/Pmi42NjY7h06dJNt3Xp0iWMj4+L6vf29kZoaKjw+vvvvwcRISQkRHTttWvXhA3crVYrUlNTRecjIyNx6tQp0TGDwQBfX1/RfYyMjLhsBD86OircR3NzM5qamkRP1JOTkxgbG8PVq1exfv16HDp0CEFBQUhMTMSaNWuwbt06uLnxnxsT498ICdAM+bzov7uCTj9+/YKQTCaD0+mctY7bNW/ePKH9f0xMTLj07fq+TOd0OrFs2TJ8+umnLmWnB7gbmamt6zmdTsjlcjQ3N0Mul4vOqdVqoZ7Zxni66zMnO51O6HQ6l/lkAML8sdPpxO7du5GWluZSxsPDA3q9HlarFWfOnEFNTQ22bt2Kd999F3V1dXdlkY/dPzgAS2DJkiUoKysTBYmGhgbMnz8f/v7+N1WH0WhEb28vfv31VyE3WFNT079eo1QqAUw9rU3n6+sLh8MhvB4aGkJPT4+ov729vfjll1/g5+cHYCqd+nTh4eE4fvy4sHB1uxYvXgyFQoHGxkbhk8DAwAB++uknxMbGAgCeeuopTE5Oor+/HytWrJixHqPR6PJVr+++++6G7YeHh+PKlStwc3NDYGDgrGWsVisWL148az0qlQpJSUlISkrCyy+/DKPRiB9++AHh4eE37AN7ePAi3BwaHBxES0uL6Ke3txdbt25FX18fsrKy0NnZia+//hp5eXl45ZVXMG/ezb0lCQkJCA4OhslkQltbGywWi7AIN9uTscFggEwmw6lTp/Dbb79hZGQEALBq1SqUlpaivr4e7e3tMJlMoifL+Ph4hIaGIiMjA62traivr3dZ8EtPT4ePjw+Sk5NRX1+Pnp4e1NXVIScnB5cvX77pMVOr1XjxxRexfft2nD17Fu3t7cjMzBSNS0hICNLT05GRkYETJ06gp6cHTU1NeOedd1BRUQEAyMrKQkVFBQ4cOICuri4UFhaisrLyhp8a4uPjERUVhZSUFFRXV8Nms6GhoQE7d+4UAviuXbtw9OhR5Ofn4+LFi+jo6MDx48exc+dOAEBJSQmKi4vR3t6On3/+GaWlpVCpVDAYDDc9DuwhIdXk84POZDLNmr6GiMhsNlNERAQplUrSarWUm5tLExMTwvWxsbHCotM/kpOTRelsOjo6KDo6mpRKJRmNRjp58iQBoKqqKiKaeaFnz549pNVqSSaTCXUNDg7Shg0bSKPRkF6vp5KSEtEiHNFUyp+YmBhSKpUUEhJCVVVVokU4IiKHw0EZGRnk4+ND7u7uFBQURJs3b6bBwcEZx2i2RcHh4WHatGkTeXp60qOPPkr79+93GY/x8XHatWsXBQYGkkKhIK1WS6mpqdTW1iaUKSoqIn9/f1KpVJSSkkJ79+4lrVYrnM/Ly6OlS5e69GtoaIiysrLIz8+PFAoF6fV6Sk9Pp97eXqFMVVUVPfPMM6RSqUij0VBkZCQVFRUREVF5eTktX76cNBoNeXl50dNPP001NTWiNngRjhFxSqIHisViQUxMDLq7uxEcHCx1d27IbDYjLi4OAwMDd+UfMTZv3ozOzk7U19fPeVs3YrPZ8Nhjj+HChQsICwuTujtMIjwHfB8rLy+HWq3G448/ju7ubuTk5CA6Ovq+CL7TLVq0COvWrcNnn312R+t97733kJCQAC8vL1RWVuLIkSP44IMP7mgbt+P555/HuXPnpO4GuwfwE/B97OjRo3jzzTfR19cHHx8fxMfHo6CgwOUrVPeq0dFR2O12AFNzv3f636Y3bNgAs9mM4eFhBAUFISsrC1u2bLmjbdwOu92O0dFRAEBAQICwOMoePhyAGWNMIvwtCMYYkwgHYMYYkwgHYMYYkwgHYMYYkwgHYMYYkwgHYMYYkwgHYMYYkwgHYMYYkwgHYMYYk8h/ANUPrfd/dLcXAAAAAElFTkSuQmCC\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ds = mikeio.read(\"../tests/testdata/gebco_sound.dfs2\")\n", "ds.Elevation[0].plot();" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "-1.0" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ds['Elevation'][0,104,131].to_numpy()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This is the processing step." ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [], "source": [ "mikeio.generic.scale(\"../tests/testdata/gebco_sound.dfs2\", \n", " \"gebco_sound_local_datum.dfs2\",\n", " offset=-2.1\n", " )" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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Ka/yLbY4iZd1EF8EcFZPJtN5EtX2ZiNOPh0TBgCklTWCg8Cy6RQ57o16EOR5wA1XOA6jmO1DLdfTt5hQKJSODKsBLly7FaaedhurqauzduxerVq1CKBTCokWLAADXX389zjvvPJxwwgmYO3cu/vWvf+Gll17C+vXrtWssXLgQlZWVWLNmDQDVdli2bBn+9Kc/oba2Fu3t7QDU2qC9qQ+q2BXtqzqBMa0sM7ZaUfdp3SjSpJTl6wmnE/F8BTpFiAUb4oLd0B2DiO80fuhXk6IMDIWYRJMUakGYGVQB3r17N84//3x0dHRgzJgxmDVrFjZt2qRFuGeeeSYeeeQRrFmzBldddRUOPfRQPP/88zj++OO1azQ1NcFm6/nFePjhhyEIAs4++2zDvXpTcUnhFa2VD+kmDACKqVOnwiuaKPeIsVGkc2mWmYlsOcREoK0E2apLsk1gIAOGPy5eLo5KZwCA2lViCCTJUIYIqgdMWxIVmkEV4LVr12Y95pJLLsEll1ySdr8+GgaAhoaGPo6KQqFQBoYh5QEPVfS91ACA8wgQRRaJSE9IqfBQC9wko2HJrmj1d0n2RF+j4EyQSFgfKZujYauCPYzAQBRVH7g9WoQie0ytDSw54bcNjdrAlMFHLkAtCJoFkQoV4DzhOEnrKgyPAElgoSRXkzEeVf0UXn2tCDYwya/6KozBGy5Uulk6rLoqp6yS0x0fFXnsCI3RbWka1NKUlKED9YD7ByrAFAolKzJsNA+4H6ACnA1eNtgPBC0KRk+ZPe245E+JY6GAM9gSZGKrP+0IM+bJOXMULO1xIeDlEfd3o5tXD+xKOBGU3JjGf2JohEmhUAoHFeBM8D1f0DkuvQjr9/k93QCgNrz0AEG4oYis5hFLyS/9Ms+ACzP9bkMQrEQYUIWYjardkmMcDwefQFTkNT+4UZJRgxj1gg9yJIWB1Mdykn09fyRCBTgDDCfB7hGMvi8AFydaPgeAse6w9jws8ogL6kcsiqwaERN/GIAIO2yC6gvbRLW5J0HmC9/sM5MnzEZtSPAcgnDDNTYIQI2CG8RR8Nv2Aa3VdFnyQUxhCrJTC8IMTfSkUCiUQYJGwBlwuAWwnA0OPmGIdN1cbgZumbsLZe4uhEUHwiKPqMir1kSSIOdGQmQhhVmwURs4qFEveZAoGOjftveaHx1gIUdt6C7htPeoNerkaMeMgxlZsUHuYxaETLMgUqACnAEHL4HVia9ZeL1ZhLjIHkvZRq4RFXmgJIq4YIfoUW2J2B4X+IANNr5HhPUUSoStrAiACDGDcEQtTOTlBC0nOMxSH/hghloQ/QO1ICgUCmWQoBFwBpx2EXZO/Rulj36zRb7qMXHtOYmE9dsAYGdwtCG67vR4EDygZk3YAnZ4mntmjfsjGk43KSfscSHAOxEX7PByk9AUH41A0Zf4Lk1HO2iR0fcsBjn7IQcdVIBzgIiv1yDCcctj9YXNAaDYHlOLmydchuNCCScm+jqN5/kEhN0RdEY9CHscEMIe2ETAHgZYUX1I5u7JeQqxWcjNyBzAB2yQeCAeLcL7Yg3G+EcjlHDCb9uIOfndjjJCKMxCDPqF2wwV4Ay4OQF2jkkrvCSyLU7+DCWcqHQG4LN3w8dG4WOj2rFB1q3+lNzatmKdRxyyO9GVcMLLxeHlBDSiBIGxTtiiNsgcA3sE4CKqCFvRl4hYn+6mz0tmBQbCHhfaIjz2BbzYERqDxeIsnORuRFVlW+9vSKFQAFABplAoOVCYWhA0AjZDBTgDHk4Ex6m+V7rIt9rRiRpe7Rzht0XhZ2OoYXt+0YKKiAbRgwaUIii5DVGxHp+9G82xEnQl1HSv0e4IwiUOJHheXbAhMhDRk5rGRVQ7Ih9vOJP9kLIIJBkJs1Eb5ASDhGBDI0bhCczGu8XfwHHRWTjD00oXZxwk0HrA/QMV4Ax4uTg4TkmxGvQWA+kc4bU5AdhgK9ttvEZ7HXxMDEAHGlBq2FfDd8BviyIguxGQ3JpPXGSPoYtzIurnEeBciHE8ut0c7CUxcJyEaISH+1MnuEjqmM2r56yeZ/OB9fs5ACIYADYk4EQr50Nn1IO2bh+aShpwS0Xma1FGBjQC7h/oJ0KhUCiDBI2AM+BlYyh1Rg0Rr5+NopbbD79Ngo/h4LU5YStL/zXcVrYdxQDmAJiWrKcQaq1GUBHhY0hKg4Cgsg9+NopGQbUqSDQcdjsQ9quh6zeK9wFQazS8d+AwuFts4CI9EavEGSfp9Cvp9NsyYRUdcwBkgYEksIh51AuERR6fh8szX4wyYijMQgwa75mhApyBwz1tKHMLmO5UbQW/TUIlW5RiM+QK8UuLK5pSVpUVA6hsr0PY+RUaJRlbY+MBqNkRSGaw6bMmjjxqF7aPH4Pgbi/4gA2uvT3ia5UpkasVIfMwWBusCCDpNye8gHSARwwA/MBkbxuaW8ppRsRBgKwwkPuaB0yroaVABTgD3/V+iSK3bcAEhkTLU9rr4Lc1AgCahNKUHGIAKHcF4a2IAxVAe7QIrW9VwZ4sxKYXWJI7bBUJpxNikmvMJiu0sYLahlSKMBA9Nkjg0erx4XN3OV5kD8e0hkMwp/arwnwIFMpBBBVgCoWSlcL0hKMWhBkqwBkYX7EDxcUDX4LGVrYdle11mO7cbfCFASCYcKHYHkMo4VSzJRJOlLm7sLMuBmafA4pdgeKVwHAScIAHH7CBP6C7di86cUg8A1ZQwIdllPyXQXScDRGvC+3+IgS9bnwcq0Zg55E4beInBfoEKEONwlRDowJshgrwEMVWtj1pRewzpKohaRsEJbc2WRdKODH7GzvRXlmEqMjDzQkoc3ep1kTAh/Bur1ruMmIsd0nIZRWdxKv+XfGuGCTehe6AHTtbxqgTg07gk+5q+KkVQaHkBf2TRKFQsiKBKcijv1i9ejVmz54Nt9sNv99veUxTUxNOO+00eDwelJaW4qqrroIgDGBzRgtoBDyEIVZEJQuE5QCCyj4tda1RkhGQnGgQVXuiKT4alc4AQomewulFxTG1IPwYtSB8a8CHyF4PXC2sFgWnK/ID9GzT0tx4BrKDha9BAB+2IzLOiR2VY7SCQwHZjXcaDkEtF6GZESOMoW5BCIKAc845B/X19XjsscdS9kuShO9+97sYM2YMNmzYgM7OTixatAiKouChhx7qt3FlgwrwEIeUfyxOPghT2usQZmOo5RoRkFm8jTp1qXOy8hoR4kpnAHCqhYK8nIDtALrhgT3AgosAspC5yI+ZcAUHb6sI3+cheFoc2FU1Hq21PvxPxW5UJ5dkr4+Wwk89YcoAcvvttwMAnnjiCcv969atw+eff47m5mZUVKjLN++77z4sXrwYq1evHpS5HoAK8LCFpKyR/OGa4q+0uhPEL9ansBXbY2o+8Rgg7FebbkZFHoGIC4GAC7aAHY4DjFb6Mt1kncQzCFdwcDm8cDWHMfY/DkSai/HehMOAY4F639dp611Qhi8S0GcLgfQOD4VChu0OhwMOh6NP187Gxo0bccQRR2jiCwCnnHIK4vE4PvzwQ8ydO7df758O6gFTKJSsEAuirw8AqKqqgs/n0x5r1qzp9/G3t7dj3Lhxhm0lJSXgeR7t7e39fv900Ah4BKCPhqt02+X2Om2/ftu7MRkB2Y1GoRRN8dFoifl7MiYiPJh9DnBhBjYRcFiksEk8g+7RLAAvPC1xeFqA4iYe7+EwfDaxDPPG/xdT3c14p+EQTOMFWjFtBFDIYjzNzc2Gr/zpot8VK1Zo1kI6PvjgA8yYMSOn+zNMagSvKIrl9oGCCvAIxqp9kK1se0pXi1BrNRolGQ3iKKzdNxPtlaoYdwdcADhNeG1czzJlIsISz4DvkuBp6UbF2y5Eto/Cn4+YiQ/rqlDm7sJkbxtOEGh6GqWH4uLinDzXJUuWYMGCBRmPqa2tzemeZWVleP/99w3bDhw4AFEUUyLjgYQKMIVCyYpSgHrASp7nl5aWorS0NPuBOVBfX4/Vq1ejra0N5eVqEal169bB4XDg6KOPLsg9egMVYAqKK5owFcBUAKdNBN5pOARPd9ZjE1+LgOADIzBgEgxsAgP5QE/6mswzkHgWQpENLocNzg4BfBcL5347Oj+twq6JCj6qHY/NY2rxcexkLDnszcF+q5ReMtTrATc1NWH//v1oamqCJEnYunUrAOCQQw6B1+vFvHnzMHnyZFx88cW45557sH//fixduhSXXXbZoGVAAFSAKRbMqf0Kc2rV5xe+fxk+ah2P7oALsmADwIIV1I4ZNgGAB+AiDCTeDr7IBr5L1h42wY5IuBgfj1czMZYM1huijHhuu+02PPnkk9rro446CgDw1ltv4aSTTgLLsnjllVfwk5/8BMcddxxcLhcuuOAC3HvvvYM1ZAAAoyiKMqgjGIKEQiH4fD4Eg8GC/3W0mhgbymxrHo+/h6bjzb11qi+812OIiIknTNokkeppqghL6C6148BhNkiHRvDDKZtwgue/1A8uEP35e2q+x3Xvfg8Or8VqnTyIh0Xcd9zL/Tre4QaNgCkUSlZoQfb+gQrwAEKiX/J8OETBU6t2o6a1Gid4/osGsRTP7ZmBxmAJggfcSEQ4yLz6n8omMFoHDpugesPODgGuDgD/taMr4sHjmIXPa8rRIM7Cxd/YNLhvjEIZAlABHkCI4OqFeDhQXNGEOVDbKp3kLsf6aA3+tX8qPusoQ/CAWiYzIbKQwiyYBAMurIpxpNIBV0cCro4EADviJR7s9I/GNmcVtjWPx9Sq3nUWoQw8tCNG/0AFmEKhZEWGrc8F1WlB9lSoAA8Cw8F6SEdVZRsubK9DLfcW/u09DC9zR6BbVCdn4n47RJFFPMJD2suBi9jAxlnwXRLYuAKZV9AtcgglnHg7UoeaZJNSCuVghQowJW9sZdsxrbUawH/hq46iKT4aoYQTO0Jj1APGAJ1jPQj4fZA4FiVf9STaxAU7Pu6sRFu3D0HJjdMlakUMBySFgdRHC6Gv549EqABTegXxhae1VqNR2o4GcRRewTS0dfvUA9xAfKwd3YFiFDcxcHYIcBxwodvvgiiy2BfwateikfDQh3rA/QMVYAqFkhWlAAXZFdoTLgX6iVD6RHFFE6ZW7caJzgCO