{ "cells": [ { "cell_type": "markdown", "id": "3ce74505-b716-4032-be8e-cc7e9f87c451", "metadata": {}, "source": [ "# Visualising field using `matplotlib`\n", "\n", "There are several ways how a field can be visualised, using:\n", "\n", "- `matplotlib`\n", "-`k3d`\n", "- `holoviews`\n", "- vtk-based libraries, e.g. `pyvista`\n", "\n", "`matplotlib` provides two-dimensional plots of fields. This means that the field can be visualised only if was firstly intersected with a plane.\n", "\n", "Let us say we have a sample, which is a nanocylinder of diametre $30\\,\\text{nm}$ and $50 \\,\\text{nm}$ height. The value of the field at $(x, y, z)$ point is $(-cy, cx, cz)$, with $c=10^{9}$. The norm of the field inside the cylinder is $10^{6}$.\n", "\n", "Let us firstly build that field. We start by creating a rectangular mesh which can contain the cylinder we described." ] }, { "cell_type": "code", "execution_count": 1, "id": "f963c375-ad18-4962-868a-1ba98655a3d3", "metadata": {}, "outputs": [], "source": [ "import matplotlib.pyplot as plt\n", "\n", "import discretisedfield as df\n", "\n", "p1 = (-15e-9, -15e-9, -25e-9)\n", "p2 = (15e-9, 15e-9, 25e-9)\n", "cell = (1e-9, 1e-9, 1e-9)\n", "mesh = df.Mesh(p1=p1, p2=p2, cell=cell)" ] }, { "cell_type": "markdown", "id": "20c1719b-060c-401d-af4d-e2f81fa5b89b", "metadata": {}, "source": [ "Secondly, we want to define the norm. When we define the nanocylinder, the norm of the vector field outside the cylinder should be zero and inside $M_\\text{s}$. The Python function is" ] }, { "cell_type": "code", "execution_count": 2, "id": "d7e802c5-89ec-48a8-a396-67bed6b23922", "metadata": {}, "outputs": [], "source": [ "def norm_fun(pos):\n", " x, y, z = pos\n", " if x**2 + y**2 < (15e-9) ** 2:\n", " return 1e6\n", " else:\n", " return 0" ] }, { "cell_type": "markdown", "id": "2b8cf375-4a48-42ee-bdf0-aab3b925ef4a", "metadata": {}, "source": [ "The Python function which defines the spatially varying field inside the cylinder is" ] }, { "cell_type": "code", "execution_count": 3, "id": "31b783e2-30ab-471c-8672-11c9f3e812de", "metadata": {}, "outputs": [], "source": [ "def value_fun(pos):\n", " x, y, z = pos\n", " c = 1e9\n", " return (-c * y, c * x, c * z)" ] }, { "cell_type": "markdown", "id": "859e9fe7-3baa-4216-a0df-946549d75322", "metadata": {}, "source": [ "Now, we can create the field." ] }, { "cell_type": "code", "execution_count": 4, "id": "c87c53d6-6b80-4711-809e-fa861f1b30f0", "metadata": {}, "outputs": [], "source": [ "field = df.Field(mesh, dim=3, value=value_fun, norm=norm_fun)\n", "vortex_field = field" ] }, { "cell_type": "markdown", "id": "bcdcb3fa-4d96-419f-938b-2c081b150b66", "metadata": {}, "source": [ "## Plotting using `Field.mpl()`\n", "The main function used to visualise the field using `matplotlib` is `discertisedfield.Field.mpl`. Let us try to run it." ] }, { "cell_type": "code", "execution_count": 5, "id": "b632b16a-903f-4e61-81a2-bc76bfdbcc6f", "metadata": { "tags": [ "raises-exception" ] }, "outputs": [ { "ename": "ValueError", "evalue": "The field must be sliced before it can be plotted.", "output_type": "error", "traceback": [ "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", "\u001b[0;31mValueError\u001b[0m Traceback (most recent call last)", "Input \u001b[0;32mIn [5]\u001b[0m, in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0m \u001b[43mfield\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mmpl\u001b[49m()\n", "File \u001b[0;32m~/PhD/repos/ubermag-devtools/repos/discretisedfield/discretisedfield/field.py:3403\u001b[0m, in \u001b[0;36mField.mpl\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m 3371\u001b[0m \u001b[38;5;129m@property\u001b[39m\n\u001b[1;32m 3372\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mmpl\u001b[39m(\u001b[38;5;28mself\u001b[39m):\n\u001b[1;32m 3373\u001b[0m \u001b[38;5;124;03m\"\"\"Plot interface, matplotlib based.\u001b[39;00m\n\u001b[1;32m 3374\u001b[0m \n\u001b[1;32m 3375\u001b[0m \u001b[38;5;124;03m This property provides access to the different plotting methods. It is\u001b[39;00m\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 3401\u001b[0m \n\u001b[1;32m 3402\u001b[0m \u001b[38;5;124;03m \"\"\"\u001b[39;00m\n\u001b[0;32m-> 3403\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mdfp\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mMplField\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m)\u001b[49m\n", "File \u001b[0;32m~/PhD/repos/ubermag-devtools/repos/discretisedfield/discretisedfield/plotting/mpl_field.py:41\u001b[0m, in \u001b[0;36mMplField.__init__\u001b[0;34m(self, field)\u001b[0m\n\u001b[1;32m 39\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m field\u001b[38;5;241m.\u001b[39mmesh\u001b[38;5;241m.\u001b[39mattributes[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124misplane\u001b[39m\u001b[38;5;124m\"\u001b[39m]:\n\u001b[1;32m 40\u001b[0m msg \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mThe field must be sliced before it can be plotted.\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[0;32m---> 41\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(msg)\n\u001b[1;32m 43\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mfield \u001b[38;5;241m=\u001b[39m field\n\u001b[1;32m 45\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mplaneaxis \u001b[38;5;241m=\u001b[39m field\u001b[38;5;241m.\u001b[39mmesh\u001b[38;5;241m.\u001b[39mattributes[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mplaneaxis\u001b[39m\u001b[38;5;124m\"\u001b[39m]\n", "\u001b[0;31mValueError\u001b[0m: The field must be sliced before it can be plotted." ] } ], "source": [ "field.mpl()" ] }, { "cell_type": "markdown", "id": "0d2bb08d-ac52-4fd7-9543-767e73b6c8ab", "metadata": {}, "source": [ "The exception was raised because `matplotlib` plotting is available only for two-dimensional planes. Therefore, we have to first intersect the field with a plane and then plot it. Let us intersect it with $z=10\\,\\mathrm{nm}$ plane and then call the `mpl` method." ] }, { "cell_type": "code", "execution_count": 6, "id": "dd11d45a-4336-456a-89a1-7318e433b95e", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "field.plane(z=10e-9).mpl()" ] }, { "cell_type": "markdown", "id": "6cc77c96-3c0f-4957-829d-94d74044bd11", "metadata": {}, "source": [ "The figure is probably too small to see the interesting features of the field we defined. Therefore, we can make it larger by passing `figsize` argument." ] }, { "cell_type": "code", "execution_count": 7, "id": "29fe6ac7-805e-46e4-8845-adcca5271c80", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "field.orientation.plane(z=10e-9).mpl(figsize=(15, 12))" ] }, { "cell_type": "markdown", "id": "d92edeb9-f6ac-4b35-b989-3559b95fcc07", "metadata": {}, "source": [ "Now, we can see that we plotted the $z$-plane intersection by looking at the $x$ and $y$ dimensions on the horizontal and vertical axes, respectively. Secondly, we see that there are two overlapped plots: a coloured plot (`scalar`) and a vector plot (`vector`). `vector` plot can only plot two-dimensional vector fields. More precisely, it plots the projection of a vector on the plane we intersected the field with. However, we then lose the information about the out-of-plane component of the vector field. Because of that, there is a scalar (`scalar`) field, together with a colorbar, whose colour depicts the $z$ component of the field. We can also notice, that all discretisation cells where the norm of the field is zero, are not plotted.\n", "\n", "Similarly, we can plot a different plane" ] }, { "cell_type": "code", "execution_count": 8, "id": "8d45ff8d-8fa0-48b1-ac7a-f1bb43b6dced", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "field.plane(\"x\").mpl(figsize=(10, 10))" ] }, { "cell_type": "markdown", "id": "15d1c517-02fb-4bdf-84bd-a8799d4056d7", "metadata": {}, "source": [ "If there are too many discretisation cells on the plot, their number can decreased by passing `n` argument to the `plane` method." ] }, { "cell_type": "code", "execution_count": 9, "id": "c345eb36-deab-4a91-a6ea-ac43ef8f10d9", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "field.plane(\"x\", n=(12, 20)).mpl(figsize=(10, 10))" ] }, { "cell_type": "markdown", "id": "20475aa2-6d15-4e9b-aced-d36c9d060500", "metadata": {}, "source": [ "## Available plotting functions\n", "\n", "So far, we showed the default behaviour of `discretisedfield.Field.mpl()`, a convenience function for simple plots. However, it is often required that a custom plot is built. Here, we show the different available plotting functions:\n", "\n", "- `discretisedfield.Field.mpl.scalar` for plotting scalar fields\n", "- `discretisedfield.Field.mpl.vector` for plotting vector fields\n", "- `discretisedfield.Field.mpl.contour` for plotting contour lines of scalar fields\n", "- `discretisedfield.Field.mpl.lightness` for HSL plots of scalar or vector fields\n", "\n", "`discretisedfield.Field.mpl()` internally combines `discretisedfield.Field.mpl.scalar` and `discretisedfield.Field.mpl.vector`.\n", "\n", "In the following we will always plot the field on one of two different planes. To simplify the subsequent calls we first define the planes." ] }, { "cell_type": "code", "execution_count": 10, "id": "21a9b981-0d37-499c-b3e9-f1fb3a6163c3", "metadata": {}, "outputs": [], "source": [ "plane_xy = field.plane(z=10e-9)\n", "plane_yz = field.plane(\"x\", n=(12, 20))" ] }, { "cell_type": "markdown", "id": "a150ce3c-f0b0-427b-92eb-7f0eeb9ae163", "metadata": {}, "source": [ "### Scalar field visualisation – `mpl.scalar`\n", "\n", "First, we simply try to plot the full field using `mpl.scalar`:" ] }, { "cell_type": "code", "execution_count": 11, "id": "8921e9f9-4b5b-45c9-99a2-aa4529aeb28c", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Exception raised: Cannot plot self.field.dim=3 field.\n" ] } ], "source": [ "try:\n", " plane_xy.mpl.scalar()\n", "except ValueError as e:\n", " print(\"Exception raised:\", e)" ] }, { "cell_type": "markdown", "id": "2b487c2c-dbc9-485a-b194-656b2db55680", "metadata": {}, "source": [ "An exception was raised because `mpl.scalar` can only plot scalar fields. Therefore, we are going to extract the $z$ component of the field." ] }, { "cell_type": "code", "execution_count": 12, "id": "2630c325-8020-4a2a-9a73-5b4b05a360ea", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plane_xy.z.mpl.scalar()" ] }, { "cell_type": "markdown", "id": "62103404-ec80-4cdb-99a5-d92a7e58a145", "metadata": {}, "source": [ "Now, we got a plot of the field's $z$ component. However, discretisation cells, which are outside the cylinder, are also plotted. This is because norm cannot be reconstructed from the scalar field passed to `mpl.scalar`. In order to remove the cells where field is zero from the plot, `filter_field` must be passed. " ] }, { "cell_type": "code", "execution_count": 13, "id": "328d47b7-43a3-4877-a62f-d121fe93d0b3", "metadata": {}, "outputs": [ { "data": { "image/png": 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ld4q/X3qH+PeHku8lCm+3dYIlIqKa4QhWHhMsERGpxgQrjwmWiIhUk5hgZbHQBBERkQY4giUiItV4Hqw8JlgiIlKN+2Dl1Zkp4vz8fNx7773o2rVr4HbgwIFQd4uI6LYmSboa3eqzOjOCPXLkCF544QX88Y9/DHVXiIjoFxzByqszI9ijR48iMTEx1N0gIiISUicSrMPhgM1mw+rVq/HAAw8gPT0d77//fqi7RUR02+MUsbw6MUVcWlqK7t274+mnn0ZeXh6Ki4sxZswYxMXFISUlRfVy9UpKkkVFCof6TeLl1rxmg1Ccxyy+IXotSmKFQ+FVUCpRSfnD6EYO4djm1nLxWHOZcGxslPhyLXq3cKyoCr/49lXqihaOPRdlFY81iC9X/N0CvD7x16b3iG+7Bpd4rMcpFmsQ/DwCgEHB51yv4PtD0fdSGOAUsbw6kWBbtmyJtWvXBv7u0aMHBg0ahB07dtQowRIRUc1ICn53327qxBTxt99+i7fffjvoPpfLhchI8V+FRERU+/zQ1ehWn9WJBGuxWLB06VJ88skn8Pv9+PLLL/HRRx/h8ccfD3XXiIiIbqhOTBHHx8fj9ddfx+LFizFlyhQ0b94c8+bNQ6dOnULdNSKi21p9P1CpJupEggWA1NRUpKamhrobRER0HR7kJK/OJFgiIgo/PMhJXp3YB0tERFTXcARLRESqcR+sPCZYIiJSjQlWHhMsERGpxoOc5NW7BJvVfKRwrCEuTjhWihIvi+aPFC+35jOJ7Qb3msQ3Yp9ZOBRei/gRCn6LTzjWEu0SjlVS/rB19CXh2HhzqXgfIuzCsVaDeGlHUWUKVtq5iEbCsWaDeMlKJXw+8cM3KlzinwevYElDADAqiBX9/Ih+HgFln3Ml3x9QUCpRyffdp/4C8T4owIOc5PEgJyIiIg3UuxEsERHdOtwHK48JloiIVGOClccES0REqnEXrDwmWCIiUo0jWHk8yImIiEgDHMESEZF6nCOWxQRLRESqcYpYHhMsERGpxkIT8rgPloiISAP1bgSrM4q/JJ1RvNSZP0JBrIISav4IsekVf6TwIuFTEOs3if/81Fu8wrFWs4JSieYy4Vgl5Q/bms4Kx95tFC/BaNW7hWNFlSlYwVqUagQAh0+8nF+ZS7ycn9Mi/tr8FQrKjEaKT02Kvr2in8dry1RQKlHB94dewfeSku87rXCKWF7o1w4REdVdTLCymGCJiEg17oOVxwRLRETqMcHK4kFOREREGmCCJSIi1SRJV6PbzRw8eBBPPPEEunXrhn79+mHLli0AALvdjnHjxqF79+7o27cvCgr+c61bt9uNadOmoWfPnujduzeWLVt2XV8lLFq0CL169cJ9992H2bNnw+f7z3WuV61ahYceegjdunXDxIkTUVFREWjbunUr0tLSkJycjOzsbJSWVn/AJRMsERGpJ9XwJsPn82HcuHEYPXo0Dh48iDlz5mDKlCk4ffo0ZsyYAYvFgj179iAvLw8LFy7EoUOHAACLFy/GmTNnsGPHDqxfvx4FBQXYtm0bAGDdunXYtWsXNm/ejG3btuHgwYNYuXIlAGDnzp3Iz8/H6tWrsXv3btjtdrz22msAgGPHjmHmzJnIzc3F3r17ERsbi6lTp1b71jDBEhGRalqNYK9cuYJLly7B5/NBkiTodDpERETAYDBg+/btGD9+PKKiotClSxdkZGRg06ZNAIDCwkJkZ2fDarWidevWGDZsGD788MNA2/Dhw9GsWTPExcUhOzs7qC0zMxPx8fGwWq2YMGECCgsL4fP5sGXLFqSlpSEpKQkmkwkTJ07EF198Ue0olgmWiIjCTkxMDLKysvDiiy+iU6dOeOaZZzBjxgz8/PPPMBqNaNmyZSA2Pj4eJSUlsNvtuHjxItq2bVulDQBKSkqqtNlsNkiSdMO2iooKnDt3rkpbTEwMGjVqBJvNdtPXwARLRETqaTRF7Pf7YTKZ8MYbb+DQoUNYvnw55s6di/LycphMpqBYk8kEp9MJh+NaERaz2VylDQAcDkfQY81mM/x+P9xu9w3bKh/z67bK9srnk8MES0RENaCr4e3GioqKUFxcjP79+yMyMhJ9+/ZF3759sWTJErhcwZXinE4nLBZLIAlWJtTr24Bryfb6xzocDhiNRkRFRd2wDQAaNGgQlKSvb69crpz6dx6sQbzMmJJYSUmsUUG5NcE14FeyTPGKd5AixE9ii4jwVR/0C2uUeKnE2Khy4djmEXbhWCXlD+8yipcfbKyv/Y/NZb+S8ofir6sswlx90C/OR1mFY88piP054uZfQtfzKNgelWznop8fv1H8+ZV8zpV8f2j1HaYZjc6D/emnn+B2B5clNRqN6NSpE/71r3/hzJkzaNGiBQDAZrOhbdu2aNy4MZo2bQqbzYbY2NhAW5s2bQAAbdq0gc1mQ1JSUqAtISEh0FY5lVzZ1rBhQzRr1izwuEqXLl2C3W4PLFeO4hFsWVkZysvFvxCJiKge02iKuHfv3jh69Cg2btwISZKwf/9+fPrpp/j973+PtLQ0LFq0CA6HA8XFxdi6dSsGDBgAABg4cCCWLFmCy5cv4+TJk1i7di0GDRoUaMvPz8fZs2dRWlqKt956K6htw4YNOHHiBMrLy5GXl4eMjAzo9XpkZGSgqKgIBw4cgMvlQm5uLvr06YOYmJibvjXV/hQvLy9HQUEBPvvsMxw+fBgejwfAtaF2UlISHn74YTz22GOIjo6ublFERERC7rnnHuTl5eGNN97AnDlz0KJFCyxYsACdO3dGTk4OZs6ciZSUFFgsFkyaNCkwKn3++ecxd+5cpKenQ6fT4dlnn0V6ejoAICsrC6WlpcjMzITH48GAAQMwYsQIAEBqaipOnz6N7OxsXLlyBSkpKZg8eTIAIDExETk5OZg+fTouXLiAHj16YN68edW+Bp0k3biSpN/vx9tvv40VK1agRYsW6Nu3L9q1a4cmTZrA5/Ph559/xpEjR7Bv3z6cOXMGI0eOxKhRo2AM8dUdfmceJhxriIsVjvXFNRaOdceJT8s5YsXeL0dT8ckGp/jLgjtWfNo3IlZ8GvPu2J+FYzs1/kk4trPltPhyo/6fcGzop4jFr1R02iu+fX3rulM49uuKu8SXe/k3wrE/lN78V/71PKXiry2yVHx61CR4ESbzRb/wMs2l4uss8oL49mW4cFk41ndB/OpSRY61wrFKtP7HazV6/MkRk2upJ+FH9ptiyJAh6NixI9577z3ZeebHHnsMwLWTcN955x0MGTIEH3zwgSYdJSKi8MNi//JkE+z8+fODzvu5mQ4dOmDevHk4ceJErXWMiIjqACZYWbIJVjS5Xq9du3Y16gwREdUxvB6sLKGdSR6PBxs3bsSJEyeqHDYNADk5ObXeMSIiorpMKMFOmTIFRUVFSExMRFRUVFCbTsdfL0REtysdp4hlCSXYXbt2ITc3F4888ojW/SEiorqECVaWUIK1Wq2Ij4/Xui9ERFTXcB+sLKEEO3r0aCxYsACvvPJKoDRVuFI0ZW1QUMhKQaikV1BCTTBUUvT8Csq9GcRjjUbxc2ajDOLnCFr0Vffry7EaxM8ntCpYrpJzW6P1puqDFHNWH/ILu0bvl5L1oGT9Ktlu3Aq2R0XbueBnUkmuUPI5V1QzT8H3EnfRhTehb5VOnTrhjTfeQFpaGvR6fZWV+s0332jSOSIiCnOcIpYllGCnTZuG1q1bY+DAgdVePYCIiG4jTLCyhBLsjz/+iM2bN6N169Yad4eIiOoUJlhZQpP9nTp1wqlTp7TuCxER1TWSrma3ekxoBPvEE09g2rRpGDJkCO6+++4qBf0rLxNERERE1wgl2BkzZgAAli1bVqVNp9PdkgR75MgRvPzyy/j3v/+NVq1a4ZVXXkFycrLmz0tERPJYaEKeUII9duyY1v24KZfLhTFjxmDMmDEYPHgwCgsLMXbsWGzfvh0NGjQIad+IiG5rTLCylJydFTJ79+6FXq9HVlYWIiIikJmZidjYWOzevTvUXSMiIrohoRHs999/jzlz5uCrr76Cx+Op0q71ebA2m63KNWnj4+NRUlKi6fMSEdHNcYpYnlCCffnll2G32/HCCy/AarVq3acqKioqYDabg+4zmUxwOsWr3xAREd1KQgm2uLgYBQUF6NChg9b9uSGz2VwlmTqdTha9ICIKtXp+qk1NCO2DjYuLgySFbh4gISEBNpst6D6bzabqovBERFSLpBre6jGhBDtmzBjMnTsXNpsNfr9f6z5V8dvf/hZutxtr1qyBx+PB+++/j9LSUjz44IO3vC9ERHQdJlhZQlPE//jHP/Djjz/i0UcfhU6ng14fnJe1PsgpMjISK1aswKxZs5Cbm4tWrVph2bJlnCImIqKwJXy5ulDr0KED3n333VB3g4iIrsOjiOUJJdjHH39c634QEVFdxAQrS3Yf7B/+8AdFU79fffUVhg0bViudIiKiOoL7YGXJjmAnTJiAiRMnIjY2Funp6UhJScFdd90VFPPvf/8b+/btwwcffIArV65gzpw5mneYiIjCB6eI5ckm2B49emDz5s3YuHEj3nnnHcyePRsmkwmNGzeGz+fD5cuX4fF4EB8fj2HDhiEzMxORkZG3su9ERERh66b7YCMjI/H000/j6aefhs1mw+HDh3Hx4kXodDrExcWhS5cuaNWq1a3qKxERhRsWmpAldJATcK32b3x8vJZ9qRWKCmL4FJzTqyBU5xfvg+j0ik7R84tv8DqfeKzXaxCOdfmENy1U+MVnPsp85uqDKmMVLPey3yEcC9R+ic7Lfq9wbJlfwXug4P1Ssh6UrF8l242S7VHRdi74+VEy3ankc67k+0PJ91IoCwD9pxOh7kD4Ev+UEBER/Qr3wcpjgiUiIvWYYGXVievBEhER1TVCCfbYsWNa94OIiOognVSzW30mlGAfe+wxPP7441izZg0uXbqkdZ+IiKiuYKEJWUIJtqioCGlpaVi7di369OmDcePGYfv27fB6xY98JCKieogJVpZQgr377rvx3HPP4X/+53+wZs0aNG/eHDk5OXjooYcwZ84cTiETERH9iuKDnLp27Yrf/e53SEtLg8PhwObNmzF48GBkZWVVuSg6ERHVb9wHK084wR47dgwLFixAnz598Kc//Qnnzp3DwoUL8c9//hOff/45GjdujPHjx2vZVyIiojpD6DzYjIwMfP/992jfvj1GjhyJgQMHokmTJoH2mJgYDBo0CH/5y1806ygREYWhej4KrQmhBNu7d2/89a9/RWJiomzM/fffj48//rjWOqaaz6dJrE5JrFd8i9MLHiemV7JMj4IScgpivR7xkndlrijh2FJXtHDsuYhGwrFWg5Lyh+JHx9v1bgXLFaOk/OEP3ibVB/3inEf8/VKyHpSsXyXbjZLtUe8RDhX+/Ih+HgFln3Ml3x9afYdppb5P89aEUIKdNm1atTGNGzeuaV+IiIjqDZZKJCIi9TiClcUES0RE6jHBymKCJSIi1bgPVh4TLBERqccEK4tX0yEiItIAR7BERKQap4jlMcESEZF6TLCymGCJiEg9JlhZ3AdLRESkgXo3gpUUXKNW8ioof+gRj9W7FcR6xFaB3i1eQs6goJKf3qmgVGKF+OZSZhYvpXcuyiocazYoqI+nQFmEeKlCZSUYBZ/fJ/78Ssof2hyx4st1iK+HMof4+vUr2G6MCrZHRdu5YKzeo6AkqYLPuZLvDyXfS0q+77TCfbDy6l2CJSKiW4gJVhYTLBERqccEK4sJloiIVOMUsTwe5ERERKQBjmCJiEg9jmBlMcESEZFqnCKWxwRLRETqMcHKYoIlIiL1mGBl8SAnIiIiDTDBEhGRaroa3uRs3rwZXbt2Dbp16NABM2bMgN1ux7hx49C9e3f07dsXBQUFgce53W5MmzYNPXv2RO/evbFs2bJAmyRJWLRoEXr16oX77rsPs2fPhs/3n8pZq1atwkMPPYRu3bph4sSJqKioCLRt3boVaWlpSE5ORnZ2NkpLS6t9b+rdFPH6cyuFY//Q7nnhWJ1LvESfkhJqBqdfKE5JCTmvQzzWWCEe6zcZhGMdUQpKJRqihWOVcPgihGPPKyjXaBGtu6dAhT9SOLbUJf5+KSl/eK5MfLmOcvH1q68Q326UbI9KKlYanWLzmKKfR0BhqUQF3x+SyyUcK/p9Fxcnvh0optEU8cCBAzFw4MDA33v27MHkyZMxbtw4zJgxAxaLBXv27MHx48cxatQotGvXDsnJyVi8eDHOnDmDHTt24OLFixg5ciRatWqFRx99FOvWrcOuXbuwefNm6HQ6ZGdnY+XKlRg1ahR27tyJ/Px8rF69GrGxsXjxxRfx2muvYdasWTh27BhmzpyJlStX4p577kFOTg6mTp2KFStW3PQ1cARLRESq6aSa3URcvXoVU6ZMwaxZs2C1WrF9+3aMHz8eUVFR6NKlCzIyMrBp0yYAQGFhIbKzs2G1WtG6dWsMGzYMH374YaBt+PDhaNasGeLi4pCdnR3UlpmZifj4eFitVkyYMAGFhYXw+XzYsmUL0tLSkJSUBJPJhIkTJ+KLL76odhTLBEtERGHt73//O9q3b4+HH34Yp06dgtFoRMuWLQPt8fHxKCkpgd1ux8WLF9G2bdsqbQBQUlJSpc1ms0GSpBu2VVRU4Ny5c1XaYmJi0KhRI9hstpv2u95NERMR0S2k8VHEV69exdq1awPTsRUVFTCZTEExJpMJTqcTDse1/QZms7lKGwA4HI6gx5rNZvj9frjd7hu2VT7m122V7ZXPJ4cjWCIiUk+q4a0a27dvR4sWLZCcnAzgWmJz/Wo/tdPphMViCSTByoR6fRtwLdle/1iHwwGj0YioqKgbtgFAgwYNgpL09e2Vy5XDBEtERKppvQ92586dSE9PD/zdqlUreDwenDlzJnCfzWZD27Zt0bhxYzRt2jRo6tZms6FNmzYAgDZt2lRpS0hICLRVTiVXtjVs2BDNmjWr8rhLly7BbrcHliuHCZaIiNTTeAR7+PDhwOgVAKKjo5GWloZFixbB4XCguLgYW7duxYABAwBcO/p4yZIluHz5Mk6ePIm1a9di0KBBgbb8/HycPXsWpaWleOutt4LaNmzYgBMnTqC8vBx5eXnIyMiAXq9HRkYGioqKcODAAbhcLuTm5qJPnz6IiYm5ad/rxD7YjIwM/Pjjj9Drr/0eaNGiBT766KMQ94qIiLTk8/nw008/IS4uLuj+nJwczJw5EykpKbBYLJg0aRKSkpIAAM8//zzmzp2L9PR06HQ6PPvss4ERcFZWFkpLS5GZmQmPx4MBAwZgxIgRAIDU1FScPn0a2dnZuHLlClJSUjB58mQAQGJiInJycjB9+nRcuHABPXr0wLx586rtv06SpLAudOV0OtGtWzf87//+L5o0aVJt/IULZcLLVnQebGz1z13JGyt+zpmrqan6IADOJuLnEjqbiE9MuG7+AyyIu4n4OYJSjPi5otGNxE9obG4tF481i28LsVHiy+V5sEC53Vx90C90P4u/tshL4ttu1M/CoTBdEtt2TZfEz22NuuisPugXxlLxbVEqvSQcu+bE60JxWp4H23Xc4ho9/qu/vVBLPQk/YT+C/e677xAbGyuUXImI6BYL6yFaaIVFgvV6vUElqSrp9XocOXIERqMRQ4cOxalTp9CxY0dMnz692p3LRESkPV6uTl5YJNj9+/cH5sGvd+edd2L06NHo3LkzJk2ahNjYWLz55psYNWoUtm3bVuW8JKX8CkqSGVzi04J6p3hZNKNDrJxfhEN86sxbIb7F+6IUlEqMEI/1GMTLFIpPzgI+n/j7UOZSUK5RQanEKINXOFaUyyf+UVTyusoc4rFKyh/iivj6NZYpKd0p3gWjgu08wiEWa3SITxEr+ZxDwfeHku8lCm9hkWB79+6N48ePy7Y/9dRTgf+/8MILWLduHY4ePYquXbveiu4REZEcjmBlhf1pOhs2bMCePXsCf/t8Pni9XkQpKCZPREQa0fg0nbos7BPs+fPnMWfOHPz0009wOp2YP38+EhIS0KFDh1B3jYjotncriv3XVWExRXwzY8aMQXl5OQYPHoyrV6/ivvvuw9/+9rfAObFERBRC9TxJ1kTYJ9iIiAhMnToVU6dODXVXiIiIhIV9giUiovClC+9aRSHFBEtEROoxv8pigiUiItXq+4FKNcEES0RE6jHByuKhuERERBq4rUewkoKSZJJT/MoZugrxIhgGk1jJOaNJ/Go6kZHipekkJVuAXny5Sn67eX3iV1upcCm4qpBFfLk/R1iEY41G8XJ6orxe8dfl9YjH+ivEV7C+Qny5SsofRiqKFR8ORV4VjzVWiF1Nx1AhXv5QV6HN94eS76VwwCliebd1giUiohpigpXFBEtERKpxBCuP+2CJiIg0wBEsERGpxxGsLCZYIiJSjVPE8phgiYhIPZZKlMUES0REqnEEK48HOREREWmAI1giIlKPI1hZTLBERKSaTqxI1m3ptk6w68+tFI595u6xwrGGSPESfYZIsVKJERHiZewk8VBIegXBSvjFy+PpPeKxXqd4rF9B6T9PhPjPcLeh9n+y63zir0un4P0yKni/jBVKYoVDlZU/VBQrXrIyokysBKKhXLxMoe6qQzjWV35VOFbJ91JY4AhW1m2dYImIqGZ4kJM8HuRERESkAY5giYhIPZ4HK4sJloiIVOMUsTwmWCIiUo8JVhb3wRIREWmAI1giIlKNU8TymGCJiEg9HuQkiwmWiIhU4whWHhMsERGpxwQriwlW0LoflgnHDms7QThWL1gq0WAUPx4tQrzinSI6v3jpQZ1XfLkGlzal/3yRCsoqiq0GAICk16BUoqLSkuLLNbgVxIpX/oOxQkFJw6salT+0i78RhjKnUJyS8od+BeUPlXx/UP3BBEtERKpxilgeEywREannZ4aVwwRLRETqMb/KYoIlIiLVOEUsj5WciIiINMARLBERqcdCE7KYYImISDVOEctjgiUiIvWYYGVxHywREZEGOIIlIiLVdNwHK4sJVgP+sjLhWJ1RbBXodQrKCQpHKtt/ohOvYgeDW3xyxKOg/KHXpKD8YaRwKPxG8eVK+tqvRanzi8fqveIrTa+gVKLRKb7cCId4rLFC/MVFlNV++UMA0F+pEIqTrpQLL1PJ57xeU7Dt3m6YYImISDWOYOUxwRIRkXrMr7J4kBMREZEGOIIlIiL1OEUsiwmWiIhUY6EJeWE3RTx79mwsWLAg6L49e/YgIyMDycnJyMrKgs1mC1HviIgoiCTV7FaPhU2C/fnnnzFlyhSsWbMm6P7S0lI899xzePHFF7F//3707t0bzz33HKR6vmKIiOoCnb9mt/osbBJsVlYWDAYD+vXrF3R/UVEREhMTkZqaisjISIwdOxbnz5/H119/HaKeEhERVe+W7YP1er2oqKh6srder0d0dDRWrVqF5s2bY8qUKUHtJSUlaNOmTeBvg8GAli1boqSkBF26dNG830REdBOcTZR1yxLs/v37MWLEiCr333nnnfjss8/QvHnzGz7O4XAgOjo66D6z2QyHw6FJP4mISAHmV1m3LMH27t0bx48fV/w4s9kMpzO4JJrD4YDFYqmtrtW69edWCsdm3fFHoTiDgufXK/hFqfOK7wTReaKEYw3OCPFYs/ir85nE92r4IxSUVTSKv2dS7VdKVHQkpt6rINYjvmCDU3xbMDrE62YaKhSUPyx3Ccfqror/yBYtgei7fFl4mUo+5/UZKznJC5t9sHISEhKCjhr2+Xz44Ycf0LZt2xD2ioiI6ObCPsE+8sgj+Oabb1BUVAS3241ly5bhjjvuQMeOHUPdNSIi4mk6ssI+wcbFxeHNN9/E0qVLcf/992PPnj1YsmQJdAquLkNERBrx1/BWj4Vdgp0/fz5eeumloPt69eqFzZs346uvvsL69esRHx8fot4REdH1dJJUo9vNnD17FtnZ2ejWrRv69OmD1atXAwDsdjvGjRuH7t27o2/fvigoKAg8xu12Y9q0aejZsyd69+6NZcuWBdokScKiRYvQq1cv3HfffZg9ezZ8vv8cT7Bq1So89NBD6NatGyZOnBh05svWrVuRlpaG5ORkZGdno7S0tNr3JuwSLBER1SEaTRFLkoT/+q//QkJCAvbt24f8/HwsXboUBw8exIwZM2CxWLBnzx7k5eVh4cKFOHToEABg8eLFOHPmDHbs2IH169ejoKAA27ZtAwCsW7cOu3btwubNm7Ft2zYcPHgQK1deO1ht586dyM/Px+rVq7F7927Y7Xa89tprAIBjx45h5syZyM3Nxd69exEbG4upU6dW+9YwwRIRUdg5fPgwzp8/j4kTJyIiIgLt2rXDu+++i+bNm2P79u0YP348oqKi0KVLF2RkZGDTpk0AgMLCQmRnZ8NqtaJ169YYNmwYPvzww0Db8OHD0axZM8TFxSE7OzuoLTMzE/Hx8bBarZgwYQIKCwvh8/mwZcsWpKWlISkpCSaTCRMnTsQXX3xR7SiWCZaIiNTTaAT77bffol27dvjrX/+KBx54AP369cPhw4dht9thNBrRsmXLQGx8fDxKSkpgt9tx8eLFoLNMKtuAa4WLft1ms9kgSdIN2yoqKnDu3LkqbTExMWjUqFG1dfGZYImISD2NDnKy2+3Yt28fYmJisHPnTsybNw85OTmoqKiAyWQKijWZTHA6nYECRGazuUobcK2GwvWPNZvN8Pv9cLvdN2yrfMyv2yrbqyt4xMvVERGRaloVmoiMjESjRo2QnZ0NAOjWrRv69euHvLw8uFzBBUmcTicsFksgCTqdzkAFwMo24Fqyvf6xDocDRqMRUVFRN2wDgAYNGgQl6evbqyt4xAQbYuvP5gvFZTUfKbxMvVe81I/eraDKjttcfVDlcp0Kqj6ZxKs++SPFqz4piZWM4qd9SfraP0VM51dSfUs8Vu8Wr7ikKNYpvt3oKrSpzuQvvyoeW1YmFMfqTCpolGDj4+Ph8/ng8/lgMFz7LPt8PnTs2BEHDhzAmTNn0KJFCwCAzWZD27Zt0bhxYzRt2hQ2mw2xsbGBtsp69m3atIHNZkNSUlKgLSEhIdBWOZVc2dawYUM0a9Ys8LhKly5dgt1uD6qTfyOcIiYiorDzwAMPwGQyYenSpfB6vTh48CA+/fRT9O/fH2lpaVi0aBEcDgeKi4uxdetWDBgwAAAwcOBALFmyBJcvX8bJkyexdu1aDBo0KNCWn5+Ps2fPorS0FG+99VZQ24YNG3DixAmUl5cjLy8PGRkZ0Ov1yMjIQFFREQ4cOACXy4Xc3Fz06dMHMTExN30NHMESEZF6Go1gTSYT1qxZg1dffRW9e/dGdHQ0/vKXvyA5ORk5OTmYOXMmUlJSYLFYMGnSpMCo9Pnnn8fcuXORnp4OnU6HZ599Funp6QCuXRa1tLQUmZmZ8Hg8GDBgQOAiNKmpqTh9+jSys7Nx5coVpKSkYPLkyQCAxMRE5OTkYPr06bhw4QJ69OiBefPmVfsadFI9u3L5hQtiU0F1jaIpYqtVPDa6gXCs1EB8iliyiE8R+zlFzCniylhOEWsiLk78O0Gp/p2n1+jxn3w9p5Z6En44giUiIvXqebnDmuA+WCIiIg1wBEtERKrxerDymGCJiEg9JlhZTLBERKSeggP0bjdMsEREpB5HsLJ4kBMREZEGOIKtI7Q6P++Zu8cKx+rdbvFYh6n6oMrYqEjhWClK/JxZKULBebAG8VhNfpYqONVB5xM/X1XnURDrEj+3FS7xbUH6VQ3Xm/EpOLd13Q/Lqg8i7XEEK4sJloiI1GOClcUES0RE6vEgJ1lMsEREpJ7EUk5yeJATERGRBjiCJSIi9bgPVhYTLBERqcd9sLKYYImISD2OYGVxHywREZEGOIIlIiL1OIKVxQRLRETqMcHKYoK9zSkpN5fVfKRwrC4qSjhWryAWSpZrVFD+UEmpRIMGe1Z8Cs4lVFAqUfIqiHW5hGP9CmKVLFerkqCkIT/Pg5XDBEtEROpxBCuLBzkRERFpgCNYIiJSjyNYWUywRESkHgtNyGKCJSIi1SQW+5fFfbBEREQa4AiWiIjU4xSxLCZYIiJSjwc5yWKCJSIi9VhoQhYTLBERqccRrCwmWBIWDmXsFJVrNCrYvBWUStTpdOLLFSQp+ZJSVCrRKxwbDuuXqD5hgiUiItUkThHLYoIlIiL1OEUsiwmWiIjU42k6sphgiYhIPVZyksVKTkRERBoIuxHs7NmzERERgZdeeilw36uvvor33nsPERERgfs++ugjtGjRIhRdJCKiX0icIpYVNgn2559/xoIFC/Dhhx9i5MjgUzGOHDmChQsXon///iHqHRER3RCniGWFzRRxVlYWDAYD+vXrF3S/3+/H8ePHkZiYGKKeERGRHMkv1ehWn92yBOv1enHlypUqt/LycgDAqlWrMGfOHFgslqDHnTx5Ek6nEwsWLECvXr3w2GOPYefOnbeq20RERKrcsini/fv3Y8SIEVXuv/POO/HZZ5+hefPmN3zclStX0LNnT/zpT39C586dsXv3bjz//PN47733cM8992jdbSIiuhlOEcvSSYpqtGlvypQpiImJCTrI6dfGjBmDrl27Ijs7+xb2jIiISFzY7IOV8+WXX+Ldd98Nus/lciEqKipEPSIiIqpe2CdYnU6HBQsW4MCBA/D5fNiyZQsOHz6M9PT0UHeNiIhIVticpiOnV69emDZtGqZNm4bz588jPj4ey5cvl91nS0REFA7Cbh8sERFRfRD2U8RKzZ49GwsWLAi679VXX8W9996Lrl27Bm5nzpwJUQ/VudHr2rNnDzIyMpCcnIysrCzYbLYQ9a7mMjIykJSUFFg/v//970PdJdWOHDmCzMxMJCcnY9CgQTh06FCou1Rr8vPzq3yWDhw4EOpuqVZcXIwHH3ww8Lfdbse4cePQvXt39O3bFwUFBSHsXc38+rV9/fXXSExMDFp3y5cvD2EPbwNSPXHp0iXppZdektq3by/Nnz8/qG3o0KHSxx9/HKKe1Yzc67pw4YLUtWtXaceOHZLL5ZKWLFkiPfroo5Lf7w9hb9VxOBxSYmKidPHixVB3pcacTqf00EMPSevWrZPcbrdUUFAg9erVSyovLw9112rFiy++KP39738PdTdqzO/3SwUFBVL37t2lnj17Bu7/85//LE2cOFFyOp3S4cOHpZ49e0pfffVV6Dqqgtxr27BhgzR69OgQ9uz2U29GsPW1EpTc6yoqKkJiYiJSU1MRGRmJsWPH4vz58/j6669D1FP1vvvuO8TGxqJJkyah7kqN7d27F3q9HllZWYiIiEBmZiZiY2Oxe/fuUHetVhw9erTOfpaut3z5cqxevRpjxowJ3Hf16lVs374d48ePR1RUFLp06YKMjAxs2rQpdB1V4UavDbg2s9KhQ4cQ9er2VGcSbH2tBKX2dZWUlKBNmzaBvw0GA1q2bImSkpJb2n9RN3udR44cgdFoxNChQ9GrVy+MHDkS33//fai7rIrNZgtaLwAQHx8ftutFCYfDAZvNhtWrV+OBBx5Aeno63n///VB3S5Unn3wShYWF6Ny5c+C+U6dOwWg0omXLloH76uK6u9FrA679ODp48CBSU1PRt29fLFiwAG63O0S9vD2E/VHEleprJSi1r8vhcCA6OjroPrPZDIfDoUk/a+pmr3P06NHo3LkzJk2ahNjYWLz55psYNWoUtm3bBpPJFILeqldRUQGz2Rx0n8lkgtPpDFGPak9paSm6d++Op59+Gnl5eSguLsaYMWMQFxeHlJSUUHdPkWbNmlW5r6Kiosr2VhfX3Y1eGwDExMTg/vvvx9ChQ3Hx4kVMmDABeXl5mDhx4i3u4e2jziTY3r174/jx44ofl5ycjHfeeSfw98MPP4zf/va32LVrV1gkWLWvy2w2V/ngOxyOKiPdcFHd63zqqacC/3/hhRewbt06HD16FF27dr0V3as1N1ovTqczbNeLEi1btsTatWsDf/fo0QODBg3Cjh076lyCvRGz2QyXyxV0X31ZdwCCDmiyWCzIzs5Gbm4uE6yG6swUsVr1tRJUQkJC0FHDPp8PP/zwA9q2bRvCXqmzYcMG7NmzJ/C3z+eD1+utk+vo1+sFuDZtXBfXy699++23ePvtt4Puc7lciIyMDFGPalerVq3g8XiCzjCoL+vObrdjwYIFgV1PQP34Hgx39T7B1tdKUI888gi++eYbFBUVwe12Y9myZbjjjjvQsWPHUHdNsfPnz2POnDn46aef4HQ6MX/+fCQkJNTJAzJ++9vfwu12Y82aNfB4PHj//fdRWloadLpEXWWxWLB06VJ88skn8Pv9+PLLL/HRRx/h8ccfD3XXakV0dDTS0tKwaNEiOBwOFBcXY+vWrRgwYECou1ZjVqsVn376KZYuXQqPx4NTp05h+fLleOKJJ0LdtXqtzkwRq1VfK0HFxcXhzTffxNy5c/HSSy8hMTERS5YsgU6nC3XXFBszZgzKy8sxePBgXL16Fffddx/+9re/Qa+ve7//IiMjsWLFCsyaNQu5ublo1aoVli1bVi+mGePj4/H6669j8eLFmDJlCpo3b4558+ahU6dOoe5arcnJycHMmTORkpICi8WCSZMmISkpKdTdqjG9Xo/ly5dj9uzZ6NWrF0wmE4YOHYrhw4eHumv1Gis5ERERaaDuDRGIiIjqACZYIiIiDTDBEhERaYAJloiISANMsERERBpggiUiItIAEyxRDRw4cADDhg3TbPknTpzAk08+Ca/Xq9lzEJE2mGCJVHK5XJg+fTomT56s2XO0a9cOiYmJWLFihWbPQUTaYIIlUumDDz5A06ZN0aVLF02fZ8SIEVixYgXKyso0fR4iql1MsEQAPv74Y9xzzz2BC6NLkoQRI0bg8ccfl71m5qpVq4JqWn/wwQfo378/NmzYgNTUVNx7773IysoKurbtPffcg4KCAjz11FPo3LkzHn30URw6dAjr169HSkoKunXrhhdffDHoOdu0aYM777wT7733nkavnoi0wARLBCA9PR0ZGRmYNWsWrl69ijVr1uCrr77CwoULb3i1mJKSEpw8eRJ9+/YNuv/06dPYsmUL8vLy8N5778FutyMnJycoJjc3F6NHj0ZhYSGio6MxevRo7NixAytWrMC8efNQVFRU5ULmKSkp+Oyzz2r9dRORdphgiX7x8ssvw+v1Yvr06Vi0aBGmTp2KNm3a3DC2uLgYZrMZd911V9D9Ho8Hr7zyCu6991507NgRQ4YMwaFDh4JihgwZgtTUVCQkJGDQoEGw2+2YNWsW2rdvj379+iExMREnTpwIeky7du1w+PDhWn29RKQtJliiXzRq1AivvvoqPv74Y/To0QNDhw6VjS0tLUWjRo2qXL1Ip9OhVatWgb+tVis8Hk9QzN133x34v9lshl6vD0rUJpOpyrR0kyZN4PF4YLfbVb02Irr1mGCJrvPtt9/CYDDg6NGjuHTpkmycTqeDz+ercr9er4fRGHwVyF9fsOrX7TqdrtrLDPr9/sDyiahu4KeV6BfffPMNli1bhoULFyI2NhYvv/yybGxcXBwuX75cJXlq5dKlSzCbzbBarbfk+Yio5phgiQC43W689NJLSE1NxaOPPorZs2djx44d2LRp0w3ju3TpAo/HU2VfqVaOHDmi+elARFS7mGCJACxevBgXLlwIjFq7dOmCZ599FnPmzMHZs2erxLdu3RoJCQnYt2/fLenfvn37kJaWdkuei4hqh066VXNcRPXMunXrsHHjRnzwwQeaPs+xY8fwzDPPYOfOnWjYsKGmz0VEtYcjWCKVBg8eDLvdjn/961+aPs8777yDESNGMLkS1TFMsEQqRUZGYu7cuVi0aJFmz/Hdd9/h2LFjGD16tGbPQUTa4BQxERGRBjiCJSIi0gATLBERkQaYYImIiDTABEtERKQBJlgiIiINMMESERFp4P8Dupm4F89h3jkAAAAASUVORK5CYII=\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plane_xy.z.mpl.scalar(filter_field=field.norm)" ] }, { "cell_type": "markdown", "id": "9c8d97d6-8090-4cde-aaee-89b55d1742c5", "metadata": {}, "source": [ "The colorbar is added to the plot by default. However, we can remove it from the plot." ] }, { "cell_type": "code", "execution_count": 14, "id": "79d5acb9-771c-49e5-9b67-be6a1ec2ce3d", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plane_xy.z.mpl.scalar(filter_field=field.norm, colorbar=False)" ] }, { "cell_type": "markdown", "id": "4b799f92-7792-4e5e-8c70-c76aeef7aed2", "metadata": {}, "source": [ "Similarly, we can change the colorbar label." ] }, { "cell_type": "code", "execution_count": 15, "id": "b1b28e95-fd93-467d-84b8-298bf3ca7f28", "metadata": {}, "outputs": [ { "data": { "image/png": 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qZLwNOodYH3Q28eeltYm/Xlqr+O+HnN8lujfc04maiIjKhyNq9TFRExGRYkzU6mOiJiIixSQmatWx4AkREVEA44iaiIgU43nU6mOiJiIixXiMWn1VZup72bJlePjhh9GxY0fv7dChQ/7uFhHRPU2SNOW6UdmqzIj6+PHjGDNmDP72t7/5uytERPQ7jqjVV2VG1CdOnEBUVJS/u0FERFSpqkSitlqtMJvNWLlyJR577DHEx8fj888/93e3iIjueZz6Vl+VmPrOzc1F586d8eKLLyI9PR3Z2dlITk5GREQEYmJiFLerlVOqLyRYONRjEC9D6DLqhOKcRvEPtMskJ1Y4FC4ZJUTllAUNrWUVjm0QViAea8wXjg0PEW/XpHUIx4oq9Ih/vnLtocKxl0LCxGN14u2Kv1qAyy3+3LRO8c+uzi4e67SJxeoEv48AoJPxPdfK+P2Q9bsUADj1rb4qkagbNWqE1atXe//dpUsX9O/fHzt37ixXoiYiovKRZPz9TspUianvH3/8ER999JHPNrvdjuBg8b9SiYio4nmgKdeNylYlErXJZMIHH3yAr776Ch6PB/v27cMXX3yBZ555xt9dIyIiUlWVmPqOjIzEe++9h/nz52PChAlo0KABZs2ahbZt2/q7a0RE9zQuCFNflUjUABAbG4vY2Fh/d4OIiG7DxWTqqzKJmoiIAg8Xk6mvShyjJiIiuldxRE1ERIrxGLX6mKiJiEgxJmr1MVETEZFiXEymvmqXqBMbDBWO1UVECMdKIeLlAj3B4mUI3QaxZQIug/iXwW0UDoXLJL4SxGNyC8eaQu3CsXLKgjYJzROOjTTmivchyCIcG6YTL3kqKl/Gm3YpqJZwrFEnXspVDrdbfHlLoV38++ASLPUJAHoZsaLfH9HvIyDvey7n9wMySojK+b3b7skQ74MMXEymPi4mIyIiCmDVbkRNRESVh8eo1cdETUREijFRq4+JmoiIFOMhavUxURMRkWIcUauPi8mIiIgCGEfURESkHOe+VcdETUREinHqW31M1EREpBgLnqiPx6iJiIgCWLUbUWv04k9JoxcvAegJkhEro7SgJ0hs2sgTLNwk3DJiPQbxP4e1JpdwbJhRRglRY75wrJyyoM0NF4VjH9KLlyYN0zqEY0Xly3iD1ShhCgBWt3iZy3y7eJlLm0n8uXkKZZTfDRafchV9eUW/j7falFFCVMbvh1bG75Kc3zu1cOq7ZJs2bSp1X3BwMBo0aIDo6GjodGW/3/5/l4mIqOpioi7RwoULcf78eXg8HoSFhQEA8vPzodHcer0kSUKTJk2wfPlyNGzY8K5tceqbiIgUk6Ty3aqrQYMGoWXLltiyZQu+++47fPfdd9i2bRsefvhhTJ48Gf/5z38QGRmJOXPmlNkWEzURESknlfNWTa1YsQJvv/02WrRo4d3WtGlTTJkyBUuWLEF4eDhGjx6N/fv3l9kWEzUREVEFKywsRFBQ8XUfOp0OBQW3Lu1bo0YNOBxlr3lhoiYiIsUkSVOu290cPnwYzz77LDp16oQnn3wSW7ZsAQBYLBaMHDkSnTt3Ru/evZGR8ce1th0OByZNmoRu3bqhR48eWLRo0W19lTBv3jx0794dXbt2xYwZM+B2u737V6xYgccffxydOnXC2LFjUVhY6N23detWxMXFITo6GklJScjNvfvC1h49emD69On43//+59127tw5pKamonv37pAkCevXr0erVq3KfI2ZqImISDmVpr7dbjdGjhyJ4cOH4/Dhw0hNTcWECRNw/vx5TJkyBSaTCXv37kV6ejrmzp2Lo0ePAgDmz5+PCxcuYOfOnVi7di0yMjKwbds2AMCaNWuwe/dubN68Gdu2bcPhw4exfPlyAMCuXbuwbNkyrFy5Env27IHFYsE777wDADh58iSmTp2KtLQ07N+/H+Hh4Zg4ceJdX5Zp06bB6XTiiSeeQM+ePdGjRw/8+c9/htPpxLRp0/DNN99gxYoVeO2118p8ibnqm4iIFFPr9KwbN24gLy8PbrcbkiRBo9EgKCgIOp0OO3bswL///W+EhISgffv2SEhIwKZNmxAdHY3MzEzMmzcPYWFhCAsLw+DBg7Fx40b06dMHmZmZeOWVV1C/fn0AQFJSEt5//30MGzYMmZmZGDBgACIjIwEAo0ePxksvvYQpU6Zgy5YtiIuLQ4cOHQAAY8eOxaOPPorc3FyEh4eX2P969erh888/x4EDB3DixAnodDq0atUKjzzyCIBbp2h98803qFmzZpmvBRM1EREFnDp16iAxMRGvv/46xo0bB4/Hg9TUVFy7dg16vR6NGjXyxkZGRiIrKwsWiwVXr15F8+bNffatWbMGAJCTk1Nsn9lshiRJyMnJwZ/+9CeffYWFhbh06RJycnLQsWNHn77VqlULZrO51EQNABqNBt27d0f37t1LfH6imKiJiEg5lVZuezweGAwGvP/++4iNjcXevXvxxhtvYNGiRTAYDD6xBoMBNpsNVuutYkBGo7HYPgCwWq0+9zUajfB4PHA4HCXuK7rPnfuK9hc9XklycnIwY8YMHDlyBE6ns9j+H374QfSlYKImIqLyUGfqOysrC9nZ2Rg/fjwAoHfv3ujduzcWLFgAu9238qHNZoPJZPImU5vNhtDQUJ99wK2kfft9rVYr9Ho9QkJCStwH3FqZfXuyv31/UbslmTJlCiwWC8aMGeMteKJU9UvUAuXYlMRKcmL1MsoQCr4DHjltileChBQk/udwUJC77KDfhYWIlxANDykQjm0QZBGOlVMW9EG9eFnO2tqK/9pc98gpCyr+vPKDjGUH/e5yiPiPySUZsdeCSv8xu5NTxudRzudc9Pvj0Ys/vpzvuZzfD7V+w1Sj0oj6t99+K3bqkl6vR9u2bfHf//4XFy5c8Fb0MpvNaN68OWrXro169er5TEmbzWY0a9YMANCsWTOYzWbvsWaz2YymTZt69+Xk5Hgfy2w2o2bNmqhfv773fkXy8vJgsVi87ZYkOzsbGRkZaN26dblfC9mrvvPz873ngBER0T1OpVXfPXr0wIkTJ7B+/XpIkoSDBw9i+/bt+Mtf/oK4uDjMmzcPVqsV2dnZ2Lp1K/r27QsA6NevHxYsWIDr16/jzJkzWL16Nfr37+/dt2zZMly8eBG5ublYsmSJz75169bh9OnTKCgoQHp6OhISEqDVapGQkICsrCwcOnQIdrsdaWlp6NWr112PM0dERECqoNJrZQ4NCgoKkJGRga+//hrHjh3zzrUbDAZ06NABTzzxBJ5++mnvNAMREVF5tWrVCunp6Xj//feRmpqKhg0bYs6cOWjXrh1SUlIwdepUxMTEwGQyYdy4cd5R8muvvYaZM2ciPj4eGo0GL7/8MuLj4wEAiYmJyM3NxYABA+B0OtG3b18MGTIEABAbG4vz588jKSkJN27cQExMDN58800AQFRUFFJSUjB58mRcuXIFXbp0waxZs+7a/+TkZMycORPTp09H48aNodUqPxtaI5WS8j0eDz766CMsXboUDRs2RO/evdGiRQvUrVsXbrcb165dw/Hjx3HgwAFcuHABQ4cOxbBhw6D389Vc/mwcLByriyh9td6d3BG1hWMdEeLTjdZwsdfLWk/8TbaJPy04wsWns4PCxadnHwq/JhzbtvZvwrHtTOfF2w35X9lBv/P/1Lf4lcnOu8Q/Xz/aHxCO/b7wQfF2r98vHPtrrvjqVmeu+HMLzhWf9jUIXnTNeNUj3KYxV/w9C74i/vnSXbkuHOu+In41uSzrauFYOZr83zvluv+ZIW9WUE8CS3x8PM6dOwe32w2NRlMsUVfIYrKBAweiTZs2+Oyzz0qdh3/66acB3DoZ/JNPPsHAgQOxYcMG4QcnIqKqrTpfWKM8hg8fXmFtlZqoZ8+e7XO+2d20bt0as2bNwunTpyusY0REVAUwUZfomWeeqbC2Sk3Uokn6drdfJYSIiO4BvB6115QpUzBhwgTUqFEDU6ZMKTVOo9Fg+vTpwu0KHWxzOp1Yv349Tp8+XeKVPlJSUoQfkIiIqDo6c+aM9yIfZ86cqbB2hRL1hAkTkJWVhaioKISEhPjs02j41xQR0b1Kw6lvr1WrVpX4/+UllKh3796NtLQ0nzqoREREPEZdOrvdjpycHNhsNp9zqjUajU/t8LIIJeqwsDDvFUWIiIi8eIy6RLt378Ybb7yBwsLCYoVPNBoNTpw4IdyWUKIePnw45syZg7fffttbsi1QyZqK18k4AV1GqKSVUVpQMFSS9fgyyiDqxGP1evFzrkN04ueYmrTF1z2UJkwnfj5qmIx25ZwbHao1lB0km63skN9ZVHq95LwPct5fOZ8bh4zPo6zPueB3Uk7OkfM9l1UDUsbvEg89Bq533nkHjz32GEaMGCF0Kcu7Efp1atu2Ld5//33ExcVBq9UW+3DIOXGbiIiqEU59l+jcuXNYvHgxHnrooXK3JZSoJ02ahCZNmqBfv353vVoIERHdY5ioS9SiRQucP3++8hL1uXPnsHnzZjRp0qTcD0hERNUIE7XX4cOHvf8fHx+PSZMm4dVXX0WTJk2KlRDt1KmTcLvCU99nz55loiYiIl9cTOaVmJgIjUbjs3jsX//6V7E4VRaTPfvss5g0aRIGDhyIhx56qNiFN4ouL0ZERHSv2rlzpyrtCiXqolJoixYtKrZPo9FUSqI+fvw43nrrLfz8889o3Lgx3n77bURHR6v+uEREVDoWPPnDAw/8cbW6iRMnYvLkycUuAX39+nVMmTIFCxYsEG5XKFGfPHlSuEE12O12JCcnIzk5Gc8//zwyMzMxYsQI7NixAzVq1PBr34iI7mlM1F6//PIL8vLyAACbNm1CXFwcatWq5RNz6tQpfPvtt7La9e/FowXt378fWq0WiYmJAIABAwbgk08+wZ49e9CnTx8/946IiAg4f/48kpKSANyabX711VdLjBs8eLCsdoUS9S+//ILU1FQcOXIETqez2H61z6M2m83FrokdGRmJnJwcVR+XiIjujlPff4iJicGePXsgSRJ69+6NjRs3om7duj4xNWrUKDYdXhahRP3WW2/BYrFgzJgxCAsLk/UAFaGwsBBGo9Fnm8FggM0mXs2JiIhIbQ0aNADge8jY5XIVW4Qth9A9s7OzkZGRgdatWyt+oPIwGo3FkrLNZmPxFSIif+PpWaXatGkTFi9ejPPnz+PLL7/Exx9/jPr162PkyJGy2hEqKhsREVGsqHhlatq0Kcxms882s9mM5s2b+6lHREQE4NZisvLcqqlNmzZh5syZePrpp6HT6QAArVu3xtKlS7F06VJZbQkl6uTkZMycORNmsxkej0d+j8vp0UcfhcPhwKpVq+B0OvH5558jNzcXPXv2rPS+EBHRbZioS7R8+XJMmTIFycnJ3qpkL774IlJSUvDZZ5/Jakto6vv//u//cO7cOfTp0wcajaZYKTS1F5MFBwdj6dKlmDZtGtLS0tC4cWMsWrSIU99ERBSQzp49W2Ktj+joaFy6dElWW8KXufS31q1b49NPP/V3N4iI6DZc9V2y+++/HydPnkSjRo18tu/btw/333+/rLaEEvUzzzwjq1EiIrpHMFGXaOjQoZg2bRquXLkCSZJw8OBBbNiwAStWrMDrr78uq61Sj1G/9NJLsqa0jxw5IvskbiIiquJ4jLpEAwcOxMiRI7FkyRLYbDZMnjwZGzZswPjx4/HSSy/JaqvUEfXo0aMxduxYhIeHIz4+HjExMXjwwQd9Yn7++WccOHAAGzZswI0bN5CamqrsGRERUZXEqe/SJSYmIjExEXl5eQgODpZd6KRIqYm6S5cu2Lx5M9avX49PPvkEM2bMgMFgQO3ateF2u3H9+nU4nU5ERkZi8ODBGDBgAIKDgxU/ISIiourkl19+wc8//wyHw1Fsn5yLWd31GHVwcDBefPFFvPjiizCbzTh27BiuXr0KjUaDiIgItG/fHo0bN5bfeyIiqh5Y8KREH330EdLS0krcJ/eqk8I1zSIjIxEZGSncsL/IKszilnFOuIxQjUe8D6LTRhpZjy/+xdG4xWNdLp1wrN0tXi6v0CM+E5PvNpYdVBQro93rHqtwLFDxpWuve1zCsfkeGa+BjNdLzvsg5/2V87mR83mU9TkX/P7ImcaV8z2X8/sh53fJn4Wo/uiEvzsQmD755BP84x//QFJSEkJCQsrVVpW4ehYREQUmHqMumd1uR//+/cudpAHBymREREQl4qrvEvXr1w/r16+vkLY4oiYiIqpgSUlJ6NevH7Zt24YHH3ywWEXP5cuXC7cllKhPnjzptytnERFR4OLUd8kmTpwIAGjbtm25y10LJeqnn34aUVFRePbZZ/GXv/yl2IWwiYjoHsVEXaL//ve/WLlyJTp06FDutoSOUWdlZSEuLg6rV69Gr169MHLkSOzYsQMul/hKVSIiqoZ4jLpE9913H4KCgiqkLaFE/dBDD+HVV1/Fv//9b6xatQoNGjRASkoKHn/8caSmpuLkyZMV0hkiIqLq4I033sDUqVOxb98+/O9//8OlS5d8bnLIXkzWsWNH2O12AMCGDRuwefNmfPrpp2jXrh1SU1OrxLnWRERUMXiMumRjx46F0+nEkCFDoNH8cc6/JEnQaDQ4ceKEcFvCifrkyZPIzMzEF198gby8PMTExGDu3Lno3bs38vPzMXnyZIwaNQpbtmyR92yIiIiqmY8//rjC2hJK1AkJCfjll1/QsmVLDB06FP369fNZUFanTh30798f//rXvyqsY0REVAVwRF2ibt26AQAKCgqQk5ODoKAgNGrUSNGFOYQSdY8ePfDuu+8iKiqq1JhHHnkEX375pewOVDi3W5VYjZxYl/gnVyu4Hk8rp02njNKKMmJdTvFSkPl28Wo8uXbxD+6loFrCsWE6OWVB84QjLdriBfbLS05Z0F9d4mddXHKKv15y3gc576+cz42cz6PWKRwq/P0R/T4C8r7ncn4/1PoNUwunvkvmdrsxa9YsfPrpp3C73ZAkCcHBwRg4cCAmTZpU7LzquxFK1JMmTSozpnbt2sIPSkREVJ0tWrQIW7ZsweTJk9G1a1e43W4cOnQICxYsQHh4OJKTk4XbYmUyIiJSjiPqEq1fvx7Tpk1DfHy8d1urVq1Qt25dzJs3j4maiIgqCRN1ia5du4a2bdsW296mTRvZp2fxohxERKSYRirfrbpq1qwZduzYUWz79u3b0aRJE1ltcURNRETKVeNkWx7/+Mc/MGrUKJw4cQLR0dEAgMOHD+PLL7/EO++8I6stJmoiIqIKFhcXh/nz52Pp0qXYvn07QkJC0KJFCyxduhSPPfaYrLY49U1ERIpx6rt0VqsVCxYswNGjR/HSSy/h2rVr2LZtGwoLC2W1w0RNRETK8aIcJVqwYAGmTZuGixcv4rvvvsOHH36Ibt264ciRI3j33XdltcVETUREyjFRl2jjxo149913ER0dja+++godO3bE1KlTkZqaiu3bt8tqi4maiIiogl25cgUPP/wwAOA///kPHn/8cQBAREQECgoKZLVV7RaTSTKukS25ZJQFdYrHah0yYp1ib4HWIV5aUSejwqXWJqOEaKH4xyXfKF5i8lJImHCsUSejbqQM+UHiJTzllSYVfHy3+OPLKQtqtoaLt2sVfx/yreLvr0fG50Yv4/Mo63MuGKt1yijVK+N7Luf3Q87vkpzfO7VU9+PMSjVq1Ag//PAD8vLycPbsWfTq1QsAsGvXLjRq1EhWW9UuURMRUSVioi7R3//+d4wZMwZarRZdu3ZF27ZtsXDhQnz44YeYOXOmrLaYqImISDkm6hI9++yzaNu2Lc6dO+ed9o6OjsaKFSvQtWtXWW0xURMRkWKc+i5dq1at0KpVK++/e/TooagdLiYjIiIKYBxRExGRchxRq46JmoiIFOPUt/qYqImISDkmatUxURMRkXJM1KrjYjIiIqIAxkRNRESKacp5K83mzZvRsWNHn1vr1q0xZcoUWCwWjBw5Ep07d0bv3r2RkZHhvZ/D4cCkSZPQrVs39OjRA4sWLfLukyQJ8+bNQ/fu3dG1a1fMmDEDbvcfleBWrFiBxx9/HJ06dcLYsWN9rnK1detWxMXFITo6GklJScjNzS3fCydDtZv6XntpuXDsSy1eE47V2MVLV8opLaizeYTi5JRWdFnFY/WF4rEeg0441hoio4SoLlQ4Vg6rO0g49rKMMqYm0XqUMhR6goVjc+3ir5ecsqCX8sXbtRaIv7/aQvHPjZzPo5xKrnqb2Pys6PcRkFlCVMbvh2S3C8eK/t5FRIh/DmRTaeq7X79+6Nevn/ffe/fuxZtvvomRI0diypQpMJlM2Lt3L06dOoVhw4ahRYsWiI6Oxvz583HhwgXs3LkTV69exdChQ9G4cWP06dMHa9aswe7du7F582ZoNBokJSVh+fLlGDZsGHbt2oVly5Zh5cqVCA8Px+uvv4533nkH06ZNw8mTJzF16lQsX74crVq1QkpKCiZOnIilS5eq8+TvwBE1EREpVhnXo7558yYmTJiAadOmISwsDDt27MCoUaMQEhKC9u3bIyEhAZs2bQIAZGZmIikpCWFhYWjSpAkGDx6MjRs3eve98sorqF+/PiIiIpCUlOSzb8CAAYiMjERYWBhGjx6NzMxMuN1ubNmyBXFxcejQoQMMBgPGjh2Lb7/9ttJG1UzUREQU0D7++GO0bNkSTzzxBM6ePQu9Xu9zYYvIyEjk5OTAYrHg6tWraN68ebF9AJCTk1Nsn9lshiRJJe4rLCzEpUuXiu2rU6cOatWqBbPZrObT9qp2U99ERFSJVF71ffPmTaxevdo7zVxYWAiDweATYzAYYLPZYLXeOh5iNBqL7QMAq9Xqc1+j0QiPxwOHw1HivqL73LmvaH/R46mNI2oiIlJOKuetDDt27EDDhg0RHR0N4FaCtN9xHN9ms8FkMnmTaVFivn0fcCtp335fq9UKvV6PkJCQEvcBQI0aNXyS/e37i9pVGxM1EREppvYx6l27diE+Pt7778aNG8PpdOLChQvebWazGc2bN0ft2rVRr149nylps9mMZs2aAQCaNWtWbF/Tpk29+4qmyIv21axZE/Xr1y92v7y8PFgsFm+7amOiJiIi5VQeUR87dsw7mgaA0NBQxMXFYd68ebBarcjOzsbWrVvRt29fALdWiy9YsADXr1/HmTNnsHr1avTv39+7b9myZbh48SJyc3OxZMkSn33r1q3D6dOnUVBQgPT0dCQkJECr1SIhIQFZWVk4dOgQ7HY70tLS0KtXL9SpU6f8r5+AKnGMOiEhAefOnYNWe+vvioYNG+KLL77wc6+IiEhNbrcbv/32GyIiIny2p6SkYOrUqYiJiYHJZMK4cePQoUMHAMBrr72GmTNnIj4+HhqNBi+//LJ3RJ6YmIjc3FwMGDAATqcTffv2xZAhQwAAsbGxOH/+PJKSknDjxg3ExMTgzTffBABERUUhJSUFkydPxpUrV9ClSxfMmjWr0l4HjSRJAV0AzmazoVOnTvjPf/6DunXrlhl/5Uq+cNuyzqMOL/uxi7jCxc9ZtNczlB0EwFZX/FxUW13xiRK7jD8IHXXFzzGV6oifaxxaS3xBRoOwAvFYo/hnITxEvF2eRw0UWIxlB/1Oc038uQXniX92Q64Jh8KQJ/bZNeSJnxsdctVWdtDv9Lnin0UpN084dtXp94Ti1DyPuuPI+eW6/5EPx1RQT6qvgB9R//TTTwgPDxdK0kREVMkCeqhXPQREona5XD6l2opotVocP34cer0egwYNwtmzZ9GmTRtMnjy50g7iExFR6XiZS/UFRKI+ePCg9zjB7R544AEMHz4c7dq1w7hx4xAeHo6FCxdi2LBh2LZtW7Hz2uTyyCjVp7OLT3dqbeLlAvVWsTKXQVbxKUFXofg3xx0io4RokHisUydevlN80hlwu8Vfh3y7jDKmMkqIhuhcwrGi7G7xr6Kc55VvFY+VUxYUN8TfX32+nJK24l3Qy/icB1nFYvVW8alvOd9zyPj9kPO7RPeGgEjUPXr0wKlTp0rd/8ILL3j/f8yYMVizZg1OnDiBjh07Vkb3iIioNBxRqy7gT89at24d9u7d6/232+2Gy+VCiIyLPhARkUpUPj2LqkCivnz5MlJTU/Hbb7/BZrNh9uzZaNq0KVq3bu3vrhER3fMq46Ic97qAmPq+m+TkZBQUFOD555/HzZs30bVrV3z44Yfec6qJiMiPmGxVF/CJOigoCBMnTsTEiRP93RUiIqJKF/CJmoiIApcmsGtmVQtM1EREpBzztOqYqImISDEuCFMfEzURESnHRK06Lp0mIiIKYPf0iFqSUapPsolfKUdTKF6MRWcQK8WoN4hfPSs4WLxkoyTnE6AVb1fO34Aut/jVlQrtMq4iZhJv91qQSThWrxcvMynK5RJ/Xi6neKynUPwN1haKtyunLGiwrFjx4VnwTfFYfaHY1bN0heJlQTWF6vx+yPldCgSc+lbfPZ2oiYionJioVcdETUREinFErT4eoyYiIgpgHFETEZFyHFGrjomaiIgU49S3+pioiYhIOZYQVR0TNRERKcYRtfq4mIyIiCiAcURNRETKcUStOiZqIiJSTCNW9I3K4Z5O1GsvLReO/etDI4RjdcHipSt1wWIlRIOCxMs7SuKhkLQyguXwiJeN1DrFY1028ViPjJKYziDxYYFDV/FDCI1b/HlpZLxeehmvl75QTqxwqLyyoLJixUu5BuWLlQbVFYiX79TctArHugtuCsfK+V0KCBxRq+6eTtRERFQ+XEymPi4mIyIiCmAcURMRkXI8j1p1TNRERKQYp77Vx0RNRETKMVGrjseoiYiIAhhH1EREpBinvtXHRE1ERMpxMZnqmKiJiEgxjqjVx0RNRETKMVGrjola0JpfFwnHDm4+WjhWK1hCVKcXX/cXJF4JUhaNR7wkp8Yl3q7Ork5JTHewjHKjYm8DAEDSqlBCVFbJVfF2dQ4ZseIVMaEvlFHq86ZKZUEt4i+ELt8mFCenLKhHRllQOb8fRHdioiYiIsU49a0+JmoiIlLOw0ytNiZqIiJSjnladUzURESkGKe+1cfKZERERAGMI2oiIlKOBU9Ux0RNRESKcepbfUzURESkHBO16niMmoiIKIBxRE1ERIppeIxadUzUKvDk5wvHavRib4FWI6PMpnCkvONLGvHqjtA5xCdrnDLKgroMMsqCBguHwqMXb1fSVnyNVo1HPFbrEn/TtDJKiOpt4u0GWcVj9YXiTy4ov+LLggKA9kahUJx0o0C4TTnf82pNxmeXlGGiJiIixTiiVh8TNRERKcc8rTouJiMiIgpgHFETEZFynPpWHRM1EREpxoIn6gu4qe8ZM2Zgzpw5Ptv27t2LhIQEREdHIzExEWaz2U+9IyIiH5JUvhuVKWAS9bVr1zBhwgSsWrXKZ3tubi5effVVvP766zh48CB69OiBV199FRLfYCIiv9N4ynejsgVMok5MTIROp8OTTz7psz0rKwtRUVGIjY1FcHAwRowYgcuXL+P777/3U0+JiIgqT6Udo3a5XCgsLF50QKvVIjQ0FCtWrECDBg0wYcIEn/05OTlo1qyZ9986nQ6NGjVCTk4O2rdvr3q/iYjoLji7qbpKS9QHDx7EkCFDim1/4IEH8PXXX6NBgwYl3s9qtSI0NNRnm9FohNVqVaWfREQkA/O06iotUffo0QOnTp2SfT+j0QibzbdUoNVqhclkqqiuVbi1l5YLxybe9zehOJ2Mx9fK+AtX4xI/SKRxhgjH6mxB4rFG8WfnNogfrfEEySg3qhd/zaSKryAqa+Ws1iUj1inesM4m/lnQW8XryeoKZZQFLbALx2puiv+xLloa1H39unCbcr7n1Rkrk6kvYI5Rl6Zp06Y+q7zdbjd+/fVXNG/e3I+9IiIiqhwBn6j/9Kc/4YcffkBWVhYcDgcWLVqE++67D23atPF314iIiKdnqS7gE3VERAQWLlyIDz74AI888gj27t2LBQsWQCPjalJERKQSTzlvVKaAS9SzZ8/G+PHjfbZ1794dmzdvxpEjR7B27VpERkb6qXdERHQ7jSSV63Y3Fy9eRFJSEjp16oRevXph5cqVAACLxYKRI0eic+fO6N27NzIyMrz3cTgcmDRpErp164YePXpg0aJF3n2SJGHevHno3r07unbtihkzZsDt/mO9xYoVK/D444+jU6dOGDt2rM+ZSlu3bkVcXByio6ORlJSE3NzcinoJyxRwiZqIiKoQlaa+JUnCP/7xDzRt2hQHDhzAsmXL8MEHH+Dw4cOYMmUKTCYT9u7di/T0dMydOxdHjx4FAMyfPx8XLlzAzp07sXbtWmRkZGDbtm0AgDVr1mD37t3YvHkztm3bhsOHD2P58luLAnft2oVly5Zh5cqV2LNnDywWC9555x0AwMmTJzF16lSkpaVh//79CA8Px8SJE9V9XW/DRE1ERAHn2LFjuHz5MsaOHYugoCC0aNECn376KRo0aIAdO3Zg1KhRCAkJQfv27ZGQkIBNmzYBADIzM5GUlISwsDA0adIEgwcPxsaNG737XnnlFdSvXx8RERFISkry2TdgwABERkYiLCwMo0ePRmZmJtxuN7Zs2YK4uDh06NABBoMBY8eOxbfffltpo2omaiIiUk6lEfWPP/6IFi1a4N1338Vjjz2GJ598EseOHYPFYoFer0ejRo28sZGRkcjJyYHFYsHVq1d9zgoq2gfcKqB15z6z2QxJkkrcV1hYiEuXLhXbV6dOHdSqVavSrjvBRE1ERMqptJjMYrHgwIEDqFOnDnbt2oVZs2YhJSUFhYWFMBgMPrEGgwE2m81bCMtoNBbbB9yqwXH7fY1GIzweDxwOR4n7iu5z576i/ZVVeIuXuSQiIsXUKngSHByMWrVqISkpCQDQqVMnPPnkk0hPT4fd7lsYx2azwWQyeZOpzWbzVrQs2gfcStq339dqtUKv1yMkJKTEfQBQo0YNn2R/+/7KKrzFRO1nay8uE4pLbDBUuE2tS7x0ldYho2qUw1h2UFG7NhlVzAziVcw8weJVzOTESnrx0/0kbcWfGqjxyKkmJx6rdYhXEJMVaxP/3GgK1ak25im4KR6bny8Ux2pjCqiUqCMjI+F2u+F2u6HT3fouu91utGnTBocOHcKFCxfQsGFDAIDZbEbz5s1Ru3Zt1KtXD2azGeHh4d59RdeLaNasGcxmMzp06ODd17RpU+++oinyon01a9ZE/fr1vfcrkpeXB4vF4nMdCjVx6puIiALOY489BoPBgA8++AAulwuHDx/G9u3b8dRTTyEuLg7z5s2D1WpFdnY2tm7dir59+wIA+vXrhwULFuD69es4c+YMVq9ejf79+3v3LVu2DBcvXkRubi6WLFnis2/dunU4ffo0CgoKkJ6ejoSEBGi1WiQkJCArKwuHDh2C3W5HWloaevXqhTp16lTKa8ERNRERKafSiNpgMGDVqlWYPn06evTogdDQUPzrX/9CdHQ0UlJSMHXqVMTExMBkMmHcuHHeUfJrr72GmTNnIj4+HhqNBi+//DLi4+MB3Lqccm5uLgYMGACn04m+fft6LxYVGxuL8+fPIykpCTdu3EBMTAzefPNNAEBUVBRSUlIwefJkXLlyBV26dMGsWbNUed4l0UhS9arhduWK2BRXVSNr6jssTDw2tIZwrFRDfOpbMolPfXs49c2p76JYTn2rIiJC/DdBrqfaTS7X/b/6PrWCelJ9cURNRETKsQyo6niMmoiIKIBxRE1ERIrxetTqY6ImIiLlmKhVx0RNRETKyVgIScowURMRkXIcUauOi8mIiIgCGEfUVYRa53f+9aERwrFah0M81mooO6goNiRYOFYKET/nWgqScR61TjxWlT9vZZzionGLn++sccqItYufGw27+GdBuqNG8t24ZZwbvebXRcKxpCKOqFXHRE1ERMoxUauOiZqIiJTjYjLVMVETEZFyEkuTqY2LyYiIiAIYR9RERKQcj1GrjomaiIiU4zFq1TFRExGRchxRq47HqImIiAIYR9RERKQcR9SqY6ImIiLlmKhVx0R9j5NThjGxwVDhWE1IiHCsVkYs5LSrl1EWVE4JUZ0KR4zcMs5FlVFCVHLJiLXbhWM9MmLltKtWqVxSkYfnUauNiZqIiJTjiFp1XExGREQUwDiiJiIi5TiiVh0TNRERKceCJ6pjoiYiIsUkXpRDdTxGTUREFMA4oiYiIuU49a06JmoiIlKOi8lUx0RNRETKseCJ6pioiYhIOY6oVcdETcICobyjrDKmehkfbxklRDUajXi7giQ5P3aySoi6hGMD4f0louKYqImISDGJU9+qY6ImIiLlOPWtOiZqIiJSjqdnqY6JmoiIlGNlMtWxMhkREVEAC7gR9YwZMxAUFITx48d7t02fPh2fffYZgoKCvNu++OILNGzY0B9dJCKi30mc+lZdwCTqa9euYc6cOdi4cSOGDvU9Bef48eOYO3cunnrqKT/1joiISsSpb9UFzNR3YmIidDodnnzySZ/tHo8Hp06dQlRUlJ96RkREpZE8UrluVLZKS9Qulws3btwodisoKAAArFixAqmpqTCZTD73O3PmDGw2G+bMmYPu3bvj6aefxq5duyqr20RERH5VaVPfBw8exJAhQ4ptf+CBB/D111+jQYMGJd7vxo0b6NatG/7+97+jXbt22LNnD1577TV89tlnaNWqldrdJiKiu+HUt+o0kqzaheqbMGEC6tSp47OY7E7Jycno2LEjkpKSKrFnRERElS9gjlGXZt++ffj00099ttntdoSEhPipR0RERJUn4BO1RqPBnDlzcOjQIbjdbmzZsgXHjh1DfHy8v7tGRESkuoA5Pas03bt3x6RJkzBp0iRcvnwZkZGRWLx4canHtImIiKqTgDtGTURERH8I+KlvuWbMmIE5c+b4bJs+fToefvhhdOzY0Xu7cOGCn3qoTEnPa+/evUhISEB0dDQSExNhNpv91LvyS0hIQIcOHbzvz1/+8hd/d0mx48ePY8CAAYiOjkb//v1x9OhRf3epwixbtqzYd+nQoUP+7pZi2dnZ6Nmzp/ffFosFI0eOROfOndG7d29kZGT4sXflc+dz+/777xEVFeXz3i1evNiPPSRhUjWRl5cnjR8/XmrZsqU0e/Zsn32DBg2SvvzySz/1rHxKe15XrlyROnbsKO3cuVOy2+3SggULpD59+kgej8ePvVXGarVKUVFR0tWrV/3dlXKz2WzS448/Lq1Zs0ZyOBxSRkaG1L17d6mgoMDfXasQr7/+uvTxxx/7uxvl5vF4pIyMDKlz585St27dvNv/+c9/SmPHjpVsNpt07NgxqVu3btKRI0f811EFSntu69atk4YPH+7HnpFS1WZEXV0rm5X2vLKyshAVFYXY2FgEBwdjxIgRuHz5Mr7//ns/9VS5n376CeHh4ahbt66/u1Ju+/fvh1arRWJiIoKCgjBgwACEh4djz549/u5ahThx4kSV/S7dbvHixVi5ciWSk5O9227evIkdO3Zg1KhRCAkJQfv27ZGQkIBNmzb5r6MKlPTcgFszPa1bt/ZTr6g8qkyirq6VzZQ+r5ycHDRr1sz7b51Oh0aNGiEnJ6dS+y/qbs/z+PHj0Ov1GDRoELp3746hQ4fil19+8XeXFTGbzT7vCwBERkYG7Psih9VqhdlsxsqVK/HYY48hPj4en3/+ub+7pchzzz2HzMxMtGvXzrvt7Nmz0Ov1aNSokXdbVXzvSnpuwK0/sg4fPozY2Fj07t0bc+bMgcPh8FMvSY6AX/VdpLpWNlP6vKxWK0JDQ322GY1GWK1WVfpZXnd7nsOHD0e7du0wbtw4hIeHY+HChRg2bBi2bdsGg8Hgh94qV1hYCKPR6LPNYDDAZrP5qUcVJzc3F507d8aLL76I9PR0ZGdnIzk5GREREYiJifF392SpX79+sW2FhYXFPm9V8b0r6bkBQJ06dfDII49g0KBBuHr1KkaPHo309HSMHTu2kntIclWZRN2jRw+cOnVK9v2io6PxySefeP/9xBNP4NFHH8Xu3bsDIlErfV5Go7HYD4jVai028g4UZT3PF154wfv/Y8aMwZo1a3DixAl07NixMrpXYUp6X2w2W8C+L3I0atQIq1ev9v67S5cu6N+/P3bu3FnlEnVJjEYj7Ha7z7bq8t4B8Fk4ZjKZkJSUhLS0NCbqKqDKTH0rVV0rmzVt2tRnlbfb7cavv/6K5s2b+7FXyqxbtw579+71/tvtdsPlclXJ9+jO9wW4NR1eFd+XO/3444/46KOPfLbZ7XYEBwf7qUcVq3HjxnA6nT5nhFSX985isWDOnDneQ2pA9fgdvFdU+0RdXSub/elPf8IPP/yArKwsOBwOLFq0CPfddx/atGnj767JdvnyZaSmpuK3336DzWbD7Nmz0bRp0yq58OXRRx+Fw+HAqlWr4HQ68fnnnyM3N9fnNJmqymQy4YMPPsBXX30Fj8eDffv24YsvvsAzzzzj765ViNDQUMTFxWHevHmwWq3Izs7G1q1b0bdvX393rdzCwsKwfft2fPDBB3A6nTh79iwWL16MZ5991t9dIwFVZupbqepa2SwiIgILFy7EzJkzMX78eERFRWHBggXQaDT+7ppsycnJKCgowPPPP4+bN2+ia9eu+PDDD6HVVr2/I4ODg7F06VJMmzYNaWlpaNy4MRYtWlQtpk8jIyPx3nvvYf78+ZgwYQIaNGiAWbNmoW3btv7uWoVJSUnB1KlTERMTA5PJhHHjxqFDhw7+7la5abVaLF68GDNmzED37t1hMBgwaNAgvPLKK/7uGglgZTIiIqIAVvWGLERERPcQJmoiIqIAxkRNREQUwJioiYiIAhgTNRERUQBjoiYiIgpgTNRE5XDo0CEMHjxYtfZPnz6N5557Di6XS7XHIKLAxkRNpJDdbsfkyZPx5ptvqvYYLVq0QFRUFJYuXaraYxBRYGOiJlJow4YNqFevHtq3b6/q4wwZMgRLly5Ffn6+qo9DRIGJiZoIwJdffolWrVphz549AABJkjBkyBA888wzpV6zd8WKFT414zds2ICnnnoK69atQ2xsLB5++GEkJib6XFu7VatWyMjIwAsvvIB27dqhT58+OHr0KNauXYuYmBh06tQJr7/+us9jNmvWDA888AA+++wzlZ49EQUyJmoiAPHx8UhISMC0adNw8+ZNrFq1CkeOHMHcuXNLvDpUTk4Ozpw5g969e/tsP3/+PLZs2YL09HR89tlnsFgsSElJ8YlJS0vD8OHDkZmZidDQUAwfPhw7d+7E0qVLMWvWLGRlZeHzzz/3uU9MTAy+/vrrCn/eRBT4mKiJfvfWW2/B5XJh8uTJmDdvHiZOnIhmzZqVGJudnQ2j0YgHH3zQZ7vT6cTbb7+Nhx9+GG3atMHAgQNx9OhRn5iBAwciNjYWTZs2Rf/+/WGxWDBt2jS0bNkSTz75JKKionD69Gmf+7Ro0QLHjh2r0OdLRFUDEzXR72rVqoXp06fjyy+/RJcuXTBo0KBSY3Nzc1GrVq1iVyvTaDRo3Lix999hYWFwOp0+MQ899JD3/41GI7RarU/CNxgMxabb69atC6fTCYvFoui5EVHVxURNdJsff/wROp0OJ06cQF5eXqlxGo0Gbre72HatVgu93vfqsXdeoO7O/RqNpszLk3o8Hm/7RHRv4bee6Hc//PADFi1ahLlz5yI8PBxvvfVWqbERERG4fv16sSSslry8PBiNRoSFhVXK4xFR4GCiJgLgcDgwfvx4xMbGok+fPpgxYwZ27tyJTZs2lRjfvn17OJ3OYseS1XL8+HHVTwMjosDERE0EYP78+bhy5Yp3FN2+fXu8/PLLSE1NxcWLF4vFN2nSBE2bNsWBAwcqpX8HDhxAXFxcpTwWEQUWjVRZc3dE1cyaNWuwfv16bNiwQdXHOXnyJP76179i165dqFmzpqqPRUSBhyNqIoWef/55WCwW/Pe//1X1cT755BMMGTKESZroHsVETaRQcHAwZs6ciXnz5qn2GD/99BNOnjyJ4cOHq/YYRBTYOPVNREQUwDiiJiIiCmBM1ERERAGMiZqIiCiAMVETEREFMCZqIiKiAMZETUREFMD+P+XQRYvFhSfhAAAAAElFTkSuQmCC\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plane_xy.z.mpl.scalar(filter_field=field.norm, colorbar_label=\"something\")" ] }, { "cell_type": "markdown", "id": "ea36f984-53b3-4264-bcd7-e1819617ff96", "metadata": {}, "source": [ "As already seen, we can change the size of the plot." ] }, { "cell_type": "code", "execution_count": 16, "id": "033a1a2f-37d1-4de4-98f3-a7ec513675bc", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plane_xy.z.mpl.scalar(\n", " figsize=(12, 8), filter_field=field.norm, colorbar_label=\"something\"\n", ")" ] }, { "cell_type": "markdown", "id": "4366e274-c7b0-44d3-9768-7b84218173b2", "metadata": {}, "source": [ "Sometimes it is necessary to adjust the limits on the colorbar:" ] }, { "cell_type": "code", "execution_count": 17, "id": "27a3eab5-0c8b-4369-972a-bf3bc766b690", "metadata": {}, "outputs": [ { "data": { "image/png": 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7LCKigKYoOo9u/s5vRqKFhYUYNWoUnnjiCW+HQkRE/8GRqJ84duwY4uPjvR0GERFRJb9IohUVFTCbzVixYgXuvPNO9OnTB+vWrfN2WEREAY/TuX7g3Llz6NSpEx5++GEsXLgQBQUFyMzMRFRUFJKSktR3LFGKC3rxtgaDq9bbGgXLAwJAiEG8RGCDYKtwW5myfzKl/CKDLwm3bWwoFW7b0FAu3DZcL/53kCmPJ8ouUfavzBUi3PaiziTcVq8Tf93KcEjsm0MR/15vd4r3aw0SayvTp8z73KWXGK/IfC75gECfzvWLJBodHY2VK1dW3k9MTERqaip27NjhWRIlIiKPKP6V82udX0znfvXVV1i6dKnbNqvVCqNRvBA3ERHVPhd0Ht38nV8kUZPJhNdffx0ffPABXC4X9uzZgy1btqB///7eDo2IiAKYX0znxsTE4NVXX8WCBQswbtw4NG3aFLNmzULbtm29HRoRUUCrD4uDPOEXSRQAkpOTkZyc7O0wiIjoClxYREREpBIXFhEREZEqHIkSEZFqPCZKRESkEpMoERGRSlxYVM8kvpsj3liiVoNeohSXXqJEYJBerHRYiEGi7F+QeNm/cINNuG2ERCm/xkFl4m0lSvk1CRIvEdhQL172z6S3C7cNRu2Xx7NLLE8I14k/Z0YNShQCgEumPJ9E2T+rU/wjqTxI/A0cItivVfD9CAB2ife5zOeHU2Kliszn3alhY8Q7lsCFRURERKRKvRuJEhFR3eExUSIiIpWYRImIiFQK8EOiTKJERKReoI9EubCIiIhIJSZRIiJST/HwdhWFhYVIT09HQkICUlNTcfjw4Wrbbd++Hffddx86duyIgQMH4vjx47WwY2KYRImISDVF0Xl0q4nVakVmZibS0tJw4MABDB48GFlZWSgrcz8HvbCwEBMmTMD06dPx+eef4+6778bIkSO13u1KTKJERKSaonh2q8nevXuh1+uRkZGB4OBgpKenIzIyErt27XJrt2rVKgwYMACJiYnQ6/UYMmQI5s2bB5er9ouiVIdJlIiIfI7ZbEZcXJzbtpiYGBQVFbltKywshMlkwmOPPYYuXbpg2LBhCA8Ph15fN+ktsFfn6iQWZ0u01UuUDgsyiLU1SPQZahAvYRdiEC8RaNKLl5trYBAvEdjQIF6eT6aU37V6q3DbCJm/r672VyNaFPHnQYuygwBgM4iX57Mo4iX3LjlDhdvKvB5lXudlerF4Rd+PgNz7XKvPGl+g1erc8vJyhIWFuW0LDQ2FxeL+2VJSUoJVq1YhOzsbrVq1wsKFC5GVlYX33nsPQUHap7jATqJEROQZjZJoWFhYlYRpsVhgMpncthmNRtxzzz1o3749AGDkyJFYtmwZioqKcOutt1bbd35+fo2PazQa0bRpUyQkJMAg8MWSSZSIiFTTqgB9bGwsVq5c6bbNbDYjJSXFbVtMTAxstv/OkimKUnmryZIlS3D69Gm4XC5EREQAAC5dugTdf2aZFEVBixYt8Pbbb6NZs2ZXjZPHRImISD2NTnHp1q0bbDYb8vLyYLfbsW7dOpw7dw49evRwa9e/f3/k5+ejoKAAdrsdr776Klq0aFHjKBQABg0ahFtvvRWbN2/GgQMHcODAAbz//vto164dJk6ciM8++wwxMTGYM2fOn+4+kygREfkco9GI3NxcbNmyBZ07d8bKlSuRnZ0Nk8mEoUOHIifn8mXgevfujUmTJmHs2LHo3LkzCgoKsHjx4spRZXWWLVuGl156CS1btqzcFhsbi0mTJuGNN95AZGQkRo4cib179/5pnJzOJSIi1bQs+9e6dWusWrWqyvY333zT7X5qaipSU1OF+y0vL0dwcHCV7QaDAaWll69vHB4e7jZNXBOORImISD0NKxZppXv37pg6dSp++OGHym3FxcWYMWMGunbtCkVRsH79erRq1epP++JIlIiIVPPHAvRTpkzBsGHDcPfdd+O6666Dy+XChQsX0K5dO0yZMgWffvopli1bVjllfDVMokREFFCuu+46rFu3Dvv27cOxY8dgMBjQqlUrdOnSBcDl47Gffvoprrnmmj/ti0mUiIjU86/aEJV0Oh26du2Krl27VvlZo0aNhPthEiUiIg/433RuUVERpk+fjkOHDsFur1r56ujRo8J91b8kKlEyS6Z6m16q7J9EW8F+g3QSpQQl2hr1EmXW9OJl1kJ14iUCwyXK85kkYpAp5RehFy95F6qr/bdNsETZP8Ap3NIO8b9XuCL+PMg8vzKvG5nXoxbvCW+/zwHAJfG5pPhCiUAfCEHWpEmTUFJSglGjRlUWW1Cr/iVRIiKqO36YRAsKCrB27Vq0bt3a476kT3G5dOlS5Xk0RERE/iYqKuqqZQFl/OlItLS0FGvXrsXOnTtx5MiRyvnj0NBQ3Hbbbbj77rvRr18/NGjQoFYCIiIiP+KHp7hkZmZi5syZmDp1Kpo3b+7RZdNqTKIulwtLly5Fbm4umjVrhl69emHAgAFo3LgxnE4nLly4gMLCQqxduxavvfYaHn/8cTz55JN1cukZIiLyDVoVoNfSP/7xDxQXF6Nv377Q6XRVkmitLCwaOHAg2rRpgzVr1lS5MOrv+vXrBwA4fvw4li9fjoEDB2LDhg3CD05ERH7OD5PosGHDaq2vGpPo7Nmzccsttwh10rp1a8yaNQvffPNNrQVGRER+wA+nc/v3719rfdWYREUT6JWurIhPRETkKyZNmoRx48YhPDwckyZNqrGdTqfD1KlThfsVOoBpt9uxfv16fPPNN9VWtZ82bZrwAxIRUf3hC6eqivjuu+/gdDor/19bhJLouHHjsG3bNsTHxyMkJMTtZ1e7ZhsREdVzfpJE8/Lyqv2/p4SS6CeffIL58+fjnnvuqbUHJiKiesAPj4kCgNVqRVFRESwWi9s5ozqdDh07dhTuRyiJRkREICYmRj5Kb5B5Pn1gHkInGINoO0CuxJgB4qXTgnXi5eaMEm1l+g2WiDdUYpZEppRfiK7qxXzrkl2i3J3M38sXnl+Z16PM61yL95lmZGLwz/zldZ988gmee+45lJeXVym6oNPpcOzYMeG+hD45hg0bhjlz5uCll15Cs2bN5KIlIqL6ywe+d8h6+eWXceeddyIrK0vocmdXI5RE27Zti9deew29e/eGXq+vchxU5sRUIiKqR/wwiRYXFyMnJwc333yzx30JJdEJEyagRYsWeOCBB2AymTx+UCIiqif8MIm2bNkSp0+frrskWlxcjE2bNqFFixYePyAREdUjfrKw6Isvvqj8f58+fTBhwgQ888wzaNGiRZWyf7fffrtwv8LTuadOnWISJSIiv5SRkQGdTue2kOiFF16o0k6ThUVpaWmYMGECBg4ciJtvvrlKkfn7779f+AGJiKj+8IUFzSJ27NihSb9CSfT3EknZ2dlVfqbT6eokiRYWFmLy5Mn49ttv0bx5c7z00ktISEjQ/HGJiOgq/CSJ3njjjZX/Hz9+PCZOnFjlEp4XL17EpEmTsGjRIuF+hZLo8ePHhTvUgtVqRWZmJjIzMzFgwABs3LgRWVlZ+OijjxAeHu7V2IiIyPedPHkS58+fBwDk5+ejd+/euPbaa93anDhxAv/+97+l+vWLi3/u3bsXer0eGRkZAID09HQsX74cu3btQt++fb0cHRFR4PKX6dzTp09j+PDhAC7PoD7zzDPVtnv00Uel+hVKoidPnsSMGTNw6NAh2O32Kj/X+jxRs9lc5ZqmMTExKCoq0vRxiYiofkhKSsKuXbugKAp69eqFd999F40bN3ZrEx4eXmWK988IJdHJkyejpKQEo0aNQkREhNQD1Iby8nKEhYW5bQsNDYXFYqnzWIiI6Ap+cooLADRt2hSA+yFKh8NRZbGsDKHfLCgowNq1a9G6dWvVD+SJsLCwKgnTYrGw8AMRkbf5yXTuH+Xn5yMnJwenT5/G1q1b8eabb6JJkyZ4+umnpfrR/3kTICoqqkqR3roUGxsLs9nsts1sNqu6cDgREdUixcObF+Tn52PmzJno168fDAYDAKB169bIzc1Fbm6uVF9CSTQzMxMzZ86E2WyGyyV+lYXa0q1bN9hsNuTl5cFut2PdunU4d+4cevToUeexEBGRf3v77bcxadIkZGZmVlYrevjhhzFt2jSsWbNGqi+h6dx//OMfKC4uRt++faHT6aqUSNJ6YZHRaERubi6mTJmC+fPno3nz5sjOzuZ0LhGRl/nL6twrnTp1qto6AwkJCfjll1+k+hK+FJq3tW7dGqtWrfJ2GEREdCU/TKI33HADjh8/jujoaLfte/bswQ033CDVl1AS7d+/v1SnREQUIPwwiT7++OOYMmUKzp49C0VRsH//fmzYsAHLli3Ds88+K9VXjcdEBw8eLDVNe+jQIemTVImIyL/pFM9u3jBw4EA8/fTTeOONN2CxWDBx4kRs2LABY8eOxeDBg6X6qnEkOnLkSIwePRqRkZHo06cPkpKScNNNN7m1+fbbb7Fv3z5s2LABv/32G2bMmKFuj4iIiOpQRkYGMjIycP78eRiNRukiC7+rMYkmJiZi06ZNWL9+PZYvX47p06cjNDQUDRs2hNPpxMWLF2G32xETE4NHH30U6enpMBqNqneIiIj8kB8VW7jSyZMn8e2338Jms1X5mcxFVa56TNRoNOLhhx/Gww8/DLPZjCNHjuDXX3+FTqdDVFQUOnTogObNm8tHryWZ6QEfePIVwRhE2wGAS6KtU+wsJwCAXTEIt7VJtJXp1y4Rr0VxCLcNlmirBZlYLRLnbNuhzfOg1fMr83qUeZ1r8T7TjEwMvnA80hdikLR06VLMnz+/2p/JXplMuNZRTEwMYmJihDsmIqL6zx9PcVm+fDmeeuopDB8+HCEhIR715RdXcSEiIh/lh0nUarUiNTXV4wQKCFYsIiIiqi8eeOABrF+/vlb64kiUiIhU88fp3OHDh+OBBx7A+++/j5tuuqlKFb63335buC+hJHr8+HGvXcGFiIh8mB8m0fHjxwMA2rZt63H5WKEk2q9fP8THxyMtLQ1/+ctfqlzIlIiIApQfJtHPP/8cK1aswG233eZxX0LHRLdt24bevXtj5cqVuOuuu/D000/jo48+gsPh3dMCiIiIZF1//fUIDg6ulb6EkujNN9+MZ555Bh9++CHy8vLQtGlTTJs2DT179sSMGTPcrhJORESBwx/L/j333HN48cUXsWfPHvzwww/45Zdf3G4ypBcWdezYEVarFQCwYcMGbNq0CatWrUL79u0xY8YMnktKREQ+bfTo0bDb7RgyZAh0uv8Wt1AUBTqdDseOHRPuSziJHj9+HBs3bsSWLVtw/vx5JCUl4ZVXXkGvXr1w6dIlTJw4ESNGjMDmzZvl9oaIiPyXHx4TffPNN2utL6EkmpKSgpMnT+LWW2/F448/jgceeMBtcVGjRo2QmpqKF154odYCU02qFJh4tzIlxlyu2i/R51DET+mVaWtziU9GWFzixxAsingd5TKX+AnP4bqqdS5rEgyXcFvAKdzSrpPpV4xMKb9LLvHnt1ziOZN5HmSeX5nXjczrUYv3hLff54Dc55IvlC71x1NcOnfuDAAoLS1FUVERgoODER0draoIvdArtnv37pg7dy7i4+NrbNOlSxds3bpVOgAiIqK65HQ6MWvWLKxatQpOpxOKosBoNGLgwIGYMGFClfNGr0YoiU6YMOFP2zRs2FD4QYmIqJ7ww5FodnY2Nm/ejIkTJ+KOO+6A0+nEwYMHsWjRIkRGRiIzM1O4L1YsIiIi9fwwia5fvx5TpkxBnz59Kre1atUKjRs3xrx585hEiYiobvjjMdELFy6gbdu2Vba3adNG+hQXFqAnIiL1FA9vXhAXF4ePPvqoyvbt27ejRYsWUn1xJEpERAHlqaeewogRI3Ds2DEkJCQAAL744gts3boVL7/8slRfHIkSEZFqWlYsKiwsRHp6OhISEpCamorDhw9ftf26devQpUuXP425d+/eWLBgAb777jvMnTsXCxcuxC+//ILc3FykpKRI7D2TKBEReUKj6Vyr1YrMzEykpaXhwIEDGDx4MLKyslBWVlZt++LiYsyePVs47IqKCixatAiHDx/G4MGDceHCBbz//vsoLy8X7gNgEiUiIk9olET37t0LvV6PjIwMBAcHIz09HZGRkdi1a1eVtk6nE88//zwGDRokFPKiRYswZcoU/Pzzzzhw4AAWL16Mzp0749ChQ5g7d67wrgNMokRE5IPMZjPi4uLctsXExKCoqKhK26VLl6Jly5a46667hPp+9913MXfuXCQkJOCDDz5Ax44d8eKLL2LGjBnYvn27VJyBvbBIpmSWVDkwiXJkTrG2Tok+LU7xMmtWp/hLoNwlXuqt1Bkq3PaiTvyiuEadeHk+GXbYhdvKlRMUfXyDcFuZUn4XXeJ/24tO8bYyz6/M60bm9SjzOhd9/4i+HwG597lWnzW+QKtTXMrLyxEWFua2LTQ0FBaLxW3b0aNHsWnTJqxbtw5Hjx4V6vvs2bNo164dAOCzzz5Dv379AABRUVEoLS2VijOwkygREXlGoyQaFhZWJWFaLBaYTCa3++PGjcP06dMRHh4u3Hd0dDSOHj2K8+fP49SpU5Uj2I8//hjR0dFScTKJEhGRehol0djYWKxcudJtm9lsdls9e/ToURQXF2P48OEALh8braioQGJiIjZt2oRmzZpV2/fQoUMxatQo6PV63HHHHWjbti2WLFmCxYsXY+bMmVJxMokSEZFqWk3nduvWDTabDXl5eXjooYewceNGnDt3Dj169Khsk5iYiCNHjlTe37dvH0aMGIF9+/Zdte+0tDS0bdsWxcXF6NmzJwAgISEBy5Ytwx133CEVJxcWERGRzzEajcjNzcWWLVvQuXNnrFy5EtnZ2TCZTBg6dChycnI86r9Vq1a4++67ERJy+RKA3bt3l06gAEeiRETkCQ1L97Vu3RqrVq2qsr2mi2p36dLlT0ehtY1JlIiIVPPHAvS1iUmUiIjUYxIlIiJSKcCTKBcWERERqcSRKBERqeZf9ZVqX71Logf7Zwq3Tdy8RLityylT9k+8rUOwdJjVKV4WzuoQf1rLgsRLsoU4xEu9BUuU59Prar+MHgDYDOJ/s3DFKtxWZt9E2RXxWMtcIcJtZUr5nXc2EG/rEK8Oc0nidVPmlCgRKPE6F33/iL4fAbn3ucznh0xVSdHPu6ioCPFOZQX4dG69S6JERFR3An11Lo+JEhERqcSRKBERqRfgI1EmUSIiUo9JlIiISJ1APybKJEpEROoxifq+lJQUFBcXQ6+/vA6qWbNm2LJli5ejIiKiQOfzSdRisaCoqAifffYZGjdu7O1wiIjoCpzO9XFff/01IiMjmUCJiHwRk6j3ORwOlJeXV9mu1+tRWFiIoKAgDBo0CKdOnUKbNm0wceJExMXFeSFSIiK6EkeiPmD//v0YMmRIle033ngjhg0bhvbt22PMmDGIjIzEkiVL8OSTT+L9999HaKh4ObFqSZXiEm/rdIrXsBBta3NIlP0ziD+tpXbxEnJBEuX5gjQojQcALkX8b2tRxEvIhepswm2NGuybTaLsn8x+lTrF3yMypfx+kyjl95tdvK3M69HqFH+di75/tHjvApD6/JD6XCKv84kk2r17d5w4caLGnz/00EOV/x81ahTeeecdHDt2DB07dqyL8IiIqCYBPhL1+bJ/q1evxu7duyvvO51OOBwOhISIf2MlIiKNKB7e/JzPJ9EzZ85gxowZ+Omnn2CxWDB79mzExsaidevW3g6NiCjg6RTPbv7OJ6ZzryYzMxOlpaUYMGAAysrKcMcdd2Dx4sWV54wSEZEX1YNE6AmfT6LBwcEYP348xo8f7+1QiIiI3Ph8EiUiIt+lUwJ7KMokSkRE6gV2DmUSJSIi9erD4iBPMIkSEZF6AZ5EucSViIhIpcAeiSri5bUUiVJcMm0dguXIbHrxr3vlEm0NevFSfnqN5m0cEiXv7BJtL0mUvAvV24XbBmtQ9k9mvyyuYOG25S7xEoGXNCrlJ9O2wiGxb3bxtjaH2Eed6PsR0O4zQeZzyRdwOpeIiEgtJlEiIiJ1An0kymOiREREKnEkSkRE6gX4SJRJlIiIVAv06VwmUSIiUo9l/4iIiNQJ9JEoFxYRERGpxJEoERGpF+AjUSZRIiJSTSde9KxeCugkerB/pnDbxPxs4bYuvfgsuVOwqUOilJ9V4iCFVqX8XBKlyxyK+N/L6hR/yYYYHMJtjXrxtgbU/qeGU+LIis0l/jeQ+XuVOcVLBJbaQ4TbypTyK7OJx2C1i++baDk/p0TZP5dD4miYQ/z9IPO55BM4EiUiIlKHC4uIiIhIFY5EiYhIPZ4nSkREpE6gT+cyiRIRkXoBnkR5TJSIiEgljkSJiEg1TucSERGpxYVFRERE6nAkSkREpBaTKIk42C9LuG3iJpkSgWKvQLtOvByZVmRK+Tld4mvW7E7xfSsPEi8LF2qwC7cNkigAqkWpRK3KJFqc4iX3rA5tygmW2yVikCjlZ5Noa7eLvcZcEuX5IFH2T+bzg/wLkygREanG6VwiIiK1XIGdRZlEiYhIvcDOoUyiRESkXqBP57JiERERkUociRIRkXoBXmyBI1EiIlJNp3h2u5rCwkKkp6cjISEBqampOHz4cLXtlixZgl69eiExMRGDBw/G119/Xfs7WgMmUSIiUk/x8FYDq9WKzMxMpKWl4cCBAxg8eDCysrJQVlbm1m7Dhg3YuHEj8vLysHfvXnTr1g3Dhw+HyyV+7rcnmESJiMjn7N27F3q9HhkZGQgODkZ6ejoiIyOxa9cut3YXLlxAZmYmoqOjERQUhMceeww//vgjfv755zqJk8dEiYhINZ1Gx0TNZjPi4uLctsXExKCoqMht2xNPPOF2f+fOnWjYsCGuv/56TeL6IyZRLTjFS4cpdrHJAJmJCfFid3Lkyv6Jt7UGiZf9C5EoN1emFy8RKFP2T6fBmn5Fo7J/MuUXrRLlF20Ombbiz5lDol/RUn4A4BJ8n4m+HwFIvc/rNY1mTcvLyxEWFua2LTQ0FBaLpcbf2b9/P1588UVMnToVen3dTLRyOpeIiFTTKYpHt5qEhYVVSZgWiwUmk6na9vn5+Rg+fDgmTZqE+++/v1b38WqYRImISD2NFhbFxsbCbDa7bTObzbjllluqtF28eDFmzZqFJUuWIC0tzeNdksEkSkREPqdbt26w2WzIy8uD3W7HunXrcO7cOfTo0cOt3fr167F8+XL885//RLdu3eo8TiZRIiJST1E8u9XAaDQiNzcXW7ZsQefOnbFy5UpkZ2fDZDJh6NChyMnJAQAsXboUZWVlSE9PR8eOHStvJ0+erJPd58IiIiJSTcvaua1bt8aqVauqbH/zzTcr///hhx9qF4AAnxuJTp8+HXPmzHHbtnv3bqSkpCAhIQEZGRlV5smJiMhLNBqJ+gufSaIXLlzAuHHjkJeX57b93LlzeOaZZ/Dss89i//796N69O5555hko9eCPT0Tk73Quz27+zmeSaEZGBgwGA+6991637du2bUN8fDySk5NhNBqRlZWFM2fO4Msvv/RSpERERJfV2TFRh8OB8vLyKtv1ej0aNGiAZcuWoWnTphg3bpzbz4uKityqVhgMBkRHR6OoqAgdOnTQPG4iIrqKAJ8VrLMkun//fgwZMqTK9htvvBE7d+5E06ZNq/29iooKNGjQwG1bWFgYKioqNImTiIgkBHYOrbsk2r17d5w4cUL696qrWlFRUVFj1QpfcLB/pnDbxHdzhNrJvE6lSgRKlJtzSZTyk2lrlyg3Z9WL712QQbytXmKJobfL/smUX3Q4xY/YOCRKBDpl+pUo5eeUaOty1H55TTjE90vmfV6faVU711/4zDHRmvyxaoXT6cT3339fbdUKIiKiuuTzSfSee+7B0aNHsW3bNthsNmRnZ+P6669HmzZtvB0aERHxFBffFhUVhSVLluD1119Hly5dsHv3bixatAg6Ha+gQETkdS4Pb37O5yoWzZ49u8q2rl27YtOmTV6IhoiIribQj4n6XBIlIiI/EuBJ1Oenc4mIiHwVR6JERKRegI9EmUSJiEi9erA4yBNMokREpBoXFpFXiVY9Ea1sBMhVv3G6xL9GKhLfOGUq2hgkKgvZ9eJvWL1EdSO9RL/eJlc5Svx5kOlX5vlVnBLxSlQMkqkuBMEYWIVIhQBPolxYREREpBJHokREpF6Aj0SZRImISD0mUSIiIpUCfHUuj4kSERGpxJEoERGpxlNciIiI1GISJSIiUsnFJEpERKROgI9EubCIiIhIJY5E/YRW5cgS87OF28qUhdMZxL+duvTi3+X0Ev1CJ1EiUKKtt7kkyjpCoq1LojwfJF4LMmX/4BBve7Bflni/pJ0AH4kyiRIRkXpMokRERCpxYREREZFKMpd3qoe4sIiIiEgljkSJiEg9HhMlIiJSicdEiYiIVArwkSiPiRIREanEkSgREakX4CNRJlEiIlKPSZQCmUzptMR3c4TbKg6JN5ZEKT+nzAEIiVJ+ElXspPoVJlGeT+ozS6ZEoMzpfjKl/CRi0Kq8JWnIFdjniTKJEhGRegE+EuXCIiIiIpU4EiUiIvUCfCTKJEpEROqx2AIREZE6CgvQExERkRociRIRkXqcziUiIlKJC4uIiIhUYrEFIiIilTgSJRLjCyXZZEoPylBkSvnJlAgUDkCmrRYB+MbzS+RvmESJiEg1hdO5REREKnE6l4iISCWe4kJERKQSKxYRERGRGhyJEhGRakqAT+f63Eh0+vTpmDNnjtu2qVOnol27dujYsWPl7ccff/RShEREVElxeXa7isLCQqSnpyMhIQGpqak4fPhwte2WLVuGnj174vbbb8fo0aNRXl6uwY5Wz2eS6IULFzBu3Djk5eVV+VlhYSFeeeUVHDp0qPLWrFkzL0RJRERXUlyKR7eaWK1WZGZmIi0tDQcOHMDgwYORlZWFsrIyt3Yff/wx3nrrLaxYsQK7du1CSUkJXn75Za13u5LPJNGMjAwYDAbce++9bttdLhdOnDiB+Ph4L0VGRER1be/evdDr9cjIyEBwcDDS09MRGRmJXbt2ubXbuHEj0tPTERMTg4iICIwcORIbN26E0+mskzjrLIk6HA789ttvVW6lpaUALg/HZ8yYAZPJ5PZ73333HSwWC+bMmYOuXbuiX79++Pjjj+sqbCIiuhqNpnPNZjPi4uLctsXExKCoqMhtW1FREW655Ra3NuXl5fjll19qdz9rUGcLi/bv348hQ4ZU2X7jjTdi586daNq0abW/99tvv6Fz584YOnQo2rdvj127duHvf/871qxZg1atWlVpHxUVUeuxk+84NWyMt0Mgoitsd63VpN/y8nKEhYW5bQsNDYXFYnHbVlFRgdDQ0Mr7v/9ORUWFJnH9UZ0l0e7du+PEiRPSv5eQkIDly5dX3r/77rvRrVs3fPLJJ9UmUSIi8n9hYWFVEqbFYqkyWxkaGgqr1Vp5//fkGR4ern2Q8KFjojXZs2cPVq1a5bbNarUiJCTESxEREZHWYmNjYTab3baZzWa3qVsAiIuLc5viNZvNuOaaa9CkSZM6idPnk6hOp8OcOXNw8OBBOJ1ObN68GUeOHEGfPn28HRoREWmkW7dusNlsyMvLg91ux7p163Du3Dn06NHDrd0DDzyA1atX45tvvkFpaSkWLlyIlJQU6PV1k958vthC165dMWHCBEyYMAFnzpxBTEwMcnJyajyGSkRE/s9oNCI3NxdTpkzB/Pnz0bx5c2RnZ8NkMmHo0KFITExEZmYmkpOTcfr0aQwfPhy//fYbkpKS8Pzzz9dZnDpFqV8l+KdPn47g4GCMHTu2ctvUqVOxZs0aBAcHV27bsmWLX51rWt1+7d69GzNnzsTp06fRpk0bzJgxAzExMV6MUr2UlBQUFxdXfnts1qwZtmzZ4uWo1CksLMTkyZPx7bffonnz5njppZeQkJDg7bBqxVtvvYUFCxa4vZdyc3ORmJjoxajUKygowFNPPYXPPvsMAFBSUoIJEyZg7969iIiIwNNPP40BAwZ4OUp1/rhvX375JQYOHOi2CGf48OHIzOR1ZD2i1BPnz59Xxo4dq9x6663K7Nmz3X42aNAgZevWrV6KzDM17dfZs2eVjh07Kjt27FCsVquyaNEipW/fvorL5fJitOpUVFQo8fHxyq+//urtUDxmsViUnj17Ku+8845is9mUtWvXKl27dlVKS0u9HVqtePbZZ5U333zT22F4zOVyKWvXrlU6deqkdO7cuXL73/72N2X06NGKxWJRjhw5onTu3Fk5dOiQ9wJVoaZ9W716tTJs2DAvRlY/+fwxUVH1tVhDTfu1bds2xMfHIzk5GUajEVlZWThz5gy+/PJLL0Wq3tdff43IyEg0btzY26F4TPQEcX917Ngxv30vXSknJwcrVqxwG4WVlZXho48+wogRIxASEoIOHTogJSUF+fn53gtUher2Dbg8Q9K6dWsvRVV/+U0Sra/FGtTuV1FRkduJyAaDAdHR0VVORPYVV9vPwsJCBAUFYdCgQejatSsef/xxnDx50tshqyJ6grg/qqiogNlsxooVK3DnnXeiT58+WLdunbfDUuXBBx/Exo0b0b59+8ptp06dQlBQEKKjoyu3+eNzV92+AZe/AH3xxRdITk5Gr169MGfOHNhsNi9FWX/4/MKi39VVsYa6pna/Kioq0KBBA7dtYWFhdXaCsayr7eewYcPQvn17jBkzBpGRkViyZAmefPJJvP/++27Hb/yB6Ani/ujcuXPo1KkTHn74YSxcuBAFBQXIzMxEVFQUkpKSvB2elOpOfygvL6/yevPH566mUzsaNWqELl26YNCgQfj1118xcuRILFy4EKNHj67jCOsXv0mi9bVYg9r9qu5E5IqKiiojVl/xZ/v50EMPVf5/1KhReOedd3Ds2DF07NixLsKrNaIniPuj6OhorFy5svJ+YmIiUlNTsWPHDr9LotUJCwtzO2kfqD/PHXB5mvd3JpMJw4cPx/z585lEPeQ307lq1ddiDX88EdnpdOL777+vciKyP1i9ejV2795ded/pdMLhcPjlcyR6grg/+uqrr7B06VK3bVarFUaj0UsR1a7mzZvDbre7XWaxvjx3JSUlmDNnTuVhIqB+fA76gnqfROtrsYZ77rkHR48exbZt22Cz2ZCdnY3rr78ebdq08XZo0s6cOYMZM2bgp59+gsViwezZsxEbG+uXiyBETxD3RyaTCa+//jo++OADuFwu7NmzB1u2bEH//v29HVqtaNCgAXr37o158+ahoqICBQUFeO+993D//fd7OzSPRUREYPv27Xj99ddht9tx6tQp5OTkIC0tzduh+T2/mc5Vq74Wa4iKisKSJUswc+ZMjB07FvHx8Vi0aBF0Op23Q5OWmZmJ0tJSDBgwAGVlZbjjjjuwePHiOqs4UpuudoK4v4uJicGrr76KBQsWYNy4cWjatClmzZqFtm3beju0WjNt2jS8+OKLSEpKgslkwpgxY3Dbbbd5OyyP6fV65OTkYPr06ejatStCQ0MxaNAg/PWvf/V2aH6v3hVbICIiqiv+91WfiIjIRzCJEhERqcQkSkREpBKTKBERkUpMokRERCoxiRIREanEJErkgYMHD+LRRx/VrP9vvvkGDz74IBwOh2aPQUTqMYkSqWS1WjFx4kQ8//zzmj1Gy5YtER8fj9zcXM0eg4jUYxIlUmnDhg247rrr0KFDB00fZ8iQIcjNzcWlS5c0fRwiksckSgRg69ataNWqVeXFsxVFwZAhQ9C/f/8ar7m4bNkytxrMGzZswH333YfVq1cjOTkZ7dq1Q0ZGhtu1UVu1aoW1a9fioYceQvv27dG3b18cPnwY//znP5GUlITbb78dzz77rNtjxsXF4cYbb8SaNWs02nsiUotJlAhAnz59kJKSgilTpqCsrAx5eXk4dOgQXnnllWqvUlJUVITvvvsOvXr1ctt++vRpbN68GQsXLsSaNWtQUlKCadOmubWZP38+hg0bho0bN6JBgwYYNmwYduzYgdzcXMyaNQvbtm2rcrHrpKQk7Ny5s9b3m4g8wyRK9B+TJ0+Gw+HAxIkTMW/ePIwfPx5xcXHVti0oKEBYWBhuuukmt+12ux0vvfQS2rVrhzZt2mDgwIE4fPiwW5uBAwciOTkZsbGxSE1NRUlJCaZMmYJbb70V9957L+Lj4/HNN9+4/U7Lli1x5MiRWt1fIvIckyjRf1x77bWYOnUqtm7disTERAwaNKjGtufOncO1115b5ao5Op0OzZs3r7wfEREBu93u1ubmm2+u/H9YWBj0er1bMg4NDa0yhdy4cWPY7XaUlJSo2jci0gaTKNEVvvrqKxgMBhw7dgznz5+vsZ1Op4PT6ayyXa/XIyjI/QqDf7xQ0h9/rtPp/vQSdi6Xq7J/IvIdfEcS/cfRo0eRnZ2NV155BZGRkZg8eXKNbaOionDx4sUqCVIr58+fR1hYGCIiIurk8YhIDJMoEQCbzYaxY8ciOTkZffv2xfTp07Fjxw7k5+dX275Dhw6w2+1Vjl1qpbCwUPNTaYhIHpMoEYAFCxbg7NmzlaPPDh064LHHHsOMGTPw888/V2nfokULxMbGYt++fXUS3759+9C7d+86eSwiEqdT6mo+iqieeeedd7B+/Xps2LBB08c5fvw4HnnkEXz88ce45pprNH0sIpLDkSiRSgMGDEBJSQk+//xzTR9n+fLlGDJkCBMokQ9iEiVSyWg0YubMmZg3b55mj/H111/j+PHjGDZsmGaPQUTqcTqXiIhIJY5EiYiIVGISJSIiUolJlIiISCUmUSIiIpWYRImIiFRiEiUiIlLp/wGf5rTK4GCMpAAAAABJRU5ErkJggg==\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plane_xy.z.mpl.scalar(\n", " filter_field=field.norm, colorbar_label=\"something\", clim=(0, 1e6)\n", ")" ] }, { "cell_type": "markdown", "id": "d76534db-db0f-4263-a7c1-0c50f13576ad", "metadata": {}, "source": [ "If we have data (symmetrically) arround zero it can be useful to have a symmetric colour bar, i.e. to asign the value zero to the central color. We can do this (without specifying limits manually) by passing `symmetric_clim`. " ] }, { "cell_type": "code", "execution_count": 18, "id": "bb2341e0-8226-40a9-a45b-4f7493f940c2", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plane_xy.z.mpl.scalar(filter_field=field.norm, symmetric_clim=True)" ] }, { "cell_type": "markdown", "id": "61a15549-23f2-43e0-a4d9-35fabf34b6fe", "metadata": {}, "source": [ "Multiplier used for axis labels is computed internally, but it can be explicitly changed using `multiplier`." ] }, { "cell_type": "code", "execution_count": 19, "id": "34364c94-aac5-41f0-bb2b-80e36425a6d9", "metadata": {}, "outputs": [ { "data": { "image/png": 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j/pJeTpGfqzJir7iFY/2s4i+E/rLYHQC11qvC6/QUFQvHrv7xTeFYJSh1V7+/7n+mRssv6bbmFm3JnYtH/kREpCpu1vZXHJN/HXvm/nHCsbqm4ueCpAZih7LuIGWO5ssayTiaDxLf0eXEumRMmnWZxI8iPQbxWMlPRqxOgSN/t/jrpZFR3ldrF4/Vl8oYgQmQUbJXxreXpJVR31cGjeBbpnF5hNepdYiPPMj5/ljzc5ZwbF270Xl7ujWY/ImISFWUOudP/8PkT0REqsJb+iqPP6+IiIjqGR75ExGRqtyoUA/dGkz+RESkKjznrzwmfyIiUhXO9lcekz8REakKJ/wpj2MrRERE9QyP/ImISFU47K88Jn8iIlIVTvhTHpO/ApJbjBKO1TVrKhwrWrIXANyBAUJxziCFbsAjp2RvIznlfcVL4LpkxHpM4jd+0ZpcwrF+fuLr1evFY0W5XOLvmcspI7ZU/KvDYxBfr8dPxhGfVpmjQ41HfHs1gm+Zxim2PwKAziG+n2sd4ndYkvO99MG55cKxSuCRv/L484qIiKie4ZE/ERGpCmf7K4/Jn4iIVIXD/spj8iciIlVh8lcekz8REakKk7/yOOGPiIionuGRPxERqQqP/JXH5E9ERKrC2f7KY/InIiJV4ZG/8pj8iYhIVZj8lcfkrwBNgHgpT43BIBzrMYmv120SK9vrMonP+XQ0kFOGV5mSvc7GHuFYNHQKh5oCy4Rjg4wyYgPEYwN04mWDRZW5xXfxK2Xin68rRvFYm4z9wakTLzcta76yR/zzqJHxNugcYtugs4v3S2sXf720NvHvDznfS3TnY/InIiJV4ZG/8pj8iYhIVZj8lcfkT0REqiIx+SuORX6IiIjqGR75ExGRqvA6f+Ux+RMRkarwnL/ybpth/+zsbDzwwAPo2rWr92/fvn2wWq0YP348unfvjgEDBiAnJ8e7jMPhwLRp0xAdHY2YmBhkZWV52yRJQkZGBnr16oWePXti9uzZcLvdddE1IiK6jiRpavRH1bttjvwPHz6MSZMm4f/+7/98Hp8wYQJMJhMKCgpw7NgxjB49Gm3atEFUVBQWLVqEM2fOYPv27bh48SJGjRqFVq1aYciQIVizZg127tyJjRs3QqPRICUlBcuXL8fo0aPrqIdERATwyL823DZH/keOHEFkZKTPY1evXsW2bdswYcIEBAQEoHPnzkhISMCGDRsAALm5uUhJSUFQUBBat26N4cOHY/369d62ESNGoHnz5ggJCUFKSoq3jYiI6E52WyR/m80Gs9mMlStXok+fPoiPj8e6detw8uRJ6PV6tGzZ0hsbGhqKwsJCWK1WXLx4ERERERXaAKCwsLBCm9lshiSJV5sjIqJbj8P+yrsthv0tFgu6d++Op59+GosXL8ahQ4cwduxYjBw5Eobflcc1GAyw2+2w2WwAAKPRWKENuPaD4vpljUYjPB4PHA4HAmpYBlMrZ/kAf+FQj0G8RKjLqBOKcxrFdxSXSU6scChcMsr7yinZG9jIJhzbIqhEPNZ4RTg2OEB8vSatQzhWVKlH/PNlKQsUjj0XECQeqxNfr/irBbjc4n3TOsU/u7oy8VinXSxWJ7g/AoBOxn6ulfH9Iet7qY5x2F95t0Xyb9myJVavXu39d48ePZCYmIh9+/ahrMy3drrdbofJZPImdrvdjsDAQJ824NoPgeuXtdls0Ov1NU78RERUMxyAVd5tMez//fff47333vN5rKysDHfffTecTifOnDnjfdxsNiMiIgKNGzdGs2bNYDabfdrCw8MBAOHh4RXawsLCFO4JERFVxwNNjf6oerdF8jeZTHjrrbfw2WefwePxYPfu3di8eTOeeeYZxMXFISMjAzabDYcOHUJeXh6GDh0KABg2bBiWLFmC4uJinDhxAqtXr0ZiYqK3LTs7G2fPnoXFYsHSpUu9bURERHey22LYPzQ0FG+88QYWLVqEKVOmoEWLFpg3bx46duyI9PR0pKWlITY2FiaTCZMnT0aXLl0AAC+++CLmzp2L+Ph4aDQaPPfcc4iPjwcAJCcnw2KxICkpCU6nE0OHDsXIkSPrsptERATW9q8NGonT24VcuCA+yevZNi8Kx2qCmwrHuoLFJ1mVNRO7z7e9qfhEJHtT8YGisibCoXA09QjHSk3EJ8Vxwp+CE/5sMib8XZEx4c9qrD7oN5pL4n3zLxL/7AZcEg6FoUjss2soEi8gFnDRLhyrt4h/FiVLkXDsquNvCMWFhIh/DuSI2jyjRssfeCT9Fm3Jneu2OPInIqL6g4ekyrstzvkTERHRrcMjfyIiUhWe81cekz8REakKk7/ymPyJiEhVWOFPeUz+gpJbjBKO1YWECMdKAeKlPD3+4jPz3Qax6Rwug/hO5hafiA2XSXzGjsckPhPaFFhWfdBv5Mzgbx0oPhM61GgR3wY/q3BskE786gRRV2S8aef8GgnHGnXiZZblcLvFpyGVlonvDy7BMrwAoJcRK7r/iO6PgLz9XM73B2RUL5XzfbfVk1N9kEyc8Kc8TvgjIiKqZ3jkT0REqsJz/spj8iciIlVh8lcekz8REakKT/krj8mfiIhUhUf+yuOEPyIionqGR/5ERKQuHPdXHJM/ERGpCof9lcfkT0REqsIiP8rjOX8iIqJ6hkf+gjR68ZdKoxcvz+nxkxEro+ynx09s2MzjL7xKuGXEegziP921JpdwbJBRRnlf4xXhWDkleyMMZ4Vj79eLlw0O0jqEY0VdkfEGK1FeGABsbvEStFfKxEvQ2k3iffOUyiiN7S8+5Cz68oruj9fWKaO8r4zvD62M7yU533dK4LB/1TZs2FBlm7+/P1q0aIGoqCjodDd+v5n8iYhIXZj8q/TOO+/g1KlT8Hg8CAoKAgBcuXIFGs2110ySJLRu3RrLly/HPffcU+V6OOxPRESqIkk1+7uTPfXUU2jbti02bdqEr7/+Gl9//TW2bNmCBx54ANOnT8eXX36J0NBQzJ8//4brYfInIiJ1kWr4dwdbsWIFXn31VbRp08b7WFhYGGbMmIGlS5ciODgYEydOxJ49e264HiZ/IiKi20RpaSn8/CrOo9HpdCgpuXYb8wYNGsDhuPEcIiZ/IiJSFUnS1OjvRvbv34/HHnsM3bp1w6BBg7Bp0yYAgNVqxfjx49G9e3cMGDAAOTk53mUcDgemTZuG6OhoxMTEICsr67ptlZCRkYFevXqhZ8+emD17Ntxut7d9xYoV6NevH7p164bU1FSUlpZ62/Ly8hAXF4eoqCikpKTAYql+4nFMTAxmzZqF06dPex/75ZdfMGfOHPTq1QuSJOHjjz9Gu3btbrgeJn8iIlIXhYb93W43xo8fjzFjxmD//v2YM2cOpkyZglOnTmHGjBkwmUwoKCjA4sWLsXDhQhw4cAAAsGjRIpw5cwbbt2/HBx98gJycHGzZsgUAsGbNGuzcuRMbN27Eli1bsH//fixfvhwAsGPHDmRnZ2PlypXYtWsXrFYrFixYAAA4evQo0tLSkJmZiT179iA4OBhTp06t9qWZOXMmnE4n/vjHP6Jv376IiYnBww8/DKfTiZkzZ+Lf//43VqxYgRdffPGG6+FsfyIiUhWlLvW7fPkyioqK4Ha7IUkSNBoN/Pz8oNPpsG3bNvzrX/9CQEAAOnfujISEBGzYsAFRUVHIzc1FRkYGgoKCEBQUhOHDh2P9+vUYMmQIcnNzMWLECDRv3hwAkJKSgjfffBOjR49Gbm4ukpKSEBoaCgCYOHEinn32WcyYMQObNm1CXFwcunTpAgBITU1F7969YbFYEBwcXGUfmjVrhnXr1mHv3r04cuQIdDod2rVrhwcffBDAtcv9/v3vf6Nhw4Y3fC2Y/ImIqF5o0qQJkpOT8dJLL2Hy5MnweDyYM2cOLl26BL1ej5YtW3pjQ0NDkZ+fD6vViosXLyIiIsKnbc2aNQCAwsLCCm1msxmSJKGwsBAPPfSQT1tpaSnOnTuHwsJCdO3a1WfbGjVqBLPZfMPkDwAajQa9evVCr169Ku2jCCZ/IiJSF4Vm7Hs8HhgMBrz55psYOHAgCgoK8Le//Q1ZWVkwGAw+sQaDAXa7HTbbteJXRqOxQhsA2Gw2n2WNRiM8Hg8cDkelbeXL/L6tvL38+apSWFiI2bNn45tvvoHT6azQ/t1334m8FEz+RESkNsoM++fn5+PQoUN45ZVXAAADBgzAgAEDsGTJEpSV+VYPtdvtMJlM3gRtt9sRGBjo0wZc+yFw/bI2mw16vR4BAQGVtgHXZuNf/wPi+vby9VZlxowZsFqtmDRpkrfIz81g8hdVTanEm42V5MTqZZQIFXxnPXLWKV6lFZKf+E93Pz939UG/CQoQL+8bHFAiHNvCzyocK6dk73168ZK5jbW3fncs9sgp2Sveryt+xuqDfnM+QPwL6pyM2Et+N/6SvJ5TxudRzudcdP/x6MWfX85+Luf7Q6nvMEUodOT/66+/VrgETq/Xo2PHjvjvf/+LM2fOeKvimc1mREREoHHjxmjWrJnPcLzZbEZ4eDgAIDw8HGaz2Xvu3mw2IywszNtWWFjofS6z2YyGDRuiefPm3uXKFRUVwWq1etdblUOHDiEnJwft27ev0Wshe7b/lStXvNcSEhER3XIKzfaPiYnBkSNH8PHHH0OSJHz11VfYunUrHnnkEcTFxSEjIwM2mw2HDh1CXl4ehg4dCgAYNmwYlixZguLiYpw4cQKrV69GYmKity07Oxtnz56FxWLB0qVLfdrWrl2L48ePo6SkBIsXL0ZCQgK0Wi0SEhKQn5+Pffv2oaysDJmZmejfv3+15+xDQkIg3YIyhtUeapSUlCAnJweff/45Dh486D3HYDAY0KVLF/zxj3/Eo48+6h0OISIiUqN27dph8eLFePPNNzFnzhzcc889mD9/Pjp16oT09HSkpaUhNjYWJpMJkydP9h7Nv/jii5g7dy7i4+Oh0Wjw3HPPIT4+HgCQnJwMi8WCpKQkOJ1ODB06FCNHjgQADBw4EKdOnUJKSgouX76M2NhYvPzyywCAyMhIpKenY/r06bhw4QJ69OiBefPmVduHsWPHYu7cuZg1axZatWoFrfbmrtjXSFX8hPB4PHjvvfewbNky3HPPPRgwYADatGmDpk2bwu1249KlSzh8+DD27t2LM2fOYNSoURg9ejT0dXw3KKU8bBwuHKsLufFMzeu5QxoLxzpCxIdabcFi74OtmfgHxy7eLTiCxYfy/YLFh6bvD74kHNux8a/CsZ1Mp8TXG3C6+qDf1P2wv/gdE0+5xD9f35fdKxz7bel94ustvls49meL2KxmAHBaxPvmbxEf8jYI3gzSeNEjvE6jRfw9878g/vnSXSgWjnVfEL/LZb5ttXCsqNb/34IaLX9i5Mu3aEvUJz4+Hr/88gvcbjc0Gk2F5F/jCX9PPvkkOnTogI8++qjKcxCPPvoogGvFCt5//308+eST+OSTTwS7QEREVNGdfnOemhgzZswtWU+Vyf+1117zuXbxRtq3b4958+bh+PHjt2SjiIioHmPyr9Kf/vSnW7KeKpO/aOK/3vV3GSIiIropClX4u13NmDEDU6ZMQYMGDTBjxowq4zQaDWbNmiW0TqGTjE6nEx9//DGOHz9e6Z2C0tPThZ6MiIiI5Dlx4oT3ZkEnTpy4JesUSv5TpkxBfn4+IiMjERAQ4NOm0fAXGhER3ToaDvv7WLVqVaX/XxNCyX/nzp3IzMz0qVFMRESkCCb/GyorK0NhYSHsdrvPNf8ajcbnfgE3IpT8g4KCvHclIiIiUhTP+Vdp586d+Nvf/obS0tIKxX40Gg2OHDkitB6h5D9mzBjMnz8fr776qrf0YX0j6/SGTkbRBRmhklZG2U/BUEnW88soUaoTj9XrxWsCBOjEr4E2aSvOT6lKkE78eukgGeuVc+1+oNZQfZBs9upDfmNV6PWS8z7IeX/lfG4cMj6Psj7ngvuknFwmZz+XVaNVxvcST+eq14IFC9CnTx+MGzeu2tv23ojQN1PHjh3x5ptvIi4uDlqttsIHQ7SoABERUbU47F+lX375Be+++y7uv//+Gq1HKPlPmzYNrVu3xrBhw6q94xAREVGNMPlXqU2bNjh16lTtJP9ffvkFGzduROvWrWv0ZERERNVi8vexf/9+7//Hx8dj2rRpeOGFF9C6desK5X27desmtE7hYf+TJ08y+RMRkfI44c9HcnIyNBqNzwS/v//97xXibvmEv8ceewzTpk3Dk08+ifvvv7/CzXvKb3tIREREt9b27dtv+TqFkn95OcGsrKwKbRqN5rZN/ocPH8Y//vEP/Pjjj2jVqhVeffVVREVF1fVmERHVayzy4+vee/93F82pU6di+vTpCAwM9IkpLi7GjBkzsGTJEqF1CiX/o0ePytjM20NZWRnGjh2LsWPH4oknnkBubi7GjRuHbdu2oUGDBnW9eURE9ReTv4+ffvoJRUVFAIANGzYgLi4OjRo18ok5duwYvvjiC+F1yrqB+IkTJ/DDDz9Aq9WiQ4cOt/U1/3v27IFWq0VycjIAICkpCe+//z527dqFIUOG1PHWERERXXPq1CmkpKQAuDba/sILL1QaN3z4cOF1CiX/K1euYNKkSfjyyy+9j2k0GgwaNAjz58+vUO//dmA2mxEeHu7zWGhoKAoLC+toi4iICOCw/+/FxsZi165dkCQJAwYMwPr169G0aVOfmAYNGlQ4FXAjQsl/1qxZOH36NFasWIGoqCi43W4cOHAAs2bNwuuvv17prEO1Ky0thdFo9HnMYDDAbheviEZERFQbWrRoAcD3NLzL5aowAV+UUL3HHTt2YM6cOejVqxcMBgMaNGiAPn36YPbs2cjLy7upJ65rRqOxQqK32+0sYkREVNckTc3+7nAbNmzA4MGDERUVhV9++QVpaWl4++23Za1DKPkbDIZKf10EBQXJejI1CQsLg9ls9nnMbDYjIiKijraIiIgAXJvwV5O/O9iGDRswd+5cPProo9DpdACA9u3bY9myZVi2bJnweoSS/7hx47yXxJU7e/Ys5s6di7/85S8yN10devfuDYfDgVWrVsHpdGLdunWwWCzo27dvXW8aEVH9xuRfpeXLl2PGjBkYO3ast7rf008/jfT0dHz00UfC6xE6WfD+++/jzJkzGDp0KBo2bAg/Pz8UFRXB4/Fg//79WLBggTf2drnJj7+/P5YtW4aZM2ciMzMTrVq1QlZWFof9iYhItU6ePFlpPZqoqCicO3dOeD1CyX/cuHHCK7ydtG/fHh9++GFdbwYREV2Hs/2rdvfdd+Po0aNo2bKlz+O7d+/G3XffLbweoeT/pz/9Sd7WERER3Swm/yqNGjUKM2fOxIULFyBJEr766it88sknWLFiBV566SXh9VR5zv/ZZ5+VNYT/zTffyCowQEREVCme86/Sk08+ifHjx2Pp0qWw2+2YPn06PvnkE7zyyit49tlnhddT5ZH/xIkTkZqaiuDgYMTHxyM2Nhb33XefT8yPP/6IvXv34pNPPsHly5cxZ86cm+8REREROOxfneTkZCQnJ6OoqAj+/v6yivuUqzL59+jRAxs3bsTHH3+M999/H7Nnz4bBYEDjxo3hdrtRXFwMp9OJ0NBQDB8+HElJSfD3969Rh4iIiOjGfvrpJ/z4449wOBwV2kRvtHfDc/7+/v54+umn8fTTT8NsNuPgwYO4ePEiNBoNQkJC0LlzZ7Rq1ermtp6IiKgy9aBQz8167733kJmZWWmbnLvsCtcFDA0NRWhoqGj4HUeSZIxDuT3isTJCNR7xbRAdNtPIen7xHVLjFo91uXTCsWVu8VKWpR7xkagrbmP1QeWxMtZb7LEJxwK3vrR0scclHHvFI+M1kPF6yXkf5Ly/cj43cj6Psj7ngvuPnGFsOfu5nO8POd9Lsr7vlMBh/yq9//77+Mtf/oKUlJQa3Vfn5ooCExERKYTn/KtWVlaGxMTEGt9QT6jCHxERUa3hbP8qDRs2DB9//HGN18MjfyIiottESkoKhg0bhi1btuC+++7zlvgtt3z5cqH1CCX/o0ePon379vK3koiISCYO+1dt6tSpAICOHTvWqBy9UPJ/9NFHERkZicceewyPPPIImjZtetNPSEREdENM/lX673//i5UrV6JLly41Wo/QOf/8/HzExcVh9erV6N+/P8aPH49t27bB5RKfSUxERCSE5/yrdNddd8HPz6/G6xFK/vfffz9eeOEF/Otf/8KqVavQokULpKeno1+/fpgzZw6OHj1a4w0hIiKiG/vb3/6GtLQ07N69G6dPn8a5c+d8/kTJnvDXtWtXlJWVAQA++eQTbNy4ER9++CE6deqEOXPm1OtaAEREVHM851+11NRUOJ1OjBw5EhrN/2pSSJIEjUaDI0eOCK1HOPkfPXoUubm52Lx5M4qKihAbG4uFCxdiwIABuHLlCqZPn44JEyZg06ZN8ntDRERE1frnP/95S9YjlPwTEhLw008/oW3bthg1ahSGDRvmM+mvSZMmSExMxN///vdbslFERFSP8ci/StHR0QCAkpISFBYWws/PDy1btpR9cx+h5B8TE4PXX38dkZGRVcY8+OCD+PTTT2U9+W3F7VYkViMn1iW+R2gF52Jq5azTKaPsqYxYl1O8TOuVMvGqVpYy8Z3hnF8j4dggnZySvUXCkVZtxZt01JSckr0/u8Sv4jnnFH+95LwPct5fOZ8bOZ9HrVM4VHj/Ed0fAXn7uZzvD6W+w5TAYf+qud1uzJs3Dx9++CHcbjckSYK/vz+efPJJTJs2rcJ1/1URSv7Tpk2rNqZx48ZCT0hEREQ3JysrC5s2bcL06dPRs2dPuN1u7Nu3D0uWLEFwcDDGjh0rtB5W+CMiInXhkX+VPv74Y8ycORPx8fHex9q1a4emTZsiIyODyZ+IiG5TTP5VunTpEjp27Fjh8Q4dOsi61I839iEiIlXRSDX7u5OFh4dj27ZtFR7funUrWrduLbweHvkTEZG63OEJvCb+8pe/YMKECThy5AiioqIAAPv378enn36KBQsWCK+HyZ+IiOg2ERcXh0WLFmHZsmXYunUrAgIC0KZNGyxbtgx9+vQRXg+H/YmISFU47H9jNpsNS5YswYEDB/Dss8/i0qVL2LJlC0pLS4XXweRPRETqwhv7VGnJkiWYOXMmzp49i6+//hpvv/02oqOj8c033+D1118XXg+TPxERqQuTf5XWr1+P119/HVFRUfjss8/QtWtXpKWlYc6cOdi6davwepj8iYiIbhMXLlzAAw88AAD48ssv0a9fPwBASEgISkpKhNfDCX+CJJd4fU7JJaNkr1M8VuuQEesUe2u1DvGypzoZ1We1dhnlfUvFP4ZXjOLlX88FBAnHGnUyarrKcMVPvLyuvLLBgs/vFn9+OSV7zbZg8fXaxN+HKzbx99cj43Ojl/F5lPU5F4zVOmWU0Zaxn8v5/pDzvSTn+04J9eG8/c1q2bIlvvvuOxQVFeHkyZPo378/AGDHjh1o2bKl8HqY/ImISF2Y/Kv0/PPPY9KkSdBqtejZsyc6duyId955B2+//Tbmzp0rvB4mfyIiUhcm/yo99thj6NixI3755RfvkH9UVBRWrFiBnj17Cq+HyZ+IiFSFw/431q5dO7Rr187775iYGNnr4IQ/IiKieoZH/kREpC488lcckz8REakKh/2Vx+RPRETqwuSvOCZ/IiJSFyZ/xXHCHxERUT3D5E9ERKqiqeFfVTZu3IiuXbv6/LVv3x4zZsyA1WrF+PHj0b17dwwYMAA5OTne5RwOB6ZNm4bo6GjExMQgKyvL2yZJEjIyMtCrVy/07NkTs2fPhtv9v2qKK1asQL9+/dCtWzekpqb63HkvLy8PcXFxiIqKQkpKCiwWS81eOBk47C/og3PLhWOfbfOicKymTLysrJyynzq7RyhOTtlTl008Vl8qHusx6IRjbQEyyvvqAoVj5bC5/YRjz8soMWwSrRUrQ6nHXzjWUib+eskp2Xvuivh6bSXi76+2VPxzI+fzKKfKst4uNj4tuj8CMsv7yvj+kMrKhGNFv+9CQsQ/B7IoNOw/bNgwDBs2zPvvgoICvPzyyxg/fjxmzJgBk8mEgoICHDt2DKNHj0abNm0QFRWFRYsW4cyZM9i+fTsuXryIUaNGoVWrVhgyZAjWrFmDnTt3YuPGjdBoNEhJScHy5csxevRo7NixA9nZ2Vi5ciWCg4Px0ksvYcGCBZg5cyaOHj2KtLQ0LF++HO3atUN6ejqmTp2KZcuWKdP53+GRPxERqYpGqtmfiKtXr2LKlCmYOXMmgoKCsG3bNkyYMAEBAQHo3LkzEhISsGHDBgBAbm4uUlJSEBQUhNatW2P48OFYv369t23EiBFo3rw5QkJCkJKS4tOWlJSE0NBQBAUFYeLEicjNzYXb7camTZsQFxeHLl26wGAwIDU1FV988UWtHf0z+RMRUb3zz3/+E23btsUf//hHnDx5Enq93ufGOKGhoSgsLITVasXFixcRERFRoQ0ACgsLK7SZzWZIklRpW2lpKc6dO1ehrUmTJmjUqBHMZrOS3fbisD8REamLwrP9r169itWrV3uH2EtLS2EwGHxiDAYD7HY7bLZr54GMRmOFNgCw2Ww+yxqNRng8Hjgcjkrbypf5fVt5e/nzKY1H/kREpC5SDf+qsW3bNtxzzz2IiooCcC3plv1uToTdbofJZPIm6PJkf30bcO2HwPXL2mw26PV6BAQEVNoGAA0aNPD5AXF9e/l6lcbkT0REqqL0Of8dO3YgPj7e++9WrVrB6XTizJkz3sfMZjMiIiLQuHFjNGvWzGc43mw2Izw8HAAQHh5eoS0sLMzbVn56oLytYcOGaN68eYXlioqKYLVavetVGpM/ERGpi8JH/gcPHvQe9QNAYGAg4uLikJGRAZvNhkOHDiEvLw9Dhw4FcO0qgSVLlqC4uBgnTpzA6tWrkZiY6G3Lzs7G2bNnYbFYsHTpUp+2tWvX4vjx4ygpKcHixYuRkJAArVaLhIQE5OfnY9++fSgrK0NmZib69++PJk2a1Pz1E3BbJP+EhAR06dLFe13mI4884m0rKChAQkICoqKikJyc7PNL6vDhw0hKSkJUVBQSExNx4MABb9upU6cwYsQIdO3aFYMGDcKOHTtqs0tERFQH3G43fv31V4SEhPg8np6eDpfLhdjYWEyYMAGTJ09Gly5dAAAvvvgiWrdujfj4eCQnJ+PJJ5/0jhwkJydj4MCBSEpKwiOPPIJu3bph5MiRAICBAwdi9OjRSElJwYABAxAUFISXX34ZABAZGYn09HRMnz4dvXv3xvnz5zFv3rxaex00kiSpupCi3W5Ht27d8OWXX6Jp06Y+bRaLBQ8//DAWLlyIvn374r333sOnn36KvLw8OBwOPPTQQxg7diyeeOIJ5ObmIiMjA9u2bUODBg3w+OOPIyYmBhMmTEBBQQEmTZqEvLw83HPPPZVux4ULV4S3WdZ1/sFNqw/6jStY/JrasmaG6oMA2JuKXyttbyr+W7FMxo9XR1Pxa6ClJuLXwgc2Ep840yKoRDzWKP5ZCA4QXy+v8wdKrMbqg36juSTeN/8i8c9uwCXhUBiKxD67hiLxa/cDLtqrD/qN3iL+WZQsRcKxq46/IRSn1HX+XccvqtHy37w96RZtyZ1L9Uf+P/zwA4KDgyskfgDIz89HZGQkBg4cCH9/f4wbNw7nz5/Ht99+iz179kCr1SI5ORl+fn5ISkpCcHAwdu3ahZ9++gk//PADxo8fDz8/P8TGxiI6OhqbN2+ugx4SEZEPhYf9SSWX+rlcLp+Sh+W0Wi0OHz4MvV6Pp556CidPnkSHDh0wffp070SK6ydH6HQ6tGzZEoWFhSguLq4wcaL82kw/Pz/ce++9PpdZXH/dJhER1R3e0ld5qkj+X331lfccyfXuvfdejBkzBp06dcLkyZMRHByMd955B6NHj8aWLVtgs9kQGOg7pFh+nWRpaanPdZnA/67NvFHbreCRUUZTVyY+1Ku1i5fy1NvEStD62cQHf1yl4nukO0BGeV8/8VinTry0rviAO+B2i78OV8pklBiWUd43QOcSjhVV5hbfxeX064pNPFZOyV5cFn9/9VfklJsW3wS9jM+5n00sVm8TH/aXs59DxveHnO8luvOpIvnHxMTg2LFjVbb/+c9/9v7/pEmTsGbNGhw5cgRGo7HK6yTtdnuFtvJrMytb7vrrNomIqA7xyF9xqj/nv3btWhQUFHj/7Xa74XK5EBAQgLCwMJ/Z/W63Gz///DMiIiIqtAH/u24zPDwcp0+fhsPhqNBGRER1jOf8Faf65H/+/HnMmTMHv/76K+x2O1577TWEhYWhffv2eOihh/Ddd98hPz8fDocDWVlZuOuuu9ChQwf07t0bDocDq1atgtPpxLp162CxWNC3b1+Eh4cjIiICb7zxBhwOB3bt2oW9e/di8ODBdd1dIqJ6rzZu7FPfqT75jx07Fn379sUTTzyB3r174+eff8bbb78NrVaLkJAQvPPOO3jrrbfw4IMPoqCgAEuWLIFGo4G/vz+WLVuGzZs3Izo6GqtXr0ZWVpZ3aH/JkiU4duwYevfujblz5yIzMxN33313HfeWiIh45K881V/nrxZyrvN/5v5xwrG64GbCsZ5mDYVjnU3F5i+UNRWfYGVrIuc6f/HJWI5G4h9BZ2PxmgBoKD5xyhgoPhkqyCgjNkA8lhP+IGvCn1+x+OfR3yr+eQy4JP55NF4S+zwGFIl/Fv2KxGcnai9eFo51Wy4Kx675OUsoTqnr/LuPrtl1/v9dxuv8q6OKCX9ERETlNDwmVRyTPxERqQtzv+KY/ImISFU4aU95TP5ERKQuTP6KU/1sfyIiIrq1eOSvAElGGU1JRklhTan4rGmdQWzWtN4gflc/f3/xGdOSnE+WVny9cn6vutzid30rLZNxd0OT+Hov+YlXjdTrxUvAinK5xPvlcorHekrF32Btqfh65ZTs9ZcVK34o6X9VPFZfKjbbX1cqPttfU6rM94ec76W6xmF/5TH5ExGRujD5K47Jn4iIVIVH/srjOX8iIqJ6hkf+RESkLjzyVxyTPxERqQqH/ZXH5E9EROrC8r6KY/InIiJV4ZG/8jjhj4iIqJ7hkT8REakLj/wVx+RPRESqohErnEg1wOSvgA/OLReOfeb+ccKxOn/xsrI6f7Hyvn5+4qVXJfFQSFoZwXJ4xEu6ap3isS67eKxHRrlap5/4IYxDd+sPdzRu8X5pZLxeehmvl75UTqxwqLySvbJixcss+10RK9urKxEvrau5ahOOdZdcFY6V871U53jkrzgmfyIiUhVO+FMeJ/wRERHVMzzyJyIideF1/opj8iciIlXhsL/ymPyJiEhdmPwVx3P+RERE9QyP/ImISFU47K88Jn8iIlIXTvhTHJM/ERGpCo/8lcfkT0RE6sLkrzgm/zq25ucs4djhEROFY7WC5X11evE5n37iVVpl0XjEy+VqXOLr1ZUpU67W7S+jFLDY2wAAkLQKlPeVVQ5ZfL06h4xY8Wq10JfKKMN7VaGSvVbxF0J3xS4UJ6dkr0dGyV453x9E12PyJyIiVeGwv/KY/ImISF08zP5KY/InIiJ1Ye5XHJM/ERGpCof9lccKf0RERPUMj/yJiEhdWORHcUz+RESkKhz2Vx6TPxERqQuTv+J4zp+IiKie4ZE/ERGpiobn/BXH5H8b8Vy5Ihyr0Yu9tVqNjBK4wpHyztlpxCuvQucQH6xyyijZ6zLIKNnrLxwKj158vZL21tdP1njEY7Uu8TdNK6O8r94uvl4/m3isvlS8c35Xbn3JXgDQXi4VipMulwivU85+fseS8bmlm8PkT0REqsIjf+Ux+RMRkbow9yuOE/6IiIjqGR75ExGRunDYX3FM/kREpCos8qM81Q37z549G/Pnz/d5rKCgAAkJCYiKikJycjLMZrO37fDhw0hKSkJUVBQSExNx4MABb9upU6cwYsQIdO3aFYMGDcKOHTu8bVarFePHj0f37t0xYMAA5OTkKN43IiISIEk1+6NqqSb5X7p0CVOmTMGqVat8HrdYLHjhhRfw0ksv4auvvkJMTAxeeOEFSJKEsrIyjB07Fo899hi+/vprPPvssxg3bhyuXr0KAJg4cSI6d+6Mr776CtOmTcPf/vY3nDlzBgAwY8YMmEwmFBQUYPHixVi4cKHPDwciIqobGk/N/qh6qkn+ycnJ0Ol0GDRokM/j+fn5iIyMxMCBA+Hv749x48bh/Pnz+Pbbb7Fnzx5otVokJyfDz88PSUlJCA4Oxq5du/DTTz/hhx9+wPjx4+Hn54fY2FhER0dj8+bNuHr1KrZt24YJEyYgICAAnTt3RkJCAjZs2FA3nSciIqpFtXbO3+VyobS0YkEMrVaLwMBArFixAi1atMCUKVN82gsLCxEeHu79t06nQ8uWLVFYWIji4mKfNgAIDQ1FYWEh/Pz8cO+998JgMFRoO3nyJPR6PVq2bOnTlp+ff6u6S0REN4tD94qrteT/1VdfYeTIkRUev/fee/H555+jRYsWlS5ns9kQGBjo85jRaITNZkNpaSmMRqNPm8FggN1ur7bt+h8F17cREVEdY+5XXK0l/5iYGBw7dkz2ckajsUJSttlsMJlMsNvtFdrsdjtMJlOly13fVlZWVmmbmn1wbrlwbPJd/ycUp5Px/FoZv8Y1LvETbxpngHCszu4nHmsU753bIH4GzOMnoxSwXvw1k259dV9Zs6a1LhmxTvEV6+zinwW9TbzWs65URsnekrLqg36juWoTjhUt2+suLhZep5z9/E7FCn/KU805/6qEhYX5zO53u934+eefERERUaENAMxmMyIiIhAeHo7Tp0/D4XBUaGvVqhWcTqd38t/1bURERHc61Sf/hx56CN999x3y8/PhcDiQlZWFu+66Cx06dEDv3r3hcDiwatUqOJ1OrFu3DhaLBX379kV4eDgiIiLwxhtvwOFwYNeuXdi7dy8GDx6MwMBAxMXFISMjAzabDYcOHUJeXh6GDh1a190lIiJe6qc41Sf/kJAQvPPOO3jrrbfw4IMPoqCgAEuWLIFGo4G/vz+WLVuGzZs3Izo6GqtXr0ZWVpZ3+H7JkiU4duwYevfujblz5yIzMxN33303ACA9PR0ulwuxsbGYMGECJk+ejC5dutRlV4mICLh2V7+a/FG1NJLEn0kiLly4vW6zKXzOv3Fj4XVqGgZWH/QbqYGx+qDfuAPFz/m7TeLn/F2qOOcvHMpz/uA5fwD44Gy2cGxdCwkJUmS9g3q+WqPl//V1WpVtZ8+eRVpaGr7++msEBgbi+eefx3PPPQer1Ypp06Zhz549CAoKwvjx4/HEE08AABwOB2bOnIlt27ZBr9d7a8oAgCRJyMzMRE5ODtxuNxITEzF16lTodNe+f1asWIHs7GxcvXoVAwcOxKxZs7wHqHl5eVi0aBEuXryIBx98EHPmzEFwcHCN+i5K9Uf+RERUzyg07C9JEv7yl78gLCwMe/fuRXZ2Nt566y3s37//hoXfFi1ahDNnzmD79u344IMPkJOTgy1btgAA1qxZg507d2Ljxo3YsmUL9u/fj+XLr03a3LFjB7Kzs7Fy5Urs2rULVqsVCxYsAAAcPXoUaWlpyMzMxJ49exAcHIypU6cq+7peh8mfiIjqhYMHD+L8+fNITU2Fn58f2rRpgw8//BAtWrS4YeG33NxcpKSkICgoCK1bt8bw4cOxfv16b9uIESPQvHlzhISEICUlxactKSkJoaGhCAoKwsSJE5Gbmwu3241NmzYhLi4OXbp0gcFgQGpqKr744gtYLJZaeS2Y/ImISF0UOvL//vvv0aZNG7z++uvo06cPBg0ahIMHD8JqtVZa+K2wsBBWqxUXL170uRqsvA24Voju921msxmSJFXaVlpainPnzlVoa9KkCRo1alThCjalMPkTEZG6KDThz2q1Yu/evWjSpAl27NiBefPmIT09/YaF32y2a3NAri8ad31ROJvN5rOs0WiEx+OBw+GotK18md+3lbeXP5/SeEtfIiJSFaWK/Pj7+6NRo0ZISUkBAHTr1g2DBg3C4sWLqyz8Vp6g7Xa7t9rs9UXhDAaDz7I2mw16vR4BAQGVtgFAgwYNKq0qW17ArjYw+d+hRGcMJ7cYJbxOrUt8OrjWIWMmtkP8ygCtXUY1QIP4lQEef/ErA+TESnrxKfyS9tZP99d45FRlFI/VOsRn5cuKtYt/bjSlyszg95RcFY+9InYVEKv2yaRQ8g8NDYXb7Ybb7fbOxne73ejQoQP27duHM2fO4J577gHwv8JvjRs3RrNmzWA2m70z8c1ms/e+MuHh4TCbzd5Lxc1mM8LCwrxt5acHytsaNmyI5s2be5crV1RUBKvVWuF+NUrhsD8REdULffr0gcFgwFtvvQWXy4X9+/dj69atGDx48A0Lvw0bNgxLlixBcXExTpw4gdWrVyMxMdHblp2djbNnz8JisWDp0qU+bWvXrsXx48dRUlKCxYsXIyEhAVqtFgkJCcjPz8e+fftQVlaGzMxM9O/fH02aNKmV14JH/kREpC4KHfkbDAasWrUKs2bNQkxMDAIDA/H3v/8dUVFRSE9PR1paGmJjY2EymXwKv7344ouYO3cu4uPjodFo8NxzzyE+Ph7AtdvRWywWJCUlwel0YujQod6b2A0cOBCnTp1CSkoKLl++jNjYWLz88ssAgMjISKSnp2P69Om4cOECevTogXnz5inS78qwyI+g263IjyhZw/5B4gU9tIENhGPlFASSTOLD/h4O+3PYvzyWw/6KUKrIz+BO02u0/GffzrlFW3Ln4pE/ERGpC0v0Ko7n/ImIiOoZHvkTEZGqKHWpH/0Pkz8REakLk7/imPyJiEhdZExUpZvD5E9EROrCI3/FccIfERFRPcMj/3pOqeuPn7l/nHCs1uEQj7UZqg8qjw3wF46VAsRrAkh+Mq7z14nHKvJTXMYlUxq3+PX4GqeM2DLxa/dRJv5ZkH5XF/1G3DKu3V/zc5ZwLCmER/6KY/InIiJ1YfJXHJM/ERGpCyf8KY7Jn4iI1EViiT+lccIfERFRPcMjfyIiUhee81cckz8REakLz/krjsmfiIjUhUf+iuM5fyIionqGR/5ERKQuPPJXHJM/ERGpC5O/4pj8SRFySqQmtxglHKsJCBCO1cqIhZz16mWU7JVT3lenwFk4t4zrpWWU95VcMmLLyoRjPTJi5axXqTLWpBAPr/NXGpM/ERGpC4/8FccJf0RERPUMj/yJiEhdeOSvOCZ/IiJSFxb5URyTPxERqYrEG/sojuf8iYiI6hke+RMRkbpw2F9xTP5ERKQunPCnOCZ/IiJSFxb5URyTPxERqQuP/BXH5E91Tg2lV2WVGNbL2G1klPfVaDTi6xUkyfkSlVXe1yUcq4b3l4h8MfkTEZGqSBz2VxyTPxERqQuH/RXH5E9EROrCS/0Ux+RPRETqwgp/imOFPyIionpGdcl/9uzZmD9/vs9js2bNwgMPPICuXbt6/86cOQMAOHXqFEaMGIGuXbti0KBB2LFjh3c5q9WK8ePHo3v37hgwYABycnK8bQ6HA9OmTUN0dDRiYmKQlZVVOx0kIqIbkjxSjf6oeqoZ9r906RLmz5+P9evXY9Qo38uuDh8+jIULF2Lw4MEVlps4cSJiYmLwz3/+EwUFBZg0aRLy8vJwzz33YMaMGTCZTCgoKMCxY8cwevRotGnTBlFRUVi0aBHOnDmD7du34+LFixg1ahRatWqFIUOG1FaXiYioMhz2V5xqjvyTk5Oh0+kwaNAgn8c9Hg+OHTuGyMjICsv89NNP+OGHHzB+/Hj4+fkhNjYW0dHR2Lx5M65evYpt27ZhwoQJCAgIQOfOnZGQkIANGzYAAHJzc5GSkoKgoCC0bt0aw4cPx/r162ujq0REdAM88lderSV/l8uFy5cvV/grKSkBAKxYsQJz5syByWTyWe7EiROw2+2YP38+evXqhUcffdQ7tF9YWIh7770XBoPBGx8aGorCwkKcPHkSer0eLVu2rNBmtVpx8eJFREREVGgjIiK609XasP9XX32FkSNHVnj83nvvxeeff44WLVpUutzly5cRHR2N559/Hp06dcKuXbvw4osv4qOPPkJpaSmMRqNPvMFggN1uR2lpqc+PguvbbDYbAPgsW95GRER1jMP+iqu15B8TE4Njx47JXi4qKgrvv/++999//OMf0bt3b+zcuROhoaEVErbdbofJZILRaERZWVmlbeU/Cux2OwIDA33aqhISEiR72+n2sdWTU30QEdUK7o/KU805/6rs3r0bH374oc9jZWVlCAgIQHh4OE6fPg2Hw+FtM5vNiIiIQKtWreB0Or1XBVzf1rhxYzRr1gxms9mnLTw8XPkOERER1THVJ3+NRoP58+dj3759cLvd2LRpEw4ePIj4+HiEh4cjIiICb7zxBhwOB3bt2oW9e/di8ODBCAwMRFxcHDIyMmCz2XDo0CHk5eVh6NChAIBhw4ZhyZIlKC4uxokTJ7B69WokJibWcW+JiIiUp5Fk3fZLeVOmTEGTJk3wyiuveB/LycnBsmXLcP78eYSGhmLq1KmIjo4GAJw+fRr/+Mc/cODAAQQHB2PKlCn4wx/+AAAoLi5GWloadu/eDZPJhBdeeAFJSUkArg3zz507F1u3boVGo8Fzzz2HsWPH1n6HiYiIapnqkj8REREpS/XD/kq6U6sJVtavgoICJCQkICoqCsnJyT7zHQ4fPoykpCRERUUhMTERBw4c8LbdbJ+VlJCQgC5dunjfn0ceeUTRfqrFjbZfbbKzsyvsR/v27bvp/USSJGRkZKBXr17o2bMnZs+eDbfbXat9OnToEPr27ev9t1J9WbFiBfr164du3bohNTUVpaWltdqvb7/9FpGRkT7v3bvvvlvjbc/Ly0NcXByioqKQkpICi8WiaL+oGlI9VFRUJL3yyitS27Ztpddee82n7amnnpI+/fTTSpd77LHHpIULF0oOh0PauXOn1LVrV+n06dOSJEnSX//6Vyk1NVWy2+3SwYMHpejoaOmbb76RJEmSXnvtNWnEiBHS5cuXJbPZLP3hD3+QNm/eXGv9unDhgtS1a1dp+/btUllZmbRkyRJpyJAhksfjkex2u9SvXz9pzZo1ksPhkHJycqRevXpJJSUlNeqzUmw2mxQZGSldvHixQptS/VSD6rZfbV566SXpn//8Z4XHb3Y/WbVqlZSQkCCdO3dOOn/+vPSnP/1Jeu+992qlLx6PR8rJyZG6d+8uRUdHK9qXzz//XOrbt69UWFgoXb58WXr++eeltLS0Wu3X2rVrpTFjxlS6zM1u+5EjR6Ru3bpJBw4ckGw2mzRt2jTp+eefV6RfJKZeJv/BgwdL06ZNk/7617/6JEm32y1FRUVJJ06cqLDMjz/+KD3wwAOSzWbzPpaSkiK99957UklJiRQZGSn9/PPP3rZZs2Z5P/i9e/eWCgoKvG3Z2dmKfPCr6teaNWuk5ORk779dLpfUo0cP6eDBg9LOnTul2NhYn/UkJCRImzdvrlGflXLw4EGpX79+lbYp0U+1uNH2q1F8fLz0n//8x+exmuwnSUlJUk5Ojrfts88+k+Lj4xXswf+888470tChQ6Vly5Z5k6RSfZk4caL0xhtveNu+/fZbKSoqSnK5XLXSL0mSpLS0NCkzM7PSZW522xcsWCBNnjzZ21ZUVCS1a9dOunDhwq3uFgm6I4f979Rqgjfbr8LCQp/LGHU6HVq2bInCwsJKL3Es376b7XNN3aifhw8fhl6vx1NPPYVevXph1KhR+OmnnxTrp1rcaPvVxmazwWw2Y+XKlejTpw/i4+Oxbt26Gu0nhYWFFdrMZjOkWpiy9PjjjyM3NxedOnXyPqZUXyprKy0txblz52qlXwBw5MgR7N+/HwMHDsSAAQMwf/587+XUN7vtv29r0qQJGjVq5HNajmqXam7scyvdqdUEb7ZfNpvNW8yonNFohM1mq7ZfN9PnmrpRP8eMGYNOnTph8uTJCA4OxjvvvIPRo0djy5YtivRTLW6HbSxnsVjQvXt3PP3001i8eDEOHTqEsWPHYuTIkTe9n9hsNp9ljUYjPB4PHA4HAgICFO1P8+bNKzxWk33+Rn2prK18mVutsn4B1xLzgw8+iKeeegoXL17ExIkTsXjxYqSmpt70tv++rbxdiX6RmDsy+d/u1QSrcrP9MhqNFbbdZrPBZDLBbrffsF830+eaqq6ff/7zn73/P2nSJKxZswZHjhxRpJ9qcTtsY7mWLVti9erV3n/36NEDiYmJ2Ldv303vJwaDwWdZm80GvV6veOKvSk32+Rv1pbI2AGjQoIGi/ble+eQ+ADCZTEhJSUFmZiZSU1Nvetsr+6Favm9S3bgjh/1v1p1aTTAsLMzn+d1uN37++WdERERUaLt+22+2z0pau3YtCgoKfPricrkQEBCgSD/V4kbbrzbff/893nvvPZ/HysrKcPfdd9/0fhIeHl6hLSwsTOGeVK0m+/yN+hIeHu5zKsdsNqNhw4ZVHqXfalarFfPnz/eeSgT+9x1Yk23//XJFRUWwWq2sqlqHmPyvc6dWE3zooYfw3XffIT8/Hw6HA1lZWbjrrrvQoUMH9O7dGw6HA6tWrYLT6cS6detgsVjQt2/fGvVZKefPn8ecOXPw66+/wm6347XXXkNYWBjat2+vSD/V4kbbrzYmkwlvvfUWPvvsM3g8HuzevRubN2/GM888c9P7ybBhw5CdnY2zZ8/CYrFg6dKldVqRsyb7/I36MmzYMKxduxbHjx9HSUkJFi9ejISEBGi1tfNVHRQUhK1bt+Ktt96C0+nEyZMn8e677+Kxxx6r0bYnJCQgPz/fO/qTmZmJ/v37o0mTJrXSL6pEHU84rFOvvPJKhUv9PvroI+mhhx6SunTpIj366KPS3r17vW2nTp2SRo0aJXXr1k16+OGHpc8//9zbdunSJWnChAlSz549pdjYWJ8ZsTabTZoxY4bUq1cvqXfv3lJWVlat92v37t3S0KFDpaioKOnpp5+WCgsLvW1HjhyRnnrqKSkqKkpKTEz0uVzvZvusFIfDIc2dO1fq06ePFBUVJY0ePdrnkjwl+qkWN9p+tdm+fbuUkJAgdenSRXr44Ye9l8/e7H7icrmkzMxMqU+fPlJ0dLSUnp6uyAz4G9mzZ4/PrHil+vL+++9Lf/jDH6Tu3btLL730klRaWlqr/Tp+/Lg0YsQIqVu3blJMTIz05ptvSh6Pp8bbvnnzZunhhx+WunbtKo0ePVqyWCyK9otujBX+iIiI6hkO+xMREdUzTP5ERET1DJM/ERFRPcPkT0REVM8w+RMREdUzTP5ERET1DJM/kcrs27cPw4cPV2z9x48fx+OPPw6Xy6XYcxCRujH5E6lIWVkZpk+fjpdfflmx52jTpg0iIyOxbNkyxZ6DiNSNyZ9IRT755BM0a9YMnTt3VvR5Ro4ciWXLluHKlSuKPg8RqROTP5FCPv30U7Rr1w67du0CAEiShJEjR+JPf/qTz02ErrdixQrEx8d7//3JJ5/goYcewpo1a9CnTx90794dqampuHz5sjemXbt2yMnJwZ///Gd06tQJQ4YMwYEDB/DBBx8gNjYW3bp1w0svveTznOHh4bj33nvx0UcfKdR7IlIzJn8ihcTHxyMhIQEzZ87E1atXsWrVKnzzzTdYuHAh/P39K8QXFhbixIkTGDBggM/jv/76K9auXYu3334bS5cuxXfffYdJkyb5xGRmZmLMmDHIzc1FYGAgxowZg+3bt2PZsmWYN28e8vPzsW7dOp9lYmNj8fnnn9/yfhOR+jH5EynoH//4B1wuF6ZPn46MjAxMnTq1ytuYHjp0CEajEffdd5/P406nE6+//jqioqLQo0cPpKWl4csvv/S5feqTTz6JgQMHIiwsDImJibBarZg5cybatm2LQYMGITIyEsePH/dZb5s2bXDw4MFb32kiUj0mfyIFNWrUCLNmzcKnn36KHj164Kmnnqoy1mKxoFGjRtBoNBXW0a5dO++/o6KiAAA//PCD97H777/f+/9GoxFardbnR4TBYKhwqqFp06ZwOp2wWq031Tciun0x+RMp7Pvvv4dOp8ORI0dQVFRUZZxGo4Hb7a7wuF6v9/l3ecz193j/fYxGo6nwI+L3PB5PhfUQUf3AvZ5IQd999x2ysrKwcOFCBAcH4x//+EeVsSEhISguLsbv77JdVFSEM2fOeP9dPlQfGRlZo20rKiqC0WhEUFBQjdZDRLcfJn8ihTgcDrzyyisYOHAghgwZgtmzZ2P79u3YsGFDpfGdO3eG0+mscG5ekiS88sorOHLkCL7++mu8+uqrGDRoEFq2bFmj7Tt8+LDilxQSkTrpqw8hopuxaNEiXLhwAStWrABwLbk/99xzmDNnDnr16oW77rrLJ75169YICwvD3r170bZtW+/jOp0OcXFx+H//7/8BAIYMGXJLigDt3bsXjz/+eI3XQ0S3H430+zFGIqoza9aswccff4xPPvkEwLXr/P/+97/j8OHDt/R5jh49imeeeQY7duxAw4YNb+m6iUj9OOxPpCJPPPEErFYr/vvf/yr6PO+//z5GjhzJxE9UTzH5E6mIv78/5s6di4yMDMWe44cffsDRo0cxZswYxZ6DiNSNw/5ERET1DI/8iYiI6hkmfyIionqGyZ+IiKieYfInIiKqZ5j8iYiI6hkmfyIionrm/wfLFueovxRYMgAAAABJRU5ErkJggg==\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plane_xy.z.mpl.scalar(\n", " filter_field=field.norm, colorbar_label=\"something\", multiplier=1e-12\n", ")" ] }, { "cell_type": "markdown", "id": "0797b3b5-da02-4a49-8db0-ab7325efbd4b", "metadata": {}, "source": [ "In order to save the plot, we pass `filename` and the plot is saved as PDF." ] }, { "cell_type": "code", "execution_count": 20, "id": "f516e40a-f238-4bac-99e9-81d6f3ea146d", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plane_xy.z.mpl.scalar(\n", " filter_field=field.norm, colorbar_label=\"something\", filename=\"scalar.pdf\"\n", ")" ] }, { "cell_type": "markdown", "id": "dfe48e04-dc62-48f7-bda4-db9af237bdf0", "metadata": {}, "source": [ "`mpl_scalar` is based on `matplotlib.pyplot.imshow`, so any argument accepted by it can be passed. For its functionality, please refer to the [documentation](https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.imshow.html). The available colormaps and additional information on the use of colormaps are shown in this [matplotlib tutorial](https://matplotlib.org/stable/tutorials/colors/colormaps.html)." ] }, { "cell_type": "code", "execution_count": 21, "id": "b60f7378-ee49-4035-ab9c-2ddc4560e2b8", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plane_xy.z.mpl.scalar(\n", " filter_field=field.norm, colorbar_label=\"something\", cmap=\"plasma\"\n", ")" ] }, { "cell_type": "code", "execution_count": 22, "id": "4df73f0c-f113-4170-b223-89b121956a9e", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plane_xy.z.mpl.scalar(filter_field=field.norm, interpolation=\"bilinear\")" ] }, { "cell_type": "markdown", "id": "93b37a51-40eb-4d5c-9934-39b9e0ebbbb2", "metadata": {}, "source": [ "### Vector field visualisation – `mpl.vector`\n", "The default plot is:" ] }, { "cell_type": "code", "execution_count": 23, "id": "8c8d264c-fdab-46e7-83a7-154915d2668a", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plane_xy.mpl.vector()" ] }, { "cell_type": "markdown", "id": "5acee2bb-2788-49df-9aa7-0cf0681321d1", "metadata": {}, "source": [ "By default color is used to show the out-of-plane component. We can reduce the number of vectors." ] }, { "cell_type": "code", "execution_count": 24, "id": "6d2b6f10-0926-45e6-99cd-35761aac3b6e", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "field.plane(z=10e-9, n=(12, 12)).mpl.vector()" ] }, { "cell_type": "markdown", "id": "68caf20b-e8ac-48b3-a81e-d629340c4a95", "metadata": {}, "source": [ "We can turn of automatic coloring based on one vector component." ] }, { "cell_type": "code", "execution_count": 25, "id": "f33022b1-3956-4d3d-a360-6d58c9504c46", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "field.plane(z=10e-9, n=(12, 12)).mpl.vector(use_color=False)" ] }, { "cell_type": "markdown", "id": "cbb9907e-5b12-4e2e-bf18-34f67333ddf2", "metadata": {}, "source": [ "Without automatic colouring, we can additionally specify a uniform color." ] }, { "cell_type": "code", "execution_count": 26, "id": "ee43e3d2-137b-48ce-805a-310f5b61cb16", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "field.plane(z=10e-9, n=(12, 12)).mpl.vector(color=\"red\", use_color=False)" ] }, { "cell_type": "markdown", "id": "9121b57e-5449-459e-a92b-182fc382687e", "metadata": {}, "source": [ "Turn of colorbar." ] }, { "cell_type": "code", "execution_count": 27, "id": "410a5b87-2126-4b88-812e-9446763d711c", "metadata": {}, "outputs": [ { "data": { "image/png": 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k6eAJDAYTAJ98eFuTDixn1qoPAEVR2L35CL98tomC3DKCw3yY+uBAOvaMtvrAiPKiSj579icObD1CRNsWPPLBbVb/DFxNZDhwfYfDL++sYNWXfzY8btkpnBvGxtNjZCfcL+MM8FzLvt/Ooq82AxAc7kNM25CGESmBod7Chi9KtqHXGzlwKIfUY3lMvcV6neP1jAYTaxcnsuz77dRW62kbH8H0hwcRGuVv1ToWi4VVX/7Jog/XYO9ox92v3kyv0V2sWuNqIcOB6zcc9v2VzHv3f0lAuC83jI2n95guQs6UjiXnsnd7KjHtWtAyLhhXOSpEaqKKshoWf72FjSv20alnNE++OUlInaN7Mpj31A8U55Yy4OYe3PriBBysfMV5pZPhwPUZDrpqPau/3kSHvm2I7hAmbwKSrionMgqxs9cSECJudFFVWTVfvvgriesP8vAHt9FzVGdhta5EMhy4PsNBkqQLUxSFA1tSaN+3zXV3AiXDARkOkiRJ52pKOMiJ9yRJkqRGZDhIkiRJjVxx4ZCUlESfPn0aHpeXl/Pwww8THx/PgAEDWLhwYTPunSRJ0vXhirltUFEUfvvtN95++200mtN3Tf773//G2dmZ7du3c+TIEe677z5iYmLo1KlT8+2sJEnSNe6KuXKYP38+3333HTNmzGjYVl1dzfr163nsscdwcHCgQ4cOjB49mqVLlzbfjkqSJF0HrphwmDhxIsuWLaN9+/YN244fP45WqyU09PRUv5GRkaSnpzfHLkqSJF03rphmJX//xrfO19TU4Oh49uyNjo6O6HQ6W+2WJEnSdemKuXI4HycnJ/R6/VnbdDodzs5yhSdJkiSRruhwCA8Px2g0kpub27AtIyODli1bNuNeSZIkXfuu6HBwdXVl8ODBvPfee9TW1pKUlMTKlSsZM2ZMc++aJEnSNe2KDgeA1157DZPJRP/+/Xnsscd45pln6NixY3PvliRJ0jVNzq10hSjILkZrr8E7wLO5d0WSpGuMnFvpKmU0mJjz2DfMmvgBuhr9hb/BCqqrbVNHkq4V25YnUpBd3Ny7YTMyHK4AP/93OceTcxhxR38cL2GR+qY6eOgEDz/xPbv3ZAqvBaA3mjBbLBd+oiRdgupqPcmHcy/8RCsJivDj3xPeY/e6JJvVbE4yHJrZ7vUHWPf9Vtr3ac2oewYIr3fw0Anefnc1Go0af9+mrw18sXKKynly3jJ+2bhPeC2p+WXmlZBfYpumXRcXB9b8kcTb76wiK0v8GX1k+1Dcfdz46JFv+OGNJZhOrbN9rZLh0IyKckv58oVf8PRz54H/TkOtFvvjqA8GBwctL78wjrAwH6H1th3M4LGPl3A8vxRnRzuhtc5ULm+SbDYBXm78++vfee6LVWzcm4pO8AF06i092JeUxTMv/Mrc+RuE9jmqVCp6j40H4I/vtvDatI+v6WYm2SHdTExGM2/e9gnH9h3nuW9mENczRmg9WwaDyWzh/9bsZMnWg/i4u/D8tEG0jQi0ag2zxYLmjDDVm0xsOJbOkuTDlNXq+GXqzWf9++XSmUw4aq+YCQUumqIobM48DoCPszO+zs74ODthd8bkltZ2LKeImfOWYTJbcHKwo3+HKIZ2bU1smL+QFdg+/2oT6zcmA6DVqhkxtD0TxsXj5uZ4ge+8dAXZxTw15I2Gx85ujtz31hS6Du1g9VrW1JQO6avvt/0a8ducNaTuzWT8w8OEBYOiKKhUKpsEw/H8UsIDvCgsr+LtnzaSfDyfzjEh/GvyQDxdnaxaK+lkHjuysnmgRzeyy8pZmnyY1UdSqdTrcbG3Y2SrVuhNJpztL38R+f0FeXyZtIf7O8bT3i8AgBJdLWmlJRwrK+FEZQVPd7vhkg96iqJQpteRV11FfnUVeTXVdX9XV6EAr9wwwCphpFKpaOvvx/N/rOdwQWHDdk9HR3ycnQj19OCZfn3wcLTegbRliC93jejGF6t2Uqs38vuuI/y+6wg9YsN4dsognBysexU56aZubN56FIPBhMlkYdOWFNQaNVNu7o5Wa90Q9A/1IaZzBKl7MwFo17s1nv4eDZ+1a4kMBxsy6AzYO9pzYOsRVn6+kdbdohj/0FAhtZIOZmOn1WA2W4QHw4H0k3zzxy6mD+nC7F/+pLJGx/TBXZg6uLNVz94BVhxO4b0t22kfGMDMlWvYdSIHgFa+PjzUsxtDWkbjZHf5B58Dhfl8npRIwskc1CoVEZmefLZ/N8fKSinV1Z713Hs6dMHb8eID0GSxsCDlIP93cC+VBkOjf5/cph05VRWEu3uitcL/n6+LC3PH3si7m7ex5mgqAGU6HWU6HaNjW+PuYP1BEON7t2dPag6JR08A4OJoz53Du1k9GAC8vVy4cWQHlizbA4CDvZYhA+OsHgz1bhgbT1FuKSqVigNbjzD56dHXXDCAbFayqU+f/oGJj4/kP5M/wmJWeGP5U0Lua7BYFF6YtQhHRzuOpRUIDYbKGh0PfbSYksoaFEXBzcmBf00ZSHyr0At/8yUwmS3M2f43iw8lN2yz12gYHB3F+LaxxPn7WeUDeqAwny+T9vD3yRON/s3d3oGWnt5Ee3nR0tOHaE8vojy9cLFr2hVKlcHALykH+fnwAaqMjUNCq1YT4e55Vs1ugcFNbhJSFIWFBw4xd8dOLGd87KO8vZjQNpbhMS2tcrVVr7Syhoc+WoydRk1pVS1ajZrHburLwE7Wn/6mpkbPIzN/YPSoTiz8bReeHk68/OJ4AgM9rF6rsrSaxPUHCIr0583b5xEeG8Ksnx9Fa3/lnms3pVlJhoONlOSV8cSA13DxcKKqrIanPr+XTv3jhNTaviOVD+euA8DOTsNrL99EVKSf1esoisIbP6xn26HMhm0vTBtM3w5RVq1TWlvLrHUb2Zt78qztk9rF8XjvXlYJBbPFwuLUwyxJPczJ6ipqjMaz/v2Otp14sFNXIWeIlQY9v6Yc5KfDBzCYzfyn90Ayy8tIK6trusqurMCiKGhUKjZNuQv7y+wv2HUih1nrNnJjm1Zo1WpWHj5CmU6Hk50dw2NaMqFtLNE+3lZ5b4lHs0k+XkD3NqG8+eMGCsqqGN0zjvtG98Teymf2iXsy6dI5nN2Jmbw/5w+hAVHfjLTs03Us+nANI+/qz7Tnxlm9jrXIcODKDYdVX27kl3dWAuDi4UT/ST0Zfkdfq185mExmZv7rZ/LzKxq2hbbw5vl/3Yivj3WHrq7eeZiPl2xteKxRq+jeJoz7R/ck0NvdKjVSi4p5/vd1FNXU4O3sdKpD1Rlfl7q/h8ZEE+JunVpnqjIYyDvVB5BfU0VRbQ23xnVo8lXCxajQ6/kl5SD9Q8Np7e3bsF1nMpFZXsbJ6koGhkVapVZOeQVHiooYFB2FwWxmU1oGS5IPcyAvH4D4kGA+GD0StRXCsFpnwMXRnopqHe8u2MSuI9nEtPDlxWlDCPAWM5x61+4M4QEBYDFb+O89n3FoRypPfXYvnQaIOeG7XDIcuHLD4YWx75B9pO7M197JnrtemUif8d2sXuePdQf56pvNADg72zN+TBdGDm+Pg5Xbeo/nl/L43CXojWYiAr0ZFt+KgZ1bWr3zOae8Amd7OzwcHa1yoJL+t2PFxSw9dBgFeKZfnws+/1JZLAoL/9rPd2t34+xoz9O39KdHbLjV64DtAqKssIIXx71b11S87Cm8Az2F1LkcMhy4MsMhKyWXF8e9C0BITCCPfnQHIdEBVq+j0xl5dOYPVNfoGTGsPRPGihnOZzCamPX174QFeDGsa2uig32uyQ45SZz9abnM/nkjpVW1PDyuN6N7iTnjtlVAHNh2hHfu+ZxWXSN5/psH0QjqDG8qGQ5cmeHwyzsrWPXln/Sb2J3b/30TDk5imiZ+W7Kb/IIKbpnYDV+Bdz9X1eqxt9Navc1Yur6UVNQwZ8kW7r+xJ8G+Yg7acDogPNydeP2Vm4R9Nha8v4oVn21g/MPDmPjYCCE1mkqGA1deOFgsFp4b9V/GzhhCn/FdhdYqLKxs0i+BJF3rdidmsGnLER5/eCh2dmJOaswmM2/carsbWy+FDAeuvHAoySujtlovpBlJkqQrS1FuKbMmfsCER4YxdLr1+2yaSoYDV144SJJ0famt0uHkav2+vssh13OQJElqZldaMDSVDAdJkiSpERkOkiRJUiMyHCRJkqRGZDhIkiRJjchwkCRJkhqR4SBJkiQ1IsNBkiRJakSGgyRJktSIDId/kHngOCaDqbl3Q5Kk61RzT14hw+E8aipreX3iO7x358c2qbd17UE2Lt+L2WSxST1JkpqmqqL2wk+ykqO7jpF5MMtm9c4lw+E81n+9kZryGvpO6iW8VnWljp8+2cCKH3dgNosPB7PFwoY9qVgs19SUWtJ1yta/x1v+OEDi1qM2qeXp78HsKe+Tn1lgk3rnkuFwDn2NntXz1xIYFUDPcd2F11v+4w4qy2uZ/MBA7B3EL1D+4/o9vLtgE2t3HxFeC2BPTi46o2yek8QwWSx8uXontXrjhZ9sBZGtAvn45aX8vfGw8Fp+ob7UVNby1i3vUVZQLrzeuWQ4nGPjD5upKK5k7KOjUGvE/vcU5Jax9rfdxLQLocfANkJrAew6ks3PG/fSNiKAIfGthNfblJ7BzJVreH/rNuG1pCtHRkkpiw4cwmg2C69lr9VgNJl59OPFpJ4oFF4vsnUQAPNeX86W3w8IraXWqAmKCqDgeCGzp7xPTUWN0HqN6tu02hXOqDeyat7v+IR408cGTUq/fPYnJqOZaQ8NFr7MZkFZFe/8+iceLo48N3UwWsHBtyk9g5fXbcTPxYW74rsIrVWv2FBDSmXzXIJLp0V6e/F3VjbTf13EutQ0LII7VofGtyKnqIInP13Ob5uThDY1OTjaER4TgGJR+PztVaxftkdYLYDgmGAAjh/K5t3b52DQ2eYKCWQ4nGXLgu2UnCxlzCMj0dqLbeI5kpTNrr+O0GtIHC3jgoXWMprMvPnjeqpq9Tw7dRC+Hi5C650ZDB+PvZEgd+uvTldp1JOnq1u7o9pk4Iv0v5m041tmHfodk8X6fTflphry9WVWf11b2VhwjG8yd7Gz+DjlRp3weg/06MbJikr+s+FP7v1tKbuyTwirFR3sQ2SgNyZzXRPTv79eQ0mluLPsmLYhDV9/+8Fa1ixIEFYrOCaw4euUHUeZO2M+ZpP4KzKQ4dDAbDKz/OPVePi5M2BqX6G1LBaFH+duwM5eyy339RdWx3Sqg/vL1Ts5kl3IrUPi6dwy5ALf1TQb09KxKIrNguGxfUtIqypi4Yn9TNrxLV9lJtDCyYMnY/qjseJVmNFiZkl+AvcdnI9ZsVBsqGRL6WE+z17H3OO/N/l1FUWh3FRDjq6Eo9W57KlIZ0vJYdYU7mVB3g6+PvEnhYYKq72P/n5RZFSX8Pj+ZQzf8jkTt3/DSwfX8GPWHvaUnqDWbN0z0hhfH4bFtATgaFExM1f9zhMrVpNSWGTVOgAqlYqhXU83k+5JzeHhjxZzMOOk1WsBxLRv0fC1h7cL5aXVFBdY72d1ppCY0yeOUZ0iGfPIKHTVeiG1ziW+B/QqsWNpAgXHC5k662bsneyF1DAaTNjZa9m+/hAZR/MYd9sN+AaIWVg9r6SCTfvTCPZxZ/n2Q8S3asGUgZ2F1KrSG3h38zaOFBbxy/4DNgmGw5UFvHTod2rNRoIc3Xklpi/DAlqjtlIwKIpCQvkxvjyxgVx9KQAvpf5CvuF0x2CIgzcWRWlSTZVKxbHqPL48sYEsXeMD5mDvdvjaWe//T6NSMytuKAB/5B8hR1dBjq6C9QWpjA9uR6y79ZexvbdbPBvT0jGeupJTq9XoTWIGJwzs1JKvVu/EfKpJaeakfrSNCLzAdzVNTFwwGq2a8JYBZBw5Sa/Bcfj4uwupFRwTSL8pvTHpTWxfshNHFwdcPJyF1DrXdR8OR3cdo2V8FMs+WomLpwtD7hggrNbS77bTvX9rFnz+Fx7eLoye2lNYrQ17Ulm67RBmswU/DxeemTwQtVpMv8aP+/ZTodfz474kAl1dbRIMALVmI7eGxXN/VA/s1db7Vc6sLeCL7A3sq8w8a7tGpWa0Xzxxri2Ic22Bn/3lHRDiPaLo5B7BmsK9/JC7mUrz6eaeDSUHSazIaKgV59qC1i6X1/x4bkDUK9RXkVtbQbSrz2W9/rmC3N2Y0DaOBQcOolWrSSkoxMlOzCHH09WJ7m3CcLDTsu1QJp+v3EHbiEBcHK1/ouft7869/xpFZOtAXrjrK36et5Fn35sipN8wuGUQd711KwXHC9m+ZCfL5qzmkU/vt3qd87num5UWvLWYTx78nJyjJxl5/1CcXJ2E1TqUmMlrj/5AaVElN9/bD0dnMVcoFovCusSjVNXqqTUYaRniS0pWvpA7Louqq1lw4GDD4zKdjp/3H7D6SJVzg6HepsJj5OmqrFJDURS2labwUeZq8vRluGocUXP6A2+n0nJHSH/6e8dddjDU06jUjPaP54t2Mxjn3w0NatSomODfnUAHz4arl/+mL7NavVlxQxke0BqAG3wi2FF8nFsTfuTV5HUN/TjWcnuXTkR5e/HB6JEYzWaeWLGGo0XWb1oCGNe7HQ+P783D424gp6iCD3/bLOwu4z7D2hES7svgcZ05tOc4e3ccE1LHzsEOB2cHQmNbED+iMzuW7iQvI19IrXOplOa+R9vKCgsv7Zf7ofYzG8YQ95vSm06D2gu5v8GgN3L/jR803AXt4e3CpHv6MeDGjlavtT8tl+e+WNXwOMTXg+emDqJliK/Va72zeSvLklMAcNRqmdyhHVM7dsDVwXrBVx8MmTWltHHzo41bAHHuAbRx86eFk4fQkV4WRaHWoqfapKfKrMPLzhUvO3Ed+id0xXx1YiN3hPQnwskfg8VEas1Jqk06unvGWK2OWbHwavI6Hojqhc5s5NP07WwpysBerWFqaGcejL7BarVOVlQS5O7GvtyTPLP6D+w0Gj4cM5JWvtb/fYS6kP9g0WbWJR5lxphejOvdTkgdgMryWp6ePh93Lxfe+voetFqNsFppezP494jXGDCtL/d/cNclfa+f36VfyV/X4VBdXsN9rR5peBzeNpR/L30WZ3frt+kdScrm9cd+bHg88e6+jLvtBiEHtncXbGLDnlQAhnVtxYwxN+DkYGf1OlllZdz2628AjIltw53xnfF1sf7/XWpVEVqVijBnLzSq6+Ni12gxYWfFprLzMSsWLIqCnbrugLavLJdP0rbRzj2Qx2PEDMqwVUDoDCZmzltGdkEp7zwwhthw6/ep1FuzMIGfPtnIrY8OYfjErsLqALw1+T2St6Xw4c7Z+IR4X/T3NSUcro9P2j/IOZrb8LV/uB/P/vKkkGAASD2U0/D1lBkDGX97byHBUKM3sPVABs4Odjw3dRAzJ/UXEgwAnyck0i8ygu8nT+Lpfr2FBANAjKsvkS4+100wAMKDAeqamOqDAaCTZzCfd5nEg9Hi7vHpFBzEO6OGC29icrTX8uL0wdjbaXnzpw2UV4sbvjt0fDwBIV4s+War8LmXxj8xGrPRzMpP1gitA9d5OOQeqxvq5u7rzvMLnsLTX8zIIYDUg3XhcMcTw7hxSg9hdbYkpRMV5M28xyfSv2O0sDo1BgPTO3XgtWGDCfMU9/8m2ZZKpbJq5/751AeERq2iSm8QVqeFnyczJ/WjqLyad379U9jNcVo7DVNmDKS6UsfSb8XOBhDbqzVterZi44+bKRc8pcb1HQ6pJ3FydeS5X2YSEOEvrI6iKKQdzuW+Z0cxZLzYu4W93V1454ExBHhbf7TQmZzt7Yn19xNaQ7p2dQoOYsG0yXQJEXsDaN/2UYzr3Y68kgpKq8TdGBffJ4bYTmGsX7qHk9klwuoAjHtiNEadkdWfrRVa57oOh4KsIp767jEi2ocLrVOUV870hwfTb2QHoXUAurUORSN4agxJsgYnOzHNnee6Z2R3PnpkAj7u4gYSqFQqpj08CIvFwvqlicLqAHQY0JbIjuGs+3ojVaXWGal3Ptd1h3RG0nEiO4gNBqi7chA9d5IkSc3v8N7jtGofikYr9gRt1+pElry/gofm3keLNhee9UCOVuLSh7JKkiRdbeoP2xd70nlNj1b66quvaNeuHZ07d274s3v37ubeLUmSJJtTqVTCWyOumukzkpOTmTlzJvfcc09z74okSdI176q5cjh8+DCxsbHNvRuSJEnXhasiHGpra8nIyOC7776jd+/ejBw5kkWLFjX3bkmSJF2zropmpaKiIuLj45k6dSpz5swhKSmJGTNm4OfnR//+4tZDkCRJul5dtaOVXnvtNYxGI6+++upZ2+VoJUmSpLNds6OVDh06xOeff37WNr1ej729mCmvJUmSrndXRTg4Ozszd+5cfv/9dywWCzt27GDVqlVMmDChuXdNkiTpmnTVNCtt3LiRDz74gOzsbAICApg5cyYjRoxo9LzLbVbas+kwJ1LzGDy5Jy7u4hb+ATCZzKjVKtTqqyKjJUlqBhUlVbh7u17Wa1yzzUoAgwYNYsWKFezbt48//vjjvMFgDVtX7GHJZxvR2olbtKPelm1Hue+hb0hLL7jwkyVJumIkHci2Wa2ln2+kqlzcpIH/5KoJB1uwmC0c3pVOy46hODiJ78/YvSeT2loDwUGewmtV6PU8uGQ5O7Js90stSbaiM5oorKq2Wb3fluwmK7vYJrWKT5ax8GOxM7CejwyHM2QdPUl1RS1tu4tbB6GewWAi6UA27eJa4GSDIFqTcpQD+QXoTSbhtSyKwhuH15NYKoPoelZurMVksdiklr1Ww6x1G2zy+w1gMln49PONmM3i359eZ2TTb7tIP3hCeK0zyXA4Q3JCOgCxNgiHg8k56PUmusZHCK+lKApLk1PwcXamT7j4WWg3FqSy4mQyCSUyHK5nerOJVw+vtUlAqFUq8qqq+O/mrdikG1UFaemFLF+5V3gpo86Ioih88+YyLDYIo3oyHM6QnJCGg5M90e1aCK+1OzEDgC6dxR+sE3NyyS4vZ2xsa7SC13owWczMT9+Bu9aR28LjhdY6oU8C4GjtX5SbTgqtVc+klNqkjigWxWyzWn4OruwuPWGzgPBxduaPo8dYkHRQeK36Oe8WLt5F9gmxi/vodUYAMpNz2LgoQWitM8lwOMVkNHFkTyatu0SgtRN747jFopC49ziREb74+ohdsQ1gyaHDaFQqxsS2EVaj1lz3C7ws9xAnasu5K6IbrloHYfUqTPmsq/iQpJqVbKqcz7aqb4TVgrqrrwLDlxQZfxFaR7RCUzo7Kr9HZ6kQXkulUhHr5s/a/KM2CYj6Ncw/+TuBXdlim2BU1KWDyWRh3mdim5eMemPD14vmrqWiRNwCP2eS4XBK+sEc9LUGYrtFCa+VkVlIaWk18V0ihNbRm+o66bZmHqd3RBj+ruJWwvomcxe7S7L5KjOBQEc3JrZoL6wWwK7qXzEqtfxd9SNemhYMdH9IWC2LoiNb/2/yjfMpM62i1LTaqq9vtBRgtOSj2OCsPsAuhjJzLj8XP8He6qUYFZ3QerHuAQA2CQgf57pwsCgKs9b/SU65wAA8Y7bsrOxiVqzeJ6yUXmdEo60bPdl3bDz7tx4VVutMMhxOSU44BkDbHuL6G+rbQnfvyQSga5dIYbUMZjMvrd3AkuTDmBWFCW3jhNUCOFiex+P7l1FiqOHuiO7YqcQNBS4yZpCm39Hw2KQYSNPtENLWbLQUka6bQbn597rHSh4GS5ZVa6hVjpzQ/4eDNTeQUjOatNp7yNK9wEnDRxQZf8GsWHdKmO6uUzAqOnZV/8qvxTM5XLtBWHNTnFtAw9eiA8L3VDjUe2vTZmqNxn949uVRq1S0P9X8/PjDQxnQV9xVeY9h7Zn+zI0AxPWIpu9YsevQ17vuw6EkvxxFUUhOSMfF3YmwVkHCau3anUHSwWx2J2bg7eVCZISvsFrF1TXsyMrmuz37cLW3p1Kv53hpmZBaFkUhpbIAs1L3oX8zZQM/ZYvrqNtZ9XPD11qVAzGOfWjl2M/qi5/Umo+QpruDWsvZbdgV5i2YlDKr1dGo3IlwnIO39iaMSh41lv2Um9dSZPweRTGgUVm36dFHG06MYx8AaixlbKn8koUlz5Cpt/7iWW3c/Ru+VgFOGjv2l+davQ7UXTmEenhgr9EQ6+/H3HGjha1TffutvXn0wSEA7N6biaen8wW+o+mmzBxJh96tgLp+UVu5KmZlFWnPpsNkHDrBsaQsOvVrg77WgFqjFnKfg05n5MO5azGZLLSOCWTJ8j0MHdQWNzdHq9cqrjl900yVwcAPe/czb9wYq9cByK4po9psaHj8cHRvpoeJObs5YUgix3gAFRpinQbRxfkmnDWeVq+jtxynyPgD7poB2KkCsFMHYKcKrPta5YtKZd2PjkqlJcThWRzVkeQa3gPqzuSNSqFV69Tr6nIzabodWKgb+hlkF0eQnfXXS/G2dybQwQ1/R1eSyk/SwSOYeC8xAz6ifbx578YRfLUrkT9Sj5FTXkGIh7uYWlF1oRcTHcCevcexWCzCZjpQqVT4t/DGN9iLw6dGVNrCdX/lYO9gx5blezAZzRz8+xiv3jFf2OLgCgomU93Z9ZHUPEpKqoUEA0DRGeHg6ejIm8OH4iiooz25Mr/h64ejewsbpaQoFhKqfiHKoRe3eL9LH7e7hQQDgIM6nFDH1wh2eAY/+9vx1A7HRdMRe3Wg1YPhTD52txDh8BFqXPHUjMTXboqQOm4aP9o6DUOFCgeVK8d0Wyk2HRdS66HoG/io03h87J35PH0HerOYexHaBvgT7O7GhLZ1Ibc0+bCQOmeKj4+goqKW1GP5F37yZYrrHkXW0ZOyQ9pW7J1OX3bqqvXc9twYYaOVzmwS9/Nz49apvYTUgdNXDhq1iteHDSbQ7fLmZvlfUirqpv8QGQwAlZZC+rrdwxCPx/DQBgqr09zctD2JdvoGV20v7NUhwup0dhlHuEM3Rnu+hEZlR4HxmJA6wwJb46Sx457IHuTrq1iUkySkTr22Af609PFm9ZGjwm+K63pqUEl9P6JIcafuv0rZnSG8FshwwMHxdDj0HNGBuG4Cb4A7IxwevG8gjo5i2kMBiqrrwmFm7xvoFCyuHwXqrhxEBwOAuyYAPzvxNyheCRzVEXhpRwmu4c4AtwfwsQvnFp936eQyVmi9sUFxhDp58m3mLiqNemF1VCoV49vGUq7T82e62ANpaAtv/P3c2Z2YKbQOQNypkZSHbNTvcN2Hg/2pA7SjiwPTnhL7YVROpcPQwW1p11bsjXbFNTWMi2vD+LZi1902WSwMD2glPBgkMezVdR2pTmoP4bW0ag0PRveiwqRnU6GYq5R6w2Ja4mxnx5JDYpuWVCoVXeMjyMkt5WRemdBann7uBEf52axTWoaDQ104THxoCJ5+Yjqv6ikK+PmKbU6qF+zuzhO9xdfRqFRMatFReB3p2jDQryVfxt/CmOC2Qus429kxolUMh/ILSCsWewdzfdNSoo2alvKziikWHEQgwwF7RzvCWgUxZHJPm9Sbcd9Am0y0d2vnjthpxE87bu3ho9K1TaVS0c7DNv1Fkzu2Y+7YG4ny9hJap03rIJyd7W3a75Bsg1FL1/1QVgcne+54YWzDHYgidYuPFDY66VxauYCQdJ0LcXcnxF1sawCAVqth0k3dcHcV/9mO7RqFSqXi2P7jwm+Gu2pWgrtYl7oSnKIo8uxXkqSrxsnMQgLCfC7pvoqmrAR33V85yGCQJOlqEhThZ5M6su1BkiRJakSGgyRJktSIDAdJkiSpERkOkiRJUiMyHCRJkqRGZDhIkiRJjchwkCRJkhqR4XCGX+eu4//eXGGTWkUlVVRW64QsbSlJkni2/OyezCq2Wa16MhzOcODvNFIPZNuk1vzv/+LB53+ySS0ZQJJkfZt3pmI2i1kP+1wbF+8mK1X8gkJnkuFwhuL8Crz9xc/FApBfVEmAr5tN7tD+IPFvpqxYSK1JzGLrknSl2F+QZ7NaiUlZ7Nxrm4V3so/ls2FRgk1q1bvkcKisrKSqyjbL1NmSXmekuqLWJuFgsSgUFlcSIHiK8HpHSoqo0Otx0opbXKje8oJdvJm2hEpTrfBa0tXhhM52TSILjhziaIlt6p04WcqytfuFX5krikJ2aj7bfj9AdYXtPlcXDIeqqiq+/vprbrvtNjp06ED37t3p1q0bnTt35s477+SHH364JsKipKACAO8A8QfssooaDEYz/r7iaymKQlpZCdFe3sJrAewsO8a+ygxcNGJnqLQoBqGvL1nPgpPbOakvtUmtk9VVfHkgUXgds8VCTl4ZqRkFpKSJvVopK6qisqwGg87I5hV7hdY60z+Gg8ViYf78+fTv35/FixfTqVMnXn/9db744gvmz5/Pyy+/TKtWrVi4cCEDBw7k008/xSR4vVaRSuvDwQZXDvlFdbUCfC99psRLVVBTTaXBQEtP8eFgViwcqc6ljUsIasHNZbmG2VSY/qLctBFFuXp/75qLRdHZrFapqZqvT/xpk1r51VX8lX2cIyVFQusUFFViNJkBWLFO7JrYWamnw2f9ol1YbNTP8Y+zst5yyy3ExcWxYMECoqPPv27v+PHjAUhJSeHbb7/llltuYfHixUJ2VLTi/HIAvP3FL5eYf2pa8QAbXDmkldWdsUULDodqs448fRm1FgNxrmKXQAWoMe+n1LQMUBFi/yLOmnY4qluKK6jUgspJ3OvbWKHxB7y147BTi5/hs8qkY09NBgcqs2jvFiasjsFspqi2bu30L5P28M6AYcJqZeeevhLauTeDvIJyAgUdO87siC7MLWP/9lQ6920tpNaZ/vHK4e233+bVV1/9x2A4U5s2bXjrrbeYPXu2VXfOlmx55VBQf+UgsM/BcqodNK2sbolE0VcOr6ctZlVh3SVvrGsLyozVwmopioJRqf/AKBQZf8ZOJXB1McWIm+Vf2FvWiqsBqBTbNL0AqIDj+qdscgVRZa6r8UX2esyKuLPegprTv3ObTxwnpVjc1cOJk6d/VooCK9YfEFYrOzUfF/e6E5NWHcPY/ru4Wmf6x3Bo2fLSz8JiYmIua2eaU3G+7foc8gvravn5uAqrUVhTzZt/b+ZQcSFqlYpwDw+KT51ViaAzG/ijaB8As9OXsqH4oLBaFiqxUNcxp8GLCMcP0KjE/V86KEuxZzvOynxUSqGwOhqO4WZ+Ao1yTFiNenaqQGotyZzQv4Ii8IANUG3WA5BWm8+GYnEHtrzqs/s+v0wS1/dQUFTJ4N5tABg/vBNhwV6YLWL+H3sMbcujb90MQO+RHbj/5fFC6pzrohb7MRqN/Pbbb6SmpmIwNO4IfO2116y+Y7ZiNJiws9dSUlCBk4sDTi4OwmqlHS9EpzeSX1yJt6czdloNer0RBwfrjyLycXJmZdpRzIqCRqViwpJfeKPvYHycnK1eC8BVe7oD2lljz1j/eCF1AAynrhpU2BHu+A726mBhtVBqcFa+QK8aQo3qIRSVuGYYk6ob8B0elinoVaOpUT2OohKz/rGdOgCAcvN6HIyRBNg/IKSOoihUmU5fnXyb8xd9vNrgrLH+5yy/uopoTy/Sy0rp7B9EGx9fimtrhPzO3zaxB0aTmQ3bUjCZzQwf0NbqNerF929DQU7dlUpJQQV29rZZo+2iqjz33HOsXbuW2NhYHBzO/qFe7SuppR08waZle8nLKsbDx5W9W47gHeBBeCvrN1M4Odrxrzd+Q6NR4+hgxxMvL+CxewYRHW79A45WrcbP2YW86irMikKkhxfxgeIOoq5njE66p8Vg7NTifoGNlroOuhD7F3HRdBJWB0BLMpXq9zGp2gmtU69G/Sgelrrx7AqewurYqQIavi4wfoGDOhxP7Qir19FbjFiw4K51Qmc2MjmoF0erT9LJPcLqtWK8ffi/EeOZvvI3qk1G7u0g7gTFxdkBRVFwsNdSUHRpSxM3heepwSv1oypt4aI+wZs2beL9999n6NChovfH5kJbBrD999OjDT6dtZiPVj4ppFaArztajQajyUyVSU9ECx8hwdBQ71Q4ANzXUdwHBWgYutrBLZyeHmKbF41KPn52d+BlN1poHQCTqqvwGmcyq1pRqf4QI11B4ImXncq/4WsVDhQZf8JJHYeD2rodxgbFxKzoSRyuzmFB3g7i3aMIcfSxao16rbzqXjfay4u/c09gtljQXMI6y5dKpVLh7+vW0Ewskr2DFjcvZ5uGw0X9z7m5uREZGSl6X5qFi7vTWf0MfUd3Eta0pNGoCQ70bHg8dmhHIXXqBbrUtcPHBwTRJSBIaC1XrSMq4L4Wg4VfTTqqYwiwe1hojeZkVPUCldgbFtUqR7QqX5zU7XDRdCHa8RurBwOAu9aZ7p4xxJ4awXao6oTVa5wr2tMbvdnMiUrxB9IAX3fyiyptMkWNj7/HlRcO999/P7NnzyY3N1f0/jSLsJjTTUhDbu4utFaLIE8AQgI96dJe3LA+gIBT4SD6qgHARePAMN9ORDkHXPjJl12rIyqVnPnlcoU6vE6045dEOn4s/P8z1iUEgGQbhEP9yLxjp0bqiRTg54ZOb6SiSvyoLy9/d0ryy202V9pFNSu1bduWjz76iMGDB6NWqxudGR48KG5kii2ExQSwb+tR2veMJihMzCVvvdCgug7G0UM6oFaLPcMOdHGlW2Awnf3FXjUA+Nt7MMSng/A6kvW4amzXZOamdSLU0YfDNrpygLp7fAaHi61VP8tBQVEFHm5i74Px9ndDX2ukpkqPi5vYGQjgIsPhhRdeICIigrFjx+LsLGa0S3MKbVl3tjtU8FUDQItgL9xdHRnQq5XwWgHOrkI75c7Ux6sNGnk2L/0PT0WMwcde/KwALdzcsVdrGu7xEan+Rtb8okpiIsVeNXsH1N1kV1pQceWEQ3Z2NsuXLyciIkLw7jSPsJgA/Ft40eEG8fdphAZ5MWJAWxxsMByta2AwjlrbDHuTwSBdSIyL+CtYqBup92KvfoS4ig+i+ilwbNEpXX+DbnF+OS2i/S/w7Mt3UZ/otm3bcvz4cdH70mwCWngzavoNwpt5AAL9PRgxUNyY6DPZKhgk6UozIrIl7f3E93/5+7rTv2crQoPFz13mc2rgjK06pVXKRfRuLFy4kA8//JBbbrmFsLAwtOccdMaMGSNsBy9VYWHTxhxbzBbUGnn2K0nSlUlXYyAvu5iAEG+cXC9tRKWf36VfRV1UOLRp0+afX0Cl4vDhw5dc+FIlJycza9Ysjh07Rnh4OP/5z3/o1KlTo+c1NRwkSZKuVcLCobnp9XqGDh3KjBkzuPnmm1m2bBnvvfce69evx8XF5aznynCQJEk6W1PC4apoR/n7779Rq9VMmzYNOzs7Jk2ahK+vL3/99Vdz75okSdI16aJ6LNPS0njjjTfYu3cvRmPjdYhF3+eQkZHRaOrwyMhI0tPThdaVJEm6Xl1UOMyaNYvy8nJmzpyJm5v44WHnqqmpwcnp7BtMHB0d0elst5qVJEnS9eSiwiEpKYmFCxf+z45pkZycnBoFgU6nuyZvyJMkSboSXFSfg5+fn83m8zifqKgoMjIyztqWkZHRpAWJJEmSpAu7qHCYMWMGb775JhkZGVgErXb0v/Tq1QuDwcD333+P0Whk0aJFFBUV0adPH5vviyRJ0vXgooayjhw5kuzsbMxmMyqVCvU5c6TbYuK9lJQUXnnlFY4cOUJ4eDivvPKK1e5zWLtgJzvXHeL5T+9Aq9VYYW//WXllLWXlNYS3EDvBnyRJtmGxKDaZXQEgJ72QkKhLXwOmKUNZL6rP4f7777/kF7a2Nm3a8Msvvwh57bLCSlKTsikvrsLn1ORWonz05QbSsor49oM7hdapZ1EU1Ff5an2SdCVbt+Uww/vHCa9jMVv47t3VPD/vDuG14CLDYcKECaL3o1nVT2hVkl8hPBz8fd3Zl3yCmloDzk72QmvdvnoJ/k7OvDtwuNA6knSlSS4qJMzdA1d7sZ8xvcHEz0sT6NMtGhdncevPA+zfnsrhxEyqK3U2mZX1H/scbrvttktqLtq7dy+33nqrVXbK1uqnwrXFhFb+9bM4FomvZadWc7S0WHidGrOel1MX8MvJbcJrSVevarOOAkO5TWp9kZRIQU2V8Dp//X2UiiodJ06WCq+1bkHd2uLZx/KF14L/EQ6PP/44Tz/9NLfeeis//vgjJ040XqTj2LFj/Pjjj0ycOJF//etfPPbYY0J3VpTTVw7if3ED/eoXBxE/zUdLT2/ya6qpNOiF1nFS23Os5iS7y9OE1jmXRZH3uVxNfjm5nQK9+M/YwaICtudmk1ddLbSOxaKwYl3d+vPZuWLDITeziIMJdTf9ZqXmCa1V7x+blbp27cry5cv57bff+Pbbb3n99ddxdHTE09MTs9lMWVkZRqORyMhIbr31ViZNmoS94Es4UbxtOBWuvw3nf2/pdXpFrE7+gRd4dtOpVCriXENJKD+GwWLCXi1uqnCLoqfMtAa1yokq825aOLworNb1wqxUo1G5XPiJlyFXV8Lygl3EnVpLWqQvkxIByKsWe+Ww52AWOXllAGQLvnJYvzCh4evsVNtcOfzPT7G9vT1Tp05l6tSpZGRksH//foqLi1GpVPj5+dGhQwfCwwWvw2cDbp7O2NlrKMm3wYLkfqdXjhKtfrnEY6UlQsMBIM61BdvLjnCsJo8QR288tNa/QbHGfJBqyz7yDB8C4KS2zboYKqUKReVqk1q2VmpchZ3aF1dND6F1/i/nT0yKhSqT2Ku9A4X57Mita+XIF9ystHzt/oavRTYr1Vbp2br6dK2sKyEczhQZGUlkZKTIfWk2KpWqbvFuG1w5uDo74Oxkb5M+h2jPuvWq65dLNFksaNXWn2uxwFBOG5dgAFYVJnJSX8b7baw/osJBHc4J/SsNj42K+A+Jo+Un7JSdVKo/BFuN+lKMqKhEUYldQKbavJ8cw+vEOP0stM7+ikx2lB09VVNsOHxx6qoBxF45pGcVcfBIbsNjkc1Kf687SPueLdm1MRl3LxdyMwsxmyxotGLnTb0qZmW1BW8bhYNKpSLA1014n0NxbQ0OGi1+zi4cKSniw907OFRUIKRWYnk6/079FYBNJckYLCYhdTQqN8IdP0BD3QACk1KMRWk8EaTV6ilpOClfYs9W7NgurE4DxYK9ZS3ulnsBO6GlDJaTHNc9jYIRO5W4q0qzYuHzE+sbHlcJDIekwnx2nsxpeJwvMByqq/W8/sw4ADrEhuDl4UytTszvYv+xnbnjmVEA9BrRnuc+uYPaarH9iCDDoYG3vwdlRZWYTGb0tQYhNfR6I0aTGX9fdwqKKjieU8Lfe8TMLKs3mxj52w9U6HUcKi7k55SDBLqIaRoZ5tuRQAfPhseuGnHD7BzUoYQ5zgY0gIJJKRRWy6yKpkL9GQb64Gz5GBSzsFoaJQUPyx24Kc9jUA1GUYmb4NKsVHNcNxMzpWjwQK0S9/NaW7SfzNrTP6Nqs7iDWm5VJU927QVAay8fimtrhdVqHxuC+6nhpG1bBfPms+PRClpJUq1RU3xqsIy3vzvRbUNw9XC6wHdZoa7wClc4g87I7z/vQKNVoyjw80drWfmduCGZT7z8K2nHCzEYzTz92iJMJjHTkQS7ujM0PAq9ue6AplGp8HESM1GhRqXmvhaDGx67aMSO93bVdCXE/jlAfNOSWRVDpeYjqtX/QkPGhb+hqXVoBagwE4BONVlYHUUxk61/CZ1yDAA7tbh1lhVFwWAxMdqvCwC+dm5C+xxGRLZsOAGaHteBN/oOvsB3XJ68U4NK/H3d0GjU2NmJm12hvlWjfmSlLVxUOKSkpIjej2Zj72jHkX1ZbFm5D6gbSxwU4SukloODHb27tqSopO5y12y20CLYS0gtgDvbdUZzqp3cz9lFSH9DvY7uEfT0iAHAVSv+Bh1vuwn4aKfapN8BwKTqglklcKJHlZpy9ddUqV8HlbhwLTWtwqicbl60U4kLB5VKxbiAbg2P32l9Gzd4tRZWD+oGX0DdSL1W3mKnqKlvGq4fni5SQzgEXGHhMH78eCZMmMD3339PSUmJ6H2yuaE3dz/rcVhLcR+YEQPboj3VkaRWqQgWeEd2sKsbo6PrPowBzmKHKgLc3WIQWpVaaLPSmYLsn8BBFWGTWjah0mBSdRFawttuLKEO/8FBFYmLurvQ/oZ6yVU5BNh74u/gQS/PVkJrpZWVoFWrCXf3FFoHTg9H9/e1YThcaVcOa9euZfDgwfzwww/069ePhx9+mPXr12Myiel4tLXY+AhaRPsDoLXTEBgu7ozD29OFvt3rzrAD/NywtxN3TwDAXe06oVWrhfU3nCnE0Zsx/l1xsVE4qFQanDTNs8bI1cxR3ZIYpwVEOn6Ml/ZGobVqzHoyawuIcw0RWqdeWlkpEe6eQq+S6+UXVWBvr8XTXXz7f2lBBSq1Ck8f2y22dlH/g2FhYTzyyCP88ccffP/99wQEBPDaa6/Rt29f3njjjau+2UmlUjFkUt3lb0iUn/CZWccO7QBAiyCxQxUBglzdGBPdigAbhAPAlMDehDiKf1/S5VGpVKhUGpw17YTWOVp9EguKTW5+05lMZFWW09LTNr9/BUWVBPi4obLBEOfi/Ao8fVyFD1890yVX6ty5M8OGDWPw4MHU1tayfPlybr75ZqZNm9ZoQZ6rSe+RHXB2cyRUYJNSvfAWPnSMa0GowP6GM93ZrjOhbra5HHXVOtLXK9YmtaQrX0e3cD5rez+9vcRf4WWWl2FRlIaZAURSFIX8ooqGGQ9EKy2oaJgDzlYuOhxSUlKYPXs2/fr149577yU/P593332Xbdu2sXnzZjw9Pa/auZUAHJzs6TemE2Ex4sMBYOzQjrQIsk04BLq4MjzSdqvmySnCpXoqlYoWjj5C7pg/Vws3d94dMIwBYRHCa1VV66nVGRtmPBDJYlEoKaiwaX8DXOQd0qNHjyYtLY1WrVpx9913M3bsWLy9T6ezl5cX48aN46WXXhK2o7YweGI3m0yhAdCpbQvKK8WNwz6Xg0Zs34YkNTdXe3v6trDNdD6KojBhRCdiY4KE16oqq8FkNNt0pBJc5Epwb775JhMmTCA29p+bC8rKyjCZTPj6ihkGerGashLcmWy5qpMkSdKFWCwKZYWVqDUqPJvYjNWUleAuKhyuJpcbDpIkSdeapoTDdX+HtCRJktSYDAdJkiSpERkOkiRJUiMyHCRJkqRGZDhIkiRJjchwkCRJkhqR4SBJkiQ1ct2Hw/Iv/uSbN5bapJZeb6SsrMYmtSRJsi1b3TJWcMI2yyZc9+GQcTiHzUsThS0NWq+21sC9D37Nj7/sEFqnntkiZoU5SZIayzxexImcUuF1FEXh69eWCq8DMhyI6x6NyWgmdd9xoXWcnOwJD/Nhz97jWAQfuHdln2DyTwtIKRC3vrIkXekURSE5v+DCT7xMJpOZeZ9txCxoyd8zbV+9j0M7j2EyilvPvJ4Mh+7RACTvShdeq2uXSCqrdBxNFbu0pb+rK3lVVSxJPiy0DsCGglQe3LMIg+XaWPhJEi+rpswmdRYeOERi7knhdZYu30Pm8SIQPCVbdUUtv7y/BgCj3ii2GDIcCI70w8PXjeSENOG1unaJAGB3oth1L8K9POkSHMT6Y2lU6PVCa5UaathblsuSnINC60jXhsTSE3yTuUt4nd0ncvhkx058ncWu0pZ5vIjfliYCIHqm+sWfrqe8uG79eb1OhoNwKpWKuG5RZCTnUF0hdgrtkBAvAgLc2b0nU2gdgAlt49CbzPx+JFVonXHB7Wjh5MH/ZSZQZRIbRCcMB9hXvRyAo7WbhdYC0FvENjVeSSyKCZMitt8tsfQET+5fTqSL2MV4cioqmLVuI2ZFwcdZ3DoSJpOZTz/fiNlc15ykEnjpkJmSy/pf/254LK8cbCSuRzSKReGI4IO2SqWia5dIck+WkZsrtvOqb0Q4Ps7OLDl0WOgoCju1hgeielFu1PFj1h4ASgzWH5GlKAr7qpeSUP0z2yu/ZXPl55SbxDUZKIqZfMN88g1f2mwUSnNQFIV03U7WV8xBjbjlceuDQW8xEefuL6xOjdHI87+va7hi9nURFw7LVuwlI7Po9AZB2WCxWPj2jWUoltO/h/paGQ42EdftVL+DLZuW9mYKraPVqBkb25rs8nISc3KpMRrRm8T0Cwz2j6GNmz8/Z+1lTV4KX2bstHoNlUrFMI+n8Ne25GDt71gws6t6gdXr1Ms1vEuleRsFxvlk61/EouiE1TqXRdGht2RSaf4bk1ImrE6uIZmlpf9mfcWHtHLsh1olJhzODAaANm5iwsGiKLy+cRPpJadPvERdOWRlFbNpcwqOjnYN20StJX0ys4gew9rjH+qNvaMdWjsNBnnlYBt+IV74t/DmsA06pVu3CsTF2YHExEyg7tJUlDGxbdCoVPx2MJmX120kr7JKSJ0ifRWjg+LQWUz8J3ktyRXW73BXFAtJNasoMWU3bEvX/02BUUygW6jBQt0VULl5Lem6+zFaii7wXZdOZzlGjv5tMnUzSa2dRnL1YA7V9OFo7WQMlmy0Kk+r1yw2HmdN2WxWlr1GoSmNALvWhNvHW70ONA6GcGcvXLQOQmr9mZZOue5006adWo27g5haLVp48cE7U1GrVURF+hEZ4SesUSkkyp+Bk7pTfLKcjn1a86/5d6PVirvKqyfD4ZTYblFkp+ZRUVJF1hFxzRVarYbOncJIOZpH4p5MFi9LFFLnZEUlf6QeI8DNlS2Zx9mRlU1xjZgb8JIrC/gg9XQfwLGqIquPXlKp1HRxmUBPt1txUns2bE+o+snqzT56Sxa15sNwRjNLrSWZNN0d1JpTrFrLQRWNWSmn0rwFneUoZspR40ak4xx87G62ai2zYmRzxZf8Vvo82YZ9Ddt7uEwVctZrVixk15TR1atFw7ZYQVcNAINbRnN7l04AdGsRgp+ri7CzebVaTcqRk9TUGOjdK4aXXxyLp5e4JqwjezMxm8zEdY+iTXwkYa3FL08qwwFIP3SClh3CAJj/wgIWfrxWSB2LxcIPP22nulqPoijMfm81VVViOnED3VzJLisnt+L0ynhF1WLCYYBfNG+0G4lGVffrZFIsHKsqtnodtUpLnNMQpvh8QFeXW7BTOZFrTOaEIcmqdRzUYbRyXkA75220cVpFlOP/EerwJj52Uyg3b8CkWO8OVZVKhUk5/X9lrwqjpdPXuGp6WK1GPY3Kjh6uU/HUBDdsC7ePJ9C+tdVr1dVTMzoojuzaMty1DvTwDiPWPUBIrXpLDiWjUat4cWB/nh/QT2it+oElXeMjcHZ2wNXFUVitwwl1rRpxPVoKq3EuGQ7Awe2pfPWfxXVf/30Me0etkDpqtZq4uBD27s8S8vpnUqlUPN2vN20DTp+pFQm6coDGASGiaamencqRLi4TmOrzIe2dRpFYvQhFsf4NSCqVFjt1AC6aDnhqh+FndxuB9g+jVVl3tE2Iw4u4qLviou5GtNPXOKgjrPr69SyKma2VX1FmzsFLE4IKFd1cJwupVW/lyWSyasq4I6IbL8cNo5tXqLBaeZVVbD+eTb+ICHxdnOkcLO7sWlEUdidmEhLsSVCgp7A69ZIT0vDydycwzEd4rXoyHICRd/QlMNy34bG9o72wWl06hTOgX5uGxyJHwthrNLwxbAi+pzrlRDUr1TszIFIqxd+Z6qh2p5fbbQz2eIxaS7nweqI4qMPxshtLpOPHaFUewuvFOPZlrNd/iHUagrdW3MG61mzky4yd+Du4MimkA972zkS5iju4LT+cgkVRmNA2VliNeidySikorCC+S6TwWtUVtWQeziWue7SwZrLzkeEA2Nlruf35sQ2P7c8YgSDC7bfegJeXCwCiR0n6ujjz5vAh2Gs0Qq8c6tUHxNFK203d4abxw1njZbN6InhpR6FSibliradWaRjo/jD93WbgoHahl+vtQuv9mr2PIkM190f2xEEj9r0ZzWZWHj5ChJen0CuGevU3staPPhQpZXcGiqI0zOZgKzIcTmnXsyXdh7UHwN5BbDi4ujjywD39Tz0SP4Y+LsCfZ/r1oVhQn8O5BvhFc29kDzmlxhVIrdKgPtX0pxEYRoqisLs0mygXb0YGtbnwN1ymzRmZlNTWMj4u1iZn17v3ZOLm5kirGLF9KADJu+pG5MV2ixJe60xi4/wqM+2pUSRtPSL8ygGgS+cI+vdtLfzKod7I1jHC7nM4n35+tv1Flq4sKpWKOZ0mUGyobuiHEunP9EwctVpGtIoRXqusrIZjafn079sGtVr8e0tOSCMg1AffIE/htc4krxzO4B3gwYQHhwjrkD7XHbf1bmhesoVxceLP4CSpnlqlws/B1Sa1Xhk8kE/GjcbVQVx/Yb09+zJRFNs0KZUVVZKTVkBcD9s2KYEMh0aGTulFdDtxnXRncnVxZMyojjapBeLu4JSk5qbVqGnt53vhJ1pBpw5h3HV7Hzq0F3+cyM0owNHZnjgbNykBqJRrbOKYwsLKCz9JkiTpKlG3doOC1q7pLRp+fm6X/D1XRZ/D6NGjyc7ObmjfCw4OZtWqVc28V5IkSeJp7cRPlXHeus1S9RLodDrS09PZunUr3t5ip/qVJEmS6lzxfQ5Hjx7F19dXBoMkSZINXRFXDiaTiZrz3KClVqtJTk5Gq9UyefJkjh8/TlxcHC+++CLR0bbvvZckSbpeXBHhkJCQwF133dVoe0hICPfffz/t27fnmWeewdfXl3nz5nHfffexevVqHB3FTXQlSZJ0PbvqRispikLXrl358ssv6dy5c6N/l6OVJEmSztaU0UpXfJ/Dr7/+yvbt2xsem81mTCYTDoIW8ZAkSZKugnAoKCjgjTfe4OTJk+h0Ot5++22ioqJo00be7StJkiTKFR8OM2bMoE+fPtx888306tWLrKwsPvnkk8ue06S2qpbfv1iH0QZrsYLYqbklSbr+GHRij11XXZ/DhVxsn8O6rzfy9XM/cO+7dzDotv4X/obLsPS7baQl5/LkW5PkFBaSdA3LPV5MYAsv1Bqx592F2UXsWJrA2EdHXdTzr8k+B1H6T+mDh587yz9ejdlkFlqroqyGfX+nsWdbqtA6eqOJ+cu3U1BWJbSOJF1tqnUG4TUyU/P49qO1woOhoqiCtye/h5Or2NGa12042DvZM2rGcAqOF7JjaYLQWhPu6IOzqwO/zP/z1DwpYqSeKGT5jkO8+eMGjIIDr7Cqmu/37pfNZVKTmcwWLIJ/f8wWCz9t2MPuI9lC6xxLzuWtmT8TGCJ20anaqlr+O/1DTqblExwjdlGj6zYcAIbcOQAXTxeWzVmFxWL9NYjruXk4Mf6O3uSdKGX90j3C6rSLDGL64HiOZBfw1RqxgffNnr18tnMXH2/fKQNCuiSKorAxLZ25O/5GLbCZtbCsiue/WM1vm5PoERsurE7K/ixmP/ULNVV6YtqFCKtj1Bt5/865pO/LBJDhIJKTqxMj7htCzpFcdq/ZK7TW0PHxBLbwYsm3W6ksrxVWZ+qgzsS3asGybQfZkpQurM5jN/Ske2gLFhw4KDwgVp5MZn9ZrrDXl2xnT04u9y9ezsvrNnJjm9bC6mw7mMFDHy3mQMZJ+nWMxtFezP2+B3Zl8M6/FqCrrWu2imnbQkgdi9nCvEe+4NCWwwA4uzvh6S92vfHrOhwAht8zGEcXB5Z+uFLoAU5rp2HKjIHUVOlZ+t1WYXXUahXPTB6Ir4cLH/y2mROFZULqOGi1vDV8yHkDwppNBTqziTmpW3lgzyL+lbSSjOpiAA5V5HGipsxqdeqdu+9Jlcc5Xmu79bBtzaIoHK8uZU1eCh8c3cwzSSvIFvD/mlpUzFOrfuexFas5XFjIsJiWxPj6WL2OzmDi4yVbeP2H9VTV6gEYFt/K6nUA9mxL5f0XFmHQ162w6O7ljH+Ip9XrKIrCty/+SMKKxIZtwS2DhA9uuSKmz2hOrl6uDL1rECvmriHpz4N0HNReWK0uvWOI7RTGhqV7GTKuC0Fh1v9wAHi4OPLCtME889kK3vhxAx88NA6zxYKdVoO91nrT/9YHxPN/rGfBgYMAPNSzO9/s2cu93eKtUsNRo+XbblP4IuNv1uSlsLUogxuDYolw8WZB9j4+6XwTLZw9rVLLrFi4PWkuLRy9iXMNJc41BIui8OLRnxnp15npwX3x0Dpbpda59lZksDBvBy4aR1w1jrhqHXHRODR8HeHkR4STv1VqHSzPY1NhGocr8kmpLKDaXHfW62HnyNxOEwi10v8nQLlOx5xtf7M29VjDaul2arXVfj/OZDSZmbt0K3/tT2vY1sLPgzZh1vl/O5OiKNg5aLlhSByb1xwAIKZtiLAD9p1v3Yp3kDe/vvkbTm5OBLcS26QE8soBgFEPDMPO0Y4lH6wQevWgUqmY/vBgLBYLP8//E4CyYjEji2LDA7h3VE8y80r4ZOlWVuw4xK6ULKvXOfcK4qnVv/P9nn1klZVbrUaQkzuz4obxXfdp9PIJZ8XJZD4+tpV8fRUP711stSuIarOOVi5BZNUWsSBvO68cW8iraYuwoLCqcA/3HZzPkvwEjBbrdvabFQseWmdKjdVsLzvC2uL9LM7fyfe5m/m/nD/J05cR6GC9js4oF2+yakpJLDvRKBhi3PysVgfAw9GRyR3b4WJ/evnOCW3jCHK/9KGVF2Kn1fDYTX2JCjp90jU0vpWQA7ZKpaJNh1AO78vC1d2JG4a0JaadmCYllUqFvsbA6s/+IKhlILOWPUtkhwghtc503V85AHj4ezBoej/++GoDKTuOcjItT9i9D+ExAfQd2YHNq5PY8vsB/lqTxEsfTRdSa1zvthzMzGP9nlS0GjVdYlrQu12k1evUB8SDS1eQmFPXN/B5wm5eHzbYqnViXH15r+NYPjm2je+z6i6x6wPCGlcQ7lpnXm55M4qicEJfwuGqEyzNT+C4rgiAarOeL09sYHXhHu5tMZjuHi2bfOCpNNWysjCR5KoTpFTlUmPRN3rOYO923B4yAF976x1ISw01fJO5mx3FmQ3bRAUDgN5kYv7fu6gyGPB3caHKYOD2Lp2sXqfel6v+5uiJQm4dEs/6PUcZ1DlGWK21ixMpPFnO7Y8Ppc/wdpQViRtC/ucPf1FZXMW0WbcQ3jaM0DZiguhMMhxOGf3wSNZ/t4kvn/mWvPR8uo7qgruP9c9udLUGBo/tzLa1B/n87VWo1Cpqq/U4uVh/rqi/9qdRXlXX+W0yW9h9NJuSyhq83azbNGKyWPhw2w6OFhU3bNuUnsGh/ALaBlj3kj6tqpjUqkLctY5UmHSAdQMC6s7UQh19qDTVUmKswtfOra6551RTj5vGkf2VmbhoHGnn1rR1hNUqFT/mbsFRbU8bl2DiXFugVWn4NvcvYl1CuD90CK1cgi/7vdSrNRv5OWsvP2QlUmM20tkzGF97VxJKs4QGw/O/ryPhRA6TO7RjQFQkiTm5eDqJGZ+/ad8xVuxIplvrUKYO6swN7SLw9XARUqu8tJpl328nOMyHgWM6odVqcAoTM9+bUW9k5bzf8Q31offEngDC76WA6/gO6TOdSMnhy6e/5fihbPQ1dWdws5Y/R5se1u/Iykor4O2nfqGy7PT6Fc++O4V2XSOsXktvNPHV6p2s2JHcsO2eUT2Y1K+D1WspisKuEznM37mrISQ6BQXy8dgbhVzWK4pCrq6C5FPt5skV+ZQZa3mn/Wir9UFYFEXoUMus2iJCHL3RqOo+6JtKDqFGRV+vWKv+nxXoKrlr968UG2qIdvHh4eje9PIJZ3VeCq1cfW0SDI/06oECGExmHC9jLeR/klVQyuNzl+Lu7Mjcxybg5iz2BrGv3/+Djcv38tTbN9Opp9i1ZTZ8t4mvnvmOu96+laF3DWrSazTlDmkZDqf89ctWPnv8/xoei5xWI/d4MW8/9TOlpy5Db7qrDxPu6COkFsCOQ5l88NtmKmv0hPl7Mn+muGk8LIrChmPpfJ6wm5OVlbwzaji9wpp2dt2U2pUmHR52Tjapd7VQFIVXktfSwzuM4YGtG8JIURQhvwfnCwaRI2t0BiOPz11KbnEF784YS+tQ64fdmU5kFPLCPf9Hu/gInvnvLULfm9lk5slez2PUGflw13+xd7Rr0uvI6TMuQ/8pfZg66+aGxzmpJ4XVCg734cWPpuMb4A5A6sEcYbUAerWNYN7jE+kYFURWQRlHT4gbmqlWqRgaE81PUybxRO9e/Lr/AGaBNxieW1sGQ2MqlYr/tB3OqKDYhmCo325tFkXh+T/W2ywYFEVhzuKtZBWU8cDoXsKDAeCneRsBmPrgIOHDSbcv2UlhVhE3PjS8ycHQVDIczjDm4ZHc+NAIAHKPiQsHgIAQL16cM52AEC+OJedisYi9gPP1cOGNe0dx5/BubNx7TGgtADuNhknt2/Lm8CHoTCbh9aQrg1qlol9EuE2CAWBNQgp/7jtG/47R3NgzVmgtgP070ziwK4OBN3YkNEpsEFksFpbPWYWrlwuDbx8gtNb5yA7pc0z99yQqiipI2XFUeC3fAA9emjOdt5/6hZzMIuG/bBq1mskDOwm7Me58nM8YwihdH8a3FX+Qruft5kybMH8eu6mP8CAymyz8NG8jTi4O3HR3X6G1AHav3kPO0ZNMenY8ji62XxJZXjmcQ61Wc9/7dxIa26Khc1okTx9XXvhwGnrBc7OfqYWfp81qSZJIPePCef/BsTg7iD8Jyc8ppbpSx9hbe+HhJWYUVD1FUVj64Uqc3JwYfs8QobX+ieyQ/gf6Gj1mswVnN9mGLUlSHV2NAY1WjZ2guZrqmU1m1n29EYtZYdSMYZf9enK0EtYLB0mSpGuFHK0kSZIkWYUMB0mSJKkRGQ6SJElSIzIcJEmSpEZkOEiSJEmNyHCQJEmSGpHhIEmSJDUiw0GSJElqRIaDJEmS1IgMB8HSk7JY881fzb0bkiTZiNFgwmS07jrjzUGGg2ALP1zNT28tI2lLivBau3ZnYLHR2gmSJDVWkF3MF8//jEZ79R9ar/53cIW7760puHq6MP9fP1FWUCGsTsLudN75YA1z528QHhCVNTqhCwZJkjUpisKefcfZsk3sNPy7/tjPS+PfIzDSX/j04bYgw0Ew7wBPHvjvVCpLqvj0mR+xmMUcuOM7R9Dnhhi2bksVHhBzl27jqU+Xs3JHMtfYvI2SjSiKwpHsQn7euBeDUdxiUKnH8vnPG8v4+JP1dO4UJqSG0WDiu9cWM+exb6mt0tF7TBchdWxNLvZjA536xzHy7gGs+b9NLP9sA+MfGmr1GhqNmodnDAZg67ZUAB6ZMRi12vr5P31IFzLzSvhk2TYOZubx+E19cXIQs4ThX+kZtAsMwMfZWcjrS7ZVUlnDxr3HWJ94lKyCUt68ZxT2dtY/DOXmlvLTgp0k7EoH4NapvXAVsGBOflYRnzzxHRmHTgDQslM4AeHilyq1BRkONnLLzFEc2Z3O4o9/p023KNp0i7Z6DVsFRJi/Fx89Mp6Pl2xl495jpOcW8+KtgwkP8LZqnZKaGl5e/ycKCv0iIpjQNpbOwUENl+x5lZUEul36VMSXKq2shEAXV1zsxC4oU2nQY1EU3O0dhDdLKIpCpcFAcXUNRTU1FNfUUFRd93dZrY5bOrQj1t86BzmjyUxCShZrdx9l99HshiVxJw/oRKeWIVapUa+ktJpFi3excdPhhjo+3i6MGNbeqnWgbrDJO/d9QVVZdcO2G8bGW71Oc5HrOdhQQXYx/57wHg7ODryx9CncvF2F1DGbLXwyfwNbt6fSp3cMj8wYDKiorTXg4uJgtTqKorAmIYVPl29Ho1bz2E19GNQ5hvWJRxnYuSWaywwli6KQkH2CpcmH2X48G4uiEOHlyfi4WEa0iuH9rduI8vZmeqcOl30wza2q5N7flxHt5U1Lz7o/0Z7eRHp6sjf/JLO2/cn02A7c3LotznZirpLKdDpuXb2YKoOeABdXAp1d6/52cSHQxZVwd0/a+vpbpdaenFye/2Md1YazVyD0cHTgtaGD6RISbJU6AEeyC/hy9U4OZuQ1bGsd6s+7M8ag1Vj3xKWoqJINmw7z25LdDdtm3DeQQQPELF16bP9xXp0yB8WioNGqmbPlFdwFfa4vR1PWc5BXDjbkH+rDPa9P5uPHv+XzF37hyU/vIS+jkKAo63zg653vCmLY4HYk7E7n9um9rVZHpVIxqkcsMSG+vPnTBt75dROHMvM4lJlPYXk1Uwd1vqzXV6tU9AwLpWdYKHmVVSw/nMLKw0f4cNsO5u/chZuDPWtT00gtLub5/v1wvIzmiVqTkVB3Dw4XF5JwMuesfQhycaVcr2fevl38dPgAt8Z1YFLrOJy0lx8SJouF4xVlHCstIa2sFHd7ewprqsksLyOzvAwAB42Gm2Ji6RHU4rLrQV3omiwWwj09SS44PbAg2sebt4YPJdjduldjAV5uZ4WAk4Mdz04ZaPVgAHB2tmd/UhYAWq2awAAP+vdtbfU6ALVVOj77109o7TSMvGsAWUdyr8hgaCp55dAMvn55ERt/2c7kp0fz16KdzPr5USFXEWdeQbi5OlKrM/DRu9ObdBZxIZU1et5buImdh+s+mGq1incfGENseIBV6xjNZjZnZLLgwCEO5Rc0bG/l68Obw4cS6HZ5/4+KolBQU01aWSlpZSUcKy1hf2EeJ6urznqel4Mj05sYEullJXx7cD/HykrIrCjDdMbgAXu1BoPF3PD1hFax3B7XEV8r9LlU6HSsOnKUZYdSOFFRgUalwl6jodZkYkBUJC8O7IeTla+KDmXm8dZPGyiuqGF0zzhW/p3Mv6YMZGCnllatA1BTo+f1t1dwLK2AaZN7UlxSRcf2oXSNj7R6LUVR+OxfP7FteSJ3v3Yz/Sf2IONQNtEdwq1eyxrklcNVYvrzY0ndm8Gv764EYOea/Qyx4hl9PZVKxbAh7diflE1llQ6ABb8lNFxVWJOiKEQEepOQkoWigMWi8PbPG/nk8ZtwdbJeU5adRkO7wAC+27PvrO1Hi4q597elvDF8CB2DApv8+iqVigCXuuacG0JCMZjN3Pv7Mk5WV+Gg0RDg7EqgiysBLi7ozWb25ufRK7jFJTVrGS0W1h5PI8zNg/4twon29KblqeaszIoynvtrPeNj2nB72474OV/eQvaKonC4oJClyYdZfywdg9mMr7Mzd3ftwpg2rZm1bgM9w0K5vUsnq/ZzKIrC4i0H+L/fE3C00/LSrUPo3S4SLzcnmwTD+LFdKCquxEfQmfyWJbvYtjyRHqM6MeDmnqhUqis2GJpKXjnYmEFn4PPnfiFx/YGGuyhbdo7g5V8es3qt6mo9i5bs5o91BzCZ6s5OVSp4583JhIX5WLWWzmBk+6FM1u4+yv603Ibt/TpE8dzUQVY98FQbDORVVtV1pJ7ToVqu0zG9c0d6hYVapVaJrpb86ioCXVzxdHC0yvswWywYLRYctY3PzfYWnCTE1R3/ywyFegfzC5ixZDkAXUOCmdAujt7hYWhP9QelFBbRxs/XKrXqVdXq+WDRZrYfyiQqyIcXpw8m2NcDqAsNa3e2ny8YRMpJy2fWxA/w9HXj9aVP4eRq/VFQ1taUKwcZDs2gtkrH1y8vZMfKvQ3b3l33AgFh1v2Q1isorGDBogS2bDuKokCXzuE89/SNQmoB5JdUsn5PKuv3HCWvpJKZk/oxrKuYdl/pf1MUhe/27GNgdBRhnh7C66XlFvPGj+s5WVzBiG6tmTH2BhwEDFWtZ+tgMOgMvHzzh5zMKGTWz48R1d46JyGiyXDg6ggHqPvQblr4N9+/tgSjwcRNjw5nwiPDhdY8nlXET7/+zd59Wbzy0njiYq03IuV8LBaFgxkn2Xowg1sGdMLXwzpnw9KVyWgyc887v1JRo+PhcX0Y2rWV0Hq2DgaAr2ctZOOvO5j+/DhG3NlfeD1rkeHA1RMO9Y6n5DD38e8A+O/vz9nktvtDyTnsSszgjlt7XxO3+UtXjqT0k7g52RMZZN1my/P5ZP4G/tpyxGbBsHPNPuY+8R2dB7Zl5qd3X1WfHRkOXH3hAPXNTIsYfkdfm3VqKYqCotSNKpKkq1F5eQ27EjMZMihOeK2C7GJeGv8eTq6OvL70Kdy8rq6rYBkOXJ3hAHUH64riKjx8xd/xK0nSpdHXGvjprWXcMDae1l2jmnt3LpkMB67ecJAkSRKlKeEgZ2WVJEmSGrniwuH1119n9uzZZ23bvn07o0ePplOnTkybNo2MjIxm2jtJkqTrwxUTDqWlpTz33HN8//33Z20vKirikUce4cknnyQhIYEbbriBRx55RK4jIEmSJNAVEw7Tpk1Do9EwfPjZY/3Xrl1LbGwsgwYNwt7engcffJCCggIOHDjQTHsqSZJ07bPZ3Eomk4mamppG29VqNa6urnzzzTcEBATw3HPPnfXv6enpREefXvtAo9EQGhpKeno6HTp0EL7fkiRJ1yObhUNCQgJ33XVXo+0hISFs3LiRgIDzz95ZW1uLq+vZk2c5OTlRW1srZD8lSZIkG4bDDTfcwJEjRy75+5ycnNDpdGdtq62txVkuGylJkiTMFdPn8E+ioqLOGp1kNpvJysqiZUvrT/srSZIk1bniw2Ho0KEcPHiQtWvXYjAY+PTTTwkMDCQuTvwt85IkSderKz4c/Pz8mDdvHnPnzqVHjx5s376djz/++Kqa9EqSJOlqI6fPkCRJusbJ6TOuY5Yz1iGWJEm6XDIcrgGHdqQya+IH5KblC69lsVxTF5rSdURRFLKP5MoTqYskw+EaUJBdxInUPGZN+oCtS3cJrfX52yv56t01lJdUC60jXR8URaHwZBllxVXCahRkF7N03jqeHTmblF1pqNXysHcxZJ/DNSIt6TifzPyewhMl9BnflTtmTcTRxcGqNUwmMx+9tJh9f6fh6GTPmFt7MWJSN+wdrH+7jMWiUFpajY+P64WfLF01TEYzman5pB46QerBHI4dyiGydSCP/mcCWq3GanUqS6tJ+H0/25cncnRP3VD4bsM78OhHd1yXg1nkeg5cv+EAUFNZy1cvLSDh9/0ERfrz8Ie3Ed4mxOp1DuzK4MdPNpCTWYRvgDuTHxhIj4FtrPqhO5aWzwuzfiMywo+uXSKI7xJBZIRvoxoGgwl7e/H3chaVVOHh5oSdnfUOYOdjMpnZtf84wYGeBPt7CK1XUFBBwu50FAUUFFA46+vgYE+6xUda5ed6YHcGS7/dRkbKSYxGc8P2dl0jmPnGJKueYGxfkciXL/yK0WBq2OYf6sNrS57E2c3JanWuJjIcuL7DAeou0//8dQc/vLkUFJj2/DgGT70BlUpFTWWt1T4cZpOFv1bvZ9H/baGyrIaWbUOY/vBgWsYFU1JQQXWVjtAo/ya/fk5uKavW7CdxTyalZXVzcvl4uxDfJYKuXSJpGxeCnZ2G/76/hlHD29OubYsm19qRmM7ydfvx93EjwNedAD93/H3dCPBzx8fLBY1aTdrxQt74eA2jBrZleP+2uLk6NrnehXy36G+W/rEPtVpFkL8HLYK8aBHkSYsgL0KDvQkP8UajufymEUVR+OSzjWzecvbMBSqVijGjOnLLpO5WC15FUfjk1WXs/DOlYVvrjqE8M/sWHBztrFKjnslg4pMnv2f3urrJObV2Gmb98hiR7UKtWudqIsMBGQ71so/kMveJ78hNL6Db8A7c8/pk5j35PTPemW7V9W9rqnQs/3EHfyzajclopteQOLr1a803H/zBSx9NJyjs8haat1gUMjIL2b0nk92JGRzPKgbA0dGOju1Dyckt5UROKcOGtGX6lF44Odlfco2N21JYsCKRopIqLOd8HDQaNX7ervj7unEwJReLomBvr2XgDa0YM6QDwQGeTX5fpeXVFBRVkl9USX5hBQVFFeQXVXKyoJzS8saTVMa3D2PssI60ax18WWfzBYUVJO7JZPeeTJIP52I2n+6gDQn25MH7B9EqJrDJr3+uzKN5/PjJBlL2Zzdsi44N5tn3JuPkbN2mz4LsYj6Z+R3pB7LxDfGiKKeU2/89gaG39rVqnauNDAdkOJxJV6Pn+9eWsHlxAr4h3pTml9G+Txtmfnq31TvlCk6W8etnm0jYdPrM0MvXjZc+no5/kKfV6hQWVpK4ty4oDp1zYPPzdWPGfQNp365pVxEmk5mi0uq6g3Rh3YE6v6iCgqJK8gorqKw6e44vlQq6dohg7LAOxMUEXdQBe93mZJavS6KgqBKjydzo3709XfD3dSPlWB4AdloNA3q1YszQDrQI8mrS+7JYFNIzCtidmEni3syzArZThzAOH8mlokLHmBs7ccvEbla7WigtqmTBF3+xbe1B1Go1Q2+Kx8nFgT1bj/L8B9NwcbPu1dfO1fv46t8L0NcamPjYCLoObc+ij9Zct/0MZ5LhgAyH89nw83a+eWVRw+Mpz4zmxnsHCam1ZmECP32yseGxb6AH/54zHW9/d6vX+m3Jbn5dlNBo+5BBcdw27YYmXUX8k8Vr9vLD4p0A+Hi5EBrkRUiQF6HBXoQGedEy0h+7i+hQ3bA1hdV/HiTAt64Jq775KsDXHT8fV+zttBxJy+OtT35n5IB2DB/QFk/3pjUFpmcUsG5DMol7Mymrb5rzcSW+cwRd4yNoGxuCVqvmpVcWc+dtfYhpef6ZkS+VXmdk9a87WfnzTgw6I116xzD1wYEEtvDmSFI2QWE+uHtab+JMg87AD28u5c9f/8YnyJMH372V1l2jsJgt1FbrcWni/9+1RIYDMhzOdTK9gHfv/4KC7OKGbWqNmhd/eJhWXSKtWqsgt4z/e3cNqYdyMOhPdwYGhnrz4ofT8LTiyKOqKh1rNxxCsSgoAIpyVmeqr68bA/q1tsoVktliYfuuNAL83GkR5IWzFUPnfPILK/D0cMbhMs/gt247ypx564mKrOvU79olkvBwn7POoi0WCyaTxSpXCxaLwvb1h1jw+V+UFlUS3tKfaQ8PJq5z+GW/9j/JOZbH3JnfceJoHl0GteW+t6bg6mm9ZtNrhQwHZDicj0FnYO+fyWxfnsj+LSmYjWZ8gjx5bclTVu1/qGcymclOK2wYrph6MAcnFwde+GAqblY8Y5T+N53OSHW13ibDgYvyy5kzawkZR/Lw8Hbh5nv70Xd4e9RW6Dg/H0VR2PxbAt+9vgSzyczUZ8Yw7Pa+133z0T+R4YAMhwupLK1m55p9bF+eiIunMzPnWb//4XyKCyrQ1RoICfcVXkuyPaPBxL/v/4aufVsxempPHJ3FXV1ZzBY+e/Yntq/Yg3+YD498cPt1PRLpYshwQIbDpSjILsbB2R4Pn0v/xZGkc5lNFjRa29x9/PXLi6iprOXuV2/GSeCw4muFDAdkOEjS9cBsMqPWqGUz0kVqSjjYbJlQSZIka9FYcaoN6fzkDFSSJElSIzIcJEmSpEZkOEiSJEmNyHCQJEmSGpHhIEmSJDUiw0GSJElqRIaDJEmS1IgMB0mSJKkRGQ6SJElSIzIcJEmSpEZkOEiSJEmNyHCQJEmSGpHhIEmSJDUiw0GSJElqRIaDdNFOHMnh+1m/UJpX2ty7Il1jFEXBYrE0925IZ5DrOUgX7e9lu1jz2VrWfb2R/lP7MPaRUfiFiVn202Q0o7WTc/Zfa0wGE3kZ+eSmniQ39SQ5p/50HtKBic+Ma+7dk84gV4KTLpqiKBzacpilH64keVsKao2a3hN7MvaxGwmJCbJqrTfu/pzaaj1x3aNp2z2aVl0icHJxaPQ8k9GE1s425zgFOaX4h3gJr5N1NI8T6QWEtgwgKMIXrcCFbbYs30NG8gnsHeywd7TDwdEeO0ctDo722DvaEdMxDN/gy3/PRr2RTx/9ioSVu7GYz75CmPLSJMY8MlKu6iaQXCYUGQ62cnTXMZZ+uJJ965NQqVR0HxPPuMdHE9EuDIC965PoPKRDk15bURS+fm0pSduPUpJXDoBGqyaqbQtiu0cT1z2Klh3CsHewY+uKPWSn5jH+gcHnDY+LqfXWQ9/i5uGMl787PgHuePm74+3vjneAB56+rg0H509eXERlWQ1Db+lO5z6tUGvEtMoadEZevHU++dklaO00BEf6EdoygLCY+j+BuHk6W6VWYU4p/57yMTWVurO2u3m5MOWJEfQe0xm1+vLfp6Io7F6zlzn3f4rZaAZApVZx77t3MHB6v8t+fel/k+GADAdbyzxwnKUfrWLXykQURaHzkA6Me2I0nzz4OUPuHMjoh0c0+YxQURQKsktITkgjeVcayQnpVJZWA2DnoCWmUzh+wV78tWQ3Xv7uTH/6RroNbXdJ9fS1Bl68dT6lBRUYDeZG/65Sq/D0ccXL3x2j3kj2sQIAfIM8GDyxG/3GdsbN49IO1AadkdLCSkoKKijJL6ekoILiggpKCyoozq/7u7KsptH3ubg70n9sFwZP7IZfsOcl1Tzz/abuz+JwQhqHEtLISM5BsZw+BKhUKgZO6s7Njw7Dxd2pSTXOZLFYSPx9H0s/XEHG/uNotBrMJjN2Dloe/exBuo7sfNk1pAuT4YAMh+aSczSXZXNWsX3xzrOaDUbNGMa0l2+xytmnxWIhJ63gVFikk7I7ndoq/VnPadezJbc9P5ag8EvrC1EUhcqymlMH7IozDtyVdQftgnJK8iswGc8OEDsHLb2GtWPYLT0IaxX4P2tUlFTz/NR55z3wAzg62zdcsVSUVpN1NA+A0JYBDL2lO72Gt8fB0e6S3pfJaCb94AmSd6VxOCGN1P1ZDe/Bw9eNuG5RqDVqtq3cS0RcCHe+MI6odi0uqcb5mE1m/l62i2UfreLEkRwcnB0YetdAbripJ6+Nn83T3z9GbK/Wl11HujgyHJDh0NzyMvJ5Y+I7FOeUNGzrc3Mv7v/gLqv3DdRW6/n3lI8pyC45a7vWTsOoO/oy5p4BODjZW6WWQW/i37fN5+TxYpxcHAhtGUBoS3/CYgIJiwmgRbT/BWtZzBbee/InvPzcGkKg7u+6ZixnV8eG57438yccnOwYcnN3WncKu+Srr9pqPZ/862eO7MlEX2sAwNnNkdhuUcR1jyauWxTBUf6oVCpWfb0ZRxd7Bk7sftlNZSaDiS0Lt7N8zmryMwtw9nBmxL1DGH7vENy8Xakqq6Y4p5jwtmGXVUe6NDIckOHQnBRFYfmc1az5bC0VxWf/HDoN6cDjXzyIg/Ol9wv8k6TtRzmyOwM7RzscHOs6VO0d7bF30GLvZE9guO8lX0H8k5PHi8jNLCIsJgDfIE+hnaeKolBeXIWn76V/oM98jecmfIBvsBdx3aKJ6xFNeOug8x78LWbLZYeCodbAnz9uZuW83ynOKcHd151RM4Yx5M6BOLtdfvOUdHlkOCDD4UpRWVJFTmouJ1PzyEnNJSf1JG5ertz51nSc3a3TmSr9b4qi2GwE0BsT3+HQ1sN4B3sx+qERDJzez6onAtLlkeGADIcrnS0PWJLt7Fm7j/KCCvrecgNae3n71JVGhgMyHCRJks7VlHCQ02dIkiRJjchwkCRJkhqR4SBJkiQ1IsNBkiRJauSKG1bw+uuvY2dnx7PPPtuw7dVXX2XBggXY2Z2+O3TVqlUEBwc3xy5KkiRd866YcCgtLWX27NksWbKEu++++6x/S05O5t1332XEiBHNtHeSJEnXlyumWWnatGloNBqGDx9+1naLxcKRI0eIjY1tpj2TJEm6/tgsHEwmExUVFY3+VFVVAfDNN9/wxhtv4Ox89t2zmZmZ6HQ6Zs+eTc+ePRk/fjx//vmnrXZbkiTpumSzZqWEhATuuuuuRttDQkLYuHEjAQEB5/2+iooKunfvzr333kv79u3566+/eOKJJ1iwYAGtW8tZHSVJkkSwWTjccMMNHDly5JK/r1OnTnz77bcNj4cMGUKvXr3YtGnTecOhKXcCSpIkSWe7Yvoc/smOHTv45Zdfztqm1+txcJCTekmSJIlyxYeDSqVi9uzZ7N69G7PZzIoVK9i/fz8jR45s7l2TJEm6Zl0xQ1n/Sc+ePXnhhRd44YUXKCgoIDIykvnz5/9jH4UkSZJ0+a65WVklSZKky3fFNytJkiRJtndNhsPrr7/O7Nmzz9r26quv0q5dOzp37tzwJzc3t5n2sGnO9762b9/O6NGj6dSpE9OmTSMjI6OZ9u7yjR49mo4dOzb8fG688cbm3qUmSU5OZtKkSXTq1Ilx48axb9++5t4lq/jqq68afYZ2797d3Lt1WZKSkujTp0/D4/Lych5++GHi4+MZMGAACxcubMa9a5pz39OBAweIjY096+c2f/78C7+Qcg0pKSlRnn32WaVVq1bK22+/fda/TZ48WVmzZk0z7dnl+af3VVhYqHTu3FnZsGGDotfrlY8//lgZNWqUYrFYmnFvm6a2tlaJjY1ViouLm3tXLotOp1P69u2r/Pjjj4rBYFAWLlyo9OzZU6mqqmruXbtsTz75pPLll182925YhcViURYuXKjEx8cr3bt3b9j+6KOPKk8//bSi0+mU/fv3K927d1f27t3bfDt6Cf7pPf3666/K/ffff8mvd01dOVyrU3D80/tau3YtsbGxDBo0CHt7ex588EEKCgo4cOBAM+1p0x09ehRfX1+8vb2be1cuy99//41arWbatGnY2dkxadIkfH19+euvv5p71y7b4cOHr9rP0Lnmz5/Pd999x4wZMxq2VVdXs379eh577DEcHBzo0KEDo0ePZunSpc23o5fgfO8J6q5k27Rpc8mvd1WFw7U6BUdT31d6ejrR0dENjzUaDaGhoaSnp9t0/y/W/3qfycnJaLVaJk+eTM+ePbn77rtJS0tr7l2+ZBkZGWf9TAAiIyOv2J/JxaqtrSUjI4PvvvuO3r17M3LkSBYtWtTcu9VkEydOZNmyZbRv375h2/Hjx9FqtYSGhjZsu5p+dud7T1AX6nv27GHQoEEMGDCA2bNnYzAYLvh6V/xQ1jNdq1NwNPV91dbW4urqetY2Jycnamtrhezn5fpf7/P++++nffv2PPPMM/j6+jJv3jzuu+8+Vq9ejaOjYzPsbdPU1NTg5OR01jZHR0d0Ol0z7ZF1FBUVER8fz9SpU5kzZw5JSUnMmDEDPz8/+vfv39y7d8n8/f0bbaupqWn0u3Y1/ezO954AvLy86NGjB5MnT6a4uJjHH3+cOXPm8PTTT//P17uqwsFWU3DYWlPfl5OTU6Nf3Nra2kZXGFeKC73PKVOmNHw9c+ZMfvzxRw4fPkznzp1tsXtWcb6fiU6nu2J/JhcrNDSUH374oeFx165dGTduHBs2bLgqw+F8nJyc0Ov1Z227Fn52Z3Y+Ozs788ADD/D+++9fMByuqmalprpWp+CIioo6a3SS2WwmKyuLli1bNuNeNc2vv/7K9u3bGx6bzWZMJtNV9zM692cCdU1NV+PP5EyHDh3i888/P2ubXq/H3t6+mfbI+sLDwzEajWeNYrzaf3bl5eXMnj27oYkaLv7Yd12Ew7U6BcfQoUM5ePAga9euxWAw8OmnnxIYGEhcXFxz79olKygo4I033uDkyZPodDrefvttoqKimtSR1px69eqFwWDg+++/x2g0smjRIoqKis4aWng1cnZ2Zu7cufz+++9YLBZ27NjBqlWrmDBhQnPvmtW4uroyePBg3nvvPWpra0lKSmLlypWMGTOmuXetydzc3Fi3bh1z587FaDRy/Phx5s+fz0033XTB772qmpWa6lqdgsPPz4958+bx5ptv8uyzzxIbG8vHH3+MSqVq7l27ZDNmzKCqqoqbb76Z6upqunXrxieffIJafXWdv9jb2/PFF1/wyiuv8P777xMeHs6nn3561TdNREZG8uGHH/LBBx/w3HPPERAQwFtvvUXbtm2be9es6rXXXuPll1+mf//+ODs788wzz9CxY8fm3q0mU6vVzJ8/n9dff52ePXvi6OjI5MmTueOOOy74vXL6DEmSJKmRq+u0TJIkSbIJGQ6SJElSIzIcJEmSpEZkOEiSJEmNyHCQJEmSGpHhIEmSJDUiw0GSLsPu3bu59dZbhb1+amoqEydOxGQyCashSecjw0GSmkiv1/Piiy/yr3/9S1iNmJgYYmNj+eKLL4TVkKTzkeEgSU20ePFifHx86NChg9A6d911F1988QWVlZVC60jSmWQ4SBKwZs0aWrdu3bAoj6Io3HXXXUyYMOEf577/5ptvzpqfa/HixYwYMYJff/2VQYMG0a5dO6ZNm3bWuhStW7dm4cKFTJkyhfbt2zNq1Cj27dvHTz/9RP/+/enSpQtPPvnkWTWjo6MJCQlhwYIFgt69JDUmw0GSgJEjRzJ69GheeeUVqqur+f7779m7dy/vvvvueWceTU9PJzMzkwEDBpy1/cSJE6xYsYI5c+awYMECysvLee211856zvvvv8/999/PsmXLcHV15f7772fDhg188cUXvPXWW6xdu7bRQjr9+/dn48aNVn/fkvRPZDhI0imzZs3CZDLx4osv8t577/H88883WtWtXlJSEk5OTrRo0eKs7Uajkf/85z+0a9eOuLg4brnlFvbt23fWc2655RYGDRpEVFQU48aNo7y8nFdeeYVWrVoxfPhwYmNjSU1NPet7YmJi2L9/v1XfryT9LzIcJOkUDw8PXn31VdasWUPXrl2ZPHnyPz63qKgIDw+PRjPgqlQqwsPDGx67ublhNBrPek5YWFjD105OTqjV6rNCxtHRsVFTlre3N0ajkfLy8ia9N0m6VDIcJOkMhw4dQqPRcPjwYUpKSv7xeSqVCrPZ3Gi7Wq1Gqz17JvxzJz4+999VKtUFp1m3WCwNry9JtiB/0yTplIMHD/Lpp5/y7rvv4uvry6xZs/7xuX5+fpSVlTU68ItSUlKCk5MTbm5uNqknSTIcJAkwGAw8++yzDBo0iFGjRvH666+zYcMGli5det7nd+jQAaPR2KhvQJTk5GThQ2Yl6UwyHCQJ+OCDDygsLGy4WujQoQO33347b7zxBnl5eY2eHxERQVRUFDt37rTJ/u3cuZPBgwfbpJYkgVwJTpKa7Mcff+S3335j8eLFQuukpKQwffp0/vzzT9zd3YXWkqR68spBkpro5ptvpry8nMTERKF1vv32W+666y4ZDJJNyXCQpCayt7fnzTff5L333hNW4+jRo6SkpHD//fcLqyFJ5yOblSRJkqRG5JWDJEmS1IgMB0mSJKkRGQ6SJElSIzIcJEmSpEZkOEiSJEmN/D9KtX8jCwue/QAAAABJRU5ErkJggg==\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "field.plane(z=10e-9, n=(12, 12)).mpl.vector(colorbar=False)" ] }, { "cell_type": "markdown", "id": "f1338d45-e36a-436c-93a3-eb130ccc2d2d", "metadata": {}, "source": [ "Use a different scalar field for coloring." ] }, { "cell_type": "code", "execution_count": 28, "id": "5cf23c1c-a5d3-472e-b8e2-4a239c586745", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "field.plane(z=10e-9, n=(12, 12)).mpl.vector(color_field=field.x)" ] }, { "cell_type": "markdown", "id": "9cc86c4b-fb8e-4a9c-aaec-c5eab4847071", "metadata": {}, "source": [ "Similar to `mpl.scalar` we can \n", "\n", "- add a colourbar label,\n", "- change the colormap,\n", "- change the colormap limit,\n", "- change the multiplier,\n", "- change the figure size,\n", "- and save the plot." ] }, { "cell_type": "code", "execution_count": 29, "id": "0f942eec-fa68-498e-a957-500e2883c51a", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "field.plane(z=10e-9, n=(12, 12)).mpl.vector(\n", " color_field=field.x,\n", " colorbar_label=\"x-component of the field\",\n", " cmap=\"magma\",\n", " clim=(-1e6, 1e6),\n", " multiplier=1e-12,\n", " figsize=(12, 10),\n", " filename=\"vector.pdf\",\n", ")" ] }, { "cell_type": "markdown", "id": "89cd5a99-9a2e-4d32-aec8-b0015d0588aa", "metadata": {}, "source": [ "We can pass additional keyword arguments to change the quiver style (see `matplotlib.pyplot.quiver` [documentation](https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.quiver.html) for details and available arguments)." ] }, { "cell_type": "code", "execution_count": 30, "id": "aec2e93d-4220-4063-a62d-90f530b3d5e6", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "field.plane(z=10e-9, n=(12, 12)).mpl.vector(headwidth=8)" ] }, { "cell_type": "markdown", "id": "10df7a7a-432e-4701-9eb3-0a0e2050bdbb", "metadata": {}, "source": [ "Scale of quivers." ] }, { "cell_type": "code", "execution_count": 31, "id": "ad505dcc-d47e-45d6-84e1-b502ae4195d4", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "field.plane(z=10e-9, n=(12, 12)).mpl.vector(scale=1e7)" ] }, { "cell_type": "markdown", "id": "30214619-2915-47c2-8858-11abdc1cbfe8", "metadata": {}, "source": [ "#### 2d vector fields\n", "For 3d vector fields discretisedfield assumes that the first vector component points in spatial x direction, the second in spatial y direction, and the third in spatial z direction. For 2d vector fields we cannot automatically associate components and spatial directions. Therefore, we must explicitly define the components pointing in the plot x and plot y direction by passing `vdims`.