{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Curvilineargrid Basics\n",
    "\n",
    "This is the basic introduction for using `meshkernel` library for generating curvilinear grids."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "At the very beginning, the necessary libraries have to be imported."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "\n",
    "from meshkernel import (\n",
    "    CurvilinearParameters,\n",
    "    MakeGridParameters,\n",
    "    GeometryList,\n",
    "    MeshKernel,\n",
    "    SplinesToCurvilinearParameters,\n",
    "    OrthogonalizationParameters,\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Define a function for creating a mesh kernel instance with a curvilinear grid generated using curvilinear_compute_transfinite_from_splines:\n",
    "+ We first create the splines used for curvilinear grid generation. Each spline is separated by -999.0\n",
    "+ We can set the number of m and n in a new CurvilinearParameters instance\n",
    "+ We now create a new instance of the MeshKernel library\n",
    "+ And used the transfinite algorithm to create a new curvilinear grid"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "def create_mk_instance_with_curvilinear_grid_from_transfinite_method():\n",
    "    r\"\"\"A function for creating an instance of meshkernel with a curvilinear grid.\"\"\"\n",
    "    mk = MeshKernel()\n",
    "\n",
    "    separator = -999.0\n",
    "    splines_x = np.array(\n",
    "        [\n",
    "            2.0,\n",
    "            4.0,\n",
    "            7.0,\n",
    "            separator,\n",
    "            -1.0,\n",
    "            1.0,\n",
    "            5.0,\n",
    "            separator,\n",
    "            3.0,\n",
    "            -2.0,\n",
    "            separator,\n",
    "            7.0,\n",
    "            4.0,\n",
    "        ],\n",
    "        dtype=np.double,\n",
    "    )\n",
    "    splines_y = np.array(\n",
    "        [\n",
    "            1.0,\n",
    "            3.0,\n",
    "            4.0,\n",
    "            separator,\n",
    "            4.0,\n",
    "            6.0,\n",
    "            7.0,\n",
    "            separator,\n",
    "            1.0,\n",
    "            6.0,\n",
    "            separator,\n",
    "            3.0,\n",
    "            8.0,\n",
    "        ],\n",
    "        dtype=np.double,\n",
    "    )\n",
    "    splines = GeometryList(splines_x, splines_y)\n",
    "\n",
    "    curvilinear_parameters = CurvilinearParameters()\n",
    "    curvilinear_parameters.n_refinement = 10\n",
    "    curvilinear_parameters.m_refinement = 10\n",
    "\n",
    "    mk.curvilinear_compute_transfinite_from_splines(splines, curvilinear_parameters)\n",
    "\n",
    "    return mk"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Define a function for creating a rectangular curvilinear grid"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "def create_mk_instance_with_a_rectangular_curvilinear_grid(num_columns=3, num_rows=3):\n",
    "    r\"\"\"A local function for creating an instance of meshkernel with a rectangular curvilinear grid.\"\"\"\n",
    "    mk = MeshKernel()\n",
    "\n",
    "    # Create an instance of MakeGridParameters and set the values\n",
    "    make_grid_parameters = MakeGridParameters()\n",
    "    make_grid_parameters.num_columns = num_columns\n",
    "    make_grid_parameters.num_rows = num_rows\n",
    "    make_grid_parameters.angle = 0.0\n",
    "    make_grid_parameters.origin_x = 0.0\n",
    "    make_grid_parameters.origin_y = 0.0\n",
    "    make_grid_parameters.block_size_x = 10.0\n",
    "    make_grid_parameters.block_size_y = 10.0\n",
    "\n",
    "    mk.curvilinear_compute_rectangular_grid(make_grid_parameters)\n",
    "\n",
    "    return mk"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Generate a curvilinear grid using the transfinite interpolation method"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "curvilinear_grid_transfinite = (\n",
    "    create_mk_instance_with_curvilinear_grid_from_transfinite_method().curvilineargrid_get()\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Plot the result"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots()\n",
    "curvilinear_grid_transfinite.plot_edges(ax)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Generate a curvilinear grid using the advancing front method"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Define a function for creating a mesh kernel instance with a curvilinear grid generated using curvilinear_compute_orthogonal_from_splines:\n",
    "+ We first create the splines for curvilinear grid generation. Each spline is separated by -999.0\n",
    "+ We can set the number of m and n in a new CurvilinearParameters instance\n",
    "+ For this algorithm we also need to set the additional parameters required for generating a curvilinear grid from splines\n",
    "+ We can now use the advancing front algorithm to create a new curvilinear grid"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "mk = MeshKernel()\n",
    "\n",
    "separator = -999.0\n",
    "splines_x = np.array([-1.0, 2.0, 6.0, separator, 3.0, -2.0, separator], dtype=np.double)\n",
    "splines_y = np.array([2.0, 5.0, 6.0, separator, 1.0, 6.0, separator], dtype=np.double)\n",
    "\n",
    "splines_values = np.zeros_like(splines_x)\n",
    "splines = GeometryList(splines_x, splines_y, splines_values)\n",
    "\n",
    "curvilinearParameters = CurvilinearParameters()\n",
    "curvilinearParameters.n_refinement = 10\n",
    "curvilinearParameters.m_refinement = 10\n",
    "\n",
    "splinesToCurvilinearParameters = SplinesToCurvilinearParameters()\n",
    "splinesToCurvilinearParameters.aspect_ratio = 1.0\n",
    "splinesToCurvilinearParameters.aspect_ratio_grow_factor = 1.0\n",
    "splinesToCurvilinearParameters.average_width = 0.2\n",
    "splinesToCurvilinearParameters.nodes_on_top_of_each_other_tolerance = 1e-4\n",
    "splinesToCurvilinearParameters.min_cosine_crossing_angles = 0.95\n",
    "splinesToCurvilinearParameters.check_front_collisions = 0\n",
    "splinesToCurvilinearParameters.curvature_adapted_grid_spacing = 1\n",
    "splinesToCurvilinearParameters.remove_skinny_triangles = 1\n",
    "\n",
    "mk.curvilinear_compute_orthogonal_from_splines(\n",
    "    splines, curvilinearParameters, splinesToCurvilinearParameters\n",
    ")\n",
    "\n",
    "curvilinear_grid_orthogonal = mk.curvilineargrid_get()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Plot the result"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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oHEKs0ODXwhbsyG9CeXvvVWOoNx83ZURgRaaIenOdmxyMX4rIE9bxyk7MTgwar8N2GcvSSGFxuEyML47XoKm7d6VzIJtqBgOI9POkZh8SQwRICBYiPlgwLgN/2dF+ZmEhGfPHHi4Rvh4Q8thQaA2o6VSOacKs0USgS9UbemadlGoJQKvvIj0s6rvUY3Zc7gotLGhoaAZEazDikLnVccSq1cFlM7FoUihWZopwVXxgH3OqUB8+7pgeha9O1uLtAxWYlRB4WVQtNHojChq6caZGgjM1XQDIeYf//HGxz/dG+HqQ1YdQIRKDyWHKuGAvt5plyI4hXSILGrphMJrcul3FYDCQFCpEXn03ytsUThEWap3BNilVobFNTTV/7FJqHXIYZYKMdzeZCJd7e7gz7vMTTkND4xYQBIHSFjm25zXi1+IWm/7/1Am+WJkpwtLUcPh4cAa9n4fnxGFLTgOKG6X486IY81Pca5LfEeyFRFGDFDqjbTS31mCCnycHKzNF5iqEEAnBArfwfxiKxGAhvPlsyDUGXGiVI1XkO96HNCgWYVHWpsD1A3yP0URAotLZVBPECtsqAykaNFA5kGNigcEAArwGjlf38+Tgrq9y0KM3oVXufl4bY4n7/+TT0NCMCR0KLX4tIrc6rDMZQrx5uClDhBUZIsSbHQYdIUjIw11XROGzozV450AF5iYHu/1VnCNCIsSbh5lmK3GRnwfu+DIHco0BD10dhwABb5yOfGQwmQxkRfvjUJkYuXXdbi0sTCYCYT7kyfp4RQdCvfn9ioculY6qrDmCB4dFpaT2fuRTqakWAeHvxR2yohMd6IUqsRLVYiUtLGhoaP6a6AwmHCprx478Jhwut211LEwJwcpMEWYlBI04h+PB2XH4/nQ9LrTKsa+0DUumhDnz8EfNcIXEjNgARAV42rR1pkT44FyzDHvOt+GOGVFj/RRGTVa0HyksaiW476qYcTuOHp2xn2h1cwCarAdtMg30RgIsJgPnW+Q4/1vpgPdFVhe4CDLHq9uKBivxIOTBi8tyWpsuLsgsLDqUl+VckaPQwoKG5i+GpdVBbnU0o9uq1ZEeSbY6lqWGw8dz8FaHI/h7cXHfVTF4/1AV3j1YgYWTQsckLGwgnCEk7FmWFoZzzTLsKm65JIXFNHMaZ169xGU5HARBoEuls0pJ7bESEWRiqmSAjRlrmAxQ4nf+xGCE+3r0igVzSyJIyEOAA9UFV0AOL7f/5TNDaGFBQ/MXoVOppQysrFsdwUIebsyIwKpMEeKDnW/sc9+sWHxzqg4V7Ur8XtKC69MjnP4YA+GokJhhJSSihxAS9lyXGo7/7i5DTp0EbTINQn34zn4aLmWKyAdcNhOdSh3qutSICfQa9n1oDUa0yTS9FQapBs1StU1iqtZgGvJ+vLgsm2TUcF8PiKwi1oOFPMx68zBaZRo8eHUcst0sopxeOSWhhQUNzWUM2eowb3WUi2GwtDpYTCyYZG51xAe69OrOx4ODB2bF4u0DFdhwsBLXTQlz2eONhZCwJ8LXA1lRfsir78Yf51rHtZ0wEnhsFtJEPsit60ZuraSPsCAIArIevbnCoEFztxotMg2au3urDh1KLYghxhoYDFLEWqekRvh5INynNy3Vm88e8v8iKVSIVpkGZW0KtxMWlhmkv3p8Oi0saGguQ0pbeg2srEvMaVSrIwy+ntwxO557r4rBVydrUdupws+FzViVFemU+x0PIdEfy9LCkVffjV3FLZecsACAVJEvcuu6saOgCR1KLSUYLK0LR7Yn+Bxm32h1q4+hPnynmFolh3rjSHkHytvko74vZxMbRIqyDoUWsh79kJtTlyvDEhZGoxEvv/wyvv/+e7S1tSE8PBz33HMPXnrppctiR52G5lKmU6nFr0WkgdXF1t433SAhDzdNJQ2sEkPGJ8NAwGPjwavj8PqeMrx/qBI3TI0AZwRVC0eERLCQh5lxrhUS9iyZEopXdpWiqFGKRokakf6eLn28kaLQ6FFJuYH22oq3yTVgMxnIqZUgp7Z/s6xAAddGLNiKCD78vbhjch6wWHu7Y2aIkM9BiDcP7XItajqUmDrBb7wPaVwYlrB444038Mknn+Dbb7/FpEmTkJeXh3vvvRc+Pj544oknXHWMNDQ0A6AzmHC4nGx1HC6za3VQWx2ubXU4yl0zo/DF8Vo0SnqwPa8Jt02fMORt3FVI2BMs5GNmXABOVnVhV0kLHpkTP6aPb49Ka0Cl2CIceoPNWmSaAW9j+dlZmhqG2CABInz5iPD1RLgvH+G+Hm4TBW6x9i5rU7hs2HQ0xAUJ0C7XokpMCwuHOHXqFK6//npcd911AIDo6Ghs2bIFOTk5Ljk4Ghqa/rlg3ur4pajZptWRKvLBykwRlqeFj2mrwxE8uWw8MicOr/5+AR8cqsRNGRF9TlYavRGFDVKcqenCmZouFDZKoTO4n5Doj2Wp4aSwKG4dM2Gh1hlQJVbaJKJWtCvRLO0Z8DYh3jwqi8RiLZ4QIsDNn55GWZsC104Jw7VuthZsTVyQAGwmAwqNAa0yDcLdzC8iPliAU9Vdf+k5i2EJiyuuuAIbN25ERUUFEhMTUVxcjBMnTuCdd94Z8DZarRZaba9vvlzufn0xGppLgS6rVscFq1ZHoIBHZnVkiNw+rvm26ROw8VgNWmUabM1pwK3TJlyyQsKexZND8dIv53GxVY4qscKpGzYavdEsIKxi1cUKNHX3DDg0GSjg9QaamT8mBgsHXCOeFuOPsjYFcuskbi0suGwmYoO8UNGuRFmb3O2EBb0ZMkxh8cILL0AulyM5ORksFgtGoxGvvfYabr/99gFvs379erzyyiujPlAamr8ieqMJh81bHYfsWh3zU4KxMlOE2QlBbtHqcAQ+h4W7rojCm3vL8drui/jPHxdgv4UYLLQetvRHTKCXWwoJe3w9uZidGIRDZWLsKm7F2gXDFxYavRE1HSpUinurDxXtCjRI1AMKiAAvrm2sejD5dz+v4VWssqL9sel0PfLquod93GNNUqi3WVgoMDfZvaziaWExTGHx448/4ocffsDmzZsxadIkFBUV4amnnkJ4eDjuvvvufm/z4osvYt26ddS/5XI5IiOdMxFOQ3O5crHV3OoobLaJ2p4S0dvqGO6JYzyxDjM7XC4GADDBgNZEXLJCoj+WpYWRwqKkBU/NTxjweWgNRtR2qmxaGJXtStR1qQYMu/Lz5PSJVU8METjNRjw7mpwHKG2RQak1QODGWSfJoULsKh7/AU6D0YQulc4cVqaB2Dy0CQANXWrojaYRDSlf6gzrJ+fZZ5/FCy+8gFtvvRUAMGXKFNTX12P9+vUDCgsejwce79Lyz6ehGQ8kKh2V1VHaYt3q4OJG81bHWEZFj5bBwswm+HugQdIDHw8ODj19NQT8y2Mtb/7EEPDYTNR0qHChVY7EEKFZQChsRERdl3rAPAsfD05vrHpwbyUiUODarYswH9KMqqm7B4UN3ZiV4L6W1EkhrtsMIQgCSq3BKhbd/qOG+ppErRuwkpQcKkRdpwoJ47SJNZ4MS1io1Wowmbbqi8ViwWQa2lGNhoamL3qjCUfLO7A9vxGHysTQG8l3KQ6LgfkTya2O2YlBl9RVjyNhZtEBnpj/zlHUdanx7el6PHrN+G5ROAOCINAu1yAuWIALLXLc8cVZKDQGqn1lj5DHtm1hmP8eLOSNW8UmO9ofTd3NyK2VuLewMM8SVXcoHa4KGIwmSFQ6m6RT+wAzy8ceveOppywmA4ECbq+luICHw+VinG+Ro7qDFhZDsmzZMrz22muYMGECJk2ahMLCQrzzzjtYvXq1q46PhuayRGcw4Yez9Thd3Yn9F8TU5ydHeGNlhgjXp0dcUq2OkYSZPTk/AWu3FWPjsRrcOTMK3pdY1YIgCFR3KHHavAp7tqYLnUqybeXBYVIZLAIeG/HBAqtBSlJEhHrz3a7lkx3tj58Lm5Hr5nMWIj8PCHhsKLUGlDbL4OPJHVIsSFTaAdtM/SHgsal0U+uIdOv002BvHvw8uX3yb9ZuK8LPhc1/2TmLYQmLDz74AP/85z/xyCOPQCwWIzw8HA8++CD+9a9/uer4aGguK0wmAn+ca8Vb+8rRIFFTToTXTQnFY3MTMDHs0mt1jDTMbHlaBD46XI0qsRJfHq/F2gWJY3XoI2IwIWGBx2Zi6gRf5NeTJ+bP7szEwpQQtxMQA2GZsyhs7HaL+QC90WSXQUImnTZ198Bg9jO54eNTDt8fkwEECHpFQh+xYPU5T+7IZ0zizA6c1X/RMLJhvXJCoRAbNmzAhg0bXHQ4NDSXL6eqO/H6njKUNMkAkI6YIl8PFDZKkVffjSDhpTGL5KwwMxaTgafmJ+CxzYX46kQt7r0y2q28NxwVElnRfpgRE4AZcQFIFfmAx2bhqa2F+KWoBWdqurBoUug4PYPhExckgK8nB1K1HuebZS43eJJr9L2CQdqDJus8EqkG7QrNoBkkLAZgJABPLstKLPBtKg3WYiHAizcm6bq9mSG0sKChoXEBZW1yvL6nDEfKOwCQCY4PXR2H+2aRmRLLPzyJKrESa7cV4dt7p4E5jrHiA+GqMLNrJ4chObQKZW0KbDxWg+cWJ7vi8B1iNELCnmVp4filqAV/lLTipetSxjUqfjgwmQxkRfnj4MV25NV1j0pYGE0ExArrsLLexFOLmFBoDUPeD5fFRLgvnwosizCnnZa2yPDtqXpcnRiEb1dPG/FxuoLelVOVW7qDuhpaWNDQuIgWaQ/e3l+BnwqbQBAAm8nA7dMn4PF5CQi0WhH8+PYMXP/hSRyv7MTHR6rw2NyEcTxqW0pbZNie17fV4awwMyaTgXULErHmu3x8fbIOq6+KsXltXIkzhYQ9sxKC4M1nQ6zQIqdWgplxAa56Gk4nO9oPBy+2I6dOggdmxw74fWqdwRyJ3isUmqW9iadtMs2Ag6vW+Hly+gSWRVhFpQd4cfsV22drPPHtqXpUuWG7YUKAJ1hMBpRaA8QKLUK8+eN9SGMKLSxoaJyMTK3Hx0er8PXJOspF8rrUMDy7MAnRdpHUAJAYIsS/b5iMZ7YX450DFciK9seM2PE7EY11mNmClBCkinxQ0iTDp0eq8dLSFKfdtzWkkFBRLp9naiToVGptvofHZiIzyo/y1UiLdExI2MNlM7Fkchi25TViV0nLpSUsYsgo8pxaCQobutFqF5Fu+WgtNAeCzWQg1IfMGhFZh5f5eSDCl48wHw94jdAvw7J63SztgVyjd6vhXx6bhQn+nqjtVKFKrKSFBQ0NzcjQ6I347nQ9PjxcBVkP+aY7I9YfLy6ZiLRI30FvuzJThDM1XdiR34QnthRi95OzxuzKHRjfMDMGg4G1CxJx79e5+O5MPR6YHeuUN+KxFBL9sSwtHNvyGrHnXCteWT5p3Ach+4NckdWafTZIk66ydlJMyjV63DjEYKSQx6aqC+FWoWUi8+eChXyXtYF8PDkI9eajTa5BRZsCWdH+LnmckRIXJEBtpwrVHUpcGR843oczptDCgoZmlJhMBH4pasbb+yuo8KekECFeWJKMOUlBDvdXX71+Eoobpagcw3mLwcLMVmWKsGyMwszmJAYhM8oP+fXd+PhwFV65fvKw72O8hYQ9M2L9ESjgolOpw8mqTsxJCnbJ4zgCQRDoUGh7o9LFvXbhCk3/cw4EAXjzyVXZCD+zYLCrOox3lSA5TIg2uQZl7igsgr1w8OJfczOEFhY0NKPgWEUH1u8po1oGYT58rF2QiBUZomFfqXly2fj49gwsd/G8hTuGmTEYDDy9IBG3fXEWW3IasebqOEQMES7lbkLCHjaLiWunhGHT6XrsKm4dE2FBEAQ6lbrepFOxkopNt1TR7GExGYgK8ESiVdrp6eoubM5pwPyUELxzc7rLj3ukJIUKcaS8Y9ytvfvDMsBZ9RfcDKGFBQ3NCDjfLMPre8pwoqoTACDks/HInHjce2V0nyjw4ZBgN2+RGeXvlP78pRBmdkV8IGbE+uNMjQQfHqrC+pum2Hzd3YVEfyxNDcem0/XYX9oGjX7yqH427OlSkhUI68CyynbFgLMPTAYQFeCFhGDbxNPYIK8+r5G3BwebcxrcPpAs2SyAy9rcLzWbWjkV//Xi02lhQUMzDBolavxvfzl+LWoBQJ6Y75wZhceuiXeaU6bNvMXWQux+YtaIPS4GCjNLFflQBlbu5PD59MIkrPr0NLbnNeKhq2OhNxKXlJCwJyvKj5oDOFrRMSJPi26Vzq76QM5CWP9/WsNgABP8PamQMouIiAsSOCxsMib4gskAGiRqtMs1bjt8mBRCDnCWtSnGba2TIAhI1fo+WSJN3WoAQJtc4/ahbs7mr/NMaWhGQbdKhw8OVeH7M/XQWRz/0sPx9MIkRPp7Ov3x+sxbrJ7mcGvlUg4zy5jghykR3jjXLMfCd49Ba5ep7u5Cwh4mk4GlqWH44kQtdhW3DCosZD16VLYrUG4WDpYqhL2YsibS3wOJwbZZI3FBAnhwR/eaCPkcTAzzRmmLHLl1EixNDR/V/bmKuGAvsJgMKDQGtMo0CB+ifTYctAbjgEFk5B9zGJlSS2X89EdisADVYuWQA9yXE7SwoKEZhB6dEV+drMWnR6opM59ZCYF4fnEyJkf4uOxxrectTlR14uPDVXh83sDzFpd6mFlNhxI7C5rwU0EzWmUasBiA1mACh0UaNlki1dMifZ3aThgLlqWF44sTtfjzohhqHRlKVtneO/tgaWW0ywcWEBG+Hn2yRuKDBaOynR6K7Gh/UljUuq+w4LFZiA30QqVYifI2xZDCgiAIyHr0A6aVWguIgWZSBsLXk9PH/XPv+TZUiJWo7qCFBQ3NXx6jicDO/Ca8c6ACbXINACAlzBsvLEnG7MSxSX1MCBHiPzdMxtPbi/HuQdLfwn7eoqxNjh155FaHtbnTlAiy1bE8zb1aHdbINXr8UdKKHflNVLYGQMaGC/lsNHX3YGFKKD66PWMcj3J06Awm6AxG+HhwIOvR44r1hyAd5IQV7sOnhAP5UYj4YMG4lNGzo/3xzak6tw8kSw7zRqVYiZw6Cfy8uP0GkVn/sVQcHYHLYiJIyEOgsG++iLV1eKCA22/lTKU14IezDX85a29aWNDQWEEQBA6VifHG3jJUtJNvBhG+HnhmUSKuT4sYc7vtFeZ5i+1W8xYsJgO/FTVjR0ETzjfbtjpuSCdbHe4aZmY0EThd3YXt+Y3Ye76NanUwGcCcJHKIdN7EYFSJlbju/RPYfb4V5W2KMd9SGSk6gwklTVJqJiSvXgKNnnyOXlwWJSpCvHlk9SFYiKRQUkQkBAsgdCOTpyxzIFlZm3xcDagsVYYmq0yRXovwHlS0kxshnxypxidHqh26Tx8Pjp1IsBULln/7eHBGNbdBWXv/xQY4aWFBQ2OmsKEb6/eUIadWAoB883l8bjzumBE1ruX3V6+fjOImKSralVi84Rikah0sLV0Oi4F5yWSr4+ok92111HaqsDO/CT8VNKFFpqE+nxAswMpMEW6cGoFgqwHBSeE+WDI5FHvOt2HDwQp8ckfmeBz2kAwmJCz4e3GREi7EicousJkMHHl2DkR+zp/LcTYh3nxM8PdEg0SNgvpul63LGowmtMk1Nlki9iJCrTMOeh8MAATIdW8qsdROJART1QXemP0+xwX/NVdOaWFB85entlOFt/aVYfe5NgCkHfPqK2Pw8Jw4+HiM/xVkg0QNP7NJlVKrh5EAJoV7Y2WmCNenR8DfTVsdCqtWR55Vq8Obz8b16RFYmSlCqshnwCvCtQsSsbe0DXvOt+F8s8ylMy2OojOYcK5ZijPmfJG8um706G1Pev5eXMyI9acGTBPMJ5eF7x5DpViJMzUSrMx0f2EBkO2QBokaeXUjFxYKjR4tUo1VemmPTaJpm1wDByJFECjgkuZcPrZZImwmA/dvygOHxcCx565xK3FtiU+v71K5RQz9WEELC5q/LJ1KLd7/sxKbzzbAYCLAYAArMkRYtyDRqdPlI6VV1oN39ldgZ0ETTAR5VaY1EGAygH9cNxFXxLmfTbDJROBUdRd25Ddib2kbdfXOZACzE4OwKjMS8yYGO3TFmBgixPK0cPxa1IJ3D1Tgy3uyXX34fRipkOhPLC1LC8c7Byqwq7gFKzNFY/UURkV2tB92FjQht07S79dNJgIdSi1VYbDkiLRIe6jPyQdw9rSGw2JQosE6S8Q6nGygnxmCICDgsaHUGlDbqXJqjs1oCffxgAeHhR69EY0SNWLNrZHLHVpY0PzlUGkN+OJ4LTYeq4bKXGK9JikIzy9Jdos1TFmPHp8cqcbXJ2upGYRrp4Ti2UXJ+ORIFX7Ma8KTW4tG5W/hbOo6VdhZ0ISd+batjnirVsdIvBCenJeAXcUt+LNMjMKG0cV4O4IzhYQ9S1PD8M6BCpyo6oREpXPbSpM1WVHk613Q0I3vT9dBrND2Vh3MCaaDrVpa8PHoTTCNsESgmwWDyNcDgQLeiOeXGAwGEkMEKGiQ4mKr3K2EBZPJQGyQF0pb5KjuUNHCgobmckNvNGFbbiM2HKykvAFSRT54YUmyW1z9aw29IWZSs3vitBh/vLgkmTqhvrJ8MooayXmL4fpbOBuFRo/d58hWh/XmgDefjeXp4ViZGYm0QVodjhAbJMBNGSLsMG/ofHffdGccOoUrhYQ9sUECTI7wxvlmOfacb8Xt06Oc9TRGDUEQaJFpzOZbvS6elsFIBhh46dfSfm/LYjIQ6s03h5D1Vhysqw2u3mpJCvVGQYPUba29S1vkqBIrsSAlZLwPZ0yghQXNZQ9BENhX2o4395ahppOczp7g74lnFyXhuilhY77pYY/JROC34hb8b385mrrJELPEEAGeX5yMucnBNicxDy4LH9+egWUfkP4WHx2uwhOD+Fu44lhPm11B95xvtWl1zEoIwqosEeZPDHHqcNyT8xLwS2Ezjld2IrdOguxRhE2NpZDoj2Wp4TjfLMeu4pZxERb2aaYWE64qsRJK7cAtC53RhNhAL8yMC+itPJjFQ4iQN65W8AAwMYysUrirsADwl1o5pYUFzWVNXp0E6/eUUT4J/l5cPDE3HrdNjwKXPf6DVMcrO/D6njLKITPUm491CxKxInPgELP44F5/iw0HK5AV7efyikt9F7nVsbOgmUpwBcjhtJWZkbhxagRCfVxj+xzp74mbsyOx+WwD/revHFvXzHD4RD8SIREfJHCZ2LwuNQzr95ThbK3EpVbZI0kzZTMZiAn0sskRSQwR4M+LYqzfU4bYIC+8duOUfm873iSFWDJD3E9YUJkhtLCgobm0qRIr8Mbechy40A4A4HOYeGBWLNbMjnULr4DzzTK8sbcMxyvNIWY8Nh6aE4fVV8Y4ZMe8IlOEs7VdLp23UGoN2G3e6sixGt4T8tlYnhaOlZkipEf6jkk+w2PXxGNHXhPO1kpwqroLV8b3L6QcFRLTY2wrEmNVtRL5eVLx8H+UtGL1VTGjur+RpplGB3jauHgmhggRHeDVr9hWasnXL7euGyYTMe4Vvv6wzEY1S3ug0OjH5HecIAgotAbSiEtOWnvbO3l2KLRokZFCXKLSjVueyVhDCwuay4p2uQYbDlZgW24jTARZor8lOxJPzU90iyClRoka7xyowM+FzQDIafg7Z0Tjsbnxwx7ms563eGpbITatnj7qeQuTicCZ2i7syGvCnvNt1EmZYW51rMwUYWGKc1sdjhDu64Hbpk/AN6fq8Pb+clwRFwAGgwG90YSSJhkVVOZuQqI/lqWGIb++G7tKWoYlLEabZpoYSoqImMC+aaaDMSncGx4cFmQ9elR1KN1qONKCjyeHCnuraFcgM2rk7TKD0YQulc4sFjTkR2sXT2WveLD3LBmM+i41OpU6txm4diW0sKC5LFBo9Nh4rAZfHK+lTiwLUkLw/OIkxAeP/xtht0qHjw5XYdPp3hCz69PD8cwoQsws8xbLPzyJk1Vd+PBQFZ6cP7J5i/ouFXYWNGNnfpNNqyM2yIva6gjzGd8V3EfmxGFLTgMKGqR4ZnsxxArtJSEk7Lk2NQyv/n4BhQ1SNErUff7/pWpdbwvDKpTMlWmmg8FhMTF1gi9OVXcht07ilsICAJJChWiTa1DW1ldYEAQBpaW6YFVN6C8vRKLWgXDAV8OCkMemrL3trb4tplz3f5uHZmkPqsRKWljQ0Lg7OoMJm8/W4/1DVZCY33inTvDF36+dOKohP2eh0Rvx9ck6fHykiuptXxkfgBeXTHSK4VN8sBCv3TgZa7cVY8OfFciO9sMVA7QJ7FFqDdRWh8VtFCDfKJemhWNVlghTx6jVMRQt0h78VNAEPocFk4nAzoJm6mt+nhxKRLijkLAnWMjHjNgAnKruwqdHqzEp3MdmDqJDMfZppkORHe1PCotaiVttswDk71irTENtnmzPa0R5m6KPeLAXoIPBYjIQKOCSAkFgZfXtbf63Nw9BAvJzjrz2SaFCNEt7UN2h7JP3czlCCwuaS5ZTVZ14/qcSNErIK+zYQC88tzgJiyaFjvvJ0GgisLOgCe8eqECr2ddhoiXELCHQqcd341QRzlRLsC2vEU9sLcLuJ69CsLD/tg/V6shvwp5ztq2Oq+IDsTJThEWTQt0iQbRHZ8T+C23Ykd+EE1Wdfa4i/5YdiXuujHF7IWFB1qNHbi05+1HXRW4n/XC2od/vHY8008GwiPSxDiQjCALdaj3lm0E5dsrIvzdLNTax8h4cJooaZShqlPV7f4I+1QVer3jw5lOiwc+T69Q17rggLxwq++sMcNLCguaSQ6k14JXfSvFLYRMABnhsJv5x3UT8bdqEcbfMJQgCR8rJTY9yswdAhK8Hnl6YiBvSXRdi9vLySShqlKK8XYG124r6zFs0dKlJA6uCJmqlFQBiAslWx00Z49/qAMjXr6ChGzvym/B7cSsVVQ8AM2L9sTIzEhVtCmw8XoPCRilec2NRYS0kztR2obRF3m+JPSvaD+kiX2oOYrzSTAdj6gRfsJgMylnTWc60eqMJbTINdb/N3WbRINWguZvMDXGk0uDBYSFQwEVjdw84LAYemBWDEG8PW/Eg5I2bMOtdOf1rhJG5108vDc0Q5Nd3Y+22IjRI1AAABggQJgLFjTLcPn18TzDFjVKs33MRZ2p6Q8wevSYOd82MdnkFwIPLwke3Z2D5hyeoeYv7Z8VQrY6zfVodYViZKULGBL9xr+4ApH35T+YZD4vXCACI/DywIkOElZkiahZBqtZhS04DytoU2H2+FUtTw8frsG1wREjEBnphemwAZsT6Y1tuI05Vd+Gq+EA8NT9xfA7aQbx4bEwK90ZJkwy5dRJcnx7h0O3kGr1NLkiTOZXUIiLaFRqH5hmChDzKpTPczupb5OcBHw8OdEYTUv61D3ojgTtnRruFULZArZyK6YoFDY3bYDCa8MGhKnx4uApGE4EIXw+8c3Ma2hVarN1WhJ0FTTCYTHh7VdqYm/XUd6nw5r5y/FHSCoAMMbv3img8MicePp5jt9oaHyyg5i3ePViBjw5XQme2W7ZudSxMCXV5T94RNHoj9pX2bXV4cFi4dgopfKbH+PepSPh6cnH/rFi8e7ACGw5WYsnksHFxH5X16JFXJ6GSTUtbZH3CtKyFxIzYAJvNJKM5V2VXcQuenJfgFgJvMLKi/G2EhdFEQKzQmFsSPTbppBbhoBjEdMsCl800iwS+TcCYyCwcQn34DglzHpuF2EAvVIqVKGtTuJWwsFQsyKRWw7hVTsaKy/vZ0VwW1HWq8NS2IhQ1SgEAN6SH45XrJ1PJo2wmA09sKcSvRS0wmAhsuCV9TFoinUotPvizEj9YhZjdNFWEdQsTETEOIWYdCi0K6qVgAPDksqDSGSHy88Ct2ZG4KUPkFsFqBEGgsFGK7XlN+L2kxcasaXqMP1ZmirBkStiQrYDVV0Xj61O1qBIr8VtxM26c6vpQr9EKCXsWpISAy2aiukOFi60KpISPf06NPdZW39Iecjh6Z34zjpR3oE2mgcGBWFI/T06fCoMlJyTC1wMBXlyntbOSQoWoFCtR3qbANS6KeR8Jfl5c+HtxIVHpUNOhcoukXldCCwsat4UgCGzPa8LLu0qh1hkh5LPxnxsm9ynDXjslDGwmA49uLsAfJa1kdeNvGS5z1lTrDPjyeC0+O1ZD2SBfnRiEF5YkY2LY2J8cVFoDPj9eg8+P1VChahYm+Hvi4Tnx45YnYqFNpsFPhU3Ykd+EGqs+c4SvB1ZkirAyQ4QJAY6v3Qr5HKyZHYs395bjvYOVWJoa7nQx6Wwh0d9zmJsUjL2lbdhV0jKuwoIgCLMHRG9GSH9W3wwAPXojNafDZjIQ6sO3qTDYp5OO5dV5cqgQv5e0uqm1txckKh2qO5S0sKChGQ+6VTq8+NM57C1tA0Bezb5zS/qAlYCFk0Lx2Z2ZeOi7AuwrbccjP+Tjo9szhmUENBQGownb88lND7F5JXBKhA9eXJLs8IqnM9EbTdia24j3rELV0iJ98eKSZAQKeFj+4Qmcqu7CB4cqx6WHr9Ebsf9CO9nqqOygTsoeHBaWTAnFykwRZsQEjPhq9e6Z0fjyeC3qutT4qaAJt2RPGNXxyjVWMxIuEBL9sSwtnBQWxS14blGSy9sho7X6PlXdiW61Hn+/NhnL0sIRLOSPu2i1JsnswDne1t4EQUDeY6D8McQKLZUC+1cY4KSFBY3bcbyyA0//SBogcVgMrFuQhDWzY4d8A5ubHILP787Cmk15OHhRjDWb8vHZnZmjHpwkCAIHLrTjjb1l1JtCpL8Hnl2UjKXjEGJGhqq14c295dSgY3SAJ55dlIxrp/Su2v73xil4alsR3vuzEtnR/gPaYDv72AobpdiR34RdxbatjmnmVse1DrQ6HMGLx8bDc+Lwnz8u4v0/q3DjVNGwqlTjISTsmZscDE8uC03dPShqlDotFt5VVt/P7SjGj3lN6Fbr3WqGwUJyKGneVSVWQG80Ob2KpTOY0Km0N9nS9DHe6lBoKSM8a4IEXCgGeP0vJ2hhQeM2aPRGvLm3HF+drAVAlg7fu3XqsMqGVycG4et7snHft3k4WtGB+7/Nw+d3ZY14WDG/vhvrd19EnlWI2eNz43H7OIWY5dZJsH73RRQ0SAEAAV5cPDk/od9V2xumRuBMTRe25jaSeSKD+FuMljaZBj8XNmNHfqPNFZml1bEiIwJRAV5Of9w7ZkRh47EaNEt7sC2vEXfOGNi8yR2EhD0eXBYWpITg16IW7CpuHZGwGInVd3SAFxU0ZhERjlh9Z0X748e8JuRabRm5ExG+HvAyzxfVdqoccgklCAJyjQEdCk2/rpzW4mGg13QgfDw4lE8GAQJnaiQ4XdM10qd3yUALCxq3oKxNjie3FFHeD3fOiMLfr504IkFwRXwgvrk3G/d+k4sTVZ2495scfHl3NryGcZVc3aHEm3vLsK+0N8Tsvqti8ODVcfAehxCzKrECr+8px8GL5PF4cFh4YDYZqjbY1b/F36KsTYEntxTh+/tHnydiQaM34oC51XHcqtXB5zBx7WRyq2NG7MhbHY7A57Dw2Nx4/OvXUnx0qAqrMkVUhcodhUR/LE0Nx69FLfi9pAX/uG7igP8/3SqdXfVh7K2+p5mNskqaZNDojW5hpGYNk8lAUqgQBQ1SnG+WQchn95P1oaFCwywfdQbHMz/YTIadP0ZfC+9gIQ+BAp7N69PQpcbstw6jplMFo4lwqxaSs6GFBc24YjIR+OpkLd7cWw6d0YRAARdvrkzF3OSQUd3v9NgAbFo9Dfd8nYszNRLc83UOvr532pAleLFCg/cOVmJrbiOMJgJMBnBzFhli5qpY8MGwD1VjMRlkqNq8BAQ7cBLkc1j48DbS3+J0TRfe/7MSaxeMfN6CIAgUN8mwPa8Ru4pbILdudURbtjpCxzRB9pbsSHx6pBotMg1e/q0UQj57QCERE+hFiYjpMQHj8n9qz+zEQPIEqNAit06CiWHeNhkhliqEtcOkPWNl9R0V4IlAAQ+dSi1KmmSYFjM+tvmWVo/FH6NZ2kOZbNWa24Prfiwe1n1689kDZn1Yf87XgzMisRzh5wEemwmtwYTm7p5hDStfatDCgmbcaJNp8Mz2YpyoIqPD5yUH442VqQgUOCekJyvaH9/dNw13fZWD3Lpu3PnlWXy7elq/FQel1mAOMauB2rxZMX9iMJ5fnIyEcQhdUmj0+OxoDb44UUMlKC6aFILnFidTO/GOEh8soOYt3j9UiWkxw5+3aJdbWh1NqLIy+Qn34ZtbHSJEBzq/1TEURhOBszUSBAl5aJFpsDW30ebr7igkrNEbTTjfLEdUgCfON8tx79c56BkkMXO8rb4ZDAamxfhh97k25NZJXCYstAYj6cjZbSsaSK8M8t+DVRk4TAb0JgJsJgOBAvuMDx6CzPbd1uLB1dUXlnkItqxNgeoOJS0saGiczZ5zrXjx53OQqvXgc5j459IU3DZtgtOn4qdO8MPm+2fgji/PorBBiju+OIvvVk+njKv0RhO25DTg/T8r0akkS8rpkWSI2XhcjekMJvxwth4fWIWqZUb54cUlycgaRaia7bxFIXY/MWvIiodGb8TBi2Sr41iFbatjibnVMdPFrY6BqOlQYmdBE34qaKayWCykRfpg9ZUxbiskrGPe8+u7KSHLZTMpURHuw6eEA/nRfay+s6L8KWExEgiCgKxHb5P90WwnGgYLYrPAYADBQh7ljxFhXnNV9Bjw1v5yhPvyceK5uW5l+R4XLEBZmwJVYiWuSXYfnw1nM/4/pTR/KZRaA17+rRQ78psAkOuaG25NH/ZV+HCYIvLB5gem444vzqKkSYa/fX4G3983DadrJHhrXxnqukh78JhALzy3KAmLJ499iJnJROCPc614a185ZVceG+SF5xcnY2FKiFOOx3re4omthfjh/hl9+rwEQaCkSYYd+U34rbjFZoMgO9qP2uoYy1aHBblGjz9KSIvy/PreMCwfDw6uTw+HvxcXGw5WoqFLjXkTQ9ziJDyYkLDg58lBdrQ/TlR1QgfgkzsysGRy2PgcsANYBHd+fXe/swIGowltco2NE6dNgJi0p4/fSn/wOcxewWAlHiwmWyHe/H4HqKVqHd7aX44WqQYqnWFcflYHojcz5PK29h7/3zyavwzWOR8MBvDw1XF4an7imGxXTAr3wdY1M3H7F2dwoVWOK984TIUbBQq4eHJ+Im7NjhyXELNT1Z14fU8ZSprIRMYgIQ9r5yfi5iyRU+3JrectztRI8N6flVhnnrcQW7U6Kq1aHWE+fKzIEGFFpggx49TqOFXdiR35Tdh7vg1ac/mbyQDmJAVjZaYI8yYGg8dmwWgi8FtxC2o6VPj6RC0en5cw5serN5pwrllGDYzm1Un6FRLTY8wDo3EBSAwWgslk4KVfzuH7Mw3486LYrYVFYrAAHhwWFBoD3j1QASNB9AaISXvQJtf0mW3pj0AB10Ys2Fce/Dw5IxLUvp5chHrzzYZfCmRGjc8cSH/EBZG/Q7SwoKEZJf3lfLx7S/qYtxrigwVYlhqGr0/Vg8kgS6n3XRmDpxYkjsvVbVmbHK/vKcOR8g4AgBeXhYeujsN9s2Jc1jO3nrf44FAlCILA+WYZjlq1OnhsJpZMDsXKzEjMjAsYl+n12k4VduY34aeCJrRYtToSggVYmSnCjVMj+rRyWEwGnpqfiCe2FGLj8RrcNTPa5VktjggJX08OZvQjJOxZlhqO7880YN/5Nrx242SnmruNBJOJQLO0x8ZEq9LsxtmjN8KDw8SHh6v6vS2XxUSYL58SC7bOnKQjpytnGpJChWiTa1DW5m7C4q+RckoLCxqX0l/Ox6s3TB7zlc1GiRprtxVRfhRGggBBAIfKxXhgiJVNZ9Mi7cHb+yvwU2ETCIJcX7t9+gQ8Pi/BaYOrg7E0NQw/nK1Hbl03PjjUe2LIijK3OlLDxmWlVmHV6sizanV489m4Pj0CKzNFSBX5DHoVu3RKGD46VIXydgW+OFGDpxcmOfUYHRUS02PIgdEZsQFICulfSNiTHe2PEG8e2uVaHC3vwMJJoU499oGwzgOptPLBqBQr+zw3C0wAPXoTQrx5WDI5DOG+fET4epIf/TwQ6MUb19mG5FAhjlZ0jJm1t8lEoFuto1ZaxXb+F5QfhpwUyUwGmTU0Fr/v4wEtLGhcAkEQ+DGvEa/sujBozsdYHMdPBc34v99KodQaIOCx8er1k5AxwRe3f5GDmg4VbvnsNDY/MMPlIV0ytR4fH63C1yfrqIn261LD8OzCpDHZqOjPQRQAwn35+PbeaeOy/WIyJ3zuyG/E3tI2agOGySDNzlZmRmLexGCHr26ZTAbWLkjAQ98X4KsTtbj3yhj4e3FHfHyuFBL9HfvS1HB8eaIWu0panS4sHM0DsYbDYiA2UECZaVmGSVukPbjzyxwwwMD/LUtxu2TWJLMD52itvTV6o5VQ0NiJhl7B0KnUOhTIZqFTqUNtp4oWFjQ0jjLcnA9XIVPr8fdfzlFx5llRfnj3lnRE+pNrXlvXzMDfPj+Dui41btl4Gpvvn0F9zZlo9EZ8d7oeHx6uooYhZ8T648UlE5EW6ev0x+sPewdRP08Obp02Ad+eqkOLVINdxS1Y5+Sr+8Go61RhZ0ETdubbtjrirVodIzWrWjQpFJPCvVHaIsdnx6rx4pKJDt92LIVEfyxLI4XFwQvtI47XJggCYoXWxoWzwlyBcCQPxFpERAV49Tt3FO7jATaTgTa5Bk3dPS75vRkNFmFR3qYAQRA2wsdkIiDt0dtUE2zFQq8D50Cv10D4e3GtjLPsPDDM667//OU8TlV3oVqsRPYoNr3cGVpY0DiVYxUdeGZ7b87H0wuT8MCsoXM+nM2pqk48vb0YrTIN2EwGnpqfgIeujrMZhoz098SPD87E3z4/g/ouNW7deAabH5juNOtpk4nAL0XNeHt/BZqlZBpkUogQLyxJxpykoDG5yrN3EOWxSQfRh+aQDqJJIUJy3uJwFbJj/DErIchlx6LQ6LH7HNnqyK2zbXUsTw/HysxIpA3R6nAEBoOBdQsScd+3edh0qh73XxWLIGH/V4bjLSTsSRP5INLfA42SHvx5UYxlaeEDfi9BEOhQam1MtCwtjNHkgTiCB5eFyRE+KGqUIrdO4jbCQq0zoEWqQatMAyaDTKh9alshVFqjTYVhONUFLpuJYBunzV6xYG2gFSDgOjT8nRQqJIXFZTzASQsLGqeg0Rvxxt4yfH2yDsDIcj6cgdZgxNv7K/D58RoQBLlCuuGW9AErA+G+Hti2ZiZu+/wMajpVuOWzM9iyZsaoNyCOVXRg/Z4yXGyVAyC3K9YuSMSKDNGYiKz+HERXZUZi7QJbB9EbpkbgbG0XtuQ04qmtRdj95Cyn2lqbTATO1HRhe34T9pxvtWl1zE4MwspMEeZPDHH6IN/c5GCkR/qiqFGKT45U41/LUgBYDKlkOFNDWn3n1Un6rD6OpZCwh8FgYFlqOD4+Uo1dxS2UsBjLPBBHmRbjbxYW3bgpQ+SU+xwMa7fNZmvHze4etMhIHwyJnb25B4eJX4ta+70/P09OH4HQX6XBm8926kVAfDA5wGltNHe5QQsLmlFzsVWOp7Y6J+djNFS2K/Dk1iJcMJ/M/zZtAv65dOKQ5eRQHz62PjgDt39+FpVipXnmYjrig4c/c3C+WYbX95RRbqJCPhuPzInHvVdGj0muQn8OovOSg/H8kuQBA5n+b9kkFDaY/S22FOKH+6ePes21vovc6thZ0ExVawBScK7MjMSNUyNcal5lqVrc9VUOvjtTBx6HiQstcrcTEv0xIzYAHx+pxsGL7Vj56UnUdqiHzANJtKo+JAQLERvk5fKft6woP2wEkDdCoyx7tAYjWqUatEh70CTtsbHrtnhhOJLpIeCxEeHrQQ1TXhUfiGunhNmIh0ABb1xCBIG/xmYILSxoRkx/OR9vrUwbc0c5giDw7ak6rN9TBq3BBH8vLl6/acqwht+ChXxsWTMDd3xxFmVtCty68Qx+uH8G1asdikaJGv/bX45fi1oAkOt2d82MwqPXxMNvFMODjqI3mrA1pwHvWTmIpkX64u9LkjE9NmDQ2/I5LHx0ewaWf3ACZ2sleP/PyhHNWyi1Buw2b3XkWJ1shHw2lqeFY2WmCOmRvmPSAmqUqFFQ3w0emwkCwCdHqqmvuZuQaJH2UAZaZ2oklEEan8NCXp2U+r6xygNxFIsTbKVYiW6VbtCfc4vbZpON0yYpGCwiYkRum35m/wsf8u/hvh5UheHDQ5X43/4KBAl5uG36BKc979FiERaN3Wq3DHJzBrSwoBkRbTINnt5ehJNVZASws3M+HEUs1+DZHSU4WkF6QVydGIS3VqWOKB48UMDDlgdI++/SFrnZoXM6UsK9B7xNt0qHDw5V4fsz9dAZyaupG9LD8fTCpDHpOxMEgT3n2/DWvnIqfCk6wBPPLU7GkmE4iMYFCfDfm6bgya3Dm7cwmQicqe3Cjrwm7DnfRpmOMRjArASy1bEwxfmtjv5Q6wzYc64NO/Kb+kRTMxjAE3PjsXhymNsKCQtMBhAk5KNdrkFSqBBvrUwd0zwQR/H34iI+WIAqsRJna7swOcKHakuQGR8aGxEx0OqqNSN12+yPpFDy93a0myHOJlDAhY8HB7IePeq6VEgOHfj95VLFvX5SaS4Jdp9rxYs/nYOsx7U5H0Oxv7QNL/x0DhKVDjw2E3+/diLumhk1quPw8+Ji8/0zcNdXZ1FM2X9PxxSR7ayIRm/EVydr8cnhaijMq3qzEgLx/OLkMZsrOVvThfV7yiiPkAAvLp6cn4C/TZswIgfR69MjcKZGgi05DUPOWzR0qbHDvNVh3eqIDfKitjrCfFy/BUQQBHLrurEjvxF/lLRSbQ4GA7giLgArM0XYltuEMzVdaJNpMTFs7N/EHRESU0S+VFhaVpQfxAot5r19FFViJUR+nm4jKpRaAzkgah4YtaypPvR9gUO3t3fbtBYRo3Hb7I9kc7WxWqyE3mgaF1ddgHSP7VL1RrR3yLXw4rEg69GjSqykhQXNX5vxyPnoD7XOgH//fgFbcsgky4lh3nj/1nSn+TD4eHLw3f3TcfdXOShskOK2L87gu/umIz3SF0YTgZ35TXjnQAXazGY3KWHeePHaZJduVFhT0a7AG3vK8GeZGADgwWHhgdmxWOMEo6//W5aCokYpLrbK+8xbqLQG7D7Xiu35TciptW11LDO3OqaOUaujqVuNnwpIC3LrE3VUgCdWZohwY0YERH5kxWiCvxdWfHIKOwqa8PCcOJd7hrRIe3C2tgtnqiU4U9uF+q6hhYR9noWQz6FWZvecb8Xt06Ncesz2qHUGSjxUintdN61FpAUuiwGdkaDcNq3bEhFWxlmudtu0J8LXA15cFlQ6I+o6VU73aVFpDXZ+Fpp+DLK0kKi0/VqcT/D3RJtdgN7lAi0saBwiv16CtduKqZyPR+bE4cl5Y5PzYU1RoxRrtxWhtlMFBgNYMysW6xYmOt3+2JvPwabV07D6m1zk1nXjji/O4ol58diR34SKdnKaO8LXA88sSsT1aRFjUlpvk2nw7oEKbM9vhIkgVwdvyY7EU/MShkwqdRQ+h4WPbpuKZeZ5i/cOVuKK+EDsMG91qK0qAlfFB2JlpgiLJoWOWatj73my1XGqurfV4cVlYWlqOFZmiZAV5ddH2GRG+WFOUhCOlHfgvT8r8e4t6U49rlaZuSIxmJCI8KFmOrKi+wqJ/liWFo7SFjl+L3adsOjRGVFlFg4V4t5KRFN3XwFhIUjII42ygoUIFPDwv/3lYDEZKPznAnjx3eeUwmQykBgqRGGDFBfbFA4JC0t1wd7fovffvd4XjgSpUcfCAAIEvV4WEqUOJc0yKh/ocsN9fgpo3BK9JefjUCVMBMYt58NoIvDx4Sps+LMSRhOBMB8+3r45DVfEBbrsMYV8Dr65dxru+vIs8hukeH1PGUwEmab5+Nx43DEjakxOqHKNHp8eqcZXJ2updc1Fk0Lw3OJkl1SLYoME+PcNk7Hux2J8eLgKH1jlQcQGemFFpgg3ZYxdqyOvvhvb82xbHQBwZXwAJWyGahWsW5CII+Ud+KWoGY9eEzeijR8LrhIS9lw3JQyv7ynDmdouiOWaUYlHjd6I6g6ljedFRbsCjd1qEANYOgQKuEgIto1uTwwRwNezd0iTIAh8f6YebXINSpplmBk3+KDwWJMc6o3CBinON8uQJvKxEQrifpw0u5T9VxcGwoPDQrC3rZ+FzdqqWUgEePFs1swPXmjH/ZvyLtuVU1pY0AxIi7QHD32fT6nqG6dG4JXrJ417zsfS1DC8dsMUlwdMAcCJqk7KyMZkzvV4a1UqFqa4PsdBazDi+zMN+PBQJeVXkBXlhxevTXZZsBJBENhX2k6FS/HYTGgNJixPD8ddM6ORMWFsWh3N0h78lN+EHQVNNifuCf6eWGkWNpZWhyOkinyxMCUE+y+0492DlfjotgyHbztWQsKeSH9PZEzwRUGDFH+ca8W9V8YMeRutwYiaDhXVurC0Muq7VAOeMP29uEgItrXsTgwROmSFzmAwkBXth99LWpFXJxkXYWE0EWiX9w6KWm+cnG8m37s2HqvBxmM1Dt0fgwEEePH6+FvYi4dgIQ9eI2w9xpm9LGo6lTCZiHEdJnYFtLCg6ZczNV145Pt8MBgMMBnAS0tTsNqBNzZnMlDOx41TI1x+clNpyTmOrbnkHEdyqBBCPhu5dd14fHMhPr8rC7MTXTNTYTIR2FXSgv/tL0ejhCxJxwV54fnFyViQEuKy555XJ8H6PWXIt7L95rKZaJdr0SbTOMUVczB6dEbsLW2lWh2WK2kvLgvXpYZhZWYksqP7tjocZe2CROy/