{ "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 it has two spatial dimensions.\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, nvdim=3, value=value_fun, norm=norm_fun, valid=\"norm\")\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": [] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Exception raised: Only fields on 2d meshes can be plotted with matplotlib, not field.mesh.region.ndim=3.\n" ] } ], "source": [ "try:\n", " field.mpl()\n", "except RuntimeError as e:\n", " print(\"Exception raised:\", e)" ] }, { "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. To select the plane we use function `sel`, 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": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "field.sel(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": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "field.orientation.sel(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", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "field.sel(\"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 using `resample`." ] }, { "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": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "field.sel(\"x\").resample(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.sel(z=10e-9)\n", "plane_yz = field.sel(\"x\").resample((12, 20))\n", "plane_xy.valid = True" ] }, { "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.nvdim=3 field.\n" ] } ], "source": [ "try:\n", " plane_xy.mpl.scalar()\n", "except RuntimeError 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": { "needs_background": "light" }, "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. The `filter_field` must be defined on a 2d mesh. In the current example the norm does not change along z direction so we can optionally omit the `z` position when selecting a 2d layer." ] }, { "cell_type": "code", "execution_count": 13, "id": "328d47b7-43a3-4877-a62f-d121fe93d0b3", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plane_xy.z.mpl.scalar(filter_field=field.norm.sel(z=10e-9))" ] }, { "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": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plane_xy.z.mpl.scalar(filter_field=field.norm.sel(\"z\"), 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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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plane_xy.z.mpl.scalar(filter_field=field.norm.sel(\"z\"), 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": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plane_xy.z.mpl.scalar(\n", " figsize=(12, 8), filter_field=field.norm.sel(\"z\"), 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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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plane_xy.z.mpl.scalar(\n", " filter_field=field.norm.sel(\"z\"), 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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Fh1Lfs2R6Yuv3oGiMdSiVFppIXUx9r4cKPiedphGm3oNUSi2kf5a+OPv6ZN1GPRxOGQY+4O4/AHD3x8zsEWDvgnoLgfe7+xCAmS0GvgGcHsuudven476Lgc+Y2VzgrcCD7r4snu9uM3sIOMzMfgLMB/aPZc/E516OBG6nC5MuiItIufRqOMXdVwE3jXwdhzP2JAyPAJxiZucThj5uAj4JbAXMBpY3HGo58Goz25bQM7+t4RzrzOx3wB6xrLHeSN09gGeAJ9x9XVPZId1dpYK4iGRWhhRDM9sJuBU4190fMrMbgHuAG4GdgDsICRNfj1XWN1Qf+f9gfDWWjZR3U9YVBXERyarXySlm9kbC2PhX3P0LAO5+WsMuj8chk2MJwyMAWzaUjwTaNfHVWDZSPlK29ShlqwvqdUU3NkUkq3qtkv3VSgzgtwMfGwngZraFmTWPi1eBIXdfDTwFWEPZbsDj7v4c8HBjmZnNAnYEHmwua6j7QCzbycxmjlLWFQVxEcmqXq9kf43GzLYA/gX4iLvf2FC0FXC3mR0c99sWOA5YGsuvAhaZ2XQzmwGcxovDLFcBR8XhGYCPA8tiiuFSYPeY1oiZHQjMAW529+XAvcAZsWxn4AMNx+2YhlNEJKseZqe8A3gd8Fkz+2zD9iXAocA5ZnYhYenrG4ALYvmngIuBRwijQd8HPgvg7nfGm6E/MLMqsAJ4fyx7xswOB843s62A54HD3P3ZeNwjgMvNbCVhypCz3f2ubi+yUp9kj1Mt+o93t7yg1OrxADOrmzosa726/GDByvOzBprvdTTUrXR2zlkFsxgOVlunlm2RSAWckVpxvWCewoEOUwyHC1MMW6febUysWr8hcdy1BWtCvlCf1rJsXW1G6+PWp7c+5nDzcGlzm1ofN3XOdbXW50yVAWyotb7O8+b/S9vf0F2u+2z2IPPYe/937++e9oh64iKSVwmyUyYzBXERyWqS/bFfOm0FcTPbmvA00hsIifAQktfvB/7V3Z/P0TgR6X+p7BHpXjKIx2f+/4mQP/lnhMleVsXi2cCZwGYzu5wwSP+HjG0VkX6knnhWLYN4TJO5lvBo6JGEHvdzTftsQ+ihfxR40MyOGJmnQEQEyvHE5mSW6ol/CzjW3W9ptUMM6jcAN5jZ24FrgFePawtFpL+pJ55VKoi/0d2faPdA7n6rmb1pHNqUTXpWu/RMhamy1GxwqXoAAx3OnJiaqXAgMRMhpJ/wSs1GmEojTC0CHM7ZWW+sWnAtqW9pLVG4KTm7X/qc01Opi6nPSWrh5qLPSYefsWTZhEVX9cRzahnEGwO4mVWAtwG78/Ln/3H3TzfXEREBKJgZWbrUborhlcD7CM/5r2sqqwOfHs9GicgkojHxrNoN4ocRhlf+M2NbRGQSUp54Xu0G8f8H/FfOhojIJKUgnlW7sxh+DjjbzNKTLYiINKtX8r+msHZ74r8AzgL+zsz+QNOtCnd//Xg3TEQmh6IEI+lOu0H8G8BDwHd4+Y1NEZHW9Nh9Vu0G8Z2B+SOrP5fZQMnymVJ54MV1O7uWonOmMrpTq9KnppMtygMfSExjm5TIyQ7H7axNA4m3qIzfs14Yt5+l8l3apNLuT9aPefmyQyIixeoT8JrC2u2Jfwv4ZzO7BfgNLx8Tv3K8GyYik8QUD7K5jWVMHGCvUcrqhIeBsjKzfQkrUW9PWNro8+7+zdznFZEu9TB7ZCrEjbaCuLv3dEHluFjpTcBp7r7EzOYA95nZL939wV62TUTSepWdMlXixphX9omLg76Eu+e+m7ggnmdJ/Helmd1GWHh00nwzRCal3g2nTIm40e7KPvsSVn/eCxjtgZ/0FHbdm0dYVbrRcuCNmc8rIl3qYZ74lIgb7fbELyMsx3YqvckTHwSal4VfH7eLSJn1bkx8SsSNdoP4XOAv3b35DZkoa3j5FLiDcbuIlFnveuJTIm60e8PyMWBmzoYUeJjwi6TRboSpcUWkzHqXJz4l4ka7QfxjwGIL/szMqo2vjO0bcRdhQeajAcxsPnAgYTk4ESmxSi3/q4UpETfaDcDXAu8EHgE2EvItG19Zxcf9DwWOM7MVhG/CMe6+PPe5RaRLPeqJT5W40e6Y+BlZW9EGd78feEuv2yEiY9PLWQynQtxoGcTNbG93fwDA3b/Rar+mOntNpiR6ERkHU3y+79xSPfEfmNkngUvdfTh1kDgufiLwCWCH8Wve2A23PUI0MYa7WOm702spOudw4k5QLbGWVqpe8ar0nT0PllqxHmA40d70tSSOWcLvWS+M28+S5k7JKhXE/xewFDjVzC4Bvg88NPJ0ZgzcewJvJQRwiE9IiYiM0KIQebUM4u7+oJntDfw9sAg4F6ib2XNxl22ACrAK+DLwZXfXghEi8hKJ7BEZB8kbm/HhnnOAc8xsH2A+MDsWryLkW/7S3fW7VkRGp+iQVdsTYLn7L4FfZmyLiExGCuJZjXkWQxGRsdCYeF7lSuUQEZExUU9cRPJSTzyrducTPwj4Xr/fwKwV5OLW6q3/MEmVDXdYD9L5wam6mxKrx88oeLiilvj7diiVC57Kri74ZKRWpU9J5YEDDCXalLqWVMLEcMH7tynxB2zyc9Lh9zq0qbNzJssmKDdd2Sl5tTuccivwGzP7tJn9ec4Gicgko9Xus2p3OGUn4L3A+4CzzOyHhMWRb3D3jbkaJyL9Tzc282qrJ+7uf3D3i9z9LcCuwJ2ESbGeMrOvmNm8nI0UkT6mnnhWY85OcfdfAbcB34n13w/8wsyuNrOtx7l9ItLnKvX8r6ms7eyUGKD/FjiGsNDoT4GPAtcD/w24nDDE8q7xb6aI9C3d2Myq3eyUa4B3EBYZvRo4yt0fadjlCTN7P/Db8W+iiPSzqd5Tzm0sNzaPJ3Ej092fNbPPjFvLOlTrYu7iVBpXKj0sNWVn0XSeQ/XW34JNifS5afWBlmUbC7o+A4m0vWpygLH1cYumjK12mM6Wmk4W0mmEmxJ1NyQ+JxsT7y3AUKJ8U6Is9b0u+pykP2OJz2ZB6mJKNz9LL6EgnlVbQdzdD2hzv3O6ao2ITD4lDOJxKu1PEYZ/BwgT+n3U3X9uZgcQpt5+rKHKRnefH+vuCywGticsT/l5d/9mLNseuIIwTXcNuAVY5O61eM7zCEvGQVjI+Rh3fybWXQicCUwD/gic7O73Fl2LHrsXkaxKemPzI4Rg+mZ3nwt8G/hWQ/kT7j6v4TUSwGcANwEXuvsc4O3ARWa2V6x3KfAkMAd4A7A/cEIsOyl+PZ+Q5fcEcEk87t7ARcDfxON+CVhqZtOLLkRBXETyKmeK4T2Ee3vPxa9vBebGIJ2yAMDdl8R/VxKy9Y4ws1nAYcCX3L3u7muBy4AjY92FwGXuvjY+/X4B8A4zG4z73ObuK+JxryOs13BA0YVo7hQRyaqMj92PMkzxTuBed99oZgCzzGwpsBvwLHC2u98BzANWNNVdTsjY2zV+/VhT2R7x//Pi1zTsVwXmxrKfNx13Rax7Z+paFMRFJK8ejYmb2fuAr4xS9Ly779Kw33uBUwhLUgL8npA6fR7wK0KAvykOeQwSsvQarY/bB4FNI0tYNpXRXDeOk29sqNvquEkK4iKSVa+WgI5DHktS+5jZmYSx6re6+wOx3qO8uG4wwI1mtgj4K2ANsGXTYQbj9jXADDOrNgTykTKa65rZADCjoW6r4yZNuiD+8R2vaFl2wVNHJevWEjPtpWaDS6WcpcognZI2rdJZutqmSmotd6gm29S6biqNcFNBd2ugw95Y+krSz5Gk0gg3pNIEu0gLHaLT9MPO0xo7namwKP0w9bM0JiXMTgEws7OBQ4D/7u5PNmx/FTDd3Rufe6kSMlGWA6c1HWo3wlKVywkf2Tm8OGwyUgYhG8WAH46cCtgMeEPZSBsqhCGWkbot6camiGRVxuwUMzsQ+AChB/5kU/HhwHfNbLu47wJgd+AO4C5gs5kdHcvmAwcC18QbmTcQJgmsmNk2hF7+1+NxrwJONrNXxCB9JrAkrmV8DfC2hiyXYwm98B8VXcuk64mLSMmUsyf+D8DWwLJ4I3PEe4GvAq8B/t3MhoHngUPd/TcAZnYocImZnQVsIOR6j/S8P0KYgmQloVe+hBC8Ab4GvB64jzDKdB/wYQB3f8TMTgSWxLTCp+I5NxddSKVe8ERcr5nZJwk3HZ5q2Pxjdz9utP1XrXqh5QUVDadsUR1qWTazuqll2YxEvcFqeqbemYnyVN3BSuv2pI4JsEViuCVdlnrSMy09WNBaL4ZTUmUA62qts9DW1lun9a5N1Esds6juxtq0xHFbt2dDoh7AKa/+Rsuy2bNntT3U/Ya/uyB7kLl/8Sm9GnrvuX7pid/k7h/sdSNEpAPl7if2vX4J4iLSpzQBVl79EsTnm9ldwI7AfxLmIlheUEdEykBBPKtSBPFUUj7hBsQAcD6wDjgHuNXM9mhn0L9RURrXtHpi0d1UKmCi3qZEOlrxOVuXbUgtaFzv/BG51Mx1w4nx8oGC7tZAhz/JqRn6IL2ocWo2wlQa4YZ6eqw4VZ5MP0ylhRZ8TjpNcU2lERb9PIwX9cTzKkUQbyMp/+aR/5jZ/wE+RsihfChrw0SkeyV87H4yKUUQTzGzXYFn3H113FSJr9YpISJSGuqJ59UPD/t8DlhsZiO/cE4nPN20sndNEpG2lXMWw0mj9D1xwhwGFwOPxsT7FcBh7l6UQiwiJVAp+bMo/a70QTyuevHeXrdDRDqkGJ5V6YO4iPQ3jYnnpSAuIlmVcVGIyWRKBfGi1btTebMDidzrVL2inO3U/BUDqdys1C3pgh+aWiWRO1xpnXqfyq2e3kVuejdSbUpPEdz6o99Nnnjq+5kq62Yq2k7Lxm01+yLqiWc1pYK4iEw8DafkpSAuInkpiGelIC4iWaknnpeCuIhkVakpiuekIC4ieSmGZ6UgLiJZlTHFsGjFMDNbSFgDcxrwR+Bkd783lu0LLAa2J8zh9Hl3/2Ys2x64AtiTkCd2C2Hq7JqZVYHzgEPj+R4mLO32TNE5U6ZUEC9avfvcJz/UsiyVYphKHasWfIJTaYTJVLfUYQtmxElN7zotkZI2PTEV7YYurjNluOBiUlO0JleXTywYl0o/hII0wuQ0tZ2vdt9pemKqbNxWsy9S3p74qCuGmdnewEXAvu6+wszeCyw1s10Ik+/dBJzm7kvMbA5wn5n90t0fBC4FngQOA2YSVrY/AbiEsGjy/sB8wrTaF8ft70md091br8VIf0yAJSJ9rIyr3Rc4ErjN3VcAuPt1hOB9ALAgblsS/10J3AYcYWazCMH7S+5ed/e1wGXxeAALgcvcfa2714ELgHeY2WDBOZOmVE9cRHqgvBNgtVoxbB7w86Z9VwB7EALriqay5cAbgV3j1481le0R/z8vfk3DflVgbsE570xdhIK4iGTVqzHxTlcMAwaB9U111sftlUTZILDJ3WujlNF83DhOvrGhbqvjJimIi0hWvcoT72LFsDXAlk37DsbtlUTZGmCGmVUbAvlIGc3HNbMBYEZD3VbHTdKYuIjkVa/nf42Rme1qZts2bGpcMexhwBr2rRCC+wOxbG7T4XaLZcuBYWDOKGU0Hzf+fzPgBedMUhAXkaxKemMztWLYNcDbzGyvWHYsoUf8I+AuYLOZHQ1gZvOBA4Fr4o3MG4CzzKxiZtsQMlK+Ho9zFXCymb0iBukzgSXuvr7gnEkaTmlw+muubFn2xSc/2LKsWm39KdqYSA0LlRNlibHE4cRMhEVpedMqnaURDtF6hsOBHt28SqVLpleXz5NimErpS6UfFn1OkmmEtdZlqc/0hCnnfc3UimGPmNmJwBIzm07IJT/U3TcDmNmhwCVmdhawgZDrPXLD8iPA5YRfBsOE4ZyrYtnXgNcD9xF6/fcBHwZw9+Q5Uyr18t457siqVS9kuaBUEJ9Rbf0+b1FNr+c8I1G+RaV12bREsC0657TEdLOpIJ6qN9Cjn9SpEsRT59xYa93ef3jNVcnjdmr27Fltz2O7/9vPy/7h+OGtiyZoXt3yUU9cRPIanlwdxbJREBeRrDSLYV4K4iKS1yQbsi0bBXERyUo98bwUxEUkLwXxrBTE25ReDDnxKe3mkeNEpmAqjXC4lk4xnJ5IMRxKZKcM0M1sjZ39JKeyTyA9i2HqPUp9PzcVZKd0OmtgKgMllX3SzTnLoKIbm1kpiItIVhWNiWelIC4ieSmGZ1WaIB7nMbgMeDcwe2S1i1h2EPAFwoQwa4Ez3P2OnjRURMZGPfGsSjF3Sgzg9xDm9G0ueyVwPXCSu88hrJJxnZntMLGtFJFOlHTulEmjFEE8eicvThTT6HDgQXdfBuDudwMPEVbQEJGyK+EshpNJKYZT3H01sNrMXjdKcfNqGPDS1TJEpMSUnZLXhAXx1Cob7r5LomrHK16ISAkohmc1YUG8jVU2WlkDbN20bRBY3XWjxiC1Mvi5T36o8wOnpptN5ECnZiqsJaapBRhK5ImnZkdMrVg/0KM1uFLvUad54qnc86K6OValLyqfsFXrO6QUw7zKNCbeSvNqGPDS1TJEpMw0Jp5VPwTxpcDuZrYAwMwOJCx/dHMvGyUibapNwGsKK8WNTTN7F/AZ+NNz3XfH1TYWuvvPzOxw4Hwz24qwUvVh7v5sj5orImOg4ZS8ShHE3f0Gwtp0rcp/AOwzcS0SkXFTm+Jd5cxKEcRFZBIrYQw3sy8Cf920eRfgfwEDwPeBxxrKNrr7/Fh3X2AxsD0wBHze3b8Zy7YHrgD2JFz5LcAid6+ZWRU4Dzg0HvNhwvqcz8S6CwmLJ08D/gic7O73Fl1LP4yJi0gfq9Tr2V9j5e7/4O7zRl6EBY4fAn4ad3misbwhgM8AbgIujE+Qvx24qGGV+kuBJwn37d4A7E94yhzgpPj1fGBX4AngknjcvYGLgL+Jx/0SsDQumpyknvg4SK0ofs4TxyTr1iqtp1qtVRNltdZlqTTBovJU+mFqOtmiqWhzSU9Fm3j/EvW6SffrdFX6onOWPY0wqeRj4ma2BfBVwj24YbPmZLiXWAB/SpnG3Vea2W3AEWb2a8KT5Lu5ex1Ya2aXAUcTgvVC4DJ3XxvPewHwiJkNAkcCt7n7injc6+JfCwcAd6YapCAuInmVPIgDxwMPufs9DdtmmdlSQjrzs8DZcdK9ecCKpvrLgTcSetfw0mGYxqfLm58+f4wwGjI3lv286bgrYl0FcRHpoR49dt/OU+JxeOQMXjo+/nvCpHvnAb8izOt0UxzySD1BPghscvfaKGU0143j5Bsb6nb0ZLqCuIhk1asUwzafEv8r4I/ufn9DvUeBExv2udHMFsV91wBbNh1jMG5fA8wws2pDIB8po7mumQ0AMxrqtjpukm5sikhe5X5i812EDJI/MbNXmdnOTftVCZkoDxOGPxqNPEG+HBgm3NRsLoOXP31uwGbAm8vMrEIYYil8Ml1BXETyqtXzvzr3l4QA2uhw4Ltmth1AfFp8d+AO4C5gs5kdHcvmAwcC18QbljcAZ5lZxcy2IWSkjEyxfRVwspm9IgbpM4El7r4euAZ4W0OWy7GEXviPii5Awykikle5b2zuBDzVtO2rwGuAf49Pjj8PHOruvwEws0OBS8zsLGADIdd75IblR4DLgZWEXvkSQvAG+BrweuA+oBL//TCAuz9iZicCS2Ja4VPxnJuLLqBSL/cbPGarVr0waS4oNTtiKk2wKMUwNeNgNZFGmKxXxhTDRFktkX6YqgedpximUlH7zezZs1q/gU0O3vX07D+T311xbtvtmWzUExeRvIZL+MjmJKIgLiJ51RXEc1IQF5G8JtmQbdkoiItIXt1lj0gBBXERyUs98awUxEUkLwXxrBTES6zT2RFTMxFCwWLIqVTBxM9iKjUxp1SqYEoqjbBoRsFavfU5+3q2wVyG0ymv0h0FcRHJSz3xrBTERSQvBfGsFMRFJC9lp2SlIC4iWdX1sE9WCuIikpceu89KQVxE8qopiOekIC4ieenGZlYK4n0qVz5yKv+8Wun8h3GAznpjw12sW6J87nKoqyeelYK4iOSlnnhWCuIikpdSDLMqTRA3s22By4B3A7Pd/Zm4/QDg+8BjDbtvdPf5E95IERmzuh67z6oUQTwG8HsI69GN5gl3nzeBTRKR8aI88axKEcSjdwJrgX/qdUNEZPzUNZySVSmCuLuvBlab2eta7DLLzJYCuwHPAme7+x0T1T4R6YJ64llN2Gr3ZvY+4CujFD3v7rvEfV4H/IqXjonPA/4eOC+WvRO4Btjb3VdMQNNFREprwoJ4O0YL4i32uwe4xt1H+6UgIjJldP4kxQQxs1eZ2c5Nm6vAUC/aIyJSJqUP4sDhwHfNbDsAM1sA7A5oTFxEprxSDKeY2buAzwDTgNcDK4FhYCFwH3A28J647XngLHf/QW9aKyJSHqUI4pNRq4eXYtlBwBeAQUJa5RlTMdvGzPYFFgPbE4bHPu/u3+xtq3rPzI4HLgA+4e7nx23bA1cAewI14BZgkbsr9WOK64fhlL7T8PDSf45S9krgeuAkd58DnABcZ2Y7TGwre8vMZgA3ARfG9+HtwEVmtldvW9ZbZnYx8Fbg0aaiS4EngTnAG4D9CZ8dmeIUxPN5J/D1UbYfDjzo7ssA3P1u4CHgsIlrWiksAHD3JfHflcBtwBG9bFQJXOvu7wFeGNlgZrMIn48vuXvd3dcS/so7sjdNlDJREM/A3Ve7+8MtiucBy5u2LQf2yNuq0pkHNOf5T8X34SXc/SejbN41/ts4f9CUf68kKMUTm/2onYeXWhgE1jdtWx+3TyV6H9o3CGxqGv/WeyWAgnjH4jBAqwm7UtYAWzdtGwRWd92o/rIG2LJp22DcLi+1BphhZtWGQK73SgANp/TCw4A1bdsNeKAHbemlh4G5Tdum4vvQjuWE9No5Ddv0XgmgIN4LS4Hd40NLmNmBhB/Om3vZqB64C9hsZkcDmNl84EDCvDjSIN7IvAE4y8wqZrYNcBKj3ziXKUZ54hmkHl5y95/FAH4+sBXh4aVT3f1HvWpvr5jZG4BLgNnABuCT7n5jTxvVQ2Y2QPgLBWBnwnDJs4RUzHOBywnphcOEobxPuLt+gKc4BXERkT6m4RQRkT6mIC4i0scUxEVE+piCuIhIH1MQFxHpYwriIiJ9TI/dy4SIU8zeBbzV3e8f52PvBPwCeL+7f388jy1SduqJS3ZmNpPwwMqnxzuAA7j774DjgG+Z2avG+/giZaYgLhPho8AA8NVcJ3D3bxPmGPmnXOcQKSM9sSljYmZHElaZ2dPdfx23XUF4HPx/uPtQ0/4V4PfAF9393Ljtg4Tl6Y4ALgR2IQTgD7v7z+I+deAo4G+B/wk8Tlhz9Y3AWcArCL37Y9x9ONZ5N/DPwA7u/lyGyxcpHfXEZUzc/Rrgu4Q5TzCzAwjB+MjmAB7tA+wA3Nm0fRvgeMJSZDsAz4wcs8Ei4AxgO+C/CJNAzSHMAvlm4H3A2xr2/1dCj/+tnVybSD9SEJdOnADsE3vUlwFnuvvL1hON5gN1whJ0jaYTxsifjrP03QTsFXvuI2519/9w943Ad4BXAv/o7uvd/RHCVKy7j+zs7quB3xL+KhCZEhTEZczc/Y/AscCVhMV7L0rsPht4zt03j1K2suH/6wiBfaBh26+byv/g7huatjUvLLEqnlNkSlAQl07NIUyVujOdLxNWG2N50f4iU46CuIyZmRnwWeCvgd8Rbk62sgrYxswm6pmE2YTxdZEpQUFcxiQuXPBN4Ep3/zFhWOVvzeztLao8AFSAPSegbdsS/jK4P/e5RMpCQVzG6kxCNsmZAO6+gpCbfbmZjTYW/UvgaSYmY2QBYdWbf52Ac4mUgvLEJTszOws4BrAWNzjH6zw/Bh5y9xNznUOkbNQTl4nw5fjvCblOEIdzdgM+nescImWknrhMCDPbG/i/wAJ3/49xPvZOwM+BD7h780NFIpOagriISB/TcIqISB9TEBcR6WMK4iIifUxBXESkjymIi4j0MQVxEZE+9v8Bqu+Bmjp0/gsAAAAASUVORK5CYII=\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plane_xy.z.mpl.scalar(filter_field=field.norm.sel(\"z\"), 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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uNjq/JUZTvHXG1OS2IlJgGp1VHKXoEzGz7cxsacvVVcKi9LuaWfOC4/sA97j7M8AjgLXEfufuzwL3NcfMbBGwC3Bv7x+BiPSSOtaLoxRJBHgFcIeZ7Q5gZvsDrwc+B9wFfCBevxtwInBF3O5K4CwzGzazEeDMlthbzWzX+PcHgTs0xFek+NSxXhxlOZ11s5n9A/BdM4PQsX6qu//YzI4FLjOzB4Bx4Dx3vz1uei5wMXA/YZ7IrcDH4z5vMbPzgdvMrAqsBI7v5+MSke408is1SwfM7O8z4TrwO+BWd384t59SJBEAd7+QMCKr9foHgdclthklTCZM7fMC4IJe3UcR6Q+dauqJNwO7AlsDTxO+aL8AWB0vS4AxMzvC3b+X2klZTmeJiDynVq/25TLHfZhQxcPcfXt3X0LoJ74deAdhoNFFwCdyOylNS2S2HbfTycnYwA5Lsts2RjJDfEfSQyxrI+kXca1Nte2JTHxifvpcQGVhuq54rpw75Ifx/tFWT6Vj855MxnYaXJU95oLqaDaesq6eH4b66MTiZGz+wHhXx5yo5T+Unh1Pxyc2pGMD89LfygfbvE5yr7HcazP3mq6M5J/b3Hvp1tr12W2fO75OZ/XCJ4BXuPtzb053X2lmpwK3uftLzew84PTcTpRERKR0dDqrJ3aFKcdK14A94+9bEfpHkpRERKR0lER64i7gG2b2KeDXwBiwB3AWcJ+ZDQFfBf41t5M5f9JPROaeRp8uc9w7CCNavw78DPgF8G1CR/s73H0cWEUoVJukloiIlE5DZU+mLc6Je7WZ7UA4tVUFHnH3h5pu84Z2+1ESEZHS0emsnqoCz8bfR8xsDwB3/3UnGyuJiEjpaHTW9JnZ6wkVPFqHl1YIZ/PSw/OaKIl0qDI4lI4NpWMA9aHMMN7hzDDezG5rw/lvYvWR9LusPi892GJ4XnqI7+L5+ZKwuWq8uWG8eww/noztMvhs9piLqt0Nt11dz//Puh06vD7zT1s1lh9vu3Z9emjs2Lz0W7U+kn4ttHud1IbSr5Pca3Mw85qutnk/5N5LnVJLpCcuAP4ZuB5Y1+a2SUoiIlI+SiK9sCuhfFT6m2MHlEREpHR0Oqsn7gVeCPx2OjvpKImY2dbAa4ED2Xj+7Engp8C/uHt+WrGISA9pdFZPvBe41MwuBH5Fy6TCnnSsx6Fff08oYjhIyFhPxPAS4GxgwswuI1TPfWwzHoCISHfUEumFO+PPw9j0Ge1Nx7qZHQJcS1hv/ARCi+PZlttsQ2ihvAe418yOdffbOrv/IiLdUcd6T7yGHqTjXEvkGuAUd/9m6gYxqdwA3GBmRwJXAztP906JiGSpJTJt7v6vvdhPLom8rHnmYjvufpOZ/V89uE+FVBnIVIjJxQAG0/HGQPobVX0wHWu06c3KjmDNDOscGUkPmV08nB/i+4KhtclYrhpvbhjvCwfGssdcVO1ubMjqSn6/G+dePV+uAvDjQ1snY+2ev6dGFiRjY0PpY+b+121fJ7nXWOa1mXtNt3s/ZN9LHVNLpBtmdqu7vy7+/v3cbd39v3Wyz+RLrDmBmFkFOBzYF5g/xW0/2rqNiMiMydaVlYzfNP3ek6XAO/0adznwFuAenj8ppQF8tBd3RkSkI+oT6Yq7v7Pp97f3Yp+dJpGjCae3ftGLg4qITIfmifSGme0H7Ae0llNouPtVneyj0yTyB0K9eRGR2TfLScTM/hvwGWAxMAF80d0vNLP5wKXAwYR7eQdwmruvj9u9nzBlokqYMnFqrKaLmR0GfIqwLO1a4APu/p0YezHwRWB3wqJRl7n7p2Mse8zMY/gwYYncqTSAjpJIpz1c/wCcZ2bpNTFFRPqlUenPZQpmtgD4BvBxd9+bMM3hQzEJnAdsB+wdL9sC58btjiCszXGwuy8FvkuYRoGZ7UioYXV6jJ0GXBfn6gEsB25x9xcDrwTOMLPDYyx5zDb+Jh5na2Co5dLxZ32nLZH/AM4B/oeZPcbzZzbu0ekBRUSmqzK7LZHdgG0ISQB3f9TMfgbsD5wEHB8XdMLMlgH/BLw/xq5y98mKo8uAj5nZXoREdK+73xH3eaeZ/Rw42sx+CBwAvCrGnjSzqwjz977d5pg5A4QWzbSGKXSaRP4J+DnwLaZR7VFEpCdmt+zJA4RJ2McDl8f1N14CfIBwimtF021XADub2baEVsLNkwF3X2dmvyf0Sezdst3ktvsRSkw95O7rWmJHmNl2hOohUx7T3Z/JPI5vAX/CxpnrXek0iewGHDCZ6bZI1cyZv1yM/ECSRjUzTj+z21ysbXwg/TVusJopEz+QL/a5IDOnI1daPVfOvd08kK2q+fLqafk5G4sa6fuUeyy556Dd85d77nP/s5l6nWRfm7nP8Dbvh7bxTsxiS8TdJ8zsbcC3zOzThNNHHwEmWxjNfRGTvy+Ml9Z+ivU9iOWOuUkSMbPjmv78PvC/zOybhKG/rWeYLqcDnSaRHwBGaI2IiMyuWUwiZrYzcBPhFNJ3zGx7wmmlSc1z6SY/5NfES+s8u4VNsdaZqpNJoN12uWO2unqK6/ab4roGYWpHW50mkWuAr8SM9SBdZiwRkZ6Y3T6RPwVWTY6cin0UNxFODT1C+ML9YLztPsDv3P1ZM7svxgAws0XALoSS7DsAb2s5zj6EUVf3Abua2YKmU1r7APe4+zNmljxm6x13916UC9hEpzv8J8I5v78D/hdwWdPli72+U/1iZi83sx+Z2QNm9gszO2m275OIdGAWR2cB9wO7mNnL4bnRWq8jLI1xJXCWmQ2b2QhwJmEJWmLsrWa2a/z7g8AdcYjvjcC+sfAtZnYosBT4uruvAO4i9LlgZrsBJ7bsN3XMJDP7euL6rc3sjnbbT+qoJTIT2Wu2xSf7a8CZ7r7czJYCPzGzu9393lm+eyKSMZujs9z9fjM7GfhS/BypALcRpkLUgIsJiaYB3Ap8PG53i5mdD9xmZlVgJaFzfrI1cwxwvpltBawCjnb3p+NhjwUuM7MHgHHC0hu3x9i5qWNOxcz+CNgDOMzM/m+eX4hsb+BlnT4fm1W9LmbeFxFOZz3o7ndvzvYFcwiAuy+PPx8ws5sJ/ywlEZEim+XJhu7+FeArifApme0uIKxtPlXsNuCgROxBQmtnqtho7phT+NN4H4YIyW8qU/WdTKnTlQ1fSuhIelHL9b8CjnT3X3Z6wALZm/BNoNkKNiMDi8jsmOV5IqXm7l8xs2sIo7hsipusdfcnO91fpy2RLwM/Ao4klD+pEM7X/R2h072MH7y5YXMiUmQqwDgt7t4ws+0mO+rNbNDd82PQEzpNIgb8mbuvbrru7nhe8JFuDlwAuWFzIlJkaon0wgYz+xDwTsKExflmthD4LPCeeJqsrU47zH/L1LVUhmOsjO4D9mq5bh9CuXsRKbJGny5z2z8AJwOfbrpuAaFf5pOd7qTTJPI3wD+a2YFmNs/MFprZgcDnCUPLqpOXTg9cALcDE2b2dgAzOwA4lM3oUBKR2VGp9+cyxx0HvMHdP09Mme7+BGHtqL/odCedns76KuHUzzEt11eAv2y5bqDTg88mdx83s6OAS8zsHEIdjJPjmGwRKbK530roh+0S0xl+Szi91ZFOk8jpne6wTNz9p4SyyiJSIhqd1RO/NrNXuPudbDpX5Gjg953uJJlEzOyl7n4PgLv/Uyc7M7OXdHpgEZGuaXRWL1wKfNPMvgBUzew9hJG2fwWc1elOci2R28zsI8Cl7l7L7ST2hbyLsErWDrnbllY9c4I0FyP/ralSTwdz52Tbna/NxmvpN+BEPd2tNVbLN1zX1dLr2KyrjyRjq+tD6VglXRU3yFfjTR8zP5pxdb27x5J7Dto9f7nnPvc/m6nXSfa1mWsJtHk/tI13Qi2RaXP3S8xsA2GhrBrh83sF8DZ3v67T/eRe1a8h1HP5WzO7hDCV/ueTC5jExLE/YTGVd8VtDtncByIisrl0Oqs3YvHcaRXQTSYRd783zlT/G0LT5tNAw8yejTfZhnAe7QngQuDClkVTRERmxBYwcqovzGw/YF+eP2cOd/9yJ/vItq/jQu+fBD5pZgcRlmic7LV/gjCn4m531/cCEekffeJMm5l9glAZ+Amev2Jtg1CppK2OCzDGYotlLrgoInOFkkgvnAIc0lQNuCubVcVXRKQI1CfSEzXCErnTUqYZ5iIi0jv/CLx7ujtRS0REykctkV64Cvg/ZvY+pl72/DWd7KTT9UQOA767JXegN2qZ4SC5GMBEOl6ppZ/S6kRmnP5EfrJVdTwTHE9vOzqanrOxamxe9phPjaer6D86sTgZW1DNFQt9NnvMRY3cA03LzQMBeGhim2Qs91hyz0G75y/33Of+Z7n/daVNce/sayzz2sy9ptu9H7LvpQ5pdFZPXAc8TZi+0fXI2k5bIjcBj5jZlcAV7v6bbg8oIjJtW+zX2Z7aF9jR3ae1/EWnfSK7AucTJhauNLPbzOz4uL6wiEhfVRr9ucxxPwO2ne5OOmqJuPtjwEXARWb2x8CbCeOLl8VlFj9f0iVyRaSM5v4HfD98HPiymV3N1H0i/6eTnWx2x7q7/8bMbgYWE6r7Hg+8w8y+Crzb3f+wufsUEdkcW0AroR9uij9fNUWsQYfLenScRMxsa8IiJicTKj3+f8B7gOuBFwCXEWqwtK4vIiLSW+pY74U/7sVOOh2ddTXwRmA9YVjYW939/qabPGRmx1PepXJFpETUEpk+d38QwMyWAHsQWh8r3f2ZzdlPpy2RXQmLud+QWrzd3Z82s49tzsHLpDGRHkfZGM8PM62MpyvpD4ylv1INZHY7MJZ/F1VHM0NCN6THU4xvSL8kVq3PD1F9bHjrZGx+7sFk5MquQ7vhwd3vNzeM9z83bJ+MPbY+/Ry0e/5yz33uf5b7X7d7neRfY5mh6ZnXdLv3Q+691DElkWkzs20JjYLXx6sqQM3MbgDe7u4drbPQacf6qzu8XceLu4uIdE1JpBc+B7wQeBNwP2G07kuADwHnEgZPtaUZ6yJSOjqd1ROvB14+eVorut/M7ga+jZKIiMxZSiK9MA94aIrrf8XGJT/aUgFGESmdSr0/lzluBWHAVKs3Ab/udCdqiYhI+agl0gv/AFxvZicC9xE61l8KHAq8vdOdqCUiIqVT6dNlLnP3G4HXAKPAYcBRwBjw5+5+Vaf7UUukQ9c8+qVk7ER7X3bbyuhYMlYdTQ81HRjNDP/dkJ9MOpgZnFdbn357jK1NvyRWDz1vGeZNPDzQXft/fS1dvfbxofSQWYAFA+nnNmddLV/FN1eNNzeM9+E16djqNfnnr5F57ocy/7Pc/3qgzSDN3GusOpoexpt7TTOaH3adey91TC2RaTOznYFT3f1N8e+PAf8D2MnMVnRaaFctEREpHRVg7InPA/MBzOy/AGcC7wP+g1BwtyNqiYhI+cz9D/h+eBWwZ/z9zcA33P1yM7ueMEKrI4VPImb2EUJ2fKTp6h+4+6kxfhJwNjAEPAWc4e53xdjLgWXA9sA48Al3/3KMbQ98CdifUInnm8BZ7j73x2SIlNwWMHKqH4abSpy8BrgQwN3XmNlWne6k8Ekk+pq7v631SjN7KaFE/cvdfaWZ/RVwo5m9mNAv9jXgTHdfbmZLgZ+Y2d3ufi9wKfAwcDSwAPgecBpwST8ekIhMg1oivfAbMzuUUBPxJcB34bkv3491upOy94mcANzs7isB3P06QvJ4NXBIvG55/PkAcDNwrJktIiSPz7p7w93XAl+I+xORglOfSE98gvCZ+K+ENaEejfW0vg58sdOdlKUlcoCZ3Q7sAvyCcNppBbA38O8tt10J7EdIJitbYisIZewnzwP+qiW2X4/vt4jMhLn/AT/j4hma7wOL3N3j1c8SPl+v6XQ/hUgiZvYWwkiBVquA/0lYHOV8wmLynwRuMrP9gIWEpliz9fH6Sia2EBhr6f+YjG22xob8kMbqhswQ3/UTydhgbsjnvHwjspYpGFsbTg8XrQ+mhw5PVPPDYnP1oydq6fu7aix9ZxcP58eoDg+kn7+csVr+pZ+7T7lqvLlhvBN/yD9/g6vTz/3gmswQ33XpT9ShTAxgcG16GG/utVnJvKbrbd4PvbAFtBL6wt0fbvm7AXScQKAgSSSeclqeucnXJ38xs/8HeC+hFbKGOEStycJ4fSUTWwOMmFm1KZFMxkSk6NSxXhiF7xMxsz3jebpJk5NJxwlT9a3pthVCcrknxvZq2d0+MbYCqAFLp4iJSMGpT6Q4Cp9ECPVdlpnZZKvp/YQE8QBwNXC4mb0kxk4htCa+D9wOTJjZ2wHM7ABCTZirY0f6DcA5ZlYxs20I68Vf0Z+HJCLT0ujTRdoqxOmsNt4FXAz80sxqhM7yo929Rqh9/y5guZkNE+aSHOXuEwBmdhRwiZmdA2wATo4d8gDvJqwL/wChVbIcuLJ/D0tEulVpzN4nvJkdTPjsaLY98A3CGhxTzj8zsyrwGUKNKghfhk929yfjfks5563wSSQ+wX+ViV8LXJuI/RR4ZSL2DHBMD+6iiPTbLLYS3P2HhNPmAJjZPOCnhLlnuflnpxNmiR9AGCR0cbz+zWWe81aG01kiIpsoWJ/Ihwinz39Jfv7ZScAX3H1tHAV1AfBGM1tIiee8Fb4lIiLSqihlT8xsR8K3/v1pP/9s7/g3TberEgYAlXbOm5JID9Q35OcyVNa3TlfZqLouPedgcH5unki+FHxtOB2vZ/7rjWpuFYX8MSfq6XkQz46nG71r16fL4T81siB7zMFqd58mE/V8I3x0NF2efnxD+gnMlXPPzQMBGPpD+rkfygw+z8bW5p+fwXXpuSDVden5Ho3Ma7rd+6EnitPpfRZhsM6jZrYn+flnm8xri/0ko2ycuzbrc966odNZIlI6RTidZWYDhFNUX45XPTf/rOlmzfPPNpnXFrcfYePctdy8trZz3hLHnHFKIiJSPsUY4vsqYNTd/yP+3W7+2Sbz2uLvE4C3xso0501JRERKpwgtEeBPgfsn/+hg/tmVwBlmtjgmibOB5e6+nhLPeVOfiIiUTqVeiE6RXdl0nSPIzz/7IrAH8BNCP8dPgL8GcPfSznlTEhGR8ilADnH3v57iuuT8szis94PxMlW8lHPelEREpHSKMsRXlER64prHLs/GT9j99GSsOi89xHdgJDPENzOEF6CRHcab2zY9zLRSzw3/hepEpoz8hnT329i89J0dG0oP/wVgoMuvpLX8Y2E8Ha9mHsvQ+kzJ9kw5d8gP1R3+Q/pxjqxOl3MfWpMvlT+wJj2Mt7I2M4x3zdpkrN37oScK0BKRQElEREpHFXaLQ0lERMpnFgswyqaURESkdNQnUhxKIiJSOjqdVRxKIiJSPjqdVRhKIiJSOmqJFIeSSB9c/WB6bZgT93xvMlYdylSEHcgP8c2M1M1vVk/vt5ofLcrAWPqgA/PSsfpIJpYupgtAo8vCPe3OqVfHM7HRzDDeTAHbwXX5T77cEN/cMN7hVel/zOCq9BBegOrq9DDexh9WJ2O513RfKIkUhpKIiJSOWiLFoSQiIuVTUxYpCiURESkdtUSKQ0lERMpHo7MKQ0lEREpHLZHiUBIRkfJREikMJZFZVludHkY5kBniO1DpcgwvZN+Alcww3oGx/Hja8dzw1nSxYmrD6ceSq0YMMzfEN/88pJ/AgcxzMNRuiO/a9J3KVePNDeMdWJWutgv5Yby51+Zsq6hjvTCURESkdCrqEykMJRERKR/lkMIoTBIxs22BLwBvApa4+5NNscOATwELgbXAB9z9OzH2YsLaxbsT1he+zN0/HWPzgUuBgwkvuzuA09x9fYy/HzgFqAK/BU5191/N/KMVkWlRS6Qwujyj3FsxgfwI+MUUsR2B64HT3X0pcBpwnZntEG+yHLjF3V9MWIP4DDM7PMbOA7YD9o6XbYFz436PAM4ADo77/S6J9Y1FpFgqjf5cpL1CJJHoL4Arprj+GOBed78DwN3vBH4OHG1m+wIHABfF2JPAVcAJcduTgIvcfdzdJ4BlLbGr3P3x+Pcy4CAz26vnj0xEeqvR6M9F2ipEEnH3Z9z9vkR4b2BFy3UrgP1i7CF3X9caM7PtgCUt264Ado4tn032G/fx+7hfESmwSq3Rl4u017c+ETN7C/D5KUKr4qmolIVAa6nR9fH6djFa4pO/t9tWRIpMn++F0bck4u7LCf0Xm2sNsHXLdQuBZ2Js/hSxNfFCS3wyQUzGU9v2zTWPfikZO27nU5OxNoXgGcg0xSu1dFnx6thIep8b8i+XwQ3pe1UbSTd6a0Pp+1ofzM+HmbFS8BOZuSCZMvEDo+kdD65NP+8Ag+vSc0EG1qTngnRbzh2g9syqZCz32pxtGuJbHIU4ndXGfYC1XLcPcE+M7WpmC1pj7v4M8EjLtvsAv3P3Z1v3a2aLgF2Ae3v9AESkx9QnUhhlSCI3Avua2SEAZnYosBT4uruvAO4CPhBjuwEnsrGD/krgLDMbNrMR4MyW2FvNbNf49weBOzTEV6QE6n26SFuFmCdiZn8JfAyYXMfuTjOrASe5+7+Z2THA+Wa2FbAKONrdn463PRa4zMweAMaB89z99hg7F7gYuJ9wFvVW4OMA7n6LmZ0P3GZmVWAlcPxMP1YRmT6dziqOQiQRd78BuCETvw04KBF7EHhdIjZKmEyY2u8FwAWbdWdFZPbV1UwoikIkERGRzaIcUhhKIiJSOjqdVRxKIgV2zSNfTMaO2+nk7LYD4+nhotVMrDKa2W59evgvwOC69MupPpIZ/jucHt/RGGg3xLe7kviVev5DKDfRbGAs/TW4OpoZPr0+U18eqK5LD+OtrO1uGG+7cu5FHsabpSRSGEoiIlI+SiKFoSQiIuWjkiSFoSQiIqWjPpHiUBIRkfJREikMJRERKZ82AyOkf5RERKR81BIpDCWRkprO0MwTdj89GatsSFfCH1jXWvR4U9V5w8lYYyQdGxzK1CQezJd3a3Q3wrf9qnUT6WG8lfH0MN7K6Fg6tiEdA2isTw/jra9Zm4xd/eAl2f3OSUoihaEkIiLlU9OU9aJQEhGR8mkoiRSFkoiIlI9OZxWGkoiIlM8sj84ys+2ALwD/lbAExZXu/lEz2x74ErA/oUzkN4Gz3L0el5z4DHBU3M19wMnu/mTc50nA2YQlMZ4CznD3u2Ls5cAyYPt4vE+4+5djLHnMmX0WgjIsSiUisqnZX9nwCuBxYDfgT4DXmdlewKXAw4SF8w4EXgWcFrc5Pf59ALAn8BBwCYCZvRS4CHiDuy8FPgvc2LSg3teAz8XYkcBFZvaSuN/cMWeckoiIlM8sJhEzeyFwOPARd2+4+xPu/meE5biPBj4br19LaK2cEDc9CfiCu6919wZhLaM3mtnCeJub3X0lgLtfB1SAVwOHxOuWx58PADcDx8ZlvXPHnHE6nbUFyg0JPW7HdyRj1XnzsvutzEtX+a2MpGPVoaFkjIE233OqXX4PareoUWb0T2N8PL3daLoSb31DOhbiG5Kxax67PLvtFqeWHmbdBwcSWiFvN7MTCaeQLgV+HOPNS2yvAPaLv+8d/6bpdlVgrxj795bjrIzbVuLvzVYALyO0aHLHnHFqiYhI+czu6axtgR2AUXd/CXAi8Engz4Gxlr6I9cDk5KuF8W8A4u1G4/WbxFq2bRfLHXPGKYmISPnMbhJ5FmgAnwdw93sIp5deA4zEDvRJC4E18fc1wHMzds1sABiJ128Sa9m2XSx3zBmnJCIi5VNv9OcytQcII6iav+03gJ8ANUIH96R9gHvi7/cB1hQzYALw1piZVQinuO6Jsb1a7sPkfle0OeaMUxIRkdJpNOp9uUzF3R24AzgHwMz+iNDR/i3gBuAcM6uY2TaEEVlXxE2vBM4ws8UxSZwNLHf39cDVwOFNI65OIbQmvg/cDkyY2dvj8Q4ADgWujh3puWPOOHWsi0j5zH7ZkxOBL5nZg8Ba4Gx3/56Z3QNcRmit1IDlhOQB8EVgD0KLpRJ//jWAu99vZu8ClpvZMGGk11HuPgFgZkcBl5jZOcAGwvySyU76d2eOOeMqDc387MgTT6zeIp6omRqdRWZ0VmULGZ3V0OistpYsWdRRSc3DFr+jL+/H76y6vMsSn1sOtUREpHz05bcwlERkEzP1jfe4nU5OxiqD6ZZIZZZaIo1cS2Qi3RKZTol+6VyjXUtS+kZJRETKRy2RwlASEZHy0fK4hVGYJGJm2xJqvrwJWNJU2fLVwK1sOq1/1N0PiPGuqlu2q6gpIsXVmN2yJ9KkEEkkJpAfEYamTeUhd997iu0mq1ue6e7LzWwp8BMzu9vd72VjdcujgQXA9wjVLS9h04qa64CL4/Vv7uFDE5GZoEWpCqNIkw3/gs2fIDOd6pa5ipoiUmCNeqMvF2mvEC0Rd38GeCbO/JzKIjO7kTCd/2ngPHf/DqEsQLfVLXMVNe/u7pGISF+oJVIYfUsiZvYWYsGyFqvc/cWZTR8Frif0X/yG0GL5WlzEZTrVLZ9XUdPMRklUv+x0EpRM7dba9bN9F2QOubX+v/V+LIi+JZF4yinV55Hb7pfAu5qu+qqZnQX8dzqsbtmUSDqtqCkiIh0oUp/IlMxsJzPbreXqKmEk1nSqW+YqaoqISAcKn0SAY4B/NrPtAMzsEGBf4DtMr7rllaQraoqISAcK0bFuZn8JfIxQox/gTjOrEUZQ/SPwQuDH8bpVhOqWD8Ztu61umayoKSIinVEV3wJITbSMscOATxH6c9YCH4gj0zCzFxOS4e6EJHmZu386xuYT5skcTFgw5w7gtMmWlpm9n7BmQRX4LXCquzePZCut3ATUucbM3kkYnv5hdz8/Xtf1JFszO4nQKh8CngLOcPe7YmyLeV6lc2U4nTWnNU20/MUUsR0JI9NOd/elhImS15nZDvEmy4Fb4ui2VxJOzx0eY+cB2xGGMu9NWBf63LjfI4AzgIPjfr8LXDszj7C/miagfi4+tiOBi5oW+5kzzOxi4LXAL1tCk5NslwIHEibVnhZjzZNs9wQeIkyyJY54vAh4Q3zuPgvcaGbDW9LzKptHSaQYUhMtjwHudfc7ANz9TuDnwNFmti/hg+CiGHsSuIpNJ1Ne5O7jcWGbZS2xq9z98fj3MuAgM2sdpFBGyQmos3mnZsi17v5mYPXkFdOcZHsCcLO7rwRw9+sIp3pfzZb1vMpmUBKZZe7+jLvflwi3ToiEjRMm9yaUg1nXGouDEJa0bLsC2Dm2fDbZb9zH79k4EbPMUhNQ58Jj24S7/3CKq6czyXaq19tKNr7etojnVTZPITrW57ppTLRsN5kyF6MlPvl7u23Lbi4/tk5MZ5Jt7rmrZGKyBVMS6YNuJ1oSJj5u3XLdQuAZ2k+0pCU++WafjKe2Lbu5/Ng6MZ1JtrnnrpKJyRZMp7OKrXVCJGycMHkfsKuZLWiNxVpkj7Rsuw/wO3d/tnW/8Tz6LsC9vX4AsyA3AXVLMJ1Jtq2viwrhNNbk621Lfl4lQUmk2G4E9o0TLDGzQwkfDl+Pc2HuAj4QY7sBJ7LpZMqzmkbWnNkSe6uZ7Rr//iBwxxwZ4pucgDqr96pPpjnJ9mrg8KYRV6cQWhrfZwt/XiVN80RmWctEyz3YODHyJHf/t5hAzge2Iky0/Ft3/37cdnfCZMo/JozbX+buk8M1RwhrpLyaME/kVuC97j4W4+8jDPusEjpM3+nuv+/HY55pZnYgYdjqEsIE1I+4+1dn9U71WDwNNTkgYzfCh/3ThGG4nya8Lg5k4yTbD7t7IyaOTxBG/j03ydbdV8X9Hgt8CBgmtGZPd/efx9iBzPHnVTafkoiIiHRNp7NERKRrSiIiItI1JREREemakoiIiHRNSURERLqmJCIiIl1T2RMprTgp7nbgte7+0x7ve1fgP4Dj3f3WXu5bZC5RS0RKKZZ7+Rrw0V4nEIA48fJU4Boz26nX+xeZK5REpKzeAwwQlk+eEe7+DUItqr+fqWOIlJ1mrMusM7MTCKvx7e/u/xmv+xKhbMd/dffxlttXgEeB/7dpOeC3EUpyHANcSCgFsgI40d1/Fm/TAN4KHAf8GfA7wiJNLwPOARYTWjcnu3stbvMm4CvADrF4pYg0UUtEZp27Xw38MxuXaX01YcW8E1oTSHQQsANwS8v184GTCevK70hYNvamuK74pLMIRSu3A35NKFa4lFC99hXAW4DDm27/L4QWz2u7foAic5iSiBTFaYQlet9GWM71bHd/3rrz0QGEopI/nyL2CXd/PBYU/DjwIuDlTfGb3P1n7j4KfIuQbD7k7uvd/X5CafN9J28cy+r/ltAqEpEWSiJSCO7+FKH0+OXAw8S14xOWAM/GteNbNSeeX8efL2q67j+bfl8HPObuG1qua1186Yl4TBFpoSQiRbKUUNJ8N7pfdnWg6fdK/Nm8VGzz71P9LSKbQUlECsHMjHD66c+B3wOfy9z8CWAbM5tqntOeTb9Prl//22nevSXAk9Pch8icpCQisy4usPRl4HJ3/wHhtNZxZnZkYpN7CK2M/aeInW1mO5jZYuDvCKe0/n0a921bQsvop93uQ2QuUxKRIjibMNrqbAB3X0mYm3GZmU3VF3E38DhTj5i6GvgB8Bjh9NiR7j6dceyHEFYH/Jdp7ENkztI8ESklMzuHMJzX3H0ijuq6AhhKdLh3e5wfAD9393f1ap8ic4laIlJWF8afp83UAeLptH2Aj87UMUTKTklESsnd1wJvBD5iZgf0ev+xAONlwHHu/kiv9y8yV+h0loiIdE0tERER6ZqSiIiIdE1JREREuqYkIiIiXVMSERGRrimJiIhI1/5/7bmpUYJY4MYAAAAASUVORK5CYII=\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plane_xy.z.mpl.scalar(\n", " filter_field=field.norm.sel(\"z\"), 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", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plane_xy.z.mpl.scalar(\n", " filter_field=field.norm.sel(\"z\"), 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": [ "