8LSg3BXE3qgXnVEPHHwCibEi9k9mIRZzcO0B7Hs5JCI8JIFFWOQRTLjQKMmD/TYolEGBRsCUglBc0YQzlHJMczah2H4UPtxfhcZ9o+Dyd6N7AhA6wGHsf8JgBQ9CAof4WBtaAz5ERR4+ezemDvYboGSkED3d+rMn3HCFCjCFQsmKrPTdw5Vp0YMUqABTCkZVZRuqoE7MPWTvxmNbT0a3PwGGk9A9lgMTS8DbKkL08pB4Ft28OiH3Mo6Aj6XV0igHH9QDphSc4oomnF68FTaBAQT1Vyw+XkR4UhFscQnFjQkU7wSYMItEhMe+gBdByY3mlvJBHjklHYVsSUTpgUbAlIIit9dhTWcdHt18FTBWhMvfDQefAACEqkfB2QE498XAxnmIHh4Jrw3xEjs2V9TiSFeToaUSZeggF6Age1/PH4nQP0kUCoUySNAImFJQ3o3JeHNvHSDY4Bobgd/Tre3bN66nQA8AOA8oEEW1rjBlaENXwvUPVIApBSPUWo0GsQJeToB/fBAuToSbUzt6RkUeUmUMBwQnhN08XJ0S+C4ZrMDAJtjwSUMl1nIz8Un392jR9iFIITxc6gGnQj8RCoVCGSRoBEwpGEFFRFBS6wPHBTtcnJhyjOCXYRNt4MMMXB0JSMksCX6XE+9hItori9BcXKL1pKMMDWQUoBYEnYRLgQowpaAEJTf2Rr0QRRYA4E1aEADA8hKkEgEx8LAJaqlK0j/OtdcGwc+js8SDo0c1D9bwKWkYjLb0BwNUgCkFY2t8DD4PlxsqnenhOAkAkOAVJDxA92gWfFjtoFzcmIDosSNY4kaozDmQw6bkAK2G1j9QD5hCoVAGiUEV4BUrVoBhGMOjrKzMcMwXX3yB008/HT6fD0VFRZg1axaamjLXjn3++ecxefJkOBwOTJ48GX/729/6821QoC7AWLtvJt5vrEHigBOJCK/t83Jxw7GMR4ToVSB6AMFrg1BkAxuXtRb3O0JjEGqtHsjhU7JAV8L1D4P+iUyZMgVtbW3aY9u2bdq+r7/+GscffzwOO+wwrF+/Hh9//DGWLVsGpzP9V9SNGzfivPPOw8UXX4yPP/4YF198Mc4991y8//77A/F2Djrk9jpsax6Pp7tG4f3GGkh7XLBFrX+tHHwCXk8cLC9B9qu5wDIPxEbZIBSx8LRJcG53ojXgw6p9M/HSziMH8q1QMkAsiL4+KEYG3QO22+0pUS/hlltuwXe+8x3cfffd2raJEydmvN4vfvELfPvb38bNN98MALj55pvx9ttv4xe/+AWeeeaZwg2cQqFQ+sigR8A7duxARUUFJkyYgAULFmDnzp0AAFmW8corr6Curg6nnHIKxo4di5kzZ+KFF17IeL2NGzdi3rx5hm2nnHIK3nvvvbTnxONxhEIhw4OSmVBrNZpbyvF01yj8YX89ntszA9IeF/iATSvC0y1yCIuqFeHlBIx2qx4DmYzTIxTZwAoKXHuA7oALLTE/XjkwDb/678m0SM8QgNSC6OuDYmRQBXjmzJl46qmn8Oqrr+LRRx9Fe3s7Zs+ejc7OTuzduxfhcBh33XUX5s+fj3Xr1uHMM8/EWWedhbfffjvtNdvb2zFu3DjDtnHjxqG9vT3tOWvWrIHP59MeVVW0JEwmmlvK8bHAY320Bu+GvoEvu8ahMVgCNo31APT4wC5OhINXS1TKPTYxJJ5BuNyubkvmBu8IjcHf2qbjpt3fo3bEIEMtiP5hUC2IU089VXs+depU1NfXY9KkSXjyySexYMECAMAZZ5yBa665BgAwffp0vPfee3jkkUdw4oknpr0uwxj/oRVFSdmm5+abb8a1116rvQ6FQlSE0xBqrUZAZtEglqJJKEVXwomwyCMuZP9V0ucExz0CZN4JSQBYEQYxduxlsTM4Wnu9MzgavxNPAHAkTpv4SSHfDoUyqAy6B6zH4/Fg6tSp2LFjB0pLS2G32zF58mTDMYcffjg2bNiQ9hplZWUp0e7evXtTomI9DocDDoejb4OnUEYwNA+4fxh0D1hPPB7HF198gfLycvA8j2OOOQZffvml4Zjt27ejpqYm7TXq6+vx2muvGbatW7cOs2fP7pcxH0zI7XVolGRsjY1Hk1CK5lgJwqID0aTPK7llSDwg8wrAy4gLdkRFHu3RIoRF9Q+clxPg5gQ4+ARkLvUeNgHw7Aba9/rQLXLaIyzyWLtvJlZ/9j3I7XUD+bYpoBZEfzGoEfDSpUtx2mmnobq6Gnv37sWqVasQCoWwaNEiAMD111+P8847DyeccALmzp2Lf/3rX3jppZewfv167RoLFy5EZWUl1qxZAwC4+uqrccIJJ+DnP/85zjjjDLz44ot4/fXXM0bNlNwh4htMuLRtbk5AN8+hm1cgJxQodkXzcbtFVWW9nAAvF0dYdMDLCYhyPMK85S3ACgpwgEcQgNOjijURcgB41/NfzOnXd0mhDAyDKsC7d+/G+eefj46ODowZMwazZs3Cpk2btAj3zDPPxCOPPII1a9bgqquuwqGHHornn38exx9/vHaNpqYm2Gw9gfzs2bOxdu1a3HrrrVi2bBkmTZqEZ599FjNnzhzw90ehjBSoBdE/DKoAr127Nusxl1xyCS655JK0+/XRMOHss8/G2Wef3ZehUUzI7XVokbrQJNQhmHAhlHBqE3BR3SScYlegJC0IUpAHAPZGvQhzvGEiDlAn31hRtR5kPhn9AuADNsR5DiJvTFkjVgZlYFHQ92pm/dkUefXq1XjllVewdetW8DyPQCCQcozVRPyvf/1rXHHFFf04sswMqUk4ytCEiO/W+BhNfNOh8D3/zSSBTXtcIOICK6jCSyDPJV79j8IIjHYNB59At8hhb9QLPxvrw7uh9IahHgELgoBzzjkH9fX1eOyxx9Ie9/jjj2P+/Pnaa5/P129jygUqwJSMyO11CMsxbI2PQaNQqm3vMomwg08g5kmt/wtAi4Tjgh3dPNezjVejXi4C8GFZE14AsIkAk2AgRzhIAOKc+qvq4kQEJCfk9jrYyrYX8q1ShjG33347AOCJJ57IeJzf70+78nYwGFJZEBQKZWhSyCwI86rTeDye5e6FY8mSJSgtLcUxxxyDRx55BLIsD9i9raARMCUrjZKMgOTWul0QzH4sy0sptoMksGB5SYuCyU9JYGFlUEg8oy3KsAkMFDsDhWchiqy2hDkguxGWAyguwHuj5EYhLQjzIqfly5djxYoVfbp2Ltxxxx345je/CZfLhTfeeAPXXXcdOjo6cOutt/b7vdNBBZiSkbAcQ4M4KkV8rZAEForIguEkSzHWH2dG8PZ8GZMs8oPJOd0ih4DkRqO0H1NzfA+UoUVzczOKi3v+fKZbBLVixQrNWkjHBx98gBkzZuR0X73QTp8+HQCwcuVKKsAUCmVoU8gIuLi42CDA6ViyZIlWkiAdtbW1vR7PrFmzEAqFsGfPnowrZfsTKsCUjAQVEQFd9JsuAyIu2KEk7QWnR4Ao9kTD5oiXHMcmsx7ktAsyAJlnoAg2QFdBrUkohZ+N0gh4AFEUBkofBTjf80tLS1FaWpr9wF6yZcsWOJ1O+P3+frtHNqgAU9Iit9ehQfRkPCYq8ugWOdXbTa5+0+f/EhEmzzWE/Od/JYFFGA58HlbLU05vKUdVZVve16GMPJqamrB//340NTVBkiRs3boVAHDIIYfA6/XipZdeQnt7O+rr6+FyufDWW2/hlltuweWXXz6odWCoAFMsIelnAdmf4v+aU9AAtcZvgpeNr5PPDcJrgcSpizEIrAjtXDIRh+TfAUnoqZT2Ins4fkLT0QaEQtTz7c96wLfddhuefPJJ7fVRRx0FAHjrrbdw0kkngeM4PPzww7j22mshyzImTpyIlStX4sorr+y3MeUCFWAKhZKVob4Q44knnsiYAzx//nzDAoyhAhVgSgok+iXpZ1aERYfW7QJILsRIZj9wnJp2xnBSavSbtB4YwfifUb8izsoTJtdhOAnte30IRFzYGRyNoOTGLUMnr55CyQu6EINiiTr5Zj3hRsSX+L8AUgqyk5xdhpM0DxiCDYzAwBa1ad0zZL5HcFlBASsosAmAPQzYIz0TdeRagCrGsQiPfQEv/rj9GFqecgAgk3B9fVCM0AiYQqFkZahbEMMVKsCUFNTJNxYBOdV+0E/AuTlBi4BJ2pm53aZmQQg22KJqw05WUGs9AKr1YBN6ol82Tor5sBAB2Hi1JoS+khaJhEl629Ndo3AxtSH6lcFIQzsYoAJMMSC31yXtB+v0syK7sRJZlFNtCI6TICU9YIKSTE1jBAZMgoGnWf0PqC8/SSDiy3dJsMUlsAKH7tEsYmAgehgoSdFlTeUpOU7Cu6FvADtm4QxPK4ormgrxMVAoA0JOAvzLX/4y7wv/8Ic/RFFRUd7nUQafgJw5bcyMizNWQRNNUS8XZsAfADx7ZMRG2SBxauqZ84Aa17KCAldHQhXeuAR2TxC8kwcX8oIVHGBFG4JuHopXgoRUEW7r9mGbvQp+NooTW6upCPcDSgEsCBoBp5KTAP/0pz/F+PHjwbK5/cdsbm7G9773PSrAFMoIQQGg9LGien8WZB+u5GxB/Oc//8HYsWNzOpYK7/CEpJ9lQ29DhDk1G4JEwSQbQhJY2KI2OA4wcBwAuLCC2CgbwuPV5p0KryDRwsLbrEa//N4obHERiAlQAkEo3THwQT/swVHgq7wQPXbES2yQ3CykEsEQBe+NerXnAakZFxfqA6FQ+pmcBHj58uXwer3ZD0zys5/9DKNGjer1oCiDS7r0M4LVSrhukUNcsEMUWSQiPCDYwCZzfSUOsPEMuseq4suO60bNmP1oLBmFMDzo+B87nONtwJYxGLM1AVezB0xjK5TuGJjGVniCPnSProBNYCDzNkTBI+FV09s4TtI6ZQBqrYrpzeMxhXPTFXIFRAYDZgivhBuu5CzA+XDzzTf3ajAUCmVocrBmQVx77bV5n3PrrbfmHIDmnQXR3d0NRVHgdqspSo2Njfjb3/6GyZMnY968eflejjIE8bOxrFGwvhi7PvrVI/MKZEEtsB7nAdGrACUCplS04w8T/47iuU3AuboTzlR/vLTzSCx74IfwtEko/nw/lPZ9KN41CqzgQGyUDXzABjHBQHbbEAPg93TDzQkIizy6OCcCkhNhNkYLtlP6zC9+8QvU19eD59OU7DOxYcMGLFmypP8E+IwzzsBZZ52FK664AoFAADNnzgTHcejo6MD999+PH//4x/lekjJEsJVth7e9DjWIAVB9XqulyPqVcIGIyyC8+tKTil2B6CVdLhTYKqPgOAmNwRLc0HYiHqmwHsdpEz/BaQ+pzyc8dB9qX/bBuWMfgFEAHJA4G+wRBvESFgmofwDcnJDScZlSOGSFAXOQLsT429/+1m/zX3kvRf7oo48wZ84cAMBzzz2HcePGobGxEU899VSv0tUoQwtb2XZ4bU7UsDZD92FzRTRDGUoreHWiTXbLkNwyZLes1YgIHnDj1S8m5zSeXf/vOjz1+19A9nnAN+1H8c4onAcUcBG1mactakPwgButAR/2Rr0Iiw4EZDeCigi5vY4uUy4QilKYx3Dj8ccfz6tz8m9+85u8irvnLcDRaFRT+XXr1uGss86CzWbDrFmz0NjYmO/lKBQKZciyaNEiOBwOSJKEt99+GwcOHMh4/AUXXACPJ3MNbT15C/AhhxyCF154Ac3NzXj11Vc133fv3r05tRmhDA+8Nif8NvPC4uQ+Lg43J8DFifB64uCS2QiAukjC7hHU5cK8DMYjAiUCGI+IWIQ3WBS/+u/JOY2lqrIN+471QxrnAxNLgBUUcGEFjgOA4wBjKM7TGCxBo1CqLSahmRCF4WAvxsOyLE455RQEAoGCXjdvAb7tttuwdOlS1NbW4thjj0V9fT0ANRomRZApIwMfw8HPRtXnyZ8ELyfAnfRcHXwCDj6hCTHHSXAmRZjl0z+ebjoWN3x8DppbyrOOJTQRCE10QxirWiGsoMC5X1arpnnUcUgCi3DEgab4aDSIo3LKaabkxsEuwAAwdepU7Ny5s6DXzHsS7uyzz8bxxx+PtrY2TJs2Tdv+zW9+E2eeeWZBB0ehUIYGB/MkHGH16tVYunQp7rjjDhx99NEpVkNvHIBeFeMpKytDOBzGa6+9hhNOOAEulwvHHHMMGGZ4f8AUFfK13dteB78tigAbTduW3lwHQo9+go5MwOlfd4sc1u0+DC/tPAIX1X0Pt0x52fI6qz/7HoBvIjLOBsAOiU8W9RHUWR1J6GkAynESWmJ+NDpK0cjR1vWUwkE6apx++ukGrVMUBQzDQJKsLbtM5C3AnZ2dOPfcc/HWW2+BYRjs2LEDEydOxI9+9CP4/X7cd999eQ+CMjSxlW2Hv3k8/HKPABcnlyHr84AJ4YhD84IdfAJeT1xbmiyKrLaPEBfscPBq97e/NByFhf7UJpvbmsfjd1uuBJFuwdtTyF0SrP/gt0eL8Km9EjV8B2pocZ6CUIgshuGYBaHnrbfeKvg18xbga665BhzHoampCYcffri2/bzzzsM111xDBXiE4bdJWhQMAMGEC4A6EQeo6WiAmosrCSwkgYUz6cm6OBEuTkQg4kp7fbKAIxbhsWTXD/ArqCL8TsMhuHf3fHy84yrYAqm/pt3JtEz+AMC2ONX6El5j1B2Q3Agq++iCjAKgCnBfV8IVaDCDxIknnljwa+Y9Cbdu3Tr8/Oc/x/jx4w3bv/GNb9A0NAqFMqJ55513cNFFF2H27NloaWkBAPzhD3/Ahg0benW9vAU4Eoloy5D1dHR0wOFI/VpKGd6omRAxLRsCUG2IIntMS0cjOD0CnB4BDj6BuGBHt8hpHTP01gT5SZ5zyWyJTxoqMffdKzH9lWVYuOFSfPxZLSDYILvVdvesCPBhGfESQJgQgzAhBpkHvLvVrhkMJ2GMP4xvFO9DlfOAYcyUvkGzIIDnn38ep5xyClwuFz766CPE4+q3wK6uLtx55529umbeAnzCCSfgqaee0l4zDANZlnHPPfdg7ty5vRoEZehC8oH9tih8bBQ+e7e2TxVhQcsJ1osqoNoL5madQI8I68/xeuLwlUTh9ai/1CwvwV4S0x6AWtLS0xJH9zj1uyy/y4miZhmSqvFgecnwB6FRKMXW+JjCfiAHKUqBHsOZVatW4ZFHHsGjjz4KjuO07bNnz8ZHH33Uq2vm7QHfc889OOmkk/Cf//wHgiDghhtuwGeffYb9+/fj3Xff7dUgKBQKZajz5Zdf4oQTTkjZXlxc3OsFGnkL8OTJk/HJJ5/g4YcfBsuyiEQiOOuss3DllVeivDx7Qj1leGEr247K9jr4mBj87G4EJTeCCReK7TGEEk5tMs7LCVpNXmI75AJJYyORK5nUQzLFkkTQsgB4W0XwO9ow+pMJiJU4UdwkgRUUdBxpg60yijH+MADg485K7ODGwMsJOLRoD6a3lKOSLaKr4vrAwVqOUk95eTm++uor1NbWGrZv2LABEydO7NU1e50HvHLlyl7dkDL80FdJq+E7NBEmEBGGGwiLPWX7rOwHfeqZnqhoXe6P+MmCX0awlgcXGqsKcZea7dA9mkVirIhyfxhuTkBn1Jgc3xLz48WuwzHN2YTj2uuoCPeWQngIw9yD+N///V9cffXV+P3vfw+GYdDa2oqNGzdi6dKluO2223p1zV4J8DvvvIPf/OY32LlzJ/7yl7+gsrISf/jDHzBhwgQcf/zxvRoIZWhjK9uOYgC1zeMRkNxoQqm2T98hw1wSUi/CJBeYiHC3yKVdyEG2k2ha8UoIHMZA9Hgx/tmd4MeOQnByMcJVDMor92OsW41+o5wq5G5OQJm7C0X2GD6NVCaXJzfT9vW9pRCTaMM8Ar7hhhsQDAYxd+5cxGIxnHDCCXA4HFi6dCmWLFnSq2vmPQnXHzOBFAqFMhxYvXo1Ojo6sHnzZmzatAn79u3DHXfc0evr5S3A/TETSBk++G1SSnoXadKp94PNhXoIZKGElT2RCYaTILtldI8DEm3tsO3dD4ln0D1BxERfJ8pdQXi5OCb6OjHWHdYi8a6EE10Jp5a98U7DIbRGcC84WOsB67nkkkvQ1dUFt9uNGTNm4Nhjj4XX60UkEsEll1zSq2vmLcD9MRNIGT74GA613P6U6mhmESZYWQz61WrmCTuSO2zezvISGI+IhF+C/bBvQOlW72f3CCiyx1Bsj6HSGUClM4BDi/bg0KI9mOxt0x6nF2/FhUX70SCW4pVo5nZLlFRoHjDw5JNPoru7O2V7d3e3ITU3H/L2gPtjJpBCoVCGKqFQCIqiQFEUdHV1wens+QMuSRL+8Y9/5NyyyEzeAtwfM4GU4YPX5kQNYpjmVAvcfJqoTHssWYhBbAgHn0A44jAUZbfKiLCyJ8b4wwhEXIjvcwAxAYzLCVZQkIjwKLbH4LN3a1E5+UmskumOfVoaWm3sEPw7chhqm8djatVuy3ETi4JkTMg0e0KdQDtIJ+H8fj8YhgHDMKirS7WvGIbB7bff3qtr5y3A/TETSBk+kJQ0P6uujCP5wIBqQ3TpcoP14uriRG3F3L6A1yDCZL8ZvXi7OQEBuGATGEjj1B5dEs/AvpcziC/Bz0bht0XhZ2PwMZwmoAFZTaF7O1IHNI/HFM66zKb5PR/sDOVqaA0NDbjjjjvw5ptvor29HRUVFbjoootwyy23GLoZNzU14corr8Sbb74Jl8uFCy64APfee2/WjsdvvfUWFEXBySefjOeff97Q8ZjnedTU1KCiIk2H2SzkJcCSJGHDhg247rrrcMstt+Dzzz+HLMuYPHkyvF5vrwZAGZ7UsDYEuA5sQ1VaER7tjhjye73JzsVuTkBrwIfuvR4keBmiR4DLb52ORqLhVkE93nMAiI1xgguJyXrADJpjJYDO1tWLcUByoobtSY2r5fYDRV9q+8K6xqNem9Eb1ke+NAoeuvz3v/+FLMv4zW9+g0MOOQSffvopLrvsMkQiEdx7770AVO367ne/izFjxmDDhg3o7OzEokWLoCgKHnrooYzXJ1XQdu3aherq6oLWPc9LgElfpC+++AKjRo3CjBkzCjYQCoUyhBnCCzHmz5+vFUsHgIkTJ+LLL7/Er3/9a02A161bh88//xzNzc1atHrfffdh8eLFWL16dU7dLGpqagq+BiLvLIj+6ItEGV6Q1vW1XERL7yKF2gF9RoSAse4wxrrVVWpeLg4vF0eZuwsV/iAYgYEtYEfigBOBiCvtEmZRZBHb7YVjb8/qt1gpD4lnwArq0uPNB2rRHCtBMOFCUHIjILkRkFV7IaiICLVWI9RaDb9NQi23H7XcfvjZGIKKqD3Cckx7EPSt7Q/m9LVCZkGEQiHDg6wlKCTBYNBgFWzcuBFHHHGEwSo45ZRTEI/H8eGHH+Z0zSFRDY30RXr55ZfR1taW8mFSDh58DGeokGYWYSK4RHT1eDkBvokByP4EGIFBLMIbqqfpJ+4SER5s1AaJBxIeQPQyEIpsqgccgdYNeUdoDL7sGoem+Gg0CaVoFErRIKoV0T4WeDRKstYtmaB/TYQYQIoQUwpHVVUVfD6f9lizZk1Br//111/joYcewhVXXKFta29vx7hx4wzHlZSUgOd5tLe353TdIVENrT/6IlEolGFAgSyE5uZmw1f+dHXEV6xYkTW74IMPPjBYoa2trZg/fz7OOecc/OhHPzIca+XdEt3KhSFRDa0/+iJRhickWgQAn73bUCUN6LEiAGO9CEBdsFHjOwAACAg+2PY50B3hwHhEsLwEB5/oaWck2CDzCmzJHnCiBwDU5zYBSBxwIiiwhkI/Xi6uLdCodnSiEerkHElN89v0WRM94/TbJO19+RhOi4LNE3QHG4WshlZcXJyT57pkyRIsWLAg4zH69Qitra2YO3cu6uvr8dvf/tZwXFlZGd5//33DtgMHDkAUxZTIOB1Dohpaf/RFogxPfIy1Z6u3IszZEXpIpkS4xAEEPABskHkWEoCg4EYQgBLhwOiab0o8YBMBEar4yjxgD7BIQJVRUWTRiBItrW2sO6yNQZ8vrBdk4hX7bVEEJMBPMiNsuswMWRXhgzYbYhAm4UpLS1FaWpr9QAAtLS2YO3cujj76aDz++OOw2Yzuan19PVavXo22tjatbO66devgcDhw9NFH53SPIVEN7ZNPPrHczjAMnE4nqquraWuigwxfsm09iYL16CNiK8rcXcAY4OsDTtiiNjBhFgpv00TXKuaSTbrPRQCAhSQwSPAKggKLYHJfwONC2M+jzN2FroQTIbsTzSjRxqbPISaNR/2yMUr2szEEIKMGsYNbhIcora2tOOmkk1BdXY17770X+/bt0/aVlanl7+bNm4fJkyfj4osvxj333IP9+/dj6dKluOyyy3KKxoH+WQORtwBPnz49o2fCcRzOO+88/OY3vzEs2aNQKMMZBtZ/DvO9RuFZt24dvvrqK3z11VcpzYKV5OoPlmXxyiuv4Cc/+QmOO+44w0KMfFi9enVB10AwipLf+pQXX3wRN954I66//noce+yxUBQFH3zwAe677z4sX74ciUQCN910E84777y839xQIRQKwefzIRgM5vzX8WBDbq9DWI7hxUgFglIy3UsyrirTR8MkCjbbEISPWseje6+nJ/JNMFDsPb+aTILRPGAAYAXVIbDpyg/LvBodS7qFTQm/BNfYCPyebrg5AVGR19LdXJxaSY14xQBSljTrPeNaLgIfw8Frcw6JCHggfk/JPap+vQI2V98CKrk7huYfr6D/r3TkHQGvXr0aDz74IE455RRt25FHHonx48dj2bJl2Lx5MzweD6677rphK8CU3PDanJpAmcUXgMGSKLbH0BLzG/aHRdWq8nJx+D3dwFigO+ACE2bNl0qBiKzMAfaI+twmAPYwsSSAeAkAsOjmXYhFeLC8mqEjCSwUkUUw2al5rDuMLk4VF2JRqPaEG0GzPcHGUIMY0FqN4oqm7B8SZcQQi8Xw0EMP4a233sLevXshy7Jhf29S0fIW4G3btqGmpiZle01NDbZt2wZAtSna2tryHgyFQhmiDOGVcAPFJZdcgtdeew1nn302jj322IIsSc5bgA877DDcdddd+O1vf6sVsRBFEXfddRcOO+wwAOqMZK6pHZThia1sO+T2OtRy+9Gg226OhPVRsFUmBGGirxPtXBFaAXTDBVhEwTKvmF6TZ4whYUFM7iP7ycReIsIBvDFq6RY57I16sRdeuDkBYc4BLxfXJuyCdpf6HpLvS52g2w+/TYL3YJqMO4iroRFeeeUV/OMf/8Bxxx1XsGvmLcD/93//h9NPPx3jx4/HkUceCYZh8Mknn0CSJLz88ssAgJ07d+InP/lJwQZJGZrYyrajprUagCrCQcmt+adWlkQ2vJwAB59AjJOg8D1pRIzQ4wczCeN/YsWuQPRC84dZDlpHZUD1imVe3afoBJxJ2g/hiANxrqdHXZTjEeZ4Q2+7UMKJYnsMQVZ9Tw1Qi/pUZndKKCOIyspKFBUVFfSaeS9Fnj17NhoaGrBy5UoceeSROOKII7By5Urs2rULs2bNAgBcfPHFuP7667Nea8WKFVqdTfIgaSMAsHjx4pT95B6Z+MUvfoFDDz0ULpcLVVVVuOaaaxCL0WWl/YHX5kQNm/prpK9IRpYq54KLUxdigJe1aFUvnPqJOf02yS1DcssQvYrhIfGqOLPRZGqboI5VSXblkAQWosiqQizY0S1y6Ix6sDfqRXu0CG3dPjUaTjjVbtCkzoTkPKiWKtOWRGrxnhtvvBGNjY0Fu2avuiJ7vV7DOuu+MGXKFLz++uvaa5Y1hhXz58/H448/rr3OVrvz6aefxk033YTf//73mD17NrZv347FixcDAB544IGCjJlCOeigHjBmzJiBWCyGiRMnwu12G+pBAMD+/fvzvmavBPgPf/iDVpJt48aNqKmpwQMPPICJEyfijDPOyG8Adrsh6jXjcDgy7jezceNGHHfccbjgggsAqEsVzz//fGzevDntOfF43FCRiRYVyh+/LYpAckFGJsw+cDhZL9jcS47hJDVK5WUtaiVYRcH6ffqIWXarFgaTYDT7QtH9DVdEdeWdHmJHmAkmXCmF3+mijIOH888/Hy0tLbjzzjsxbty4wZmE+/Wvf43bbrsNP/3pT7Fq1Sqt+E5JSQl+8Ytf5C3AO3bsQEVFBRwOB2bOnIk777zTsK56/fr1GDt2LPx+P0488USsXr06Y/+l448/Hn/84x+xefNmHHvssdi5cyf+8Y9/YNGiRWnPWbNmTa9bihzskA4ZtVwXGsRSbVWcGZ+9O2VFnFl0AXVSjOMkSALbI8JQbQj9kmQ9imlyjlgXxOeFB5CT17EF7ECYhcIrUPTH6EjbsdnZ43Ory5cF6+NGInQSDu+99x42btyIadOmFeyaeXvADz30EB599FHccsstsNt7flFnzJihpaHlysyZM/HUU0/h1VdfxaOPPor29nbMnj0bnZ2dAIBTTz0VTz/9NN58803cd999+OCDD3DyySdnrB+6YMEC3HHHHTj++OPBcRwmTZqEuXPn4qabbkp7zs0334xgMKg9mpub83ofFMpIh1EK8xjOHHbYYZZdkftC3hHwrl27cNRRR6VsdzgciEQieV3r1FNP1Z5PnToV9fX1mDRpEp588klce+21OO+887T9RxxxBGbMmIGamhq88sorOOussyyvuX79eqxevRoPP/wwZs6cia+++gpXX301ysvLsWzZMstzHA4HrV/RR3wMpxa20UW/5miY1IWwSkcLiw7NjgDUNvRa3zhtMk59mXGhhjn6TWL3qNFqQlAn4xiBMVgRALT7cclz9ZGwPivioIR6wLjrrrtw3XXXYfXq1Zg6dWqKB9yb1X15C/CECROwdevWlMUY//znPzF58uS8B6DH4/Fg6tSp2LFjh+X+8vJy1NTUpN0PAMuWLcPFF1+s1QKdOnUqIpEILr/8ctxyyy0pVZIofYfYEAS98KazJPS944j4RkVeq2ImJi0DYkMwnARnUkRj4Z619yn2A9mePAeAtgIOAOwlsR5hF1koutxgcrwospoIE8Iij1DCmVdGB2VkQWqhf/Ob3zRs70st9LwF+Prrr8eVV16JWCwGRVGwefNmPPPMM1izZg1+97vf5T0APfF4HF988QXmzJljub+zsxPNzc1aOTkrotFoisiyLAtFUZBn2QtKHqgpWdlrBZiro+nFVw/xgQmKqKaLSQKbVnRzgeMkTVxjER6KYOtJTQMgQRVsvQh3ixzcnICuhFNdVMKrk44HVY1g6gH3Sy30vAX4hz/8IRKJBG644QZEo1FccMEFqKysxIMPPpi1eLKZpUuX4rTTTkN1dTX27t2LVatWIRQKYdGiRQiHw1ixYgV+8IMfoLy8HA0NDfjZz36G0tJSnHnmmdo1Fi5ciMrKSq2tyWmnnYb7778fRx11lGZBLFu2DKeffnpKihuFQskRakH0Sy30XqWhXXbZZbjsssvQ0dEBWZYzZiVkYvfu3Tj//PPR0dGBMWPGYNasWdi0aRNqamrQ3d2Nbdu24amnnkIgEEB5eTnmzp2LZ5991rAapampyRDx3nrrrWAYBrfeeitaWlowZswYnHbaaVi9enWvxkjJTr7NKq1qBLuTHiuxIeKC3egDAymeMABDpoR+Wy44PQJiUIu+A1AjYYtziS1SlKwfDJCi7W6agjbC+eSTT3DEEUfkbF1+9tlnOPTQQw0JCpnIuxzlwQAtR5kfpDTlxwKPBrGng4G5TCWpCUHEt63bZ5h409MZ9SAu2BGLZF54o/d3SZUzswDrjwGQ4u9q1kbSD2Y4CSzfY1WQ9khzxn2NakcnpjmbUMtFUMkWDaoAD2g5yvvuKEw5yuuWDav/VyzLor29HWPGjMnp+OLiYmzdujXnFkU5yfRRRx2Vc9Jxb7uDUiiUIcxBakEoioJly5bB7c6ttokg5Jctk5MAf//739eex2IxPPzww5g8eTLq6+sBAJs2bcJnn31GC/AcpJAsCD8bhV82pqKZ0Rdm10++uU1pXuZsCL0VQSCRrdej5oWH4UBCTD2Oy5DdoN+fEFm1cppXnYwzH+uzd6OG74CfjcHHcNR+OAg44YQT8OWXX+Z8fH19PVwuV/YDk+QkwMuXL9ee/+hHP8JVV12FO+64I+UYuoCBkgskB9ic+WBFJsHU4+JEwAPEOSmjaOvRCzLHSZA4CQCrecFmwa7mO1DL7ccU7iD0fg/SLIj169f36/XznoT7y1/+gv/85z8p2y+66CLMmDEDv//97wsyMMrwwla2Hf6W1PRAs/8LZK4LnMuCB9J6nuDiRC2CdnEi9gXUPGESIYsWUTFBL7IsL0ECYIvaIIMDTN7xdOduTK3anXV8I5FCrGQb7ivh+oO8VyW4XC5s2LAhZfuGDRtoE04KhULJg7wj4J/+9Kf48Y9/jA8//FCrzbtp0yb8/ve/x2233VbwAVKGDwE581d+vf/bHi1Ct8hpXi9gHf3q9+u3WVUrI0039XCcZOgHZ94nJhd4kChY4RW1cprAQBLU7aPdEXyjeB+mcPkXmR8xHKSTcP1N3gJ80003YeLEiXjwwQfxpz/9CQBw+OGH44knnsC5555b8AFShgeh1moEJKc2AUeKlwOq/WCcfHNoQmkWYT16QTUfQ0TYvN3NCZqwAqrFoE8pA1QLg9R50G/nOAnE3GCjNiS8PX9QqpwHDj7fl9Lv9GohxrnnnkvFlkI5iGBQAA+4ICMZWfRKgCkUPXJ7HYKKiIDsT9mnn3wj0W+6xRfpMKeombd7OcFwTb+nG4GIS1tgoa/tQCbw9FEwWWgRiJjShwQbYhEenbwH1XxHXmOmjEy2b9+O9evXW7al740Fm5MAjxo1Ctu3b0dpaWn2gwFUV1fjnXfesWxfTxlZkFVwVv6v2XrIBVIdjeDmhJwyI/Qi7OYErTFnIOIyrKYzZ1DoEZMdOGQAip1J9pDjEeYlvBv6BqY3j4ffJg36CrhB4SBNQ9Pz6KOP4sc//jFKS0tRVlZmWJzGMEz/CXAgEMA///lP+Hy+nC7a2dnZq9JslOFJUBERkDwp/m8o4dSEVy+qVng5IUV89dvN6I8j5xGhDot8T9TsAQJQK59JAgt4jH5yXLAb/GCJk9T5Jp60s1e/d3/cWYm7Eqei0hnA/yvdgCrTeEg9DNKos7iiKeP7HXbQSTisWrUKq1evxo033liwa+ZsQWRq6UOhUCgjnQMHDuCcc84p6DVzEmCz10GhEIj9oPZI6yGYcGmer+H45PJjqzQycmwmj7jIbt0KnkTJ+khY3a4+7056vuZ+byRbwsEn4OATqm+c3Kck675LAot9AS8CERc+48vQEvNjQfxITHfs06yXgORELReBj1HfV7ZmncOumSeNgHHOOedg3bp1BesID9BJOEqB8NuiBgsCyG47AD12