0I4/Slrx2DXyAQc5x0tI9MeytHAUNEixq7jFRljoDCbUdqpsgsMqxArUd6lhHEBB+HpyzOuqAhvr7tFuck2L8cfvJa02K8bORK0zmLdMLH4WasrXormbjGkf6DkDAIsBGAly4yRYyLcSCP07afp7cUft4zIUkX4e4LKY0OhNaJH1DEskXwrQwoKmDz/mNuIfv5yD3kiAzWTARAAbDlQgJtAL1ySNjUeFfc5HdrQf3rk5fUxWOIsapXhqayHqutQ2cxwA8OgPBTh4UYz7N+Xhszsyne7ZcbKqE+v3XMT5ZtLkK0jIw9r5ibg5S+SyN7sqMWn7vf8CafvN5zDxwCxyGLRTqcPS94+T8xZ/Vjo9LZQgCOTXd2N7XhP+ONdqE4Zl2epYPHnoVocjTAzzxnWpYfijpBXvHqjAxruyAJBC4qzZifNMTRfqxlFI2HPdlDC8uusCChqkeOW3UrQryBCxuk7VgLbUQj67t/oQ3NvCCBLyXCIMs8zVs4L6bhiMpmH9nJpMBDpVWlIoWHlcWDtrSgdwF7WGzWQg1IdvE88e4ecBbw8OHv2B3FjJ/cf8Mft/Gwo2i4noQE8qBI4WFjSXLUYTgTf2llElw6WpYXh2URKe2laEwgYpVn+Ti3XzE/HoNfEuLd3Z53ysXZCIh66Oc7kVtsFowsdHqvHeIHMcH9+eice3FGBfaTvWfJeHj27LcEoK5YUWOV7fW4ZjZj8OAY+NB2fH4r5ZMS5bNRTLNXj3YCV+zOu1/b4lOxJPzU+k1kyFfA7Wr0jFE1sK8eHhKmRH+zulUtMs7cHPBU3Ykd9kcyKP9PfAyoxI3JQR4RIRuXZ+Avaca8X+C+1YsykPFe0KtxISANAu11CrqWdrukAA8OSy8PWpOpvvE/DYZNUh2Do4TIgQb9cIiIFIMlfzFBoDytoUNuvWGr0RrTJzm6LbvlXRgxaZxiE3TSGf3cfXgjTHIsVEsJA/4PvDq+Yo+op2JTKj/Jz2vEdLXJAAFe1KVHeoMGfs8v/GBFpY0AAgV0mf2lqIgxfJFcYn5yXgqfkJYDAY2LpmBl7ddQE/nG3A2wcqUNwkwzu3pDl91mK4OR/OpFGixlPbiqg2wEBzHFw2Ex/eloGnthXhj5JWPPJDAT7421QsmRI2osdtlvbg7f3l+LmwGYR5huOOGVF4fG48AlxkNqbQ6M2237WUodWClBA8vzip36HG5WnhOFvThR/ONmDttpHnifTojNhXSm51nKzupFodnlwWrpsShpWZImRH+7tEtFJGXvlNYIABTw6TqtDYC4nMaL8xnSOyFxI1nX2tntU6I3w9OHj0mnhKRIT58Mc9rpwgCHQptYgN9EJxkwz/+eMC/L24lEFWp3JoN00mAwjx5tv5WvAp8UC6aY78/yMp1Bvt8g6UtynGVFgYjCZ0qXRm/wrzoKjZy0Is11L+M5djGBktLGjQ1K3G/d/moaxNAR6bibdWpWG5Vaoij83CazdOQVqkL1765TwOXmzH9R+exGd3Zg6YPzFcKsw5HxeHmfMxWgiCwM6CZrxsnuMQ8th49YZJuCF94DkODouJ925JB5vJwK9FLXhsSyHeNRE2r9lQyNR6fHSkCt+cqqOu2CwVImelq9qjM5iw+Ww9PjhURWVPTJ3gi79fO3HI+OZ/Lk1BQQPpb/H4lkJsdjBPhCAIFDR0Y0d+E34vbqXMxABgZmxvq2OkQ3BD0dClJuPZC5psVijVZkH1j2sn4pZpkW4lJJgMYFK4D+VzERcswPy3j0Lao8fcicFj7hsD9AaAWSLYK8RKarbDkqQq4LFwpqbvnIUHh2Xna2FrjhXqw3epeVVyqBDHKjpQ3iYf9X0RBAFlH/8K680SUkB0KrXoUukG3Lix4MllodHOMO1ygBYWf3EKGrqxZlMeOpU6BAp4+PyuTEyd0L+qvzkrEhNDvfHQ9/mo7VThho9O4s2VqVia6vgJ1Z7+cj7eWJGKBSkhI75PR5GqdfjHz+fxx7nhz3GwWUy8c3M62EwmdhY04amthTCaTLhx6uApjxq9Ed+eqsNHh6sg15An2Rmx/nhxyUSXVWYIgsAf51rx1r5yahAxNtALzy1OwqJJjtl+8zksfHx7Bpa+fxw5tRJsOFiJZxYNXL9tkfbg50LSwKrW6sQZ6e+BFRkirMgQuWxexmLktSO/CWetjbx4bCw1G3lty23Aj3lNOFIhxgOzY11yHBaGKySyov3h42ErdK5KCMSR8g78XtyKJ+cnuPR4R5KkGuLNR6tMAw8OC88uSkSEnyflqOnrRDfNkZBkvvi5OIi1t6W6MNAqqvXfLVU+R2AyyKiAYG/z6qnVOmqPzoDX95ZTF1OXE7Sw+Avza1Eznt1RAp3BhIlh3vjy7iyE+w7uTTBF5INdj1+Fx7cU4GRVFx7bXIiSJhmeW5Q07OFC+5yPOUlBeHPlyHI+hsupqk6s+7EYbfKRz3GwmAy8tTIVHBYDW3Mbse7HYuiNBG7OiuzzvUYTgV8Km/H2/nK0mN32kkKEeGFJMuYkBbnsjfd0dRde33MRxeaV4UABD0/NT8At2ZHDvkqMCfSi5i0+OkLmiVxtNW+h0fe2Ok5U2bY6rjW3Oqa5sNVxtlbisJFXiDcPPxc242QVObA5Y4igtuHgDCFhz7LUcBwp78Bvxc14Yl68U35eulU6u+oDuaI6VJKqxdvCslliqaCkvrwfPXoj5k0McVnVbbgYTQQCBOTa7PlmGb48XoNOs4Cwdsx0pLpgjYDHtotYt/at4FP+FX6e3AHfU1RaUlh0KnWQqnU2/iCXOsMWFs3NzXj++eexZ88eqNVqxMfH4+uvv0ZWVpYrjo/GBZhMBDYcrMD7h0ivggUpIdhwS7rD5Wh/Ly6+vXca/re/Ap8ercbGYzU41yTDh7dNdXguwD7n4x/XTcSdM0aX8+EIWoMR/9tXjs+P1wIgr9zfHcUcB5PJwH9vnAIOi4nvztTjuR0lMBgJKk2RIAgcrejA63vKqDCkMB8+1i5IxIoMkcsGUsva5HhjTxkOl5OizZPLwprZsXhgVuyo2g728xZ/PH4VWmQac6ujxabVMSPWHyszI7HEha2ORklvq8OymguQIsiSWdKfWBb5eeLW7An47kw93tlfgW0Pzhjxz55YrsHpQYQEgwFMHqaQsGfBpBBwf2aiukOFsjbFsDJPZGo9KsQKG2+LinbloPMPI0lSTRX5IK++Gzm1kjETFmqdgYxZ7yZXUe23StpkGmp7RqM34t9/XBzwvizVhcF8Kyxfc0aL1ovHRpgPWemp7lAhM+ovKiy6u7tx5ZVX4pprrsGePXsQFBSEyspK+Pm5z6QtzeD06Ix4ZnsxVf5/8OpYPL8oedhXkWwWEy8sSUaqyAfPbi/G6ZouLPvgBD65I3PQk7R9zkdKmDfec2LOx2DYz3HcNn0CXrpu9HMcTCYDr14/CWwWA1+frMPffz4HvdGEjAl+WL/nImU/LeSz8ciceNx7ZbTLHDtbpD1450AFdhY0UcOgf5s2AU/MS0CQ0DnDoP9cmoL8+m6UtSlwzdtHKDdQABD5ka2OlZmubXXsOd+GHfmNNj19AY+NZWlkZSRjwtB+F49eE49teY3IqZPgeGWnw9suYrkGZ2p711NrOvoKiUnh3pgRQw6DZscMX0jY483n4JqkIOwrbceu4pZ+hYVco0eluW1RbiUixIPEkUf4elhVH0gRMdIk1axof+TVdyOvrhur+qnaDRdnrqICgMFEIDvaD5PCffr1sfD3Gri64CriggSksBC718bKaBnWT88bb7yByMhIfP3119TnYmLG1jSJZuS0yzV4YFMeSppk4LDIK+3RvgFcOyUMCcECPPhdPmo6VVj16Wn8+4ZJuCV7Qp/v7ZPzMTsW6xY4P+fDnrGY42AwGPjX0hRwWExsPFaD//utlPoal8XEXTOj8Og18fBzwM1wJMh69PjkSDW+PlkLrXkY9NopoXh2UTJinBi6ZTIR2Hu+Dd1qslxuMJrAZjJwfXoEVmaKMD3Gda2O3DoJtuc3Yfe5/lsdC1NCB72itifUh487pkfhq5O1ePtABWYlBPYrRsZDSPTH0tRw7Cttx2/FLZg/MRhVYpVNK6N1kECrcB8+JRwszprxwYJRh9ZZkx3th0+PArkOGmX1t4pqHbM+3FVU6zVU6wC0ICEPT2wtxB8lrZg/MQQPXh032qfqNOKDBTbuvpcLw/qp+u2337Bo0SKsWrUKR48eRUREBB555BE88MADA95Gq9VCq+1VzHL55TeocilwvlmG+7/NQ5tcAz9PDj67M8tpeR8JIUL88tiVePrHYhy40I7nd55DUaMMLy9PAY/NgsFowidHqsc058OCWK7BMztKKH8IV85xMBgMzIz1x/dn6qEzmGAwEUgJE+KzO7NcdvWuNRjx3el6fHi4irp6mxbjjxeXJA84hDtSTlSS5l2lLeTvsJDHgkJrBINBYHl6uEvsnBslZIrpzgLbFNPoANLa+8YMESKGmAsajIfnxGFLTgOKG6U4VCbGvIkhbiMkLHQptcipleB0dScYIFeUb/rkdL/fG+rNt/K0IEVEQrBgTHw4LEZZNZ0qdCg0YDGZvVWGblvRMJJV1P78KxxdRU0OEeIPtKJ8kAFOZ0MQBKRqfZ+NEeuB0EoxeTz2P2OXOgyCcHxkhc8n34zXrVuHVatWITc3F08++SQ+/fRT3H333f3e5uWXX8Yrr7zS5/MymQze3pdfDr07svd8K9ZuK0aP3oj4YAG+ujsbEwKcf6IzmQh8crQa/9tfDoIA0iJ98c/rJuL1PWXjkvOxr7QNL+wsQbda7/I5Do3eiPW7L+Lb0/UAAH9PDiTmE/3TCxLx+DznTvKbTAR+KyZtvy1rlAnBAjy/OBnzJgY79TmWtsjw+p4yHK/sBEC2HB66Oharr4rBa39cxA9nG+DvxcXuJ2Yh1Gf0gk2tM2DPOXII9HRNb4qpgMfG0lSy1ZHZT4rpSPnv7ovYeKwGfp4c+HpyUNtpu/43XkLCMgBa3t73ZOjBYSEjytfGWTMhROjS4+oP+2ySb07VQak1gMNkQO9AmpftKqqVf4VZNDhrFXV/aRvWfJePlDBv7H5y1qjuS2sw9rNm2jsISqWhKrXQG4d+DThMBkR+Hjj87DWjOq6xQC6Xw8fHZ8jz97CEBZfLRVZWFk6dOkV97oknnkBubi5On+5fQfdXsYiMjKSFxRhAEAQ+PlKNt/aVAwBmJwbhw9umunxn/2hFB57YUghZjx4sBgNGgnDIH8JZ2Od8uHqOo7RFhqe2FqHSnFR4zxXReGFJMr48UUu99k/MjcfaBYlOee7HK8lhUEvlIMSbh3XmYVBn2n43davx9v4K/FJEmndxWAzcPt3WvEujN+Kmj0/hQqsc06L9sfkBx/wt7CEIAjnmrY7d53pTTBkMK2vvSWHDanUMRXmbAjvyG7GzoBkSlQ5cNgM6A9FXSET7u1QIOyIkkkOFmBEbAD6HiU+P1iDEm4fTL8wbs/Cq4WSTWILrAHIYkqow+HjYiYixW0Vt6FJj9luHwWUxceHVRX1+RgmCgKxH368nhb14sPh2OIqfJ6ffTJIgIQ9sJgOPbi4EkwFc/Pdil7eFR4ujwmJYrZCwsDCkpKTYfG7ixInYuXPngLfh8Xjg8VzjIEgzMFqDES/+dA4/FTQDIE92L1030eXhOgAwO4HseX95ohYcNgNGPYG7rogaE1HRJ+djdiyeXpAELtv5z9tkIvDFiRq8ta8ceiOBQAEPb61KpfJUHr0mHmwmA+v3lOH9Q1XQmwg8tyhpxK/B+WYZ3tjbWzkQ8th4aE4cVl8Z49QTrlStw4eHqrDpdD10RvIEsSwtHM8sTOwz7c/nsPDR7RlY9sEJ5NRJ8O7BCjy7KNnhx2rqVmNnft9WR1SAJ1ZmiHDjMFNMh6JbpcNvxS3Ykd+Ec+bkSwDgsxnQGAiE+/Lx+2Oz4C9w3YT+cITEjFh/TIsJoJJGtQYjfjjbgHa5Frl1Ekx34posAOiNJtR3qahYdcsAaK2D2SQavQk/FzYjOVSIXx690mVDysNBodFDpTNQgueVXaUwEqDEQqdZMFh+1h2By2LaxqMPsEUSIOAOKhYIgoCQdw4KrQH1XWqnGQ6ON8MSFldeeSXKy8ttPldRUYGoqCinHhTN6OhSavHgd/nIq+8Gi8nAy8sn4c4ZY/N/pNEb8fzOEvxa1AKAnDqv7lDho8PVqO9S440VqS5ZPXQk58OZtEh78PSPxVSpfkFKCF6/aUqfddsHr44Dh8XEq79fwCdHqqE3mPCP6yYOS1w0StR450AFfi4kRSKHxcCdM6Lx2Nx4h6KtHUWjN+KbU3X42Mq8a2ZsAF68NhmpIt8BbxcT6IX1N03B41sK8dHhakyLCbDxt7BHrTNg7/k2KsXUgheXhaWp4ViZJUKWE1sdBqMJxyo7sCO/CQcviKkTCJvJwLyJwViZGYmMCb645n9H0CLV4HhVB65Pj3DKYwOjExL28NgsLJoUih35TdhV0jJiYWEwmlAvUfdWH8wioqZTOWD53pFskmazMVqlWDlo4qizMJkIiBXaPhkk1rkkCk3vCrQnl4XvzjQMeH8+Hpwho9KDhDz4eDin0sJgMBAbLEBxoxTVYuVfU1isXbsWV1xxBf773//i5ptvRk5ODjZu3IiNGze66vhohkl5mwL3fZuLpu4eCPlsfHx7BmYluCbe2x6xQoM1m/JR1CgFm8nAv2+YjFuzI7HpdD3+/fsF/F7Sisp2JT69M9OpmwqNEjXWbiui5jiWpYXjP9dPdln5+veSFvz9p3OQawzw4LDwr2UpuDU7csA3mtVXxYDDYuCfv5biixO1MJgI/N+ylCHfmLpVOnx02LZysDwtHM8sTHLqjIzRROCngia8e6CCMu9KDhXi+SXJmJPomHnXsrRwnK3twvdnzHkidvMWBEEgt64bO/Ib8UdJb6sDcH6KqYWKdgV25Dfhp4Jmm0HBSeHeWJkpwvK0cBsh+MCsWLx9oALvHazEdVPCRlzdc6aQ6I9laeGkEdi5Nry8bNKgx2k0EWiQqG1bGO0K1HSoBrxC9+SykBDcKxyGk01iaXE0S3tQ1CjFlfGjE/Y9OqOtYLAeBpWRPhWOzDH4enIAApD26DEp3BvzJob0G58+Hq2IuCAvUlhcRpshw/otzs7Oxs8//4wXX3wRr776KmJiYrBhwwbcfvvtrjo+mmFwuEyMx7cUQqk1ICrAE1/enY344LHJFbjYKsd93+SiRaaBjwcHn9yRQVUL7r4iGpPCvfHwDwUob1dg+YcnsOGWdMybOLp1z/5yPv59w2Rcnx7ukpaLQqPH//1aip/MlYM0kQ823DrVIZF058xosFlM/P3nc/jmVB30RhP+ff3kfnvkGr0RX5+sw8dHqqirrSvjA/DC4omYIvLp8/0jhSAIHKnowBtW5l3hPnysW5iEG6dGDHun/6XrUlBQL8WFVjme2FKIzQ9MR7tCi5/ym7CjoImyEwdIB8eVmSLc5ORWh1Td2+ooaeptdQR4cXHD1AisyBAhJbz/3vC9V8Xgq5O1qOlU4ZeiFqzMHNye3YKrhYQ9V8SRt+9S6XC6pguzEoJgMhFo7FZbVR8U5uRMJTXvYI8Hh4X4YIHtFkmwEBG+HqOa3ciK9kNzUQ9yaiWDCguCINCl0g2QfKpBs7QHkgFcQK1hMRkI9bZkkPD7zHGE+XpAwGPjm5O1eHnXBYT5eGDdgsQRPz9nY3Eurb6MNkOGNbzpDBwd/qBxHIIg8NXJOrz2xwWYCNLx8JPbM13mmWDPwQvteGJrIdQ6I2IDvfDlPdn9nmzFcg0e+aGAqiw8MS8BT81LGNGb2GhyPkZCXp0ET20rQlN3D5gMcn7iiXkJw55Y357XiOd2loAggJuzRFh/Uyp1AjeaCOw0Vw4sngQTw7zxwpJkzB7AY2GklDRJsX53GdXKEfLZeOyaeNx9xejMu2o7VVj2wQkotQZE+PLRItP0STFdlRWJ7GjntjqOV3ZiR34TDlxot2l1zE0OxspMEa5JDnbo/+qzo9VYv6cMkf4eOPT0nH5vM9ZCwh6jicBjmwuw53wbogI8IeSzUSVW2hiVWcNjMxEf3GvBnWjeJBH5jU5ADMT3Z+rx0i/nMTM2AK+vmGK1bqqxWzntGVD0WCPgsSnR0Ltu2rs5EizkOVRdOl3dhb99fgaR/h44/txcZzzVIVHZBZb1t3La2K2GQmPAjFh/bF0zc0yOa6S4ZHiTxv3QG03416+l2JJD9g1vzY7Eq9dPdsmwoj0EQeDz4zVYv6cMBEFeVX98W+aALYhgbz42PzADr/1xAd+ersf7f1biXJMUG26ZOqy2hTNyPhxFbzTh/T8r8dHhKpgI0llywy3pyBoiDXQgVmWRGR3rfizCj3lNMBgJvLkyFccrO/H6njLqJBXh64GnFybihvQIp77513ep8Na+cvxeQgoyLouJu68gzbuckVXQKu2BnycHKq0BzVJSHLkqxbTS0uoobEaHlbtkShjZ6rg+PXzY0fN3zYzG58dr0Sjpwfa8Jtw2fYJbCIkLLXLKVyOnVgKF1gAOi2FTBeKymYgLEvQ6aZrFRKS/p0sdJVVaA6rE5kqJWImCBvLC4XRNF65+68igt2UwgGAhr9ejwmJw5WMdmc52ighNDiXnFxolPVBqDSM2BzOaCHSp7NdMrcPKesWDWud4YNm5JhkIghjXwDZnQVcsLmGkah0e+aEAp6q7wGCQEdD3XRUzJj+YOoMJL/1yDj/mNQEAbp8+AS8vn+TwFfzO/Cb8/edz0BpMmODvic/uzBwy/6C/nI8Nt6YPOlg4Gmo6lFi7rYgK8LopIwKvLJ/kFLOhXcUteGpbERmSZC5rA4A3n43H5sbjrpnOtf3uUmrxwaEq/HC2HnojuVJ5Y3oE1i1MdEor4mKrHK/vKaMC5dhMwGAih+H2PjULYT4jN7GyRqrWYZe51VFs1erw9+LihvQIrMiMwKTw0bWLvjxeg3//cRFeXBbCfT2oNWJrxlRI1ElsBhABQMBlQWcioDOY8MicOKzMFGGCv6dLt756dEZKQFSIezdGrOPo7eGyGBD59yadWkemi/w8EOLNH5OLIAvTXjsIsUKLnx65Ahl2BnJqnV11Qa5Bh1ILsVxr87FLqcVw5lI9uaw+9uHW2yT+nhzc9MlpGE0ETr8412m/K66Arlhc5tR0KHHft3mo7VTBi8vCe7dOxfwxiBoHyKHCh77Px9laCZgMMjviniuihyVoVmSKkBQqxEPf56NBosaNH5/EGytSB5zGt8/5uH36BPzDCTkf/UEQBLbkNOLfv19Aj94Ibz4b/71pyqji4e25dkoYDpWJ8XNhM1RaAxgM4L4rY/DYXOdUDiyodQZ8daIWnx6tgdIcEDYrIRAvLEke9QkYILcA3t5fjp8Lm6lskjtmRGHN7Bg8sCkfpS3kvMWWB2aM+KRnMJpwvMrc6ii1bXVcY2l1JAWP+gRV16nCzoIm7Mgj/U9MACUqkkKEVIjYtBj/YVdCBsMRISHksZEd408dQ0qYN/67uwxfnaxFs7QHsUHOm6XS6EkBQcamK6l5jcZu9YAJoIECLpV6mhAixE8FzSho6MZzi5Nx/yzXxtIPhcFoojZH/L24ECu0+N++cvh5cdFBiQaNzUDxUDAYQICX/eZIX/EQLOQ5VKWLCvBETYcK1WKVWwsLR6GFxSXIqapOPPxDAWQ9ekT4euCLu7OGlXY4GqrEStz3bS7qu9QQ8Nj44LaplG/DcJkc4YNdj12FJ7YW4nhlJ57cWoSiRin+fu1EqvJhn/MRYM75cJWI6lJq8cJP53DgQjsAclDu7ZvTnPrL3iztwdM/FlEBWlqjCQQB1EvUTvOjMBhN2J5PzmtYQqgmhXvjxSUTcVXC6FdwZWo9Pj5Sha9P1VF5DktTw/DsoiTK6+Kj2zKw9IMTyK3rxjsHKvDcYsf9LQCgSqzA9vwm/FzQbBOklRwqxKqsSFyfHo7AUZ7gFRo9dp9rxY78JuTWdVOf57EY6NGRonL3k7OcOmBqNBG42NorJM7WOiYk7IXZsrQwfHWyFgcutKNHZxz2z461a6Yl8bSyXYEGiXrAK3J/L67Vxkhv7oh9xUahMaCgoRu5dRKXCwuV1pxwarVqaj0A2ibX2Ky+CnhsmzVnazw4LAR7k/Hn/a2bWj7n78V1anUoLkhACosOpVN+P8cbWlhcYmw+24B//XoeBhOBqRN8sfHOLKelVg7FsYoOPLq5AAqNAZH+Hvjy7uxR7137eXHxzb3T8M6Bcnx0uBpfn6xDaYscH942FSBgk/NxTVIQ3nBRzgcAHCkX49kdJehQaMFlMfHsoiTcd1WMU2ccfituwT9+PgeFxgBPLgv/tywFQQIeHvqhAAcutOPh7wvw8e0ZI26DEASBgxfFeGNvGarMV9siPw88uygJy1LDR/1cNHojNp2uw0eHqykHwhmx/nhxycQ+qbbRgV54fcUUPLa5EB8fqca0GH/MGUKEytR6/FZibnU0SqnP+3txcX16OFZmikZdaTGZCJyu6SJXNs+3UkOPTAbpTrsyU4TZCUG49v3jaOruwZ5zbXhg9shPjs4SEvakR/pC5OeBpu4eHCoT47rUsH6/bziumRZ8PTk2fhWWj44KuWkxZJshr657VHMDJhOBTqWtTwW5QdI7COqIEyabyUCYLx8cJhM1nSqE+/Bx/6xYW/HgzYcXlzUuMw5xQQIcQDv1O3upQwuLSwSjicBrf1zEVyfJ+YLr08PxxorUMXO223S6Dq/sugCjOXr40zsynVYOZjEZeHZRMqZE+OKZ7cXIqZVg4bvHYDCaoNQawWMz8dJ1E3HHGOV8JAQL8N6tUwdcSxwJco0e//rlPH4xG4elR/piwy3piDZvz3x5dxbu/zYPh8rEWPNdPjbemTns/9uChm6s332RuvL29eTg8bkJuGPGhFHv5xtNBH4pbMY7ByrQLCV76kkhQrywJBlzkgb2uliaGo6zNRJ8d6Ye634sxh9PXNWn+mM0EThuNrDaf6GdqoCwmAxck0S2OuYmj77VUd+lws78JuwsaKaeA0D6CKzKisSNUyMQ4t0rWp+Ym4Dndpbgk6PVuG36BIcHT10lJOxhMBhYlhaOT45UY1dxCxZOCkFdp5VrprmVUTeIa6a32TXTknxqERFBAt6oftcmR/iAy2aiS6VDbadqwFaNRm+0qi6o0WwVkd4i60GrVOOQI6Y3n207/Olru3IaJOSBxWTgfLMMSz84AbXeiHuvHF771pVYbAEuFy8LWlhcAig0ejyxpRCHy8kr96cXJOKxufFj8kthMJrw6u8XsMl80r0pIwLrb5riEiOZxZNDERfohZs3noasRw8TAYT58LFpdTYSQlzT6hko58OZgi2nVoK124rQLCVXVR+bm4DH58bbDLrOSgjC1/dm475v8nCsogOrv8nFF3dnOTRDUtOhxJt7y7G3tA0AuV64+qoYPHR13KhDqQiCwNEKMpvE4nUR5sPHWnM2iSPbBv+4biIKGrr7zFtUiZXYkd+Enwub0C63bXWQWx0Ro67GKbUG7C4hWx05VnHeQj4by9PICkh6pG+/v0s3ZUTg4yNVqOtS45tTdXj0mvh+H2OshIQ9Td1qeJp/TveVtiH5pT0YyCvKEddMZ8Jjs5Au8kVOnQS/FDYjJdzHpuLQIiP/3qkc2qeCySBTWymxYBeLHu7Ld3igOj5YABaTQaWOWgvJ8URkTui9XIQFvRXi5jRK1Lj/2zyUtyvA5zDx9qr0AUuezkbWo8djmwuobIrnFifh4avjXCZoenRGPLOjGH+YVyEtrMoU4d83THbqyd4+5yNIyMNbK1OHLNUPB53BhPf+rMAnR6phIkhTqHdvSUdm1MBx5jm1Etz7dQ5UOiOmxfjj63uyB7xS7lBo8d6fFdiS0wijiQCTAazIEGHdwkSnzISca5Lh9b0XcbKq1+vikTnxuPfK4W+s1HepsPT9E1BoDZidGAiFxoDCBin1dV9PDm5IjzC3OrxH9TNmMhE4U9uFHXlN2HO+DT16ciiPySAF3MpMERakhDj0HH4pbMZT24rg48HB8eevgTef45CQEPDYmOYCIXG2xrz2WtuFRklv1YXNZMBgIuDFZSE+RIjEYMGwXTNHg1StszHnKm9XoLhRCo3ehKFOMJ5cVp9tkXCr0LIQb+cknFqY9/YRVHeo8O3qaYNaz48Wk4mARK3r18fCOqdErNBSg9VxQV74+ZEr4T3GKbWOQm+FXAbk1Unw4Hf56FLpECzk4Yu7s1y2WmlPfZcKq7/JRXWHCh4cFt69JR2LJ4e67PHEcg0e2JSH4iYZ2EwG/nPDJHSrDXhrXxm25zehrE2BT+7IcMoQnaM5H6OhukOJp7YWUUFXqzJF+L/lk4bcnZ8W449N903DPV/lIqdWgru/ysHX92bbXJEptQZ8fqwGnx+vofbk5yYH4/nFyUgKHX3WQKNEjbf2leO3YrJtw2UxcddM0utipKZroT58LJwUip0FTThV1QWDiTC3OoIoA6vRVsHqu1TYWdCMnflNNq2O2CAv0uVzqmjYse7L0sLx0eEqVIqVeOyHAnDZLOTUdlFZKhZcISSapT04U93Vr5AAyFZRqsgHLCYDeXXdmBnrj80PzHCpgJD16G3zRcztFmsfEXtYDAamiHx6nTHtRISzcjccJTnUG9UdKpS1ykckLDR6Y//pp+YNE8vXOpW6YeelVHeoUNOpQrrdvNKlBi0s3JTdJS1450AFulQ6JIcK8fW92WO2hnS2pgsPfZ+PbrUeod58fHF3FiZHOM9K2p7zzTI8sCkPrTINfD05+PSOTMwwhytNifDB41sKcK5ZhmUfnMAHf8sY1dT0LvPwpCXn4/+WpeCWQXI+hgtBENic04D//H4RPXojfDw4WH/TFFw7xfEqU2aUP767fzru+vIs8uq7ceeXOfh29TR4clnYmtOA9/6spErIaSIfvHjtROr1Gg0SlQ4fHKrE92fqqfyFG9LD8fTCpBE7mppMBHaVtOCtfeWU34HBRMCDw8L2h2aO+udKqTVQWx05tbatjmXmVsfUAVodQ2FJQtUaTGAAOGau3AHjKyRI/4wAZEX5wYtHum7Of+cocuu6IVXrneK4K9foUWm1akoKCIVNy8qeCF8PqzkNIcJ9+bj9i7MwEgQ23pXpsqHr4ZIcKsQf51pR3tZrdGYyEZD26HvFgp13hcXTokOh7VOdGooAL65dCiq/n/VUHtZsysfpmi5Ui5W0sKBxPltyGvD3n8+BY+5fq7QGNHf3jImw+DGvEf/4+Rz0RgKpIh98fleWS/uQ+0rb8NTWIvTojYgL8sKXd2dTA40AcFVCIHY9fhUe+j4f55vluOurs3hucTIenB07rJPFaHI+HKVTqcULO0tw8KIYAOlE+vaq9GFfJQPkcOfmB2bgji/PoqhRiuUfnAABUNHi0QGeeHZRMq6dEjpqUdSjM+Krk7X49Eg1FFZeF88vTh7Vif9EZSde33sR55tJ75FgIQ+Pz43H1txGlLbI8fJvpdi6Zvj+FlSrwxzEZWl1MBjAVfGBWJUViYUOtjrsMRhNOFphTkK92N4n4OqKuAC8sCR5XIREZpRfvxWv+GABUsK8caFVjr2lbfjbtAkOH4NSa0ClVTx6hZgUExZL+f4I8+GTw57BAiSGkrMa8cGCfo8tOdQbF1vlyKvrHpa4diZ6owntcg0122GZY9h/oR3LPzxBtSYGGnDtDy6bieBB0k8t/w4QcB1u48QFe5HC4jKYs6CFhZthySoAgKsSgnCxVY7G7h6s+uw01syOxboFiS4ZnDSaCLyxtwwbj9UAAK5LDcP/VqY5zVfBHoIg8OnRGry5j7QDn5UQiA9vy+h32FDk54kdD12Bl345jx35TXh9TxmKG6V4a1WaQ7a8uXXk8KQl5+Oxa+Lx+AhyPgbjcJkYz+4oRqdSBy6LiecWJ2H1laNbVZ0c4YNP78jEnV+eRZtcA63BBD9PDp6an4i/TZsw6i0Jg9GEnQVNeOdABXUlmhLmjRevTR5VIm5piwyv7ymjZnMEPDYeujoWq6+KgSeXjdmJQVj6/gnk1Xfj7QMVeN5Bf4uGLjV2FjRhZ0GTjdtjbKAXVpgDzUYqvodKQvX14GDtj8UoapQiwtdjRKLCWUKiP5alheNCqxy7ilv6FRZqncV2W0nNQFS2K21aRvaEePPM1uC9nhUJIQJ4D8N5NjvaDxdb5ciplbhMWCg0eputEmsvi2ZpD9rlmj6+HCwmKaqsg+oAcq3Z3sOiT6XBmwchzzk249ZYwsguh5VTWli4CQRB4K195fj4SDUA4OE5cXhuURIUWgNe+e0CdhY04bOjNTha3oG3b05zimuiBZXWgCe3FuHgRdIUajThYI6gNRjx95/OY2cBaQd+18wo/GtpyqBv1nwOC2+tTEV6pC9e2VWKPefbUClW4tM7MgdMcNUbTXjvYCU+PuKcnI/+6NEZ8d/dF/HdGXJrJilEiA23pjvFsOxYRQee2V5svmom3xkDBDxclxo2KlFBEAT+NHtdWLZhInxJr4vlaSP3umjqVuOd/RX4uYh04eSwGLh9ehQenxtvM78SFeCF11ek4tHNBfjkSDWmRfvjmuT+h2ZVVq2Os9atDh4bS82tjowJI2t1DCcJlSAIfHOqDsVNMnx6tBr/uC5lyPt3pZCwZ2lqGN7YS4bKHavoQKdS2+uaKVb0eWxrgoQ8KtnUOuV0OPk9A5Ed7Y9Np+uRVy8Z+pv7wWQiKNfMlj5eFuTf7edd+oPLYiLMPBAa7svHb8UtMILAq8snIS3SF8HePAR48cbUXtyey2nllN4KcQNMJgL/+u08vj9DBok9vzgZD8+Js/mefaVt+PtP59Cl0oHDYuCp+Yl4cHasU8qx932Ti7I2BbhsJt5aObCttjPoUmrx0Pf5yK3rBovJwP8tS8FdM6OHdR8FDd14+Pt8tMu1EPDYePvmNCyaZDtY6sqcDwvnm2V4alsRdYVx75XReH7x6FdVNXojXt9Thm9O1QEg33CeXpCI//utFGKFFvHBAmy+fzqCR9CiKmzoxvrdZdTqpY8HB4/PjcedM6NGXAmTqnX46HAVvj1VT3kOLEsLxzMLEykXzv7416/nsel0Pfw8OfjjiVkIN6/cmUwEztZKKAMry4CqpdWxMlOEhSmhI6qmWZJQt+c34uAFsY09+LyJwViZGYk5SUH9VrOOlItxz9e54LGZOP7cNX1ef0eExJQIHypjJCvaf8RCwoJco0denQRnaiT4/kw9enTGAbcw7G23LSLCmRby9rTJNJix/k8wGUDx/y3s8/vXozOiRWZbYbAWEW0yTZ92VH/4eHCooVBqq8TKxyJQwLMRzDd8dBJFjVJ88LepWJbmPKv+0dAi7cEVrx8Cm8nAxX8vdmpF1Vk4ev6mhcU4ozea8Mz2Yvxa1AIGA/jPDZNx+/Sofr+3U6nFP34+h32lZGVh6gRfvL0qbcQ5AQUN3VizKR+dSi0CBTxsvCuzTzCPM6loV+C+b3PRKOmBkM/GR7dlYPYI1706FFo8urmAGth79Jo4rFuQBCYDNjkfPh4cvHbjZKfmfBhNBDYeq8E7B8hV1WAhD/9blTbi52LNxVY5ntxaiIp2UqzcNTMKLy6ZCA8uC7WdKtz2+Rm0yjSICfTC5gemO1z6r+lQ4q195dhzvtfr4t4rY/DwnJF7XWj0Rnxzqg4fH66irhpnxgbgxWuTHdpe0hqMWPHJKZxvliMzyg//W5mKX4tbsLOgyeakHBNIbnXcODWCEh/DxRlJqARBYOWnp5Ff3417rojGA7Njcda8cnqmRkLNv1hwtZA4U9OF880ymzI/AwCTyUBmlB8SQwRIosyv+tpujwV6owmz3jiMNrkGf5sWCQ8OG81SNWW3LVEN7WPBYjIQ6s3vE50e7usBka8Hwnw9hv26vrCzBFtzG/HYNfF4ZlHSSJ+eUyEIApP+bx/UOiMOrrt6wErseEILi0sAjd6IR38owJ9lYrCZDLxzSzqWD6GeCYLATwXNePm3Uii0BvA5TLy4ZCLunBE1rBL2r0XNeHZHCXQGE5JDhfjynmxEjPBN2xGOlIvx+OZCKLQGRAV44su7sxAfPLrVSL3RhPXmICaAtJbmsVlUwqarcj7WbSuiyvKLJoVg/U2po37TNpkIfHWyFm/uLYfOaEKggPTVsG8RNErUuHXjGTRLezDB3xNb1swY9P+tQ6HF+39WYktOAwwmMtV0RYYI6xYkjvgkbTQR+KmAzCFpMQ/5JYcK8fySZMxJHNiFsz/qu1RY8t7xPvHSAh4by9LCzK0OvxG3OpydhLolpwEv/nQODAb6BHKNh5AAyEHeGbEBmBjmjZd/KwUB4MTz1zg132QoDEYT6rrUNpbhle0K1HaqoDcS8OSyBowQ9+KyrEyvrKsO5J8QIc/pqa1fn6zFK7suYP7EEHxxd5ZT73sk6AwmdCq1uPPLs6juUOGzOzP7VGHdAdrHws1RaPS4/9s8nK2VgMdm4tM7MgfsM1vDYDCwIlOEGXEBeG5HMU5WdeH/fivFgQvteHNl6pAnC5OJwIY/K/H+n5UAgPkTg7Hh1qmjfgMcCEtv+t+/X4CJIH0aPrsj0ykrcRwWE/9aloK0SB88u6OECvViMxl4fnGyy3M+Xl42CauyRKMe4mqTafD09iLKiGr+xGC8viK131yGSH9PbHtwBm77/CwaJGrc8tlpbHlgRp91UJXWgM+P1+DzYzVUauM1SUF4fkkykkNHJugJgsCRig68YeXCGe7Dx7qFSbhxaoRDLpzWVImVeHNvGdQ6I2XwlBLmjTWzY7Fo0ihaHU5OQpWodPitqBk7CpqoDRc2kwGDkUBapO+4CYkZsQGYHutvI5z3nG/FmRoJ/ihpxYNXx8HZGE0E6rtUVvMb5MeaDtWA1ttcFgNqnRH+XlysyhT1sdv29nD+IORQWH4HytvlLnsMgiAg7zGgQ6mx87jQ9vHBkKp7805CvXlokw68lXMpQAuLcUCi0uHur3JwrlkGIY+NL+/JxrSY4Q0URvh64LvV0/HdmXqs33MRJ6o6sWjDMbyyfBJunBrR7y+qvbPlg7Nj8dzi5GGfEBxFbzTh5d9K8cNZcnbk5iwR/nPDFKcPSLGZTFgX3pgMBvy9uE4TFUPlfIyG3eda8eJP5yDr0YPPYeKfS1Nw27QJg77Rivx6xUVtpwq3fHYamx+YgehAL+iNJmzLbcSGg5XUdkOayAcvLJmImXEj97ooaZJi/e4yylTMm8/Go9fE4+4rhu/CKZZrsOHPSmzL7XUMjQn0QqVYiVZZD6bF+A9bVDg7CVVvNOFoObl2+mdZ79oph8VAxgQ/nK2VgM1k4P1bp2JCwMgrA6MVEvYsSwvHmRoJdpW0jEpYmEwEGrvVlBGWJf20ukNJZbnY48FhIYEaAu11/lRrjVi44RjUOgOeXpg0rgOSFpLNRnKNkh4otYZhCUJLdcHaQbM/w6wOpXbA16o/OCwG+GwW2uRalDTLhr6BG0MLizGmVdaDO7/MQZVYCX8vLjatnjZirwAmk4G7r4jGrIRArDOvwq37sRj7Stvw3xttnSStnS05LAZeu2EKbs6OdNbT6oNMrccjm/NxsqoLDAbw4pJkPDBreN4TQ0EQBD44VIV3DlQAAK6KDwCDwcDxyk48vb0YxU1SvHRdyqjeyM7WdGHdj8VUzsfjcxPwmF3Ox0hQaPR4ZdcF7MgnN2NSRT5495Z0auVsKMJ8PLB1zQzc9vkZVHeocMvG03j46jhsOl2Pmk4VACAqwBPPLkrCdVPCRvy6N3Sp8db+cuyycuG8+wrShXO4Q39KrQEbj1bj8+O1lPfE/IkheH5xEiYEeGLlJ6dxrlmGx7cUYuuaGUO+xq5IQi1rk2NHXhN+KWq2ybGYEuGDlZkiLE8Lh58XF3d9lYNjFR14/1Al/rcqzeH7d0RIRAV4YkZMAGbE+WN6TMCwWlZLJofhX7+W4nyzHDUdyiHnr0wmAs3SHpvY9AqxAlViJZX6ag+fw0R8sCV3pFdERPh69CvmCYKAnycH3Wo9zrfIXDrH5Sh+XlwEC3kQK7SoaFdgaqQv5BpDH9ttG6Fg/lq3eug0VWu8+ez+vS68eQgS9H7Ox4ODvaVteOSHAlRd4psh9IzFGFLXqcLtX5xFs7QHYT58fHffdKcN6BiMJnx6tBobDlbCYCIQKODivzdOwcJJoTjfLMP93+ahTd7X2dIV1HaqcN83uajpVMGTy8J7t07FgpQQpz6GRm/E8ztL8Ku5irD6yhj847qJYAB4789KvGdu9WRG+eHj2zOGbfKlM5iw4WAFPjlaDcLBnA9Hya+X4KltRWiUkGLlkTnxeHL+yHw1OhRa3PzZadSaxQRAnlifmBuP26ZHjVhUdSm1+OBQFX44S7pwMhjAjekRWLcwcdi9e73RhC05DXjvYCW6zMN6Uyf44sUlE20qdQ1dalz3/nEotAY8eHUsXlwysc99uSIJ1eKwuSO/ibJgB8gtCnIWQ9RnfbioUYobPjoJJgM4sO7qAQWhQqNHXl03lStyzslCoj/u/ioHRys6sG5BIp6YlwCAPLk3S3t6jbDMbpqV7UpK5NnDZTMRHyTos0Ui8vMcdpXzgU15OHChHX+/NhlrZju/RTMYlpaE9cZJi7QHOwua0KnUwdeTgx6dEdphVBfYTIaNayb5d1IkBAksooH8/HAqehXtCix89xiEPDZKXl7oNumrFugZCzfjYqscd36Zg06lFjGBXvjuvmlOHa5is5h4bG4C5iQF4+kfi1HersCa7/IxIzYAhfUSaI0E4oK88NU92YOuAI6WU9WdePj7Ash69Aj34eOLu7OdGj8OAGKFBms25aOoUQo2k4FXr5+M26b3mgKtXZCIKRE+WPtjEfLru7H0gxP4+PYMZDvoXzHSnI+h0BtN+OBQFT48VAkTQbaz3r0lfdhtMGtOVXdCrOjtx3pwWPj8rkxkRo3sPnt0Rnx5ogafHq2hgpFmJwbhhcXJw/5/JAgCu8+14a19ZajrIjcmYgK98NyiJCye3NcxdEKAJ95cmYqHfyjAZ0drMD3GH3OTSUHq7CTUgRw2OSwG5iWHYGWmCFcPsHYKkO2w+RODcfCiGO8drMT7f5sKYHyEhD1LJofiaEUHNp2uQ0OXCpUdKlS1K6hZG3u4LCZig7x6PSzMImKC//AFxEBkR/vhwIV25NZ1Y81sp9wlhcFoQrtC28ffwtrzYqDn7slh2sw3CPlsG6EQbCceLFUHXw+OS3x+ogI8wWQACi1ZPRnJSrk7QFcsxoD8egnu/ToXco0BE8O8sWn1tFHHQQ+G1mDEOwcqsPFoDVjmobgpEd74/v4Zo47RHowtOQ345y/nYTARmDrBF5/d6fx8gIutctz3TS5aZBr4eHDwye0ZuCK+/+yQ2k4VHvouH+XtCrCZDPxzaQrumhk14FUAQRD44WwD/vPHBWj0phHlfAxEXacKT20rQpG5ZH/j1Ai8cv2kYbkYWmM/9zE53Bs6owkV7Ur4eXLw3X3Th9ViMxhN2JFPunBaZhQmR3jjxSUTceUAr+9gnKnpwnqzQyoABAp4eHJ+Am7NjhyyMvPyb6X45lQdfDw4WDM7Bgcvip2WhFrepsCO/Eb8XNjSr8Pm9ekRDm/4lLbIcN37J8AAsDJThIp2xbgICa3BiKIGKdVeya+XQGckqIFYCxwWAzGBXmY7bnMLI1SIKH9Pp29d2FPQ0I2bPj4FP08O8l9aMKyTskprW22w9rxokWrQJtc4FPYV4MUlt0/MqakdCi1+K27BpHBvfHpH5rCrC65izluHUdelxuYHpuOKuJHnIrkCumLhJhyr6MCD3+WjR29EVpQfvrwn26Und4C8AhHy2CAA6o3lXLMc75rtk51t0200Efjv7ov48gS59rk8LRxvrkx1+i/pwQvteGJrIdQ6I2IDvfDF3VmD9pBjAr3w0yNX4PmdJfi9pBX/91spihuleO3GKX1eA/ucj6viA/G/VWkjyvmwhiAIbMttxKu/X4BaZ4Q3n43/3DhlyLXiwRho7kOtM+Kur3JQ3CjFbZ+fwff3Tx/ST4IgCBw0u3BajL5EfqQL57LU4btwlrcp8MbeMhwqI19HTy4La2bH4oFZsQPGv9vzxLwE7D7Xig6FFm/tI+dnRpOEOlCroz+HTUe50CLHzvxmcFkMMJkMbDfPygBjLyQKGrr7lPE5LAb0RgLZ0X6454oYJIYIEB3oNW6mS5PDfcDnMNGt1qOmU0mtmptMBDqVWjRZtSjIqoOGEhKynqFnGjgsBsJ8etdVI/w8EGFlkhXu69Hn/eh8swy/FbegWdoDkZ+H27Qd4oIEqOtSo1qsdDth4Si0sHAhu8+14smthdAbCcxODMKnd2TAk+val5wgyJP858fJk/xDV8dB3qPD5pxGfHOqDscqO/DOzelOS89TaPR4cmsRdSJZtyARj8+Nd/qQ5ufHa7B+D5krckVcAD65PdMhy2EvHhsf/G0q0iN9sX5PGX4qbMbFNgU+uyOTmuZ3Rc4HQG7/vLCzBPsvkIZmM2L98c7N6SM+0Qw19+HjwcR3903DPV/loKBBits/P4tv75s24LBcQUM31u++iNy6bgBkJeDxuQm4Y8aEYbtwtsp68O6BCuzIb4KJIIXAbdMm4Il5CQ5X5yyzGO9bpbcCpOnW+3+bOuxWxzHzLMZwHTYHQqLS4deiZmzPa8KFVqs1RXMb5emFCViRETkuQiJIyKPWXmfEBqC0WYYnthahXa51SlDdaNAajKjtVEHk54kqsRLP7igBn81Ci6wHrVLNgGuq1vh4cKxWVPuaZNk7azpCfLAATAYgVeshVmhdGrY4HOKDBfizTIzqDtXQ3+ym0MLCRfyY24gXfiqBiQCumxKGd29Jd/maldFE4O8/ncO2vEYAwD+XpuC+q2IAAAsmheL5HSWo6VBhxSen8OicODw2N2FUx9QoUeP+b/NQ3q4Aj83E2zenOdXhEiBPpi/9cg4/5pFXhLdNn4BXlk8a1gmBwWDg/lmxSAn3xuObC3GxVY5lH57AWytTcbyy06U5H2KFFhwWA88sTMIDs2JHLFYcnfvw5nOw6b7pWP11LnLqJLjryxx8c2+2TT5KTYcSb+4tx97SXhfO1VfF4KGrh+/CKevR49Oj1fjqRC11slsyORTPLkpy2BG2v1mM6ABPLEgJwefHa3G6pgvnmqXUvMVgDBQmNhyHTWv0RhOOlHdgR34jDpWJqVkMLouJ+SnksOgvhc34rbgVRQ0yPD430eH7HghHhESggIeZcb1CIjbQy0Y8hPnw4cFhoUGiRkmTDGljEMOtN5pQ26my3TBpV6CuS021KgQ8lk1bC+h11gz35VPVhd6qA/l3V/js8DksRAd6oaZDhbI2hdsIC8sg8KWcGUILCxfwxfEa/OePiwCAW7Ii8d+bprjMK8KC1mDE2m1F2H2uDUwG8PqKVNyc1btOek1SMPavnY1//VqK34pb8P6hKvxZJsa7t6QjMWT4Dpj59RKs2ZSPLpUOwUIePr8ry+lvXt0qHR76Ph9nayVgMoCXrkvBvVdGj/jq64o4MoL94R8KUNwoxZrv8qmvrb4yBs8tTnJJzseGW9JHvFI8krkPAY+Nb1Zn475v8nC6pgt3fZWDr+7JRlyQAO/9WYEtOb3+ESszRVi7IHHY7qRagxHfna7Hh4erqOG3adH+eOHa5GGtE541z2JYZk8CvLh4an4Cbp02ARwWE3ojabC27sdi7LbKE7HGFQ6bF1vl2JHfhF8Km6lNFoBcC16ZKcKy1HDK5C06wAu/l7TizzIxChu6MXWY65RagxHFjTJq4DO/vn8hYRERM2IDEBfkNejvgSeXjfkpIdhV3IJdxS1O/d20uGxa/C0smya1naoBo8eFPDZCvHmo6lDBx4ODV5ZPoioOrnDWdJSJod6o6VChvE2Oq51gyT9ajCYC/gJS3Fdfwimn9PCmEyEIAu8cqMAHh6oAAGtmx+LFJckuL0OqdQY8+F0+jld2gsti4v2/pWPx5IFPPL+XtOClX85DqtaDy2bi2YVJWH1VjMPi5+fCJjy/4xx0RhMmhXvji7uznGqbDZBbAPd9m4v6LjUEPDY+uG0qrkka2pnUEf682I6HvidFhd5IIGOCL75ZPW3Eg5QW7HM+7p4ZhRfMOR8joVOpxfM7SvBn2cjmPnp0Rqz5Lg/HKzvBZjLAYgBa8xX3vORgPLc4GUmhwxOVJhOB34pb8L/95VR0eUKwAM8vTsa8icEO/6xXtCvwxp4y6rl5clm4f1Ys1syOtbk61RqMWPXpaZQ0yZAxwRfbHpwJDotJhYntyG/CgQuuc9gEyJP6TRnkLMZAr9cz24uxI78JsxIC8d190wd9HFcIif7YX9qGNd/lI9Sbj1MvzB12tWwkLpsCHpv0uKAMssgh0VBvPpRaA9Je2Q8TAZx5cd6o55ecwft/VuKdAxW4KSMC79yc7rLHUesMtmZack0/TpxadCm11PDvpHBvbFszAwInBieOFnp4c4wxmQi8sqsU354my+rPLkrCI3PiXC4qZD16rP4mF/n13fDgsLDxrkzMShhceS9NDce0aH88v7MEh8s78NruizhwoR3/W5U2qIugyUTg7QPl+OgwGe2+aFII3r0l3elzI8cqOvDo5gIoNAaI/Dzw1T3ZI6qq9Mem03V4ZdcFGE0EJvh5oFWuQUGDFDd8eBKf3ZmJhBE8Tr85H6tSRyWEDpW147kdJaOa+/DgsvDC4mQUNpyB3miC1mBCTKAX1t80ZUQ+JicqO7F+z0WUtpAn3RBvHtYtSMSKDJHDV5z9zWLcmh2JJ+cn9LtBxGOz8NFtGbj2/eMoaJDiHz+dg58Xt0+YmCscNhekkGunsxOChnx+T85LwC+FzThe2YmcWonNCvFYCQl7rk4KgpDPRptcg/yG7gHXrY0mAo0SsgJRKVY65LLpyWUhIVhACQfLimq4D3/A4xbyOUgJ98b5Zjly6yRukSpqEYplrYph39ZkIiBR6yi7botYoOy7rWy8LavbjmB5+Upb5KjtVGOKaGTVzvGEFhZOQG804bkdJfi5sBkA8O/rJ+HOYUaBj4QOhRZ3fZWDi61yePPZ+PreaQ4bOAV78/HVPdnYmtuI//x+ATl1Eix+7xj+uTQFt2ZH9nlzUOsMePrHYiod85E5cXhmYZLTd7mtT/xZUX747M7MYfXEB8JgNOHV3y9gk1n43ZQRgfU3TcHFVgUe/j4fNZ0qXP/RSfxvVdqw1ktbZT14ZnuxVc5HCN5YMWXEx9yjM+K/uy+Oeu6DIAh8e6oO6/eUQWswgWP+f2ru7oFqGG9yALlW+fqeMhyv7ARAXpU+PCcOq6+McbgaI9fo8ckR21mMxZNC8ezipCHdRiP9PfHkvAT854+L+KmwmSq3j4XDpqNE+ntiVVYktuQ04H/7yvD0wiScrZWMqZCwh8dmYdGkUOzIb8Ku4hZkTvCjXDbLrVoY1R2Ou2wmhZKW3QO5bA5FVpS/WwkLi7V3VYcSBqMJbBYTPTqjrQOnRSxYPmf+d5dK59CaqwU+h4ngQbwxLJ/z9+Liti/OIqdWguoO5SUpLOhWyCjR6I14bHMhDl5sB4vJwNur0nDD1AiXP25Ttxp3fHEWdV1qBAp4+O6+aSMeOmzoUuOZ7cXIqSNDvK5JCsIbK1Ipc5Y2mQb3b8rF+WY5uCwm1t80BSsyRU57LsDAJ/7hbif0h6xHj8c2F1AnxucWJ+Hhq3urSZ1KLR7fXEjlYDx4dSyeXZg05FWqdc6HB4eFfy5Nwd+m9RVljnK+WYYntxZS0+AjnfsQKzR4dnsJlfJ6dWIQ/nvTZPx710XsLW0Dh8XAh7dlDJme2NStxjv7K/BzUTMIgryKv316FB6fG++wcNIajPj+TAM+PFRJWSFnRfnhxWuTHTLxapb24O395fi5kDwGBgA2i4FXlk/GykyRk1odXNw4lXTYHGlAm8Fowi9FzXhuRwkIArB/Ux0LIWGPWK7B16fq8MmR6j6tMHuc6bI5GLvPteKRHwowMcwbe56c5bT7dRSl1mBjpNXcrcbG47UwmgiIfD0g69FDMczqQoAXF4ECXv+23ZR9Nx9eXJbD/+cv/nQOW3Ia8PjceDy90D1i3QE6Nn1MUGoNeOBbckCOy2bi49syMN/J1tX9USVW4I4vctAm1yDC1wM/3D991IFYRhOBr07U4q19ZDnf15OD/9wwGVH+Xrh/Uy7a5Vr4e3Hx2Z2ZDjtYOspQJ/7RUN+lwupvclHdoYIHh4V3b0nH4sl9T6gGowlv7ivHxmM1AIAr4wPw/q1T+z2B9pfzseGWdIe3IOwxmghsPFaDdw6UQ28kECzk4e2b04ZsafXH/tI2vPDTOUhUOvDYTPz92omUKZjeaMLabUX4vaQVbCYD7906Fdel9q3OSNU6fHS4Ct+eqqd66cvSwvHswiSHA7dMJgK7Slrw1r7eWYy4IC88vzgZC1JChvy/lan1+PhIFb4+VUeV46+dHIqaTnKC33reYjD0RhOODeKwuSpLhNmJw1s7tabSsoVi1ZphMchNpEWTQjAzLnBMhcQZc5XkTE0XaqzWFVkMcit2LFw2Bz1GhQbTXvsTDAZQ9K+FTvX0MZkIdCi1ZsFg5YshNftidKsh1/QvGnhspk1VicdmItjbLBTsLLotGR/B3mR1wRXeIJYFgGunhOLj2zOdfv8jhZ6xcDHdKh3u+ToHxU0yeHFZ+OLu7FGlRzrKuSYZ7v46BxKVDvHBAnx/33SnDEGxmAw8MDsWVycFYe22IpS2yPHY5kIwGYCJABJDBPjy7uw+8dyjxdET/0g4W9OFh77PR7daj1BvPr64O2vA7Qw2izwJp4p88NyOEpys6sLyD0/ikzsybEymnJnzAZBX5Ou2FeFsLVktWjwpFOtvmjLsWHm1zoB//34BW3LIVeOUMG+8d2u6zcwIh8XEhlvSwWEx8XNhMx7fUgCDKR3Xp5MVNo3eiG9O1eHjw1XUG/AVcQF4YUnykEZb1pysImcxLFWBYCEPaxckYlXm0LMYGr0Rm07X4aPD1ZQx0oxYf7y4ZOL/s3fW4VGdWxf/zcQ9BAkkAYIHAgSSQGgpBYqXUtzdWuot1KgLLS20hXop7kWKOxS3ECFGnLi7Z/x8f5xkSEJkJkLv/S7refqERmbOmTlz3vXuvfZauLW1JTGnRKu3+O5sBCuffThPBGp22OzpaM0Udyee18NhsypqCz8b2cOeQ/7JKNQapni2bTTBcXXIKJThHfOASFT1PZBIxOtArREITytkTM/W/Dyz7782gQHQysoU5+bmxGWX4J+Qq9frI1Oqq3HflJGcV0JKnozU/FItcawNDzwxxPHWgMQ8ApPymdjXkVef6UxLKxOsTB59lHtFlGdIRf+XToY8Jhb1QFq+jLmbvYnKEO2Tty/qr9eNt77wjslm8XZfiuQqejnasH1R/3rfHGtCV3srDr88kJd2+fFPeAaGBhIQJLw1vGujkwp9Fn59sd83kQ8PB6NUC/R2smHjPE+d5tSf6+1AV3srXtzpR2xWMVP+uMWq8T2Z6O7Iz/9E8cul6EbL+TgakMxHR0IolKkwNzbgs3GuTPV00vuGFpiYx5v7AojNKkYigRcGdWT5yK7VtpEMDaR8N9UNwzK3yLf2BWgrAuvOR5KSL+aOuLS24v0xLgzu2lLn4wlNKeCbM+FcLWvBWJoYsmxwRxY91aFOga9aI3DkbjI/nI8kOU+scHSzF49hSLcHx9DWzpy1U9xYtsuPDVdj6N/BjmHdxSphfcLEdIVKreFadNkUyr3ap1CsTA3ZeC2WH85FMkSP168u6Eokytst/Z3tsDE34nZMNjP+vM2N6KyH7Mb/DXg62xGXXYJPbI6WWAiCQE6xokLOh6yKdXdppbHfmiCVQGtrU+0oq9aJs8wXo42NKVZVpiy2XI8lMCmfIrlK53Thpkb5ccRllWi1H/9NeEws9ER8djFzNnuTmFOKvbUJuxZ71WuSQF9cDE/npV3+yFUavDrYsWm+50MfkMbCtpux2jFAU0MDCmQqXtrtzyyvdnz4bHedrZlrQ30X/rqg1gisORPOhrKWxtjebfhuipteI59d7a04+upAlu8L5EJYOu/+HcS3Z8PJLhP5TerryGcNyPnIL1Xy6dEHOR9929myfnofvcPh1BqB3y9HaxNt29iY8v00tzptgA2kEr6d3BtDAyl77yTwzsEg7c8cbExZPrIbE/s66lwar6rFMJRKmDNANy2GIAhciczkm9PhhKeJyvw2NqYsH9GVSe5O1R7D6J6tWTjQma034lixP5APnnXhUkRmvcLE6kJ0RiEH/JI47J+szVCB2qdQlg3uxG7vBIKT8zkXml6nlqUm1JdIVEU/ZzttRPi1qEwtEXvUKJ8+MS/7LB7wFQlgud5Bl3RRc2MDLUl44MT5wFCrPp4YLm3E+3dEmv6TIU0FR1szbXsmKbe0wa3uR43HxEIPRKQVMmezN5mFcto3N2fXYq9G38VXh6MByazYH4hKIzDMpRW/znZvkrAcQRD47tyDcdIXB3fkjWe6sPZcBFtvxLHHO4HrUVl8P82t3joLtUbg2zPhWi1DfRb+mlAsV/HGXwFcCBMttF8f1oU3h3Wpl3rd2tSIP+d68N7fQRzwS6JUrsJAAp8+78q8Bkz8VMz5MJBKeO2Zzrw6tLPeN8PEnBLe2heAb7xox/1c7zZ8NaGXTjbnIIoLHWxMkCAK9+QqDaNc7flxRl+dry2tFuNWvLbq8VzvNrwzqptOJCk4KZ9vzoRpJ2qsTA15eUhnFg50rvMY3h3lwoXQdBJzS3n372Dt9+sTJlYV+SVKjpe1OgKqtDp0mUJpbmnCwoHO/HrpPuvORzKiu71O12BjEYmqMJBKGNu7DVtvxHE8MKXJiYVGI5CUK06fRGY8mD6JzijSkgcDCeIoZpS80t+2sjKp7LppY4pjM3McbE1xsjXH2qzxWxTlgt2EnBKK5KomcfnUF1KphI4tLQlLLeB+ZtFjYvH/FUFJeXx0OITMQjldWlmye6lXoyd3Voddt+P5+GgIggDj+zjw3VS3JhELaTQCnx67px1zfHd0N14e0hmAT8e5MqK7Pe8cDCIhp4RpG27xwtMdWT6i+nJ7TWjMhb8qkvNKWbLdl7DUAowNpayd0lurHagv9vkmakeIZSoNGkE01Olqb6W3D4RCpWHdhUj+qCHnQ1cIgsAh/2Q+PXaPIrkKKxNDvpjgyoQ+jjrfcKuSEgcbM2Kzizl7L529dxJYOLBDrX8vU6rZfjOOXytoMSrqIHR5/rVnIzgWKFZsjA2kzHuiPa8M7VyntkQQBC5FZPDN6XASy0ShII6Jfju5t95hYuVQawSulWWLnAtN1xIlMfxMbHU846K74dbSQR3ZcTOe8LRCToWkVmt131REojqMc3Ng6404zoemU6pQNwqRFwSB5LxSotKLiKjgwhmdUUSpsoaIdkMpnVpYEJNVjFql4eUhnXiqSwscbc1obWPaKFNg+sLOwpiWViZkFsqJTC/Uyzm2KdG51QNi8W9VmeqLx8RCB9xNyGXeljsoVOKHJatIzs3obMb3cWhSgc9vl6NZcyYCgLkD2vP5866N7hsBonL+nQOBHAlIQSKBL8b3ZO6A9pV+58nOLTj95iC+KJuG2HAlhsvhmfww3U0nD4HkvFIWb/MhPK2w0Rb+ctxNyGXpDj+yiuS0sDTmz3meDbo5VJfW+uoznXl9713C0wqZvcmbD57tziId7cWjM4p4c99drZixppyPupBfouSDI8GcDEoFoJ9zM36Y1kfnqpkgCBy+m8wnR+9pd2afP+/KxL4OfHs2gg1XYvj8eCgqtcDSpzs+9Pdqjfj3P5yL0GoxqtNB1IScYgW/XIxm5+04bctiQh8HVozsptM5BCTmsfpUmFboamNmxIju9hz0F0vqKXmlehOL6IwiDvolcfhuEukFlVsd5ZUPfcLPymFrbsziQR1YfyGK9ReiGNOzDdnF8kdGJKqib1tbHG3NSM4r5VJEhl5eLYIgkJovq2TfHZlRRHR6IcWKGghEHdMny3b6ceZeGlamRv8RCZ4ura3ILJQTkfafQyw6tRSrFPcz/vvCyB4TizrgF5/D/C0+FMlV9GhtjVKjISqjiDf3BXDobjJfTejZ6O0QQRD45kw4G66I7YJXhopmVE1BYkQfDn8uhGVgKJXw/TS3Ghd8a1Mjvpvqxsge9nxwOJiI9ELG/3KDN4d3YdngTjWW8/0TcnlBu/Cb8Oc8j0b78B4LTOHtA4EoVBpcWluxab4nTs3q/35UTWt9a3hXXh8mprUefnkgKw8FcSQghS9PhBKYmMc3k3vVKEysmvNha27E6om9GKPHTb0cN6OzWHEgkNR8GYZSCW+N6MqywZ101kFUJSUe7ZuxfvoDUvL+aBeMDaT8fDGar06FoVBreGVoZ+15XI7M5Fs9dBAVUapQs+VGLH9cvq/1CBjUpQXvjXbRSawbl1XM2rMRnAwWj93YUMrCgc68PLgzNuZGWJsZseVGLCsOBHLqjUE41pEuml+q5ERZq6NiIJatuRET+jiWtTqsG/x5WzjQmU3XYojOKGLA1xfILKosPmxKIlEVEomEcW4O/HHlPscDU6olFoIgkF4gr5wBklFIdHpRjd4ORgYSOrawpEuZhXc5iWhvZ15re8/TuRln7qXhE5fDS3RqtPOsL7rZW3EtKuuR6yyK5ZWtvjMLZdp/h6SIAuTo/8IwssfEohbcic1h4dY7FCvUDOhox5YF/TCUStl4LYYf/4niamQmI9ZdYfmIriwa2KFRlLtqjcBHR0LYeycBgA+edeGFp5vmg1coU7Jkuy/esTmYGEr5fY67TgmSI11b49G+GR8cDubsvXS+OxfJhbAMfpjm9pCXw9GAZN45GKRd+Dcv6FfnjV8XCILAugtR/PRPFCBmX/w4s2+D+qN1pbWaGYvjsH3a2rLqZBjHAlOITC/kjzkeD/VAG5rzUQ65Ss335yLZeC0GQYCOLSxYN72PXqFSN+9nsWK/SEoMpBLeHNaFl4ZUJoISiYQVI7thZCDlh/ORrD0bgUotMNSlJatPhWvNw6xMDXllaGcWPFm3DkKtETjol8i681GkFYgVjh5trFn5rItOHh1ZRXJ++ieKPd4JqDQCEglMdndi+YiulcLI3h/jgl98DoFJ+by6x5/91fhbqDUC18umOs7eS6vS6mgpTnW4tGqUUnxyXimH/ZM46JdEkVyNhbGBllQ8IBJ29O9gh61540511YZxbm3448p9LoZnEJNZREpeWRUi40EaaU0+D4ZSCc4tLETi0OqBgZZzC4t6tWbLp6l843LQaIQmqcTqA621d1pBHb9ZN9QagexieRXC8OA/raNnobzGik85jKQScorkCILwr46/6ovHBlk14Nb9bBZt86FUqeapzi3YOM+zUl8yNquYDw4Fa2+4rg7WrJ7Uq0FjpwqVhuX7RQMjiQRWT+zFjP7tGnoq1SKnzIcjKCkfSxNDNs331Fs3UF5a//TYPQplKkyNpKwc013bRln/z4OFf3j3Vqyf0bCFvxwypZoVBwK1u+8Xnu7Ie6NdGmTwUzGttWVZWmufWhbvO7E5vLzbn6wiOVamhvw4o4+WlP0Tls57fzcs5wPEoK43/gogLFW82c3yasdHY7vrnM0iV6n54Vwkf5aRkg5lpKS284LKLbhy6KuDuBgu6iCiyubwHW3NeHtUV8a7Odb5OpQoVGy6FsuGK/e1N96h3Vry3hiXGp0xE3NKGPvTNQpkKl54uiMflPlb3M8sa3X4J2vJDYg71Kme9W91VEWpQs3Ze2kc9Evixv0syu+qZkZSNALIVRo+HdejTv1KU0CtEQhLLeDW/SzWXYiipJbFzEAqoX1zc7q2qtzC6NDCQi+X07qgUmvo/fk5ShRqzrw5qN6Op42FkOR8nvv5Os3MjfD/eES1i3iJQvUgB6SwmmyQaoLEdIGZkUGZGVdl905bMyM+OhKCAPh9NLxRog0aisfOmw3AjegsFm/3QabUMKiLSCqq250JgsABvyS+OhlGfqkSqQQWDuzA8hFd9R7JLFWoeWm3H5cjMjEykLB+evWuiI2BtHwZczZ7E13mw7FjkVeD/OhT8kp592AQ16NF58wBHZtjbmygbSe8+HRH3m3gwl+OjAIZS3f4EpiUj6FUwlcTezK9X8PIV8W01h5trNm8QLe01vQCGS/t8sM/IQ+JBF4Z0pncEjm7vUWTqm72Vvw4s4/eN82qOR92FsZ8O7k3I/RwdY0qIyWhZaRkZv+2fDS2h07X5bWoTF7a5UepQo1aENNLN8/3pJ0Okx53E3JZfTqcOxV0EK8905k5A9rXWeFQqTXs801k/YUorYtlbycb3h/jolMf/uy9NF7cKabWzh3Qnnsp+fhXaXWMd3NgqmfbRml1CIKAf0IuB/2SOBGYWqldMKCjHVM82jKmZ2v23klg1ckwHG3NuPT2kEZdoKtDOZEo13J4x+ZQWKESYSSVoNQIdGhhQZdW5Smk4teOLS0emYByziZvrkdn8eWEhzVdjxIypZq4rGLG/HQNQYCXhnQS80IqBIllFMjqrC5UhGj1XTUTxKRCJsgD6+/aPpOD1lwkMaeU/S8+0SDPnMbCY2JRT1yNzGTpDl/kKg1Du7Xk9zkedd4Qs4rkfHkilKNlvgSOtmasmtCToS66ucoVyJQs3uaDT1wupkZS/pjjwZAmcuyLyxJ9OJJyS2ljY8rOxf3p3KrhPhwajcAu73i+PhmGrMJI2dcTezG9kaouIcn5LN3hS2q+DFtzI/6Y41GvlM6Kx1wxrXVkD3vWz9AvrVWh0vDliVDtNE056p3zUSDjnYMPcj6GdGvJmim9dZ5AEgSBHbfi+fpUGHKVhmbmRnwzubdOXgoypZo1ZyLYckMUrTa3MCK7WHS/XPxUBz4a273GxTg2q5i1Z8M5FSyG1JkYSlk4sAMvDelUp22zIAicvZfOmrPhWhvqdnbmvDOqG2N7tdG50iNTqpmzyVs77QLiDnxIV7HV8Uz3xml1pOSVcvhuMgf9kojNeiCsc2pmxhQPJya7O1XSXcmUap5ec4mMQnmTLKJ1EQkAKxND+newo3MrSzZcjcFQKsH3o+GPtBVTFesvRLL+QhTj+zjw44y+TfIcgiCQW6IkJa+UpCo23+VGXBWdWU2NpDUGssGD6sJDNt/VBIk1Rmt8wdY7XI7I5OuJvZjl1TTVa33w2NK7HrgUnsGLu/xQqDQM7y76RehyI2phacKPM/oysa8jHx0JISm3lIXbfBjn5sAnz/WotdSaVSRn/pY73EspwMrUkC0L+jV6Fkc5wlILmLv5DllFcpybm7NriVeDhI4VIZVKGO3amq3X44jNFm+2agEuRmQwvId9g8t4Z++l8eZfAZQq1XRqacHm+f0aNNtdNa31pSGdeKceaa3GhlLG9BITJMtH7FpZmTCtn5PepKJqzseHY8W2kq476+rCx9ZOeRAmVxvCUgt4868AItJF8dq8J9qzckx3/vZP4qMjIWy+HotSreGzcZUnkzILRR3E3ju16yBqgl98Dl+fCsevjAzYWRjz+jOdmeXVXuedvVoj8Ld/EuvOR5Ka/6Dd4WBryoFlT+Bo2/BrXKZ80Oq4Hv2g1WFubMCzvdowxcOJ/s521V4/pkYGvDK0M58eu8evF6OZ6qH/tVER+hCJcmFoDwdrbcXwalQWYakFnAlJa7JWqy7oX3af8ymrbtUHSrWGtHxZ5XyQ/IokQlbj6GtFmBkZIJVCsVxNL0cbnurSopqMEP2CxBoDnVpacjkik/v/ZQLOx8SiDBdC03l5tz8KtWgU9PNMd71LlkO6teLcW0+z7nwkm6/HcjwwhSsRGXw4tjvTPB9OvUzOK2XuJm9isoppbmHMjsX99Y5/1hV+8bks3HqHApmK7m2s2bGof6P0lsuRmFPC7E3eJOSU0NLSmOfcHNh1O56z99Lxjctl9aRejKyHA6EgCPxxJYY1Z8MRBHGa4JdZ7g0KL6qY1mpkIGH1pN5MqWda6947CXx8JASVRqBba0sKSlWk5suY+OtNvp3Sm+d1iIbWJeejLpwPFXUd1YWP1QaNRmDLjVjWnBHD51pYmrB2Sm9ttW3OgPYYGUh4/1AwO27Fo1QLfDWhJ6VKNZuuxfLnVd11EBURnVHEmjPhnAsVPU1MjaQseaojLw7uqLOjbLmnxbenI7SEyMHGlIUDO/DzxShS8mRsuxHHh2N76PR41T2+f0JeWasjpVKrw6uDHVM8nHi2Vxud2ksz+rdlw5X7pOTL2OOdwKKndNdaVCYSOdyJzX5IZGllYki/DnbaBNUebaxr3DGPc2tDWGoBx4NS/lVi0aedLYZSCSllxKA6UXeBTFkpUCypjCwk54r5IOmFMnSpubewNCkz3TLVOnVWdO60NTfip3+iWXchki72lrw32qUJzlh/lGeGPCYW/4U4ey+NV/f4o1QLPNurNT/O6FtvEypzY0M+HNuD8X0cef9QECHJBbz3dzCH/JP5elIvrQd8TGYRczZ5k5Ivw8HGlF1LvOqdjlkXrkVl8sIOP0qVajzaN2PLgn6NmioYmV7InE3eZBTKaWcnOpK2a27OFA8nlu8LJCK9kBd2+jHZ3YlPn++hsxW2XKXmg0Mh/O0vpojOHdCeT8f1aFCJMTgpv1HSWqvzulgzpTclCjWv773L9egsXt97l8DEPN4f41Lj9RSQmMdbFXM+nu7IihHddCa1IikJ004RdS8jJV11ICVp+TLePhCo1cYM796Kbyb3fsiienq/dhhKpbxzMJC9dxKISCsgPrtEm92gjw4io0DGugtR7PdNRK0RkEpger+2vDm8q16W7lU9LaxNDXn1mc7Me0KcVmnf3JwXdvqx8Vos/Ts010ufkppfyiH/ZP72SyKmQqvD0fZBq0PXlNdymBga8NqwLqw8FMxvl6OZ0b9tjS23xiYSVTGutwNrzkRw6342GYWyR2L0Vx3MjQ1xaWNFSHIBf1yOxsHWXBsoVk4mdIkwNzaQ4mBblg9iY1bJubPceEuXClH5ZMh/krV3+Xrx3xZG9j+vsTgVnMrre++i0giMc3Ng3TS3Rgt8Uak1bLsZx/fnIilVqjE2kPLqM50Z1KUFS7b7kl2soGNLC3Yt9tKpbFwfnAlJ5fW9ASjUohB1w1wPvTQEdSEwMY/5W++QV6Kkm70VOxf3r1R6l6vUrDsfxYarouOkg40p301148nOtS9C2UVylu3ywycuFwOphE/H9WiQlTaI7/Xy/QHIlJoyQWI/vRcIeNjrYvmIrrz2TGdtdUCtEa3Rf78saje8Otjxyyz3ShUilVrD75fvs/6fKNR65HxURNXwsaWDOrKihvCxqjgdnMrKw8HklSgxNZLy8XM9mNW/Xa0VjvIoZzMjKaVKDW2bmfHuaBeddBBFchV/XrnPxmux2tL08O72vDe6m16VmbisYtaei9BOBBkbSlnwpDMvD+n0kF7gyxOhbL4ei42ZESdff6rWtl9NrQ4zIwPG9GrNVI+2eHWovtWhK5RqDcO+v0JCTgnvj3Fh2WBxjFwXImGpbW3oTySqw4RfbxCQmMfnz7sy/0nnej+OriiQKYkqG2mNTC8qG3EtJL1A/lBkeVU0MzeqNlCs/N/NLYwbZVw1PruYwWsvY2woJfTzUf8RwV/ZRXI8Vl1AIoHQz0c3imNqQ/BYvKkDjgem8Oa+ANQagQlldtlNcTEl5pTw0ZEQbe/bQCpBrRFwdbBm+6L+D+0QGwsHfBN57+8gNAI826s166b3aVTF9837WSzd7kuxQk2ftrZsW9ivRjGYb1wOKw4EEp9dAsCCJ515b7RLtR+UyPRCFm/3ITGnFCsTQ36d7c7TXev2PagJgiDw66VovjsXCYjag59n9a1XiFhdXhcVcSYklRX7AylWqGltbcrvc9zp267ZQ5ba49wcWDW+p87mSNWGj+lA1kBc4D87do+DfmIVqLeTDeum96k11VEQBPb7JvL58dBKo4pje7Vh/Yw+tVb3FCoNe+8k8NM/UdoKR992tnzwbHe9KkVZRXJ+/ieK3RU8LSb2dWTFyG41+qIoVBqmbrhFYGIefdrasv/FJypVggRB4G5iHgd8kzgRlFJJp9C/QqujMbMj/vZLYsWBQKxNDXlxcEfuJuQ/EiJRFZuvx/LliVA82zfj4EtPNtrjFslVRFVx6IxKL6ykfakOZkYGjOnZ+kGLoqxt4WBr1qgbodqg0Qj0/OwsJQo1F5YP1rYh/k0IgkDfL8+TV6Lk1OuD6m1Z31h4LN6sA0cDknlrXwAaQRSbrZnSu1HGIatDWztzti3sx7rzkfx0MRpTIynFcjWuDtZNNnpWfuMAmO7Zlq8n9WrU8zsfms4re/xRqDQM7NycP+d61tpr9nS249Trg/j6VBi7vRPYdjOOq5GZ/FDFV+FyRAav7blLoVxFOztztizwbNDUikyp5v2/g7RJogsHOvPhs93rdZOu6HXRqszrojajqtE929C5lSUv7PQjJrOY6Rtu83wfB04Hp1KsUGNlYsiXE3rqZQ1flZSM7d2Gr3UMH/OLz+GtfYEk5JQgkcDLQzrx5vCutRKD3GIFKw8Fc+aeKHL16mDH+D6OfHoshJPBqWgEgR9n9H3oOhYEgZPBqaw9G6Elkx1bWPDu6G6Mcm2t8/lW52kxuGtL3hvtUudN1thQyi8z+zL2p2sEJOax9mw4H47tQVq+jEN3RQOrmMzKrY7JHk5MdnfUO2lWF4hTCCUYGUiQKTWsPRup/VlTE4mqGNurDatOhuIbn1ujvqE2lChUWvIQlVGkdeosj7yvDvbWJuJoaysrurUWPTKaWxgzeO1lSpVqPhnX41+dUpFKJXSxtyIwMY+ItML/CGIhkUjo1NISv/hc7mcW/evEQlf8TxKLv/2SeOdgIBpBXHRXT+rV5M5vt2Ky2XhN7MdbGBlQLFez3zeJyxGZfDHeldE9G8ezoqoj5dJBHfjg2ZrHBOuDw3eTePtAEGqNwMge9vw0U7dETAsTQ76a2IsRPex57+8gYrKKmfz7TV4e0olXh3Zmz50EvjwRikYQd4x/zPGod0IliBMLL+70xT8hDwOphC/GuzLbq36jfhW9LlwdrNk0Xzevi86trDj6ykCW7w/kfGg6xwKSUagFPNrZsn5G3wblfHwx3pWJfesOH1OpNfx0MZpfLkahEcQFdN30PnXOxV+NzOTtA4FkFMoxMhCdOZcO6oiBVIK9tQkv7fLndEgaqj3+/DKrr7Yadut+Nt+cDiMwSbQkbmFpwpvDuzC9X1udtUvVeVr0crRh5RgXnSoz5WhrZ853U920eoub97MJSy3QGhiZGkl5tqc41TGgY/NGvw+UKtScC324xQIChlIJrw3rzNBurZqcSFRFaxtT+jvb4R2bw8mglBrdfUsVaqIzih5KKk3KrZlAtLQyecihs4u9VY26ro4tLYjJLMYvPvdfD9ty0RKLgibzEdIXncuIxX+TzuJ/jljs90nkvUNBCILoZLhqfM8mJxXXo7JYskM03BrctSUb5nrgn5DLh4dDiM0qZtkuf0b0sOeL8a46LVY1QaMR+OJEKNtuxgHw9siuvDK0c6OSiu034/j02D0AJrk7smZyb71viEO6teLsm0/zydF7HAtM4eeL0ez2TiCnrFQ+1cOJryb2alA1JzytgMXbfEnOK8Xa1JDf53gwUI8FqRxVvS5Gudqzbrp+XhdKtUBeiUL7bwCFWncb4/wSJR8eCeZEma7As30z1k3XLXwsLquYN/cFaOO/J/Z15PPxrrW2gWRKNd+eCWfrjThADEP6cUbfSrkew7rb8+c8D17Y6cf50HSW7fRj+YhurLsQqdWemBsb8MLTHVk6qKPOhnGCIHAuNJ01Z8K1IV1t7cx4e2Q3xvV2qNdn1dzYkOYWxuSXKrmXIhqG9XcWWx1jerXWeQpFV9RlnDXJ3YmNV2OIyihCpRYa5NbbEIxzc8A7NofjganMe8KZ+5lFD1oYZV8Tc0tqnLpoYWlcRh4eOHR2tbfUu+rQ39mOmMxi7sTl/OvE4oG193+QgLNVWRjZf9FkyP8UsdjjncAHh4MBcU7/8+ddm3wm+UpkJi+UGW4949KK32a7Y2pkwJOdWnD6jUH8eima3y/f53xoOrfuZ/POqG7MGdBe77aFSq3h3b+DOOQvxnx/Md61wWLHihAEgV8uRvP9ebF8u+BJZz55rke9SZmtuTE/zezL0G4teffvIEoU4s33mW4tWT2pV4N2b/+EpfP63rsUK9Q4Nzdn84J+tWoIakJVr4uXh4hhcPqcc3RGIYu2+ZKQU4KlidhX33w9luDkfMb9fJ1fZvatdQdeMefDUCqpM/CtHFV1EVamYrWorvHXmvwsqtPCDOnWii3z+7Fkhw+XIjK5FCFqiAylEmb2b8frw7roNdJc1dOimbkRrz3ThdkD2tVLG3QvJZ9vTodzLUqceil/xbq3sWLXEq9Gb0PWNE1SnXGWtakhy3b5s+V6LAsHdmhQZU5fCIJAQk4JcpUaCRCcnI/Lx2dq/H07C2OtQ2dFEtFYx+zpbMdfPon4xuXW/ctNDJd/gViUKtSVM0TKbcLLvldOKGIy/3tSTv9niMXOW3F8fFTcaS8cKC6KTU0qLoVn8OJOPxRqDSN62FcqF4NonLNiZDee6+3A+4eCuJuQx6fH7nEkIJnVk3rpbAUtU6p5be9dzoemYyCV8N3U3kzsWz9fhuogCAJfnQxjU9lo5ZvDu/DGsC4Nfv2K5CoO+CWhVAuoynbyFyMymbXRm++muuk9sSEIApuvx/LVqTAEQdwd/j7bo85si+pQ0evC2EDK6km9mKyn18XVyExe2eNPoUxFWzszNs/vR1d7Kyb0cWTZLj/upRQwZ7M3749xYemgjpVez+pyPtbrGD6WU6xg5aEgzt4TPSIGdLTj+2l9au2jP+xnYczaKW51useaGRtgbWqETCm2K5pbGLNzsZdeveD7maKnRfnxmhpJWfxUB14c3KleAtuk3BK+PxfJkYBkBEFM4JwzoD2T3Z2YtfE2YamFrDkTzkfP1c/foiJqmyYpN86qbppklGtrXB2suZdSwIar91k5pnuDj6UmlBOJ8qmT2zHZlcSURgYSlGoBW3MjurZ6YO9d/rWpxOXl6OcsJh0HJeUhU6obZB7WUJRXLBJySiiWq/SOZiiHRiOQU6KoEDxWOYAso1BOVtn3dBmplUogIacYtUZoMi1gY+J/Yipk641YPj8uChmbQnNQHS6EpvPSbj+UaoHRrq35aebDAreK0GgEdnvH8+2ZCIrkKgylEl4c3JHXnulS6wetSK7ihR2+3LyfjbGhlF9nues1s18XVGoNHxwOZr+vOEXwyXM99DL3qQm5xQoWbPMhMDEPC2MD/pznQWJOKV+eCKVYocbc2ICPxvZgZv+HjcWqg0Kl4ZOjIfzlI5pMzejXli/G96zXrrQxvC6234zjixOhqDUC/Zyb8cccj0ruozKlmg8OB2srTGN7tWHNlN5YmBhWk/PRjo+f0y18rDZdRE3Q1c+iIlRqDT9fjOaXS9GoNQLNLYwoVqiRKTX0d7Zjy8J+dU5TZBTIWP9PFPt8HnhaTPMUPS30TYEFyCtR8MvFaHbcikehFscXn3dz4O2R3bQk9XxoOkt3+ALw51yPepu21WWcNUaHaZKL4eks2uaLqZGUq+8ObTQ/CUEQSMwp1Tpz3o7JJqXKVIaRgYQ+bW2xMTPiQlgGHVtY8M+Kwf9KgqYgCHh9/Q8ZhXL2vTAArwbY9DcG+n11gcxCOYdffpK+7ZpV+plMqX6IIIiBZBWDyGRkFSlQ65FEZmIoLQsiM61gEy5+bW5pzEu7/FFpBK69O1RnXVZT4PG4aRnKZ+8Blg3uxHujuzX5h+dMiGi4pdIIOo3kVURavoxPj4Vod2/Ozc35emKvasvlVRfnjfM99fJBqAtylZo39gZw5l4aUgmsmeJWb4fKikgvkDF3szeR6UXYmhuxfWF/7U48MaeEFQcCtSFWQ7q1ZM3k2m2pc4sVvLTbj9sxOUgk8OGz3Vn8VId6vc8VvS662oteF/p8kFVqDZ8ff5AdMtndia8n9ay2lC8IArtux/P58VBUGoEurSwZ3bM1f16N0YaPfaOjY2lVXUTnVpasn96nki6iOtTHz6KqbmNCHwc+H9+T+5lFzN98h0K5Cvd2tmxb1L/aikP1nhateG+0i16eFhXPfdvNOH67FK0d23yyU3NWjulebbjeqhOhbLoei7WpISdfH6Tz+1vbNEl9jLMEQWDibzcJSMxj4UBnPh3nqvPfVn0cXYlEucW3e7tmmBkbkF+qpN+qCyjUGs6++bR2x/6o8cpuf04Gp/LOqG68MrTzI39+tUYgo1BGSl4pHxwOISKtkIGdWmBnaaxNMc0s0K26UBHNLYy1GSLVBZCVf8/KxLDWz9yodVeJSC9k68J+DG2iHCld8JhYAH9cuc83p8MBeHVoZ1aM7NrkpOJkUCqv/3UXtUbgeTcHfqin4daZkDQ+PRZCeoFYYp7q4cQHz3bXlvVrW5wbAyUKFS/u9ONaVBbGBlJ+mtmX0T31391VRUJ2CbM33yYxpxR7axN2LvZ6yCVSW5Y/G4FCpcHW3Igvx/dkXDX6gOiMIpZs9yEuuwQLYwN+ntVXG1+uD6pqSIZ0a8nPM/vqJezLL1Xy6h5/rkVlIZHAu6NcWDa4Y53XnF98Dst2+ZNZKEcCCJTlfEzVLXwsLLWAN/66S2S62IutTRdRjqp+Fr0cbVg/o24/iwO+SXx2/J5Wt7FqQk/G93HU/k5QUh5zNnlTIFPh1taWHQv7a0dhlWrR0+LHCw88Lfq0tWXlGJd67VLVGoFD/kn8UCEjxKW1Fe+PcWFw15Y1vu4KlYZpG24RkJiHW1tbDlTxt6gImVLNudB0sdURlamdJmks46xrUZnM3XwHY0MpV94ZopN4uyFEojos3eHL+dB0Xh3ambdHdavXeTQU227E8tnxUAZ3bcn2Rf0b/fFLFCpt6FhKhVyR5LL/0vJlqCpUGKxMDGskEeXVhaoBZFXTS5tbGtfbwbkqXt7tx6ngND4a250lgzo2ymPWB//zPha/Xopm7dkIoPE0AXXhWGAKb5UZbk3q68jaqW717oeN7tmaJzs3Z+2ZCHZ5x3PAL4mL4Rl8Mq4HfZxsmbPFu9bFuSHIL1GycNsd/BPyMDc24M+5njzVpeGVkIi0QuZufmD9vXuJV7W7RalUwpJBHXm6a0uW7w8gJLmA1/be5VxoOl+Od9Wqzq9HZfHSbj8KZSocbc3YvMBT74hyEBeP9/4O0qbTLhrYgQ+eddGLEMZlFbN4uw/3M4sxMzJg/Yw+OiWKAthbm2JjaqgdqwRxoW9uUXtvu766CL/4XN7aF1DJz+KNYV1rbRtV52fxw/SHdRu9nWzZs3QAczd7E5iYx+zNt9mxsD+3YnJYezacuDJPiw4tLHhnVDfG9NTd06IcgiBwOSKTb8+Ea0V2DjamrBjZjQl9Hev8zBkbSvllVl+e/fEagYl5fHsmnI8r6C3KjbMO+iVxPLBpjbOe6tyC/s523InL4ddL0aya0Kva821MIlEV49wcOB+azvGglEey+aoOnmWtRv/4XL11BIIgkFWk0CaWVkoyzRdJRG6Jss7HMZBKaG1tirGBlNjsYhxsTVk0sENl8mBdd3WhKVBO+P9bJkP+X1YsfrwQxboL4s5zxYiuvDasS5M8T0UcvpvEiv2iN8YUDye+ndx4hlt+8bmsPBSk3ZEaG0pRqDS1Ls71RUahjHmb7xCeVoiNmRFbF/bDvUqfsT64m5DLgq0+5JdWb/1dE5Rlvfxfy3r5raxM+HZKb5JyS/ns2D3UGgH3drb8Oc+zXiKzzEI5L+z05W5CHoZSCZ/Xw+vidkw2y3b5kVeipI2NKRvnedbZgiiHf0IuL+zwJatIQXMLYwZ0bM7JYHGsdHDXlvw4o0+143tp+TJWHAjgRnQ2UD9dhK5+FteiMlmx/4FuY/mIbrzwdO26jfC0AmZv9Ca7WIGZkYG25dHC0pg3hnVhRv929drNBSbmsfp0GLdjqs8I0QdV9Ra9nWzL4tATtaOu0PTGWbdjspnx522MDCRcensIjrZmTUokqqJEocLjywuUKtUce3XgvzL+qtYIuH1+jiK5ipOvP1UpjFGmVD9IMC2PO88VSUNKnvh9RS2W4OWwNDGsYAduWimEzMHWDHtrUwykEoKT8hn3y3WamRvh//GIf4VoVcXRgGTe+CuA/s527F/2xL92HP+TFQtBELTulgDvju7Gy0Oavl93sMxwSxBE0eDXExvXcMujfTNOvDaIVSdD2XErHmMDKUqVhgl9HGhTD5FbTUjMKWHuZm/isktoaWXCzsX961UBqIob0Vks3eFLiQ7W31VhZCBl+YiuDHNpxfL9AdzPLGbhVh/tzyf0ceCbyb3rpSQPSy1gyXbR68LGzIjfZ7vrZb4Eoi/Kh0eCUaoF3Jxs2DjPUyfCBOLN4p2DQShUGrq3EU23HG3NGH43iZWHgrkSmcm4X67zxxyPSjfaU8GprDwUTH5p/XURuvpZrDkTwZYb4jRQdX4WNaFLKyvGubVh2814pFKQSGDxwA68OaJrvXb68dnFrD0bofXyqC0jRFeM6GHPkqc6sOl6LK+UhRCWo6mNsyqinBzcjslm9iZvVGrhIQfLxiQSVWFubMiw7q04EZTK8cCUR04sBEEgu0hOhxYWBCfn89XJMGzNjUguCyPLKpLX+RgSCdhbmT4gDM0qkwYHWzOdgxe72FsilUBuiZLMQrnOn+emxH9bxeL/DbEQBIG1ZyP4rSz46cNnu7P06abvRe3zSeD9Q8EIAsz2aseXTWS4FZleyLFAsVSvETQIwE8Xo/knPINvJvWuVqSmD6IzCpmz6Q5pBTLa2pmxa7FXo+zOzt5L47U9d1GoNTzVWQxBq88Il1tbW468MpDxv97QCudszIyY5dWuXqTiQmg6b/wlel10bGHBpvmeeqXLqjUC354J58+rMYBorf39VDedjkWjEVh/4QEBHt7dnh9n9NG+LhP7OtHN3poXd/mSmFPK5N9vsnpSL4Z3t+fz46EN1kXUx89i7oD2fPBs7bqNclS1HVepBQQBLkVksPTpjnoRi+wieZmBmhjZXp4RsnxE11pDxXRBWGoBkRni+ZkYSlGq1Xi2b8Y0z7ZNYpxVFYIg4BefywHfJAIT85CA1v7cyECCm1MFItHetkkzM57r7cCJoFROBKWyckz3JiNSWUVyrf239mtGIXllrQoLEwNu3s9+6O9