{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Analysing and plotting magnetic resonance data" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This notebook contains a quick example of plotting data stored in magres files, without performing any referencing." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Successfully scraped 2 out of 2 files.\n" ] } ], "source": [ "from matador.scrapers import magres2dict\n", "from matador.plotting import plot_magres\n", "magres, failures = magres2dict(\"*.magres\", as_model=True)" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Li₃P: LiP_CASTEP18\n", "==================\n", "20 atoms. P1\n", "(a, b, c) = 4.1333 Å, 6.0638 Å, 12.5450 Å\n", "(α, β, γ) = 88.4518° 80.5130° 90.0085°\n", "\n", "Li 0.0916 0.3584 0.9424\n", "chemical_shielding_iso = 83.7003\n", "magnetic_shielding_tensor = \n", " [[ 8.16e+01 6.11e-03 -4.30e-02]\n", " [ 1.27e-02 7.99e+01 1.36e+00]\n", " [-5.07e-02 2.13e+00 8.96e+01]]\n", "chemical_shift_aniso = 9.3772\n", "chemical_shift_asymmetry = 0.3284\n", "---\n", "Na₃P: NaP_QE6\n", "=============\n", "4 atoms. Fm-3m\n", "(a, b, c) = 5.0075 Å, 5.0075 Å, 5.0075 Å\n", "(α, β, γ) = 120.0020° 120.0020° 89.9965°\n", "\n", "Na 0.0000 0.0000 0.0000\n", "chemical_shielding_iso = 518.1528\n", "magnetic_shielding_tensor = \n", " [[518.53 -0. 0. ]\n", " [ -0. 518.53 0. ]\n", " [ -0. 0. 517.4 ]]\n", "chemical_shift_aniso = -1.1365\n", "chemical_shift_asymmetry = -0.0000\n", "---\n" ] } ], "source": [ "for doc in magres:\n", " print(doc)\n", " for site in doc:\n", " print(site)\n", " break" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Species as separate figures" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "No sites of Na found in LiP_CASTEP18, signal will be empty.\n", "No sites of Li found in NaP_QE6, signal will be empty.\n" ] }, { "data": { "image/png": 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", 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", 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot_magres(magres, \"P\")\n", "plot_magres(magres, \"Na\")\n", "plot_magres(magres, \"Li\", broadening_width=0.01);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Species as subplots with custom colours and labels" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "No sites of Na found in LiP_CASTEP18, signal will be empty.\n", "No sites of Li found in NaP_QE6, signal will be empty.\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "fig, axes = plt.subplots(2, 1, figsize=(8, 6))\n", "line_kwargs = [{\"c\": \"red\", \"ls\": \"--\"}, {\"c\": \"black\", \"ls\": \"-.\"}]\n", "labels = [\"B\", \"A\"]\n", "plot_magres(\n", " magres, \"Na\", \n", " ax=axes[0], line_kwargs=line_kwargs, signal_labels=labels\n", ")\n", "plot_magres(\n", " magres, \"Li\", broadening_width=0.01, \n", " ax=axes[1], line_kwargs=line_kwargs, signal_labels=labels\n", ")\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Other magres quantities as subplots" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": 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71IAyMwWuITGwrueu77CIiEhHDh48iIULF+LixYsm1Wxe3fttSTUIN27cQN++fUtMDgCgWbNm6NOnD65cuSJl9UREBkV48bIPgmXVWgBYg0BEZEqSkpJU5jUAXt7L5uXlITMzU09R6ZekBMHJyQlKZdmTBVWpUgX29vaSgiIiMiTKfzopW/yTIKh0WiYiIqMWHx+PmTNnqsysfO3aNTg7Oxv9jMhSSUoQRo0ahf379yM2NrbE9xMTE3HgwAGTn0SCiMxDQY2BRdWaKq+JiMj4derUCc2aNUNwcDDi4+Nx4sQJrFy5ElOnTtV3aHqj1ihGW7duVXltZ2cHe3t7jBw5EkOGDEG7du1Qs2ZNpKenIzo6Gvv27YOTkxNatWqlk6CJiCqTUKQGQckaBCIik2FlZYUNGzZgyZIlGDlyJOzt7TF+/HiMGzdO36HpjVoJwieffAKZTFbi5EBhYWEICwuDTCYD8O+kE+np6ZgzZw769eunxXCJiCrfvzUI/zQxYg0CEZFJqVevHtavX6/vMAyGWgmCOQ/zREQk1iBUYw0CERGZPrUShGHDhqm83rJlC9q2bYs2bdroJCgiIkNStA9CwahGREREpkhSJ+U1a9aoPb8BEZGxK9YHgQkCERGZMEkJAgDUrFlTm3EQERks5YtsyCxtILetCgAQctkHgYiITJekBCEoKAh79uzBqVOnSuy4TERkSpQ5mZDZ2EFuYy++JiIiMlVq9UEo6s6dO7CxscHUqVNha2uLunXrwtbWtlg5mUyG3bt3VzhIIiJ9EZRK5P2dAOs6LWDp3BAAkJd8W89RERER6Y6kBGHPnj3iv58/f46EhIQSyxUMfUpEZKwUKXch5GTC2sUDFnbVYencEC/uX9V3WERERDojKUGIi4vTdhxERAapIBmwadAaAGDdwAPZV44g/3k6LKpU02doREREOiG5kzIRkTnIiT8HALB28QAA2Li0/mf5n3qLiYiISJck1SAAQG5uLs6fP4+UlBTk5+eLywVBgEKhwNOnT3H69Gls27ZNK4ESEVW2/Iy/kXZyAyyq1oRdy9cAAFU7vY6nhz9H6sEVsGvlB5ncQr9BEhERaZmkBOHevXsYP348Hj16VGY5uZwVFERk+ARBgJCXAyE3G/kZfyMv9R5y4iPx7LfvoMxMQc3RyyG3sQMA2DbtBPs2/4esywdxL8QX1V79D6xdWsGqRiPIbOwht7GHzNqOfbCIiMhoSUoQVq9ejYcPH6Jnz57o1KkTNm3ahFdeeQWvvvoq4uPjceDAATg6OmLfvn3ajldnBEUu7n7YXt9hEFWecoYoLn8I43LeL/PzFfmsGu9DgKBUAoJS9d///Ff4tZCfByH3eYlrkVlaw3nIh3Dq967K8npTt+PxdxOReX43cm6eLfmz1naQWUitpJWYXEhNSiQnM5W7PelJl2kfl8qOU/J5qMw4jeTcGc01bSxxGsE1XWP4x6jacbi07VUiSb9ef/75Jzw8PPDNN98AAGJjY5GcnIxJkyYBAIYMGYLAwECEhYVh8uTJ2otWhwRBQH52mr7DIKpk5f9xU+sPp9p/JLW1LjXillsAcitAJodcJgdk8pfrlskhk8kB+ctlMgsryKztILe2hcyqCizsnWBZoxGs678Cu1Z+sLCrXmzd8ipVUX/GTuQ+uY2cW38g91EcFGmPILzIgvJFFpS52RBeZEEQlGrsSxFS55aRPCdNJW9P4ueEyo7TSI5LZccpfe4jCZ8zkmNS2XG+PAcmfDxN+ZoGICheSNxe5ZKUIKSlpWHQoEHi65YtW+LkyZPi665du8LHxwdHjhwxmgRBbmWDZqvu6zsMIjIi1rWbwrp2U32HQUREpFWSOgnY2dmpZFwNGzZEdnY27t27Jy5zd3fHgwcPKh4hERERERFVGkkJgru7O86dOycmCc2aNYMgCLh69d/Jg5KTk6FUSqheJyIiIiIivZGUIIwYMQKxsbEYP3484uLi0Lx5czRu3BgrVqzAb7/9ht27d+PQoUNo0aKFtuMlIiIiIiIdktQHYejQobh+/Tq2bNmC+Ph4tGzZEnPnzsXs2bMxZcoUAICFhQVmzpyp1WCJiIiIiEi3ZIL07ttISkqCjY0NHB0dAQBXrlzBwYMHYWNjgwEDBqBly5Zqrys6OhoA4OnpKTUcIiIiIiIqhbr325JnUgaAOnXqqLz28vKCl5dXRVZJRERERER6pFYfhGXLliE9Pb1CG0pNTcXHH39coXWQ6YpNfYyIe3H6DoOIiIjI7KmVINy+fRt+fn5Ys2YNUlJSNNpAYmIiPv/8c/j7++POnTtSYiQz0HvfKowP/17fYRARERGZPbWaGG3atAlhYWFYvnw51q9fj27dusHHxwetW7dG8+bNUa1aNQCAUqlEWloabt68iQsXLuDs2bO4ePEiqlWrhgULFuCNN97Q6c6Q8RMEoQJTzxMRERFRRandB2HEiBHo3bs3fvrpJ2zfvh2//fabeCMnl8thY2ODnJwccW4EQRBQs2ZNzJkzBwEBAbC3t9fNHpBJyReUsJRZ6DsMIiIiIrOlUSflatWqYfLkyZg4cSKioqIQGRmJmJgYpKSkICMjA46OjqhVqxZatGiB1157DV5eXnwaTBpRSh9Ui4iIiIi0QNIoRpaWlujatSu6du2q7XjIzOUzQSAiIiLSK0kzKRPpSgWm5SAiIiIiLWCCQAYlX1DqOwQiIiIis8YEgQwK+yAQERER6RcTBDIoSjBBICIiItInJghkUJRsYkRERESkV5IShKysLG3HQQSATYyIiIiI9E1SguDj44N58+bh9OnTUCr5xJe0h8OcEhEREemXpHkQPD09cejQIRw8eBA1atTAwIEDMXjwYLRq1Urb8ZGZYQ0CERERkX5JqkHYunUrTpw4gblz56JGjRr4/vvvMWLECAwaNAjffvstkpKStB0nmQn2QSAiIiLSL8mdlOvUqYOgoCDs27cP+/fvR2BgIJ4/f47PP/8cvr6+mDBhAvbu3Yvs7GxtxksmjjUIRERERPqllVGMWrRogXnz5iE8PByhoaGoW7cuzp07h/feew/e3t5YtGgREhMTtbEpMnFMEIiIiIj0S1IfhKLi4+Nx4MABHD58GHfv3oUgCPDw8ED//v0RGxuLX375BQcOHMCqVavw2muvaWOTZKLYxIiIiIhIvyQnCI8ePcLBgwdx4MABXL9+HYIgoE6dOggMDMTQoUPRvHlzsez169cxevRohISEMEGgMrEGgYiIiEi/JCUIAQEBuHTpEpRKJapUqYKBAwdi6NCh6NatG2QyWbHy7u7uaN68Oe7evVvhgMm0cZhTIiIiIv2SlCBcuHABnTt3xtChQ9G3b1/Y29uX+5n+/fujdu3aUjZHZoQ1CERERET6JSlBOHHiBOrVq1dmmdzcXDx8+BCurq4AgMDAQCmbIjPDPghERERE+iVpFKNevXph7dq1ZZZZs2YNRo4cKSkoMl+sQSAiIiLSL7VqEK5evaoy+ZkgCLh9+zYiIiJKLJ+Xl4eTJ09CoVBoJ0oyG0owQSAiIiLSJ7UShGfPnmH69OliB2SZTIZDhw7h0KFDpX5GEAQMGDBAO1GS2chnEyMiIiIivVIrQfD29saHH36I1NRUCIKAtWvXolOnTujSpUuJ5a2srFCnTh0mCKQxgU2MiIiIiPRK7U7KY8aMEf8dGRmJESNGYOjQobqIicwYhzklIiIi0i9Joxht27ZN23EQAeAoRkRERET6plaCEBISgu7du8PHx0d8rQ6ZTIbg4GDp0ZFZKNysiDUIRERERPqlVoKwZcsWVK1aVUwQtmzZotbKmSCQOgoPbco+CERERET6pVaCsHXrVri4uKi8JtKWwkObch4EIiIiIv1SK0Ho3Llzma+JKiJf+W+/Aw5zSkRERKRfkjopF8jKyoK9vb34+vTp0zh//jwaNGiAQYMGwdbWtsIBkukTWINAREREZDAkJQh5eXn46KOPsG/fPvz5559wcHDADz/8gP/9738QBAEymQxbt27FDz/8gOrVq2s7ZjIxhTsmcxQjIiIiIv2SS/nQ5s2bERYWhhYtWuDFixfIy8tDaGgo7Ozs8Nlnn2HGjBm4desW1q9fr+14yQQpBdYgEBERERkKSTUI+/fvR6tWrbBz505YWFjg9OnTePbsGd58800MGTIEAHDt2jUcO3YMCxcu1GrAZHoK9zvgMKdERERE+iWpBiExMRHdunWDhYUFAOC3336DTCbDa6+9JpZp3rw5njx5opUgybQVHtq08IhGRERERFT5JCUI9vb2yMnJEV//9ttvsLa2RseOHcVlSUlJcHZ2rniEZPI4DwIRERGR4ZCUILRo0QLHjh3Dw4cPcejQIdy9exddu3YVRy26cuUKjhw5Ag8PD60GS6ZJtYkROykTERER6ZOkPgiTJk3CtGnT4OfnBwCQy+UICgoCAKxevRrffPMNrK2tMW3aNO1FSiaLnZSJiIiIDIekBMHHxwebN2/G1q1bIQgCRo4cKTYvcnJygo+PD2bOnInWrVtrNVgyTUoOc0pERERkMCRPlNaxY0eVPgcFxo0bh3HjxlUoKDIvhZMC1iAQERER6VeFZlIGgNzcXOTm5pb6voODQ0U3QSau8NCmHOaUiIiISL8kJQhKpRJfffUVdu3ahZSUlFLLyWQyxMTESA6OzAP7IBAREemWUlDiXNId2Ftao1aVqqhnX13fIZEBk5QgbNiwAevXr4elpSXc3d1RtWpVbcdFZkQAhzklIiLSpR9vnMfC33eLr++/9akeoyFDJylBCAsLQ61atfDTTz/BxcVF2zGRmeEwp0RERLp1KTlR3yGQEZE0D8Ljx48xcOBAJgekFWxiREREpFtymaRbPjJTkq6W+vXrIz09XduxkJlSGnkNwu1nyZhx6iek5mTpOxQiIqISyfQdABkVSQnCqFGjcPjwYdy7d0/b8ZAZKlxrULg/grGYfuon7L39F1b9FaHvUIiIiEoklzFFIPVJ6oPQqlUrNGnSBCNGjEDfvn3RuHFjWFtbl1iWcyJQeVSGOVUaX4KQnvscAPA8P0/PkRAREZWMCQJpQlKC8NZbb4n/3rlzZ6nlZDIZEwQql0ofBCOsQSgInyMwERGR4WKCQOqTlCCEhIRoOw4yY+ykTEREpFusQSBNSEoQhg0bpu04yIwV7qSsNMJOygVk/ONLREQGigkCaUJSglBYfHw8YmNj8ezZMwQEBODhw4eoXr067O3ttREfmQFjr0Hg31wiIjJ0TBBIE5IHxb116xZGjRqFgQMHYv78+Vi2bBkAYPfu3ejZsycOHTqktSDJtHGiNCIiIt2Ssw8CaUBSgnDv3j0EBAQgJiYGAwcOxKuvviq+16BBAyiVSsybNw/nz5/XWqBkugQjr0EgIiIyeKxBIA1IShBWr16NnJwc/Pzzz1ixYgU6dOggvjd06FDs2LEDtra22LBhg9YCJdOVb+QJghGGTEREZoY1CKQJSQnC77//jv79+8PDw6PE95s3b45+/fohJiamQsGReSg8tKkxJghERESGrugw4hyam8oiKUHIzMyEs7NzmWWqVauGjIwMSUGReTH2TspERESGTqHMV3nNPn9UFkkJQsOGDXHhwoVS3xcEAZGRkWjYsKHkwMh8mMowp0RERIZKoVSW+ZqoMEkJwuDBg3H58mV88cUXUBa5wHJzcxESEoLY2FgMGDBAK0GSaTP2mZSJiIgMXdEaBAUfyFEZJM2DMHHiRPz+++/YsGEDfv75Z1hbWwMAxo4di5s3byItLQ1t2rRBUFCQVoMl06QyzKkRPtHgwBBERGToiiYERRMGosIk1SBYWVnhu+++w7x58+Dk5ITk5GQIgoCoqCjY2dlh+vTp2Lp1q5g4EJWFNQhERES6VawGwQgfyJUnNDQU7u7u2L17d7llg4OD4e7ujtjYWI3XX/Q/Dw8PdOnSBWPHjsW+ffsqsgsGQ/JMypaWlggKCkJQUBCys7ORkZEBe3t7ODg4aDM+MgOFR1IwxlEVjDBkIiIyM0UTgjwzr0Hw9/eHi4sLatasqfFn/fz88Morr4ivFQoFUlNTcfjwYSxYsAC3b9/GnDlztBlupZOUIIwbNw7Dhw/H0KFDAQB2dnaws7NTKbNt2zZs374dR44cqXCQZNoKz4OQb8R32+xgTUREhqpoEyNzH8XI398f/v7+kj87fPjwYssDAwMxbNgwbNy4EaNGjYKLi0tFw9QbtZoY5eTkIDMzE5mZmcjIyEBkZCQSEhLEZUX/S01NxdmzZ/Hw4UNdx08mwFSGOTXF6loiIjINRZsYmXsNgi64urrCz88P+fn5OHPmjL7DqRC1ahDCwsKwbNkylWUbNmwod6bkNm3aSI+MzIZKJ2UjfqLBBIGIiAxV0YTA3H+zgoODsWfPHuzdu1eluVBF1alTBwCQlpamtXXqg1oJwn/+8x9ERUUhJSUFAHD+/HnUq1evxKoTmUwGKysr1K5dG9OmTdNutGSSjL0PQgE+jSEiIkNVdJRAc08QdCUxMRHAv4mCsVIrQZDL5Vi1apX4umXLlhg+fDhmzJihq7jIjJhODQITBCIiMkzFaxD4m6Vt0dHROH78OGxtbdGjRw99h1Mhkjopx8XFaTsOMmOFhzY15j4IeXwaQ0REBqpoJ+U8gQmCVOHh4Xjw4IH4WqFQICEhASdPnoRCocD7778PZ2dnPUZYcZKHOQWAhIQEPHjwALm5uaU2DfHz86vIJsgMmMo8CAr+sSUiIgNVtEmRMU5MaigiIiIQEREhvraysoKjoyO8vb0REBAAHx8fPUanHZIShKdPn2L69Om4dOlSqWUEQYBMJtNoAgoyT4X/SBljm8iCZlHsg0BERIaKoxiVLT4+HkuXLsXly5fh6OiIgIAABAUFlVg2JCSkxGFOTYmkBOGLL77AxYsX0aJFC3Tt2hVVq1aFTCbTdmxkJp4r8sR/5xT6t7Eo+KPLpzFERGSoFIISljI5Bjbxwt7bfxl1nz9ty8vLw6RJk9ClSxcsWbIEt2/fxty5c1G7dm0MHjxY3+HphaQEISIiAq1atcLOnTthYWGh7ZjIzGQrckv8t7Eo6HvAPghERGSoFMp8ONrYobVzfey9/Rd/swpJSkqCl5cXFi9eDFtbWzRu3BjdunVDVFSU2SYIak2UVlRWVha8vb2ZHJBWFK5BeG6MNQj/9D3giBBERGSo8pRKWMrlsJS/vPXjb9a/GjRogFWrVsHW1haCIODChQuIiopC165d9R2a3kiqQXBzc8Pt27e1HQuZqcK1Bs+NsgYhX+X/REREhiZfqYSV3AKW8pcPd42xz5+6NmzYgD179pT4XkBAAPr161fqZ3v06IEnT57A19cXffv21VWIBk9SgjBt2jTMnDkTv/76K/r06aPtmMjM5OS/TArkMplx1iD880e26BByREREhiJPmQ8bC0uzqEFISEhAQkJCie+VN7rmunXr8OTJE3z00UcICQnBokWLdBGiwZOUIMTExMDd3R3vvPMOGjZsCFdXV1hbWxcrJ5PJEBoaWuEgybRl571MCmrY2htdHwRBEMSaA1P+Y0tERMZNIeTDQW4Dq39qEPJM8KHWzJkzMXPmTLXKfvrpp/j000+LLff09AQA5OTkYOHChViwYIF4j6vJ+o2dpARhzZo14r8TExPFaaWL4shGpI7n/9QgONvY437mUz1Ho5nCcziwiRERERkqhVIJC7kcFrKXNQj5/M0SJSUl4erVqyq1C82aNUNeXh4yMzONftIzKSSPYkSkLdl5LxMEJ1s73Eh7Is6hYQwKJwUc5pSIiAyVQpkPK7nFvzUI/M0SxcfHY+bMmTh9+jRq1KgBALh27RqcnZ3NMjkAJCYILi4u2o6DzNjz/DxUsbSCnaU1BAh4ka+AraWVvsNSS+F+B/xjS0REhkohvBzFyOKfPgicB+FfnTp1QrNmzRAcHIzg4GAkJiZi5cqVmDp1qr5D0xtJw5wSaVN2Xi7sLK1hZ/myjZ8xjWRUuAahYLhTIiIiQyIIAnLzX9Yg2PxTg/Ai3/gGBdEVKysrbNiwARYWFhg5ciQ+/PBDjB8/HuPGjdN3aHqjVg2C1AMkk8mwZcsWSZ8l85GTn1ckQciDk55jUlfhjsnsg0BERIYoM+8F8gUlHK2roLqNHQAg7cVzPUdlWOrVq4f169frOwyDoVaCEBkZKWnlxtKOnPQrW5ELJxs7VPmnWZExjWRUONYchQL5/3QCIyIiMhSpL7IAAE629nD6J0F4+iJbnyGRgVMrQWCnZNKl7Lxc1Ld3RJV/ahCMKUFIyckS/y1AQFpuNmrYOugxIiIiIlVPc14mA042dnC2tVNZRlQStRIEdkomXREEQeykXFCDYEyTpaUWShCAlwkDEwQiIjIkBbUFzrb2qG5dRWUZUUnYFoL06kW+AkpBUOmDYEw1CH8/zwQAuFZ9OSxaSpGEgYiISN8KkgEnGztYyi1Q3doWT1/w94pKxwSB9CpL8QIAVBKEzLwX+gxJIwUJgZtj7Zev/0kYiIiIDEVBbXdB/wMnG3uksokRlYEJAulV/LO/AQCNq9ZA42ovn8Lffpasz5A0UvBHt4VjHQCsQSAiIsNTuIkR8HJiUjYxorIwQSC9uv70MQDA3akO3P+5yb6elqTPkDSSIiYItVVeExERGYq0Qk2MCv6fk59nVPMOUeVigkB6Fff0ZTLQ0qkO6tpVQ3VrW1x/anwJghsTBCIiMlC3niVDBhlqV6kKAKhnV/3l8jTjqbGnysUEgfRGEAT88TgeVnILNK1WCzKZDC2d6uHWs2Q8zk7Xd3jlylcqEfP0EWrY2qNJtZqwkMlxNeWBvsMiIiISZeTm4NzjBLSp2QDVbV6OYNTdpQUA4Pj9OH2GRgaMCQLpza5bF3Ej7QmGNGkD23+GOB3VogPyBSWWXzgKpaDUc4RlO/soHknZ6ejfuDWqWtvCp14zXEhOxO1/+lUQERHp2+bY36EQlPBv2FJc1rN+C1jJLfDTzfPsi0AlUmseBHMgCIL214nS11ne5sr67Mv3y/l8GRuoyGcLPi8IApQQoBQEKAWl+FoQ8HLZP++9yM9DjkKB5/m5eK7IQ/LzDNzLeIrfH8fj9MNbqGZti1ltfMV1D2vaFptizmLHrQu4kvIAfg1aonE1Z9SpUg1OtnawllvASm4JK7kcVnILWFlYwlpuUWzW7qJzeMuKLCmrvAAgX5mPfEGAQlAiX6mEQshHjkKBtBfZSMnJwtWUB9h6/RxkkGFUiw4AgP+4dcKphzfxn6PfYlzLV+HmWBvOtvaoYmmNKpZWsLO0hqUWZlkuui/S1qElWpgtXRuxaOWYGMq+GEocWjmmWgjEgK53gzk3hhKHwVwjZVPn572839yXZdTdnnbWJQgCBPF3VhB/W4Uir5WCgNx8BZ4r8pCTn4dsRa74W3vywQ2cS0pAXbtqGN/yVXHdVa1tMd3rNaz6KwK+u7/A/7m2xitO9VDfwRFVrWz+mZvIGrYWVirXW+HTVeryQq8Kn1+1lhc+AGqtv5TPSogPpcShm/2vhAu/gmSCLu6MJYiOjgYAeHp66mX7L/IVaLZ1kV62ba4613HF0i6D4VGjvsry1JwsfHhuPw7diUauMl9P0ZXPwcoGH3cZhFEtOorLvrp8HKv+ijDouImIyDzIIIN3vWb4pOsQNK1eS+W9fKUSa66cwLcxZ1mLUIlWeI/Af9w66W376t5vM0H4R26+AuOOfa/19ZaVJJb39KXc/LKcDLSsd8vddjkbt5DJIZfJIIMMctm//8lkMsj/WSaDDDYWlqhiaQVbSyvYWlihZhUH1Ld3hGeN+qj1T2ep0mTn5eKvv+/hcXY6krLTkfbiORTKfOT981+uMh8KZT5y8/NVnv4UvaCLXuJFnxSV9A2wlMthIZfDUiaHhezlv20sLOFkY4fq1lXg5lgH7Ws3goOVTbHPpuZk4VxSAu6kpyA9NwfPFbnIVrx8qlPRr5s6T7nK/HwFv+0V3n7FNv9yHWZ+DLWh4sdQCzEY+XnQxi+n3r9PWtiJiq5BG+ehvN8rXf7WlvfZyvqttf7nt7ZKwW+trQNcHBzRWo3fWoUyH9EpD3E3IwUPs54hK+8FcvIVyFG8rPkvOEeFL5fSfnML/21RWQ6VD5e8Ho3XX/5ni1InvlLjUCM+qLH+yR7d4dvAvdQYdY0JAhERERERidS932YnZSIiIiIiEjFBICIiIiIiERMEIiIiIiISMUEgIiIiIiIREwQiIiIiIhIxQSAiIiIiIpHBzKScl5cHQRDE4ZeIiIiIiEh7cnNz1ZrJ2WBqEGT/TPxBVBH5+flIT09Hfj5nMibd4rVGlYHXGVUGXmfmQ937bYOZKI1IG65du4bhw4dj9+7d8PDw0Hc4ZMJ4rVFl4HVGlYHXGRVlMDUIRERERESkf0wQiIiIiIhIxASBTEqtWrUwY8YM1KpVS9+hkInjtUaVgdcZVQZeZ1QU+yAQEREREZGINQhERERERCRigkBERERERCImCEREREREJGKCQEREREREIiYIZPCUSiV+/PFHDBo0CO3atYOfnx8++eQTZGZmimXu3r2LqVOnomPHjujSpQsWL16s8j4AZGVlYcmSJfD29ka7du0wadIk3L59u7J3h0zAmTNnMGLECLRp0wa9evXCd999B473QFJlZmbis88+g7+/P9q2bYtBgwZh+/btUCqVKuXUue7U+VtIlJmZiV69eiE4OLjYe7zOCAAs9R0AUXm+/fZbrFq1CoGBgejatSsSEhLw1Vdf4ebNm9i0aRMyMjIwfvx41KxZE59++ilSU1OxYsUK3L9/H9999524nrlz5+Ly5cuYP38+HBwcsGbNGowbNw4HDx5E9erV9biHZEz++usvTJ06Ff3798c777yDCxcuYMWKFcjPz8fkyZP1HR4ZGUEQMHv2bERHR2PWrFlo2rQp/vjjDyxbtgxpaWmYPn06APWuu/T0dLX+FhKFhITgwYMHxZbzOiORQGTA8vPzhY4dOwofffSRyvKDBw8Kbm5uwpUrV4T169cLbdq0EVJSUsT3T548Kbi5uQnnz58XBEEQLl68KLi5uQknT54Uy6SkpAht27YV1q1bVzk7QyZh4sSJwuuvv66ybPny5UK7du2E58+f6ykqMlZXr14V3NzchEOHDqks//DDD4W2bdsKSqVSEAT1rjt1/hYSnTx5UmjXrp3QoUMHYeHChSrv8TqjAmxiRAYtMzMTQ4YMwcCBA1WWN23aFABw7949nDlzBh06dICzs7P4vo+PD+zt7fHbb78BeFllamdnBx8fH7GMs7MzOnXqhFOnTlXCnpApyM3Nxblz59C7d2+V5X379kVWVhYuXLigp8jImI0ePRpdu3ZVWda0aVNkZ2cjJSVF7etOnb+FZN6ePXuGRYsWYf78+ahWrZrKe7zOqDAmCGTQqlWrhkWLFqFDhw4qy8PDwwEAzZs3R3x8PJo0aaLyvoWFBRo0aICEhAQAQHx8PBo0aAALCwuVco0aNRLLEJXn3r17yMvLg6urq8ryxo0bAwCvJdKYh4cHPv74Yzg6OqosDw8Ph7OzM5ydndW+7tT5W0jmbenSpWjWrBneeOONYu/xOqPC2AeBjM7ly5exYcMG+Pr6ws3NDRkZGbC3ty9Wzt7eXuw0lZGRAQcHhxLLZGVl6TxmMg0ZGRkAUOxaKrj+2EmPCsvOzsa+fftKfb927drw8/MrtnzLli2IjIxEcHAw5HK52tedOn8LyfSoe50dO3YMEREROHDgAGQyWbFyvM6oMCYIZFQuXLiAqVOnokGDBggJCQGAMkePKfgjqE4ZovIUHVWmKLmclbL0r/T0dHz00Uelvt+5c+diCcIPP/yAkJAQ9O/fHxMmTACg/nXHv3PmSZ3rrF27dvjwww+xYMECuLi4lFiO1xkVxgSBjMahQ4cQHBwMV1dXfPvtt3BycgLw8mlHSbUAmZmZqFOnjljm77//LlYmKysLVatW1W3gZDIKrpWi11vBU7OSaqnIfNWtWxfXr19Xq6xSqcTy5cuxefNmDBw4EJ999pl4s6XudafO30IyPepcZ7NmzULz5s3x+uuvQ6FQiMsFQYBCoYCFhQWvM1LBx11kFL777ju8++67aNu2LbZv347atWuL7zVp0gSJiYkq5fPz83H//n00a9ZMLHP//v1iT0ju3r0rliEqT6NGjWBhYYG7d++qLC+4/ngtkRS5ubl45513sHnzZkycOBGff/45LC3/fX6n7nWnzt9CMk9Hjx5FZGQkWrduDQ8PD3h4eODBgwfYu3cvPDw8EBkZyeuMVDBBIIP3008/Yfny5ejfvz++/fbbYk/8vb29ERUVhdTUVHHZmTNnkJ2dDW9vbwAvR1jIysrC6dOnxTKpqak4f/68WIaoPDY2NujYsSOOHTumUs1+9OhRVK1aFV5eXnqMjozVe++9h2PHjuG9997DwoULizXTUPe6U+dvIZmnXbt2FfuvVq1a8PX1xa5du+Dh4cHrjFTIhLIakxHpWXJyMvz9/VGjRg0sX75c5aka8PLJGgAMGDAAderUwYwZM5CWloYVK1agTZs22Lhxo1h27NixuH79OubPnw9HR0eEhoYiLS0N+/fv50RppLY//vgDb731Fvr06YMRI0bg0qVLWL9+PebOnYtJkybpOzwyMuHh4Zg+fTp69eqFKVOmFHu/VatWsLa2Vuu6S01NVetvIREA9OrVC507d8ann34qLuN1RgWYIJBB27VrF/773/+W+n5ISAiGDx+OGzdu4JNPPsGlS5dgb28Pf39/LFiwQKVN+LNnz/Dpp58iPDwcSqUS7du3x3vvvSfOqUCkrmPHjuGrr75CQkIC6tSpg4CAAEycOFHfYZERWrBgQZkj0ERERKBBgwYA1Lvu1PlbSASUnCAAvM7oJSYIREREREQkYh8EIiIiIiISMUEgIiIiIiIREwQiIiIiIhIxQSAiIiIiIhETBCIiIiIiEjFBICIiIiIiERMEIiIiIiISMUEgIiIiIiIREwQiIiIiIhIxQSAiIiIiIhETBCIjFRoaCnd392L/eXh4oEuXLhg7diz27dunte0FBQXB3d0dkyZN0sr6goOD4e7ujtjYWK2sryxXrlzBmTNndL6dslTm/hrCdtVRWbGNHTsW7u7uSE9P18r6NIm7pLK7d+9Gnz590Lp1a3Tr1g137twBIP06nTp1qla+m4sWLcLUqVMrtI7KsmrVKowePRpKpVLfoRCZJEt9B0BEFePn54dXXnlFfK1QKJCamorDhw9jwYIFuH37NubMmVOhbSQnJ+P3339HlSpVcObMGTx+/Bh169at0Dr9/f3h4uKCmjVrVmg95Tl58iSmTZuGhQsXwsfHR6fbKktl7a8xMYdjUnQf4+Pj8d///hcODg4YM2YM5HI56tevL/k6TU1NxenTp2FnZ1eh7+aff/6JPXv24JdfftH4s/oQFBSEHTt24IcffsC4ceP0HQ6RyWGCQGTk/P39MXz48GLLAwMDMWzYMGzcuBGjRo2Ci4uL5G3s378f+fn5CAoKQmhoKHbt2oUZM2ZUJGz4+/vD39+/QutQR2pqqkE8Zays/TUm5nBMiu5jbGwslEolxowZo5K4S71O9+/fD4VCgXfeeQcrV66U9N1UKBT48MMPMXDgQDRr1