\n", "\n", "We first create a 2d vector field and assign new component names." ] }, { "cell_type": "code", "execution_count": 32, "id": "103b205d-5c91-4e2b-b1a5-4db04a03336a", "metadata": {}, "outputs": [], "source": [ "plane_2d = plane_xy.x << plane_xy.y\n", "plane_2d.components = [\"a\", \"b\"]" ] }, { "cell_type": "code", "execution_count": 33, "id": "32556c86-0093-4f4d-9eea-13d846f40038", "metadata": { "tags": [ "raises-exception" ] }, "outputs": [ { "ename": "ValueError", "evalue": "vdims are required for self.field.dim=2 field.", "output_type": "error", "traceback": [ "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", "\u001b[0;31mValueError\u001b[0m Traceback (most recent call last)", "Input \u001b[0;32mIn [33]\u001b[0m, in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0m \u001b[43mplane_2d\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mmpl\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mvector\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n", "File \u001b[0;32m~/PhD/repos/ubermag-devtools/repos/discretisedfield/discretisedfield/plotting/mpl_field.py:605\u001b[0m, in \u001b[0;36mMplField.vector\u001b[0;34m(self, ax, figsize, multiplier, vdims, use_color, color_field, colorbar, colorbar_label, filename, **kwargs)\u001b[0m\n\u001b[1;32m 490\u001b[0m \u001b[38;5;124mr\u001b[39m\u001b[38;5;124;03m\"\"\"Plot the vector field on a plane.\u001b[39;00m\n\u001b[1;32m 491\u001b[0m \n\u001b[1;32m 492\u001b[0m \u001b[38;5;124;03mBefore the field can be plotted, it must be sliced with a plane (e.g.\u001b[39;00m\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 602\u001b[0m \n\u001b[1;32m 603\u001b[0m \u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[1;32m 604\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mfield\u001b[38;5;241m.\u001b[39mdim \u001b[38;5;241m!=\u001b[39m \u001b[38;5;241m3\u001b[39m \u001b[38;5;129;01mand\u001b[39;00m vdims \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[0;32m--> 605\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mvdims are required for \u001b[39m\u001b[38;5;132;01m{\u001b[39;00m\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mfield\u001b[38;5;241m.\u001b[39mdim\u001b[38;5;132;01m=}\u001b[39;00m\u001b[38;5;124m field.\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m 606\u001b[0m ax \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_setup_axes(ax, figsize)\n\u001b[1;32m 608\u001b[0m multiplier \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_setup_multiplier(multiplier)\n", "\u001b[0;31mValueError\u001b[0m: vdims are required for self.field.dim=2 field." ] } ], "source": [ "plane_2d.mpl.vector()" ] }, { "cell_type": "markdown", "id": "01fd01e5-632c-4a00-9a7b-2764dbb78f5d", "metadata": {}, "source": [ "First, we assume that the first component `a` would point in spatial x direction and the second in spatial y direction." ] }, { "cell_type": "code", "execution_count": 34, "id": "5faf93b7-ea30-4f82-84ae-4a558beb9899", "metadata": { "tags": [ "nbval-ignore-output" ] }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/martin/PhD/repos/ubermag-devtools/repos/discretisedfield/discretisedfield/plotting/mpl_field.py:637: UserWarning: Automatic coloring is only supported for 3d fields. Ignoring \"use_color=True\".\n", " warnings.warn(\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plane_2d.mpl.vector(vdims=[\"a\", \"b\"])" ] }, { "cell_type": "markdown", "id": "e13afc3d-cf8a-4664-b24e-695cc9d22a52", "metadata": {}, "source": [ "Now, we assume that component `a` points in spatial y direction and component `b` in spatial z direction. Furthermore, we assume that the field has no component in spatial x direction. Here, we plot an xy plane and hence can only see the y component. We can get such a plot by passing `None` as first argument of `vdims`:" ] }, { "cell_type": "code", "execution_count": 35, "id": "62f8e273-54d1-450b-86e9-6f8d6e871ff8", "metadata": { "tags": [] }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plane_2d.mpl.vector(vdims=[None, \"a\"])" ] }, { "cell_type": "markdown", "id": "941ab6ab-b674-466e-a584-4755c97b2a7e", "metadata": {}, "source": [ "Similarly, we could assume that `a` points in x and `b` in z direction and we don't have a component in y direction:" ] }, { "cell_type": "code", "execution_count": 36, "id": "1fe12f43-6369-41ad-b343-3f986665a6fa", "metadata": { "tags": [] }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plane_2d.mpl.vector(vdims=[\"a\", None])" ] }, { "cell_type": "markdown", "id": "39c5c07f-90a5-4a3e-b53c-d5a4828bb828", "metadata": {}, "source": [ "We can also pass `vdims` to a 3d vector plot. Here, we swap the first and second component to demonstrate the behaviour. Note, that now the vector `x` component points in spatial y direction and the vector `y` component points in spatial `x` direction which does not make much sense." ] }, { "cell_type": "code", "execution_count": 37, "id": "7d72bb3a-a4d1-4f2d-ab07-43fef1c19a40", "metadata": {}, "outputs": [ { "data": { "image/png": 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V9kseMioVPz8jfVVa2VExIQwf14NElV4Ao9HA7FvGExqhvtLQdfdNJTDYhMGofMufc8lQhk7oid3qVNR16xnHdX+9kLoKs6LOP9DE3S9fQ0hEIKW58i13nU7HFX+byeAp/cnaqT5OraFxNqCl6WgoYrc6GDVjGNNvm6KqlUSJv867XdW7t76qibv+M5vUAcqBBiC5Vxyzbp6gqvP1M3LbYxeoBhAfXyPTZw8nvlukapnde8VxzvSBqro+AxOpU5nIA2Ay+TB1xiBi48NUtdNnDaVZxX8ZYMSEXhTmKo+tAoSGB3LtvVNUTSZ0Oh23/2Mmm72YjT3h4qHUljeqmnx0SYnh7/PvokJlMQQ/f18emncXqz5WHrPVOLPo7OOoJ4Pm5KShyOlwXfLWeQjA5XTj46v+Huh0uPD1827JOLvNiclf3TLQWx2AzerEP0Bd661OkiQcdtcprackSbicglcTsrw976IogsQpd4fSTClOLafTyWlJweCT2n5W90OnpB5nIloLVkOR0+G65G1wBbx6yANeB1fA66DprQ7wKmj+Fp1Opzvl9dTpdF7Pdvb2vHv7m/8WrRZczy6ETm7YfzJoAVZDQ0ND43fT2ScqnQzamdEA1HMujyMKyjNlj6NmVnAcm8LM0l/SpJLreZzaGvWxUIDycuV0leMUl3hnflDohUmCJEkUeVGeIIiUljeo6txugaoqs6pOFETq69SHTiRJ8vo8e/u7eXsdeHtddbIRLY1OjhZgOzHVRTV8/NcFqrq6igbefuBTVZ25tpnXHlig+pBrbmzl5Qe/VNW1Wuy8/PhCVZ3d5uTV/yxR1TkdbubOWamogbbA9O4H61V1gijywfzNqjpJkvjgU3Ud4JVOkiTe+2ijqk4UJd55X/04HE43b72xWlXXanHw+gvLVHWWZhuvPPm9+u/bYuelB79QDZ62Vgcv3z0ft0s5GDsdLl69/QOcduUZzoJbYO4d72Kz2BR1GqcGUdKf1Kcz07mP7k+MtcXG23d/wLk3T1bUuV0CH/71Sy647RxFnSRJLHhpORfeOEF1jGzx/K1Mu3Kkqm7tkoNMvnCgqm7X1lxGT+ipqsvIKKWfFzOTi0vqSfJiFnFDQysRKmlEAC6XgI8Xq/nodDq8aYAZjQavWnS+vkaQ2pyklPD398Vk8qFBZXH0oGATUTEhFB6rUdaF+JOUGsPhPco5x4HBJvoMSWLrCmU7R/9APwZN6MXyT7Yo6nz9fBgxbRBfvbBYUWcwGhh18Qje/8vHivnYGqcGLQ9Wns59dH9S0jdl8O6985j5wIUk9ZPPH83alcei139i0Dn9SBucLKurLKpl9Vc7CAz1p9+oVFmd4BbZsHg/FcV1DJ/cW7GOh3YfY9+2XMaf209Rl320nC0bMhl/Th9FXXFRLdu35jJseIqiztxkZefOPFK7x6i6H+3dX0hERCB2u0uxzIKiWoxGPY1mZdOMunoLkiRRodKt29rqwGTyITNb2VzD7RZISY5m7fqjqq3JocNTWL3ysGqQPee8/qxaepDCfOWUmouuHMlP3+0h63CJom7G9eNYu2gfB7Yq57ZOu3YsGbvy2bhoj2K38qQrRmNtsbHui62U5sifn9EzR9C1byILX/qRjC3qCxho/H4ESXdSn86MFmA7GS0NFl676S0aqxsZMEk5eP3w5irWfbmNQROVg9e+DZl89eoK0lRah2UFNXz635WEhAcgqRjLz3t1FQ67S9WGcMOqIxTm11BeWq+oKyqsY8e2XDKOlCnq3G6BZT8dYsfOPJQaxDqdjhVr0tm6Q930YP3mLI5kltOoMn556EgJxwprOZiuHJTqGyxkZlewUsWG0OUS2Le/kB9/3KfYupckiaMZZSxdfIAWFYP+yopGtm3MIitD2cmp1WKn5FgNy75RdnI6nprzzlOLFAOn3qCnW884PnluCdn75VvGOp2OkRcO4bNnvmfL98r7nnT1eDZ+sYVPn1QfrtDQOB1oAbaTsenrrYRGhXD1P2ZjCjTJ6uoqGsg/WMhlD1xAQg9l4/vD23IYPqUfo1VMF/IyyojqEsrsO89RzItsbbHT0mzjqtsnEarSBdvcbGX8lD70VQnukiQRGxfKhTMGK+qCg9rOydVXjVbtck6MD+e8c/phUrFK7Ncngfi4UFJUnJdGj0jFaNDTv0+Coq5b10gG9u9KYkK4os7f35dLLx1GcLD87wxtQena68fh52cElAPN5HP70aN3F1WTi+S0WKZfPpxKFW/jgCAT1/7lXPQGPcW5VYp1nHHrJJL7xHNoi7IH88CJfZhy7Th2Lj+A4BZkdVGJkVz5xGU0VjZydKv66kQavw8R/Ul9OjNamk4nQhRFJFHipU3/IUDFNzhvfyH/+OoB0oYkK+osTVZ6D0vhsnumquYxWpps/OOdG4mMDVXUVZY2cOuD5zN8XA9FHUBMbCg33DFJVafT6bjr3qmqwdDPz4dzJvehR5r6ajrJSVGcP7W/qq5fn3hqaptVA3ZQoB+TxvWka4KypSLAxRcMwuLFTN0pk/tSqOJtDBAbF8rV141VHQM2+hh48O8Xsc6L9XcvuX4MLc02HHaXol9z7yFJ/P2N6ygvqiOtf6KsLiImlH98fAc/vL9e0WzC18+HW/5zJb1HplGQXkKPoZ6HBXQ6HVNumMTAc/pzcF06/Sf2VT0mjd+O5uQkj+bk9CfFW7ccURC9cukB7x2a1B7Iv8Rb56PWVgeBgX5elWmx2AkKUm71ATS32AhReVE5TlOzjVAVi8jfopMkCYvFodo6Be+PRxQl7HYXAafQcUoURARB9MqYwtvr4/jEJM316dRxOp2cPspVtzJV4vae6mtMn61oLdg/Kd4+lLwNruC9Q5O3wRW8dz7yNrgCXgUjwOvgCngVNH+LTqfTeRVcwfvj0et1XgVX8P686w16r68Rb6+P3+IOpQXXPx6tBSuPdmY0NDQ0NDROA1oLVkNDQ0Pjd9PZc1lPBu3MnIWIgsgRL3L7REFkx/IDqikKoiiybuFuL3QSS77YoWqCIEkS33y2DcEL3fz5m73SvfPxRgQV0wBJknjto3VepWS8+PEaVQ3As17q/v2xulOSIIo8N1+9PLvDxX+/UF+yraXVzttfK5szADQ2Wfno2+2quvpGC19+v0tV19Bg4YdFe9X329DKTz/uV9U1m62sW3JAVWe12Nm6/JCqzulwsWe1srkFtF33RzYfVdVpKCNKupP6dGa0AHuWIQoi7z/4CYWHixV1kiTxxYuLqSmtV3de+mgzTQ2t6s5LP+7DbnWqjrlt25SNyyVgUNEdOFCEKEqquuy8tvQOg8rYXElFW8qI2nHUNlgQBPUgbLE6cKjY90Gbd3BLq3J+KbTVv6FF3evX5OdDRW2Tqi440ER+aa2iYQZAWIg/OQXVOFQcnyLCAjmaVUFzi7LFYHh4IEeOlFKj4vscFh7A4QNFFBWoO0Md3JlP1iHla9oU4Mu+TZns26iccmM0Gti18hCbFynnySLB5m93sPxd9ZcjDXk0Jyd5OvfRdTKKj5by/oOfkNirCzP/coGsrjS3kmUfrkeSYNbd58rqyo7VsHdDJiW5VVx6x2RZXUuTlfS9BezZnMPltyjPGMzKKGPVkgPMvnaM8rEU1bH4x31cdtlwZV1pPT+tSeeCc5XTZapqm9m4K4exw7or6ixWB9sPFdAvrYuiTpIkDuaW0SUqBLdKC7uirgl/Px9abcoeuce/b2hWDrJuQcRoMFBabVbUAXSNDWf3kSJFjU6nY0i/rqzfka2Y+qPT6Zg6qQ8r1x2hUsFtSqfTMXv2SL7/fg/FCosc6HQ6brrzHBZ8uFkxyOr1Ou7464V89d4Gsg+XyPZA6PV67n7mMpZ/tpWs/YWYZRYw0Bv03P3ytez86SAHNh6lNLdSVnfPm7dSlFHC8ndXU5qlbK6h4RnNi1iezn10nYjsXbn864Ln8Q8yMfMvF8rqHDYnr9z+IbtWHuKqRy9SbM398OEG5j27mMvvnqI4c3PvlhxefWIhY8/tpzgTtKaqief/8T0xcWGq646+/vpKVVchgFXrMziQXqKaE5pXVMOStemUVigbHzhdAvMX72Lf0RLFrmmdTsdnP+1l++EC1cD53fpDHM6roKhSeQWcDftyyS+tY/PBfEVdXkkt+WV1fLFqn6Ku2WInq7Ca977bpqgTRYmyykbmfbOdJhUDfJdLYOGS/aRnKgcbk78P+/YW8OMPynUMDQvAbnPy0lM/Kg4thEYEktKrCy88+jWFOfKGFP5BJi68YRwv37+AzQrdyr5+Ptz+7JXMf2ohn/3nB1mdwWjgnjdv5cCaQzx72Ss0edFzoKHhLVqAPQuQJImvn1tEdNdI+k3orTjGuOn73dhbHUy4ZARGH/kg11DTzMEtOYya2o+oOGVjiF0bs0jpEcegkcqtw4xDJQQE+jHt4sGK3b5Wq4OqqibOnzaQiIggxTLrGiwM7JtAv97xijqXSyAsxJ9pKmYCgf+/OPnl5w5S7ZpOiA5l4pBUQlXSYPp370JUWCB9kmMVdeMHt52/AanKx9InJZa0xCgSopV/l5AgE9PH9TlxTHLo9Toumz4Eg16PyyXvfAQwYXQPErqEUd+g7FmckhLDyJGpFBYqm1wEBZuYdvFgWi12ihQMMXQ6HRMvGEh4ZBC7VLqAu/dLoPeQJDYu3q8YtANC/Bl9wWByDxaSs69AVieJEqNmDEen0/HDnOWK+9boiIDupD6dmTMuwKanpzN+/PgT/25qauK+++5j2LBhTJ48mYULF/6BtftjKDhUxMSrxvLK5v8w8qJhsq1St0ugocrMyyv+zgU3T1JsbR7ekcuD/72G2/45C3+FAGJusJCQFMU/516nGoirKs08/fJV9O6nbAVYVFTHddeP5cILBynqAAID/HjwrnNVx19dboH7b5xMqEruqq+PgTGDkhnaR33VnW5x4VwyaYCqbkBaFyYOSUWvV35YhAcHMG5gCinx6k5Os6cMUg2wADMn96d7orJFI0BaUjRXXzwMp0qADQz04/GHLlQdr9Xrddx51zn07BmH1arcuzDp3H489q9Z5Od47qo9Ucc+8Tz7wS20WuyK48pRcWH87e0bueiGcWQfKJLVBQT7c/2Tl/DsokfIVgiwRl8j026fyuu7XyQ8NhRzjdaK/S1oXcTynDFOTpIksWjRIl566SUMBgO7d7dNUHjggQfw8/PjueeeIycnhzvuuIMPPviAwYMHeyznz+zk9Ftcbbx1aHI53V659EDbuq0mldYU/DbXJW/dlMzNVsJCArwqs76plchQ9WXo6swWosKUW9jQdt7rzK1Eh6traxstXulEUaKh2UpUmHo9vT0eQRSxtDpUX0LA+/MuCCIulxuTSf139/b6EAURUZIwerEEoLfX8Z/d8el0Ojm9mCk/ZOUNT/RdcYpqcuZxxrw+vP/++yxYsIC77777xN9aW1tZt27diSA7cOBAZsyYweLFi/+4ip7B/JYHiLfuO94GV8Crhyf8Ntclb92UvA2ugFfBCPAquELbefcmaAJe6/R6nVfBFbw/HoNe71VwBe/Pu8Gg9yq4gvfXh96g9yq4Htd6w585uGr8cZwxAfbyyy9nyZIlDBjwc5dccXExRqORrl1/7s5LSUmhoEC+u0dDQ0ND43+H1kUszxnj5BQTE9Phb1arFZOp/figyWTCbleffaqhoaGhcfrRvIjlOaPPjL+/Pw5H+wkUdrudgADvuwPPNkQVt6LjuFUmoRzH5sWSZwBNja1e6aqrzF45JRUW16kaIABk5lfiUljT8zj7skq90m05UqDqDAWw+lCuV8ex4mC2qgZguRc6QRT56ZC6zuZ0seHoMVVds83OjmxlcwYAc6uNA/nqOZ5NFhtZhdWqOkurg4JS+fzX49gdLsorldOmANxugVoV0wpoG0f19jr19rr39j7y9r78MyKiO6lPZ+aMDrBJSUm4XC4qKipO/K2wsJC0tLQ/sFanj70r9vPhQ5+o6tK3ZTP3wc9UA0T2wWJef+xr1UB3LLuSN57+EbdKACsuquPtN1ar6iqrzMz7bItqoKttaOGzH3apzr5tbLHy9doDGFXG21psDn7ckaGafmNzulhxIFt1XM4tiKw6nKuogbYH/6p05UXCAfQ6HSsOqet8jQZ+2JOhqjP5GPl62yFVnZ/RyKdr9qleLwa9ng8W71C1pHQLIu98sVk15ae11cHc99djs7sUdeZGK6+/ugKLSl60ub6VV/+xCHO9cgpRS5OVF+/9jNoKs6LObnXw/I3vUlGg/FIhuAVevPI1io6ov8z8GREk/Ul9OjNn9NEFBQUxdepUXnvtNWw2G+np6SxfvpyLL774j67aKUOSJBqrzfw4ZxlbvtnOjc9fK6s11zSzfel+ls/bwF0vXiMbIBprW8g+WMy3b63l/uevkA1g5noLlaUNfPrmWv7yr1myE0vcboHysgY+eHcd9z04DR+F/Nrqmmbem7+JO26aiI+SKUV9Cwt+3M31s0YqpuBUN7SwZEsGMyf0VwyI9c1W1h/MY2J/5Vxdu8vNjuxi+ndVX3A9o6yK+PAQ1cBUZ7Hi52PEqfLi4fr/Fw6LXbl1pdfpkCSoa1FurfkajQT4+ZJbodya9PfzoVtMGLuzSxTrGBTgx8C0eLYcPKboNhUW4s/EET1YtvEINfXys/YjI4KYcf5AFnyzg1oFXVR0MFdeM5p35q5WbMmGRwVxw31TmfufJVRXNOKSaX0GhwZw+z9m8tbj31Fb0UijTGaBKcCPO1+8mvf/9hX5h4oxy+zbYDRw55xbmP/3L9i9bB+NXjhsaZwadu7cySWXXMKQIUO46qqrOHy4zWNaKX3T6XTy5JNPMnLkSMaOHct777134jtJknjttdcYPXo0I0aM4LnnnkMQfr4nPv30UyZMmMDQoUN57LHHsFp/vg+WL1/O1KlTGTx4MHfddRd1deq9OGd0gAV49tlncbvdTJo0iQceeIC//vWvDBqknj95trDh8838a/qz2FvtPPzJ/QTIzN6sLKzhmavnsnvVIR59/3aCwjx3kwtukTmPfsVXr6/m4VevISRCfobpkq928fyjX3P7I9OIUJjGf3B/Ef/8+7dMnNSbuC5hsroWi53H/vUdgYF+JCaEy+oAXv9kA7mFNcSp5Hr+tD2TZVszCA1UNnvIr6jjwxW7abEpBy+n283LP24it6IWl6AcEN9cuZ39heXUqfgHf7xpL0fLajhSKu9ABLD0QCbHaupZcVi5FXuwqIKSejMfrt+jqKtvsVLV2MJz369X1LkFkVa7k/98uY4Wq3IrMTI0gDe+2cyR/ApFXd+0OL5feZDvVx1U1A0Z1I2snEpenLNC8UVl4KAkQsMD+fujXykG2Z79Ejhv1hCeuu9ztq+XX/CiW884bv/nTF7+y+d89Ya813CXlBgefvdWvnhxMS/d+j52ma7l6G5RPPHdI2xftJOnLniOvH3qXfh/Fk6X2X9ZWRn33HMP1157LXv37uWee+7hzjvvpLa2ln/9618EBASwY8cO3nzzTV599VUOHToEwOuvv05FRQXr16/nq6++YuHChaxY0ZYK9OWXX7Jp0yaWLl3KihUrOHDgAPPnzwdg48aNfPzxxyxYsIDNmzfT1NTEK6+8AkB2djZPP/00c+bMYdeuXURFRfHEE0+onpszLsCOGjXqRA4sQFhYGHPnzmXPnj1s2rSJ2bNn/4G1O7XUltTx5TPfYjAaGHLeINmUA0mS+OzZH2htttFnZBq+CguWb/3pECW5VSSmxeCjYFfY1NjK5lVHiI0PV10Ie8O6owQE+pHYLVJRt/9QMS6XwLBBSfgopFnY7C5yCqsZ0q8rkSqpKOW1TXSLi6B3UsdJcL/EYndg8jVy7hDl4QM/oxEJuGBob3wMyscdGxrMiNREokOU69gvIZZgky+Dk5T9jSf2TsEliAxUaT0PSY6nS1gwcaHKKT2RwQGM75Ok2nVuNOi5cERvREnCYle2fRzdP5nQIH/KVCwDE+PCSU2KIjNf2TwiwN+XoYO6UVLWQGm5vJWkTge9enVBFCU2rlde4SY0LJDgEH9++m6PopOTf5CJqLgwdq87SmGW/AtDcFggKf27UlVcy+L31iqU58/wC4bisDp4/8GPcapYaP5ZOF1m/1u2bKFnz55ceeWVGI1GJk+ezMCBA1m1apVi+uaSJUu46667CA4OJjk5meuvv54ff/zxxHc33XQTMTExREdHc9ddd7X7bvbs2aSkpBAcHMyDDz7IkiVLEASBZcuWMXXqVAYNGoTJZOKxxx5j69atqq3YM2YW8Z8NSZLYvXwf979/F4OnDlTM58vee4y+o9L4yxs3ERgin5/otLsozCzn2c/vplsPZdu+nRuzuOkv5zLh/P6KY6B1tS0EBvrx8pxrCVKxDMwrqObfT86iV5pyAMktrObS8wZx/ayRXuUnPnP7NEx+8i8V0Gak/9ClE4iPVG4R+xoNDO0ezzkqXckACREhzBqubL0IMLBbHFP6paq6TcWEBDE6rStpscrOSzqdjmvGDcLuxQSc6ycNpbRe3XloRK+uXDVpkKqvcmxEMP++YzordijbFfqbfPjXfRfw6sfrabbYCAnyfF0aDHpuvHosKUlRHEwvoVui55c0nU7HOef2o2//BL7+YgeCIMqOpfcbmsQL825h+Te7Oby3kCGjUz3qouPD+PvbN5Cxu4Dd646S0sezRaXR18hN/7qMi247hzWfb6W2vIHoBM9uWxOvGsfomSPYsXg3+1YdZOylozzq/kycriXnRFHskEWi1+vZvn27x/TNNWvW0NTURH19fbt5OikpKXz55ZcAFBQUdPiusLAQSZIoKCjgvPPOa/ed1WqlurqagoIChgwZcuK78PBwQkNDKSwsJCpK/n7WAuwfhE6nY8a9073S9h6RSp+R6hO7jD4GbnnCu/HpqTMGe2UiERTkx/0PTfOqzGsuH0WQFyYSSQkRDOqT6FWZ91w+jlCZh/cvGdW7G7Hh6m41Op2Oh2aM9yqwXzqiHwkR6naF3SLDmDmkj6oO4N6po1VbnNDW2q1pVp8x6+/rwz3TRnu17xunDqNRxewfICU+kqvOG6Kq8/Ux8rc7zlWdxAQwYUxP1QUbAGLjwvjLw9MVAyyAr6+Ry24cJzsOexydTseA0an0G9ld1c0pKj6ca/8+U3XM3dffl8nXKK8q9WdCPE0doePHj+fVV19l1apVTJ06lZ07d7Jz504GDx4sm75ps7Vd3/7+/h2+A7DZbO229ff3RxRFnE6nx++Ob/Pr745/f3x/cpxxXcQaHfHWhcZbVxvw3qHJW/cdwKvgCr/NdSnKS5cib4LrcbqEh3il8ya4Qtvv463WW51Br6dLmHfH5O3xGAx6r8+ntzqjwUCwyvj4cby9PgwGPb5eXp/eXsd6vc7r+0hzfTozSE5O5o033uDdd99l/PjxLFmyhOnTp2M0GmXTN48HwV96JfwytdNkMrXb1mazYTQa8fPz8/gdQGBgoEf/BZvNppoyqgVYDQ0NDY3fjSDpTuojh8VioUuXLixdupTdu3fz2muvUVRUxMyZM2XTN8PCwoiMjKSwsLDdd6mpbcMIqampHb7r3r37ie9+6RJYWFhISEgIMTExHbZraGigqanpRLlyaAFWQ0NDQ+N3c7pmEZvNZq6++mqOHj2K0+nkyy+/pLKykvPPP18xfXPmzJm89dZbmM1mioqK+OKLL5g1a9aJ7z7++GOqqqqoq6vjgw8+aPfdt99+S15eHhaLhTfffJMZM2ag1+uZMWMGa9asYd++fTgcDubMmcPEiRMJD1fOljhjVtM5VfyZV9M5k/B29RJRlFSNJqAt1cSbsUuHy42fQp7ucaxOJwG+6t3fTXY7oSb1LtBGm41wf+WxYlGSaLLbvdJZnE5C/JS7VCVJwuZyeXUc3p4Xb8+zt7/bn30VmzOF07mazl8OXHdS27819EvZ75YsWcLcuXMxm83069ePp556ih49emA2m3n66afZuXMnAQEB3H///ScyTOx2Oy+88AJr165Fp9Nx4403nlhERhAE3nzzTRYtWoTL5eLiiy/miSeewPD/GQULFizg008/pbm5mUmTJvHcc8+dGItdsWIFc+fOpba2luHDh/Piiy8SGamcWaEF2DMIW4udbYv3ct4NyhMo7FYHK77YwSW3T0KvMHPVYXexcP5Wrr5DeW1Yp9PNJx9t5qZbJ2JSSAFyuQXe/GgDd984kcAA+Ye/WxB5Yf4aHrnuHIIUdIIg8o/PVvHPa6YS5C+vEyWJRz5fzgtXTSPATz6YiJLEfV8t5Y2rLsLPKB9MJEnitu8W89GVl6BXePhLksQdPyzho8svkdUc544flzDv0lmKGrcocv+y5bw/a6airtnh4Kk163njYuVlwKqaW3hjy05emnG+oq64vpFPdxzg6YunKuryq+pZtCeDv8+cpKjLLatlxd5sHrpU+TrNL61l3e4c7p49XlFXVFrHxu253HzVGMVgXF7ewJaNWVx93VhFXV1NM5tXpnPpDeMUXwJazFY2Ld7HRTeMV5y/4HS42PjNDs69bjwGL1f5OdM4WwPs2Y7WRXwG4LA5KThSwos3vE2Ywo3gsDmpLmvg5fsXkNg9Rja42qxOWpqs/PfJ7+neO042uDodbqxWJ2+8upLefeMVg2uLxc67n2xiQO8ExeDa3Grns+V7GNgjXjG4mlttLN6ZwcCULorBtdFiZUNGPv0SYxWDa4vdwa6CEnrFRikGV0EU2V9WQUpEuGJwBShoaCTSC9/rJrsdo0GvajGoAwRRwupSnnUb4udHi9NJk8qiFnEhwTTYbFQ1K79UJkWG02C1kVdTr6hLi4vE3Gojq7wGq0M+nadHQhQtNgcHj5VjbpWfRZmaGEWr3cmmfXk0t8ofS1JiJE6nm2Vr0hVnGsfHh+MWRL74bBtWBV1kdDCiKPHhKytwOt3YZVKTgkL9EQWJuX/7BqvFjkNGZ/Qx4HK4efnm92ioNMvq/qwI6E7q05nRAuwfTMb2HF65+V2+emExf3n7FkZMH+xR19zYyisPfM47T37HLY9fzMhz+3nUSZLEey8u59V/LOLS68cydop8HueqlYf51xPfMWpsGpMmy6eZ5BfV8Ni/vycyIojzJ8uX53ILPP7mUgrL65k5cYCsDuDtJdtZsjOT84b2VNStOZLHGyu3M0DFnKGwrpGnl23A12hUTLOQJPjrstVUt1iwu5RTPJ7fuJmc2jrKm5WN6N/ZtYe8unr2lCkb6n97JIP8hgaWZikb/u8uLaOsqYn3dik7OVU2t9Bsd/CPlesUdQ63G38fH+79aqnqMffrGstfv1xBVkWtrEan03HZuP68+M0Glu2Ud1PS6XTcM3s83609yJwvNirqbr9uPBk5FfzjxcW0Wj0HT51Ox/U3jgcd/OPx7ziSXiKru+KWCaT1jec/D37Jki93yupm3TaJSbOG8vJ9nzH3b98geLCS1Ov1zLhzKlc8chGv3z2PV255j5pS5ZeVPxOnawy2M6AF2D8Qc00T7z2ygIL0Ei574AKiZZLwJUnis5eXk3e4hEHjetJVwURiz5ZcDu46hsnfl5Re8kHJYrGz9Mf92O0uuqk4NC1ZdZhmi52YSOVupj1HiymtNtM1Ngy3gg2h0+Vmb24piVGhBKgYSORV1RMe6E9qrHIdG1qtgMSkninKY366tq7aKWndMamMSUYGBNA/LoaEEOU0mD4xba3mEYkJirpJKck4BYH+scomIMMS4gn391dtPXcJCWZwfBxulZazn9HIxB7JuASB+lZl28ehyfHodDryKpUdasKDAggNNLEnt1RR53QJxEYGsz+rlMo6hRcVHcTHhlJe1ciaTcpBu1evLpgbW/n6i52KC1kMHJGC3epk5ff7KC+WP54Bo9OIjAslY/cxfvp8u6yux9AUJlw+itx9Bbzz4Kder8TT2dHWg5VHG4P9gxBFkcVvrSYsNpSR0wcRpGAZeHhHHhm78ply+Qi6JMm7hthaHcx/Yw3jzu3HoJHKgWbxD/vQ6WD6hYPwUwhyVbXNfPL1dm69Zhyx0cqB5o2vNjF2YAoj+ycp6vbllrIzq5h7Z4xVXfnm71+v5JELJxCrYhu46EAGAb6+XNBfuUUsShJ/+WE5b102Q7WL+NUt27m0Xx9SIz27+hynoKGBJVnZPDxurKIO4OEVK3ll2vmqNo2rc/NwuAVm9u2tqGtxOPjPmo3892J105K3NuxkUs8UBiYq9wZklFax6nAuj82YqLxvm4MXvl7PX6+YTESw/MuAJEks25KBzeHiqvOHKpaZW1DNd0v28ff7pysuFmE2W/lx0V769Utg5Gh5Exa3S2DH+kyOZVdy84Pnyd4TkiSRf6SUzUsOcOEN44hPjpYts66igZ1L9xMcHsTkq8YoHs+Zwukcg719380ntf1Hwz89JfU4E9EC7FmAtzMx3W5BdkWcX+NwuBQD63EsrQ4CA3xV9y9JEk0WO2EyixX8ktqmVqJCAlTLFESRupZWYkPVHw5ljU0khqubOEiSRKm5iW7hYaraosZGklWm4UNb0C5taiIpTL3MwsZGUrwoUxBFyptb6BamfkwljWavjsctiNRaWunixfmsNLd4ZXThFkSarXbFAHscc4vNq+tDEEScLgF/hTkBx/H2OhZFCSTJKzOWzjjzWQuwfwxagNXQ0NDo5JzOAHvL3ltOavtPRqivgX22onkRa2hoaGj8bjr7OOrJoAVYDQ0NDY3fTWefCXwyaAFWQ0NDQ+N3I3byXNaTQWvb/4+wy+T2/ZoWs3IaxXHqqtXXAAUoLalXXX4L2mZvuj3kAP6a9LwKbA715cl25hTTbFU2SgBYn3UMs1V9CbWlR7NVjRcAvspIp9WlbgTw4ZF9quktAG8f2a2qAXgrY5eqxiUKvJepnNsKYHbY+DznsKqusrWFxceU120FKG4ys6YgX1VXUN/A9iLPuaXtdLUNHCqRX8D8OCW1jWSV1ajqqhtaKChXzyttarFRVtmoqrPbXVRXqd8foiDSUKuc43wcb+9Lb+9zjT8HWoA9jYiiiLXZxoKnv2P+E18p6pwOF9+9uZoPn/peNiCKgogoiCz+fDsf/XcFbpfngCgIIpIksXL5IT6bvxm7wnqdLrfAhm3ZfLloNw6FvD6ny82O9EK+WXtAMWDbnW4OHCvnhx0ZinmmrQ4nmRU1LD+cTbBJ3smp1enkWH0Da/PyCVbw5nWLIvkN9WwvKyHQR9mbt6jZzIGaSowqC6RXWy0crqtS1AC0upwcqKtAVHmRMej07K4pw+ZWfkEJ9vVjXdkxmpzKLxSRpgB+yM+i0a78ghITEMiXGenUWZWDRHRQIB/v2U91i0XxN44I9OfdTbupt1ixOeWPJcDPl7eWb6eioVl18fi5326hoLwep4IRRqvVwdx568nMrcSl8DLYZG5l7pyVHNxfdOJe8ERjvYU3nvqBnevb8m5FwfMLV2uzjVfv+5QN3+9BFEVEmRczt9PNy9e9yYoP1+F2CbK6zoZmNCGPNov4NLFj8V6OHSoie08+F915LmNmDfc49b+yqJZl8zdTUVDDxFnDmHz5CI8WiE6nm/mvraSxzkK/oUnMuHq0bMrBgk+20FBvITwiiOtuHCeburPnYCGrNhwlIMCXB26fgq9MQKxvauWVzzdg0Ov4563nE2DyHMAkSeJfX67B3Grj+eunE6qwTuhb63eyt7CMl2dPV0wHWZubz9xtO3lg/BjO7ymf71ja3MTNS3/kvO6p/HX0OAwKwXPajwtICAph7qQLCPaVD9p3bVpKqaWJtyfOoHuIfGrNCwc3s7osn2eHT2Vil2RZ3ee5h/ggex/39xvF1anyTldbKop4eu9GZiT15NHB42R1hU2NPLR5JUkhYbw5Wd63uNXp5G8b1lDS3MTSK65VzAV9d+ceVmbn8s6lF5OkkPqzp7CMOWu2ccOYIVw0sJesrqCqnlcXb6FnfDQPzZT3JK5uaOGFT9cREeLPP245X3bBgcYmK/99dzUmPx9uv3Y88XGe62ix2Hn3zTX4+hoZMiyFSed4diqz25x8/tZaBEHEz+TDzQ9N83h+nHYXP36wnqKsCiJiQ7nusYsICO54fbscLlZ+tIH9qw+T1C+Rc64ZT8rAbrLH/b/idM4ivmrn3Se1/bdj3j9FNTnz0Fqwp4H0zZl88MhnbP1+Fw++fwdjLxnh8aZtMVuZ88DnbFt2kOk3jGfKFaNk/YW/eHsd29ceJSo2hIuvHSMbXNMPl7By+SFKi+u54qpRssHVZnfx8VfbOZpbwcxpg2SDK8DXaw5wtKCKwT0T8VfIOTxUWMGevFJCA034KuTjugWRDdnHQAd2t3LL5kB5JaIE8SHKD4jS5iZsbhej4hMVgytAi8vJ6LhExeAKEOLrR1popGJwBegVFoVRp2d0TFdF3cQuyTgENwPCYxR1o2ITCfLxJdRXeRWf5JAw0sIiaHEqd0sG+voyKDaOOquVBpt8a1en05EaGYHF4eRAuVoXsITN6WJ91jFFVZDJD5dbYM2hXOpb5FvQkaGBJEaHsjezlLW7c2R14aEBnDuhD4ePlvHh51tlW6dBQSZuuHkihw4W89nHm6iRGVIx+fty80PTqCxpYMOyQ2xcfsijztfkw1UPTie5TwJblx7gncc92yr6+Pkw875pXPHXmWz8ajv/veltqgrVu8nPZrQWrDxaC/YUU1NSx5K3VtJ9UDJ9x/YkLiXGY3B1uwQWvrUGP38fBk3oRUrfBNngum9rDvu25TL6nD70H5Yia97f0mLj/bfXMXhoMuMm9CRAwWz/2yV7sdqcXHTuQGKi5INXWY2Zd7/fxg0XjqBPsrLF34vfb2RQchemD+2luIrJ7oJS1mbm88j541SXWvvL4uU8MnEcKRHKQe7bzAz0Oh1X9PHs0XwcQRS5Y/1SPpw6U7WL+OWDW7kkuQ+9wuXdswDym+r5oSiTvw1SXl0G4N5ty5g79kJ89MqGIMuKcnCLIpd2l/eIBmiw23h610beUmjBQlvr9PntW5jRoyeDY7soancWl7Ihv4B/TFVeVaem2cJzyzfyr4unEB0s70TmcLn5avNBDAY9N54zTLGOO9KLWL7tKE/fPg2TwstcYUkdS1YdYvigZMaPku/ZaKi3sGljJlUVZu6+71zZF1Nbq4MDO/LYvz2PWTeMJSnV87XucrrJOVDEoa05RCeEM+1az+5doiBSfLSMzJ051JU1cMXfZhLghcnG6eJ0tmCv2HHPSW2/cOx7p6gmZx5agP2D+C1uMaIgeuVA43K58fFizU9JkrDbXfj7e7EeqsVOSKCfuuuSINLkpaNPVVMLsSFBqmU6BYFGq43YYGWbRIAis5lkL5yUXIJApdVCt2B1h6RjTQ2khirbJAIIkkhxi5nuIera/OYG0rzQCZJIaUsTySqtZ4CCpka6h6rr3KJIpaWFriHqx15qbqKrFy5SbkGk0WpTDLDHqWtuJSpEXecWROxOl+IqS8ex2pwEeHEdi6KEKIpeOZ15e7+dTZzOAHv5jntPavtFY989RTU589ACrIaGhkYn53QG2Eu333dS2/847p1TVJMzDy0PVkNDQ0Pjd9PZx1FPBi3AamhoaGj8brQAK0/nGmjQ0NDQ0NA4Q9ACrAaAV25P0DaZyRscKuk3x2l1Or3at9lh90pXa2/1Sldha1I1hgAotjZ4VV5hq/IC5dA2canIqu5Y5BTdlNvUnYicokC13aKqc4kCjQ51tyyXIGBxqrtguQTBq9/XLYheuWUJorwZxC/pZNNFOg1amo48WoA9CQoOF7H6o3WqupKcCr6ds0L1AVFeVMdHLy5DcCs/lKorzbz58k/YrPIPQ0mSqK1v4cXXV9DULJ9/KEkSDU1Wnnp/BTWN8g9rUZQwt9r4+4IVlNfLP/zdokiL3cFj36+krFFe53C7sbpcPLJyFRUt8hPTJEnC7LDz0OaV1NqUnYgaHFYe2b2SFhWrxHqHlb8fXoEgKZ/nRqeVf2etUp3tbHU7eSlvjWrAFiWJV/LWYnUr188muHgldx1ml3JQrLa38HLWRsxOZV1+cwPPH95Ms0q+7OG6ap7buxmrS9lpal95Bc9v2oLD7Va8pncVlvLSys24ReVAuzu3lP/+uBmXW2hbt1WG/VmlzP1qE3an8n4zsyt47+ONWG3KL28lhbV89PY6LC3KjlkNNc18+t8VNDUov8zYWx18+dJSGlRsTEVRZNGrS6gtUX8pOxsQ0Z3UpzOjjcH+RjZ+uYWILuGs+mgdfv6+zHpwhkddUWYZxVkVHN2Zh81i57K/eHaIaW22sWnZIeqrmygvrOWqe6diMHZ875EkiaXf70UUJQ7vL+L62ybiH+A5PWHTthzqGy3s3lfIbTeMJzTEc+pMaVUjK7ZnkllYxZ2XjiUm3HM6jNPl5q2fdlBQ3cDt540gIVI+feOdjbvIr63n2pGDFBdAX56Ty085OVw/eBAJISGyuqyGWh7fvo6re/UnJkA+xcMuuLl643cMiozDz6CcivHQwSUIkkSj00aMST4F6JW89dQ4LGQ2V9E3JE5W92HxNgqtdWypz2NyVE9Z3Tfl+8i1VLO2NotZXQbJ6vY2lnC0pYqFZYe4I2WMrM7icpDVXMPc3G083f88WV2cfxAV1mYe27uSD8ddIqsbFtOFZQXZ3LTmBz49/1JZy8kx3bqSXlXFXUuW8ei4sQyI85wzOj4tibLGJp74YTXDkxO4avhAj7qxvZNoaLHyzy9XkxQdzr0Xej7m4X270WSx8893ltOjWzTXXziCQA8pOn17x9NgbuWZF5cwZFASI4Ykk9a9o7lH1+QoBg5N4sV/LWLqBQNxuwTOnzG4gy48OpiBo9OY89dvGT65N3q9nulXjepwn/oF+NJvTA/efvhz0gYlEZ0YwYjzBxAW3f761ul0pA3tzgcPzieqayQDz+lPeGwYfcbKO2KdyXT2VujJoAVYL5EkiWVvreCb5xeRNrQ7d829lYSe8R61xw6X8N875yFJ8PA7N9N7RKpHna3VwauPfsOxzHKuf2gaNzzsOQgD/PD1Ln74ZjdDR3bnXy9egUEmTy+/oIYPPt1MgL8v//3PFUSEew5KTpebVxasp6iigX/efj79UuXNB77eepjVB3OZMaIPg1M8HzNAXnUdPx7KJC06kv7x8qYUoiSxMOMoZpuNaIWgCbChrJA6uxU/g/KlmttUR4PTRp/QaFVtld3ClJhUxeAK4Kc30tU/jD7BygYbaYHRGHUGxoSnKOomRKYxr3g7fYKVjR7GRCTjr/chyKic35kWHEWCfwh1jlZFXbCPH8nB4awrP4bN7cLf6NnAQZAkQv1MFLc0saOylPO6eb5uAZLCwvjycDrfZWTIBlhoC7Jf700nu7qOC/v3kvWdPn9ITzYeOcbi3UcZmNKF8X2SPeqmjuxJTUMLX63aT3OrncdumOLxnhk/ugfRUcE8/cISNm7N5uVnZhMe1v5FU6fTMXJsD/oN7Mozf/uWyvJGwiODGDEmrYNu6ISeDBydyoI5q9i09CBlBTXc8Y+Z7QxVdDodgyf1YeCEXmxfsp+P/rmQtV9u5/H5dxLxC0tHnU7HoCkDGHhOf7J35vLOfR/SUt/CXz64h+EXDJE9l2cqWoCVR8uD9ZIdP+zi0IYjxKd1oWufRIaeP8jjjV1RUMOiN1cT0y2SpD7xDBjXi8CQjg4uToebr95ai+ASSBuQSN+hSUTHezYL2Lklh60bsxgwuBv9B3cjsVukx303mq28+cE60rrHMGpYd1JTomUD9mfL9lBrtnDuyJ4M7JEg67xUVNPInCVbmDWqH5P6dZf1iAV4etl6ukeFc8WwAQT4yrvw7CgpZXFmJo+NH09MkHyAlSSJuzYs476BIxkULd+CBPim4AhWt5Nbe8o7BUHbOOgde77nveGXqQbi1/M3MT22j2qALWitY0nVYR5OnaqoA3gk43te6XcZRp3y6MyyygwALu7SX1FXbbfwQuZ65g6dpahziyJPHVzPlcn9GRypHOBXFOayp7qcZ0afo6jLqavjla3beOG8c4kNkn9ZqbO08tnOg4QFmLht3HBZXavdyaoDOWzNLOT566cTKON57XS52X2kmHV7cpk8PI1zhvfwqHO7BY5mV7BnfyHNLXYeuHsqPh6MJgRBpCCviiOHSsjJrODKG8aS2sPz9VaSV032oRLyM0rpmhbLjOvHerzH6ivNHN2ZR3FWOfZWB1f/bQbBYR2vdafNyb6VByjPq6SqoJppt59LzxHyzlS/l9OZB3vepodPavu1k18/RTU589AC7B/E6XBycjjd+Pmqd0qIooTd6ZI17f8ljRYrYYH+qnV1uN1YnS7CA9Tt4Mqbm4kPDlYf23S5sLicil3DxylsaSQlWN3NyC64aHDaiPeX75Y+UWZrPSmBkao6QRIps5lJClB3aCqy1pMccGrLLLA00D1IXecWRSqszXQLClPVFjeb6RYcqvobuUWROquVOIUAe5yaZgvRwYFeuYK1OpyEBCh7MQNYrA6CFCxBjyOKEoIg4iNjM9pO+xucnH7LffxHcjoD7NSNj5zU9uvPmXOKanLmoQVYDQ0NjU7O6Qyw52x49KS23zjltVNUkzMPbQxWQ0NDQ+N3I2ljsLJoaToaGhoaGhqnAa0Fq6GhoaHxu+nsuawngxZgNTQ0NDR+N1qajjxaF/FJIEkSjVVmr7TVJeoWeQBF+dVeWcLlZFfidguquiM55djs6vZ3+/LKaGhRdkoC2JZXTKVZ2XkJYF3+MYrNZsWyBFFkaUE2xS3KOofg5puiw1RYmxV1FreDBaW7aXAq54WaXa18Vr4Ju6jsWNTgauazypWqv0eLu5Wvqn9CkJR/D4foZGHNaixu5fPc6GphSe1WGlzKx1tqr+en2gOYXcrHm9VSxZqaLCxuZSenffVlbKkpxCEo2yDuqCxlf00FgooN4u7SMjKqa1TP3+HSSnKr1V2N8srrKKhSv48qa5oorWxU1ZnNrZSXNajq7DYnlaXqOlEUqS717j739rlxNiBJupP6dGa0FuxvpOBwMUHhgWRszWbr9ztJHZzC9U/P7qBraWylsriOhupm1n+3i5jECG5/5rIOU/pFQeTw3kKMRj3Lv91DWGQgtz08DV+/jnmku3fnExUVzHff7SY4yERC4kSCgjqmHRSV1VPT0MKGnTn4+hjpFh+Bv4eMh1a7k02Hj5FZUo1bFLl3xliPxyxJEt/uPUJNs4UGq43BXcfLnp8fM7Moa26m2mJhXFI3WV1GfQ3zsw5g0Om5IMlzHiNAi8vBg/uWEe7nz5VJnp2AjvN45mKcopsr4ocq6t4tWU1OawXnRPSnm3+UrG5RzSZ2Nh1lcFAPBgXL5yb+VL+FjY17SDElMiZU3qFped1mVtZvI94vhnGh8oYC+1qy+bZ6A/56P86PHCmrq3M280nZRhqcLdyQMElWF+UbyL9zfmK/uYQnek6T1fUOiea+fUtZUpbJq0MulE0/6RMexSPbVhPtH8CTwycS5uc5naZ7RDj/WreenlFRTE3tzqA4z7ml0cGBvLxyC+N7JGHUG7h0aF+POpOvkTeXbGNAchciQwK4YHhvj/nbbkHkw2+2kZQQQe/UOAb0jCc0uGP6mNXq5NNPtxIREciUqf3Q6aBnz445wpZmG5+/s56AID8uvnoU9TUtDB3b8Xpobbbz+Ss/YTDqmXbNGERRotfQZHx+lTrndgnMf+Ir3G6RKdeOI7prFMGRQUR2UU8zOxPRWrDyaAH2N7Bt0W4+fvxLYrpFM+mqMTzy8T0ER3TM/6sorGXOgwuwWhxMuXwE9750FeHRHfMunU4377/0E/u35zH+/P7c9sg0YrqEedz3hg2ZzPtwIz17xXHbbZPo1s1zYKioaeLpN39CFCWevGcafVI9P9QEQeSlbzewN7eM+2eOZcYozw81gOXpOXyweQ8jUxJ58fJp6GUevFUtLby7Zy++ej2fzb4Mfx/PZhOSJPFW+m4O1Fby6rjz8VGwNvypPJsjTdVckyQfuAAq7E2kN5dzTlRP2fodp9hWS5J/NAkm5dxRg05PjG8Y/YOUHZqSTPH46IwMC5Y/hwCjQwexrH4TKaZERd3IkD58U70eo045ZzM1IJZwn0AqHWZFnV6nJ8RoYnvDMQRJxCBjcmHQ6Qn1MbGlpohDjZUMifDs2hVu8mdsl658eHQ/XQKDeXiwZ2vD6MBA7hs1inuXLWdPWTmfXX4pfsaOj5z4sBCev+x87vl8MZVNLfSMjaRfQkdzj67RYbx064W8s3QHX208SHWjhVunjeio6xLOfx6awaY9ecyZv57khEiefXgGgf7t82Xj48N58h8zyThSxrvvrKOpycrjT1xM797tjzsqNpS/vXQF+VkVfDNvM0cPlTDrmtFcdtO4di8hwWEBPPbWjZQdq2bNVzvZvuIQ3fsl8sCr1xL8Cxcpo4+BRz+5l5qSOjZ+vZ0FTy9EFEQefP8Oesq4vmmcnWh5sF4gSRJbv9/NziV7CY0OofugJM67aZLHN/zSvCq+eWM1/kF+RCeEM+OWiQR6eHu225x8/u4GzPUW4rtFMOacPnTv5dlhZ/PmLNatzSApOZo+feIZO7aHx33XNrQwZ/4GoiOC6JvWhfHDU2WT8Oet3E1BZT0jenVlTJ8kukR4Nl7Ir67nxZWbmdgjmal9U2X9hSVJ4sm16wj39+eK/v1ICZd/G99eWcJn2Yf5y8CRDIiUd0mSJIm79vzI1UmDmBKn/OBZXHmYKkczdyaNVwywgiTyt5zPebbH1QQYlA0KPq9czZjQfqQFKAfEKkcd6xt3cV2cZ1/qXzKn5DMe6noDehUnpw0N+zHqjEwMV36xqHQ08mHpOp5Ou0JRZxNcPJuzgusSR9AvRN7uUpBEvio6zLGWBp4ZKO9MJUkSm8qLmJd5gNfGnU+XQM95lpIkcbiqim+PZJASHs6dIzw7OUmSRHZVLesyj5FZUcNLs6cR6qnbhbau4t3ZJezJKWXG6D6cP9Sz/3N1fQs7DxSQmV8JOh2P3joFPw8OY263wLp1Ryk4Vk1lpZnrrh/XIcge58DOfNL3FlJR2kCfgV2Zde1oj6YUVSV1rPt2N/VVZgxGA9f/9SLCojqeI5fDxZK3V1FTXEdLYysX33s+fcfI+1n/Xk5nHuzo1U+c1Pa7pr14impy5nHWBNiPP/6Y119/HZ9ftIrmzZvH8OHtb9jOaDQhiiJ6/alzchIEEYfbTYCfupNTQ6uV8AB1Jyery4VLEAg1qbvvlFmaSQhUd3KyuBw4RYEIP8+LFfySUlsjXf3Vu9hsghOr4CDSV/2BU+mop4ufuuuSKInUuRqJ8VXXVjvrifVCJ0oiNU4zcX7qDk3l9gbV1ji0Bc8qezMJ/mGq2jJrE/H+Iaq9AW5RpNbWKhtgf0m1xUJ0YKBqmYIoYrE7CfXCyanF5iDY3zsnJ7cg4OvjjdOZd/fb2cTpDLAjVz15Utvvmf7CKarJmcdZE2AfffRR+vbty2233aao64wBVkNDQ+NkOJ0BdsTKkwuwey/ovAH2rHlNy8rKok+fPn90NTQ0NDQ0foG2Hqw8Z0WAtdlsFBYWsmDBAsaNG8cFF1zA999//0dXS0NDQ0NDQ5azYhZxXV0dw4YN45prruHNN98kPT2du+++m+joaCZNkk9P0NDQ0NA4vXT2XNaT4awIsF27duWLL7448e/hw4cza9Ys1q9frwVYDQ0NjT8QLQ9WnrOii/jo0aN8+OGH7f7mcDjw9VWfBftnR5Ikr5yhJElC9EIniCJuQdnBB8ApCLgEZWcjSZJodTtxi8o6QRJpclkRJOX92gUHja4W1eNtcjdjdptVdQ3uGszuOlWdQ7TS5IVOlESa3XU4RGUnJ0FyU++qpkUwq+gE6l0NWAWbos4pumhxW7GLyo5erW4HDsGlep4tLgeCJKoer9Xl8urac6pcJ8dRc446zlkyb7PTIEkn9+nMnBUBNiAggLfffptVq1YhiiI7d+7kp59+4tJLL/2f18VibqWpvgVzbTPrvtzG/H9951EnCiKVxXW0NtvYuOQAr//tW0SZwFRSVIfD4WLL+kxe+NcirK2eLe3KKhpptTrYtiuPp15cQk2tZys9q91JUWUDuzKK+Ps7yyis9GzzJkkSh4oq2F9YzkMLlpNTUSt73FsLi8moqub+H5eTWVMjqztmbmBpQTZ3b1hGdqO8/Z3F7eTt3J3ct3cJxyzyNnSSJPF6wVoez1pEhd0sqwP4omoNLxZ9jtltUdRtb97Oi6Uvk28/pqjLth3gnap/kG7dqag7ZN3Ap3X/IMe+R1G307KEj2sfp9yZp6jb0PQD71X/i1pXhaJue/MOXi57hXx7vqKuwFbBvwrmsaXxkKLuSEsZ/8xZzPySbYq6HXUlPHpgBR/m71EMZutLC3hk62p+yM+kyWGX1a3OyePxFWs4VFFJTq38NbMmPY9/fbeGgpoGDhbJn5stB4/x3Pw1ZBdXk1NcIxuYD6QX8/LclRzJLKOmtpkWi+c6HsutYs7zSzm4txBBECkp8lzHukozcx//jr0bs3A63JQXer6fnHYnbz34KTuXH8BmsVNTUofbqWxPqXF2clZ0EaekpPDGG2/w+uuv8/jjjxMbG8uLL75Iv379/qf1OLojlw/+/hVh0cH4B/kzYtpALntgegddY20L7/97MXVVZkIjghg5pQ+3/P2iDgnpoiDy3Rc72Lgmg+jYEEaO7cE9D08nILBjXt+hIyXMeXct0VHBDB+czIN3TyUyvKOLVGOLlWfmraK+2crEwan89bopRHvQSZLEu2t3sfxAFhP7pPDkJZOJDfU8lX9vaRlPrV5Pj6hInj7vHBJCPZtSNDsd/HXbGmptrXww5WL6RsZ41AHMzd7O4rJM7kobSa+QaFndbnMhK2qOMCw0iRiF3FWb4GBrUzqRPiHYRAfhyGuLHcWEG8OJ85E3uYC2lmSYIYo+/srWi1HGRAwYSTUNVtT1Mo1kl2Up0T7yFpIAwwIncaB1C4Kk/NDtbkrBR+dDsb2YgYEDZHVuSaBVsLOh8YCi9WLPwDgq7U0cbi5lRuxAupjCPOrOjUtjXVU+Hx3bR6RfILO79feou7h7Lww6Hc/s3sSmsiJenzgdg4f80ov79iYlIpynVq/HLYq8e9nFJIZ2NDS5YHAvUmMjeXfNTo6WVfPA9HFcMLhXB92koWl0jQvn+/WH2Z9TyqAeCTx27eQOObBDByYRFRHEynUZpB8tQ6eDxx+6kMT49vnUqT3juOrG8Wxam8H3X+6gqrKJm+6czMSp7Z27orqEceU9U9i++ghLP9tGU4OFQWPSuP7h6fiZfs7f9zX5MvuhC9mz6jCv3Po+NosdHz8f7nn1euJTla/JMxFtDFaesyYP1ltOl5PTpu92sf6r7Rh9jfQf15PLH7zAo1FCYXYlX85djcvhJiI2hDv/OQt/DwGz1WJnwbzNFBfUEhLqzxXXj6GHB/cYSZJYtzmLZasOEx4WwPDBycyYNtDjvivqmvjvFxsx6HUkd4ng5otGenRyEiWJ99fu4mBxBT3jopg+qBcDunm2VMyqruU/6zbSJyaa4V0TmNYzzeNDUhBFHt++DkESmZKYwsTEZEJ8PRsA7Kwt4d28Xczu1p9pXXpgMni2VBQkkb9mLmRMeCqz4gbjq5d/H9zYeIACWwXXx52Pn15+6ECURN6pfI9bYm8iyNDxxeOXbG5aSqqpP4l+3RV1zUI9B1rXMjnkakUdwLLGd5kRdo+qycYBy1b89QH0CRimqKtwVrCmcR03x96oqGt0tfBe+Y9cE3seKf6eHcMAmlw2virfRavg5LFUed/iRqeNJWWZrKzI5bWhF5IY4Nnhq7rVwoayQjaUFjI0pgv3DOxobQhgdTpZlpXDwfJKaiytvHLRNKICPRuMbDx6jG05ReRX13PV6IFcOKS3R11ZjZmv1xygrLaJiJAAHr12MkEeTClcboEvvtvFscIarDYnN18zjoH9PLt3bd+UzYbVR2hutjFqXA8uuXIkRmNHS8vqsgbmv/QTVoudiJgQbnrsAiJiOr6Yul0C8574mqrCWnR6HZc/dAEDxnV8aThZTmce7IClT5/U9kdm/vsU1eTMQwuwZzjHfx61BzKA0+X2yqnGJQiIooSfF9pGq40wf5MXrktt43tBPurj4pW2ZuJM6k5OLW47OiDIqO7oU+NsJMZX3cnJITpwS24CDYGq2mZ3IyFG9TIlScIimgk2qGtbhEavdJIk0SKYvdp/o7uRcC90oiTS4GomyjdMVVvjaCbSN0jWt/g4giRS57ASa1J+WQGos1kJ8zNhVHFJEkQRi9PplStYq8NJgK+P6rUkSRJuQcTHQzD8NaIoeVxE4GzmdAbYfkueOantj846ue3PZLQAq6GhodHJOZ0Btu/iZ05q+8xLTm77M5mzYpKThoaGhobG2cZZMclJQ0NDQ+PMRJvkJI8WYDU0NDQ0fjdagJVHC7AaGhoaGr+bTjWJ5xSjBViNMx5JkryaRQ3gltwYdcqXtSRJSEiqi56fDYiSgF6nPjPWm/MCv+1ca2iA1oJV4ux/wpwiHFYHgrvNss1msVGWXe5RJ0kStv93fLFbHRxLL5Ets7WlTeewu8jYVyTretPS0mZ153S4ObC/EKeMq4vT5abV5sDlEtibXkyzxbNFniRJ1Da14nIL7MwspqpRfmZ1ubkZtyiyNa+IovpGWV2ttZUGm5UNRQXk1Mu77bhEgfSGKlaV5ZHRWC2rA9hQm8OK6gyyW6oUdZvMB1lUs4lyh7zTFECeLZvPa+bR5DYr6mrc+axrfgOXJO8uBNDoziHDOg+HqFxei5BHkf0L7KK8wxWARSjkmP0jHKK8cxVAs1DC/tZXcUnKlopN7ipWmF/EqWK9WGwv4JPqdzG75X9fgAMtuXxTvZ58a5miblNdLvvNJWyqy1XUbagoYH9dBQfqKxQdn7aXlnCoupLS5ibsbnlzjYMlFaSXVeEWRSqb5K/pnNIaMoqqkCSJuqZWWV1pZSOZ+ZWIooS52SZbx/p6C9lZFYiCiNPpxm7zbDlptdjJPVKG4G5zjjp+//8aURDJPViE29X2vLG2yFtdFh0pxuVwAWBvdci6wWmcmfzpW7CSJLF76V6+feEHhp4/iPwDBRiMBkZcOJTE3gnttGV5VXz2/GLCY0Ix1zYjCCL9RqeROrC9M4+t1cHCjzZTlFeNyd8XW6uD3oO70XtQV4w+hnb73rIpm8WL9pLYLZLGBgv9BnSlZ68u+Pq2/2mKyup5ff4GoiOCaGy2MrhPIj2SOzog2Rwu3lq6nYLKegx6PcN6JNIjIcrjsf90JIePtu0jMjCAEckJ9I7z7KhUZG7k4bWr8DUYmNgtiUExnk0pXKLA3/etYW9tGbOT+zEmpqtHHcCSynReO7aOCZFpnBMln1hf6ajn08qV+OqMnBMu76gkSiKrzEuoclZQ7aok1Bgmqz1m30m5M4MqZw5d/QbJ6ixCBaXODXT3mymradu3ixLnQhL9LlfUgUSx4xuS/W5QVDnERsqdm+lhuhIfg7zrU6nzEJWuLIoc++npP0FWV+IsosCRx3rzCi6Puk5WF2gwsaxuO7ubj/JS6t2YDJ6NQvoHx/O3zB8ptjYQ7hPAoFDPpgy9QqN4O2sXm6uKuC51EPf2HumxdZwQHMIXGYfZX1lBdGAg/51yvscc2FB/E98fyOC9zbupbGrhmYunMrhrR9MMXx8jq/Zn8v5PO2m1uzh3SBpXTx7cwSBFkiQ2787jo2+342/yxc/XyF9unEx4aHuDC6fTzfZtuXz68WYSEyPIy63iznun0q9/++O221zsWJ/J52+tJToujKqyBsad35/ps0dgMP68b4fNya4Vh/jqlWUEhQUiiiIh4UFc/dhFhEX9nE4jSRJbvt1O/v4CfP19iU2JoTC9mJuev5ZeI3t4POd/CFofsSx/6jzY1iYrX/3nOw6sPoTNYufShy9m+h3n4vcr9yNRFNn0/R6WztuAzWKnx+Bk7nn5GgJD/DuUeSyrgs9eX0NNpRmTvy9PvH4NsQkdTQBaWmws+GQrhw4Ugw5uuW0SY8f37KATRYk1WzP59qf9AAwfkMS910/0+KAqqm7g1e83U99sJTo0iOdunkZIQMcHlVsQeXfzLjZkFxAZFMDt44czprvnB/nh6iqe2bKRUJOJEV3iuXvoCI9OTi5R4Mn9aylrbaZvWDQ3pA4mOdiz+cHuxkLmHtvI8PAkxkV0Z2RYssfjcUsCLxd9SaxfOFPCh5Fi6iLbfXm4dT+Z1nTOC5tBlI+89aIkiaxqeoWxQTcRapR3NALIt/9AuLEXkUZlS06X2EyJcyGpptsUdQA5trn08n9QVVfkWEGAPpYYHzUnp0zy7FuZFHKXoq7YXsBq8zJmRVxJrK/n4xYlkSOWAjY2HiDYGMBt8TM86tyiwMa6XHY3FpFtqebFvrPo6u/5t95XV86PxZlkmms5Lz6Ve2SCrMXp5LXd28mtb3sxfPmc8+gS7Dl3c+H+I/x0JAez1c5NY4ZyyeA+HsssqKzn+W82YLE56JUYzcOXTSA8qKM7lMsl8J+3VlBa2Yi/yYfbrxrHsP4d7wdJklj4zW7WrjkCwHnnD+DS2SPw8TF00GUeKObNp35Eb9DRvXc8Nz98PtFdwjqUWV9l5pU7P6KpzkJYdDDXPHYRgyZ0dKaymFtZ8M+v2LfiAAEhAZx702Rm3HcBRl/v2kinMw+2x8LnTmr7vCv+eYpqcubxpw6wv0YURfQqLjNnMoIoegx+v+b4ajhGg7q22eEg2NdXdVyu1e3EgA6T0bPt4S+pc1qI9AlULdMq2DHo9IrWh8dpEZoJNnj2SP4lLsmODh1GnefW2S9xii346r17MLkkCz46dTcjb3W/Zf92sRk/nbozVpvjVItX56nZ3UqAwYRRZXxXlCTMLisRvl44Yzkd+BuN+OiVyxREEZvbTZAXq2U5XG58jAb0Xhy7KEle3R9nKifzfDqdATbtu5MLsPlXdt4A+6fvIv4lZ3NwBbx+eHgTWI8T4qceiAACjd4vHRjl612ACTCoW+Udx5ugAeCj875Mb4NrW7neHZO3ut+yf5Peu2PX6XRen6cQo3rABNDrdF4FV0DWm/rXGPR6r4Ir4JXdJ7Qdu+Esn7x1tj+f/oxoAVZDQ0ND43ejzSKWRwuwGhoaGhq/Hy3AyqIFWA0NDQ2N303nmsVzatECrIaGhobG70cLsLJoo+YaGhoaGhqnAS3A/gJvM5a81Ymi9+V5W6bgpZOLSxDalS+Hw+1G/P/vRQWdJEm0OB1tC1eLynWotVuQJAmnKCjqqhxmLG47LlHevQfALtrJseYgSMrliZJAkWOf6rmUJIlWoVhRc1wnSOppX5LkvbuOt1rv9ivRKhR5UZaLYscBVZ1DdJBpzURUqaNdcFLtMGMVHMrlCW2/a63doqg7fj21OJXLO359/vKa9cQvf/9f3gdKeHtfeXtP/xbtqX7u/K+RJN1JfZQ4cOAAl112GUOHDmXatGksW7YMgKamJu677z6GDRvG5MmTWbhw4YltnE4nTz75JCNHjmTs2LG89957v6irxGuvvcbo0aMZMWIEzz33HMIvrpFPP/2UCRMmMHToUB577DGs1p9d0pYvX87UqVMZPHgwd911F3V18o52x9G6iIFjh4pY/MZPjL10JDUldZTlVODr78sd/23vuNNUb2H5J5vxDzLhH+BHcW4lLY2t/PWdm9vp3G6BLauOkJtRTmrvLhTkVlFR2sCT/70KP1P7PNHs7AoWLtrD2DE9yMuvprS0ngf/Mo2YmPbpFI3NVhYs20NwoAm7w8Wx0jruvnI8Pbq1N1UQRJElezI5UFBOXFgw2eW13HbuCIakxHc47vTKKuZs2sGIrgkcqqjklpFDGZvcMcHe7LDz0r6t2N1uGuw27ug/jAkJSR10kiTxTckhFpamE2w0cXfaaMZEddQB5LVW8kz+QkKN/tzbbRr9gz0bXThEBx9WzaPYXsLDCQ+R6JfgUQewr/U7DlmXcnHYU3Tx7SOrq3fv5Ij1aUYGzSPQkCyrc0nFlNlvI8n/eww6z0YKACJ1NDruItL3W3Q6+fQSQaqg0XkPUX5LZDUAdjGLcvvddPdfj07BP7jGtZlM24uMCppPgEH+vGTZ1rPD8hlTQx4g1TRGVpfeeoSvar9mVPBIroy6QtareVNDJt9V7STA4MszaVcS5es5neiHsgw21uRTaWvh730mMz46xaPu65wjbCkvAmBgVBx3DRiOr6Fjrux3hzLYWlBE98gIihvN/H3KBBJCO6YdLduXxYYjxxiQFMfR0mouG9Wfcb2TOuQJb9qbx8rtmfRKjqXZYic6PIjLzx2Eya/9PXrocAmLftxLakoMkZFB5OZVce3VY+jyK+OI4vxqFry9nq7do0nuEcv+HflMuWgQg0d1b7fv5gYLcx/5koTUGLr16kL5sRqi4sM598pR+Pn/fP1IksSLV71OVNcouvaKBx2U5VYy6y8XENPNszvbH8JpivuCIHDffffx9NNPM336dPbt28dNN93EkCFDeOWVVwgICGDHjh3k5ORwxx130KNHDwYPHszrr79ORUUF69evp76+nltvvZWkpCQuvPBCvvzySzZt2sTSpUvR6XTcddddzJ8/nzvuuIONGzfy8ccfs2DBAqKionjkkUd45ZVXeOaZZ8jOzubpp59m/vz59OrVi2effZYnnniCefPmKR7Dn9powtLYytcv/MDmr7cjSRJTb5jIgIl9SOyVQGxyNPr/zxcVBZEN3+9h4dtrsFkc9BqSzJQrRtKtVxfiukViMP78MMg9Ws78N9ZQXlRHYLCJa+86h5SescR3i8Twi/zTpiYrC77YzrbtbX6ul10ynJEju9M1MQLjL8oTRYmV2zJZsGwPNoeLgT3juWHGSFK7RnXIZ82rrOO1pVs5VlWPycfIM1edy8DkLvj86mFldbqYt2sfi9KPIgE3DBvEzSOHenyo7a4q49ndmzE77KSGRfD+lBn4ezCTaHU7eT5zPbvqSwjzMfHv/tMYEObZUnGPOY93SlYT5hPIqNA0ruky3qNJglN08lnN5zhEO0mmJMYEjybKx/ODpdixn3TrClJNo0nxG4W/TG6oKAlk2p4nzudcIo1jFM0Zmt3LMejCCDSMl9UASJKbVmE+QcY7FXUAFvd7BBnvUdU1uj7HXz8Uk0HeRUqU3FQ6V2AVy+jhf6+srtldzTHHTkqch5gYfAfhRs/BuNBexAHLAYodxST7JXNp5CUez49DdPF+yVpyWisQJIEnUi8l2T/GY5nLyjP5qGAPzS47V3UbxB2pozB4CNwVlhbuWL+ERoed7iHh/GfMFLqHdnypsTicvLB+M1sLivEzGrhj9HBmD+zXIQfc6nCy+Wghc5ZtBWB0z6785cJxxIS2z0O2O1zkFNfwzjdbqaprJio8kHuuGM+I/u1fDB0OF4WFtaxZl8H2HXkYDHpmXjyEyy4Z3s7W1OlwUVJQS25GOd98tBlJlBgwLJmbHjiX2PjwdrryYzWU5Fay7OPN1JQ1EBkXxo2Pz2DIpJ9fDl0OF5XHqinNqWDn4j0cXHcEH5MPs+6/gBn3no+Pn7qxC5xeo4nkz186qe2Lbnjc498bGxsZPXo0c+bM4cILL+TAgQPcdtttrFy5kqlTp7J69Wq6dm2zY3322WcRBIFnnnmGsWPH8tprrzFmTNvL5Pz589m5cyfz5s3jiiuu4KqrrmL27NkArF69mrlz57JixQoeeughUlJSePDBNqe1jIwMbrjhBvbt28ecOXOora3llVdeOVG3MWPGsG3bNqKi5F92/tQB9jhOu4uGigZ8/HyITIiQ1QlugaYGC7YWBwmpnh8o0PbmabU4MDe0Et0ltIOv8C9xOFy0WOz4GA2Ehna0cTuOWxCx2p04nG6iw+XNCkRJwukWcLrcmHx98DV2DJptq8n8/H8Ao0wSu0Nw46NXd8pxCG4MOh1GFZceAKvgIEDG5/aXOEUnBp0BgxerxThFG776jtaVv0aUnOgwoPOiTFFyoPfC8QlAkpyKrdffqvst+xckO3r8vFoFx9vz5BSd6HV6r1YmsolOr35Pb68RQRQRJMnjCx/8vxOZDnS0GUgc//+vsTlduAURPx8DPgaD7PkRRJF6cysBJl/8TT6Khi119S3o9XqCg0wdLBJ/iaXZhqXZTlhkICZ/+d9bFEVK86oIjw4lODxA8TesyK/Cx89IeFx4O09zbzgbAyzAv//9b7766isMBgOiKPL888/Tp08frr76atLT00/ovvjiC9asWcNbb73FyJEj2bZtG9HRbb17Gzdu5LnnnmP9+vUMGzaMjz/+mMGDBwOQm5vLrFmzyMzMZNasWdx1111cdNFFALS2tjJ06FA2btzIs88+y5AhQ7jzzp9fokeNGsXbb7/NiBEjZOuvdREDviYf4rrHquoMRgMRMaEgH1uBtps9MNhEYLC6a5Cfnw9+XryFGg16QgJNoGKao9fpMPkYMSk43Bx/KOHFA9nP4N0l4q0O8OphDODrhUXiz1r1oAGg9zK4tWm9qyfgddD0Vvdb9m/4Te5U3p0nb8+9Tqfz+vf09hox6PUohQ9vncj8fb1r3Rn0emIivAtAUZHe6YJC/Any4FX+a/R6PUm9Og7feCI+zXOP0B/OaWqiiaKIyWRi7ty5TJkyhR07dvDoo4/y3nvvYfrVYhAmkwm73Y7N1rYykb+/f4fvAGw2W7tt/f39EUURp9Pp8bvj2/z6u+PfH9+fHNokJw0NDQ2Nk0B3kh/PrFmzhvT0dKZPn46vry+TJ09m8uTJvPXWWzgc7SfE2e12AgICTgTB4wH1l99BW7D95bY2mw2j0Yifn5/H7wACAwPbBelffn+8XDm0AKuhoaGh8fuRTvIjQ2VlJU5n+7V3jUYj/fr1w+VyUVFRceLvhYWFpKWlERYWRmRkJIWFhe2+S01NBSA1NbXDd927dz/xXUFBQbvvQkJCiImJ6bBdQ0MDTU1NJ8qVQwuwGhoaGhq/n9MUYMeOHUtWVhaLFi1CkiT27NnD2rVrueiii5g6dSqvvfYaNpuN9PR0li9fzsUXXwzAzJkzeeuttzCbzRQVFfHFF18wa9asE999/PHHVFVVUVdXxwcffNDuu2+//Za8vDwsFgtvvvkmM2bMQK/XM2PGDNasWcO+fftwOBzMmTOHiRMnEh4un10Av2OSU0tLCzqdjqAg71cF+V9yMsvVaWhoaHRGTuskp09fPqnti27+u+x3GzZsYO7cuZSWlhIfH8+DDz7Ieeedh9ls5umnn2bnzp0EBARw//33n5gZbLfbeeGFF1i7di06nY4bb7yRu+++G2hL/XnzzTdZtGgRLpeLiy++mCeeeALD/0+oW7BgAZ9++inNzc1MmjSJ55577sRY7IoVK5g7dy61tbUMHz6cF198kcjISMVjUw2wFouFhQsXsmHDBg4fPozL5QLa+rIHDRrEueeeyyWXXHLGBFwtwGpoaGi057QG2E9eOanti2752ymqyZmH7LQ+URT58MMPmTdvHvHx8UyePJkrrriCiIgIBEGgsbGRzMxMFi5cyNy5c7n11lu54447MBq1icl/do6/s3mTNuIS3fjo1a8Zq9BCgEH9ISFKAnovUnD+bHhzXkRJwCHZ8derr+/q7e8mSpJqipfG2U3nSvQ8tcjeIVdeeSV9+/blu+++kx3IveSSSwDIzs7ms88+48orr+SHH344LRU9nTRWN7Hpm+2Mu2QkbreAudqM4BYZMLG9G5DT4WL3mgwCQ0wkdI+hobqZFnMrI8/t304nSRI5R8s5ll3JqAm9qKtppq6mmdETe3XIX6urb2HVugymTOxDU7ONmtpmhg5OIjio/ZRwp8vNhn15BJh8iQ4PorKumf6pXYjxkBObXlLJvmNljO2VTEmdmd7x0XSLCuugq2tt5YuDhxndrSuNNhtpkZH0iOrY5eEWRZYV5VDR2ky34DBSQyLoGxHdQQeQ1VzFR0U7mRLTk+6BUfQJ9pz+1CrY+Lp6HU7RxUWRY0ny95yCIEkSh6072N6ykmuiHiDCKJ8j1eQu5KhtHiMCn8RHL9+jIkgWGlwfEuXzEDoZt6Lj+xaldRj058lqjqOTjiLp5E0h2goU0JGLpJN3mWrbr4gobcCgP1dRJ0hmGl0LiPS5X/E4moUSjlrnMSTwEUx6+TGjUucxljZ8wsXhN5Fs6i2rO9ySz5qGPfQM6MpFUWMxygTuHfWFlNubSG8q597u4+liCvWo215ZgtXtYn9tBeO7dGNcXDePL2d7S8todjhxuN3UW61c3r8vAR4WZj9SUkW9xUpiRCgrD+cwc1gfkqI6Hnd+aS2V9c10iQolq7CKqLAgRvVLQq9vv+/yykaKiuuIiQ7B6XSTX1DDuZP7EhjYPj2psd5CTkYZUTEhREQHs275YcZN6UNCt/b3lN3q4NC2XCJiQoiIDeXIznwiYkIYMDatw6Lqe346QGh0COGxYTRUmSnLrWDcpSPxD/I+Neu0owVYWWQD7EsvvURaWppXhfTu3ZsXX3yRvLy8U1ax/wUtDRa+fWkJW7/fieAWObI5i+iukYTHhZHYs8sJneAWWP/9XpbM20iL2Upst