gF50oyKPse6wwXoossdQrBNffUlL/XP9Kjtyf/0qOSL8ccFuWCEXjjgMK+IAtR6EIrIpnZM/6yjDncHvYKKvUxuXz96NgKsJ0x37RqRHTFfCAYcccgiWLVuGTZs2WbYkuuqqq/K+JhVgCoVCyYHf/va38Hq9ePvtt/H2228b9jEMQwWYMrCQiSe/TQIQy1oJzYx5EYW+Mlq5K2jYV6wrhg6oFoc5IgZgaPpZ7gpqVdfM99RPvJGUNBIR6xdnWE0lEytjJ0ZrWRpeLg4fG0Uttx+VWRqvDDv7AaAWBNSGxIWGCjCl15AylF444WNiAPajAUCQjSKYcKVkL+hXwAFqipg5LYz0XzMLLqA2+NQ/Nzf7NIsyoFoSYa7HCumMegz7/Z6ee5irn5H+cXqrQi/S3SKHbpFDlOMR5ng0OUdjKzsewG7UtFYDwMjpG0cF2ADpY5FrnfR00BbBlIJQXNGEGtYGv61HJPUeMFmA4eYEuDkBLk6EKLIIRxyIC3ZNzAh68fWxUcPDvF1/DjmvWOcZe7k4ytxdhsk5Ivxkcs08OadH38iTIIqsdk63yCEq8vhwfxWe2zMD/7d3Ll6MVOBjgcdnYhQtUhfCckx7UApLQ0MDLr30UkyYMAEulwuTJk3C8uXLU4qjMwyT8njkkUfyutdTTz2FqVOnwuVyweVy4cgjj8Qf/vCHXo+9VxHw119/jccffxxff/01HnzwQYwdOxb/+te/UFVVhSlTpvR6MBQKZWgylCfh/vvf/0KWZfzmN7/BIYccgk8//RSXXXYZIpEI7r33XsOxjz/+uNZeHkDOaxsA4P7778eyZcuwZMkSHHfccVAUBe+++y6uuOIKdHR04Jprrsl77HkL8Ntvv41TTz0Vxx13HP79739j9erVGDt2LD755BP87ne/w3PPPZf3ICjDG+JnFlc0IbDzSG0RBmCMgsvcXah0BuCzdyOYcGGdeBjCEQdEkTVYEV5OSIl0AcCv20YISu4UO8JsXRBICtveaDK/zAPt/mTJsh4yJqvCPWZI9B4VeYRFHl0JJyqdAVQ7OlGTLOQOJP1yGfAONx94CK+Emz9/vkFUJ06ciC+//BK//vWvUwTY7/ejrKysV/d56KGH8Otf/xoLFy7Utp1xxhmYMmUKVqxY0SsBztuCuOmmm7Bq1Sq89tpr4PkeP2/u3LnYuHFj3gOgDG/0ItLcUo5PuqvRHCtJOc7LxTHZ24ZqRyd8bBTVjk5MKW3X2gkRkXNxosE7thJfv4U4p7Up7N2aHVFsj6HcFcRYd1jbb049A3pygtO9zoX2aBG+7BqHTyOV+KS7Gg3iKLVanMwiqIgIy7G8u0kPKkqBHlAbfeof8XjqSse+EgwGMWrUqJTtS5YsQWlpKY455hg88sgjea1xaGtrw+zZs1O2z549G21tbb0aZ94CvG3bNpx55pkp28eMGYPOzs5eDYJCoRw8VFVVwefzaY81a9YU9Ppff/01HnrooZQFE3fccQf+8pe/4PXXX8eCBQtw3XXX4c4778z5uocccgj+/Oc/p2x/9tln8Y1vfKNXY83bgvD7/Whra8OECRMM27ds2YLKyspeDYIyMtgaH6NVP9MX3/FycdV6MFkIlc4AdnKjEYZqU8QFe9rawGas7AgCsSXIczNeLo4wx2v3NFsLccFuGfHqt5kn7azGHRZ5tEH1GH1sFIFk01K/LYpaLjKsrIhCesDNzc2GtvQOh/WCnRUrVuD222/PeM0PPvgAM2bM0F63trZi/vz5OOecc/CjH/3IcOytt96qPZ8+fToAYOXKlYbtmbj99ttx3nnn4d///jeOO+44MAyDDRs24I033rAU5lzIW4AvuOAC3HjjjfjLX/4ChmEgyzLeffddLF261OCNUA4uXtp5JF45MM2QfaD3f0MJJ5owWntOlinrMx8cfMJQetIs2Hr8tqi2/JmIMclB1nvCaa/hVm2Cbr7n/vrylJmwOk5fHF6fzxwWeewQxwBQi7oHk0KsjjsGv9KFyqQVMaSFuIBpaMXFxQYBTseSJUuwYMGCjMfU1tZqz1tbWzF37lzU19fjt7/9bdbrz5o1C6FQCHv27MG4ceOyHv+DH/wA77//Ph544AG88MILUBQFkydPxubNm3HUUUdlPd+KvAV49erVWLx4MSorK7UBSJKECy64IOe/JJSRxbbm8Xinqx5HeFo08WvCaLTBh3ByUqodRShzdwHoSUkjQkUWQ4x2R1Dm7kKRPWYQTnO0S1LdyE8rITYLrz4SJn8g2lFkOEZfI1gPEVbyxyLdcWb0Oc9dCaehNnIDSrVoGOiCj+HgzSLEw3IBRx8oLS3NuQRuS0sL5s6di6OPPhqPP/44bLbs7uqWLVvgdDrh9/tzHtPRRx+NP/7xjzkfn428BZjjODz99NNYuXIltmzZAlmWcdRRR/XaA6FQKMOAAlgQ/bUQo7W1FSeddBKqq6tx7733Yt++fdo+kvHw0ksvob29HfX19XC5XHjrrbdwyy234PLLL09rgQDqhCGJ1kOhUMZx5BLVm+n1SrhJkyZh0qRJvT2dMoKYWrUb1ZGTMc3ZhGm8aiF8LDShJTbXsAy4PVqUcq7eO42KPNqjRSgqViNUK59Xv9BDv01fjc1sSQBGK0IfiZqxanmvf66PgvMhLDoQsqeuiiNjJHaEj+Fg9d940DMmhvBKuHXr1uGrr77CV199hfHjxxtvmVyxxnEcHn74YVx77bWQZRkTJ07EypUrceWVV2a8dklJCdra2jB27Fj4/X7LlW+KooBhmF7VQM9JgK+99tqcL3j//ffnPQjK8EZur0NQqsM0XtAKkc8B8HHsZLwmTrYsL2kuSZlt8s1KeNPt11sSAdOEnF6Iy9xdKV2Urcpk9hZzK6V0XUECrBsB2a3mCttESyviYLIe8mXx4sVYvHhxxmPMucK58uabb2rpbG+99VZvhpeRnAR4y5YthtcffvghJEnCoYceCkDtk8SyLI4++uiCD5BCoQwBhnAE3J+ceOKJ2vMJEyagqqoqJQpWFAXNzc29un5OAqxX/vvvvx9FRUV48sknUVKiJtwfOHAAP/zhDzFnzpxeDYIyvHk3piazm9vwnFH0BTYGJ2Fv1Ju2sSaQPf0sW/SbCRIFAxYZEU7VFomaqqWRKNg8JqvoOF3KGqBG+VbvO2SKhMn4GqC+Vx8Tg9fmHFKTbkN5KfJAMWHCBM2O0LN//35MmDChVxZE3gsx7rvvPqxZs0YTX0D1SVatWoX77rsv7wFQhjfNLeX4OFaNI12pPdCqKtsw2dsGNyekfNUnBXlcnKiln1k14DSLr5+NZXyQc3IVbW/yvuQBQBtXrqTLiLASX70NQbxokqERkFQrolGStaI9g+79UjSI12smHA7D6exd1bu8J+FI3py56M7evXvR1dXVq0FQhi8BmYWPjeJEZ8By/82jtyOYcOHD/eY2lvlBxDWX4wKS+p/B4AubGoYSyl1BdHFOQ7U28x+LTKTLBbYSX7VdUlwT4WJ7zHJCMGCLwm9LLtQYKeUshzFkDoxhGCxbtgxud8/vjyRJeP/997WFHfmStwCfeeaZ+OEPf4j77rsPs2bNAgBs2rQJ119/Pc4666xeDYJCoQxxDlIPGOiZA1MUBdu2bTPUwOF5HtOmTcPSpUt7de28BfiRRx7B0qVLcdFFF0EU1b/2drsdl156Ke65555eDYIyfKlhbajxtKZtw24r245b5Wo85ejE39qma9uJ1aCPNtO1oDejduCwJiCzWrRMImGgxwsOSu6UqFPf6DNTFKz3h3sLiYIB1Qsmi0LMGRrqN4s+3aqgHMweMJkD++EPf4gHH3ywV/m+6chbgN1uNx5++GHcc889+Prrr6EoCg455BB4PJ7sJ1NGHOmE13zMidJ4bHRP0r7qE9JNzgUld5o84B7xJR2I9fhYoFFSJwWJHWHOEyaYJ8P09FaEiQ2RbgIO6FmiXZRsJpqufCZlaPH4448X/Jq9Xojh8Xhw5JFHFnIsFAplKDNMI9hC8sEHH+Avf/kLmpqaUjpu/PWvf837enkL8Ny5czP2QXrzzTfzHgRlZENm8iudAbTAb3lMLvYDiX5J5JtugsqvqJPBxI7QWxEEc/RrtiGA9FHwaHcEUZFHINJjZZDJuFyzJ/RRsOV7sEkYUh3DDmIPmLB27VosXLgQ8+bNw2uvvYZ58+Zhx44daG9vtyzRmwt5C7B5tk8URWzduhWffvopFi1a1KtBUEYucnsdwnIMfpuEaodaL5osySXFerLhZ2Mpvq9ZfEm+rNxeBx/DIagYhZBkRGQ3TIyYbQR9mlwAPQJslQ9sropmTrHTV4szFh+KqcV5aAbEkOLOO+/EAw88gCuvvBJFRUV48MEHMWHCBPzv//4vysvLe3XNvAX4gQcesNy+YsUKhMNhy32UgxfSOTkoiajhOwAAQbvb0DXDrYt+00WEBCvfF7DOl/XbJATk1JksUg6TYBX96sUTMEboRDhzrYpmvrZXu6Yx4vexUfjZKGpYmya+dCHG0OHrr7/Gd7/7XQBqDeNIJAKGYXDNNdfg5JNPzlq72IqCfce56KKL8Pvf/75Ql6NQKEOJArYkGq6MGjVKW+tQWVmJTz/9FAAQCAQQjfZutWavJ+HMbNy4sderQSgjG1vZdvhaq9VsBFIYx+5CG3zwJr+emxcpBCW3oVJYoQgmXClFcbosGojqrQe9daA/Bkht3GmFOZrWQ2ofk+jXb4vCa3MOmciX0sOcOXPw2muvYerUqTj33HNx9dVX480338Rrr72Gb37zm726Zt4CbF5soSgK2tra8J///AfLli3r1SAoI5/iiibUtqg+WQNK4bO71dZASUEze8Gfh8sBLwC+Q1sZlm3yLRsBi/ZEZkEF0k8Iphsr0CPE+tVwBLPwWvnBRHxruQiA1LKdgw21IIBf/epXiMXUYODmm28Gx3HYsGEDzjrrrF5rX94CXFxcbMiCsNlsOPTQQ7Fy5UrMmzevV4OgUChDHJoFYeiybLPZcMMNN+CGG27o0zXzFuAnnniiTzekHLz4GC4Z4al8jnLdxFZPVKlGiD0RaCEtCED92k9sB30Urr4WepqIJhdIBBMuhBJOwyKSqMin2A6ZomAz+vfrY6Oo5fYnJ9/U6FceDn3iDjLmzp2Liy66CGeffTZ8Pl9Brpn3JNzEiRMt288HAgFMnDixIIOijEy8NqcmwrVcByZ721Bkj8HLxXVecOrXe6s83lzRp6/52Sh89m4U22MoSj4AYzaCXnzTNfQ0F5PPhlUusd77BqBlPtjKtmsPYAhVQ6OTcJg6dSpuvfVWlJWV4Qc/+AFeeOGFlMUY+ZK3ADc0NFjWvYzH42hpaenTYCgjG1vZdoMIH+lqwhGeFlQ6A5oI671Rc80Gc25vJtKlqxFIDQa9CHu5eMY0OH0jUYIoshBFNdUtl7KU3yjehzPLt+LbpZ9rIhyU3JYTb3ohHmyIB9zXx3Dml7/8JVpaWvDiiy+iqKgIixYtQllZGS6//HK8/fbbvbpmzhbE3//+d+35q6++agjBJUnCG2+8YWgRTaFQRhDUAwager/z5s3DvHnz8Mgjj+Cll17C6tWr8dhjj/VfTzgA+P73vw9ArYlpXvHGcRxqa2tpQfYRiP4rcCGiMbIwo7isCb7WajRy+7GVHY+WmN8y8yAouZM903pWw4XlWNpMCFLIPBuhNAsxzPcmx6br56Yn03JkLyfg2JIGnF68FVM4N1okNZ/000glAKBF6kLfKiZTBpL29nasXbsWf/zjH/HJJ5/gmGOO6dV1chZgWVYrTE2YMAEffPABSktLe3VDytDD7DNaCa3ek+yrEJPziyuaMBUAmsfjOXGGwQJIK4qKmNVeMGNVD6I4WYksHcGECz57t2aDWKWrAQDHGaOedJNvx5Y0YKH/Q1Sy6iSbj+FwRtEXONGzHVOrduf8XgYNGgEjFArh+eefx5/+9CesX78eEydOxAUXXIC1a9fikEMO6dU1886C2LVrV69uRKFQhi80DxgYN24cSkpKcO655+LOO+/sddSrJycB/uUvf4nLL78cTqcTv/zlLzMee9VVV/V5UJSBI5fot7+ZwrkN9kORPYZieyxtJkKmhRhemzOjDaG1qE+4tIm4bOjtB1IhjUS65ok3c0NP0ucumHBhfbRGO66W60AtJ8Jvk/BOgxo9BWQ3pjv2oaqyLadxUQaWF198Ed/61rdgsxWuSl1OAvzAAw/gwgsvhNPpTFuMB1D9YSrAwwerFKd0FkN/56VWOgOGDhHpxDdf+wHoSWPTr4TT2wvpIPm/AMkXNmZB6MXXqjMyEV8vF0dLzI+WmF/741Lr60CDqDYx+DhWbehTNyS9YGpBYN68eUgkEnjzzTfx9ddf44ILLkBRURFaW1tRXFwMr9eb9zVzEmC97UAtiJGJrWx7iiCnE2hyfCHJ1BUin7b06aJfq44YehG2uj/Zp1+4oSddO3oXJ2KsO4xDi/ZgTtGXqOX2o0EchU+6qxFMuDDV3Yw5tV9px8/RnTtk8n5NUAsCaGxsxPz589HU1IR4PI5vf/vbKCoqwt13341YLIZHHnkk72vmHUuvXLnSsvJPd3c3Vq5cmfcAKBQKZThw9dVXY8aMGThw4ABcrp5vT2eeeSbeeOONXl0z70m422+/HVdccYWhNTMARKNR3H777bjtttt6NRBK4cg1U8Eq8T8X+sOG0Huz5KdWIYyNoYa1AbDlXIiHLNqwqgfsY6PaV/58+rHpF4nofWAzbk7At0s/xxlFX2h+7lQAtc3jsTU2HtOd6bMehsrCixSoBYENGzbg3XffNXRFBoCamppeL0LLW4AVRbFsSfTxxx8bilVQ+o7V1/1MX1HJcWY7wXx+uteD+fVXL4p6/Da1QDlp/plpjLnkAJP76P1l/WsyBr0/rK8bQSCr2MwQka7hO1L86qlVu9W0u+EIFWDIsmy52GL37t0oKupdBbucLYiSkhKMGjUKDMOgrq4Oo0aN0h4+nw/f/va3ce655+Z18xUrVoBhGMOjrKxM27948eKU/bNmzcp63UAggCuvvBLl5eVwOp04/PDD8Y9//COvsVEoFIqeb3/72/jFL36hvWYYBuFwGMuXL8d3vvOdXl0z5wj4F7/4BRRFwSWXXILbb7/dsBSZ53nU1taivr4+7wFMmTIFr7/+uvaaZY1fGefPn29oB20O/80IgoBvf/vbGDt2LJ577jmMHz8ezc3Nvf4LNdhYRb9hOWaoi0D6h5mj22wLKszXJegjyYHqS9YklKI5VmKZGhZURBQnn1tNFlodD/TYD+YJOHO0nSn6JeOxioL1kEUkJH2ultuPIdVUs48wyUdfrzGceeCBBzB37lxMnjwZsVgMF1xwAXbs2IHS0lI888wzvbpmzgJMlh9PmDABs2fPBsflnw5kOQC73RD1mnE4HBn3m/n973+P/fv347333tPGWFNTk/GceDyOeLznP1YoFMr5fv2FlVVAhDGoiAjIrJZe5Wdj8Ctd6lfe1mpNNHPNWMh1+W5/ILfXoUXqMnSqIKIXlNxoENUVl5W695LJkiGfDSHXSmp68dX7wvpMCP3YQgmnJrjVjk7U8B3w26JaA9ERl8tLLQhUVFRg69ateOaZZ/DRRx9BlmVceumluPDCCw2TcvmQtwd84oknas+7u7shisaJiOLiYvMpGdmxYwcqKirgcDgwc+ZM3