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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plane_xy.z.mpl.scalar(filter_field=field.norm.sel(\"z\"), 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": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plane_xy.valid = \"norm\"\n", "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": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "field.sel(z=10e-9).resample((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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sTH5+cXFxtG/fkgwZMnL48EHmzl3A9983N/n8BAwGA2PGDCdNmjS4um5ix4495M9fQJWOEHfYsmUzp06dYM+eQ58toCnZVBsnB4S4w/btW9DpdEyb9tvr9C1z+fPPNXh7ewGQIYO6STq9Xk+/fj158eIF1tbWpEqVGltbW7M0nj8Pom/fHghxh3LlypM1qzG60cnJvGzbtGnT0a1bL+rVa4iv72MeP35EpkyZ6NGjj1k6AKlSpeLnnwfRtWt3Vq9eQd26LhQsWIgHD+5z+7aHWVuD5MjhwM6d+3Fz20SrVm3ZuXM7K1YsZdy4kQwaNIy+fX82ScfKyooFC5aRLl06Tp8+Qb9+Pblw4Rzjx08xKxxLp9MxadL01++ZFi0aqzIVnU5HkSJFGTlyLOfOnWHKlPFMnjzDLA1LI3soKpg2bRLz5s2mUKHCrFixjmLFzC8rCgsLpWLFUlhb2/Drr6No376TWRGCCcybN5tt29xo164TrVu3JVu27GZrREVFYWtrqzqqMTliMBi4cuVfgoODqV27riqNx48f0aOHMTpyxYp15MqVW1U7Zs6coqmnAvDokQ916lTnjz+WUr9+Q1Ua5iADlixEXFwcFSqUpHLlqsyc+buqUGmAZcsWERkZSY8efTSlfN26dZMSJUqp3nJDoo3o6GgmTRpLgwaNTc63fZsEU9m8eSP79v1Dzpy5VOns2bOLIUN+5ujRM6o1TEUaioW4fv0qt2550K5dR00f4sjIyCQf8yf5fBgMBnbu3E7jxk3NHrK+yYgRQ/D0fMCWLTst17h3IA3FQqidL5FIPgeRkZE8fvzoky9mlIYikUgshlyHIpFIPjnSUCQSicWQhiKRSCyGNBSJRGIxpKFIJBKL8dUbyqpVy3jyxE+zTkBAgAxFknw2DAaDxd5vz58HWUQHvnJDEeIOkyePx9paW0mTXq+nTZtmbN++RXObAgIC8PS8r1lHkjQxpwbpY6xZs9IipjJ79gw8PR98/I4m8FUbyvz5c+jQ4QeyZs2qScfNbRMREeGqKk/fRK/X07t3N5YsWaRJB8DHx5tFi/6QvSYL8ezZM+LitO98++yZP9OmTSImJkaTjk6n4+zZ04wZM1zz3zhduvS0bdscf/+nmnTgKzaUhw892bt3F/36DdSkExYWyrRpk5gwYapZFafvYtas6QQGBjBx4lRNOj4+3jRv3oiAgGeadMDYtb55012zTnInKiqSJk3qaU7Ay5HDgatXL9O48Xc8fOipSatChYqsWLGUoUMHaur5FCpUGG9vL9q1a0lISLCmNn21hrJw4TxatmyjuYhqwYK5KEoR6tVroEnnyJFDrFixlFWr1qsuFgwLC3ttJk2aNGP8+Mmq6o08PR/g7n6DCxfO06RJPX74oS2vXr0yWyc6Opr169dgMBiIjY3Fw+Om2RpgNLWwsDBVMZRHjx6mb98eLF++mAsXzhMeHq6qDblz56FcuQq0bt2UVq2acv36VVU6AO3bd+Lq1SvUrl2drVtND656mwoVKgHw559rGTFiqOoeVELI0/37d1m6dJGmHs9XaSh+fr5s2+ZG//6DVGtER0fz+PEjli1bwsSJ01QXCp4/f5Zr167Qr19Pfv/9D9U1GLdueTBkyM8WMZPmzRvRp083OnZszXff1ePMmX9Jlcr0jRoNBgMHD+6nZs1KTJs2kZYtm1CwYC5at/6esDDT9mc7duwItWtXp2jRfOTMmYn8+R04d+6s2c+ndu3vKFOmLGPGjKBJExeKFy/EuXNnzNYBGDRoCGnSpOXkyWNMnDiWgIAAVToNGjQmbdp0vHoVxsOHnqrT34oXL4mjYz7s7VPRpUs31TVmBQoUpEWL1lhb29C4cVNNRa9fXS3Pjh1buXz5EkFBQSxdukr144we/Sve3l5kzZqN339foFqnd+9u7N27i9at22nS6dSpDYcOHaBMmbK4uf2lKlU9wUyePPHDxsaGrVv/Nrsk38PjJuPGjeLUqeOvj40cOZbvv29G/vwFzXqzPn36hKlTJ+LmtglbW1v0ej0FCxaiYsXKTJ8+26x0shUrljB69HCsra1p0qQpI0aMVZU9Mm/ebHbu3MGzZ0/Zvn0PRYsWM1sDYMqUCcTFxXHgwF4OHTpO6tRpVOl4e3uxceN6rly5zNatO1WbQWxsLBMnjuHZM3+WLfv4lleyODAeZ+dqeHi406VLN0aNGqd6O4Ny5Yrz6JEP9eo1YMGCpap0goNfUqJEYSIjIylVqgx//ulK9uw5zNY5f/4s339fHxsbG378sSuDBw83e6LZ0/MBnTq1IXPmLJQuXZbSpctQrlwFs7doCAwM5MWL57x8+YKQkGBevnxJzpy5qFy5qlk6b3Lt2hVWrlzG1KkzuXz5Eu7uNxg4cIjZOitWLCF//gIcPnyQzZs30L59J6ZO/c2sLTJevXpFQMAz9uzZxeLF81WbSmxsLFZWVnTs2Jq0adOydOlq1WYQFhZKpUplmDt3AS4u6ofeT574UblyGY4dO0P+/AU/eF9pKBijBxwdsxMZGcnIkWP55Zdhqh7jyRM/SpUqQqpUqdm4cQtVq1ZXpbN+/RqGDh1I374DGDVqnKpJXYPBQOPGLuTKlYvhw8eoTvwKDAwkQ4YMFtl/5lOQ8D7VGiSVED/h6fmAgwf306dPf9VaCxfO12QqYFwDUrduTfr1G0i3bj1Vt2XDhnUsXvwHJ06c15SnMnToIGJjY5g378NXGqWhYOweVqhQkh49ejNlykzVb87du3fyyy8/4+q6nfLlK6pua5cuHenc+Secneuo1vDz8yUg4BmlSpVRrSFRz8KF8/Hyesjs2fNUa1y58i8tW37P9u27KFu2vCoNvV5P3bo16djxB7p37626Ld7eXtSsWYnTpy+RO3ee995PGgrGKylbt7qyePFKTSFJ8+bNpnbtupQsWVq1RkxMDC9fviRLliyqNSRJA0uEbm3evIF8+fJrGhqePHmcHj06c+HCNU07E/br15M0adIwY8ac994nWRuKoiiOwENAvHVTdSFE4JsHPmQo7u43UJQimteLvHr1yqyrHhLJ52LbNjcaNmyieukBwN27gpEjh7F16873GuUXYShCiI+OUWRim0Ty6ZGJbRKJ5JOTrDb6UhTlT6AMEAnMF0L8mchNkkgkb5BceihhwGpgjhCiODAIWKYoSs1EbZVEIvkPyWIO5V0oiuIKPBZCDH3zuJxDkUg+Pcl6DkVRlIyKory9dM8K0FYDLpFILEqyMBSgCnBGUZS8AIqiFAcaADvVChoMBtq3b4mv72PNjTt4cD9BQZZLvZJITEVt9fTb3LrlYRGdZGEoQoi9wDTgoKIod4ANQA8hxAW1mvfv3+PcubNkzZpNU9siIyPp1aurqtL6t3F13ci1a1c060iSPmorld9m1qzpxMbGataZN2+WRVLbkoWhAAgh5gshisT/lBZCqA+SwLiqsEqVqprqHgBOnz5BjhwOmrd+jIyMZMKE0URFRWvSAZg+fRJubps060j+S0xMjMXCpkaMGGKR3sW1a1dYvPgPzTovX75k1KhhmtPfko2hWJrTp09So8a3mnUOHNhPvXoNNevs3r2T7NkdqFixkiadR498WLZsMaVLl9Wkc//+Pe7du2uRfFutKWBaiYmJsUgUpq2tLb/++gvu7tc1a/n7P2XQoL6a26XT6fjtt2kIcUeTTkREBEeP/sPevbs16XyVhqLX6zlz5iQ1ami76hwXF8ehQ/upX1+7oaxZs5IuXbppqqa9c+c2v/02jebNW6EoRVTr+Ph406FDK5o3b8Q//xxSrQPGaIXOnTtYZGcBtcTExNC/fy+uXr2sWStPnry0avW9ZlPJnj0HO3fuYMGCuZp0dDod0dHRDBzYR9PQJyIiAoBp0yaaHIL1Lr5KQ/HwcEen0+HkVEK1RlxcHDduXCM6OkpTxfGNG9f488+13Llzm1at2qjWCQsLo2XLJvz11za6deul6Ztv5sypeHk9RK+PpUgRdWX5YCx4a9myCWfOnOLvv3eYff6rV68YMWIInTt3YNSoYSxcOJ+DB/eb/dzs7e2pUqUa9eo50717Z029rjJlyvLixQvNppItm3HubunSRVy8qHoqkHTp0pMtW3acnevy/Ln6eTxjAFYBJk2apqnW7aszlPPnz/HPP4eoVq2mpgrR9evX8Pvvv1GnjgsREerHwl5eDxkyZADp0qXj0KEDqnVu3rxBQMAzoqOj2bNnpwYdd7ZtcyNz5iwMHTpSVfWrXq9nwoQxjBs3ioIFC1O3rgtxcebvI5MqVSrGj59CypQpWLlyGZMmjeXhwweqenHt2nWkUKHC7Nr1F40afaf6Q1yqVFmsrKywsrIiJCRElQaAo2M+GjduSoUKlTQNc+fOXUDLlm0IDAzUtHvDgAGDqVXLmTNnTktDMYdz504zc+ZU7ty5xdGjh1XrhIQEc+DAPnbs2Ko6fBl4vXVBmjRpcHGpr1rn6lXj1aHBg4cxfPgY1UOn+fPnMGzYSC5evE63bj1VvbliY2MZOnQE9+75cOLEOTZt2kbfvj+rapOdnR1Ll65mxIgx5M3rqDrMysbGhlGjxpMmTVpiY/XY2KgLkipRoiSrVv1JypR2mjbI6tq1B9Om/cbRo4fx8/NVrZMuXXrq12/IwYP7NM/HVK9ei9OnT2rSSFa1PJbAzs4Og8FA6tSpqVWrtmqdhD/eTz/10JRh8fTpU9KnT8+6dZtV54oCXL9+RbOZREVFMW3aLM0ZLSlSpDAr7/Vj6HQ6Bg/+FReXBhQvrn6Y2rBhY6ytrQkMDCAqKkqVRqpUqWjUqAmhoSFMnTqR+vUbqbpSaGNjQ/bsOfjuu/qsX7+GESPGqGoPQPnyFYmKiuTGjWuagraqVatOz55dePHiORkyZFSl8dX1UFKmtIufGZ+rKe7QYDCQN68jo0aN19SewMAAli9fS758+TXpODvX1WQmYDSCpBz4pMVMwGhM9es3pFOnzlSpUk2TVuvW7UiRIgVHj/6jSadLl25s3Lhe08ZfNjY21K1bjwMH9mlqS8aMmShWrDhnz6rbFQC+QkOxs7Pjxx9/0nxZVafTMX/+Ys1BS9269eTbb9X3lBJo27aD5rxVielYW1uze/dBzfsx1ahRi2LFnPDx8dKkYxz27NekAVC9es3/7FhgLl/dkCd37jya5ioSaNWqreZNwgBNMZKSxCVt2nSaNXQ6HW5uf2nWcXauw/Hjx4iNjcXGRv3HukaNmsyaNV31+cm22vh9yGpjiUQ9CWtZPmZK76s2/up6KBKJ5P1o6d2AiYaiKEpaoC5QGkiYtQsErgH/CCESd221RCJJEnxwyKMoSlZgHNAdo/n4AAllklmAPEAssBKYLITw/6StNQE55JFIPj1mD3kURakDbAbuAp0w9kRevnWf9Bh7LgMAd0VR2gshjliozRKJJJnx3h6Koij+GDNHdpkipChKE2C5EML8zXktiOyhSCSfHjURkGVNNRMAIcRuQN0+iolA797dNC8EAti5c7vFMjIkEjVYItwL0FSkmMB7DUUI8brAQFEUnaIojRRFGaYoyri3f951TlLHw8MdOzs7zTrLly/h4UPtSVcrVizhyBFtUQGS5IW3t5dmDb1ez/TpkzXrvHr1irFjh3+2gKXVwDagFeD81s+3mlqQSPj5+VlkYZqPjzd58zpq1vnrr+2acigSGDlyKBs2rNOsI3k/58+f1awRERHBhAnq63cS8Pb2YtOmP/H313Y95M6dW1y9eoV//72oScdUQ2mGcQhUSQjh/NaP9nXjn5nQ0BBCQ0PInl3bdE94eDjPnvmTJ09eTToGg4E7d25TtKiTJh2AEyeO4eCQU5PG8eNH2bdvD48fP9LcnqSCwWBQXRD4JpGRkQwfPlhzjquf32P27t2Fu/sNTTp37wqio6NZvXqZJp2EivlVq7TpmGooIYCnpkdKQvj5+ZEuXXpSp06tSefRIx/SpUuvaaf7BJ2YmGjy5y+gWiMoKIh//72Ip+cDypevoKk9165doUuXDnTp0lFztKC7+w2LxC9qRafTMXnyOM1tCQ5+ye3bt9i4cb0mncePjbstzJ49Q5PO3bvGv8/atas0ZdR6eBjnAffs2fU6UkMNphrKNGCyoijqk1eSEL6+jzV/iwP4+Hhp7p1cv34VV9eNFC5chJcvX6rW0ev1NGlSj5QpUzJ79kxNHxxfX+NUWJUq1TRFST586En9+s7s3LldtYbBYGDBgnncu3dXtUYCp0+f0hy5mPA3mjFjsqas3ITtW/bv36Mp+S04OJh8+fJTs6Yz9+4J1TrVq9eiYsXKTJw4TbUGmG4oV4C2QLCiKF6Koni++aOpBZ+Ze/fu8uDBPRwcHF7naKrh8OEDuLltJm3atJrG1DqdjtmzZ3Dr1k3Wrl2pWiddunTo9XrCw8Np2LCJpspjX99H1K3rwoQJU1RrALi5bWThwmU0bdpCtYZOp6NcufLUrFlJ86R1zpw5mTJlgqYg5uBgo4lERkaxZMlCTe2pXbsuLVq0wsZG/c4Lo0aNo2ZNZwoUKKApC6VJk6bky5efsLBQsmXLrlrH1IX764CbwB7AMjsLJRI+Pl6MHTuS1KnTsGLFEgYMGKxKJ126DOzaZawS1bLJV86cuQFInToNPXv2Ua2TIkUK7OzscHFpQOXKVVTrAKRNm5ZZs+ZpyosBGDJkhOZtSgCqVq3OvHmLqFZNW6i4g4NxEn7GjMmULl1G1aS8nZ0dEydOY926VQwdOkJ1Wzp0+AFra2vc3DZRtKj63F5ra2vy5nV8PWTRQs6cOTWlx4HphpIHKCWESPZbfxYrVpy4uDgiIyNo3/4H1TqFCxcGjNmgWlLvM2bMiJ2dHX369NdcDp81azbGjp2oSQNgypTfSJMmrWYdS5hJAm3bdtCs4eRUnBEjxtCwYRPVV/hKlChJvnz5mDRpLEFBQZpyXIsVK87t2x4YDAZNPcq8efOyf/8e1ecnkCNHTk1xpmC6oZwCFIy9lGRN9uw5yJgxI3XquGhKJ0ufPgNZs2ajV6++mr7JE9L3e/TorVojgREjxmie0wHInDmzZo2kSOfOP1kkhCp16jQUK1acK1f+1fRlUriwwsuXL3n27NnrFHw15M3raJE1LcYeirbtTkw1lE3ARkVRdgHeQNybNwohVmtqxWck4QPcvXsvzVqVKlWhXbtOmnUmT55ukR5BixatNWt8yVgy0W7btr81X91LkSIF1avX5Nmzp5oMJU+evDx75k94eDj29vaqdXLkyMmTJ9qGPCYFLCmKEveBmw1CCG2DbRNQFKUCsADIDMQA04UQ/3PtzpRanr//3qFpojABL6+HODrm06wjkWilT5/uTJo0XVOv++XLFxQunBcfn2ekTJnyg/d9Xy1PskhsUxQlBfAAGCqEcFUUpSDwL1BDCPGf2ShTDEXrmFUi+RIxGAyEhYWa1Fu2WGKboij/c6lZCPGhHowlqBP/OK7xv+8rirIXaA+YPb0tzUQi+V90Op3mobepiW0VgEVACeBdi9s+9ZCnCHDvrWN3AW3R9RKJxKKY2kNZhjHycTCJsw4lFfD2KrSI+OMSiSSJYKqhFAaqCSHULy3VRhjwdtZAqvjjEokkiWDq0vsHgPrrUdrxwGhqb1IU0FaqKZFILIqphjIIWKAYsVEUxerNn0/YvgSOAbGKonQFUBSlFOACbFAjVrVqOby8HmpqUFRUFDNmTNG0haREYim0lH+8yblz6rchBdMNZTPQArgFRGFcB/Lmzyclfsl/U6CHoij3MBpJNyGEqhJUg8GguWbhm2++YfHiP15XjarlyRM/+vTprkkjgeSwBEDyXzw9taf9GQwGJk8e9/E7foTAwECmTtVWumGqoQwHegE/vefnkyOEuCaEqCqEKCSEKCGEUF0T7+CQU7MR6HQ68uTJi4+PtyadNGnSsmPHVs25oDduXKNuXW3FcxLTOX36pGaNuLg4hg9XV5z6JqdOnWDnzu3ExWlbvbFhw1quX7+qKTzqQ9tolBRC3AAQQpiUKagoSom3F5olRRwccvLkibaaBcAihpI6dWry5nXk9u1bVK1aXbVO/vwFuHXrJs+ePdNUsBYUFMS5c2eIiAindet2qnWSKhEREaRMmVLTWqSIiAiGDRvE2bOXNens27eHEyeOERERoSnfeMmSBYSHh/P48SPVtVyxsbGsXbuKqKgoPD0fULiwokrnQz2UI4qi9FMU5aNrTOLnUvoByWJPHgcHB809FLBcUVbRok7cvu2hSSOhYO3o0cOqK0afPw+iT59u/PRTJw4fPqCpPYDmfFJLYzAYmDBhtOaFjUuXLuTBg/tERkaq1oiLi3ud1ubnp/69KMQdjhw5DPx/epsa9u/f8/pLVksUwocMpTbGydi7iqIMURSl5JsTsPEmUlJRlMGAiL9vHdUt+Yw4OOSyUA/FER8fL00az549o3BhhdOnT/HXX9tU66xbt5qgoEAGDeqnelyeMWMm2rRpD/x/aptaLl26QMOGdTl79rQmHTCGYs2aNV1zl3727BlcuqTN5J4+fcL8+b8DxjhItezdu5tbt4zGnxAHqQZf30fUqFGLsmXLaaoULlOmHO3adaRbt56aApY+tI2GO1ASWAEMA64C0YqiBCqKEghExx/7FWMqfqnkMNx59eoV2bPnwNfXV9M3qJfXQ168eM6NG9c15YL6+z9lwYK57N27i4cP1YffNWvWgqioSOLi4kifPr1qnVat2vLLL0M1T1pXqFCJHTv2sGfP35omi8+ePU2NGhUpV648VlbqLyju3LmdWbOmkzOntujPxYsXvP63lsjO/PkLUKPGt7Ro0YqoKPU9ndq1v8POzo727X+gU6fOqnVy5crN06dPKFmytKah9wf/QkKICCHEDCFEdoybeHUHZsb/dAcqADmEENOFEMkiyS08PJxffumPu/t15s+fo1onW7bsbNiwlgcP7hMYGPDxE95DiRIlqV+/EYCmbT3SpUvP8OFj4v+tLahp+PAxlC9fUXOye/XqNZk69TdNhlKxYmWWLFmJs3Nd1Rq+vo+ZO3c2gOYs4QkTpmBnl5K5cxdia2t2KdxrnJyK4+3tRZcu3XFxaaCpTQlbuWgxXDBeccyRw0GThsmviBDiKsYeSbImS5Ys1K5dly1bNuPkVFy1jp2dHV26dGf27BkULqw+yBlg2LCR7Nu3m1y5cmvS6dSpM6tXLydduvSadKysrJg3bxGxsbHY2Kj/0IDxapiWOQsbGxuaN2+lqQ05c+Zi5cp1HDy4X1PvDYyXeSMiImnbtoOm1yYsLJRHj7wpUqSopvYYDAZ8fLwtEqxlib2qPseitCRHQrhSsWLqDQWga9cepEiRQvWMeAJOTsVp3Lip5m9PGxsbJk2arvlDA5AqVaqPZmIkJwoVKkz//gPp2PFHTTpXr16mXLkKmo32zp3b5MjhoDmkKSAggMjISM1fRmFhoYSEBH++HsqXROnSZSlXrrymHgoYezutW7fT3EMBGDp0hEW29vj229pygdsH0HqFp1WrtjRo0EhzO0JCQnB21n4Nw8fHCweHnHzzjbYdbiy1V9VXaSgAAwYMwdExv2adQYOGakrJSqBYMe27BiYg814+HTqdjtSp02jWqV27LrVrq58XSiBFihSvr8xp4ckTPxwctPVOwPQIyPrAQSFEkv/qMyWxDWRqm0TyNpGRkSYPc9+X2GbqHMpuwFtRlEmKonwRIarSTCSS/2KJOTNTDSUXMBuoC9xTFOWIoigd47NeJRKJBFARUh3fQ2kDdMRoNJuAhULrrtoWwtQhj0QiUY/WIc9rhBAPgb0YtyW1wmgsVxRF+VNRFO2by0gkkmSLyYaiKEpaRVF6K4pyCbgO1AAGADmAQhj3y0k2G35JJBLLY5KhKIqyAXgCTAFOAyWEEDWEEOuFEJFCCF+MPZX6n66plmHw4J/Zs2eXZp21a1fx/LllUrIkEksQEhKsWUOv13Plyr+qzzdnUrYnkFMI8YsQ4tbbdxBCPMdoOEmaDBkycuLEMc06W7e6cvjwQU0agYGBDBkyUHMVLWARDUni8OiRj2YNPz9flixZqFnnzz/XcuHCedXnm2QoQohvhRAbhRBRH7mf+rLbz0T16jU5deq4Zp169Rpy6JC2zJD06dNz5Mghjh/XFiNz7doVGjX6Dr1er0lHYh6nT5/UvCrZx8ebqVMnaNIwGAwMHTqQ0NAQTTqBgYFMmzaRiAj1db5fXS1PpUpVePz4keaApXr1GnD06D9ERX3QYz+IjY0NP/7YlbVrV2lqi5NTCV68eM7Wra6adPz9n3LgwD6uXbui+YPi7/9U0/mfEr1eT0SEth1hDh3az9y5szStZ3r16hWdO3fA2lrbgnU3t038888hzWurJk8ex8uXLzW9Nl+dodjb21OuXAXNmaCFCytkyZKFM2dOadLp2LEzx44d4fHjR6o1bG1tGT16PDNnTuX27VuqE9AfPvSkb98edO/ehX379qhuj7+/Pz16dGHduqQ1R28wGPjnn4N06/Yj1tbqN7s8dGg/P/30A0WLFtPUlkGD+uHh4U727DlU6zx54seYMSPi/6feUC5fvvQ6+U32UMzEOOw5oUlDp9NRr15DDh7cp2krjWzZslGvXkPmzp2t6QNYqlQZbGxsaNToO65du6xKI1269GTJkgUfHy+mTp2gOg/l4sVznD9/lmHDBjF69K+qdXbv3snEiWPp1asrjRp9R79+PVVPPP7770WaNWtIhw6tadq0uepiugQziY6OpnRp9Tvh7tu3h/PnzwLG94Ba9Ho9zZq1pHjxktjbq8+lLVu2PC1btqFlyzaUK1dBtc5XaSg1anzL6dMn2blTdXA+YWFhlClTlv379zJwYF/VOkLc4cGD+/z55xouXDinWsfPz5eAgADCwkK5evWKKo2iRYsxf/5iypevyP3793B13ahKR6/X88MPXXB2rsPJk8fp3bubKiMIDw9n0aL5/PXXdgoXVpg7dyFp05ofHnXx4gU6d+7AuXNnKFmyNE2btjBbI4F06TJga/sNKVKk0GQoDRs2Jm3atPTo0ZvcudVnmeTKlZtr164wcOBgBg0aplpHp9Nx+vRJGjZsoil/5qurNo6IiGDu3N/w8/Nl/PjRNGvWUpVOihQpWLx4AU+fPtEU6qsoRahXrz4eHu74+/ur1qlcuSqurttp164l16+rz8GqXLkqe/ceZv/+vaxatZwWLVpjb2/eppHNmrX8n9dVzYRxpUpVKFmyNK1ataFXr36q5wgiIsIJDw8nc+bMjB07UVOy2bVrlylUqBBjxkwkf/4CqnXOnDnFy5cvGT9+Cra2tqp1/Px8uXPnFs7OdTQl5z9/HsStWzepVk19/CN8hYZiZ2dHx44/cuzYEU3FULa2tsyfvxgXl1qaJzB//XU0Hh43Ne9mmGAqAwf21VRNrdPpaNiwMS4u9TWNp99EzZyFo2M+Vq1aT968jpoeO1OmzCxcuIwMGTJoyksNCQlm7txZrFixjho1amlq09q1q/jhh86ac0wOHtxPlSrVVPXc3uTMmdMUK1acjBkzadL5Koc8TZo0o1YtZ+zstG3X7ORUnMGDf9VsKFZWVixevEJzdCMYTWX+/MWaEtkTsLGxIU2axK2m0GomAMWLl6BRoyaazATgyJHDlC5dVrOZ+Ps/5eDBffzwQ1dNOgAHD+6jfv2GmnVOnz6h+XnBV2ooOp2OGTNmWyQqccCAwRQvXlKzTpo0afnjjyUWWUtSuXJVzdGCkv+lefNWrF+v7dI8GIcpXbp015zfGhYWyunTJzWHXINxTU2NGtp3njS72vhzoyjKBOAXjEv/EzglhOjxrvubU2186pRlXDkwMJDMmTNr1pFIzCEgIIBNm9YzcOAQTTohIcFUq1aBc+eumBwB+b5q4+RiKI5CiC6m3F/GF0gk5mPunJvF4gskEsmXh6USDJPLVZ5SiqIcA3ICt4FhQoi7idwmiUTyFknCUBRFaQe8q1QyGBgCWGOMoAwHZgC7FUVxEkJo29pOIpFYlCQ/h/I2iqLYA6EY91K++fbtcg5FIvn0JNs5FEVRCimK8uY1UF38j/oCGolE8klI8oYCTAMWKIqSMDz7FfAA7psrNHHiWO7cua2pMQaDQVOilUTyKbFUJo63t5eq85KDofQBbIE7iqIIoBzQTAhh9isXHR3F/PlzNDUmLCyU9u1baq5Wfvr0CYcO7dekIflyiI2NJTIyUpPGixfPWbRovua2rFy5VHWqYZI3FCFEoBCirRCioBBCEUI0FkI8UKPVr99A9u3bzcOHnqrbkyZNWoYOHcG4caM0fRt4eXnRq1c33N1vqNYAWL16BRs2rNOkIVFPcPBLzRGOjx8/onfvbpoyWgICAmjevDE2NuoLDQH++msbo0cPp3BhRdX5Sd5QLImDQ05atmzDggVzNel06dKdyMgI1eX9AJUrV2Ho0BF06/aDpnDhkiVLMWHCGM2mcvTo4a8udFtLDm9kZCSLFy+gcWMXTQV1u3f/jbNzNXLmzKW66vjJEz+aNWvArVs3qVChouq2HDt2hP79e2EwGChYsLAqja/KUAD69x/E9u1bNEVA2traMmHCVKZPn0xYWKhqnb59f6ZIkWIMGGCsDlZzxa18+Yq4um5/bSqhoSG8evXKLA2DwcCWLa5UrFiaP/74HS+vh2zZstnstoAxgMjT8z4Gg4Hff/8NHx9vVToJeHo+4Pr1qzx86MmLF89V9wr1ej23b99i8+YNDB8+mCZN6nHy5HFVOq6uG6lSpSwTJozmp596kipVKrN1wsPDGTJkAN26/UBw8EvatetotkaCzvDhg7l37y7ffPMNJUuWVq2ze/dOYmJiyJgxo+pSkiSxDuVzkj9/ARo0aMzixX8wdepvqsv8XVzqoyhFWbBgLn37DlBVKazT6ViwYAl16tRkyZKFWFtb0atXP7N1EkylXbuWHDq0n7JlyzNo0FCz2rF06SouXDjPpEljWbhwHsHBxl5TmzbtTdYxGAysWbOSc+fOYG9vT1xcHHPnzqJPn58ZMOAXUqdOY9bzio2NxcPjJt26/fD6WI4cDkyfPpuGDRubpXXp0kXatWtOeHg4tra2rF69gW+/rW2WBkBAwDO2bnXF1/cx+fLlp1OnzmZrgDHOIaGSu3TpMqrjJO3t7alRoxYPH3ri6JiPFCnU7Q5sb29P7tx5qFHjW6pXr6FKA5LhOpSPYco6lDt3blO/vjO//DKM9u1/IGvWrKoe6+ZNdxo3dsHJqThubjvM/sCAsdv911/b6NOnO/b2qbh5857JBVpvEhoawogRQ9m61ZU0adJy6dJ1VV1xD4+btGzZmOfPn8cb3lKzTAUgJiaGI0cO06VLh9fDimzZsjNt2m80btz0owYeFxdH27bNuXTpAnZ2duj1eiIjI+nbdwD9+w8y+/U5ceIYkyePx8vrIRER4axevYF69dRV6O7du5v+/XtRrlwFfvyxC99/31yVzp07t2nYsC5z5swnKipKdQ/lxYvnVKpUmlWr/qREiZKqq8xfvXpFuXJOrF69gSpVqn30b/S+dShfXQ8FjPmiKVKkYOrUiZQvX1G1oRw8uI/Y2BguXbrAlSuXqVnzW1U6T58+xdbWlvDwV+zZ87eqN1fq1Gn4/vvm3LhxDSHuMG/eHCZNmma2TpEiRfn77wNcu3aF69evsn79Guzs7GjSpJnJGra2thQurLBv3z+kT5+etGnTky5dOpPnCKysrOjatQczZswmf/6CzJo1nQ4dfiBXrtxmPRe9Xk/Hjq25fv0qQ4YMp2LFyjx58kSzmaxatQ4npxJkzaouCzYsLJSffurEzz8PonnzVprydObMmUnlylU1V82vX7+GQoUUk8zkQ3yVPZTAwECaNHHhwYP7/PbbXLp06abqsaKjo+nbtwe7dv3F8OGjGTJkuCodMO6t06vXT2TPnoO//1Z/OVmv17N1qytz585i27Zd5M6dR7XWm5parkAkJvv27aFGjZqag6LeNJPatb9TrWMwGOjd+ydCQkLYuHGrpjjK+/fvUbduDY4cOUWBAoVU60RGRlKhQknmz19k8nNLtitlPwWZM2fGze0vsmfPwb17QrXON998w9Klq2jduh0XL6rfbQ2gdOmyHDlyirx5HTVd1ra2tqZdu44cP35O87qGNzWTKw0bNrZI6tylSxc0mwkYL/NfunSRRYuWazITgEmTxtKpU2dNZgLg6rqR7Nlz4OxcV5MOfKU9lARu377F3Lm/sXz5Wk2PGRcXx9SpExk9erzmNwkYE/XVzKNIkj5Xrxq3OClTppwmnbNnT9O1a0fOn79KhgwZVevExMTEX7GaSuPG35t8XrINWDIXc4sDvbwe4uiYT/PjGgwG4uLikvW3uST5EBUVhRC3VV8mTsDf/ykzZkxhzpw/zPoylIYikUgshpxDkUgknxxpKBKJxGJIQ5FIJBZDGopEIrEY0lAkEonFkIZiJmFhoURHRyd2MySSJIk0FDMZOnQgU6dO1Kxz48Y17Y2RfFFYYgmHu/t1zp8/a4HWqEMaipmMGDGWTZv+5PDhA6o1nj8Pom3b5ixZ8q6dQ0zH1/cxixb9oSkoSKKdkJBgIiIiNGkcP36UP/74XfX5CdERzZs3plgxJ01t0YI0FDNxdMzHnDnzGTCgD0+e+KnSyJgxE9u27eaPP+ZoMpXw8HA2blxHp05tePHiuWqd+/fv4efnq/r8r5G4uDhOnDhG797dGD58CClTplSlc/36VVq1akr79i1p1Mj0pe9vEhoaQs+eXRk+fDDfflubtGnTqdKxBNJQVPD9981p1Kgpffp0V50g5uRUXLOpFCpUmEOHjpMqVWrq1q35uk4kNDTELJ19+/ZQqVJpOnfuwPHjR4mLi+Po0X/Mfm6XL1/i6tXLhIeHA8Zowu3bt2hOYt+3bw9bt7py7twZfHy8iYkxfwcVg8HAtm1uTJs2iYED+9KuXQs6dmxtdiGmwWBg+fLFlCtXnNatm3L+/FmmTfvN7JJ/g8HAggXz+O67Wpw8eYyOHTtTsKD5RX4Gg4GtW93Yv38PAK1atTVbw5J8lXkolmDy5OnUr1+bOXNm0qVLd7JkyWL2myrBVFq1agKAjY013bv3Nksndeo0LF++htWrl9OiRRMGDPiFq1cvs27dZpN1Bgz4hdat27JhwzoGDOiDnZ0dVlZW5M3ryNKlq0wO7dm7dzdbt7ry7Jk/jo75KFKkGPv372Hu3FkMGTKc779vbnKtU1xcHD4+3ty+fYt9+3b/J5KyYsXKzJgxh+LFS5ikBfDqVRhXr15mxYqlAFSoUInVqzeQLZt5mSY6nY6UKe3w9X2MlZUVixevUFWcp9PpyJYtG3Z2duh0OoYNG2G2RoIOGAOscuRwoHZt7RXDWpC1PBq4d+8u9eo5U7RoMcaNm0ylSpVV6Xh43KRFi0aEhISwfv1mvvuuviqdM2dO0aZNM2JiYpg+fTbduvU0WyMmJoYlSxYwZcoEwBiZuX69q1kp6EFBQdy+7cHu3TtZs2bl6+OlS5dh1qx5lCpV5oPnDx06KL5nE0vhwkUoVKgw27dvoVy58gwbNgpn5zomm+WtWx6sXbuSrVvdKFbMCX9/f2rWrMX06bPNjkuMiopi7NgR7NnzNz179iUyMpIRI8aYpZHAli2bGTlyGBs3bsHT8wEdOvzw8ZPegbv7Db7/vj5bt+4kf/4CmgKzzUEWB34Czpw5Rb9+PfHz86Vz527MmqUuTf/w4QP07t2d0NAQihYtxtGjZ1RVLe/bt4cFC37n8uV/SZEiBQcPHlc1QXfkyCFu376Nv/9T/P2fEB4ezsiR43ByKm6WzrFjR4iIiCBXrlzkzJmbjBkzmmQE7u7XsbOzJ1++/FhbW/P48SOEuE3t2t+Z1XsbOXIorq6baNWqLV26dMPJqThnzpyiatXqZvcmfXy86dbtR1KkSMGKFWvJmDET1tbW2NiY38n/fzPZSuXKVcw+P4GwsDC++64mHTt2pn//gap11CAN5RNgMBhYt241Y8eOwM7Ojps37/PNN9+o0goMDGTevFmsWbOSOXP+UJ0xCnD3rsDVdSM3blxn/frN2Nvbq9ZKzty/f49s2bJpDlg6ceIYPXp0pn37HxgzZoLq7S7AcmYC0K9fT54/D9Kc/KYGaSifEHf3G/To0Znx46fQoEEjTVre3l5s3LieoUNHqDanBIy70UWoCs+W/D8eHjd5+NDTrACid3Hp0gXatWtpETNxdd3I1KkTOXbsrOotL7QgDeUTExoawvHjR80Kc/4Qarf3kCRd4uLi8PR8oOpqzptERUVRrVp55s1bRPXqNS3UOvNI8oaiKEoGYBnQGsgihAh847b6wEwgFfAKGC6EeOfKMhmwJPkaSOyY0CQdsBRvJueB2++4LRuwBegrhCgI9AbcFEVRt/eFRPIFkFQzh5OEocTTAljzjuMtAXchxBkAIcQ54CbQ7PM1TSKRmEKSMBQhxAshhMd7bi4C3H3r2F0g8QoWJBLJO/lsK2UVRWkHvGuNebAQosAHTk0FvF15FRF/XCKRJCE+m6EIIVwBVxWnhgFvLyRIBbzQ3CiJRGJRksSQ5yN4AG+v+y4K3EiEtkgkkg+QHAxlB1BMUZQ6AIqiuAAFgZ2J2SiJRPK/JIl1KIqitAKmALZAfuA+oAd+FEJcjDeT2UBqIBgYLIQ4+S6t5LAOJTY2VlUNiESSVEjyC9ssRVI3lLi4OOrVc6Zt2/Z069ZL9WpYg8HAhQvnqVSpslxR+wVgMBi4fv0qz58/T/QIAlOQhpKEuHLlX3r2/Aknp+LMm7dQVZ6Gr+9jvvuuFk5OxZk4cZrq2L+wsFAAWe9jJgaDAU/P+1y6dJGLF8+TPXsOhg4dYXaRnre3Fzt2bGXbNjdevXrF0aOnP1sEgRakoSQxQkKCGTx4AFeu/MvSpaupWLGS2RqhoSHMn/87K1cupWXLtowYMYYsWbIQFRVlctaHm9smhg4dSLVqNahXryH16jXAwSEnwcEvefHihckbyT986ElISDB58uQlffoMr3tNly5dwN4+ldnRB29iMBhYtOgPdDodiqJQuHARcuXKbfaHNyoqilGjfuXpUz8MBgMGg4HcufMwcuRYs0z9+fMgOnZsw+XLlwBwcanP6tUbzC7mfPLEjw4dWuPh4Y61tTU7d+5XnanzuZGGkgQxGAysX7+GCRPG8MsvQ8mVKzfVqtUgW7bsZun4+HgzZcp4jhz5h4EDh3D//l0GDhxMgQKmFaE9euTDoUMHOHhwH2fPnqZIkWI4O9dhxYqljB07ga5de3z0w7ty5VLmz/8df/+npE2bjjx58pInT16srKzYs+dvatZ0pm/f/jg71/3oEC06OprHj33w8vLCx8cbHx9vTp8+wbVrV1/f5/vvmzNp0jQcHHJ+9PkZDAaEuMPBg/twc9vE/fv3AOjSpRvjxk0yq3cWGxvL+vVrmDVrGkFBQdSs6cyGDW5mZ8omRF9MnDgWGxsbBgwYzM8/DzJLIzGRhpKEuXXLgx49OvP48SPKli3Ptm27VAUsXbx4gTFjfuXatas4OOTk77/3kzevo1kaoaEhHDt2hJUrl73ejqFq1erMnbuQfPnyf/T8iIgIHj3ywcfHC29vL/bt28upU8cBsLKyol69hkyZMoPcufO88/yZM6fy+++/YWdnT968ecmb15E8efISFhbG9u1baN26Hb169UNRinywHTExMVy4cI6DB/dx4MA+goKCqF27LiVLlmb9+tXMnbuQGjVqmfPScOTIIcaPH421tTUTJkxl3749TJgwhVSpzFtjGRz8ksGDB3D16mWWLl3Nkye+NGnS7LNnmmhBGkoSJiIigj59urNv324AhgwZzvDho83WiYyMZPDgn/n77x3ExMSQJ48ju3btN+lb/E30ej1z587C39//9dDA3t6Ofv0Gkj17DrO0Nm/eQMqUKSlcuAgFChT86Df5s2fPsLKyIlOmTP/pybi7XydbthxkzWpaTei8ebNZv34NLi71qVevIVWrVidFihQEBQWRIkUKs4rrbt++xYQJo3F3v87w4WPo2PFHbGxsiIuLM9sEjPNnXXFyKqF6/iwpIA0liRMTE8Px40fYts2NgwcPsG7dJmrVclalFRkZyfXr17h06QIvX75gyJDh2NnZWbjFSZuoqCi++eYbzVfAzp8/R7t2zenWrReDBg1Rnf4WFxfH0qWLmDVrOqNHj9N0hS8pIA0lGREaGsKlSxdMmm+QfFr0ej1+fr7vHaKZSkBAAJ07t2fGjNmULFnaMo1LRKShSCSJzJeUwpekA5Ykkq+BL8VMPoQ0FIlEYjGkoUgkEoshDUUikVgMaSgSicRiSEORSCQWQxqKRCKxGNJQJBKJxZCGIpFILIY0lGTKy5cviIqKSuxmSCT/QRpKMmX58iVUrFiKFSuWEB4erlonIuLtLY8kpqDX6/HyesjhwwdYvHgBo0YN49Ejn8RuVqIja3mSKQaDgX/+Ocjvv8/C2/shvXv3p2vX7qRJk9asxLYGDWoTEhJCjRq1qF69FtWqVX9dUu/ufoMSJUqapHP16mXSpUuPg0PO/0QUhIWFcujQARo3bmp2otmbnD9/ll27/sLJqQROTsVRlKKqKqjd3Daxfv0a7Ozssbe3w97eni5dulO5clWTNQwGA5Mnj2fhwnkApEuXng0btiSbtDVLIIsDv1AMBgOnT59k3rzZ3Lhxne7de6HX63FyKk7Tpi0+en5YWCjnz5/l1KmTnDp1gtu3PXByKkH16jU5cuQQRYsWY+LEaeTI4fBBnQYN6nDr1k0iIiLIlCkTOXLkJGfOnOTI4cC2bVtIlSoVP/7YlR9//Ils2bK9VycqKoqnT5/g5+eLn58vvr6+PHniy+PHjzh4cP/r++XN68jUqTNxcWnw0ecYGRnJpUsXOH36BCdPHufy5X8BcHIqwcyZv5sVvxkaGsKaNatYunQhwcEvyZQpM25uf1G0aDGTNb4EpKF8BVy6dIF582Zz+PBBdDodM2bMoWvX7mZpBAUFcfbsaY4fP8Kff64FIFWq1Pz66yi6d++Fra3te881GAwEB798bQJ+fn48fOjJokXzAWNxXOHCCiNHjqNBg0bvLJYrXDgPkZGR5MjhQM6cuV7/zpYtO5Mnj6NcuYp0794LF5f6H0y1+/ffi5w6dYLTp0++DpE29sJqsmDBPDp06ETXrj1M3s7kxYvnrFixlBUrllK8eAkGDRrK1auXadGiNXny5DVJ40tCGspXwqZNfzJ27EhCQ0MAGDp0BMOGjTS70vXo0X/Yu3cXdnZ22NnZkzJlSsqWLY+zcx2zdG7cuMbVq1dwcipOkSLFPpqUFhz8krRp0/1Pe4ODX/L06dOPRj8m0Lx5I7Jly07Nmt9SvXrN/3zoAwICyJIli0k6/v7+LF26kLVrV1GlSlUGDRr2ukfzJcURmIs0lK8Ig8HAs2f+3Lt3l7t3BRUqVDJ5LkTyX3r37kZ0dDSDBg35IoKRLIU0FIlEBXKXx3cjA5YkEhVIMzGPJPNqKYqSAVgGtAayCCEC449/CxwGHrxx9yghRKnP3kiJRPJBkoShxJvJecD1PXfxFUKYNhsnkUgSjaQ05GkBrEnsRkgkEvUkiR6KEOIF8EJRFMf33CWNoig7gKLAc2CyEOLA52qfRCIxjc9mKIqitAMWvuOmYCFEgQ+c+hTYAswCHmLsyfylKEpJIcQ9y7dUIpGoJUldNo7voTzkjUnZ99zvPLBBCPEug5JIJIlEUppDeSeKomRXFOXtbdusgJjEaI9EInk/Sd5QgJbAfkVRMgIoilIHKAbIORSJJImRJIY8iqK0AqYAtkB+4D6gB34E/gUmA23ijwUDo4QQRxKntRKJ5H0kCUORSCRfBknisvGXyvtW/8bfVh+YCaQCXgHDv7ZL4YqiVAAWAJkxzolNF0KsT9xWJT6KovQE5gLjhRCz449lBlYBxYE4YBcwTAgRl2gNfQfJYQ4lWfLG6t/b77gtG8ZL4X2FEAWB3oCboihZP28rEw9FUVIAfwHz4l+DJsAfiqKUSNyWJS6KoiwC6gJ33rppKeAHFARKA7Uwvm+SFNJQPi3vW/3bEnAXQpwBEEKcA24CzT5f0xKdOgBCCNf43/eBvUD7xGxUEmCzEKINEJpwQFGUNBjfG78LIQxCiFcYe76dEqeJ70cayidCCPFCCOHxnpuLAHffOnYXcPq0rUpSFAHeXpj4tb0G/4MQ4vQ7DheK//1mgWySfK3kHIoGNKz+TQW8HTcfEX/8a0G+BqaTCoh+a74kSb5W0lA0EN9df1+F9IcIA9K+dSwV8EJzo5IPYcDbsfWp4o9L/ksYkEJRFKs3TCVJvlZyyJM4eADKW8eKAjcSoS2JhQdQ+K1jX9trYCp3Ma7BKvjGsST5WklDSRx2AMXiV/2iKIoLxjfLzsRs1GfmGBCrKEpXAEVRSgEuwIZEbVUSJH4SdhswSlEUnaIo6YG+JMG4D7mw7RPxodW/QoiL8WYyG0iNcfXvYCHEycRqb2KgKEppYDGQBYgEJgghtidqoxIRRVGsMfbcAPJgHNI8x3h5/TdgJcZLxnqMQ+3xQogk9QGWhiKRSCyGHPJIJBKLIQ1FIpFYDGkoEonEYkhDkUgkFkMaikQisRjSUCQSicWQS+8ln4X4WIJjQF0hxDULa+cCrgAdhRCHLaktMQ/ZQ5F8chRFsce4OGuSpc0EQAjxGOgBbFIUJbul9SWmIw1F8jkYAFgDSz7VAwgh/sZY8zLuUz2G5OPIlbISs1AUpRPG9LDiQgiv+GOrMC4JryyEiHnr/jqMm7XNEUL8Fn+sC8b4y/bAPKAARjPoJYS4GH8fA9AZ6ADUAB5hDC0vC4wC0mHs9XQTQujjz2kNbASyCiFefoKnL/kIsociMQshxAZgP8YaHBRF+RajMXR620ziKQNkBQ69dTw90BNj3GFWIDBB8w2GAcOBjIAnxgK5ghgrtasA7YCGb9z/H4w9obpqnptEO9JQJGroDZSJ72ksA0YKIf4nOzeeUoABY8Tlm3yDcU7lWXw17V9AifgeTQK7hRDXhRBRwB4gGzBGCBEhhLiFsXy/WMKd4/fI9sHYW5IkAtJQJGYjhAgCugOrMQYn//GBu2cBXgohYt9x2/03/h2O0WSs3zjm9dbt/kKIyLeOvR3SFBD/mJJEQBqKRC0FMZbX50F9FOHHtoB4+/YktWWE5H+RhiIxG0VRFGAq0Ah4jHFi9X0EAOkVRflca56yYJyPkSQC0lAkZhEfArQeWC2EOIVx6NNBUZQm7znlBqDDuEHVp25bBow9pmuf+rEk70YaisRcRmK8KjMSQAhxD+Paj5WKorxr7uIq8IzPc+WlDsY0s38+w2NJ3oFchyL55CiKMgroBijvmZy11OOcAm4KIfp8qseQfBjZQ5F8DubH//5kW2fGD7mKApM+1WNIPo7soUg+C4qilASOAnWEENctrJ0LuAz8IIR4ewGd5DMiDUUikVgMOeSRSCQWQxqKRCKxGNJQJBKJxZCGIpFILIY0FIlEYjGkoUgkEovxf6GfbqBCy6LiAAAAAElFTkSuQmCC\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "field.sel(z=10e-9).resample(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": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "field.sel(z=10e-9).resample((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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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "field.sel(z=10e-9).resample((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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "field.sel(z=10e-9).resample((12, 12)).mpl.vector(color_field=field.x.sel(z=10e-9))" ] }, { "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", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "field.sel(z=10e-9).resample(n=(12, 12)).mpl.vector(\n", " color_field=field.x.sel(z=10e-9),\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": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "field.sel(z=10e-9).resample((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", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "field.sel(z=10e-9).resample((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.vdims = [\"a\", \"b\"]\n", "plane_2d.vdim_mapping = {\"a\": \"x\", \"b\": \"y\"}" ] }, { "cell_type": "code", "execution_count": 33, "id": "32556c86-0093-4f4d-9eea-13d846f40038", "metadata": { "tags": [ "nbval-ignore-output" ] }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/tmp/ipykernel_24169/2267308248.py:1: UserWarning: Automatic coloring is only supported for 3d fields. Ignoring \"use_color=True\".