kzjGPTBwcEBkydPxpdffon+/fujVq1a+g6JyKSwiRGRiXJ1dYWfnx/y8/Mr3Lxm7969qF69OoKCglC1alXs3r0bgiBoKVIi85GbmwsAcHJy0sr69u3bB0dHR0yYMAGOjo6SvptHjx7F3bt3MXbsWK3EVFlef/11CIKAbdu26TsUIpPDBIHIhNWpUwcAkJaWBgA4d+4c3N3dNboRiIuLw/Xr19G1a1fY2trC398fDx48wNmzZ4uVLWhv/ezZMyxevBje3t7w9PTE8OHDcfTo0RLLFm6brVAosGbNGgwaNAht27ZF586dERgYiD/++KPYtp48eYIPP/wQPXv2ROvWrdGzZ098+OGHePLkico23nvvPQBASEgI3N3dcf/+fQAv26X36tULp06dQq9evdCmTRu88847aq+78D6kpKRg/vz56NixIzp37oy3334bN2/eLHd/gZdPjj/55BP06tULXl5e6Nu3L7788ktkZWWVe240+Wx6ejqWLl0KHx8feHl5YdiwYTh8+HCJ683MzMTnn38Of39/tG7dGt27d8fixYuRkpJSbJ9atWqFp0+fYtGiRXj11VfRrl07BAYGIjExEbm5uVixYgV8fHzQvn17jB07FnFxcVo7Jjdu3MD8+fPF89S+fXu88cYbxa41dWly/QHqHdPC+9irV69i12NoaGiZ12lZbt68iWvXrqFbt26wtrZG3759S/1ulmXz5s1o2rQpWrduXWLsmlzf6patyHVTwMHBAa+99hp++uknZGdna7TPRFQ2NjEiMmGJiYkA/k0UXFxcMGPGDI2aG+3duxcAMGDAAPH/e/bswc6dO0ttK/3WW28hLS0N/fv3R3Z2Nvbv34933nkH3377bZntq5cuXYqffvoJnTt3Ro8ePZCRkYFDhw4hMDAQmzdvRpcuXcT9+s9//oO///4b3bp1Q//+/XH9+nX8/PPPOH78OH788Uc0bNgQ/v7+SE9PR0REBHx8fNC2bVtUq1ZN3N7Tp08xe/Zs+Pn5wcHBAc2aNVN73YVNmjQJycnJGDFiBB4/foxjx44hMjISP/zwA1q2bFnq/iYnJ2P06NF48OABunTpgr59+yImJgbr16/H5cuX8e2338LSsuQ/05p+ds6cObCxscGAAQOQlZWF/fv3Y/bs2bC2toafn59YLiMjA2PGjMGNGzfQtWtX9OnTB/fv38eOHTtw+vRp/PTTT6hdu7ZYXhAEjBs3DkqlEsOGDcONGzdw5swZTJkyBY0bN8aNGzfQr18/JCcn48iRI5g8eTKOHj2KKlWqVGi/rly5grFjx8La2hp9+vSBs7Mz7t69i4iICMyaNQvr16+Hr69vqce+JOpef5oe0wLjxo1DZGSkyvXYuXNnZGRklHmdlqbgu/l///d/AIDBgwfj559/LvO7WVRiYiKio6PLbMevyfWtblltXTc+Pj44fPgwzpw5gz59+qi1z0SkBoGIjNJXX30luLm5CWFhYSW+f+XKFaFVq1aCl5eXkJKSImkbCoVC8Pb2Ftq1ayfk5OQIgiAIeXl5QteuXQUPD49i6124cKHg5uYmvP7660JWVpa4/JdffhHc3NyE2bNnFysbExMjCIIgZGRkCC1bthQCAgKK7Yebm5swc+ZMcdm4ceMENzc3YceOHSplt2/fLri5uQnjxo0Tl4WFhQlubm7C5s2bVcq++eabgpubmxASEqKyXJN1F+yDr6+vyrE4cuSI4ObmJrz55pul7q8gCML8+fNLjO2DDz4Q3NzchKNHjwqlUfezBdsdNmyYkJmZKZY7duyY4ObmJkydOlXl8x999JHg5uYm/PDDDyrLw8PDBTc3N2HWrFnF9mnkyJHCixcvxOWjR48W3NzchF69egkZGRni8uDgYMHNzU04efJkhY/JxIkThVatWgm3bt1SKXfw4EHBzc1NePfdd8VlBef62bNnJR9MQbPrT5NjWnQfS7seS1temvz8fKF79+5Cx44dxWOvVCoFX1/fEr+bpdmxY4fg5uYm7N27t9h7Uq5vTcpKvW4Ki42NFdzc3ISlS5eqtb9EpB7WIBAZufDwcDx48EB8rVAokJCQgJMnT0KhUOD999+Hs7OzpHWfPXsWycnJGDp0KGxsbAAAlpaW6NevH7Zv3459+/bhrbfeKva5gIAA2NnZia979uwJACpxFqVUKiEIAh49eoTk5GSx06GnpyfCw8PFkVkePXqEP//8Ex07dsTIkSNV1jFmzBjs3r0bf/75J+7fv48GDRqUu4+FnzpKXfe0adNUjnHfvn3RoUMHREZGIikpSazBKSw3NxfHjh2Dq6srJkyYoPLelClT4OTkVGrHSymfHTduHOzt7cXXPXv2hFwuV2nKolAosHfvXrRo0QIBAQEqn/fz80P79u1x7NgxZGZmwsHBQXzvP//5D6ytrcXX7dq1w6VLlzB69GiVcl5eXti9e3ep14Em+zVhwgSMGDGiWKfagqf8RZtDlUfd668wdY6prvz5559ISkrCiBEjxGMvk8kwaNAgrF+/vtTvZlExMTEAgObNm5daRpPrW5Oy2rhumjZtCrlcjqtXr5a7r0SkPiYIREYuIiICERER4msrKys4OjrC29sbAQEBFRras2AehYImDAUGDRqE7du3Y9euXSXehDRp0kTlddWqVQH820GzJNWqVcOAAQNw8OBB+Pr6ol27dujRowd8fX1Vbl4K2qt37NixxPW0b98e0dHRiIuLUytBKFxG6ro7depUrKyXlxcuXLiAuLi4EhOExMREZGdno23btsXec3FxKXNoWimfdXV1VXltZWUFe3t7lXb9CQkJyM7ORn5+PkJDQ4ut48WLF8jPz8f169fRoUMHcXmjRo1UyhUkh0WPf0GSWdp1oMl+de/eHcDLJklxcXFITExEQkICLly4AADIz88vcRulUff6K0ydY6orBc2LBg4cqLJ88ODBWL9+fanfzaIKEqmyOk1rcn1rUlYb1421tTUcHBzw9OnTUuMnIs0xQSAyciEhISUOc1pRmZmZCA8PB4BSJ2C6desWLl68iPbt26ssL/xUEHj5ZBNAuaOrfPbZZ2jdujV2796NyMhIREZG4vPPP0fr1q2xbNkyvPLKK8jMzATwb9JRVEH7+JycnHL28CVbW1vx31LXXVICUDDufUZGRonrevbsGQCoPClVl5TPFtxklaVgIrHbt29jzZo15W6/QOHaosKKXgfl0WS/Hj58iGXLluH48eMQBAFyuRyurq7o0KGD+FRcU+pcf4Wpc0x1ITs7G8eOHUOtWrWK9Yto1qwZWrdujatXr5b43Syq4Jov/D0oSpPrW5Oy2rpuqlSpUuyaJKKKYYJARCU6cuQIcnJy4OnpiVatWhV7PyEhAZGRkdi5c2e5NyHqsrKywsSJEzFx4kQ8fPgQZ8+exZEjR8TOixEREWKTjqSkpBLXUXCT6+joqPH2pa47JyenWOfJgpuh0p7MFmyrtKfN2dnZpd5AVeSzZSlY75AhQ7B8+XKNP19R6u6XIAiYMmUKbt26hSlTpsDf3x8tWrSAra0t/v77b+zcuVPS9tW5/qysrCTvn7b8+uuvyM7OxogRI2BhYVHs/cGDB+Pq1atqfTerV68O4GWiUFpTRE2ubynfhYrKyMgQ94OItIPDnBJRiQqaFwUHB+Pjjz8u9t9nn30GuVyOI0eOiE8hK+LevXv44osvcOLECQBA/fr1MXLkSHz33Xd49dVXkZSUhPv374tPcS9evFjieqKioiCTycRmIQW1F+rQdN0FoqOji5W9dOkSLC0t4eHhUeK6mjRpAisrK1y5cqXYe0lJSWjXrh0++OADrX+2LE2aNIG1tTWuXbtWYm3P999/j3Xr1umsOYe6+3X9+nXcuHEDvXv3xpw5c+Dp6Sk+AY+PjwdQfm1VUepef7qiyXVaWvOiAgMHDoSlpaVa382CvhZlnVNNrm8p34WKePHiBbKzsys8szsRqWKCQETFPHjwAFFRUXBxcVFpa15Y/fr18eqrryI7OxsHDx6s8DZtbW2xceNGrF69WqWtcW5uLpKTk2FtbY1atWqhfv366NKlC65evYr/9//+n8o6du7ciYsXL6JLly7iDUPBUJ95eXnlxqDpuguEhoaq3IgdOXIE586dg5+fX6k1GTY2Nujbty/i4+OxY8cOlffWr18PAOjatavWP1uWgiE7b926hc2bN6u8d+7cOSxfvhxhYWE6e1qr7n4VNEFJTU1VKZOWlibWfCgUCo22re71pyvqXqePHz/GuXPn0LBhwxL7agBAjRo10K1bN7W+my1atACAYnMVFKbJ9S3lu1ARN27cAIAyhxMmIs2xiRGRGbl//z727NkDFxeXMvst7Nu3D4IgYNCgQWU+2Rw+fDh+//137Ny5E6NHj65QbLVq1cL48eOxefNmDBw4UBwR5vTp04iPj8fbb78ttk3/+OOPERAQgCVLluDYsWNwd3fHjRs3cPbsWdSuXRtLly4V11vQJvrHH3/Es2fPMHbs2BLbSRfQZN0FEhISMHToULz22mtISkpCeHg46tSpg+Dg4DL3ecGCBbhw4QI++OAD/Prrr2jRogWio6MRFRUFf39/ce4JbX+2LAsXLsSlS5fw2WefISIiAl5eXkhKSsKvv/4KS0tLfPLJJ5DLdfdsSZ39UiqV8PLyQlRUFMaMGYP27dvj6dOnCA8PR25uLqpUqaJxLYcm158uqHud/vLLL1AqlcjOzi5zwsOCEX/K+2727NkTMpkMFy5cwOuvv15iGU2ub6nfBakKavu8vb11sn4ic8UEgciMPHjwAGvWrEHnzp3LTRCAl22Zy9K7d29UrVoV0dHRuH79eoXjmz9/Pho3boydO3diz549yM/PR/PmzfHpp59i2LBhYjlXV1eEhYVh7dq1OHnyJKKiolC7dm2MHTsW06ZNQ40aNcSynTp1QkBAAPbt24ft27ejW7duZSYImqy7wMqVKxEWFoawsDBUqVIFQ4cOxezZs8vcDvDypnDnzp0IDQ3FiRMn8Mcff6BOnTqYNm0a3n77bZ19tizOzs7YsWMHvvnmGxw7dgzbtm2Ds7MzevXqhbffflvnT2rV2S+5XI5169bhiy++wNmzZ3Ht2jXUrVsXPXr0wLRp07By5UqEh4cjMTGx2Eg5ZVH3+tMFda/Tgu9mSkqKWkO5Fnw33d3dS3y/du3a8PT0xB9//AGlUlli8qfJ9S31uyDV2bNnUa1aNfTo0UMn6ycyVzJB04aaREQE4GX/jD179mDv3r3FRrghMhYHDx7Eu+++i02bNqk8idfk+tbHdyEpKQm+vr6YPHkyZs+eXSnbJDIX7INARERkxvr37w9XV9di/T4M3e7du2FjY4Px48frOxQik8MEgYiIyIzJ5XK8//77+PXXXxEXF6fvcNSSnp6O77//HtOnT9fZ8KlE5owJAhERkZnr2bMnhg0bhpUrV+o7FLVs3LgRjRo1Umu2aCLSHPsgEBERERGRiDUIREREREQkYoJAREREREQiJghERERERCRigkBERERERCImCEREREREJGKCQEREREREIiYIREREREQkYoJAREREREQiJghERERERCRigkBERERERCImCEREREREJGKCQEREREREIiYIREREREQkYoJAREREREQiJghERERERCRigkBERERERCImCEREREREJGKCQEREREREIiYIREREREQkYoJAREREREQiS30HUODSpUsQBAFWVlb6DoWIiIiIyOTk5eVBJpOhXbt2ZZYzmARBEAQIgqDvMIiIiIiITJK699oGkyAU1Bx4enrqORIiIiIiItMTHR2tVjn2QSAiIiIiIhETBCIiIiIiEjFBICIiIiIiERMEIiIiIiISMUEgIiIiIiIREwQiIiIiIhIxQSAiIiIyE8oX2foOgYwAEwQiIiIiM/Ds9Pe4NaUqMv86oO9QyMAxQSAiIiIyA2nHQgEA6We26jkSMnRMEIiIiIiISMQEgYiIiIiIREwQiIiIiIhIxASBiIiIiIhETBCIiIiIiEjEBIGIiIiIiERMEIiIiIiISMQEgYiIiIiIREwQiIiIiIhIxASBiIiIiIhETBCIiIiIiEhkKfWDsbGxOHfuHK5du4bU1FSkp6fD1tYWdevWRcuWLeHt7Y2WLVtqM1YiIiIiItIxjRKE3Nxc7Nu3D5s3b0ZCQgIEQSix3P79+/H555+jadOmCAwMxJAhQ2BhYaGVgImIiIiISHfUThBOnDiBJUuW4PHjx/Dy8sK0adPQunVrtGjRAk5OTqhSpQrS09Px9OlT3Lx5ExcuXMAff/yB999/H2vWrEFwcDD69Omjy30hIiIiIqIKUitBmD17Nk6cOIHRo0fjzTffRKNGjUos5+TkBCcnJzRt2hR9+/YFAFy5cgU7duzAu+++C39/f6xatUprwRMRERERkXaplSBYW1vjyJEjqFevnsYb8PLygpeXFyZPnozVq1dr/HkiIiIiIqo8aiUIy5cvr/CGGjVqhJUrV1Z4PUREREREpDtaH+ZUoVBoe5VERERERFRJJCcId+7cwYoVK8SRjB48eIDRo0fD09MTPXr0wJ49e7QWJBERERERVQ5JCUJMTAyGDRuGTZs24eHDhwCADz74AJcvX0ajRo2Ql5eH999/H6dOndJqsEREREREpFuSEoSvv/4aSqUSq1atQr169fDgwQP8/vvvaNu2LY4cOYIjR46gbt262Lx5s7bjJSIiIiIiHZKUIFy4cAEDBgxA3759IZfLceLECQDAoEGDIJPJUL16dfj5+eHq1ataDZaIiIiIiHRLUoKQmZmJWrVqia9/++03yGQy+Pj4iMusrKxKnWmZiIiIiIgMk6QEwcXFBTdv3gTwMlmIjIxEw4YN0bhxY7HMn3/+CRcXF+1ESURERERElUJSgtC9e3ecPHkS7733HoKCgvDixQsMGjQIAHD58mVMnToVcXFx4jIiIiIiIjIOak2UVtTs2bORkJAgDmXatm1bBAUFAQCOHj2KkydPok+fPhg/frz2IiUiIiIiIp2TlCDY2dlh48aNuHnzJpRKJdzd3cX3Bg8ejH79+sHLy0trQRIRERERUeWQlCCsWbMGXbp0QadOnYq917JlSwDAiRMncPz4cSxdurRiERIRERERUaWR1AdhzZo1iIyMLLPMqVOnsG/fPklBERERERGRfqhVg7B9+3bs2rVLZdmPP/6I8PDwEsvn5eXh9u3baNCgQcUjJCIiIiKiSqNWgjBkyBCsXbsWqampAACZTIa///4bf//9d8krtbREvXr18N///ld7kRIRERERkc6plSA4ODjg999/F1+3bNkSM2bMwIwZM3QWGBERERERVT5JnZS3bt3KSdCIiIiIiEyQWglCZmYmrK2tYW1tDQBo1aqVuLw8Dg4OFQiPiIiIiIgqk1oJQqdOnTB9+nSxSVHHjh0hk8nK/ZxMJkNMTEzFIiQiIiIiokqjVoLQsWNHlRGJSpr/gIiIiIiIjJ9aCcK2bdvKfE1ERERERKZB0kRpRERERERkmiSNYgQAT58+xa+//ooHDx4gNzcXgiAUKyOTyRAcHFyhAImIiIiIqPJIShDi4uIwfvx4pKenl5gYFGCCQERERERkXCQlCF988QWePXuGUaNGoUePHqhatapaoxoREREREZFhk5QgnD9/Hr6+vvj444+1HQ8REREREemRpE7KcrkcTZs21XYsRERERESkZ5IShI4dO+L8+fPajoWIiIiIiPRMUoIwf/58JCQkYNmyZUhKStJ2TEREREREpCeS+iAsWbIE1atXx/bt27F9+3bY2NjA2tq6WDmZTIZz585VOEgiIiIi0pbSR6AkAiQmCPfv3wcA1KtXT6vBEBEREZGOlTFEPREgMUE4fvy4tuMgIiIiokogCEp9h0AGTlIfBCIiIiIyUqxBoHJIqkGIiIhQu6yfn5+UTRARERGRLrAGgcohKUGYPn262jMnx8bGStkEEREREekCEwQqh1YThOfPnyMxMRGnTp1CmzZtMH78+AoHSERERETawz4IVB5JCcLMmTPLfD8mJgZjxoxBRkaGpKCIiIiISEeUTBCobDrppNyqVSv069cPmzZt0sXqiYiIiEhTYusPdlKmsulsFCMnJyfcvXtXV6snIiIiIk0UjF7EJkZUDp0kCKmpqTh69Chq1aqli9UTERERkab+SRAEJWsQqGyS+iDMmDGjxOVKpRLPnz/HlStXkJ2djenTp1coOCIiIiLSDgGsQSD1SEoQwsPDy3y/evXqmDBhAqZNmyYpKCIiIiLSsoLEgAkClUOrE6XJZDJYWVmhRo0akMs5STMRERGRwVAyQSD1SEoQXFxctB0HEREREenUP30QBOPqgxAaGoo1a9agc+fO2LZtW4ll0tPT0alTpzLLaCuOoiwtLeHg4AA3Nze8/vrrGDJkiE62X5kkJQhEREREZFwEI69BiIyMxM6dOzFy5Ei9xuHn54dXXnlFfK1QKJCamorDhw9jwYIFuH37NubMmaPHCCuOCQIRERGROShIDIx4orQVK1bA19cXNWvW1FsM/v7+GD58eLHlgYGBGDZsGDZu3IhRo0YZdYsbdhQgIiIiMgf/JAiCkdYgtGrVCs+ePcOyZcv0HUqJXF1d4efnh/z8fJw5c0bf4VQIEwQiIiIic2DkoxhNmjQJTZo0weHDh3HixAm1PnPjxg3Mnz8fPXv2ROvWrdG+fXu88cYbOHr0qE5irFOnDgAgLS1NJ+uvLEwQiIiIiMyAsfdBsLa2xtKlSyGTybBkyRJkZWWVWf7KlSsYOXIkTp48CR8fH7z11lvw8fFBdHQ0Zs2apXaSoYnExEQA/yYKxooJAhEREZFZKJgozbhGMSqsU6dOGDVqFB49eoQvv/yyzLKrV6+GQqHATz/9hP/973+YO3cuvvrqK6xYsQIAcODAAa3GFh0djePHj8PW1hY9evTQ6rorm846KcfFxSEuLg5Dhw7V1SaIiIiISF1G3gehwLx583D8+HFs374dgwYNQps2bUosN2HCBIwYMQLNmjVTWd6lSxcAQEpKiqTth4eH48GDB+JrhUKBhIQEnDx5EgqFAu+//z6cnZ0lrdtQ6CxBCA8Px9q1a5kgEBERERkAY29iVKBatWr44IMPMGvWLCxatAi7d+8usVz37t0BAMnJyYiLi0NiYiISEhJw4cIFAEB+fr6k7UdERKhMGmxlZQVHR0d4e3sjICAAPj4+ktZrSHSWILRs2ZLJAREREZGhMIFhTgv07dsXfn5+iIiIwLfffouAgIBiZR4+fIhly5bh+PHjEAQBcrkcrq6u6NChA2JiYlTKxsfHY+nSpbh8+TIcHR0REBCAoKCgErcdEhJS4jCnpkRnCYK/vz/8/f11tXoiIiIi0oSRj2JU1OLFi3Hu3Dl8/fXX8Pb2VnlPEARMmTIFt27dwpQpU+Dv748WLVrA1tYWf//9N3bu3CmWzcvLw6RJk9ClSxcsWbIEt2/fxty5c1G7dm0MHjy4snfLILCTMhEREZE5MJE+CAXq1KmDd999Fy9evMDixYtV3rt+/Tpu3LiB3r17Y86cOfD09IStrS2Al7UFwMskAgCSkpLg5eWFxYsXo3HjxvD19UW3bt0QFRVVuTtkQCpUg5CZmYnw8HDExcUhOzsb1atXh4eHB3r16gVra2ttxUhEREREFVRwQ2zMoxgVNWbMGOzfvx+XLl1SWV5wH5qamqqyPC0tDcuXLwfwsnMxADRo0ACrVq0C8PIYXbx4EVFRUcWSDnMiOUH4+eef8dlnn+H58+f/XnAAZDIZnJ2d8cknn6Bnz55aCZKIiIiIKsjEmhgBL+87ly1bhqFDhyIvL09c7urqCi8vL0RFRWHMmDFo3749nj59ivDwcOTm5qJKlSp4+vRpsfX16NEDT548ga+vL/r27VuZu2JQJDUxOnr0KBYvXgw7OzvMmTMH33//PXbu3Im1a9ciMDAQOTk5mD59erFsjoiIiIj0xERGMSqqefPmmDx5ssoyuVyOdevWYfjw4bh//z62bduG8+fPo0ePHggLC4O3tzfu3LkjTmxWYN26dVi3bh2uXbuGkJCQytwNgyITBM3rmUaOHIn79+8jLCwM9evXL/Z+fHw8Ro8eDQ8PD2zZskWtdUZHRwMAPD09NQ2HiIiIiMpxa6ojlDkZsKzRGE1X3tZ3OAbt4MGDWLhwIS5evGhSzebVvd+WVINw48YN9O3bt8TkAACaNWuGPn364MqVK1JWT0RERERaJphgEyNtSEpKUpnXAHh5L5uXl4fMzEw9RaVfkhIEJycnKMsZQ7dKlSqwt7eXFBQRERERaZnYaMR0OilrQ3x8PGbOnKkys/K1a9fg7Oxs9DMiSyUpQRg1ahT279+P2NjYEt9PTEzEgQMHTH4SCSIiIiKjUTDMqQlMlKZNnTp1QrNmzRAcHIz4+HicOHECK1euxNSpU/Udmt6oNYrR1q1bVV7b2dnB3t4eI0eOxJAhQ9CuXTvUrFkT6enpiI6Oxr59++Dk5IRWrVrpJGgiIiIi0hCbGJXIysoKGzZswJIlSzBy5EjY29tj/PjxGDdunL5D0xu1Oim3bNkSMpkMZRWVyWQAUGzI09JqGYpiJ2UiIiIi3bkRaAPkK2BRrTaaffVI3+GQHqh7v61WDYI5D/NEREREZBJMdJhT0j61EoRhw4apvN6yZQvatm2LNm3a6CQoIiIiItIy9kEgNUnqpLxmzRq15zcgIiIiIv1SbSbOUYyobJISBACoWbOmNuMgIiIiIl0pnCCwBoHKISlBCAoKwp49e3Dq1KkyOy4TERERkQEo3O+AfRCoHGr1QSjqzp07sLGxwdSpU2Fra4u6devC1ta2WDmZTIbdu3dXOEgiIiIiqoBCSYHABIHKISlB2LNnj/jv58+fIyEhocRyBUOfEhEREZH+qHRMZoJA5ZCUIMTFxWk7DiIiIiLSlcJJAfsgUDkkd1ImIiIiImPBUYxIfZJqEAAgNzcX58+fR0pKCvLz88XlgiBAoVDg6dOnOH36NLZt26aVQImIiIhIIiX7IJD6JCUI9+7dw/jx4/HoUdnTdMvlrKAgIiIi0jeBTYxIA5IShNWrV+Phw4fo2bMnOnXqhE2bNuGVV17Bq6++ivj4eBw4cACOjo7Yt2+ftuPVqadHVyHn7iV9h0FERESkXYrcf/8tKPFow3j9xWLG6kxYD7l1FX2HUS5JCcKff/4JDw8PfPPNNwCA2NhYJCcnY9KkSQCAIUOGIDAwEGFhYZg8ebL2otWx7NgTyPrrgL7DICIiItKpjN9/0HcIZqnO2DX6DkEtkhKEtLQ0DBo0SHzdsmVLnDx5UnzdtWtX+Pj44MiRI0aVINQN2gQh74W+wyAiIiLSPpkcFtXrID+t7CbipDsyG3t9h6AWSQmCnZ2dygzKDRs2RHZ2Nu7du4eGDRsCANzd3XH58mXtRFlJLBxq6DsEIiIiIp2ydKqv7xDIwEnqRezu7o5z586JSUKzZs0gCAKuXr0qlklOToaSnWCIiIiIiIyKpARhxIgRiI2Nxfjx4xEXF4fmzZujcePGWLFiBX777Tfs3r0bhw4dQosWLbQdLxERERER6ZCkJkZDhw7F9evXsWXLFsTHx6Nly5aYO3cuZs+ejSlTpgAALCwsMHPmTK0GS0REREREuiUTCncm0FBSUhJsbGzg6OgIALhy5QoOHjwIGxsbDBgwAC1btlR7XdHR0QAAT09PqeEQEREREVEp1L3fljyTMgDUqVNH5bWXlxe8vLwqskoiIiIiItIjtfogLFu2DOnp6RXaUGpqKj7++OMKrYNMkyAIiEl9CIUyX9+hEJUpR5GH60+TdFbeWMQ9fYwcRV6x5S/yFYhNfayHiIiISJvUShBu374NPz8/rFmzBikpKRptIDExEZ9//jn8/f1x584dKTGSidt56wL67PsKKy4e03coRGUKPL4Nfnu/REzqQ7XKTzr+A/z2fonovx/oOLLK81fyPfjvXYVpJ/9fsfdm/fYzeu9bhcikO5UfGBERaY1aTYw2bdqEsLAwLF++HOvXr0e3bt3g4+OD1q1bo3nz5qhWrRoAQKlUIi0tDTdv3sSFCxdw9uxZXLx4EdWqVcOCBQvwxhtv6HRnyDj9/ug2AOBo4jW817GfnqMhKt2pBzcAADfSnqCVc/njiJ94cB0AcD0tCZ41XXQaW2WJffqyhuDYvdhi7x2887Jt69WUB+hcx7UywyIiIi1Suw/CiBEj0Lt3b/z000/Yvn07fvvtN8hkMgCAXC6HjY0NcnJyxLkRBEFAzZo1MWfOHAQEBMDe3jhmjiMiIiIiMmcadVKuVq0aJk+ejIkTJyIqKgqRkZGIiYlBSkoKMjIy4OjoiFq1aqFFixZ47bXX4OXlJSYRRERERERk+CSNYmRpaYmuXbuia9eu2o6HiIiIiIj0SNJMykREREREZJqYIBARERERkYgJAhERERERiZggEBERERGRiAkCERERERGJJCUIWVlZ2o6DCIK+AyBSk8CLlYiITJikBMHHxwfz5s3D6dOnoVQqtR0TERERERHpiaR5EDw9PXHo0CEcPHgQNWrUwMCBAzF48GC0atVK2/GRGeGUemQsOP8jERGZMkk1CFu3bsWJEycwd+5c1KhRA99//z1GjBiBQYMG4dtvv0VSUpK24yQiIiIiokoguZNynTp1EBQUhH379mH//v0IDAzE8+fP8fnnn8PX1xcTJkzA3r17kZ2drc14iYiIiIhIh7QyilGLFi0wb948hIeHIzQ0FHXr1sW5c+fw3nvvwdvbG4sWLUJiYqI2NkVERERERDokqQ9CUfHx8Thw4AAOHz6Mu3fvQhAEeHh4oH///oiNjcUvv/yCAwcOYNWqVXjttde0sUkiIr3hKEZERGTKJCcIjx49wsGDB3HgwAFcv34dgiCgTp06CAwMxNChQ9G8eXOx7PXr1zF69GiEhIQwQSAiIiIiMmCSEoSAgABcunQJSqUSVapUwcCBAzF06FB069YNshKG93B3d0fz5s1x9+7dCgdMRKRvHMWIiIhMmaQE4cKFC+jcuTOGDh2Kvn37wt7evtzP9O/fH7Vr15ayOSIiIiIiqiSSEoQTJ06gXr16ZZbJzc3Fw4cP4erqCgAIDAyUsikiIiIiIqpEkkYx6tWrF9auXVtmmTVr1mDkyJGSgiLzxH6fZCzYSZmIiEyZWjUIV69eVZn8TBAE3L59GxERESWWz8vLw8mTJ6FQKLQTJRERERERVQq1EoRnz55h+vTpYgdkmUyGQ4cO4dChQ6V+RhAEDBgwQDtRkllgv08iIiIi/VMrQfD29saHH36I1NRUCIKAtWvXolOnTujSpUuJ5a2srFCnTh0mCERkkjiKERERmTK1OymPGTNG/HdkZCRGjBiBoUOH6iImIiKDxj4IRERkyiSNYrRt2zZtx0FEZDSUGnepZ0ZBRETGQ60EISQkBN27d4ePj4/4Wh0ymQzBwcHSoyOzwlsoMhaCoNSovNKEqhwEflOJiEyeWgnCli1bULVqVTFB2LJli1orZ4JARKZI0xt+k0oQTGdXiIioFGolCFu3boWLi4vKayJtY79PMhaa3vCb0j01axCIiEyfWglC586dy3xNRGRONO2DYFo1COXvi+nsLRGReZLUSblAVlYW7O3txdenT5/G+fPn0aBBAwwaNAi2trYVDpCIyNBoer+vzk21sVAn2TGl/SUiMkeSEoS8vDx89NFH2LdvH/788084ODjghx9+wP/+9z8IggCZTIatW7fihx9+QPXq1bUdM5ko3lKQsdD0BljzUY8Ml1oJggntLxGROZJL+dDmzZsRFhaGFi1a4MWLF8jLy0NoaCjs7Ozw2WefYcaMGbh16xbWr1+v7XiJiPTOnJsYqbPvprS/RETmSFINwv79+9GqVSvs3LkTFhYWOH36NJ49e4Y333wTQ4YMAQBcu3YNx44dw8KFC7UaMJkudlImY6FxJ2UTumFWqw+C6ewuEZFZklSDkJiYiG7dusHCwgIA8Ntvv0Emk+G1114TyzRv3hxPnjzRSpBERIZEqek8CCbU5Ead5kOmtL9EROZIUoJgb2+PnJwc8fVvv/0Ga2trdOzYUVyWlJQEZ2fnikdIRGRgzLkGQZ19ZxMjIiLjJilBaNGiBY4dO4aHDx/i0KFDuHv3Lrp27SqOWnTlyhUcOXIEHh4eWg2WiMgYmdINM0cxIiIyfZL6IEyaNAnTpk2Dn58fAEAulyMoKAgAsHr1anzzzTewtrbGtGnTtBcpmTzeUpCxMOeZlNWrQdCsCRYRERkWSQmCj48PNm/ejK1bt0IQBIwcOVJsXuTk5AQfHx/MnDkTrVu31mqwRESGQOMEwYTSX/ZBICIyfZInSuvYsaNKn4MC48aNw7hx4yoUFJknjmJExkLTG2BTanKjzq6Y0O4SEZmlCs2kDAC5ubnIzc0t9X0HB4eKboKIyKBo3EnZhJ6oq9N8iDUIRETGTVKCoFQq8dVXX2HXrl1ISUkptZxMJkNMTIzk4IiIDJHGMymb0CN1dW7+TanGhIjIHElKEDZs2ID169fD0tIS7u7uqFq1qrbjIjPEWwoyFprWCJhUgsBhTomITJ6kBCEsLAy1atXCTz/9BBcXF23HRGbGlJpfkHngKEYVL0NERIZL0jwIjx8/xsCBA5kckFbwVoKMjVmPYsQEgYjI5ElKEOrXr4/09HRtx0JmquCGg6MYkbEw61GM1CpjOvtLRGSOJCUIo0aNwuHDh3Hv3j1tx0NmyJSerpJ50PSG35QSBM6kTERk+iT1QWjVqhWaNGmCESNGoG/fvmjcuDGsra1LLMs5Eag8vJkgY2POTYzU6oNgQvtLRGSOJCUIb731lvjvnTt3llpOJpMxQaByFdxw8JaCjIVZj2KkzkzKJrS/RETmSFKCEBISou04yIzxZoKMjTmPYiSoM1GaCe0vEZE5kpQgDBs2TNtxkBnjzQQZG41nUjaha5zDnBIRmT5JCUJh8fHxiI2NxbNnzxAQEICHDx+ievXqsLe310Z8ZAYKmmtwFCMyFhp3UjahBnTq7Ynp7C8RkTmSNIoRANy6dQujRo3CwIEDMX/+fCxbtgwAsHv3bvTs2ROHDh3SWpBk2kzp6SqZB0074ZrSE3XWIBARmT5JCcK9e/cQEBCAmJgYDBw4EK+++qr4XoMGDaBUKjFv3jycP39ea4GS6Sq42eItBRkLc+6DwASBiMj0SUoQVq9ejZycHPz8889YsWIFOnToIL43dOhQ7NixA7a2ttiwYYPWAiXTxZsJMjaa1nqZ0rCf6jSXMqX9JSIyR5IShN9//x39+/eHh4dHie83b94c/fr1Q0xMTIWCI/PABIGMjTnPpMwaBCIi0ycpQcjMzISzs3OZZapVq4aMjAxJQZF5KbiVYCdlMhaad1I2HertuyntMRGR+ZGUIDRs2BAXLlwo9X1BEBAZGYmGDRtKDozMhyk9XSXzYNZ9EDhRGhGRyZOUIAwePBiXL1/GF198AaVSddKc3NxchISEIDY2FgMGDNBKkGTaOJMyGRuzThDYxIiIyORJmgdh4sSJ+P3337Fhwwb8/PPPsLa2BgCMHTsWN2/eRFpaGtq0aYOgoCCtBkumSfnPzKysSSBjofkwp+XPPmws1PmeMkEgIjJukmoQrKys8N1332HevHlwcnJCcnIyBEFAVFQU7OzsMH36dGzdulVMHIjKUnCzxZsKMhbmPFGaWjUIJrS/RGQ8QkND4e7ujt27d5dbNjg4GO7u7oiNjdV4/UX/8/DwQJcuXTB27Fjs27evIrtgMCTPpGxpaYmgoCAEBQUhOzsbGRkZsLe3h4ODgzbjIzMgiE2MeFNBhqtwUqDptWpKya86N/+sDSQiQ+fv7w8XFxfUrFlT48/6+fnhlVdeEV8rFAqkpqbi8OHDWLBgAW7fvo05c+ZoM9xKJylBGDduHIYPH46hQ4cCAOzs7GBnZ6dSZtu2bdi+fTuOHDlS4SDJtBXcSvCeggxZ4aRAnRt+lYTChK5tdW7+TWl/icg0+fv7w9/fX/Jnhw8fXmx5YGAghg0bho0bN2LUqFFwcXGpaJh6o1YTo5ycHGRmZiIzMxMZGRmIjIxEQkKCuKzof6mpqTh79iwePnyo6/jJBBTcbClhOu20yfQUTgo07ahrSk1uCu9LacmCKe0vEZG6XF1d4efnh/z8fJw5c0bf4VSIWjUIYWFhWLZsmcqyDRs2lDtTcps2baRHRmZDTBD42JEMmMYJgoY1DsaiaFMrWQkzmJhSp2wiMk3BwcHYs2cP9u7dq9JcqKLq1KkDAEhLS9PaOvVBrQThP//5D6KiopCSkgIAOH/+POrVq1di1YlMJoOVlRVq166NadOmaTdaMklMEMgYaFojoBTKf9JujIomSvISZjjkd5mIzFViYiKAfxMFY6VWgiCXy7Fq1SrxdcuWLTF8+HDMmDFDV3GRGSlo221KN1FkelQ6JqtxqQoa1jgYC5XEp9BywUQTIiIidUVHR+P48eOwtbVFjx499B1OhUjqpBwXF6ftOMiM/dsHgTcVZLg0bWKk0qnZhK7t0o6Dqe4vEVFR4eHhePDggfhaoVAgISEBJ0+ehEKhwPvvvw9nZ2c9Rlhxkoc5BYCEhAQ8ePAAubm5pT4x8vPzq8gmyAyIw5zynoIMWOHL05ybGJU2mpPq/lZqSERElSoiIgIRERHiaysrKzg6OsLb2xsBAQHw8fHRY3TaISlBePr0KaZPn45Lly6VWkYQBMhkMo0moCDzxInSyBio3gyX3wlX0xoHY1FaUyJT3V8iMg/x8fFYunQpLl++DEdHRwQEBCAoKKjEsiEhISUOc2pKJCUIX3zxBS5evIgWLVqga9euqFq1KmSyEnqqEamBTYzIGBROCjQd5tSUJgFUltKUyFSHdSUi05eXl4dJkyahS5cuWLJkCW7fvo25c+eidu3aGDx4sL7D0wtJCUJERARatWqFnTt3wsLCQtsxkZn5t4kRh0Ykw6VpJ1xTHeZUnT4IptSkiohMX1JSEry8vLB48WLY2tqicePG6NatG6Kiosw2QVBrorSisrKy4O3tzeSAtILDnJIxUJkgTJ0PmGiTm9L6VhTeRVPaXyIyfQ0aNMCqVatga2sLQRBw4cIFREVFoWvXrvoOTW8k1SC4ubnh9u3b2o6FzJQ4zKme4yAqi6Y3wKoJhelc3aV11jbV/SUi47Nhwwbs2bOnxPcCAgLQr1+/Uj/bo0cPPHnyBL6+vujbt6+uQjR4khKEadOmYebMmfj111/Rp08fbcdEZoY1CGQMNJ5J2URrENhJmYgMXUJCAhISEkp8r7zRNdetW4cnT57go48+QkhICBYtWqSLEA2epAQhJiYG7u7ueOedd9CwYUO4urrC2tq6WDmZTIbQ0NAKB0mmjQkCGYPSnpaXWt5EhzktLRHQtBM3EZG2zZw5EzNnzlSr7KeffopPP/202HJPT08AQE5ODhYuXIgFCxaI97iarN/YSUoQ1qxZI/47MTFRnFa6KI5sROr4t4kRbyrIcGl6w2+qo/qUlgio1CyY0P4SkelLSkrC1atXVWoXmjVrhry8PGRmZhr9pGdSSB7FiEhbWINAxqC05jTaKm8sSh3m1ERHbSIi0xcfH4+ZM2fi9OnTqFGjBgDg2rVrcHZ2NsvkAJCYILi4uGg7DjJjTBDIGBR+cq7OE3KVzrwmdG2X1geBoxgRkbHq1KkTmjVrhuDgYAQHByMxMRErV67E1KlT9R2a3kga5pRIm9jEiIyBpjf8miYUxqLwnpRWS2JK+0tEps/KygobNmyAhYUFRo4ciQ8//BDjx4/HuHHj9B2a3qhVgyD1AMlkMmzZskXSZ8l8sAaBjIHGoxiZ6MRhpfWtYBMjIjJm9erVw/r16/UdhsFQK0GIjIyUtHJ2UiZ1FG2ywOuGDJGmT8hNddjP0kcxMs2EiIjIHKmVILBTMulS0SePFkwQyAAJGj4hN9lOymokBaa0v0RE5kitBIGdkkmXijZZsNBjLESlqdBEaSbUJr+0REll+FMT2l8iInPETsqkd6baFINMi6ZNjEx1FCPVfRFK+Jdp7S8RkTligkB6V9qoKESGRNMmRqZ6k1xaUyL2QSAiMh1MEEjvBBMdDpJMS4VmUjahG2Z1Ri7i95iIyLgxQSC9M9UbKTItGs+kjEJt8gslwcau1FoDDnNKRGQymCCQ3jFBIGOgaadjU72u1WliZEr7S0RkjpggkN5xgiUyBppep6Z6w6zO0KamtL9EROaICQLpXeF7CbZdJkNVdEK/csvrMhg9ElBysyKhlBGNiIjI+DBBIL1TubHgk0cyUMpSboZLLW+iT9Q5kzIRkemTCQbylzw6OhoA4OnpqZft5+YrMOTg13rZtrmLTnkg/rulU11YyTlVGhmerLwXuJ3+NwDAxsISbo51yiyfrchF/LNktcsbi+tPHyNXmQ8AaFa9FuwsrQEAzxW5uPXP/lrJLdDSqa7eYiQiMlSz2/RC38Yeetu+uvfbas2kbA4EAHczUvQdhlmqZm0Le0sbZCty8TArTd/hEJWqhq09LGRy5OTnqfX3QtPyxsDW0gpOFnZQCEokP89Qec/Zxh5WFhZ4rsg1mf0lItKmTEWuvkNQCxOEf9hYWCIm4CN9h0FEREREpFfsg0BERERERCImCEREREREJGKCQEREREREIiYIREREREQkYoJAREREREQiJghERERERCQymGFO8/LyIAiCOIEDERERERFpT25uLmQyWbnlDKYGQSaTqQScn5+P9PR05Ofn6zEqKsDzYVh4PgwLz4dh4fkwLDwfhoXnw7BU9vkoer9dajlBEIRKiEdj165dw/Dhw7F79254eOhvSmp6iefDsPB8GBaeD8PC82FYeD4MC8+HYTHU82EwNQhERERERKR/TBCIiIiIiEhksAlCrVq1MGPGDNSqVUvfoRB4PgwNz4dh4fkwLDwfhoXnw7DwfBgWQz0fBtsHgYiIiIiIKp/B1iAQEREREVHlY4JAREREREQiJghERERERCRigkBERERERCKDSBAeP36Mjh074ty5c2WWy83Nxfr169GvXz+0bdsWffv2xZo1a5Cbm1tJkZo+dc8FABw4cAD/93//By8vL/Tv3x979uyphAjNw5kzZzBixAi0adMGvXr1wnfffYeyxhNQKBTYsGED+vTpg7Zt22LIkCE4dOhQJUZs2jQ9HwBw8uRJvP766/Dy8kKPHj2wbNkyZGdnV1LEpk3K+SigUCjw+uuvY+zYsTqO0nxoej74W65bUr4f/D2vPFu2bEHv3r3h5eWFYcOG4dSpU+V+Jjk5GYsWLYKvry/atWuH4cOH6/w3Xu8JwqNHjzBx4kRkZGSUW3bZsmVYv349hg8fjq+//hojRozAxo0b8dFHH+k+UDOgybk4evQo5s2bB29vb6xduxadO3dGcHAwDh48WAmRmra//voLU6dORdOmTREaGopBgwZhxYoV2LhxY6mfCQ0NxZdffonBgwfj66+/RocOHTBnzhwcPXq0EiM3TVLOx/HjxzFt2jS0aNEC33zzDSZPnozdu3fjgw8+qMTITZOU81HYhg0bEB0dreMozYeU88Hfct2Rcj74e155Nm/ejM8++wxDhw5FaGgoGjZsiGnTpuH8+fOlfiY3NxdBQUH4/fffMWvWLKxZswatW7fGnDlzsHfvXt0FK+hJfn6+EBYWJnTu3Fno3Lmz4ObmJvz555+llk9NTRXc3d2FjRs3qiz/5ptvBDc3NyElJUXXIZssTc+FIAhCnz59hHfeeUdl2TvvvCP07t1bh5Gah4kTJwqvv/66yrLly5cL7dq1E54/f17iZ7y9vYV58+apLBs1apTw5ptv6ixOcyHlfPj7+xf7fnz//feCn5+fkJ2dratQzYKU81EgNjZW8PLyEry9vfnd0BJNzwd/y3VLyveDv+eV4/nz50LHjh2F5cuXi8uUSqUwatQoYcKECaV+7ujRo4Kbm5tw+fJlleWBgYHC//3f/+ksXr3VIFy/fh2LFy/G0KFDsXz58nLLZ2Zm4o033kCvXr1Uljdt2hQAcO/ePZ3EaQ40PRf379/HnTt30Lt3b5Xlffv2xd27d3Hnzh0dRWr6cnNzce7cuRKPbVZWFi5cuFDq5xwcHFSWOTo6Ii0tTVehmgUp5yMmJgaJiYl48803VZaPHz8e4eHhqFKlik5jNmVSvx8Fn12wYAHGjh2LJk2a6DpUsyDlfPC3XHeknA/+nleey5cvIz09XeVYy2Qy9O7dG+fOnUNOTk6Jn3NwcMDo0aPh6empsrxp06ZITEzUWbx6SxDq1auHY8eO4b333oOtrW255Rs2bIiPPvpI/CNSICIiAlZWVnB1ddVRpKZP03MRHx8PAMWOeePGjQEACQkJWo/RXNy7dw95eXkaH9tx48Zh7969+O2335CZmYlffvkFp0+fxpAhQ3QdskmTcj5iY2MBADY2NpgyZQq8vLzQuXNn/O9//2Mb6wqS+v0AgLVr10KhUGDWrFm6DNGsSDkf/C3XHSnng7/nlaesY52fn1/qzX63bt3w8ccfQyaTicvy8vJw6tQpNG/eXGfxWupszeVwdHSs8DqOHTuGPXv24M0330T16tUrHpSZ0vRcZGZmAkCxJ9b29vYq75PmCvp/aHpsJ0yYgL/++guTJk0Sl40YMQJBQUE6itQ8SDkfqampAIAZM2Zg4MCBeOuttxAdHY3Q0FCkpqZi5cqVOo7adEn9fly5cgWbNm3C9u3bYW1trdsgzYjU81EUf8u1Q8r54O+5dmRnZ2Pfvn2lvl+7dm2tHusVK1bgzp07CA0NlRCtevSWIFTUr7/+irlz56JDhw6YP3++vsMxK0qlssz35XK99303WlKObW5uLgICApCcnIwlS5agadOmuHTpEr7++mvY2dlh0aJFugrX5Ek5H3l5eQCA3r17i3+bXn31VQiCgJUrV2LGjBls4iKRlPPx4sULBAcHY/z48fDy8tJVaGZJG78F/C3XHinng7/n2pGenl5mJ/vOnTvD29u7zHWoc6wFQcCKFSuwZcsWBAYGok+fPpqGqjajTBC+//57fPbZZ+jcuTPWrl0LGxsbfYdkVqpWrQoAyMrKUlleWnZM6pNybI8ePYq4uDhs3rwZ3bp1A/Dyj5GDgwM+/vhjjBo1Cm5ubjqO3DRJOR8FT4Nee+01leXdu3fHypUrERsbywRBIinnY9WqVVAqlXj77behUCgAQBzyUaFQwMLCQqXqntRX0d8C/pZrl5Tzwd9z7ahbty6uX79eZpnt27cDeHmsC9eUFRzrgnNRmtzcXHF0qcDAQCxYsKCCUZfNqFJDQRCwbNkyhISEYMCAAdi4cSMvXj0ouLm5e/euyvKC182aNav0mExFo0aNYGFhUezYFrRNLOnYPnz4EADQvn17leWdOnUCANy6dUsXoZoFKeejoH1p0f4GBTULvAmSTsr5OHr0KBISEtCuXTt4eHjAw8MDUVFRiIqKgoeHB8d7rwAp5wPgb7muSDkf/D2vPGUdaysrKzRs2LDUz2ZkZGD8+PE4fPgw3n//fZ0nB4CRJQhffPEFtm3bhrfeeguff/4525LqSePGjdGgQYNiY+z/+uuvcHV1RYMGDfQUmfGzsbFBx44dcezYMZWJbY4ePYqqVauW2ESioLNf0XGUL168CAA8HxUg5Xx07NgRdnZ2xcYQP378OCwtLdGuXTudx22qpJyPr7/+Grt27VL5ryBR2LVrF3x9fStzF0yKlPMB8LdcV6ScD/6eV5527drBzs5O5VgLgoBjx46hc+fOpX4PFAoFpk6diujoaHz55ZcYP358pcRrsE2MMjMzcevWLTRq1AjOzs6IjY3Fxo0b4enpiX79+uHy5csq5Zs3b84nEDpS9FwAwPTp0/Hee+/B0dERvXr1QkREBA4fPowvv/xSz9Eav2nTpuGtt97CO++8gxEjRuDSpUv47rvvMHfuXFSpUqXY+ejVqxfatGmD+fPnY+bMmWjatCmuXLmCr7/+Gr169WK76wrS9HzY29tj1qxZ+PTTT1GtWjX06dMHFy9exLfffotx48aJ3yGSRtPz4e7uXmwdBc3Aig4bSJrT9Hzwt1y3ND0fAH/PK0uVKlUwceJErF27FlZWVmjXrh3CwsJw7do1bN26VSz3+PFjPH78GK1atYK1tTW2b9+O8+fPY/To0ahbty7++usvlfW2bdtWNwHrbIYFDfz555/FJucqWBYWFiYIgiCsWrVKcHNzK/W/8ib2IvWocy4K/Pjjj0Lv3r2F1q1bC/379xf27NlTydGarl9//VUYOHCg4OHhIfTq1Uv47rvvxPdKOh8ZGRnCxx9/LHh7e4vn45tvvhFevHihj/BNjqbnQxAEYdeuXcL//d//CR4eHoKvr6+wfv16IT8/v7JDN0lSzkdhb775JidK0yJNzgd/y3VPyveDv+eVIz8/X1i7dq3Qs2dPwdPTUxg2bJhw8uRJlTJfffWV4ObmJty7d08QBEEYM2ZMmd8ZXZEJQqF6KCIiIiIiMmtG1QeBiIiIiIh0iwkCERERERGJmCAQEREREZGICQIREREREYmYIBARERERkYgJAhERERERiZggEBERERGRiAkCERERERGJmCAQEREREZGICQIREREREYmYIBCRxkJDQ+Hu7l7sPw8PD3Tp0gVjx47Fvn37tLKta9eu4cMPP0S/fv3Qpk0btG/fHm+88Qa2b98OhUKhUjY4OBju7u6IjY3Vyra1qaKxjR07Fu7u7khPT6/0eEoqu3v3bvTp0wetW7dGt27dcOfOHQDAlStXcObMGa3ESKp4bImosljqOwAiMl5+fn545ZVXxNcKhQKpqak4fPgwFixYgNu3b2POnDmS1q1UKhEaGoqvv/4aVlZW6NGjB3x9fZGRkYEzZ87g448/xpEjR7Bx40bY2tpqa5d0xt/fHy4uLqhZs6a+Q9FY0djj4+Px3//+Fw4ODhgzZgzkcjnq16+PkydPYtq0aVi4cCF8fHz0HLVp4bElosrEBIGIJPP398fw4cOLLQ8MDMSwYcOwceNGjBo1Ci4uLhqve/369Vi3bh3atm2Lr776CnXq1BHfy83Nxfvvv4/9+/cjODgYq1atqshuVAp/f3/4+/vrOwxJisYeGxsLpVKJMWPGqCSAqampUCqV+gjR5PHYElFlYhMjItI6V1dX+Pn5IT8/X1KTiISEBKxbtw7Ozs7YuHGjSnIAANbW1ggJCYGLiwuOHDmC+Ph4bYVOasjNzQUAODk56TkSIiLSBSYIRKQTBTf1aWlpAIBz587B3d0dY8eOLfeze/fuRV5eHgICAlCtWrUSy1hZWeGDDz7AJ598UuxGNT09HUuXLoWPjw+8vLwwbNgwHD58uMT1ZGZm4vPPP4e/vz9at26N7t27Y/HixUhJSVEpFxwcjFatWuHp06dYtGgRXn31VbRr1w6BgYFITExEbm4uVqxYAR8fH7Rv3x5jx45FXFycyudLavN/48YNzJ8/Hz179kTr1q3FPhZHjx4t9ziVRKFQYM2aNRg0aBDatm2Lzp07IzAwEH/88UeJ5dU5VoVj79WrF9577z0AQEhICNzd3REaGorg4OBiy+/fv19mrOruuzr7tHbtWri7u2Pnzp3FtvPgwQO0bNkSc+fOFfenIudSW+sA1Lv+Sju2Y8eORa9evXDq1Cn06tULbdq0wTvvvKPRsdBEwXXw7NkzLF68GN7e3mjTpg2GDx+O8PBwjddHRIaLTYyISCcSExMB/JsouLi4YMaMGWo1Nzp9+jQAoHv37mWW8/X1LXH5nDlzYGNjgwEDBiArKwv79+/H7NmzYW1tDT8/P7FcRkYGxowZgxs3bqBr167o06cP7t+/jx07duD06dP46aefULt2bbG8IAgYN24clEolhg0bhhs3buDMmTOYMmUKGjdujBs3bqBfv35ITk7GkSNHMHnyZBw9ehRVqlQpMc4rV65g7NixsLa2Rp8+feDs7Iy7d+8iIiICs2bNwvr160vdx9IsXboUP/30Ezp37owePXogIyMDhw4dQmBgIDZv3owuXbpIOlYFxo0bh8jISERERMDHx0e8Yc/IyEB6errK8tKSO033XZ19GjJkCEJDQ7F//36MHDlSZVv79++HIAgYOnSouEwb57Ki61D3+vP39y/12D59+hSzZ8+Gn58fHBwc0KxZM/j6+mp0LDT11ltvIS0tDf379xevmRkzZmDTpk3o1q2b5PUSkeFggkBEWhcdHY3jx4/D1tYWPXr0AAA0aNAAM2fOVOvzjx8/BvCyqZIUdevWxbZt22Bvbw/gZSIxffp07Nq1S+Wm94svvsCNGzfw4YcfIiAgQFweERGBt99+G//73/+wevVqcblSqUSVKlXwww8/wNraGgDwxhtv4NKlS8jNzcUvv/wCBwcHAMB7772H3bt3IzIyEj179iwxztWrV0OhUGD37t1o1qyZuPzQoUOYM2cODhw4oFGCkJmZiR07dqBTp07Ytm2buHzkyJF4/fXXsX379mIJgrrHqsCECRNQrVo1REREoHv37pgwYYL4XsFNbNHlFdl3dfepQYMG6NixI6KiovDkyROVxG7//v2oVauWys2rNs5lRdeh7vVXOEEoemyzs7Px1ltvITg4WOX4anIspNi/f794zXTo0AH//e9/sXv3biYIRCaCTYyISLLw8HCEhoaK/3355ZeYNWsWAgICoFAosGDBAjg7O2u83oKhPAtuQDQ1btw4lc/27NkTcrlcpcmLQqHA3r170aJFC5WbM+Dl6Ezt27fHsWPHkJmZqfLef/7zH/FmEADatWsHABg9erR4MwgAXl5eAF426SjNhAkTsGLFCpUbZADiTXzRZk7lUSqVEAQBjx49QnJysrjc09MT4eHhWLlyZbHPqHOsdEHdfddkn4YOHQqlUolDhw6Jy2JiYnDr1i0MHDgQFhYWKtvSxrmUug6p119J+vTpU2yZpsdCE0WvmV69egEo+1onIuPCGgQikiwiIgIRERHiaysrKzg6OsLb2xsBAQGSh2N0dHREcnIy0tPTJSUYRWserKysYG9vj6ysLHFZQkICsrOzkZ+fj9DQ0GLrePHiBfLz83H9+nV06NBBXN6oUSOVcnZ2dgBe1pAUZmNjA+DfDr0lKWhClZycjLi4OCQmJiIhIQEXLlwAAOTn55e3qyqqVauGAQMG4ODBg/D19UW7du3E4WGbN29e4mfUOVa6oO6+a7JP/fr1w9KlS7F//37xKfv+/fsBAEOGDCkWgzbOpdR1SL3+SlJ0W4Dmx0ITTZo0UXld0Afo+fPnFVovERkOJghEJFlISEiJw5xWVMOGDZGcnIy7d++WmSBkZGTg+fPnKk0ogH9vxspSUEtx+/ZtrFmzptRyz549U3ldcANYVOGnyOp6+PAhli1bhuPHj0MQBMjlcri6uqJDhw6IiYnReH0A8Nlnn6F169Zic5bIyEh8/vnnaN26NZYtW6YybwWg3rHSBU32Xd19cnBwgL+/Pw4cOIC7d++iYcOGOHDgANzc3IrtN6Cdcyl1HVKvv5KUNA+IpsdCE0X3TSaTAXjZJ4OITAMTBCIyON27d8fFixdx9uxZsclGSX7++WesWLEC06ZNw+zZszXaRkETiSFDhmD58uUVCVcSQRAwZcoU3Lp1C1OmTIG/vz9atGgBW1tb/P333yWOQKMOKysrTJw4ERMnTsTDhw9x9uxZHDlyROw8GxERASsrKy3vjWY03XdN9mno0KE4cOAADh8+jA4dOuDJkycYP368PnazTJVx/RnLsSAiw8M+CERkcAYNGgQrKyv88MMPyMjIKLHM8+fPxRtJb29vjbfRpEkTWFtb49q1ayU++fz++++xbt06PH36VON1q+P69eu4ceMGevfujTlz5sDT01N8Elwwr4OmT2Tv3buHL774AidOnAAA1K9fHyNHjsR3332HV199FUlJSTrtW1DwJLk8muy7pvvUrVs31KpVCydOnMCJEycgl8sxaNAgbe6mVmh6/al7bAszlmNBRIaHCQIRGZyGDRtiwoQJePr0KYKCgvDkyROV9zMyMjBv3jzcuXMHvr6+6NSpk8bbKBja89atW9i8ebPKe+fOncPy5csRFhaG6tWrV2hfSlPQTCM1NVVleVpamvhEWaFQaLROW1tbbNy4EatXr1ZpL5+bm4vk5GRYW1ujVq1aFYy8dJaWLyul8/Lyyiynyb5ruk8WFhYYNGgQrly5gkOHDuHVV18tNtGeIdD0+lP32BZmLMeCiAwPmxgRUaW4f/8+9uzZAxcXF7X6LcyZMwcpKSnYvXs3/Pz88Nprr6FRo0ZISkrC2bNnkZqaivbt21eoecbChQtx6dIlfPbZZ4iIiICXlxeSkpLw66+/wtLSEp988gnkct08R3F1dYWXlxeioqIwZswYtG/fHk+fPkV4eDhyc3NRpUoVjWsvatWqhfHjx2Pz5s0YOHCgOCLR6dOnER8fj7fffltlZB1tK7j5/PHHH/Hs2TOMHTu2xBtSTfZdyj4NGzYMmzZtwqNHjzRuelaZNLn+Sjq26ijvWGj6vSQi88AaBCKqFA8ePMCaNWuwZ88etcpbWFggJCQE3333HXr27Im4uDhs27YNx48fh6urK5YsWYIffvihzMm4yuPs7IwdO3Zg4sSJSEpKwrZt23D+/Hn06tULO3bsKDZngDbJ5XKsW7cOw4cPx/3798Vt9+jRA2FhYfD29sadO3fECefUNX/+fHz00UdwcHDAnj17sGPHDtjb2+PTTz/FO++8o6O9ealTp04ICAjAs2fPsH37drG5UFGa7rum++Tm5oZmzZqhSpUq6N27t073uSI0uf7UPbZFlXcsNP1eEpF5kAkcdoCIiExIRkYGvL290bdvX6xYsULf4eiVOsciPDwcP/74I7777jvJ23F3d0fLli2xb98+yesgIsPBGgQiIjIpGzduxIsXLzBq1Ch9h6J35R0LQRBw6NAhuLu7V3JkRGTI2AeBiIhMQkBAANLS0nDr1i28+uqrkjqvmwp1j0ViYiKys7Mxbdq0So6QiAwZaxCIiMgkVK9eHffv34e3tzdWrlyp73D0St1j0bhxY6xfvx5Vq1atxOiIyNCxDwIREREREYlYg0BERERERCImCEREREREJGKCQEREREREIiYIREREREQkYoJAREREREQiJghERERERCRigkBERERERCImCEREREREJGKCQEREREREIiYIREREREQk+v9ivGlWahhjGwAAAABJRU5ErkJggg==", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "fig, axes = plt.subplots(2, 1, figsize=(8, 6))\n", "plot_magres(\n", " magres, \"P\", magres_key=\"chemical_shift_aniso\",\n", " ax=axes[0]\n", ")\n", "plot_magres(\n", " magres, \"P\", magres_key=\"chemical_shift_asymmetry\",\n", " ax=axes[1],\n", " broadening_width=0,\n", ")\n", "plt.tight_layout()" ] } ], "metadata": { "interpreter": { "hash": "11b7fc8289fcb9021270b394ac249c364a97fd73030f9c336d6f6fb1b21dd04a" }, "kernelspec": { "display_name": "Python [conda env:matador]", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.12" } }, "nbformat": 4, "nbformat_minor": 4 }