MjaRakuBUTYqpvbVpo/mSmBoZ4NxCdAMNTyv8jyAWHVqI9+LsYgW5xYp6jdA/SjToSv3mm29YuXIlb7zxBuvXr2+kQ6ofTganaklFY41E1oXd3vF8eDgEgPlPtOezJjLcCk7KZ85mb/JLlbi1tWX7wn6cC03nq5Nh3EspYPyv11k0sANvjehar0U7KCmP+VvukFuipEsrS3Yu9qrXuF9V/O2XxLt/i9bfo11b8+PM+oegyZRq3vwrgJjMYqSAjbkRuSVKpv95mxcGdeStEV11WtQFQWDTtVi+Pi16XTzZqTm/z/bQOQAMROHjm3/d5UKY6DD5xrAuvDlcNw1PqULN2wcCte2OF5/uyLujXR5qK/RwsOb4q0/xxl8BXInM5K19gViZGFAoV9dbF1FfP4s1U3rrJIitznb88+ddcW9ny+xN3tzPLGbGn7fZs9SrTpFiiULF5muxbLgaQ1GZiO7pri15X4eMkLqQnFfKD+ciOXQ3CUEQjbMUKrFa0dvJlmn92jbo8XV5/sP+4nRJueYEwMRQglwlMLBTczbO93xk4VsgipUtTQxJzZfhl5Cr93h1VeQUK8qIwwMXz6iMIq27blVIJdDK2pS0fBnmxgasGNEVx2bmIomwNaOZudEjbUm4tLYiJrOYiLTCBgUgNhYsTAxxsDElJV80zPK0aNj709So95Xr4+PDhg0b6N27d2MeT70xoGNzjA2kaASBUqUahUrTZAFfADtuxfFJmeHWooEd+Pi5pvHGCEjMY+5mbwpllUf4pnm25RmXVnxxPJRjgSlsuh7L6ZA0Vk3sqdc40u2YbJZs96VIrsLNyYZtC/s3ChsuV3mDqDn5pgFumoUyJUu2++Idm4OJoZTf57jj6WzHl8dDOeCXxIarMVyKyOCHabWPVypUGj4+EsI+X9HrYpZXOz5/3lWvXn9SrphuGp5WiLGhlO+mutW5+y9HeoGMpTt8CUrKx8hAwlcTezHNs+ZFzNbcmC0L+rFsl2ibrVALGBtI+XlmX0bVMaFTVRdRHz+LYS6t+HZK7bqNcuSXKPngSLA2zryq7fi+F59g5sbbxGaJYWx7lnpVW3FQqTXs901i/YVIMsrErD0drVk5pnu9LNmrHuNvl6PZejNO25Mf26sNb4/qxv2MIpbs8GXLjVi8OtrpLLzVFaWKB0ZaN+4/MNIyNzZgbJmRlqmRAeN/vcHNmGxS8kobFL6nL0yNDBjpas8h/2ROBKboTCzyShQPiEOFSPSsouoJhEQCbZuZa108y424yqtuvcrSRUe6tv5X/Rq62VtzKjjtP8za2/IBsWgg8Wtq1ItYFBUVMXv2bDZu3MiqVasa+5jqBYVKQz/nZty4n83asxEcvpvMqgk9GdAEZitbrsfyRVly6AtPd2TlGJcmIRV+8bks2CL6AvRzbsbWhf0rlZFbWJrw08y+THR35KPDISTnlbJwqw/j3Bz45Lkeddop/xOWzsu7/ZGrNDzRUdwlNVTpLggCP/0TrRXPLhrYgY/G1r+0mlOsYP6WOwQn52NpYsjm+Z7a0cS1U90Y6dpaK2yd8OsN3hjWhZeGPGx5nVusYNkuP7xjc5BK4KOxPVg40Fmv962i0LKFpQkb53k8ZKBTE0KS81my3Ze0AhnNzI34Y45HnSOWGo3A9+ciOB8qepqoNQIqjcDHR0NoYWWMR/uHby5VdRH19bP4aGwPZnvVrtsohy62423tzEVy8edtEnJKmL7hNnuXDtD6PjRFRkg5ZEo1O27F8eul++SXiiV3rw52rHy2uzZZt0MLC5YO6sDGa7G8cyCQHm2sG7yw1ZYZ8kTH5kzxcGJ0z9aVqowje9hzLjSddRei+HWWe4OeX1+Mc3PgkH8yJ4NT+fi5HpXev/xSZZXqg/jvipNMVeHUzOyBg2dZIFnnVpa1ttN6Odrgn5DHndicf5dYlPl5RKQX/GvHUBWdWlpyLSqrkrD4PxX1mgqZP38+dnZ2rFu3jiFDhtCnT58aWyFyuRy5/MHFV1BQQNu2bZtkKkQQBI4FpvDliVAtY57s7sQHz7pUcj1sCDZejeGrU6Lh1stDOvHOqKYx3PKJy2HBljsUK9R4dbBjy4J+tbY5ShQq1p2PZPP1WDSCqJb/cGx3pnlW71x5NCCZFfsDUWkEhncX7cYbaqWr0QisOhmmXdTeGt6V14fVPwQtNb+UuZvvEJ1RhJ2FMdsX9q9WS5JdJOfDwyHakn+ftrZ8P81NuwuKzihi8XYf4rPFvI6fZ/XV22SmJqGlLjgTkspb+wIpVarp3MqSzfM969SvlChULN8XqD2nl4d0YpK7Iy/t8icqowgjAwmfPNeDOQPaa19ffXI+ylHVz6KnozXrp/fVKTK6PrbjafkyZm28TUxWMW1sTNmzdAA5xXJWnwrXajIamhFSDo1G4EhAMt+fi9SKIbvaW/L+GBeGdmv10HWpVIv+FncT8nBzsuHAsifrVfVMySstmy5JIrZCZkhbOzOmuLdlkrtjjYtmWGoBY368BsDpNwbRvc2ji8lWqjX0W3WBvFIlSwd1QCNQFkhWqPXTqQ6OtmYPbMDLMkU6t7KsV1t29akwNlyNYWb/tqye9O9Vw+Oyihny3WVMDKXc+3zUI02erQk7b8fz8ZEQnnFpxZYF/f6VY2gyg6y//vqLr776Ch8fH0xNTeskFp999hmff/75Q99vynHT/BIla8+Fs9s7AUEQRX4rx7gwzbNtg3Y+v12OZs0Z0Rvj9Wc689aIppn5vh2TzaJtPpQo1DzZqTmb9Oi3Bifl8/6hIG2Ko1cHO1ZP6lVJmLjzdjyfHA1BEEQh3JopvRts5KJSa3j/ULB2gfp0XA8WDqy/ziUuq5jZm7xJziuljY0pOxd71brYCYK4iHxy9B6FMhWmRlLeH+1Ch5YWvLrnLoUyFU7NzNiyoJ9enh91CS1rgyAI/Hb5vtZPZVCXFvw6273O/IvackqK5SrePRik1WhMcndk1fie7LmTUEEXYcLaKb319rN4aXAn3hxeu26jHA/bjrflo7E9dHpdMgpkzNrkTXRGEaZGUmRKsS1haiRl0cAOLBtSv4yQcgiCwNWoLL45HU5Y2fG1tjZl+YiuTPZwqrUdlJRbwtifrpNfqmTRwA58Mk63PJGa4tHNjR9khvR31s1I65U9/pwMSmVkD3v+nOep0/PXFwqVhuDkPG2GyM372RhIJdWOb7axMRUDyFo9aGF0sbdqFD+PcpSPAHdqacE/K4Y02uPqC41GwPXTs5Qq1VxYPlgnot3UuHU/m5kbb9O+uTlX3hn6rxxDkxCLxMREPD09OX/+vFZb8Z9UsaiKu2XR5OU3P4/2zfhqYs96jVD+/E+U1pXxreFdeWN403hj3IzOYtF2MWJ9UJcWbJznqXclQaXWsPVGHD+cj6RUqcbYUMprQzvzwtMd2XQ9VrvQzXuiPZ+Nc22wAryi9beBVMKayb31DuyqiLDUAuZuvkNWkRzn5ubsWlJ9P746pOSV8u7BIK1OoBye7ZuxYa6HXpUrXYWW1UGuUrPy0IMskPlPtH+ovFwdgpLyWLLdl4zCmnNKBEFg47UYvjkdjkYASxMDiuQPrLGbys+i/Ll33Irn61NhetuOV8Rub3H3ZW5sSJFcxWjX1nz2vGuDRcMhyfmsPh2m9fewMjHkpaGdWPhkB53HMy+EprOkzN9iw1yPGvUWdcWjT/Foy5gqrQ5dEJ1RyMh1V9EINLqvRFUi4RuXq/UYqQhDqYTZXu3p3saKLmUkoiFkT1fkFivo++V5APw+Gt5oleb6YPyvNwhMzOPXWe6M7d3mXzsOQRAokqsITytk6h+3kEog9IvR/0pYW5MQiyNHjjBx4kQMDB6ckFqtRiKRIJVKkcvllX7WkANrLKjUGrbfiueHcxEUK9QYSCUseaoDbwzvolMVQBAE1l+I4sd/ogCa1Mv+amQmS8si1gd3bcmGuR4NungSc0r48EgIVyPFOOtmZZMUAK8905nljVBxKZarWLbrgfX3z7P6Nkj45hefy8KtdyiQqejexpodi/rrFb0NoFZreGGXH/+EZWBkIEEQYNWEnkzvp1ugGYi76iV6CC0rIrtIzos7/fCNz8VAKuGzcT2Yq0OEvb45JXu84/noSAgWxqL98IIn2/PpuNonk6rL+fhiQk+dFo2MQhnvHAjiStn1pI/teDkKZEo+ORLCkTKX0/JJCDsLY3bpmYpaEYk5Jaw9G6EdyTY2kDL3ifa8OrRzvcTIX50MZeO1WKxMDTlVJU+ktnj0ye5OTPFwarA+YPm+AA7dTWZIt5ZsW1h/i2tdiEQzcyPtWGs/Zzvmb71DZqGcLQs862WP31CM+OEKURlFtZK6R4H3DgaxzzeR15/pzPKRjW91rlJryC5WVA41K6gQm14h1Ky8qgfQvbUV62f0/VdyXZrEIGvYsGEEBwdX+t7ChQtxcXHhvffeq5NU/BswNBAjmJ/t1ZovjodyOiSNDVdjOBGUymfPu9aaBCoIAt+fi+SXS2IZ/P0xLiwb3KlJjvNyRAYv7PRDodIwzKUVv81xb1B/GUTB3PaF/TgakMz7fwdrx/Y82tmy9Om6MyzqQn6JkgXb7nC3zPp74zzPBin3r0Vl8sIOP0qVajzaN2PLgn46m9qUQxAE1pyN4J+yUVA7C2PSC+S8fyiYi+EZfD2pV51TDvURWpYjIq2Qxdt9SMotxcrUkN9muzOoS+3jaoIg8OulaL47p3tOybl7aaw6GYZGEKsjANtvxdPSypSXh3R66L0VBIH9vol8fjy0xpyP2nDuXhrvHwomp1iBiaGUD57tzrwn2ut1Dd2JzeGtfQEk55UilcBrz3RhzoB2LNrmS3ByPrM23WbXYi+dXUtBFPf+cjGanbfjtAZX4/uIiaYNWdzfHe2Cb3wudxPyeHWPPzsXe3EpIkPvePT64vVhXTgamMLliEz84nPxaK+bSFhfIjGgY3O6tLKsdNxje7Vh2804jgem/ivEol8HO6IyivCNy/lXiUX5wq3PZIggCBQr1GJwWWFlkvDgq4ysIjnZxQr0ESJYmhiiVGsISyskOqPoXwuM0wV6EQsrKyt69uxZ6XsWFhY0b978oe//p6GNjRm/z/HgYng6nxy9R1JuKUt3+DKihz2fPe/6kBBPEAS+PRPBH1dEb4ymDH/5Jyydl3b5o1BrGNHDnl9nuTfaqKwggE9cLrIKPVO/hDyGf3+FL8a7Mrpn/Up8Va2/ty3sp/OERHU4HSyGtynVAoO6iEZa+s7xqzUCHx0JZu8dcZz0o7HdWfCkMxuuxrD+QiTnQtPxi8/l60m9arxhnQlJ4619AXoJLctxKTyD1/bepUiuon1zczbP71dnb1amVPP+30HaHXxdOSWCILDhagzfnglHEMSsiR+mufH9uUj2+Say9mwEQUl5fDfVTUtMdM35qA4lChVfngjVvqbd21jz44w+eulUFCoNP/4Tye+X76MRoJ2dOeum99EulruWeDF/yx0CEvOYtfE2Oxd71RmoV6pQs+VGLH9cvq9tQTzVuQXvj3HRi5jUBCMDKb/McmfM+qsEJuXjueo8igrOnPrEo9cHzi0smOLuxD7fRH44H8HuJQOq/T1diYRXh+YM6GjHgE7N6drKqlYCNM7NgW034zh3Lw2ZUv3IS+79nJuxxzsBn7jcR/q8VeGinQwpRK0R3UHLY9IrVhmqkofqWks1QSoRp/sqhphVDTVrZWVKCytjzI0NeftAIAf9kv7jHTj/3zhv6opnXOx5omMLfroYxcarMZwPTed6VBZvjejCwoEdMDKQIggCX58KY+M1cbrhs3E9WNAAIWJtOHcvTWsnPKZna36a2bfREvE0GoEPDgfzl08iEgmsneKGg40pHxwOJi67hGW7/BnZw57Px7vqlKpYjsScEuZs9iY+u4RWVmIIWkPY837fRN7/OwiNAM/2as266fobaSlUGt7aH8DJoFSkEvhmUm+t0dErQzszpFtLlu8LJCK9kBd3+jHZ3YlPn++hbQEIgsDvV+5rxbm6Ci3L/3bLjTi+OhmKRhAXnT/meNRZgs8slPPiTl/8dcwpkavUfHg4RCuQnTugPZ+M64GRgZRvp/TGra0tnx4L4ey9dKIzbrBhricpeaW8fUC/nI9yBCbm8ea+AGKzipFI4IVBHVk+sqte7839zCLe/CuA4OR8QEzp/fR510qLsY2ZETsX92fhVh9843OZs8mbbYv6V7tLV2sE/vYTE03TCsT8jO5trFk5xqVRjYwKZUr2eidQqlQjlYBCLWBnbsycJ9o3WWZIVbw2rDOH7iZxI1rMCxnQsTlKtYagpHxthkhjEImqcG9ni6OtGcl5pVwKz2BMr0erLyjXFIUk51OiUDW5UZggCGQXK7QZJGIeiYzYLHHxjs8uofMHp9BnysHC2IBW1qZiAmqlJNTK5MHOwlivTKn/Fmvv/5chZLoiMr2Qjw6HcCdODDRyaW3Fqgk9ORmcytYbcQB8Od5Vp/54fXAmJJVX99xFpRF4rncb1k3v02ikQq0ReO/vIA76JSGVwPfT3JjYVxRUypRqfrkYzR9X7qPSCFiaGPLu6G7M9mpf50UelV7InM3epBfIG8X6e9O1GFadFMd3p3u25etJvfQObytVqFm2y48rkZkYGUj4cUZfnq3mZihXqVl3PooNV+8jCGIi5tqpbng6N6uX0BLEEb1Pjt5j750E7Tl8OaFnnRWn8LQCFm8Tc0qsTQ35Y45HrTklOcUKlu30406c6MPx6ThX5j/p/NDv3U3I5aVd/qQVyDAykGjbA/rkfKg1Ar9fjmb9hShUGoE2NqZ8P82NJzvp3uYSBIHd3gmsOhmKTKnBxsyI1ZN6Vfu+lKNYrmLhNh/uxOZgYWzA1oX9tYJSQRC4GJ7Bt2fCtWF8jrZmvD2qK+PdHButBaFQadjtHc/PF6O1LpGtrEzIKJRXq7doanx8JISdt+NxamaGc3Nz/OLzGp1IVIfVp8PYcCWGZ3u15rfZHg16LH0hCAJPfnOR1HwZe5Z66XXdVQe5qkKIWW55cFkJKeUR6nmlyGsJMZMAAmJ1obmlSBLKY9MffBWJQjmBqM+orS44dy+NF3b60dPRmhOvDWqS56gNTTZu2lD8JxELKMtS8Eti9amwh6J1v57Yi1le7ZrkeU8EpfDGX2LE+vg+Dnw/1a3RZqXVGoG3DwRy+G4yBlIJ66b3qdYdMiKtkPcPBXE3IQ+Avu1sWT2pV41TM4GJeSzY+sD6e9cSL+zr6aNfNTBu6aAOfPCs/u6l+aVKFm8Td7pmRgb8MdeDwXXsXH3jclhxIFCby2BvZUJ6oVwvoSWIroMv7/bn5v1sJBL4YEx3lgzqUOc5/BOWzut7xZySDi0s2FxHTklUeiGLtvuQmFOKlYkhv8x2r/Uc72cUMvG3m5Qq1SjVAq4O1ux74QksTeu+2VXN+Rjbuw1fT+ill+V5VpGc9/8O0lqeP9W5Bd9NddNp4qNEoWLpDl9uRGdjZmTA5gWemBkZsPp0OHdixQ2AjZkRrw7tzNwn2jdamV6jETgZnMrasxEk5IjXRceWFrw7yoVnXFoy/c/bDfa30Ac5xQqOBSSz1yeBiLQijA0k2lZMUxCJqghJzue5n69jYijF7+MRTdLuqQ2v7b3L8cCUOifwBEEgv1RZgTSUkpIvq1B5KCWzSF6nlkEiEQlkeR5JeQbJ3jsJhKUW8sGzLix+SrdKX1PifmYRw76/gpmRAfc+H9Wk4XjV4X8y3bQ+kEgkTPNsy/Du9nxzOoyL4RlkFykwNzbAxFBsizS2V8XRgGTe2heARhB9CNZOcWu0C1al1rB8fyDHAlMwlIq795pGpbq1tuLvZU+y2zueb89EcDchj+d+us6ywZ149ZnOlW7at+5ns2S7D8UKdYOtvzUagS9OhLLtZhwAb4/syitD9TfSyiqSM2/zHUJTC7AyNWTbwn7VulFWhaezHadeH8SHR0I4cjeZIrkKiUTUZOhKKmIyi1i83ZfYrGIsjA34cUZfhtciBAbxJrj5eixfnXqQU/LbbPda0zkvR2Tw2p67FMpVtLMzZ/N8T7rUom+IySxiyQ4/CmQqyte+eykFvLTbjx9n9MWuhvdMEAQO+Sfz6bEHOR9fjHdlYl9Hvd6XS+EZvHMwkKwiBcYGUt4d3Y1FAzvofAM0NzZk8/x+vLDTj6uRmczdfAe1RlwVjA2lLBzozMuDO+tFdOrCzfui50VQktiuaWllwpvDuzDds62W7P8yy51nf7xGYFI+X58K47PnXRvt+cuhVGu4GpnJQb8kLoSla6tNEsRWjKOtKZvme9LN3rrJFxRXB2s6trAgJquYC6HpTOirm8i3sdDfuRnHA1O4E5dNUq5jpSpDJRKRV0qxom5Ng6mR9KGY9IqhZjWFmMVnlxCWWkhKnuxfJxUg6pMMpRJKlWpSC2Q6m/Q9avzPE4ty2FkYs2aKGz5xOXx4KJjIjCJWHAjkgF8iqyb0bDTf/kP+Sbx9IBCNANM8nVg9qXejXbBKtYY3/wrgZHAqhlIJv8xyZ3QdmRJSqYS5TzgzokdrPjkawrnQdH65FM3J4FS+mtiTJzu14EJoOi/v8UfRCNbfKrWGdw8Gceiu2Hb4Yrwr8+rRakrOK2XuJm9isoppYWnMjkX6jSqmFci4EyN6HZQq1QgCfHkilJxiBa8906XWHenN6Cxe2u1PfqkSR1szNs33rNMhUaHS8MnREP7yEUWQM/u344vxNeeUCILA9ptxfHFC1G30d7bjj7keNRIDEOPpX9olkory44rKKOK9g0Fci8pi3M/X2TDX46F2SF05H7qgVKHm61Nh7LwdD0A3eyvWz+hTL+dIUyMDpnk6cSs6C0MDCaUagYGdm4saoUa8kYanFfDN6XAuR4jjsxbGBrw4uBOLn+rwUCnb0daMH6a5sXi7L9tuxjGgo129hc9VEZFWyEG/RA7fTakUEe7qYM0UDyee6tyC53+5QXKejJQ8Gd3bNFycWhckEgnPuTnw0z9RHA9MaXJiIVOqic4o0lqF+5dVzG5EZ/PUt5fq/PsWlsZiPLqNWG2oTCJMsbMwrtcGUSvg/A/JDDEykOLcwoLojCLuZxT9xxKL//lWSHVQqDRsvh7Lj/9EIlNqMDKQ8OLTD+/i9cV+30Te+zsIQRCdCr+a0KtRe8Ov7fXn7L10jAwk/Dbbo9ZR2ppwJiSNT4+FaC18+3dohk9sLgIwooc9P8+sv/W3TKnmtb13OR+ajoFUwndTe2t1H/rgfmYRczd5k5IvMvZdS7y0scK6ICQ5n/lb7pBdrKBjSwt+m+XOb5fvaz0QXB2s+WFan2oFqXu8E/jkaAgqjUDfdrb8OdezTp+N3GIFL+3243aMqI/4cGwPFtWSU6JUa/j8+D123RZ1G1M8nPhqYs9aRZO7veP55Og91BoB93a2bKhwXOFpBSzb6UdcdgnGhlK+mtCTqWWeHDejs1hxoPacj7oQkpzPG3/d1WYYLBrYgXdHd6vXdVIsF6dQygmYpbEBRQo1xgZSfp3tXq9ruipS8kr5vkK6qaFUwiyvdrw+rEudo8jlltNWpoacfG2QNutEX+QWKzgWmMJBvyStsBWguYUxE/o6MtndqRJR/uZ0OH9cuY+rgzUnXnvqkSR9RqUXMmLdVYwMJPh8OLzWypqukCnVxGQWlxGIstCy9EISckrQ1LASGUrBwda8SpvCtFLVoakmV4KT8hn3y3XsLIzx+2j4I01YrQkv7vTl7L30Brsb1wePNRaNgMScEj49do+L4WKvuJ2dOV+Md2WInjkTAHvvJLDykOgBMmdAO754vmejkQq5Ss0ru+9yISwdY0MpG+Z41GnnXBsKZErWnolg1+14DKQSVBqBfu2bsWepF0b19NYokqt4YYcvN+9nY2wo5bdZ7nW2DqpDRVLQqaUFu5bUHcFdEXdic1i8zYdCuYqejtZsX9hf6+53MiiVD4+IQVzGBlJWjOzKkrJEULVGYNXJUK2od3wfB76d3LvOG1p0RhFLtvsQV55TMrNvre9NfomSV/b4cz06C4kE3h/twgu1eI6o1Bq+OhWmPa4JfRz4pprjyi9VsnxfAP+UXcsz+7fF3NiQLTdidc75qAq1RuDPqzH8cD4CpVqglZUJ309zq9O3oyYEJObx5l93icsWLcZfeLojrz/TRWthbiiV8PPMvvWeUsgvUfLblWi23ng43VRXYqpUa5i+4Rb+CXn0drLhwLIndJ6SUak1XI0qa3WEZqBQi8dgKJUwrHsrpni0ZUi3ltVWsXKLFQxac4kiuYo/5rg3WrWkLoxef5XwtEK+ndyL6f1015spVBpisoq0xEFMPy0iLru4RgJha25E11aiy2e31lYc8k8mIDGPj8d2Z3ETjfrXBZlSTY9PzqAR4M6Hw/Qyg2sqrDkTzm+X7zNnQDtWTej1SJ/7scaiEdC2rKd99l46nx+/R0JOCQu2+jC2Vxs+GddDZ+FieXgMwIInnfl0XI9GY74ypZqXd/tzMTwDY0MpG+d51ilerAvWpkZ0a22FAKjK7gI+8bks3uHHVxN66q2Kzy1WsGCbD4GJeVgYG7Bpfj+e6KR/6mxtpEAXXIrI4KVdfsiUGvo727FpgWelcdKxvdvQz7mZ1kxr9elwLoSl8/nzrqw5G6Etma8Y0ZVXn6lbE3I9KouXdvtpc0o2z+9X61hubFYxi7f7EJNZjLmxAeun96nVKrtApuT1vXe1x1WbVsXGzIiN8zz5+WI06y9Ean0pQGzLfPxcd73G+pLzSlm+LwDvMkHlaNfWrJ7Uq166G5Vaw2+X7/PjP1Goq5lC+XFGHwwNJBwNSOHVvXdZrxEYp2NUPYifkZ234vnlUnSN6aa6wshAys+z3Bn70zWCkvJZfSq8Tr1FZHohB/2SOOSfXKnV0aON2OoY38ehzuu4mYUxiwY689PFaH44H8mIHq0fSc9/nJsD4WkRHA9MrZZYKNUa4rKKH0o9jcsq1t47qsLa1LAsa6RydHpLS5NK126RXEVAYh6+8bksfvQDEIDYlnNuLmpNItIK/yOIRcVwxf9UPCYWdUAikTC6Z2ue6tKC9ecj2XozjpPBqVyJzGTFyK7Me8K51g/4thuxfHZcjFhf/JQYId6YpOLFneKYpamRlE3z+vFUl4aNZgFsvxnHp8fuASIRam5pzM8Xo7kamcnIdVdZPqIrCwc661QuTy+QMXezN5HpRTQzN2L7ov71yj6oRAo62LFpvqde2QXHA1N4a18AKo3A0G4t+W22R7XZEa2sTdk835P9vol8cTwUn7hcnvv5OhpBtJ/+YVrNYtiK2Hk7ns+Oia0Jz/bN+GOuR61l9lv3s1m2y4/8UiUONqZsnO+Jq0PNvfTEnBIWbfMhqizI64dpfWod5QRRT/N01xZsvh5DgUw0lbI2NWRCHwe9SMXRgGQ+OhJCoUyFubEBn41zZaqnU72u68ScEt7cF4BfWU99nJsDq8b3rCTONDQQz89AKuGQfzJv/HUXlUZTZxtNoxE4GpjMd2d1SzfVFY62Znw/tXa9RV7Jg1ZHuSgURC3XhD6OTPZwrPX9rQ6LB3Vk2804ItOLOBGUorNrakMwrrcDa89GcPN+Fj6xOWQVyUUSkVFIVHohsVnFWpFpVViZGD5IPa1AIlpZmej02pf7WfjE5TaJiF5XdGttpSUW9a3GNSbKTff+k+PTHxMLHWFpYshHz/VgorsjHx4OISAxj8+Ph/K3fxJfTehVbQm5okfDi4M78v5ol0b7cJQq1Lyw05drUVnasbyGznsDbL4ey5cnRCL04tMdeX+MeMxje7Xhg8PB3I7J4atTYRwJSOabSb2rjTEvR0J2CbM33yYxpxR7axN2LfaqdaKhJlQkBc+4tOK32e569VT33kngg8PBCAI87+bA99PcavULkUgkTO/XDqdmZizc6oNEIkGu0tDT0RZP59rdRVVqDatOhmknXib1dWT15F61lsv/upPAR0dE3YZbW1s2zvOodWfkE5fDizv9yClWYG9twsZ5njqRtWOBKbx9IBCFSkPHFhZIJOLNafYmbz4scymt7frML1Xy6dEHOR9929myfnqfevmYCILA3/7JfFY2hWJlYsiXE3oyvo9DtcdgIJXw3RQ3jKRS9vkmsnx/ICq1oNWKVMXVyEy+OR2uDSDUNd1UVwzrbs+LT3dkw9UY3jkYRI82NjjYmnItKouDfkmcD02v1OoY6tKKqR5ODOnWqt6jqjZmRiwd1JHvz0fy44UoxvZq02Rx3jKlGv+EXG7H5GBhYkCxXM3UDbeq/V0LY4Mq1Qfx362tTRt0v+vlaIOxgZSsIjlx2SV66agaE91aW3E6JE0va++mRMeW4uuQWSgnv1Spd+zBo8BjjUU9oNEI7PVJ4NvT4RTIxFHFuQPa8/aobtpd9IYr91l9OhyAV4Z24u2R3RqNVJQoVCze5sutmGzMjQ3YuqCfzlkWteHPq/f5+lTNx1zu+fHVyTDyS5VIJaJQb/nIrg/teCPSCpm72ZuMQjntm5uza7FXvYyF9CUFVfHHlft8U/Y+zPZqxxfje+q0sFTUcthZGFEkU6FQC9iYGfHlhJ7V+oIUyJS8uueuNvTtnVHdqs3tKIdaI7D6VBibrosOr+PcHFg7pXbdxt9+Saw8FIxCraGnozWb5vWr0x9CEATWXYjip7IgveHdW7F+Rl+kEnj/72CtaHV8Hwe+mdS72kqOd0w2y/cHkpxXioFUwmvPdObVoZ3rtbDllSj48HCINjW2n3Mzfpim2xSKRiPw8dEQdnuLwtaqXjMhyfl8czpcm25bn3RTXaFUa5jx52384nNpaWWCIAhkFSm0P3dpbcVUz7aM7+NQpyhUVxTJVQz69iK5JUrWTuldI7HSFxWJxO2YbAIS8rTECMBAIppE9XS0oUuryi0MR1uzJqsmTP3jJj5xuayZ0lvnEMDGxpmQVJbt8v/XTKmqg9fXF0gvkHP45ScbFKWgLx5rLJoQ0rJI4ZE9WvP1qTAO301mx614Toek8fFzPUjILtYGSr0xrAtvDu/SaB+8iu6Eliaid4Onc93eDXXht8vRWjvr14d14a1qjrnc8+MZl1Z8cTyUY4EpbLoey+mQNFZN7MnQMlHr3YRcFmz1Ib9UiUtrK3Ys6k+rehhp1ZcUwIMwst8vi1kvLw/pxDujdCN3PnE5LNoqajlcHazZvqg/ucUK3tofQEhyAa/vvcu5e2l8Ob6nVlOQkF3Cou0+RGcUYWZkwLrpbrUK7IrkKt7Ye1crpnxzeBfeGFbzdaLRCKw99+B8Rru25ofpbnW2MGRKNSsOBGpHSatGv/84QxRsfn0qjKMBKUSkFfLnXE/ttINCpWH9hUh+vyK6lVbN+dAXN6KzWLE/kLQCcQrlrRFdWTa4k87vq1QqYdWEnhgZSNl2M44PDgej0mgY2q0V352L4GhA46Sb6oJiuYqu9pb4xedSolBRLFdjZ2HM+D4OTPFw0rvVoQssTQxZNrgTq0+H89PFKCb0dayXW29dRALA3tqEAR2b072NNd+eDkcA/pjj0agjv3XB09kOn7hcfONy/jVi0a3MMDAqvQi1RviP8LPo1NKS9AI59zOLHymx0BWPKxaNgJvRWXx0JKRShDLA8hFdeX1Yza5x+qJIrmLBljv4xudiZWLI9sX9cW+Ei+qnf6L44bxIhOpyuquISxEZfHQ4RNu/ft7NgdGurXn7YCAlCjV929mydUE/vcfUGkIK4OFdrT6ptJcjMlhWpuXo59yMzQv6aatQSrWGny9G8+ulaNQacQri2ym9sTA25MWdvuSWKGltLZoY1WadnZRbwpLtvoSnFWJiKOW7qW61ihFLFCre2hfA2XvpgFhNWjGiW51TRRkFMpbu8CWwPPp9Qi9tfkpV3I7J5tU9/mQVKbA2NeTHmX1p28yct/bVnvOhK+QqNd+djdDm73RsYcH6GX3qpbcBHsrzMZBAeau/MdJNa4NMqWbbzTh+uxSt1aqU4+eZffUSltYHpQo1g9ZcIqtIrrM7sD5Eovw/5+bm2s/ctA23uBObw4fPdmfp049uQuNSeAYLt/nQoYUFl94e8sietyLUGoGen56lVKnmnxWDteLJfxPlVu/LBnfi/TEuj+x5H4+bPmLIVWo2XIlh641YShRqVBqB15/pwrIhHRscfw5imX3+FjGi3NrUUKcEyLpQtUT+zqhuvDK0s16PUaJQse58JJuvx6IRRD99jQADOzXnz3meenvmN4QUgLj4ryhzHpVI4KsJutuynwxK5c19YsLqkG4t+b0GgWdgYh7L9wdoxVPl59zbyYaN8zxrnRbyixf1EVlFClpaifqI2iYTUvNLWbzNl9DUAowNpHw7pZdO3h8hyfks3eFLar4M27Lo9wF1tMtS80t5aZc/AYl5SAADKag04hjg6om96j3mGZleyOt772p71LO82vHRWP2mUKpDcFIeczffoVCuQq0RaN/cnF9nuTdKuml1UGsEDvknse58JCn5YgCaS2sr3h/jwq372aK/hYkhJ1+vv7+FrthyPZYvToTSxsaUS28Peah9JlOquZuQpw0ru5uYpx2xLUcrKxOe6FQ9kaiK8sm23k42HHv1qSY7r6rIL1HS58tzYkrzh8Pr9IxpKoz/5TqBSfn8Ntu9TpF0Y0EQBIrkqgppqg++3rqfTWBSHiN62LNxnucjOR543Ap55DAxNOD1YV143s2Bj46EcD06i3UXIjkakMyqCT1rDZiqC/mlSuZt9iYwKR8bMyN2L/Fq8M1TEAS+PxfJL5fErI6VY1x4UY8FvBzmxoZ8OLYHLSxNWH06HGMDKTKVBqVGIL1AVmsGRlVUJQVfT+zFzP66z85XHL01LMtI0XX3+FeZlkMjwHO92/DDtD41iuzc2tpy8vVBzNtyhzuxoumViaEB74zsViupOHI3mXcPBqFQa+jRxppN8z1rLSsHJuaxZIcvmYVymlsY8+c8D50sy8/eS+PNv8To904tLdiyoJ9OAss2NmbsXtKfCb/eJCqjCLUG7MyN2f/iE3S213+XptEIbL8Vx+rT4ShUGuwsjPl2cu8Gm1xV9c8wN5JSohGIzy7hckRGoxMLQRC4HJnJt6fDteTIwcaU5SO7MbGvIwZSCQM7t8A3Phe/+Fxe2ePPwZd097eoD2Z5tePPqzGk5sv4604CM/q3a1QiURVjerbms2P3CErKJy6rGOdHJKS0MTeim70V4WmF+MblPPKk1XJ0a21FYFI+4WmFDSYWKrWGnGJFBaIgq5Y8ZBbWHsFubmxAkVxV48//TTyuWDQBBEHgRFAqX5wIJbNQnFuf2NeRD57trjfjzitRMHfzHYKT82lmbsSuJV4N7t0KgsA3Z8LZcCUGEDMyljTAgOZkUCqv/3UXtUagRxtrYrOKKVWqMTaU8trQzrw4uFOdSviKpMDIQCQFz/XWvaRcKFOyeLsvd2JzMDWS8vscD63moy5UFK3O7N+OVRNq13IIgsAP5yP5uSxAzdLEUJs3snRQR5aP6FppB6nRiL9fTuJG9rBn3fQ+tVZzTgSlsGJ/IHKVhm72Vmya71lnaV8QBP64EsOas+EIghj9/sssd51V4/mlSl7d48+1KFH4WG4M1qGFBRvmetBVj4mejAIZbx8M0gpZh3ZrybdTejfYB6Cqf8YoV3tWT+rN7tvxfH++8XVNQUl5rD4Vzq0y+3drU0NeGdqZ+U86P1QlSMkr5dmfrpFXomTBk85NkidSEeW6KCMDCYIgUDWgsyFEojrM3ezNtags3h7ZlVefabwWb10oL/svGtiBT8b1eGTPWxHl03KjXO3ZMLf6CkGxXKUTWcgpltdoElYdLE0MxeRUqwfR66ZGUn6/HIOhVELYl6MbLRW7LjxuhfwHoECm5PuzEey4HY8giDeld0e7MKt/O51cN3OKFczZ5E1oagHNLYzZvdSrxuRRXSEIAl+dfDCJ8Nm4HixogC3s0YBklu8PRK0RmNTXkbVT3UjJK+XDIyHaRaWrvSWrJ/WuUfBXlRT8McdDL3fT7CI587feISS5ACsTQzYv6KeN264NgiDw3bkIfr0kajmWDe7Ee6Nr13JoNAKfH7/H9ltiJsY7o7oxd0A7vjwRxgG/JO35/jCtDz0dbShVqFlxIIBTwWna53h3VM36CEEQ+OmfaNZdEBfJZ1xa8eOMPljV4dkhV6n54FAIf/uLxzDvifZ8omP0O0BcmTnX/cxizIwMWD+jD21sTFm204+UfBnmxgasmdJbJ7J39l4a7/8dRG6JEhNDKR+N7c6cAe0bvNBX9c/4dFwPpnm21T5uRbFvQyex4rOLWXs2ghNloldjAynzn2zPK0M716oZKtcEAPw+273Rd9hylZqLYRkc9EviUkSG6K9iIEWu1tDKqqJGwo4OLSwadVpjv28i7x4Mopu9FWfferrRHrcuHA1I5o2/AujlaMPx1x5dG6YcJQoVJ4JSefdgEM0tjVk0sEMF0iDTkoYSHcLQylEewd6qAlkQv5pWIhAtrUyqbRkKgqj7KFaoubD86UbLsqoLj4nFfxACE/P48EgwIcniTH2ftrZ8NbFnrZWH7CI5szd5E55WSAtLE/Ys9dJrx1gdBEHg8+MPUkW/nNCTuQPa1/vxDt9NYsV+MVBtiocT305+EKgmCALHAlP44ngo2cUKJBKY49Wed0Z3q2RsVZUUbFnYT2uMowtS8kqZu9mb+5nFNLcwZvui/jqVwjUagU+P3dOGZr07uhsvD6ldX6IsC1A7fDcZiQS+GF/59Tsfms7KQ0FkFSkwlEpY9FQHbkZnEZJSgJGBhK8n9qp1PFCmVPPuwSDt+Ofip8Qo+bpU6NlFcpbt8sMnLhcDqYRPx/XQK9jtdoxozpVXoqSNjSkb5z0Qn2YXyXn9r7vciBZ37C883ZF3R3WrlrBUzflwdbDmxxl9GnzTK5Ap+eTIA/+MPm1F/4zqyvEVvWNeeLojK8fo5x2TXSTn54vR7PaOR6kWkEhgYh9Hlo/silMz3XQT5bkeViaGnHj9qXr5fFSEIAjcSynggG8iRwNTyCtRan/Wzs6MhJxSbMyMuPHeUCz1MI3TF/mlSjxXnUepFjj75tO1usg2JlLzS3li9UWkEgj6bFSjRriXjwin5D2IWdemp+aLX3MrvN51wdzYoFqSUJEotLQyobmFSYOnS57/5TpBSfn8McejzrDJxsJjYvEfBrVGYOetOL47F0mRXIVUAgsHduCtEV0f+qBkFsqZvek2kelFtLIyYc/SAVq3tfqi4kJaH/1CVRzwTeTdskC1Gf3a8vXE6gPVcosVfH3qwW7e3tqEz5/vyeierUnNL2XOJv1JQTlis4qZs8mb5LxSHGxM2bnESyfFtlKt4Z0DgRwJELUcX47vyZw6CJZMqebVPWIei4FUwg/T3Kp1PswukvPh4RDO3EvTfs/a1JBN82uvomQUynhhhx8BiXkYSiV8OaGnTu9PZHohi7f7kJhTipWpIb/OcudpPSzd9/sk8uGRYJRqAbcy8WnV0WCVWsPacxHa1tkTHZvzy6y+lWyo7ybk8ta+gEo5HytGdKu3GVQ5KvpnSCXw2jNdePWZzrWWfnfciuOTo6Jz7MKBznzyXN0W+qUKNZuvx/DHlRht3/rpri15f7SLXqm5IF5fM/+8jW98Lj0drfn7pSfrpbfILJRzNCCZg35JlcyZ7K1NmOTuxGR3J5ybmzP8hyvEZZfUS3ytL5Zs9+VCWDqvPdOZFSO7NelzVcTAby6SnFfKrsVeerkLy1VqUvNkDwhDBfJQHsFeVYtSHSxNDClVqlGXmfS5tLaqtsKgr1i9IXhrXwCH7yY/kve9HI+JxX8o0gtkfHEiVOsr0MbGlE/HuTLK1R6JREJGgYyZG29zP7MYe2sT9i4doJcAsjpoNAIfHglh750EJBL4dnLDzGb+upPAyjLTqtle7fhyfN2Bajejs/jgcDBx2SUAPNW5BdEZRaQVyPQiBeUITSlg3hZvsooUdGxhwc4lXjpFCIsEwZ8LYaLA84fpfao1u6qIIrmKpdtFQzITQym/zXZnWPeaBYgBCbnM2uStLY2aGEpZOcaFeU84V/s6haUWsHibDyn5MmzMjPh9jrtOLqqXIzJ4bc9dCuUq2jcXc210rQ6oNQLfngnnz6siWRjbuw3fT3Wr1ZzrZFAq75SNEjvYmPL7HA9cHawr5Xw42Jjy/bQ+9cqCqYiG+mfs8RbFuFB76J9KreGgXxI/nI8ko0wP5epgzcox3Rtkj5+SV8rYn66RW6Jk/hPt+Xx8T53+TqHScDE8vazVkYm6rBlvbChlZA97png4MahLy0q73cN3k3hrXyA2ZkZce2+oXlb3+qK8LeHc3JxLbw95ZDbbb/51lyMBKbw+rAvLR3QFxGpDfqnyQYWhCmFIzivVatxqg0QC9lamOJQnpjarGLku/mdjZsScTd5cj87SO5CtqfDLxSi+OxfJJHdHfpjW55E852Ni8R+OyxEZfHJUDDYDGObSileGdubtA4HEZBXjYGPKnqUDGqy+1mgE3j8UxH7fJKQS+G6qG5Pc9Y8qL8du73g+PCwGqs1/oj2fPe+q881FplTz88Uo/rgSo71hNrcw5sirA2mrY5kZwDcuh4XbfCiUqejRxpodi/vr5GxYKFOyZLsv3rE5mBiKWo66UmBzixUs2HqHwKR8LE0M2TTfs9axzVv3s1my3YdihZoebayxNjPkdowoNHyyU3PWTnWrRIAuhKbz+l93KVGo6djCgs0L+tVpXSwIAttuxvHliVA0AvTvYMeGOR46G0EVyVW8+dddLoSJ5lz6iB2j0gt5cacfMVnFGBlIcLAxJT5H9DGpLuejPojOKGoU/4z9vom8V0NVTRAELoRl8O2ZcG2Yk1MzM94Z1Y1xvR0aJXm4ot6itjHF8lbHQb8kjgYkVyq992lryxQPJ8b1dqjxdVVrBEatv0p0RhFvDOvCW2ULb1OgWK7CY9V5ZEoNx199qlZL/8aARiOQnFfKn1dj2Hk7HntrE1xaW5NSVnko1kHXYGokfRC5XoEwlBMIe2tTnSprX54IZfP1WBYOdObTcU0rzNUF5Y6gbk42HH1EI8CPicV/AWRKNb9cjGbD1fso1YLWD8HBxpR9Lz7RYIMftUbg3YNB/O0vkop10/s0KLioYol50cAOfPyc/oFqYakFzPjzFvmlD8ak3NvZsnpSb516tlciM3lxpy8ypQbP9qKBlS5TDzllBCEoKV9ngWdavhigFpWhW4Da+dB0Xtnjj0KlYWDn5vw51xNzYwN23Y7nq1NhyJQarEwM+fR5Vyb1dWDT9VhWnxYnOAZ2bs5vszzqXJSVag2fHbun9fmY5unEqgm9dG45VDTnMi4z56qrYlMVBTIli7b64Bufi6FUggRYPakXUxrojCgIAru9E1h1MhSZUoONmRGrJ/Vq0HhfRR3QZHcn1kzpTWBSHqtPheETJwaf2Zob8dozXZgzoF2jj4jWprfIKpJz5O7DrY5WViZMdHdkqoeTzhWoE0EpvLrnLlYmhlx7b6jepnT64JXd/pwMTuXFpzuy8tnujfKYgiASiKiylNTI9CKiMgqJzijSVv4MpZJqE1NbWBpXqi6U/9upmfi1mblRo1RWysWrT3Zqzp6lAxr8eA1FVHohI9ZdxdLEkODPRj6S6tFjYvFfhOiMQj46EkKxXE1wcj4dWljw7eTeOk021ASVWsPbZToCA6mEH2foN75ZFRXDyeojigO4l5LPnE3e5JYocXWwYpybI79cjKZIrsJQKmHZ4E68+kznGsvxp4JTeeMv0cBqcNeW/DGnegOrqkjLlzFnszfRGUXYWRizQwctR3x2MXM2e5OYU0pra1N2Lu5fa4Da4btJvH0gCLVGYGQPe36a2bfSecRmFbN8fwB3E/IAMSGz3LF0tlc7Pnvetc6RsfwSJS/v8eNGdDYSieg9snRQR53fB/+EXF7Y4UtWkYIWliZsnOdRLzvgv+4k8OHhYCqGWrq1teX32e71tnvOKpLz3sEgrcX5U51b8N1UtzpzUHTBsbIQu/JI9tQycysTQymLnurAssGdmizISVWWJ1Kut/hr6QCuR2dz0C+JyxEZ2oXS2EDKCNeyVkfnFnpnsGg0As/+dI3wtEJeHtKJd0c3nRtj+U7Z0daMa+8O1au6IwgCqfkyMWK9nERkFBGdXlhj9cHYQEqHFubElCWpvjq0MwM6NsexmRltbEz1CiRsCIKS8nj+lxs0tzDG7+MRj+Q5a4NcpabHJ2dRawS8PxhWq4dOY+ExsfgvgyAIHL6bzKqTYeQUi0FG0zydeH9Md+z0zDpQqTW8uS+AE0GpGEol/Dyzb4PG3jZejeGrU6LS/qUh4rikvqQiJDmf2Zu8yS9V4uZkw45FXtiYG5GaX8onR+9xPlS0q+7QwoKvJ/Z6qEe/zyeBlYdEA6uxvdqwbnrNBlYVEZclEoSk3FLa2Jiyc7FXnULYiLRC5mz2JlPHALWKMfOT3B1ZM7l3tQuDSq3h10vRrL8QhbmxAcUKNdM8xWmaul7P2KxiFm/zISarGHNjA36c0Vcvo6mjAcm8czAIhUpD9zJzLl00KRVRNTTteTcHxrm14e0DQeSXKmluYcwvs9z11ldcDE/n3YPiNI2xgZR3R3dj0cAOjdKOAPGz9clRUbhsZiSlTf37GQAAew9JREFUVKlhirsjK0Z1o41N0+depOaXMmb9NfJKlZgYSpCrHtxy3bStjjYNrjKcu5fGCzv9MDMy4Np7Qxst+KwqZEo1nqsuUCRX8fdLT1Rr2iYIAukF8rLqQxmJyCgkOr2IwhpMnYwMJHRsYamNWu9qb0kXeyva25ljaCBlyXYfLoRlNNh3p74oVajp8emZf90FtCKGfneZ2Kxi9izxapAJo6547Lz5XwaJRMIkdyeecWnFt2fC2Xsnkf2+Yvzyyme7M8XdSacbrVKt4Y2/7nIqOA0jAwm/znJnpGv9R5EqhZM905m3RnTVm1QEJuYxd7M3BTIVfdvZsn1Rf63ArI2NGRvneXImJI1PjoYQm1XMzI23mebpxAfPdsfW3LgSsZnRry1fTeyl06hWWGoBczffIatITocWFuxc3L/OkcGHAtQW96/R1EkQBH65GK01ZlrwpDiBUNP7VKxQcy0qCwG05d39vkmoNAKfPe9ao+ju5v0sXtrlT36pEgcbUzbN76fzpIJGI7D+QiQ/lZl5De9uz48zajfnqg5VQ9PeGt6V14d1RiKRcOI1a17c6UdoagFzNnuzcowLi5/qoNMkxtenwrQjv93srfhxZp8Ge7VURG6xgpWHgrVTOjKlOAFQKFfR3KLpF4ZShZpD/snIlWqkEpCrBKxNDZnZvx2TPZwaPEJeESN62NPbyUYcQbx8n4+eaxozKVMjA0b2sOfQ3WSOBaTQtpk5kWXVh6iMsjZGeuFDOSrlMJRKcG5hoU1ILScR7Ztb1Fq183S240JYBndic/4VYmFmbIBzcwtis4oJTyugpZXu01dNhU4tLYnNKuZ+ZtEjIRa64nHF4j8UfvE5fHg4RNt77e9sx6qJPWu9ESlUGl7b68/Ze+kYG0j5fU7t0wt14ed/orSLpj7hZBXhn5DL/LI8B8/2zdi6sF+NZk8FMiVrz0Swy1s0FGtuaYxHu2acK6tmvPh0R97XsQXjF5/Lwq13KJCp6N7Gmh2L+te5w7gRncXSHb6UKNS4t7Nl64L+NWoeqhqN1SWAzCyUM3/LHUJTC7AyNWTjPA8uR2Tx59X7Wl3N2qluDKxyc9h7J4GPj4Sg0gj0aWvLn/M8dHavLFWoeftAoDaevGqyqa6oGpr2/TS3h9pqpQo1Hx4O5tDdZEC0RV8zpXeNeSAhyfm88dddbd7KooEdeHd0t0Yta1+LymTF/kAyCuUYGUhYMbIbnVtZ8vJuUQczvHsrfp3t3iTW2yq1hr/9xWmT9AJxMqG5hRHZxUosTQw52Qj+FtXhUkQGC7f6YGIo5eq7Qxu9PK5QaQhKymOPdzyH7qYgQYxTrw4GUgntm5vTtdWD6kNXeys6tLCo1xiyX3wuk3+/iZ2FMX4fDX9kEykVsWynH2fupf1rVZOqWH06jA1XYvSaPGoIHrdC/h9Aqdaw9UYs685HUapUYyiVsPTpjrz+TJeHtAVylZpXdotjlMaGUv6cq597ZUUIgsD6C1H8WBZOVl8LX9+4HBZs9aFIrqJ/Bzu2Luin007ZLz6HlYeCiUwvwshAglIt6CUUuxaVyQs7/ChVqnUWeJ4JSeP1vXdRqDUM6tKCDXM9alwU1RqBlWWTNgCfPNeDRU/V7F6anCf6dcRmFdPC0pgdi7y0FQffuBxWHAgkvmwMd8GTzrw32gVjQylfnwpjc4W2w5opvXVeeNPLkk2DypNNJ/aq14ixPqFpgiCw41Y8X54IRaUR6GZvxR9zPSpNuVTN+WhlZcL309wY1KXxdn8ypZo1ZyLYckN87Tq1tODHGX21upqrkZks3eGLXKVhcNeWbJjr0WiERhAE/imbNomqMm0yxrU1szd74xOXi6uD6G/R2PoAQRCY/PtN/BPyGmWxKScSYgZJDr7xOdqqTzkkgHMLC7q0EisQ5a2Mji0tGpW0KVQaen12FrlKw4Xlgxvs7VMfrDsfyY//RDHFw4nvpro98uevinJB6VOdW7BriVeTP99jYvH/CMl5pXx27IEOwamZGV+Md+UZF7EaIVOqeWmXH5ciMjExlLJpvme9b9RVw8n0TRcth3dMNgu3+VCiUPNEx+ZsXuCpc5plxYTT8h2RmZEBy0d0ZeFA51qFbWdCUnl9bwAKtYanu7bkjznudT7vQb8k3j0oTg6Mdm3NjzP71HhDlKvUvPlXAKdD0pCWeYLU5qYZnVHE3M3epObLcLQ1Y9cSr4fGSYvlKr4+Faad9HBubk5zSxP84sWphYptB10QkpzPku2+pBXIaFaWbOpVR7JpdagamrZ5gadOmgTfuBxe2u1PZqEcK1ND1k/vw7Du9g/lfIx2bc3qSb10HpPVBeFpBbyxN4CIdLHSN++J9qwc0/0hIn4zOovF230pVap5qnMLNs7z1EkIXBvuJuSy+lQ4d+LE87M1N+LVoZ2Z+0R77fWUml/K2J+uk1OsYN4T7fmiCXaZN6KzmL3JG2MDKZfeGaKXlkYXImFnYYxXBzsyCuX4xecy1dOJtVMezSI7fcMtvGNz+GZSL2Y0wOCvvjgdnMpLu/3/NXvxqvBPyGXSbzdpY2PKrZXDmvz5HhOL/4c4dy+Nz47d00Y2j3ZtzftjXPj4aAjXorIwNZKyZX6/evfaBEHg2zMR/HFFzM6ob7nv5v0sFm+r301boxH46GgIe7xFM68VI7pyLSpLuxj1dLTmm0m9q53qOFDmW6CPwLM8fhpEv4TVk3rVSFxKFCpe3OnHtagsjA2k/DSzD6N71iyKDUnOZ96WO+QUK+jU0oJdS7xqXZgvR2TwzoEgMovkGJRxiO+nuTFBh5j0cpwJSeWtfYGUKtV0bmXJ5vmeepfcqwtNWz+jj14x5xkFMl7e7Y9vGTka5WrPjegsiuRqLIwN+PR5V6Z6ODVaOVujEdhyI5Y1ZyJQqDW0sDRm7RS3Wn1KKpLfAR3t2Dxft4paVcRkFrH2bASnQ0QdR13TJpcjMliwVfS3+HWWO2N7N26eiCAIzNx4m9sxOczs347Vk3rV+LsKlYbg5Dxux+RwOyYb37jchxI1y4lEeQ5Jl1aWSKUSbkZnMWuTN7bmRtz5YHiDXVZ1wXdnI/jlUjST3Z34ftqjrxjEZhUz9LvLmBhKCf1idINtuRuK/BIlbl+cAyDk88a1O68Oj4nF/1MUy1X89E8Um67HotYI2tluMyMpWxf2r9W8qTYIgsDXp8LYeE0sH386rgcL6xFOdj0qiyU7fJApxYrBn3qUmTUagZWHgtnnm4hEAmunuDHFwwlBEDjgm8RXp8LIL1UilYg5Gm+N6Kpd7CqOw073bMvXk2oXeFZt9yx+qgMfPtu9RuFlfomSRdt98IvPxdzYgD/netbqzHgnNofF23wolKvo6WjN9oX9K1lgV4fkvFJm/nlba5oG0KONNeum96nT40MQBH67fJ+1Z0Wh7aAuLfh1trveLoxVQ9NeGtKJd0bWHJpWGxQqDV+eCGXn7XiMDaViKdvJml9mujeqviAtX8bbBwK5Hi2msg7v3opvJvfWaSrCLz6H+VvEdl0/52ZsXdhf55tzZqGcn/6JYu+dBFQa0YdmsrsTy0d2rbOys+ZMOL9dvo+liSEnXnuq0WPIfeJymPrHLQylEi6uGEK75qJouSFEoirUGgGvr/8hq0jO1gX96jSbawyUk7J2duZcfXdokz9fVag1Aq6fnkGm1HBxxeAGuyI3BjxXXSCrSM6xVwfW6rPTGHg8FfL/FBYmhqx8tjsT+jry0ZEQ8koU3M8sppW1KSb13DEIgsAXJ0LZeiMOgC/HuzJXjxCrclyOyOCFnX4oVBqGdmvJ73N0JxVVzbx+mNaHCX1FMy+JRMK0fm0Z6tKKL06EcjwwhY3XYjkVnMaqCa7cTcznpzKCoIvHhkYjnm95GNvyEV157ZmaWw2ZhXLmbhYD4axNDdm2qD/utfg/XArPYNkuP+QqDf072LFpvmedC3zVlsmSQR346Z8oQlMLGPfzdVaM7MqSQR2rJUtylZqVh4I55C8KJ+c/0Z6P9Ug2LUdavqjLCE4WdRmrJ/Vmikf9XVpLlWpis0RxprIsjyGvRKlXCmRdOB2cysrDweSVKDE1kvLxcz2Y1b+dzpUQj/Z27Frixdwy7cPczd6VppaqQ7FcxcZrMWy8GqP1XnjGpRXvjXbROZhr+Yiu+MTl4BOXyyt7/Btdb9HP2Y5BXVpwLSqLT46F0M/ZrkYi0czcqEIqas1EoioMpBKe692GbTfjOB6Y8kiIhUf7ZkglkJBTQnqB7JF4N1SEgVRCV3srgpLyCU8r/I8gFp1aWpBVJOd+ZlGTEwtd8bhi8V8MjUbgkH8SX54Ud/ISCczq3453R7nobKtcNeXz64m9mOWlf+/yUngGL+70Q6HWMLy7Pb/O7quzcKuqmdf66X0YV4sb5KXwDD46EqI1mCrHO6O68fKQTrUuKiq1hvf+DtbGi9cVG5+UW8KcTd7EZZfQ0sqEnYv71zoOebzMjElVFlb022z3OheMmlomGYUyVv4drB3x7OfcjO+mulXa7WcXyXlxpx++8WKy6WfjetSLFAYn5bNkhw/pBXLsLIzZMNdDr5TZqojLKmbRdh9iymLYl4/syvabcSTllmJqJOXbyb0b5AJbJFfx2bF7HCwLt+vlaMP6GX30ypupiOCkfOZsFn1WejvZsLPMZ6UilGoNf/kk8uOFKLKKxEkPNycb3h/TvV7ZKBX1FnMHtOfLCY2ntwhLLeD3y/c5FpiidfQtR32JRHXwi89h8u+3sDQxxPej4Y/ErOrZH68RmlrAL7P6Nsj0r75450AgB/ySKuWW/Jv48HAwu70TeHVoZ94e1bTBcI9bIf9DyCqS8/WpMO2OtYWlMR+N7cH4Pg517twr6hm+ndSbaf30nxw4H5rOy7v9UKoFRrna8/NMd537rSq1hrf2B3I8MAVDqYSfZvbVycK5sFTJlA23iEgrRII4W//5865M9ay5by9Tqnl9713OhYoJpWsm92ZyLTvy6IxC5my6Q1qBjLZ2Zuxa7FVrCX+PdwIfHhHD2Z53c+D7aW51uml6x2SzZLsvhXIVvRxt2LawX6WWiSAI7PdN5IvjoRQr1JgbG/Dh2O7M6t+OyPQiFm/3ISlXTDb9bbZ7vUS7p4NTeWt/ADKlhi6tLNk8v5+2dF4f3LqfzUu7H8Swb5rviauDDbnFCl7/6y7XosSWxaKBHVj5rEudr1FV+MWLSaoJOWKS6stDOvHGsK4N7vGHpog+HDnFCnq0sWb3Ei+aWRgjCAJn76Wx5kwEMWUVmPbNzXlnVDfG9mrTIJ1IRb1FQxfKnGIFxwKSOeifREhyQaWftbExZdngTg0mElWh0QgMWnOJ5LxS/pjjXqvmqLHw6dEQtt+KZ8GTznz2/KPP7Nh0LYZVJ8MY5WrPhrmeTfpcSrWG7CIFmYVyMgplZV/llf7/fmYx+aVKnuvdhl9muTfp8TwmFv+DuHU/m4+OBGu9AQZ2bs6X43tWW66rSc+gL86EpPHqHn9UGoGxvdqwfkYfnReKqmZev8xyZ5QOZl4Vjx3AwdaUlDxR0Dqgox1fT+z10DkXy1W8sNOXG9HZGBtI+WVW31qNw4KT8pm/VawidGllyc7FXrXaS/9++T7fngkHRIvuL8b3rFPYVbVlsnm+Z40eH4k5Jaw4EMidMhFrL0cbojMKKVVqypJN++k9ficIAr9eiua7c6JXyeCuLfl5Vt8GpWPu80ngw8Oi74ZbW1s2zvWoFMOu1gj8cD6CXy+JAuH+Hez4ZVZfnbw5VGoNP1+M5pdL0ag1Ao62Zqyb3qdB1vdVEZFWyOxNt8kqUuDS2oq3R3Xjt0vR+JdZsdtZGPPGsC7M7N+u0cSKDdFbKNUarkRkctAviX/C01GW+awbGUgY5mJP/w52fHEiFIkEzrzxtM6tGn2w+lQYG67GMLZXG36d3bQLGzzIRXF1sObk64Oa/Pmq4npUFnM2e+Pc3JzL7+iv8xAEgSK5qgJBEL9WJAvl/+WUKNBlhTaUgnNzCy6sGKL/CemBx8TifxQKlYaN12L46Z8o5CoNxgZSXhrSiZeGdNKWKWvTM+iDk0GpvP7XXdQagXFuDqyb5qZzX7+qmddvs90ZroNFtVoj8N7fQRz0E4/9+2lujOvtwJYbsfxwPhKZUoOxoZTXn+nMC093wthQSl6JggVbfQhIzMPc2IBN8zxrnZzxjslm8XZfiuQq3Jxs2Lawf40jkYIgsOZsBL9fFhfKl4d04h0dLM+PBaawXM+WSfnkwzenwxEEAbUAnVtZcODFJ/Ue2ZQpRV3G4TJDqwVPOvPR2O566zLKodYIfHP6gfj3ud5t+K6WGPaz99JYsT+QIrkKe2sTfpvtUWskelxWMW/uCyAgMQ+AiX0d+Xx8zW6lDUF0RiEz/hTJRTnMjAxYMqgDLzzdsUbyV1+o1BpmbfTmTlyOzv4W4WkFHPRN4khAcqXj7OlozRR3J57v46iNAnhplx+nQ9IY7dqaP+Z6NOqxg9jKe+7n65gaSfH9aESTTyakF8jw+vofpBII/HRko78fdSGzUE6/ry4gkcC9z0dpBeQqtYbs4irVhQI5mUXyhyoNVUd4a4OBVEILS2NaWZnS0sqEVlYmtCz7r1WZ6d+yXf4YGUgI+2J0vT/DuuAxsfgfR0J2CR8fDeFKZCYgeiN8OaEnT3RsrpeeoSZUDHaa2NeRtVOqz8eoDlXNvDboEF8O4gf3nYNBHL6bjIFUwrrpfSolcybmlPDhkRCulp1zN3sr3hnVjbVnI4hIL8TW3IhtC/vXaPAEYm7FS7v8kas0PNGxORvne9Z4o1RrBD4p89sA3T0/dnvH89GREAQBxvdx4LupdbdMylFx+qUcY3u3YdX4njqTi6wyXYZfmS7j8+ddmTOgvU5/Wx2q2n2/ObwLbwyrO