\n", " plane_2d.mpl.vector()\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "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": [ "/tmp/ipykernel_24169/1144442250.py:1: UserWarning: Automatic coloring is only supported for 3d fields. Ignoring \"use_color=True\".\n", " plane_2d.mpl.vector(vdims=[\"a\", \"b\"])\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "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": [ { "name": "stderr", "output_type": "stream", "text": [ "/tmp/ipykernel_24169/2107426239.py:1: UserWarning: Automatic coloring is only supported for 3d fields. Ignoring \"use_color=True\".\n", " plane_2d.mpl.vector(vdims=[None, \"a\"])\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "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": [ { "name": "stderr", "output_type": "stream", "text": [ "/tmp/ipykernel_24169/4138781858.py:1: UserWarning: Automatic coloring is only supported for 3d fields. Ignoring \"use_color=True\".\n", " plane_2d.mpl.vector(vdims=[\"a\", None])\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "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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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "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": { "needs_background": "light" }, "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": { "needs_background": "light" }, "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": { "tags": [ "nbval-ignore-output" ] }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "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": { "needs_background": "light" }, "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": { "needs_background": "light" }, "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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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plane_xy.mpl.lightness(lightness_field=field.x.sel(z=10e-9))" ] }, { "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", 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" ] }, "metadata": { "needs_background": "light" }, "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": { "needs_background": "light" }, "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": { "needs_background": "light" }, "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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FF3h/FAqFQqEYj1qJUBxVHEpKdkDX2B8yiLouTcXyAydHOggEEugs9HGg0E21HqchUFO2O3TezhAKRMnbWTqGd9A+tIO2GpOFdWumtXNdh4KdJhysJpcfprN/M90DWzl5xVswAtN3tk6nuonGGhFCI58fob9/G7pm0NxywrR2Urqkhg9SVTPv0D6kRzqJxZvRdGNa21y6HyE0QtHEtK87zKfrMtS/i9rGZb7sSj4HcJw8sepWX3Z2MUd6qJ14og19kg7Uk+6nlNjFDPncECCJV88t+/pstg/purjSQboOrnSIxZoxjOmPX76QomdwO7puENBDBPQQwUCUeLSx7H52p/bRnz5I2IgRCcQJB2LEQwmMMp9TAlZ2HwVZJK5HiGkRqvQoMQ9d1ANINkeDaBKqHffQQ93wFQrQ1VLErEPlRMxM1G+K4qgxqGsMBHSKAnKaYGG+SMJD9R5bOmzK7CYRqKKz0E9UC7M6uphqPVbWtnN4Nx3DO4ga1fSk9tMQm8cJredSHa6f1i6bT7Jx5w3Eo01kcgMMpztpTCxj6bxz0PXQlHauW2TP7js5cOBB5s49jf6+raRSXdQmFjN37mlT2kkp6e18mh2b/kgk1kg01sjw4F6Gk/sxjCinnPMpYlWTD9STvTvYv/VWuvc/xtIT3kQhP0wu3U821UtVoo3Vp39wEn8uyZ7tdO15iO69DxOJNzFn6Tk4TgHXzuPYeeavuIhw7LnfUyE3zEDXZgY6NzHQuYnMcCdLT3xzSQwEQuiBEMFwDdHq51a8kq5Lx66/0tv+FKnkAbKpHqLVc1h16nsJxxoJx+rQtMlvT5l0L9uevob+ns1I1wZg6erXEgxVEwxVTfmdCiHIZQfZsvm3ZDK9AITDCdad+g9lRUQoGCccrGLz7pspjq5aLZ13LrFIA0JM/+PWFGsjb2fY0fdUyWcgxrr5F09rA6ALDTPSxpbsXjoKpUpRi0NzPImIoIQV2SKbI0G6gwGSrsuazPOocKVQKBQKxQSUiFAcFYY1wY6wgRSC5oLN8lzRU2ydLW02ZnYz4mTIuXlWRBZQG5h64DiGlJLdA8+yd3AzALFgDactuJRwoHxp1e4Biy17bsV2cmQLQyybfx4nLH8DgWnEA8Dg4C62bLqWdLobgGy2nyXLXkkisZRAYGrbgV6LHRt/z9DArtJnLmSoSSxkkfkqqhMLCUVqJ7XLjPSw7fGf09fx9KHnkr07qEq0Ud96PJFYw2GDeSgN6Nt33MXBnfcw3LcLKV003SDZsw1tVAjoU+yvEDpOMU92pIfsSOlzDnZvY6BrM86o+KhtXM6qMz7wXDtNY86SczGCcfZt+zPZVA9IF+vJq8ml+ykWUoQiCU5+xb8Sr3nuCkM01siJZ36Mzv2PsHPzdeSzSXoOPsPurTcRDNdQXbuAprknM2fBGYftb139ck4/8zPs2X0He3b/BT0Q4qEHvkwkUk99w0oaGlaSqFsyqYBpTCzjtDXvZeOuG0jnBjjQ/SQdvc/S2rCa1vrVRMN1U3xHgrbalUQCcTZ1P4ihh3h4303MrV7KvFpz2nNQExqrIgvZlt1H2s2xP9/NiJNlYbiFiDb9+ReWkhW5AtsiQQwJWyJBFuaLVLuVhUgpFC8V1ELE7EOq6PsZiag05nam0ts78tL6QC8BJtavz2iCLZEgLhBzJfW2Q3PRYbL7eqj5xEP/Lro2GzO7SLs5YlqYuB5hfqh50sHU+D4RjmuztedRhnI9hAMxwkacRKSJOdWT95IY3yeiq38LnX2b0PXgoTCWtpZ1hIOHC5fxfSJyuSE6O59Aujau6yClS7yqldbWkyf/kkb7REjpkk33ks8Okc8PUcgNUciPsGD5RRjGJIPNCX0ipJQUckOkBveTSh4gWjOHxrknHm4Hk9Y5tItZBru3MjKwl0VrLkdo3m/c+ewQPfsepaZxGdX1iyZ/0RQrTcP9uxke2Mu8ZS8f3Y8cuXQfkaqmUnjTFH0iXKdI+557mbPgTDTdIDV8kOHBPQSMKC3z1pVeNEWfiJGRgxQKIyQSixkc3E1/3zb6+rZyyrqPEAxWIafoE+FKl+7+LbTUr2Jw5ACdfZvoGbRoa1nPkrlnlV4zRZ+I4dwAQT2E7RbYn7ToSe2jITaXlU2no2s6xSn6REgpGXbSRLUwBwo9dBb6aDRqaQu1ENZK50C+++lJbdOaIOpK+gI6+4MBahyXtkKR4OidUvWJmJk0Nlapoe4R4q5F+hEZJ5y/x1HH7AjRvfHyI3LMmo+7Xh2z54ESEYojzngR4QI9hk7YlVQ5LnoZ2/EiYsTJoCGIaGG0MiEkzxURDkKIsrkSY6hmc0eQWdRsbioRMRmOW8R2CoSMUkjdVCJiIgU7R2+6nbk1pfN1KhExkbxb5EC+m0SginqjpvTcFCJiPDbQHgyQ0jVWZwsIlIiYqSgRceRQImL2oUTEzESFMyleVDSgpehUZFulVzbQ1rVyUkWheH7omoGuTZ/oPhnBQPiQgPBDSDNYGpnn2y4ALCzYuDDpyp9CcSygwplmHyqxemaigswUCoXiGEPd+BUKhULxfFErEQqFQqFQKI4ZjkYkp+L5oVYiZiZKRCgUCoVCoThm0FQ806xDiYiZidLjCoVCoVAoFAqFwhdqJeIY46LVl1dsG51zdkV2sRWV+9Rb/CedAojG5op9ykS8Irt8TeWaPF9VWbJ5MVSs2KdtVG5bKYFiZUnuRr58I8GpCI1UV2QXHGqq2Kc+2FaRnda7oGKfgURltq+9oPLqTJmD91dkd/vm6yv2qVA8X9RCxOxDrUTMTJSIUCgUCoVCoTiCmKZ5FvB1oIFSteV/tizrFtM091KKChlfi/qfLMu61TTNCPAD4CxAAg8CV1qWlR19z08B7xu13w+837KsXaPbLgb+C4gBaeDTlmXdNrptCfBjYAHgAD+xLOu/j+DHV7xEUeFMCoVCoVAojhl07cg8psI0zXrgJuBrlmUtBd4C/No0zbmjL3mHZVkrxj1uHX3+P4E6YMXoIwF8YfQ9Xw18FDhr9D1vB34zuq0Z+B3w4dFtVwK/NU1zbHn1WuAOy7KWAGcAHzVN85UvwFd7xHClOCIPxfNDiQjFpNgBg96mhbg+OhaPkcYmKSoLlRkuDFFpA0THtSuyUyheajyfJqJFKmsI6Gg6RePw7vEKxUxD08QReUzD6UDasqw/AliW9TRwL/C6Mrv6DuDblmUVLcuyge8Abx+37WrLsnpG//4OcKJpmsuB1wMbLct6cNTfw8Am4HLTNFcBa4Fvj27rA64e974zEinFEXkonh9KRCgOIxeO0T1nGcFCBuF6H1BIJN0izw49jYO/QYzt2mxPbuPZ/qdJ22l/+1tIsXnPHTy1/XpfdgDZzABbN/6Rgf5dnl4/fnCWzw7Rvfdxz77G27qOjV3I+rZTHB2k61Z8HEaGDzI81I5t533ZudJlf/czdA/sIF/wd01k7DSbBzZyMN1O3sn5sk2KIpaWok8UsH1cx5rrkEy00tOyiEy02ucdQKF4SSOBiQlhw8Dy0X9/3DTNJ0zT3Gqa5pdN0wyaplkHNALbx9lsB1pN00xQWpk4tM2yrAzQDqyeuG2c7di2jtHXT9ymUPhC5UQoAHCFhhMwyIdjJBMt1PW1E80Me7IdEkViUmevliUvXEwnTuSw++XhONJhINePLnS2JbdQZVSzvul0Qnr52cze5B7CwSp6Bnexv/spWupXsHZJ+dVYxymwb/d9NLccx56dd9PdtYE5804hGq0ra9t/cDOF7DBGKErH9vvo69hA4/wTaVpwMkJMrcftQpbd911D2/rLGe7cTv+uJxnY8wwLTnsd805+1ZR2UkqGdj7LyP5tNK+/mFTHDlIHdpDp3of51k8jplklKgz20fPgbVSvOIHonIXkB3ooDPQSTDQQm79k6u8nl2FowxOkdmxh/hXvQ+gBpOviFgtowRBCTD5z42TTpHZuJbVzK+HWedSfdt6UPsZw7SL53k6yPR3kutvJ9Xcx/1Vvx6hOTGtnZ1L0b3kEOzOCnR2hmBkh2jiPOWddVtbnwJ5nOLjhLgCEKP1n0ZlXEK2bM/2+ujbWo9fQe+AZguEqguEqapuXs/iEy6f8TsYIRxI88/jPGOzfRTiSIBZvYvmqS6mqnt6nJjQaahby+LY/UCimCQeraa03WTL39LI+Y0acxkgTmwY2AFBlVLMysYq4UTWtHUCDDDIiHPbpWfbLLE0yyFw3jCjT41oAdf3tdM5dTn/zQvRinobufQSL/kSMQnGkOQqJ1Q8CIdM03wv8DDgJuBC4AfgD8AjwR2AecBuQA34+ajt+tmns37HRx8SZqOzz3DZjUasGMxMlIhQADNW1kItUIYWgqWs3wYK3H/4sDru1DDqCGmmw2ImilRlsQGmAvHVwMwO5ATQhWF67gqaIt4pK/cP72bDzFoTQqa1qZd3KNxGP1Je1KxazPP3YTxlO7mfvzruZt/AMzjrvs4TC01fvkVKyd+Ot7Hzq92hagEi8kbnLz2HlGe8kWMZ2cP9GrDt+SH64j+7N91LVspT6JSez4PTXE01MPYhMd+5l/x1XM7R7I0IP0PnwzcRaFxOft4zGk85DShcxyUJiun0X3fffyuCGR8B16X30TlzbJpRoIFjXRMMp5xwmIqSUjGx7loFH7mF4yzNIu4gwDEa2PYtbyOMWSjPoa776U/RQ+Dm2dmqYzpt/y8Bj98LoTL1RW0//A3eiBUNooRC1J55O3fqXHbavI7u20H3vjYzs2gKACBjYI0mCiSZCdY2E6ppJHH8qQn/ubSoQjRNtbmPf7VeTOmABEG1uo5BKEp+3jKp5ywjWNEw60K5bdAJC1w8dEy0QwohUU7/kZBLzV6MFgpMeDz0QZOUZ76Lauodtj15NatDBdW3iifk0tp2Apk19KzWMCCed+gE2Pn0NPZ0bKBYzDPTuIBKtJxCYXjBHw7WcbL6OJ7b9gVxhmFS2n1xhhEiofMWppkgzi6uXsHt4FzknS9bOehIRAsECN0JGOOSFiy0lEjxc1aA7NomBgww0zEcKDVlG7CgUxwKWZSVN07yUUqLzp4FHgZuBQcuyPjXupQdM0/wOpWTp74w+Fxm3fWygnxp9jN82tn1s28SbRAwYLGOn4FAS/E8mPN1ASfSdj0qEP4QSEQpy4Rip6gYAoiMDGB4FhItkt57BFSCkpN41PAkIgD0ju+nJdgPQHG6lIdzoyS45cpBndtyEKx10obFkzmmeBEQuN8RTj/yI1EhnyWfr8Sxb8cppVxCgtIqw+YGf0LPvCQCE0FhzzpVU109fTtMuZNlz/685uOHO0hNCo3HFGZgXXll2Fnlwx9N0PXQzxfQwRlUC1y6w5v1fJlLfOr3P9AiZ9j0YsWqqlqwm191B4rj1zHv13027aiGEIL5sDVooQmTuAlI7tpDv62LxlZ9Bj8TQQmE0IzjpewTi1cy/4v00nvdKkk89zOBTD1G3/mXEFpslAZLPE2yYXBzWmGupMdeS6dhD9/23ku/vpunMi8kP9JIf6CbdvpvE2tMnta2av5zV7/0PBrY+yv6/XEPLqZeQT/bS++Rd7Lnxh8w5+7XMPfvySW0Tbcdxyju+xp77f4NTyBKM1rD3gd+yNdlFYuFaVr3qHyb9rEII5q04j6r6NrY98itaFp3GnmdvYNvDv2DO0rOYt+LlRKomP4913WDtye9g68briEQS9PVa7N55JwsWvYz5i87CMCb+pv+NeKSOk83Xsr/7WQw9xCObr2Fe4/EsmnMKgTKrdgvii8jaWRrCjWxPbqM728XymhUE9cnF0qH9RbDYiZISNsPCZqueYrET9bTCGE0lcbUAmmPT27KIRP9BYulkWTuF4sWiglS/581ofsJZY3+bpnkncK9pmsdblrVh3Es1oGhZ1qBpmp2ACewb3bYSODAqSjaPbht7vypgLrARaALeNWEXVlIa4G4G5pmmGR0X0rQS2MAM5sVcibAs6wFKYV8AmKYZBp6h9P2dTykR/p5JTMcnwkvgOkqJ8J8alwh/imVZPaZpfppSIvz6cYnwl1iW9aBpmqcDt5mmuWw05+Va4I+WZX3VNM0G4CnTNDeNS8A/aoiXWrx1b+/IS+sDvcBM7BPhCo2uucsBSXy4n1hqEN2dvGfBxD4R+7QMQ8KmThrUuUGiUwwwQvPWP+fvrkwnu4d30RBuoD7cSCKUQJtiMD++T0Qq28+OAw8Sj9RRE59DbbyFoBGd1G58nwjXtdm/5340LUAs3kQs3kQoXDOlgBjfJ2JkYD/FfHo0hKWaQCiGpk3+OQtHqE+ElBJcF6Ef7rdcnwinkEMPhifdZhtT+3SLBZCgBacfbE62r04mRSA2+Yz3dH0iiqkhjHjNpNuMvDH1vto2bjFPIFKapJOui2sX0YOlAXZoZBqf2RGMSGlfc8N9jHTtpHH5aQAEh6bOByoWMhjB0rk33LeXjh330rTgFOrnlMKKxeDkk3pSShynQCAQYjh5gN077yKfTXLq2f9Y2t7bPfXndG00LUAml2RH+wMkRzo5ybycqmhJuDhdOye3ky6a0LDdIjuHdtCb62F5zQqaoy0A5Nsfm9KnHM1s6BUFDmo55roRGqRxKLSpXJ+IfChCX9NCYqlBaga7Dk0xqD4R5WlsrFLLOEeIp483jsg44cQNxUmPmWmaMUqD0LdZlvWYaZoXUZrpPhPYCrzBsqw/j+Y63A382rKsr5mm+WVgHfAqSouBfwbutyzrc6ZpXkgp5OlUy7LaTdP8EqVKTeeMDjR3Aq+3LOuu0ddeCyy1LGvANM2HgL+Mvk8bpZWRt1qW9dcj8b28EOx9/IojcswWrru27HVmmuYXgXrLsj40WpL3XZOJCNM0eygd47+M/n0B8AvLsuaYpvk7YIdlWf86ui0KDFHKRXnFqN2Z497rQeAXwAOUzp3aMdE3eqwXWZb11oo/+AuEWok4xslH4iT6OwhnRzyuIZQo4pKQQdrcSNlY6fFIKakJ1nJ685llZ+QnEgvXceLy1/iyAdC0AAuXlI/Rn4yqusqahr2QCCFgEgHhhakERDk0w594GEMIMaWAKMdUAqIcWiCAFvjbrUxo2iEBUdZn5G/7Gq5uIDy6IlfWLvg38VrdsJDqhoWe7IQQh0KYqmvnc8Ip78KxC55sx0KmouFa1i59NYMjHUTD0+ePAIcEekAzWJFYRXO+hZztbbVx7NpukiHiToD9epaEEyDg8ZoP5bM0H9xJX/MCdKeequF+T3YKxZGkTCWlFxzLstKmaX4OuMY0TQ3oBV5tWdZ+0zQvA75qmuY3AZdSjsQ3Rk2/AHwP2EJpZvsvwJdG3/MO0zS/Dtw1+p47gLeNbuszTfP1wNdN04xTGqxeblnWwOj7vgX4iWmaO4Ei8J8zWUDA0cuJGF0luBJYM+7pj49+9zHgT8DngTjlE+FvGdtgWVbGNE0vifB9TJ4I/+rn/eFeAJSIOMaJeEyenoiBhiH9z7wLIYgEpg7dKGerULzU0KfIwyhHompu+RdNZheqgwoqsUbRMZ2Yr0kDgIBTpKlzF0KtEStmCEcpnOnXwK8nef5O4JQpbPKUYuines9v8DfBMXHbXcCJU2zbB1xQfq9nDkcxaOaTwK8sy+oa/Vslwo9DiQiFQqFQeMKvgBhDe4mFzSoUipc+pmnqlPpxXDz2nGVZnxj3kmM+EV71iVAoFAqFQnHMoGlH5qE4ckjEEXmU4Rwgb1nWU1BKsDZN8/gJrzmUCA+MJcKPcSgRnlJC+1SJ8Jsn2I3ZbmBcIvwk24466rRXKBQKhUKhUCiey5mU8lHGiAMPm6Z5CcBorsP7KVVhArgK+ORos8AQ8An+FuZ0FfBO0zTnjf79GeDB0RKv1wGrTNM8f/R9LwSWAtdblrUdeJxSaWBGE+H/btz7HlVUONMs5eLjr6jILr64fEOuqQgtWF/+RZOgzVlUsU/Z6i3RdSJpby0nJiXZNFKZz9pkxT4Lscp8OmF/nYyfgz59ZacjgjN1laXp0HOVh38G05UleseStRX7rO2pzGd0XGUwvwSqKkxMj5VvtDilbbgy20rvXwC3bbi2YluFAl78xGrF8+coJVbPo7S6ABxKWFeJ8ONQIkKhUCgUCsUxgwo9mn0cDRFhWdYHJ3lOJcKPQ11KCoVCoVAoFAqFwhdqJeIljAQKtbUYqRSabfuydXHJkyPC5M3cpsN2CmhCn7Ip23RIKVUpV4ViFjLWmK6SCk6uriMcp8LaTwqFP1Q40+zjaPWJUEyPWol4iSKBfH09hepq3wWWXVy6RRdDYujQwMAr2cIw1sG/MJDe58sOYCC5j0ef/iW2nfdt29uxha79z/i2Axju2IWUU3cnng7pTN31WaF4vmRS/aWO5T4pFrP09O3Acf1NHgAk0x30j+zBrcC2X/SRYsT3fQMhSM+bRzEa9WupUCgUiqOEWol4iTH2A5yvr6cYixHr6EDzONCVSBwcukUXBkEaZaOnWUXHtdG1AMlMB/t6H6O1djX1cW/J1IViloAeZNe+++no3MDKZRcd6ug7rU+niGPncR0b68nrGRrYz8pT3uDJZ3agm0hdMyOde9n/wI1k+rtYc8XHidQ2TmsnXZd8Vxeh1lbSO7Yz8OD9ICVt73l/WZ92fxI0gV5TRX7XATJPbCR+7nqCrU3T+5SSwtb9hFYtKH3uwRGc3iGCy+dNawfgZvI4HYMYy1rKvvaw/d3Xh1YdQUv4S2iW+SL23j4Ms9WfnStx+4ZBCPTGieWyp7Er2LjZPDKTQ2+sRQSmX/0q9g7gDKcQgQDCKD20SBg9Pv2Km3RdBh99GLdYxKipxUgkMGprCcSrEGUCrHPJPvbc80eC8VrizfOINbURbWhF08vfftPDPTxx5/dINC2hvmU5dS3LCUfLJ1AbRoShkYNstm6msX45zU0rqK9d6Gl1sDragnXwTtoHnqE+vpCG6qWEjfKJ4gJBlazmoOhgkEFqZC1x4mge5qo020bPZsnMmYOeyRDu7yeQ9z+ZoFB4QeVEzD5cNbswI1Ei4iVGrr4eAb4FRI4caZEmQ5ooMepknScBIaVkb+8jRIwa+kZ2sbjpDKoi3kojDQ0fZOfe+ynaOQJ6kNNOfhfhUPkBpHRdNj38azQtQN/BrcxZvJ7Vp72FgFFefAy172THLVcRa5nPcPsu5q2/kBWXX4luTN812M3nab/2GpyREZxsFrdYpO7Ms0isO7Wsz/SjG+j/5Z+IHL+CnLUHNEFs3XFowel9Ftt7Gb7qduz2PoLHLaKwdR/uwAjhU1dOKyKcgRSZG54ge+vTBNcuQKuN4RwcwD44SNX7zyd85sRy1KN2PcPk7tlG7u6t2Pv7ib/vHCjayEwRETGIXXH4Z5UFm8LmDoobDlB4tp2i1Ulw7Xyil56IiBiIiIE+J4FWFT788+3oIv3HR3EO9GEfHIS8TfWnXkPw+Da0RGzKsDZZdEhd/wCp6x9E5ksVpoIr2qj717eVFRF6VYyhW+4hde/jh55r+vi7iB4/+XcyhtA0qteeQPsvryK9cwcA0cVLWPCBD5UVEeHaBhac9Ro2/f5bdD1zLwiNVa/9EInFq6e1A2ics5LCcRex5bHf0bXvKRrmrOT4M9+JHihf5WrJwrMZHumks2cT3X3bOHHNG6irXVDWThM6CxpPxer4Cz3D2yk6ORY0rPckQEKEqKaaYTHMIAMEZZAwhx/7SW0HBylUV+NEoxQLBfR8XoU3KY4IQoUzzTpUONPMRImIlxDFSIRCIgGuS/zAAV8rEP2ij4IoEJdxzwICYCC1l6FMB8OiE7P1fKIhbyUfC8UMG7ZeTy4/QkPdUk5Y/VqEKD89JKXEevpGeg5sQAiNE895H/Wt0w8Ax0jut9h63f/h2gVCNXWc/L4vEAhNbAR5OMVkkv0//wm5jnYA5rzxCmrXrS87eHQzOfqvuZH0Q0+X3qerl6aPvo3gonnT5n246Rwjv7uH9G2Pg1MKs9Lrq0l87HUYi1oRxuSDOVm0Sf/hUdK/fRgKpVAUpyuJsbyV4AkL0OfWEZiTmPwzbu8i/ZtHKWw4gBzJgQB7RzciFkREgmiRKQatAR1h6LhDWez9/VB0cHpHSF/3BDJbQGaLVL3/HEKnLTnM1FjWQvztZ5O57lHsAwOIsEHmdw8z/K1bEZpGcG0btf/v8NUlYehUvfEcwutXMPTz2yhs2oszMEzXu/8bY0EzwRXziV28jkBr/WG2WjhEw7teR/T4FfT9/DpA0vu9awgtbSN2ynFET16NXj15mdVANMaC919J55/+yOCjD5Pv6Wbv/32X+rNeRvXxaxH61IPsaEMrx73542z63bcAyc6//Jq2M15J0+rTEGUG53OXnEouk+TAjodI9u5h96Y7WLzmAvTA9CJUExrHrbiUR566qrTat/cBIisSRMLlhXo0WEtrYg2D6f0MZ7sYznVRG51b1g6gVibIkkUgGBHDhGTI0/1Ec11CySROKEQxHic4NIRePApliBUKhULhCVFJvO1Mprd35KX1gaZgYp11CaTmzcMNh9HyeSJ9fQSy2cPsYgsuOuy5YYbo1/rRpEY11dTI2klDECb2iSjYaba0344rbWqjc2mqWU48fHhI0MQ+EVK6PL3p9/QP7qWmqpXmxpXMbV1LQD98UDSxT8Terfew45mbiNe0UteynOb5x1HbeHjoVGbCYsjg3i1sv/lnhGsaiDW3EWuaR+Oq9QSCh8+Sju8TUejro/OGPyE0gVFbCmGJLlxEdNHiw+zG94mQrsvIPY/hDI0cCpsRwSDxM09CCx4+IB/fJ8LuTeL0DiEzedxMDpnJYyxqIWjOP8xusj4RMlfA7hjE6RjAHcoQedVJk8+8TdInQroSe28fxWcPEDypjcAC7306pO1QeGofbjJD5MI1k79oij4RzkCK7K1PE3vz6aDruAMp3JEsxqJSuNdUfSKklOQe24ZWFcVY0ExhezuFrfuIvOx4jHmlc3GqPhH20AjZp7YQPfV4sk9tIf3ERpDQ/PF3AVP3iZBSMvDgAyROPZXhDc/Sf/992MNDLLzyI4SaSifeVH0issleiulhXLvIvvtvwM5nWXjO66hfWmqCGu2e1AwpJX2d24hXN7PtyetIDXWz4uTX0jh31aHXiM6+SW2Hhg8SjzexZ99DtHc+zYqlF9LStPLQdvfgnil8uuSLKQpOlr09D9NYvYyW2lXPEcD5fY9NamtjIxD0iG4EgibZ/Jx7Snrf7ZP7HH3vQnU1+USCWEfHYULiWOkT0dhYpaZejxB7z40ckXHCwnuy6pgdIbbc/84jcsxWnf0LdcyeB0pEzFImiohCPE6uvp5wfz9GKjXlvN9EEeFg0yk6qZJVVFE9bfzyeBEhpWRf32OEAnHqqxYTDEw9oz9RRPT0bSeTHaS5cQWR8PTx3eNFRCGXor9rO3XNSwlFpp9NHS8ipJTkBnsI1TSgTTNbPIZqNncEmeHN5qTrHlph8tpsTkpJdv8+IvPmH1qN8NJsTkrJwM5nce0ijSvXAVOLiIl2Pe0b2b3xdk55xUcxgqVrbyoRMZ6B5H42WzezqO0M5rWeAEwtIsaTL6bY1f0A4WA1ixpPPyQkphIRY7i49IoeHByaZQs6pe9nKhHxHJ81NZMKCSUiFM8XJSJmH0pEzExUONNLBOG6VO3b5zuG2EUyR871lPz4XCQLGtZ5CkGaSFPDct82AMFwnNaFJ/m2E0IQqXseLawVxwzlQtQmtRGC6IKFFdnVLzuhIrvm+cfTNO843+WQ62rbOO2k94BPu5ARx5xzPsPZLl8+NTSaZDODYgAH55CI8ORzaAgolamO9Pb62l+FYjpUidfZh8qJmJnMOBFhmuYHKHX0+5xlWV8ffa4B+CmwhlKb8RuBT1qWVVldzpcgRiZTmR2VzQxXIh4UCsULR6X9VAzDW6LzRHTNIBE7PKSuHAJBnTw8P8ULoaEhVfJVoVAoZigzSkSYpvk9oBHYNmHTD4CDwOVAFLgXuBL4/ou5fwqFQqF4cVHzj4oXGlWdafbxEou8f8kw06aTf2NZ1puAQwHipmlWURIP/2tZlrQsKw38EHj70dlFhUKhUCgUsxVNOzIPxZFDIo7IQ/H8mFGnvWVZD0zy9LLR/+8a99x2oHyRdYVCoVAoFAqFQvGCM6PCmaYgBhQm5D9kR5+f1Vy0+vKKbeOLL6vILrTojIp9aguXlX/RJBTavHcgnsjg3MqqDw22eChzMwX5+oMV2YXi/RX7rAsNVGQXN1IV+wyJF78jcF6Wbwg4Gani5L0bvDCc99a7ZCJ9qcri+AFG6udUZJdIVF4AIFE1fffzqQiGK8uRAAhpL/5PSKX3zds3X/+C7odi9qLCmWYfKrF6ZjKjViKmIAWETNMcv6+x0ecVCoVCoVAoFArFi8xsWInYDjjA0tF/A6wENhy1PXqRkeEw2DbCtn3bOqKILv1XYCr1D5GqCpNCoTjiSKSnrtaT2gqBUFmXCh+oEq+zD7USMTOZ8SPE0UTqPwD/YpqmME2zFvgw8POjumMvEtIIIBe2QTTq2zavpRgKtuPi+PMpJYNDT9GffMK3T9cp0r7tT+Qz/kN7irkUg3ue8W0HUBwZwS1W1jztpdZwUaGQrotrFyqyLWQHsYuVlYxOZ/bhuP7D5CQuGX0ASQVVu2uqkXUJVQpW4RmhHZmH4sgh5ZF5KJ4fM+a0N01TN01zm2ma24D1wKdG//4K8BGgCtgJPAZcB1x11Hb2RUIKgVzQBoNJxPCwL9uiyJI2eqgqtKD5aPA0JiAyuXZqq9f48mkXM+x99hc4xSxGyHuXYIBM3wGsG79Burt899zx+wqQ3LwZ6/++x/COHd7sXHno/6n7N9H9lWuRtjehJR330P9z9++hsKHT+/7a7qH9Lu73fjyllEinsrudEkgvHE5/+tDx94ObK5B+ZBvFnqTv4zGyezedd91J5uBBX7ZC0+h4/CbaH7mO7IC/HB/diLLn6Z/RufM2irkhX7aaFqS983qGRjbjSu+TFxo6riiSDO6noPnMgxoeQbY0IxcuQBqV9b1RKBQKhX9mTDiTZVkOsGKal7z+xdqXo40crRUn582BQhHR3ePZ1h5Nlh0JdhIvNmHIiCc7VzoUi4OkM/vI5NppabyAgO5t9WO4zyIUa2T/xmuI1ixgzrJXIbTywkW6Lv07HkUIjY7Hb2Tu+supX7bOk8/Uvn0Uh4cZ3m6R3rePBW94I1WLl3jwKRn41V3Ez1jF4LX3IB2XxBXnIgLl99feN0j2L9vR2xJk/rQJEdSJv7v8/krHZfiarWg1IWTWJn37Ppxknjm/vBitKjitbW73CF3f3EbLx1aQfmaA9GP9hJdV0fT+6ZPc3ZxDz3UHyXfmaHnrfLJ70mT3ZGh+/Ry08NSfVbqSoSeH6b6lh6aLGqk9rQY374ILenQaO1uSslIknxgmsyvDsn9dghaafo7CLbrkD+bIt2fJHSg9YiviNF7aOq2dlJKRe7rJ70vj5h1k3kUWXRrftYRA/fSJ285gjuQPnsUZKqDFDbS4QXBlPfGLFk5rB+D0pRn455sRUYPA3Br0uTVEL12FXj/9daKFgyCg89+uQq+OEVo6h8jJS4mtM8v6jC9aRHLjBnb86AcYNbXUrFxJ01lnY8TLJ5q3nnQJ267/Or1bHyDauIDm486jdsHxZe30QIjmReezf/O1DHQ8Rk3z8bQuuQjdKH8viYRbCQUbGBh6iqHUNupr1xOLeGtQF3ES5PURRoKdBJ0Y8WIzwsM8l3BdZDIJ9fXIZUvgQDtiRKXMKaZG01VozGxDhTPNTGaMiFCMI5FAJmoAgdi9x3OksMRlJNiJRBK16wm63ivajKQskiOb0bWgLwHh2DkObr8R1ynSMP8MGhec47mTbvfGu+l65nYCkWqWXvQhog3zPNkVhobY97vfYmfSJI5fi/nhj6B7qDAjpWTw2ntI37+J7NO7qLn8dOJnr0F4KPBd2NJN8ot3IdMFjBVNVL13HcGT55X9rM5gjv4vPUruiW4wNKJnzaX2A8cRXteCCEzt18059Px0J32/2gOOZM+WR4mdUk/8tAbipzVMaWenbLp/10HX1fspDpTCu3r+eJDwohiRRVGcjDOpiMh35en4TSc9t/aS7yoJ0d47+nCzLtKWtLyuGfMLhwsXKSU9N/ey+3/3UOgr+dNjOqltKfR4gEBMZ/nnlhJsOFwsOcM2vTd00v3bdpxUadY6vraa9OYRwoujVB1fQ2zF4StaQgjipzWQ2TJ06PvRaw20KoP4unoia2rRjMm/Wz0RJvHRE+n/2hNk7twPQCznEFyWILi4ZsrvFSBoNpH44kUMfv4v5B87gNY0QOj0trIiAiB26gpkvsjA1XeReXIHwUUtSFeWrRIjhGDuq15NrreHTHs76X370M45t6w/gEAoyoKXvYWdt/2ATN9+hI9KSlUNK4jXLSM1sAOnmEELeK+qlag5kWzPQVw3j6F7vwfpMkjQjVPQUggZ8CQgxhD9A8hEohSfkHvxq44pFArFsYgSETMMCcj6BIRCkEqDxwE5QF4fxhV26U18JCm6boHkyEZct4Chx3wlOHbvuRu7kAIEgWDcs4DI9B2g8+nbQLoEwjGMqLfwJ7dYZO9vf4OdTiF0nUhrqycBATB0/cOk/vosAIHGaiLHLfIkIHKP7GPof+6DgoNWEyZ06nxCp5SfXc093UP/Fx/BHSmiJcIEWqLUXnk8gebpqxPb/Xm6vmuR35civCiOm3dIXDafxncsntZOSsnIE0ncnEPNaXXk2rO4WYdVPz2JQM30YR7B5iCtb2whujjC0BNDJJ8cZu5bWml+TTOBmI4ITH5chRA0X9pE/cvr6L97gO5berCHbRZ/fBF22sZJOVOuYBj1Qdo+toQ572qj69p2uq5pp/HVrRQHC4w8NYSbdScVEQBaJEDLR0xqL5nDwf/egtEQwhkq0PHlTdg9OZbfcC6B2slXebSqIA1fOJ3Un3aSunEXIhqg5x//it4cpeadq4meNXfK7ykwr5a6/3oVyS/8heCJcxj68t3o82qJveE4gifMmfb8j7/sONxsnsK+HtIPbyHzxHYSV5xLaMn0Ky9aIMDCN13B/hv+hBGLY33/e8y/7HKqli6d1g6gqnUZTavPIRCtZt9919By4kU0rjy77HUqhGDOslcy2Pk0qeRu9m/+LfNXvgFNLx8uFArWkag+EU0z6Oq7i5bGVxA0asvaAUTsBCFRTTrQQ1YPEHESnuxEvgD7DiCjEeSC+bBrj0q2VkyJKvE6+1CX88xEvNRipnt7R2bNB5qs3rmMx5GLFkAqjWjvQEyRLDyxT4REkgztQyKJFRsIuvFJxcBkfSIGhp5mOLWV6vhKaqtWo2lTDL4m9InIjhxk91M/obppNY3zzyIcn7zG/cQ+Ea5dwLrpm4SqG6hffhrVc1dMOZgf3ydCSknHrbdgZzLUrFhJ9bJlUwqIiX0iclv2k924h9CyuYSWzkGvnnr2eHyfCDddIP/4AQKt1ehzq9HiU8/ITuwT4Qzl0SIBRLB8qFT1EewTIaWcdNBYrk+Ek5laAExHob+AUWdM6nO6PhFOxsYtSIzawweq0/WJkFJSPJglOLd0TIt9OYyGv50X0/WJsDvTBFpjyKJD9tEutKog4bWNpX2dpk+Em8qDriE0QfbuneTu3U3iPy9CGKXvK9Q/dZ8IZySDFg2Tum8jQzc+TOIt5xFbXwptSnRN3SfCyeXQw2GSW7bQcfNN1KxZw9xLXnnoe050TC5OXcdGaDq5oW723PVzoo1ttJ3xRrRA6ToPTpOfI6WLdG0ObPk9TjFH23FvIWD87dpx906ehzR2zg2nLJLDGw8TEvk9D03pE8ARBYaCHcSKDYTc5wrJ1O4bpt5fQLbNByRif/tz7oCzrU9EY2OVGukeIfrfUHtExgn1f0iqY3aEePIv7z8ix+zkC36sjtnzQK1EzDBkohZxsBP6B3wVPCxoKYJOnKhd5ysMwHGySGkzr+VyzyFMY+TSvSxb//cEI95mCw/ta3qIpRd9ECM6ffjIYbgucy68CK2C5MnwqjbCq9p822mxIJFzy+daTIZeU1ljtRcar6tDE6lEQAAE66fP85jaXwCfpyBQ+nxjAgJ4joAoR6C1NPAWhj7tCsRExovJ6CUriF4yXTrXc9GrSvtadd5aoutNhO7teh0TzLWrVhFrayO1e7enY6vppdt8pLYF89J/ZP9DfyCfGiBS21LWVggNoQdpW30FB3fcTPfuvzDXLN/ocmy/quMlcdTVeydzWy5F17xdE7oMUl1oZTh4EFHUCLreeosKgAPtyCWLkE2NiJ5eT3YKhUKh8I8SETMICYiu7ilXH6bDcGOHzdh5QdPC1Nd6S2aeSKJlbUV24ZrGiuyEriP0yga2CsVMRI9V1i3aiMdJHF8+Sfowf8EIi879O992QtOZs/w1SNf/vak6bhIKNnoWEGMEZJiqYgtC+rvmhZSl0KaG+tI91Ze14lhAhTPNPlRi9cxEiYgZhACosNeBVmG13kpnqRUKxbGFEAKhV7bKFApOHVI2HYZbwdIUIIpFRGdXRbYKhUKh8IYSEQqFQqFQKI4ZVInX2UcFbSgVLwIzptmcQqFQKBQKhUKhmB2olYijSHTO2RXbhhasr8huYoUlP+QXVpd/0ST0Lhqs2OfAPO8drMcTrD9Qsc9F8f2V2YX2Vexzru69oeB46vHXUXg8MV78evppKks278dnEv44Opymiuz2xBdU7PPghEpdXumOJyv2WQwvqsiuUfNXGGE8ISq7n4Rcu2Kfbq6ySmYKxRhCrUTMOlROxMxEiQiFQqFQKBTHDCqxevahRMTMRIUzzQIks6b1hUKhUCgUCoXiGECJiBmOFBK7bgg34H/537b7GRl5iEoaCqZ7n6GQ9l/dREpJvmeXbzsA6bjIQmXVqRQKxQuDdCtPYXSK5ZsfTupTSmy7sjAlN2AjdaciW8WxidDFEXkojhxSHpmH4vmhRMQMRiJxqlIIW0fY/mqlu26WkZH7CQZbfJdxzQ5sZWjvrb5soDQQGHrqRgYf/R3SLvizzRdI/+Zacvff79uvO5gh+617cQczvm3trhzZJyobvBSHbKSr7kKK6ZFS4uYrG+S6/Wncrqk7Sk9HYeMm7IMHy79wAtIpMvjItRSTnb5ti+lu+rdfi5P3t89CCHK5HaTTTyGlv+9K2DrF2iGc0Iuf46NQKBTHMkpEzEDGwpfccB7XsNFHYgiPLZOkdJHSYWTkAYLB+YRCi737dYvkR/YzsPM66pZfQTBWvqMtgJvPHBIQuY7NNL7iI4iAt3rybnIIN5UiddUvEIZB+GUv87avtoPbNYy9uZPs525Fa6lCVHtr3JW3hnHzDiPXt9P50Scp7PQ2eyqlZPChEZy0Q/tPe3jmDTtIbc56si0Mu3Q9UqAw7LLt6gyPf3HEkx1A5waXwX0SOy/Zc7/LSJc34eI6sOl2wdjEsp8J5swQ7H6yspm1gYMw1O3fznVhuNvffvr2UZR03JOn95kiqQ4Hp+BdBGZ25tj7zS56b02S2Z1D2t5shRCM/Kmdnn/fyMiNHdhd3s4ZAJGIkP/5o2S+eDvFe3