0hS+sQTERtK1K/s0nIyyvjiw00U5lUTEOjHsZwqImOCiYoJQRRF+P8MP3OTlS+/3cWW7TmIokRJST3xXcKIjQlpd8EKosiK7Vl8u+4g5hYbSXHhDEyLJz46pEPLIKeilvfW7SKjtBp/Xx9a7E66RYV1MJtodTqZv+8APx7NwikIVFtaGZrQhQCfjnmDWyuKeSN9JyWWJuIDg7m2x0BCfDvmPTY6rbxdsJVV1VkA9AyOYVhY1w46SZLY3ZzJJ5UraHJbSPSLIdjoeaq7VbCw2vwN+fZ0jDofGt21sgG22rWPTNt8fHRBOKQmfPAcYEXJSb3rDUCHiBWDjK6trvuQpGIkSVA1ptBJOeoBFj06KUs1wIIVUdyPXtcPna6LrEqULLilShrdnxBuvFW2x8Au1uKSWtlreY5BgQ8QYvBsX1npLMYlOVhY/y7Dg85hQsgMjLqO10SYMYjs1mL2t+Sw1ZzOXQkz6RHQ8beO9gtiTU02G2rz2FZXwDVdh3FTt5Ed8mEjTP7kVzewojiXRQWZDI6M47HB4+gV3t4hJ9jPj9y6erYUFXO0uoZv0o9w45DBXD6gXzujFJOPkeomC7vzS1l7JI+l+zKZ2CeFO6eOIvYXTk5Gg4HaxlYO51awN6uU+qZWEmNCuWXGKEb9wslJh476egtZ2ZUUFNWSd6ya7xfv48LzB3LZzKEn8thFUaK+toXczArqapo5tKeApd/uZsjI7lx352TiEtqCvCCINFY3k59eSmNNE7mHSmiqtxDbLZKrH5zG0Em90el0iKJIXXkDufsLMFc3UZZbSVlOBd+8uJgL75jKjHvOx9fkXa7vaUVbD1aWP72TkyiK1BTXUZRRStfe8ST0kH+gNdVbKMmtQpIkBo7tIauz25yUl9RTWdbImMm921kk/hJBEKmqaaKsvJFuXSPpEuv5DV+SJBpbbJTXNCGIIoN7yvvOWh1OKs0tVDa2MDw1UdZwwi2K1LVaqbZYCPbzo3uE55aNJEm0up3U2W2YHTYGRsbJdvm5RQGL4KTFZSfA6Eukr3xXoyiJuCQ3bkkgQG/yGBwkSfKqm/m3aE9Hmf8v9sq4w2vdb9j/b+mSPxXH75YEnKILo86AUWeQ9SwGqLA1IQHBRj8Cjb4ebRIBWl1O8psaiDT5E2kK8GjHeZyMqmr0Oh2xwUGE+/vLXo+1za0cq64nPjyEuLAgfGWGryRJYueRIiJCAkiIDiU4UL51mJdfjaXVTmJCBJERQR1au8dpNlvJOFhMYnIUXRLC8ZFxc5Mkid1rjhAeE0LXtDgCFMxpsnfnY2uxkdS/K+Gxod5fm5zeMdikj/57UtsX3/7XU1STMw+vAqzL5WLRokXk5eV1yEuCNh/IMwVtkpOGhoZGe07rJKd5Jxdgi+7ovAHWqxlJjz/+OGvWrKFPnz74+bXvHvwtb1EaGhoaGp2MTtUHemrxKsBu2rSJOXPmcN556pM9NDQ0NDT+RGhjsLJ45eQUHBxMSorntRw1NDQ0NDQ0OuJVgL3zzjt5+eWX23k/amhoaGhonC6rxM6AV13E/fr1Y+7cuUydOhW9Xt9h3DUjI+O0VE5DQ0ND4wynkwfJk8GrAPvkk0+SnJzMzJkzVZfn0dDQ0ND4E6EFWFm86iIuLS3l5Zdf5rrrruPSSy/t8DnbcTvdHN54lPrKRkWdJEkU51aSc6hYtcymxlZ2b81V1blcAnv2F2Jusqru+1hZHRkFlaplNrbaWJeRj1oGllsU2VFSSmlTk2qZxS1mNpQXqOpsgouV1UdpdKofT4GtjD3NR9TLFC0caF2DW3KpltnoPqx63ACipH7M/1+od7pTjRf7bXOaUj8Ot2SlWVC/FpvcdRy1blM9zwAbG/dQ46xX1eVZatjRUIBbEhV1kiSxtDibOrvydQOQXlVFRnWN6u9sc7pYl5GPzal+PLsziqmqb1bVFZfWczS7AlFU3rfL5WbHpmxs1o5pjb/m4NYcaiuUnz0ARRml5O0v8Or6/p8i6U7u04nxuou4uLiY5OTk01yd/y3N9S38OHcFO5bso7XJSsrAbiesyuJSornn9ZuBNienDT/sY93CPVQW1xGTGEFwWACSJOHja+QfH9x6oszsjDJ+/GoXmemlBAT4smLRvhPf/fXZSwkKbluZodFs5bvFe9m+Ox+r1Ula95gT/gP33T6FxPj/d30RRVbuyGL59kzKasx0iQwhONAPHTpuvXgU/br/bDGYXVHLgm0H2FtQhr+vkR/3HQXghvFDGJ3W7YSu1elkwcFD/JSbS6PNTo/ISHz0eq4dNJBzurefzLalsohPcw9ypKGaSL8AFuQd4tq0gZyf2N7lq9Fp5ZOSnaypzcIqOOkdFMs1iSM4J6pnO50kSexvyWRp3UZKHJWEGYMx6X0ZGNSrw+9jEy3saPmRDOs23LiI90kjzre7x9+y0X2YPNvbWMVSxgZ/ja9OzjjDSavwMTbhR6J8VyunmUllGMS1CIZb5DUAkhs/aQUO/UxlHeAn/oBDf5lKeRIG8S0E/c2gC5GVidRQ77iCYJ9HMelnyh5Li5DHwdaHiTCOoIfpPgIN3TzqSpyZrGn6hM0t3zIscBrDAqd5dHJa3bCdxbXrsYkO+gWmcnn0eXT37+jktKB0N+trsym01hPpG8glcYO4OmEYfob2Zc7L3sf2qhKKWhp5QdjMmNhu3NVnOL3D2ttxfnbwENuKimlxOihtaqZraAiX9+vLpX37tnNyWrQngw2ZxwDIq67DZ5WBCb1SuHnCUOLCfs4HXbM7h1W72pzHahstNLbY6J0Uw+wpgxjVL+nE+dxzoJAflx8AwOFwU1LWQER4IFMn9mbWRUMw/b+TU352BZ+/v+nn81lYCzoYOiqV2TeMo0ti2zVZV2XmnScXngiU9VVNNNVbSO2fyIwbx7dzcvr3pa+eKM/W6qAiv4rIhHDOuXocF94xFV9TR6tIjTMHr4wmFi5cyBtvvMGVV15Jt27dOhj6H1+H70zgtxpNOO1OcvcXcHRbDhNmjyY+1bN3riiKlOXXcHRvAeHRwYw+f4BsmQ11LWSml1JV3sjl14+Vt7BzuMjOreJoVjnnTu7bZpPocd8SRVUNHMmvJCzIxKSh8haW9RYrR0qrKKhp4MbxQzHKuEg53G6y6+o4XFnFsIR4+sV4tiCUJIkKawuH66swO21cmzZIdt92wUWOpZrMlkrGRqSSFBAhW2aDu4lCWzkWwcrk8BGyZQqSmwZ3JbWuUrr69SHYIO+lK0g2rGIFAfp4DDp/WV1bHQSg43yCs4m2Y9Ap+hADOMUGXJIFf30X9B4C5nFqXCWY3TVE+3QlzBAtW65bcrO2YRcJfjEkmxIIMco7du03l1Bia6BvcBdSA6Iw6j1bTjoFgU9zD9AzNIoBEbFEmuSHojYWFFJntTIoLpbUiAgMes/1bGi1smhPBgO7dqFfYixBCsHox83pBJp8GZAaT1xksOx1kZFVTk5eFf36JJCWEo3R6Pl4rFYHi7/aRa9+CfTun0iggkPTyi93YAr0pe/w7sQkhMvu+8iWLAqOFNNvbC9SBnTDILNvT5xOo4mUt187qe0L73/0FNXkzMOrANu7t7zxt06nIysr65RWyhOZmZk89dRT5Ofnk5SUxL///W8GDx7cQac5OWloaGi057QG2LdOMsD+pfMGWK+6iLOzs093PRRxOBzcfffd3H333VxxxRUsWbKEe+65h3Xr1hEYqL60loaGhoaGxv8aryY5/dHs2rULvV7Ptddei4+PD7NnzyYqKorNmzf/0VXT0NDQ+FOjk07u05nxqgV77Ngxnn/+eQ4ePIjL1XFG3unOgy0sLOywJm1KSgoFBeqzWjU0NDQ0NP4IvAqwTz31FE1NTTz88MMEB5++vnw5rFYr/v7tJ62YTCbsdvv/vC4aGhoaGr+gk6fanAxeBdj09HQWLlyoONnpdOLv798hmNrtds30QkNDQ+OPppN3854MXo3BRkdH/6HJzd27d6ewsLDd3woLC0lLk09X0dDQ0ND4H6B5EcviVYC9++67eeGFFygsLEQUlR1ZTgdjxozB6XTy+eef43K5+P7776mrq2P8+PGnbB/mmibMNequOA67k6oSdQcbUZQoLarz6sWk0WylqdmmqnO63FTUqddRkiTKG5pwC+q/VavTSZ1V3T1HkiTKW9WdbqAtH7bZpX48ABa3+r6P71+Q3F5pNX4f3p5ftyRgFbwbnmlwtuIWBVWdUxCotlm8KrOqpQWXoF6mxe6g3uLd9VVa3YjgxbOttr6FVqtDVWezOqmp8s4trOxYDYJb/XhqSuuwtnh3X2mcGXjVRfzJJ59QWlrKhRdeiE6nO+F2dJzTPcnJ19eXefPm8cwzzzBnzhySkpJ47733TrqLuLm+heUfrCV9cxZlORVMumosYdEh+Jp8CI8LY+Ls0UCbk9OmxfvZs/4oeemlpPZPpOegbvj6+eAf5Mf5V40+UWZ2Rhlrlh4kM70Uo9HAhKl98TP54Ovnw9QLB+Jnakv0bzRbWfzTAQ5nlFFW0cj0qf0JDfXH5OfDhDE9CAttOzZBEFm9O5sthwrIKa6hV1IMg9LiMfkZGTsghdiIn8fEsytqWbjnCEdKq3C6BS4b3g9/Px9GpXalW2TYCV2r08mXh9PZVVpGXn0903qkkRYRwYjEBFIj2ptDbKksYnFRFukN1YT5mrg0uQ8jYxLpERrZTtfotPJl2R4ONpVR0FrLVYnDmRbdh5TAqHa6405OO5sPUWgrJ8Bg4v6Ea4nza6+DNienfZZVVLkKqHWXcnnEY8T6JHn8LRvdh6l2rccmVNAv4El89XImF05swiIEqYog44PKJg1SGXqpEFE/QV4DILnxYQcu3URlHeAjbcSlO0elPAm9tAJRN0HZyUlqwOL+GF/9APz002QNCszuDIocnxOg70qC70xZJ6cs2062t/xIjE83uvr2ZnDgVI9OToW2MuaWfUGQIYAUUwLnRYzx6OR0qKmUpVVH2FqfT6+gWEaFJ3Nl/NAOTk57a8vJbqzl45wDBPv4Migyjut7DOrg5LS/ooLs2jr2lZdzqLKKvjHRTE5J4dK+fdo5OR0prSKrogaz1c53u9KJDw9hSHI8144ZRGzoz/dLbkktGccqsTlcbD1cQGOzlb4psUwb3budk1NpWQMH0ktwOFyUlDWwZ38h3ZOjGTYkiYunDzrh5FRb3cSebXk4HS5sNierlxwkPCKIfoO7MmP2yBNOTq3NNjYvPYDT7sLpcLF/czaNtS30HpLEpJlD2zk5rfxoQ5vO7qQsp4LDmzLpPjCJYecPZNotk88IJ6fOPhP4ZPAqwN55552nux6q9O7dm2+++eaUlhkSGczF95xPfGocu5cfoO+YHoREBuO0u/D1+/khYDAamHTJMKITwtm1JoOQ8ED6DE/B5XDj/tWbZ+/+iQQGmeiSGEFJQS39hiThdLhw2t3o9D8/AMPDApg9aziJ8RFs351Hn15d8PMz4nC4MfzCfclg0DNtVG/iIkPYfCCf4EATaYlR2BwuDPr2D9Te8dHcMnEY64/mc6S0ml5dorE6ne0ePgCBvr5cP3gQ3UJDWZWXT1pEBFEBAR10ABPikog0BbC8OIc6eyvR/oHoPTzIw30DuLHrKLqYQllRnUGsn2c3HJ1Ox7DgvgQZAtik29PWEpKZI+GvD2JY0DQyrFtoERoI0MtPsAszDERCoEJarujipNP5YjJMxyasUHVAggQknRctBp0RtyTv7PVL3Az2ojwdEj0UgyuADn8Munj89OcoOlL56kLx0YUS73uBbHAFCDKE468PJs00lN7+oz0GVwC9Tk+0Tzip/t2YHDaCRJNn9zM9emL9gukfHM9Fcf2ZEJmGn77jI8dHpyc+MJi0kAiGRydwUbeedA0K7XgcegNdgoNICQ8n2NeP6T3TGJmY2OG69TEYiA0JoktYMH0TYpjcpzuT+3YnIrD9C7mPUU9MRBD+fj5U1DUR1juRSUPS6NE1qt35NPoYiI4KxuRnxM/PiChJjB/dg2GDuuH3i+eE0cdAVEwIvn5G9HodBTlVDB2dxqgJPYn8hdGD3qAnKi4MHz8jfiYfGmqaGTgmkNHn9ad7v4QT+9bpdETGh+Nr8sXX5IN/oAlfky+jLx7GoMl9z4jgCnT6bt6TwSsnp7OJk3FykiTJK+u8U607XfsGvNKKkuQxaP5enSRJCEgYVQMYuEQ3Ph4euh333fYio9d5bw+n8dtwSy4MGL26Zrz93dyS6NV1IEkSEpzy6/CPvP/+qH174nQ6OaW+Ouektj/22COnqCZnHrJX/g033PCbun4PHjzI9ddff0oq9Ufh7cV7qnWna9/ear15WP0WnU6n8+qhCnj1kG7bt0ELrqcZo87H62vG29/N2+tAp9OdluvQWzrTvf+/RjOakEf2LnnwwQd57LHHiIqK4oILLmDSpEkkJia20+Tn57N7925++OEHmpubef755097hTU0NDQ0NM4GFLuInU4nixYt4rPPPqO4uBiTyURYWBiCIGA2m3G5XKSkpHD99dcze/ZsfH3/+DEBzexfQ0NDoz2ns4s47ZXXT2r7/L89fIpqcuah2M/j6+vLNddcwzXXXENhYSGHDx+mvr4enU5HdHQ0AwcOJCnJ86xODQ0NDY0/AZ28m/dk8G4ghTbv35SUFHWhhoaGhsafhs4+jnoyeB1gNTQ0NDQ0OqAFWFnOiuXq/le4XepuKoBXrivQNq1eFL27+rzVdbKsKg2NPxxJkry+r7y+n71wUTu+b2+fJ94+nzTOHP7ULdiWBgtrPt1EQXoxxRllTLv1HPqP7014XCghkcHo/9/wQXALbFl6kKx9BZTkVhGfEs1FN44nPDaUsMigEzqAnIwytq3PpKy4juYmG3c8NI3ouBDCI9rrzE1Wlq88TFFJHeUVjVwyYyhDBycRERGI4ReJ84IosmZXDofzyimvbaJbbDg3XDic6LCgdoYUADkVtSw/kEWFuYUmq53HZ04mJSa8XXnQ5uT0zeEjHGtooNrSyoW9ejKrT2+Mho7vW1srillfXkC93Uqg0Zf/jJyCr6Fjukyj08rXZfupdbTS4rZza9Jo+obEddBJksSe5iyOthbilgQifUK4LHqSxxQEq2BhX+tGJEnCqPMhzdSfWN+OjkEANa4DtAgl+OtjiDD2xiTj5CRKDizCGkz6fvjoUhRTH0QxB50uGp3Oc1ntD6wUdJ7r1l5XAjp5s4ef61mEDhM6XcdzeKIoyY1DzMYllRNkOF/2WCxCOU1CPjaxjhifYYQYkj3qjtmPUukswi25MekDGB402aPZhF108nXVWtySgFFnYHzYQHoEeD72NdXZrKvNJdjoR3JABFcmDMHP0PGxU2+38uSudQT4+BBlCuDy7n3pHR7dQWd3uflwzz6O1tQQGxTIoC5xzPqVkxOA0+1mf0E576/fTVxYMN0iw5g9agCxoUHtdS43VfUtvPndFkRRIiEmlPGDujOqX/u5JS6XQG1dC2s3HmX/wWIS48PpkRbLhecPaGc24XYJNNS1UHSshgXvbSC+awRdk6M57+LBxCWE/0LnprG2hYbqZr6asxJJlOjaM47h5/Rh8IReJ35Lt0tos3GtbmLztzs4uiOX5H6J9ByeypTrJ+Br8mwG8r9E6yKWx6sAm52d/YetpHM6CY4IYvLVYxFFiaIjpVibrWz6ZjuN1U0EhgZw15wbgTYnp3EXDsJg1FNZVAfA9pWHaahqwm518vj7t5wos2e/BCRg9eID2G0u9u3Io66mmcb6Vv7+/OUEBPoBEBYawAXnD2Dl2iMUFNZSVdPEgq92UN9o4f47pxLfJaxt33o9547siY/RQEnVYWxOF5/9tJeaBgu3XzKaPsk/u+j0im97IH294xB1za18tyudSnMLN0wYwsjUnx+Agb6+XDmwP9+lZ7C/vILDlZWszs3jusEDmdS9/Tj7+C7dkJB4J2MPBp2VuzYv5doeAzmva/v1ecN9A5idMJj3C7Zz0FzG665NXNt1GOdE92in0+l0jAjpTYvQyldV6wg0mEj1T2BwcHsdQIAhiL7+w1nc8DFVrlKS/HrK/pZRxkFUu/Zw1PYx54XOl9XpdX4YdJGUOe4kyfQjBuRnV+p0sbjcT+JjfAudSg6uQVyPYLhZUYMkYBA3IhhuUpZJFtzuF/Exvqeoc0h5VDofIcHvQ8UXBYtQxoHW1+gfcJdscAUwu2vZ1LyEXqbBXBh+g6yT04aG/exqzsRXZ+TW+BmywfWz4j1sqy8gz1LLVYlDuCx+oMfg+lHmfvbUlFFltdA1KJRLUvp4DK6fHzzMzuISTD4+1FpauaBnDy7q3bNDcP1xbwabMgtJjAil1e4kPiyEy0f27xBc1+3JZc3ubGIjg5Ek8PMxMmlIGsN6t09H3Pd/7Z13eBTV/sY/u2mb3gsJAVIoofcuVUQQQQUbtmtFr/UqKnavYsGrqNiw4EUUBRGRjvTeSxISIIX03ttm+87vD35wjdmZWUqkeD7Pk+eBnXen7e68c86c73sO5/Db6sOEBvvi5uaCxWIloVMrRo/o3MRcT6aV8MNXWwgO8SUkzA+NRkOrqCBGje/exFyryur4bMZiAkN9CQz3x9XNBQ9Pd/qO7EyPIe3PfJZ2u513bv8Yv+BTOpvNjtZFQ4d+cVw1ZeAlYa6A6CJWwKkkp06dOpGQkMBNN93EddddR1CQE3f0F4lzLdOxmk/FHuq8PBR1kiTRWG/E208+ju809XUGfJ3QGYwWtFoNHu7K9zt2u0Sd3kiAr/o6K+r1hPh6q+rqjEa0Gi0+HsolVjbJTmFDPW18m0fY/ZkT9aV09AkDlIvjayz11Fr1tNGFK+pskpWjjfvo4TVYtdi+2ppOoKu8Ef9vnTW4aAJUdZJkUzXXlsDZ7Tp7HM6cl1PneS89vIYonmdJkjjRmEesZys8tPLfG0mSqLMa0VvNRHqqf29y6qpp5xeoqqvQN+Kn83DYk/JH7JJEdYOBYF/1zPLq+kYCndA16I146tyb9R4127ZdolFvxMeJ36q+zuDU9aSxzoCnr+6cAidaskynw8zzK9NJf/nKLdNxymDz8vJYsWIFK1eupLCwkOHDh3PjjTcyYsQIXF0vrV5mUQcrEAgETREGe3E46yziI0eOsHLlSjZt2oTZbGbChAlMnjz5kulCFgYrEAgETWlJg+345vkZbNorV67BnvUo4l69enHNNdcwevRoDAYDK1as4Oabb2bq1KnNJkUXCAQCgeDvitMGe+LECWbNmsWwYcN44IEHKC0t5f3332fXrl1s376dgIAAnnjiiZbcV4FAIBBcakjn+XcF49QD1AkTJnDy5Ek6dOjAfffdx8SJE5sMdAoMDGTSpEm8/PLLLbajAoFAILj0EGU68jhlsIMHD+Y///kPCQkJspoBAwawdu3aC7ZjAoFAIBBczjhlsC+++KKqJiAg4Hz3RSAQCASXG6IFK8ulVWPzF1Nf1cD2n3dTlltBRUEl4x68mq7DmrfS7TY7u1YnkpdeTFVpHW07RjDxgZEO15meWsjh3ZnUVDVgtdp5aPq1uHs0LwivrW1k/YYUqmv01NcbuWFSH+Jiw5pv2y6xcV8aWQUVNBrMxLcJZeKIbg63nVFcwfrEDMxWKxqNhgfH9MfbQX1ro9nC4sSj1BiMSEgMj4uhT+tIh+vcUZjLgdJC3F1cCPTw5LYOXZslQwHUmA0szD2Cm1ZLgJsn/YOjaeftuF56R9Vx8o0VRHgEEukRSEfvSIe1fQ22BnbW7SLSPZJ2Hm3xc/VzuD6AHNNBQKK1ew9cNfK1mTbJSJllG+Fuo9FqlL/+BtshPLQJaDXK9ZGSJGGRknDX9lTUAZjtiU7pLPZi7DTgoW0ewPFHrJKecstOItzkk5wATHY9OaYDBLpGE+YW51AjSRKV1kpyjLnU2WoZ5j8MVwfnyGy3ckJfSImphmJTDf384+js09rBGiGxuojjdaXUWozoXNy4vU1Ph2ETDWYzP6YlY7RZsdjtXB/TgQ6BIQ7XufZ4OsfLytGgoW1gAJO6dnL4nSysqmXh9kTcXV3w9nDjhgFdCfVrXhtut0v8d/le6vUmvD3d6dmpNf26OE7b2r0ng337T+Lr60lEuD/XjOmKu4P69YqyOhZ8shHfAC8CgrwZNrYr4ZHNa3ztNjv/nfkbZpOVwDA/EvrG0GNox2Y6SZLYtGA7ydtSCWkdTFT7Vgy7ZRBuDq4tfznCYGX5Wxusb5APva7uzm8fr+bo9mNYTBYWvfMrvsG+dB2awHUPjwFA66Kl7+guVJXWsmP5YcoKKjm4+Rg+/l7Edm3NlEfHnFln+86R1Nc2suTbHRgbzcz81094envQrn04k+8ZcsZs/f29uGpoB35ctJcjiblUVTXg7u5KXGwYE6/vjd//F55rtRpG9I2npt7A5n3pnMyvYHdiNh1jwphwVVdCg/6XTtO+VQj1BhOfrNlNg8FEdmkVXaLDmdA3gcig/5mTl7sbN3RN4KMde9iamc2xknJ6tW7FxC6diA5oGggwNLINZQY9Hx3Zg7+7jkpjIzfGJRD9p8CJAHdPxrfqxIzkNeToq7kluge3t+1JpGdzUxwc2JEv8nJZWLyTTt6RvBQ3mSA3n2Y6HxcfYjxi+Lr0G+ySnScjH6etzvH0iFHuXfmt6hW22L9grP90It07O9S5aHTobTnsN91Hd6+38XJxbAwAElYKTA8S5fGZYpiDRAP1lncJcv9JOXpRaqDe8g7BHotlNQAm+0mKTI/SRrdIUVdlPURq40za6x5T3O4xwwZ21y+gjUdvOuiGy+r21e9nUcVi/Fz8eDzyUYfmClBkqub97BVUWRp4KPpqWXM9UVfGj7lH2FaexYDgNrzR9RqH5nq0opQVWWlsys/Cw8WFVweMcGiuR4tLWXcig6SiEgpqarmtVzeu69yhmbkeyy9lfVIG6UUVFFTW0r5VME9cN6SZuWbmlbNhbxon88upqTditdq4Z2J/+iQ0TabKL6hk/YYUsrPLsdns5OZVMvaabgwf1qmJuZaX1LJmyQHyTpZhtdkpKaiibXw4o67r0cRc9XUGln6+gfyMUsxGCwa9CavZyqSHRtJ1YPwZnSRJLHh1MfnHCzHqjbi6u5GbksfV94yg77U9Lw1zRTyDVeKs62Avdc61DrYos4SgyEB0Xh7UVtRRV1FPdKeoZjp9nYGGmkbC2wRTX9NIWX4lcd2aR8XZbXZyT5YR0yECfb2RnIxSOvdq4/BCmJFZQlxsOEajhZNZpbSPD0ena94Kq6zRY7bYCPDzJC2nlHaRwQ5TncxWGycKy+gQGUpqXglRwf5EBDiug9udk0fvqEiSikqI8POhbWCAQ11uXQ21ZiMNZjNhXj7EBzhunTZazawrTiNU50O4zocOvs0j7+DUxeOX0r34uXrS0TuKdp6OdQDHGo+zt24vE4MnEuIWLKursRaxu+E7Rvk9hk4rX/dnsdeRZfqW9rpH0crEAQLYJSN11mX4u96mYpx1mO378dAOQ6PQej6l243O5VpZzSmdiTrrUgLcpirqTPYqck0//L/ByhcEVFpy2a9fxGi/x3HXyrfGTxpOsrl2KxODJhDuHi6rO1KXTVZjGZG6QAYFyKdD7a3Mw8vFjeN1ZUyJ7oaLzD4eKC3Ew8WVBrOJzsFhBHjoHOqSi0vQoiHUx5sag5GOYY5buOlFFVjtdjpGhpCUU0yvGMc9JAWlNTQ0moiLDiGvuJrIMH88HZhWRWU9VVV62rUNwWAwYzCYiYgIaKbT1xspyq+kTWwYHjo3Tp4oJrZjRLNtWy1Wso8VEd0+HJ2Xx//nm4fg6tb85iMrKYeI2HC8fD2pLKrG1d0F/xD5nhw5WrIONuGV86uDPf7mlVsHKwxWcFlgk2y4OBUdaMVFpesXThn8uUTOXWo4exzOnhdnz7Pg8kIY7MXhb91FLLh8cPai74yJgHJG8uWEs8fh7HkR5io4W0QXsTzCYAUCgUBw7giDlUUYrEAgEAjOHWGwspx1FrFAIBAIBAJ1RAtWIBAIBOeMeAYrjzBYgeAC4Oxo3itl9LJAcAZhsLL8rQ22oUbPnt/201jbiKHeQO+xPenQL76Zzm63s//3ZMoLq7GYLARHBjL8xn4O13nyeBGph3KwWu1oNDDulv7oPJvXRtbXG9i8MfWUDujVJ4aY2Oa1oHa7xNa96ZRV1uPm5kJ4iC9D+zbfR4Cs4kq2Hc3CW+eOt86d4d1i8fH0aKYzWqwsOXQUjUZDsLcXHcKDiQt1XF+6Kz+PlPIyov38aOPnT0JIqEySk5GFJxOJ9g6gc0AoMb6BsnWPG8qOU2c10j+wHdGezdNtzpwjayO/V+1jsH83Ij0c1zyeJlF/kEDXYNp6xCjqLHYjmaZddNKNUjW6IvNuwtx646pxXJd5Grtkpcp6kBC3gYo6gArrLkLdhqrqGm2lGOzlBLt1VdTZJCvHDZvo4qmc5CRJEqmNSXi7+BCjc/z9Oa1LN+RzrCGb60OH4iozqtguSWToy9hXnUNPv9Z0929eMw5gslnJqKvkWE05DRYTd8X3xE3bfJ0Gi4XjlRXk19VSUFfLNbHxtA9y/J1MzC+moLqWioZGAr10XN8jAa2DYy+qrONQRgF6oxmTxcqEAQkEO0hystnsrN9xHL3BhMVqo1NsBL26NK9tB0g8nEPWyTIkwMfHg1FXd8XNrfnxVJTUsm1NEloXLa6uLgwclUBoq4BmOrvNzur/bsNituKhc6NtQhRdBzlO79q38iC5KXl4+nriH+bH4BsG4OogReovRxisLJfAp3Px8AnwJq5XDN+9uJDMw1mk7jxOXK9YOg3qQKeBHQgIO5VWpNVq6Ta4A0s++Z0tP+8jtHUQmYm5JPSPo3P/OAJC/1f4HdupFYU5Ffz4+WYkSaIot5Lu/WPp1i+GgOD/pRX5+nrSu08MX3y6kZycctLTiuk3II7efWMIDPzfRUCr1TCkbyzzl+5l3bZjtIkMorbeyKBeMQQFNL1YxLYKprCyjg9/3Y4kgd5oZlSPeEL8m+p0bq6M7dKBV5ZvIK20guu7d+Kugb0I821+8RncOprkslLe3LmN2IBA3r96LK18mtfUBbjrGB4Rw6N7VtFoNfPJwAkMDHN8kRoe0p5nUpbycdYWbonszaMxwx2ag6+rFwGuPjyd8QndvON4PHoyfq7N9xEgTteB9wv/TbyuE2MDryfMLcKhzk2rI8d0kGLzca7yewA3BfM0SdUc0c+mr/cMxSAHg72IHNMPBLsOUDQ5m2Qg3fApIa5DFHUWqZF9+n/Tw0t5+scGWyWbaj8m0r2L4vqyjBmsrV6OyW7kycgXZHX5xjLm5C+hwFTO67H3yZqr1W7juWPLOFiTxw0RPejm5zhmE+Dn7BQ+PraHaG9/5g6e6NBcAbJra5ixeQONFjMvDx0ua65Z5VUs3JfIgdxCRnSI4dZ+wxyaa25ZNb8fTOPXXSlEBPrywm2jHJprQUk1uw9l8fv2Y9Tpjdx5wwB6JDRPpiouqubQgWz27c0kM6OUvv1juf/BEU3MVZIkSgurSd6fxdH92aQeyiEw1Jf7nrm2iblKkkRZfiXH9p0kdV8maYeyMeiNTHpoNJ36xjTV5ZZzfE8aaXszOHkkm4K0QgZO7MfU1265NMwV0UWshAia4NQXec9v++l9TU9yU/M4sScds9HMzc/f2EyblVqAm5sLVouNY/syKcoq48GZtzTT1VbryTpeTFhkAMn7szh2JJcn37gJ1z/d7dpsdnZuT6NzlygOHczm8MFs/vn4GAICm18MDh7Nxd/Xk6y8CvYcyea+mwfRJrJ5olJRZR3H8kqRJInNiZncObo3Xdo2NxyTxcrPh44SFeDHqqNpTO3fg75tHbdElhxPBSS25ORwV7ceDGrt2DxTqktZmpNKgb6OBzr2ZUCo4xi9OouBV0+swmy38UjMVXTzc7xdSZJ4P+8nSsxVPBV9M9E6+YShDTWr2Vq7nocinlJsyaYbtrOtfi7X+j9PtEcPWV2JZT8HG2YxxPcdAl3lE4sqLHs5YfgPvbxn4+3iOMrxlG4PqY0zGeA7H51WPrkqz7SJxMaPGOM/H0+tfHJVon4F+/U/MSXoPYJcHX8eAHvrd7Cy6hemht5HFy/5491bm8rCkvUMC+jJzeGOs7YBVpYks6sqC0mSeKvzJFxlbj4WZSVzsKIIT1c3HksYQLhn8zhMgJ9Sk0kuK6VjUAidQ0PpH+n4O7P0cApJBSVc370TaaUV3NG/h8Mbi3UH0ziYns/oXu2pqmtkeHfHPTl7Dmex40AmQ/rE4eXpToC/FzGtm5/vYykF/L4umT59Y0joEkV6WgmDh7Rvtu3C3AqWfruD7v1i6dY/hvSjBfQZ2r5ZFnljvYF5r/1C5wHxdO4fT01FHaGtgwhp1bQ3R5Ikvnrqv7Tr1oZOgzrg5etFRUElCYObZxWr0ZJBE12fO7+giZT3rtygCWGwgjOoPR88vdwuSQ5bDaexSxIawCbZcZVpsQCYbBZctC4gSYq6OqseN40rHlo3tAotSaPdQJW1gkh3ebMBMNsbMdhr8Xdtpaiz2BvQaFyd6CK2AaB1IqTBWa3RXo2Hxg+Ngu5UOH8OIW7K3eI2yUaBKZc2HjGKn6/ZbsFgN+Hj4qkYOGGyW3HXuGC2W/FwkY+atNptuGpdVL8vNrsdF63W6e+f4OxpUYN99jwN9j9XrsFeGn0MgksCtYvX6eVKF8s/LpfrYjzNmYuzyjVTrlv4z+i0nqrmCuCu9VLM5D2Nm9Zxi+vPOGOsZ6vVaeWfTZ9Go9GomiucSmdqq4tV1blr3XDXqgfIe2hPXTaUzBU4c9Ok9n05/Uzf2e+f4NJCdBHLIwxWIBAIBOeOMFhZhMEKBAKB4NwRBiuLSHISCAQCgaAFEC1YgUAgEJwz4sm4PKIFK7gicHYw/NkMmpck+wXXtsw6z+aYRH+e4AIjneefDCtWrKBXr15N/jp16sQrr7xCbW0tjz76KH369GHEiBEsWbLkzPvMZjMvvvgi/fv3Z/DgwXzxxRf/21VJ4oMPPmDgwIH069ePmTNnYrPZziyfP38+V111Fb1792b69Ok0NjaeWbZq1SpGjx5Nz549mTZtGhUVFaqnRrRgnUCSJA5tTKGx3oCbuys+AV50HdLR4ajGnLRiTqYWovNyx9Pbg4Te7fD0bl6Dp28wsn3TMTy9PPDz96R1m2DCIvwdbnvHngz0jSaCg3wIDfalXZtgh9vOLaliz9EcokL9iQoLIDosADfX5qNWzVYbS/enEOClo31ECO1CA3F1cXyvtTc3n5OVVfSOiqR9aDCuDlKcAOrNJr4/nkTf8Eh6h0XK6gDWFKVhlyTGRMTj4SL/Fay1GFhafIjJrfrg7+YpqwPYWnOEWF0kbT0dB0ycxiSZ2Fe3n+H+wxR1AEmNu+ns2Q93bfPP749Y7CYyTYdJ8Bykus6jhh109xquqquyllFlKSXes5uizi7Z2VSzmTGBV6uu83B9Oq4aF7r7xCnqCo01rC9L4e7owbJpXAC1ZiMrC4/T2T+c3kHyYRMGq4Xdxfnk1tVwd0JP2e+GyWolpaSMI0XFjIqLITa4eY03nEoiyyqtJL24AjdXF8b3dPxbbDSayS+robCslrLqeq4dmECAb/PvkdVqIyu3gorKBiqrGmjXJphunR3X4uZml1NWUkt9rQE0MGx0Z1wd/MaqyurIOl6EsdGEQW+mz7COBIX5NdNZLTYSt6RiNlmwmKyEtw2hUz/lz+dSo6VGEU+cOJGJEyee+f/u3bt57rnnePTRR3nllVfw8vJi9+7dpKWl8eCDD9K+fXt69uzJhx9+SFFREZs2baKyspL77ruPtm3bMn78eBYuXMjWrVtZsWIFGo2GadOm8e233/Lggw+yZcsW5s2bx4IFCwgJCeHpp5/mvffe4/XXX+fEiRO89tprfPvtt3Ts2JE333yTF154ga+//lrxGEQL1gk0Gg3te7fj4PpkPn/6e5bMXsPhTSmYTZZm2jbtIzAZLXzz1kq+enM5h7afwNhobqbz9tHRISGSX3/aywczV7B1YyoN9UaH2+7XO4ak1ALem7OO7xbtpqa2sZkOoG1EEAG+Xvznhy3M+GwlheW1DnXuri4MT4jh+x1HeHjeMlYePiZ77P3btCarqpqHli7n+dXrsdkdt6p83T3oFdaKx7eu4YaVP1Gsl69HHhkWy7cnD3Ld1u9YU5Qmq/N388SOxJ1HvmZhwV7MdqusNt6zNS9lfcXqit3YFVp+Oq2OvXV72VizSVZzmlprFRtrl6jqyq0FHNZvVNVZ7CZ21P2CRTIp6uySjRVV32LDpqizSTYWlv9ImaVMUWe2W/i2aDWf5S+lk1cbWV2NpZGPszbyj8RvifEOlTVXuyTxZcY+rts6n0NVhfQKlK8nPlxWzDXLFvD2/u2MaRMna656s5m7Fi3lqRVr8HZzkzVXSZL4ZN1unvhuJVuOnWRE51jZ8p2kjCKmz1nO3GW76BwT4dBcAYpLa/l47kZmf76emrpGOndyfLNQXlbHil8O8NE7q9i6MYUevds5NNfaqgZ2/36UT15cwg8frSco1NehueprG9m98hDfz1zGF8/8QEF6MbHd5T+fvzN6vZ4ZM2bw+uuv4+vry8aNG3niiSfw8PCge/fuTJgwgd9++w2A5cuXM23aNHx9fWnXrh133nkny5YtO7PsnnvuISwsjNDQUKZNm9Zk2ZQpU4iJicHX15cnn3yS5cuXY7PZWLlyJaNHj6ZHjx7odDqmT5/Ojh07VFuxogXrJP7Bvvzri/vZ+vNevHx1ZB3NZ/nn64nt3pZ/vD7ljE6r1TB+6iA69mjDicRcqssbePeJ74mIDuahlyei/UNLMa5DBDM/vJ1Vvx4iMMib999cTmi4H/c+Mgovr/+1mjx1bjz7+Fh+/GUfEWH+zP58A8FB3txz2xACA5rWc147sBMBPjpSskr4Zvle/H103DuhPyEBTWs6IwP9mH3XdczbcoBDWYUcKyjjwdH9CfNrqtNqNLwwchh6sxmdqytvbNjC40MHEuLdvDZ1UKtoHunejx2FeXycuJcZfa8iwKN5SIOnqxuvdRvNS0nr2VKaxYiwGLxcm+c1A9wW2Y/fy1LYVZ3JzZF9ZT+faF0Y7XStWFq2jV6+HRSzi9vq2rK6ag2t3FvRxauzrM5V48Zh/Xbidd3o4CmfgFRuyaPEkkWxOYtW7vL1pscMuzFKDVRaColQ0O2sX0uBOQtXjfLPc0vtVg41HGZKyGRFXao+hw1VB7g6qK9inatNsrO3Jot4rzCGB8knV5UZG9hXWUC4zocXu4yUNbjcuhq+SD5AnH8QD3btQ7Rv8x4agMyKSj7euYeEsFBGxLbj9l7dHeoyiiv4avN+WgX4MqJzLE+PH4qXR/PvTWZBBd+t3o+vl45xgxK4dlACsZHNE5py8iv5YfEe3NxcuHpEZwL8PBl5VadmuuLCahZ8vRVJkhh+dRcCAr257Z4huLk1/Xyqy+v59t1VmE0WBlzdhUn3DmPYdT0I+VMGsclg5tMnv6OxzkDvMd2Y9M8xhEYH023I2Sc0XRL8BU8dvvnmGzp06MDVV1/NsWPHcHV1JTr6fzXvMTExrF+/ntraWiorK4mPj2+ybOHChQBkZWU1W5adnY0kSWRlZTFmzJgmyxobGyktLSUrK4tevXqdWRYYGIi/vz/Z2dmEhMhfay4Lg50wYQL5+flo///uNzIyktWrV//l+6HRaBh566luwAHjezHlqXFUlzpuJcZ1iSKuy6n4vwl3DaYkv6qJuZ7Gz9+LqfdeBcCY8T3IySrD08HkAC5aLXfdMghJkhgzojMZWaV4eTk2pYFd2zGgS1s0Gg0ncktxd3P8MUcE+DJj0ghctFqO5pfIHreri5Y3xo7G3cWFQwVFGCzyLcl7Enpyc/suJJaXUGU0ODRYgB6BrZg/aApJ1cWUGhuI8XHcYvFx1fF+51s40VBMhbmBSF2A7LanRowh31iKl0qXbjfvbvi5+BGvU+6KC3QNZYDPGMLdHHcXnsbPJYQB3hNw1SgHLwS7RdHPe5yiBiBO14VGWx06jXIYRjevbhjtRmJ1ymETfi5eTIuaRIyncnJVrqGSGXHjCHDzUgx1ONlQxfSEqwjTeRPiIR8CUqxv4Lm+Q4j09sXbzfF3FUBvtvDMsCFE+fspPlqQgCevHULrYP8z6U+O8HBz5ZHJQ4gM8VdMf/L19uCBu68iIkxZ5+fvyb0PjzrzCGfQVY6N0DfAi7unj3MY6t9k/zzdufeNmwmKUNZdNrSwwer1en744Ycz3bGNjY3odE2vKzqdDqPRiMFgAMDT07PZMgCDwdDkvZ6entjtdsxms8Nlp9/z52Wnl5/enhyXvMEajUaysrLYuXMnQUGOL8IXC41G49SPRKPR0KqNfKbsH2kXG6a6LoD2sfKZvH/UdWqrrDt9keoWrfzs0t3lVFdYn9byz9pOb9fbzZ0hkepdXSEe3oyOkJ/Z5TRtvYJp66V+/jp7t6OzdztVXRevzoot1zPr8+pLZy/5VvNpYnTdiNEpPysFaO3egdbu8i3D00S5xxDlrp7QFO4exoSg61R1cV5RxHk5znr+I7395XOU/8iQUOd0A1sp35icpkek8nfvNB1a/a+lIGeuANHhAWf+rXSjEBzk45TO20eHt49yXCaAq5uLqrme5ooxV1o+yWnjxo1ERkbSs2dP4JSxmUxNH7MYjUa8vLzOmKDRaMTHx6fJMjhltn98r8FgwNXVFQ8PD4fLALy9vZuY9B+Xn16vHJf8M9j09HRCQkIuOXMVCAQCAS02ivg0W7ZsYdy4//X8tG3bFovFQlFR0ZnXsrOziY+PJyAggODgYLKzs5ssi4s71VsVFxfXbFlsbOyZZVlZWU2W+fn5ERYW1ux9VVVV1NbWnlmvHJeEwVqtVurq6pr9NTQ0nOlvv/XWWxk4cCD33XcfJ0+evNi7LBAIBIK/gKSkpDOtVwAfHx9Gjx7NBx98gMFgIDk5mVWrVnH99dcDp0Yff/LJJ9TU1JCTk8MPP/zApEmTziybN28eJSUlVFRU8OWXXzZZtnjxYjIyMmhoaGDOnDlMmDABrVbLhAkTWL9+PQcPHsRkMjF79myGDRtGYKByZvgl0UW8f/9+7r333mavR0VF8dBDD9GtWzeeffZZQkJC+Pzzz3nwwQdZs2ZNsz5xgUAgEPy1tGQXsc1mo7i4mNDQptM7vvnmm7z22msMHz4cLy8vnn32WXr0ODUQ8amnnuLtt99m3LhxaDQa7r777jMt4KlTp1JRUcGUKVOwWCxcf/31Z7xn1KhRFBQUMG3aNOrq6hg+fDjPPfccAAkJCbz55pu89NJLlJeX07dvX9555x3V/b/spquTJIm+ffvyzTffNBnVdRoxXZ1AIBA0pSWnq+v1z/Obru7I51fudHWXRBexEosXL2b37t1n/m+z2bBarXh4KI8UFVy6tETqks3J1CObZHd6vVZJuQ71XLQtsU5nj/1stJIktcjnJLjy0Ejn93clc8kbbFlZGW+99RbFxcUYjUbeffddYmNj6dSpeb1aSyFJEklbU0ncnEJOSj7VpbWyF5WCzFJ2r00iIymP6vI67DLBDEaDmc2rEkk+kE1FaS12u/w3be/eTHbtSqewsFp2fQCFpTUs35hMek4ZVpv8xdlms7N0ZzL7TuRhNMuX3AAczClg2eFj1DQqD0dvtFj46sBBsqurFXUAa/My2VqYo3ph1lvNfJa+B6OteaDHn1lVkkJOY6WqzmK3sqR0r6oOYGPVAYw25VAIAL3NwK7aI06tc0PVHqd0RaYKDtXJh3Ccxi5J/FS806l17q/O4UB1rqquwqTns3T1c2Sx2fg5I5XECvkSLzj1+0ksLua7I4nYVT7zwuo6vt9zhLyqGkVdXaORLUknWX84XVFnMltIPlHIr+sTqdc3D3I5jdVqIzu7nM2bj3HiRJGirji/ikO7M9i5IRW7zfHv0Wa1UV5UzfGDWexYeZiaCsc9azarjYrCKk4m5nBofTKZR7Id6gSXJ5e8wT788MMMHTqUm2++mUGDBpGXl8dnn312pib2r0Cj0dAmoTXLP1nLy+Pf4dNH52FwkLoEEBkbSmFmKW/e+xUzJn9MSa7ji77O053INsF89tZK/nXnV+xYnyK7/e7do/l9XTLPPL2QOR+vlzWmqPAAbDY7z81axiOvLpK9oLi4aOnbIZr3lmzllre+53Bmgey2e7eNYs/JPCZ//iNfbtsve4H0cnOjbUAAdy5ZyjNr11HZ6DhtCuCqVm2YeWAb929eQZLCxdnHzYMqk4E7di0mqbpYVgfQxjOQfyYt4khNvqJO5+LOyrKDbK1KVdQBlJiqWFK2VVWXayxia/V+VZ3RbmJFxWYabPLnBk4Z0ryiVRjs6uY+v3ALGXplgwNYWZLMC8eWk+ArXxIjSRLrizO4bedPhOm8FUtXNuZnccvvS1iTm07PEPl1ZlRWct+vv/HEqjUMbhMtO/m60WLl1d82cuc3P2MwW2gTFCC7zmW7Urjt7YUs3HyYQQnyJUM5BZXcNf07/v3JGtq0CsTX2/GYDbPZyoznF/PCjMWknSiiQwfHxyNJEj/O3cJz983jpy+30qFrlMPadoDk3RlMv3427/3zO7QaDQEhjrtoq0tqeOOm93lt4nvsW3WI6E7q5VSXHC08ivhy5pI3WDc3N1544QV27tzJkSNH+Oqrr4iMVK7FbAkCw/15cdFTjLhtCB37x/HO1I/55rmFZCfnNdFptVpufvwaHnjtRnqPSOC/by1n7ktLyD5W2GydnbpH89Ls2+g5MI4DO9L5+PXfyEprfrH08vLghRcn0r17NG5uLrz7zkpOZpY63M+bxvZk8tietI0M4p25v5Oe7VjXNiyQl24fTdvwQOavP8SxXMc6rUbDi9cNp11IIIdyCzlaIH8xvyY+jsFtoimsqyerSr4l6+vuwb0JvUivqaBIIVIRYEqbruQ11rI0P0Wx9dPVLxIbdj7K2kydRbm1HeEewOd568kxKEcMWiQrayv3kmNQNvcsQwHZxkJyDM0/4z+yr+4oBrtJVbejJplUfTZWSbl3YU9NOstK99PKI0BRl9NYydycHXTwCVPMdDbYLCzMScRqtzM+SrmHKKWyjHKDnse7D1A04pTSMqoMBu7s2YP2wfK1zNvSsimrb6B76wjuv8px7bEkSWxLPsnGIxnER4bwxt1j8fVs/qhIkiR2H85izoKtdIwN51/3jqRvt+ZGLEkSBw9m88a/lxETE8qo0Z2Z9vDoZjfvkiSRuO8kb09fjNFgoXu/GF75aCphf6p5tdvtJO1K5z+PfsfWZQfpO7ozz3/xD4ZM6NVMl7ztGB8++CVfTf+e3mO6M/Xlm3jk43/g4SBk5pJHGKwsl8Qo4ssFNw837p81FckucfOzE0nbn0nqrhPEOMgPHTapD0Ou64mLqwuZyfnsWp1Iu4TIZhejNrFhPPnaJFxdXcjJKOX3ZYe498kxuHs0TQXy9HTn2ecm4ObmQn5+JUt/OcB99w/Hz6/5BfPOSf0xW6xU1jQy/9e93Dd5EBGhzbNQe8dH0bF1KA0GE5+u2M391/anXXjzYecBXp7MvmU8Vrudd9duw8vdjfbhzePBNBoNz101FFetltc2bcFfp6NDiOOL6pT4zvQLj+L9w7voEBBMnL/jOucE/zDm9ruBzzL2UmSoo7WX47g9N60Lr3QYz4L8vVhVnjNeF9abX0v3E+GhPMS+k3db0hrz8HOVTysCCHMPIsI9BLvK1SLQ1Y8I9xC0CgH6AJEewcTqIgl2C1DRBdLdty29/eVjFwHqLEZ6+7fh+gjlMIzDVUW09vTn2YSr8JGJrgTYkH+SKlMjC66+iVh/+XO4Lj2D42XlfHPjJPwVRvz/npLB0cISPrptAiaLVTZEYmtyFik5xbz3wKlwDW+d4308cDSX5LRCXn9iPB7urni4O07YOnGimOTkPJ6ZPh5fXx1arRattvnNQlFeFUn7s5n23DhCwv2xWm0OM4j1dUaO7s7gruevI6JNCDarDRcHOskucXxPOjdPv57WHSOx2+yyLeHLgSv9Oer5cNmNIlZDjCI+N5Si4v6IXZLQoJx8A2C123HRaFR1RqsVDxcXVV2DxYS3q7uqrtZiwM9Vp6qrtugJcFWOBASostQR6Oqrqqu01Kgaol2yU2OtJ8jN8U3CaWySjXprIwFuyiM/bZKdBpsRf1flNBmrZMdos+DjqjYrkA2bJKFTmOEIwGyz4aLRKKYpgfPfAbskyXYd/xFnv6OC5rTkKOI+D57fKOJDX1+5o4hFC1YAqBvmaZy5EAKKmbJ/ROfq3FfQx825UeNq09qdJtBNuVV6miC35i1/R6iZK4BWo1U1VwAXjYuquZ7SaVXNFcBVo1U1VzjVC6CcpnyK07GZqtt18jvg7HdKmKvgckMYrEAgEAjOGc2V1Ql6QREGKxAIBIJzR/irLMJgBQKBQHDOiEFO8ly+Q9cEly3OjqtTCyX4I1aFAI4/65xdr9muXCZzLtqWWKfFfhbpUE6eJ7tIchI4iyjTkUUYrJOc2JtOdnIuRr1y8X9xTjlJ209QU16nqDObrOxal0xBVpliihPAkQPZJB/JxWxSvuCWldfx++ZUqmv0ijq7XWLl9hTS88pUL45J2UWsT0zHYlW+iJusVv676xAVDcrbBth4MosDBcq1oHBqtOpnSfudMoXfco+R11CjqrNKduZnH1TVASwtTKLRZlbV1VgMrC095tQ6FxUeckqX21jFjoosVZ0kSczLUg+5ANhXXsC+cuUgDoA6s4m5Rw+oDiqSJIkVJ06QWqZcTwyQVVHFT/uTVL9vDQYTv+xKprhauRrAZrdz6Hg+2w5lqm67sLiaNRuOYjAof5b6BiP7d2dwMl05uMNqsXEytZD9W44rHo8kSZTlV3Jgw1HqVX6TDdUNpB/IJDc1T1EnuLwQBuskodEhfP7oV9wX+wifPvKV7A8rvE0whzel8MTwN3n+uvdkf1juHq74Bnrz6n3z+Oe49zl2KEd22x0SWrFw3nYemvoFv/y4R3bbYaF+VFTU89BTC3h79mr0MjcDWq2GLrERPP/xCh6b9QsnZMIoALq2jWDVgePc9dFiftubKrttD1dXAr09uWPez3yz8wB6k/zFrG9UJM/9vp53tm2n3iR/w6JzdSWvvobHtqymyqgcHhGi8+bh3StUTVbn4sr3OYfYV6l+IctprOKHPHUzPl5fzOrSo6o6g83CjwUHqDA1qGo/Obmdaoty4hPAwtwjHK5Wv1nZV17A0/vWEOerPK/yyZoq/rF+mWqpTlFdPU+tWcuPSUfpHBYmqyura+Ddddt4YMEyukVFyJq22Wrjq9/3ccfsRRRW1dEqUH4U9dZDmdz/75/4ZNF2enWSn9S9uLSW6a/8zJMzFhHg54mnTIiD1WLj0/+sYdqdX7Jr6wli4uSPZ+PSg0y75j98NONnouPCZI8nL62Ifw56jelj36W2oh7fAMej1s0GMy9d828e6vQEy2avILxduOy2L1VEFrE8wmCdJDgqiFeXv0B871gM9Qb+c+fHnNjXPAdVq9Xyj9cnc82dQ/EN9OGjx+aTvDPNoTF1HxDHo2/eRFCYH4s+28gBmTtibx8dz712A2ER/hzZn8W2Damyrd7bpvSnZ7c2lJXXs3HbMWwyrb/Y1iH84/oB1Dca2ZWUhVUmU9VFq+VfE6/CarORmF2k2JKd0K0Tob7ebEvPUeyGDfT05Jr4ONamZ5BZWSWrAxjZOpbD5cX8kqEcbdg5IJQyo553k3dgsim39H3dPHgzdSNlRmWjq7Ma+Sn/ECVG5d6I1PpiTjSUclJfrqjbWpFOo83MsXrlZKi9VTnsqcqhwarcW3K0ppivTu7F30152sYKYyPvJG3Dy9WNcE8fWZ3Vbmfu0YMUNNQxKlo5vGJ3Xh6HCou4pWsXxTIbvdnCrpN5DI5rQ9coefNoMJg4mluCn5cH91/dT17XaGLnkZNIksTTd47ETyb+0GC0sHJtIkajhRsn9GLwgHiHOrPZym8/76e0uJb4DhE8+sw4h6EPVquN33/ez7ZViYS3DuT5j++gVZvmISo2q40dyw7wzUs/ExodzP1v3szVtw9uprPb7exbeZC3pvwHnwAfhkweyDMLnkDnfRlOYiK6iGURQRNniVFvwtXdhZKsUlbMWYOHlwf3/+fuZjpJkmisM2BoMLF87kYaaht54uO7Hd7x1tc2ggTL5m2nJL+SZ96/HRfX5j/y2ppGPDxc+XXRPrIzS3n6pYl4ejW/K9frTWi0GlatS+JYWhHPPDYWX5/mFyJJkqio0bMrKYsDqXk8e/doAnwd15EWVdWRklvChsQMXr5lNP4yF7bsimoKqmv55XAKb99wDd4ejlsNuTU15NfWsij5KB+MuxYPmXrYBouZjXlZrMvJ4NOR1ynWVi7KSmZzcTZfDp6o2L25NP8oG0sz+KLvTbIagNUlqfxalMx/uk4kyF2+bnZHZSZf5ezk9U7XEecdKqs7WlfEuxm/Mz3uanoFRMvqigy1PJeygmkxg7kqJE5WZ7RZeejAL9wT05fR4Y4NBE6dw2m7l3Nv+95cHSm/vhqTkce3ruYfnXsxWsFgy/V6nv99PQ/27UuPVhF4uTmuni2qqeP1lZt4esxQfDzcaR3ouAY4r7yaWb9u45FrBxLo40lUsGNdTlEVH/+0lduv7UO7yGDCAh3fLOQVVPLp11uYcE13undtja+vzmEoRnFhNZ99sJZho7swamxXDI1mfB0ko1WV1/HxjCX0HdGJsbcMwGQ04+vfvP7YqDfx7n1f0nVIB8b9YzhIEt4OdHa7nbcnv09Mz3aMf/gaPLw80Hl7tGi+eksGTQy4e/Z5vX/fgqcv0J5cegiDPU8sJgtuHurl+Qa9EU8ZU/ojddV6/ALVQxDKSmoJDfdTfU6WV1BJVGSgaupOel4ZbSOC8HBX7hpMzikmJjzIYQbsH9mXnU98WDDB3spBCFuysukaHkaot/Ixr8pOZ2BEa0I8ldf3c3YK10a1x89def/mZx/k9jY98VDpCv06ew8PtBuoep6/yd3FA22HKGrMdis/FRzknjYDFXXV5kY2lqdzc1RPRV1hYy2JNUVcF5mgqMusqyRfX8vIVsqt0uNV5dSbTfSPkO92BTheXo7NLtE1XL4rFSC9tAIXrYa4UPkMYoC88hq0Gg2tQ5RDOMqrG7DZ7UQEK4d/1DcYMZmshATLt9bhVOtVX28kUEVnt0s01DY69bt09nfu7HXjQiEM9uIgDFYgEAiucFrUYO86T4P9/so1WFEHKxAIBIJz5kofqHQ+CIMVCAQCwblzZXWCXlCEwQoEAoHgnBEtWHlEmY7gL8fZx/42u91prbMJRTa73Wmt2eZ8QpJaadDZ6s5m+5az2M+zOU/OcoUN4xAILhjCYC8w5fmVZB7OxmpRvuhZLTYObk6lvlo9+Sj1cA7Z6SWqF7KqqgZ2bD2OyWRR1EmSxMbtxykpq1Xd9vGcUnYlZatu22azs3DbERoMyrWbANvTczhaoJyWc2o/4Zv9h5yKNlyZkUZRvXK9KpyKAPzuWKKqDmBxZgqNVuVzCVBjMrAi94RT6/w+I8kpXU5dNVuLslV1kiQxL/WwU+s8VFzEwWL1UIpGi4UFhxKdWueGY5mkl1ao6kqq61m2N0VVZ7HaWLUzlQqV5COAjKxS9h1WP0d1dQY2b0zBbFa+ubHZ7KQcyiHvpHoyVXlhFUk7HNe3/xGTwUzKjhM01isHpVzWiDpYWYTBXmCCowL5/b9beLj7dD6e9jX1VY7DDFzdTk0y/sQ17/LGPV+SdiRHdp1t48OZ8/oynr37K37/9aDsjzooyIfMzFL++cA8/vvNVtkkJ41GQ9vWQTzx8mI+mLuBvAL5sIcObUL58fdDTP94BUcz5QMSXFy0uLloeeCzpew4pmzIXaPCeebntSzen6yoc3XRcqKsgjc3blVtpXm5ufGvDeuoMRoVda5aLfOOHSa1Uv0iml5bwaIM9YSmpKpSVuWlqeqMVgs/ZCRS0qie5PRF6gHKDOomsyIrjd3F6vGHmVWVPL95PRHeyqNJawxGnlq+RrX1bLJY+eD3nXy9/QDtw0NkdTabnV92H+XBz5bSJjRAVme3S2w9lMnD7y4hLbeMEJnkI4DkYwW8+t4KZn64hk7xEbK60pIa5sxex6MPzkOr1eIuU4JmMVv5ae5mnrjlU1Yt2kvrdvLHs2t1Ii9M/piXb/uUkMhA2fKtwvRiZt48m4e6PkNOSh5eMvXlVwIa+/n9XckIg73AaLVapn1wN+37xpF9NJd1327BJJOB2mdkZ25+/BpK8irYtuwgDbWOo/F8/Dx58vUb0dcbObQznSqFUqSpdw0hMMibo0l5VFXKX8jbx4YzZlgCBxNzKK+UX5+LVss/JvQnI7+cPUdzFA1xfJ9OGM0WftyWiFGhtRDs40X31uHM332YrHLlJKfeUa3YmHGSNSeap2b9kWg/f/Lqavlg7y7F7k2NRoOLRsNre7fQaFFunVYYGlmQlkSNSdm0kytLOFZdTlad8rFsKc5Gb7WQXKXcek+tKmNzYTaVRuWoxPz6Wj48skd1AnS92cybO7dhsFqJ8pU3WEmS+GbfQY6XldM7qpXiOvdm5bMq+QSjOsUqJjlV1OtZvCOJqCA/esdGKW57/f40qusauePaPorbzsguIy2zhLtuGYi/g2CI0xQV1nA0OY/efWIYPlK+Vjg/u5zUw7m4ubnyz5cmOkxyAijNq2THisPUVTXw2Hu3EyUTqVhbXsfKL9ZTkl3O2HtHcN3DYxSP57JHtGBlEYOcWgBXd1eenPsAjfVGjmw8ypuTP+CGJ8fRd2zPZtpxdw2l1/AEirLKmPXwt0x8YCT9RndppmvXIYKXP74Dfb2Rj15ZyvVTB9F/eKdmOg8PN558Zjyurlo+n7Oe8df3YtCQDg73c+pN/Rk5pCPf/bwHvcHEsIGOdX0Tonn70etYujmZDfvTuWZAR4c6H08P3rxjLOsOp7EhMYOJAzrLnqM7B/bkQE4h+7MLiAuTDyIY0KY19SYz5Xpls4n29eOWhK4AqqEat3boSqXBoGpMwyLbIQE2Sfk2u0tgGHF+QajdjLf29qedTwDBHsqtmSAPT+L8gugeLN86A4jw8iHWP5AbYpt/D/6It7s7vu7uPNZ3AG4qx1yu1/PggL50i5DftiRJbE/P5onRg+nZRt6IJUnix22JTB3Wk/aRIbKtPUmSmLdiH3FRwdwzvp9skIQkSfz4634qqhp464UbiG3rODXLbpdY9st+TmaW8vrMKfj6eTrctt1mZ83P+0naf5In/n0jFrMVvwAHyUs2O78v3M3+jSnc9fwEPH10tGrbvJVrt9nZ8N02di7dx+RnJnDjk+MJbROsGlJyuSMGOckjWrAthM5bR1BEAKPvvIrnf3icxjrHz2A0Gg2t2obQZ2RnZnx5P6V5lbKtxKi2IXTo2poXPridrLRi2ee80W2CaRUZyEuv3cixlELZWUS8vTyIjwnj5afGk5RaQJ3McyKNRkPX2Fa8cM9oDp3Ip7pO3uy6tY3gqeuHciAzn8o6+S7Onm0iuW9oHw7lFlLZIL+++JBgHhzQh8TCYmoM8i1JXw8Pnuw/kNTyMvQW5VlTHu3en8zaSkUNwG3xXdFbzATrlNOjRkXFonNxJd5POUg/ISAEP3cP+oTKt+QAPF1dCfX0YmRUjKKuuLGBEE8vJsQ6vuE5TVplBcFeXtzepZui7mhJKYFentzdpyc6N/l778T8Ynx1HtzYuzMxIYHyuuxidO6u3DioK13byht2yskSXFw03Hf9ADq2lU+Hysg+1a3/xAOjiI8JQ6uV6Z4tqMJuk5j+/ASiWgfhJ9PKra5swGq1MeP92wlrFUCUA9MEMDaasUsSL817gNgurR2a62lc3Fx4Zekz9BzVlfB2oS0afyi49BFJToIWQZIkp+7cbXa7aosTTo2oVWtxAhgsFjxlsnH/SIPZjI+745zkP1JtMhCo0uKEU4H6ISpGbJckasxGglTWZ5ck6i0m/N2VI/ckSUJvsagehyRJGK1W1fMiSRIWu92p8+zs5+bs90DQsrRkktOQKe+f1/t3/TL9Au3JpYfoIha0CM5eVJ25SANOXfQBp8wVcMpcAafMFVA1VwCtRqNqrqd1auYKp86xM8eh0WicOi8ajcbp8+zs5ybM9cpHdBHLIwxWIBAIBOeOMFhZxAMCgUAgEAhaAGGwgr8cZx/72yXpgic5SZIkO7n8nzmbJCdntS2xTmePB5w/T86Ee5zmChvGIThLNNL5/V3JCIO9SNjtdlJ2pWFWSV0CyEjOp6xQucYSoKHOwMGd6djt6t/aXTvTqZWpu/0j2XkVJKaoBxlIksRvW5IxqaTlAOw7kUdGoXr6jwb4YecRpy7g61MzKKtTD3CQgB+POJem9GvKMYwW9eOpNRpZnaZcp3uan5LVgysA8mpq2JmT65R24WHnjie5oISkfPmwkNOYrVYW70l2ap07U7PJLatW1VXXN/L7HvW0K7tdYvPOE9Q3KNceAxQWVpGUqH6OzCYLezYfx+bEjUjWsUKKc9W/m/raRtIOnFTV/S2QpPP7u4IRBnuR0Gq16GsbeXzgK8x7cRE5qQWy2og2wbz10Le8/+T3HFGIZ/Px8yTpQDYzHviWbeuOKsY1Bgd589SjC/jl532yZTwAbVoH8fXCHXz41UaqFQxZo9FgNFt55sNl5BYr3wzERAQx/etV7DmmfHHUaDQk5Rbz1eb9qiar0Wh4efkGVUOUJIn5+4+QXaVuCsfLy1l27JiqLrmklHUZGao6k9XKj0nJlDao3wjMP3SE4jr1EfFbMrPZkqkeF1ha18CrKzYS4KU8eMpstfH6LxupbVSO9pMkiZ+3J/Hp8l20CZUv1QE4dDyfJ2YtJVAhFAIgr7CKV2Yt53ByHr4+8vtZVdXA13M38+oLS2jbznEtLIC+wciKn/byrzu/Qq834iITIGG1WNm24jCv3fMlCz9cR3hr+XKr5G3H+fjReTw98g28VI7n74JowcojDPYiMmB8LwZN7MO2X/aSlSxvNr4BXtz34kSO7j3J3vVHFc3mlvuH0VBnYMVPezEZ5VvHnTpH0blra35bepDcHPk7dhetlklje7JzXya/b0lVPJ5R/TuQV1LN3F92KbZkwwN9iQj05aNlOyisUM5Dbh8RwpK9R9l2XNlEgn28SC+r5JMtexTPjySBxW5n1qYdqoH2ZfUNLDySjEEl8SmppISU0jLya5WPZWduHg1mM0klyklOudU1bMzMorRBOSqx1mDkw2271PNwrVbeXL2FGoORYG/l0c4Ldhxm/8kC2kfI13oCHDlZyPz1B+nTvrVsPSpAVW0jn/28AzTQp1O0rM5mt7PotwOcyCzhhnE9Fbd96EA2mzemMu66ngQ4CIY4TXVFAyt+3EtwmB+jxveQ1VktNjb9sp+inAoeevUG2SQnu83O4U1HObThKLc/P4nojpGK+/m3QSQ5ySJGEV9kpr54A/2u7cHu5QfJTMzh7temoPPyaKbrMaQDz396NyeO5PLxc4t4+PWb8HRwl+/r58mjL15PdWUDH7+xnCdemYiPzJ32bXcMYsjQDvzw3U6mz5gge7EaPrgDWq2GdVtSGX1VJ0KDHdfUhQX68PQdI1mxPYWy6gaiwwNkj/vO0b1ZdzBNdXKAvnGtKatrUAw+AGjl58vVCXF0DJdPDDrN2I7x+Ok8sEkSSkUpfVtH4e3urlpb2zEkhPjgINW85DBvb9r4+xPkqdzycdVqaRcYQPdW4Yo6NxctcSFB9I1WDq7wcHUlJiSQ2NBA/DyVW7Aeri5M6N2JTpHyLUOA0uoGxvbtyFVdlcMwMvLLiI0KZnT/jrItSIC0zFJq6ww8/fDVxMfIh01kZ5WzZVMqjz01lt592snqivIq+fK9NTz28kT8A71kTbO8sJrPX/mFcXcMwT/Yh/Box6liVSU1fPXcQjoP6sCM7x4lYWC87LYFgtOIFuxFxt3DjS6DOvDgu1PpMrgjc5/5XlbbuV8sNz00kquu68VHz/6EXaYF1qV3W4aO6cL1t/bng5eXyic+RQczeGgH7rxnKO+/uwqjTIvXw92Vq4cl8PA9w/jgiw00KnQpj+jbnqemjuCjhVswKjxfvqprDI9NHMwXq/dgscobU5+YKB4ZM5Afdh5RHHgTHeTP4yMHsS41Q3UCgaeHD+F4ablqzefdvXtSbzYT5KXc6rs6LhZ3rQuxQcpJTl3Dw/Bxd6dvlLIhhvv4oHN15er4OEWdVqNFb7ZwR2/51hmA3mQmo6ySf40eopgbXNtoZE9GHo+PHUxUkL+srqJWz5oDJ5g2fiC94+WPpaSijkW/H+apqSMY1L2drK6otIb5i3bz7D+vYUg/eeMqKa7h67mb+Nf08QwZ2gFPT8c1wBWltcx9dzWPzLiOngNiiengOEWqvkbPJy/8zD3PT2DQ2G507uv4ZsFsNPPJ4//lpifHMfGRMXQe1F7U9/4B0UUsj0hyusSwWW24uKoX+5uMZjx06iEDDXUG2RbsH6msqCc4RD3tJb+oiqiIQMVuQYD0vDJiIoNxUzmWpKwiOrYOQycz08lp9qTn0rNdJJ7uyoEJG49nMqx9DO4q212RcoIJXToqGg7A0pRUJndtng39Z5akpHBz166KGqvdzorjJ7ipi3xGM0CDycyOnFzGdWyvqKtuNJBcXMLwOOVWZHm9npzKavq1a62sq9NTWltP12jlDOTKukaqGxqJj1TuRq7TG6mtNxAdofyM1miyUFtnIDzUcQbxaWw2O3V1BgID5Wfagf9PuKo3OvW9d/Z35Ozv8lKlJZOchl/33nm9f9vq5y7Qnlx6CIMVCASCK5wWNdjx52mwa65cgxXPYAUCgUBwzlzp3bzng3gGKxAIBAJBCyAMVvCXczZPJZxOfXIiXOM0auU5Z6sD59OUziZ1qSX209nz1BKfkeAKRQRNyCIM9iIhSRKZh7NkRwL/kby0Imor1Z8tGxvNpB7Icmr7iftOYmhUnjcVoKiwmvQT6uk/ABu3HsOqMCL4NMknCskrUk+mAlixI8Up3dbkk1TVqydTAfy617l1rjp8ArNVPcmp3mBifYp60ATArwed23ZhVS17M9QTtMD54zmRX8axvFJVndVmZ9Uu9YANgIMpeRSX16nq9HoTO/c4d4727s7AqDBS/TSVZXWkpcgHtJzGbrOTuDPdqRuB4uxyKorUQ0gsJgs5KXmqur8DYhSxPMJgLxIajYbikyU8M/hF1n65Hr1CSlJgmD+v3fwx37/9G5XF8j9+nZc7u9YmM+vx78k+XqS4fXcPN56/bx77tsknQwFEtArg80/Ws/jHParmWVHVwMz3V8lO3H6a8BA/Xpq9kszcckUdwO6jOSzfrm4gZquNWT9vUW3NWW12vttyiNIa9RuWo/klrEtSj0BMKShlw1F187DYbPy4O4nyeuUACYBFe5IpqKpR1R08WcD6JPVt1zcaeXvRZtXR2pIk8cnP2ylSCQAB2Hkwk08WbCUiRHn0b35hFTP+vRR3lW03NBj55MN17Nqehk6mBAfAarWxZskBXn5kAeGtAmR1kiRxZGc6L905l7LCasXSmtzjhXz6rwV8OeNHgsLlS5QqC6tY/PZSnur/vOKx/K0QQROyCIO9iAydMoio9pF8/+oijm6TT0nyDfTmhn+OYf33O1j22XpFQ7zpwRGkHcnly9eXYdDLhzgk9IgmMNSXubNWk5tZJqvTajUMG5nAb0sP8Psa5czbAX1iSTlexKdfb1GsbQ0P8cXNVcs7X/5OmUrLPCrUn3kr97JfJVbRR+dOUlYxP245oqgzWa2YrDY+W7dHUQdQVF3H4j3Jqt26yfnFJOeXUFqrHIF4IKuAeqOJo3nKSU5ldQ1sSM6gqFr53JitVj5ZsxuzQiQmnDKa95dup6ymAR9d8xCTP7JkcxKbDmbQOjRAUXf8ZAlzFmylfdtQxZKt2joDH3y6nspqPT26ypcJ2e0SC/67nd070xk1Rrncad+2NH76aiv9r+pAQLCPrK6ssJq5r/6KyWBh5I19ZHVWs5X5/17K/t+TufuVm2RDKQA2zN/C8o9XM/LOYbTr2kZxPwUCMYr4IqLRaLj//bvptqoLqz5bi87bg56juzvUDrupHxaThQMbjrJr+SGG3tDXoS6kVQD/eP46ThzJZcOS/Uz8x1Wy277xzkGkpRSyaVUi9z11jewd/oiRnWnUm0hJzmfcdT1lL0Dt2gQzeWIfklLykRSe9Wk0GqZc24uNu9PQeSjXtfZoH0VBWQ1RofKtCoBgP296x0fRNky55tJmszOoYxuigvyx2Gy4KYRNJESGUVpbT53BSJCPfNhEdHAAsWFBNBhNhPvLX/C93N2ICvTD20O57tJksdI62J8OrZTrTI0WK21CAogIkN8mnDKv2IggXDQavBVahgCRIX7079yGmEjl0Aw3Vxc6xoZzlUIwBIDZYsXDw5W7bhmIh8Jn3dhooiC/ism39KdHT3njMpssbFt3lEl3DOKqMfL1yTarnaVztzDujkFExYTiJtN6liSJX+asIzIunJG3DiS2q+M4R0mSWPf1RrKTcrj33TsZeccw2W3/3dBc4c9Rz4dLrgU7c+ZMZs2a1eS13bt3M2HCBHr27MnUqVPJzlYPN79cCAwPYOz9o5mx6GnWfb2RtV+ud6jTarWMuWMo0+c+wKFNKayet0V2ncOu78UDL02kJK+SFfN3yOp6DojjlvuuwkPnxrIfdsvqgoJ9uPOeq+iYEMmSRXtldRqNhtsn92fkVZ34ael+WR3A+BFdmXJtLxatPqioG94rjqnX9GHpZuXZXRLahHHf2H7sOa7c0vXz0vHI2IEUV9cpmivAPcN7Y7HbFc0VYGy39ujcXIkLdxyzd5qebSPx1XkwIF4+kxdOGba7qwvX9eqkqPPVeVBRp+fhsQMVdVqthkMZhTx78wh8PeVbsJIk8du2ozx281V0jpEPm5Akifm/7mXabUMZ3l8+DMNul5j77Tbuu3Mo48Z0U9R9Pmc9N986kCm3DlTMAv7i3dUMu6YLU/4xlPAoxzdTNqudL19fRkznSG64fzj9RjkO9rBabHz1wiJcXF14YOYtDLuxv8z6bHzzzHcUnyzh2YVPMubeUbiqdHf/rbCf598VzCVjsNXV1cyYMYPvv28aFVhRUcFjjz3G008/zf79+xk8eDCPPfbYFTdy0SfQh2d/eJK2Kt1O7jo3Hv/obkKighTPgdZFywMvTcTbV6c4clSj0TB12khcXV1Un7FOvLEvdknCrDIl3TUjO2O12lSnrhvUKwaTyaqq69E+EoPJotjtDBDXKphGk0V1WrJWgX4YzFbV75Cfp/K5O42LVqtq1nBqtK+XSosdoMFoJtRXOa0IoKrBQLuwQFy0yj/j0poGOkSF4Kmy7aKKOhLahRPkp3xDUVRWS5f4CFqrJDSVltXSNSGSjvEqyVAV9XTr3oZeCtnCAHW1jXTr046hKl3IRoOZ7oPjGTd1kKIOSaL3qC7c/NQ4xeezWhctAyf1475Zd+Gqkon9d0QjSef1dyVzySQ5jRs3jt69e1NfX09UVBTPP39qEMGPP/7I6tWrWbhwIQA2m42BAwcyb948undv3p0qkpwEAoGgKS2Z5DR65Dvn9f5NW164QHty6fGX3Y5ZrVYaG5uPlNVqtfj4+DB//nzCw8OZMWNGk+VZWVnExf0v9NzFxYXo6GiysrIcGqxAIBAIBJcCf5nB7t+/n3vvvbfZ61FRUWzevJnwcMdTcxkMBnx8mg7i8PT0xGBQLgURCAQCwV/ApdEJeknylxns4MGDSUtLO+v3eXp6YjQam7xmMBjwUplCTHBlIEmSU1ODOauDU4Nq1GYDOhsdnHq+qvYs9Gx0Z7P9s9nPljifgr83V3pYxPlwyQxykiM2NrbJqGGbzUZeXh7x8X+fCY9LsksxNBhVdVazlZPJzqXLnDicg1lhvtbTVJbVkZupnv4DsG9XhlODgtLTiykpqXFqnVt2OndTtjcxm7oG53o1Nuw94ZRu4/401YFVAI1GM9uPOJegtX6fc8dTVlXP4TT1lCJw/nhO5pWTlVehqrPbJbbtcm4/U1IKqKpSrv8FMBotHDng3Oj/5P1ZsnMY/5G6aj05aeopY5IkkX7YuW1XFVdT60QyleAPiKhEWS55gx0zZgwpKSmsX78es9nMF198QUREBJ07K8+peSXh7e/NS9e8ye/fbMKqMOLW1d2VDQt38vVLi6hTuehZrTZeu+cr1QtUYIgvn77xG9vXKpfJAORml/P57HVYLMqjgv38vHjzjd8oK1O/kG3ZcYKde9WTivSNZr5YuEN1ZLDVZmf+8n3UqKRNASRlFLH9yElV3fGcUjYfVE98stnsLPz9ENVORDou23aUvBL1yL4T2aWs3i4fUnIak9nCh99udqpV+uMv+ziZo27Ex48V8tmn6wkIUB7xXFvTyNsv/6JqmjabncVfb2Xj8sO4uimPyj68/QSv3jVXMWgCoDi7jFn3f6l649lQo+enmb8w56G5+KqsU9AUjf38/q5kLnmDDQ0N5fPPP+fTTz9lwIAB7N69m08++eRv1X3lG+TDiNuH8N3LP/HTW0sVTWTCA6PY/usBPnhkHga9fKu3c98YrBYb7zz8XwpOyrdQtVoNvQbF8/V/1rBlVaLifnbr2YY929P4YvbviqUyYWF+NDaamTnzN9XWT3CQN5/P20JGlnIr2s3Vhb1Hstm8R7nlZTCa0RvMLFx9QFEHUFhey9LNSaqt8qOZxSRlFFFdp2ycSZlF1NQbSDmpfFNTpzeyfl8aheXKcYV2u8TXS3ejdyK3d8Gv+ygsqcFNxbi27jzBb2uOEBKkbJonM0t5771VRLQKUOye1jcYee/1ZWRlltG5u3ySkyRJfP/pRlb9tJcBIxMUt31o2wk+mv4T8d2jCQiRHx1bUVjFW3d/Tu6xQkbeLF8rbDVb+WTal6z8dB03PTMRrZNd+AKBGpdcUde7777b7LWBAweyYsWKi7A3lw5j7x9NeX4lx/ekUZpTRkSM40FhrdtHMHHa1Rzbm0FBegnte7VzqNNqtVx7+0ASd2WQn1lG6zjH6wMYMCKB4vwqqiqUS6Dad2xFv0Gnuu5dFOLmtFoNY67pSmpqIQEBys/SO8ZHkFdQRaC/8gXf18eDuDYheKqkJBnNVjrHReDh7orNZpfdT0mSaBXiR6PRTG2DgUCF2lB/Xx2twwOoqNUr6ux2ifAgX9ULeFVdI+FBvrQKVi6taDCYCPTzIiRQ+dzY7RLeXh50jo/AQ6WOMzDAm/jYMFpFBCjqQsP8iIgIoG/fWEWdu4crWhct117fC28fnaK2uryOfsM60nuw8uOfjKQ8+o3qzKib+inqUvdmENejDZ36xqHzlg/YSNufgaHByPWPXUu34X+fnrELxhXezXs+iFu1ywQPLw/um3Unj3x8P3OmfUlJtnyLbsqT1/LEnHtYMHMZhZnyubejJvfjsbdvZv3ivYpdxbGdWvGvNyeTmVpI2lH5GV5c3Vx4csZ1uLm7knhQ+ZnX7bcPokuXKHbvUu7+vXZ0V8aM6My+w8rPOHt1jmbyuF7kFFYq6kIDffjHxAFYrPLmCqcCOP4xoT86DzdF0wQYP7gzft462keHKur6JkTj76NjSPcYRV27VkF4uLkweVQPRZ2ft46GRhNP3TlSUafVasgpqOSJf4wkVKX7c8eeDP5x+2D6ydyYnWb58kNMnNSb8eOV93H1ssMMHtaRO+5zHNl5mk0rjhAWGcjjr92Ap5e8Ge5el0xFSQ2PvXMLCQrBFIe3pLJn1REe/eAurr1HPtYwdedxFr+zjOkLHue2lyb/rXrGLhgi7F8WYbCXERqNhuiEKB75+H5Wf+E4UvG0LjDMn3++fwdLP/ldtktZo9Hg4enOP9+cwuJP5CcR0Gg0aF20PPjceBZ/tRW7QvevRqNh6r1XsfSnvYrdxBqNhokTe7N6daKqbsSQjmzbla6aSNW7SxuOpOarPoeNiw7hZL76TD4hAd6UV6sP4HF3dVFNowLn5021/n/LWu1ibzJbsUuSakKT3mCivsFIeIif4jpr6xopLq2lY3yEoq6qqoGM9BIGDIhX1FVXNpB4MJtrJvRU3m61nt0bU7nlgeGKOn29gS3LDvLgKzeg0WhktSaDmY0Ld/LEnHtw93CT1dmsNjb8dyvTFzyOX7CvMNdzRCQ5yXPJJDldKESSU1OcLbewWW24uKrH/ZlNFtydiPvTNxhVuwTh1MU6KEh9UElRSQ2twv1VjyU7v4J2rYNVdcezSkiIVY7wg1PPV7vFt1LVJWUU0qN9lKLGbpdIySqme3ykos5itZFZUEFCO/luezhlsAWlNcRFK08KYLZYKa2oJ7qVcrShxWqjqlpPeKjy9HN2u0RtbSOBKl3TkiTRqDc59T1w9nvl7PdUlBk1pSWTnK4Z9OZ5vX/9nlcu0J5cegiDFQgEgiucFjXYgW+c1/vX7331Au3JpcclN8hJIBAIBJcRV3ipzfkgnsEK/nY422lzNp07l8s6BYILTUs+gy0pKWHatGn07t2bYcOGsWDBAgBqa2t59NFH6dOnDyNGjGDJkiVn3mM2m3nxxRfp378/gwcP5osvvjizTJIkPvjgAwYOHEi/fv2YOXMmNtv/6rPnz5/PVVddRe/evZk+fXqT/PxVq1YxevRoevbsybRp06ioUK8VFwZ7BWG32ynMUE+2Acg9VqA4WOk09dV6irLVBwQBpB7Mdupin59dTpWTXfkH96oHPQAkJ+XRqDc5pd27L9M53f6T2Ozq58hktnLgcI5T69zl5LarqvUcO1HklNbZ48nPr6SwoEpVJ0mS0+c941gh+nonUsYsNtISnUsZy0jMxe7EeTfUGynOLnNqnQVphU7pBOdACyU5SZLEP//5T2JjY9m3bx/z5s3j008/5fDhw7zyyit4eXmxe/du5syZw/vvv09iYiIAH374IUVFRWzatIkff/yRJUuWsGbNGgAWLlzI1q1bWbFiBWvWrOHw4cN8++23AGzZsoV58+axYMECtm3bRm1tLe+99x4AJ06c4LXXXmP27Nns3buXkJAQXnhBfRYgYbBXEFqtlpWfruHXD1ZgVUlTqq/W8+7dn1FTphxm4BPgxWfP/0TqPicSjQ7nsuizTaom66Fz470XltBQp56mtG7lEVKcuDBXVjTww4Kdqjq73c78BTtpbFQPZziUmMt+lXIjgPTMEjbvUI8rtNslFi7ZR70TsZfrNhwlx4lYw7y8SlasPKKqs9nsfPnZRixORBCuXX6E4wrlWKcpzK3gi3dW4+UjX1YDpwYwffzCEupr1ROsNi/Zx5rvd6rWCuceK+D1KbPx8lUeQKWvbWTuk/NI2nxUdduCS4ukpCTKysqYPn06bm5utG/fnkWLFhEeHs7GjRt54okn8PDwoHv37kyYMIHffvsNgOXLlzNt2jR8fX1p164dd955J8uWLTuz7J577iEsLIzQ0FCmTZvWZNmUKVOIiYnB19eXJ598kuXLl2Oz2Vi5ciWjR4+mR48e6HQ6pk+fzo4dO1RbscJgrzBG3zWCX977jfemfoRRKclpYHuKs8t49cYPKEiXb/VqNBriu7fhP4/OZ6fKhbx9t9as/WkvC2avUyypCQnzo6yohtmv/IrJqJyH7OOj49P311Khkg+r0cCWTcdISsxV1DU0mKipaWTFysOKOoCCompWrk1U1aWeKCIxOY8GlRZ0WmYJ5RX1qi1To9HC+s2pFBSqRyUu/Gk3tbXqNyqrVxzhZGYZagNrj6cU8NP8Hfj6K9f+VpbV8d4Lv+Ab4KU4WtdkMDP72cUk7ckkvqtyktOij9Yx/+0VdBvUXnHbiVtT+ffNHxESFYR/iPyI54qCSl659k32Lj/A8NuGKq5TcB60UAs2NTWV9u3b85///IchQ4YwduxYkpKSqK2txdXVlejo6DPamJgYsrKyqK2tpbKysklW/ellcGr60z8vy84+1fPmaFljYyOlpaXNlgUGBuLv798kJ98RwmCvMOL7xDLohv401OgxK5iX1kXLsCkDCQhTLskA6DG0I63jwvDwUk5Jiu8SRXR8GK4qaUFaFy29h5y6iKrFEEa3DUbn6aaaY+vh4UpYuJ9qN3GD3kR0dBCNjWbFbUuShKfODXc3F2pVWl4aIDTEl8JiZUOsrW0kOMgbg8pNRXFpLQH+nnjqlMtWGv6/JRwY5K3YayBJEo2NJqJaB6mWrljMVkLD/AhSCaRwcdHi7uFK5x7RijpXN1fQQK8h7RVzgzUaDa5uLrTpEEGPoR2U99FooXX7CAZP6quo09fq8fLzYvRdw/EJFPnCLYb9PP9kqK2tZd++fQQGBrJlyxbeeecd3nzzTRobG9HpmvZc6HQ6jEbjmWlMPT09my2DUzOx/fG9np6e2O12zGazw2Wn3/PnZaeXq02bKgz2CkOj0fDIJw9w+8tT+GTaXMXJAW58/Foefv8uvn7hJ0wKebbdh3Tgha8fYOW8rTQomI23nyevf30fmSkFVKu0OB+ZcR2+AV6UFdco6m68dQB9BsRRWqzclT1gUHvGXdcTg0HZvFpF+HP7rYPw8fVQzNDVaDTce+dQwkL98FdpzU0c15PgYB86xivX1Q7sF0dggDcjhnZU1MW0DcFT586dtw1W1Pn46NBqtTzz1LWKOo1GQ2OjmQcfHknr6GBFbXZmGTfePpChIzop6o4eymHQqASm3Kuc0HT8cA4BwT48/vYURV1eWjEZibm89v0jBCvENJblV7Lyy4288P1jDBjfS1ZXW17Hl0/9l8e/nMbtr9ysuG3B+dFSg5zc3d3x9/dn2rRpuLu707t3b8aOHcucOXMwmZreSBuNRry8vM6Y4B+nOD29DE6Z7R/fazAYcHV1xcPDw+EyAG9v7yYm/cflatOmCoO9AnF1d6Xb8C70Hdeb717+UV7n5kJkXDhj7hzK928sVdR5+3ky6cGR/PjBGsVtu7m7MvnB4SyZu0VR5+Ki5fpbB7By0T5FndZFy4gxXdiyIUVZp9XQp28Mh1SemWo0GtrHh5OZqT44JjTUjzInpi5z93DFbFJPcjq1fXWNJElIkvocr5IkUV2tJyjIR7FlKkkSmRkltG8fobhOu11i/55M+g+OR6sQI2m32dmw/AjXTOqtGDdpt9lZ+vU2bnl4FK4K4RA2q43v3lnBP16ahJu7fO+H1Wzlq+cWcu+bt+Lpq5OdccdmtfHJtLnc+fqthLcLw1VhnYILQAt1EcfExGCz2ZqM8rXZbHTu3BmLxUJR0f8etWRnZxMfH09AQADBwcFNum6zs7OJi4sDIC4urtmy2NjYM8tOdyWfXubn50dYWFiz91VVVVFbW3tmvXIIg72Cuea+UYy9f7SqbuiN/Rk2ZYCqrs/IzvQb3UV1EFPXfrF0GxinqovvHEmn7q1VddFtQ2jfsZWqLjTMj7h45fQjAD8/T+LjwlR1njo32itMgnAaF62WhI7qaU92u0TXTsppTwAWi40+Pdup6oxGC4MGqc+LbGg0M3xkgqJpntKZuHpcdzxUEpUMBjPXTu6Dj5+nos5ktDDh7sEEqTyGsFnt3PjwaFq1U85y1rpoue25icR0Ve6WdnF14R/v3EHnIcqtcMGlzZAhQ9DpdHz66adYrVYOHz7Mhg0buPbaaxk9ejQffPABBoOB5ORkVq1axfXXXw/AxIkT+eSTT6ipqSEnJ4cffviBSZMmnVk2b948SkpKqKio4Msvv2yybPHixWRkZNDQ0MCcOXOYMGECWq2WCRMmsH79eg4ePIjJZGL27NkMGzaMwEDldDSR5CQQCARXOC2Z5HRt95fP6/3rkmfKLsvNzeWNN97g6NGj+Pj48OijjzJ58mRqamp47bXX2LNnD15eXjz22GNMmXLqMYTRaOTtt99mw4YNaDQa7r77bh5++GHgVAt4zpw5LF26FIvFwvXXX88LL7yAi8up3pAFCxYwf/586urqGD58ODNnzjzzLHbNmjV8/PHHlJeX07dvX9555x2Cg5UfuQiDFQgEgiucFjXYbi+d1/vXHX3rAu3JpYd4OCEQCASCc0dEJcoinsEKFDHqjVQUKM+xepqcY86l5ZQVVFFXrXdK62z6T+axIowKI6H/SIqTqUtHD+eolhEBWK02p8IwAJKcCK4AqK8zkJUuP5fvH3H2eEoLq6koUR6NfRpnz3vOiSIsTkzVZ7fZyXMymapQoS5bILicEAYrUMTDy4NPH/uW/DT1i+PhTSmsW7BDVafRavj46YWYTcolNQArF+wk+4T6BbekoIpl3+1S1dntEv/9eANmJ0xh/450jjphXlnppWxdp54UJEkSP36zHYMTKVJb1iY7ZbBlxTUsW7DbqW3/d/bvTt2E7FybxOEdaaq6qrI6vn51qeLIXziVnjXvlSWUOxHTeGTjUZbNWauqE1w6iPlg5REGK1BEo9EQ0S6UNyd/QPoB5bjENgmR/PjuCjYtUr7gB4X5cTKlgG/+vUx1ZLCrmwufvbIUg0qAhM1qY93P+8nJUDYlfb2BsqIaNq1MVNQB5OdUsO439cSn48n5HNl3EqNKgERuVjmFeZWkpyq39K1WGxtWJpKfox6V+Ot3u6gsUy8l2rUhldRDOdisyv15xbkVfPf+WnQqoSLGRhMfPvU9GpWRyZIk8d2/f2XHbwdpm6A8gnr7kj18+OCXxDsxglpwCdFCZTpXAsJgBaokDO6Im4cb9dUNirq2CVH4B/tQnFWuGNbu4upCu4RIKktqaFCJ+QsO98dqsVFepJySJEng7aujMFvZlGqq9ASG+FCQU6Ga5GQ2WWmoM6hm6NbW6PHx8yRbxdzzcyrwC/CiTKWbNj+7Ajc3F9UYyUa9iYqyOlxctapJTnmZpfgHeWNTmeChpKAKdw83vH2VS3BqKxvQ1xlo10m5PMnUaKa8qJrI2DCCIwMU97E8vxLfIB8SBisnOQkuMezS+f1dwQiDFajSf3wvZix8nN+/3aJ4IQ+JDOTfvzxF2qFs7CotpRe+vA+b1a4avHDro6OJ6xyJi0JQAcDQa7oy8vpeePkoh79HtgnmlvuGER0TohrkcP+TY4jv1Eo1l3fynYOJjA4ioZtyfeZVozsTGu7HmOt7Kupi2ocTEOTNfU+MUdR5eXsQGuHPk6/foNgQ0Gg0eHp7cM+TY2ijUv9r0JsYe+sARkyST0kCqK9upEPPttz13ARFXUNtIyaDmdcWP64YhmFoMHJ441Fmrp5BdKdIxXUKLjFEC1YWYbACVTx9dER3iqJN59bsWrZfVqfRaAgK96f/2O5sXSqvA/DwdGfEjX3Zuuygos7dw43BY7ux+3flZ5yubi507x9D8v4sRZ2Li5aYDuFkqzzf1Gg0hIT5UVGq3v3q4eGGyckkJ2exWu24O5FAVJRfReu26jcLqYdy6NKnnWz60Wl2/57CoGu64q4SNrFu4S7GTh2Mh6dyV/LyLzYy6eGr8fRWvvH59cPVjHtgFIERAaoz6QgElwvimyxwmpv+dR3ZyeqjS6+5cyjZTkx3NnhcD7KdGHncfVA8uRmlqrq4zpEU5amPeG7VOoiKEnXj9PX3ot6JKfVc3VywOTENnLMl51arTdUIAcxmKzqdm2pCk8lowUPnrtq6NxnMuLhoCW0VoKoDiOms/EzVbLRgtdroNkS5y9dqtmI2mBlyY39FneASRbRgZRFBE4LLAkmSVGeCORud3a6e9QunykvUDOyi6pw8jgt9/gSXFy0ZNDEu/tnzev/azP9coD259BBBE4LLAmcv+s7qnDElwCmTu6g6J4/jQp8/geAMV/hApfNBGKxAIBAIzh1JRDnJIZ7BCi4YpTnqU8AB1JTV0ujEs02AfCdTfQpPlmK1ODfQyJnnvgBZqQVOPTe12+1kObnOk6kFTukMDUaKc8qd0jp7PFUlNdQ7maDl7Hkvzip16hxJkkRZrnPHIxBcKQiDFVwwdv+6jz2/KY8eBrDZ7Hz+xH+xq9RkAvw6Zx2lTlyY8zNKWPudeoqUJEn8d+ZvTm175+pEMpLUB3XlZ5ayeekBVR3AwtnrnEqw2rEqkYxk9YFitZUN/PLZBue2/d4q9E7