HnnnYayluvXr8fYsWPh9/tx4oknYvXq1Rg7dmza6/39739HfX09rrzySrz44osYM2YMLrjgAtx4440p0TVhzZo1vWqo118QUdGLC4l6VeH1GI5vEEdpqVpEjAFd+3aTEOfr9Q6UR2y1/JjUgmiR9ml/YIgfTMZGxuW1OQEZCEDuyf1NRr/6HOBguudJ8TVHxFZRebE9hjlFX2K6Yx8q2SLdONxDdyKtD9A0NBWXy4VLLrkEl1xySUGul7cAR6NR3HDDDfjzn/9sWRc4n4pAM2fOxFNPPYW6ujrs2bMHq1atwuzZs/HZZ59h9OjROPXUU3HOOeegpqYGu3btwrJly3DyySfjww8/hMNhvTZ/586dePPNN3HhhRfiH//4B3bs2IErr7wSiUQibYbGzTffjGuvvVZ7HQqFUFU1JNPhKRSKBaeffjq2bt2KvXv3oqSkBN/61rfw85//HBUVFdoxTU1NuPLKK/Hmm2/C5XLhggsuwL333pvR1tRXgcxlDPnCKIqS19+lK6+8Em+99RZWrlyJhQsX4v/+7//Q0tKC3/zmN7jrrrtw4YUX5j0IQiQSwaRJk3DDDTcYBJHQ1taGmpoarF27NqU3HaGurg6xWAy7du3SIt77778f99xzD9racvtaGAqF4PP5EAwG847oC4He6wVSLQfAemGBHn1ErL5W/zDmu5JsIBpEhlqr8VToEDTFRwMwpoaRhpW1XIf2XvTFy83I7XX4TIwiIDkto19AZzeYPF/z6jur8ejHteSwN3v3hgvEQPyekntM+d87wTr6Nh8gxWP47Dc/65fxPvDAA6ivr0d5eTlaWlqwdOlSAMB7772n3luSMH36dIwZMwb33XcfOjs7sWjRIpx11ll46KGH0l4312XHDMP0bzlKwksvvYSnnnoKJ510Ei655BLMmTMHhxxyCGpqavD000/3SYA9Hg+mTp2KHTt2WO4vLy9HTU1N2v3kGI7jDHbD4Ycfjvb2dgiCkHUSbzDJZjnoRdeqwaQV5Bz9ajJ9ix99x4jeLPPtK+Q9q8KnCp7ehyUi2YBS+GXyHvarnnfS77YS4oDsTms76F+nE9+g5E6/HJqNZszlHbEMYQvhmmuu0Z7X1NTgpptuwve//32IogiO47Bu3Tp8/vnnaG5u1qLi++67D4sXL8bq1avT/kEgVSD7i7ynaffv348JEyYAUP3e/fv3AwCOP/54/Pvf/+7TYOLxOL744guUl5db7u/s7ERzc3Pa/QBw3HHH4auvvjJ8cNu3b0d5efmQFl8K5WAhFAoZHvoJ8EKwf/9+PP3004ZkgY0bN+KII44wWBKnnHIK4vE4Pvzww4LePx961ROuoaEBADB58mT8+c9/BqBGxn6/P69rLV26FG+//TZ27dqF999/H2effTZCoRAWLVqEcDiMpUuXYuPGjWhoaMD69etx2mmnobS0FGeeeaZ2jYULF+Lmm2/WXv/4xz9GZ2cnrr76amzfvh2vvPIK7rzzTlx55ZX5vtUBQW6vg9xeh1BrNcJyDC1SF1qkLjRKMhpEj/ZVWv91OpfolxxHjiXXUCNDZ8/DtFKMpHAFFTGvFkC9gWR2kPtUOzrVqNOUhRCU3OpkXPLRII5Cg+hBoySjRepKmRxU31uPzRA0PQ9KbvW6yUi72tFpmHhrio/WVuLpMdghtvy/bg5nCtmSqKqqCj6fT3usWbOmIGO88cYb4fF4MHr0aDQ1NeHFF1/U9rW3t2PcuHGG40tKSsDzPNrb2zNe9zvf+Q6CwaD2evXq1QgEAtrrzs5OTJ48uVdjztuC+OEPf4iPP/4YJ554Im6++WZ897vfxUMPPYREIoH7778/r2vt3r0b559/Pjo6OjBmzBjMmjULmzZtQk1NDbq7u7Ft2zY89dRTCAQCKC8vx9y5c/Hss88acnqbmpoMPk1VVRXWrVuHa665BkceeSQqKytx9dVX48Ybb8z3rfYb6TxeAIYMB7PPm+krtRm9eOjP87NRC/84ZhAUvfBmWkXXF0j6GbFY9EKpxyDGOiENsFFATL4fbj/QPF47rkEcnzHTwXB9k+1gdV9yjF/Xvbi4YoSlmWWjgGlozc3Nhq/86SbUV6xYkTU76YMPPsCMGTMAANdffz0uvfRSNDY24vbbb8fChQvx8ssvayt3rVbwplvZq+fVV181ROk///nPcf7552sBZyKRwJdffpnxGunIW4D1XsvcuXPx3//+F//5z38wadIkTJs2La9rrV27Nu0+l8uFV199Nes11q9fn7Ktvr4emzZtymssA0WotRqAeWJNtUYyCS4hm/CmO46ICLmmn7yW3ZonTLpNWEW+fU1Bs1rsQd6/+X3rRTKdD6sX40YhtTtLLp+T3mc2eMHJe2q1KJL5vVM4N2xlB6H3W2CKi4tzmoRbsmQJFixYkPEYfR/K0tJSlJaWoq6uDocffjiqqqqwadMm1NfXo6ysDO+//77h3AMHDkAUxZTI2Iw5TyHPvIWM5C3AZqqrq1FdXY3m5mZccskl+P3vf1+IcVEolCHEYOQBE0HtDUQkSeRaX1+P1atXo62tTZtDWrduHRwOB44++uhe3aMQ9FmACfv378eTTz5JBdgCveXQKMla1GuVSpbO38018k2HeemtPhJWPdNkdoTNGP3mU//XavWeHr3fG5BZNIhq8aZsnjYplpNutVra8zIUXDdnWZDXJNommQ5+m5Rc6j0yF1jkzBBeCbd582Zs3rwZxx9/PEpKSrBz507cdtttmDRpklYeYd68eZg8eTIuvvhi3HPPPdi/fz+WLl2Kyy67LGs0TurQmLcVgoIJMCUV/SST/ut2rilkmUQ3H0E2f4XXV/8yj0UTYiDviSYrgUr1uY35zNnQmmOa0saydbMAjJ2Pc20/pPd71Xzj9MK7+rPv4fHPZqHqMQ5cSMC6jctyugelsLhcLvz1r3/F8uXLEYlEUF5ejvnz52Pt2rWav8yyLF555RX85Cc/wXHHHWdYiJENRVGwePFi7VqxWAxXXHEFPB51vqYvWRxUgCkUSlaG8lLkqVOn4s03sy+Kqa6uxssvv5z39UkdHMJFF12UcszChQvzvi5ABbjfINGvmk42xpAW1Vt6e67VhJx5mzk7ws+qk2Q+JmZZaS0T5qptVpGv/puAOQPC3K/NKtrN1FLeCn2/OTNmS4NMvAGZrZfTi7fij9wxkBwOCJW9K8YybBjCFkR/o6/GWGhyFuB0S38J+ry4gxmz7bA1pqZHpVuJlWmGv7+wundKdoTkhJ9NerYy0lZYsyrobp1el1ocx7wkOB1mKyGUcFr2aAOsC/pYXcvcABSw/rfI9IdnatVufFEF4EzL3SOLg1iA+5OcBVhf/zfd/t6G4cMdq0m2gOw3iAxgLTT9KbZWkaNVXi1gkaZmUyfn/LZIjwinqSGcrk6xVf0KywUSOfi5vUFfOjIT6Sb1rN73QT0RRyk4OQtwf4bhFAplaDOUPeDhDPWAC0SP3zsq49frbFFpoUgXVaZrw262JQKyW42CyVJlm4igJKYt2GPVBDOb7dCbyDdTNKu3H6z83qyRsKlXXEBm1bQ8eeA6gwxZqAXRL1AB7iP6JbUN4ig0CqUZl75a0dev4FpOax7X0QuxVVPK1CXLqqAFoBY5IilqPYJr9HrVfcZykPo6DJkg/mw6wST+b1h0GFoEdSW7VOivQaEMZagAUyiUrDCKAqaPS3D7ev5IhApwHyCTTw2iBwFZrUlAingD2b/yFipCyzXytYoKzQsd9JNxJAomE3JAzyKNTH3X0rUBMke/Vgsl0kW/JOotssfSZjqYt4dMPebS/XtkyoKgNkQSakH0C1SAe4kx3WyMwXrINUc1l+P6ItJW17cSPasC6GS5snX1NGusCsabsx3SvWf99mwWBGAUZD3kvHR93HL9t9EK2bPG6xSyIhyFQgW4F5hLKQbSeJtWuarZ8lTNwpLvgoN80EeI5sk5q/S4bGJsXtbclKxSRq6dzdPVoxfQbJ+jWWxJa3g9hUx1OxhFmGZB9A9UgCkUSnaoBdEvUAHuBS1Sl+b7mhdbkCgv3Uot/faiDFFeuvNzJVuknQ5DLV7dkmV9BbW055o93zwi37DYU5Tby8UtP8dM7ymfVD59xJzpPD8b01VDM76HgzEKphQeKsB5IrfXqdZDjr5oJtIJEEGfYtWXa6fDyubQ2xEEq9oRVphXtuXi4Vph9VmQc4rssRTLobfia7iGaVm2Wg9CQiVbRIUW1ILoL6gAUyiU7FALol+gApwHJPNBW+FlrjJm785p0ixdhJfPcVbRMTk+18jZKgodiMUM5vua36d+/Ob31GVRREePVY+3lIjeYuFKpuJIFBoB9xdUgHPE2ME3fXt7kupUZI/12cc1ExbT39d4nCMnEdaLW65/FDJ93bfK8c2UwdCVcGa8r9W+jD6waTWffsxWBXfM3ZfNqwIBdYm5N0s/PGpRUHoLFeA8ycf/7Q8RJmQSYy8npExqGc91ZHxtxpyuZq7Xaz6OkGkiMpOQWv0BMW+zrF6Wwac2dzm2EmkzDaJHnYhTuiwn4g4qqAXRL1ABplAoOUEthMJDBTgHjPYDm7I/n5q+uX7V7wv66NgcDed2vrWXTDxhc/SbzvfWWw1mstkPxvHwKHN35XQsIZ3vm6vHG5D0S7Bj2nJk4CBfkkwpKLbBHsBQR1943FxgPF/6Kr5eTujFPXPzja3PdaAr2X2CiGgo4dQe5HUmCmHB5PK+gwmX4WG1X49eiK2algKmpdUyq5XcJB0/CObuzyMSRSnMg2KARsAUCiUrNAuif6ARcAbkPUcBSG21oydX+6FQ1kNvouC+EBYd2tj1kTBgjH7T2Qzma+iv2xus7qNf+GH1AFQLwhzp+thoTpaE/ltPut+DgyIKphQcGgHnSEp/swL0cjPbA9nEtbd2AjmvL+Kt94VzWWZtPs/8PBPEeybpcVYpdbkW1zEX5jGnqlk1S81FlMNy7ODygmkWRL9ABTgH0k2+EdIt1dVHgH2hLz6u+Tq5iHC6++kn9Igo9uekIrm2WYStSmqanxP0kW863zdds9TUeshqbYigorZmMovwSK4Pwcjqo6/XoBihFgSFQqEMEjQCzgG9/ZBvEZ6BSDsbKPQRdK6r7ch5hN7aIOnuZ+56YfZ6zXaCX9fxQ3+MVRRs7gqSCyM2CqYWRL9ABTgL+pQjq1Y76cgl/aovnmw0KWruAZ+UM4pwtmMznZ//vdX7mfOLi0y1IYjo+k3iG5Dcaf/trJYxmxuU6rtjpLMhRio0C6J/oAJMoVCyU4g8XpoHnAIV4BwISM60jSb1P/WQOhD5FLpJR0/EWZjJuEzkcg9jFJyfvVCINDrztwt9poOPjWqRL7ENMtlGmSJfPZp1IbPw2yTDvoMlCqYUHirAWVCbbvpzFl49ehEGCusH99Z6SGcB5Cvu6eyFgSBdIR99Xq/es83FMsql6HxAcqY06SQQESbV00aaD0wtiP6BCnAGwnI8OQFnFFyrBpx68um+ayZb5bJCQEQ4F8GMWhzTW/HPJ/pN977Nnw+JftPl7uYzaZqunKXmBduMUTDxgQ3jG6mRMJ2E6xdoGhqFQqEMElSAM9AsyWgQR6kRb/LRFB+N5liJ5XJXK/Rfl7OlbfWlB1y+ZIp+oyKvPXqz33yc/p49q/Li2oNgfq3Hap+WeqZbaKH2crOOhsm/YTaIlZFpRVxAVhfmHCxLk4kF0ddHf3H66aejuroaTqcT5eXluPjii9Ha2mp8DwyT8njkkUf6b1A5QC2IDDSJJdhnK03b2gboKS7eEvMDMKZIZetMnE1wByOHOJuo5kOuVgWZqMwnt9jclshKLPX2QzrhNaeqZTqWXC+dDzyiGeJZEHPnzsXPfvYzlJeXo6WlBUuXLsXZZ5+N9957z3Dc448/jvnz52uvfT5fv40pF6gAUyiUYc8111yjPa+pqcFNN92E73//+xBFERzX49P7/X6UlZUNxhAtoQKcgSZxNAS7dav1rjSVwLIVGs999Vhhot9cJtEyRb3dYs8vr4tL/bodFfm018sUAVu9v0JZMIY6vibbQR8pW0W/5Jh0E3E95xqjYKvJN2JDjISMiEJmQYRCIcN2h8MBh6Nw3/b279+Pp59+GrNnzzaILwAsWbIEP/rRjzBhwgRceumluPzyy2GzDZ4TSwU4AyHJBSdSxZeQ7iuzeVu63nBmi8KqeE+2TIXeWAa5nKMXXvM2sxATEdZfd6BX6OWLOVfYinTLk7Vr2CI53WtELE8uYBZEVVWVYfPy5cuxYsWKPl4cuPHGG/GrX/0K0WgUs2bNwssvv2zYf8cdd+Cb3/wmXC4X3njjDVx33XXo6OjArbfe2ud79xY6CZeBYjbpL2boBJytuSSQunCgyB7L6g+r52efKMuVbpGzFNXeHGe13zyWTGPTT8YR8vHDM7Wl1wtktvxfK/H129RJPL9pEs5qAk8/EWfukkFJT3NzM4LBoPa4+eabLY9bsWKF5cSZ/vGf//xHO/7666/Hli1bsG7dOrAsi4ULF0LR+c633nor6uvrMX36dFx33XVYuXIl7rnnnn5/v5mgETCFQslKIS2I4uJiFBcXZz1+yZIlWLBgQcZjamtrteelpaUoLS1FXV0dDj/8cFRVVWHTpk2or6+3PHfWrFkIhULYs2cPxo0bl/P7KCRUgDPgY6MQWLsW+egXWFhFseYiMVbLkPUFzfXnE+84taFmaiSZr+2gj1itbIRcImOra1p5wmZyXfCRK+bCO7mg93TNBdeJl+u3SVpEa0Z/jj4K9rMxy6XJIxJZUR99vUYeEEHtDSTyjcfTf7PasmULnE4n/H5/r+5RCKgAZ+B4VzM6nUVoEEsRZNWvoD57d9ZuDHrP17wMOV3HYQDYG/Vq3qnX9JOIWKHSxHojuvng5gTDeyiUCHclOzOb0Yuk2XrIlPvrt0nJ1Ww2+JL6G1RE+G0RNOj+vljVigjYoimTccTrHWl5wEN5JdzmzZuxefNmHH/88SgpKcHOnTtx2223YdKkSVr0+9JLL6G9vR319fVwuVx46623cMstt+Dyyy8v6ARgvlABplAowxqXy4W//vWvWL58OSKRCMrLyzF//nysXbtWE1eO4/Dwww/j2muvhSzLmDhxIlauXIkrr7xyUMdOBTgD4yt24LDoDPjZ3QhITjSI6tehJqT/WpRuVVy6SFhvQ4x1hy3PtYp++zuCBYC4oP56OPiE5X6zDWHOfMhmpxj357dKMJhwpdgQufZzA5KTbWwMPoZLTSFLts4xR7fmKDjAktcxLXoeqTAogAdckJGkMnXqVLz55psZj5k/f75hAcZQgQpwFmxl21HTWg0ghlp0qDmmfId1H7EcG0VmQi806XKB+1t8ifCaX6cTYoJVTjChtxaEVUofQf95mz1ac1cM/XY/q4qv3ybBa0v9dyRVzfIhqIjwokfIbWXbR5YNMcRXwg1XqADngNfmRA1i8NsiCMgxNCDZJcEUEZGILKRbhqxPQSN5w+YoWLtPDgsR+kt8zaKb7hizCJsXauhFOJMgmyuj5bMM2Qpz9JspGlZTzaSUSmZm0VQn19JHwUavOYZKUxQ8Yv1gSsGgAkyhULJC6wH3D1SAc8RrcwIykl7ffq1JZyZIJGzOiNCjj4q9XNwyctbj4kRD1JnJHsjVOsgl+tUfm+16QOZsjWx1gTNlipDPJVsmBHlthtgPVt6vVaSaKQo2p6SlY9ivggOGdBbEcIYKcA6Q/0AkdXxKex3CbAxBJaIWbLdFEWDTN3zUY9Uhwyy+QPoVdlGRN4gwEcNMIppONPMR3lzPIzZEIUhnS5jFl3jBPnt31ok4Yj8Q75fYDma7gPzBVVPSsotwwBYFuBGy7JgyYFABplAoWWEUBUwfJ9H6ev5IhApwL7CVbUcxAG97HSpZGKLhBnGUVoGLzL7nungDyN7OyFz0huDgE1mj4FyO6wvm1XW5rJTLRm8m5zJFwbVcBJVskWFbpohVm6izicgUBaspabGRG/3K0NLz+nQNigEqwH1Ab00QMa5hAwgq+9AgehCQ3WgUjDnDejG28jHJ9pCpoLsqRGouLcksMGdEmMVVFNVpeY7rWSprJb7kOCv051qdp9+frUiPW7eqz+wDZ+qEoSdtQ84cc4Ir2aIU2yEdeo/YCyd8TCztCrnpjn2wlbVlvB6FYoYKcIGwEuOwHMDHtigCstvQ2DNddGaeNAqZakZkqhHcm6iWCK8k9Agwy0uWxwCpYpxJnLNhbm2fS1nPfNF/1vp29ZnSwtKJstxeB6/Nmcz17QIQUf/Ism74bdGUqHqkQS2I/mFQy1FalZvTV6tfvHhxyv5Zs2blfP21a9eCYRh8//vf74fRUygHEUqBHhQDgx4BT5kyBa+//rr2mmWNX4fnz5+Pxx9/XHvN87nNsDc2NmLp0qWYM2dOYQaaB/po+Lj2OoRl1ZYAkGxz3/PV1tw2XYuUWTeCdrfBOyY2BJC9KI8+ciVWQSargSAJbEoUbL5mushX7zOTTI1sPnC+K+SsivFkqowWlNyo5jvgZ6Oo5fYD6Ml+yAf98VW6n6HWanws8Hgl6sRpeV1xmEFXwvULgy7Adrs9Y48mh8ORdw8nSZJw4YUX4vbbb8c777yDQCDQx1H2HjJhR1LY9L0A5KQ4E0iHXSLSxLoISqoY6ztmpPOBrURWbzHkso9sSyfEuZDLij29+PZ1JVw2SPoZUNi83OKKJtS2lGNr3E1T0Ch5M+gdMXbs2IGKigpMmDABCxYswM6dOw37169fj7Fjx6Kurg6XXXYZ9u7dm/WaK1euxJgxY3DppZfmNIZ4PI5QKGR4UCiUHoZ6W/rhyqBGwDNnzsRTTz2Furo67NmzB6tWrcLs2bPx2WefYfTo0Tj11FNxzjnnoKamBrt27cKyZctw8skn48MPP0xbw/Pdd9/FY489hq1bt+Y8jjVr1uD2228v0LvKHRIdE8jzSt1CD8BoWwQTLoTsTuwQx+R0DxLNZoqCs50L5B4N6xeGOPhEVhvCXC+iN81IrSqjmSEr1fKJUM0LNNKdW1XZhsr2OjzdNQrTxfGGAu1kxV22+w756JlaEP3CoArwqaeeqj2fOnUq6uvrMWnSJDz55JO49tprcd5552n7jzjiCMyYMQM1NTV45ZVXcNZZZ6Vcr6urCxdddBEeffTRvCrp33zzzbj22mu116FQKKVx4EBiti2IIAP/1VLb2rp9lj5wrl4vACg5HMck/d5M3rCeTNkY+ayQS2dHpEtD04uwuauxn7UuvpML+RTSCUpuvB2p08bQc+8oprVWZxTiIS2+lH5j0D1gPR6PB1OnTsWOHTss95eXl6Ompibt/q+//hoNDQ047bSe6RBZVrO/7XY7vvzyS0yaNCnlvEK3xS40trLt8LbXYRqvRsV+WxSfuioBqF00ukXOkAOsF2GWlwyRbC6imw4iwlaTceacYCD3KDgfcpmEM7ehr+X2W9f91WEWWnM5ymzntkhdhm1NAqkdrY4hIHfAb4uitqU856h4KMHI6qOv16AYGVICHI/H8cUXX6TNXOjs7ERzczPKy8st9x922GHYtm2bYdutt96Krq4uPPjgg4Ma1VIowxpqQfQLgyrAS5cuxWmnnYbq6mrs3bsXq1atQigUwqJFixAOh7FixQr84Ac/QHl5ORoaGvCzn/0MpaWlOPPMM7VrLFy4EJWVlVizZg2cTieOOOIIwz1Iwz3z9uEGiYLJiqyG4h3YZlf/oDQGS7Ro0yoKzohgMQ/L94Qq+oiZ0UW4Vqlo2dLUrND3jkuHvqJcbyDFd6wiTn3kG5ZjhkwUci4ABCURvqSNoCcsx9AoyQhInuRxqQttmuKj0RQfDUCN1qv5DpzkboSvtRrFFU2GseTlUe85KudjKUOTQRXg3bt34/zzz0dHRwfGjBmDWbNmYdOmTaipqUF3dze2bduGp556CoFAAOXl5Zg7dy6effZZFBX1rDpqamqCzTboyRwDAllC67U5cZK7EX42Cp+9G14ujs86UlP1iAibbYismEU5KciKyEJC5tVyZvQ2BIC0VkSuKWhplyJblKH0sVHDdiJwZtEF1BRAVXRNedq6t+pnY4DUk85mlS6ov78+h5usagwlnAgmXJpQ1zYcglouYrBIQiZhTodt3BYAvqzHFQRajrJfGFQBXrt2bdp9LpcLr776atZrrF+/PuP+J554Is9RUSgUM3Qpcv8wpDxgSnbIV9TK9jrAoa6u87FRhEUH9ka92nH6bAQS/WaagGMEY8tEhdf9ZxFsBltCjyiyKQs3MlkR5hZGBPNCDP3rTPaDz96d8pXf/FqNbLvULIjWagBIsRqIhZCJBnFUyraARXF2Evmmq2rXEvOjJeYHoEb0Vc4DPav1mpNpbFmyJigjAyrA/cBA5HTayrYbRLjcFQSgri6Lijzigj29NUAsBl5WHzrLgUkwUOyKQZAVXjGIsN7OkAQWisga/GEz2TpzkMI85hzgTJ0xcoEU4FEthRgChnqIbNquJubl4YZ9pj6AVs/NWP0B0b/X5liJlkbXKJT2NA61ReFPCnJVZWqltQH1gOkkXL9ABbgfGKioRS/CjZ4WFNtjaIn50R4tQgDG+sNa9Gs16ZaESTCGnwA0MSYirECdjDNH1en84b5iFt9MLYkIVtXmApLT0DYoV/G16nKSTnitPF9Ce9S6WlpY5BHmHCD/XKoQuxFkowiwUfhlVYiRTF8znCsPYF6Xgr7X86X6mwIVYAqFkhXqAfcPVICHOSQKPqPoCzQ4PfjYUY1P7ZXojHo0fzat95u0FRiPCIVngTALJsHAlrQfZJ0PrEXBWcinkI9Vy3pSoKenVrDRGy6yxzJGv+kwN830s7GUKDhb9JtP5GtlO+hXAuq98CjHG+ojl7uCCNp7IuFGAA1ijy1BiAh0ZcNwhwrwCMBWth1VUCfmarkvUMN3YEdoDMIR1WdkOEkV4aT9oImpbmKN4SQovM1gP9gEBjJUG0JPOs9Xv10SUlfG5YNeiK2algKpK+D0y3/1ZOpYnI5cvN50k21dCWfWmhbEFxdFFnHOjgBcWhlPAOjinGiBX5ukC0o9YkzeZ3ciAWBX3u+tVygogAdckJGMKKgAUyiU7NBJuH6BCvAIgtgRPmcA74xqRlTkEYi4VCsCyQDEYhJOsyh4GYrAAAIDNukOyLr6OWrkbDonDelqRhBIpEeqoem/gutbFZkptscMkW+mFvQADF/Z9WSyH8ypZeaFFeT+6eyGsOgwjN280s9cKzkWUY8l0TAA7IWaUujmBO36+satAOAQaNnU4Q4V4BGI1+ZEtaMTE31+fCaW9ayGAxFhVhNTzZ5IovAKoNOsFBsiQ04wkN6eAHpWxenFl/wkIgz0pKXphctqBVxvxTcTZushXWYDEWFiN2Tr7EHez96oN23FOElQPft9ycJGZAUh+XzaUQQvJ6ANPni5OByxAVwBKgNgsh6V/RoUA1SARxgkBa4meiQ+tVfCxYkICqmpVEyCAcIsFK9pBy9D5m0A1ChYfTAQvSYRTh5rgGxPpqmZF2Z4PT2TaW5O0ATYajJOj5eLp0S++UCiXauJN8A67zdTXm8o4UQo4URbt0/LuzYvtR7rDgNIppmZJt/0i1eA1Ip1RIjJ56b3iDvhwWi3Wif6QGyAliGDZkH0FwdHEQUKhUIZgtAIeIRDokuzZ0uiWSbMQvFKqfsEBhIPzQsmVoThuGRgl2JjkHb3umNZXsJodyT5VTyuZQlkKtJO0s/SFmFPFrQx/ySQyJZYEblGv3pI1E2sCH2GA6nFbGUphHX2CjnGkBao+xZBFrCYF7ckyOeYtHRiEV77VhHlePCisQZxv0In4foFGgGPUN7pOlTrmsHyUo8vm2ElHEHhFUhu2ZAHzAoAF2bAJJieVLV010puN4s+EV/1eRxeTtD+QBCPtOehpp1ly/s1T5QR1Cac0Zx94IDkNvi/5kpqgNHvbQyWpIivKLKIC3bEBTs6ox60BnwIRFyIC3bEIjwSEV4TX0Zg1EdYFWTLjiOCTV19KLLaQxJYBA+4sS/gRVuwGAMGEeC+PvqZeDyO6dOng2GYlLZkTU1NOO200+DxeFBaWoqrrroKgpDZ/upvaARMoVBGDDfccAMqKirw8ccfG7ZLkoTvfve7GDNmDDZs2IDOzk4sWrQIiqLgoYceGqTRUgEesZBqW25OSP3aayZDZoOkcwhIFCzxgKTViDCmsWn3MF3TnIpGbAUSEVc6AwglnGlTroD0zTczZUOYLYZcI+Kgvr5vwoWQLvoltol+MQVgLFKk32b+7Bmh51uEYlfUKJi3IRFJ07MuGTErvAIleZ2EyELuHshaEEPfgvjnP/+JdevW4fnnn8c///lPw75169bh888/R3NzMyoqKgAA9913HxYvXozVq1ejuHgAv03ooAI8Qlkw5n180l2N5lgJvt5eoW03l53USCPCxIYgy5NtItmeFJAc09JEkdWtbjMuLQZSV7UBmQvupCNT9gKQ3fPVWxrZykpakdJ/z7z60ES6AkjmYxW+p0KdVp0uBzupYBQwDS0UMuYvF6In4549e3DZZZfhhRdegNud+m+8ceNGHHHEEZr4AsApp5yCeDyODz/8EHPnzu3T/XsLFeARyonOAAC11CGJTPXiq/8PT1BgFFNtoi55rD4aJpGwYmfU84DU8pYmce6MegC3KsBdCafl5Fo20bWKgvUdMAh6P9e8NNm8X3+NXIXXxYmWk29kMk1JRrOGz1wX+drS/SFEUuuSZUEBQPFKyaXirOHf0dY9cAJcyDQ0c2/G5cuXY8WKFb2+rqIoWLx4Ma644grMmDEDDQ0NKce0t7dj3Lhxhm0lJSXgeR7t7e29vndfoQJMoVAGlObmZsNX/nTR74oVK3D77bdnvNYHH3yA9957D6FQCDfffHPGYxnGIuhQFMvtAwUV4BGM3xZFsT0Gu0dAArwWqZptCH0RdnKM4SuvXYGM1KiNFQDJDd1X4+QOEvXqsiEkqAsK1MpfDsso2GfvNqw8SweJgvXH+uzdWe0H7fxMVc6Sfi9gXGJMxkn8326R05qgmnvvKSKb8duG/nNkLSbhWYF841AXw4gJBoqdBZL/JpptkSGKLjgF9ICLi4tz8lyXLFmCBQsWZDymtrYWq1atwqZNm1KEfMaMGbjwwgvx5JNPoqysDO+//75h/4EDByCKYkpkPJBQAR7BNIilCCWc4DgJEidpEzjEXySlJ2VeMXzl1SZ8eN3rZG6wGYO4hNlUn1NnQ4gii26Rw96oF2GOR5m7K60VoUdvBRCLwizUemsik8Dqj7e6BxHddNXMyAo+q+aiomiccDNXliOYRddm3acUNhGwCYBNZKA3YOXkXJ00kBlUsgIwfRRgOb/zS0tLUVpamvW4X/7yl1i1apX2urW1FaeccgqeffZZzJw5EwBQX1+P1atXo62tDeXl5QDUiTmHw4Gjjz46r3EVEirAFAplWFNdXW147fWq6+snTZqE8ePHAwDmzZuHyZMn4+KLL8Y999yD/fv3Y+nSpbjssssGLQMCoAI8YgkqIpqEUrR16+oF6KyBlLq/umhX/1MfLfcFRWQBXjJMXOmtiHQRKYFEylYTY+miYisyFUzXjyvdNn2BoM6o2siTvCd9BoR5si1T1GvLEMmSffpjSIU6pnet8nrHMEhDywTLsnjllVfwk5/8BMcddxxcLhcuuOAC3HvvvYM2JoAK8IjFx3Co5jvQ7CpBI1/SU5JS508axcG6+Ho2n1HfPcOQSpWhqzJZLQZAsyKsbAbAaAlYNelMJ8pmrEpG6iHX1G8396PTVz3TL6EmXjDLS9ryYSBVfNOJrpUAs6L1c/3rTMJdeAqxkm1gBLi2thaKxVirq6vx8ssvD8gYcoUK8AjFa3PiDE8rarkOtHX7sF0YA0kgpSJZ2HQ1f/WYI129IKtRsvE8VlDT08xesjmCBnoiRLLsNhBxoZtPGpo6mzZTfV2r7sn5YCW8RNzV5dGpOcrFSZFvjxYZJuEAGLzgWITX0sTSia9VRGsWWPP+dCiDu4qWUgCoAFMolOwMcwtiqEIFeATjtTkxjY/h0KI92Bv1Yp/IIhHhYUsw4CI9x4me9NdIN5Ovh0TB+nP0GRWAushDga7CF7l3soANkNo5wqrIubnThLlpZyYyRc6ZrkGWdZujX/3zuGDXlmRb+eWZbIaBtRJ6iaygzxZCnlkQBwNUgEcotrLtkNvr4LU5tfQsYgHohVTmUgVUu4Zuck5/jr5MJUHzkTN1TtaVYCS5wYTOqAdRrqdAe6YyleQY0jnDyhvWoxfedJ0rrKwJo/+cKr6kxKT+/TEW6WbmNDObYC2+rJCnQOV7PGXIQQWYQqFkR5HVR1+vQTFABXgEQ6LgYMKV0ghS1r0k0a+VxWC1TR8xp6RXWSzsAJBaSAbqF1om2b4oDIfWkLKb5wyTW/qxm/vJWWGcsMscSadrnmmOiPVth6zQp6AB6aNfPemi31wjYVuYVkMb7lABHuGE5RhaYn7No2TCSQ82sy6lQESXCIuVbWGVEQEgRYj1mRH6Jp7k6zzpDuzgEynjMItgt8ilrEqLWqSKZcNtEmujGKe/DlmGDEC1VpJLuckyYplLzYAwP88kvmw8vWilfjr9CPWA+wUqwCOcjwUen3WUoTvgAhNm81pQYe3zGrHyg82kjYbREwkTP9jcyBNAihCndKFIRs6kcSXpvpwL+ojaqjmovv6vixPTRsHmHGCCVQRslXaWckwG4QVUoVZEKmjDHSrAFAolO9SC6BeoAI9QmlvK8VTgaGw+MB+BvUUp0a/MKxlr0maLaskx6awMfQZFOjQ7QrAZ/GBAjShFi4iSoN+n7z5BGleazzV35DDj4kTLKNhsY5CIOZMfbEW6VDMr+yFd9Jt3lkQhUVAAAS7ISEYUVIBHKA91HI+/fjlNFbQ0nRPMIkxE1zIlzeJrM0lh6wvmPGHiB+ubVIoim1FAzRNg+u7CVtcjcJyxNgURYYKVh6zP+9WLvHkMZmQ+/3xfyZFcTRdXjEIdVyfflATNKhjuUAGmUCjZoRZEv0AFeIQht9fhMzGKdbt/aNhOav8SshUF10+uZapXa5XOZoV5Ii5lf7IYPOkxZ7YjCCQaNmQfQNcY1IR+e2YTwojZYrCagNOPgeUl9frJ1kFyoqeGb6ZUNILZXrCKfknkOyjIMrSmbn26BkUPFeARwh92zMK/9k9Fe/R7iIq89tWa5aW03XbNloM+xUyPPpWqL6TLwEi3bBkw+sIEfScKAFqRoYydnwHDNcl5QI/fnMnqSJdZwelS6MgfCgmAYmcho6e7hWy50lD9abQXUv9IWQmvLS7BlsjnTwplKEIFeAQQaq3GE7vPRuO+UZZeJKMrGQkgbSW0dIsr+gvFrliKstYaKblk2RwNhyMOg1CSVkD68y0R2J7W7skoG8ju3xIyTQpyplxmJZkHrS1ysViObIaIL4l+CZLDpomwLT5IokstiH6BCjCFQskOFeB+gQrwMCbUWo0XIxX41/5TLKNf8pWcQWq0STzeXFbE9dZ+yJaKpjWXNC/USKQu1AB6rAMgNRo1L4RIZ3do1xYYKLwxEgaM2RK5RMZWC0fIWBSBSbqmjOqXJzMhZB6Qtc+U1A1WIDmYnC0IysiACvAw5Vf/PRmvdZyOxmAJ4oLdWnzJc16BLaqKmbmqWTayia95Ii5lv4UI20yWSDr0ecKAccVcLmSaaJR4BogCMm+DYtc1E+VlyxVt6UjoUt20e/GS6knz6rhlAIgwBtuBlADlQP4QMpoIa9cxpZ+Z7Qd2IO0IuhS5X6ACTKFQsqIoMpQ+VjPr6/kjESrAwwC5vQ4A0CJ1YX20BtuiVXhnz7GGtCjzRJQGL6srzZIWRLYVcIVCb2/ktCrOZBmktEbSrZhLgbSBF3osDfNEY8okGHkdUdPFtFbvvC5tzS1r11PsirHPnX5sptdaVKwrziNzpA+fLvtBJPdMRr/Jn0BP9MvGZUPkq496B7QYj6L0PYKlHnAKVICHKHJ7HcJyDEFFREBm0SCOwjtd0/Dh/ipDacSUouBmTEXCcyGXAjt6iA1h9pT1aW6ZSl1aibN2vLmymu46Cq+kiK753mR8xmtnfk1IeG3aPplPjpUDRK86XuJbE5HVo5j+KIheBVy4x4bgIvmXoBxQy4EyIFABHoKQiLdRktEgjkGjUIqm+GhNfAFjRTBLLPJhCxEF6/1eQ5ffNCIMpN8GGMtXpkMfzUq8btzR7Kl12dq/m7cZKpWFrY+zR9QxJDzJNLPkOFI6SieMzTntEWM3DHW7dflJEv1mghlIQVYK4AHTCDgFKsAUCiU7sgwwtCNGoaECXEDk9jrYyrb3+TphOYZGScbbkTp8GqlEV5qW6Hr0/q95Wa7+q7o21gJ4weYVcvoo2Aqr7T3bjFFwakSsRrip1zC2f9ePwyZCZyEk9+VhraSr20u2cxFA4sj1GcRLjJ8nK/R8Pvaw8VwS+RLfV59+ZmVH6O0HJjag7i+lH6EC3EeIXUAItVZnPN5rc2rPrcRabq/TxHdjcJKl8JoLkmcSXzP6fGBzw81cfF9z2pmVCJPterLZAyqpVoT2tV5gNG9af4+Ulkii8SfJvdVPflmRqUi65aq15KQZF+4RUiLI5mXHXCS3cpSW9x4qvi+1IPoFKsAUCiUriixD6aMFQdPQUqEC3Af06WEBWY08A5Iz0ykgFaX8bAz+lnL4GDVU9Nqc+EyMYmtsPLZFp+HLrnGGdjh624EUo8mVXLMgcsl+yLToQo/VAo2MDSpNK8O0+wFpq6iZr2c1Nn3k2ZuavOmO16eMAclJM0FdWJENq5SzjMcPlSiYUnCoAOcBEdywHAMAXYrYGO2YgOQ2nBM0vdZTw3cYzns3NBNt3T6tCWQm6wGwLg6jVQVL5v8C0PJXcxHibCKsF1Z9ZkO2bIN04qj3Zm0me4Fcn1gmqR2Yddfn0xSN53MTYeLlarm5nPo8F++YZGbkk1aWkv2QFGXttS4DQnKwgy/C1ILoF6gA54De5w3LMXwsqP8rA7Jf/akTWbPgprxOuLTnTfHR2vNQwmkQ375gJcJ6tPKPOTTozLUUZbbj0tYUziCqNhGQBeuauuQ4S7HnU1/rj8+lKSbQI8L6a+h/mqN1/YIKIL0ImyNeLRJOe7z1BJwtXoAaobkiKwBDBbjQpC+eSqFQKJR+hUbAGZD3HAU5yhpWpAUkJwKyO23UmyniBdRIFwC6EtZesZcTehUFZ8t+6AvpolvLzAbB+rk5Kk33lV4fqebj2eZ6HCv22A3kNZC6zXwckBpJW42PRL+GBSP6++sK7mTzfgFAdiTrICejYMVpBxNLwBYX+9qfIj8UBX3uiEEj4BSoAGfgC7EbXtGGBnEUgMz+ruF5GtEFeoQ3LDq0bV4unnEcpBMvkOoD51pMPFeyTcJpebVpZpvSiaY+HzebWGq5shbi2FfSXUsvuGY/WI+VvUFIJ8b6nF/yWnueRoQlhy2531r0ZAcHWRo4CVZkBUofLQiFCnAK1IKgUCjZUeTCPPqZeDyO6dOng2EYbN261bCPYZiUxyOPPNLvY8rEoArwihUrUj6QsrIybf/ixYtT9s+aNSvjNR999FHMmTMHJSUlKCkpwbe+9S1s3ry5V+PbFq/A1th4BCQ3GoVSBCV32gegRr4k+g0lnNqjS/fQR75hkU8+HIbtBDcnwM0ZwyqrvmQZ4Xt+6dNV88pWqUxvP2hZAWLqI+35aWyJbMeRBxfpsQWsHoDxuf5c8wIMcwQrcT0P83WzLd7IhZRmmzwDwWvTfgpF6kPiGYNtkc7C0DOgk3DDhBtuuAEVFRVp9z/++ONoa2vTHosWLRrA0aUy6BbElClT8Prrr2uvWdb4lXr+/Pl4/PHHtdc8n9kfXb9+Pc4//3zMnj0bTqcTd999N+bNm4fPPvsMlZWVeY0tKLkhSPa0qWRmqwEw2g2AteVgJbY9+3reXzQHL5iUodQyH7KgX5Zs1ZPNKg2tr005810GTCyAXIVbTzrbwkqEs11Tv4quEJhTzYDchNaKgfaAh4MF8c9//hPr1q3D888/j3/+85+Wx/j9fkOQN9gMugDb7faMH4jD4cjrA3v66acNrx999FE899xzeOONN7Bw4cK8xhaSXBAkzlJotWPSTKZZCa/6moc3GdV6TdGtWXxJ/q/eA9bDmVrp5CrCetI1xiw0vRExvV+cOa828/gzibHVsaxVxK87xyqqNY/XvC8b+o4YWnNOngFgs1yOLDs4IJp57qCgKAVoS5+0IEKhkGGzw+GAw5E+KMmFPXv24LLLLsMLL7wAtzt97v2SJUvwox/9CBMmTMCll16Kyy+/HDbb4BkBgy7AO3bsQEVFBRwOB2bOnIk777wTEydO1PavX78eY8eOhd/vx4knnojVq1dj7NixOV8/Go1CFEWMGjUq7THxeBzxeM8vczAYVLdH1K/78UT6j0lIWP/jiZK6XRSN/wETogIxjaAmRMXwXEqov7AJu3o8eS0JRhtCFlnIpBuvlQCbcoHNCzIYiQH02ywESsnD+VCszs9XgBOm8zIIsGQhwHqpyHmuKpE81uK9GsZvFuDk/WXzcbmSvJ4iGn+S50xChKJrQc9I6nNZUn9nB2JyKwGxz+swElB/j6uqqgzbly9fjhUrVvT6uoqiYPHixbjiiiswY8YMNDQ0WB53xx134Jvf/CZcLhfeeOMNXHfddejo6MCtt97a63v3GWUQ+cc//qE899xzyieffKK89tpryoknnqiMGzdO6ejoUBRFUdauXau8/PLLyrZt25S///3vyrRp05QpU6YosVgs53v85Cc/USZNmqR0d3enPWb58uVkmQ990MewezQ3N/f5/2I6uru7lbKysoKNtaysTNmzZ48SDAa1R7r/z7n8v/zggw+UBx98UJk9e7aSSCQURVGUXbt2KQCULVu2ZHxv9957r1JcXFzojywvGEUZOrkhkUgEkyZNwg033IBrr702ZX9bWxtqamqwdu1anHXWWVmvd/fdd+Ouu+7C+vXrceSRR6Y9zhwBy7KM/fv3Y/To0WCY9F8hQ6EQqqqq0NzcjOLi4qzjGUrQsQ8ehRq/oijo6upCRUVFv36NjsViEITCGOE8z8PpzFYvRaWjowMdHR0Zj6mtrcWCBQvw0ksvGf6vSpIElmVx4YUX4sknn7Q8991338Xxxx+P9vZ2jBs3Lvc3UUAG3YLQ4/F4MHXqVOzYscNyf3l5OWpqatLu13PvvffizjvvxOuvv55RfAFrD8rv9+c87uLi4mEpBAAd+2BSiPH7fL4CjSY9TqczZ9EsJKWlpSgtLc163C9/+UusWrVKe93a2opTTjkFzz77LGbOnJn2vC1btsDpdOb1f73QDCkBjsfj+OKLLzBnzhzL/Z2dnWhubkZ5eXnG69xzzz1YtWoVXn31VcyYMaM/hkqhUIYI1dXGGtxerxcAMGnSJIwfPx4A8NJLL6G9vR319fVwuVx46623cMstt+Dyyy/v8wRgXxhUAV66dClOO+00VFdXY+/evVi1ahVCoRAWLVqEcDiMFStW4Ac/+AHKy8vR0NCAn/3sZygtLcWZZ56pXWPhwoWorKzEmjVrAKi2w7Jly/CnP/0JtbW1aG9vB6D+o5B/GAqFcnDBcRwefvhhXHvttZBlGRMnTsTKlStx5ZVXDu7ABtOAPu+885Ty8nKF4ziloqJCOeuss5TPPvtMURRFiUajyrx585QxY8YoHMcp1dXVyqJFi5SmpibDNU488URl0aJF2uuamhpLs3758uUFH38sFlOWL1+e16TgUIGOffAY7uOnFI4hNQlHoVAoBxO0FgSFQqEMElSAKRQKZZCgAkyhUCiDBBVgCoVCGSQOSgH+97//jdNOOw0VFRVgGAYvvPCCtk8URdx4442YOnUqPB4PKioqsHDhQrS2tma8Zi5lMLOV3xzM8T/xxBOW9VJjsZjhuIcffhgTJkyA0+nE0UcfjXfeeWfQx37SSSdZjv273/2udkwhPvtMYyf3OOyww+DxeLTfgffffz/rdZ9//nlMnjwZDocDkydPxt/+9reUY/r6uVOGJgelAEciEUybNg2/+tWvUvZFo1F89NFHWLZsGT766CP89a9/xfbt23H66adnvCYpg/nWW29h48aNqK6uxrx589DS0mI4bsqUKYZ6pNu2bRsS4wfUlVn6sbW1tRlWQD377LP46U9/iltuuQVbtmzBnDlzcOqpp6KpqWlQx/7Xv/7VMOZPP/0ULMvinHPOMRzX188+09gBoK6uDr/61a+wbds2bNiwAbW1tZg3bx727duX9pobN27Eeeedh4svvhgff/wxLr74Ypx77rkG4S7E504Zogx2HtxgA0D529/+lvGYzZs3KwCUxsbGnK+bSCSUoqIi5cknn9S2LV++XJk2bVovR2pNocb/+OOPKz6fL+N1jj32WOWKK64wbDvssMOUm266KdfhGuivz/6BBx5QioqKlHA4rG0r9Gefy9iDwaACQHn99dfTHnPuuecq8+fPN2w75ZRTlAULFmivC/25U4YOB2UEnC/BYBAMw+S1ZjxdGUxSfnPChAlYsGABdu7cWeDRppLr+MPhMGpqajB+/Hh873vfw5YtW7R9giDgww8/xLx58wznzJs3D++9915/DBtA7z77xx57DAsWLIDH4zFsH8jPXhAE/Pa3v4XP58O0adPSHrdx48aUz/SUU07RPtPB+twpAwMV4CzEYjHcdNNNuOCCC/IqnHLTTTehsrIS3/rWt7RtM2fOxFNPPYVXX30Vjz76KNrb2zF79mx0dnb2x9AB5D7+ww47DE888QT+/ve/45lnnoHT6cRxxx2nFT7q6OiAJEkpVaPGjRunLfcerLHr2bx5Mz799FP86Ec/MmwfqM/+5ZdfhtfrhdPpxAMPPIDXXnstY0EZq0pc+s90MD53ysAxpIrxDDVEUcSCBQsgyzIefvjhnM+7++678cwzz2D9+vUGD/XUU0/Vnk+dOhX19fWYNGkSnnzyScvym30ln/HPmjXL0G/vuOOOw//8z//goYcewi9/+Uttu7k8p6IoGUt29pbefvaPPfYYjjjiCBx77LGG7QP12c+dOxdbt25FR0cHHn30Uc3PzdREIJfPdKA+d8rAQiPgNIiiiHPPPRe7du3Ca6+9lnMERspgrlu3LmsZzGzlN/tCb8dPsNlsOOaYY7SxlZaWgmXZlKhr7969Ba+l2tuxR6NRrF27NiX6taK/PnuPx4NDDjkEs2bNwmOPPQa73Y7HHnss7fFlZWUZP9OB/NwpAw8VYAuIAOzYsQOvv/46Ro8endN599xzD+644w7861//yqkMJim/ma28Zr70dvx6FEXB1q1btbHxPI+jjz4ar732muG41157DbNnzy7IuIG+jf3Pf/4z4vE4LrrooqzH9tdnb0ZRFEOxfzP19fUpn+m6deu0z3SgPnfKIDGoU4CDRFdXl7JlyxZly5YtCgDl/vvvV7Zs2aI0NjYqoigqp59+ujJ+/Hhl69atSltbm/aIx+PaNS6++GLDLPTPf/5zhed55bnnnjOc09XVpR1z3XXXKevXr1d27vz/7d19TFPXGwfwby1tKS0kMnAtWMrAATFbZBhwjDpFYWE6eTFR/8BQjHExLrxkiTI3I9W5xbmh7g+3wcKCkmW4Ddmi4UUxFFkRxjpexoQOkAbs6lg2xssEy+jz+8Of98e14NsPdn05n4Q/uPfcc56e6pPbe8p5LlNDQwO98sor5OnpSVarVfD4DQYDVVZWUk9PDzU3N9OWLVvIzc2NGhsbuTYlJSUkkUiosLCQLl26RNnZ2aRQKO4p/rmI/SadTkebNm2adtzZmPvbxT46Okq7d++mixcvktVqJbPZTFu3biWZTEbt7e0zxm4ymUgsFtPBgwepo6ODDh48SG5ubtTQ0MC1mY15Zx5Mj2UCrqmpmXbLSr1ez9WTmu6npqaG6+N+tsG83fabQsefnZ1NAQEBJJVKydfXl1566SWqr693GfvYsWOk1WpJKpVSREQE1dbWCh47EZHFYiEAdPbs2WnHnY25v13sY2NjlJKSQn5+fiSVSkmtVlNiYiJ9//33vD6mi/2rr76i0NBQkkgkFBYWRqWlpS5j/7/zzjyY2HaUDMMwAmHPgBmGYQTCEjDDMIxAWAJmGIYRCEvADMMwAmEJmGEYRiAsATMMwwiEJWCGYRiBsATMMAwjEJaAH2FWqxUikQgtLS1z0v90ZXnuhdFo5MoDJScn37btypUrkZ2dfd9jPUimllCaq/eGeTiwBDxH0tPT75hU5ppGo4HdbsczzzwD4H8J76+//hI0rltZLBYUFRUJHca/5tSpUy71ApnHE9sP+BEmFovvq+jnv23BggX3VPFirkxMTEAikcz5ON7e3hgeHp7zcZgHH7sDFkhtbS2ioqIgk8mgVqvxxhtv4J9//uHOr1y5EpmZmdi1axe8vb2hUqlgMBh4fXR2dkKn08Hd3R2LFy9GdXU177HA1EcQVqsVsbGxAID58+dDJBIhPT0dABAYGIijR4/y+g4PD+eN19XVhRdffJEb69btEQHAZrNh06ZNmD9/Pp544gkkJSXBarXe89z8/fffSEtLg1KphFqtRl5enksbh8OBXbt2wd/fHwqFAsuWLYPRaOS1+fTTT6HRaODh4YGUlBQcPnyYl+gNBgPCw8Px2WefISgoCDKZDESEoaEhvPrqq1iwYAG8vLywatUqtLa28vo+ffo0li5dCnd3dwQFBWHfvn28989gMCAgIAAymQx+fn7IzMy853lgHn0sAQvAZrNhzZo1iIyMRGtrKz7++GMUFhbiwIEDvHbHjx+HQqFAY2MjDh06hP3793OJz+l0Ijk5GR4eHmhsbERBQQHeeuutGcfUaDQoLS0FcOMjv91ux4cffnhX8TqdTqxfvx5isRgNDQ345JNPkJOTw2tz7do1xMbGQqlU4sKFC/juu++gVCqRkJAAh8NxL9ODnTt3oqamBmVlZTh79iyMRiPMZjOvzZYtW2AymVBSUoK2tjZs2LABCQkJ3AbrJpMJ27dvR1ZWFlpaWhAfH4933nnHZazu7m58+eWXKC0t5Z7Hrl27FlevXkV5eTnMZjMiIiKwevVq/PnnnwCAqqoqbN68GZmZmbh06RLy8/NRVFTE9f/111/jyJEjyM/PR1dXF7755hs8++yz9zQHzGNC4N3YHll6vZ6SkpKmPffmm29SaGgoOZ1O7tixY8dIqVTS5OQkEd3YtlCn0/Gui4yMpJycHCIiqqioIDc3N7Lb7dz5c+fO8ar13tzesbm5mYj+t53i4OAgr1+tVktHjhzhHVuyZAm3lWZVVRWJxWLq7+/nzldUVPDGKiwsdHlN169fJ7lcTlVVVdPOw3TxjIyMkFQqpZKSEu7YH3/8QXK5nLKysoiIqLu7m0QiEdlsNl5/q1evpt27dxPRje0n165dyzufmprKq/ycm5tLEomEBgYGuGPnz58nLy8vGh8f510bHBxM+fn5RES0fPlyevfdd3nni4uLSa1WExFRXl4ehYSEkMPhmPZ1E7m+N8zjiT0DFkBHRweio6N5Nb1iYmIwOjqKK1euICAgAABcShqp1WoMDAwAuHEXq9FoeM94b62DNpvxBgQEYOHChdyx6OhoXhuz2Yzu7m54enryjo+Pj6Onp+eux+rp6YHD4eD17+3tjdDQUO73H3/8EUSEkJAQ3rXXr1/nKmhYLBakpKTwzkdFReHMmTO8Y1qtFr6+vrzXMTo66lKJY2xsjHsdZrMZTU1NvDvqyclJjI+P49q1a9iwYQOOHj2KoKAgJCQkYM2aNVi3bh3c3Nh/N4aP/YsQAE1TUJH+uy3z1OO3LgiJRCI4nc4Z+7hf8+bN48a/aWJiwiW2W2OZyul0YunSpfj8889d2k5NcHcy3Vi3cjqdEIvFMJvNEIvFvHNKpZLrZ6Y5nurW0vVOpxNqtdrleTIA7vmx0+nEvn37sH79epc27u7u0Gg0sFgsOHfuHKqrq7Fjxw68//77qK2t/VcW+ZiHB0vAAli8eDFKS0t5SaK+vh6enp7w9/e/qz7CwsLQ19eH3377jSvO2NTUdNtrpFIpgBt3a1P5+vrCbrdzvw8PD6O3t5cXb19fH3799Vf4+fkBAC5evMjrIyIiAidPnuQWru7XokWLIJFI0NDQwH0SGBwcxC+//IIVK1YAAJ577jlMTk5iYGAAy5cvn7afsLAwl696/fDDD3ccPyIiAlevXoWbmxsCAwNnbGOxWLBo0aIZ+5HL5UhMTERiYiJee+01hIWF4aeffkJERMQdY2AeH2wRbg4NDQ2hpaWF99PX14cdO3agv78fGRkZ6OzsxLfffovc3Fy8/vrrmDfv7t6S+Ph4BAcHQ6/Xo62tDSaTiVuEm+nOWKvVQiQS4cyZM/j9998xOjoKAFi1ahWKi4tRV1eH9vZ26PV63p1lXFwcQkNDkZaWhtbWVtTV1bks+KWmpsLHxwdJSUmoq6tDb28vamtrkZWVhStXrtz1nCmVSmzduhU7d+7E+fPn0d7ejvT0dN68hISEIDU1FWlpaTh16hR6e3vR1NSE9957D+Xl5QCAjIwMlJeX4/Dhw+jq6kJ+fj4qKiru+KkhLi4O0dHRSE5ORlVVFaxWK+rr67Fnzx4uge/duxcnTpyAwWDAzz//jI6ODpw8eRJ79uwBABQVFaGwsBDt7e24fPkyiouLIZfLodVq73oemMeEUA+fH3V6vX7G+mFEREajkSIjI0kqlZJKpaKcnByamJjgrl+xYgW36HRTUlISr55YR0cHxcTEkFQqpbCwMDp9+jQBoMrKSiKafqFn//79pFKpSCQScX0NDQ3Rxo0bycvLizQaDRUVFfEW4Yhu1FzT6XQklUopJCSEKisreYtwRER2u53S0tLIx8eHZDIZBQUF0bZt22hoaGjaOZppUXBkZIQ2b95MHh4e9OSTT9KhQ4dc5sPhcNDevXspMDCQJBIJqVQqSklJoba2Nq5NQUEB+fv7k1wup+TkZDpw4ACpVCrufG5uLi1ZssQlruHhYcrIyCA/Pz+SSCSk0WgoNTWV+vr6uDaVlZX0wgsvkFwuJy8vL4qKiqKCggIiIiorK6Nly5aRl5cXKRQKev7556m6upo3BluEY4hYTbhHislkgk6nQ3d3N4KDg4UO546MRiNiY2MxODj4r/whxrZt29DZ2Ym6uro5H+tOrFYrnnrqKTQ3NyM8PFzocBiBsGfAD7GysjIolUo8/fTT6O7uRlZWFmJiYh6K5DvVwoULsW7dOnzxxRez2u8HH3yA+Ph4KBQKVFRU4Pjx4/joo49mdYz78fLLL+PChQtCh8E8ANgd8EPsxIkTePvtt9Hf3w8fHx/ExcUhLy/P5StUD6qxsTHYbDYAN579zvafTW/cuBFGoxEjIyMICgpCRkYGtm/fPqtj3A+bzYaxsTEAQEBAALc4yjx+WAJmGIYRCPsWBMMwjEBYAmYYhhEIS8AMwzACYQmYYRhGICwBMwzDCIQlYIZhGIGwBMwwDCMQloAZhmEE8h9092URgSBuUAAAAABJRU5ErkJggg==\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ds2 = mikeio.read(\"gebco_sound_local_datum.dfs2\")\n", "ds2['Elevation'][0].plot()" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "-3.1" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ds2['Elevation'][0,104,131].to_numpy()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Spatially varying correction" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(264, 216)" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import numpy as np\n", "factor = np.ones_like(ds['Elevation'][0].to_numpy())\n", "factor.shape" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Add some spatially varying factors, exaggerated values for educational purpose." ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "factor[:,0:100] = 5.3\n", "factor[0:40,] = 0.1\n", "factor[150:,150:] = 10.7\n", "plt.imshow(factor)\n", "plt.colorbar();" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The 2d array must first be flipped upside down and then converted to a 1d vector using [numpy.ndarray.flatten](https://numpy.org/doc/stable/reference/generated/numpy.ndarray.flatten.html) to match how data is stored in dfs files." ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [], "source": [ "factor_ud = np.flipud(factor)\n", "factor_vec = factor_ud.flatten()\n", "mikeio.generic.scale(\"../tests/testdata/gebco_sound.dfs2\", \n", " \"gebco_sound_spatial.dfs2\",\n", " factor=factor_vec\n", " )" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ds3 = mikeio.read(\"gebco_sound_spatial.dfs2\")\n", "ds3.Elevation[0].plot();" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Time average" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [], "source": [ "fn = \"../tests/testdata/NorthSea_HD_and_windspeed.dfsu\"\n", "fn_avg = \"Avg_NorthSea_HD_and_windspeed.dfsu\"\n", "mikeio.generic.avg_time(fn, fn_avg)" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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Surface elevationWind speed
count958.000000958.000000
mean0.44985712.772706
std0.1781272.367667
min0.1143556.498364
25%0.37369111.199439
50%0.43174712.984060
75%0.47922414.658077
max1.20288816.677952
\n", "
" ], "text/plain": [ " Surface elevation Wind speed\n", "count 958.000000 958.000000\n", "mean 0.449857 12.772706\n", "std 0.178127 2.367667\n", "min 0.114355 6.498364\n", "25% 0.373691 11.199439\n", "50% 0.431747 12.984060\n", "75% 0.479224 14.658077\n", "max 1.202888 16.677952" ] }, "execution_count": 23, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ds = mikeio.read(fn)\n", "ds.mean(axis=0).describe() # alternative way of getting the time average" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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Surface elevationWind speed
count958.000000958.000000
mean0.44985712.772706
std0.1781272.367667
min0.1143556.498364
25%0.37369111.199439
50%0.43174712.984060
75%0.47922414.658077
max1.20288816.677952
\n", "
" ], "text/plain": [ " Surface elevation Wind speed\n", "count 958.000000 958.000000\n", "mean 0.449857 12.772706\n", "std 0.178127 2.367667\n", "min 0.114355 6.498364\n", "25% 0.373691 11.199439\n", "50% 0.431747 12.984060\n", "75% 0.479224 14.658077\n", "max 1.202888 16.677952" ] }, "execution_count": 24, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ds_avg = mikeio.read(fn_avg)\n", "ds_avg.describe()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Quantile\n", "\n", "Example that calculates the 25%, 50% and 75% percentile for all items in a dfsu file." ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [], "source": [ "fn = \"../tests/testdata/NorthSea_HD_and_windspeed.dfsu\"\n", "fn_q = \"Q_NorthSea_HD_and_windspeed.dfsu\"\n", "mikeio.generic.quantile(fn, fn_q, q=[0.25,0.5,0.75])" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "\n", "dims: (time:1, element:958)\n", "time: 2017-10-27 00:00:00 (time-invariant)\n", "geometry: Dfsu2D (958 elements, 570 nodes)\n", "items:\n", " 0: Quantile 0.25, Surface elevation (meter)\n", " 1: Quantile 0.5, Surface elevation (meter)\n", " 2: Quantile 0.75, Surface elevation (meter)\n", " 3: Quantile 0.25, Wind speed (meter per sec)\n", " 4: Quantile 0.5, Wind speed (meter per sec)\n", " 5: Quantile 0.75, Wind speed (meter per sec)" ] }, "execution_count": 26, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ds = mikeio.read(fn_q)\n", "ds" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "da_q75 = ds[\"Quantile 0.75, Wind speed\"]\n", "da_q75.plot(title=\"75th percentile, wind speed\", label=\"m/s\");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Clean up" ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [], "source": [ "import os\n", "os.remove(\"concat.dfs1\")\n", "os.remove(\"oresundHD_difference.dfsu\")\n", "os.remove(\"extracted.dfs1\")\n", "os.remove(\"extracted.dfsu\")\n", "os.remove(\"gebco_sound_local_datum.dfs2\")\n", "os.remove(\"gebco_sound_spatial.dfs2\")\n", "os.remove(\"Avg_NorthSea_HD_and_windspeed.dfsu\")\n", "os.remove(fn_q)" ] } ], "metadata": { "interpreter": { "hash": "ce8098af3ce22f00283f2dbf9dff06733072d21f076b7f034380a2cf9868eeaa" }, "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.10.6" } }, "nbformat": 4, "nbformat_minor": 4 }