cis95X6gJt80n9/JekfnE1xZ27PK9IakYIo24e3Tf/NwMPXYOd9l4YIVSzGDs3SNcz32Kk8yFfgiAcXkout42hoT9j294T0wUCrWDg1KSwq1Iq/FNRFrUSMfuQUhyRh+L5oRKrZyAyYOMGHJx4hkCyGiG9a71M5lmkLCCERjR6ome7YqaHkY77yCV3kFj8GsI13sVH8qkbkHaB4mAHjRd8FD3irYqTM5gk/etroVjAWGESvvBCzwlvhd8/g7O1G7c/Tfi9pxE4ab4nO7s7R+/nN6HXBCEgaP6vtQSXxMvaSSlp/1EP3dcNggZVa6Ks/sEiokvKC5ehnTb3/cMQQhdke1ya1xsse3OkrF0xK3nw2w5P/sJl3imCrk2S2jbB+f+mU9Uy9ffkOrDhz4K7v6uRHYKNt0m6twtcB/7ptqkHdXYBtt6n8fj1Ohvv0lh5tsu81ZLcCJz0aoeFJ0w+OOvZI9jxiMauxzV2PaGR7IK3f61I3VxJrBZalk5uV8zBvT8W7H5UI3mwJCAWnyp523dcQrHpv5vOjS63/4tD/y6JlCA0eONPA7SdNv21ohmCYK3GAx8fItdf2q/5FwQ546vVaMb05150aZiYGWbXf3aAC4EaHfN/2qhaU74hWvWb2uj/6lYGv7+Twe9D/NI5JK5cWnbgITSN0AfPIPNvt5D/2SMUrt9A5BMvR5tbW9anVlND+Lxzyd1+B/buPYTPO5fQOWd7WpmMLT2d1NZ7yOx+nMJAOw3nfYBArHwVJyEEVXPPZmD7bxnaeztCM4g3rytrBxAI1KPrdTjOAOn001RVnYWmeZsY0PIh3EgBN5RHKxiIfGVVwBTHBkJX86ezDRV6NDNRImIG4obzuNE8Im8gHO83O8dJk8ttAyTx+JngcfUCYOTgg2T6niUYn0+wqs2zXTHZSWb3YyAlNSddhhau8mQnpSR7659xe3rQErUETznZs4CwNx6keNtWAIwLTPQT5nqyc9M2vZ/bhDtYROZdXwLiwA96OPiLPgDqzqtm2X/OQwTK72/7X/M8/NkR7IxE6HDeD2toXl9+lWb/oy53/LtNcly12ffcakwrHgAObIDr/5/OwS1/e92cVS6nv82lefnUdoUc3P0TnWdv1zm4rTRDM9QjaFwoidRIgtNonliiNJDvbxcMHhQEgpKHrg2QS0GkWvKxayafPTfCcN6VkpoWl7/+n4ZTFHRZ8B+n6NTOgcs+77L87Ml/OVqP03j7HwQPf9/hsZ+4aDpc/xGbBWcKll2gserSqcP/Gk8wuPA3CR74x2EGttp0PlTkia+kWPamCIkV098SGy+pRWiw8wsdOGmXrt/2Y9TohOdPP2gVmqDun03snhyFnSnym4co7k4RXFb+etHqYoTfezq5792PzNk4ewc8iQiA0KnrKW7YgJscwuntBceBQPnbvtB0qk94FUNP3oCbSyGLOU/+ACJ1qwhEmkA6uAXvK24A4fAy8vk9uG4GP/cvUTAQeQMZcJBCjTYUCoXixUCJiBmGROKGS/kEwtHAx3JbPr8LkOh6Dbpe5TkXws4Pkel7FqEZROpWohtlpoHHMfTMLSAlkba1hOeu8uyzuHUb9vYdaC3NhM88Ay3hrVa9O5Ql/6OHEA0xAmcuxjhrMUIrL7SkI+n7yhZk3iH+mrlE1tdhLCj/OaWUdPy8l5FnM7S8uY7YigixFWFP45vB7TY9TxRZ/YEokSaNSINGfH753BanIEHCBZ8PIN2/zcBE68v7nH88fOQ6h/QAJA/CUKegYaGkxZzeLhiGiz/qcPFHHbIjsOcpjaEewelvLB+OEquFs97qcNZbHXr3Cp64UePstzvE68rvr27AujdKTrzM4ak/CaoaYcnpkp6dUNM6vW0gJDj74wGWX+Sy66+SVZdp7L7HpX9n+UFkrEXn/Ktqeeq/U6x6T5Sdf8jy1w8mOfNr1WVFXsNFtaAJAnGN4acybHzXbprfUEfbh5qntdNCOo2fW0P20X5kwaX7sxuIX9JKzdsXoIWmPy8CJ88n9O5T0ebUkPvufTg7egm99RREcHo7oWtELn0VIhole/OtpK6+htgVb0aLlJ/hj7StJRBvoNC/j947v0/jKz6MUVvmoABCaDSseBsIjZ6NP0ILVhNvPqWsHUAotIBQaAHp9JOkUg9SVXUuQpS/vgWCwFAVMuBg1w6jFQMIR/28KSZHhR7NPlTo0cxEVFK5ZybT2zsyaz7Qay/4n8Oec4MF7OoU+kgMfZol+Yh58XP+ltIlmbyBYHAB0ehahJh8cKEtXnnYc8m9f8bODVC76FUEQrVT+pzYbC7fs5uhZ26h5sRLCTUunNJuYrM5mcuTufXPBI8/jsCSxdMKj4nN5ooP70HURNBXNE+7cjGx2Zzdk0PmXQLzImWFzpxxzeakWxrQe/nRUc3mynOkms1JKac8rtM1mxtv5xRKq0Xa6LHek5++2dyYbaG3SHZfnppT/raqdTBVfjXP7smR/Mluaj+4hEB96Xsp9JcPy5OpPLkfPIg2r4bQFScfer6uffpmc9JxyN50C3Z7B1UfeC8iWBJLjXvKC/jU9gcY3nD7YUIitHf6BOpCuou+LT8jseR1ROpWHHre3b11+n2VDsPDdxEINBCLnfScbVnrtmltnUgWN5InMFDznFyyP/3ln6e1m2k0NlapUdMRIvPh1iMyToh+v3PKY2aa5lnA14EGwAb+2bKsW0zTbAB+CqwBXOBG4JOWZbmmaWrA14DLRt9mM/Bey7L6Rt/zHcBnAQPoBz5qWdbjo9vWAd8Z9VcEvmJZ1i9Ht03p84X6Ll5oHrj5w0fkmJ316u+r6+x5oKZqZhgy4GAM1iAcf9WYHCdJPH4mhuGvO6+ULuGE6SsHYgw9VkfjBR/1Xf2JoEHsdZf79gdgnF5ZV95Ak7fY6omopkSzA9/n4CR2etDfe4zZBhsNgo2Gb9+BpjAN/7LKt52Ihwj/03lQ9FnFSNeJXHYp9p49hwSEV+LLzwKh49r+hGcw1kLd8reQ6nyIcML0fJyE0KmqOpuhodsJhRYRCHjvqq1lw7jBYimnLOV9VVVx7PBir0SYplkP3AS8z7KsP5qmeSJwj2maq4BvAQeBy4EocC9wJfB94MPAOcBaIAN8b/T5N5mmeTzwbWCdZVk7TNN8M3CdaZpLKK2V/wn4hGVZ15qmuRR4wjTNpy3L2gj8YBqfM5JZMzt8jKGyi2YYWibsW0AABAJ1vgUElEIPKhEQAIFYbUWDNy/hRwqFYmqEJhAh/3NAQgiMxZVd7/FlpxNqWOjbLlyziHrzrb7vFZoWoabmlb4EBIyGNg3H0TOVTRwoXvochepMpwNpy7L+CGBZ1tOUBu6vozSQ/1/LsqRlWWngh8DbR+3eAfzQsqy0ZVkS+AbwWtM0Y6OvucWyrB2j7/lbSuLhXOD80eeuHf3/TuAW4C2maVaV8TkjUdWZZiZqJWKG4bWUq0KhUMwWKl0p0jR/KyaH/ElNTV0qZhISmDg7OAxcOPrv8R1atwOrR/+9YvRvxr1OA5aPbntywnvuGLUVo/8ez3bgJGBZGZ8KhWeUiFAoFAqFQnHMcBRKvD4IhEzTfC/wM0qD+Qsp5TgUJuQiZIGxOLzY6N8AjOZJ5Eeff862CbZimm2xMj5nJC+x9N2XDCquRKFQKBQKheIIYVlWErgUeDdgAf8I3EwpwTo0mkA9RgwY64CaAg4V2DZNUwdCo88/Z9sE23LbpvOpUHhGrUS8AFx6emVVP2IrLq/YpzansgTjQpu3RnCTMbHKklf6F24v/6IpqG3YWZHdqviWin2uNSrb30VuZRWWABrz3uvwj6cmV3kxjbD94ofO5QKVTScNhbsq9tlrVFY1a0+08mpbzxrTNOWYhi1G5b/j/QHv3ayfS2X7CtDk+stXGCOYq+z+BRBKr6/IrtL7NMBNDx9eSU8xezkaJV4ty3oQOGvsb9M07wSuppQ4vZS/hS2tBDaM/nszYFLKn2D03zYlITK2bez9BKUQpw2UxnafmLALY++7HXCm8TkjUfkLMxO1EqFQKBQKhUJxhDBNM2aa5g7TNNeP/n0RJQHwe+APwL+YpilM06ylVJHp56OmVwEfNU2zZlQkfBa41rKsLPAr4JWmaR43+tr3UVpNuA/4K2CbpvnuUX9rKYVP/Wo0kXo6nwqFZ5SIeJEINOhoMf9KWkoHR+5ASn/lHAGcfB9Ovt+3HYCbTVZkB4CcsaWmFQrFDEW6dmV20kbKymyFz7K+ipcIujgyjykYHbh/DrjGNM1dwBeAV1uWlQE+AlQBO4HHgOsoiQeAHwO3Ak9QSpQ2gI+NvucW4EPAtaZp7gD+DrjMsizbsqwipd4S7x/d9itK/SXGVh6m8zkjkfLIPBTPDxXO9CIgQgKjXie3y78QcNmFJIlfvSddm2zHdRi1a9FDHlodj8MZ6iB973eIv+LTaFGf4QrPPgX798Klr/NnJyXGjZuw1y9AtvoLuZJFF2dbmsBxVf58Am5RggAtoAYTipmHdCRolVU3Ev1pZG0EKkki3WHBkmXgsxyzm+rF7t+D0bbO9z4XBp9AD7cSiE3f5O9wdByeQJdrEGJiGPj0aCGB3qBTOFiZCFHMTo5SONOvgV9P8vwg8PopbCTwmdHHZNt/A/xmim3PAGdMsW1KnzOVFzOcyTTNhcAeSmFj4zkLqKEk7hZQCgv7iWVZ/z1qF6HUg+MsShW5HgSuHF05wjTNT1FaMdKA/cD7LcvaNbrtYuC/KOWnpIFPW1aps+Zo749JfR5t1ErEi0CwNUCxz8HvZJmUw7jsQ2eN7x/kfM/diECcYMJf/LAsZMg8/FPCa17tX0Ds2gF33wHrT/fhsDQdEPzt0xiP74eo96Zd0naRKZv053aQ/20nXruvu0WJW5Sk210e/GCB9tu8i7vMUOk4dO8McNMXa3B8HNPhgVKFv/6uAN37/TUnGxkqXap+Z06khHyuspuvmql5LrkRQe/uQEXfSe+jDl33OSXR6tfvd/dRuLsfaftc4ZMQ+c/b0Z9q938gk4Pwi59A10FfZlq8kcLOe8k++nPcfNqXbSDaRmb/r8j3P+z5WoYxgRXC5mFcmfTl00m76DUaofkBVHVthUIxHsuyVkx49AHXAndYlrWEkkj7qGmarxw1+U+gjlJuygogQWnVCdM0Xw18FDjLsqylwO2MCkDTNJuB3wEfHt12JfBb0zTHmn9N5/OoolYijiQa6FUaQge73/tAVcpSgqTNRjSWIUTUs62T60baKYrDm4gter9n8SFdG6dvF4XtfyXQsBRj0ZmefWJthVAIbvwjXPYGaG71ZiclwRs2Qs4msKmT7CdfjqzxNpPo7MpQuKsf++kh9KUxIh9b4PmzbvmujRGDvX90WPzWAPMv8dbcb6RX49p/qqPthAJPXR/lrHenPNeif/DmKh68qYpEk8MTd8a54p97aW4rnwibGtb4v682UFVTOn8euy/Gd65tJ1ZVfkD5xGMhfvC9Wt7z/iH6+nSamx1OPb18Andfv8afb4uwZUuQ//j8ICMjGrW1btlJ6eSQYMPGIM8+G2TxIptXvXJihcHnIiV0d+sM9Ov09+n09+sM9Gtc9toU9Q3Tf77kgM5tf6xC0yEYlBghSWOzzfqXZcp+vsf/EufOa2toml+kpa1I84IC5klZqhLT+wzFJXd/P8qWOyMsPDnPwnUFFq3LU99W/tquO0HjwQ8WePZLktaX68y9UKdurSjbEV3oguArm0j9wxZyP28n9Jomgpc0IuLlb92yIYazspnI9+7HWdJA/g1rcZd7bEi59iR44F646sdw8np42ctL17gHggtPJ/fM70n37yFyytsINK/wZKeFWxFGDfmeu3CyHURaL0Xo3nxqNOLQgcOjII9HEx7vQS7InESv0gktEOT3F0FFY77kOQolXhXPk5kwnzXaYXwtpWR4LMvqM03zakqN+m6l1BzwbaPhZJim+R3gF8CnRrddbVnWWAWW7wBfNE1zOfAKYONo8j2WZT1smuYm4HLTNB8o4/OookTEESQ030ALCvId/qqmSHpw2IXAQMP70r6UkmzHn5BOhnDrq9EM7+E99sFNZJ/4FVqsgdjp7/W+8iElPHAP9PbA+RfB4qWeferPdhC8aTMyHiTzuYs9CwjpSLLf2ouzM4NxXh2Rf1roeX8P3u2w9/cOaLD+awZNp3sTELkRwa8+Wk/3doNiTvDh3/dQ01J+tCEl3HpVgt99swGA896Y5L9u2kttQ/mB58Ynwnz935vo7TSIVzlc8oZhPvu1LqLx6f1u22rwg+/V8vijpe/za1+pY+XqAhdePPXMsJRw/wMhrrs+xkMPh3AcgRCSO+6cQyjkcutN3dTWTH4b7+vX+PZ3qrnlz38Tu4sXFbn1tgivOD/Hay+bfGAvBPT16vzgu7U8/VSpu3B1jYOUghUr86w7NUdwil5jtXUOp5yV4Wv/0syBPaUXvfrNQyxdlaeuzHe77oJSBaQf/kszxYJG49wi/+9XB6a1Gdvfiz85TCapsem2KJtuj/L6Lw9S3za9WALQQ4KTv2hw/7sL7L/BIdstOXm5QcBDZXZ9SZTg61oo/KGL3LWd6MdVEVgRL28IFF61GuP+3ei7+gg800FhcQMEPAyggkE4eR3iwfuQe3fDutM8iwij7WRyG29A5oZxcyNIKT1dn0IIjOpVFPofAungZzQvaKDUy0tyeGXL6XEyLiIocHNyZoxUFArFjGB0sH4ikAO+RSnMqGM0l2WM7cCrTdOsAxp5bnPA7UCraZoJSisTt4xtsCwrY5pmO6UmfxObCo7Zrgb6pvL5/D/h80eJiCOEMECPaUgp0WMabsb7SoRLL5BGEqZ0znobMLj5HtxCHwBOei+B+DLPg+vCnofBKSKLWdyRbvTaed52ds8uRE83UggYSoLjgO5hYO64BP/4bGm/E1FEfwZZ563XTeGmHpydGYjpiPog5FyIlPeZbnfZ8JUiQoeGdZrn/O9iHn7z8Tq6txs0Ly+yaF0ezcOV4zrw6681cu+fqpm3LE/LggKLVuU9CYgH74px469rmNtWZNGyAuGIy6veNExT6/TxU4MDGs8+HWa5WaS+waG/T2f9qTne+ncj09oJAaeuz1NdLTnxhALPbjBo7wjw4//ro2YK8TBGQ73Lf3w+yTv+LsXNt0S59c8RXvXKLPPm2rS0TP9Z1xxX4Ds/6OGxR8L84Hu1xGIuw8Mav/plNaesyzPdqG7pygLf+nU7P/tmPfffEaevO8B7X93G2z80wOvfOTSt33UXpKiqs/nWP8yhcW6RT79mAee+fojXfniAYGhqn5oGl/9HkuyQRnZY4+Yv15Ds1Dn971IEykSoxeZprP0XA+snNkPbXLZfZbPiAwE0o/w1Gn5rK/aTQ4i4Tv7qg+j/ugQR9XCdxUMULlmJ1jlM4OE92Gcswp1XW94O4OT1yJFh2LcXtm/zHKYojAgh8xVIp0Bh170Y804A3Vv4nlG9Gj08h1zXLTj5HgJRb5MoQhjo8kQk3bjsReMET3YAdtLFTrqEFxrY/SArrZSrmD0chZwIxfPjRS7xmqLUFPA7lmU9Y5rmWcAdlHIWpmvix4TtY/8u1xyw0m1HHSUijhBarDTb5wy5FHv9hDK5SHqBCAFORghvAgKgOLwZ0Ai3XIRRe5JnAeGm+3F6LALzTyJywhsRQe/hUzz6ILKlFS5+NbTO9WwWeGgPouCQe//p2OsXQJmwjkP72p2ncHsf4Q/MJ3hhg7eBFOAUJLuvdTA/EGDO+TqhOu83pAPPBDntrWne/PUBorXepyrzWY1L3jXIWz/V6zc/lTPPT3Pm+f5iygESdS5vfuv0gmEqQiE4YW2BE9YWgNLqhOOjFsDSJTb/+LFhPvrhYQaTGo1lQpLGEAJOPT3HulO72LnDYLnpfRQXjkg+/Nk+XnZRijUn5cikBLmsty97xck5/vWqdmobbIYHdB66tRojWP74Bgx409cHGerUSytNX60hXOWy7o3lQ6laz9OJLxIEYoKnP1/gkY8VOP17wfJhTWGd2BeWIWoCZL+5l9QnthH7wjK0ximWasZRfIUJukbggd2E/+ducv/8cm9CIhYvXdfJJFz9M6iuhhWry9sBwRUXAhIn2UHumd8TPuktnu5HergZPdwM0iHbcQPxxR9A6GFPPjXRiJS12DyAK7vRRLMnO5kvHXN70MFoDlBoV0nWL3WORmK14vnxYubnjeY+vHfc3w+YpnkjpZCkiT8w45v4wXOXQscG+l4aAE6sKBMDBsvYHXVUYOARQo9qFPts31U/JEkEVQQ4HSG8hyNJKXGyHcQWvpNg4mRfidjFjmeJrHs70fXv9CcgBvphqQnvfJ8vAYGUyFiQzBdfhX3aQs8CAgBNEP/uKkKXN3sWEACaAcd9wmDRGwO+BATA4lMLrHx5zpeAAIjEXepbbN8CYqYgBAQqmGYIBPAsIMajafgSEONZc1Ip1yMal9Q1elc+85YWiNe6zFlc5A0f7cfrZROKSpqW2DQvtXnXj/s5+XXlBcQYVQs1Io2C078dZOVHjLICYgytIYgwNCKfWITxsgQy5/FzhgIQ0LDPXUrhsuMxbt7seV/RA1DfAG+4Av58Uynh2gNCCITQiK7/O+zenRT3POzdJ2DUrCYQW0C261afSdYGOqtx2Hwot8wrxV4HLaKhxWfpBatQKF4QTNOsM01zYmy2Rqkc7jzTNMcPlFYCG0YrXnUyrgHg6LYDox3LJzYHrALmAhsnbhv/vqPbJvVZ2ad7YVF3yyOEk3Ip9vgv6Qo6OusQwlv88SFkkcjc16NHfAzmRwkuPguj7RTfdiTqSrHSmvfBPABC4Jw0HwyfdoDWGKxoFqmSEpkKhReE8H8JQGk2NLHG/y1YCEH4ijno8/3F/gPY5y4l/wEf1dPGmNcG7/4g1Pqr2CaCMaKnvxe9rs23y3DzxQg9Opof4R1NNCFoROJN8BxCQrHLxqiv4GAqZhe6dmQeiiPGi9wn4nTgQdM0FwCYprkGuAT4JvA48OnR59so9ecY3xzwk6ZpBk3TDFHqGj5+2ztN0xyLFf8M8OBoidfrgFWmaZ4/+r4XUuoofv1ob4/pfB5V1Fl/hHCGKyvxoYkahPD/Iya0IFrAxyrCeNtA+ZCIyQ3VwFyhmHVUujTmU0CModfM9Z5jNQ6hh4i0XIzwkoA00Sdr0ITHSlTjcEbcUoUmhUJxzGJZ1i3Al4HbTdPcRqlZ3/sty3oUeAtwhmmaOymVaf1Py7L+Omr6BWAfsAXYBGwDvjT6nncAXwfuGm0AeCLwttFtfZT6dnx9dNuXgcstyxoYfd/pfB5VVE6EQqFQKF5SPK+VR1Wh6SWPyomYfbzIidVYlvUtShWZJj6/D7hgCps8pWZyU73nN4BvTLHtLkrCYrJtU/o82igRoVAoFAqF4thBiYhZh2p8OjNRImKUC1dcUrFt9Yq3VWSnt3jvqTAR2dpQkd3gXP8Vf8YYmLenIrvahp0V+zyp+umK7E7XN1Xsc2neZyz1KG3Jil1Sn6wsDjs25K/z9XgChYpNK8auMHIuXVN5B7D+2vIN9iajsXZ/xT7rQpVVyApX5yv2+VSFdgN25eeQkavsgDaNVHb/AtBHKrtvhgYnneTzRKW/D3ds+3PFPhUKhWKmo0SEQqFQKBSKYwbVsXr2IVGrRzMRdSX5wKiOEqyprL+HZqSpJNhWShvpVjaTKn1WNVEoFIrZiJ8ysBMsK/apBqIKheJYR90FfVCzdC6BmLfGR+MRep5g7QHQKhjUZ55Gpvwn4UvpYj/7bdxh/yFIYqiP4N1/qCgIMbylnUBX0rcdAB0TmzJ6Q0qJdFXApELxHJ5HELHIVhjrJl3EYE9Fpu7IfmRhuDK/uQ0VTZoIvYAeGSj/wkmItzVV9HugmAHo4sg8FEeMF7nEq8IjSkR4JFgbIxAOkun0/4MTiPdiZxPg+osek04KmX0KET3Vt0/34P2lH/SqBT4NXUJ3/wFZnfBdwjXQPUTdr+5DS/uP69bu6cX4wjbI+xsISCnZ/32Xg1f7vxvYBcE9P2okn/Z+GYzddPJ5jc4Of7081A3r2CWT1LHzlQ0yko+62KkKTp6Mg/6bdsj6H1yHt7RTdfuz4PrMRREawUdvR9+10bdPYcQoPvNNZKbbt610RpDDf/YtJKQTxKjqRg/7z4NyCzYNa5eghyrPKVEoFIrZjBIRHqla2MLI/h7fI0ERyKEHU9hp/4mEMvMohExEoM67jXSR+STO/tvQl70JIXwc4mIe49n7wXUonnSuZzNtKIPIF6m/6q8Mv+J4CkuaPduKvRnExmH0n+/H/vRyCHlLMHYLkqEnXfZ/32X4cUnTa7wP0PY/G2Hf01Gu+dgCDm6J+Dqkv7lqPju2xfiH96zlut94b+yXzQm++bM5PPZMnLf9o8mu/d5nMHcfNPjhjTVs3hPkL4/76wXyyHaD258JUbTB9jG+khIesALs6/V/i5ASdnVrOJXnQpfFdSFXqGxQvq8jxF0P1tDd52/wJyX84Zq5/P7quRxs9zcDbYRdfvX3C7jnR42M9PmbTAhUCTa8zaHzdy5uwcfJGgtAysb4+EbEU0lfPnPHtVF19yYav3c7+qC/YgzOvKWE7/g1xqO3+xIhIlwPQqP47Ld8r6AKoxUKe5BDN/vsVC2QdgijuhM9POTLp53JoYeD1J+wFK2CxpmKo4haiZh1qJWImYlKrC6DEY+gGQGMeISBDbt92eqhIfTIEHamHqT3HxlZ7IZiJ+R3Ier+zpdPZ89NyGwvWtM6tPh8z3ZiJEnw3uvQuw+Qfd2HfLXgrbp7E6FdXdj1VaTOW+19Z9M2gS9bUHCx/34xcon3fJOeGyUdV7kEG2DFN3SMhLcbuJ0X3PzlOQx1Gpz4miQX/mMXXntZPfDXen714wX88Zq5vOcje3nl5V2e7LI5wd9/bimPPVvFjX+p5yPv6GTBXG95Ln9+NMo/fLuJoi2IhSUffE2SC9Zlytrt79P5f9dWcd2jEZa02HQOaNzw6QFOXT79AOvgoMY1D4b45f1hdnXrfOgVWRY2Ovz9RVPvr+3AvVsNHtsV4LFdBk/sDtDW4PCdd6UwWx1i0yzYbD+o81/XV9GV1EimNYYygi+9dYTL1k3//QgBv7qjmq9fmyAedUlUuaxoK/BfV/YSDU3/y9A2J8+vb2jkH76wlMa6AquXZ3jXG7o55fhUWZ+vem0n//SBtfz8/xaxaGma8y7q4bVXdKCXuVyMsOTcD/bwq48u5KGrG1j1iiHO/UAvta3lB7zxVYKqEwQH/s+l+48w/0qN+vO8iTvn1S1od/RgfHk7zpl1OFcugkj5a1sGA2ROXEj8kR00f+0G+t99Hvllrd58LloN999I8Kl7EJkRCue81vP9RKtdjtv1EPbWqwisuRIt5s0nRkvp/8UDyMyTED3Vc68ItxgmYOQIRPtxCxGk663iVDFdOkf1sEGkKUG6o8/bviqOPmrAP+t4sftEKLyhViLKEEpUUb92McWRLFrITzlDWZrdCqWQro6vBL5iJzJ9P+jV4Ew/sHmOR+nidj+KHNgEQvha2tf3bCZwYAfSCCIyPspT2g7RJ3YRbB8ACaJgezbV7upFDBQh5yIy3vfVTkkOXu3ipEEEQHp3yX0/bWRgfwinqBGpcfDaHHzf7ij/+8XlAESjDsvMlKdorzEB8cjT1biuYO2qNJe+op9AGb+2A1/8ZR3v+WorIxmdXEHjyx/o5e9fn5zWznHh+7dHOe2zDVz3aAQAQ5c89bXesgJie6fO//t9lKvuLQkIAFdCa+30s8kBHeYkXIazgqf2BOhPaXQlNd79gyq2dkyv0JbPcfj8m4ZprnXZuN9gf1+Av/9JDZ/5VdW0dkLA+149xNX/1onjCDbtDvHI5jA/vbmGwZHpb2tCwGc+1M7bLu+mdyDIg09Ws7cj5GmlJhJ1+fevbiVeZbNnZ4z+Xu/3hIUnZzjxskFcW9CzI0y0xvuJO++9GmhQ7Idgk48f09Ywcl0CqQEJw5OAGCNz6jLcUAA3ZFCYV+/ZTsaqcVoW4MaqceYu8TUhoSVMRGweIliNiPpY0dRiEFwMWhRhzPHVbM4tRrCztUipeRYQUApnGt7diXRcCiPlhb1CoVC81FArEWUIxEIITUNoAifvPdlQ6EWE5iJlabkcH+XJpN1Z+ofeAAEfP96pdrAzEEqgt5yO8DpCBgJ7NiOFoLj2LNw5iz3bhbe0o6fz5FbMZfCKM5Be44NtF/3WbmRTEPv9C5En1nr22fU7F+nAvPdpNL9eoIe9fbedVpgn/5TglNcPsO6NA9Qv8HY8UyM63/v6Es6/uIczz+vjuBOG0D1cOVLCdbc1sO74Ed79xm5WLUuTqPEmlg72BXjZ2iyXnZWirtohUeWWnWEH0DX48EUZPnRhhnRekEwLhjIaiXj5sJLlrQ4/+UBJtPYOCx7fHaCpWnLK4vKD3ZVzHb5yRYYvvCHDn58NsrdH5x8u8ZYoP7/B5WcfTvLBV6T59p/jfOktwwykvM1vrFuR5y//086V/9PM2y4c5vbHoqSyGomq6T/vmJAAiEZcfndTI09vivOlT+4r63POvByf+sI2HvhrA5s3VPOZjx7Hv3xpG4m68qsK53+0G+lCPqXziysX8uavH6C6qfz3G2kTzH2HhpGAHf/usOLrOtHF3s575zUtcHETgW/vRi6O4b7MW2hlYWEj/e87n+ijO6j7zQP0v/s8z3lS+XNfj8imCN92Ndk5i5HxGk92otYkkFiBveG7uAfvR597jic7AFF9EeR3IlP3Q+ItnkM5nVwtTq6GUMNOtGAKtxD37HNkbxfSdala2OJ7pVpxFNHUrPZsQ9VOmZkoEVGGQDRMYSRD/4bdvs5iEcghpaCQnI9b9B6mI6UshTKFj0PEz/E1oyaTFiI2h8DqDyJC3n60Acim0AZ6yL36Pbjz/DVyij65m+Tl60i9bJWvG7N4LIl7eh3Om+dC2LvYsUdKx+D4a3SMGn8/BNkhnb+/bgfhMgPMiWgafOU7G8uGrExECHjb5b3+jEZpa7Zpa/axxDKJ73hYEg9L5tX7T05orJa88gQ/seUlggG47OTKKvucurzI1UsHEQIWNnlfmWqodbj28wdxXHjt2d5X7saERCar8ffvPEhy2Pvt8JTTkqxZO0zAkNz6pxbicW/HKhx3ueRTnWga3POjRp65qZaXvddbGMycd4jS/UAD61MOx1+to0fKXwNyRWlVx/7MMgL/aSHrgsg11eUdCkF+WSuFtgaavnEL8Xu3kDrXW7iiTDQiE40UV5xC8J4/kn/Vuz0JEBEo5Zroy96EvfH7aA1rEaFaTz6FCCBDJmSfhdxmiBznya40wSOw040YsV7yhRh+Jn3SHX1ULWgmEI9gpyqrMKdQKBSzESUiyiCEoP+ZXUifWaJaIE8hOc/XrBYAbgpCyxGxM30JiBKCwPEfO/RD7BVteIDs6z+MrPaewA2A4zJ80QnYcxL+7AC5thrnDJ/+KCWZzntPZUmMi9dX1q07GlP9Nl4stAoDLAM6ZUPEJkMIiEVL13ZdrT/RFo6U7F7zxk5fdmOrWOdd2esrsW/sftD0ao3qk4QnATEeuTSO/Y9LkDU+E8pDBv3vPpfqOzaUltd83JeK6y8g8sfvo3Xvx23xXilOi89Ha1qPs/dmAubbPdsJISB2FnL4z6X7qOa9gpqTrSUQ7UMLpXDz04fTjUc6Lqn2XqoWNDO4ea9nO8VRRPX4mHWoZnMzEyUipkMTDGzei1v0PyNsZ2vBraD0nxauUECANu/l/qoxjeI2t/m2AUDXKhIQQKlyjEJxjFPBZQ5AeE5lhn7CBsdjN9cy8Hcv828YMMi+/sMQ8H8v1BdcAo7/mX0RnAvxl4Hve6GgONLi2x9A6kAviRVtpQUMFXYx81GJ1bMOVUlpZqJGctPhSpxchU2XKhEQgBCV1xyvREAoFArFEaUCAQGjoU0+V1UP2YaXV2TnFryvQIxH2g4Dm/w39lQoFIrZjBIRCoVCoVAojh3USsSsQ61EzEzU1LVCoVAoFAqFQqHwhVqJGCWUWFWxrdHgr6LRGKLRex30iaQrNB1s6a7YZ7D+QEV2q+JbKvZ5ur6pIrs16YGKfS7prixxu/Fg5V1rQ935ygx7vDWtm5Rs5dWfKiUUqeyWE2uqLKwFoKbZe3LteKrmVJ5QH26u8PyLVXa+A+TilX3OJ+t9Fn8Yx2CqtiK7+ODCin3GBiu7+Rm9ld2n4fn9PihmIGolYtahms3NTJSI8IHQQPqvljmKxE/ZQIVCoVAoFEcA1Sdi1qHCmWYmKpzJBw0rgwSr/H9lmhgiHHy4Ip/a4H2I9A7/hq6Dsf1OcPzPNgcGkwSGfXStHoc4CrPbCoViBuFUuIJjF0qPSij0VjzK0DRvfTomEqzS0NQ0nEKhOIZRIsIjwbhANwSFEf9LEUZgF67rvycCTgZt8F6k4b+MamD/YwQ6N4DmM8RGSppuuZP4pm2+feoDOeZ+5iH0pP/QnOwjRYZ+UVlIz46/VJMb9n8qSwnJgcqrYSkULwYFj927J7XdUdmAPtCTIby1spCs2ieeJTA45N9Q0wk/+Utw/Dc5FNm9aMkH/PsEQsZWNOF/f4UGdUuDaoF5FiJ1cUQeiiOHlEfmoXh+KBHhkVhTgHSv/x9kQY6A3knRXujbVks+jIwug2CDP0OnSNC6jcKqV/suRB+zdmEMjTC0/kTvRqNXY93VFqkzWnFqvcdmy6LE7nVJfjtP6AR/gic3pLPr7ioe+2Ejxaz3Uzk1HGAkGeDaHyziZ19f5svnxp1xUhmdf//+Up6x/JWD/MvWGlJ5jTu2+OgmPsqdu+K4LvjseQjAlv6gf6NRCi/BPnuOW/mPx84DEfqH/AtP14U//24ufd3+8xYyAwHu+s9WMgP+c25yj9gkf5hDFv19YLshQv1PthC/76Bvn3ZVjHm//B3B3n5/hpqOyA0Tfvzn/ldQgw3o/bcjhp/yZwdIaRAOPorAX36RU5CEqjVq2tRyhEKhODZRd79yiNKMUzih0b3B70x5ESOwF9tpReIjMdRJg5RoQ49gz32PL49a8gB6/y7ceBNOo49a6bZNbOdeGu68j74LzkEGvJ8asUe60JMFjINp+q5c42t/k9/NYXdJohcbhNd699m/K8TD32liYE+Ii7/STlWz90HHn387l81P1QLwT1/xnvSdzWn82/eWIV1Y2pZhWZv3Dtj37ajiip8spSFuc9qiFBesHPKk76SEf7+rmR8/WU9D1OZz53XzpjXeZk070wE+fk8zu4cM3rpimH88ydvMspRw78EIP9pcy9KaAp8+aYCY4W0QejCt83hPhCd7Qrx+SYq1DdNfMzlbsGfYoOAI8o6g4AiKruBlczNlm8o+fCDKA/tiLEoUWFKXZ0miQHXYm8r62O8WUrAFF61Kcp45TCLqTS01JQq8/V+P57hlI7zxgm7WLh/xdBw1DVrnZ/j3953IuZd28co3t1NV4+2crW0rUExr/PE9izjtIz0sfcWw57mByLkBej6cobDNoe7TEQItHsW2JsitqqP+qq0EujMkX7/Ecxx5dt5cAqk0c6/+PQevuJz8HO8N3NzaeRh7HyL8xFXk1r0Lr/FC0mgEQO+5HkePImMrPPuUMoqm9xAOPUo2fyZefxbdUWEWbw5QTEsyfS9Bxf1SReVEzDpUx+qZiRIRZYjUaUTrdfLDLq7PVfZw8El0LUm2sA4/idUidwC99yZksAkC1b58hjb9CS3ZTmHlq0phAbq3WdNwVw8t192CHY9hV/ur1hJ9oofo032kT2tGFF1kyNuMabHdJXO3DTpEX+FvdnfzdQm6NkapmZ/HiHqfnu/vDnH3ja3Ytsap5/USiXoXH9/5bRvt3WF0TfKhNx0gFvHmd1tXmCt+soxsUUcTNl+49ICnQWDBFrz3hnn8ekMpnO3iZSO8YVV5AeFK+OGGWv7lwSaGCzqakLxmSaqsXdYW/HBzLT/aXIOVLM2YG5pkTX2BNy2dPkfmse4wf39fE0/0RgAQSHqzAf7v3OmrgYV0yeNdET5xXxP9udLt6MIFKY5ryNMQmX5Qdtq8DHfvjvPm3y0AIB50uO+9u1jbMv2Msq7BVy7fz4XfWsnVjzaiCcl/vuYA//jyrrLHpTru8Ol37+Fj/72S2x5q5LTjknz1Y9upipUfQK49bZAFy1Pc+ac5PHJXIx/9/FaWrCx/XABWv26Q2z8b596vtjJ80OCkd/R7OoeM+TrGYo3iTpeBr2Wp/7cIesKbkMgeX0/8wU7i93WQX1xN9uQmT3ZOdZxibTVGcpjqZzbT29QAHiclnJp5GIDIJtGGDuIm2jzZoceQWhTcLNgjpQoYHptvujKClAGkjCJEHik9iggb7LyLbgjsXMUVNxQKhWLWokREGXRDEK7VcW2JERMU017DAiS61o8QDoa+h7yPnAhR6EPYQ+DmSz+IesyjSxct2YFwCojsgOdZPIDw/g6ElKDrOBEfqyZFl/CWQaSA/OIa3Lh3MZC9p6TKgqt1wqd4D9XIDursuquKcK3NKe/uI7HQezLmDb+ajwRe/ppOXvWWdoygt+P5+OZqfn9HC2esHeSNF3Rx5glJT3Y9IwHe/JNlHD83w4WrklywcogFdeX3N28L/t/dzRQdwWfO7mFxIs+SugJe9vapnjBFV/Cv6/tKs/uu4IK28oPVSEDyTnOI4+rzPNkT5oneMPUhhzcuKZ9kv745x4Ov38/Ne+P8eEsND3VFuNDDSo0Q8I5VQ7xyUYpP39/EVVtqSRc1nugOc/HC6e2FgH89p4e22gLvu750XD95eyu3v2NP2QF2POTyxw9u55z/XUXnUJB7tlfz+hMHaPNwbM48Icll53Zz8/2NjGR0cgXNk4gQAl7/7n18419XIQQEQ94HnvNOyVDTlqcwohNJOL6iFCPnGki3iDAEWrV3w+zqOrJr6gntGsJujHh3CAwft4pgXz9SE54FBICbWEDuxLcQ2nQ9bqzeu0MhcFrejJZ8GOHmkB4FBIDttOK4dYSDTyClv8/Zu6VA3ZIggbBGIaVWImYLKn9h9qHyF2YmSkSUQTNKN5uhA7YPAQFQRAgHx02QL56In+w7UexFigBO69sh5D0UQKT7EE6ewqKzKay+3Fc+ROTAQfKN9Rx8y+twqjyKFiC8fRCAnn9YS+5477kbUkoy9xepuiJI1RVBhI+b+raba1l87ginfqiHcI33gVjHvgjShf/44dM0zfEemua4sKcjwnX/8wzzy8xyTySd13ngE5up8hhmM0YoIPmvC7t82YxxSnOOU5or6x+RCLucPy/D+fMyvm0DGly+OMXli1PsHQ5QH/Y+qGqIOPz0wk7esWqI1pjN8oR3Yfh3a5PMrSoiETTHip5P+9aaItd9cDvPtkfZ3hMhlfcuZD/+9n2sXT7Cvs4I//79ZfzgX72FxS1bM8L7PrWDdCrAN/5lNZ/82iZa52fL2gkNzvtsJ5ohueXjbVTPKTDvFG/HKPryALFLDPr+LcPIbwtUv9VbXoaMGvR+5Dji93VQ//OtdP3bKZSNMRtl8OxT0VMZ2n70S4ZPOp5Ck7d7g1szF7dmLnrvdoI77qKw+jWe7Er7uwRXC6J3XoNbcxpo3iY0pIwjZQwpIwT0g9jOPM8+3SKke2ziLQEVzjSbUNmgsw4lImYmSkSUQTcE6R6bjM+kak1kcN0oufx6wGdCZKEfp+XNyMhCX2b6UDvFhWdQOO51/hKqpQTXpePtb8CN+puJMzrSdP3LyRTn+0sydroltVeGCZ/o/xRsOz1F/VL/lZyaWnO895M7fdvpGrzpwsqa9C0qkxPwUmVhdWWlfs+pQLwAvHyx9/yU8ayZk2V1a9Zv/QGqog6XndsLQCbnb0Ry0pml3JTqmiJ1jd7Pj4blpdee+9lOujdGPIsIvaa0f3WfiND7yQyxiwz0em/7LEM6I+fPJ/ZYN9V/OcDwxQu87awQOFUxBk8/hYY77uHg217v655UWHEJ0Xu+TnHxOciI90IEMjwfGWxEG34St/Y0z3YgKNqLMQK7sJ25+Jn0yQ661CwQGFFBMaNGOgqF4thhVogI0zQXAnsAa8KmsyzLqqzIt0fsvGTkoP8BkRBFsoVTkfivxuLWnomMrfRvF2/GnnOC74pMwrbpet2rkCH/VXxGXj6vNAXtk0CL5j3JcwKVCAjAc+iS4tjCr4CYSNTnKtMYa08brMhu/qlp5p/qXzQFWjSafxhDi/r8wJqg732rKwoBSa4/Ea1QLPWO8BHWJGMNFBeegTbcgeNDRAC4iXPRBu4GXyICbGcOwcAWNJHElT7KakvI9DrEmnSSe1WfnNmACmeafaiViJnJrBARY1iW5b3kxgvEyEEbT4HoE3DcBiotIC7j/gUElEIBKvJnPI9eCRUICIVCcXTwLSBGsZujlTkMBBg494yKTP2EMo1HRhbjzPW4YvIcNLKFs5HSR07YKKluGy2gBqYKheLYYlaJiKNCxepX/aAoFArFi44QVPrT5jexegy3+LeSr4pZgCrxOuuQUh2zmcisEhGmaV4NnAjkgG9ZlnX1Ud4lhUKhUCgUswipRMSsQ0n0mclsEREp4GfAdyzLesY0zbOAO0zT3GdZ1n0vhAOjZmHFtlqt9wpK45EJf/0YxpNsKl92czLy9f470I6xKL6/Iru1xvaKfS7NVxY3vqTbf3ffMVr2VhaiFbC8NYGbjOKeymzz3eUr+0zpM+2z8ckLgBGrLHQu1FzZDDFAaJH/DuEALQV/PVpeCHJzKzvfAQZClV1nnfHK7l8Ae+p9lGEdR7KpMjuAaLe/Ig5jVHqfhuf3+6BQKBQvVWaFiBhNnn7vuL8fME3zRuA1wAsiIhQKhUKhULz0kSqVb9ahEqtnJrPiUjJNs840zaUTntaAF3EqVVLbMgzC/5msyx50WVmJUD29u9Qa1SeiWEA4FX496mpVKBRHg0rvPfJ59GiQ3nuSjEcIidBUp2qFQnHsMitWIoDTgZ+Zprnesqx9pmmuAS4BXvFi7UAoXiAcL0CX/1jKsHwGW8zFodmXnSgOEdv9Q0ZW/j+kj+7TADXWY4QGu+g++w2+7JAS8yf3sv/SE8i21Poy1boKGI+kyF/uvTv3GENbDaLzbYy4/0FEIacRrLDMpkLxUsYteu65dhiiv4is928c6UpSqIniRPyXjK7e+TTDS0/0XXdXy/Wg57so1p7o22dYPkue1UjhrwKV0CS1rSMMtFcWLqc4ehyNlQjTNF8GfA2oAWzgx5Zlfcs0zXsAExgf0/o/lmX92DRNbdTmstHnNwPvHSttb5rmO4DPAgbQD3zUsqzHR7etA74DNFCacP2KZVm/HN3WAPwUWAO4wI3AJy3LmrE/pGpuc2YyK1YiLMu6BfgycLtpmtuAXwHvtyzr0RdrH6LVOTJD/kv/CZnDoIMCi33bBgcep1i9Bhnw3kEaANehdtsjDC872bfPmu1dBJNpso3+48FDf+yHvP97UHFEsPnLCTL7/QklKWHXUzVc9ZnVSB9ui7bAdeFPt7fw7FZ/n3MwHUBKeGKf/3yWA6kwUlZ2MzyQ83/ujeGqm+8LhvM8fmI7usMVHXvXgQ1/bajIduDJEH2P+u9VAxD+dR/awQpm6V3J0qsfRBT9rw5EunaT2HS/bzsZiBE5cC1azn+Xd4FNTN7j+8KUriBWmyNSU1l3eMXRQ+riiDymwjTNKHAD8KXRUvWvAP7NNM2LR1/yWcuyVox7/Hj0+Q8D5wBrgWVAB/D90fc8Hvg28BrLspYC/wtcZ5pm0DTNEPAn4Juj2y4Fvm2a5nGj7/sD4CCwFDhh1MeVL8BXe8SQUhyRh+L5MStEBIBlWd8ad4GdYFnWtS+ed0mkOk9m2P9AzmA3RVqRwmdiqHQxBh6lUOevYRKuS+yAhRsMk21e6MNOouWLtN6zla6XrSi1afaI1l1A25sjsDFD/tU+mjQBA0+F2POrKupOzlOzynv4VXZE5+E/tXLTdxdz7lsPIHycyQ8+UcePr13A9X9ppaXR3wDgv++Yz0evXcqXbl1AwfZ+A8rZGm+96wTefOeJ/GK7v34e7bkwFz5+Jj86sNCXHcCuXJQP7l5DzvV/qffZBveO+Due4znS4iXj6OQr+FwA93Um2Jb0Kc6BoiP43I0L2NblP9G7f9Dg898y6R3wN0Ov6bDzqVpu/u4i7IK/H72q5UU2fzVB5x3+91cmAsS+0o7W6U9I5BuqqN7Ty+LfPgKuP9Vlx2qof+pOYvu3+LKTgRjCLRDd+zNw/F3TEgODDsI8489u9PyumzOMbjyPcCrFsUAbUAvcDmBZVhfwLKWVgOl4B/BDy7LSlmVJ4BvAa03TjAFvB26xLGvH6Hv+llJt+XOB80efu3b0/zuBW4C3mKZZBVwO/K9lWdKyrDTww9H3Uyh8MWtExNEiELKJ/H/23jtMkqs81H8rde7pnhx3dnY2nM27CquECEKAhIg2vsYYg80F29jm4muuMTb+XdvAdeJyjQ022AYbTDAYCzBJiCCSUE6rzbVpdnIOPZ27K/z+6B4xLJK2Tu3Mpqn3efrRaqq//qr7VJ063/lSQxnHUrHKcjvlhjtA2D1JRdksJacVhghPfhtwsRMbpWSbH/8OjYfuZWHrDVIhAaHFAls/9gPCszlmru6T0hn6Xob4B8ao3twAEp1AXRuOfiDNxHditNxYktoIPP5II9/7dC/hmE1jh1wH62/+sI1v/rCdHVsWiUe9P/zNiShffbKZ75uNvGzXLIbm/YTf+/gmDs8nuW+ika3pnGe58XKY2x+9iYFinA+e2eh50ey68Mnpbm4+fCNfmOvi0zPeDZcnCkneNrSVPUdu5G+nvDXtytoad2Va+L8TfbzpzA72Hb2e72e9hbV9P9PEW0/v5O1ntvMHg4I/Hd7MbPXcYTSG4vDrh/byvIdu5p3HdvCfE10MFr0tlrc35vi5b13DS76xj08d7yZb9VbNK2K47FmX5zX/uIN3fWkDo/PeDYJdIsvsfIi3v2cX3/mxnGdh6w1zPPm9Nv7tj7eTmfGuM9zkEOuyOf4PaQb/My6l094QRl2wa4bEhHdDwgnplFMxmg6Psv6rT0jt8FvxFAouHfd+kdDcuPeTVTRcLYpWniY2/Dkpna5S+z3D7kE0d9q7ThRcpxbWlGzJExShvHxw1dV5PQsngePA6wGEEP3ALuCe+vHXCSEeEkIcF0J8RAix5CLfWpdb4hS1dduWpzkGcALYUT924qxjx+vHlhYkp57m2CWLu0qvgPMjMCLOQShapXldBtdVCMfkduSi7qPoTGK4Y8jE2yiVBSKT30JxquiLcjtysYkBojMjJAcOoFS9n29kOkt8dB4jV6J5/6CUTu1MGTVjox0vgu39tsyeNLDyKijgVBWpMOhjD9QWqI0dJZLN3r/n6aEY5ukkDYkqz7lmjkTcuxHxwXt6cFF4+a5Zbt8x5/l87xlt5h+PrGdTQ5537T3FhqS3sqxT5RAvffQm5qohbm+Z5A1dw8xUzr2AzNoa7xjcxt+Mb2BdqMju2CKax+nyvlyaj06v44lCA5arkLO9La4Tqk1aq3K0FOeuTAuDlSizlrd4+ltSc7yicZKvz7fxT1Pr+dJcB436ub1Shury8Z1P0Bqq8OGhjbzhwLV8Y9pbGc+WSJW/v/kwj06n+Z/3b+d37t1B0fI2Hb5qzwwbW4t87UALv/GZLQzPeQsXUhS4/flTFEsan/jPXh56Mu1JDmDT1QvoIYfxkwkevasdR2LjO72rZmQvHAhTnvZe+tjui+AqgAXKnFxxh1JrEitsUG6Ko0qENVXjKSoNLZSau7CjcqVcq8mtOFqcUtuLkFkeOMQpswmLHmylVUrnwmQC11HIzsYIGowGPBOmaVrArwH/VwgxQ22B//emaT4B3A18EXgOcAOwHfjbumgcKC77HAco1//+U8fqFD0eq5yV/7B0LCBAisslsfqioSjuU4vFclEuyVChtritKH3IxNuodm2n2o71YjVsl9Kp5xewjTBT178c1/C+YxmZrvWdGLt1BzP7JPI3XBftTBm7L0z+Xd0Q975IWTgYQos47Hj3PI17vBsC5YLGwIEUN/+3UZ732hFUiZYQ3/xhGzfsneOtrz9DusH7wujhgSSOo3Dnbx5me2fBs1y+qnL/RCN3vfQRrm9bkDKURstR7tz7MBtjeSm5pGbzwb6j3gWW8ZzEAs9JLABQdFROlGI47rkbvCoK3JTIcFMiw2glzL/NdvHChjnPel/WOM21ifv57YGdXJ9Y8NxQNqS6/PueR/mFJ65jsBilO+y9b8at3bO8dfsgXx7o4OhCAl31tvDUVPi9F43wvm/0kSnq5Cve7+1bbpzh2/e2srBoSDXNDUUddtw8w+JsmGpZlbrmG/eWCTU5jH87ipHyvqB3Og0Kb+8k+u/TKJK5TkMv30vaHCd5eroWHumRUlsvw3f8On1f/BvUahk76j33qLjul4mMf43Q/KOUYus8y1Xpx1LaSbn/WavUpHifN3OzcUJRi1hDmexM8Di9XLjQidVCiE7ga8DrTdO8u57YfJcQYsE0zb9a9tY5IcRfUcv7hFqPrOiyz9GAcP3vP3WsTrz+d+VZjuWAsBBCXWZILB27ZAkSqy9NglnvHChKLax3diQFkkk4ClWK7MFSvD/QABQrjx1qpdD7y1LGh2JbaOUiY7f+CtV0m5TOyEyWqes3MvZCOaNFnaritBrSBgRAflhnz5/Pktwkt8s5dDjJq//nSbbeKNeYy7IVrtm1wPV75BbzABtaivzzG+SbecUNh/99zUlpOYCrGvw3r1sJoqrD7pj8c6U7VObdnQPScu1GhTs3P+7Zg7FEWHX4wt6HeXwxzXMavRsuAH9y9Ule1jvN+kQRw6MRAfCCLRnakic4NR3FkZgX4lGbP3m7yehElM9+pYdrdy2gerzFb/+NM5SLGv/8u7vZeuMcfTu9NZxsvr5M8/VlFk2Dof9MsOFXPI6pqmBdm6BUdoj85yy5PfFzW5N1Su0pptIxOn9wjOj4AsXOtCc5J1Rb92T795A69hAz193h7VwBVJ1K8w3ET/49pc6Xey9LpSi4JLDcNkKcocIW7zqBQiZMqi1PdibYyA14Rp4DZEzTvBtqva+EEF8DbhNC3AscWLagX16+/jC1yk0/rP+/oFbZyVx2rHZACIVaGNMBamu73z/rHLbVjx0HbGpJ1cfPOhYQIEUQznQOFMUlM5GUzofAdbBpoqRcK6/UqVLoexNocsmQen6R6X0vpdAtl4MBUGxPMfhK+dKKVF3y7+rGTch3iO5/Y1bagADYePWCtAEBoGsuN+yVNyAAWpPy5xkgj6JAiyHf3ySqOdIGBEBEd3hOxzw9CblkXEWBHV0FXrlnVsozBdDSWGXPtkX+8p1HPBsQAEbYJZG2+OU/PUb3Zu/GnaLUXpvesogWld/Oq96YxI2p0pWanLDB5I2baL//7NDsc7Ow9XoaTj6BUpXLd3IinTjhNozMQWmdFWUTIVf+XEu5MHrIRgsFc8TlwkXIiTgCdNfLri5Va3oxsB+4C/iN+t+jwNuBL9XlPgm8TQiRqhsJfwR83jTNIjVvxR3LKi69hZo34UfA9wFLCPGm+ufuAV4CfKaeSH0n8G4hhCKESFOrAvWJ8/tVV5elyoYr/Qo4PwJPxDkoF0JUin5+Joe8couUJ2GJSuvzcHX5EqJWvIHM1uul5QCmr+uXNyAAp8df+UiAcLO/epkyoRwBAZcqms/ruKNfzmhZItpp0/uavLygqpD/4x5f88PE88S53/Q0VNNtTDzvv/m62cvtt+Eq8nIVNmAwQj1b2rugq1BYiGCELexK8Ei9HPBZ1M03pmkeEUK8GfiXevlVhVpS9V9QMxj+TgjxDmo9G+4B3lUX/RjQDzxal3kU+M1ln/lbwOeFECFgHHhVPf8CIcSrgI8IId4NlKj1l1jyPPwO8HFqCd828HlqBsslS1CO9dIkmPHOQUUyD+IpFB0HucTAJfwYEACudh7D6Wd7PiAgYG3gc35wwj7nT6DQIxdWtITV4D0H46dQQuSVW32Jzo/L99UJWFuYpvlZ4LNPc+hx4LnPIOMCf1h/Pd3xzwGfe4Zj+4GbnuHYPPCac550QMA5CIyIgICAgICAgDXDxehYHXB+BKFHlyaBEREQEBAQEBAQEBBQRwhxK7VwsxSgAR8xTfODQogz1PKJl8eVvsM0zbvqOS3/CNxMrc70fcBb6zksCCH+gFruigoMAb9umuap+rHbgb+mVikrD7xrKRFfCLGRWmjbemrhZx83TfP9q/j1PXPFGRG37Xi1L7nUjl/1rVNJtfiSK6f8b4fk0wu+5MKJWd86N4Tl+kc8JedM+dbZu+BPrnXMf+KEbvqrilQ6OONb58Jpb5V2ziYzJ5+EvESpfOG3diJhf2ExqUnvpVvPJp3z9xvJ96f/Ca2hlC+53ri/PCGA6VZ/95nf+xpgLNHrS87v/AVQSfn7bcM+52kAvaHHl5zf5xHA41P3nPtNAb640DkRAefPhXxaCSE6gK9QyzG5p76I3y+EeLD+ljeapvmDpxF9H9BErUqWSy3f5T3AHwghXg68DbjWNM0pIcS7qIWiXSeEaAe+ALzUNM37hBA3AncLITabpjlFLWfli6Zp/lW9PPDjQohDpmnetVq/gVfW3K0Ub4qhSHRVXkJRbFTVZ/UNV6IzVEBAQEDAZYLPpU2QgnZRuQjVmQLOkwtcnckG3mCa5j0AdW/BEWD3OU7zjcCHTNOs1hPcPwz8yrJjn64bBdSPXSWE2EItP+WgaZr31fU9ABwCXi2E2A7sAT5UPzYDfHrZ515U1tZlr8DGm/rQDfld6nhyjuY2fzt2zaV/w7DHpOVC2QGaTn7al87O/Y8Sn5qQllMrNi2PjPsKQHRnXdyqv4dqEO8YEHBp4Tr+b0q17G/DJZRd9K0zlPM3Pxv2MIrrz9OVaPDn2U00x4k1xnzJBgQErC6maU6bpvnlpf+veyJ2UgtPAvg9IcSjQoijQoi/EEKEhBBNQCs/6b1B/d+dQohGat6Jp46ZplkARoAdZx9bJrt0bLT+/rOPXXTWlBERS0WxyhbVkvwDLhrNUirKV+BQnUU0d4GqKtf8DSA6fxDHkK/UpNg2PY8/jB2SL7/aeGia1ofHfFVjqX7MxrlPfuFRnNP5zru24PhYdxx6spHjx/xVRhmckQ9Ysc+jtnTBvuKiBwMkOI81OYsZf1WOrJLK3Cm5fjNLOA+4uFl/J73+qyd93Sjp4TM0nzR96Uyf+RJqVb6EreZmSVZ+4EtnQ2qKcNiHTkOjZ3enL50B54+jrs4rYPW4WH0ihBA91LqNv980zUPUemx8GthHrffGq6hVz1rqNrl8R2Lp3/H66+zdiuJ5HrvorKnLPtESJzfjo046LpFYjlJBfkEfdgaoqL2gyC8go/OHKDbulJZLjQxRTiYppRulZVsenWDmWrmHm+u6OOMu7hkX9QY546NaVDn+zVaaNhVQJX6iYkFjeirMl76wHseR0/n4QJIfm2n+4N83UyjL3QL/eqyPvz+8kc+flI+R/rOxfXx5foP0YtJ14avljVg+62QvuCFfclcyJUfzbQw+OZvC9iGbLWrc+VCbL72PPNTCgSfk72ct7PDwR3rJTfi4BipQ/Qcb18eXTZmztD0wKi3nahr9P7qHUE4+R0izcqQHvygtBzYx+wCGPSQtqagOTa1DyIY1abpKvDFGU6/8mAYEBFwYhBBXAw8A/2aa5nsATNP8fdM07zRN0zVNc5haWNIrqTX6A1i+a7O00M/VX2fv6MTP89hFZ20ZEc1xcrOyjZpcjFAR11WoViV3rl2LkD1ARdsgJaZWc+jFCdRqjnKiX0o2NjNF8+njzPbL1VjXsxWaH5sgeSbD3G45r4nzXQf7Thv1JhUlIrfQvf9v+jh9TzPi5dNSi6vhoTh/+/6dRGMWXd1yY/qDo438n//q57qNi1gSBkjVUbjzdA+fPrGevKVLyT5ZaObuTC9/NrqPH2S7pc73Y6XdvCN3Cx8vnSsc86exXIW/rFzDn1Wul1645lydT1X7mXTlvTVlV+WUk/C80M67OtNu1NdO/bcr67m/2oUtaWDZrsI7hm/iibx8su1kMcxv33sVEwU5T18qZvPDY4186FvrsCXzp7u6C3zqXzZJGxKKAkbU5kd/1U8pI7mRkQb3iIv9Oflkbzuqs/4rJ4iNyhkDjqajV8ps+v63fHky4rOPE507ICWjUPt+qcq3wJVzh6qKQzhSJJmalpOrh9R2bW9H1dfUY/iSwFXdVXkFrB6uq6zK65moGxB3Af/TNM2/rv8tIoQ4+0GsAtV6741xYHmHzW3AsGmaC8Dh5ceEEEmgGzh49rFlsgfqx3rqXc7PPnbRWTOzV/uWVuLNMUqLJamktlg8Q2PzGJVSDF2vSOlMV75O2D5T654q8XAyCqO0Hv0odriJUO6MlM71D/2YlhMmkWwGrVL2rjNfYdPnjuAYKk0H5Kq8OEMuziMu7hEHd8b7RGqVVKYOJbGKGuY3WqV0Dg/GKRZ0FhdC5LLeF0euC48N1MKfQrpDPOw96f3e8RbmKyFaI2V2NWXQPT40XBc+OFGbd25JjtIX8h73/WC1k78uXI+Bw5idoOIxey/rGvx2+QV82trGvXYXU663kJacq/Ph6lbuKL2Iv7V2cJ/t3aB8yG7htaXncVPpDt5eud7z5BLG5l+q29lbfB0vLr6az1S9dzm+Tp/gD3LP54b51/On+edwzGryJBfXLK6LT/GrA7fy9sGbOVnyHhL3/M4ZTi0m+OXvXcd3RuQM7ms3LPLNJ1v5kzs3kpfwgq1bn8dxVF+GRKKjQn4yzI/fvwGr5F2nkq5NlPa3HewfyRkSVkRHtV02fNFElQgfdeptvKPzczSeOS2l0613mQ4vnpArZuE6OIRxlBiGMyml07aNWliEoyLjjVAUhUKmyOJUDiMchDleaIJwpssPd5VeT4cQIgL8J/A7pmkud28mgAeEEC+tv68R+HVqVZig1vX7nfUciTDw+8Anlh371Xp4FNRCoO6rJ21/CdheLyuLEOIlwCbgv+pdxh+h3sVcCNELvGHZ515U1sxl39idQg/pdG5rl/I8u0Asvkg0nkFV5aosaW4GlTIhe1QunMl10asZ9NI0djgtpVOxbFTHphxPSuVEaKXad7MjmrQngoX6Z/y8htLi3UJbCrHo2LvI1W8akUrDGBpMEI9X+a3fPUpXj/ekyIHpKHM5g1+/ZYS3vWQYTeIO+OpgJy/onOKzL3yI69rmPcv9KNuJi8Kn+r/L366/j/6It93ZjBPirnI/f5e4h8eaPsV7E/cRUrwt5kwnza8YJl+JfI0fRL9Eu+rtN0ooFm/WT/Cx8P38pfEY21Tv5W6v12b4ePh+3qYfY58643k8dcXlD0OP8cfGo8y7YdKKd+M3rZb5aPI7ZNwwny9tpV31Hq74C42n6TFy/CDbzXtG9zFrebtfwprD7esmyFUNPnqkH3PBe5jjvv6aAWmOxXnijHfDJZGwaGou4TgqU5NRbImpKNlZxohbNHSXqBYljIhGUPoUSIG6V87Tk93YSK4nycTNPTgR73NfJZ5g8IbnUo1Gmd+wUUrnXP/rqMS6KKW3g+K9eEZZ62cxdBugUNXkvIQTo5uxquG6l9r7bzRzepbpkzPoIY1yXm5zKiAgYNX5OaAP+HMhxLGlF7USra8C3ieEMIH7ga8DH6zLvQcYpFbJ6RBwDPhzANM0vw18ALhHCHECuAp4ff3YDLUKTR+oH/sL4NWmac7VP/d1wE1CiJPAt4D3mab5/VX8/p5ZM1sgtuXgOi6jh8al5Nz69kI200qlIldNw0XFIcpi6BYpOaVu5Sz0vhI73Cwlq9oW2bYORq++TkpOK1ZxNIUTb9iJHZW7LNx5F+2VKtp1cjZpdiJM48YCN/7uoFQ+BMD8bFjagAA4OJzgj189wM1iQUpusaJza/c0L+8dl845Xx/O8skN35OWS6kV3pu479xvfBqu1eTCK5YTU2yEsohQ5SvlJBWLNxknfcX9v9Y4wQ51lp3a3LnfvIxd+gzvjd9Hk1qkUZXwvqkOb2s/yL9Mb+MNLSbNunfZV/aNc3IxwVAuRm/Cezid6Mpzx95pHj6VQpMMf3j5q4c5bjawMB9Ckygwt+6medp2Zbn/b/q45i0j3gUbwPhjjer7LJzjLtq13i/gkds2UG6M0PLoBLNXd3iWy7d1UGhupfvxh4kszEvldVWS/RQbdxKZP0wpvc2znKOmKCthUpVvoLhlXMX75ovj6JSKSSLRLOWSd2PSdV1ys3m6d3d5lglYOQKvweXHhazgaJrm56j1cHgmrn0GuTK1ZnLP9Lkf5CcGx9nH7qFmWDzdsUHgxc9yPheNNXMr2VWH6YFZSlnvCwUA11WxLZ2FOT+VNDQWQy/EVeRL+ZUaNpNvu1FazlVVTr7wdlyZVQagFy2GXrGZQo98pSOlX0H7eR+Xkgs3v3MAPSIXKlGpKPzSG05JGxAAL9o5K21AADSELF6xXt6AAOgL53zJXc74/b6yBsQSvxQ5xosM+RKft6eG+GDvfbwkJbG4Brakcvz19Qf53K0PEdW9X7+aCr/z4mHe+fIztDbI7UDvvWaO2+4YZXIiim17/4GTnRVathRo6Coz/EDas5yiKihhBe2FKvY9knkRisLc7jaSAwsYGck5V9OY27CR5lNnVzw8N8X0TqILh6RXHK4Soaq2E7Llr6Fi3YiQpVKo4lRtoqnzaWsYEBAQcPFYM56ISqHMxDG5eFeoGRFzs904jvxPVdb6KWnypXwdLcxc/y+BIr8wH7r+Ob6qMuXWpyg3+XuY6b+soajyq8aeGzK+FpuhkOvLgACIh/13BA64tPFxCaIq0Bv2V+QiFfLXC0FTYU+vT53pKr/ze0d9yd7w9kHCDfLnrN6kQlh+G9CO6ozfsh4jV6GakktCn+3fQsuJY9I6q/EecF2M4gTVmNzGT1nbQNgZoIxcUYpSIUFL2xkUxcGV7DiWmy2QaI5TzJSk5ALODydIgr7sCHpJXZqsGSNi4tgUdlV+AVmthKmU/dVZz+vX+dqSrSQ2+N7KzXbKlx4FKDf7+46AdEWmp+TW2O58QMDFJJL2Z/QoEQXtOf5u1tGXyFWmW2Kht4+F9T5kFZWJ3e/C1eW9v0VtDwpyeW8AjmMwO7Ue2TKvALODcyjBRHjBCcKZLj8CI+LSZM0YEVZF/uEA4Lry3a2fwocnoSYXPFQCAgLWMOcxB/oxIAAcNelbZz7nrSrY2fjrWxQQEBBwabBmjIiAgICAgICAgCCc6fIj8ERcmlxxRoQelSxPWkeNyzedeoq4v52vctKfdwSgEpdP5ANoCvtLXAXo1uT6RyzRWvYf79u84M8TFJ6US+ZcTnXAe1nT5Syc9jcmAJPj/so8Tsz7v4YkawysCEm50Pin6CifzxPE37g0JwzfGsNt/vKLmlv962xN+7vPusP+7muABp/zyZzP+Qv8z5thn/M0+H8++H0eBQQEBFwOXHFGREBAQEBAQEDAMxHkRFx+uDJdggMuGGvqVorENTbtk69cBNDYMEg0Ir/rprgl0qXv+fLFxRbPEC742yVMzM378/85gc8wICDgIuG6vuMWFNtn0zbXRXX8VcsydO89Qs4mlgr28AICAi5v1pQREU0ZqJo/azYZm3iqCZwMIXuCWPWYr0TBlpEfEFs8Iy0XWcxx451f9/Uw7v7mBB3fkzdcXAcW/iGB46Py6txQjKlT3hs1LSebDx7EAVc+5xMPXC35m+adrIKT8zdfNhzzF64UKpboOHXGl2zL6I9QLfmQLoUy6fIPfelMJUcIGfLfVdUU1u2Q78kTsDI4yuq8rmSEEH/3DH9PCiGerTHbirC0v7DSr7XKSo3nmlqBRZM6xWzVh6RDKJSnXJGv3hG2xyhrPrqSui6xxUEm179UWrRpfIL5zjZQ5RcPDSdyjN7uvcPsEtXTOtawhuIjFPzId7tIdxVo2+h9N9BxoFzReO8/7OZ///YBGhLey1dOF0KcnEswXQjzyi1yHczvy3URU6vsjM5gKHIz0BgNdLLoyynrQuDMvUSouor02C8xvBhlXYO8pT0xE6FU1tjQI1/N5+A3eth5xyihqFwugVNQyH89SurN8jqbH58HXBa3yi2U9UqFrfc9zNT6dTiG3OMpUpikdeT7TPbJzZmakyNZeYzF8I1YqlyVJUMr0ZI+zdj0Him5cEyjoSVMsjlEdtanByXAN0FitXeEEGmgCfgNIcTf8rOPou3Az636iQRDtiKs9HiuKU9ErMGguChfKz1kFHBsHdsJycvaY1Q0+W7XRnkB1bEox1rlBF2XxrFJ5jvbpcTUioOet4hOlsj1x6VkrXGV8pMGod1VaYfLyftaGXmykfXXzErJHT6Z5rNf28CGnhzJuNyY/vuhdXzsiQ0ULY1C1XvituvCP07v5k/HbuLbmT6pyK9JErxbeQWfVvYh263kiNbFF8L7sH2YEUNao++593KYs0vovs9zP92+ftPJapwvz2/ypfPrJzp5cjIlLRcJOXzii5t8ed6KWYOHP+ej54ILpfvDlA/KJ3urVYfeL4+hSPbm0StVork8/fsPSuvUqnlaRn+EUV6Qk3NzKDikS9+X1qlrZRKxacKhRSm5ULQ273QJfx7YgIALyOsBEwgBJ4ETZ72+Ctx70c4uQJYVHc81Y0ToIbXuiZBbcBp6gUhokXJV3gsRsU4RtsepaF21eB+PRLNDNI/fRyG5DlUyznfLg4/SMjJKKR5Dq3j3uoRny4iPnqKSNogPycX5Fr4TofDdCM6cij3r/ZJyXXjgU5uwqyon7m2Xci1m8zoHzEZODSU4cUZubCZyEeZLIY7OJAlp3sdlyoqxYEfQcGgxilIdku+nn5wS5hCdzOLdSHOBz0Zu4IuRfRyV9GiNqin+MPUa/iuyV0rOAe4zevj72D4puSI6h/UW7jN6GFLldqDvD/Xz3fBWplS5RZWDwl/H7uCQD2/fOA38pfJissiVjOoycnxhfgtfmJPrbAzQEi3z/vu3MJiRqxQUj1ksZEN86r/6cSStUM1wGHiolYFHmuUE6yx+KiYdpqhYLpG5Cp2SoZF6pTbf9T9+gEhWLk9BtwqojkX7mbvl5JxaOFK8epCQLeeZ1PVa+FRzakBKLhSrGRHRpE6iyX9FrgB/OOrqvK5ETNP8B6AVsIAXPs3rOkA+ZEKSIJxpZVjp8Vwz4Uyb9jUSjmu0ro9RyGQ8XzwhI09b81FsO0wyNkG24D3UJ136AYYzS2PpO0zE34hXm01xbFpHfoirqCTnjpJpu8qzzsR8hthijt5DxxjdutmznGOoROtlUV3ZvBEFqCigu2jN3lc4jlXToxkOm583KeXFyBdrl+5tN4+zZYNcTPJkPkJfKs8f3HgcXcKtfazUiKHYvLvjIa6Nyy2O7lM28GL3GG9yHyIk0RX3Yb0fFZf35r7EVnvCs1xWCXNn7BpeUXyS7Zbcwuio3sIZLU3SreDgfachgkVeCXFnZBu/VDpMr+N9d/aayiD/O/Vq/j7xQj459wnSrrdVa4wqu61h3pt4Nc+vHOM3iz9A9+jruZEBPsH1vFN5Fb/vfo9NzHiSUxXYEpnn03PbsVyV1zUd83ztdiRKFCyd9927lb++9RDNUW+bBCHDwdBtzIEUd/2wm5ffMupNIaDptWv80f/oo21jlniTx42J+s/olhRK94eJ3eq9JrBiuziaQmi+ilq2ccLePH5GpUIu3UAlGiGazVFKejcqi/FuwoVJsk3bwLVB8abTUQxyxk5cQtiKjBfWZWZhEx3NR5iaE8gEHebnq4yfzKEokJvzE2IbEHDhME1zQQix1zTNoxf7XALOn5UczzVjRNiWg6IolIu2lPVpWRFUxcXBIVeUCy2yldoDMBu6GhTvP7Vl1B5kxXgXmVa5WNtqqBZydfS5N0glcztGbak4s6+R3Aa5cCYUUBIODb8s58GwrZrOfb80QLJFrmlBvqCzc/M8L3qO3AK5ZKmoissf33yMmCEXI36mnOJPOh9kb2xaSm6GOC93D/MCTkrJAXQ587w3/2XpoJukW+Z3c9+T1geww5phh+VtQb0cBbiuOsY11XGqkk7OMDZ/svg19hu9ng2IJV5cOcxDxkausgY9GxAAaUrsYILDdDBPVErn1sgcjxfaeTDfyY2JMTaEvRlM7YkyquKiKi6jixHPRgRAd0eRkfEYfT05HBfPnrBEc4nO7Qu09meJprwvWJUINLw5R/Y/YkRvkbs/h36um3VfGyO7Me7ZgACY6emmckuEnT+4j/kuudys0c2vIVycxFENzwYEQNHYCiikyvdiS3nQFLL5TpoaBjH0IpbtPSGskKnWNrV6/feuCPCP4zOnaY1zWgjx28Bu4GcuXNM037iayoMRW3FWZDyvUAfcz1Ip2FgVh6nTckmCll0LdZjNbMB15Rqf2WqCitpK3tgtJ1c3IiY2vBwUuSGyQgajWzay0CHX5MjRFayoxsgd8vkbKJB8XQG1Qe42t6sq66+Zof8G+QVrNGzzK68ckAopAlgs6/x/Nx+jJSafzPjK9ClpAwKgmbwvAwJgnTN/2SVUa7hEJLwtSyTcCjdX5H8nA4c/zH+Dm6qnpGVf5R7go+4X2MewlJyIzPG6xmP8UtMxzwYEQFeiyHuedwTHVehLyxndv/GLJ9gt5pmYjkpd91tvnWD7i8cYfLwZVfN+j2pNDpEbK6gRl+ppuf2mcmuYxc0JGk7IhSTZIYNMWwvRxRyhomwMlUohuZ5YdlBODqhoXYTsiZoHQ5JSJUk4JF+hqbhoEW1YM/t4lxS2ujqvK5xPAP8PuApY9zSvVSUIZ1pxVmQ818wMVi7aTJ7OY1uSC13HoFKNsZjrltZpKwnmI7dKGwK2HiXTvJN8eqO0znI8xumr5YwWANdQGXlZB1ZC/pII76kQ2iGfsK7pDte/fsBP9VteeOMEhi4/A7TFK4C/aiiNur8Wz5ebEXA5EsVfSMhexnzJXRWd5mofBmUiZLOzbZF/vOMJqVA6gETM4vbnjUlfT4oCHWKR5t4cVkVFD3n31igKhPZUsQY1Qpvk7vHspgQd35+uPallvKK6TqathcbxSSb7+6R0FpK9NE88KCUDYKtJHCWK4cxQ1eSKUpQrCV9GRDlvoYdUNEPBrq7t1UzAZcFLgetM05SvehBwKbIi47lmjIhCpkp+3s9CQ2FybiuuD6dNwRBUVbkHUk2lyvjGV8nLAYO7tmOH5BP1HENhZp9cecMlwjvlDQiAUEx+128JPwZEQMBK4cfwXY6sAbFER4t8HwQAVXN5zpvkPTUAyV8qyO6DAFDsiHDiLT6qQgEn9+2lFJcMqwQKDX1Ec97zRX5K1tiGKhlKB1CuJon5aETqulDKWUSTepAXcYG5UpOgV5kycNFyIta412A1WJHxXDO30uJ0RdoLsUSx5G9xXdU6fK82quG0Lzk/BgRQO0/Z2KCAgIArHj8GRE1QodgV9TUHzq7rJt+UlpazwikmN9whLQcwF72Dst4nLVcsNTE27b34xXKO3jsbGBABlwsfB950sU8iYMVYkfFcM56IgICAgICASwnHDrZXLwZBYrUvQsD/EUK8mVp/gZ+Ki1z1xOpgyFaaFRnPwIgICAgICAgIWDOsgSTo1WAfcKT+b/kk0fMksCFWnBUZzyvOiFAN+aZwAIohV+LxpwjLd7IGqIb9u7HtiFyVqSUShly1lOU0k/EllyrJ9mj+CfGMz/CsKX+x4wDlSfm4aIDMeYQlTMz7yw8ZkWuU+1NkLkIURcpfbjr4qPa0RMTnfZbweR0AGD6vv3hGrvHdclIlf9+zOezvvgb/88m0z/kLzmPe9DlPg//ng9/nUUDApYZpmrdc7HMIWDlWajzXlD0eTarEGvx95UgoAxI16JdQ3Aq4/hKPAwICAgIuAL5jJRz87pGqa+rpe2nhKKvzutIRQiSEEG8SQvzZsr/1XQjdQYnXlWclxnNNTWOtPQYt3X52th02df0YVZE3IprKD9JR+qYPnXDVo3+HUZEvHdg5MMbmJ4/70tl2/yJ6Xn7X117UqE778xqs9Rs5IOBSxUfbBAC0ou37xk4syM95ANHCNEbFn2ckWT3kT2dokVh4wZds92b/XqeAgAuNEOI6YAj4a+CP6n/bABwRQjz/Yp5bgDwrNZ5ryogIRVUqJfkHm6GVcVwdx5WP/jLcBapqSlpOs4pESnNUDfmOps0Ts0QKPsIpbJeeu+Z97avlH0+weHejD0n46t9dzcKUfLjA4HScHx+Va6oHtbXNYCFJRbLOn4WKE3R9CDgPbNf/9bOQ92ekz4wkKBf8Ra5mf5j2JZcYKJM65i8cbO+9+1Fs+Q2beG6cjvGHfOlsLd+D7sjHBkZCizQ3nPGls70vRCIt18A0YGUIms354v3AR4B26mEZpmkOAO8A/ny1lQeeiBVnRcbzyr/slxGKqFR8xOcbeomqFfGl03AyVJW0tFykNE85nAJF/iGTzGTJpuRjccPzFnZExY7L66yOhTC65Jq4WVWVUs5gcTZKsknO6BmeiXNwsJHpjPy4fHFsI//vxFUMFxNSi7p5Yvw1t/FprmeCBimdg+F2Dsf7qCjyi7mKesWlLl0SVH3cW0ucwV/Z5yOLTQwXEr5k/+uh9Vi2vBGSmY5y6Ec9vnRmv5emMiafSxCZs+j8fkb+Ke24tI1O0XtiSFpnrDBF59jDqLZczoTqlgk7szRWHpbWGQktkoqPo2ty85cRVghFVDo2+M/TCAi4wFwD/B/TNF1+OobvX4AdF+eUAs6DFRnPNWZEKFSK8qanrpWoWj4S61wH3VmgqqalxFS7XDMiIvILlfhCjsRCjlw6IfUAj0xVSR8pUGo10CQNrcy305RPR0FxsXPeL6lyQeeuf9pDOGZx5kCrlM5jow18/2An5liKkVk5b80TmVZydoivjPejSvhdLFQGlWYeoJ8CcrvCQ5F2PttxG/c0XiPt6fnuuufzrd4XYEsW7HeBQ41bfXmWXGrf90JRVXTf1TcGkz2+ZMfCLexPbPKl86vsYRJ5Q73saHxqeCuOjxMemo5z3zF5z1sxF+Lo/V3kM3ILVrcKdkYn8035eSg0Z5EYrpA8Jbe4juUKaLaDeMKUNkCihWkMq0Dr1H4puZA9BUC68giKK2eAREJZFMWlKSln9MRTNQO2udtANwLv5oUmyInwRY6nL8bTAqvvog88ESvOioznmjEi2vtChCIq4agi1TwpEZ0mnah1QI2F5bqSdha/QsiZJ2Edk3o4NWSG6Dt9N6HyIi1TT0rpvOreJ2iYW2TXgwfRqxIJ3a7Lum8uEB8u0/y4XFyxPWdgTYbI3ZdCjXo3QKKJKtnZKMVsiEhCzosRDdm4KLQ2lOhpLkjJGoqLodj8yjpTqg9WldqD/6Ucop9ZKZ0LeoKWyjwvWHhCarZ1gTMNvfTkxtFcOePuZEM/h5u2UdLkYq8ris5Xmq/neEy+6tupSDtfab5OelHvKgr/1fcyhuNd0jqHE918r+e50jobrDxfan0+Q2H5hbmDwie4CVvy2Wm5CqfyaX44I//bFio6397fTa4k55kqZkPYlsaB7/VKydmZmp7i/gSVUTkDJDJbm+86vy9X+SlZz4dILmTpHByXko2Wavdk8+wRkLhXIs4klhLHUhLErdMSGn9yxSmcvZn37IQiCtl5i8yURSSxZh7Dlwy2sjqvK5z7gQ8IIZ7aUa3H0H8C+P5qK3dX6bWGWZHxXDOzV1OHjm4odPSHZZ4vWHaIVHySZGwa15X7uRQqqFQxnAVcxfvOdSHWSqS8QKQ0y2KqT0pnPhVHdV2mO1uxJLpXl5tqCwY7ojJzrVy4hdZYM1ZSt89JRV+pmks4VqVjwwJdmxekdEZDNprq8Mp98mEPmuLwis4B2sJyMdsWGhvcGe5APgmzquq8ceJuoo6csTQfTnPb4PfYMWdK62wuzfGLp75M1JarqxpyLV49+xDbC8PSOjeWJnlu5oj0tlTIqbIpcxrHR3vkdblRnmjdxXBCzgBpsArYispnOm5jQZe75g0czigt3MVOKTmrPofcObaJhar3hbntKFQsjXJV4zv75b5nKRdC1Rwy0zGKWe9zgjVnYHSXMbrL2PNyhkuuN0w1VptLlKr3CbcSDnHsasHQ5l5m25uldJpbfxFLC3Ny06uk5BaNHcyGb6aorydnCCnZgYnrcRyVmcU+ZDZjp4aqzE1YlIsOOZ/lnQMCLjDvAG4FFoCIEGKeWpOyHuD3LuJ5BfhjRcZzzQRb5zM2je0GEwNyi7hyJYHrKhTLKYqVtJys2g4cYi50o5RcJZzCVkPMNW+lEpZLys6mk9iqyondm6XkXEOl0qAxdVMSJyS3kNObqujtFWLXyFdGiTVUuPq2M1IeAYBoyOLmbZO0+mg80Bdb5Pa2QWk5DYc3cR+aj/2LW+ceJWXLeUwAGssLNJUXpOUAmir+5M6XJstfhZxd80d9yXXlxnnL4c+Qrsglxmo47Fs8xobSGElLrm+BgUXErWKjUkEj5LGPheMqrItmaQ0VyVsGacPbfFSpqrzsmmG++2QXL716ROpcd98yhFVV6d4yTzTp3SMa3lCk6bVTzH6mnehOuWt3/NY0DSdL2BEV1/A+n8y3NxEultn22FEqUTkPWjHWRinSSKS8QCWS9iznKFGqSoq4I+OFgJrRoFC1Ixh6Cbsi6fErOiRSPvvgBJwXkjU1AgDTNAeFENuBOwABFIHjwHdM0/TfDMojazz0aMVZqfH0ZEQIIRqAFwF7gaXg9RlgP/Bd0zT9dyu6QOQzNpWSw9y4XMyri0apmmB2sU9aZ1lrp6j1UNLXyQkqCoVYK6PdN0nrzKaTDG5dTzkun3Cc7w4xdb18nLfWaNW8ED4mZnH9GK298iUdWxrKbGgbk1cIvKbrFLoqPyP1Muc78NOPAQEXIND0CsBwbWkDYolXzdzr6zf+eZ7gjTxIBLkeMDc0TbAhtshsNUJ31LvhEg3b3Lp7nCMjaYoVnUjI+2ZIqrVIc3eO2dFErUepRxQDjM4K1oyBU1FQQ3L3TKnVIDJdJbNNSoxcOkEi488QLUcaCZfmQdKDW1XTGM6CL51Vq2ZElCpyGz6VkksoEtzhAZcPpmlWga9c7PMIWBlWYjyf1YgQQrQBfwK8pf7eIWC6friVWm1ZSwjxceB9pmlOns/JrCb5jMPkmYovazZXbCGT75SWK6vt0l6IJSY6ryOflI+bXmxswLxKziW/xOjtjTgReUsg1F1G6ffXoXfLvglfcm0p/x2pY7q/5n/B4/7Kw++YtuCv43JIdVgXy7EOf4vk/3GHP2/NlmsnfMX/qhGXxp+f8dUwPNsfQa3Ib1Dmk3EU10WrWtiGnLO8FGkkUpqX1mktGRGui6xbtGpHMTT5craVkkPIx3wbcP5cjPwFIcTzgP8LpAAL+Jhpmn9Xj0n/R+BmamH69wFvNU2zWJf7A2prMJXaGuzXTdM8VT92O7U6/3EgD7zLNM2768c2Ah8D1lO7gz9umub768eeVecznP9G4C+B3cDPVDMxTVMu6UoS9zzKYwf8LCs1ns84QwshbgU+R8298SvUPA4LZ70nTc1D8XbgoBDidaZp3uPtK1xYSnmHiTNyoUxLTM1vxvWRPlJV0756RABMte/1JVdMyveVWKLU5s+1rkb9+xn9eC8CAgLkiCTkPLDLST7fn6N5bm/cl5yrqXz1zXJ5DUuMrHsero/SvZYSZzT2WmrrKbnFyny2B8fxUbq56DAz6n9cAvxzoSspCSFi1HZ8f9U0za8KITqorZlMamuoJmArtQvwS8B7gD8QQrwceBtwrWmaU0KId1Fbl10nhGgHvgC81DTN+4QQNwJ3CyE2m6Y5BXwe+KJpmn8lhGgBHhdCHDJN8y7gfc+k81m+xiepGUBfAfy51s+DIJxpxfkkKzCezzbz/TvwFtM0v/pMb6gbFXcCdwohXgF8BpDfsr9AVMv+rkLH9Rm3ej4r5GB1HRAQECCFZfgzXFBU6aTqJfKlFl9ytgWDR/x7VAMuK3qBNPAtANM0J4QQTwI7gTcCr6+HliCE+DDwb9QW9G8EPl03CgA+DPwfIcQWasbHQdM076t/5gNCiEPAq4UQPwb2AM+vH5sRQnya2obwXefQ+UxcBawzTVPe1RdwKbIi4/lsK9Wrn82AOBvTNL8GXHs+JxMQEBAQEBAQsJrYirIqr2fhJLWojtcDCCH6gV3USmm21o8tcRzoFEI0UvMUPHXMNM0CMEKtGdjWs+SWZJeOjdbf/1PHhBBN59D5TIwCF811FpR4XXFWZDyf0RNhmubo0r+FEAq1DO7twM90XTNN871ny1wsFMma+E/JhXw0k1tC8+c1sIzzGD/Nn2xYka9mtEQcf7IRy7/vWPcXgQZFf3kPANW8v9+25NPTBZD1OSyZ87iE5qsXI8bU32/kowjXU/gdF7/XAeD7+vN9veP/PvN7X8N5zCc+5y8Ay/BZElXzXwnJ7/PB7/Mo4MrCNE1LCPFrwNeFEO8HGoE/A5Y8DMtzEZb+Ha+/zs5TKK7AsWfT+Uw70/+bWl+Bd5xlnARcnqzIeHoN5PxX4JeAA/xs7JQLvNfvCQQEBAQEBAQEXCguQk5EJ/A1aiFEd9dzFO5a9pblVurSIj9Xf51twcaXHWt4mmPzHuSeTecz8Q5gC/BmIcQk8FNVE1Y/sXo1P31NsiLj6dWIeDW18CZ/pUEuEXZcH2boeJXsvFzFkHh4jsb4GCNzco2lANoqPyajb6WsysXNRkoLNOQnmWqWj9NNzy2ST0SpSjSbA35yl8o2bQgICAhYIRTHwVX9eXc1u4ztY/dfdxax1LPXY96IGFlKVfnS2MlGVfpZFLAynCP0aDV4DpBZqpxUz1H4GnA9ME6tTv9S86JtwLBpmgtCiMP1YwAIIZJAN3AQaAN+7Sw926hVXToM9AghYst2mbcBB0zTnBdCPKPOZ/kO36y/LgqBEbHirMh4ejUiFgHZTjyXHLGE6quko6EXiYb81aFvsg+Q13qlAwYaCpOsn3jElxFx8w+f5NHrtzHRJWe4pE5V6f5xgSO/lpbWOf9f3cSvnSPUI1fqMJeJMDPaQN/2qXO/+SyyJYOoYaFrwewScOXjo/roU1RKOqGIfIhVdTKC3lbypTdtllkQ8gv6jSdGGdzQIb0JorgOG4d/zPG+W6V1tliPMq/vlt7s0ZQq3U1HODV5vbTO9nU6qmqRmQ0MiTXAEaBbCLHPNM1H6tWaXgz8iFqExzuFED+gVhrs94FP1OU+CXxCCPER0zRHgD8E7jNN85QQIgO8Xwhxq2ma9wghXgJsAv7LNM05IcQjwLuAPxVC9AJvAH552ec+k86nxTTN96zEDxFwabBS4+l1u+cvgPcJIUIrofRioWpg+5ivVcXBcf3tjCluFQf5WFzNrmKr/mJ4japFVbK+OoBWcbFD/lYp5YEEro/i2wtTCU4f6PKl898f3sbgnNzuYd4JMVBp4iuZHTiStsesnmI43EZBDWMHXSPWNBbyZUSXmKwmfMkdHm+mYsnPQ46tcOi+Pl868481UR2RzwcILdr0/Ei+dwJA9/AUvWfk+8c05MbpmdqP4sjnTCTtMzRah6TlEtEZUrEJNFU+maWxTaOtR36eDjh/bGV1Xs+EaZpHgDcD/1Iv67qfmrfgL6iVVh2kZmgcAo4Bf16X+zbwAeAeIcQJahV1Xl8/NgO8hlpc+4n6Z73aNM25utrXATcJIU5Sqwr1PtM0v18/9ow6nw0hxC8IIb4uhDgqhDgihPiyEOK2c//i54/ruqvyWsusxHh6ncEeB94N/I9niJ3ql1F6sVA1cGz5i0ZVbBzX36JBpYqj+DAinAq2z0RA3bLljQjXRSu7OD6MCDun45Y01IiDa4PXMu2ZmRhzE0l0wyYzEyPV4j235ztH1rNQCHNkvJnOVJ5YyNsua9nR+Njc9eg4RFSL25KmZ53HYn38IH0tKSvHb4x/Ec31vrP74ObnkYumuPrU/TTlZz3LuSjMdqwnPT2Kbgc15Z8OW9XQfCwcAaaT7bRm5XtkHkhsZkthkIQjt1CuuBpfz27nzU0PS+s8OdWIZavsXTd97jcvY2EqwcDBTnY/7zS6IbeLUhmI41YVQuvkamYkhywS4xaRGYtSi8Rc5Lp0TMwSqlic2rJOSmdT5gwhq0hzZoCZxk2e5VS3QswZQXfzTBjPl3L3NERnUBWXdGyc2dx6z3KhiEK8QcUIwYknPYsFXMaYpvlZ4LPPcPgtzyL3QeCDz3DsHmqGxdMdG6Tm7Xi6Y+Vn0/l0CCF+C/gQtRCYr1DbhN5JLVn85+sVOgMuE1ZqPL3O7v9GzVr9OhehychKoKqgagqyaw1dLaMqFo6j1f7ren8gRpxJVLeK6lZQXAtX8SabzE2QKMyA69KQG2cx4b31xq79JwmVq/SdHufw7n5s3duKPn2ySvujRVQbWp4sMbMn4lnn/J3rsLMGc59bT9vbjuO1Ao+iuhx5oA+AdWJKyoiwXYV8JcREJu7ZgABo1IoYOBTcEHsjcguj9socrqIiimcISRgQABU9zEyyjYbigpScgsvhG+9g28Pfom30lJRsId1CvrWL1hMHpOQA5tNdNC6MScuVwglcRSFaykrLFhpbic3LLZABZro3kliYIZ6dO/ebl+Gg8IC4hVc8+nlpv9JYqJWcFuN5mcfl5KoNHCu3M2PFaNHlptKR+QRz+Yi0ETEz1kC1ojN6ooX1EmGDTkWlMhrDmguTftkYiu59A6ZhsGbwthwsM3KL9zkztZAjWqzQOTZNtFCiGPM+DzUv1sK7O2cOSxkRcXsIFZuIO0PEnaSkdHiWTUZqY9GUGJUyIhpbVVzHRTcU0i0qCzNBSNOFxAny/vzwu8Brzi79L4R4LbVKP6tqRKxtn8GqsCLj6dU33kvNTfZR0zT/7eyX1GlfJLZfH0bXYdu+sFR8byycobvpGI3xcZoSI1I6u8vfQqdEX/mLuDLhDwr0jT9M5+xRwhW5xVhqPoth2XSOzXg2IABy3TqJcZvYlE2+U86LYXQXwVEI9eWlFhrJxiLhaAXdsOjZMiOlc11j7Xe5ulduF1lRoMdYYIMxS7vxbIUofpa26iy4Ltdmj0jJATQUF9g+sh/dx455y+hpWiUNCAAUhYbRAXk5IJtq8yVXjsQph/01/Jrcdg2WIR9DX44mOLXrJmm5fCTJbEMbI8190rJToSYeT2zDluxkP1KtdbB/uCBXyKRU1ZjOxjgzm2I2531hDTA9UtM5cEiuD2hlKAaOgpPXKR2XSxyOTtWM7OSwJZUR2TyTYa4pyWxLipapBe8KXZfFWDsAi/EOKZ2uojGv7WRWvwpFKrzBearYxsjsDmSWOZlZh9HTFoNmlXw2MCACLgvWUdtIPpsvUqvyE3B5sSLj6fUJeC/LKgRcjhSyDoqqUMg6Uln+uVITiuKgqRYLebmHcE7rA2BB3y7lIs/G2qnoUapahJm0XKTYRFczAKc3dUvJWTGVQqtGvl2j2CZnRIT7aovx2FVyO8GKAi3dGdaJaYyQ3OK6pzFLSLPZ2e09NOgpWSPD9bHBc7/xLJJ2gd354zRa8rvsrYuTiNGD0nIAm5/8ka8MjNj8NOGC/LkC9A7u9yWXykySzsjHswP0PfAt9Kp834HE/BTNE4M4kl3eF2NpQtUyY41yYTMOClNGEzk9xrFYn5TsSDUNwGPFdViu91EdXUiQipVpjBUZmElJ6Uy35dEMm/b1c9gSORVawiL5gkni181gdEh0VnZdzF9qwNHgxGvkjI/Tm7o5s6GLqfYmhvu8ewRQFI6vfyEuMNK+V2q+zWkbKKnNWEqUoiYzx6ssFmuJ2CUrARJ3aangYlsuqgY+LvmA8+QiNJu7EhgHNj7N3/uAhdVW7rqr81rDrMh4el0t/jvwWSHEV6kl45ydE/GvXhVeLOanHHq3wPSoXBiK4+rkS404roblyO2SZrV+qN7DvL5LSg5FYa6hl6oexVXlFvQTnc3YqsrgBokHcJ3F9QbltHziZqi3gN5aItQrH+nW0r1Ic6d85atUtMJNG0cJ6/I7+1vC0/SG5Du9K8Ct8/Kx7ABdc0O+U7FD5csyglAauV3gn9A0PQLTcl5CgPaFUV5737+gOXJzQkkNcfvcfQB0VuRCi66NDjNpJbk9eQzL1dAVb7p7m7LcunWIQ6MtXNsn533bceMgp/Z30bVxFk33vuttdJTQ0hWshTh6k0TisKJgRxXskIJWdbFkjDtFwTI0EjkfzfoUBVs1akUpJMu8OoTQXT/3mYrjKqiKjS2ZN+c4oBtX/MLzkiQojOGLrwF3CiH+jFpCtgLsBv4UuHu1la/xBf9qsCLjKZMTAbU27WfjUmtGd0mTmbUpFx0WpuVdx4vFViq2fIWSgtpJTl1HSZUPDZlL9ZGLyZUbBMglY5jbeqmE5QtpLfYZZH1UC1HDDumXj/oqA7lOTBFPSexyLuO5m/01SN8YlvdeLBF3/J1r8Mi69PATWgYQc8rszR/3JbspPMvvhu+VljM0h77mDA0Rf9vWPVumUVUfRSWiNvioCAVghxVUH93Cq4aObvkbG1sLoTnylZIcxUB1/RUucFytZkTIytkuWiSYGQIuG94NfBT4T2qPNIXa+u8/gf91Ec8rwB8rMp6eVoymafp7iqwgQoh9wIeBFqAK/KVpmp/yKu/YcOpgxZc1mym2U676iPNWNEZCd8jLAVNNWyiF5BsYoSjsv8Zf5Nnc1hCo/h5qEeEvbCaR9rcoh9rCKiBgrZCKVkhF5RfIAFffetKXXGzPArE9C75kj/+3BsqN8lXtptobKUblc2MAxlt24HgsYLGcqtJAVfHXC8iyw6iK/Fxk27WKgQEXniCxWh7TNIvArwkh/gfQD0SAk6Zp+t+Vk+ECeyLOd815qbNS4yltHAgh1LNfsp/hQ2cY+DLwt6ZpbgJeAXxICCEVJzQ14m93q1BuxHb8tcgoav56IJTCKZCM8V6iEvZXGtavAREQEBBwNoVO3VfJ6ExjkpH17b50HtvwEsph+c7TGX0b46GnrYZ5Tg4Nv5iyJb/JNHHG4vh+f0ZhQMDFQAiRAG4HbgVuBJ5Xb5x3RbFSa85LnZUYT09bNnWL7B+ohTM93Wp6tfdTbgUwTfPz9f+eFEJ8g1ozFX/ZqgEBAQEBARcJJ3CkXjRkq6oFgBDihcBXqe1YL1ALf0kDWSHEy0zTvG819V9gR8QVv+ZcqfH06vf9J2AGeAcXp0/EVuDEWX87Dlx9Ec4lICAgICAg4DJlDVRSWg3+Efhn4L2maS4ACCGagD+hlhe7qhU8L3Bi9VpYc67IeHo1IrYAz6nHUF0M4sDZuov1vwcEBAQEBAQEBKwe64A/Xr4ONE1zTgjxbuA3L95prQprYc25IuPp1ad3CriYcW854OzySPH63z2hadC+zl/UVcTIEdJ92E+ug+7mfekMCAgICLiA+N7q9B+XFCRWXxwc1FV5XeGYQOvT/L0VOLbayi9wn4jzXnNeBqzIeHr1RPxP4MNCiPdQMyjO7hOx2tGdh4HfP+tv24ADXj9AMxR2XR9hclh+Ud/TcoJCqYGx+afry/HMhMmwx/lnHtbeJa1zz9DdLMQ7GWzeIyWXyBe58QmT79y8V1pnm1mhmFbJtstVN3ErKvZUFL0nMJgCAq40XBsUH4tdo+BQjckvrBTHJZXNs5BKSMu2ZM8wk+yTltPdAglGWWCztGxX44D0swEg3qDQ0KgxPuijJ0ZAwIXnj4BPCiE+RG2RqQGbgbcDfy2EeKozrmmapy/OKa4Y573mvAxYkfH0OsN/Dvh5ag0pytTKXS1/rTbfBywhxJsAhBB7gJcAn/H6AY7tovnc9XEcDVWVr+zkYKD6/HlU18aw/EWP9Y7N+JJrOVmlYUz+geZkQhTulOusvcT+7+xk9LiPxnilMD8+vcGXzhknSd71V20rIOB8sSU6VZ/NYslf6dPpoWZfck5ep3q4yZfsxnuLvnb3u6bm2Djko+u567J75LtotnzFo2b3KI3uKWk5BYd1rSaGJl+qurPXoLkjcEVcDIKO1b74BvAC4EvUFtkH6v9+AfBZajkEJ/nZXIIVwV2l1zNw3mvOy4AVGU+vW87yW+kriGmaVSHEq4CP1OO1SsCbTdP03PHJtkFRFRQVXEm/iV8jwiaEhlVTKFmu1dJC6I68AVLVNQzL386WHVLQfVQcVCI2btnfw1DVHKolA8dRPDfDshyFUlXn8EQ7W9umaEl494CcsVu5z9pGUilwrX6KLtVb52pL0TjUsZfxZBe9C4PsmPK+IWFrOoVUM46qkpoZ9ywXsPrYmo5my98vLjAXbaG5KG+wP25vZJ8u37dhMpvgzFwT168fkpJzXTAf3Ey6PYMRlvuu1UNN2JNRQrvnpOT0kkPH4QrDV0fIt8rNDZvPjNGQK/KYZDHFhuIU6eIkzflhphrkPAMt7iF0HzVD0okpDK1KKj7DzGKPlGxHr44m39IiYAUIqjP54paLqdy9gJnVK7HmvAxYkfF8xilMCLHbNM0DAKZp/tszve8smV2maa5K+SvTNPcDN/mVd53aRahpYEkaEbaroas+dujrP6+KhfO0lXGfAdfFVg00p4ri2rheYwlcF1dR0ByXeL5IIRrB9dj7ITpv42gQzjokJy3PIU2uA1UzBRWN0r0dhG+e8Ny5euxEO5npBhYm04TjZTo3TnmS0xSXbx7dRqES5oen+nnNHu+XnIXGqNsMbjO3KIc8y+muzXS8nfGGdazLDHqWA6hEYjz+4l8iOTfJ1d/5vJxsTw+5F95C4+c+j1KVMyrVpgbcchU3f7HqIUiiqWDLR0a6qorV0oIx5e36Wc7gjuvpPyBfmXAktZ7peJu0EWG5Kg9aW9iqjZBU5HavD493sFiOSMkALM4kyc4mWZhM0dor1xeqerAJtyS/QdB6vIpmQ+NwVcqIUG2bjUMTaLaDajs4mvfF3rr5IzXd2UEpI8Jws6QYQAF0N4+leM+dbE2OApCOT0sZEYm0SiJV+26xhEIhd4ELWAYESGKa5g8v9jlcSM53zXmps1Lj+WwrxXuEEH8G/KNpms+6DV9vOPdbwJ8CbStxYitNW7eGY0P3BoOhk1XP3ohkZI5YKIehl2lOjjGb9dg8znXpdX+Ai8Im96uc4NW4HjupdmRO0LlwHN2pUAilGWj1WFVMUbjt3icAePn3H+M/Xn6zNzkgnHPofawMwOwGAzz2elJUsAZqzZ3s4YRnAwKgqXOBJ+cT4Cqk27x3i1UU2NI6zYODcTob5Dpl96sTJCngokgv4rZPHWQ43UdTQW4hFs0v0jp8AtWW92bpMzM4yYS0AQEQ2rQOZzFP5dgZadmr3/ViHv/r70jLddy0AUVTGb9XMjREgfhLbiT/TfkFfXHPbgBpI6IcjTO0fR+9Rx5Bt+RccEfadqE58hsLx50uioSZcNIkNe8hO5atcmyqDVVxcV2k7rNRszZnzU+kpYwIezqCPV5bUDtZHTXp/ft2HK39nukRixGJoojrx2aIVGp62mYzTLQ1ehN0XdoXa9dcU37Uu0Kg0T1JmTQKDikGmWW7JzkFBxcF1wVVMrk6GleYm7JxHZdYUqWQ89cINcAfgSdCHiFEJ7Uy/9v52aRjTNN84Wrqv8AlXq94Vmo8n21V+0Jq8VHvEEJ8BPgOcGgpibpuOOwEXkTNgIB6g45LkfZ1Opqu0N2vM3jc+4KsbEVpaRhFUWBkViLpTlFQ3QoKLrpbwFW9+62nk33Ey/PorsVsQs5FPtzZSu/4LNPNcl1bF3p0SkmFcNYl0y238xjaPYt1rBGtV65wQSRRpqVnluxcgkhCbkG/o3OCBwfX05H0bnxArSn3bv0Mk47HxckyuhaHSRXnaSrKGREAvUceYa6zT1pOLZVIfPd70nIApYcPo8Tkd64B9v+/e3zJTTwwgOKj87kSCmFNyv+urqJQ2r2L8HH5MNwRcQ2uplNoaKRhbtKzXCacZjTVS6Kckda536rl8Uw4jWyWMCJOzrRQtmqd6DOlCOmot/vFthXmRhtRFIfFabk5wZ6MorYXUDQXeyKG6vFeUyyX6c0GqTGLhR65eJ25VIKjG7spRMJUQt5lFRwe7P8FXnT0n3mk71XIWFpTyh6SjFCkiTmJxGoXlTPT22lOjnF8/GpqQW7edE6P2rR1OeSzDjPjgQERcFnwOWrNyL7FxekXFrCyrMh4PuMsbZrmQSHEbuB3gXcC7wdcIcRC/S1pajPmNPB3wN+ZpnnJXlgTQxbdGwxmJ+Um7IoVZbHYTDI6x2JBLsFwRtlJt/sgGUUuAdjWQkykNtOaG2Qx8nQVuJ6ZE+s7uOnxY4y2SyZSKgoT28M0D1SxInK7NPqmRZSohb5OvvpZtxhjcqBNamcVoCFSprdxng5JTwTAbm2Qwz76XyrANaMPErHkkygTC9MYJX/Vq8Km6UsOwC3InyuAIxvz95RCcG3539YtVyg/Ll8lUHFdGj/9Wbmt+TrNo6fQqyUUySSpqUQ7ifIiigsV1SDkMXcp74ZIKCWibpkShpTOpliB9Y1ztCTyVG3vRr4C7HnRIR69ay87X3BYSmdo5zyWmUbvX0Tf5N1Yd3WF2T6DvgdLjFwtZ8RmGuKotks2HmUunfSuU9FQXAdLDVEKyRlLKCqqW8XBwFXkxkVVbBxXw6vx8FOyGthWsL16MbD8lBsLuBboMk1TbuduhQg8ESvOiozns2711JtQ/BXwV0KIq4A9/KSu7DS1bO4nTNO85Id3ZsKmWnGZnZDf9Zle7AYXHFduVy1HNyXS0kYEwHDTDhQk4xaAfDzKaHsTY23yFVUmtoXQqj4W15qLsWcWrVt+kdy+YRrH9udafs6GM8RC8mE+SaXEXm3Al871C/7kAMIlfzb2FV/z4zxRHH8GT3p6lPS0XOgLwOZZk42zx6XvzbhS4QXGIYadFrapw1KybckciXCZDU1ztEoUElA1l2pFxwhbROLyVRPcsoYStqVtNL3iYoX8XbmGZVE15Bd5ulPFUuWMgCVUt4qtyFds01Qbx/G3INU0BSdwQgRcPpzEezGegEufFRlPzx9gmuYTwBPnq/Bi4To1b8T8tPysPbvYia76KVukMKFcQ45OadHJho2+qjMBPLZzI9nEz4S4nZN8q8bIXn8lJCM3j6Po8gaIpjt0b/FXsciPF2KJiOLvtw0W9AEAKs/eqeiZaFCK7NDkDIglXrLVX2GQVMsiV932pC9ZY/csaod8Yr6jKcyv97egR1GoGPLPNs2pYqv+SjdrVHEkvRCw3BMhj6rVqgYGXHiCnAhfvA34JyHEh4EhfrZfmFzZOGku+b3qy40VGc81ZVWePFTBRzVHqnaE8Xl/fRDGlBt9dWpyVJ3hxh2+dI50tviSAyg0+3sgKlH/T0PJ6rcBAQESaIZDPOWvQldop7cSyGeTb9UwXxzzJfvN50tkYi9jIdbB/Zte60t2SH0+ZdLSchUrIpcrt4zpMYv84mr3aQ14OqzAiPDDFuB24DX89Ipeqf//qsaIBeFMK86KjOeaMiLKRf9Xoe3421XzWpHpabnym9cEBAQErAiOqlOUzYeok1PW+ZKrWFGmMr2+ZIdPBp2qAy4r/hz4S+DLBInVVwIrMp5ryogICAgICAgIWNvYq7tpfqUSAf5qqULnheZCNptbI6zIeHoyIoQQtwPfuhwSqF277E+uch4NuXw0yALQq+cxkdn+PCNl11/OA0Aef7IlH7kSS1j+QpwJR/3bx0bc328bCfv3HCV9DkvK3+Ve58LfzimfYfJ+fx/wPy5+rwMAfF5/fq938H+f+b2v4TzmE5/zF5zHvOlzngb/zwe/z6OAgEuQTwI/B3zxIp9HwMrwSVZgPL0+6b4GjAshPgl8wjRN/yVqAgICAgICAgIuElbgifCDBfy9EOL3gDP8bCLuG1dTeeCIWHFWZDy9Zhf1AB+g1ljuhBDiHiHE64UQ57E/eGHp2RBi5z5/iX57N+3H0OWrMzWpp2lX5WqzA+C6bMo8Kl2/HiBRLNJQ8FlK1Anu0oCAgIuP37K9imuj+axqF8ZftbdIqISm+stvaGwNIoovBhbqqryucK4FjgFVoBtYd9ZrVXFX6bWGWZHx9DSDmaY5CXwI+JAQYgPwi8C7gA8LIf4d+HvTNOU7RV1AHBdSTf52H5KxLJFQiapkrEFUmadJHWDSkayypCjsmb2HsdhmCkZKSnT34BDRSoV7du+SktOqDq/+10m+/JYOHE0u/EPf3wghB2u7XAdfu6oxd7KT1m0jUnIAVVvFdRVCelAjMWDtINGI+WfknKqGFpK/X5TZMG6zfFhOPGOhWy6ZZvnQpasHBnhs40Zpud7cERaNZuYjXVJyKhabjO9xuPoqaZ3r2oaZmm8lk09LyUVjKtv2Rrn/O/5LVQcEXChM07zlYp9DwMqxUuMpvQ1imuaAEOIbQAr4beD1wH8XQnwR+J2L1c3wXJTyDpGYv52CUiVCJFQiW5Cr/FFyU0QUuYX1Enm9kbg1L21EzCfidA3PSeuzDZVKRCWRsVhsknzo2yrqcBQkjQhFcRl9eAtNG8elFzePD/UTD5XY3jWCKrGoKhDmQXZwDSYp5JrjZeJNFMNxkvl54mX57tyOYaBW/e2SBlx62IqG5sovyi1UCkRo8FEQ4/R0OxvbJqXlMkOtqLpNQ7fk3FBRCf2gnfJr5EvAb3siz8S6kLQR0TE/z1V+jAjXZevCg5ip66WNiA7tEI2qfJSuqtj0tI5QLEekjYg+ESbdEngiLgZBYrU/hBDrgNcCG6lt5B8DPm+a5tRq6w4Sq1eelRhPz6tqIUSDEOKtQohHgCeB5wJvBzqBzUAL8K/eT//CUiw4RM/TiJDW6aaJ+jQickaaRHVBWm4+HqcxJ985GmCxUadh3kK15W5Wp6WEOhNBmZfz1LiuQiSdZ/pYD6WM91CzQjmEodmcmW3j0Kj38oouYNLLIJ18m+ukznWiaR0P7XgRD+94ERUjIiWbW9/L6V9+HfM75ft+KF3NKLvlO54DqKE19KD00ZwMwIpEKDc1Ssu5KJjr9/rSeZCNZEhIy83mExyb6JaWcx0Yf3wj1YJ89KmxvwltSr5xZTRn03esQHxR3si6/sRJ0vkCqmRIU2tpkKbyOKnKtKRGl17tIaLKIjpy83xH8wQho0oyJrepoKiwQUSIRFXfm1sBARcSIcTzqS0y/xC4ilo4zJ8BphBi+0U8tQAfrNR4epq9hBCfAcaB/wP8GNhlmuZzTdP8lGmaJdM0R6l5JG6X+hYXkFLRwQgphCKKZDiA+5QREQ3J7By6WG6EELn6Dpf3B2K8ukBJS9BWHKS9cNqznOI4NGezpAoFXnjwkMS5QsdgCaPqsvPhHF1nJB6kVQXj0WbUqQjh78l15p4xuyktxBl/bDMy0Ylho8rwXDOZYhzb8f4AVoB0Pe7Zkew93T43QqxUWyg4quTi3HUpNzVRTSbl5FQF7aX70F95k5wcoEUN9nzwDsKtcWnZxv4YndfIecCWaFgXJdktZ2Q9pffaLoy0D9m2NNpt10qLuarKyMvuwPXR7fBkz04WkvJNHTPEOcBG6evPdeGxwX7KlryxNHeqk9JCAqsoWfqpomI82oxS1KEqd75ifx7NgURGzohI53KIsTE01yUlmdu1df5BABqqckZEozpIUq15d+KKzIaqS29brft4MiYXktS1PoSm13ZX0z4bfAb4x3K1VXld4fwF8LdAh2maN5imeR3QQa3KzwdWXXuQFLHSrMh4yiRW/wbQbZrm75mmeeTsN5imOUfNyLgk2XtDHNeBF7w8JZXl39QwR1fLGOs7hmhJz0hoVNhufBVFge3615Bw+hCyi2xefJT+7JMYjveEbldV2TA1jea6dCzIdZrNNBukp6uk5i3ySYmFiuHidBRRXAUnLheq07p1BD1S+35GzPv31FSXq3proQchXS6hsY8JuplClZw9FFyuMn+EblWwJY2IxNAw7T+6FyshaUQ4Ltanvos7tQBpOWPALlY5+eEHSF8lZ9gBWGWHRHsEIyb/UNz2Gnl9AN2/sIP227ZQXZDbCVbWt2P8z5/HnZXz+LnA+C23UOzuxsjKLQAX4s0cW3+19E65C9zPLhw0bMkkzOG5FqazKSq2nBHh2ArjT/QDUC3KeSKMJxvBqp2nkvUekqRXHBrmq9gqxPJyRkRLNstkKsV0Q5LGnPfdfdWxmIxtoKqEyBrNUjorbpwJezuj1l4UiXlBUVwOn9lO1dI5PSbnLZwYrjB6psLhxwrkJA2tgPPHQluV1xXOHuC9pmk+9dA1TbMC/G9qu9irSmBDrDgrMp6enmSmab7ANM3Pmqb5rNl1pmn+lVfFF5r5GQtVUygV5B78c4tN2I6GpjpkC3KLwFH7GgDybpuU3Hykk8noegAyIbndzoc2bwJgLiEXLlFMaJzZWgspyqXkJsPqNbO4YRs3KWdEqLpD51WnUXULzZB7kK5rnKUtuSBtRCjAjRwijHxuQrycY+eph+Q9EUDjgQMkBnxURq5aWB//JkiGmAFkj80w+e2T8nKjJU7cNUm1IL+4eehvT5MdlQ/9G/vyEU5/9CFpOXdsFufAaZwTo1Jy1YYGyq0taMUiasW7AWupGgc33YCrqqiO3O8zRgs5aqFBjqQRUbE1dNUirFexHe9eAbuq07pthGhTFiMmlxxdvWoOp7lM+dYxZBwnVkjF3JNgocXg0efLebROdnZS1XV+uG07Z9q8z5uOqjMfbidnNLK/5cVSOvNuKwZFZpzNLLjrPcu5roqqOpQqYWYyrVI6bQsiMZV81iG3eFF6dwUEyLIIPF1so8aaX49flqzIeK6ZYMzh02UqZYeFWdlSfApDk7VqV7JGxLSzmYLTSFbSiAA4lr4BG5WcIRevPZ1KcbqtTdqIADh6VZxSVKUalrwsIg7Vq2Zxk/JlDps2jZPokPOaQK1CzTXrTxPW5Y2BJEWuxpSWA1g3dZLGrGzMdW0Nljp61JdOHAeyvrvSXxa4tktlzkdDr6qF/fkfwIxcPYfQ4iLr//NO1v/nnVKBRZpjs+/IPWw98xgtmQkpnd3M0Mks13JUOqm/Kz0PKLxs1+NSckakil3WSXbN0r5rUEoW1UWdCWNtWsRtlCtx3TBvsdioU0z4MLhzOeYTcRxVbh5KVBek58slIkqGkisfwhcxSpQr/sL3ojFVelMrYGUIPBG+eAD4ByHEU64+IUQ78DHg4dVW7rruqrzWMCsynmumNIRtwdDJMpk5+d3V0eluelpHsR3Zn0tlyL6Oqisflz4W28JoXOAq8hPTQ5s3EbLkF/T5lM6Ra+SND4Dq1bOo8/KJm4rq0nODvwV9UzxPKupvcd2DvCEANWMgXJXfaV+SDbh0UG2b8MKClIwCRKoltgwf8KXzZg7gIn8tGKrN8zYf8VXS2IhVCKfliy0oOQM3bkFcXmfDQs2IkMWwLGLlMpmYfE+feHWBvJGWlgOXiJKh6MeICJco+TQiIjGVYj4wIgIuG34P+C4wKYSYpjaNtQDDwEsu5okF+GJFxnPNGBEAp4+W0HT5pZzt6BwbEr50jtl7CSk+FrqKwhMt/u7LoZYWX0YEwMmd/hryEXFwOn3sJAPhpL9FOdTyIwICLif8GJOGbtOZXvClr3X7sC85t6FK8c0nfMkeuTqBnzxTxXX51t692Jq8cDbUTEWVX9BrVFh0u6giP/fpqk2xLF+9SlUhHFEpFQMj4mKwBrwGK45pmkNCiG3UCuhsAiLAceCuc4W6rwRr22mw8qzUeK4pI+J8Yk/nFuWS9ZawCVN0/TX2lu0R8RSKQsWQb/AE4Mo0XQgICLiy8TkdFJP+FmkVw+BAn/e8hOUMJuUabC5hE+bRypt8yZ4ak2+IB7UIxa9+eg7JtJqAgIvNemC/aZrfABBC7KJWeOfURT2rAL+c93iumZyIgICAgICASwWrGmytXiwsV1+V15WMEOJW4BBw87I/Pxc4KIR40Wrrd93Vea1VVmo8r+yrPiAgICAgICBgGUE4ky/+AniHaZr/sfQH0zQ/IoTIAX9JLb5+1XCDAlArzYqM5xVnRDhVuZrvS7hVf/H8AJTlKpcsYZTlE66X0Er+ZHNVf4nTALP4C6/KROSq2Cwnn/IXghZv85fsCBBul49xBkhN+r+GOsp+J0j/8RCpVY9i/VmS/iL76Gj0/9BPNfkL7fN7HQDg8/rze70DZCL+HMt+72vwP5/4nb8AjLK/8aQsn1y+hN/ng9/nUUDAJcg24J+f5u+fBf7hAp9LwPmzIuN5xRkRz0RrZ5j8okVBsvmRptpEI2VyBfmkO5UqLipusOsREBAQcInjp27W+cmqmoLjowdMwPmxBrpLrwZT1BqUPXHW328C5Ou0S7KWQ49WiRUZzzVjRGzd08D4cJGTh713QQVIJfJcte049zwk35DxpsZ/x8w/l+lKv5RcV+UEG0uPc2/Da6V1vsJ8kB+u38ViRG6nr2WuRLJgMdAjubPoQmTaoNRa9fX8dd1az4eAgIBLlKXWrj4cHeGyTTnso1dEMct8JCE/ObgubdVBpkJ90jq7wkcZK2+XljP0Kh0tcwxPtEvL7rw2xYGHFqTlAgIuAh8BvimE+DQwQG1G2Aq8nlqX44DLixUZzzVjRCzMVkg3haTlFvMx4tESmmpjO3IPw8VqO2l9QtqIyKlpOiunfK2wG8oFejNTHIpskJJLFiz2HZ6VNyKA3rsbGXzZHOVmubKyxaPdOPkI8WvlCjvYtsrpwT42bTgtvcYouQYOKlHK8usTwNYMdFu+wd357HEGXHk4LvgphGbbKo6jYhjyJZwrY42EuuQ3DFMnI+S7KlhxuVCrWNFijznPA3vlujkDvOTU4/zX1hsp63Jzdm/lCK3VIWkjQqXKjsQ9TJY3YSOnc1PvKIoiv00aT+rsuCbFoUczgTfiAnOhcyKEEDcDHz/rzy3AV4BbqS3glteCf4dpmncJIaLAP1JLfnWB+4C3mqZZrH/uHwBvqcsPAb9umuap+rHbgb8G4kAeeJdpmnfXj22k1lRsPbWY2I+bpvn+Z/sOpmn+jRAiC/wWsLkudxz4PdM0Pyn7m0gT3CIrykqN59oxIuaqbNklH6ds2TqFUphkvMBCVq5j9YLVQVvotLTORa0ZBZeEM0dOkystO5RqrRkR7XJGxGhblDvuLROq2FRCEhOsArneMsmhMOUmS2qlbLQukj2yjujuMyi6g+Kx54OqOiwsNjAz10w0UiQR996HY9DuJOMmaFIybNJHPctVNYODW5+DZlfZc+w+z3IA5dYmsrs20/Tjx1ErkgZIop5EkLsICQxrBEfXUX30VSmHIrioRCpyfWAsV2XA7mKzPiIl57pwYqCfvnXDGMidb/lMK9VxeSNCK6p03J/i1C/IN2d83mNTVHV590X/3DhidoSwVZUyIlTX4ur8t5nSe6V1bog9RlTLEVbzFBzvOkNGhY09o4zPtEjr3HltCk1TiCc0shl/fX0C/HGhKymZpvljaru8AAghIsB+agbCrcAbTdP8wdOIvg9oqsu6wJeA9wB/IIR4OfA24FrTNKeEEO8CPgdcV+88/AXgpaZp3ieEuBG4Wwix2TTNKeDzwBdN0/wrIUQL8LgQ4pBpmned43t8jJrxccEJbIiVZyXGc82UeF2YrZBulvdEAGRyCVLJHLKX8YLVQdqYQMGWk1VUZvQeWqsjhB25ZMChVBu9mWnac3KLhUpIY7oxzK4TC7TOeW/+plQh31UhdTJK66NyXgzXUXAtlcxdV+NWvRsu+UIcw7A4emILC4vek0ItVyXjJphwWhh3vD/0XWCweyvZeJqFVBsViYWNFY8y+6KbyO0SFDb0eJYDIBYi/Ee3o790h5wcEN2QZP3/2OnL/dG0M4bioynjSqCn/d2j6u5uSMknQhfXdbB4jXwISykU48mtz8Ww5Iw7x4XHrG1UfezfTEy1MzndjqHLGaJ2PkT+oc2gySdtd/64Ab2kSj/Be8fziMEsui2nU3Ucbjv1KAARS65gxZbSIzTYs0RcOaNOV0psjj0AQFiVm283rx9B1x0iYbnrIJ7U2LitNl/GG9bMXl7AT/j/gO+bpvnIOd73RuBDpmlWTdO0gA8Dv7Ls2KfrRgH1Y1cJIbYArwEOmqZ5H4Bpmg9QK+f5aiHEdmqx8B+qH5sBPr3scz0hhLhb5v0BlzZ+x3PNGBG6rhIKqey9MY0q8a0TsQKWpbGuY4r1nZMSGl3S+gRRNcMN6S8gs5prrwxguGWuyX+TdeVjnuVUx2HPxGnaChleaT4gca6w9XSGxmyFm/fPEK5IJJ8r0PpEgsicQWROrmqKUwzhVgycbAxs74MSj+XBBddVqVa969QVh35tFBWHvOt9wakA/cOHaJ2reS4WE03edeaLNN73GGqxRH5Ln2c5AKUhgjM0h/bcTSjNcjkuyZ1NNL+gk97f3CYlB7DvvRu47Yvbab+xQUqu92VNvPRrO9n7rnXoCe/jqSUN+n5vF7v+9fnENsh5+5SNLYT+14vQbuqHjPcKOi6wcO1OJl/9IiLDctXDiuE4+7c/F9Wx0CS6hbkuHLQ2Mek0E1fkurRncwlODPSjKA6q6n1h7rqQu38rbsVAkTQikgNhUqdr94lMtI5mO7zgkdpcqUuG6eyZPE2yXBvHsETYoOpW6aicxkUh5MhVUmo2hinaDZSdKBHNuxGhKA6WpeE4tTAzGSIxjfHhIlNjJSLRIMn3QmO52qq8vFD3EryVmkdhid8TQjwqhDgqhPgLIURICNEEtFILMVniONAphGik5p146phpmgVgBNhx9rFlskvHRuvvP/uYDM+TfP954bruqrwCnsLXeK4ZI2LTjgSarrBxexJH4llarep0t0/Tkl7EdWV2ZxWiWhZFgYi6KHWus0YXCWeOmJOjrHqvCuWoKkOpNgAsVe7BZPY1kEnUFuS25v2ycHUYff6CrxrO4fUzhDfWFnCuxENYUWDbFpOQUcGy5HbxWtQMe3WTCiEs17tO1XXZdvJR2maGpIwIgOjQOF2f+wZOOIQd9r7T7k4sUv2ne6n87fdQt3dK6Zz62iCP/7fvMvu9MfQGOePuR289zrdec4TJB+Su25knchz88Cj73z+MlfN+k9m5KqG2KCOfMFl8Yta7QlVBf/4WlA3NWF85IHWui1dvZ+E5V6MVSoTHps4tUKcQSbB/+3Mph2M0SHr7hp12hp1a8m1MwohwXZiYbsV1VQy9KpXL42SjKLoNuoUiYXwAWDGHatym2FJFZhNEceHB3S1Mp8NMNcmFkD7RsZGZWAPf7r+asub9unUUg2PRG5jTO3go+QopnZOVzVTdCAeyL2W24t1b6LoqM/NpsoUYDx+SM9ZnJyuoqsKx/YucOe6/9GzAZck7gc+Yprm0e3EnNU/APuAlwKuAP6SWywCw3Cpe+ne8/jrbYi6e57GAACnWjBFx+LEMtu2Sz0rGEldDnB7pAqBYlgu1OFW4jrITpezIhflYSpj9sVrDwJKEEQGwv6OfsUQTJcmERFdV+P517biApcmFshQ7qsztLMhtV9aJ7zuJmijiOnKXYjhUZdsWE8uWDwXo0abZpg1IeSMAFFy2nnqMeEm+9ruezdPx5e+AhIG2hHt6Bvvek9JyOC754xmsRbnwl+JUFdeSH8vCWIWRb8/LB6+6cPLPHmP+Xsl+Io5L9d8fofpP9+KOZ6REkwePk9x/jLg5IBXxFS4XaF6YIFQp0ZCbk9LZrU6jY9OuzhJXvO+WKwo0pjLEY3k29A5J6dQaiuAqxK85TbhfxpMKVtRBrSgMvGoGK+bd42LpKh0zRQa64zyyUy6ny3BsOnLz7O/oZyrRKCXbWh1mRl/HvC5ncINLSp9godpBxZVbRzUk8izmEjiSRTcA0s0GC3PyRRoCzh8bfVVe50IIoVELQ/rU0t9M0/x90zTvNE3TNU1zmFpY0iuBpVKSyx9USxdorv46+yEWP89jMshNRudJ0LF6Zalfi8sZWnbM88S9ZoyIQs7m5OEs+UX5BLYTgz1ULY1iWa5TluWGOZ5/DmVH3sA/Fbmaea2NsiLZn0JRuHvTtVK7eEtMNkc5uDktbUQATF2XpZKUb3ymGDaJ5xwDR15numGRns4xaTmATdqw1G7wEgrQPjPsS6diO2gFeZ1rAafss2leqYpzUP4aUKsWzT98mPSDT0rJaa7D5oEnuebgPTRmvHswAFwUtuln2KcfJopcDH2xFKGrfYKONjmdTkWjOpEm1DuDlpIL80kOhcn1lHF1kC2rv26iwHCH/LzXvTjDbKyBkiHflbDFGmbakMw7AuLaHA4aRUcufA8glcyRycp/z3BEJRTRyC4ERsTF4CKGMz0fKJum+TjUEqyFELvPeo8KVE3TnAfGAbHs2DZg2DTNBeDw8mNCiCTQDRw8+9gy2QP1Yz1CiNjTHHtGhBD/IoR4qta9aZrLE8XlEpF8EBgRK86D9fwZ4CfjWU/YP+T1Q9aMEQE1b8Sij0m7ahmcGu6mJOmJABgsXsV8tUtazlVUHovfTlmVf0CNpFp5rGuztBzA/XtaKEbkd/cdw2X6GtmNjBpG2yJa2p9LP5nwp1NRwFD8d3sOuDLwU5VJwSVkVQhX5QxCXbFZr02gKvLtD9Z1jdHVId/5XQ3ZpF/1CGpEft4rtFWZ3S1/X6qOy2w6zHirfDW8dCnHQLpDWg7XpaU6woy+Tl6nPkGm2oGfKgSpRJ5MTn6OTjeHyMxV1/oiZi3yHODIsv9PAA8IIV4KUM91+HVqVZgAPgm8s54jEQZ+H/jEsmO/KoRYspz/ELivXuL1S8B2IcSt9c99CbAJ+C/TNI8DjwDvqh/rBd6w7HOfiV8DfiiEePPTHAsqmF9+HKBWlettAEKImBDiY8B/AB/w+iFrqixEIWdz7Em5OO8lTgz1YNvyLmsHnYHiNb50joX8GQIAg2n5xkeAr8ZQSzgh/0/EoOFcQMDqoMX9lQcutfnbJXdUhbtvlt84AdjfucmXHIrCV5t+l7Iib7hMV/pYtNp8qT053C1d+hugXLI5tt/fsyjg/LmIHat7qHkXgFplJCHEq4C/EkL8LeBQy5H4YP0t7wH+gZrh4QLfAf68LvttIcQHgHuEECpwglqjsKXPfQ3wASFEAsgArzZNcykG83XAx4UQJ4Eq8D7TNL9/jnOvAD8PfFYIsQ/4H6ZpLk0Sq24OB/b2ymKa5pvrjeb+UQjxc0AvtcT8PaZpeo6fXlNGBEC5KF/mEPBlQCzh+m1sE6ysAwICAjwhU4RiORU3TsX2l1M6OunP+FiYrbIwG4QyrTVM0/zNp/nbd4Frn+btmKZZptZM7pk+74P8xOA4+9g9wFXPcGwQeLGHU16Oa5rmt+oGxBeBHwkhft40zfFzCQZcmpim+QMhxF8C/wpkgV+TMSBgDRoRAQEBAQEBAWsXK1j6+MY0zQEhxE3AP1ELh3nthdAblGNdWephbB8F9gKvoNa1+m4hxMeBdy91RT8XV9ydZBXlEg+XcPIz/pXm/eUUhbPyiXxLhPLyLnSAxbJcedLljNr+dt2mjUHfOmfT/hKRU+3yiZlLhDd4b2C3nHTufHYW5Ss+AUTC/nWWyhd+Uo6E/XnXUk3yhQKWSPf7u1cMn9cBQNnn9Teb9j+e04Z8KA/4v6/B/3zid/4CCGd9enZ9ztPg//ng93kUEHAJ8tTkbZpmiVo+xm8DdwH+uoQGXEwOUxu7XUthbvWGc5+illi90cuHXHFGREBAQEBAQEDAM2FfvJyIy5lfP/sPpml+RAjxOPAbq608cESsOG81TfOzy/9gmqYphLgR+COvH7ImjAhVU3jlG7fytU8dw5bsoLqhdwHbVhgalduVDKkl+tMHOTa3T0oOoJVBiiTJIbfLp7gO6WqW+ZCPHVTXRQHcIA8jICDgEkBxXV/zkUYVGz+eK5eQVqJiy/WPAUjEK+Ty8pux0biOqirks0F+xIXkIiZWX7aYpvmZZ/j7g8CDF/h0As6Tsw2IZX93qCfve2FNlHh1bJdQWKOtWz55Ttcd1q+Tr6JhuTrbWx4mosuXIN3IE2zmUWm5jtIsbzn9JRQfJvuvPXqEzdML0nKNM7BdrtR+DReMM01gyS8SXBfs6pqwfwMCfgbfO3K2Uqv94oO4z0JCW6blunovka4ssiV7xoeky1V8x5fODakjNIblw4/CIYu9O+Ua+S1x3S09ROP+Q/UCAgICLiZrwogAGB/K0tkrH4c7MRWnvTWPbIExx9WZLnTTGZfPBxhiG+t+qpS0N8YjLVRVnd6CfLGEgaYU14zKPwiLMdh0DEKyqQsKhAZaCJ2R62gLUJhsZe7oFulmMY6rcCLXR9XRqEp2mK3oIQqhGIWwvCHqKgqFda3ScgBEgwXGpYzjszx62TGwfHQ5diyN4rT8PYML0cd6fVVz33Ac2uRbVNCSK/DSY2ek5RTX4TUj30V35fu4bOFhujghLRfW8uxp+xGKIm9l7d01SSwq70lo7Yyz7apWQudRVjvAH7arr8orYPUIms1dmgRGxDnI5kJYtkKjjwTfiXwfHfEz8nJsJMkccSR38RSFww2b2Jk5ieLKPQyf6G5l2+Qc0UqVcNV7A65SDCY7Yf1paFiQO93y1gnCxzpqHgkJYm0zWKUIC6c2UMl4T05XFRddsTie28h4Sa6PRjbSwMmuHQy2bZIyJx1NZfwVNzJ7407ssKRB0NMA//1q6EjIyQGRvY0Y6+RLXqoxFTV2mU4LPgwuFyh2t8iPDZCJNTKTku/HkreinMhtQJNsduhYGtMHt0vrA4js70Gfi0kbEc2TsOfR2n0ug27b/Mrjx3w5Pm6eeYK+wjhVRW5RFmee6/g6rg9L6aq2HxHWyqiSRkRLc4FNGxbQNPnVyHNu7wUIjIiAgIDLlst0tSDP+FCO9p4EyXRIsv2CwuRUnK72HI1pTxWvfqIzt572+BA9SbmdMQeNUbawix/Qw1HPcqrrcDy5nh2Lp3jF2A+ldIYsh+lEjN++/wCdWe9dakPlmjdi60EQnhul18+3aKCWDOIPbYCK90uxkouD4pIf76j92yOWo1FyIuTtGJmqd4PSBQqRBJZuUAzHpbwRhfXtWIkobkhncecGz3KoCjyvD2V9Gt6wF2S6iCvQ/JaNdLx3N9GrG73LAbFNMXZ8eied/70LvUlOZ/dvddP1690039FMdIv3VWd4S5LEre2kfrGX9Ov7UOMSi6qGMDx3PfzO9dAv913LLSmmXnwtuf4utLL3nWRHURlq7edU51ZSeTlDf6HawNHsJmJaSWoeWjIgqrkERlKui3TYbCNyvB07Kdd0LpqD6+8F1YWSZJrAqw6fpjNboGTIGQJdxSlunXwYAFuVWVy7PIcvYlCR0gfQER+gJ1krjS5jRCiKyw4xDYCmyRkfPf0NxOphTEZgRFxwLFdblVfA6hF4Ii5N1oz/bfPOJlRV4RfesoNPfOAJz3JNjUXSqTJ9vRlcV2F+wevT1GVr82OE1DLXdtzDSNZ79+kOTtPFCcKUmKXbs5yLwvOnHyNpFejLj3mWAwhbFh3ZPLrjEpXwRFRCoFfBsCAiZ2NhteZwdRvFVtFyEewmbyUYww054m3TLA6to5L1vkuvqzYb44Mcz/VTsKOUHYOweu7FowL0zJwhWikw0rKB2YZ24tOnPelMnB4nPJ0hs3cj2S09JI8Noec9eLUcF+46jjuyCHs64L/thE/v96RTTejkfzyN1hym4Y5u0FSKj8x6ktUadCqTFUIdIZpvb2bmqzPYOQ875i4kdicxGnWmvzpNZdz7gjW0MUnTr/ZTGc4z/X+P4OQ97tCvS8Fb96EYGu73B+Cwt3h2OxJi7rptFHvbwHHo/PoDns+1EIox0LGFcihGopAhbHn/nlPlJs4U1gEKKcN7koHrKMyf6KeaS6DoFnrEu1dUXYwQOt0CgJOU86a2TtUMCICihBERrVpUNI2SrlGUNCJsRWMi0ozhWliK90WZis1RbiLNJDOsk9I5VVjHRH49JStG1faeHO26cOBwG02NJQ4dkwtXHDm9yMxkgUOPTjI/LTlxBpw3QXWmy49LpU9EvTv4e4BfADRgGni7aZqPCSFeQK2r+KllImXTNPfUZfcBHwZaqHUK/0vTND9VP9YC/Auwk1r22leBd5qm6dR1/l/gVfXPPAy82TTNmbrsG6lVVDKAWeBtpmk+sjq/wE+zZoyImYkCuqFi23I7RnPzEcoVDVUFy5ZxYSicnN/NhtRhHFfO4TPBRs6wG8HDKBLBM66i8KXuF/K2k5+XjiceTSf5+rYNvPrwaSJVCVkF9l8HyUWISj4LnWSZ/HNPkvj+FtRs2LMRAdCwfgSA/JTcwzukVtmWPMHJXB+ZagNtYW+LawVoWZwiUVxkuLUfR1FRPYaMGdkCLfcepNzcQKm9icRpjwbeQgl+dKb2aopCzIDCuY0eJ2ux8Hl/vTkyP14g8+MFX7LDHxqmeLqAK9l/Iv/jKUK9ceY+dRq3KHHtjS3CiVncsA7f8u7t00oV9FztWkucGsNY9H7dRarFWuEC16FlUS6HKG0soik2Ki4Nuve+IIrqEmmap5qPYSQKch6MhhJu2KK8aQpb0pM6X48yfPC5UJZoQVE0dAzH4b6+Lh7vlutBsajHaS3P8//EG6WMCAedFkYYYjsPPfWc9Yir0BYb5psDb6RoyYS8KrS35ZmYinNmKC2nE+jsTfDw90ZYmPXXCycgIOCi8DvUFvM3mqa5IIT4A+DfAVE/Pmqa5tazhYQQYeDLwO+bpvl5IcQm4FEhxBOmaR4E/hEYA14NxIAfAm8FPgL8NvB8YA9QAP6h/vdfFELsBj4E7DNN80S9+d+XhBAbTdOUd81KsmbCmUZOL3Lm+DyVsmyynsIjT3Ri2wqWLfdzLZTbMOeuxpU0IgAe4WXkkC/VmjPifKX7FnTXuzdhiQfWd3Kgo1nKEwHgaPDQc2VTz2vYzQXyN51Gzcs352pYP0K8fQpHslKTpjhsSZwmpMrfX5FqiY1jR3F8lJ4Mzy56NyDOZq7oyYC4mBSO5qUNCKgZPbP/dELOgACwXfiPQ/DZJ2ueGwlST54i/cgxGg548yj9BIXG3Az9E8dJ5+ekJOcqaZpD84jkKQzV+3d1HYXFwXWk+gdp3HTq3ALL0GbiqNkIxb0jVNfJhV71n4DBfhjrBZkpTLdtdo9N83h3GzMJuTiobdnTDMY7KehRKppcydR1HGGY7biSj7Xm2BgFKylpQNToaMszOSVfbKGxJQIugQFxkQgSqy8/3FV6+eBB4FdN01yo///XgC11I+HZuBXANM3P1/97EvgG8DohRJKa8fA3pmm6pmnmqXUE/5W67BuBfzJNM2+apgt8EPg5IUS8/p5vmKZ5ov65/0Ft3/MF/r6eHGvGiAC4/9vDlAryi+tsLszR483YkkYEwOGZG1isyMVqA1SJcB+/IC0HcLShnydT4txvPBtF4Yu7N5MPySeZlmLw6E0gsTZ6CqtrkUqfN4/A2TT0jqLo8mOqKJA2/HWJVnHRHR9fNGDlKVYhJ28MqrZD0hxGL8rlCaiuQ+f8KOn8nGdP1BIdkRnWR0eJaZILR8WlSZwk0riAqkumKjsKxd0joLlySdUuNM7CgPcozKfYOjXPVCImbUAA7Mic4nDDJmm5OPM0MMu4tyarP0VnfJCJfJ+0nKK4tLUUmJyWNyI6e5OMDfmbfwICAi4epmk+Yprm8pj4nwceMU1z6WGSFEJ8SQhxVAhxnxDi9vrft8LPlI47DuwAlmbaU09zbEn2+LJjp6it37c8zTHqenZwAVhTpvPifJlHfzjqS/bQsVYaJBMTAWzX4PHJW3zpHGMLEfw9aO5pv96XXMnQebKrxZfsvD8xANyY/132oD9egB8uxmXj51pVFAin/M0DdlsOX+auAj+4DV8/0uGOZgYb5Xf1AR5o3s1oVL7ilYrDY7wUx8cjzXY1xnN90nLxWIX5TIR8Qb7JXHNHjPHBwIi4WAQ5EZcfFzIlQgjxS8DfP82hjGmaG5e977XA7wEvrP9pAvgCtfyFAWoGxpfrIUdx4OyY0mL973GgUm/0dvYxzpat50mUl8k+0+euOmvKiAAYPJHxJWfbqkRS9U+TrciVMF1OCX8PY0s9j6ENVuUBAQE+pwFXUchG5MMTAU4m1/uSy9LMUW7yJXt45kZfcrl8mO/8QKLi2jLuvWsQVQ3m2YtFYERcflxII6IecvT5Z3uPEOKPqOUqvMg0zQN1uWPAby172xeFEO8EbgNywNmLyHj97zkgLIRQlxkSS8c4W1YIoQHhZbLP9LmrzpoKZwoICAgICLgUcCTzeAICAi4NhBDvA34RuN40zf3L/t4hhOg96+0qtUpMh6mFHy1nG3CAWjiSDWx6mmPUZZfHqAvAAsyzjwkhFGohTge4AARGREBAQEBAQMCawXG1VXkFrB6XSmK1EOIlwBuoeSDOrpTyGuCbQoim+ntvBbYDdwPfBywhxJvqx/YALwE+U0+kvhN4txBCEUKkqXk5PlH/3E8CbxNCpOpGwh8BnzdNswh8BrhDCLGr/t63UPNC/MjH15Pmigtn+tbh//Il9/O3f9i3TiMz40sulJErf7ic+ELal9xMrtm3zoGEv1CDgZi/cqMArekhX3LJLv+Jzx0V712wlyNRBfNnaE7IJ7MDJCb915iv5i98tScj7u97htv9hRICGBvkq5wBWMLfdQAw7fP681Ep9CkGVH/zyUDB330NUPY5n7T4nL8AQhk/fbDB9TlPA1iLI77k/D6PAgICLln+F9AA3CfETxWweS3wUaALeEgIYQMZ4FWmaQ4CCCFeBXxECPFuoESt18NSUvTvAB8HTlLzSnyemvEA8DGgH3iUWqDpo8BvApimeUQI8VvA54UQIWC8rlO+4owPrjgjYqWJRh1KJQXXlY9fVRTHV3nXgICAgIDLiaU9zSDP4XIgyIm4DLlEms2ZpnnbOd7yx/XX08nuh6dP3jJNc56aJ+PpjrnAH9ZfT3f8c8DnznFeq0Kwwj0Hr3hFls5OeYNuU/tJnivuk5ZTsXh5+qMYivwO8/byUbaWTWm5sG1xzay/nbZIxcaw/O0M+i3SHBAQcIE5jwd4yPa3IdZg+yuCEVfniSp+Kh+59DT5mwe3bl31nk4BAQEBlxyBEXEOBgZC9G+UD/sYX+ikt3kYXZOTddCpumE2hp+U1qni8PzivdIPfMV1+ZWBJ+gqyD+0X3p4hptOL0jLxRd0dt3X5MuQCA22o5Tkw2JcV8GuypdjhPO3dwJ7KeBs/K7LlYru64LSqgqJBXnns+K6XH/G34L+lolTdBYXpeXarQmeW7xfWk7F4tbUZ3CQ32nete4QbQ3T0nINKZvrbygSeCEuHxxHW5VXwOrhuqvzCjg/AiPiHJw6ZbBhQwVFkbva8uU4M9lm1jfLx/SbpevYGn1YWu5IaCtJJ8c6S243raQb/LC9n9vHzu5Xcm7u3dTIDQMZYmVL6o7MN1joVZWOwSiqJffwVSo60aPra4aE7V22WoyTGd+AVQlTLXuPsXeBCaOToholq8mV3LXCBqVUnGyPfBMNV1OoXt3mywBR+2M+pFizM4Ljs9xmUYng+Fg8VgoJKgX5nAt1MUbE7JVerxolld0/bsaRPVXX5ZUHpmnLyu+0XzM7wmsHn2QyInfPJJwcr1/8D0qKfJbRjcmv0KKPUXblZNsapri6bz8VS25zQlVdXvjCvPTzIeDiYrvaqrwCVo9LJbE64KdZo0sG78zNaVQqCp2dFqoqd8mdmuxnY/tpDE3uATxU3kpcy9CijxBXFzzLOYrGw5FruKH4MOuqcobEPR0b2TM/zvUzQ7SU8p7lZpIhjnbEue3ILDeeltitVOHk7gx9RxrY/lCj1N1c7h9DKYeIPybQ57wvxEKxHOHEApmxfooZ7wmhCpC0Fxk3OpnVm3Ekbhs7ZDC3uZtsTyultPfeL64C5VdvwrqqDWtfu9Rkp/REMH6hE+MXOyEqd4tHX95K7HUdaF1ydf61njDhm1Jo6yMQklipqtTOMamjNBoobSGUJrmFnBvVsdcnqe5uwTW8f19XgWJjglnRQ7lBri9PWQkxbnSS1ZKoEqPjOCrZ6S4Wp9ZhROTKeBtjzcQfE9gN3u9PgEheY8+9zYSLGoUGidAi1+UVB6fZO5JlPCV3PYjMNP/91KNkjTAl3ft46q7F6xa/QNpZJKPKGVlbIo+wLfowJSeGzKMtpJd5/tYfoSouVVvu2rv66hLt7Ta2xGZGQEBAwJVCkFh9DkIhl6Ehg2v3lRgYMDh4wOsOl8tiKUlHapKX7Pou39h/h2edCW2e6eo6bkt/gsdyL+ZY6QZPcqrr4KCxvXKUDnuSDzf+tmedPYVFFo0wbz71KH+/5UZmIt4WVeGqTbxis2WqQLJs8cDGtGedDXMhNEuhcTpMfFEnn/K2wFELEZSqjlox0KfTWK3ejBfXUbAqYVxXo5JvwLF0VP3cOl3AUnQUXBxFY0FP02TNedIJLqrtYOsa8/1dtB04jWZ5qNwT1sCu5ZpYu1vBcdEfm/K0Aa22hlCSOtquBtTeKNUvTeCcLng629DuBFpHmMhz0lRPFCh+cwbr+Lll1bRO/Jc7AXBtl/KP5il+Ywa3dI58GUMl/Ft9KI21xZszWKB654Snc7W2NmHtbsFNhqBqE7r7DEr13Pk5rqKw2NNCoTWNE9KJTc4TXfC2oLfQmTOayGlJFNdhXXnYkxxApRgnN92NY4eIJOdQNY+5RA5ETqwjNFKrvlRtm/esM5LX2PXjZiJFjZmuopQHY9/gIrtGa7/LmIQREbWqvGT8OIbrMCHphdhQHSDu1K63jObdiFCxaNBmcVyVoiPp+QjnyJaSGJpFVcIToSgu8/Matg2ZhWAX+nLCCQqeXHYEoUeXJoERcQ50HbZsqRCJuIz//+ydd5wU9f3/nzPbd693OkcbehUUAcXexRpNokZjN5p8k2gSk5iYan4pajQaTVWjURN7QazYACkiHeaOg6Ncr3u3fXdmfn/sAsd5dzuz5vSAz/Px2AfHzrz3M7s7O/N5fd6t1srHJVGW24hN1inObiY5FTV3B4/qPvLsDXjkAG7Z3OQPQJdkArIPGwZ5mj/5qzPZfboqq4CAw0VpNEhppBMYZO5YHTY+Ks+lvDnMIH/M0pg1o4N4O+2U7faS2+Q0LSL07DChGRV4NozG0ZRHRN8NJrxEbMnuWwAAiXxJREFUkmyQU7qbSGcBwdYyIp35ePPTx0BLQJ7mJ0sL0GYvwG/LJSfhx056MeDqDFP6yXaieT6CxXm0jyqjoKIm7ZkgRTRcL1Rh5LrQSzzoJV70EdnYdqVPGNVro8Qe2QN2KfnIsoFLhmj6SWtsXSdGvAOtJopWE0FvM/edaPUx9ECC2OoOIh+0ozea9L5FdQx/HHLsJJY2o33QCmbz9BN6UkAkdJxv7MLWaLIYgWGgOe3oTjv2cJTcXQ0mBwQZjZiUnGjmaB3YMb+yb7PHMVJx0+5ssyIUkCGRF8BRV4jujWJ4zHs2Iz6NzvwYhuSgvciaR7SixMtJagtVBR4ass3nEoXtDmq8ucRlGzuzCiyNucsxAo8R5tmsc2m1mbfVsRPVveyKTmRjaIGlMduC+eR6/byx6WTCMQthjoaEw2lQU2Pn7besebIEAoHgcECIiDSEQjLvv+fl1NOC2GzWpPCG3ZMpy61ncH49dluChElXedTw8rb/Ms7JfxC3bC3kYZ17GiVaE/PDK/AaIUKSuZtbzGbnfuVYvrf5PcrC1sbcWeTlqaPK+PKaevJDCdrM9gKQoXKGn7hLJ6/ZRe0YC4IpK0Jw9jY8m8uxtWWjFZpL3pQk8OS04vQECLWVWNE82NEoTjSRq7UTlV3YdXPHKwHu9iDu9iCa3YZhk5G09DNlCZD8UWR/FCrbzR0kYDREMczPiw8i/EpmtfT1jgTtP91hSqh0J/5mM2gGRk3Ekp1tdyfGukbk2iC2evPnDoAtruGrb8Xb5Ee20Dk4KPuQgNxEO3kJ8x4Bw4BA82CcPj92Vxi7y/x7leI23BVDCU/aiWG31n8ir9FJTquTtSc2IVlMiFhY2cYnw3J4WylAs5lfufUkYhzXuJPfTFpIvTvL0pjTIhuosQ9mvXuaJTswUDyr+ChwDo2JkZYsB+fXEY27aO4sxGqyyejRMSorncRiYmX7UMIQ+QuHHMITMTARVz4T7NzpZNs2JzaL1x0Dmfe3LSAcc+O0WKWpJTGEZZ0X4JatxT8DvOk9kW3OseTq1qqihOxO7hs/D6duvSTjjmIvT88qtZ6AKUH1pE5aBkWsZzk5NMLTtmO4rCd92hwxsor3kklFFacR3x9yYXnchIZsQkAccsSMjAQEgLE7bFlAAEgxDfvaRmx11n4jEpC7u5HcXY04g9bGzdIDDIrVUpBowWbaZZIUqu6cVrKK6vDkmBcfAHLAQ7ysjUSxHy3fmsAfrmazc3IHCadB3G3+eIs6Y4yvD/LB6HwSFgQEwAkNO9iWU0y9J9u8QidZBeqYyCo+8syxNB5AqWMXdilGTWysZdvRJTuoahyF1WuB261TWpqgemdmDRQFXxyiOtOhh6jONDAZ8J4IRVHuBL5NsgvfPj5QVfXaz/M4li/zMmlS1LJdOO7hfXU+DosiAqAyMouYbr1CiSHJPJN1Ptm69VrprS4vzwyfkn7HHthe4sOmZfarbBiRYedlKemVyMhUAlGf4dDmsxTFkTK4g0iAlOE54/JZL3UKoOUHLIuHfWw+phXNbv14Ozx2njqqjJDL+sSo0+Fi8RAl/Y7dyNY78cu5VDrGWLYd7txKRWQ2hsV1MZucYHjhHj6unmF5zJHlcerq7MILIRAIjlgGvIhI8byqqld+kQcQj0ts2GCtQsk+atsGk+lkdVdsUkZ2MdlFi5zZ8fqd5uOCu6PZRJUSgWCgoDkyu+7E7DK7CjO7DnxQUp6RXYcth8dyv5qR7erg6cgmcpS6o+l2Xlx7DsGotbArgL177DQ2iNXnQxFDJFYfchhiwW9AcqiIiAGBbrnIelfE5FogEAj6Bwk9w9tZZ8RaNad9BAJCQAgEgiObQ0VETFMUZSkwBNgK3KaqqvXOaAKBQCAQCI5odF14Ig41RP7CwGRAiAhFUS4F/tTDJj/wXcAG/B4IAb8BXlYUZZKqqtYzgHsh7q/O2NbVbq6ufXdsbcMzHjOvMbPVs87CwRmPWZvVkpHdese4jMcscFnP6wBwl1ooofk/otiZm7Gtq8R67guAozGzfBAAwv+zn495PBlecjL8fACipZmF9TUNth4es4+q0sxst7uslUTtyvp4Zr+z2kDm1yFXS2bXk0yvXwBSW2b5IVqG12n4bPcHwcBDVGc69BAiYmAyIESEqqpPAU/1scsL+/5QFOUO4P+A8cCmfj0wgUAgEAgEAoFA8CkGvE9PUZSxiqLkd3lKSj2slzuyiNcnMfc4802WujJiUCPZXusVh2xSnCJ3ZitmLsJkXG1IyHyBQHCYIGWQZA3gMNHBvje8PpH3dshgyP3zEPQbRj89BJ+NQ+Gs/zVwv6Io+7wm3wM2A9v7e+BY1GDmbCdFxdY/ppGDGpk6ttqyXYmnjnPKH0eWrN7MDL7mup9yudLymHNCKpf637ds59I0Lt1dgU233h8gL6SRE87sRi9r4mYtEGSClcZ6XXHoGllx6/1YJMNgdLQ2ozEn2z5GttARfB+F7gbG5G61bGeTNeZN3WbZDuCY+U7yCw6F26lAIBD87zgUrno3Ag5gm6IoKjALOE9V1cwDlk2SSMDm9XGmzbLeTGh9xUgmjNyLw27NYVIXGo4/WsCE/HUWR5RYlTiOhY5XsaqvK1xDmB/azJC4tW7FUVmmPNjBOXU7LdkBTGiIcc7mgOVJjSts46iVpbjC1mNasxoKcQQ8lpcgDAOMhHP/31Ywuv1rFUPopQFPpk48e8SZ0YmR0+7EG7B+TSoOJDh6l/Ucmpx4lFvVT4jJ1n5zsqFzVfubDE1Yz6WabFvD0fZ3LVdcyna0cW75vwgmrJZsNTh5zga8buu9gEaNtTFvoZNg4DBsInmYYuhyvzwE/YhwRQxIBvxZr6pqs6qql6iqOkZVVUVV1bNVVa36vMZfvzbGhCkOHBbv2e2BLOpa8plQvtfymGsaj2NW8Ycpl7z5s3yDNhs3EcbJmyzVTG+3ZbE4ezZf9r+HS49hM0zaShJ/L5/I6fW7GRIKUBY23zn4oxFudEli3s4ww1vNC62oR6NucJBJG4soqffisNDoKe6OUlA9FG9LHp62HNN2aA4IlGBEciBUaN4OiGRlEXV7iGRlY1go86s7JRKFDuIjPehuiz9TB6DYIZOV0cF2KMgg6dAlgfOLVTwGYNitHYMB6LJM3Om0fD8xEk6MYAFo1kIebVEHebsG4WnNtVT5WU5IjK7IY9zWAkJeC4sThsHU2giXremgPsfadzs0FODOzauIyzIxm3lbu5HghtbFzA9tocI5xNKYE2zrONfxJI26taRtty3IolGPk+UI0BYtsmR79KRKxgyrpyNkrTdGQaHMWed7kCSJYEDMSAQCwZHFgBcRXzRtrQYNtRqTpjkYMszaDXh9xUimjtmFMsKakNgdGE1U8zC37G3Kc1TTdjo23kuczgmOxZzheMbSmG9kzaAo0cGtzc8xMtZg2q7R7eWlweXcVrGW82t2mLYzZInFE33M3Bvhgo2deGPmV/H2DO8k7tAYtzWfQTU+03bR3ACBkhZya8rIri8Gk30/JHscshohnAexLIyY1/SYrlCIhNOJ5nAQycoyP1GVJbQCB3qeg9hYH1qWhXPvGBeMtcN8F0xzJEWFGQptMNmDdGYOnJENY53mSy8U2OCiXDg3B+b7YIIL8k0e81RH8ljnOWGuE8bbk/XY0qC7ZeLD3MRGe4lOzCI2wYdhotmhASQcDiJeL6GcXEI5uUi6bmo+bxhgRH0YHWXQOQgkkOzmwnzkuI2cvaUUbxuFqzOLQIn5Ffq8VhezVpcyuCaLuiEB01duR8LgrC1BTt8WImaTqM43vxoypb2Zn2xZRXEswro885Nypx7nmy0vcVRkO52ymzp7fnqjFCPlCs5xPIUsGdTr5sWHhMaCwa+T72ohqrkIJ8xfF0oL2hk3Ihly1Rm0JiImTbPjdCZDX+P9nqUn+J+h2/rnIeg3DKN/HoLPhhARacjNk9A0OPE0F2PGWXGtGxTkdpLljXDS7I3IsnnPQIGrEVnSmFWynGJPnYUxdYbJOyiWG5hs+9hScuGoWD0+PcLoeD1jY+ZjmF2axhR/C4WxKFP9zciGeTEwpD2BbIBTg/EN5uOtXTEbhgQSEoNqs5DMDpm6YOg2DVvcga/Z/OQGQwZ7KhQkVGDedW0Y2BIJJF1HcziIen2mhIQU0ZEDGlJYAxnio71oZieAG2OgA3EDymww12XOKxE1IJE6uiwZhjlBcZma0DPOBTpIOTbwycnX6jBx/hXJMMiWPL5cGRp1UBOYOXUNt4yW70DPsUPCwFkZQo6mPxkkkt6HhMuNYbPhCgWxJ8zG3ksQ94LmAjkOnjaTdiBrNtz+bCQkAiUtGHaTJ64BrqgNd8SOZtNpGGTe4ydhIKe+0m2lTgzZvOujzuMjIclEZZn1ueZFREyy87FnLO2yj0rnEJDMj7lLH0O7UUCtPpR6Y6hpOwMb2/0TaYsWst0/ESsunobWXMJRJ+srR9DeaV58AOyu1mhrNXjvLethUIIvEJFYfcghopkGJgOixOtAxt9uEA4ZyLKEN8tKqITErroSZk+owu2Kk+2N4A+Yu0G1Rkup8k+kyNNIvstKPLHMB/HTGCFXUSLXUyQ10mQMMmVZ4RrKo/kncV3rEsbGallicsSozcbd46Zz7Y7NzG1tYHSgg8rsPFO2Wwa5aMq2sWhTgIkNUdYOM9cLIOrW2DStmdI6L6Oq8ihu9NJYFkpvKEGwpJVQYTtZjYX4mvMJFbZj2ExMPB0RcEQwNDtEsyGcj+FtSTs/kg0DdyiYDJux2dDsDjS7Pe2kVQIcdVGoiyYvdA4JwyknxVO6K1+7AYsz6B8R0GFLBGNlCIIW47uXBWGaB6MqBu0W0pU6dNgQg+F22BCHsPnLuu6zYWuNYzgkHNXh9J9LioTdQdztwRaLIWsajpiFhOFwLiScYA+D249kdlAjmZOjOWPEvWGCRebFh02TGLI7m90jOpLH7zD/GRUFNcpb4zw/OYuAy9ok57T63VRk57GkbDhNbvPeN7cRZ1HHR/w1/zRa7BbCBoFJtk8wkHgserMlOzCYXfI+axoXUNE2xZJlWWE7Pk+E5evHo1tMQpo2y8H6j2OsXyvcEAKB4MhDiAgTvLk4QmGxTJYlEQH+gI/Fy2ey6PhVZHvDpkUEwKrG4/E6ApR5rYVChcjiieiNXO56gDK5hibNnIgAWOMZR6TQyZVtbyEZBobJFcS4bOPB0VOod/uY1t5sWkQANGXZeeyoXE5Vg+SHNNq8Jl3CEjQMDtFWGKG0zpdcUjD59Rg2nc5BTQSL2rBFHSS85lcRJVsCvG0YFicbEmDTNGya9XoAEkDcQIr3ey0BqM+wxGUC+Nh6SWNiQIMOddYr/zhqoskciISVbBOwJeJ4O/zJU8aqP9sWh5x6wECSzQste9iFnLDTOmovYLDfPWCCMRX5BHJi7CrvsHSorrjOOZuDvDXWS2WJtbyN0YF25jfXcvuUubQ7rTX6O6tzFTucZWx1W2tiJ6NxvH0Jr8fPI4G14x2WtQOPPUhF2xR0U66zA0wbW83G7SPQLa4kZ2VLjBxl541XPkPDR8EXgwg9OuQQoUcDE+F/M0EiAS/8J2wpCXIfdc0FLF0zhWyf1QmWxHs1Z9IcLiUZm2KeINk8Hr0RJ9Zd7JvcI3m44AzyNYudoiWJ54aOZnVBieUxY3aJVyb6CDmsf8Axl86eEZl1tdYdCUsCoiuSZFiJ0hD0xWcoaiNZFBCQajRjGMhGBrauIJKsWRIQAAlvlNZRezBsOobN2t2wepSfSqXtQIccC6wc7mbLIOsdu0cHOnhq+DjLAsKlx5gX2srTuQssjznNtoqAkc12faJl26NKPmBt0zzLAiLbG2J4WRObdwyzPOaUGQ4qtyWIZKCdBQKB4HBAeCJMEug0WPp6ZhNOddcQfG7rq1UGMu/UnIMs6ZZXyQLkslaba3lMgEqXtWoqXdnlsxa+sB9JIpqBiEjaZmYmEHyuZHieRt2ZeaCiDpl1Q62JgH28UWbNi7B/TNnJD0qvJCZbL0G7WZtBtT4W6x+Uwba2aVS0T7Y8ptORYOWmcURj1puKut0S69ZY96AJBgDCE3HIITwRAxMhIizQ3JT5kmkwktnNXDcy/4oM4WgSCASfM5kICIAYbmJGJtdJia1tMzIas8WfQ4s/s4WPpW+IZOpDls+5p4OiKPOBv3V7ugh4Efg+8HdgMkm/7EvAbaqq6oqiyMDvgEUpm83A1aqqNqde9wrgdpI1+FqAm1VVXZ3aNhu4PzVOHLhLVdXHUtuKehvzf//u/zcYQkUMSMQsUyAQCAQCgaCfUFX1Q1VVx+97ANOBZuCh1KMWGJN6/njghpTpTan/TwPGAjXAgwCKokwF7gPOVVV1DHA38JyiKE5FUVzA88C9qW3nAPcpirKv6kBfYwoEphEiQiAQCAQCwRGDpNv65WGBHwNLgW3AecDdqqoaqqoGgYeBy1L7XQE8rKpqUFVVA7gHOF9RFF9qn1dVVa0EUFX1aZKxgAuBk1LPPZX6dzvwKvBlRVGy04w5IBElXgcmIpwpRbRtS8a2rubtGdnJTSMyHtObn5WRXX5+acZjNmS1Z2S3xRHIeEx3ToYhA75NGY8ZGWK+/GZXhvsy9wQXFmcWAuLzW0+a3YfJHmn/UxLWQ88BCOZm/tm25GVWfnN3XsZDst1VkJHdCs16XP8+tgSsJyQDxFqsJxXvo7Q+s+uJ13w/y09hNGVmHM/wOg2f7f4gEHRFUZRSkqv+k0l6FwCquuxSAUxK/T0+9X+67CcD41LbPu728pUpWyn1d1cqgJkmxhQITCM8EWmwZ5rsKzSuQCAQCAQDDsmw9cvDJLcBj6uqWg/4gFi3XIRw6nlS/+6v/5XaL5p6/qBt3WzTbetrzAGJ6Fg9MBEiog9mHF3IxVeOtmxnt+lceWk1Ho/1mvtThm5hXJn1FTOPHGRG7jLLdgCDqcVJZsvSbl00WRIIBL0joZPZooqBWzbRRLIH8r3tmdnlxfB5rV+37XaJ8VPyMhpT8AWgy/3zSIOiKDaSIUqPpZ4KAK5UAvU+fKnn9233dLN3pZ4/aFs323Tb+hpzQCJExMBEiIg+2LqhnfKx2ZQM6v5b7JuEJtPc4mLuUVa6TScJRH2cOOFD7LK1ybmOxIKi1xjpVS2PeYb8NoukxZbtZkR2c1fTizgNazddyTD4dvUmyqLWJwjFoQTDOzITPK6YqAUrODxwapmFdw2OBHFp1ifJJYkOpkf2WLbzEEpdW6w2Z9Q5peQ5ch2tlsdUyiqZMWKjZbvcnBhfWrSHcMRa+U9Jgou+Nors3MxCEgVHFMcDUVVV16b+XwFoJBOc9zEB2JD6ezOgdNmmkGztqXbfpiiKRDLEaUNq27huY+973XRjCgSmESKiDyJhjZXvN3Lcqea7Pu/jw5VFTJ/kJ8tnTQzsbBpBc6CA2eXrLNlFdS9vNZ7HaaX/xSZZG/M/+nnMktahfCqEsm/WuYbRbPNxXVvKA2JS1huSRKU3hx/s2EB2IobNMD8hyotqXFLhZ3hHDFdCNz2mPSFx/JYcRjQ5kXVwxs1PakpbsyhtzQIDXDELaUQGeGIOMMChZVaXXM60dYacadrYEbw0k8FblzWJrJDTsq0rLjG21o3borD1xHVO2dXJ5BZruUJ2Xeei+p1cWVNJ1GYtFW5BaDv3NDzLXnueJbtB1PM9+X7iWJtc26UY5w9+hInZa2mIDrZkO2nIVs6Z8QZ1fmtNL3Oy43zlgj1EozZ03dp3cvYlI5g0o4CmBtG5+lDhC0ysngfsT7BJJTU/A/xQURRJUZQ8khWZ/pna5RHgZkVRclMi4XbgKVVVw8DjwJldKi5dQ9Kb8D7JpO2EoihXASiKMg04lWQYVboxByQisXpgIkREGlYsbUCZnEtBkQuHw/zH1d7hZLOaw7w5LXjc1lb+3t06j9mjPiHb3UmOu8O03ZbOWXTE85lb8BZD3DtN23WSzVP6BVwm/4epbCLLpFfTkCT+WHACU6N7ObtzI2cEzScfvlI8jI3Z+dy6cxPX7lGRTQqJynwXL47K4ZIKP+fu6GSU35xXImE3WDGukzF1bo6qymLybq/pY23PipAXcDN2byFjawpxxM2dBzZDIjvqpjSQQ2HQh9dCQyufQybLacPrsOGzcN5JsoEzN4EjW8NTkkB2WlixthtILnAO17HlGiBbucQa2It1bAUGssearc2l48jSsHs1bG4d2akjmezqbJclnLKEyybhtsu4bOYmgJIBroSdrKiLgpCPokAWNpMNHW2aREGHh9G1BUzZWYphoZN0btDG9J1eTt6Qi02HiNPk+9QM5tUEuWV9C+PboqwvMt9PQQm08/8qVnNxQzVLioeatvPoMb7ZupRbW9+myllMsz3btO1UNnGr/CdKpGbWG+aTxd1ykC8PfZDx2eupDo3Dyi1q+vBNnDXtbWTJoKbN/MJPli/Oly/YTV5unIYma4UKTjxzMHPmJwVLU71oXS1Iy1Cgrttz3wCyge3AKuA5kuIB4K/AYmANyURpB/BNAFVVtwA3Ak8pilIJXA4sUlU1oapqnGRviWtT2x4n2V+iwsSYAoFpRHWmNISCCT5e0cz5l5WzQ+1g6Wu1pm2XrSrkust3MmRQmEeeGml6haslmE9lwyguP/a/rN45ndU7Z5oec3nLqXxp6MPMyF3B/TvuxOxNeDuj8JPDtfJjPGlcyHLjaFN2EcnBG74JXOtfTp0th9d8E5P+/XRIEksLBvHDHesZH/KzLqeQj/LMrR7uznGwO9vBhLYoeVGNHblOU2N2enS2D4owdVcyf6ymLUZDfnqvTdSZYOegNsbtKcKp2RhVV0DF0GbSzTk12aAxq5OCsA9v3ElBODluyJle+ATjOi6bhMcuI8kyNkkiENfQTc7N7R4d2Q7ekgTxkEzMb8PQ+v6MHEUGchZIMshuA3sx6AGDRKuE0ceKueQ0sJcYyE6Q7MkDNDRItIDWDn3NsGWnjs2t48xOih3DgHinTKzTnOfGY5exp9w1MU0nmDD3ATk0G0XBLCQkEpJOk68TTTYhuAwY3JJDsT/5Xe4ubifoMSdkvRGZmTt8ZEVtBNwaFYPNr1xPao1wwt4gMrB4ZDaaSReVR0twdtMehkZD1Li8fJJdaHrMEfFWZkT2AvC2T0mz9wFsJBgm1eCWojQbBezFvDfBYwshSzqGIbEzaH5MMAjF3Gi6TDDqpSNsXvAkEjKNzS7cTp2GJmvN7rasb2PeSWW0NkUJdloPExN8MUgZeoY/K6qqXt/Dc23Ahb3sbwA/SD162v4k8GQv29YBx/ayrdcxByoif2FgIkREGrJzHYybmEtxmYdgwFqY0LRJflwundLiKIX5UZpazN2gsl0BhubXkeUOMSS/ntWmnQoSJe69OOQ4DtlPqauWhqi5lUcbGhIGsmQwjU2mRUQCmVabj7BkZ5DWwcRYPVtc5lYB2xwuNmflc4y/ibOb9vBRbrEpMRCxSWwsclMc1hgUSjC5JcomMyuzEjRlJ9hREmFYs4upu70sze4gYU9/ddJkndqiDvICbnJCboY15bG7pN3UCnTIESMhazg1O7mRZH6NGSGR0A0iCR1JkpCk5IQ5nND7FBKGLhHzd7lBGsnnbE6dRFimrwOO18vIHgN7oYEeAT0ioYeBNOLDSIDWJkGOgWQHzS+hdUJyib5v7G4dSQJdAz0qEfXb04odSIZ55ThtJHQDw4BwQieqmbvLeGNOciMeErKOZEhJAWEz57HJC7jJC7iJ2hN0emM055rP6ynpcOBMSIQdOutGBE03zZUMg9H+GHU+OxKwqdD8arlXSzAm1MGqnCLW5RRimBH4KYYk2olLNt7xjmOFe6RpOx2Z8VIlS/QTCZCFlXwIjy1IvrOJZ2u/Tn3EvNcEJJSyKtZWT6WiYZSlMV0ujfJhIf7x5EgsRFYCMPOYYtavbuGdV2usGQq+UOTPuWO14LMjRMTARIiINHT64/z3kR18/VvjKS61lmC9bFUhLqfO0bNaKS02LyI6Ijk8+dH5fGnOiwzOrycZuWfupri67QQCiTzOKfsX5T7VtIjwk8s9+o1cKj3PUdJa3ISJfKq4Qw9IEu/4FLY5S/lu69ucFFQtiYh7Rk7mKH8TX6+pRAn5UX15psbcUuhmW76LmY1h5jSE2FLgQjexOhty62weHkYdEmZYs4sRTU6qBqWPL9dsBq05YVpzwsi6RG7QhStuI+rU0hwrRBxxIo6UADWSYU5mvlLNAE3LJHJTIubP7KethyViey0mYugSehD0CGkFR3diHXbAQA7J6DHzN3bdAH80+dnLUvKzskKrN4gm6RhgWkA44zYGt+RQXdaGLkHIFTM9Vx1T52ZEk5Nl4zux6RJ+X5rzJoVkGJxf1UFOTOdfE/LwJAxznj6SXojv79zA0oJBPFc6EsnCeTQy1sLX21fwk+KzqXYUoEnmV25Plt5FRudV41R0C+FIMhpnlD7Ne01nUxGYatoOYHBeHSMK9/DX9y4nmrAWkjT/6GbWb86l3W+tiYkvy86MY4p48DebCQgvhEAgOAIRIsIEdXtD/PsvlXzlurHIMuimV6sk3vmwGJvNoLQ4wqZtuabHDESzeGrl+Vw85yVyPR34w+Ztt3bOIJjIZlbeB6ZtABI4eNy4mD0MZgKVfIL5G3mtI4/vl5zHhZ2f4NTjxGTzyZRrcovZnJXPuKDf0vHqssSaMi8bit24NIOwhSzkhA12lkYzyqzSZYO27AyTKCXQpMN0ScWigDiAhJ5B5ax9n6JVAWHGC9QTMYfGlhGNVgsNAVCXH2N3UZSYw9rB2nUIOGReKc8mZpOJWYjCmNfewB53Fv8pKzctPABkQ+e7rW/zr9yjqXIWWzreIdRyqrSU3+u3oGMtZOSo/PeIG04+8c+1ZAcGJ074kGXb51gWEIX5UcaNDvDwo6MsjgnHnljGto1ttFlMchd88VjsLi0YABymd81DHiEiTLKzspPnH99JboGLtmYrNw2JN98rYcK4TstjhmJenl55HlmuoGXb3eExdCTysOLFSCLxnjEfF9YnyQnJxtM5R2Xkdwzb7KzPMR+v3ZWYTcbifOUAouqrwAoZni9Bd2YlWeM2iTdGmI/v78pbhUN4u2CwJQEBoEsydxWeSq3d/MLFPgL4eEy/lAasVUcCcMlRljR8Cav1PvK8fjTDxvrd1hvuTp/czsfr8wmFrd0KnU6Z2fOL+evdWy2PKRAIBIcLQkRYYMv6Nqv34xQSWytyMhozEncTiVtL9ttHe7woIzuAKJmNCVietAgEgv7BSg5EV2odeRnZ+cllI9bFB8AHLWdkZNceyuPJj84nE4X3zoclyJaqkCWJxXQe+t0WWpuEF+JQRBI5EYccIidiYCJEhEXEiSwQCAQDjczEkmFIaBmG4QkBIRAIjnSEiBAIBAKBQHDEIIuciEMOsYA7MBEiIsUb217L2Pacud/NyM6ePyLjMe3ZmYUM5Gdbj1XeR9xdnpFdi91aadyurM3QLpJlLcGyK62uivQ79UBTcWPGYxbnZZaonRvJ/LN1Jz7/sLOIiXK6PeF3Zx5+0OTILDRvp5z5b2V9fFxGdlsCEzMes715TEZ2hXsz+10D5Nf4MrKT6jL/rSTqt2dkF234JOMxP8v9QTDwEOFMhx5CQwxMxC9JIBAIBAKBQCAQWEJ4IvoBux1KyyRq9lrXzj5PlGDYSSYxvhI6htCFAoFAkDHWyngLDkXkL6hjtSBzRDjTwESIiH6gpFTiqmsd3Pu7GIGAFUuDr565iuXrRrGpaoilMacNWseowiqe32Stk71LCnNB8b95rukrRA1rzfQmSttpN7KppdSSHYbBYL2DWpv1kCzJMDKuOCMQCDLHTYRIBlXbvHIAWdIJaNYq1NnlOMPzdrOjdbTFEQ1mT9rFx1uHo1sMWxk7TsJml9i2RagIgUDwaRRFuRP4NlDX5ekPVFW9NrX9CuB2wAG0ADerqro6tW02cD9QBMSBu1RVfSy1rQj4OzAZ0IGXgNtUVdUVRZGB3wGLUuNtBq5WVbU53Zj9jVi27gdqaww2bdA57SyrGk3ijRUTOH3eFrxua5U/tjWNZ3j+bqaUbbBkFzXcyJLOpaWPYDXqcKhUzw8cfyOXDkt2I7Q2Hm77L9NjNZbsAO6o/5hTO/ZYtiuNRjm+tTWj5YyCiC6WQQT/cyTDIC9uPafFYWjMD9RhM6xNdB2GxgWh9YyPN1iyk9A5QV7JuballuwAxnk2c93gewlpXkt2+Z5Wrp7zd2yyuc7e+7DJGosWbmDUkGbLAmLadJnLr3JQs0cIiMMdWZf75SHoPwyjfx4Z8ryqquO7PPYJiKnAfcC5qqqOAe4GnlMUxakoigt4Hrg3te0c4D5FUaakXvMhoBYYA0wHjgduSG27KfX/acBYoAZ4MN2YGb87C4izvp94/bUE4yfIjBhpbdW8uraIrTvLOH3eltQz5s7yaMLNcxsv5MwJi8nztCFLZm++Ev9tvIIiRwMn5C3BJUVMj/mGPp+P9Kl8z/533EQooN2U3S57Ab/OPolfdLzG9FgNoxLNJo8VHi8Yy+UtKle0qIyJ+MnSzE/C5re3c/3eGvLjcaZ2mmv+JxkGp9bGOH93jIKoztTWhOkrT3mHzNENNvKjEiM7JFwJkwdqwLCQhDcBBTHIt9BgWTaS9g4DihNYz0YzIE+XsGVwcXUbkEnetGyQHO+z6DQDJCPZ4dlK2X9Zh+wYDA5KlITM/1Ylw6A0rDOrOc7xdTEcFtpmD4pGObexiR/t2IlPMz9JztJiXNK6nUeql1KQiKBJ5i7fkmFwUqSCR1v/zXGxHWyzm08YHyrV8xP7g1xje4b3tNmm7exSjEVFT3HdkD9SEZ6IbsHpPa5I5bpjHibP086OFvOdpD3uGJefvYrpyl4qd1tLij92vo1LvuqgtcXA5KVBcAgj6XK/PAT9xwATEb1xGfCqqqqVAKqqPk0yNn0hcFLquadS/24HXgW+rChKNnAecLeqqoaqqkHg4dTrAVwBPKyqalBVVQO4BzhfURRfmjH7HRHO1E+EQ/D64gTnnm9n5QqNVR+ZX91686Px3PSl95k/Yzutfh9bdgwyZbenfTgrd8/hwinP0hQo4qUt55myixkuHqm/iW8OvYtyz3beaz+FqvB4U7ZPamdxs+3f/Mj+MB1k8bvE1absVrjK+TVJIRGWHHwv92yq7ek7Vu9w5fLtYfP4We1qTuvYw0pfCfeVTE1r1+By8duRI7mooZEf7tgJwG/KXbQ4+xbrhiTxn5EuZrQmuKg6it0AX8JgRYkj7Zh7fTpOXWZuvQ2bAYoflpUlCKQxlYHsBIwOyugSOHWo9hpU+QyMNPPcIXGJQQkIypCjSwyWDHY7DNps9JlmIxkw3JDRgGxDYoQB7ZJBq2TQidGnrdMAFxI5hkSJIRPFICgZBDDwSwbpikDZDZgakbABMQniEtTZDVrSHDNAeVCiPChhS+1Y49ZRs/o+XgB3Ao5pTAo8CYlGt85HpeYm9BPaExzXEMepQ8gGz4x0EbelFyBuTePqmlomBpMd6J8oK6PGbS48aGawiR82rMWnJ9jmyuOV3JGm7ByGxvc63+GUaLLi2C9zTjHdDHKUtIfb7P8gT+rkI30qDZhrXimhc1rBSyzIeweAlR3zTdkBFHmbOGXcm3gcEdbunYFmmL1FGUwft5dhpa0AlkREXj5MmpKcAO6oEh5HgUCQlmmKoiwFhgBbSYYdVQDjgY+77VsJTCJ5V6rstq0CmEnSuwBQ1W3bpNTf41P/p8t+MjAuzZhvWHpXGSCkcz/ibzfIL5A470IHhUXmVzmdDo265lxOmqOijKy3NmY4j8E5Ncwc+gkF3hbTdoYh0RYvZKJvI0fnfGhpzHqKGCPvYaa8laFSXXqDFC2yj6hko0QPcE3wI9N2fpuT3c5sCrQoZ3TsYUrY3PuMyzIbs7JwGAZeXefqmlrsJjIodVliU76dNmdyhf6olgTTW9K7FeI2UPN01DwdhyHhS0gcX2snP9L3uaBLsCXHYFmhjgFISJSHZOa0yfjSDLvHYbDObRBI/bK9hsS4mMTYmIQjzVsNYBBPpebLSGQbEkW6RJ4h9eklyDMkynQZT0rh2EnuHpEM+jpc2YDpYYkZEQkpNWZEgp1OgxY7fQqB3DhM8kuMCEnIQEwyWJ+jsSXHQEtzVfPEYZxfJieWFBC7fTrLyjQSJq6G3oTB0JCOU4eYDC8Nc+F3mruM5iQS5CQS6MCqnByW55nPCfIaCQwggcQfS6agmxQCOhJ2NAKSk/eco9jiKDM9ZsRwIqPTauTwsrbQtJ2BjGbYqI8OpiI0gZa4+Ql9KO7FZY9Q1TyazQ2TTduBhK5LNLTksE4dQmfIfO5GoBNycyXefSdBVaUIZToSkDVbvzwE/YfRT4+eUBTlUkVRmnt4VAHrgFdIeg4mAduBlxVFsQM+INzt5cKp59Nti6mqqvewje62qf2iJl633xGeiH6kpcUgGAS3G0aPkWhpNrfKFQi5qK4tRBnRwJhhTUiSgZFuCTpFZfNY9rQPY2TBLiaXbuL9ncebsmtNFPNW21lcXPIYU7PW8kJTJyE9O62dgcwr2kK8RDhVXsbZ8ns8pF1qaswKRwl35JzB9cEVzI9VMyVey0bH4LR2ccnG3SVT+cRbyAXtO/lm40ZuGraAuJz+Ir4pO4tfjCpndkcHs/0dnN/YxH/L0ieGR20Sz450URrWGRrUGRnQ6HRIVOWkH7MqR6fGp5MVl8iKQ1lYIugwiKUx1SRYla8jG0m1LxsHwpV6nWBLydX8JrtBo90gLpGcyKc5fQwJWiQD2YAYOkHJIGbCDqBRNmhEw2dAiyHhlwx0E3a6BJVOg7AMJQkIyQYdJu/DTh2CdtiRpTMyKLHDZxA1YSvrsLDOTp1XZ3mpRllYYlO+bup9lndqnFwboyLHxjtlDvxOiSaPCQFhGBzj93NhQyNLipLetg/z8815BAyDi9p3cGH7Dn4yaDbD4kGqXeYSlG2Gzo8736BAD3Fz3gXoFtaM8ujgB46/8ax2CqpRzi7DfKGHyb5PmJOzjD/u+VHSxWUag3MnvURF0zjeqDiNhG7+9pSXHWLhURU88vIxNLWlv2515bgTbDQ3G7zxmmbWSSMQCA5jUiFHT/Wxywv7/lAU5Q7g/0h6BAJA9wo1vtTzUh/bAoBLURS5i5DYt43ur6soig1wdbHt7XX7HSEi+pHWFnj4gRhXXu1g1GjZQkiTxMqN5bT6vVx40icMLWljT0OBKctALJvHPv4aJ415m0ll5kUEwKbgDHbtLueSkkeZlf0RH/hPMWUXxs2j2nl8oM/kStsLFNBOK3mmbLc6yvi/3POYE9vNSZFKNtoHmZpcxWUbb+QM583sYcwKNTEp0sY6r7lwixankyVFRSwpLGRYJIpL04ja0s9AdUmizmujzmtjNclYc1NIELEnG601e8Bs8L8uYWpi3BOhDH2MugRtliZ+BwhKELRoG0y9v/r00WEH0eSCJldyrK3Z6cOX9qHL8PrQBLoMGNDsMX+8rS6JF4a7ksLBMEyHBUnAuFCIPw0fxi6Px5Lt7FATp3Xs4TtDjqXO6WOrx9x1AOB7ne9QoIf4Qe7ZhCXzOXZuInzP/nc+0qfxhm4+FAmg2FHHl0oe5dH6G/Fr+ZZsZw1dQ5GvmWc3Xkhcs5ITaHDOcRtYtWkkDS3mvTsA+QUwf4GNB+5L5laJ+glHBiIJ+tBjoPw2FUUZCzSrqtqWekpKPeIkqyYpXfaVSIqLDSTn27d2e7kJqW0VgEYyqbqi2za6vO57+16a5PqgmmbMfkf8kvqZQCf89aF4Rj+Ayt2l/OPFYykpsJbppxs23qw8lXerTiDH5bdk26nl8be6b1IXG2rJDmCHMZw7E9/AsNrjQpJY5RrBfVkLkC1m1xqSxBpfiWkB0X3cPR63KQHR29iCAYDFr2H//MGind8pH/A8WPjuDUniscGDkwLCou1qbzHfGjaPOqd1z/QrnomWBQSAhyjrDYUntTMtjzkzexVvtp5FVVhJv3MXnLYoJ4x+l2c3WBUQMG1cDVneKO+vtd6x++xFdj5arpn2EgsOD2RN7peHoP8YQInVvwbuT4UvAXyP5ER+O/A4cGaXikvXkPQIvA8sBRKKolwFoCjKNOBU4PFUIvUzwA8VRZEURckjWZHpn6nXeQS4WVGU3JRIuB14SlXVcJox+x3hifgciEbg2f8ksNnAQjEWABpbcyy75/extXFiRnYgsT08ISNLHRttWFsN3G9rstqMQHDEIEmEJItumhRmQgN7oo1cns5AQAC83npuRnYxzcWflt1MJGGtVw3AtupS9jbkoenWFwM2b9TZuF7kQQgEAtPcCDwAbFMURSOZxHyeqqoasEVRlBuBp1IlVuuARaqqJgAURVkEPKgoyg+BCMleD/s8D98A/kZSjGgkw6keSW37KzAKWENy+WsNcD2Aqqp9jtnfCBHxOZH4DF+n2XwIgUAg+GLJ/FqViYAAiMYcRGOZCa21a4SAOBIR5VgPPQaKrzDV4O2SPrY/CTzZy7Z1wLG9bGsDeuwWnCrr+oPUw9KY/Y34JQkEAoFAIBAIBAJLCE+EQCAQCASCIwZZE979Q42BklgtOBghIv4HvLziDxnZnX9KZnYAss98lZauOE02t+qJYtlatZUDjMt4zNZEZmEKHxdmZTxmXZb5WvpdKXftynjMIa7GjOwKLSbOd8VHNGPbTAniysiuJcM8G4AazVr34n3sDI3IeMzawPCM7GItwzIes3BveUZ2xTsz/V2Dc3dHRnZ67c6Mx4zuXZWRXabXaYFAIBD0jBARAoFAIBAIjhhEiddDD+GJGJiIX9IAwuXSWXhcgExSiIYUNeFxRTIY1SDLaa2EbFdbgUAg6C9kSSeT64wkGXi9Imla0DOyLvXLQ9B/fJ4dqwXmESJiAKHrEkfNCrNgXsiy7WxF5SsnLk3ddM0zKn8H/zf3D+S629Lv3AUJne+U/5pxvi2W7ACm2rZxgmOlZTuAo/TqjJYkXEZCLGUIDitMNzs8CIMSqSUju4lZG3BK1kPgxhRUMLZQtWxXVtDCGXNWY7Xik8+ncdUVbdhs4vcuEAgE/YkQEQOIeFziX0/kcerJnQwdErNk+/KKubgc8dRN1zw72kazumYO1856GI/dvHgxkHmz+UyuH36fZSERNLxc6X6BL7lew8p6QLYR5oeJJfw88TIeI4bNMC+Yvh1Yye873qJICwIpUWGCAi3C/7WtpySR/Gw8uvlavaOiAXxawrJd1y44Tl3PbLJoGNgzFU1CbJnHMChLBClNWBP+LiPBsdE9LAqrlj5vp5HgVG0Lv4q/QCEB03YyOnPt6/id7w+MsNVaOtaRniq+U34XM3NWEzPM57Rku/x8ZepjXDbtMarbzOdryJLOwmnruOW8F9nVYC2fpXxkjO9+qxm73aCzM8N274LDHtFs7tBjADWbE3RB5EQMMBoaHby8OIfLv9LOfQ8U4XLptLal/5o03ca/3jyZW85/gZrmQlo6ctjTZO4G/Pr2M8hxdXDVzL+xpPJMGoOlBGLpG9xt7JzBI3uv5/rh9/G33TdT4GxmWdvCtHZV+nBuC9zKz3wPUCy30aLn8Vz0ZGL03am2U/JwueNKfpJYzKPxR3hVnsIuqYB3bem7496bNYcbgx/zVNvz/Nk3i/mxPdyaczJamgZ3cWQikp2HGt/nDe8wBieCPJ4zjgpnXtoxjw22cGyohTWefGKSTES28WzukLSdrsdGQyxqa0T1+Kh1uDg64OfZglIaHOkncLOCQRJINDvsLOgMsN3tYp3XSyLNmA7dwG0YxCSJieEY+ZqO6nZQ47CZ7rCcm9A4NhCl3mmj1mGjyW5DN2NrGCzoDODAoMNmo0O20WGz0eywpz3u4dEw08KdXaSoxHpvFnudffccsBk6p3Q2UpyIkqfFydNibHbn8GLu4LTnxOiYn4XhGsbG/YyJdVDlyOEnhbPTvk2bobMoUsGC2G5mx2oJyE6+lneuqc93hN7Cl7XVnKpvJYcIt9kvoFky04TS4FTHci5wvcUQWyPL49NZnZiS3gwodDRxYdlTzMxdTUx38I89N5iyA4O5w5Zz5riX8TgivFZxJnHdXBfqXF+Qr570NiNKG+kIetmyy3xy+7y5Qc47twNZhldfy6znhEAgEAjMI0TEAGTVag9jR0f51i3NbNjg5pXXckzZdYa9PPbmyVx9xhJ0Xeb3/7mYcMzMyqHEs1su5qoZf+eaox7m/eqFLKk8y9SYGztn8Oje6/jGiD8QN5ys65hFUEs/uWk0Crkt+F1+6buP053LcJDgX9H03W6Dkpvv28/nam05t2jv0o6bLfIgGqW+P6OI5OCerGN4wzWKu/1vUmhE+E5gJb/LntunXafNyUN5k3guq5yb/Js5OtrIpOZWflh0NKqz76o2jxeMYHFOGccHmzm9ox4HBsPiIR4qHEVY7v2nt93l5b8FZYyPBDmhs5WiRJxbGnaxNKeQd7ML0NJMOkfEYhwVClKY0BgRizEnEGRllo91Xm+vtkPiCU7qiOA0DPat306MxOmQJbZ6nHzidfY6oT+5I0xBQsNpGORoBqNjSa9Lo13m/Sw39c6e32tOQmNMNEJxPMHwWIyCVDv3RrudZVlZ1Dt6/4xkw2BYLMKEcIC5gXZkwC/beCG/NK2AACiLR5kc8TMx2okOPJ03lDezSk1N6H1GnHOD1bgNnbWuIu4smE1UTr/qrSMxJtHKgtgeItj4ds4pNNjMVRELSC6O0yvJIcKz8gyWmhDOSSRkSWeIrZGQ4eIv4YtM2oE/kUehswmAd1pOoz1htiKcRFOwGJc9SiThYvnu+ebHDHoJhN0kNJlV2xR0w/zqbtUOJ7GYhKbBxs2ZV6ETHP5IosTrIYfwGgxMhIgYgLjdBrm5OoUFGjNmhHl1SbbprtUleX5cjjg22WDWuEo+3DTZlJ3XEcLnDOC0xTl2+Ics3XESUc3cjTjf0YqODY8tzOnFL/Ns/VfMjUmEgOEF4HzXW7wbn80efZAp2xg2GsmihAC/iL/MjY4vo6dZQQaISHY2OUqYE6vlksgWdttzeNozKa1ds83DdkcOeVqUUfEO7mpeyY8L57DF1ffEqtXuYr07lyHxMHlajCHxMD9s2MaDRaOpc/Q82TUkiV0uD7udbhyGTlEihoHE0FiEkzpaeCengEQv7/Vjn4+PfVAaj3NSR8f+VX0NiaJEggZHzyVzq10O/l7sAMPguECEXE2n1mGnzmGjwWHrU7hscTsAB5oEp/nDVLvsbHM7abTLfU7Ks3WNQfE4TXY7YdnNmGiUD7OyqHC70k7mr2/ag0/X2Ob2scvpocnhYHFuMZE0k/khsTCXte9iSDzMMm8RZYkI/ygYyRZ3+hKy5fEOruzYhhJr5z3PEAq1CD8rPIqYlF5ADE/4+VHgQ3L0KMscQ3nBo7DVUZzWDmCSXstv4s+zTB7NYMPP3faTTNkBnORYwRWul3g8cjYhw02LYa6cq0yCq4Y+RFR3sbjxXN5sPsP0mIXeJr467TGe2vBV3PYI4YTXtO2CKRspzvXzzyWn0eTPM23ncBhc9pV2lryRzd4aB7GYCC0R9I5Igj70EBpiYCJExAAkEpH5x6P5XHKRn6lTIoweFWN7lblY5LWVY2ntyOZLC9/j6Alb+XDTJMwkJgZi2fxp5beYP+J9Th2zhGOGLee96hNNjfle68ms65jFWSUvsCB/KUtbTqU1XpTWrtEo5MfBbzHWVs0Frre40fM0Pwp+EyNdqo4k8S/7MfzbNoej9Z2crW/kK9pqHrcfnXbMKnsB3809BaeRYEa8nrmxGsoTbey09z250iWJx3MUHs9RkA2d4YkAQxNBZENPK152uLL4k2vMgcM3DFwm8jkMSeKVvMx6HDQ4HPy7sNC6oSTxfpbbdAgTQG3K02AzDB4vzDIXwgTUOJ3UOJNhLj5N4/3sLNPjPlI0hHBKMOQn4rTZzfUT6bTZ+dBXxCpPAXFZ5p3sEprs5n5biwI72ebI5678mbgMjZBsJ25SQDza/hKPeybzqHcq2UaMNtlcuM052ga+k3iL39tP5lXbVLxGlKhk5r0aXOJawhnOD7gjeAs79aGmxoOkgLh62J/Jtnfwp+pbiRuO9L/JFFnOTq496iHe3Xkia+uOMj0mwLihezlh+noefOlcmv3W+oKcd66flhYbHyzzYjURWyAQCASZIUTEACUSkXn08TzmHxti2tSIaREBUN1Qxr3PXsCZR69i1KA6dtQNNmWnGzberz6B9XUzWFj+DjYpgWaYO0X8iXz+XXsVbzefznB3tSkRsY9KbST/L3QNg+RG8qRO2gxzEwhNklluG81y22h8RjTp7zQ5CY1JdlY6h7LSaX5ytQ9dkql25FDtMBdm1h1DkoiYmHx+YVgQEF1JF2bVF0Gbtc8j3MXjYFZAAHTYHCzzHTg3zQoIgHvzp+3/O2Lh0rnblsOl+efvD11qk8zH69dLOVzruIztclJMhiRzx+shwljbLr4X+C6NhjUxOS///f0CwkoitYTOlTP/xpbGybxXfYKlMQtz/Fx6wlKefnehZQExfVqY8eOi/OGPxQgBITCDCGc69BDhTAMTISIGNBIfLvdRVGShsk+KWMLBC8vm4XZaL8noj+bx4rYLkLBeZ70hNoiGmLmQpO7U6ZmtugMETU6uBILPHUkynfvQndXyyIzswnj4ZchsIvTBfNi2kI/a5xG3ICAgWbHt+S0XUdsxBKuT+VjcwUvL56Lusd6xu7AgweNP5hMKiRAmgUAg+DwRIuIQoLk5868pYiqxumfMhjAIBILDBwPZsoDYR02HdREAyaIQ66rGpN+xB95eaqZKlUBwAJETceihC0/EgESICIFAIBAIBEcMkvZFH4HAKiKcaWAilpoFAoFAIBAIBAKBJYQn4gskVPtBxray22zN9oNx9dGfIK0tYzOyK9HNlZXsCUfEXJOq7rQF8jIec2cmVY2A2qzhGY+Z42rNyC7LYb5rcXdckvV8mc9KNMMwmUA8s5wCgI5oZr+VaCCz8wDA1WKumEF3SutLMx4zv8aXkZ1zd0fGY+rVlRnZRXetynjMzK+b3814TMHhhQhnOvQQjoiBifBECAQCgUAgEAgEAksIT8QAw2YDTcRrCgQCgUDQL4iciEMPsw13BZ8vwhMxgJg01cOtPxqE3aK0k2WDay7bSWG+9fCUMUP2Mm7obst2YDCqoCoDO3DJkYzsBALBF0smZZ8BfO5wRnbFhRHcbuszvpxcG+MmuDMaUyAQCATmECJiALF1U5h43ODyq803agPQdYk9NR6+cXUVWb64JVunPc7Vpy+2LCRy3e1cN+dhThnzOlajFa8d/QBfL38Iu2TtWMc6d3Br0UNkyUFLdgCn2T8mF+t2PiOKy7B2nAKBWWR0HFg/vwpsbYx07LFsN9i9l5NKl1gWA6VZ9Xx52hMU+Zos2eX4Alyy8G1mjq2wZOew65x1Sh2Xnr+HSMRaI8Kj5/n4+W+H0NJkvb+O4MhA0vvnIeg/DKN/HoLPhghnGkDoOjx0XyM/+sVgTjkjhzdfM5/w+PrSUnKy49x41Q7u+8sY4gkZ3UTy2JZd5Tz65mlcffpi/r7kTKrrBxFL2EnXLMofyef379/GLcfeR56nnWc2XozPGSQQS1+z/Z87rufGMX/kRxN/yv2V30FGpzmWvtFcTbwMA4mHhvyAe5qvZWdsGHHDTqeebkyDufZt/MD1Xx6KncEz8flMsVWzThuddsyz2ci3WcojxjE8zmymUcNKRpJI03Habmg8FH+epfIoXrVNoMQIEMfGTjl9ku9krYEsI8YntkEkkDklUcUS+xhTnaQdhkY8dWzz4nvZYC+m02IjvpFaB3Z0tsu5lrpX2w2daVoTm22FRCRrl5ZRWjsRyUaD5EOTzK9t+IwYRUaQKHaikp0oNqLYTb1GgREk14iSQ4RsI0oOUT6Sh9Eq9Z2gLBk6ZXQwihZG0Uw5LaygnDelCWnHdBJnsm0XM21VzLBV0WZkcWfkq6be62B7Pcf61jDPu4ZcWyffqv2ZKTunHGVOwQoWlrzN6KxKfrXl56Z7wIzIq+a0ca8zbdA63tp+Mk1Bc4nfbmeUk2d+zAnTPqEz7OXZ9483ZQcweYKfi8/dS1FBjAf+Mcq0XU6ujSuuLmTGbB+frAnS0ixEhKBnJK2/Zo+9Xy8VRSkAHgaOAeLAI6qq/lxRlGqSC7qhLrt/R1XVxYqieICHgPkkV+uWATeoqhpOveb3gGtS9ruBa1VVrUptOx34f4APCALfV1V1SWrbaOCvwAhAA/6mqupv/xefQH8h5vsDEyEiBhihoM79v2/g9jsHkUgYxKIGy943U4FH4pmXh3LVl6u55vKdtLU7efK5YabiCLsKiQ07R7Fp5yjW70jf+Kk5VMzv37+Nm+Y+wLVz/kq2q4O7P/hu2glKUMviD+rtXDD0P/xs8u20xgr4756vsMk/rU+7kOHlD83XM9e7htuKH6ImXkbcsPPD+u+j09ekXuLOyFeZLFfzffczXOxYRqnczvfCV7FC63vi97R0FNuMMm7gA65lGe142EUBNxtfItTH5NxA4hnbFM7TNvO9xPtUSoWMMVq4w3EqL9sm9jnmCN3P1+LrGKG3s8FWymStkQsTW/iV6ziq5d4rXeXoUV4JPEu95KPalkuxHmJouJPnnWN5yjmBVtnTq+0Z8Womay0EceBEY1F8J9VyNm/Zh/GWYxgNcs8Ta4ehMVVrxmsk8JLg8ug2yowQFXIe621FfGIvZrWtFKMXMSIbOoOMIKfEq/labDMJJOolH5vtRfzZNZ3GXsbdR5YR4+/hlyg2kvffJsnL753HmhJdl2gb+E7iQwACOLjDcVpaAQFQTIAn+SdD8QNwDyfwJuPT2gFc4nif77pfAGBVYiw/j3yZRJ/nbpICWxt3lP6RUc49hHUX36q9k07dXMWqYwqXcc2ohwB4Ye+FbA+MM2WX5ezkwsnPMLZoO62hfBZvO8uUHYAydA8nzliLw6bxytK5JHRztxqvJ8Gxs1soKoixp8bDFjXH9JhDhjmYMCV5jr/zRuYVpwSCfuKfwF5gOFAEPKcoylOpbVeoqvpuDza/AAqA8STn0c8BPwO+pyjK2cDNwFGqqjYqivJ94ElgjqIopcB/gDNUVV2mKMpcYImiKGNVVW0EngKeVVX1N4qiFAFrFUXZpKrq4n5674LDFBHONABpbkrwwdJOLvt6ESefYf4mahgSbywtZcTQEPPmtDBtkt+07faaoWysHsUxE7ZyztxlyCZ9s52xHF7YfD6TSzcyprCK+SM/NHesyCyuO5fdoRGU+3Zy7agHybJ3mrJdETqKP7dcwWR3BTM8W7i24ElTdpv0kdwQ+gY6EtlSmLs9f2W6bUdau/XSUG6Uvsw9nMgI2jiOKv7FoxQYvYdHaZLMEpvCDc4LONV1NUVGCB9x7o6/yi/ir/cZIvWqYxxf8n6JM7yXsUkuxUuCOVotz4T+w83Rlbh7se2QXZyefTF3eOfztn0EuUYUHwkui23lkeBizoxV9eq/rZGy2CHn0ik58BjJFdzheifHJWq4MFZFiR7q0c5DgquiWzknvpNjE3VIGNgwkDBolj1Uynm9CojrIut4p/Np/hJ8nelaIwCtkptnnAq/cR/dq4DwGTG+E13O06H/8FLo38SwoSHxhGMK53kvZYljbK8CIsuIclFiI49Hn+K6xCoCONkqFXOB8wpesfUtKGVD53RjMw/zJC4SaEj8iHN4QDo+rWCR0Flk/4ivOd+mUc9hkzac/wtfRwxHn3YADinGBTmvUWRro1Pz8rumG9gVN9cZutDZzIklb1ITHkJVYDQv1l5oyg5gTOF2huTUstc/hP9svISoZi7HQJY1Zo1Tqa4vY2d9GR9XKKbHzM+LMXpkgDXr83h9aSnpPKJdmT7Ty57qGCs+CLB1k8i7EvTO5x3OpCjKYOBM4E5VVQ1VVZtUVV2gqmq6OL8rgPtUVY2rqpoA7gcu67LtXylRQGrbDEVRxgEXAhtVVV0GoKrqCmATcJ6iKBOBacB9qW3NwL+6vO6ARDf65yH4bAhPxABESxi0tWpEozrDR7oYPdZFVaW5pOlQxEbVziymTvJz2gn1rNuUi5kbcTxhZ+uuEYweVENpfjvHTNzM8s1TTI3ZECjlvZ0LmT/yA86b+ALraqfTGUsvfiKam9frziSquZiR/zFXlv+FP1V+x9Txbo6M5YHmK5jnW8OinDeoio3grcCCtHYJbPw2ehEzbFXMtFXxG/c/+Vb4OlQ9/aTsI0ZyMxdTngpj+SGv8yvjNNrSrF5HsHO74/SDwmYW6jt4XR7X5+SzVfbyrn0kq22DiUj2ZMgONpxoRHqZfIYkB6qtkD1yDglJolbOZq+clTakaYO9iA0kc3GmJJpZ6hjKRlshQanvPh0dkoubfQuT/zEMFsV3sNZWwh5b+rC255zjeNo5Hr/spkwPMCdRz2uO8v3hWL0RSX0O9zjnss5WxjxtNzVSDttsxWnHvFL7mKP0vfzXPoXr5Au4WNvIU7apRKW+J/NOI86L/AUDeJj5rGIkk6jjLSm9B2K8vIc73E9iR+MHkauwo7FVG0aI9JPyMc6dfK/4IZoSBdxQ82tGOGpYGzH3u5yQs4mbxvyRdxtP4rW6c8hx+NEMc5f848rf5ZzxL/PgRzfREc2hKZj+s4WkgLjy1CX43BEeenkRLkcMw6QQKMyPctPXq3jhtSF8vC6PeML8GtdxJ2Yz4ygfv/hxDaGgLmKdBQON6UAjcJWiKJcDOvCQqqp/Tm3/tqIovycZevQ8cCeQBRQDXYVGBTBIUZR8kt6JV/dtUFU1pCjKXmBSalt3gVKR2tYM1KiqGuq27ezP/jYFRxpCRAxADAPefr2DjetCXHV9MSeelkNVpbmExtY2Fw8/NorJ45NxxRPGdbK1Iv2E3kDi40qFdVVjmDdpEwsmb2CNOp5YIv1KaXskn2c3XcRr6hkcP+pdThn7Bs9tvsjEmDIb/DPZ4J9JrqON44qXMi57GxWd6WPLm7VCXuo8lZc6TyVH7mSmZyMuKZq2mVkUJ2u0sazRko3zbGiUSu1pxwPYLpWwnfS5G93xSx5W2EZYtgNYbyvLyC4kOXjbMTIj2412a4n9+5EkXnSmzzPZR7Ps3f93vZzFS870IXSQ9PI84Dp6///ftpsf80+2uWA/MKl91D7LlF1McnCbcR6bGYSRyreoI9eUrYMEz8eP5fn4XDQToUsHMLiu4Ale7DiVVztPBCRaNHON88Zkqdwy9g/8bcdNrG2bDUBIM9eM7kzlVeaN+JA/fPhd6jvNN83rKiAefuVcYgmHqesHQJYvzjeuruL95cWsWG2tyd+48W4u+nI+v/tlPZ0dIrtVkJ4vICciHygBoqqqTlEUZSrwgaIo24FngI+AZ4GhwBIgQjL8CaBrabN9f/tSj+5lz8KfcduARSwMDEyEiBjANDYk+O0v6jj+pGzcHolI2PyvaNO2XNTt2Ywut9bRWNNtvL9xGiu3TcDjipqeBACE4j5eU8/CYYuRDN80H4rgj+fzcu0Flo51Hx16Nu8Gj83IVsNGrZF5Z2LBIYaFRPHubJKGZGS3US9no16egaXE9+p/hJXf0T6qAmO5Y+NvaYmZ8yB0ZWdrOct3HUt7xFqneY8zRijq5vG3TrV03QCYPaONbZXZqRAm89hscOX1RTzyl2b27IpZshUcwXz+cSztJG+KfwJQVXWDoiivksxZ+E6X/fYoinI/yWTp+1PPdU1m2zfRD6Qe3RPdfF22dV899AFtaewGLEJDDEwGjIhIueceBi4GilNxevu29Vpl4HDHMODdt8zlCnQnnpDZVmk+p6Ir0biTaLzvUJZex9UysxMIBN3JTPQYyBkJCICtTX0n/vdGMOLhqaUnZWS79MPilL6z9n41DX51Ry3BgPBACAY02wEHyTnMvqx/A0goijJVVdUNXfaVgbiqqm2KotQBCrArtW0CsEdV1XZFUTantgGgKEo2MATYSNLrcWW3Y5hAstLTZmCooijeLiFNE4ANCAQWGRCJ1SkB8RGwtYdt+6oM3KSq6hjgBuBpRVGsx5UIBAKBYAAiZdyRVggIgVUkzeiXR2+oqqqSLM/6QwBFUUaSTLR+FVihKMoZqefzgWtJVmECeAS4TVEUp6IoLuBWDoQ5PQJ8TVGUoan//wBYlirx+hwwUVGUk1KveyowBnghlcy9Gvh+attw4PIurzsgEYnVA5MBISJSXEDPJ3GvVQY+v0MTCAQCgUAgyJjLSZZf3QUsBm5XVfU9YBHwC0VRVGA58ApwT8rmZyS9EFtIznu2Ab8CUFX1DeD3wNuKolQCM4CvprY1k5w7/T617dfAeaqqtqZe98vAsamcjNeBX6iqurQ/37zg8GRAhDOpqtoGtKXUeXf6qjIgEAgEAoFAYJ4vYAlaVdWdwIk9PP8WcFQvNlGS+RG9veY9HBAc3be9TVJY9LRtF3BK+qMeOIjE6oHJ5yYiFEW5lFRSUTf8qqr2VV7lkKwkYIbXN7+Qse3pUy/93x2ISVx6Zh1gnZFMkkqTlHRmVikoq21kxmO2l2SWaB3Ma894zFZfZnkvTe7ee1WkxdZ7r4p+Q7OWcLsPWyTzn7szmL7cbE8UtedlPGZeY2ZjehsyHhKprjH9Tj2g1+7MeMzorlUZ2QV3vZ7xmJ/luikQAKCJELhDDbOlogWfL5+biFBV9SmSXRKt0leVAYFAIBAIBAKBQPA5M5ByInrjoAoEKUQlgW4UFmX2Vcqy8BEKBAKB4AhC1/vnIeg3RGL1wORQEBG9Vhn4Ig9qIFFULHPX73OYNMW6Y+kbV1Vw2gm1lu1GDarl0hOXYpM1y7bzRn+Eyx6xbJft6MBl6x7ZZhZxtRAIACRJT/VysYbTHmdQYYt1O6fGMbOakSRrv0GbHU49w8Ww4VYa9AkEAoHg82JAiAhFUS5SFGUb8HbqqRWKomxTFGWOiSoDRzzNTTp/ujfIt76bZVlI/Oel4Zy0oIEvnbvL0k2+yZ/H8NJGvvOlZ8nyhNIbpLBJGjOGr+fn5/6akYW70ht0YcHQd/j98d/gqNKPUs+YO948RxsPTL2JhUVLkUiuFu37Nx2nZb/HAt8qZJJiyYY50eQkzmh7zf7/20mYPt7umB2zO7LJ9/hphOCyglOKMcRRZ/qcApDRGObZxQlF71DiNJ8IYZMSjMvfyoVjn+T4oW+ZtpPQGVNSxVePfppbTnjYUjnVsoJWLj1xKb+85hHiCfPXF68nwTmn7uX3P/0Eh103PaYkwbHznfz+j7lMn+lgz+7Mzn+BoFc0vX8egn7DMPrnIfhsDJTqTM+QbP3e2/ZeqwwIkmxYF98vJP74hwDhsMGO7elvvg1NHn517yS+c/02cnOqeH3pIDoDdtr8rj7tOkNe/vD0RVx64rvcccW/+dPz5zK4qIWVWyb0aacZNv609DqOH/ch3zvtXl7ZeDqdkSzW7p5GMJrVp+3inedRHxzM1yb9heOGvs2bu86k0NPEu3tO7dOuPZ7HY3u+xteGP8rFg//DY3u+xqy8NTyy+ypCWvqE3ZuLH+M7JX/nv+1n4pJiVMeGsjQwt0+bUfZaHiv+JU1aHq+Fj2ZdbCwXe5fyk/Zr8Bt9v88/Zz2IU0qwKj6O1YmxXO1+k1djR7E4Nou+mnGVS42c5VjPTr2YHXoxR9t2MEGu5c+xE6k2+m48NlhqR0MiYLjwSHEecD3Jq4kpvJKYSquFGgY/ci4mVwqzXBvFCm0UDUauKbvp8i6+41pClV5ClV5KlV5MpV5Ks9F3s0QbGr/0PUGB1Emn4aHD8LJHL+KJyPHE6DuJe75rA1/Leg2XFMNFnJDh5i7/ZVQkhvdp55Ki3FryNxR3FaX2FjxyhJ/VfZOa+KC07/OovFV8Zei/Gemtxm2L8siuK2mMpe/S7LJFuHLSw8wuW4HXEeaTxlk8v/1Lae0Apg7ZxJXHPkFhVhudER8/eelHJPT0Ce5OR5yrznidOeOTxfEeXXIyzX5z3+ckpZ2brqzE69XYvjOLD1eZa3zndMJN38pi9tHJhpX3/m5AN9EVCASCI5oBISIE/xu6ColEAn51Zyc1e9MLCX+Hk9/cP5Fbrqngtm9sZUtFDn9+ZFxaO0238cRbJ7G7cSO3XfpfXI449a357KovS2Mp8V7FAtT6sdx