c2CRuPcbuFYdUdfraRr55bqFT3cqL3/6VgjTnbgQElxlikJMswmAFF4xW8RF8/tjXHN2WqqjzD/EjaUsqS2evUl2n3Wbni+kLsVmVR+maDWaWf7mJCpVAisYGIznHi9izNkl12/kZpWxYvFdVd+xAFge3HldtQRfnVpB5NJ9MFeO02+1s/Hkv+SrBFQCr/ruNklz1xKeju9M5sOEoZqNyVGJtZT1fv/CTevyhzc7nT/4XQ726Ya/9cj0r5qwmqoOob70iEUETsgiDFVwwIuNboXXRcmDNYcUkJ1c3F4IiA0nZcUI1HcrLV0dFYRU5Kl2r5v+vQ03dm6Goqy6tw8PTnaRd6arpR5XFNeSllVBfo5zklJ9ZhlarJV0lIP/YgSw8vT3IPq6c65xzvAhDg4mK4hpFnUFvIv1ILga9SfF8S5LEkS3HcNe5YVZJh0o/mIWx0Yybh7LBFp8sJf94ISGtlefDNOqNHF6fhJe/F6HRIYpawWWKaMHKIgxWcMFoFRfOK78+R0lWqWpYwCu/PI3VYsVLJZJv6gs3EBETRlgb5YvzoPE9GXJ9b1rHRyjqQqMCueWJa+gyIE6xa1OSJO575QZ6DuuIb4ByktNtj48htksUCX1jFHWjJvejVbsQxt0xWFEX26U1UbFh3PfSJEWdp7cHcd2ieWzWbaCS5BQVH87UZycQFReuuE6fAG+G3dSfEbcMUtTpfHVExIRx/6w7FHVarRZ9rZ63N7zm9MhogeBKQXzjBRcMNw834vvE4RfsS/qBTEVtSFQQXYZ2InGzcneyb6A3fcd049AG5SQnbz9POvePI3Wf8nY9PN1p07EV+SpJTlqtlrCoQKpK1ad303l5YDFZVJ9Fnl7ujNEYG834Bnqr6goyS4np0lp1ncf2ZdJlYDyeKmET+9YmMmB8T9Vtb/1pFyNuH4J/iHJ95dafdjD4poGEtQ1V1AkuY0QLVhZhsIILzqQnr2Plp+pTjo2aOpTNP6oPTOp/bQ8O/K7+zDShfxzH9yvP+APQpn2EU883A0J9qXIiKtHNw/VMF/WF4FTXtXMjc00GM57eHoo6u91OWUEVYdHK3bl2m53MIzl06K3cErdZbRzekEy/a3uqrm/rTzu5+p4RijrBZY4wWFlEkpOgRagtr8M/1E9VV5ZXodr9C6fKRqI7KM/cAnDyaD5xKqH7AGmHc+jYu52q7tiBLDr3i1XVpe7Pokt/ZZ0kSRw7kK2qs9vspCfm0qmPutFlpRbSvkcbVV1+egntVKIN7TY7xdllRKl0s0uSREVBFaEqhg3Ofw8ELUuLJjm1evS83r+2+LMLtCeXHsJgBQKB4AqnRQ024p/n9f61JZ9foD259BBdxAKBQCAQtADCYAVXBJWFVU6FRwBOJwqVOJlMJUkSJdnOaZ3VmY1mKouVa3pP4+zx1FXUYdSbnNIKBE4jnsHKIgxWcEWQnZzL5h+2OaX970s/ORXvt/XHXeQeU482LMkuY/13W53a9g9vLlUNzQDYu/IQ6QfUB2w11hlY9M4yp7b987vLaFCpOxYIzhoRNCGLMFjBFUFjfaNTBmLUG0nekkrS5hTVdeak5rNxwXZVXequNPavSVRtQVeV1JC4OcWpOXU3fLeN3BT1qMTfv93slC47OZctP2x3KnlJIDgbJMl+Xn9XMsJgBVcEhnoj+mo9u5YqRxtWFFSh0WjY9MMO1SSn/BNFJG46ir5WOcnpxP5M9LWNpKm0OA/+noibuyvH9qQr6rKT804lJaUpJz4Z9UZ2L9tPdUmNapLThm83IUkShgaj4joFAsGFQ0xXJ7gi6H1ND07sTaP7yK6KOv9QP256ZgJR8colP3abnbtem0J+WpFqOMPN06/HqDcR17Odom7ErUPYtewAV989TFHXtktrOg6I546XJyvqPLw86HNtT6I7RWG32tG6O75f1mg0dBvRleDWwYSLwAfBheYK7+Y9Hy65FuzMmTOZNWtWk9feeOMNunbtSq9evc78FRUp390L/l6ERoeQMKgjJ1Rah75BPsR0a0t+WqFi8pKLqwutO0ZSXVqrmpLkH+KLxWTBXeemqDu9XC0eUuuipaFKTyuVWEONRkPBiUI6D+6Iq0o4/4m9aXQb3gX/MH9FnUBw1ohBTrJcMgZbXV3NjBkz+P7775stO3bsGO+//z5Hjhw58xcZKWbmEDSl08COnNinbLAArTtFUqDS/QoQGB5AdUmNqs7NQz1E/1xwZhq4mrJaAsLUgxyyEnOI7dHuAuyVQPAn7Pbz+7uCuWQMdurUqbi4uDB27Ngmr9vtdtLS0khISLhIeya4XGjdKZLohNaqupCoIGK6KacfAXj5e9Khb5yqzsXVha5DOzm1j92Hd1bVSJJEz1HKXd1w6rfRb3xvVSO22+0MnNRPtZUrEJwTogUry1+W5GS1WmlsbD5YRKvV4uPjQ2lpKeHh4cyYMYPAwECef/55ALKysrjuuusYOXIkhw8fJiIigieffJKRI0c63I5IchIIBIKmtGSS07V+957X+9fV/fcC7cmlx192S7t//37uvbf5BxEVFcXmzZsJD3f8vKmuro7+/fvzwAMP0K1bN7Zt28ZTTz3Fzz//TMeOHVt6twUCgUCggHSFd/OeD3+ZwQ4ePJi0tLSzfl/Pnj357rvvzvz/6quvZtCgQWzdulUYrEAgEFxsrvBu3vPhknkGK8eePXtYtGhRk9dMJhMeHspTdAkEAoHgL0AkOclyyRusRqNh1qxZHDx4EJvNxsqVK0lKSmLcuHEXe9cEAoFAINnP7+8K5pIfVjhw4EBefPFFXnzxRcrKyoiJiWHu3Lmyz2wFAoFAILgUEPPBCgQCwRVOS44ivsZ96nm9f735xwu0J5cel3wLViAQCASXMFd4N+/5IAxWIBAIBOeMdIUPVDofLvlBTgKBQCAQXI6IFqxAIBAIzh3RRSzLFTfISSAQCASCSwHRRSwQCAQCQQsgDFYgEAgEghZAGKxAIBAIBC2AMFiBQCAQCFqAv63Bzpw5k1mzZjV57Y033qBr16706tXrzF9RUdFF2kPncXQsu3fvZsKECfTs2ZOpU6eSnZ19kfbu3JgwYQI9evQ48zlcd911F3uXnObYsWNMmTKFnj17MmnSJBITEy/2Lp0z8+bNa/abOHjw4MXerbMmOTmZoUOHnvl/bW0tjz76KH369GHEiBEsWbLkIu7d2fHnYzl69CgJCQlNPqO5c+dexD0UnEH6m1FVVSU9//zzUocOHaR33323ybJbb71VWrt27UXas7NH7ljKy8ulXr16SZs2bZJMJpP0ySefSOPHj5fsdvtF3FvnMRgMUkJCglRZWXmxd+WsMRqN0lVXXSUtXLhQMpvN0pIlS6SBAwdKDQ0NF3vXzomnn35a+uabby72bpwzdrtdWrJkidSnTx+pf//+Z15//PHHpenTp0tGo1FKSkqS+vfvLx05cuTi7agTyB3L4sWLpYceeugi7plAjr9dC3bq1Km4uLgwduzYJq/b7XbS0tJISEi4SHt29sgdy/r160lISGDUqFG4u7vzyCOPUFZWxtGjRy/Snp4d6enphISEEBQUdLF35azZu3cvWq2WqVOn4ubmxpQpUwgJCWHbtm0Xe9fOiePHj19Wv4k/M3fuXBYsWMDDDz985jW9Xs/GjRt54okn8PDwoHv37kyYMIHffvvt4u2oEzg6FjjVY9KpU6eLtFcCJa44g7VardTV1TX7a2hoAGD+/Pm89dZbeHl5NXlfTk4ORqORWbNmMXDgQG644Qa2bNlyMQ7hDOd6LFlZWcTFxZ35v4uLC9HR0WRlZf2l+6+E0rEdO3YMV1dXbr31VgYOHMh9993HyZMnL/YuO0V2dnaTcw8QExNzSZ17ZzEYDGRnZ7NgwQKGDBnCuHHj+OWXXy72bp0VkydPZvny5XTr1u3Ma7m5ubi6uhIdHX3mtcvhM3J0LHDqJujw4cOMGjWKESNGMGvWLMxm80XaS8EfueKSnPbv38+9997b7PWoqCg2b94sO81dXV0d/fv354EHHqBbt25s27aNp556ip9//pmOHTu29G475FyPxWAw4OPj0+Q1T09PDAZDi+znuaB0bA899BDdunXj2WefJSQkhM8//5wHH3yQNWvWoNPpLsLeOk9jYyOenp5NXtPpdBiNxou0R+dORUUFffr04fbbb2fOnDkkJyfz8MMPExoayvDhwy/27jlFWFhYs9caGxubfY8uh8/I0bEABAYGMmDAAG699VYqKyt58sknmTNnDtOnT/+L91DwZ644gx08eDBpaWln/b6ePXvy3Xffnfn/1VdfzaBBg9i6detFM9hzPRZPT89mFwuDwdCspXsxUTu222677cy///Wvf7Fw4UKOHz9Or169/ordO2ccnXuj0XhJnXtniY6O5ocffjjz/759+zJp0iQ2bdp02RisIzw9PTGZTE1eu1w/I6DJgCYvLy+mTZvG7NmzhcFeAlxxXcTnyp49e1i0aFGT10wmEx4eHhdpj86d2NjYJqOGbTYbeXl5xMfHX8S9cp7Fixeze/fuM/+32WxYrdbL4rP487mHU93Gl8u5/yOpqal89dVXTV4zmUy4u7tfpD26MLRt2xaLxdKkQuBy/Yxqa2uZNWvWmcdGcPlet65EhMH+PxqNhlmzZnHw4EFsNhsrV64kKSmJcePGXexdO2vGjBlDSkoK69evx2w288UXXxAREUHnzp0v9q45RVlZGW+99RbFxcUYjUbeffddYmNjL4uBHIMGDcJsNvP9999jsVj45ZdfqKioaFJWcbng5eXFp59+yrp167Db7ezZs4fVq1dz4403XuxdOy98fHwYPXo0H3zwAQaDgeTkZFatWsX1119/sXftrPH19WXDhg18+umnWCwWcnNzmTt3LjfddNPF3jUBV2AX8bkycOBAXnzxRV588UXKysqIiYlh7ty5ss85L2VCQ0P5/PPPefvtt3n++edJSEjgk08+QaPRXOxdc4qHH36YhoYGbr75ZvR6Pf369eOzzz5Dq7307wfd3d35+uuvef3115k9ezZt27bliy++uCy7H2NiYvjoo4/48MMPmTFjBuHh4bzzzjt06dLlYu/aefPmm2/y2muvMXz4cLy8vHj22Wfp0aPHxd6ts0ar1TJ37lxmzpzJwIED0el03Hrrrdxzzz0Xe9cEiNl0BAKBQCBoES79JoFAIBAIBJchwmAFAoFAIGgBhMEKBAKBQNACCIMVCAQCgaAFEAYrEAgEAkELIAxWIBAIBIIWQBisQHAeHDx4kDvvvLPF1p+RkcHkyZOxWq0ttg2BQNAyCIMVCM4Rk8nESy+9xHPPPddi22jfvj0JCQl8/fXXLbYNgUDQMgiDFQjOkV9//ZXg4GC6d+/eotu59957+frrr6mvr2/R7QgEgguLMFiBAFi7di0dO3Y8MzG6JEnce++93HjjjbJza86fP79JVvWvv/7Ktddey+LFixk1ahRdu3Zl6tSpTeay7dixI0uWLOG2226jW7dujB8/nsTERH788UeGDx9O7969efrpp5tsMy4ujqioKH7++ecWOnqBQNASCIMVCIBx48YxYcIEXn/9dfR6Pd9//z1Hjhzh/fffdzh7TFZWFjk5OYwYMaLJ6wUFBaxcuZI5c+bw888/U1tby5tvvtlEM3v2bB566CGWL1+Oj48PDz30EJs2beLrr7/mnXfeYf369c0mNh8+fDibN2++4MctEAhaDmGwAsH/8+qrr2K1WnnppZf44IMPeOGFF4iLi3OoTU5OxtPTk9atWzd53WKx8O9//5uuXbvSuXNnbrnlFhITE5tobrnlFkaNGkVsbCyTJk2itraW119/nQ4dOjB27FgSEhLIyMho8p727duTlJR0QY9XIBC0LMJgBYL/x9/fnzfeeIO1a9fSt29fbr31VlltRUUF/v7+zWYo0mg0tG3b9sz/fX19sVgsTTRt2rQ5829PT0+0Wm0To9bpdM26pYOCgrBYLNTW1p7TsQkEgr8eYbACwR9ITU3FxcWF48ePU1VVJavTaDTYbLZmr2u1Wlxdm84C+ecJq/68XKPRqE4laLfbz6xfIBBcHohfq0Dw/6SkpPDFF1/w/vvvExISwquvviqrDQ0Npaamppl5thRVVVV4enri6+v7l2xPIBCcP8JgBQLAbDbz/PPPM2rUKMaPH8/MmTPZtGkTv/32m0N99+7dsVgszZ6VthTHjh1r8XIggUBwYREGKxAAH374IeXl5Wdard27d+fuu+/mrbfeoqSkpJm+Xbt2xMbGsm/fvr9k//bt28fo0aP/km0JBIILg0b6q/q4BIIrjIULF7J06VJ+/fXXFt3OiRMnuOOOO9iyZQt+fn4tui2BQHDhEC1YgeAcufnmm6mtreXQoUMtup3vvvuOe++9V5irQHCZIQxWIDhH3N3defvtt/nggw9abBvp6emcOHGChx56qMW2IRAIWgbRRSwQCAQCQQsgWrACgUAgELQAwmAFAoFAIGgBhMEKBAKBQNACCIMVCAQCgaAFEAYrEAgEAkELIAxWIBAIBIIW4P8AlogATa9+644AAAAASUVORK5CYII=\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plane_xy.mpl.vector(vdims=[\"y\", \"x\"])" ] }, { "cell_type": "markdown", "id": "de68a92a-ea74-4bc9-946a-52c76fde085d", "metadata": {}, "source": [ "### Contour line plots – `mpl.contour`\n", "Scalar fields can be plotted as contour line plots." ] }, { "cell_type": "code", "execution_count": 38, "id": "7075e243-42e8-452d-8ed6-3b800d8c972b", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plane_yz.x.mpl.contour()" ] }, { "cell_type": "markdown", "id": "a5bb8dae-ac57-4e6b-abe7-dd08613571cd", "metadata": {}, "source": [ "Similar to `mpl.scalar` it is possible to\n", "\n", "- change the `figsize`\n", "- specify a `multiplier`\n", "- specify a `filter_field`\n", "- save the figure by passing `filename`\n", "- control `colorbar` and `colorbar_label`.\n", "\n", "Additional keyword arguments can be passed, as `mpl.contour` is based on `matplotlib.pyplot.contour` ([documentation](https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.contour.html))." ] }, { "cell_type": "code", "execution_count": 39, "id": "a72cc7ba-5098-4d48-9d35-403c62d4cd09", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plane_yz.x.mpl.contour(levels=15, cmap=\"turbo\", colorbar=False, linewidths=3)" ] }, { "cell_type": "markdown", "id": "2997cb21-19d5-48a1-bb34-577139af098d", "metadata": { "tags": [] }, "source": [ "### HSL plots – `mpl.lightness`\n", "\n", "A common way to plot full vector fields is to use the HSV/HSL color scheme. The angle of the in-plane component is then shown by colour, the out-of-plane component by the lightness.\n", "\n", "`mpl.lighness` can be used for fields with `dim=1`, `dim=2`, or `dim=3`. For `dim=3` vector fields the out-of-plane component is used for the lightness, otherwise the `norm` is used by default. If no `filter_field` is specified, the norm is used as filter field by default." ] }, { "cell_type": "code", "execution_count": 40, "id": "822f2bfe-c59e-4e8b-8791-3552ceced94a", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plane_xy.mpl.lightness()" ] }, { "cell_type": "markdown", "id": "12be7093-2c16-4a51-b1e3-acc0e7a9d9de", "metadata": {}, "source": [ "Similar to `mpl.scalar` it is possible to\n", "\n", "- change the `figsize`\n", "- specify a `multiplier`\n", "- specify a `filter_field`\n", "- save the figure by passing `filename`.\n", "\n", "Instead of a `colorbar` a colorwheel is shown by default. It is possible to show additional labels." ] }, { "cell_type": "code", "execution_count": 41, "id": "1057dcc6-a23c-43b6-879a-256ffa21696f", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plane_xy.mpl.lightness(colorwheel_xlabel=r\"$m_x$\", colorwheel_ylabel=r\"$m_y$\")" ] }, { "cell_type": "markdown", "id": "2f234896-4da2-4b08-945d-b369073b9678", "metadata": {}, "source": [ "Not showing the `colorwheel`." ] }, { "cell_type": "code", "execution_count": 42, "id": "45e852a0-6732-4d7b-bde1-6e06f0f0ad4f", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plane_xy.mpl.lightness(colorwheel=False)" ] }, { "cell_type": "markdown", "id": "218076ce-f78c-4f0d-b5cb-fc5b191f1672", "metadata": {}, "source": [ "Specifying a different `lighness_field`." ] }, { "cell_type": "code", "execution_count": 43, "id": "d12480b4-608c-490f-a302-2afb630038a3", "metadata": {}, "outputs": [ { "data": { "image/png": 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5c+bA6/Xi6quvRq9evfD+++9ne2pERO2WVAXx5ZdfYvHixfj0009j7yjnlul1EDU1NSnvSVFaWorqapX38SUiIhVSAXHPPfegtrYWt956K4qLVdZmto76+noUFhYm3FZQUIBAINDmcyEi6iikAqKyshJr1qzB8OHDMz0focLCwpQwCAQCwkV7JxUUptyWltLyd/ll6iodbuVbAMjfv8pxQ7XWBvKDVdorqLRt8Cs8Dip/yvRX+GUYvmu93MCqSul9fnZuV+mxKm1Bjil0V2hUeGxV2qOotF2xm+/8Ex+bgfYzjsJjoNLSRqKjkWsOCjtWagKkTuq1pKSkROkHbG2DBg1CTU1Nwm01NTUtelMjIiKSIxUQFRUVeOCBB1BTUwPbVsnN1nHOOecgGAxi9erVCIVCeOmll3Dw4EGcd955bT4XIqKOQupIwG9/+1vs3bsXl156KTRNg64n5kqmT1L7fD6sWrUK9957L5YtW4aBAwdixYoV7AtFRJRBUgExb968TM+jWcOHD8fvf//7bE+DiKjDkAqIGTNmZHoeRESUY9Keg/jnf/5npUNHn376Ka699tpWmRQREWVf2gri5z//OW6//Xb06tUL06ZNw+TJk3HKKackjPniiy/w0UcfYe3atTh69CgWL16c8QkTEVHbSBsQEyZMwGuvvYaXX34ZzzzzDBYtWoSCggJ069YNlmXhhx9+QCgUQmlpKa699lpcffXV8Pl8bTl3IiLKoCbPQfh8PsyePRuzZ89GTU0NtmzZgkOHDkHTNJSUlGD06NEYOHBgW82ViIjakPSC19LSUpSWlmZyLq2idw/5sYbKKmKF5ckq+zUk9+tRWcWsMFevLr8A0q+w30KFsZ0UxnZXeBx66vXyO8an0iMd7SW5gWvk/3ga65d/HsaOkx6KfYb8uqUjCqtyjyusI25QGNuoMDakMlaTG2sprRCXv3+VVd9WhvbbEnnRzZWIiNoeA4KIiIQYEEREJCQVENl+RzkiImp7UgFxxRVXYMaMGVi9ejUOHz6c6TkREVEOkAqIdevWYerUqXjuuedwwQUX4KabbsI777wD01Tp9E5ERPlEKiAGDBiAm2++GX/84x+xevVq9OnTBwsXLsT555+PxYsX8xAUEVE7pHySety4cfjHf/xHTJ06FQ0NDXjttdcwc+ZMzJkzJ+VNfYiIKH9JB8SOHTuwdOlSXHDBBfjZz36G77//Hg899BD++te/4s9//jO6deuGW265JZNzJSKiNiS1knr69On48ssvMWzYMFx33XX40Y9+hB494kuWu3fvjssvvxy/+MUvMjZRIiJqW1IBMWnSJPz3f/83ysrK0o45++yz8dZbb7XaxFqqpLv80nPZNheqYz2G/Fiv5Fivwv37FO7fr9AXpFBhv50M+eehWKEdBIxD8mP1vfJjNfnDo5p0u48B8vdfrdAyQaEtR7/+8o9t726W9NhaR37scU1+bIPC2Ea0/liV9h2mwv2rjZWfg+Uo/L+j0AIoSiogFixY0OyYbt26qd87ERHlLK6kJiIiIQYEEREJMSCIiEiIAUFEREIMCCIiEmJAEBGREAOCiIiEGBBERCTEgCAiIiGpldT5pHt3+bEqLTE8Ci0pvAptJrweuf0qtc/wyN9/geT9A0Chwm+L5jkuP9hzVH6sofCGVcYP0kMdPSg9VtO6yg3sIr1LOI0KrTaOyLdX0HzyLR6MkPzYnl3l3wum2Cc/th7yYwMKYxslxwYVWmKEHPn7D6m02lBoY6LSwqMlWEEQEZEQA4KIiIQYEEREJMSAICIiIQYEEREJMSCIiEiIAUFEREIMCCIiEmJAEBGREAOCiIiE2l2rjVPW1kmPbZjXWXqsV+GRkm2fER4r12LBr7BPn1d+rOZtVBjbID0Wnnr5sV755wyGyhzk2xBouk9+v1pPuXHFRfK79Cm02jDlW22gQb4dhHZMpW1DSHqkr0h+Dr5C+f026gpjJecbVGifEVRo9RHS5MeaCvvtcuBZqXElJcXS+3RjBUFEREIMCCIiEmJAEBGREAOCiIiEGBBERCTEgCAiIqG8uMx1+vTp2Lt3L3Q9nGf9+vXDG2+8keVZERG1bzkfEIFAANXV1fjLX/6CHj16ZHs6REQdRs4fYtq1axd69erFcCAiamM5UUGYpon6+tSVt7quo6qqCh6PB7NmzcKePXswYsQI3H333Rg8eHAWZkpE1HHkREBs2rQJc+fOTbn95JNPxrx58zBq1Cjccccd6NWrF5588klcf/31ePPNN1FQUHBC91vcTaUlhvx+PV75sbJtMTSvfFsBzRtUmIB8qw0otOVwvAHpsSo/GyRbkwCAYxjyczA6yc9BttVGocLzUKjycym0ELEV2meE5Fs8oEHhOVNoywFbfqzfL//4+nySrTY0+fsPKfxcamMVnocM0xzHUWgCk32O42DChAn49a9/jXHjxqV8/8CBY9L78vynfH+SzAWE3Lj8Cwj5nklqPZ6Oy8/BkP9d0Iyj8nPQfpAbpxIQ3RQCoqtCQBQrBEQnhRcmhZ5JSmMLFMYqBIQjGxAZe9HPTEBoB5ZLjWu3vZheeOEFbNy4Mfa1ZVkwTRN+vz+LsyIiav9yPiD279+PxYsX49tvv0UgEMCSJUswaNAgDB8+PNtTIyJq13LiHERTKioqUFdXh5kzZ+L48eM488wz8atf/Sq2JoKIiDIj5wPC6/Xirrvuwl133ZXtqRARdSj8M5yIiIQYEEREJMSAICIiIQYEEREJMSCIiEgo569iyqSirvJjVVZHG16F1auSKzwdlXYUkvsMj1VY7as0B1thv/JD4VFon+GRX0zp6J3l96tLtmjxqaxiln+8NJXHVldYHe3Ij3Ushd+FkMLvmEKrCzgK+7XkxvoVfse9Hvn7z9Sqa4UeBC3CCoKIiIQYEEREJMSAICIiIQYEEREJMSCIiEiIAUFEREIMCCIiEmJAEBGREAOCiIiEGBBERCTUoVttHL1b/k3tS/5HoW2DT6G9gVdurKayT6Wx8u0gHJ8jPVbzyU/B8cr/naIp9DxxVH67dfkWHo4muWOvQksMv/xjq9LGRJP8/QIAR6Eth6bQDsKxFVpimPJjNU1hv5JtORyF9h2aLf8Y+BXachw99HPpsZnGCoKIiIQYEEREJMSAICIiIQYEEREJMSCIiEiIAUFEREIMCCIiEmJAEBGRUIdeKEdElE4gEMLh2nrs2LcPATOISns7HM2EDsAAYGgODIT/yvZokdtsA6WeMvg8Xgw+5SR061KIggKVN13PLQwIIiIAjuOg9mgDPqv5Bn+t246anntwtPchmOOPwe8APgBeOPA7gB/hr/3uTQP8moa/4xP4NeDvBzrD+aInvEf6Y2D3IRg6qB+6FPuhaVo2f0wlmuM4Cmv8c9+BA/LtMzKl5CWFFguyrS78Ki0x5MeqtfBQ+Lm88nPI1FjHUGgdoSvMQZdssWAo/K/lUXhslcYq/FyGfOuIzI2Vb0nhKIzVmmh1EQqZ+GDnbqyr34xPBlXiyMkH4NFt+BwHPhvwOfHNH/0IxELDr4W/LtCiIRH/vEAHCjQNXtvA8b2lOFpzIXoVXobhw86G19t2lUVJSXGL/h0rCCLqkIJBEx/s2o1VeBubR2+DXRCEz4r8HWQCuh3ZHMCwAcsBTIRz33Qih5QAWAAsDTAjh5k8evhzjwZYOmDpDry6iZ79d+OUU3cDgWfw6ZZyFDn/htPaOChUMSCIqEMJBk1s3LUbT+BtbBy9DZY/HAzexkggWPFwiAVDNCjcIYF4SBjRcIgERTQkTD28WTpgGeHPCz31GHXW60BgA7ZXlsNw/g1Dh54Fn0+hw2UbYUAQUYfgOA621XyDXzSsxfrRlQj5g/CZgK8xEgoWYNmAFf1ox4NBtxMrh+hHC/EKwkK8cjB1dwURCQkjskU+L/TUY8JZr8MObEDlp/+Awk6/xKmlZTl1joIBQUTtnmXZ+N/Nf8E9o97A9z2PwLFMGI2RMEjazEgVYURCwnIiYeEkhQRcFQTCVYSognBXD7GQiG4W4NPqcdaYN3Fw/yfY/NEvcMaZP4FhyLefzyQGBBG1az8cPY5bv3oRayZuQ72/AQjpgGnANm2YFqCb8QoieojJshH+nuM63BQJB911/sEdErFwiFYQeuTchKtqsNwh4QmPgw14bAc9O3+Hc4beiY8/+BBDxjyI4uKu2XzYADAgiKgd27SrGrf538SHk76BbdtA0ABMD2DacEwblmXBMgWVhJ26xcLBdR7CQOLhJcNVQViuLV31EARg2/HNi+M4b9jvUFX1Bb7t+iCGDR+f1cePAUFE7dKmXdWYfdJrqOlXG/4zPhQOhvBmxKoIy3JgCqqI2FVMrgrCEpyHiJ6gdh9iip6cdh9iSq4eQhrguMLBdiIhYds4ve+H+PvBudi1/bcYVpa9kGBAEFG789HOaszutw57TgoCISO8ma6PZrySsCwTukQVkVBBiE5Suw4xpasezOhHC9CcxOrBtgHHCYeG4wD9ivZAO5zdkGBAEFG7smlXDWb3ex97TjLhmB4gZMc30/UxUkmEqwgblhk575CuinCHg+gyV0EF4a4eTHf1AFf1EAmKaDA4DgAbgOPgpII9wLdzsQvZCQkGBBG1G5t21WD2SR9iz0k2HNMIn3NwVw8plUS0irBjh5nSVhHucEi6ksmTpoKIVg/RcLANwDQBOOkrBziuoHAcnOTbA3w1F7uc32LYiLYNCQZEBjjFKq0uJNsm+FXadyi0ePApXHPtU2j+q7I41Cu/X8cjf/mf5lGYhK7w+GqSz6+u8DyotOVQmKujK7Qb0RTarsi2G1Edq8m3zwif4o374WgdbvNvQ00/hM83uCsHUQURilcRjmk1X0WkqSDcJ6jdFYTo3IPpST0x7a4cEqoIJ3wYCo6Dfp6vcHj7XTh2yhoUd2m7q5sYEESU9yzLwq017+LDc53wq3DIBkJWYuUgqiBclYRlhWCaTmIV4V44F11RjfgVTLHDTFriZa6xQ0ruQ0vR6sF1aMlJDojY4SVAQzQgwh9P92zCX99egFFXLW+zdRIMCCLKa47j4H//9jHWTArCtqNXK1npqwh3NZFQSVixy14Tqgj3lUxJPZmSL3Nt7vJWd/UQC4akqgEJ1UM8KDTYGG+txYfrz8aEi/65TVZcMyCIKK9tq/kG/zXmEOr9XiDoxMMh9uJvpVYR7mrCVUnYli2uIpJab4guc/Wku7w1soW0cAjEwiFaRURCIhYOiARCdIt8rQMocI5j1DeL8NWXZ6J0SFnGH1sGBBHlrWAwhF827sD3Pf1AKBirBBLDwRUWzVUSlg3LNGOL50wrTQUhuMw1uYJIWEFtAKGkq5WiJ6chqBy0hMohsqI78rEXvkf1ewsRGvhMxjvBMiCIKG9t3F2Dd8YVwrFMVzh44p8nhINcJeFYNkzTjjfwEzTvE13m6hFd3uquHuzwW3m4Kwe4Kwd3KCRVDnrCRwdjnA3YsnUTRpxxbkYf35x7T+pFixZh6dKlCbdt3LgR06dPx9ixYzFnzhzU1NRkaXZElCuCwRAe1b9Dvd8fCYU0W8gTv6Q1lGYLRraQBwgasIOA1RjezCBgNsY3K+lj8m3Rf2O5bg/WR7aG8BaKboGkrQEwI5+boq0RsAKAr7EBzge/QiikcIVYC+RMQBw5cgTz58/H6tWrE24/ePAgbr75Ztx2223YtGkTJk2ahJtvvhnt7I3wiEjRxt1f4Z0x3cMv/JY3vALN8gpCInriOhoYrsohmPR5ZHOCRjgYXC/0VlIomEm3JYeEFQxvoYZ4MCSEQ1JQRENAGA6RYLCinzc6GHNoA3Zv/Tijj3HOBMScOXNgGAYuvvjihNvXrVuHsrIylJeXw+fz4cYbb8T+/fuxdevWLM2UiLItFDLxmH4kXD1EwyEaAJYn8eumKgkzuXqIbgbsoJbwYp8SCq4X74RKwhUqoUBqOAQD4c1dOZjpKoeUYIh/XRCoh/N+ZquINjsHYZom6uvrU27XdR2dO3fG008/jT59+mD+/PkJ36+ursbgwYNjXxuGgf79+6O6uhqjR4/O+LyJKPf8dXc1/nRGH9clRu4TBZGT1NHbol+7z0mYac5JJKyNsGCZVvyS1+juXD2Z3H2YLC1xYZxphMfFzjmIFsEhcp4h+ZwD4vs3XV+7F+dZAMbuW48tWzZhxITMnItos4DYtGkT5s6dm3L7ySefjA0bNqBPnz7Cf9fQ0IDOnTsn3FZYWIiGhoaMzJOIcpvjOPi/wA+oL+gHNDYmhkPyGWVRUIRcJ7Pdq6oFVzbZpg3LdOK7EFzJFO3DJHp70eiiuISFcE7iZaw6XFcrISkYkq+Wimx2ZEwB6nH84z/AGT8pI+si2iwgJk2ahJ07dyr/u8LCQgQCgYTbGhoaUFRU1FpTa3UHL5a/9Kzk40DzgwCllhhaptpnqLxlrkL7DJW2HJrKb6xS+wqF/cq2ulD5/1VTafUhP1aTbQsCIPySJLtjlcMa8mMdrflfhtq6OvxxUM/woaXoqjPL9TEhKCxXULi2kJVYSaRbcW0asEwzYeFcypVMyR1cI+GgIanXkjsckHqFkuUKhlh1AnEwWAhfAGUBKN39DurqFqC4uIvCcyIn5y9zHTRoEN5+++3Y15Zl4euvv8aQIUOyOCsiypZPvv4GX55dAthm/AXfdgWDnRQGCUHhOvzkviw2oYJwrcKOvrGQaScWKu61EEn9l0zXZa0Jl7Mi8RJWPSkgkqsHd+WQHAy26/MBh6rxcdUWnH72+a3+WOfMSep0LrroImzbtg3r1q1DMBjEihUr0LdvX4wYMSLbUyOiLHgzcAyW7gdsb3yz3J974l9HT1hbrs/TXhIbrR5cVzpFrmqyg6mXuwqvZoqMEV7OmnS1UpMnoiObHbndagTsyBb7XmTTAxbqP/5TRh7rnK8gSkpK8OSTT+KBBx7AnXfeibKyMjz++ONt0oeEiHJLINCITSVd4Di++BspJB9mcn+dXF2kqyjcC+xSFtV5IlWElbgLxDf3uYcQ0rfPUKkY3FVCU5sDBz13f4zGxkb4/f5WfbxzLiCWLFmSctvEiRPx2muvZWE2RJRLDh+rw5d9SyLVQlIgOHbqbcnBIXyzaXdQuK52SjjsFH5jIdNy4k38XCepPZFDS9ET0ymN99B0MMTCwBUMMuEQ3U7aV42jPxxBSZ++rfp451xAEBGlU/ntAXw3ZGS471KsV3a6cHDiVUZKdeE+V+G6RCm5l1PICh9mMg0gFH570lgTv8hJao/r8tYgmqgckD4YVKoGQfsm9A5+hy92fc6AIKKO67hlA44v/KoYC4CmtjRVRVOHoETrJoKRE9YhG6Zlx5v3IX55a0hD7N3gEioHNBMMiIdDNABkqoaEkNAAU7DO7EQxIIgob7yhewBEAsK9uCD2xgpNbC0Niui6iWC4irCt+BVNJiKHl/TIojh30z2IgyFtleCkefFPs7nHQgPw5z8CF1/Wqo83A4KI8kZI98CBP/KqKAqH5NCIbKqVRvIlsq5zEo5pwTLt8KI5RMIhUj24zzeIgkGqInDkAiK6yseJ/FdvVHm7VjkMCCLKI0bkEFPSsZx0weAe11yVIawukt8xKFxJWKYD3XLCAaCnrm1o7iRzcxVB2i2aChEJYWG3/qPNgMiyA2cWSI3r9YXkimsgY6ujJRa5xnnlL0N2VFZSGwqXN6u8ba/CQ+bITkFzmh8THaowVu2VQGEltaOy6jozK6mbX1bvA+BHSigk/02dLiSilxjJbKJV2tHDTsHwZa8mwtVD9ER0crWgUgkgPnvp77tvdBQWwstiQBBRHnFVEDGCSiL5e07y95qqPiIVhTtM3IehIkFhB22YjgNdEx9GSrqX1Bd21zTThYFgaMrtse+xgiCiDs2JXlPq2kxP5C97C+H3Co3e7vqe+/am/k1z33NvthUJnBNZtKtSOTa3qzxu1kdEdMIsAI1aZEN4C7o31/eSb2/ueymb63shPb6ZBmB5oDvhF1APNBhwYmsdopvWxJasqe+hmdvj32v9zkkMCCLKH7YmfmGPhkWj4HvuMU0GQjQMopsrEKIfo+04bMCAAQ8AL3R44MADJARFUwHRVGA0/30nze0qJ93kMCCIKH9YSP0rvzH5tuZe+NNtelKlEA0H1+GqSBMmw9FhwI5UEDq80CIh4YTbb8Q+IqWySBce4u850mGidlWGHAYEEeUNr2lBCwKO+xBQ9AW+2ZDQxVtIjzTlSzqMFIqevzAA0xvu720Bmq1HqgcbBqIBocMXCQivKxyaC4rU0EgNhOYqDw0ANA22r3Ub9QEMCCLKI9P9ATwTO0ykn1iFEK0S3OHgPrEd+9xB7N18LA06wtVDtIIwoMeqCK8rJDyCoIj1ZEK6oHCkD0+5gwXQgIv+odUfbwYEEeWNIo8hVxUkVAdpttj7P0SDwb1FDieZTng5tAnA0qDZOjyw4IGdUEFEqwgvAC9seGMhgYSg8LiCQlxZOAkv/s1XHNFNg6ewsNUfbwYEEeWNMaf0Qt+93+Hbgl5yFUJsS64SkoIh5DoBHduiVQNi1YMBK7JFwwEwoEU2Az7o8LgCIlpJqASF6Iqo5s5h7O/bFSeNKGv1x5sBQUR5o3uXzhj8w9/xbc/eghBICgkzTThEb0sXDCmVA8KHlhwDHpiR6sH9wh8OCA8MeKDDB0QOM0WDAknjmw+K6GGpdOGQfNu3pf1wcrdurf54MyDyxMEhci05VJXUKjT4UmifoTJW8yjs11C41lulLYfCbqXfzFDh7pUWTDkKS2ZV2mcojVV46VAYqzUztrCoEGeHtuKvQQ1OyiEkIykcBIeQYlckJQWD1UTlYGrQLD1SORiR6sF9jkGLhIQOD4zIoSanyUoiNSjigZB6rqLpikLTNBw84zQMauV3kwMYEESUZ/7pJC8eO2bDbOoQkmwwJFQOjrBygBU+LR2vHuzIi3tiBWEgenWTDh+02Dhv0iYTFKnVRDwokg9J2R4DnS6cmJHHmgFBRHnljMGnYPB7e7DTNzBNlZB8CCn6uSAYLFfVkHC1EgBTA0w9clmru3oQVxAe6K4qwohVEZ6Ek9aJJ6/Vg8JJqi6Ar0/tigGjRmTksWZAEFFe6VLcCZeYn2OnNigpDPSkQEgOBktcRVhOYvVgabHKAVa0KnBXD01VENGQ8LiqCDvl8lfxyWv1oDAA1JQPx4TOxRl5rBkQRJRXNE3DjFIvVn3ZiHrTiJ9vSDmclBwMnni1YDmJlYMZX+cQrhzC1YPuiKqHeAURDYhoBeGJhYQBD4zY4rlwSKQecooGQvRz95oJmaBoKDJQdOnZ0KRPjKlhQBBR3pk0chAmb6vEW5ggOJyUJhgsdyDYrsNJyZVDpHqwE6sHI7b+IXkRnPtSVz0SJuEqIr54TnyoyV1JJFYVckHx8T/0wfAzz8jY48yAIKK84/V6cUOZgfe3RKuIpioGO03lgIRFcO7KAZYe6bcUrR6sSEgkVw/xjq7xK5miIRE+FxG+7DV+aMqbcAmsuJJo6pLYaFAEigD9hqnweDL3Ms6AIKK8dObI4Zj82Va8ZU4Iv1+0aTWzriG5ckje4ucdNNe5ByNSPRiC8w/xF+zoWoj4ISYjcu2T+7LX5Eoi9Qqn5EpCHBS6BmyZ0hXDxo/J6GPMgCCivOT1enHDGAPv/yUYqSLSXL5quk9CJ1UOsS1SOUSqh/CFrVYkJNytNRKvYIofDopXEMlVRPhchIbkk9zJlYQ7HJq70qmxENAqzofXq/I+wOoYEESUtyaMPA0XbNqKP9aPhxPrnySqHKKXsIqqh2jlEP4Y7reUWj0kVhDuF23NFRKJJ6qTqwgjdkWTuJLwyFQSGrB5ig/Dxo/O+OPLgCCivOXz+XDX1M749KVD+N7s0UzlIKoeopVD5PyDZUVe1FOrB0+keoh3cY2vgwgHhp5wuau7igifj9BdwZB6+Wu4mnCfixBXEgf72Oh014UZrx4ABkSHd6CrT3psia3QDkKlfYZHpX2G/FhHqdWGwtiMXFKYmVYbmp2hVhu2kZGxBxp7yO83YviQQZg/+iPc/cGZqE/owtpU5aAlVQ6RFdOOBQ8MGDATKod4BeEg3sU1uYLQIbrc1V1F+IBYJeK+7DXdeYnkSiJQZGHr/JMwYdgQ5cepJRgQRJTXNE3Djy85E5uqP8EL1efANr1JbTOSKwctdbN0wI4HgyeherBcwRA9QZ14kjp+DiJaQWiItt1IV0VEG/qlVhLiz3Ud2DwjhDNmXZSxdQ/JGBBElPcMw8DCnw7Hlw/vwKZvy1wL35KrB02whU9OG8LqwV1FRIMh9SR1/Cqm1Mtd4yHhiZywdl/2mryALl3/JmDrmccw5L7LYBgK1dsJYkAQUbvQpUsXLLxqH+b9eh++bjgJTkL1IKgaXGsetCarh+TLW91tNuKXucYrCNHlru4rmgzBFU3xjynhoDn4+8A6hBaOQXGXLm36mDIgiKjdGDd6OJ762Q5c/ysNexv6hk+rxCoFpFYOsX5LVuRF3f2GQInnIDwJ4ZC8ujleQYhOVKdWEcmXvaZWEtFw2DfgKL5/ahiGjc1MQ76mMCCIqF0ZN3o4Vt20A9cvA/bW941UEhBWDrB06LHqIVo5RLfEF3AjTQWRuJJa1Jcp3pvJvcI6efFc4rkIOxIOR7D/16di2JjWf7c4GQqXjxAR5Ydxo4dj1a2HMKDrd4DlBSyf62NkM8Mfwwd93JtfuHkiW/jzgtjnBgpSvp/878Kfx/fvgR8+FCZtRfCiED4UwItC7BtYj+9X9cXQLIUDwIAgonZq3JjheGr+IZw1qAq6bYQDwfQlhITuhF+4Pa4XeE/K1+5g8CcEQzQoPIIg8aSEQ2JQeFEAH4pcWzgoDL0AW8/ej++f6pGVw0puDAgiarfGjRmO3z3aFz+e+iGKvKF45WD6oFk+eGIv3E1XD4YgJJoKBpkqwhBUEcEiDX+Z/QV6PT8Gw8Zmr3KI4jkIImrXunTpgofvPwNnjvoYSx4tw/5ve8KJvI2oATNyvsF9/sHd2tu9OM59eWviSWpPbDV18lVM0c8Tr2ZK7tNkaBYO9tmPrfO/whmzJrfppaxNYUAQUbtnGAbmzDob48fW4MGlNXj/3dGwGryult6JVy55UtY/JHdxFZ2kTmza50m63DU1KDzQNR2hwkZsnlKJTnd1x4Rhk9psEZwMzXEchTX+ue/AgWPZngJlUEm3QumxjkL7DE1XONqaif+BFf43dGyFVhsKbTkOHAlIj81noVAImzfvxG9Wmtj0/ijY9X74YMEHC17Ykc9t+GHDBxs+OJHNhh8OfIDrY3TT4AdQAA1+6JGPGgqgowA6CqGjAEbkcwOFMICiRuyaUglvhRdDx5+W0d5KJSUte0tSVhBE1KF4vV6cc85ITJgQwt8+2Y7VK0P47L0xcOr9SG3t7V5BHe/BJOrFFD/MpCPd5a4eGAgVBbD7H/6Gzjd4MWL8yDZputdSDAgi6pC8Xi/OnjgSZ4wP4W+bq/Dem8ewdcMA1Nb0h8fywOMkHlpKXQOR3M01cS1EbMGcpgEeGwdP3Ytj5V+j5NJijD9zVEbfCa618BAT5RUeYuIhpkxxHAd1dXX4vPIrbF5fhz2fdEddTR/Y3/eOHVLyOuHDS34g6RBT5DCThtihJqvvfpil30M74zBOurAYpaNORefOnbNyjqGlh5gYEJRXGBAMiLbS2NiIH36oxZdV+xCoN7H9HRtOUIcBQI9UETri3Vx1AB6fjZMv0uEr9GDgiJPRpVsX+P3+rP4cAAMihgHRvjEgGBCkrt2cpF60aBG8Xi/uvPPO2G33338/XnzxxYSTOW+88Qb69euXjSkSEXUIORMQR44cwdKlS/F///d/uO666xK+V1VVhYceegiXXHJJlmZHRNTx5EyrjTlz5sAwDFx88cUJt9u2jZ07d6KsLPvLzomIOpI2CwjTNHH06NGUra6uDgDw9NNPY/HixSgqKkr4d1999RUCgQCWLl2KiRMn4oorrsC7777bVtMmIuqw2uwQ06ZNmzB37tyU208++WRs2LABffr0Ef67o0eP4qyzzsLPfvYzjBo1Cu+//z7+4z/+Ay+++CJOO+20TE+biKjDarOAmDRpEnbu3Kn878aOHYtnnnkm9vWFF16Ic845B++9954wIFp6tp7an9zpaCNB4cooTamRm/zYkpLcXdFL2ZEz5yDS+eCDD/D73/8+4bbGxsacuLaYiKg9y/mA0DQNS5cuxebNm2FZFv7whz9gy5YtmDZtWranRkTUruXMZa7pTJw4EQsWLMCCBQuwf/9+lJaWYuXKlWnPWRARUetodyupiYiodeT8ISZVixYtwtKlSxNuu//++zFy5EiMGzcutu3bty9LM2wZ0c+1ceNGTJ8+HWPHjsWcOXNQU1OTpdmduOnTp2PMmDGx5+ef/umfsj2lFquqqsLVV1+NsWPH4vLLL8dnn32W7Sm1mt/85jcp/y9t3rw529NqscrKSpx33nmxr2tra3HTTTdh/PjxmDJlCtasWZPF2Z2Y5J9t69atKCsrS3juVq5c2fROnHbi8OHDzp133ukMGzbMWbJkScL3Zs2a5bz11ltZmtmJSfdzHThwwBk3bpyzfv16p7Gx0Xn88cedSy+91LFtO4uzbZmGhganrKzMOXToULancsICgYBz/vnnO88//7wTDAadNWvWOBMnTnTq6uqyPbVWcdtttzm//vWvsz2NE2bbtrNmzRpn/PjxzllnnRW7/d///d+d22+/3QkEAs6WLVucs846y/n000+zN9EWSPezvfDCC868efOU9tVuKoj2uhI73c+1bt06lJWVoby8HD6fDzfeeCP279+PrVu3ZmmmLbdr1y706tULPXr0yPZUTtiHH34IXdcxZ84ceL1eXH311ejVqxfef//9bE+tVWzfvj1v/19yW7lyJZ599llUVFTEbjt+/Djeeecd3HLLLfD7/Rg9ejSmT5+OV155JXsTbQHRzwaEK9vhw4cr7StvAqK9rsRu6c9VXV2NwYMHx742DAP9+/dHdXV1m85fVlM/Z1VVFTweD2bNmoWJEyfiuuuuw5dffpntKbdITU1NwvMCAKWlpTn7vKhoaGhATU0Nnn32WZx77rmYNm0aXnrppWxPq0WuuuoqvPrqqxg1alTstj179sDj8aB///6x2/LxuRP9bEA43P/2t7+hvLwcU6ZMwdKlSxEMBpvcV85fxRTVXldit/TnamhoQOfOnRNuKywsRENDQ0bmeaKa+jnnzZuHUaNG4Y477kCvXr3w5JNP4vrrr8ebb76JgoKCLMy25err61FYmNiSvKCgAIFA/rfSPnjwIMaPH4/Zs2dj+fLlqKysREVFBUpKSjB58uRsT09J7969U26rr69P+X3Lx+dO9LMBQPfu3XH22Wdj1qxZOHToEH7+859j+fLluP3229PuK28Coq1WYre1lv5chYWFKb+4DQ0NKZVGrmju5/zxj38c+/zWW2/F888/j+3bt2PcuHFtMb1WI3peAoFAzj4vKvr374/nnnsu9vWECRNw+eWXY/369XkXECKFhYVobGxMuK29PHcAEk5IFxUV4YYbbsCyZcuaDIi8OcTUUu11JfagQYMSrlqyLAtff/01hgwZksVZtcwLL7yAjRs3xr62LAumaeblc5T8vADhw075+Lwk+/zzz/HUU08l3NbY2Aifz5elGbWugQMHIhQKJVzh2F6eu9raWixdujR26BqQex1s9wHRXldiX3TRRdi2bRvWrVuHYDCIFStWoG/fvhgxYkS2p6Zs//79WLx4Mb799lsEAgEsWbIEgwYNUj6hlgvOOeccBINBrF69GqFQCC+99BIOHjyYcLlhvioqKsITTzyBt99+G7Zt44MPPsAbb7yBGTNmZHtqraJz586YOnUqHn74YTQ0NKCyshKvv/46LrvssmxP7YQVFxfjT3/6E5544gmEQiHs2bMHK1euxJVXXtnkv8ubQ0wt1V5XYpeUlODJJ5/EAw88gDvvvBNlZWV4/PHHs/KG6CeqoqICdXV1mDlzJo4fP44zzzwTv/rVr6CrvA1ojvD5fFi1ahXuvfdeLFu2DAMHDsSKFSvaxWGK0tJSPProo3jkkUcwf/589OnTBw8++CBOP/30bE+t1SxcuBD/9V//hcmTJ6OoqAh33HEHxowZk+1pnTBd17Fy5UosWrQIEydOREFBAWbNmoWf/vSnTf47rqQmIiKh/PsTjYiI2gQDgoiIhBgQREQkxIAgIiIhBgQREQkxIIiISIgBQXQCNm/ejGuvvTZj+9+9ezeuuuoqmKaZsfsgSocBQdRCjY2NuPvuu/Gf//mfGbuPoUOHoqysDKtWrcrYfRClw4AgaqG1a9eiZ8+eGD16dEbvZ+7cuVi1ahWOHTuW0fshSsaAIALw1ltv4bTTTou9sY/jOJg7dy5mzJiRtmf+008/ndDTa+3atbjkkkvwwgsvoLy8HCNHjsScOXMS3tvitNNOw5o1a/DjH/8Yo0aNwqWXXorPPvsMv/vd7zB58mScccYZuO222xLuc/DgwTj55JPx4osvZuinJxJjQBABmDZtGqZPn457770Xx48fx+rVq/Hpp5/ioYceEnYrra6uxldffYUpU6Yk3P7NN9/gD3/4A5YvX44XX3wRtbW1WLhwYcKYZcuWYd68eXj11VfRuXNnzJs3D+vXr8eqVavw4IMPYt26dSlvxDN58mRs2LCh1X9uoqYwIIgi7rnnHpimibvvvhsPP/ww7rrrrpR3h4uqrKxEYWEhTjnllITbQ6EQ7rvvPowcORIjRozANddcg88++yxhzDXXXIPy8nIMGjQIl19+OWpra3Hvvfdi2LBhuPjii1FWVobdu3cn/JuhQ4diy5YtrfrzEjWHAUEU0bVrV9x///146623MGHCBMyaNSvt2IMHD6Jr164p3XM1TcPAgQNjXxcXFyMUCiWMGTBgQOzzwsJC6LqeEDQFBQUph7V69OiBUCiE2traFv1sRC3BgCBy+fzzz2EYBrZv347Dhw+nHadpGizLSrld13V4PIld9JMbJid/X9O0Ztu027Yd2z9RW+FvG1HEtm3bsGLFCjz00EPo1asX7rnnnrRjS0pK8MMPP6S8+GfK4cOHUVhYiOLi4ja5PyKAAUEEAAgGg7jzzjtRXl6OSy+9FIsWLcL69evxyiuvCMePHj0aoVAo5VxBplRVVWX8clqiZAwIIgCPPPIIDhw4EKsaRo8ejX/5l3/B4sWL8d1336WMP/XUUzFo0CB89NFHbTK/jz76CFOnTm2T+yKK4jvKEbXQ888/j5dffhlr167N6P3s2LEDP/nJT/Duu++iS5cuGb0vIjdWEEQtNHPmTNTW1uKTTz7J6P0888wzmDt3LsOB2hwDgqiFfD4fHnjgATz88MMZu49du3Zhx44dmDdvXsbugygdHmIiIiIhVhBERCTEgCAiIiEGBBERCTEgiIhIiAFBRERCDAgiIhL6/44S9uSN8N+4AAAAAElFTkSuQmCC\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plane_xy.mpl.lightness(lightness_field=field.x)" ] }, { "cell_type": "markdown", "id": "dc283fa4-7be8-401e-8857-4212bdccd185", "metadata": {}, "source": [ "Change the lightness range." ] }, { "cell_type": "code", "execution_count": 44, "id": "232ee39f-5a81-4fda-97f7-c80dceef0aa0", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plane_xy.mpl.lightness(clim=(0, 0.5))" ] }, { "cell_type": "markdown", "id": "e9f9b11e-735e-4465-9e22-0b73d28473ed", "metadata": {}, "source": [ "#### `colorwheel`\n", "We can pass additional keyword arguments to `colorwheel_args` in the `lighness` plot.\n", "\n", "To get more control over the colorwheel the function to draw the colorwheel is exposed an can be used separatly. We have to explicitly give an axis to `add_colorwheel`." ] }, { "cell_type": "code", "execution_count": 45, "id": "eae1107d-77c7-4639-84c5-72f2f388c001", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 45, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots()\n", "df.plotting.mpl_field.add_colorwheel(ax=ax)" ] }, { "cell_type": "markdown", "id": "ff0185bd-c063-49b9-a69d-7bd38db88fc5", "metadata": {}, "source": [ "We can specify `widht`, `height`, `loc` and additional keyword arguments that can be used for `mpl_toolkits.axes_grid1.inset_locator.inset_axes` ([documentation](https://matplotlib.org/stable/api/_as_gen/mpl_toolkits.axes_grid1.inset_locator.inset_axes.html))." ] }, { "cell_type": "code", "execution_count": 46, "id": "afdbddc1-69d9-4ce4-bd6e-54120ab6cdd3", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 46, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots()\n", "df.plotting.mpl_field.add_colorwheel(ax, width=2, height=2, loc=\"center\")" ] }, { "cell_type": "markdown", "id": "63692ac8-6b4f-4cb2-855a-b01a47572587", "metadata": {}, "source": [ "### Combining scalar and vector plots – `mpl()`\n", "\n", "In the beginning, we have briefly seen, that we can use the convenience function `mpl()` to generate plots. We can adjust these plots by passing `scalar_kw` or `vector_kw` that are internally passed to `mpl.scalar` and `mpl.vector`, respectivly. All arguments allowed for `mpl.scalar` or `mpl.vector` can be specified. By default `use_color=False` for the quiver plot. To disable automatic filtering add `scalar_kw={'filter_field': None}`." ] }, { "cell_type": "code", "execution_count": 47, "id": "045e08fa-c757-484b-941d-bcf13072434f", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plane_xy.mpl(\n", " figsize=(12, 8),\n", " scalar_kw={\"cmap\": \"turbo\"},\n", " vector_kw={\n", " \"cmap\": \"cividis\",\n", " \"use_color\": True,\n", " \"color_field\": field.x,\n", " \"colorbar\": True,\n", " \"colorbar_label\": \"x-component\",\n", " },\n", " multiplier=1e-9,\n", " # filename='mplplot.pdf'\n", ")" ] }, { "cell_type": "markdown", "id": "4cab126d-2999-4e1c-8e1c-064d98afd846", "metadata": {}, "source": [ "If we have a 2d field and want to use `mpl` we have to always pass `vdims` to `vector_kw`." ] }, { "cell_type": "code", "execution_count": 48, "id": "84164e2b-fd53-4d80-b258-3651d3ccc4ee", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plane_2d.mpl(vector_kw={\"vdims\": [\"a\", \"b\"]})" ] }, { "cell_type": "markdown", "id": "72c72db8-e9bc-4db2-8d9a-7e531bc0f9fa", "metadata": { "tags": [] }, "source": [ "## Building a custom plot\n", "We can build custom plots by combining the different available plots. This is done via passing axes to the plotting functions. In the following we start with a step-by-step example and then show some additional examples.\n", "\n", "First, we manually create the combined `scalar`-`vector` plot similar to the one show in the cell above. We start by creating figure and axes." ] }, { "cell_type": "code", "execution_count": 49, "id": "63a7ae5f-66dd-48e2-9fd9-513baffef486", "metadata": {}, "outputs": [ { "data": { "image/png": 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U1JCx3N/fH+3t7bFkyZLo6uqKZcuWxerVq+PkyZMV+37zm9/Ezp07Y+vWrbF3796YN29erFq1Ks6cOTNiwwMAwEgaMpb37t0bdXV1sXTp0hg3bly0tbXFpEmTYvfu3RX73n///Whvb4/LLrssxo4dG8uXL4+jR4/GO++8M2LDAwDASBo71IZyuRzNzc0Va01NTdHT01OxtmLFiorbu3btiosvvjguueSSYRgTAABqb8hXlnt7e6OhoaFirb6+Pvr6+tL7vPbaa7F+/fpYu3Zt1NV5DyEAAJ9NQ5ZsQ0PDOWHc19cXjY2N592/Y8eOWLVqVaxbty5uuOGG4ZkSAABGwZCxPH369CiXyxVr5XI5ZsyYcc7eRx99NB588MHYtGlTLFmyZPimBACAUTBkLM+bNy8GBgZi69atMTg4GJ2dnXH8+PFobW2t2Ld9+/Z46qmn4umnn4558+aN2MAAAFArFxRFUQy16dChQ9HR0RGHDx+OqVOnRkdHR7S0tMTKlSujVCpFe3t7fPOb34y33347xo8fX3Hfzs7Oc94gGBFx7Ng/hu+nAACAxOTJF/7b960qlkeCWAYAoBY+TSz7qAoAAEiIZQAASIhlAABIiGUAAEiIZQAASIhlAABIiGUAAEiIZQAASIhlAABIiGUAAEiIZQAASIhlAABIiGUAAEiIZQAASIhlAABIiGUAAEiIZQAASIhlAABIiGUAAEiIZQAASIhlAABIiGUAAEiIZQAASIhlAABIiGUAAEiIZQAASIhlAABIiGUAAEiIZQAASIhlAABIiGUAAEiIZQAASIhlAABIiGUAAEiIZQAASIhlAABIiGUAAEiIZQAASIhlAABIiGUAAEiIZQAASIhlAABIiGUAAEiIZQAASIhlAABIiGUAAEiIZQAASIhlAABIiGUAAEiIZQAASIhlAABIiGUAAEiIZQAASIhlAABIiGUAAEiIZQAASIhlAABIiGUAAEiIZQAASIhlAABIiGUAAEiIZQAASIhlAABIiGUAAEiIZQAASIhlAABIiGUAAEiIZQAASIhlAABIiGUAAEiIZQAASIhlAABIiGUAAEiIZQAASIhlAABIiGUAAEiIZQAASFQVy93d3dHW1hYtLS2xePHi2L9//3n3PfnkkzF//vyYPXt23HXXXdHb2zucswIAQE0NGcv9/f3R3t4eS5Ysia6urli2bFmsXr06Tp48WbHv97//fTzxxBOxZcuW2L17d5w4cSJ++tOfjtjgAAAw0oaM5b1790ZdXV0sXbo0xo0bF21tbTFp0qTYvXt3xb6dO3dGW1tbNDU1xYUXXhhr1qyJnTt3xunTp0dseAAAGElDxnK5XI7m5uaKtaampujp6alY6+npiRkzZlTs6e3tjXfffXeYRgUAgNoaO9SG3t7eaGhoqFirr6+Pvr6+irVTp05FfX392dsf3+fUqVPnfdzJky/8l4cFAIBaGvKV5YaGhnPCuK+vLxobGyvW6uvro7+//+ztjyN5woQJwzEnAADU3JCxPH369CiXyxVr5XK54pKLiIjm5uaKSzPK5XJ84QtfiClTpgzTqAAAUFtDxvK8efNiYGAgtm7dGoODg9HZ2RnHjx+P1tbWin033nhjPPPMM/HXv/41Pvzww/j5z38e119/fdTV+ShnAAA+my4oiqIYatOhQ4eio6MjDh8+HFOnTo2Ojo5oaWmJlStXRqlUivb29oiI2LJlSzz55JPxwQcfxNVXXx0bNmw453pnAAD4rKgqlgEA4L/RiF4j4Zv/OJ9qz8WmTZti4cKFUSqVYtmyZfHGG2/UdlBqqtpz8bHOzs6YO3dubYZjVFR7Jl555ZW49tpr48orr4xbb701Dh06VNtBqal/5W/I/Pnzo1QqxYoVK+LIkSO1HZRRceDAgXMuFf6/XnjhhVi0aFG0tLTEqlWr4vjx40M/aDFC+vr6ivnz5xf/8z//UwwMDBTPPvts8dWvfrX48MMPK/bt2rWraG1tLXp6eooPPvigWLlyZbF+/fqRGotRVu252L59e3HNNdcUb731VjE4OFg8+uijxcKFC4vTp0+P0uSMpGrPxcfeeuutYs6cOcVVV11V40mplWrPxJ///OeiVCoVXV1dxenTp4tf/OIXxTXXXDNKUzPSqj0Xv/vd74pvfOMbxbvvvlsMDAwUHR0dxbJly0ZpamrhzJkzxbPPPvtP/zb85S9/KWbPnl3s37+/OHXqVHH//fcXK1euHPKxR+yVZd/8x/lUey7ef//9aG9vj8suuyzGjh0by5cvj6NHj8Y777wzSpMzkqo9FxERp0+fjnvuuSduu+22UZiUWqn2TGzbti1uueWWKJVKUVdXF7fffnts3Lgxzpw5M0qTM5KqPRdvvvlmnDlzJs6cORNFUcSYMWMqvguCz5/NmzfHli1bzr6P7nyef/75WLRoUVxxxRVRX18fd911V+zZs2fIV5dHLJZ98x/nU+25WLFiRdx0001nb+/atSsuvvjiuOSSS2oyJ7VV7bmIiHj88cdj5syZsWDBglqNxyio9kx0d3dHY2NjLF++PObOnRt33HFHTJgwwScxfU5Vey6uu+66GDNmTFx99dXR0tISv/3tb+NHP/pRLUelxm6++ebYuXNnzJo1K93zyeacOHFiXHTRRed8RPInjdhvk5H65j8+26o9F//Xa6+9FuvXr4+1a9f6A/g5Ve25OHjwYDz33HNx77331nI8RkG1Z+LEiROxbdu2uPvuu2PPnj1x+eWXx+rVq+Ojjz6q5bjUSLXnYmBgIGbPnh0vvfRSdHV1RWtra9x5551R+EyDz60pU6bEBRdc8E/3fLI5I/5fdw7VnCNWHr75j/Op9lx8bMeOHbFq1apYt25d3HDDDbUYkVFQzbno6+uL++67LzZs2OD3w3+Ban9XjB8/Pm688caYNWtWjB8/PtasWRNvv/32ef+vBJ991Z6LDRs2xJw5c2LatGkxYcKEWLt2bRw4cMAbxf/LZS/aZg3ysRGLZd/8x/lUey4iIh599NF48MEHY9OmTbFkyZJajcgoqOZcHDx4MI4cORKrVq06+/nuJ06ciFKpFEePHq31yIywan9XNDU1xcDAwNnbRVGc/cfnT7Xn4ujRoxXnoq6uLurq6mLs2LE1mZP/TM3NzRXn57333osTJ06cc2nPJ41YLPvmP86n2nOxffv2eOqpp+Lpp5+OefPmjdK01Eo156JUKsXrr78e+/bti3379sXmzZvjoosuin379sWll146itMzEqr9XXHTTTfFjh074sCBAzE4OBiPPPJITJs2Lb70pS+N0uSMpGrPxcKFC+OJJ56II0eOxMDAQGzcuDFmzpwZTU1NozQ5/wmuv/76ePnll2Pfvn3R398fDz/8cCxYsCAmTpz4z+84jJ/acd6P6LjtttuKlpaWYvHixcWf/vSnoiiKYsWKFcVjjz12dt9TTz1VfO1rXyvmzJlTfP/73y96e3tHcixGWTXn4pprrim+8pWvFC0tLRX//va3v43i5Iykan9ffGzv3r0+Ou5zrtozsWPHjuLaa68tWlpaim9/+9tFuVwenYGpiWrORX9/f/HQQw8Vra2txVVXXVW0t7cXf//730dxamrlk38b1q1bV6xbt+7s7RdffLG45ppriiuvvLL47ne/Wxw/fnzIx/QNfgAAkHCtAwAAJMQyAAAkxDIAACTEMgAAJMQyAAAkxDIAACTEMgAAJMQyAAAk/hfcQ4R3y93LYwAAAABJRU5ErkJggg==\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(12, 8))" ] }, { "cell_type": "markdown", "id": "32ac9c7e-97a1-4bfb-a45e-f5d6be53ff16", "metadata": {}, "source": [ "Then we can add the scalar plot of the z-component and pass `ax` as additional argument. We have to manually specify the `filter_field`." ] }, { "cell_type": "code", "execution_count": 50, "id": "b0193f3f-01d6-42d6-bba9-32491f971200", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(12, 8))\n", "field.plane(z=10e-9).z.mpl.scalar(ax=ax, cmap=\"turbo\", filter_field=field.norm)" ] }, { "cell_type": "markdown", "id": "d068cec1-1b4d-45e2-b849-698108658570", "metadata": {}, "source": [ "In the last step we can add the quiver plot using `mpl.vector`. As we now have separate control over `scalar` and `vector` we can reduce the number of `quivers` independently." ] }, { "cell_type": "code", "execution_count": 51, "id": "c6e01405-7dc7-4f16-a073-64f3bbbacd5b", "metadata": {}, "outputs": [ { "data": { "image/png": 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PzUQ3dDQMdENHR0c3DLBndixX1hJtJtOanbJYDqcqNrKcA8lyDjwYr6ETjDQTjLakdVJbdxy2TMoKz0TTYz3GIkkSVtXRkVQbbRPzkkmRFEo8J3XbZlVs5KtZ5KtZAIT0SEfy7NX9ZCrJS97bdZf8WnWNwf5GClu91DkzqHdkEFEsVHpyqXZmUhBoJjcols8Ujp0hapj7PTHCbB6RMAt9kg7sycjHZ3ehalrbWrUR7Fq0Y91ai66l5TS1KimoRxk1Vl29X4c5HSRJxmnLwmnLMjuUDu2THPsTu2zFLudQaMnBMAz0NI/sWgydolYvBYFm6h0e6pwZxBSVKk8ONa5MduypZkTxgLTGJAiCcKLqf0cx4YQQUSwUBJoZ0tKAaogF1QVzSZKEYlIVsWroDAj4yA8202D3UOvMQDF0hg1O/gi8cHwTI8z9nyzK0E0jEmahT7Jr0Z4fJAgnEMUwKAg2kxdsIaIo4pLawjETk/76P1GSYR7x1yMIgtCPyBjYtZjZYQiCIJxQxAizIAiCIJwARElG/ydGmM0jRpgFQRAEQRAE4SjECLMgCIIgnADECHP/J6YumEckzEJKzT7jfxPq5xlxVcLbVLOLE+qnZA1KqJ+ckdilmwFwuhLrZ0/wSoJmTLHWE1zlJBRKrF+gNbF+gKW5MaF+Vu/+hPrZmvYk1A8S/9tavf6hhLcp9G+6SJj7PVnsQtOI7yqCIAiCIAiCcBRihFkQBEEQTgCiJKP/U8QQs2nECLMgCIIgCIIgHIUYYRYEQRCEE4Ahxsj6PTHAbB6RMAuCIAjCCUCUZPR/YpUM84iXXhAEQRAEQRCOQowwC4IgCMIJQIww93+iJMM8YoRZEARBEARBEI5CjDALgiAIwglAjDD3f6KG2TzipRcEQRAEQRCEoxAjzIIgCIJwAhAjzP2fLIqYTSMSZkEQBEE4AYiEuf8T+bJ5REmGIAiCIAiCIByFGGE+gVw4ambCfZ1F5yXUz1U2O6F+asHwhPoBSPlFiXXMyUqom+a2JLY9IOpJbLggatMT6qdZtYT6fRlKREmonyWckVi/FiOhfgCKf1BC/eTGIQn1U+uGJtQPQM1I7H1+2fRfJNQvUPWfhPqt2fbPhPoJyaeLEeZ+T0z6M4946QVBEARBEAThKMQIs5ASGgYKYjRDEAShrxA1zP2fmPRnHpEwC0lXJ2lUKFHGxKzYzA5GEIRODAwigE18oT3hiIS5/xP5snlESYaQNBoGO5UoO9QoMQkqlZjZIQEQDvvZsm01Lf4as0MRBNNJSNTJGp8pYaqlGDESr/kWBEE4UYgRZiEpAuhsV6MEpfjBd4CmUKKb+/bStCh79q2nYs87aFqEYLCJUyfMR5LEV3QhfTQtyo5db6AoFrIyB5OVOQSLxWFqTIN0hWZFp1yNUWHEyDZk8nWFbENGFiPPxy0xwtz/yWKY0zQiYRa+FAODWkmjQomhS6AYUKZZyDUSWxkhKTEZBtW1W9ix63VCIR8ATmcuxUPOMC2mQxmGgb+xEj0WxukZYXY4QoopioXSknPYsPEpKva8A4DLmUdW5mAyZQ9ZzkKctsy0fpGTkBihWfhEChORoFHSaZR1FAPyDIU8XSHDkJBE8iwIggCIhFn4EmIYlCtR6uX4EmduXeIkzYLdxEofX6CW7R+9iq+5EgCL6mB46VQGDzoVWU5tEm8YOpLU/b9d12J4q7dTt2cT9Xs3EfI3kFk4gvFld6Qsnojfi9WdlbLnPxbR1mYC9fuxZeRgzy5M6bZC/gZqKza0/SYRz/mktoRUavsv/nPWwJNwZye2lNyxsFldnDpxPh9+9BTBUBOtgXpaA/Xsb2u3KDYynQWMGHAabntOyuMBsCBxkmblMyVCe16sSVAjadTIGm5dYpRmxSqS5uNGukeYq6urWbRoER9++CFut5tvfetbLFiwAJ/Pxx133MH777+Px+Phxhtv5MorrwQgEolw1113sXbtWlRV5ZprruE73/lOW/wGS5cu5bnnnkPTNObOncvtt9+OosQ/25988klWrFhBa2sr06dP5+6778bpdAKwevVqHnzwQRoaGjjjjDO49957ycvLS+vrkQxi0p95RMIsJMSPzhdqlFBbCUaRpjBUV9N2OjcYacFh9Rzyu5+d1R9S7dsFgCTJDBl8GsNLzkv56W/DMDiw4120aJghY2Z03B8N+Wmo/JS6PZtoqPwMLRo82EmSkGQFQ9eQkpzIt1Tt4sD6f2LoGiOvuKnbx+ixGBFfA2FvHeGm+M2WU0DBqdMS3q5hGERbvATrqgjWVRGqj/8/WFtFLNiCLauA8d+6N+Hn7y27OxdXVhGfv/Mk4damIz4ud/ApFI08J+XxdMRly2DyxGv4YOOThMPNXdoH5YxKW7LcLsOQGaqr7D1svkG2LnOSZhEr3RxnjDSWqxuGwXe/+13OOOMMfvvb37J7926+8Y1vcMopp/Dkk0/idDpZt24d27dv5/rrr2fEiBFMmDCBBx98kKqqKl5//XUaGhr45je/SXFxMbNmzeLZZ5/lrbfeYtWqVUiSxMKFC3n88ce5/vrrefPNN1mxYgVPP/00eXl5/OAHP+CBBx7grrvuYtu2bSxatIjHH3+ckSNHsnjxYm6//Xb+8Ic/pO8FSRJRkmEekTALPTKAKjlGka5iYHBA1tgjxzAkUA0YoVnITmMJRmvIy6Y9azh75FXEtCi76z5hT/2n6Eb8ohz5eSM5qex8XM7clMcSCjSx5Z1naaj8lLHn30iguZb6PZuo27sJX/UXGMbBC4woFhu5g8eSN3QCeUPGYbG7iSZptMDQdRp3bOTA+n/SUvkFACXnz6el8gtC3jrC3jpC3lpCvlrC3noizY1djp4Zw8YklDBH/c3sW/s3mj7/CC0cPOLjMkvG4K8qx55dgNWTg5TCT/7cIWOZcsVidqz/G1Xbu7/ghit7MP6m/Xhyi9NWDuFwZDF54jV8uPEpIhF/x/1RLUytbzcZjjzsFldaYmk3SFdolnS88sH3apOss8eIUZLGL8HC8eWTTz6htraWW2+9FUVRGDFiBH/5y1+w2WysXbuWf/3rX9hsNsaNG8fs2bN56aWXmDBhAitXrmTJkiV4PB48Hg/z58/nxRdfZNasWaxcuZJrr72WgoICABYuXMiyZcu4/vrrWblyJfPmzaO0tBSAm266iWuuuYY777yTl19+mRkzZjB+/HgAbr31Vs4880zq6+v75SizYA6RMAs9qs0YSIMcI19X2KlEaWo7sGa0jUKl85RtINzMRxWvEI4F2d+4nZ01G4jE4kma257DyIFTyC2dnPI4DMOgqmId2z9+jljbyPEX654lHPB2epzNlU3e0AnkF08ke+BIZCXxqwJ2R4uEqN38Ngc+fJVwU22ntt1rn+mxv8WThS27AFtWHu5BwxKKweLOoPTSb5I9ejLV771Ky+5t3T6udtOb1G56EwBJVrBm5GLPyseWld/2/4L4z5n5qE5Pt89xLFSrk9Hn/jcFpZP5/O0nCbc2dmrf++mr7P30VWzObPKGjieveAJ5GWUoSd5Hh3M5c5k8YT4ffvwU0WgQRbag6VEOeHdQ46ugJH8cJfnjUOT0fDwfWs8cBfINhVpZo1rRaJF1TopZcIgFlY4LRho/q7ds2cKIESP41a9+xcsvv4zb7eaGG25g5MiRqKrKkCEHr45ZWlrKmjVr8Pl8NDQ0UFZW1qnt2WefBaC8vLxLW0VFBYZhUF5ezgUXXNCpLRAIUFNTQ3l5ORMnTuxoy87OJjMzk4qKin6XMIsRZvOIhFk4Kr/NzYGswSDBJ2p8ghAGDNFVButKWicFBSP+tmQ5AMDW/W8DYFUdlBVOpih7xBFriJMpFGhiy4d/pOHAlk73tyfLnrxi8oZOJH/oeNy5Q1MyehlpaaL6o9eo3vgGWqj1iI9TbM6OpNSWVYA1Nxdbdn78lpmLbLEmJR5JlskeOYHskRNordpN9Xv/onHLBxh626W4JQn3wGGEvXVEA80YukbYW0vYW9vt88lWO6VnX8mgSRd/6dhyB5/ClCvu7jTanF88kVg0hPfAdsKBJvZve4v9295CUW3kDjiZ/EHjyS8ai9Xm/tLb747bXcCpE+az4aOnGJwzimx3EV8ceJ/WsJfy2o3sb9rOiMLJDMgqS8vod3s9c4USpUyzkKnL7FKitEoGn6gRhmsW0jvuLfR3Pp+P9evXM2XKFN58800+++wzvvWtb/HYY49ht9s7PdZutxMKhQgG44MPDoejSxtAMBjs1NfhcKDrOpFIpNu29j6Ht7W3t29PEHpDJMzCEcVklT15ZdB2wI5IYDVghGYl00jv19xwNMBHFa8Qivo73T8k92TKCiejKslJ/I7m4Kjy34hFQ13aJVnh1Et+TGZhWTe9k0fXYjTv3Yah62QMHkGgvoqwtw4OW0/XPaiMUxbc2elLhGbVUhobgKuohOFXLGTI+VdS88Faaje8hRYOMGzmdbgKi9EioXiJiK+9VORgyUjYW4ceDaNHQshq8i57c/hosyt7EMMnX0403EpD5afU79lE/b5P0aJBais/prbyY5AksnKHkz9oHAWDxuPKGJC0eAAyPAOZWHoxzYFa8jyDyXFfzv7G7eyq+YhwtJXPKv/N3oatnDTwDLJdyd12t/EYMmWx+Oh6vqHgjkl8ocaT5h1qlJzcUgY17kE5pMxI6F/SOenParWSmZnJwoULAZg0aRIXXXQRy5cvJxwOd3psKBTC6XR2JLWhUAi3292pDeLJ86F9g8Egqqpis9m6bQNwuVydku5D29uftz8Rk/7MIxJmoVsGsCdvGFG1cyKqIqFhYGCkbXQ5EgvyUcUrBCNdJ0rVNu8hzzOUPM/glMYQam2MjypXbz3iYwxdY+t/VjDpkp9gc2amLBZZUckbcyZ5Y87suE+LRgg1HiBQv59g3X6CDVUE66uo2fgGA049P2WxHI01M4chF1zFkCmXUbv5P/irduEqLEax2nEWDMFZMKRLH8MwiAVaCHlrcTsKkh5TfLR5MY374/vRYnMxYPgUBgyfEv8iUrGVuqrN1O7/hFBrA976nXjrd7LjkxeYOvcBbI7k7tcsZwGZjvgpYVmSGZI7mgFZw6mo/Zi9DVtoDtaxoXw1hZmljBhweqeJrqngOqT0woHM2JiV3XKMakWj0Z1Pq9VNSf1OHFExMiccXWlpKZqmoWlaxyoWmqZx8skns2HDBqqqqigqKgKgoqKCsrIysrKyyM3N7VQqUVFRwfDhwwEYPnw4FRUVHbXIFRUVDBs2rKOtvLy8Y/sVFRVkZGRQUFDQ0a9dY2MjPp+v43kFoTdEwtwPXTTmsoT6uYf3vt8+vYUWvaXL/ZpqI5g5mLyMYdiUnkcAlQGJ1cVSFB9Ri0YCbPzPw7SGvZ2arTYPWXklZOWWYsktgZyDE7cieYmNNvvzIkdsiwXtDD7pvxncfnpcktsG3iVas/10LF8mSdSpYSS18YjPdaiQy9/zg7oRdRypDCMHyMHBWBxAWNfZKx+sKTbk9I8OSroMk4sB2Ev39c3d8Qd9gO+Yt2dv7UUZxaml7KfrPnIXj6aA0eQbVxGsrcK7/RN82zdjGAatEzM50qvurk8subfmZHX52mkFRp48gSH+BnZ8upqa/Z9Q46ugtmUvxWXnMWz0BagWOxZPYitqyK5jmww7BigIHGBL3UeErQ52FI2lVM5kgOTsVblIop9XAP/a8lLCfYWu0jnCfPbZZ2O32/ntb3/LjTfeyObNm3nttdd44okn2L9/P0uWLOGee+5hx44drF69msceewyASy+9lIceeojly5fj9Xp55plnuO222zraVqxYwZQpU1BVlUcffZS5c+d2tC1atIiLLrqIgQMHsnz5cmbPno0sy8yePZv58+dzxRVXMHbsWJYuXcp5551HdnZ22l6PZBE1zOYRCbPQhc8Is+eQZFlBotA9hAGuQWTZctO2okAsGmLjO4/R4q3CkzWIrNwSsnJLyMwtweHMSeuFHlTHkU/dKc6+e4o6lStRHM8kScJZOAhn4SCKzpuFHoumPQanO5fxZ15LU1052zevpLlpH7u/eJP9ez5k3OnzySUjbbHkOwcyUclnu9ZEC1F26T58UpgyOQs1DfMGhORIZ8Jst9v54x//yN13381ZZ52F2+3mZz/7GRMmTGDx4sUsWrSIqVOn4nQ6ue222zpGjW+++Wbuu+8+Zs6ciSRJLFiwgJkzZwJw9dVXU19fz7x584hGo8yZM4frrrsOgOnTp1NZWcnChQtpbm5m6tSp/OhHPwJg9OjRLF68mJ/+9KfU1dUxefJkfvGLX6TttUgmUZJhHskw0rkyY+rV1XUdFT3eJDpi4yqZ2eNjoobGx1odUXSyJTsFkoMcyY5jcGIrT3yZEebG2p0Yhk5mzlBUi73nPm1SMcJ81H7Zib/nkj/CfHSmjTAnwBJMbJpZr0aYj8DdlFjJg7s+sfectb537znD0DmwdyM7PvsH0XArZ1/0Exy+xN6vWnV5zw/qRnj/R+iGwV69hUoj/r61ozBSycYjHfnf37r7nwltD06MEeb8/NSW2Rzqi3XXJP05Tzrrj0l/TuHIdpzV+2PhsRixruu8HKEzMcIsdDAMg2ojwBDZQ57kwGLyyFFOQWonzwlCfyFJMkXFkykYNBZf414crhzwVac9DlmSKFEyyNStfKF7CaFRrQfwpGHSrfDl6cfV8NiJSZw0NI9ImIUOkiQxRErfaIcgCMdGVW3kFowwOwyyZTsTpXz26i2UyukrDREEQTCLSJgFQRCEY2aVFMqULLPDEI5BOmuYhdSQRA2zaUTCLAiCIAgnAJEw93+iJMM84qUXBEEQBEEQhKMQI8yCIAiCcAIQI8z9n1hWzjxihFkQBEEQBEEQjkKMMAuCIAjCCeD4uurCiUlM+jNPnxth3rx5M+ecc07H7z6fjxtvvJFTTz2VadOm8dxzz5kYnSAIgiD0TwZS0m9Ceslyam5Cz/rMCLNhGDz//PP88pe/RFGUjvvvvPNOnE4n69atY/v27Vx//fWMGDGCCRMmmBesIAiCIAiCcMLoM98rHnnkEZ5++mluuOGGjvtaW1tZu3Yt3//+97HZbIwbN47Zs2fz0ksvmReoIAiCIPRDhiEl/SaklyRLKbkJPeszCfMVV1zBypUrGTt2bMd9e/bsQVVVhgwZ0nFfaWkp5eXlZoQoCIIgCIIgnID6TElGQUFBl/sCgQB2u73TfXa7nVAolK6wUurCUTMT6ucefllC/WxDz0ioH4Ay5KSE+umD8xPq1zw4llA/AG9+XUL9/Hk1CfXTMxPbHoDV3pxQP7fFn1A/ixxJqN+XEdWtCfULRt0J9fOGEr9Uc7MvsferO7cwoX5ZOVkJ9QPIcA7p+UHdUA77TO0tm5L+w0Win5Frtv0zyZEcH8SIcP8nlpUzT58ZYe6Ow+EgHA53ui8UCuF0Ok2KSBAEQRAEQTjR9JkR5u4UFxcTjUapqqqiqKgIgIqKCsrKykyOTBAEQRD6F7GsXP8n9elhzuNbn37p3W43M2bMYMmSJQSDQTZv3szq1auZM2eO2aEJgiAIQr8iJv31f7IipeQm9KxPJ8wAixcvJhaLMXXqVL7//e9z2223MX78eLPDEgRBEARBEE4Qfa4k44wzzmD9+vUdv2dlZbFs2TITIxIEQRCE/k+UZPR/Ygk48/T5EWZBEARBEARBMFOfG2EWes+QYsRsftRQJpK4RKkgCP2cgSE+y1JI1Bz3f5KoNzaNSJj7KQODiKseQw1jyFGsgcTWj002Q48hyeJtJQjCsdNszchRB3KCa3cLRycS5v5PlGSYR5Rk9FMxuw9DDYMBajjxCzUkkxYLUr39KXzV68wORRCEHmixILqW/gvZHI2kWYl4qolZ/RiIgltBEPoOMRTYD2lqCM3mA0ANZiNrNpMjih98a3f8iUiwhmjYiyt3HKolsSu1JTWurdtB11FOGW12KILQp8iKlZodf8KVfTLuvAlIkmJ2SMgxOxgyMWcDuhoCWQZdNzus44Z4Jfs/sQScecQIc3+jqkSd9SCBHHGgRDxmR9QpWZZkG4UjvmZ6smxoGtFXXyf65+eJvrgava7B1HgEQa+uJfraW+j1feO9KEkKnvzJNO77F1VbH6O1aSuGycsoSEgoERcAurUVZdRISPBS3oIgCMkkRpj7GbmkGGQNdAVLMNf0CTLdJcs21yBTYzKaW4j87UWMPZUAyCePQsrsG2UrAEZrFMllMTsMIc3kAQVoH28msuxRpKGDUSaORR9wJrLNvITQmTUKq3MgkcAB6itewupcT9ag/8LhKTEtJiXiQrM3AyA57CijR6Lv3YfR0GhaTMcLUcPc/4lJf+YRI8z9iFRYgJyZAQZYW/OQDHNPofbFZDm8bwfh36+IJ8uqgjp3FpbLZyNZzU1QDc0g9lENwfvW0/qdtRjBmKnxnAj02gCGP2L6qOmh1AumIQ0sxNhbSWzlP6ldsRjvv/5CeN8ODCP9J8wlSSJ70H91/B4JHKB2x5+o2fkXIoGatMcDIOkWJO3g36skyyglxW2DBeKQ9WWIK/31f5IspeR2NO+99x6XXXYZEydO5Ktf/SqffPIJAD6fjxtvvJFTTz2VadOm8dxzz3X0iUQi3HHHHZx++umcddZZPPzwwx1thmGwZMkSpkyZwmmnncY999yDpmkd7U8++STnnnsukyZN4tZbbyUQCHS0rV69mhkzZjBhwgQWLlxIfX19sl7aHokRZhM5i87r9WN1i0YsN/6msVnHYB8w8pi3pww56Zj7tNOGdl6FQ4+0UvfuU0SDNUiqnbyzFqLmlKAd1q+xNJTQ9uoH7+/5QYYBUtsfum7Aax/BP9cjGWAUOonddBqREhXY0qttZnqqEop1kCM+kq0FdJo3Rsg+5+CIYbRJp+4fQWpXBYhUH0yIBux4l9zzHQyyVCe0zTzZ2+NjtChsXW2j8OQYBSPje8YmdZ7kZRgQ9Eo4s1OXVIYNK4YOgUaJ5moZf41M6dlR1B4GVuv1rIS2tz86AIBAc5QvfuIl2qhjyZGx5ilYcmWseTKW3Lafc2UsuTL2YhVZldjvGZzQNn2ZRb1/8K1jsNxRjxTWIBYltH0joe0bMXI8cNpIOGM05PZ8RiRqS+zLaY7c+W/ZQj4230bCtds67gs1l3OguRzH4ElkjbkUxZFJol/PbdqxfzmUItsJRQ/5uzVAzsxFLRuA4reafmZNEE4UlZWVfOc73+GOO+7g8ssv55133uHb3/42q1evZvHixTidTtatW8f27du5/vrrGTFiBBMmTODBBx+kqqqK119/nYaGBr75zW9SXFzMrFmzePbZZ3nrrbdYtWoVkiSxcOFCHn/8ca6//nrefPNNVqxYwdNPP01eXh4/+MEPeOCBB7jrrrvYtm0bixYt4vHHH2fkyJEsXryY22+/nT/84Q9peS1EwtwPGJJBLCsIEkhhBZsz8cQ3UXo0hKRakSS5LVl+mKhvf0eybMspSW9ALQH4eCecNw78QXhmLdLne+OxTh5AbOFESGPZQ6gqxo47fGSdaSXrbBv+T6PUvhSk8d8hjGj8MZIVcs+3UzDXiXt06mLTYvD5ahsfPGGntUHmhrVNAEQCUF9uoW6nSt0OlbqdFup2qUT8Ere8XYP6JVfy8lYqNFUqNFcfepPxVav4a2S0aDzJmXR1kBEzol/2n9kjZ5mFMY/lsnORl5aPo52+sByqaIGLQf+Txo/CgW60a8eiPrap091SYwvG/vr4+7kXCXMyZZ48m9pDEmYA+8CxuIedi2xP/zwJizqkc8IMqE0O5Jj5ExP7sz50skVIULpLMv7zn/9w0kkncdVVVwEwbdo0xo0bx6uvvsratWv517/+hc1mY9y4ccyePZuXXnqJCRMmsHLlSpYsWYLH48Hj8TB//nxefPFFZs2axcqVK7n22mspKCgAYOHChSxbtozrr7+elStXMm/ePEpLSwG46aabuOaaa7jzzjt5+eWXmTFjBuPHjwfg1ltv5cwzz6S+vp68vLyUvxYiYe6jDMlAMiQMDGKZIVAN0CRUrx0pJ/2jKy0738SWNwJr5kDzk2XdgGdfj/88tACe+BeS148hS3DpWcSuzDk48pwGvo/C7FzkQ2s2sGTJfHZdI8Hyg6NqtsEKhZc5yLvYgZqRulPKWgy2vWJl/QoHzVXxxMKZo/PPn7lp2Kng23/kZKNpr0p+2ZcrE5FVgx1v2fnkJQd6rPvXX7EY5JTq1G5TyCnVUFO8wIslS2bkkmz2/raF2heCXdrdYywUXOZASuP7BUCfOgRtcy3K+wfPahgWFU49CYoL0xoLgDVrEM7BpxKo/KjjvkjjbmTVjiSlvwxClp0och5apAFJlzCsOlpWCKneKUaXBSGNdF3HftjEW1mWeffdd1FVlSFDhnTcX1paypo1a/D5fDQ0NFBWVtap7dlnnwWgvLy8S1tFRQWGYVBeXs4FF1zQqS0QCFBTU0N5eTkTJ07saMvOziYzM5OKigqRMJ/IYpkhVK8d3RnFcMTi6y177Uh6+g9eWtSPf+dbxFrr8bXUmJssA/xnM9Lne+MJxvIXkTQdI9MF114Iw4tA2peWMAzDoHVlHfsf89Jei9K8sa3kQYHss20UXOYgY5I1pYvN6zH4/J9WPljh6JIUBxplyv99cOjYYtfJGx4jvyxG/oi2/5dFcWZ9+aGnjAE6F/6kmSn/7ee9J9xsXtk1cdaiEmvvja+CIMkGWUN18spi5A3XyC3TyC/TyCjSSWaOJqsSJTdn4CxT2bO0BeOQ7wX+LVE+ubKe7PNsFMx1Yowy0pM8SxLa/4xH/qIlPrJsUZCiMXhqDUb5AbjsbFDTO5qaMXomgf2bsA84mVjzAWKt9dS9+3vyz/4ulowBaY0FwKoOJdLoR44oRPNaMSw6WmYY1SdWzUiUqDnu/9I9wnzOOefw61//mldffZUZM2bw3nvv8d577zFhwoQuibTdbicUChEMxgcnHA5HlzaAYDDYqa/D4UDXdSKRSLdt7X0Ob2tvb99eqomEuQ8yFB3DEUMzQuiO+NFd9luRI+bsLu+BdzC0CMHKjQDmJsuVdbAqfmEUKRp/bYyTBsOCC8DjTFsYRkTH+9BeAmu6LhGWfa6N4ps9WPNTm/DoMdj2anxE2Vd55G2dclmIkrOj5JVpFAwKJTUZ7U7GAJ2Lbm9LnB938+kqB7oW/5DPKdVQLAaNFQpaVKJpt0LTboUdaw/2zxyscd2LvqTHVTDbiaNYZeedPqKNOo5hKugGwd0ajW+GaXwzjDo0iOuSfJzn5yC7U/z35rLAggsxlr8Q///ne5DWbUV6+1OMvTXw3xdBTvpKM1RXLu7Ss7EPPAXVnU/9O7/rlDQrCVcxJ8aiDiIW/AIJCdVnJ5YdQndG0cIKSkisMiMI6VBSUsJvfvMbli5dyqJFizjnnHO4+OKLqa+vJxwOd3psKBTC6XR2JLWhUAi3292pDeLJ86F9g8Egqqpis9m6bQNwuVydku5D29ufN9XElOM+SHfE6zt1Z6yjblnxm3Op2GioEX/9pk732QtOQrY4uu+QSuEoPLUGSTusFrW5FbZXpu0CB1pDhLrbvug2WQbwrg/j/yz1NbpBr4TNYzDxayFOnR9kxPlhBoyN4crXQTo4YtxQrlB6TpSswckdue1J5kCdi3/azLUv+DhlbghZMcgaovGNZ5v57n+auOavXmbe6+f0bwYZdl6EjKL4MH1mUer2o2eslTGP5eAapeIoVjjlqVxGLc8mZ7oNSYXY3hC+h/dRffWnND24h8iOQM9P+mWUDoCLT4eSQvjqf2F8YwaGRUXaUwu/+hts3ZPa7R/GM+pCbLnDUB1Z5J1zI6orDz3cQt27vycSrEtrLJJk6Si/kEMW5NZ4kqxlhjAUcQmORBhG8m9CekmKnJLbkfj9fgYOHMiqVatYv349S5YsYffu3Vx66aVEo1Gqqg6WlVVUVFBWVkZWVha5ublUVFR0ahs+fDgAw4cP79I2bNiwjrby8vJObRkZGRQUFHTp19jYiM/n63jeVBMjzH2MgYHm6JxsGapOLDuI4rchR9M7yuOt+jeHXx8qWLUZPRYhe8JVqM7s9AXzwttItd6u93uc8U/umA7W1GaEkW2tNPx8F3pjFDlDQc6x4MzXO1ZbsOQp8Z/zZAwjtaf3XXkGw6d2n5hrUfDXyrRUy7TUyDTvl8kuNifJyCzSOf9nAU67LsTHf7ajxUBRIXeYTu6wzqt2RFoh1JLafWgtUBj9UA4Na0NIkkTGBCsZE6xEGjTKX7LS+kodWl2UwKv1BF6tJ+N/BuG5KoUlCRecCu0lO6ePgsH5GE+8Gn+vP7oa48LJMPO0tCypplhdHT+3J83tI801O/5E4YirsTryj/IMKYyt2YZh1TAsOrGsIGqDqGc+VqIko/9Ld0mG1+vla1/7Gs888wwjRozgueee48CBA1x44YW8/vrrLFmyhHvuuYcdO3awevVqHnvsMQAuvfRSHnroIZYvX47X6+WZZ57htttu62hbsWIFU6ZMQVVVHn30UebOndvRtmjRIi666CIGDhzI8uXLmT17NrIsM3v2bObPn88VV1zB2LFjWbp0Keeddx7Z2enJQ0TC3McYFj0+we9QsoEcUpGi6T0hEG6tIuD9vNN9lqwhZI6Zgz1/RFpj4eMdSO8fjMXIzYgnF6ePTNtpa8MwQJXI/81IlGwLUlty3r6sXF+iWCBzkE7moL4zEpc5SGfarUcfsbW6wOpKfcyyTSL/ks5nSay5Cp6rB+L+6gBCH/hoXV1H+KNm7KdnpjiYww6ARbnwwysx/vIm0sc7kdZswKg4AAsuhIz0lR1B30qaJSTUJke8ntmqo2WEUZtFPbMgpNLgwYO56667+N///V+8Xi9jxozh8ccfx+l0snjxYhYtWsTUqVNxOp3cdtttHStY3Hzzzdx3333MnDkTSZJYsGABM2fOBODqq6+mvr6eefPmEY1GmTNnDtdddx0A06dPp7KykoULF9Lc3MzUqVP50Y9+BMDo0aNZvHgxP/3pT6mrq2Py5Mn84he/SNtrIRl9aVX/JKirazE7hF67bHrXHR3LCKG7Dhk1jEldllNylF3QpV9vKCUn9/qxhmFQs+NPhP3xU8KqK4+Mky/BUTT+mEZNk7IOc0Mz/OqvoOkwfnh8ndrhRV0TjTbR/MQm/X3ZdZgT6pvCdZi7c/g6zOkQNhIrJ/qy6zAn1DfYeR1mrT6Cktdz/L6WY1iH+RCWuiFHbjQMePtTeOnd+MTWDGe8rnl4fFt5lQmuw1xx7ElmLOil/q3lxMJNyKrrmJJmbffWY95eu+DO17o+nyOKlhX/XFEbHcjhruM+L71xe8LbTLf8/PQt2/f26u8m/TnPnf37pD+ncGTB/03ss6YnjocSO/6dSMQIcx9iYKDbD07hl4Mqis+OZMJptFBLBWH/HmTVRdbAc3BMvABJNmENVF2Hd7fA3LNhYhnYzanlFk5MvUmWU0aS4uuMDy3AePJfSE1+jLUbOxLmdFIdWRSO+AY1O54lFm4ydaRZCVowrDF0Z4xYVhBLncuU1YMEQTixiIS5DzFsGigGGKD4bMhBiyk1eoZh4Kt+l8yB55FRcDqyYkUzI1mGeNJw6ZnmbFsQ+oKSAXDbVzFWvguXnmVaGKo1o0vSXDT6WygWV8+dk0xptqNbA6DqxLJDqA0OUc/cC6KGuf9Ldw2zcJBImPsQ3RHttgQj7XFoQfJLLzflQNhFmi8oIQh9kssOV88wO4pOSbMzazSymt6a6naSIaE22YnlBTCsGpongtqS4qvgHAeOrwLME9PRVrQQUkskzH2EIRlgSFjqXaaUYBxKMekgKAhC36daMxg46jok2Zb2KyQeSo4pKM02tMwwuiuC0WoRpRmCIKSMSJj7irYyDHFaURCEvk5W+sbqFHLAgqHoyCGRLPeGKMno/0RJhnlEwpwEs8/434T6ucpmJ9RPGTAsoX764MQn6CS62kVtSUXPD+pOwe7E+gHDM7cn1O9k+46E+o2WdyfUD2CA1pxQP080sQuj2GPpPycbUhP7gG9REruaW7U98WUGP7eWJNRvqy2xZRZ3WxK/pGutmuiKJ6UJ9crVE/v8UEKJfV4B2Fon9e6B7s6/JvqZvHr9Qwn1EwTh+CcSZkEQBEE4AYga5uOAGGE2jUiYBUEQBOEEIEoy+j9RkmEeUfQlCIIgCIIgCEchEmZBEARBOAEYKbj1Rn19PWeeeSZvvvkmAJWVlVx77bVMnDiRiy66qON+AJ/Px4033sipp57KtGnTeO655zraIpEId9xxB6effjpnnXUWDz/88MF/m2GwZMkSpkyZwmmnncY999yDpmkd7U8++STnnnsukyZN4tZbbyUQCPT+hetDJEVOyU3omXiVBEEQBEFImZ/+9Kd4vd6O32+66SbGjRvHBx98wB133MEPf/hDqqril2a+8847cTqdrFu3juXLl/PrX/+aTZs2AfDggw9SVVXF66+/zp/+9Ceee+45XnnlFQCeffZZ3nrrLVatWsUrr7zCxo0befzxxwF48803WbFiBU8//TT//ve/8fl8PPDAA2l9DYT+TyTMgiAIgnACMAwp6bee/PnPf8bhcDBw4EAAdu3axRdffMGNN96IxWJh6tSpnH766fzjH/+gtbWVtWvX8v3vfx+bzca4ceOYPXs2L730EgArV65k4cKFeDweSkpKmD9/Pi+++GJH27XXXktBQQH5+fksXLiwU9u8efMoLS3F4/Fw0003sXLlyk4j0P2GIqXmJvRIJMyCIAiCICRdRUUFTzzxBHfddVfHfeXl5QwaNAi7/eBa3qWlpZSXl7Nnzx5UVWXIkCFd2nw+Hw0NDZSVlXVpa3/ew9sqKiowDKPbtkAgQE1NTSr+2cJxSqySIQiCIAgngHQuKxeLxfjRj37ET3/6U7KysjruDwQCOByOTo+12+2EQiECgUCnRPrQtmAwvmb5oX3b2wCCwWCnvg6HA13XiUQi3ba19+lvxCoZ5hEJsyAIgiCcANKZMP/+979n9OjRTJ06tdP9DoejI8ltFwqFcDqdOBwOwuFwt23tCW8oFMLtdndqg3jyfGjfYDCIqqrYbLZu2wBcLleS/rVpJCbomUa88oIgCIIgJNUrr7zCP/7xDyZPnszkyZOpqqriBz/4ARUVFezfv59I5OCVKisqKigrK6O4uJhoNNoxAfDQtqysLHJzc6moqOjUNnz4cACGDx/epW3YsGEdbe2lG+1tGRkZFBQUpOzfLxx/RMIsCIIgCCeAdE76e/XVV/noo4/YsGEDGzZsoKioiKVLl7Jw4ULKysr4zW9+QyQS4d///jfr16/n4osvxu12M2PGDJYsWUIwGGTz5s2sXr2aOXPmAHDppZfy0EMP4fV62b17N8888wxz587taFuxYgXV1dXU19fz6KOPdmr761//yo4dO/D7/SxfvpzZs2cjy/0vBZIUKSU3oWeiJEMQBEEQhLR56KGH+L//+z/OPPNM8vLyWLp0accqGosXL2bRokVMnToVp9PJbbfdxvjx4wG4+eabue+++5g5cyaSJLFgwQJmzpwJwNVXX019fT3z5s0jGo0yZ84crrvuOgCmT59OZWUlCxcupLm5malTp/KjH/3InH+80G+JhLmX/K0B3C6n2WEIgiAIQkLSWcN8uDfeeKPj50GDBrFixYpuH5eVlcWyZcu6bbPb7dx9993cfffdXdoUReGWW27hlltu6bbvggULWLBgQQKR9zFiNNg0ImFuc+GomUdtzzt9FEZUw7d9H7FA5wkLnhFXJbRNtWB4Qv0oGoARrAaLB0nt/aSF5sGxxLYH1A/en1jHgt0JdRuZ/Wli2wNOt29OqN84bU9C/Ya0hHt+0BEU+pSE+nlaE+tnDaX/wzZiT+wo3eJK7P1ak1mXUD+AAc7mhPrlOn0J9bPJkZ4fdATbE+xXH7Mm1M8SLk6oX1ZgQEL9ANSWxD4jbc2TEurX3XFAsVsxdB09cvT345pt/0xom+lkIJKt/k5clc884pXvBVteJhaXA4vHiR5LPOlMFsPQMSqexfjslxi+RA+bgiAIfY/h340RbjQ7jA6GppMzbrhIVAThBCc+AXrBXRwfIQkcaOhxlCEt6j+A4AHQY+AoNDsaAJSmZnJWvo4UTnzETBAEE8T62NXOLB6M7b/DCCV+piCZ9GgMxW4le+wwkPv3CK1hJP8mpJm40p9pRMLcA1uOB2uGE0M3aN1r/lWBDCOCUfVq/JcB05CsWabGA0AsRt5fX8H90RZyX3jN7Gg6+LaJiiNB6EnG2xuw7qnq+YHpYs0BQ8fY/nsMrcnsaACIBULYsj1kn1yCqGoQhBOTSJh70D66HKxpRAtHTY4GiGyGmB8sGUiF08yOBoDsV9/GVlWLbrXgPf9Ms8MBYM9zdj68KZOKPzt6frAgpIlhQO06C3ofGtQNlw6m8PHnyXhzPei62eEgSRK4SyDWAsFXMLR6s0MiFojPU7DnZ5F50pAeHt13iRHm44AYYTaNSJiPwprpwprlxjAM/Hv6wOiy3gLRLQBIg2YiKTaTIwLn5u14PohP0Gu8dDqx/ByTI4onyzv+X3wyZLhBFh/qQp8hSRCqVXj/21nUvmvF6ANvznBxEbHsDLLeXE/BEy+geFvMDgnJ3T7BMAzBVzG0WlPjibUenOjtLMrDXTrQxGgSl851mIUUEQmzaUTCfBTukvjocqjWixZMfCWEpIlsADRwDoKcU82OBrW2gZxV8aWCWk4fS2DcSJMjgvCLLR3J8uA5IUbe2IrUBz4LImGZNS8UUb7dbXYogskGzwphxGDz3R4CP64jtsXkzxZJonXiyQDY91Qx8Pd/wrFlp7kxuUoP+SUST5pjB0wLp8vKSCUDcA7ONykaQRDMIBLmI7B4nNhyMgDw76k2ORowtBqIxS/7KQ2+FEkyd9dJ4Qj5f30FORIlXFRA08XnmhoPxJPl8JPxZcHMSpZjUYkD+w6WgegarFtbwKLvTOSFp0p44cnitI94xzTYVXlilqYE/Ap/f7yE118eyM7PPUTC5n/kyVYYfm0AAG17lMAd9QQW16PtNq/kq3XCKNoHC+VQmPy/vkL2qjeQIibF5BwE0qFzEGIQWoMRqzQlnMMTZoDMEYOxF2abEE3idCP5NyHNZCk1N6FHYlbUEbiL46tPhOp9nU7HmcEwDAivj/+iFCN5Ely/OXkBkbPqDSx1TWgOG/VfnQVq+t9KWnkEZVh8Tdm+kiw/9sBIxkxqYsDgIJ9+mM1Lfyymam/8gjcuT5SJZzZi6CAltozyMduwNYPf/m0oc6fWMnxwEABNh/IDDjaXuxk9NMDJxa1piUXXoTWk4A8otARUVMVg2KBgSrfpdGucdX4ND/5sDC0+K7JsMHBogOIyPyVlforL/AwqCaBa0nvkL5wWYfffY/h3xf9uYhvCxD6qxTLNge3qDOSC9P49aZkeQsOG4Ni1r+M+z4bPsO/ZT/2VFxMdkN7RVElWMZyDoXX3IffKEH4fQ5qGpOSlNR4tFMHQdaS2SykbuoF/9wEUmyWebIjMURCOeyJh7obqsmPPzwL6xugysXLQ6wEZbKeZEoIUjqA2eIkWFeD+8FNcn34BQMPlF6JlZ6Q9HiOoE7inEfeyAiJrWzuSZctMFyNvbDAtWd78QQ4OZ4wP/5PPzq3x18Vi1Th/bhUXfqUKhys9s7321dj5/XNDWLc5PgKmGxJPri5i6xcePtvtojUU/9P/+n9VJzVhDkVknlk7gPIDDpqDKi0BhZZQPEFuDSodNY9WVWf5bZ8nbbtHUzQ0yC33bOlImvfvdrF/t4t1a+NfilVVZ2iZn2tv2gll6Ul8JBlG/E+Aj+845G/HgOibQaLrQzh/koM63p6WWNq1Tjy5U8JsyDKRglzs5ZVE83PTGgsQn/h3aMJsGYlkOz39cQAYByf+KXYrsqqghSIEa/rGKh69JS5cchwQ64GbRiTM3WgfXQ43NhNtDpgSg6G3IskuDCPWVrsMWE5GktOfnAI4P9uB8/Nd+P7rDLL/+R8AfOeeSmhkaQ89UyOy0o/RoBG4vwHt0/jaz5aZLuwLM01NlgHWv1UAgCwbnH1BDZd8dR9Zuek5td3SqvDUPwbxwhsFaPrBD9blf+l8lTZF1hk5JMCAnOTWz9qtOt+YUc2zrw/gmdcHEI52P5Q+ZawXl0PDMEjL/jo8aT6U0x3jq9dXUFgUYh/pm0ibMymKMs6GtvngPpAHq7juz0dyp/+gGBw9HN1uRQ7F/54kXSd0UimtE0enPRYAyV2CUWMF63iIfAjRrRiWUaZ9BkabW/HvqcE5KA/30EJcxYX9L2EWA+H9n5igZxqRMLexZrmJNLei2KzYC+KjcqaujBH5GEMtBr0BjFbAHj9wmMT18Vbsew9grapF0nRCJYPwTTdnCTndpxF+0Q/QTbKc3g8T7bBkuV3R0ADf/vE2BgxOTzlPTIOX3y7giZWD8LVaurQ7bBrjRrQwocTPuFI/Jxe3YremZgkxh03nW7OqmHNmPQ+/PJh/beg6Ovmfj3P4z8c5ZLqjjB3u55SyFsaW+TlpaCvWFJVHHClpbvZaWfXsUL6yYA+MSd96b5IE9gUZtN568AIdemWM0B+82L+fjZTmA6NhUWkdOxLHtnKCI0vxbPiM7NVvEinKJ1qY3hIIAFzFYDsT1GHx+Rt6PYQ/BMeM9McC+HZUgm7Quq8W16B8LC4H9vxMQnWJXRZdEIT+RYztt2lfX9M9tBBJkoj4/ES8fvMC0moh/E583WUA20QkyaRl5Hx12PfGZ6gr/gCGLNF8njmlIQCRv7VAqHNSZTRqxN4OYkTTN4SiRSWeXzysS7IMULXXyRuri9IyyezDLRn8z92n8Js/lXSbLANYVIObv76H/77wAJNGtKQsWT5UYXaEuxaU8/ufbOHk0oN/Sw6bxrBBASTJwOe38M4n2Tzy/FBuvP9k1n6Q2lP/7UmzJzP+RcudER/537Ixm3tvGc/KX5bgrbYe7SmSShlhRT3HgTLSgv3GLACibwUJLW/C0NI/HNg6YTQtZ0+iadZUwoMLkaMx8v7yiilX8JQsHiTL8PiXYNsZ8Tu1PRiaSWVybXXKeiRG4EADcHCd/v5CrMN8HBDLyplGjDC3UV12bNmejt/9u80bXTaMMBjeQ+6R41e+iu4EtTTtVWjyrg87/S7pBgVPv4R/4mgaL50OSppmsAF6dYzIq11rbvVaLX4aO03v6PZkecd7WZ3uzy0IUVzmp3hEfEJZqq8DYRgwYmiAe767s2MyXfz/Cv5AWw1x230vvFHIzXP2Iaf5a/KYYa38/idbWftBLo++MJimZguP3L6FSExma7mbz3a5+XSnh88rXIwtS/2X1ENHmk87r54p0+t46emhbP04m89ez+Xz/2Rz6pw6zr76AM7M1I842+dnENsYwnphfDnE0O+8RN+KT4ZM90hzZHAhkYF5oCrUXzWLAQ//GUuDl5yVr8OksvTUz3RDUgox1NL4SHN4PYbj0rSfTTqUf28NzqK8jtWUwo3NpsUiCEJ6iIS5jersPHqbPbYULRSl4eMv0COx9AbTZZF+HSIfgO1cpHQtr9CxaR1514bOd1ktNM2aGq9tTPNBK/RsMxyyO6QCBfs3MlDPcyClaWmc9mS5aruLEVO8jBrWTMkIP0OH+/Fkpve9IkmQ5YmR5endduWQSQmPBBec0cC5E5r462sDKN/vZHRpK2ec4uOMU+KntGMxCUVJz5BVe9K89eMshg5r5ft3fc62TzL5yx9LqN7h4oMXCtm8JpfvPv0ZDk9qk2Z5oIrl4niybHrSLEkdK95oWR4arriQgmdW4fpsB5rzHfTRJi4faZ0MsT3xMrXYTrCMMC0UPRwlWN2IsygXd0lhv0mYxYVGjgNiNNg0ImEGAsEQiq3zaVhDg5aKKKqjBHpYwlbNLj76A45Ayi/q9n6jcTt0Kn2VkQouQ3LFLy4QyUvslLE3v67nBx3GUrGLrMDBGr3wkCxq/mcy0UIP0POaqMMztx/zNgFOt2/ucl/zToUP/pMVjytDp/TqIIMvCSFbO3/BOD1antA2T2rs3XCw12vhB/N3kZMTP50/sLrtz6hBhoZj2zfuusQSRLU+scl6Umuav/wBhqvzx8xtgyrAC3x89H45eYmVIOXm9+5L5clozDilAak8vs9O9gQ5465PWb8+hz//dSijRrZwRjgEvXip7TmJvefobiGMS2G/auPzZW6ibwXJVbyM+aG/y1KE4czEPgd2RXu/Jnc0X0FtGEnOP7cjb1hF84gcYgMHHdP2nI2JL0lnbTz4GSkBeuMU8K2D2CYYcCaS3P1roDYk9plszSzr9WPDTRKOgQbWTDfOQeZftEkQhNQSCTNwoKZzIqlrBs07g+hhkwq0wocmogpS4RVIzpNMCcX+2aaOn73nl9Fw6clgSfMod5tdjzuRbQbFVwQpnhdCdZmzf7KyzLvAhJBch58gkWU488xGTjutibCJFzkZNCuepX++zE316/EvDt0lzenQNHs09vJGnNvryFj1d5oWXI/hcKY/EEDKOhuj5RPQWjB87yFlTzUlDgA9bBBpimHLseAYkL669y9D1BwfB8RFRkwjJv0BBw4cTJgN3aBlVxAtmPpJUd0xDB3CVfFfJBVpwFdNS5alUBDbzu3oThdV/3sWDVeMNS1ZbvpUxTFQ5+wnmxh+bdC0ZFk4MaiqgStNa2YfyaBZYUbfFK/prn7dRu07JiVlskTtN09Dc3tQWprxvLLStMxLkm0Hk2Tfexgxc0shgtXxyZDWDJVdFft6eLT5xKS//s9QpJTchJ6JhBmoahthNgwD/+4QMb+JB8pIDRhRkKxIA65GcgwzLRTb51uIDimh8dpvEzy50LQ4ADJHxhj1v63YcsQntHDiaE+aS74aoOC89K9U0U7LsNE8+3IMScJWsRPn+ndMiwXPBLDkgxHDaHrTvDgALaQT8cbPOK36p7mxCIKQWiJhBg5Ux2tgW/eFiXjTX+PZSbgSZDvSwG8g2YeaGoqWm4fviq9juNymxgFwhFJFQTjuDZoVpuybQbMWqOgQGzyU1vNmYKgqmseci4cASJKMlHtB/Bf/pxjtZ+RMEmgbZd706Tb2Vh4wNZaeGEhJvwlpJkupuQk9EgkzcKC6jkBVmHC9+bWpRrQRacB8JNuxTaxJhejQEtOWkRIEoe8JTp5C43/fQHiMeRdRAuJn3hzxCXpG41pTY9ECOpHm+EDL6lffMjUWQRBS54Sf9BeLxRh3ykg++2eF2aEAIGWdi6SYM6FGEAThqCQJPSvb7CgAkHLOx2g0kHLMufLfoYLVEawZKh9+vIUmbzPZWeaNwB+NqDnu/0S9sXlO+IQZSeJrl8/kT7961exIAESyLAiC0AuSNQ9pwNfNDgOAmF/jskumc+qEMX02WQaRMB8XRF2AaU74hFlN41XqBEEQhOPTV2afb3YIgiCk0AmfMAuCIAjCiUCMMPd/oiTDPP1mcH/FihWccsopTJw4seO2YcOGnjsKgiAIgiAIwpfQb0aYt27dyi233ML//M//mB2KIAiCIPQ7hiFGJ/s9sQScafrNCPPnn3/O6NGjzQ5DEARBEPolIwU3Ib0MWUrJTehZv0iYg8EgFRUVPP3005x99tnMnDmTv//972aHJQiCIAiCIJwA+kVJRn19Paeeeipf//rXWb58OZs3b+aGG24gPz+fqVOnJmUbloyShPsqWQleZCQnK6Fu/rzELpHrz6tJqB9Apiexq2mdbN+RUL9x2p6E+gGc1Kgn1G/oHktC/VzlwYT6Aei7mhPqF9rvT6hfrDX9V7JUXYl9zFgHJXaFyazhiS/rZQk7EuyZ2EWPQnmJv88b7JkJ9av3FCTUryUvP6F+/obE4gTIqc9KqF+in8lf5jjQH4hJf/2f0S+GOY9P/SJhHjJkCM8880zH75MnT2bu3Lm8/vrrSUuYBUEQBEEQBKE7/eK7ypYtW3jsscc63RcOh7FarSZFJAiCIAj9i2Ek/yaklyGn5ib0rF+8TE6nk9/+9re8+uqr6LrOe++9xz/+8Q++8pWvmB2aIAiCIAiCcJzrFyUZpaWl/OY3v+HBBx/kJz/5CYWFhfziF79gzJgxZocmCIIgCP2CWFau/xMXLjFPv0iYAaZPn8706dPNDkMQBEEQ+iVRQdH/ifIJ84iX/qgMik7yk1MURFYSW3kh6Yz0r3IgCIIgGKiWPnIcEAQh7UTCfBQ2l4YrM0b2wDCGbv5pEEkLULD35wzZ+CRyNPGlzARBEPoDS3iv2SEcJEH+0P79uSsm/fV/YtKfecTLdBTOjPhobsiv9onaL1twO7IRxu7bj67azQ4HgMxPGlGbE1sXWhCEPkTve9lPRv3fQe8bny+ybODOieLMSGzNbUEQ+jeRMB+F0xNPmAPNfaPU2xbYCkBLwckgmZ/Aq74IpU/v4pSff4K9um+MvOia2REIQv+k+qNkb6g3O4xO1Gg9Hu+/zA4DAKntaJlfHESS+t6Xi94QI8z9nxhhNo94mY5AkgzsbQlzsC8kzEYMW3A70JYw9wG56+uQdINQvp1Qofkj3npM4o07T+a11UMJBRWzwxGEowoFFcJ94bOlTcxtYcjfd+PYm9hVJFNCknA2v4MltNvsSJDleHZotetkDwybHE1iDENK+k1IL11OzU3omXiZjsDujiHLoGkQajU/+bKGKpCNELpkJZA73OxwQDPIe68OgPqzC/rEiHfFm3m0VDn46P0C9D5Qcy4IR2O1arz3m+F9J2mWJTS7wrDHd/SZMisDkDDIrP8b6OaWQkiHHC2zB4aw2MTpLEE4kYiE+Qgc7fXLLSpgfvLVXo4RcYzEkM0/wGZu9WL1RtCsMo2Tc80Oh2hQZtuqgQCcM70Kp8u81UT8kYNfsLxhizhtKXRLVkBS4J0HTuozSXPMY8Hqi1L6xE6kWF9YESL+2avGzC/NkOSDf8iy3D4BsH/9cYuSjP5PlGSYR7xMR9A+4a9P1C8bBrZgPGEOOUebHExc3rs1ADRNykV3mP8a7Xy1kEiLBXtWhDPOqTY1lj9sHk51q40Dfju3vjWexz8r7RMHlk8ihVTrbrPDME1LRKU2YDM7jE6yS1tprnT0maQ5mmkFwL3bz+C/7+lTGZGz+W1TSzNkufNr4cqK4coSEwAF4URh/id0kl04amZC/TLHXNfxsyRp2F1tI7r6YNQMx1H7yhk5CW1Tc1t69Tg1VIUaa8JAIpg3Fn92S0Lb0zPrEuoHMMhR2fGzUhsjY3szAPKMzm2HGy3vTmh7Q1p6rhEMNFtwZkQJNFvY9WohAGfN2svQRplEvgu6yhObuBj7pKHj5/JwJm8fyMfma2VjsJBGzcb6PVl8JdpChtL1NLdve1NC22ypP7ZT5m87T+bFjDP5wd6/Eo01J7TNRDmciX0v91QHEuqX6e8+ibEb8EDNWZRafXwl8ws8StfHuUjsbMlAW2I1/GWDfOyikOZKB+t/WcZXbtrSMdm4J6M9uxPa5i5H8RHbrDkH31d56+uwlUYITnMBsDWzKKHt+bMHJtQPiJd6teWpEgYZjc9RW3YryNajdlMS/ExWM4Ycuc3VDLR2uq+gJEplRSmGISd87Pm44Z2E+iUi3V9/NmzYwP333095eTnZ2dl861vf4mtf+xo+n4877riD999/H4/Hw4033siVV14JQCQS4a677mLt2rWoqso111zDd77znXj8hsHSpUt57rnn0DSNuXPncvvtt6Mo8bN6Tz75JCtWrKC1tZXp06dz991343Q6AVi9ejUPPvggDQ0NnHHGGdx7773k5eWl+RX58kS9sXnES98Nu7MVSQItphAJmz+Zzd68BYCIswRdNWmE8JDzb/a34weNaKmF2JDeJf2p8OZfh1FX6eSDfw4mGlbILgxw8pm1psUD8Kem+BmAtf4SGjUHeUqAuwas6zZZTgcNiecyzub5zLPRJZk/DTifPbbCtGxbp2+dsJYkuDJrG6ubh/O9yvN5wTuCkG7u/ISCoQcn2DVUuXhx2RgCLeaNY2iZnV8P9998WLabOcGtczmcJVJHRu2r5kRy2MoY4aCDSNiOJ6vRlHgSkc6SDJ/Px3e/+10WLFjAhx9+yLJly1i6dCnr1q3jzjvvxOl0sm7dOpYvX86vf/1rNm3aBMCDDz5IVVUVr7/+On/605947rnneOWVVwB49tlneeutt1i1ahWvvPIKGzdu5PHHHwfgzTffZMWKFTz99NP8+9//xufz8cADDwCwbds2Fi1axNKlS3n//ffJy8vj9ttvT+lrnSqiJMM84mXqhsMZTwiDATd9oX7Z0fIZACHPKabFIDfrOF/1Q8TAsS4+8hec6jItHsOAA7s8vPKHkXz2dtvo8ty9yCbmP5uDeWwOFXS6b4KjFt2k91BAsvJozkzedR1cVaXKls/7melZZcVAYk3OadybfxW/z5nFnzLP4xX3qbznGMnntsEcULMJSen9wnWyvZFJjmqChoW/eEdz0/4ZrG0pRjNptn9Wfgir4+CIstlJs57Z+ZAg6ZD5WBNyvXlzAnQpPppsSAp1Jd8lZi0wZW1mWdYJBZ34GuNnIXRdpmZ/Cc1N/W+UMh2qqqqYOnUqc+bMQZZlxowZwxlnnMHGjRtZu3Yt3//+97HZbIwbN47Zs2fz0ksvAbBy5UoWLlyIx+OhpKSE+fPn8+KLL3a0XXvttRQUFJCfn8/ChQs7tc2bN4/S0lI8Hg833XQTK1euRNM0Xn75ZWbMmMH48eOx2+3ceuutvP3229TX961lFIW+7bgryUgGuzM+6hMKmJcQylEvuupBjvmxBvfG48kwMWH26bhXtqDuiyK3GugumdCpRy9VSSW/10qg+eBpWYtNw1dvZ8u7BYws9KKk+augbsCfmromoq/7i4kYCv+d8xnubkoAUqVWyeQPORdSp2Z1ul8yDMb7d6YlBgWDixo/JF9u5fmM+Ah3d4aHq7i+aQ12Iz2vz9XZn/NxsBADiSbNzmMN43nZN5yrsz/nLCOS1gVfJDk+yly5Pavjvvak+VjKM5JFP2yEOVpiIXSqA0tFFI5cyZEyMWsuTYOvIb/8N8h6CMnQCORMSX8gQDjkoHVfKVZbiMycBmyOAJKkY/Sj4bl0lqSPHj2aX/3qVx2/+3w+NmzYwMiRI1FVlSFDDpa/lJaWsmbNGnw+Hw0NDZSVlXVqe/bZZwEoLy/v0lZRUYFhGJSXl3PBBRd0agsEAtTU1FBeXs7EiRM72rKzs8nMzKSioqLflWWIkgzziJe+jWqJoFoiyEoMmz0EtI8wm8PWWk7Ovj/iaP4UgKg1n5itoIdeqSP74kso2TfGXxstW8a1ugX7u61H65YytXs675toWGHdqqE4M6JpT5YB3g8UUR7J6nTfJEc1vyp6i+/lf5zWZPkLaxEP5s3tkizHGbycdzZV1vStbHJ2YBs3NP4Tpx7q0paptXKt9420JcsAQ60tnOfa1+m+AzE3S+pO4463x1IXOHp9bLIVFnde93j4hAYmX7SfVl9644D4CLMhQ/DseN2nUhsjONVJ+DRzvhw3lNxAzF5IyBMvdbK3nW0zQzRixzBkwiEHuiYjywY2R2J19iealpYWbrjhho5RZru9c6mj3W4nFAoRDMbnkTgcji5tAMFgsFNfh8OBrutEIpFu29r7HN7W3t6+PUHoDTHC3EaWNQYM3k2LLxuAWNRCLGqlfSVQMziaP8HeljDHbIU4m9ajKw5gcNpjaU+Y21kqY8gtAZruyE97LAA1hyXMsqpzyfXbKR3bBOXpTTRihsSfmw6uXjLC2sg3cj7nZHvDUXqlxif2Et5wjWN45ADZWivZmp8szU9W288Wvx/FhMrikyJV3FK/ksdyLuqUyPsUF+XWAUwIVaQ1nq9mb2dd6yCiHBxRPcu5n/8+rYo8R3pP9xcMjX/pHFDaQnWFh+rdbi767x2o1vQv66ZnKbRcnUnoDCe2zSHkFh37hyFCbQl02uNpm7MR8ozB6fsYe/MWfAOvMHndd4lQ0IXT3YLD6Sdk4sDKsTLjQiP79u3jhhtuYMiQIfzmN79h165dhMOd6+JDoRBOp7MjqQ2FQrjd7k5tEE+eD+0bDAZRVRWbzdZtG4DL5eqUdB/a3v68/Ykhp//zW4gTI8xtDENCUWNk5R5cSWLAkApyC6vMiggAifhB09HyGZkHXiBqH2RKNLKv88HbUMF3Q06XU7jpcmjC3ClZNsHalmJqYi4Gqn5+mP8h9wx8x5RkGWB8aDe3NKziW02vcUXzOqa3bmZSqJxh0Rqy9VZTkuV2+Vozt9Sv5KRwfFUVtxZkTGgPY01YKixPDXJRRuckfUOwkCp/+kdSC4v9jJhUz9zvbcXuitLqtfHJvwekPQ6Il2SEznGBRSJ4VjyZcPzHnLNIhwp5RmMgo8a8WEL7zQ6n4+xje/me0L0tW7Zw1VVXcc455/D73/8eu91OcXEx0WiUqqqDx9aKigrKysrIysoiNzeXioqKTm3Dh8cv1jV8+PAubcOGDetoKy8v79SWkZFBQUFBl36NjY34fL6O5xWE3hAJcxv9sMIg1RLFZgvirTevDOJwzYVz0NJ4Kv1Qh48wt8zPIlaa/lPGEK/Dq90bry83O1kORhXe8Bfz7dxNLB30Jme4DvSFix72WU4jwsLGVzmndQsOI8L1TWtMS+K/krkDpxRlmnsvI20NRAyV+9aPZk9zekedPDlhpn9jFzaHxmkz418mNrw6mFDA3BU8guc6MSSw7Imi7jb3yn+G4iTiiidGZpZltAu2zW+x2YNIcv+54p+RgtuR1NfX861vfYvrrruO22+/HVmOH2PdbjczZsxgyZIlBINBNm/ezOrVq5kzZw4Al156KQ899BBer5fdu3fzzDPPMHfu3I62FStWUF1dTX19PY8++mintr/+9a/s2LEDv9/P8uXLmT17NrIsM3v2bNasWcOGDRsIh8MsXbqU8847j+zs7KS9tukiLo1tHlGS0aa7iRtN9YVomlnLph22hJGrjNacs0yKBZRDRpgD012Epph3KstXbyMcsJieLAMEYwqLB7yDrR8dNM2mYDCveR0b7cNMjcOjRLkscwcj7Y2UWH3cVzOFQYUxhnjSW5cqSWBzxN8/Y8+tZtMbA2lptPPRvwZz9lf2pDWWQ+l5KpFTbNg+DcdHmS82LRQAgp5TsLXuxN68hZYCc4OJhu1oMQVF1bA7Wgm2ZpgaT2+lc9Lf3//+dxobG3n44Yd5+OGHO+5fsGABixcvZtGiRUydOhWn08ltt93G+PHjAbj55pu57777mDlzJpIksWDBAmbOjK9xffXVV1NfX8+8efOIRqPMmTOH666LX0Nh+vTpVFZWsnDhQpqbm5k6dSo/+tGPgPgExMWLF/PTn/6Uuro6Jk+ezC9+8Yv0vRhJJJJb84iEuY1x2LswHLLT7DXxks+HfLLpkpWmQV+NT6k3ieyNH9Ajo6z4rzD34FC7x90nkmWAHEeEmEiWEzIpVN7zg1JsVkY5qqQjS/DTwvdxTshCNvEMgWoxOHPOXtY8dRKb3hzIuKkH8OSYN7obPM+F7dMw9g+DqFMjxBzmnFWCeB0z1S9hDVXGVxGyZJkWC0gEA27cGT4cTn+/SZjT6YYbbuCGG244YvuyZcu6vd9ut3P33Xdz9913d2lTFIVbbrmFW265pdu+CxYsYMGCBd22zZo1i1mzZvUickHonviu0ubwyRANNUX0hTWYAZoHzEazmrv0jdysoeUp+L6VA4q5r0v9flefSJaF/s8q6x0Jsl3WTE2W2408rZ68wa1oMZn1/zjylefSITLGhparIEVhwMd7TY1Fs+URbbvojr1li6mxwMFlR+1O82u8eyudFy4RUkOXjZTchJ6JhLmDhK7Hj5Yt3mzCIfPWYI5HE38Dh53Dac0529RY0A2ksIH3OzkYbvPfMmPPqxbJsnDckmQ4a+4eioY3M+bsGnODkSWC58bLr4o+rIgvOG6i9os3OZrNT5jbJ/7Z7CFkxbwLuwiCkB6iJOMQhiGjadBYb84M9cPFSzG+ZmopBoAlGKH5miy0QeZdBvtQnmxzJyAJQqoVn+yl+GRvn5hAGjzLievlFqz+MI6mVoK55i2jFso4BU/969hav0DSwhiKzbRYYlErsagF1RLF7ugfo8xiRLj/EzXM5hEJ8yEMXcLbUIiu9YWXxaB5wCVoNvOvQhR1WomUmndVP0E40fSFRLmdkaHg/d9cPnWfiW4197Mx4hiKprhRND82/3ZCmeNMjCZex+zJbMLh6h/Ly4mEuf8T5RPm6QuZYZ8RCrg7Llxitoij2NQr+3XSl47egiCkXXSUDb22DxwuJJlQxliUSL2po8vtQgFXPGEW6zELwnGvD3wCJpfqSCzJlO2ZNDU7ke0JlB04E6t3jnqOnIhGPQOP2BZKcDTDam9OqB/AIEt1Qv0GaIlts9CX+Bq07rrEvoHruxKL1bc98Xrq2r1dLxfdGwcaEquZbAn3/Jhk8ySY1wwMJHqlu8T3R7Y7sbIjd15i/8jC3MTf5wOcib1fE/1b3png50ein1cAUU/XlYrqRl7V45d4JcHPZNmeeUyPD2t2/P4IoVAmqmNnQttMJ6OPTGQXEidKMswjXvpD6HrfqNEVBEEQjqAPnfHSNBsNDSfR2lpodihCmv32t7/tuPz2ofx+f79d4/l4lMz9dNyNMAuCIAiC0JWoYf5yGhsbCYXiZwV/97vf8V//9V9drha4detW/vznP3P77benJAa973xf7LNStZ9EwiwIgiAIJwKRMH8p//nPf/jJT36C1HaWY968ed0+7oILLkhZDGLSX89StZ9EwiwIgiAIgtCDyy67jKFDh6LrOvPnz+f3v/89mZkH694lScLlclFWVmZilEKq9pNImAVBEAThBCBKMr68SZMmAfD6669TVFTUMYqZLmLSX++kYj+JhFkQBEEQBOEYDBw4kNWrV7Np0yai0SjGYd9GFi9ebFJkwqGSuZ/EdxVBEARBOAEYKbidqO69915+/OMfs3HjRioqKti9e3fHbc+ePSnbri4ZKbkdzcaNG7n88suZNGkSF110ES+//DIAPp+PG2+8kVNPPZVp06bx3HPPdfSJRCLccccdnH766Zx11lk8/PDDHW2GYbBkyRKmTJnCaaedxj333IOmaR3tTz75JOeeey6TJk3i1ltvJRAIdLStXr2aGTNmMGHCBBYuXEh9ff1RY0/mfhIjzIIgCIIgCMdg9erV/PKXv+TSSy81O5SU0jSNG2+8kUWLFnHxxRezYcMGrr32WiZOnMgDDzyA0+lk3bp1bN++neuvv54RI0YwYcIEHnzwQaqqqnj99ddpaGjgm9/8JsXFxcyaNYtnn32Wt956i1WrViFJEgsXLuTxxx/n+uuv580332TFihU8/fTT5OXl8YMf/IAHHniAu+66i23btrFo0SIef/xxRo4cyeLFi7n99tv5wx/+cMT4k7mfxAizIAiCIJwADCP5txNVLBZj4sSJad+uJqfmdiTNzc00NjaiaRqGYSBJEhaLBUVRWLt2Ld///vex2WyMGzeO2bNn89JLLwGwcuVKFi5ciMfjoaSkhPnz5/Piiy92tF177bUUFBSQn5/PwoULO7XNmzeP0tJSPB4PN910EytXrkTTNF5++WVmzJjB+PHjsdvt3Hrrrbz99ttHHWVO5n4SCbMgCIIgnABEwpw8M2bM4JVXXkn7dnU5Nbcjyc7O5uqrr+YHP/gBY8aM4Rvf+AZ33nknTU1NqKrKkCFDOh5bWlpKeXk5Pp+PhoaGTqtQtLcBlJeXd2mrqKjAMIxu2wKBADU1NV3asrOzyczMpKKi4ojxJ3M/iZIMQRAEQRCEYzBgwAB+97vf8cYbb1BSUoLVau3UfrxM+tN1HbvdzrJly5g+fTrr1q3jhz/8IQ8//DB2u73TY+12O6FQqOPKeg6Ho0sbQDAY7NTX4XCg6zqRSKTbtvY+h7e1t3d3Jb92ydxPImE+AlWNYOgymq4A4tI6giAIAsSnuvXPY8KJPCKcbB9//DHjx48HoKqqqlNbKpea62mCXrKtWbOGzZs38+Mf/xiAadOmMW3aNB566CHC4XCnx4ZCIZxOZ0dSGwqFcLvdndognjwf2jcYDKKqKjabrds2AJfL1SnpPrS9/Xm7k8z9JBLmIygasIfsrAYO1Aymtm6w2eGQ0bwFQ1YJ2If0/GBBEITjhKRHMSQV0rze7ZFkeJpo8WdhGKKi8UT2xz/+0ewQ0uLAgQNEIpFO96mqypgxY/joo4+oqqqiqKgIgIqKCsrKysjKyiI3N5eKigry8vI62oYPHw7A8OHDqaio6EhkKyoqGDZsWEdbe+lGe1tGRgYFBQUd/do1Njbi8/k6nrc7ydxPx13CLFszEuonWTt/Q7HaYgBohrtLWxeHnSLorahN7/VjB9Wswh5p5Ith1xJ1JPZB7bb4E+oHkCd7E+rniUYT69eqJNQPQK0P9/ygboT2J/b6tNRHen7QERxoiCXUb68vse01JvbSfCk5tkR7JvbaOJyJ7w9Xgu8Be31inzue1oRfHDxaYn9beRZvQv0cCX5++B2tCfWD+GdkRnMFuqzid5f0ut/hp217q8fPesCTuQ/VptDUPLDT/Ykee9JJDDAnVywWY82aNZSXlzN//ny++OILysrKyMnJSdk2jzZBLxXOOusslixZwvPPP8/ll1/Ohx9+yGuvvcZTTz3F/v37WbJkCffccw87duxg9erVPPbYYwBceumlPPTQQyxfvhyv18szzzzDbbfd1tG2YsUKpkyZgqqqPProo8ydO7ejbdGiRVx00UUMHDiQ5cuXM3v2bGRZZvbs2cyfP58rrriCsWPHsnTpUs477zyys7OP+m9I1n467hLmZLGo8WH/SCzxA1rSGBrWiBeAsC0H8JoZDQCxFR5w6igXBJHyep/4C4LQtxlBCTSQ3H0jvXKEavD4y9l5DAlzKjmsfpz2ZpqaB9DfSjNESUby1NbWcu2111JTU0MoFGLu3Lk88cQTbN68maeeeipll8fW0/yWGzlyJMuXL2fZsmXce++9FBUVcf/99zN27FgWL17MokWLmDp1Kk6nk9tuu61j1Pjmm2/mvvvuY+bMmUiSxIIFC5g5cyYAV199NfX19cybN49oNMqcOXO47rrrAJg+fTqVlZUsXLiQ5uZmpk6dyo9+9CMARo8ezeLFi/npT39KXV0dkydP5he/+MVR40/mfhIJc7cMLGp8lCraBxJma8SHTDwpDVvNT5iNEBiftRXOX3DkYvt0MQzYvT+DooJWbFat5w6C0McYRp+pOIB6GX2zFeUS8/+2AeyhWrK9W7CFGwjbck2OxsBu86MoGk57M4FQpsnxCGb55S9/yYgRI1i5ciVnnHEGAL/61a/44Q9/yP3333/UtYH7m+nTpzN9+vQu92dlZbFs2bJu+9jtdu6++27uvvvuLm2KonDLLbdwyy23dNt3wYIFLFiwoNu2WbNmMWvWrF7Hnsz9JIqwuqEqEaS2wvpoLLFTe8lkizQBEFXd6Iq1h0ennlHd9j3LakCO+aPL3hYbz646hV+vOJ1QOPFSDkEwy8dbC80OoYPhldHfdmD4+0YG7wjVImFQWPuO2aFgUUMoSvxLeW5WpcnRHDuxrFzyrF+/nu9+97udVl1wu9388Ic/ZNOmTSnbbrrXYe7vkrmfjuOXKXEWS7zQU9MUdN38QXhbuAFoL8foA6riSak0MIbUB95BlQc8AORkBrHbzB1h1vrCCyL0K7GYxBvvFxMImf9ZA2A0KRCW0N909PzgNHCEagDIb9iAEgv08OgUx2I7WMed5alFVUyYFCD0CaFQCIvF0uX+SCSCcSJ/k+hjkrmfxNG9G+31y31hdBkOjjDHyzHMZxxoG8Ud2DfKH/YdiE+2GTKwxeRI4J+DpxORVfY7B4gJNkKvhCIqobDKfz7sIyvgNMUPC/o7dtNHmdVYK5ZYfNKgokcoqP/A1HjshyTMkmSQm7XfxGiOnRhhTp6zzz6bP/zhD52SrpaWFpYuXdpx6j8VdCk1t+NVMvdT3xjS6GMsanzUoC/ULwPYwo0AhK1HnwmaLsaB+NtG6isJc3V8hHnwAHMTZgP4InMYdfZc6h25lDbvYd7uf5gak9C9LVknMcb7hdlhABBqG1n+6LMBnDqmmvwcc2uHjbaEmYiE/oYD5VLzRnXtodpOvxfWvUt1wTkYsjmHrkNHmAFyMquobSjB6CdjTydwfpt0d9xxB9dccw3nnnsu4XCY733ve1RWVpKdnc0TTzyRsu1qx3FymwrJ3E8iYe6GtWOEuW8kzPZIPGEO9YGSDMM4OMIsFSW27Fcy+FqsRKIKHleEusb4UlBDBjabFg9AQHGgySr1jvjEpHp7Ln8rncMo707GNX1uWlyt2QW4mmp7fuAJZGdGKWHFyqSGz8wOhVAk/vdkGBJr15Xw9dnmvVcA8B5M/vR37cj/FUTymJNqOYI1nX63RpvJadpMQ+4kU+KxH5YwW9QImZ5avC0DTIlHMM+AAQNYtWoVq1ev5vPPP8disVBWVsall16KzdY3cgchufvpmBPmlpYWJEnquHrL8aivjTBb20eYTUyYDZ14vbJPhkD8gGrmCLOuSzzx/FgmjK4FJJyOKDmZIZr9VvKNsCkrDrRY3V1+zw43MaZpe/qDaROxO/li6qVkV+5i6Mb/AObss7DTjTXg7zOLcHmift4oOofssI9S/z5TYwmFD34M79qbzc49WZQVe02Lx2g6ZOJsJF7LbNYosyPU9YvegNq3aciZmPZlRWQphs0aJBqzYlEjxDSVltZcsjMO9JuE+UQuoUgFh8PBlVdemdZt6v3jZEafkqz91GPC7Pf7ee6553jjjTf45JNPiLZdiMJutzN+/HjOP/98LrvssuMqgW6f9BeNml/DLOsRrLH4qIaZNczGThV9jwVpUNuocoaO5DLv09duixGJqnywOX6FIU2T+O0zkxg6sJmy3C2mxNRi6fw3kB1uYu7eNSiYt5LI/rFTiDrd1JaNxdVYg/z5VlOSVl21sPWirzH4k3VkVu81IYLOPFE/hiTzcvGFfGPn8+SGvabFEgx3/hh+7d0SSgd/gqKk/+/LiAHNnY/I+jvxUWYzOEI1tLiKcQYPoOgR9g66BFu4EUfwAEFnUVpjsVpC7K85iUAogxHFG5AlnX3VJyPLGqLY4cRTV1fH8uXL2bRpU5cr4QH861//MiEq4XDJ3E9HTJh1Xeexxx7jD3/4A0VFRUybNo0rr7ySnJwcNE2jqamJrVu38txzz7Fs2TK++c1vcv3116Oq/b/Koy9ctESN+tEUe0f9soFMxGremp9Spo72ihNcbcmfXUdb6YSohDIv8St5Jerw9ZbDERVdl/ivKXthR9rDATonzLZYiMsrXsGumTeLPujJpm74KQBk7a/AXV+NWdWxjuYmnE11bJ9+ORkH9jBk07umlolkROP17mHFxgsllzB/599xmLSvwoclzA1eJxu3FnLa2Or0B+M9bPjKrYMC+hsOmJr+cOpzJ9OQPZ4x2x7CFawiqrqpLjwv/YEAoYibUMSNosQPurKso8gxNL3rDPy+yjD6yjme/u9nP/sZW7duZdasWXg8nrRtV9QwH5tk7qcjZrdXXXUVJ598Mn/729+OeJ3uyy67DIBt27bx1FNPcdVVV/HCCy98qYDMIkkadmsrwbCnT1y0xBr1Ubrz/9GYPQ6AsDULRQuT0bKTvYYl/Vc5yGpLlFvbDqi1KnqtivK/CV6j+UuSZbBZY4QjB9/CZ03aT4Y78csif1nNbSUZkqEzd++/yImY89q0qxx/Fu76AwzZ9A6e+gMApiXMAIM+fZ/6ktE0DyxmW04hw9f9k6wDe0yJxRM5WIvqtWWysvhirqx42ZRYDh9hBvjPB0M4ZUQ9Dnt65wkYXhlpaAxpTAT9n07w6Ki3+aDWnPPADTkTgXg5mitYha1tPoeZNM2CrkvIsoFFDaFF+k/CLCTP+++/zxNPPMGkSebU0wu9k8z9dMSE+Ze//GWvLxk4atQofvGLX7Bjh0lDe0lgGDKlgz/B58/ruGiJ1RIiL6uS6vrhaR9FCNnzcQarcQXjiY412szET++hNv9MkEakNRYAyUZ8dLn14IFTOimCPMy8iX9228GEOcMdZsr4KtNigYMjzOfv/w/FfnOXm4raHORVfE7W/vI+UzdsDbYyYPvHVI+ciKd2v2nJMkBGtPPkrX3uQawtOpcFfJL21yscVrBZY1gtGi2tNqadsYe87CANXjuDB/h7foIkkvL0+JfgWiWeMNco8ctkF+qmXmC0vRytfYlNc0lEYzZs1hAWS5hQJH2ji1+WqGFOHo/HQ2Zm+s/6Hs9LwKVCMvfTEYcNErkO+ogR6U/kkkciFHaRm3mg457SQZtRFHNOuemylYg1q+N32YghGTrV+WenPZYOWZ1rceWLzF3+ym47mKxPP3MPFou5Vx1striZVL+ZCY1bTY0DwBIOkt2HkuV2A7duoPijNyl79xVT43DGgshG57KezbljeJuR6Y/FGeWbV2xm5LD46GmD18GoYY1pT5YBpCwdSQUKNJCN+NG51vyrZ7ZPeG4vUTNb+xr97RPE+wsjBbcT1dVXX83y5csJBtN7HNQkKSW341Uy91OvCo6j0SjPP/88O3bs6LZoevHixV86kGSR5MQuHS1ZHISiWbgPG0ZpaBmOZOnhildyYqcrNevRVywIOAs6jag05JxC0JOJISdW22iREy9XsEkR9OwY2v74W0YZGcYxvOeZ8/ZYYh+p1lDPf8AONf76Dc5vYeLgBqS2PlJrYqPesQT7BQPxRD3b38CUircJHsNhpCXB421jgv2aomZ8MB7yeoTDKFu39GqwMjvBf2P7/uiJK9JKq8WFLis4I618ffOfKRyVScw49vdBou85a8jO1FEHkCQozW1hAwPZX5XRq/d/on9bNmsvPgcsECiIoVdbUKoNLIMiCX9+GHLiX2TbPyODzvgIkS3S2OPnJpDwZ3KPn/VtoroT8GK1aR19Ej32CP3Txo0bWb9+Paeddhr5+fmdLr0MYtJfX5HM/dSrhPknP/kJa9asYfTo0V3WrZOOo28mh59aC4YzCITNu1hI0FFAtvfgkmQHBp5jWiwAcrbWsSiZ9WLzr6rnaBthnnnGblOWkTvc2XveRT6hx1x6pw/sKgAyQs1MK3+LvVlDOan+CxyxEJlG+pOe9vfu0IL431Rjix1/0ILbEU17LIeSB8YTZr3KAqeGTI0lZI+PMFsjPiQ9ZtqFS9pFY/Ek2aKYe5btWImSjOSZMGECEyZMSPt2RUnGsUnmfurVp85bb73F0qVLueCCC5Ky0b4qFMno9HtDczFmHt4DjoKOn5s9xfg95l46V8qOp8vKqBBKqbkHcwCHVWP88DqGFKT/1HV3rLr5r4nQe9Mq3iI75KXYZ/4ydwCZ7giZrjC+Vht7azycXGJu+YFcFIWPHegHzF/5KGzLAkDCwBbxEbLnmhrPwZIMc79ICOb53ve+Z3YIQi8kcz/16ryVx+OhtLQ0aRvtq0JRT8c38Jhmwds6yNR4go78jp/NHl0GkLLiCbP14r6RoHpcEc6f3DeSHaH/yQ55zQ6hi6GF8VHmvTXmTyST267kqVeZvwqEIVuIWOIDGraQ+XXMUa1/JsyGkfzbiey1117jyiuvZMKECUyePJmvfe1rrFmzJqXbFDXMxy5Z+6lXCfO3v/1t7r//fqqqzF2FINUMQyEcdQHQ1DIEwzB3skuwbYQ5ZMuhMXu0qbFAvCRDGRVCKekbI6lnjjlApsu8ZeQEIdnGDqtn6vhKxpQ2mB0K8sB4wmx4FYyA+QfUkD1eHtcXJv51LsnoP1mjYRhJv52o/vnPf/L973+fwYMHc9ttt3HTTTdRWFjILbfcktKkWZNSczteJXM/9epc25gxY1i2bBkzZsxAluUudcufffbZMW20LwtFMrBZWmloKTY7FDTVTtiawYGBZ7ddl9pcUraGdWbfGF0GcNrMW9JOEFJh1NAmRg3tC0untZVg2XXQQW9UwORB77AtB1r2YA+b//q0l2TEL14SRdPFhL8Tze9//3tuvvlmFi5c2HHfNddcw2OPPcYjjzzChRdeaGJ0Qrtk7qdeJcx33HEHJSUlXHrppTidzmOPuB8JRTKQJJ1orG/8O1s8xdTmn2p2GED8an9ylrlLtwmCkB6SBM7b65A8evz7urnX4SFkaxthDpmfMGu6Fd2QkSW97eIl/SNhPnHHg5Nvz549XHzxxV3uv+iii/jd736Xsu3qx3n5RLIlcz/1KmHet28fq1atoqSk5JievD8KRTIIhLPMDqPD3iEXoSt948NY/J0KwolFzuw7X5D97sE05IyhJcP8s3/xi5fYsVkCWJQgITJ67iIcVwYOHMgXX3xBcXHn9+O2bdvIzjZvdS2hs2Tup16XZOzZs+eESJhbQznoJtcuHyrctpySIAjCicybPQpv9iizw+hQ5y0DjC6rK/VlJ3DJcdLNmzePRYsW4fV6mTgxfgn3jRs38pvf/IavfvWrKdvu8T5BL9mSuZ96lTBffvnl3HHHHVx11VUMHToUVe3cbc6cOce00b5MN8xfQkkQBEHo25r85i7zmQiRMCfPN7/5TWpqavj5z3+OpmkYhoHFYuG6667jxhtvTNl2tT6zkn3/kMz91Kvs8M477wTg4Ycf7tImSVJaEuatW7fyf//3f+zcuZPi4mJ+/vOfm7JouCAIgiAIPTuej9uKovCzn/2Mm2++mfLycux2O8XFxV0u7iaYK5n7qVcJ87Zt2475iZMpHA5zww03cMMNN3DllVeycuVKvvOd77B27VpcLpepsQmCIAhCv5DGEeYT4bjt9/t55ZVX+OKLL5AkiTFjxnDxxRdjt9tTtk0x6e/YJWs/mb9WWS+8//77yLLM1VdfjcViYd68eeTl5fHvf//b7NAEQRAEQTjM8X7c/uKLL7jooov45S9/ySeffMJHH33Ez3/+cy655BL2799vdnhCm2Tup16NMO/atYt7772Xjz/+mGi060UrUr0Oc0VFBcOHD+90X2lpKeXl5SndriAIgiAcL9JZwny8H7cXL17MhAkTuP/++3G73QD4fD5+9KMfsXjxYh555JGUbFfrH+OcfUYy91OvEub/+7//w+fzccstt+DxpH/1+kAggMPh6HSf3W4nFOpflyUVBEEQhBPB8X7c/vTTT3n++ec7kjCAzMxMfvjDH6Z0lQzh2CRzP/UqYd68eTPPPfcco0aZs6SPw+Ho8kcWCoWO+4uoCIIgCEKypHOVjOP9uF1UVNTtKHpdXR0FBQUp265YVu7YJHM/9Sphzs/PN/Wa8cOGDeOZZ57pdF9FRQWzZ882KSJBEARB6F/SeRg/3o/b3/3ud7nrrruoqanhtNNOQ1VVPvvsMx588EGuuuoqNm7c2PHYSZMmJW27uijJOCbJ3E+9SphvuOEG7rvvPu6++26Ki4uR5fTusDPPPJNIJMIf//hHvva1r7Fy5Urq6+s555xz0hqHIAiCIAg9O96P27feeisQr5E93LJlyzp+liSJzz//PG1xCZ0lcz/1KmF+4okn2LdvH7NmzUKSpC4Jc6on/VmtVv7whz9w1113sXTpUoqLi3n44YePm1M7giAIgpBq6TxPfLwft19//XVTtitKMo5NMvdTrxLmb3/720nbYKJGjRrFX/7yF7PDEARBEAShF47n4/agQYPMDkHohWTup14lzF/5yleStsG+TJFj5GY0YrWEqazrf5c9FQRBENJHljV0XTE7jF4zcy7S8Wbfvn08+OCD7Nixg0gk0qX9X//6V0q2K5aVOzbJ3E9HTJivueYafvzjH3PKKaf06ok+/vhjlixZ0qXIvz9RlRgTT9oEwIGGgWh6r75PpMyAwA6KAp/TZC2iImOyqbEIgiCYzR5rJqRmmB0GABY1QlHuAfbUFJsdSq+JfDl5fvzjH1NTU8PMmTNTemW/w4mE+dgkcz8dMSO86aabuPXWW8nLy2PmzJlMnTqVwYMHd3rMzp07Wb9+PS+88ALNzc3ce++9XyoYs4WjNnRDQpYM7NYQrSF3z51SKCtSxfCWj9jvbO0zCbMUljCsBogyKkEQ0mxC46u8X3CV2WEAMDi/Eo/TDzVmRyKYYevWrTz77LOMGTPG7FCEo0jmfjpiwjx58mRWrVrF888/z1NPPcU999yD3W4nKysLTdPwer1Eo1FKS0uZP38+8+bNw2q1fumAzCURjlhx2MLYrWHTE+ZWNRsAV8xrahwAxCD38SIUn4X6b1eiZ2pmRyQIQopJIQmlwUJsUNdTmemWHd7PkNYtbNQCRBRzJ45J6Awp2Gf6WchjJUaYk6e4uJhgMJj27cak/lMC1Bckcz8d9a/darXy9a9/na9//etUVFTwySef0NDQgCRJ5OfnM27cOIqL+8/pqN4IR+1tCbP5VyPqSJijTfFPOjNnx6qAEd++Wmclkpn+D4pD+YM29tfnosg6ZYOqTY1FEJIpElOwqn3jC6nzoww0l9YnEuaTfOsA8ETraFDMPe4UZNfhsIUxjDCypKEbIok50dx5550sXryY6667jsGDB3dZPSyZay8LiUvmfur11+PS0lJKS0t7H2U/FQrbwe3rGwmzJZ4wW4wwVj1o+qhKLC+C0qyi1luIlJmbMNc0ZfHB9hFkulpFwiwcN3QdPtlVwmkjd5kdClJIwvFRBsGJLWaHgjPqZXDrVgAyInU02M1NmIcW7gXiYxhup5/m1kxT4+k9McScLBUVFezatYuf/OQnXdpSufayqGE+NsncT/3rfFIahKLxovC+kDCHZRcxyYJqRHHFmsxPmPOj2MrjI8xmy89qBsDX6iIcVbFZYiZHdFDQ5cHRan6SIfQ/O/YXUevtG8mXc0MGclhGaTZ/9LSs+X1kdAAyonWmxuJ2tJCT0dTxu8fR0m8SZlGSkTzLly9n3rx5zJ8/H4fDkbbtxkTCfEySuZ9EwnyYUDieMNv6QMKMJNGqZpMZrcUVbaLJZu66j7H8+GlZtc5iahwAHkcQmyVCOGql3pfBoLxGU+MJ253sHzGe/MpdbDnnEqa8/ISp8Qi9ZwCGrCDr5pZBhKMqm8pLsKrmf/mTQjKOj+KrUcjN5h4mVD3EsJaDl681O2FuH11u53H6TYpEMJPf7+db3/pWl8UQhL4lmftJfFU5TChiA8BuDZscSVx7WYYr1tTDI1MvlhcFQGm0gMnHdEmCgrZR5lqvectMRWULuiSz9axZ7B53Fh9d+DUCGTnELOaPwgu9s3vsmX1if20uLyYStRCJmj+O4dzgQY7EDw9Ki7nxlLZsxGIc/DzOiJiXMFuUKEW5Bzrd53H2n7NJhmEk/Xaimj59OmvXrk37djWUlNyOV8ncT736JNy2bRujRo1KygZTzdATm5xiROM1ucFAfGKb3RrsuK9Hup7QNpVIz2/SgJQDgCfs7Xi8pCf2PSeqJ54UhA0rZEOObCDpEnqDk2hBz1lzSE1somLE3vMHcU6el311edQ0Z9KqymzfNYRTRu7GcCV2gFcT6FflGsxbX7+W9tpAXW0bfc/JxNHS0GN/j+2YNxl/+h76GYBeMhSpNYBcV39YS3r1FOuRJPraOJy9//uoGnQSe08+jdG71iM55YTeA0DC77n293mz38H2yiIAojGVsM3ocY5von9bYePonwNyUOoYXQaQWxTCmjXhz49EP68A1DCc5Hu/031OrRlbKEpMPsqaqgl+Jvf0mV+UX4midH5uj7MFIxpI+Ngj9E9FRUUsWbKENWvWUFxcjKp2/gxYvHixSZEJh0rmfurVp/xll13G6NGjufzyy7nkkkvIyck5toj7kfYRZouqoSgxNM3c0ZX2lTKcmvkjzCgQzYlhrbdgqbcQLYgh+2V0d2IHp0S1Buw0NbvJcAcAaPR6eP3didis0bTGATC0dR+jPnubbWPP63R/0OnB04uEOVViZ08hes4UlN17sf31BdPi6I6elwuSdFgin37erEI+OfUiHIFm05cV/2TrcAwjnlgaSERjClaLOSUi7o9cHaPLAJIuobSaczKyKLgVp+ZDQ0U55LSWJ1ZHkzXdV2M1cDmCbP7iJEYU78Zhi1DTkEtediN2a5j+UJhxAg8IJ92mTZuYMGECAJWVlZ3apBSuaBU7jkeDUyGZ+6lX2eCaNWtYtWoVzzzzDPfffz9Tp07lK1/5CtOmTeuSrfd34YgV3QBZArs1QmvQ3H9fQOkbJRlKi4zm1onmxxNma5UF2z4rsZwYLae1pjUWhz3M2x+egq8lvk62piv4WtwMGmDOqdphOz/Cn5FDZfHBq2IGHR5TYoF4QhobdwrYbGgjR6ANGYSyb79p8XTE5fEQnXo2evEQ7I88bmosQbubDVMuRVdU7EFzU53qumyqavM63ReNqqYkzHJQwvORq8v9SrMCXe9OOV1SWFNwEyc3r2VwaAu7nZNwxRrJiNaakDBLbNk1AjAYU7YDgJ37hvLFnhJkWWSiJ5o//vGPZocg9EIy91OvssGhQ4fyve99j+9973t8/PHHvPzyyyxevJg777yT2bNnc8UVV/Sbko2etV+8JBK/eEnQ3JUpDo4we8HQKQiXUxWLEUvzFxX7bhsZ73owLPEDg2dT/OhZPyf9ibwsG0w4eRf/Xj++0/1Wk1bKkIBTNr1BwJVFY158YkHIxIRZrm/A9rcXiE4/D230SKLnT0N+4lnTRlENu43o2VOInX4qWCxYX1iFpJk3wS6mqGyYcilhR/wLlyNoXg2qrkt8vLWsy/2RqAUX6Z9H4frUSWhYGLlVxl5pQ7f8//buPDyq6nzg+PfOnsm+b0CAhCXIEnaIKAgqLihVQS11qbUVqFSr1bpVsW6t/SFasGK1tipitbiB4IIgIopsIiCyk7BkI/s++9zfH0MCIWEbMnMT8n6eZx6Se+bkvswkM++c+55zvOhcOvQ12iTMhSF9fHEducJWau7Gpqif+V4PNWI0uNAfSZDtDjMut/aToE+XpPWtq6CggAULFrBnzx4MBgM9evTg+uuvJzU1cBP0ZZWMM9daz9MZP/IDBw7k0ksvZdy4cdhsNhYvXszkyZOZMmUKubm5Z/rj2hSdzvcm7nAcmfhndhAdUUlcdPBXYDB6bQyo/Birp8oXG16GVfyPoeXv4tYH/5JMXR8b6FWMFU0TdU+ENolPUnwFKYlNL+kbNVxaTu/1MGjdEkLqfM+XzapdwgygKyvHvPAjzP+eD14VT8/mSVmweDul4s7qB0YjSuFh9NsCsz7p6VCBLYMvozo6sfGYRcOEOedgMvX1FsympvWvWk38qxlaR9lVlaimI7XVw+sov7QSfb22b9INV9jq9NGg6Kg3aFcWaDH7niuPR4fL3b6usMqkv9azY8cOrrrqKj755BNCQkLQ6/UsWrSIq6++mp07dwbsvDLp78y05vN02q+CO3fu5Nlnn+XCCy/k17/+NYcPH2bWrFl8++23fP3110RFRXHXXXed8X+mLenVNZcBvXagOzKpI73TIYb3+xGPJ/i/TC5dCCavjeyyo5cTOtm2UWOM12bHPz1Uj2h+6dodrt1IYVbmPhTlaP20ViPMDcxOG0O/W4TB5cAeou226g30eQWY33gbXal29dS6vTkYftyBUlGJ6ctVmtYL784cSVFqjybHtBxhToyr4Jrx3xAd6Yuhc3IxFrMDl1YrZRx5cowlvvO74lzU9bdRO6Bem3jwLStnUn2T8eo0TJQbNKygZHeaQPPqd6GVhnxo2bJl/P3vf2fu3Ll88cUXjBkzhlmzZmkdnjiiNZ+n03pVnjBhAvv27aNnz5786le/4uqrr24y8S86OpqJEyfypz/96cz+J21M3uEkzs/6ofF7a4hvLeaaOg2uRQJ7ws6ns21rk2M1hnhNYgHfKHPE2jAMVb5fG1Wn4g0N7oS/Y4WH2ejRNZ/dub5aRpMx+JP+jhdeU8bADZ+wvd9orUNppABKuXY18ApgWrYCz46d6DSspS6PTaUkoSvW2grqw6Ibj1vqtUuYw8NsqCqUVfg2vkhPKyCrzz5sdu2WuVMcCoaahoT5yIdQDQegGkaXPRiw67T/IGoxH0mYHX4u46Kljjsg3Oo2b97MwoULMRqPluQYjUamTp3KjTfeGLDzugO1Dfs5+tmvNZ+n0xphzs7O5oMPPmDRokX88pe/bHGVjOHDh/Ppp5+e0cnbmpq6MMqrmq7pa7ObcWu0UkalKZUSU9cmx2qMCZrEAoAeqkYeHWX2hHs0/yM7r8eBxkTZ2AY2fABIOLyfbnt/kPem4+gP5Wv66xJTls+oVf8lsdC37bS1thLQdoQZoKomFJfbgKKoxEZVYw1xEButXUzGUt/rndfkxROp7WYuAKEeX0lcvSEKFO3rNy1HymcaVlQSHVNERAR1dc0nvNfW1p5ziyG0Z635PJ3Wq8/DDz9MZmbmSe8TFRVFXFzcSe/THhwsTGnyfU29NqPLDfaGnd/k+2qDhgkzUN/HhivKl5i6NapfPpbJ5KZvL1/tvNYlGcfqsn/rqe8kNNFn22rOX/k2I7/+H0n5ezRPmEuPjC5HRdRgMGh3xaaB8chOnq44t+YfiAGsx9YvtwHteYRZDcCtoxozZgxPPPEEBw8e3flx//79PP3004weHbgrjG70Abmdq1rzeZKPQcc5XB6L3WFqnNhRrVE5RoNCSy9qDHGEu30T3HwlGUXaBaSD6pG1xH4a5RthbgPSuxSyd39qm0qY20CeIU4iqvIwAFkbP0Wv8ZbYpeW+q1pxMdWaxtGgYYTZFad9iRMcXSGjLdQvwzEJs1P73SHPVEeepNfa7r33Xm677TbGjx9PVFQUABUVFWRlZfHQQw8F7LzncnIbCK35PEnCfBxV1XGwKJmeaQcA7eqXGyk69oZlM7ByMS7FhE0fiaYJM1Cf6atlbgsjzOBbZm7geXvbVMIs2getk2U4Wr8cH12lcSQ+RxPmtvH31FDDXN9WRphN7XeEWbSeqKgo3n//fVavXs2ePXuwWCykp6czcuRIrUMTx2jN50kS5hbkHU4io/NBdDqVmjrtJ5kcDMmiT/XyI0sqtYGxS51vxQxF+1yjUVJ8BV4ZPBHt0CUXbKSsIoKYKG1LQwBQwdRQkhHfNhJma+MIc1tImNVjRpjbX8IsA8yt6/3338dqtfLrX/8agBkzZlBUVMQ111wTsHPKCPOZa63nSfsZFG2Q02WisDQet0dHvd2idTh4dCZyQ4dpO+HvOPWZNhydnKe+YxDp2sBnCSHOlMnoITmhArNJ+wRVcYOtuwNnvKttlGSo3qZrMGvs+E1LRMf12muv8cwzz+B2H/27TU9P54knnmDBggUaRiaO1ZrPk4wwn8DBwhRCQ2y0lWrUfaHD6WT7UeswjtKBO6YNDTELIc6aaoTyKyu1DqORxVuLHt8bXX0bGGFuz5uWgIwwt6a3336b//u//+Piiy9uPHbPPffQp08fnnvuOX7xi18E5LxuNUC/d20j1Wl1rfk8tb+/+FPwOv2bOKM6my7MX1mu56ApptnxFtntfp3T6Ig49Z2O8BJJvmEYRocOo82/umqby//yklJvlF/9avT+bRtbE+r/aFtMnH8jP6ZU/x6f8CL/N3VIrvd3VQT/Hp/o4O+2TLifA3HJsf69PIXH+T8Zy9/fAbefv3M1Z7GOub9/W/7+Lfv7+uHv6xUALivrw28mxFsJrlBO+3/s52vyqV7vLeG+9xe7w4jqtDVp8/e9J5jUDr2uResqKyujR48ezY5nZmZSVBS4eUZSknFmWvN5kpKMk8gvitU6hCY8SvublS2EEP7yKCYOmzPZH9I2JlIVl0Wy4tv+fL9Vu63mRdvQs2dPFi9e3Oz40qVL6d69uwYRiZa05vN0zo0wt65z9BqFEEIIPyg4nUacpz/W3aZISUbrufPOO5k+fTobNmygf//+AGzbto0NGzYwd+7cgJ03YDv9naNa83mSEWYhhBBCiDMwevRoFixYQHx8PKtWreLbb78lNjaWhQsXMnbsWK3DE0e05vMkI8xCCCFERyAjzK1q4MCBDBw4MKjnlBrmM9daz5OMMAshhBBC+GnQoEEcOnRI6zDEKZzt8yQjzEIIIUQHIAPMgRHMLccDtqxcB3C2z5M88kIIIUQHEMzEriNRgrgDr0z689/ZPk9SkiGEEEIIcQaO3Tnu+A8ihw8fDnY44jQc+zx5vV4KCgrOqL8kzEIIIUQHoKqtf+uorr/+evbv3w/ADz/8QOfOnQFYtGgRV199dcDO68EQkNu56uKLL+bDDz8Emj5P5eXljBs37ox+liTMQgghhBBnIDIykmuuuYaFCxcCUFFRwe9+9zseeughrrnmGo2jEw3y8vJ49NFHefbZZ5tdCTjTEqVz92OFEEIIIRp15BHh1vaf//yHN998k6effprPP/+cnTt3EhcXxzvvvNO4QUYgSA3zmXvxxRd59NFH2bt3L88//zxhYWHAmdc0ywizEEII0QGoAbh1ZJMnT+aiiy7im2++obKykqlTpwY0WQZfwhyI27msX79+vPfee5SVlTF58mQOHDiATnfm6a8kzEfEx9YwIPMQcdG1WocihBCinTAa3Ejq2PF8/fXXXHnllWzatImXX36ZadOmcf/993P33XdTVlamdXjiiIZR5MTERN5++20yMjKYPHky33///Rn/rHOuJMNtK/arX6+0PLp0rgWPg+LC+DPrXF/n1zmNNS2/yIYrJZynX4VFqeUr1y+btVvqwvw6X6U9wq9+APmuJL/6FVn8O+fhyBK/+gHExvv3aTkq3b9YI2tdfvXzqfCrV4jV6Vc/W73Xr35nI8Tq3+fy8DiTX/0ie0X71Q9A5+fvQHW8f8sVHY70+NUPoEgf41e/fLt/f8tOP18/ovx8vYKTvUaWUqPGnbijn6/JXnvVGffpN6iYH7bE+f3eE0yyrFzrueOOO5gwYQKPPfYYERERjBkzhjFjxvDAAw9wxRVXsG7duoCc133upW0BdezvvMViYe7cuTz//PPcc889Z/yzZIT5iKJiKwBJifUaR+KTbvieVP0uLFRrHQqoKgnFLimAE0JoLlY5SA/9Wq3DACAm2k7P9Er0enlt7GheeOEFZs2aRUTE0Q+Sffv25cMPP+Taa6/VMDJxrBkzZmC1Wpscu+eee3j66acZMmTIGf0sSZiPKDrse0Bjoh2YTP6P+rSGGjWeaq9v9CRVv1PTWPReD/d99w0TvqgmvtR96g5CiHNORLWHLlWVWoeBDhcjje+jtIkSCJWhg4vR6cCgD/6VG3/IsnKt57LLLmvxuMlk4oEHHgjYeT2qPiC3c9WMGTMICQlpdnzixInMnz//jH6WJMxHVNcYqbfpURRIjNd+lDnPmwlAJ90OTePw6PSUWEMByNxj1zQWAI/NRMWmntTuTdU6FCECymM3ah0CAEaXl3GranD5MUmmtfU3rCBS1zZKHzK6VxMf63tNNBg6cOYogkom/WlH+1fANkPh8OG2U5aR5/ElzEm6vejxr161tXx3ZKHvbgecmO3ajqTUH0qkPjeF6h1d8brkj1ycm9y1Fqp+TNc6DFBVLlxTS3S1h2qzWdNQYpRDZOq/9oVF8LYibonZ5GFg/6PzLPTtZIRZCOE/SZiPUXikjjkxwaZxJFCqdsGuWjEobpJ1ezWNZU9MHFXhOvRe6JHj0DSWsPR89CF2VKeRml1dNI2lgUfRtfi1EP5w11oo/ToLvVnbD8oAA7faSMtz4VWg3ujfJMzW4CvFeA+d0jCSq23CnNW/BLP5aJLcXmqYpSSj/fOohoDcxKnJu/sxGkaYoyKdhFi0rddV0VPg7QVAqsZlGaqisKuHBYDee+yavkoqei/hffYDULe3Ex6bdm/iAAe8SaxOH4fdYMGlM/BTcpam8QDUdOnSJio82xsVsKna/j41JMsemwVjTI2msXQ96GDgNt/gQX2IDvUMF/lvTf0MXxJ1TCmGliPMcbE2eqQ3nYxtMMgIsxDnOkmYj1FXb6Sm1lc3mNgmyjL6AA0T/7R9Qd7T3YxbDxG1XlILz2YZtbNnTSvCEFGH6tFTvaMr4Mvhve7g/jq7VD071O7UWSJY2+1CDsZ051B0V6rN/i/f1xoqevXm4PjL8Bpk1OB0lVnj+K7baJxoVzd8bLIMYIrSLmGOrnBzwZqja9LbQrR7q4hRDtFHv0qz8x9LUVSGDW5eQy0jzGfupZdeYsyYMQwZMoSbb76Z3bt3N7atWbOGCRMmkJWVxZQpU8jNzW1s2759O5MmTSIrK4uJEyeyefPmxra8vDxuvfVWBg4cyPjx41m5cmVjW1VVFXfeeSeDBw9mzJgxjVtaAzidTh5++GGGDRtGdnY28+bN8/8/FmBSw6wdSZiP07BaRlKC9glzobcHHlVPiFJLrJKnaSwOs47cNF8NY+ZubSf/KQpEnJcDQP3+ZFw1IdTtS8VR7P/6u/4wKh6ydVswue3UmcPZmdQPFIWdSX2DGsexCkdmY4+Oprp7d/b97Bqcof6vgdsRVJsj2NAlm7XdR2N11RGp+Ld+79k6PlnWmVzoQ7X5OzPbvVy8qgbjMYsF1YdoM6Krw81I4/vHlGI00CaeHulV6PUqVdVNP1gZ2k3CrLb6zR8ffPABixYtYv78+axdu5aRI0cydepUvF4vpaWlzJgxg3vvvZf169eTnZ3NjBkzUFUVh8PBtGnTuPbaa9mwYQM333wz06dPp67O93d79913079/f9avX8/DDz/MH/7wBwoKCgB49NFHsVqtrFmzhjlz5jBr1qzGZPv555+noKCAFStW8Pbbb7Nw4UI++eSTVnnMW5uskqEdSZiPU3TYt/xIW0iY3Zg57PVN/Omk17YsA2BnD1/C3KnARWidh9hyN4mHtRlttiSXYYqtBFWh8vveVP2YjqsiPOhxhGKja9m+JsdKwpMps55kU4UAcYaHU9q/P47YWADs8fHsu+466hMSgh7LsTwGA/aoaGo6daa8dyaHhwwlb8xF5E64ipKsLE3KR+qNVrakDmZ1xsUURySjeL30PLxdg0iaJ8sAxugatKiAULwqF31TQ3hd0yta9RqNMMcqeeR6BrLbPQIAVfU9KFqlp3tzIvj4065UVftKd/YfCKe6xoheSjLOSEVFBdOmTaNz584YDAZuueUWCgoKKCoqYtmyZWRmZjJ27FhMJhPTp0+nuLiYH3/8kbVr16LT6ZgyZQpGo5FJkyYRFxfHqlWr2LdvH7t37+bOO+/EaDQyevRohg0bxtKlS6mrq2P58uXcddddmM1m+vfvz4QJE/joo48AWLRoEVOnTiU8PJyuXbty00038eGHH2r7IIk2R67ZHufwkYl/YWFuwkKd1NZpW9OY580kRb+bTrodbGE8OtwYvC7cuuBfOi6JNVAaoyeu3MOgrTZSC5x8P8DK4cTgxuKpN+OqCsUUV4WzLApnWSQAziAnzG5Vz/fe3hQlNt8ZcmdSX7JzvgrqOJjBZsNaXEx90tGd3NyhoeRM/BmdVn5J1N7gTR51W0M4fOV4HPFxeEMsze+gqiR9t4a4LVuC+hg59Sb2xvfiQEw6Xt3RUZW08n1YXfVA8/U6A6mlZBnAFK1NOUZqoYvqcN/jknL46DwOrRLmErUrJZ6uZBvfBWCfZwguTGg1wuz16lAUtXFi+L7cCDZsSiA8XPsJmqcjmB803G439fXNB550Oh233357k2NffvklUVFRJCUlkZOTQ3r60RVi9Ho9nTt3Jicnh8rKyiZtAN26dSMnJwej0UhqaioWi6VZ24EDBzAYDHQ+suJTQ9uyZcuoqqqirKyMjIyMJm0LFiw468cgEGSCnnZkhPk4doeBikpfkpyUaANUIiO0Wxki39MbgCjdYaKUIsYY38DqCf7od2Kxi957HFQdeTPtkePAalex2oI/sqKYXNTu6UztrrQmx10V4UGdj2hQPAzT/cSw/auJsFU2aau0xlIUkRK0WFRFoWDUqCbJcmObwcChSy7l8NChQXvDNNTbiF+xCnTNExud00nap58QH8Rk2YvC3rherOx5GblxPZskywaPi4wSbTYIclZEYO1WiD6s6d+0MVqbHT7zUk2sGX60jKcw0YBbp13CDKDgIUW3C/ANIGxyX8k+z2DN4omOcmA2efF4oLg0BIdTT2lZcD9otQfr169n6NChzW5XX311s/vNnDmTP/3pT+h0Omw2W7ONJkJCQrDZbNTX1zdrs1gs2O32U7Ydm0gf22az2RrPcXybEMeSjyotOFxsJTrKSXJiHTHRdjwehe83B/uytkpn3U/UqZFUeROI1BVzsemfmBU7ChcFORYoj9Jz/rpaoqqbJshaJMw6g5eY7B8pX9MPR8nRumWv04Sn3kwwx1EUBeJri4mrXUFBZGd2JZ6HzeTb6GVXYl8SqwvRBSEeRVVJ/eorktatwxUahjMsDNdxt4pevakPjSBh2Up07sCvAlPXLQ3vcWv3Gqur6frpJ1jKywN+/mPpUEmpOoSqKOxOPK9JW/fS3Zg92owQWjsX466zULPD9+FPb7XhqQ/RbIQZILLK0zi6/N2QUKIrPThN2q1KEa8cwKzYcKtGirwZgEKN2vyqTrA0rNNfWhaCx9O+xpyCOaCQnZ3Nrl27Tnqfjz76iD//+c88+uijXHXVVYAvcT0+WbXZbFitVux2e7M2u92O1Wptsd+xbQ6Ho8W2hkTabrcTFhbWpK0tknpj7UjCfIzkpDp6plc2Xu1L6+KbJf7j9hgNolEwKTYuNB29LGRWtPvE6zLpWD46gqs+q8LsOvqqq0XCDCdOml0VEUBV0ONRgNSqQyRX53Egujt7EzKpM4eTF92VLhW5p+zfWjEYbDYMNhshpSUt3qfeprY46hsI4dt3UT2gL+7wMFSDAWthIWmff4bBps0652a3nfLjasvNLjvdSvdoEk+D6u1dQdVhjK4mduQ2Sr/tjz5Eu0v8vY/s6FkUb6AyyndTvCqUahNPw/yNQm8PPBquYtKgYX5LUXHbTKjai3/84x+8+eabvPTSS4wcObLxePfu3fnss88av/d4PBw8eJCMjAxKS0t56623mvyc3NxcJkyYQHp6Ovn5+TidTkwmU2Pb8OHDSUtLw+VyUVBQQEpKSmNbRkYGUVFRxMbGkpubS1xcXGPb8aUfQrSvj8cBVlhkxWz20jm16Ux5j1ub0ZV9niEUeHo0O65otA5ydYSeVeeHNRkvDbFpNzu8IWk2x1c0Hgt2HfPxdKpKt/J9jNn9GT2Kt5MT1wOP0nZGBBRVRfEE50OOwWajy7/fQvF4iNq1i24fL9YsWVaBjV2yKQ1PRPF66Vrmq+fuUbIDg+o5eecAclaGYTuYCEBk3xz0IU5is3/ULB6DWyXjyOZEO3oevYStBulDVnMqnXS+yZh53kyNYjhKp1NJiPf9DjesqNSetJVl5d5//33eeOMN3n777SbJMsAll1zCtm3bWLZsGU6nk3nz5pGUlESfPn0YOXIkTqeT+fPn43K5eO+99ygtLWXUqFGkp6eTkZHBCy+8gNPpZNWqVaxbt47LLruMsLAwxo0bx3PPPYfNZmPr1q0sWbKkcVT76quvZu7cuVRWVrJ//37eeustJk6ceLYPd0DIKhnaOedGmJft/NSvftdc8hwAa1Z5ufpa0B3zUcJZV427+sR1w8Zq/y4v62tTT3mfjbqruDzqHxh1Ry8nWatDcevPPDGsrvL/MmZ+eCffvzGg61vMxdsKATDXK+TbOp2w3w5TV7/Ol2Q9gxrOi3ejrOyFUhRFTXUkhen7/Tqn0eFfHWIosc2OGYA+FNNdrcTVLxmz0nKiGB3m34hZaH7tqe/UAnddcDfkUQFdwXbSinegZJ7Z76wp1b8l8XTpLa+DneStoVyNZ6jhJxLiy6n0JtCtUzW6zkefv7ru/v0OFCb5t1pM8ZZMFBTUlEqKu9oAM1jx/XsKO7xd/Trnyf5es/aXYXaVU2s2sCa+G17b0RdCnZ+vH2Fn8SE22lZIuKUcVVUoqk5Hr57e4+z18zXZXX3opO0JSR4MBhWXCw7vL8HrPfpBwt/3nmBqK4vfvfLKK9TV1TFp0qQmx9977z3S09N56aWXeOaZZ3jggQfIzMxk7ty5KIqCyWTi1Vdf5fHHH2f27NmkpaUxb968xvKJuXPn8thjjzFy5Eji4uKYPXs2ycnJADz55JPMnDmT0aNHY7Vauf/++xkwYAAAv//973nmmWe4/PLLURSFW265hcsvvzy4D8pp8kpyq5lzLmE+W5UVOrZvM9C3/9HEIgjlnidU743ih7rxDAtf3HhM201h4bse8SRV2uibV0mY3e0bZtBwFzAMXtSLdsHKXlAWpnk4x7Io7WP2fKAoQNc87ZdEBEjX5ZGslmI9Uto0XPdjC+v7Bk9tWRRKga+cSB14QLM4GqkqQ3LKANjcNQavTvsLkCkm32TMMncqDlX7NcWTU3xXZ4qLdE2SZXFmPv/885O2jxgxgsWLF7fY1rt3b955550W21JTU3nttddabIuKiuLvf/97i20Wi4UnnniCJ5544qRxdUSLFy9m5syZTY7ZbDYmT57Mfffdx8MPP8zatWsJDw/nzjvvZPLkyYBvM5jHH3+c5cuXYzAYGtfMBt964LNnz2bhwoV4PB4mTpzIQw89hF7v+zDw+uuv89prr1FXV8fYsWN54oknGj8ULVmyhOeff56ysjKGDx/O008/3VhKE2javyK2QZs3Gag7pirDo90VWwByHIMpch5bT6XxOIGi8PGgzhRGhaBXVUKcGj9AcDRpjq3FWS8z1kXLrMfMA7Ao2u1YqapweFc339ddSyBG+3XfUypsJFfaUIFN3ZpfNdFC6pGEOd/ZW+NIfBoS5oKCdvrW2VZqMoTfgl2ScfXVV/PDDz803v7xj38QFxfHnXfe6fdmMAsWLOCrr75i8eLFfPLJJ2zatIl///vfAKxcuZLXXnuNN998k1WrVlFVVcXf/vY3AHbu3MnMmTOZPXs2a9euJS4ujoceeiiwD/gx2ulffWC5XQob1h69VO7WqIb5KIX1tRNxeX2XaTUcFGvkNuj434iu1JoNhNu13Sq7UUPSrPUHCiFORVUITyhDNbtQs05eBhAsg3N8s/r2JEVQZdV2/XmAEG8tcQbfDqdtIWE2GFTiE3wJc1GBXBYXHU9dXR0PPvggjz/+OOHh4X5vBrNo0SJuvfVWEhISiI+PZ+rUqU3aJk2aRLdu3QgPD+fuu+9m0aJFeDwePv74Y8aNG8eAAQOwWCzcd999rF69mtLS4MxIloT5BPbn6CnI8z08WpZkNKj3RrG5bvyR79pGQlhtNfHe8LS2McLcwODFrNGWwkKcLkWnkpBxEPW67yFcu3XeG+g9XnoV+uYNbOzeNkaX05y7URSVWk801R7tlpFrkJDoRa8HhwPKy7QeRPGPDDC3f16vPiC30/Gvf/2Lnj17cvHFF59wM5icnJwTbgaTk5MDQE5OTrO23NxcVFVtsa2+vp7Dhw83a4uOjiYyMpLc3OCsRCU1zCeksHaNkYnXOfC0gYQZYJ9jMJ3N2zSvYT7Wobgw35JTQogzp28bfzsevY5/XNqb8/Iq2Zeo7UozDbo6fWv4+kaXtX/VS05tGF3WNW7R3d60jd82cTa0WtGirq6Ot956i1dffRXgrDaDsdlsTfqGhITg9XpxOp0ttjX0Ob6tod0WpNWXZIT5JKqrdGzbamgDJRkNFNbX/gyXov1apMfSbskpIURrsZkNbEyPazMzZt2KEbdqJN/ZS+tQAEhO8V1JK5RyDNEBLV++nJSUFLKysgBOezOY49vAlzwf29dms2EwGDCbzS22AYSGhra4A2PDpjbBICPMp7D1BwMm7cv5GtV7o6iV12shxDluefgk4vNdeNvEuI7KwQN6PB4vhe11wh9SQnEu8Kra/P6tXLmyyVJ7Z7MZTHp6Orm5uY3L+uXm5tK9e/fGtobSjYa2iIgIEhISGvs1KC8vp6qqKmibzLTfv/wg8XgUbLa2MeIihBAdiQcjKm1hhEBh6w9GPv3YTFWlvG2KjmfLli2No8vAWW0Gc/XVV/Paa69RVFREaWkp//znP5u0vfvuu+zZs4fa2lrmzJnDhAkT0Ol0TJgwgWXLlrFx40YcDgezZ8/mwgsvJDo6ulm8gSAjzEIIIUQHICPM7Z+qQQ2zx+OhsLCQ+Pimk2/93QxmypQplJaWMmnSJFwuF1dddRW33XYbAGPHjiUvL4+pU6dSXV3N6NGj+eMf/whAZmYmTz75JI888gglJSUMGTKEv/zlL0F7HNpFwjxhwgQOHTqE7shC+ikpKSxdulTjqIQQQoj2QxLm9u90V7RoTXq9np07dzY77u9mMHq9nnvuuYd77rmnxb633HILt9xyS4ttV1xxBVdcccUZRN962nzCbLfbycnJ4ZtvviEmJkbrcIQQQgghRAfT5hPm3bt3ExcXJ8myEEIIcRZUWViu3VM1mvQn2kjC7Ha7qa9vvjWsTqdj+/btGAwGbrjhBg4cOECfPn145JFHgjYrUgghhBBCdGxtImFev359Y8H3sVJTU7njjjvo168f999/P3Fxcbz00kv85je/4ZNPPmm2gPXZcFXv97uvqTLfr3668s6nvlMLwkoT/OsXm+hXP4CqyBS/+m039/CrX6y1yq9+AJaYnFPfqUX+bfGdbPb/9zAszuxXP0tphF/9lLrg78Kjhvr3MuP287Gpjvd/VZvCJP9+B3bH+Dfqs1Wf5lc/gO31/v1tVdX497ccUerf60dY6Vmsy1le7Fc3j5+vyWfzPtAeSA1z++f1ygizVtpEwpydnc2uXbtO2H7jjTc2fn3PPfewYMECduzYwcCBA4MRnhBCCCGE6MDaRMJ8Mu+++y6dO3cmOzsb8C1v4na7MZv9G30SQgghOiIZYW7/tFhWTvi0+bH94uJinn76aQoLC7Hb7fz1r3+le/fu9O7dW+vQhBBCiHZDDcBNBJmqC8xNnFKbH2GeNm0atbW1TJ48mbq6OoYOHco//vGPxjWZhRBCCCGECKQ2nzAbjUYeeughHnroIa1DEUIIIdovGRJu91SZ9KeZNp8wB5rbVU9x/gb0BvAEfwEBIYQQ5wjV60HRSY2pEOeiDp0wq6qXnzbMw2mvJGuQie/XOzWNx2KoZ2SXbzhQ0Y2cCv+WjBJCiI7CqHfg8pgA/5cSbC1lh3/EYo0lNNy/ZfuCQSb9nQM02Bpb+HTosX1F0RGXPAiA80eb0bosOrvLaganbGB0txXoFI+2wQBW1YZB9W9dWiGECCSLwcbF6Z/RFpLl7hkGcre/jyUkVutQTkom/Z0DZNKfZjr8o5TYaQQ6vZnoGD19Bxg1jWXtofNxuk3EWssYkLRJ01jSPPk8Zv8nP3d9pmkcQoi2pZsnT/OhSquxjuv7vtUmtglO6aTnhptCMZhC0RtkuVMhzlXav9pozGAMISF1GAAXjLGgaDhYUe8KY22eb73p7C5fYzHYNIslQa0gXq1kjPt7Rro3axZHg6RiPZl7TTKkITokxat1BKBXPVzrXM5o9/do+UIZaqrhhn7zSQgrpqA6VbM4AGLjdPzil6GYzAoh1nhNYzkdqtr6NxFkXn1gbuKUOnzCDJDUJRuXUyUuQU/medqOMn+fP5wqeyQhRjsjOn+jWRwbDH1ZbvB9kLjZuYTOdv+3qj5bYXUKw7da6J1roo8kzaID0Xmh+0EjaQXaTjdJdNTyoOPfXOn+hjWGAZrFEWGu4sZ+84m1lgFQUNNJs1jCIxRu+lUY1lDf26gltO0nzEII/0nCDBhNYWza4Jvwd8FFFk1j8agGvt4/FoCByRuJtpRpFsv/jJeyT5eKGTd/OLgWi0ebeuZaq8rurr5z99qvfdKsqqB6ta+bFOcwFToVGrj4Wyu9co0cStZuCZ8LKg7wt73L6e7Np1iJZrcuTZM4oizl3NjvTaJDKgBwuM2U1muTpFpCFG66LYyo6KNvoTLCLIJCRpg1IwnzEd9+bcfjVklK0dOjt7ajObtKM8mvTkWv83Jhty81i8OjGHjZNJlaQkh11DA9/3ttXiEV2JHuZGc334carZNmtSoab05PvJXRzR4OeQM5N6heBdWlweuACgmlei5aG8LQbRZC7Tp2pDvxaPB+ZvG4mHFoPXflbcDq9SXs3xqyNCnHiA0p4cZ+84mwVDceK6hJRYsJfwYjTLk1lISkpk9KexhhVlW11W8iyLy6wNzEKXXoZeWOVXZoD5vWpjF0VDyjLoCf1u097b7migN+ndNQ0uWEbSs3DeSmMfn0iN1NJ/V7DpUmN7aZYqL8Ol+UH/28RPFf/c38xvIK2VV57Pb2YFlo1mn332/0rw7brGu+xN/6VJWL3RWMO1RJr/0mCjwJLEuL9r2BN7xwKwr4eZHAHncaz6MK6QdjsbiNqEWp2Kri2J1ciDuyGhQwVIaj6r14wutO65yJsf5lQuF1RycXqWrzHMbr1WGvj8FiLUenO1oAa7IH/wqK0+Lfm2pNqH+Fu4cjz3CFGRV0Ngv6eiu2ijBCai0oXoUDffNwm08vIduq92/Udb29f+PXnWrsjM8tJ6PK3nisJMTIezHd8Nqbx7G/qpdf5zSWdD7lfbq7iphR+QVJnqOlWF5VYVvVhUSpUWd0PlOp/8t1qiUFJESWMXno51jNjiZt+YWRqCUFLfZz+/ma7Kw6+eu+Tqdw47R0Oqc1f+sMscb5dU4hRPsgCfMxvl5WxODsOLp0D6N7z3BydtdoFkthRTzbD3WnT+ccLuq3nvkrr0LV6ILATk8fPgwdzjV167ipZhX7jInsM/kSeL3qwaMEafhLUVieFg3AuEOVXHSoEoBladGkVTswe7zsjrEGOAbI7X+I2Pxo4vJjsNjMkNMVd2gdjtRCFI+BkNxU6jNyTztpPhuqClXl3dDpnRiMdoxGGwaDHZ3Oi8sZisMeQUhoGWZLlWbztOy2SNwuC4rOi07xoCheFN2Rf498rTvyL6iBjVMFnd2Mvt6Kvj4EXV0IelsIypHVFkIAh8XJ/n6HcJuDUwYRa3Nx6f5y+pc2/31ZlhaNVxfcJ+6yuk1MqVmNgaYfWPZ6e1CpRgc1FlCJDqtiw55+DOy+gwjr0ceooDwhyLH4Rmj/+68cQsMM3DOzLwaj7/fGVu/GYAoLejxnSsaD2z9Fyic0I+PwxygvdbB1YzkAYy5LPsW9A+/rnwbj8uhJjCrnvLTTH/EOhPfCRrDN1BkDXu6uXEqY10aGs5BRth3BDeRI0ryicxQAFx2q5NIDFfQvreWy/eUoQbhE6DV4KUkrY8+QHMqTKlBRMdSFEro7A3NhIoqqw7q3G/qa0IDH4vGY8HqNuF2h2OtjqanqREVZOlXlXVBVHapqoL42keqKNFzOAH+YOAGTuQa3OwSHLRpbfRz1dQnU1SRTW51KTVVnqiu6UlWRhsMWGZR4jBVRWA50wlQSh6E+tDFZhuAny6gqiXVOFMB9XF58KNzMtrjA/w4d7wvrAB6PvYEqXdPflw2uYUGPBRR25XfnQElyY7JcXR+KV1UoqAh+CYSqgsvpZcSYBAxGHYcLbHyxOJ/iIjuKlkssCSECThLm46z6vBCA9N4RdO7me7PSG7R5IayxhbFxz3kAXNBnE0a9i5jwSlJDcoMei6roeDHycip0ocR5a/ht5WdcW7uWC23bgx5LS0nz8MJqkuucDCipDVoYbpOHwoxi6vrswhVVCYDOafKFGKSkWa93ER51kJDQEoymWhTFAyh4PBa83qMrvng8Zl8yXZ+M2xv4lWBUFdxeI/WuCOrr4kE90d+QitlSQWRMLhZrZeBHwRVwJJb4SmiO4zE7gpssAygK2+NC+Sk2FN1xn/U+7RqjSb2wR9Ez1L6XSG89LvTYFQP1iokfPf1P3TkgVC7qtx6AfUWdeG/NpRRVxOFya7OikTXUwPALfMn6V58VsurzQr5dcViTWM6UTPpr/xRVH5CbODVJmI9TXGhn2w++WdhjLkvGYFC47uaumsWzbnd/au0hhFlsjOi1lcsHraZzqDajzdX6UOZEXYEHhSznfrKc+8l05ZPorgx+MIrCirRofor1jYLpj7xwX7q/Al2Q16z1WpzYO+fjsdY3DTEISbOiqBiNdkKsFYRHFhAVu4/I6P1YQspbvL/DE0ZpXRrV9ji8Adj0weG2UmFLpriuG6V1Xam2J+K0RzZJ3hsYjXVERh8gNLykSZ11wHgVTMVxhG3rjbGq6Wi2x+ygvkdOcJPlIwYU13L9rmJ0wKEwX236rugQcqNCgh4LwEB7DhPrNgDwZsRovrAO4DtLL1yYNImnZ8oBOscdxutV+GrbUMpqoli68UJNYgHIvigBk1lPabGdbZvKUVX46ch7hhDi3CUJcwtWfeYbZe7dL4qbpmfQd1AMer02o8wuj5Fvtvu27x7RayspMaWkWv2b0HK2htr3MNK+m3ql6W5WF9p+CnoscfVO7vk+j/PKmiap0Q433fKCPPLk1hNyoDO6+uYJTjDLM8A3IKno3Dgdx9dTqiiKB73iwqBz4PaaqXHE4WnlejiPqsfhDkNVDYCKQefAbKkkNLyIhgpKnd5BWEQe4VH56A3+Twg7bSoYy6II294LS14KOo8Br9GJM67UF/ORZFk1BX/ZxGOT5W2xVv45IIVyi4HPusYEPRaAeHcVv63y7e75raU3K0L6s9Q6mC+t/TSJR6/zMPq8jQBszu1NeU0UAJV1EZrEY7boGTHGVzv99bIivG1gQ5kzISPM5wBZJUMzMunvOAOHx2Iy66iqcBIZbaJHpm8kKibeTEmR/RS9W1eouZ4JQ1cRaW1aZpAccgDwEuzPO7mGBK6s+55wtenjcKFtO++FjURVghdPqdXEK/2TuehgJcOLqhtHmAF65Zg4kOwiaFdsDR7qM/aDV0FvOzKRrD4Efb0Vnd3cmDQHbSKgV09o+OHmk+sUMLWw2kJrMutthJrKMOntGPV2dIoXp0X1TfpTvEcmIAah9OIIfVUYloJk9DbfhxlV78aRVIIzvtT3HNWEa5Ysdyo0MPiYZPmd3ol4dArv9EqgKCz4WywbVDd3Vy4hVHWQp4/hXxHjQFGo1odSrQ9Fi1kdg7pvJyqsBrvTxJqdWRpE0NTw0fGEWA1UljvYvE67NfL9Jflt+yeT/rQjHyuOU17q4PJrOxMZ3fTyY3xS8JfjqnNYWfnjUIyGpm/mFr2dOHNx0OMpNUTyRMz1fBg6vMn8+VhvLec5DwU9nlqTgY8z4nh+cGe2xB8dwTW7FHoc0ODysU7FE1qPK6EMe9c86vrspmbAT9T12IcjpQhjeTSKI/Bx6Q0ujCYbBqMDvd6NTucNXoKqcxNuLsdsqEd3zH7OiuL11SmHBC9ZBjBWRqK3haAqXhyJxdSctwtnYgnoVLwml6bJ8pBt5mbJMsChCG02T7q5ehXd3cXYFSMvRE/AodOmBKNBiL6Wkb23APDdrgHYnNpuKmU06Rg1NhGA1csP4/FI+ilERyIJ83EO7Kvlndf24fU2fTFMSNKmnrC4Ko53V19Onb3p+VNC9msSj1fRsTA8m6ejJ1GmO3rZf7QGZRkNykKMvNM7kblZqew5UveZccCI2dEGZq0fWZPZmViKPS0P1RyEEoQ2SG9wBqdO+TiO5MM448qoPW8XjtQiMBxdo1k1uTRNlhWUZsmyVs637eAS21YA/hVxMQWGWE3jATg/fhlmo4uK2nA27cvUOhyGnh9HaLiR2moXG78t0Tocv0hJRvunePQBuYlTk4S5BTt/rOKjBfubHNNihLlBaU00/119OdX1R5d5SrHu1ywegB3mzjwUdxMbzOkADLXvxeoNbsnK8QrCzfy7XzLfDLJRE+qld462I2RCe6rJjb1LviaJcUuOTZYLEtxtIllOdZdxe/VyAL4I6c+akN6axgMQay6if/RaAL7aNhSvxrP49QaFCy5JAuCbFYdxuyRTFKKjkYT5BL7/rozPPsxr/D4+UdvLgRW1kfx39RVU1oYDkBKizcS/Y9XqQng+6ipeixgLwEj7Lo0j8imJ9fDVcBslMW4MwV/0QIhTKkhws76fXfNk2ex18vuKJVhUN/sMicyPGK1pPA3GJC5Bp6gcLElib+GJd0QNlkEjYomIMlFf52bd18Evh2stMsLc/um8uoDcxKnJpL+TWP1FEWHhBkZdnERcoqXJDsxaqK4P57+rL+f6sSuJNZcQoq/F5tF4dylFYYV1ADuNqVxe/4O2sRxLgYLEM9wiWYgAy0t2YzN7KY/yEoBV/c7YlfXfk+opp1Yx8/eoK3Er2r8ldA3dSbewXaiqwsofhwHafqjQ6eDCS31THr9beRino50tjXEMyW/bP5n0p5028JLdtn32YR4/rCvFbNETEaX9Jf5aeyjv7p9OiT2pTYwyN8g3xvFGxEVB2WlPiPasLKZtJMsAi0KH8al1IPMiL6PUEJydFk9GwcOYxCUAbKscQnGV9rXU/YfEEBNnxmH38N1X7Xd0WQhxdrQfTmjjVBU+mH8Aa6iB+CQLVRXaT9qq94Tz7v7pmm1gciKuNjA6JYQ4fR5Fz/yIMVqH0SjaVIZFX4/Ta+KbkvFAvqbxKAqMvsw3urzu62Js9e37qpWMZ7R/ipRPaEYynNPg9ar899UcElO1WSmjJXavlT01Wm1VK4QQra/cmcBr+/5IkiWPOnckWifMIVYDlWVOomPMfNNOtr8WQgSGJMxHLNv5qd99Jwz/nV/9DBEpfvUzhvu3C1iEtbNf/QBc5lS/+hX7uZPb2UwfdET6VzpTZvHvknRm+H6/+gEkWav96hfu8W/VB4s7+ENMdoN/Nag1ev92ninS+79L3g5vV7/6ba/v4Ve//VW9/OoHQHFXv7rF5fn3txyR5+fbRcGZrdHuAg4RBhThLt7n1ykdxZv86nei9wGno5oPN2izu2BrkhHm9k8nNcyakYRZCCGEOAmTuf0nyyCT/s4FUpKhHXnkhRBCCKGJ9957j+HDhzc5tmTJEsaNG0dWVhZTp06ltLS0sW3NmjVMmDCBrKwspkyZQm5ubmPb9u3bmTRpEllZWUycOJHNmzc3tuXl5XHrrbcycOBAxo8fz8qVKxvbqqqquPPOOxk8eDBjxoxh4cKFgfsPi3ZLEmYhhBCiA2hr6zAfOnSIv/71r02O7dy5k5kzZzJ79mzWrl1LXFwcDz30EAClpaXMmDGDe++9l/Xr15Odnc2MGTNQVRWHw8G0adO49tpr2bBhAzfffDPTp0+nrq4OgLvvvpv+/fuzfv16Hn74Yf7whz9QUFAAwKOPPorVamXNmjXMmTOHWbNmNUm22xKdRx+Qmzg1SZiFEEIIEVQej4c//vGP3HDDDU2Of/zxx4wbN44BAwZgsVi47777WL16NaWlpSxbtozMzEzGjh2LyWRi+vTpFBcX8+OPP7J27Vp0Oh1TpkzBaDQyadIk4uLiWLVqFfv27WP37t3ceeedGI1GRo8ezbBhw1i6dCl1dXUsX76cu+66C7PZTP/+/ZkwYQIfffSRNg+MaLOkhlkIIYToAII56c/tdlNfX9/suE6nIywsjFdeeYUePXpw4YUX8t577zW25+TkMHDgwMbvo6OjiYyMJDc3l5ycHNLT0xvb9Ho9nTt3Jicnh8rKyiZtAN26dSMnJwej0UhqaioWi6VZ24EDBzAYDHTu3LlJ27Jly1rlcWhtsiufdiRhFkIIIUSrWr9+Pbfddluz46mpqcyZM4fFixfz3nvvsW3btibtNputSWILEBISgs1mw2azERYW1mJbfX09ISFNl361WCzY7fZTth1/voY2IY4lCbMQQgjRAQRzhDk7O5tdu5ovEGq325k0aRJPPfUUoaGhzdpbSlZtNhtWq5WQkJATttnt9mZtdrv9hP2ObXM4HC22tUWySoZ25JEXQgghOgA1ALcztW3bNg4dOsTUqVMZMmQI06ZNo6qqiiFDhlBQUEB6enqTlS/Ky8upqqoiPT2d7t27N2nzeDwcPHiQjIyMZm0Aubm5ZGRkkJ6eTn5+Pk6ns1lbWloaLpercQLgsW1tkUz6044kzEIIIYQIiiFDhrBlyxY2btzIxo0befnll4mMjGTjxo2kpKQwYcIEli1bxsaNG3E4HMyePZsLL7yQ6OhoLrnkErZt28ayZctwOp3MmzePpKQk+vTpw8iRI3E6ncyfPx+Xy8V7771HaWkpo0aNIj09nYyMDF544QWcTierVq1i3bp1XHbZZYSFhTFu3Diee+45bDYbW7duZcmSJVx11VVaP1SijZGEWQghhOgA2tqyci3JzMzkySef5JFHHmHkyJEUFxfzl7/8BYD4+HheeuklXnzxRYYPH86aNWuYO3cuiqJgMpl49dVXWbp0KcOGDeOtt95i3rx5jaUVc+fOZdeuXYwcOZJnnnmG2bNnk5ycDMCTTz6J2+1m9OjR3HXXXdx///0MGDCg9f9zrUDn1QXkJk5NapiFEEIIoYnhw4ezbt26JseuuOIKrrjiihbvP2LECBYvXtxiW+/evXnnnXdabEtNTeW1115rsS0qKoq///3vZxC16IgkYRZCCCE6gGBO+hOBofPIaLBWJGEWQgghOgDJl9s/WSVDO5Iwt4Il6+b61e9nY//S+HVoqJdxY+tZ+kkoHo9y0n660Fi/zqc/bq3JMxGji/ezZze/epW6TX6eD/a5Qk59p5bOGZ7g3/lC0vzqB5BqLPKrX5yx0q9+ZpPz1HdqZQ7Vv+ey1BvlV798e5Jf/QDybZ386ldVk+JXP2NJ51Pf6QTi8lL96heT69/rgC6vxK9+nqIcv/oBOAo3ndb9FEVFVY++bvr7miyEECciCXMboNOp3DWjioQEDzoFPlocdupOAWbUuXB5jVqHIYQQJ6Ey+kI7+/YZycuXt7NTkZKM9k93igE1ETgytt8GeL0Ky1f4RkVHj7ZzXh/HKXoEVp+k7Tx86bOkRBSc+s5CiA5Hp3iItFRpGoM1xMuvbqvh/GwbefmyjqwQIrAkYW4jNmy0sGGjGYCf31hLVJRHkzgUvFyeuYzIkBqmjXpV86RZp3qZ6llGolqpaRxCCN/rw4DULfx+zIt4vNolqWldXPzh3kr69XXy/SYLIKNup6M9LCsnTk6WldOOPEptyHvvh1FcrCc0VOXmX9Sg0wX/1UhFxytrbudwTTxh5nrNk+Yp6mpuUNfwsuefDPPu0SwOIbSiqF4GenOY7vmMUNV+6g4BkhG3l7vH/INbh73NtsI+1Dq1KB1TGX2hjd/NqCImxgvA99+bNYijfWoLO/2Js6PzKgG5iVOThLkNcToV3pgfjssF3bu7GX9pvSZx1DjCeWn11KZJc8hBTWL5RunNQWKJxMZfvQu4zfMlOtWrSSwAYZ7gT5oTHVOSWsGtnpUs8Pyd57xvsknpTp3i/8Rdf6WGHGRaxmx+e8GrdInOo8Yexqq9FwY9DmuIl9t/VcPPJtahPzK4vX+/gdIyKccQQgSezJJoYwoKDCxaHMqk6+q4eJyNffuM7N7j/4oR/mpImn97wT9JDC/hzp6z+Mfu+yiwdQlqHPuVRKbr7+AP3sWMVX/iZvVrzvMe4mnddVQowR3hMqoe3ihYTq4xgsXh3fjWmoxHkc+c56oQr4tYj50iQyjuID3PFtXJBep2LlM3M1Dd33j8fWU463Q9gxJDg1hTMVekfMSQ2LVNji/bOQ6HO7ijumlpLm65qaZxVLnBxk0yunwmpISi/ZN1mLUjCXMb9O0aCz0yXAwY4OQXU2r4v+eiqa0N/h9JW0mabYqZp3ST+FFN47fezxik5vJPz8s8qZ/Mj8oxS7qpKiiBu7Q00F5KlNfJQEcpAx2llOotfBqWxkaDmQrj0Q81WbWV7AkJo04f2D8vs0fFo4Bbd+L/8/ASO3vCjZRbtB2FM3tUuta6qDbqqDHqqDUoAX2uTiXBaSfW5STK7SLa7SLK7SLS7cLqzCXWYyfWY8egepkTM4C88PDABqOq9OUgl3k3M0b9CStNr2LsJZFXdBcHNoZjmHQOJqS8z/nxKzHoms6lKK2NYe3+YUGLBSAqysOlF9djMDTN9jwe2LxZEmYhRHBIwtwmKbzzvzA6d64kJsbLL6bU8MqrEU3WGQ2WhqR5+kWvkRRS2CxpDtHXYfOEBj4QRWGRMoxdSgozPQtJpIrZntf5l+5i3lWyQVG43buC1/SBSyzWhyRye/JYrqrN5ZLaQ8R57NxctYspVfBDWBQrouPZbo2gk8PGLw4f4oVOGeSb/VsT+nQML3EwvNRBhUlHiUVHiUVPiVlPqUVHpUmHqigYvXD73lp2RBpZk2CmLvhX9AFw6CCj2s15VS4APArUGBSqjTqqTbrGRLraqFBm1lNtCuwHxGi3i9/l7yPM2/Lk2nKdmZkJw9hu8W/N8zOhoBKh2khXi5oly3YMPKWfhEsJ3hKPTq+Z1SVjUYExicubtH2yfTweNbhvG5WVel59LZKrJtQx9iJb4/GdO43U1clo25mQEeb2T5Fl5TQjrzZtlN2u48354Xg80LuXq8kbhcnoCmosNY5wXtz9R4psyYQZarmz5yxSQg5i1ddyc9dXgxrLTqUTU/VTWadkoEdlqvcLnvC+Q6paxi/Ub7jYuyWg599vimBuzABu6DSe52MGsM8YgR4YUlvJA4f28GzONjLrakh0OXjswA4G1VQELJZYhwcFiHF66VXtZlSxg2sO1fObPbXcvb2am/fV0qnOjQL0qXLxqz21jD/kJMoR3Bpwk0clxeahOETfOElIr0KUS6VLvYe+lS6ySxxcVGQjtd6DMwivSjmWUL6Mbnkznp2mKKYnjwlKsgygKjrWKT3YonRt1vYP3eUcVPzdNMh/No+VnhE7mhw7VJHKlvz+QY8FoHdvZ+Nr4MYjk/w2btLo058QokOSEeY27MBBI598auWqCfVcflk9+3KMOOwKI4f8yKffDQpqLDXuSF7c/Udm9Pxb40jzhrJszovaSs/wn9hdc17QYqlWrDysm8IU9Rt+6V3JKHUXWZ79APzeu5Qt7okUGCICGoNNZ2RJeDeWhHVlNLsYV1nMsJoKklwOkly+dbRDvF5+n7+P9+NSWBybjNrKJQgfdbES7fQSb/cSb/cQZ/cQ7/AS5fRiUiHZ1nT0VAf0rvTQs9LDrig96xMMVJpbLzvVqSpRDpU4u5dYu+/fOLtKhMt20n5OHXwfY2ZDnAm7IbDZcoLTztjKEi6sLG1xdPmL0E7MjhmIUxe8EpY4tZpHPQvpxyEAbBgJwcUqpQ9LleD+nQOEGaq5s+f/kRKST507lB8qhjIq/iuW/HQ5qgZjLJERHn7x8xoAvt9kZsHbYYSFefnpp+DP7WjvZIC5/ZMVLbQjCXMbt/KrEDLSXWRmurj5FzUcLtbTqcsBPl+bhVcN7pvX8UnzRYnLALgq9T1m78wM6pupquhYoFzIdjrxiPd9YqgDwIqTmZVf8dvYCcGZkKco7A0JY681jLfdLqYUH+L86vImd7mutIAu9npeSemGoxUTMVVRKDfrKTfr2RV59JK90aMS5/AQb/eSXWwnwt30bVIHZFZ66FXpYeeRxLnqLBNnRVWZut2O6QSD104dlJj1WD0q0U5v47FNRxJlWwATZZ2qklVbybjKEvrVVTcer9Eb2GcJJauuCi/wTnwnXgsZHNTa6oHeHP7kfY9o6nGiZ47uClLVcsaq23hOd1XQ67yPT5Zf2n0fVa4oYk2l7CnpEdRYwLfl9S9+UUtYmEpJqY6F74UCCm+8GY7LJYnDmZKSjPZPSjK0IwlzG6eqCgv+G879f/DVM/tmibtI73SYPYeSgx6PTvGwrSqLpJDCxmNdQg8wIHojmyuCOxkoWq1huLqHkOPqPvu4Svh1zff8M2JoUOPJsNUxpKayxbahtZUkHtjJ31MzKDEFdqKSS69QaDUQ7nI1SZbtOqg1KdQYj7mZFEI8UHWWEyZVRaHaqBDjUKkwK5RZdJRaFEotOgrNZqqMvkl+N++rxanAD7Em1seZA5ooR7pdjK4s4aLKEmLdR8uY9oSEsiIqgQ3h0WTVVtLDVstLKd35MSwSbMF5M1JUlZtrN3O7dxM6oIBoHtdfz14lmQu82/lO15NaJXD17y1pKVnOs/km1c7P/Q0Q/DWgL73ERo8MF243vDk/AofD9/tit0s1oRAiuCRhbuOGDLYzcoQdi6Xp0F1Wj/1BT5iNioNLk5YyMn5Vs7YJKR+wtWIQ3iD+ShnwUqtYKFfDSKVprfCUuq1sMKeyyZwSnGBUlXKjkZdSuhPl9q2+0LACQ+SRfzs5bPx5/3ZeTE1ne2hgS0ZQVXSoLEyzNk6oc+oVzErg1pFe3NVEvUHBc9yqHY4jV0LMHpWDoXreT7NSH+DSixSHjadyt2M4chHaoej4NjKGL6MSOGixNt6vVm/g8a6ZHDYFrx42wmvn0cpVjHDkAb61xp/VTaTuSIL8jdIbNcjLFZ4sWQao84SjD3LC3C3lMJde4luLfvHHoeTlydvV2fLKCHO7JyUZ2pFXIA3VF3x9yvt8exjiIxLp3r3pBKQ+3Q6glhhwnsEMKfNZLHOmB7zABwcuY3XYYC7v8zlZqT82tsdbijlf/wlrckc26Rfr9W/CktGRduo7ASvozwpuprd5NxeEfcMI6wYsOgc64LHSb5lhv59qTm+95po4/2LdHulLyrcf36A/cjsyoKxXvUSrNqKrbOytjUVVFPZaqo/vdVpCjLWnvM8nAJ4jtyO5jlEX/I1XXN6jtaYfWoBThw6AzeXfOttOewTbVZXf6AsBlffNfVlq6kmdzgzV+G5HHP+c6ar8+x2IKE08rfv10h3gQdP7JOgq8ag63qmYzCc144lA4Uw/QkX4mUDq8kqafB9mqmX6qFdJDimi3hnCy9/cTmGVFT1N7+c5tNuv8znyvz/jPqFWN9f/4gA6HWzeUM3n/2v213UKD53xOYUQ4mQkYW7jPB54f8Fh9uyo45fTUwkN89XAmk0qfTNr2bQlwCOVLSipjefN9TfxVfRBJpz3KRnxOQCM772cjQcH4fQEe21UhZ2OXux09OLN8l/QL/FrLjasp59+H783vcMTztsB7T+VexQdpUoopbogLMPX0SkK08OvplwJ0XS956NUrjKs5nbjYoyKhzJvBH913kpBTfAn9R2rMVmO9CXL8775DflVqZrGpCgqP7+uiMgID+WlLt74Z4Gm8ZxLpIa5/VNaXglTBIEUgrUTWzfV8uSD+8jZfXS77EED/BudbC0HK7rw0jd38Mqa2yioSiLcUsuYjNWaxuRQLSz3DONBxwxutz1CjprKMP1PmsYktFGus7aRZBms2LnOsBKj4mGzpwd32e9ju7e7pjG1xWQZYHR2BZm96vF44F9z86ivC+4yiOcyNQA3EVw6rxKQmzg1GWFuRyrK3PzfE/u5fur5XHRBBb0y6gkLdVNbp+XTqLDzcG92He7JoM6bGdtjFWtyR1DrDO621S0pUuN4y3W51mEIQT0h/MV5K0P1O3jbNR6vxmMVOsXD1PP/1eaS5S6dbFxxaSkAn62IY9/uMy3FEEKIwJCEuZ3xemDJ5/Hs2x/Cz68rYmD/GlZ/F611WKjo+P7QIDbn9yfcXKN1OEK0Obu8Xdnl7ap1GAB4VT0rdo/h2gGL+ee3t7eJZNli8XDTDYXo9bBrr5WVq7V/XTvXaLFbrGhdUpKhHUmY26kdu8KY/Y80Rp8fuJ3k/OHxGqi0yRudEG3d5vwsdhzujcPdNnbMyx5WRWy0m+oaPW8vTJLkTgjRpkjC3I5VVhn5+LN4fJVk8uYihDgzbSVZBli5OhqvB/KLzBqXmZ27ZNJf+6dISb9m5FWpnfNKsb4Q4hygqgpffRujdRjnNMmX2z/FE6hnUXKJU5FVMoQQQgghhDgJGWEWQgghOgDZ6a/9k5IM7bS5EeannnqKZ599tsmxNWvWMGHCBLKyspgyZQq5ubkaRSeEEEIIITqaNpMwV1RU8OCDDzJ//vwmx0tLS5kxYwb33nsv69evJzs7mxkzZqDK7AUhhBDitKlq699EcCkeNSA3cWptJmGeMmUKer2e8ePHNzm+bNkyMjMzGTt2LCaTienTp1NcXMyPP/6oUaRCCCGEEKIjCVoNs9vtpr6+vtlxnU5HWFgYr7/+OomJiTz44INN2nNyckhPT2/8Xq/X07lzZ3Jycujfv3/A4xZCCCHOBTKOeA6QQnTNBC1hXr9+Pbfddluz46mpqXz55ZckJia22M9msxEW1nSb5ZCQEGw2W0DiFEIIIc5Fkmu1f1I+oZ2gJczZ2dns2rXrjPuFhIRgt9ubHLPZbFit1tYKTTPLdn7qV7/x5/2sdQM5DWaP269+ent3v/pF1Sf51Q/AWh7vV7/askj/+kUn+9UPwB5a6985Q+r86qfqgj/FWvH6V/lltIX61S+qLuzUdzqBsIpw//qVmvzqZyp1+tUPgIJDfnXzFOX41c+R/71f/er2+/c6B/6/RgohRGtrMzXMJ9K9e/cmq2J4PB4OHjxIRkaGhlEJIYQQ7YtM+jsHeNXA3MQptfmE+ZJLLmHbtm0sW7YMp9PJvHnzSEpKok+fPlqHJoQQQgghOoA2nzDHx8fz0ksv8eKLLzJ8+HDWrFnD3LlzURTZxlEIIYQ4XSpKq99EkHm8gbmJU2pzO/399a9/bXZsxIgRLF68WINohBBCiHODXHk/B3gludVKmx9hFkIIIYQQQkttboRZCCGEEK1PJumdA6R8QjMywiyEEEIIIcRJyAizEEII0QFIDXP7p0gNs2ZkhFkcQ2Xy1QdJSpBdFIUQ4lyjBuAmgkyDVTKKioqYOnUqgwYN4sILL+TNN98EoKqqijvvvJPBgwczZswYFi5c2NjH6XTy8MMPM2zYMLKzs5k3b15jm6qqPPfcc4wYMYKhQ4fy1FNP4fF4Gttff/11LrjgAgYNGsR9991HfX19Y9uSJUsYN24cWVlZTJ06ldLS0tZ6ZE9JEmbR6KLzi7lh4kH+b+ZmRg0v1jocOkfsx2r0byc8IUTg6PVeBvYrZ8q1+zEZPafuIIRol1RV5be//S3du3dn3bp1vPbaa7z44ots2rSJRx99FKvVypo1a5gzZw6zZs1i8+bNADz//PMUFBSwYsUK3n77bRYuXMgnn3wCwIIFC/jqq69YvHgxn3zyCZs2beLf//43ACtXruS1117jzTffZNWqVVRVVfG3v/0NgJ07dzJz5kxmz57N2rVriYuL46GHHgraYyEJs2i0c28EuQdDCbF4+P0du5n+yz2YTdq8GeoVF/dm/42/Xz6dS9M/QafIm7Lo2BS8dIo4yMCkjWgztqeS0a2GX/18H6/M2sADM3awcUsMTpdeg1iEP2SDuHOA1xuY2wls2bKF4uJi7rvvPoxGIz169OCdd94hMTGR5cuXc9ddd2E2m+nfvz8TJkzgo48+AmDRokVMnTqV8PBwunbtyk033cSHH37Y2HbrrbeSkJBAfHw8U6dObdI2adIkunXrRnh4OHfffTeLFi3C4/Hw8ccfM27cOAYMGIDFYuG+++5j9erVQRtllhpm0ajwcAgPPz2Am6/P5YpxhYy74DA906uZ/XJvgj3enBBajEnvJMJcw+2DXmF8xifM3/JLNhcNBg0Wy9fhwYskBiJ4LAYbGTG76Rm7k56xu+gZuxO318ifv3qKYP4NJERXcv6AXWT32UxKkr3x+BvvdmX3voigxSGECL6ffvqJHj168H//9398/PHHhIWFMW3aNHr16oXBYKBz586N9+3WrRvLli2jqqqKsrIyMjIymrQtWLAAgJycnGZtubm5qKpKTk4Ol1xySZO2+vp6Dh8+TE5ODgMHDmxsi46OJjIyktzcXOLi4gL5MACSMIvjuNw6/v12Ott2RPLb2/bQOcXGX/+0hfmfxrDy+/MI1ht1YW0qv//0H1zZczE/6/0+nSLyeOiCp9hSlMX8LbdxqDotKHE0uLvzS/QO3c23lSP5pmoEObZuaJG4i9bWdM8yPW4U5dg9zHxfqyg4VXNAI4mzFtMrdge94nbSM3YnaVEH0ClHR35qnWE8/fXj5Nd0PvEPaSVGg5vRA3/i/AG76NmlsFn7xs3RfLwsNeBxiNalqm3nNeuLL77gueee4/Dhw/To0YMnnniC3r17A7BmzRqeeeYZ8vLy6NOnD08//TTdunUDYPv27Tz22GPs3buXtLQ0/vznP5OVlQVAXl4ejzzyCFu3biUhIYEHH3yQiy66CPDV2z788MOsXbuW8PBw7rzzTiZPngz46m0ff/xxli9fjsFg4Oabb2b69OnBf1BOhye4V1urqqpYt24dI0aMYOXKlWzbto1f//rXvPLKK1gslib3tVgs2O12bDbfPKiQkJBmbQA2m61J35CQELxeL06ns8W2hj7HtzW0N5wv0CRhboc+/+kjv/pd2vvy077vl/tg22odDz0WTuZ5Rn49cQW9Ezbw8r+Sqbed/kiruW6QP6FiqEnHCXy44zy+XN6FG8d8wUVZ3zMgaTP9En7Pih+G8u6qi6muD2vso+BFRYepPMWvc8aURp2gReWC3muJCy0lM3Q3v059g+K6BDbkjWB93gi25g/GrRqb9OgT8yMFdalUOmJOek5XeOwZx2nUOUiJ2k+hPZk6T9gp7z8w6nt6h+3k46KrqdJZz/h8Z0vvPPr7khW5id+lz+FAfVf213flQH0aB+q7kmfr1OwxNDr8qxgz1pzedWKz3s7jIx6gb9yPJ71fUU0yc9fey0/F/U98p3L/rsGoJQWNX0emHOK64QtJjWt+ebHeYebpt25hf6EN2A6Au3ifX+d0FG465X1sQK6ujpE9K5u1FR/28Oxje6mt3nNa51u289MzjFCc67Zv387DDz/MvHnzGDRoEP/617+4++67+fzzzyktLWXGjBnMmjWLUaNG8corrzBjxgyWLFmC0+lk2rRpTJs2jcmTJ7No0SKmT5/O8uXLCQ0N5e677yY7O5t//etfrFmzhnvuuYclS5aQkpLSpN52165d/OY3v6FHjx5kZWU1qbctKyvjV7/6FWlpaVxxxRVaP1SaM5lMREZGMnXqVAAGDRrE+PHjmTNnDg6Ho8l97XY7Vqu1Mam12+2EhYU1aQNf8nxsX5vNhsFgwGw2t9gGEBoa2iTpPra94ecGmiTM4oSKD3u5764qbrndyg1TrIwaWU1GdxvPzenEvlzfp76UZAcFhYEdeauqC+efS6/lsw0jueWSpfTrlsMlg9dz/nlb+ODbi/h0/UhcHiP9u+/FYnKyvsy/hPnEFB5b8SxDU9cytNNaMuN/IiG0mCt7LebKXoupc4WyqXgo64qy+f7wMGpdEURbynhk2KPM23o33xSMoTVHo7uEHuDlwbcDUOWKoMieTKE9mQJ7MkX2FN/XtmQOO5Jwq0Z21mTy1/Me4Ja0N1lafBn/K5pEoaO1H6PTs7lqEDtrMrkyeWmT4x5VT54ttTGB3l/XlY2Fo6j3hAYsFofHwrMbZ/L3MXcQYylv8T4f7/wZb22+DYfH0mJ7a9pXkMritRcy9coP0SlHk36708hf3rmVfYWdAh7DsQqLTM1qVN1ulb/8uYaaailebY/ayoJk77zzDpMnT2bIkCEA3HbbbWRnZ+P1elm2bBmZmZmMHTsWgOnTp/PGG2/w448/UlFRgU6nY8qUKQBMmjSJN954g1WrVtGrVy92797NggULMBqNjB49mmHDhrF06VKmTJnC8uXL+fzzz5vV22ZlZbFo0SKee+45wsPDCQ8Pb6y3bZMJc5CXlevWrRsejwePx4Ne7xv88Hg89OnTh40bN1JQUEBKiu/9JDc3l4yMDKKiooiNjW1SKpGbm0t6ejoA6enp5ObmMmDAgMa27t27N7bl5OQ0nj83N5eIiAgSEhIa+zUoLy+nqqqq8ecGmiTM4qQ8HvjPK/XsOtibu6fnk5To4pk/5zL/v4ks+TSGa64qY/tOKyu/jgp4LAeKk3lywe0M7rGTmy/+hJTYMm4a9xmXDFrHgi8vQ6d4mTHxPWYtS+CHg1mteu6Cmk4s2jmJRTsnEW6qZnDqeoamrmVQykZCjXVckPoVF6R+hcer46ey/hyo6UaEuZoHhj7JBQVfMW/r3accbT5d0aZynF4jJp2LSGM1kcZqeoXvanY/r6pQ4oin0J6Mw2smwljDpOQPuSZpEavLz+fdwuvZVtu3VWJqSiXCUE2KuZBkcyGdjEUkWQpJsRSSbCkkwXy4WQ+94iHNepBOIXm4vQbWlJ0fsGQ5ylzOkMR1DE9aw8D4jZgNjmb3KaxJZu7aP7C9uF9AYjhez04HuPWSpfRIzWty3Ok28H8Lb2bXoa5BiaPB0EE1zJhaQHi4B6dTweOFEIvK66/Ws2O7O6ixiNYTzEl6bre7yXJgDXQ6Hdu3b2fMmDHccsst7Nq1iz59+vDYY4+h0+nIyclpkgDp9Xo6d+5MTk4OlZWVzZKjbt26kZOTg9FoJDU1tckl+4a2AwcO+F1v2+YEuSTj/PPPx2Kx8OKLL3LnnXeydetWvvjiC/7zn/+Qn5/Pc889x1NPPcWePXtYsmQJr7zyCgBXX301c+fOZc6cOVRWVvLWW29x//33N7a99tprjBgxAoPBwD//+U8mTpzY2DZz5kzGjx9PcnIyc+bMYcKECeh0OiZMmMBNN93EddddR79+/Zg9ezYXXngh0dHRQXksJGEWp2Xz1jDufag7d/82n/596/nVzYfpd14diQkuRo2sYu8+C4fyAz8KBwrf78lk874eXDp4HZMv/JLE6Aruve6/VNdZMeg93HvJizz72b1sy+8TkAhqnBF8lXsxX+VejEHnpE/adoYnr2FY0hriQ0roH7+Z/vGbG++fnbKavrFbePnHu1idfxFnO9q8sWwE47/5glhTGcmWApKPJKLJIUe/jjOVolNUEi3FJFqalgvoFS9jYlczJnY122r68G7h9awuH4XHz0mNwyLXMzRyoy8hNheSYi4k1ND8jfJk6t0hLCm6ig/yr6PIkQyA8RR9Tp9K5/ADDE/yPUe9onc0GcGtdYYRZvItX+hVFZbs/BlvbfklziCMKsdHVvCLsZ+RfZ6vLMTt0fPJ+mwG99hBYnQ5z703hR9zM07xU1qPweDllp8XM+Fy34h7foGJ5+Z04qYbD+OyVfD+/2SNdnF61q9fz2233dbseGpqKnq9nnfeeYd58+bRq1cv5syZw/Tp01myZAk2m63xMn6DhjrV+vr6JnWxcLQ29lRt/tbbdnQWi4X58+fzxBNPkJ2dTVhYGH/605/IysriySefZObMmYwePRqr1cr999/fOGr8+9//nmeeeYbLL78cRVG45ZZbuPxyX1nolClTKC0tZdKkSbhcLq666qrG35WxY8eSl5fH1KlTqa6uZvTo0fzxj38EIDMzkyeffJJHHnmEkpIShgwZwl/+8pegPRaSMIvTVlFp5Im/pHHdz0q5/roShg46ukbyH+7O54FHu+Hws+70THm8Bj7dcD5f/ziQyReu4NLB64gI9SVpJoOb+8e/wDOf3Meuop4BjcPtNfFDyVB+KBnKy1vvonvkXoYlrWFSxjtNRi4jzNX8cchTjEr5inlbf3/Wo80qOkqd8ZQ64/mxekCzdqPiJNFymGRLIX3Cf+K2rv9p8ef0Dd9On7A/s7FqMH/f/zsO2ruccSxDIjdxY8rCZsdtHguFjiQKbb4ykYZ/dYqXp877EwDFjnjez5/EksKrTqse+3TpFTeZMdsak+SUsIIm7QW1KawrOp/1RdmU2OL51yU3UVCbytw197KjJBCj7k2FGG38bOASruj3OSaDb8R27Y7zWPDlZRyuiKV7cj7vfHUJP+ztHfBYGiQlOrn3d3lkdPclCiu/juTV/yRjd+j4fnM4yz44iCqVGO1aMEeYs7Oz2bWr+ZUvgCuvvJJLLrmEfv18V3DuvvtuXn/9dXJycggJCTlhnardbm/W1lAb21K/Y9v8rbdta9QgjzADpKWl8dprrzU7HhUVxd///vcW+1gsFp544gmeeOKJZm16vZ577rmHe+65p8W+t9xyC7fcckuLbVdccYVmpTKSMIsz4lUVFn4Yh8nk5bqJZY3Hu3Ry8JtfFvLiP4M7c77ObuXzjSPo2zWHLglHL/VbjE4evHw2Ty35I/tKugcpGoWcqh4MS1rT4mV+gOyUb+gbt5VXtv6OVfljCdRKGy7VRJ6tM3m2TlyVvAgAt1dPniOV/fVp7Ld1Zb8tjQO2NA7aOp/VChBbavoRXlxDgT2ZAkcyhY5kCh1JVLiiAaXJpD+Am7u8wa6anvwv7wa+Kr0Ij9q6L0O/Om8el3T5tHHUGHy/tzvL+7C+KJt1Rdnk1Xah4bEflLCej/ZO4q2dv8JdFdilAxXFy9jeX3P9kA+IslYDkFOYwhtfXMmOg90a7/evT6+moCwhoLEc6/yRVUy/vRCr1YvNrvDqf5L5anVUY/uny6Kpl7pl0Uq6deuG0+ls/F5V1cZb9+7d+eyzzxrbPB4PBw8eJCMjg9LSUt56660mPys3N5cJEyaQnp5Ofn4+TqcTk8nU2DZ8+HDS0tJwuVx+1dsK0UASZnFGDAYvM6YWcOH51c3axo6uYtv20CZvtIEWbq1lytjPiY2oatZmNdl5+Irn+PPHD3KwPPBLcYGvPtblMfHG9l8D+JYnU3ybyCpHvkdRSQk7REbUbnZ4AjuCGGGoZkXxJby2/zfk21JxGFv/CsC3FefzbcX5p33/5cWXMP/gLQTqw4JFbyfMVIvdbeGHksGsK8pmY9EIqpwt17ltLhnMpuJhAOhxBSQmgH6p27h55DukxfrqlMvrovjviov5emsW6nF7SAUrWTaZvNx+SxGXjK0EYP8BM7PmdGphIm/bWY5M+K+tbDRyzTXX8MADD3D11VeTmZnJCy+8QNeuXenZsycxMTHMmjWLZcuWMWbMGF555RWSkpLo06cPLpcLp9PJ/PnzufHGG1m0aBGlpaWMGjUKq9VKRkYGL7zwAr///e/57rvvWLduHTNnziQsLIxx48b5VW/b5nhlEy+tKKp6bl1kKymp0TqENutMlpU7njXlwmO+U+nZw8bo86sYNbKa8PCjf8B2u8IfH+1OXr7vDdec7Oeycgln9ulewUtqXAm9Oh+kV0YJPRP3khJVBECVLZzHFz9EQeUpVoaIifIrVk+Y/9W2rnD/EhGX2b+Z0h4Ndm48foT5dPm7rFwPZS9xISVsLRmI03tmI+f6Wj8T5vLKEzalRBVw04h3GZy2BQCHy8TiLZfz8ZYrsBeWnbDfqZztsnKdU+384a58unT2XQ35dFk0ry9IxOVq+XGvL/jar/PJsnInFx8fHrRzJY5o+RL42Ti89nm/+i1atIiXX36ZoqIizjvvPJ566im6du0KwNq1a3nmmWc4dOgQmZmZTdZh3rlzJ48//ji7du0iLS2Nxx9/vHEd5vz8fB577DE2b95MXFxck3WYKysrmTlzJt999x1Wq5UZM2YwadIkwFeC8cwzz/DFF1801ttOmzbt7B6YABk/NefUd/LD5/8M1pXY9ksS5g6k9RLmowx6lYEDarlwVBVDB9VgMqkcPGTmj492w+nUBS1hPpYS70uMwy3V9EjcR6/EvcSFlTF/7Y1U1keduKMkzAER7IT5dNdhbkkgEuZbsxdwRb8vAFi163ze2XAd5XW+GvZj12E+U/4nzN8zbkwlv761CLNZpa5Oxz9eSWHthpPv2icJc2B01IRZ+EcSZu1ISYY4K26PwoZN4WzYFI41xMOIYdWMHlXF7bcUMe9f2qz126DGHsGmAwPZdGDgqe8sRIC8//1EEiOKeW/jz8gp7XbqDgE2cUIZt07xrZyye08Is19MpbjEpHFUIhjaSkmGOAtSkqEZSZhFq6m36flyVTRfroomNsaFydRWlskXQju1jjD+9lnrj+z5a9XqKK6+vJyvvonk7f8l4PFIfbIQQpyKJMwiIMrKfWUKgd0DUAhxpiqrDPzu/nTq6wO7Iohoe2SE+RzgkY2DtCIJsxBCdDCSLHdMcjG//dNiHWbhE5xdJoQQQgghhGinZIS5A9FitvqE4b/zq5+52r/VNQAMZWl+9dNH+bfpij7C/1379NZQv/odv83radNp8BnZ62ctu79b09bX+dcP8FaX+9XPU5nvVz93xQG/+gE4ijf51W/Jurl+nvEhP/uJtsIjJRntn1dKMrQiI8xCCCGEEEKchIwwCyGEEB2AW0aY2z+Z9KcZSZiFEEKIDsAjW5y3e6okzJqRkgwhhBBCCCFOQkaYhRBCiA5ASjLOATLpTzMywiyEEEIIIcRJyAizEEII0QGoMsLc/kkNs2ZkhFkIIYQQQoiTkBFmIYQQokOQIeb2TvW4tA6hw5KEWQghhOgIJF9u9yRh1o6UZAghhBBCCHESMsIshBBCdAgyxNzuybJympERZiGEEEIIIU5CRphFQC1ZN9evfpf2vtzvc5oiM/zqZ4zo6lc/Q0Rnv/oB6CyRfvVTTFb/+hlD/Op3NlSXzb9+znq/+nntVX71A3BXH/Krn6t6v1/9nFV7/eoHsGznp373FR2U6tU6AnGWpIZZO5IwCyGEEB2BLMTc/knCrBkpyRBCCCGEEOIkZIRZCCGE6BCkJKO9k5IM7cgIs2iTYmLA6l+ZrhBCCCFEq5IRZtEm3Xk3jLoA3v0vLHwHamq0jkgI7el0kJICIfJhUvhDJv21e6rXqXUIHZYkzKLtUR0MGgyRkQp3TINf3KTy/nvw37egoiL44eh1XjxeBVCCf3LRIZktkJYGaV2ha7ej/3bpAvl5cPcMrSMU7ZIkzO2flGRoRhJm0fYoZm64Fq68SuXmWyElVeGWX8L1N6os+hDeehNKioMXzhWX5nHblD1s2hrL95vj+H5LLMUlwV+e7Wzo9R48Hr3WYQDQI62Q2joLRWVRqKq2H0IS42sYNSQXh9OAw2mgvrISu0OPw67H4dRjd/huDoee+no9dkfgXjL1evjd7+HC0ZCUDDpd88dm248q994N1f6vnCeEEMIPkjCLNsnphA/fh8WL4NLxKrf+Crp2Vbjh53DtJJVPlsCbr/tG245ltUJr74M0eEAZ8XEOxo8tYPzYAgDyCqx8vzmWTVtj2ZoTR2V18wT6pms28eFn51FnM7dqPBeN2EmtI5Li8ghKKyKot5/659/2s68wm1wsXj2KvMPxrRrPmQoNsTPvsX9RZzORm5dATl4i+w4lknMokdy8BOxOU9BiOVwSRkbXMi4bvfuk9/t6TSJzXumDvThwL5keD7z6T+jcxfch8XjfrVF56H6w2wMWgjjnyQhze6d6pCRDK5IwizbN44ZPl8Lnn8KYsSq//BX07KUw8RqYcLXKF5/DG/+B3Bzf/We9AM/8zU1xSev9as9+6Ty+XJ3MoAFlDB5QStcudXRKqadTSj0TrzgEbGbfgRh++CmFTdtS2bojmTqbmfN6HOZnl/7Ey2+NYPm3GbRGSYeiqDww9VOMhqNvfHX1Zkoqwikpj/T9WxFByZFkuiGp/vaHXsx95D9cc/EGNv7Ug4++GsmGbT3xqsGb92syuoiLrkFVFfYeTCSjy2H69sijb4+jn3q8XigoiSHnUAIbtnTms1V9Axaj0eimT49iyitPXBCcX2jlhXl9WLsxISAxHCs2DqbcBAMHNW/7/FOVJx8Ht+yKK4QQmlBU9dxaybykRGaHnQtOttNf9ii47Xbo1/9oAvrVlyr/eQ1m/x3cHiN/+GMyBw+d2Ujl6e70FxtjZ/CAMl8CnVVKUkLTIT+PR2FXTjxmk5v0tHIAfvgphb//exQH8qOb3PdMd/qzWhz85f4PSIitJTaqBr3+9P5862wmQkOajkwUlMSw+KsRfP7dYGrrz67ExGR0ERdVTXx0JfHR1cRHVxEXXUV8VBXx0RXERdcQFX56O/ft2JfKhyuG8vV3abjcZ/7B50Q7/el0Xnp1L2HgeQUM6ptP315FmE2eFu/rcOpYsLA7Cxam43SeupTlbHb6S06Gm26FCVeD2ez7nbbZVEJCfF+/87bK32c333NCdvo7N8THhwftXErf21v9Z6rbXmv1nylO7MJhswLyc79ef19Afu65RBJm0SadztbYg4fCL38FQ4c1H7mtrNLxwEPJ7NhpOe1z+rc1tkqXHpGNSdjA8/KJjmz5mrnbrWPhJ/148/3B2B1G4Oy2xtYpXqIja4mPriE+ppr46GriYqpJiK4mLrqahJjq00qqbQ4jK9ZlseirkewvSDqjOEb238G9N79/2skwQHlVKE6XgaS4o4mt06Vn1YY+fLRiGLv2pwBnvzW2oqh061zOwPPyGXheAQP6FBJmbfqhod5mZMuOZHQ6leFZvm2x126M54V5fcgvDD3tc/qTMHfu7GTKpIOMvxwMBt/v8L69Kq//G/Q6ePwphZdeVHnzPy33l4T53CAJszgTkjBrR0oyRLv1/QbfrW8/lV/eDqMuOJo4R0V6ef65Ah6dmcSGjYFcg0uh4HAkBYcjWfplJqDStVMFl164m59fvaXJPQ0GLz+/egtjs/fxjzdGsnpDt7M6s1fVUVYZQVllBDtzU1u8T0NSfePla7jm4g3N2u1OIwcKE9HpVAb0zKWsMoKa+tN/vGwOU5NkubwqjJKKSEoqIykpj6S0MpLikpDGMpGyynDcHj13XP8F149fS2lFOB9/NZilXw+ksjrszB+E4yTEVjG093YG9s0nq09Bsw8vTqeebbsT2bQtlR9+SmFXTjwej557bv+aw6VhzHm5J1+vSSSQK6Kkd3dw8y8qGDO6rnFi3/affIny6lW+keRLL4NnnlRZ/FHAwhAd0bk1PtYhycYl2pGEWbR7236ETd/DiJFq40gdgDVE5a9PF/LMswms+DJYozgKh0vDGNo/74T3SIyr5Yk/fMG3G9OY89YVlFYGLraG+t9LsrdSXB5BTl4yOfnJ5OQlkZOXRH5x3FnVCO8+kMo9s35DSUXUkWS4+UuK6rI1+V6n85IYU8WT867lmx96t+rqHePP38Yvr/228XuPR2Hnvnh++CmVTdtS+Wl3Ik5X8xi37U5i3lsjqS0parVYjpfZ284tN1VwfvbRDxg/bPIlyuu+a3rfFct99ftCtC6Z9NfeyaQ/7UjCLNq9rIEwIMu3YkZqp6ZJs9EIjz5cTGSklw8+9K/84UzFxdTxxvuDcTgMvqXJnMbGrx1OA3aHbwkzr1eHzhL4RN7j1XHLgzOorrOiGFt3Obx6u4Vte89spNzrVXjy5UmtGkeDTdvTGDVop28C5k++CZj1tlPXsn+xumdA4gGVgVl2bv5FBUMGH/3gsG59CPMXRLPxm/wWe0myLIQQbYvUMItzi+pCpxai8x5qvOnVQ+i8eTiNP8NhvBmU1r3cfjr11idiCPFv9QWdKcKvfooueEu2NfB3Zyqvs9qvfm6b/4t0t3ZdsNH1KSHOuY3fu/QjcRhvwKsPVIIu2pug1jD3uaXVf6a6/c1W/5nixM7v/3BAfu63W58JyM89l8gIszi3KEa8She8ui5Nj6teFLUMcACnPxFQiLPhMozC4vw3bv1QHKbr8eq6ah2SEEIIP0jCLDoGRYeqaLthh+iAlHBqrK+DcvorbggRMLI1drsnNczakYRZCCECSZJl0WZIwtzeScKsneBt8yWEEEIIIUQ7JCPMQgghREdwbs3x75BUj0PrEDosGWEWQgghhBDiJGSEWQghhOgIZNJfuycjzNqRhFkIIYToCCRhbvckYdaOlGQIIYQQIqheeuklLrjgAoYMGcLtt9/OoUOHGtvWrFnDhAkTyMrKYsqUKeTm5ja2bd++nUmTJpGVlcXEiRPZvHlzY1teXh633norAwcOZPz48axcubKxraqqijvvvJPBgwczZswYFi5c2NjmdDp5+OGHGTZsGNnZ2cybNy+w/3nRLrW5hPmpp57i2WefbXLsiSeeoG/fvgwcOLDxVlBQoFGEQgghRHukBuB25r788ks++ugj3n//fb777ju6dOnCI488AkBpaSkzZszg3nvvZf369WRnZzNjxgxUVcXhcDBt2jSuvfZaNmzYwM0338z06dOpq6sD4O6776Z///6sX7+ehx9+mD/84Q+NucKjjz6K1WplzZo1zJkzh1mzZjUm288//zwFBQWsWLGCt99+m4ULF/LJJ5/49X8LNNXjCMhNnFqbSZgrKip48MEHmT9/frO27du3M2vWLH744YfGW0pKigZRCiGEEOJs7N+/H6/Xi9frRVVV9Ho9FotvB9Zly5aRmZnJ2LFjMZlMTJ8+neLiYn788UfWrl2LTqdjypQpGI1GJk2aRFxcHKtWrWLfvn3s3r2bO++8E6PRyOjRoxk2bBhLly6lrq6O5cuXc9ddd2E2m+nfvz8TJkzgo48+AmDRokVMnTqV8PBwunbtyk033cSHH36o4SMk2qI2U8M8ZcoUBg0axPjx45sc93q97Nq1i8zMTI0iE0IIIc4BQaxhdrvd1NfXNzuu0+m48soreffddxk9ejR6vZ6EhAT++9//ApCTk0N6enrj/fV6PZ07dyYnJ4fKysombQDdunUjJycHo9FIampqY+J9bNuBAwcwGAx07ty5SduyZcuoqqqirKyMjIyMJm0LFixotceiNclosHaCNsLsdruprq5udqutrQXg9ddf5+mnn8ZqtTbpt3//fux2O88++ywjRozgZz/7WZO6JCGEEEK0LevXr2fo0KHNbldffTVOp5NBgwbx+eefs2HDBkaNGsU999yDqqrYbDZCQkKa/KyQkBBsNhv19fXN2iwWC3a7/ZRtxybSx7bZbLbGcxzfJsSxgjbCvH79em677bZmx1NTU/nyyy9JTExssV91dTXDhg3j17/+Nf369WPVqlX8/ve/53//+x+9evVqdv/4+PBWj12Ik/mh7ButQxBCiFML4ghzdnY2u3btarFt6tSpXHLJJXTt2hWAP/3pTwwaNIjdu3cTEhLSLFm12WxYrVbsdnuzNrvdjtVqbbHfsW0Oh6PFtoZE2m63ExYW1qStLZIRZu0ELWE+2R/PyWRlZfHGG280fn/xxRczcuRIvvrqqxYTZiGEEEK0oI3s9FdQUIDT6Wz8XqfTodPpMBgMdO/enc8++6yxzePxcPDgQTIyMigtLeWtt95q8rNyc3OZMGEC6enp5Ofn43Q6MZlMjW3Dhw8nLS0Nl8tFQUFB4/yn3NxcMjIyiIqKIjY2ltzcXOLi4hrbji/9aCu8Hhn51kqbmfR3It999x3vvPNOk2MOhwOz2axRREIIIYTw15gxY3jttdc4dOgQTqeT5557jh49etCtWzcuueQStm3bxrJly3A6ncybN4+kpCT69OnDyJEjcTqdzJ8/H5fLxXvvvUdpaSmjRo0iPT2djIwMXnjhBZxOJ6tWrWLdunVcdtllhIWFMW7cOJ577jlsNhtbt25lyZIlXHXVVQBcffXVzJ07l8rKSvbv389bb73FxIkTNX6URFujqGob+ch5xIMPPkh0dDQPPPAAAGvXrmX69Om8+uqrDBw4kE8++YSZM2fy6aefnrCMQwghhBBtk9Pp5Pnnn2fJkiWN9cyPPvpo4+jv2rVreeaZZzh06BCZmZk8/fTTdOvWDYCdO3fy+OOPs2vXLtLS0nj88cfJysoCID8/n8cee4zNmzcTFxfHgw8+yEUXXQRAZWUlM2fO5LvvvsNqtTJjxgwmTZoE+EownnnmGb744gsUReGWW25h2rRpwX9gRJvW5hNmgIULF/Lqq69SXFxMt27deOihhxg2bJiGUQohhBBCiI6izSXMZ+upp57CaDQ2SbifeOIJ/ve//2E0GhuPLV26tMOt5dzSY7NmzRqeeeYZ8vLy6NOnT5NP8h3RhAkTOHToEDqdr1opJSWFpUuXahyVtrZv385jjz3G3r17SUtL489//nPjiE5H99prr/H88883eW159dVXGTJkiIZRaW/r1q389re/5ZtvfBNiq6qqePjhh1m7di3h4eHceeedTJ48WeMotXH8Y/Pjjz9y/fXXN1nFYerUqTLCKUQb02bWYT5bFRUVPPvss3z44Yf86le/atLWsPHJZZddplF02jrRY9Owo9KsWbMYNWoUr7zyCjNmzGDJkiUoiqJhxNqw2+3k5OTwzTffEBMTo3U4bULDzlrTpk1j8uTJLFq0iOnTp7N8+XJCQ0O1Dk9z27dv55577uH222/XOpQ2QVVV3n//ff7617+i1+sbjx+7y9quXbv4zW9+Q48ePTrUB68TPTY7duzgwgsv5J///KeG0QkhTqXNT/o7XVOmTEGv18vGJy040WNzsh2VOqLdu3cTFxcnyfIxTrazlvAlOx35teV4L7/8Mm+++WaT0dFT7bLWUbT02IDvQ1fv3r01ikoIcbraTcIsG5+cmL+Pzcl2VDpXneyx2r59OwaDgRtuuIERI0bwq1/9in379mkdsqZaWl6pYfesjs5ms5Gbm8ubb77J+eefz+WXX857772ndViauu6661i0aBH9+vVrPHaiXdY62u9QS48N+D50bdq0ibFjxzJmzBieffbZJkuuCSHahnZTkhGsjU/aI38fG5vN1rhQe4OGHZXOVSd7rO644w769evH/fffT1xcHC+99BK/+c1v+OSTT5rtEtVRnGz3rI6utLSUwYMH8/Of/5w5c+awdetWpk2bRnx8PKNHj9Y6PE0kJCQ0O3ayXdY6kpYeG4Do6GiGDx/ODTfcQFlZGXfffTdz5szhvvvuC3KEQoiTaTcJs2x8cmL+PjYn21HpXHWqx+rGG29s/Pqee+5hwYIF7Nixg4EDBwYjvDbnZLtndXSdO3dusonCkCFDmDhxIitWrOiwCXNLTrbLmvCVajSwWq1MnTqV2bNnS8IsRBvTbkoy/CUbn5xY9+7dyc3Nbfz+2B2VOqJ3332XNWvWNH7v8Xhwu90d+nfl+N8ROLpDVkf3008/8corrzQ55nA4GncZEz7H7rLWQH6HfKqqqnj22Wcby+dA3p+EaKvO+YRZURSeffZZNm7ciMfj4eOPP2bLli1cfvnlWoemuZPtqNQRFRcX8/TTT1NYWIjdbuevf/0r3bt379ATck62s1ZHZ7VaefHFF/nss8/wer189913LF26lGuuuUbr0NqUU+2y1pGFh4fzxRdf8OKLL+JyuThw4AAvv/wy1157rdahCSGO025KMvw1YsQIHn74YR5++OHGjU9efvll2SUQiI+P56WXXuKZZ57hgQceIDMzk7lz53bIJeUApk2bRm1tLZMnT6auro6hQ4fyj3/8o3FN5o7IZDLx6quv8vjjjzN79mzS0tKYN2+eXE7HN3HthRde4Pnnn+fBBx8kMTGRv/zlL5x33nlah9bmPPnkk8ycOZPRo0djtVq5//77GTBggNZhaU6n0/Hyyy/z1FNPMWLECCwWCzfccAO33nqr1qEJIY5zzm1cIoQQQgghRGvquENnQgghhBBCnAZJmIUQQgghhDgJSZiFEEIIIYQ4CUmYhRBCCCGEOAlJmIUQQgghhDgJSZiFEEIIIYQ4CUmYhRAAbNy4kZtuuilgP3/Pnj1cd911uN3ugJ1DCCGECARJmIUQOBwOHnnkEf74xz8G7Bw9evQgMzOTV199NWDnEEIIIQJBEmYhBB988AGxsbH0798/oOe57bbbePXVV6mpqQnoeYQQQojWJAmzEOeYTz/9lF69erFq1SoAVFXltttu45prrsHpdLbY5/XXX+fyyy9v/P6DDz7gsssu491332Xs2LH07duXKVOmsG/fvsb79OrVi4ULF3LjjTfSr18/rrjiCjZv3szbb7/N6NGjGTRoEPfee2+Tc6anp5Oamsr//ve/AP3vhRBCiNYnCbMQ55jLL7+cCRMm8Pjjj1NXV8f8+fP54YcfmDVrFiaTqdn9c3Jy2L9/P2PGjGlyPC8vj48//pg5c+bwv//9j6qqKp588skm95k9ezZ33HEHixYtIiwsjDvuuIMVK1bw6quv8pe//IVly5bx3nvvNekzevRovvzyy1b/fwshhBCBIgmzEOegxx57DLfbzSOPPMJzzz3HQw89RHp6eov33bp1KyEhIXTq1KnJcZfLxZ///Gf69u1Lnz59uP7669m8eXOT+1x//fWMHTuW7t27M3HiRKqqqnj88cfp2bMn48ePJzMzkz179jTp06NHD7Zs2dKq/18hhBAikCRhFuIcFBkZyRNPPMGnn37KkCFDuOGGG05439LSUiIjI1EUpclxRVFIS0tr/D48PByXy9XkPl26dGn8OiQkBJ1O1yTxtlgszcpAYmJicLlcVFVV+fV/E0IIIYJNEmYhzlE//fQTer2eHTt2UF5efsL7KYqCx+Npdlyn02EwGJocU1W1yffHtyuK0izxPp7X6238+UIIIUR7IO9YQpyDtm3bxrx585g1axZxcXE89thjJ7xvfHw8lZWVzZLhQCkvLyckJITw8PCgnE8IIYQ4W5IwC3GOcTqdPPDAA4wdO5YrrriCp556ihUrVvDRRx+1eP/+/fvjcrma1RoHyvbt2wO+fJ0QQgjRmiRhFuIc8/zzz1NSUtI4qty/f39uueUWnn76aYqKiprdv2vXrnTv3p1169YFJb5169Yxbty4oJxLCCGEaA2KGqzrsEKINmvBggW8//77fPDBBwE9z86dO/nFL37BypUriYiICOi5hBBCiNYiI8xCCCZPnkxVVRXff/99QM/zxhtvcNttt0myLIQQol2RhFkIgclk4plnnuG5554L2Dl2797Nzp07ueOOOwJ2DiGEECIQpCRDCCGEEEKIk5ARZiGEEEIIIU5CEmYhhBBCCCFOQhJmIYQQQgghTkISZiGEEEIIIU5CEmYhhBBCCCFOQhJmIYQQQgghTuL/AVmwOK8jnJNpAAAAAElFTkSuQmCC\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(12, 8))\n", "field.plane(z=10e-9).z.mpl.scalar(\n", " ax=ax, cmap=\"turbo\", filter_field=field.norm, colorbar_label=\"z-component\"\n", ")\n", "field.plane(z=10e-9, n=(12, 12)).mpl.vector(\n", " ax=ax, cmap=\"cividis\", color_field=field.x, colorbar_label=\"x-component\"\n", ")" ] }, { "cell_type": "markdown", "id": "535de895-f10b-40d5-b8ce-b4e188aa54d1", "metadata": {}, "source": [ "We can combine different plots in different subplots." ] }, { "cell_type": "code", "execution_count": 52, "id": "238fb157-a249-49b8-a0ee-c3bc90326768", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axs = plt.subplots(figsize=(12, 6), nrows=1, ncols=2)\n", "plane_xy.z.mpl(ax=axs[0])\n", "field.plane(z=10e-9, n=(10, 10)).mpl.vector(ax=axs[0], use_color=False, color=\"white\")\n", "plane_yz.mpl(\n", " ax=axs[1],\n", " scalar_kw={\"colorbar_label\": None, \"cmap\": \"cividis\", \"symmetric_clim\": True},\n", " vector_kw={\"color\": \"white\"},\n", ")\n", "axs[0].set_title(\"xy plane\")\n", "axs[1].set_title(\"yz plane\")\n", "fig.suptitle(\"vortex state\", fontsize=\"xx-large\")\n", "fig.tight_layout()" ] }, { "cell_type": "markdown", "id": "2b07da26-1560-4602-aa91-48bc7099912e", "metadata": {}, "source": [ "By exposing axes we can also combine the other plotting functions, e.g. `lightness`, `vector` and `contour`. We use a new field to show this functionality." ] }, { "cell_type": "code", "execution_count": 53, "id": "be17e6dd-300d-4f53-ba20-963f88ac1587", "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "\n", "\n", "def init_m(p):\n", " x, y, z = p\n", " return np.sin(x / 4), np.cos(y / 5), z\n", "\n", "\n", "mesh = df.Mesh(p1=(0, 0, -5), p2=(40, 40, 5), cell=(1, 1, 1))\n", "field = df.Field(mesh, dim=3, value=init_m, norm=1)" ] }, { "cell_type": "code", "execution_count": 54, "id": "140da1fa-c647-4179-8f14-b7709c3bd2bd", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(dpi=120)\n", "field.plane(\"z\").mpl.lightness(\n", " ax=ax,\n", " interpolation=\"spline16\",\n", " colorwheel_args=dict(width=0.75, height=0.75),\n", " colorwheel_xlabel=r\"$m_x$\",\n", " colorwheel_ylabel=r\"$m_y$\",\n", " clim=(0, 0.8),\n", ")\n", "field.plane(\"z\", n=(25, 25)).mpl.vector(ax=ax, use_color=False, color=\"w\")\n", "field.plane(\"z\").z.mpl.contour(\n", " ax=ax, levels=6, colors=\"#bfbfbf\", colorbar=False, linewidths=1.2\n", ")" ] }, { "cell_type": "markdown", "id": "5f3e5f29-ace0-44a5-809e-19d3bce3d65c", "metadata": { "tags": [] }, "source": [ "## [DEPRECATED] Interactive plots\n", "\n", "**Note:** We strongly recommend to use the new `field.hvplot` interface instead of the widgets-based approach demonstrated here. The documentation for `hvplot` can be found in a separate notebook.\n", "\n", "We can create interactive plots based on `Ipython Widgets`. We define a new field to demonstrate the different interactive plots." ] }, { "cell_type": "code", "execution_count": 55, "id": "f7927552-4ac2-47b7-b284-09b9c1802a45", "metadata": {}, "outputs": [], "source": [ "p1 = (-5e-9, -5e-9, -2e-9)\n", "p2 = (5e-9, 5e-9, 10e-9)\n", "cell = (1e-9, 1e-9, 1e-9)\n", "mesh = df.Mesh(p1=p1, p2=p2, cell=cell)\n", "\n", "value_fun = lambda pos: (pos[0], pos[1], pos[2])\n", "\n", "\n", "def norm_fun(pos):\n", " x, y, z = pos\n", " if x**2 + y**2 < 5e-9**2:\n", " return 1\n", " else:\n", " return 0\n", "\n", "\n", "field = df.Field(mesh, dim=3, value=value_fun, norm=norm_fun)" ] }, { "cell_type": "code", "execution_count": 56, "id": "760ce6d0-e6fc-4407-abb2-56c9b6a04a1f", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "field.plane(\"z\").mpl()" ] }, { "cell_type": "code", "execution_count": 57, "id": "b38ebe29-4b29-4e6f-99b7-62cb5ecf8d1d", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "field.x.plane(\"z\").mpl()" ] }, { "cell_type": "code", "execution_count": 58, "id": "ab493778-3a2c-448e-ac1f-82327a3ff5f8", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "field.x.plane(z=0).mpl()" ] }, { "cell_type": "markdown", "id": "b2b04c4a-ab03-4344-b0dd-7e5aa5c45ef4", "metadata": {}, "source": [ "_NOTE_:\n", "\n", "- Interactive plots cannot be displayed on the static website\n", "- Widgets work best in Jupyter notebook. Inside Jupyter lab, if the plot does not update correctly, try adding `plt.show()` at the end of the function." ] }, { "cell_type": "code", "execution_count": 59, "id": "35c9c0e8-9240-415d-806a-afb88dee9441", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "f17feebb26484afa957cd4490e0d8ffc", "version_major": 2, "version_minor": 0 }, "text/plain": [ "interactive(children=(SelectionSlider(description='z (nm)', index=6, options=((-1.5, -1.5000000000000002e-09),…" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# NBVAL_IGNORE_OUTPUT\n", "@df.interact(z=field.mesh.slider(\"z\"))\n", "def myplot(z):\n", " field.x.plane(z=z).mpl()" ] }, { "cell_type": "code", "execution_count": 60, "id": "143f58bb-b886-4f82-b42a-064e39646e69", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "f37a585764574592b814e02b450c243f", "version_major": 2, "version_minor": 0 }, "text/plain": [ "interactive(children=(SelectionSlider(continuous_update=False, description='z (nm)', index=6, options=((-1.5, …" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# NBVAL_IGNORE_OUTPUT\n", "@df.interact(z=field.mesh.slider(\"z\", continuous_update=False))\n", "def myplot(z):\n", " field.x.plane(z=z).mpl()" ] }, { "cell_type": "code", "execution_count": 61, "id": "cecea64a-bddf-4ea6-bfb0-f19b5db54770", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "e0189371e9a64555887f835dc7ae964b", "version_major": 2, "version_minor": 0 }, "text/plain": [ "interactive(children=(SelectionSlider(continuous_update=False, description='z (nm)', index=6, options=((-1.5, …" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# NBVAL_IGNORE_OUTPUT\n", "@df.interact(\n", " z=field.mesh.slider(\"z\", continuous_update=False),\n", " component=field.mesh.axis_selector(),\n", ")\n", "def myplot(z, component):\n", " getattr(field, component).plane(z=z).mpl(figsize=(6, 6))" ] }, { "cell_type": "code", "execution_count": 62, "id": "05a8757e-ec3d-4468-8577-df49f42c123d", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "6137e5ef873b4c6f9c4be43d1e8a6e5e", "version_major": 2, "version_minor": 0 }, "text/plain": [ "interactive(children=(SelectionSlider(continuous_update=False, description='z (nm)', index=6, options=((-1.5, …" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# NBVAL_IGNORE_OUTPUT\n", "@df.interact(\n", " z=field.mesh.slider(\"z\", continuous_update=False),\n", " component=field.mesh.axis_selector(widget=\"radiobuttons\", description=\"component\"),\n", ")\n", "def myplot(z, component):\n", " getattr(field, component).plane(z=z).mpl(figsize=(6, 6))" ] }, { "cell_type": "code", "execution_count": 63, "id": "a4cb2b0f-32f4-4975-bfad-4b3bdab4ea99", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "2d7c587b0aa04f4a8ea8c2f5c751ed3c", "version_major": 2, "version_minor": 0 }, "text/plain": [ "interactive(children=(SelectionSlider(continuous_update=False, description='z (nm)', index=6, options=((-1.5, …" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# NBVAL_IGNORE_OUTPUT\n", "@df.interact(z=field.mesh.slider(\"z\", continuous_update=False))\n", "def myplot(z):\n", " field.plane(z=z).mpl(figsize=(6, 6))" ] }, { "cell_type": "markdown", "id": "4f945bba-4256-427d-91c5-851e0b6e4eb6", "metadata": {}, "source": [ "## Plotting field values along the line\n", "\n", "Sometimes it is necessary to explore the field values along a certain line. More precisely, to plot the field values along a line defined between two points. We again use the vortex field. Firstly, we need to obtain $z$ values of the field on a line between $(-15\\,\\mathrm{nm}, 0, 0)$ and $(15\\,\\mathrm{nm}, 0, 0)$ at $n=20$ points." ] }, { "cell_type": "code", "execution_count": 64, "id": "958d37b5-d782-4c9a-996b-0fe0c9cfe75c", "metadata": {}, "outputs": [], "source": [ "line = vortex_field.mesh.line(p1=(-15e-9, 0, 0), p2=(15e-9, 0, 0), n=20)\n", "field_values = []\n", "parameter = []\n", "for point in line:\n", " x, y, z = point\n", " parameter.append(x) # remember x-position for plot\n", " field_values.append(vortex_field(point))\n", "\n", "# extract mx, my, mz as lists from lists of (mx, my, mz):\n", "mx, my, mz = zip(*field_values)" ] }, { "cell_type": "markdown", "id": "9f7c77ab-482e-49ee-8bd3-7fbb752e4103", "metadata": {}, "source": [ "Now, we can plot the field values along the line:" ] }, { "cell_type": "code", "execution_count": 65, "id": "c31a6440-0acd-4e9a-895a-3285eadd19ae", "metadata": { "tags": [ "nbval-ignore-output" ] }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 65, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(10, 6))\n", "plt.plot(parameter, mx, \"o-\", linewidth=2, label=\"m_x\")\n", "plt.plot(parameter, my, \"o-\", linewidth=2, label=\"m_y\")\n", "plt.plot(parameter, mz, \"o-\", linewidth=2, label=\"m_z\")\n", "plt.xlabel(\"x (nm)\")\n", "plt.ylabel(\"magnetisation-component\")\n", "plt.grid()\n", "plt.legend()" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.12" }, "toc-autonumbering": false, "toc-showcode": false, "toc-showmarkdowntxt": false, "toc-showtags": false, "widgets": { "application/vnd.jupyter.widget-state+json": { "state": {}, "version_major": 2, "version_minor": 0 } } }, "nbformat": 4, "nbformat_minor": 5 }