4/D8Yml/DnJFrufvNb2CkcY6tbZzD5papnD/2aW496pfIkk57pIB1TT1WyNs/3sq2Y1jdNpvjit7n2pF/YbC7jrFZldyx5ZcEtN4r6bzeeTyvdx7HHO8GLsl/hfm+NciSwYNNX+WfrRfR26R+W2IEx9b9mWNcmznDs5IrCv5EvhxgpquC77fdyPLolF7H/H+hCznaUcEcewWXu99lpK2RRa5VLI+P56fBL7NVG9ajnUPSGSq1scBRQbnczBCpDVkyuMyxglcT03ggdhLr9Z4nyH90Pc002158xJBTHqnj7Nv5pfEi72rjuDd2Emv1EZ+ym2ur4g7nYnxSFB9R8qUQXinO5Y6VhA0Hf44fx/2xE4n0MKE/176WyfJeyuVmyuUmJtlqOYUthAwnT8TnsifWW5Usg5FyI3McFcyxV7LQuYkyuR3NkPhX9ASejx7Tp4BwEeM493rO9KxgoXsdAO9HpvKDthto0vN7tUt+xnFOzF7BVM9WRrn20hgv4Prdv2JrdEyfdgBeW5Dx2dsYm1WJTdL5a/U1PF93YVo7gAJ3M4OyavA6wuxoH819a29DN8yE+RjkeDrIdneiGxIPvXc1rcECU2PaZA2PM4puwKYdI3l/Q+/nbHckKenP0jR47L/lpr0Q+xZzw2GDtWti7KoWXgjB/x5J5C8ccoj8hYGJEBGHGaGgjqZBbp7MJV/1cPf/M7eSF4vLtLY5mTC2gzkzWnl/RTub1TxTtnUtBWCA3aZzzZlL+PljXyWeSL/S2RwopNZfxsii3Uwduplzp73Gi+vPSmsX1dysb5zJwqFvkePq4Jszf8svPvoVO/1j+7TTsbGsZR6z81ZR7GxCyarg1xNv50dbf01noq8Vb4lVoWkYwCjnbkodLdxU/ATlrr38sv4bxAxnj1YJ7HwYncbK6CTcUoxpzu04iXN3/p/4d/Bk/tx5PvEefoLVeinV0VKeji5gtr2Cu3z/ImC4iRl2vuFZzF/Cp7JB+3TZ3Aq9jB9E961OG/zR/QQjpBa26yXsMEook/2oeowInz7eiyPX77cbL9fzF/cTrNJG7vco1Bl5Pb7HSr2EX8XOIGg4CRournB8xCi5mecT03ktMYkg7l4/VUWux0DircREdhlF3OX6Ly8mZvJobD5tfXg/jnds5oGsh1idGMuq+Di2hwex0LmJO4NfZps2tFc7gO/nPM6lvneoSgxmcfgYnOEEK6KTeDx4Kn15eXLlDi7Jf5UL8pZQEy/jHy0X85X8l7m19naaEn2XBHbJEc4ue4WLBv+XTR1T+E/NJbTHc3m5flGfdgAOOcqiMc9w2shXeWXHedR0DuNp9XKimietrdcZ5Kpjn2Bk4W4eePc6hhfsYVPtxLR2AIMKWrj5gpeoqhnE42+exPrto+nr8+nK3KOa+OqF1fz5kbEU5MXYU2POk2Wzwy3fzsLrlfj1nR10dopZg6CfEKFHhxziajAwkYzDLCisqenIuPP01Sdi2Agbl3zFw4xZTn72ow4q1AP9HXwjTuvVTpYNZk9v4exTarDbDe74zVQS2gHPgGvEnF5tszwh5k/ZzMLpG1hbMYb/vHv8gdcd3HefiCF5tcwpX8OckWv596qL2VhzoI+gMaj3PhGypFGeu50pResZnl3N41u/TmskuX8oTYSIXYoz3LOLMVlVSOi80Xjafi9Ie0nfPRskdAps7ZQ6mvFr2fvDWD5Ln4hYhn0itH7oE2FDQyOzZFYPMcI9iJT99NInwo6GHa1HgQMH94mwoaEj7f++sqUQnYaH3ia5XftEzHFuYa9WTK2WDK/JkkIEDG+Pdr4ufSKK7S3cVPQ4/20/ky2RsUjoOKU4UaPnsL+ufSK+NepeilxNPLb7CiqDCk45Skzv2a5rn4gsRwc/n3cbjaEy/rHpBhpDg7BJCTSj57Ufqa55/99jS7Zz4/F/Z0udwuMrLyESdyNh9Ojp694nYtroKq4+cwkvLZ/LWx/viyLt+bPt3ifi1IV1nHlyLX/8i8LO3b2H7XXvE9FVQPz+rk5ifeR9L9mQSaXwQ4/i4mxRGL+fOP12f7/ME5bclSu+s35izIJv9ct3tv2DP4rv7DMgRMQhiplmcxMm2Zk5y8ETjx2oaNSXiNiHJBlMndhOPC6zpeJADHRfImK/LQYTR+6iqnYwkVhyQphORBzAoNDXSkvwwMpuXyKiJ/t9k510IqIv0omI3jhcRES/cgg1m/P9j5rN9SUautO92dz4gk1sa52EGS9AVxExcdA2stwBVu3sK8wvSVcRIUs63/nSs7y64mi27u47NwQOFhGTx7dzxZd28oc/j6ehqW9PSXcRcf3NPgoL5bQCAoSIEHx2Tv9+W/+IiP+XL76zfmLU/P4RETs+FCLisyDCmQ5jtm5OsHVzIhmfbOHnZxgS6zf3HRveqy0Sm6tHZmQL0kECIhN7gWCgYVZA9MS21skZ2W2pG5+RnW7I/P7p3nN9+mLTtlzu/N0UQmHrt5Ulr0Soq9XSCgiBQCAQDByEiDgCOMycTQKBoF/JVIxLGQkIQCRQCz5fNHG+HWpYKUst+PwQIkIgEAgEAsGRg6jOdMghvrGByYBoNicQCAQCgUAgEAgOHYQn4hAl0+TC0yadl/GYeiSzJuGuYPqE7N6wdaavv98TvrbMM6u9DZkl4sZyzTXi6olodmbu9bgr8+TohOPzd+nb45lVfXJEM0vIBnB1Zjam05/52pfUllmTNKPJfPfq7iTqt2dkF927Kv1OvRCq/SAju9c3v5DxmALBZ0aEMx1yDJQ+EYqi/AHoXot+NHAiYAPeBKq6bIuqqjotZTsbuB8oAuLAXaqqPpbaVgT8HZhM0vHyEnCbqqq6oigy8DtgX13wzcDVqqo2p2yvAG4HHEALcLOqqqv/l++7N4QnQiAQCAQCgUAgSIOqqt9VVXX8vgfwDWATsDy1S03X7V0EhAt4HrhXVdUxwDnAfYqi7Ovi+RBQC4wBpgPHAzektt2U+v80YCxQAzyYet2pwH3AuanXvRt4TlGUPmqt/+8QIkIgEAgEAsERg6Fp/fIQ9B+60T+Pz4KiKG7gz8CNqqqmOwFOAlBV9anUv9uBV4EvK4qSDZwH3K2qqqGqahB4GLgsZXsF8LCqqkFVVQ3gHuB8RVF8qX1eVVW1MvW6T5OsjrHws707c4hwpiOc6TMdbFgXt5xn5vVqxOMS8XgmOvRAPweBQHBkIMsin1UwQNDFhP9QY6CEM3XjOmCTqqofdXkuW1GU54AJQCvwC1VVlwDjgcpu9hXATJLeBTg4DKoC2Nd5d3zq/3TZTwbGpbZ93O11K1O2b2TwniwhPBFHMHY7XPIVLz+6Mwev19qk/oyTm/nVHVUMKo1asivICfDrm59h3Ig6S3YAp0z7kEnDKtLv2A2PI8SYou6/XXPY5S+gIZtAkBaDsrxGJMnarNxhTzB93C5KC/2W7FxOnXnHtHPCAmt5UXY7HLfQxbe/l4Xzc3GuCwQCwWdDUZRLFUVp7uFR1WUfF/B94OddTOuB/wC3AhNJhhY9ryjKWMAHhDmYcOp5HxBTVVXvYRvdbVP7RbvY9va6/Y7wRBzBJBLwk9v93PjNLP7f3bn8+ucdNDfpxE3Mm597uYR4XOZXP9nOP58YzAfL8/F6NUKhvpNYWzt8vL5iCrdd8RofrhvHU68fjdsZxx/wph0zEnNxy1n/oqp+OI+/t4jmzjx8rjDtwb4Tmofm7eH2U+6iunUkz62/kE11kxmWv5s9bSPSjGhw98nX0xAcxOs7zmZt/WyGZO+lOVRCONH38c4qWsmc4hUsb1jAxrZpyBiMy93Klvapad/nsQXLqA6NpDYyGJCYlbeGjR1T0jYtk9AxuqwLjPDsQgKqw+ne58HIaCzIW8kK/1HEDGszv6lZW+hIZFEdGYYVb1OevZ2xvip2hkbQHC+0ZDstdx0Jw057PA9/PJdAIsuUfZG7keG+aiQpucQlYeCP5VHZka5Rm8HEoo3kuVvJdfnJdbWjGxIvVlxMVOu7U3OBt4UxxdsZklvDkNwaCrOa+fear1DZpPRpJ0k6yuCdKEN2oAyuZtzgnTz14VnUbyhJ+z7zs4PMnFDNjPG7mDKmhlWbRvHAf05MaydJBpMnBjju2HaOntWBv8PG9346Nq0dQGGhzKlnujn1dDd5+TJ3/MBPJGLKVCDof0To0SGH/jlGL6RCjtJVrzkNaFFVdV0Xu23AjV32eVZRlNtS+waA7jcIX+r5AOBSFEXuIiT2baO7raIoNsDVxba31+13hIg4wonH4b4/BDjvQg+/+UMeb78ZoaFe5/XFfd/xDUPipdeK2Vrh41s37mbKxAAlRXF+c+8IIpG+hITEex+PZ33FML6+6AN+939Ps7cxn4+3lPP2qol9jvnB1tms2j6VRXPe5q7L/sDq7VMYVbqHO5++hc5wVq92lU0KNzz9MCcrb3HLcffRHCwi2xXgTfUUXt50bp/H+qN37+GEEW9w5dSH+casP7DLX06xt5FfL/8FNZ3De7VsDJeS0O18a9LvyHe1sqppLgvK3uWlXRfwz4rrieruXkbUuWDIc0zO2YRm2NjUMZkiVzO5dj8P77yetxpPPkgodOXrQx/n0kHPUBsdRE1kECHNy6LSxXzYdgxP1HyJNR0z6HlybfCLUb8lorsI627Cmpuzit4m19HBO63zWNJyAqv8M9H49Pc63LWXUd7duOUIHjnCtOzNLCp+g6ZYAR93TGV1x3SWth1LW6KnDugGufYOBrvqGOqu4Qej7yHHHqAz4WNHqJzHay/h3db5vRxz0n6oZy9nD3qFs8oWA6AbEq/Un80DVd+gM5HTi13StsTdwM9nfR+PPbmIs7T2JO7fcmsfNklkSeOkkUs4dVRyTLVlAnct/1laAQHgdYa45bj78DrDdESy+fUbP6KyaVxaO8OQmDfhY06bvgyAR945n7c2zEtrB+B0Jvjy6SvJ8kbZVl3Gw88uxIzIMgyYPjnA8fPaSSQk7nlwOOGwuUpXsg1OOS0pIF57JcymDcKjJxAIDisuIllBaT+KopQBTlVVd3d5WiZZiamCpIeiKxOADaltGsmk6opu2yBZjUkB3ts3FJAA1C7b9h2DRDLEaZ9tvyIZh1k746amzsPrDf2P6avE69mL3Fx9fRbhsMH/3dRGY8PBoRLewQt6tMvNiXPXT6soKozz4Ypc7nv44FVo19DeSrwafOmU1Vxw0sckNJnf/OMsNlUNPWgPW1nPJV5L85r41VfuIccbZGfDEH7+n5sJRg94B6Tinku82uU4Vx79T86YuASA5zecx+OrLz/oeI38ngRJcvX5jvm3k+UMEop7uXfVD1hRc9z+PWK5PU/uh3h3c/nYf3DKkOSYe4PD+N2GH7Gpbfr+fbqXeJXQGe7dzeScTXxrzB/JsgcB2NIxgT9V3cw6/wzg4BKvNhKUupoY4q5lsKuOY/NXcWLh+8lj0x280Xwi9+26gbZ4ckK/r8SrhM5FJa/gsSWFgEeOcHbxmxQ62mmKFbCmYxpvtC7k3ba5dJ98nl+8mNMKlxJJiQ+vLcxx+StpiefxZsvxLGk5gfWBifvt9pV4tUkJ3ph9Hm45Sl20lNrIIIZ79lDkbGFx42n8u+7igzwoXUu8HlOwgouGPMOknM0AVATGMTt/DWvaZvGnqpupCBy8qr+vxKuEzozCNcwt/YBjSz7AaYvhj+WR52zjvs238X79wavz3Uu8lvlqOKX8NU4qf42OaC6lvnre3XUyf113Mwn9YI9N9xKvhb5mFk15kRPGvsOe9mEUeFv5xZKfUOM/+HzvqcTr4IIGLj/+RcpL9hKJu3hv82yeX3nqp/bTeijxOmXMHq678D32NuQzuLiNHz94IZ3Bg8VOTyVeJcngwnMbOfOUFnZUe1izLpslbxV9ar+eSrzm50t8/44cAp0GXp/Ez3/8aS+EKPGanuLibJE41k+cdm1lv8wTXv/rWPGd9RPFR3+7X76zppX3ZPSdpUKbfqyq6pNdnvsGyUpKC1RVbVUU5STgRZL5CbXAduBOVVX/qSjKNJKiYI6qqhWKovwbiAFXAbnAh8AfUvteB9wMLAA6gMcAXVXVrymKMpFkZagFqqpuVBTlWuAHgKKqaiKT92YF4YkQACBJEA4b7NyRoHyUnZv/L4uf/rADMxrT7dJZsTqX+ce0M3+un83bsnj7vQJTY+5tzGf5+jFMG7ebb1/2Onc8eAG1TT2tWnfDkHh5zYkog3cybvBObr/wIX7535uIxHte4d9HQrezuW4ygWgWQ/JqmDl0LV5HiL+vuAbN6OvnINESLuLRjdftD2GZN/Q9wgkv6xqO6nPMmtAwPqw/ng0tM0AykIDhWdVUd44i0MtquYHMrtBIQpqXP27/Fv547v5wHX+85/AtDTu10UHURgcB0BIv4NXG09gZHkFtpAytl5+7gcx/Gw94ZDxymD3RwXzcMTVtWNLzTWfyfNOZ+/8/M3sD/64/nzUd03v0XOw/VsPOJZ88Qku8YL9n5ZySxXzYNne/yOmNjngObzaewj3bv01NeAhl7nrKvTtZ0fppkXPw+5S4ZNTjqP4J/OKTX6L6JzK7+CNU/wT8sb7HPG7Y29w0624+2HMiv/rwV1S2KRwz+EM+qu1ZWHflmrl/ZeGYpbxfdRy3vvAHbLJGJO6mNVTYp53PHeRLxy7h+EmrePXj47n3la8xpKCBHQ29e8D223qiXHbWcmYou/jniwtYuWkUg4raPyUgeiI/L84t1+3B7db5wc/GkEhItLaZu1WMGmPj9p/k8OG7Uf71SAifTxJhTAKB4HBkKNA9ufPPwGBgpaIoGuAHFqmqugtAUZRFwIOKovwQiJDs9bDP8/AN4G8khYZGMpzqkdS2vwKjgDUkb3JrgOsBVFXdoijKjcBTqbKudakx+11AgPBEHHGYaTY3YZKdM872sHFdjDdfP5A43ZsnYh+ybDB5QoBjZvt54dUSGpuSq7O9eyIOYJM1xo1oYHBxO++snoBhJCeDvXkiDsZgUH4TsqRT01oG9O6J6PG4JQ0JY7+I6NkTkZ7ePBFmEM3m+uaLbjbnsYcwgEiaXJh9dPVEHDNyBWqjQlsovbDu6okYUljPeXPe4skPzqY1kJfWtqsn4pZL3yShyfzr1XkEQn0L666eiLzcOL/9+XbeX57Hk8+Uoml9n9NdPRFz5jq55f+y+Mdfgix9u++CC8ITkR7hieg/Tvv61v7xRPxjgvjO+onCOf3jiWhZlZknQpBEeCIEn2Lr5gRbN3dartik6xIbNmezYbP1js+abmPrzsFs3TnYsi1I1LWlTzDtDd3IbJIpOHJIl0jfFx9Vz83IrqaljAdeuyz9jj3w0DMnEE9Yv7y3+x386vcj2bUnvceiO22tOr+8swN16+eyACYQZIzo6XDoIb6xgYkQEYJeCYWEU0cgOBTJREDsIxMBAVD5+XjPBQKBQDBAECJCIBAIBALBkYMuBO+hhibWNAckotmcQCAQCAQCgUAgsITwRAgEAoFAIDhy0IQn4lAjITwRAxIhIo4wvoiqKOfM/W7Gtq62GRnZOZrMVHXqGTmvLCM7V+6n6+ibtvVlmLjrstZR+iBsmVc8yhhNT79PT0SDmY8ZDGVkZvibMx5Sa6/PyC7e/OleD2aJNnySkd3LK/6Q8ZiQ+W9bIPiiMISIOOTQPseO1QLziHAmgUAgEAgEAoFAYAnhiRAIBAKBQHDkIBKrDzlEONPARHgiBJ8rLpfOqPJYZrZOceEXCAQCgUAgGAgIESH4XBk9Ks5dv2rmxuvbyfKZj4+XJIO7f/Iut1y1luJCazHu86dv4brzX6essK3Ls2aWNQxOm/UBBdntFu0g1+PHLnfvJp3ZUopEhnkEGY732W2PPGyyht1mvnu4JBnk53SijNjLhPI9pu1kWWf44A4Wzt3Nl85W8bjNjSlJBiNHxFl0ToAffr+FSRP77igtEBzWaIn+eQj6DcPon4fgsyHCmQSfK1u2urjhG6VcfZWfh//cwCOP5uD3y1TvctDY1PvpaBgSP/rtfL50tsqffvE2by8bznOvjeXEY/fwn1eUPsfcvmcQE0ft4d7v/p2N20fw4ntzUEbU8P4nk2hqy+3Vzu2MMm3UNq45/Rm27hnFu+uPpiPkY2hxAy8sPwn6SPS6YPYLnD1zMet3TeHjnTP5eOdMLpv/b55ecTF7Wof1apfnaeOnZ/+EysZxVDaOZXvjOKYP+wSbnODlDYuIJty92h4zchl5nnYaO0toDJSi6Taun/cAL208n7V7j+r1eO1ynEJvM5GEm0jCTSzh4qZ59xGKeXm36kR2to7u8712Zfrgj7lg6n9YXzuD9TUz2dE62lRHcLsc5/ZTfkE04aK6tTz5aCmnMVCaduyTlDc5Y/JiWoMFtIUKaA3l817FCdR3DOrTLsvdye3n/pYsVxBNt5HQbby16STe2Hhy2jHPnrOUc45ZitcVweMKs3b7JP74wuUktL6T1QtyO7j9ymcZNaQBp0OjYtcgfvmPi/u0SWJw4ZmVfHnRVlxOHX+nkzt+N49wJH1yfGlpgp/9pIXhw5KTnHvvz2PzFpeJMQWCwxNDMy/4BQMFMeMfiEjGYSbFmpo6D683dBjQW3WmyZOi3HRDOyXFGq2tNm79QREdHQdPOF2ln67OVFwQ4tJF25g/uwavJ8FTLyo88cIEuk78HEWfrs7kc0c49Zh1nL1gNfk5AQJhD7/828VU7B5y0H7dqzN5XWHmTVzLwmmrmDSiErtNZ5U6hXuf/xodoaz9+0ndqjMVZzcxq3wts8o/YcbIdXicYTTNxlMfXcx/V15EvOuEM1WdyWmLMm3oOsaWVDKmpJKxxZUUZzcB0Bwo5IlVl/P6ltMPTMy7VGc6dfxrzBq2mpLsBkqzGsjztiFLyZ/DrtYRvLjxAt6uOOWAELElHZHD8nbx+3NvwWWP4rYnV6g1XcYmJz0gu9uG8/KW83h1y7noxsFC75qj/8ysYatSthFc9gg+5wFP0erdc3hoxS3U+FPCKVWdKdfTxlkTX6Eku4GSrIbkv9kNOFOr+Wv3zOKFjRewetfRGMgQPRACl+3uYGxxxf7PaFxJBaU5DQBsrp3IP1dczabaqQcO8qDqTAaD8+s4qnwtM8vXMm34BtyOGPXtJfzpzRv5eOesA3v2UJ2pMKeN46es5oRpKykvqyGesPP3JRfyyqqFdD3/9B6qMw0ubuGcBas5ac4GPK44y9aP554nziUaP3Ae9FadaeqEJi6/YDPjx7TR5nfx49/NZ3dNzkH79FSdyW43OO/cAF+6qJOsLIN/PprDf5/NPmifz1adSdBfFBdni3I0/cTJi97sl3nCWy+eIr6zfkKa+e1++c6MtfeI7+wzIESEoN/pq8TreecGuO4aPwBqhYPbf1xEJHIgyq4nEQGQnxvhV9/7gGGDAwA8s3gsj/53Evsmcj2JiH2cNX81N1z4BgDRmJ17/n0uy9ZP2L+9txKv2Z4Av7ryXkaW1iDLBs3+PH73zNVs3jUW+LSI6MppU9/gquMeRdPtJHQbOxvLefCt62jsKE3u0EuJV5c9zF3n/QCfM0hrKJ+2UAEba6YeEBJ9lHidP+o9rjz67/tX9atby9nWMJHmYHFyB9unoxkldJz2KHec8hMSuoN1NTNYXzuD6tZRycl8N0bk78DrCBNJuIgk3JRl13PtMX/mvaoTea/qBOo7Bx9skBIReZ5WLp35bxoDJTR2ltLYWcrpE18F4MWNF7Crtfxguy4i4lsn3s3ooioqG8dS2TSO6uaR3HT8Azyx6jJWVh/Dp7wIKRGR72vlD1/5AVnuAGt3TefjHTPJ87WT6+ngX8u+QjR+sJenq4iYNXYTF8x7k3FDqlmpTuXd9XM4YdpKnlt2KlV1wz/1uRwQEQZTx+xi0cKVTBq1h7dXT2Vj5QiUkTU89uoJGMbBx9pdRCijW7j8gq0MKevkqZfGk5sTZfnqIeytP1gIwKdFxLSpEW683k9Hh8yDD+Vx/HEhHv1Xzqc+HyEiBiZCRPQfJ529uF/mCW+/cqb4zvoJaUY/iYhPhIj4LAgRIeh3+u4TYTBkSIJpU2JMnRIlkYB7788nkUj+rnsTEQA2m86wQZ2MGtHOqOF+NqlFfLQ2OWntS0QAOOwJivI6KC1opzi/g1Wbx+IP+ID0fSIkScfliOF1RXA7otS2lgBSnyIiLf3QJ0JC73Hiv58eREQSA1nSPuV1MINDjhHX++hd0UefCIctRlzrxTbaezK+XY6jG3LvYVP7PREG4wepVNSP3b+vwxY/2CPUha4iYo6ygSxPkBVbpxOOeoBkHoSm9zzmPhHhcsT5zS2P8d7aSbzx0XRCETeypKMbPX/2XUXEKQuqueKizTzzqsLid8qJJ2xIkvEp4bGPAyLC4LbvtDFtapS//TOXd9/zkBQOBj2FaQkRMTARIqL/ECLi0EOIiIGJyIkQfMFI1NQ4qKlxsHiJDzCwpQ+hB0DTZKr35lK9N5d3llkbNZ6wU9dcQF1zgeUjNgyZSMxNJNZ7fsJAoE8B0SdSRgIC6FtApLPtTUCkIaGbbZonsa1ufLcxzdmuUqd+6rneBERXonEH37776oOe601AdGfZmiF8sGookeiB76I3AXEwEh8s8/DAQ3mEQvJBzwsEAkSJ10MSsT48EBEiQjDAkNC0L/oYBIIvnlA4847iH630/A+PRCAQCASCTyNEhEAgEAgEgiMGUZ3pEMTItNS5oD8RIkIgEAgEAsGRwxcgIhRFKQAeBo4B4sAjqqr+XFGUIuDvwGRAB14CblNVVVcURQZ+ByxKvcxm4GpVVZtTr3kFcDvgAFqAm1VVXZ3aNhu4HyhKjXeXqqqPpbb1Omb/fgqfgcMsf/dwQTSbEwgEAoFAIOhf/gk0AsOBo4FTFEUZBzwE1AJjgOnA8cANKZubUv+fBowFaoAHARRFmQrcB5yrquoY4G7gOUVRnIqiuIDngXtT284B7lMUZUrqdfsaUyAwjfBECPqdz1L95dTxZ2Rk58qfmPGYjtyRGdnZc4ZmPKbsy6yyk+TIPPZdcn7+cfNGLJyZXTwzOwA9+Ol+D2ZIdOzNeMy4vzoju2jblozHfGPbaxnbCgRHEp93OJOiKIOBM4HBqqoaQBOwQFGUbOA8YELq+aCiKA8DV5EUC1cAD6uqGky9zj3AFkVRfMBlwKuqqlYCqKr6tKIofwAWkprbqar6VOrf7YqivAp8WVGU6jRjDlAGrpPkSEaICIFAIBAIBIL+YzpJL8RViqJcTnJG/BCwMrW9qsu+FcCk1N/jU/+ny34yMC617eNu41SmbKXU312pAGaS9Gj0NaZAYBohIgQCgUAgEBwxGHrvfWf6iXygBIiqqjolFYr0AfB7INYtFyEM+FJ/+1L/ByCVJxFNPX/Qtm62Uh/bfGnGHJiIxOoBiciJEAgEAoFAcOSgxfvn0TvtJBsd/AlAVdUNwKvAiYArlUC9Dx8QSP0dAPbHnSqKYgNcqecP2tbNNt22vsYcmBh6/zwEnwkhIgSHDGefK+PNYK2kqDCO0yEuFoLDC0kCp+uLPgqBQGCC7SQrKHW9gxnAGkAjmeC8jwnAhtTfmwGlyzYFSABq922KokgkQ5w2pLaN63YM+163Is2YAoFpRDiT4JDA64Nj58vceLOd557R+O9TGh0dUFQMzU192154fhtnnt7Ba6/n8PLiPGpqnAwZHKOmtu8OyUMHB/jV7at4d/lg3l02mJ27s8nPjWEA7f6+Z2/nnrQBXZdZu3kotY25gIQyqh51R1mfdtneEEPLWthZU0IkmhyjfEg9Le05dAS9fb/RbjgdcSaU72Z9xSisdiueOmY7expKaOvMsWRXkt/K4KIWNu8cSTxhpVmawbHTtlLfnM/u+mISmvlLU/mQBkoK2mlpz6GpLQd/wIuZ92u3aSyYXUUsbiMas+9/VO0uQtP67kY9YWwbI4Z14nToOJ0aTofOByvL2FOT3aed16tx/IIAhYUJCvITFBYkWLfBy/Mv5qU95ukzJaZNlxkxUmLECIn2dvjpj+PEomnfqkAg6IKhfb7hTKqqqoqiLAN+CPxAUZSRJBOtzwOGAD9UFOUqIJdkRaZ91UgeAW5WFOVpoINkOdenVFUNK4ryOLBcUZQpqqpuBK4h6U14n+TFJKEoylWqqv5TUZRpwKnAj1VVDSqK8kwfYw5QxELgQESICMEhQSgIP/xeglGjJS6/0sbTzzt5+UWNBcfZ+NH34+yo6r2G9MN/K+Gtd3I45yw/Dz+wi23b3Egy1NQ4uP/BEuLxnh1ytfVe/viXKRw/r467f74Cf6eTdRsLWTC3jt/9aToffVza65jBsIsFR23nmkuWEwo7+GTLMCaNrWNvfR5/+tdx1Dfl9mg3pLSVW7/2IkNKWqlvzqNqbxm6LjFnciXPvjWXZ986hmC456pK99z6MAW5nTS35dDYlkdzWw5nLVhFc3sOL707l7dWTd8vTLoydthuzlmwjFjcQTTmJBp3MG7YHmZN2MbG7aN5d+0MPlw/lY5g1qdsp42tJC8rgNMRx+2M4fOE+dqZS9B0mc07yvmkYiwrN09iZ+3gT9k67HGK8jooLvBTnOfnzAWrmTq2moQms7uuhA/XTeTp148nFu9ZjDjscUYObmKaUs0NF7+x/3m1ejD3PH4223d/esx92Gwa40Y1ctHpnzB+dCMAe+tzuf+x49MKCLcrwfix7Xzz2k0A+Dsd3P3g1LQCAiDLp3PBeW2MHRNF1+Gv/ygyJSAAhg2XuOb65CV72QcaP/1RgqgQEALBocLlwN8VRdkFBIHbVVV9T1GUDcDfSHorNOApkuIB4K/AKJIeCyn17/UAqqpuURTlRuApRVGcQB2wSFXVBICiKIuABxVF+SEQIdlfYl+S9jf6GFMgMI1kHGYNPJqaOg+vN3SE01uJ16HDJH58p51Jk2U6Owy+f2ucjesPfPW9lXj1eHTOPrOdb9yQdF9s3Ozmpz8fQmvrAT3dU4lXWdaZPqmFay/fyvixfgBefG0Ef35kItFY0ranEq+ypDN6eDPHzKjmyguThTiiMRv/fukonn51FvFEcsLavcSryxlj5OBGxgyr54z5axlfXgtAZ9DNf944lmfenEs84TioxGu2L0RJfjvF+X6K8v2UFbVx8ckfIssGmi6xbecwHn7mTLbuHA4cKPE6qKiZoyduwemM43LEcDniTBq9k0nl1USiTjZWjWLNtvEsXjaXaPxg7823v/wUBTkd+8VHLO7glDmrMQyJVVsm8O7aGazaPHG/3b4Sr3OnbuXOGx7HH/DS3J5LU1suPk+EaeN2snrzWF58dy6rN41DN5ICr2uJ1+sufIPZkysZVtZCU2sO2/eUMXnMbgIhD4++vJD31kzCMA4Iw30lXvNzg5x8rMr0iXuZqtTS2u6jpjGX6RP2Jr+PxTOJxw+cB11LvLpdCY6e1cjCY2s5emYjVdU55OTEaGjy8P/um0FLm/ugz6VriVdZNph9VJBFZ7czfVqIj1ZlMXtWkF/8ejCr1hwcn9e9xKssw3ELZS6/0obXK9HcbFBXY/D/fp1A0w7aVZR4PcwoLs625j4UmOa4Ob/vl3nC+6tuFd9ZPyFNvrpfvjNj09/Fd/YZECJCMKDpTUR4PHDJV2yMGi0xYqREcYnEL+9MsPzDpMuzrz4RM6YHmX1UiMKCBAUFCXRN4v4HS9hbk5zo9tYnwuHQOO+MaryeBE6njtOhUd/o5fnFI9F1uc8+ERNG1zNpbB2RmJ1YzE4kZmfX3kJ21RYAvfeJkCSds4/7mGDYRXMqXKelPXv/6nxffSJGDGpgfPkeduwdxK66kk+t6PfVJ2LhzLU0teeh7hpuKbQoL7uTmUoFKzZOIhx1f2r7PhHhsCcA46CQp5kTKmlszWNvQ/Gn7bqIiKOnVBAMu9ixt5RQxI0k6Rx/1Gbe/3giuv5pL8I+ETFicCuXnv0xn2wZyrqtQ2lsyaZ8aDORqIO6HjxDXUXEL29fRW52jHeXD+b9FYNoavEwfXIz6zcXYhifvgftExFlZTHu/d0eIlGZl17J4403c0CC3FyNmppPh9N1FRHzj5O5/iYbug7/ekRj6ds6w4ZLVO/s+RInRMThhRAR/ceCWXf1yzzhg49vF99ZPyFN+nr/iIjN/xDf2WdAiAjBgMZsszmbDUpKoK4u+X/RbM6ErWg21yddRYTdrpNImK9DsU9EyLLBpAlhNm72YCZkqauIWHBccrwPP9Axc5kWIuLwQoiI/kOIiEMPISIGJiInQnBYoGkHBIRA8L/GioDoiq5LbNxsLSF+Hx+8LxIJBYL+4PNOrBb8LxDXw4GIKPEqEAgEAoFAIBAILCE8EQKBQCAQCI4YDF2UNTvkEI3hBiTCEyEQCAQCgUAgEAgsITwRAoFAIBAIjhhETsQhiPBEDEiEiBAMaA6lijOnTTovY1u7pyQjO9mRvsFZb0i2vrtu9weGllkYgR7vzHjMRLgxI7vXN7+Q8ZgCgWDgIkTEoYgQEQMREc4kEAgEAoFAIBAILCE8EQKBQCAQCI4YMvWICr5ADrOeZocLwhMhEAgEAoFAIBAILCE8EQJBP+B2G0Qi3RthGpjpWvxpPosdX8CYogGoQCAYuAhPxCGISKwekAgRIRD0A0/8O4hhwNq1Nj5Za+eTT2ycf0GMNWvsrF7V+89u3rwgZ58VoGqHgx1VTqp2OCkq0jj+uCCP/SuP5ubebc89p5VgSKa52UFTk4OWZjs//vFeVq7M4s238ohGe3Y8+nwJfD6daFQiGpWJRmXOPKOF6VM7eXtpAWs+zjbdsTk7W+PXv6hi6zYfq9dks2FjFtGozZTt1V9vYPKkEBWVHioq3KgVHmpqnBhG36Jk2LAYv/xlI62tNurr7NTX21m/3s269Z40Ixr86McRZszQCAYhEJTYttXG3/7qIhwWQkggOFwRIuIQRIiIAYlkHGZxZk1NnYfXGxIcMnStzuRwGEyapDFjpsbMmf+/vTsPjrK+4zj+DgsJGLkTpJahDkG/gNwOjszYGUccr04vPEbUWjt49o9arcfItFbRtmqxVlE80amgMi2HCh6jom3V0VpARRS/XIqAIlAQSDiSbNI/niewWbIbAtndZ3c/rxkm4ff8nn2++9vN7n73d9UzYmSc0lLo1AkWLuzIvfd05uuv938wb1qdqW/fOsaM2U3VgFoGVNUxsKqW7t3jdOwIe/eW8NzzXZkxowebNwfJROLqTNdft4HvHF1LRUU9lRV19OwZJx6HWAx27Iix4MWezJvXi/UbglWZmlZn+umPN3HlFRsoK22grCz486mvh45hvrJjR4xXXu3N9CePZufO5knMo9OW0617PWVlDZSVNlJW1kCXLvtf7Nd+WcZ9U/vz3n+6A/vfvIcPq+HUU7dT0bueyso6KirqqKiop7S0MTyvlLlze/PiSz2pqYk1W51p0KC9VFXVBm00oJaqqlr69IkDsHFjjL891ZP587tSVxckAomrM3Xu3MjwEXFGjapn9Og4Q4fF6dwZdu2Cxx8r45mnS/edp9WZJJcqK7sqk82QE783ISOfE95f+6weswwpOe68jDxmjSv+ocfsMCiJEGkn6ZZ4HTgwzmPTa6irK6GmpoStW0t4+KGyfb0S6ZZ4vfHGzYwdu3vft+xrv+zE7NndqK6OpV3itU+fWqY9sIZ168tYsaILK1cG3+6vW9c8iUhUUtJIaWkDF034hhPHbGfR4m4sWtyNZZ+Ut9gbMWRwNfXx/T0Y8XgJd96xio+WduX1N3ry6fJyEoc37Usihtdwwujqfb0mm7d0ZOjxuxl70k7mzO3NosXlzXogEpOIRx/ZwLZtMdasCXpqVq8u5bKJ21i0uAsLFuxPHpo0JRGnn1HHbZN38/nnHfhgSUeWLImxq6aEM8+uY+r9ZWzZ3Pz+KYmQXFISkTlj+o3PyOeE/66fq8csQ0qOOzdDScRsPWaHQUmESDtJl0SUlDSmHZaTLono0KGRhoaWz02XRMRijcTjkGqOQrp9ImKxBuLxtq+7EIs10tBAyvuabhhBEG/L57W2T0S6c5uSiCOPDF4aqqv310vXtkoiJJeURGSOkoj8oyQimjQnQiQLWhvXn06qD7mtSfWh+uDOPbSF2w7vmpk9NzF5aHKobSsi+UtzIvKQ5kREUmSSCDPrCTwCnAdUuvuWsPwU4DVgdUL1ve4+IutBioiISF5TEpGHlEREUiSSiDCBeA+YlaLKBncflMWQREREREQkhUgkEaHxQA1wS64DERERkcLUEN+T6xCkrQps/m6hiEQS4e7bgG1mdkyKKl3NbC4wGNgK3O7ur2QrPhERERER2S9rqzOZ2QXAAy0c2u7uVWGdY4DPaT4nYhBwDfDn8Nh4YCYw3N1XZiF0ERERERFJEKklXltKIlLUew+Y6e4tJSUiIiIiIpJBh7aOYxaZWV8z659U3AGoy0U8IiIiIiLFLvJJBHAO8LKZ9QIws3HAEEBzIkREREREciASw5nM7FzgDqATMABYBcSBS4BFwO3A+WHZdmCSuy/MTbQiIiIiIsUtEkmEiIiIiIjkj0gs8doetON1eqnaJzx2JnAXUE6wV8dNxb6ErpndClwLfJ1Q/Ja7X56biKLBzMYAU4EKgnlJf3L3p3IbVTQkLAzhSYdOTrdQRDEwsyuAe4Hfu/uUsKwCmA4MBRqAF4Ab3L0ot6ZN0UZfEAw73pVQ9Tp3fyn7EYqINFcQSYR2vE4vXfuY2VHA34Gz3P0dMxsLvGJmx7r7piyHGjXz3P3SXAcRFWZWBswDrnf3WWY2EFhkZh+4+8c5Di8yivm1piVm9iBQCXyWdOhh4CvgJ8ARwL+Aq4Bp2YwvCtK0EcAl7v7P7EYkItK6fJhYfbDGA0/mOogIS9U+5wAfu/s7AO7+LrCM4I1dJNE4AHefFf5cBbwITMhlUBJ5z7r7+cDOpgIz60rwGvMXd2909xqCntKLcxNizh3QRiIiUVcQPRHa8Tq9VtpnELAiqWwFcHym48oDI8zsTeC7wHKCoRbJbVVMBgHJGzyuAEbnIJbIMrMZwChgD3Cfu8/IcUg55e5vt1B8bPgzcZhp0b7upGijJtea2RSC4abzgFvdvTY7kYmIpJY3ScTB7HidwkaC4TqJO17PM7OC2vH6MNqnHNidVLY7LC9o6doM+A0QA6YQjEe+E5hvZse7e332ooyUon2uHKRq4Algqrt/aGYnA6+a2Vp3/3eOY4uacqA2af6DnksHmk0wFHUO0I9gafM9wORcBiUiAnmURIRDKFLNeUh33mfA1QlFc8zsBuAMDvxWNW8davsQfPDpllRWDmw77KAi7iDa7LmmX8zsd8CvCb6NX5bRwKKrGuiSVFYelhe9cPL0xIT/v21mLwA/ApRENFcNlJlZh4REQs+lJO5+fcJ/15nZVOAylESISAQU0pyIFmnH61Z9AlhS2WBgaQ5iiQwzOzackN6kJPxXzM+bT4DjksqK/rnSxMx6hZPNE+m1pmUrCPb9SWwvPZcSmFlnMxueVKznk4hERsEnEWjH69bMBYaE7YKZnU7wxv5cLoOKgD8CU82sqbfuRoIP0atyF1LOvQnUm9kvAMxsBHA6MDOnUUXHWOAdM/segJkNBc5Cf0sHCCdSzwYmmVmJmfUAfokWx0h0JPCumZ0F+1bZu5zgNVtEJOcKYrM57XidXrr2cff3wwRiCsGb1naCdciLevhFuIb9g8AJBG21ErjG3VenPbHAmdlIgiU4KwnGZt/q7nNyGlSEmNk17B8+uQe4s2k1q2JkZjGC5BugP8Fwpa0EE4TvBh4HRhL8jc0i2CMh/9+U2qCVNlpIMB+rK8FeGrOB24p4XpaIREhBJBEiIiIiIpI9xTCcSURERERE2pGSCBERERERaRMlESIiIiIi0iZKIkREREREpE2URIiIiIiISJsoiRARERERkTbp2HoVESk2ZjaMYHO509z9w3a+7X7AEuAid3+tPW9bREREskM9ESLSjJkdQbDR1eT2TiAA3H09wc67z5hZ3/a+fREREck8JREikuxXQAx4KFMXcPfngRXALZm6hoiIiGSOdqwWKWBmdjHwMDDU3b8Iy6YDI4GT3L0uqX4JsBG4x93vDssuBe4CJgB/BaoIEoAr3f39sE4j8HPgQuD7wDrgEmA0MAnoTtC7MdHd4+E55wFPA33c/dsM3H0RERHJEPVEiBQwd58JvAxMAzCzUwiSgYuTE4jQKKAP8GpSeQ/gCuC08PiWpttMcANwE9ALWAPMBgYCBowFLgDOTqj/OkGPx2mHct9EREQkd5REiBS+q4BRYY/CI8DN7r48Rd0RQCOwLKm8lGCOxCZ3ryHoVRgW9lw0me/uH7n7XmABcBTwW3ff7e6fAkuBIU2V3X0b8CVBr4iIiIjkESURIgXO3f8HXAY8AXwF3J+meiXwrbvXt3BsVcLvuwgSi1hC2RdJx79x9z1JZV2SbnNzeE0RERHJI0oiRIrDQKAa6A+UH+JtNLTxeGv1RUREJE8piRApcGZmwB+AHwDrCSZHp7IZ6GFm2dpDppJgfoWIiIjkESURIgXMzGLAU8AT7v4WwbCmC83shylOWQqUAEOzEFtPgp6RDzN9LREREWlfSiJECtvNBKsp3Qzg7isJ9mZ43MxamovwAbCJ7KyYNA6IE6zSJCIiInlE+0SISDNmNgmYCFiKCdbtdZ23gGXufnWmriEiIiKZoZ4IEUl2X/jzqkxdIBxONRiYnKlriIiISOaoJ0JEDmBmw4E3gHHu/lE733Y/YDHwM3dP3tRORERE8oCSCBERERERaRMNZxIRERERkTZREiEiIiIiIm2iJEJERERERNpESYSIiIiIiLSJkggREREREWmT/wMYAmPiXjKx5wAAAABJRU5ErkJggg==\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "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.sel(\"z\"),\n", " \"colorbar\": True,\n", " \"colorbar_label\": \"x-component\",\n", " },\n", " multiplier=1e-9,\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": { "needs_background": "light" }, "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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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "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": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(12, 8))\n", "field.sel(z=10e-9).z.mpl.scalar(ax=ax, cmap=\"turbo\")" ] }, { "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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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(12, 8))\n", "field.sel(z=10e-9).z.mpl.scalar(ax=ax, cmap=\"turbo\", colorbar_label=\"z-component\")\n", "field.sel(z=10e-9).resample((12, 12)).mpl.vector(\n", " ax=ax,\n", " cmap=\"cividis\",\n", " color_field=field.x.sel(z=10e-9),\n", " 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": { "tags": [ "nbval-ignore-output" ] }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "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.sel(z=10e-9).resample((10, 10)).mpl.vector(\n", " ax=axs[0], use_color=False, color=\"white\"\n", ")\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, nvdim=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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(dpi=120)\n", "field.sel(\"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, 1),\n", ")\n", "field.sel(\"z\").resample(n=(25, 25)).mpl.vector(ax=ax, use_color=False, color=\"w\")\n", "field.sel(\"z\").z.mpl.contour(\n", " ax=ax, levels=6, colors=\"#bfbfbf\", colorbar=False, linewidths=1.2\n", ")" ] }, { "cell_type": "code", "execution_count": 55, "id": "ac433bce-48c1-4b60-aa51-705020996e3b", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# values at the top boundary\n", "field.line(p1=(0, 40, 0), p2=(40, 40, 0), n=40).mpl()" ] }, { "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": 56, "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", "\n", "def value_fun(pos):\n", " return (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, nvdim=3, value=value_fun, norm=norm_fun)" ] }, { "cell_type": "code", "execution_count": 57, "id": "760ce6d0-e6fc-4407-abb2-56c9b6a04a1f", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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\n", 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "field.x.sel(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": 60, "id": "35c9c0e8-9240-415d-806a-afb88dee9441", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "de4ec807dfda495cabeca7ce9b46216a", "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.sel(z=z).mpl()" ] }, { "cell_type": "code", "execution_count": 61, "id": "143f58bb-b886-4f82-b42a-064e39646e69", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "2727647e0b27480eb9eeb994abde3ee9", "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.sel(z=z).mpl()" ] }, { "cell_type": "code", "execution_count": 62, "id": "cecea64a-bddf-4ea6-bfb0-f19b5db54770", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "c10ab3babd9245138f762af4e750b269", "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).sel(z=z).mpl(figsize=(6, 6))" ] }, { "cell_type": "code", "execution_count": 63, "id": "05a8757e-ec3d-4468-8577-df49f42c123d", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "02174be356ed4ee4977a424b14d351ec", "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).sel(z=z).mpl(figsize=(6, 6))" ] }, { "cell_type": "code", "execution_count": 64, "id": "a4cb2b0f-32f4-4975-bfad-4b3bdab4ea99", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "1aa3b04ace4843598143a7324f362fa4", "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.sel(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": 65, "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)\n", " field_values.append(vortex_field(point))\n", "\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": 66, "id": "c31a6440-0acd-4e9a-895a-3285eadd19ae", "metadata": { "tags": [ "nbval-ignore-output" ] }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 66, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "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": "3.8.13" }, "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 }