4b9fmYRL+70IzpDNEL7dJwrs70qCy/LJ4I+O36PEoUaK1NDvprYS+9EVn1wNTKTN/fdJadYjC+3MjVk71IvejraNtlzpuXLePana+QUK5gzoB2rJjw8IppbrOBYYAoH/ZK0kfIgtj4n9HFksocT3ds8fE+NTC9k1PqrCAKceO2pOgP49IUgCDzz/RVis4r5cUbDEpR1xdNrLpGQU8L2Rf0Z3LXprbVLFCpS8mQkl8W1f3E8lFKlmj5tbZGrNGQWysgu1q26UA5LE0NaWZnQogJZqI482Jkb19q60mgEXD89S6lSzaW3hzzkk9OYeEwsHgNBEDgdksbnx+9pbYXLUzX10TNURcUo6ikeYoiWrvPcVc28/pznqdONoaoW48cZfaud/xcEgWOBKXxxPJTs4gc7uRaWxuxeMqDWUvDRgGRW7A9EpREY3t2eX2b1rXHnqFRrWF52PBIJfDVBN9FrxeyVuQPa8/nzrjr1uwVBYN2FKO30y+KBzliaGvLLpfuoNQItrUxYM7l3nQQtPK2Axdt8Sc4rxdrUkN9me9Q6NlsXqtp9fzfVTS+iWiRX8c6BQK0HxFQPJ76c0BNTI4OHcj4GdLTj+2l99A5P0xUypZpvTodrp4Xa2ZlRqtCQWSSG0e1dOqDe6a264EpkJvO33AHg55l9GefmgEqt4Uqk2Oq4EPZwq2OKhxODu7Wsk5i+vvcuxwJTGObSis0L+jX6sf9wLoKfLkYzvHsrNs1v/MeviuX7Azjkn8xrz3RmxciGCRYFQSCrSEFKXqmWOCTnlZKcW0pKvvg1t0T50N9ZlAUJVoRUAi0sTSqRg6pkoZWVKS2sjPXyhakLY3+6xr2UAjbO89QrnFBfPB43fQwkEgnP9mrDoC4t+OF8JNtvxiFXiR+EKR5OOukZquKAbyLv/h2EIIiBYF9P7KWzEEymVPPCTj+uRmZiaiRl07x+Oi1qSrWGN/8K4GSwmNb6yyx3Rves/tglEgnj+zjSqaUl0zbcQqFSo9KABAlx2cU1Eotdt+P5+KhYRZjY15E1U3rXeLMuVah5ebdIjgzLKid1LaZVzcdeGdqJt0fqlhJbdTz27ZFdeWWoOB47rLs9b+0L4H5mMQu3+TCzf1s+HNuj2irLxfB0Xttzl2KFGufm5mxe0K/eUxQgiihf3Omrk913TbA0EUWnG67GsOZMOAf8kghPK2TRQGdWnw6vlPOxtIZx28ZAWGoBb/x1l8h00Ya73LEzq0jOrE23ic8uYfqft9izZECtSbcNweCuLXllaCd+vXSf9/4O4np0Fv+EZWgnUABcHayZ4uHE+AqtDl3w5vAunAhK4Z/wDO4m5NK3lnHp+mCcmwM/XYzmSmQm+SVKnafS6ot+znYc8k/Wao5qg1ylJjVP9oAwVCAP5VUIharu1oSliSGOtmY4NjMjJa+U8LRCnurcgiWDOmjJg52F8b9imtWppSX3Ugq4n1nECJqOWOiKxxWL/yGEJOfzw7kILkaIrQI3Jxu+mthL59LoX3cSWHlYnHqY5dWOVeN76kwqShVqlu7w5Xp0FmZGBmxZ0E+nEb2KWgwjAwm/zfaok5HHZRUza+NtUvJl2FuZYGQoJSlXHE0d5WrP58/3rCTErFhFmPdEez4bV3MVoUCmZMk2X+7E5WBqJOX3OR4MrSOTRV1mUb6nrGXywbMuvPC0bjbpKrWGd/8O0k78fDHelXlVxkllSjVrz4rZGIIAbe3M+G6Km9bGWxAENl+P5etTYWgEcef/+2yPBllpV7X73jTfs8G7+RvRWby6x5/cEqXWyr1zK0vWT+/T6OX7cjzs2GnC2imVKz8peaXM3CiSC0dbM/YsrX06qCGIySxiyh+3yC9Voi6bEW1uYcyEvo5MdnfSOdW2Orx9IJCDfkkM6tKCnYsbP1di9PqrhKcVsmZy/abL9EF0RhHDf7iCiaGU6+8NJaNQLlYYqhCG5LxSMgvldT6eRAL2VqY42Jri2Mxc/GprhqOtGQ5l/1V0Ud3vI26wnuzUnD1LBzTlqeqEn/6J4ofzkUz1cGJtE2aYPG6FPEa1UGsE9njHs+ZMBIVyFVIJzH/SmeUjutYqgtrtHc+Hh0MAcfH9/HlXncfsShQqFm/z5VZMNubGBmxb2F8nJX8lLYaBlD/mumvzUWpCTGYRszZ6k1Ygo1NLC/YuHYC1mRE/X4xiw5UYVBoBSxND3hvdjVn927HmXAQbrsQA8NoznVleSyx8dpGceVvucC+lACsTQzYv6FfneShUGpbvD+BEUCoSCayeqHvGQdXx2O+m9mZiLfbet+5n8/aBQJLzSpFIYOmgjrw2tDNfnw5j7x1xgmZGv7Z8Mb5nvScaqrP7Xjdd/xj26iBO7vhxIzoLQymoNaKR1Ku1mJc1BGn5MlYcCOBGdDZQu2NnWr6MWZtuE5NZTGtrU/Ys9WpUc6TsIjk/X4xmt3e8tt0BMKRrSzbO99R7JLc6JOaUMPS7y6g0AgeWPdEgn5Lq8OulaNaejWgS4qLRCCTnlRKZLsayR6YVcCwoVUu+6oKpkVRLEpyameFgI/7bsZlIHuytTfX6TAQm5jH+1xs0tzDG7+MR9T2tRsPJoFRe2eOPeztbDr08sMme5zGxeIxakVEgY9XJMI4FpgBgb23Cp+NcGdOz9UM38R234vjk6D0AFg505pPneuh8oy+Sq1i01Yc7cTlYmhiyfVE/PNrXfUOrqMUwNpSyUQctRnRGEbM23iajUE6XVpbsWTqgUlR6eFoB7/8drJ0saGFprFXU15WLkpJXypzN3sRkFtPcwpjti/rXuYsuVah5abcflyMyMTKQsH569bqQ6lAkV/HCDl9u3s/G2FDKr7PcdeqdFsqUfHkiVJu8am5sQIlCjUQCHz7bncVPdaj3Il3V7nvZ4E68O6p+dt9VkZxXyuJtPoSnFWJkIMG9XTNtPsyYnq1ZO9WtUacNTgWnsvJQMPmlujt2ZhTKmL3Rm6iMIlpZmbBnqRedWzVsfLNUoWbz9Rj+uBJDkVwFiHbsI3rYaz9z5XqLxsDKQ8HsvZOAVwc7/nphQKMStvjsYgavvYxUAnc+HK6TpXpVCIJIIKLSi7QkIiqjkOiMomodW8vNv1pYGmuJQ8Uqg1Mz8Wszc6NGPddShZoen55BEMDnw+GV7jP/BsLTChi9/hrWpoYEfjqyySLlHxOLx9AJ16Iy+fhICHFlsd1DurXki+d7ag2SKk4hLB3UgQ+e7a7zRVsoU7Jwqw++8blYmRiyY3F/nXq7MqWaF3f6cSVSFHhunl+3FiMyvZBZG73JKpLj0tqKXUu8qr2xqTUCO2/FsepkGIZSCTKVps5xz5jMIuZuvkNyXikONqbsXOJVpzahasvkjzm6x9jnlSiYv9WHwMQ8LIwN2Djfkyc76Sew/NsvkXf/DsbUSEqxXM2Evg58N0X3ceCqqGr3/fXEXrWmuuoD/4RcXtjhR1aRnBaWxmyY64l7O1v23Engs2P3UKoFOreyZMNcjwZpQkC8Jj8/Hqp17OztZMO66bo7dmYXyZm9SbR310UQXBNUag0H/ZL44XwkGWWlelcHa94f46I1OVt7NpxfL4n+Fsdfe6pR1P4peaUMWXsZhVrD7iVeDKxnYGFNGP/LdQKT8uuMBRAEgdR8GZHphQ9IREYR0emFDwkiy2FsIKVjSwu62FvRtZUlcdkl/O2fxDMurdjSBILUujBk7SXiskvYtdirQQLoxoBMqabHJ2fQNDHReUwsHkNnyJRqfr98n98v30eh1mBiKOX1YV0wkEj4psz06aUh4u5UV1JRIFMyf8sd7ibkYW1qyM7FXrjpIOyrqsXYvKDuRTU8rYDZG73JLnNM3LXEq0ZhW8Xpkoro0MKCryf2ekj3cS8ln/lb7pBVpKBjCwt2LvGqcyqhUsvE1JAtC/rpXHZOL5Axd7M3kelF2JobsX1hf51et4pIzClhzmZv4rNLMDGUIFeJH3G3trb8MM1N78W5ot13M3MjNsz1bDRTqqMBybxzMAiFSoNLays2zffEqdkDcaR/Qi4v7fIjvUCOpYkh309zq5foGET76Tf3BZCYU6p17HxzeFe92wy5xQrmbPbmXkoBzcyN2LXEC1cH3TQggiBwISyDb8+EE50hCkWdmpnx9shuPO/mUKn6o1JrmLXJmzuxOfRoY82hlxsnT+SzY/fYdjMO93a2/P3Sk426uy13pezvbMf+ZU8gCALpBfKy6kMZicgoJDq9iMKyCk1VGBlI6NCinEBY0dXeki72Vjg3N69EjO8m5DLxt5vYmhvh/9GIRnMT1RXLdvpx5l5avVOgGxuD114iPruEv14YUO8wyrrwmFg8ht64n1nEx0dCuHk/u9L369IeVEV+iZJ5W7wJTMrH1tyIXYu9dBLfVdVibF3QTytArAmhKQXM3nSb3BIlPR2t2bXYC1vz6klF1emSn2f2QSKR8MnRe9pd4zRPJz54tju25sb4xuWwcJsPhTIVPdpYs2Nx/zrLu1VbJjsW99d50UnIFglBQk4J9tYm7FzsRVd7/XbDUemFzNnsTXqBnLZ2Zuxc1J/ApHw+PhJCgUyFiaGU98e4MP8JZ51uxI1t910OjUZg/T8PxmeHubTix5l9q213ZBbKeWWPv3YC4JWhnVg+opvO6nulWsPP/0Txy6VoNAKN4thZ8Rq3MROv8V5Otb/P/gm5rD4Vhk+cGCVva27Eq0M7M/eJ9jXm6qQXyHj2x2tkFyuY7dWOrybWHIGuKzIKZAxacwm5SsPWhf3qFB/rCkEQ8E/IZfLvtwDo7WhDXHYxBbLqCYSBVCQQXe0t6dLKiq72IolwbmGhE9lTqjX0+uwsMqWG8289TRc9PysNxbrzkfz4TxRTPJz4rgkFk7pi0TYfLoZnsGpCzwb50tSGx+Omj6E3OrW0ZPcSL44GpLDmTDiFchWFMtEYJqdYUWfsN4hl/DmbvQlJFndzu5cM0EnJXixXsXCbD3diRS3GtoX98Kxjlx+SLAZH5ZUocXOyYUc1wVHlqG265MnOLVhzJpxdtxPY75vExfAMpng4sfVGLHKVQD/nZmya36+SKrw6VG2Z7Fqiu8AvMr2QOZu8ySiU087OnN1LvPQeawxKymP+ljvklijp0sqSXUu8sLc2xbmFJf072PHuwSCuRWXx+fFQzt1L57tpbjVWX5rC7rscpQo1bx8M5GRQKiAm0r432qVGotDSyoTdS7xYfSqcLTdi+fXSfYKTC/hxep86J1uayrHTxtzo/9q77/iY7z+A46+77G1k2MQMEisLHSil2mrRYW9RqsPoQPujpapb6bD3rtaqqhY1i4SEyCIiQiSyZef29/fHJVcj45JcEtXP8/HwaJ3k7uMi+b6/n897sGmiP2PXBhFyM5Phq8+ycXzxR32xqbl8+ccVQ68OK3M54x93Z3KPFmX+m3JztGbxkE6MWRfElsCb+DevW+nmYK6O1ozu1pRVJ6+z+FA0PVu7VGjXQpIkbt0p4ExsOmdj0wmMzTAMBrSzNONSYRMvM7mMpnVt79l9aO3mgLuzXaXaoluYyencuDZnYtMJisuo9sDCo/AI7EpSTrW+bklauNjx12X9DWJNEzsWQrEy81V8+ccVtgbdRJLAycaC2f09eNWncYl3uhl5KkasDiTqdjZ17SzZEuBf6iTQIvfnYmyYUPpYctBnZY9aE0i2QkPnJrVKHXWtry65wOGo5FKrS87HZTBrVxgxKbmYyUArgb97HdaP88PGsvQt6HuOTFzs2DzB3+jyy4vxmYxdF0Rmvpo2bg5smuB3z3wNY5y5lk7AxtLbkEuSxObAm3z6WxQFai0OVubMHdCOl73vHdxm6nbfd0vJ1udqhN7KwlwuY+EgT4b4Gj9Nd+/FBN7/5RIKtY5GtW1YPtK72N0wSZLYcS6e+fsjq7RjZ65Sw7h1QZyLu/NAQJyao2TJkWi2BcWj1UnIZfBSl0bM6Nua+k7lK8396o8rfH80BjtLM/a/9USl8y3Sc5U88cVR8lVaVo7yLnVuzt3iM/KLDSSKmMtl1K9lTXxGAU3r2LJ8lDfNXeyMnnRcXt8cimbpkasM6tyQxUM6VclrlCQ2NZenvtaXvEbOf6ZG+lfcbXvQTWbtCuPJ1i5sHO9XJa8hjkIEkwi5eYcPdocTdVs/LdG7aW0WDvJ8IGBIy1Uy0pDUZsW2AH+j7iAqkosRcvMOY9YEkaPU4NO0NuvG+ZZYKlve6pK9FxOYvuMikqTvo2BjYcbMvq0Z271ZiRfWu49M2jdwZMP4so9MipyOSSNg43nyVPr2wOvH+ZZ4lFOSw5HJvL41BJURbcgBrqflMfOni4bBWk+3c2PRYC+c7a1M3u77buEJWUzccJ6kbAW1bC1YPtK7QmfBUbezmbw5uDCHRM6iwV4M7vJPGW5GnopZv1ziz8hkoOo7duYpNUzYcI6zsRnYWpqxbEQXQm5msupkrKGS4SkPV95/xqPCQ8DuzrdoW9+R3SbItyhKDvWo58CBt54o9oYhPiOfs7HpnI3N4GxserGBRMfGtejavA5dm9fFu2lt8lVa/BYeRifBiXd7meTorCQnr6Yyak0QDWvZ8Pesp6rsdYqj1Um0n3cQhVrHXzN7mLT8uCLOxWXwyvIzVfpeiMBCMBmNVsf603F8cyiafJUWc7mMCU+483bvVthampOao2T4qrN3leF1NWrSZlaBmtFr/jmn3jKx7FyM83EZjF13jlylBj/3Oqwb61tiD4W7O30aU13ya2gi0wrnnzzd1pWsAg1Bcfpzfc+Gjnw2uMMD6zt2RT+hVKHW4desDqvH+hi9zf5nRBJvbLuASqPjsZZ1WTnKp9z9IPZcSGDmzlD9mtu58d2wktuQ302rk1hx4hqLD0Wj1krUsbNkaq8WrD0VZ7J233c7GJ7E9B0XKVBraeFix5oxvuWa4nm/rHw103Zc4Ghhs7cx3ZrywXPtOBur7+VRXR07i9yddGwmk6Et/LHasZETs/q3NaoZXFlMnW+Rma/iic+PkqPUGEa2VySQKK419ag1gZy8msa7/dowtVfLSq2zNLlKDR0//hOtTuL0rKeqtOV6cQZ8d4qwhCyWjehC/wqMRzClO3kqOi84BEDk/H4mbRleRAQWgskVDd8pmt3QsJYNM55uxY/HrnGtsHHQtkldjdqmvT8Xw5jM+sDYdMatP0e+Sku35nVZM9anxG+e8laX7LmQwIyfLt4z/0QG7AyOZ+FvUWQr9M3EJjzuzvSnW2Nrac5vl24zbccF1FqJXm1c+HGEd5lHJkV2hdzi3Z8vodVJ9GvvxtJhncu9XbzpTBxz90UgSTC4sA15eY8rIhOzmfHTRS4n5SCToe/cWduG9eP9Kl3aCfojiWXHrxk6mz7Rypnvh3cpM7fAGDqdxJIjV1lSmADq5mhlmIlT1R0775ejUPPh7nD2hiZibSFHqdbxejnathvrRHQqY9YFIUmwdFjnSh/tfP3nFb77KwYHa3McrMxJzFLc8+fGBhL3K+pM6VHPgYPTnqzUGstSdHE3xftRXkXdTN/u3YrpT7eu1tcuTpcFh8jIU1XJsDkQyZtCFWhQy4blo7w5EpXM3L0RJGQWMHPnJQBcHazY8VpXo1odZ+SpGLk6kMhy5GKcvpbGhPXnKVBrebylM6tG+5R4ES9vdcnPwbd49+fQYuefDPFtQi8PV+b/Gsn+S7dZdfI6B8KS6NvOjQ1n4tBJ+jkJX7/S0ehEtPV/X+ejX/W9QV7q0ojPX/IqV0AgSRI/HrvGl3/oL9ZjujVlXiltyEvTroEjU3u15O3tF/TPDai0Om5nKiodWCg1+lyNonbko7o2Zd6AdiYb6yyXy5j+dGuaOdvyzk+XyC2sPnimvRuLh3Q2OsirrHNxGUzfcZFbdwqQAfUcrYlLz2fViet4N61dZrfY8niytQtv9GrJd3/FMPuXS3g1dCp3voUkSYQnZPNzcDx7Luq/NiqNjkSFosKBxP36ta/HB3vCuJyUw9XknCpNrPRpVpuwhCzOXc+o9sDiYUzgzMhTcS01t9qC6uJU3eB24ZHVu60bh2Y8yeQeLejSpBYAOQoNf0Yko9aWPswnPVd/bBJ5O1ufizGpa5lBxamraYxff44CtZYerV1YPabkoCJXqWHsunOciU3HztKMjeP9Sg0qfjoXbwgqRvg3KXaomquDNd8P78LasT6G6bCbzt5AJ8HgLg35dkgno4IKSZJYcviqIagY91izco2bL3qORb9fNgQVbz3Vko+MnJBanJ+Db/H29gvoJP1gpyZ1bEnOVjJyTSDz9oZTUEKzorKk5yoZsSqQXSH6EffzX2zPgoGeJgsqilxJyuHrP6PRSpJhrYejUtgZHE9Vb8aqtTq++uMKQ1ac4dadAhrXseHnKd34c3oP+rV3Q6XV8dqmYP4s3OEzlbd7t8LfvQ55Ki2vbwlBoTbua5SSo2DViVie+fYkA74/xYYzN8gq0GBvZY5So8PN0YrgD/vwy5TuvNtP36irotvpTrYWhlymXwurf6qKX2Gy7Lm4sgeSmVrRz64ryQ9LYKG/GbiWUrOVISKwECrE1tKcWf09WDTYC99mtSlQa1l4IIoB350i+MadYj8nNUfJsFVnuZyUg6uDFdsndS2zT8Px6FQmbDiHQq3vkLlilHeJOQQ5CjVj1wYRdD0DBytzNk30L7VkdWvgTcOk1jHdmvLJwNKHqj3l4cbQwuFKRRetI1Ep/BJyq8yLmE4nsWB/FIsP68s3p/Vpxdzn25UrINDqJGbvCmPlCf1skw+fa8uMSmy1r/v7Ou/sDDUc/2yZ6M/BaU8wqjBZc8OZGzy39CQXbhb/9SxJdHIOA3/821Dls26s7wOD00zh6OUUXlp2mlt3Cmha15a9bz6uHzWuk5i7N4KZO0ONvuiWV2xqLi8vO23ojfFSl0YceOsJvJvWwdJczvfDu/Bch/qotRKvbwnhQJjpLq7mZnKWDutMXTtLom5nGzrjFkep0fJ72G0mrD9Ht0V/sfBAFFeSc7A0lzOgYwM2jvfj9KynqGtnSXK2kj8ikk22zqI25PtDE6s0yCv6Hr+SnENWwYPjzatSUTJuXHpehYNwUyrKbbuWmlej6xCBhVApbeo5smNSN754qQO1bC24nJTDS8tOM3tXGJn5KsPHpWQrGLryDNHJubg56oOKshI8j15OIWDDeZQaHX3aurFsZMltt7MVakavDeL8jTs4WpuzeaJ/qSWrm87EMWd3GKDfOfjIiKFqPxyN4etD+sDgZZ/GtKvvSFaBmvd+vsTwVYFcTyv+m7loQunav68DMPf5dkzrY3zDMdBvVb+17QLbz8Ujl8EXL3WocLc/SZL49nA0HxfunIx/zJ0vXtLvnNhamrNgoCcbxvvh5mhFbFoeLy07zVd/XDFqtPSxKym89ONp4jMKaFLHlt1Tu/NkGTNeKrL+NaeuM2GDPom3a/M67Hn9MbwaOrF0aCc+fK4tZnIZu0ISGPzjaeIz8k362lsDb/Lc0lOGpOMfhnfh61c73lOZZGEmZ8mQTgzspA903tx2wTCXxxSK+lvIZLAl8CZ7C480itYYnpDFR/si8P/0CFO2hHDkcgpanUTnJrVYOMiTcx/04bthnXmytQuONhZM6amftrvkyFWjvs7G6N3WDStzObFpeUQkZpvkOYvj4mCFu7MdkgQhJdzUVOVr17WzRJL0AXVNM+xY1HAvC5G8KZhMRp6Kz36PMgzAqmtnyQfPtaVb87qMWB1IbFoeDZys2RrQtcyKgMORyUzZEoxaK/FM+3osHda5xOOG+7sgllVdsu7v64aL6qQnmzO7v0eZF/klh68adhum92nN231aodHqWPv3db45FI1CrcPSXM7bvVsR8ERzw1qVGi1vb7vIwYgkfUDwckde9i55Qmlx8lUaJm8O4US0fpjZ0qGdK5yBrtNJLPgtknV/xxn+Lm/1Ln56aFa+mnn7wtlzUX9BbFffkW+GdCz26EqSJNafjmPB/kh0Evi512H5SO8SW6tXlFqrY+7eCLYF6UfQlzSt9cy1dN7YGkJ6ngonGwuWDutc5hC7sqTnKnn/lzAOR+nv6h9rWZevXulYak8KrU7i/V8u8XPwLeQy+OqVjveUxlZWUfKlnaUZG8b7cTE+k5+Db3H5rjN/N0crBndpxEtdGpUYzCvUWp784igpOUoWDPQ07FpV1utbgjkQlsRrPZozu39bkzxncd7dGcrO4FtM6dmC95/xqLLXKc7wVWc5fS29WsbFF1FrdaTlKknJVpKaoyS18P9j03LZezERS3M5UVXQW0NUhQg1JjA2nQ/3hHO18JzP2kKOQq2jYS0btk/qWmZHyYPhSbyxNQSNTuI5r/p8O7RTiS1+y1tdUjTLAIybfyJJEosPRbP0L/2Y8OLK5+Iz8pmzO4yTV9MAaOPmwKKXvGjj5sDkzcGcvJqGZeH29TOe5ZtzkVWgZsJ6ffMwGwszVozyrvAOgEarY9auMMMArnkD2jHuMfcyP+9A2G0+2B3GnXw1lmZyZvZtzcS7SjjVWh0f7YtgS6D+Yv+KdyMWDvKqVFfF4mTmq3h9Swinr6UbNa31dlYBkzeHEBqfiUwG7/Rtw5QeLSqUj3L0Sgrv7rxEWq4SSzM57/Zrw4TH3Y16Lp1OYs7uMLafi0cmg88Hm+4CpNHqeGnZaUJvZd3zuKW5nH7t6/GydyMeb+ls1AVmw+k45u2LoJ6jNcfe7WmSuSS/h91mypYQGtay4eR7vapsnsdP5+N57+dL+Darzc7J3avkNUry8a8RrPs7jvGPuTN3QLsKP48kSeQoNYZgISVHYQgaUrP/CR5Sc5Vk5KlKfa41Y3zo2ca1xgILURUimJx/87r89tYTrD4Vy9IjV3G2t+LWnQL6tHUtc+reb5du89b2C2h1EgM6NmDxqyVP5Cxvdcny49f47Hf9UDVj5p9IksRXf17hh6PXAJjd34PXerR44OMa17Fl43g/9l5MZMH+SK4k5/DSj6epWziW3dbSjJWjfMrdEyI1R8mYtUFE3s7G0dqcdeOMGzlfHKVGy1vbLvBHRDJmchlfvNSBl4zcOXnWqz4+zWoz+5cwjlxOYdHvlzkclcxXr3Sklo0lr28N5u8Y/cV+1jMeTHqyucnHNsem5jJhw3mup+VhZ2nG0mGd6d229GqL+k42/PRaVz7aF8m2oJt8+ccVQuMzHzi2KI1CrWXRgSg2nLkBQGs3e74d0tmoNvVF5HL9NFgLMzmbzt7gvV8uodbpGOFfuV2Bos6eYQn/BBV17SyZ/nRrBnRoUGJ7+5IM9WvMiuPXSMxSsDXwJuMfLzvoLEsvD1fsLM1IyCzgQvydCv/7LUvRkL/Q+CwUaq1JgiJjtTUkcBZ/3KPW6kjPVd0TLKTkPBg8pGQrUZbjGMpcLsPZ3gpXRytc7vqvi4MV/s3r1mgnULFjIVSpm+l5fPJblKELYpM6tiwY6FnstvS+0ESmFzaoGtS5YakVE/d3+twaUPrAru//umqYe1F0lFEaSZL47PfLrLgrUdKYnIY7eSrm7YtgX2gidlZm5Cu1vPdMG6b0LF+ToITMAkau1udtONtbsWmCH23rV+z7JU+p4bVNwZyK0e+cfDe8c4UmhEqSxM7zt5i/P5JcpQYbCzl2VuaG4GnJ0M6G+SumdDomjSlbQsgqUNOwlg2rx/iU+73YHnSTuXsjUGl1NHe2Y8Uo7zJLICMSs3h7+0XDFNKx3Zsxq79HhS9akiQxf/8/x1Afv9CeMd2blft58pQaVp6IvaezZ6fGtQiNz0QClgztxIudGlZojduCbjJ7VxjO9laceK+nSZosTd9xkd0XEhjbXZ/LVBUkScJ34RHScpXsnNzN6GnClaHTSaTlKjl2JYX3fgnDztKMUd2a/RMsFP7KyFdRnqusg5U5LoZgwfqeoMHVUR84uNhbUdvWstonuoqjEOGhIUkSf0Qk8dG+SJKy9Q14nutQn7nPt8OtcCbG7gu3mPlT6D0NqkqKuMvb6fPbw9F8e1jfROmdvq1546myg4pPfotizSl9suVHA9ox1ogjAygssywMeIrmjQD0a+/Gxy94Us+p7BkgMSm5jFoTyO0sBQ1r2bB5on+FZ0Nk5qsYt/4cF25mYmtpxqrRPjzWsnLdNOMz8pmyJZjwhGwszGTIZTJWj/bhCRMnaYK+cmfu3nA0OokuTWqxYpRPmbteJQmNz2Ty5mBuZymwtTTjq1c68mwxuSo6ncSqk7F89ecV1FoJFwcrvnqlY6VzNOCfcuGV5QxYQX/nu/1cPEsOXyUtV98IrGMjJ2Y/25auzevyzZ9XWFqYb/Hrm49XqMW0Wquj99fHuZmRz6z+HkwuZoeuvP66nMz49edxtrcicE7vKruTnrI5mN/Dk3jvmTa8Xs5AvjgKtZbEzAISMxUkZhZwK7OAxMwCEu4UkJhVwO1MBaq7yuvN5FBStb2ZXIazvSWuDtaGwKAoSHB1KPqvNc72VtXWf6UiRGAhPHRylRoWH4pm3d/X0Un6yPydfm2wsTTj/cKyz/sbVN0vJVvBsFVnDZ0+twaUPEH0/vyI95/xMGS/l0SSJD7+NZL1p+MAypXIlpqjZMTqs0Qn5+LiYMX6sT4cCE9ixfFYNDoJBytz3uvvwQi/JiX+/cITshi9NoiMPBUtXOzYPNG/3AOriqRkKxi1JogryTk42ViwfpxvsdM3yyvoegbj1wWRe1d5nZONBQsGepqsQZFWJ/HJXUmmAzs14LOXOlR6izstV8mbWy9wJjYdgNd6NOfdvm0MO2OJmQXM+OkiZ2P1PRH6tnPjs5c6mDQJ9f4jtrL+XUqSxMHwJL784wqxhZVHzera8m4/D571qmc4dtLqJEasPsvZ2Aw86jmwZ+pjFXq/fg6+xTs7Q6lta8HJ958qde6MMVQaHb4LD5NVoGbrRH+6VzKwLcmaU9dZsD+SXm1cWDeu9CFckiRxJ19Nwp0CEooChvv+m5Zbeh4DgFymr9BpWMsGd2c77K3N/wke7goa6tTA7kJVEIGF8NAKT8jigz3hhBaOsi4ywr8JC14suZdEUpaC4avOGqpLtk0qudOnJEl88ccVlh3T//A25s5Qp5OYuy+czWf1SYiLBnsxzM+4yZsp2QqGrw4kJkVfTrs1oKuh9Cvqdjazd4UZRnd7N63NosFeDxzdBF3PYML6c+QoNXg1dGL9OF+jRtUXJz4jn5FrArmRno+rgxWbJvhXeADW3Y5e1s9GUWp0+LnXYU5/D/63N8Jwzv9ch/p88qJnmePMS5OjUPPmtgscK5wD8k7f1kztVXzlSkVotDq+/OOK4ZjrsZZ1WTq0M39fS+fD3WFkKzTYWJgxb0A7hvg2Nnm+CBQ2Szty1bCTNvPp1rzZ+8GdtKDrGSz6PYoLhQPj6tpZ8lbvVgzza1JscmxKtoJnl54kLVfFML8mLBpc/nkiGq2OvotPEJuWV+K6ymvWL5fYfi6eYX6NWTS4Q6Wfrzhht7IY8P0pHKzNOTenD6m5Sm7dKSjcddAHDAl3BQ4Kddn5DDYWZjSsbUPDWjY0qGVDw1rWNKxtQwMnGxrWtsHN0brExPJHUZUEFosWLWLXrl1cvnwZGxsbunfvzueff06bNm1MvjDh0abVSWwNusk3f15BkiSyCjSM7taUmf3aFDvEKzGzgGGrznIjPb/M6pL7t5uNqX7Q6SQ+2BPGtqDCzP2XOvCqj3GZ+3cHPPWdrNlWTDmtViex+ewNvjh4mTyVFgszGZN7tGBqr5ZYW5g9cMFeM8bH6ATD+0Un5zBydSApOUoa17Fhy4SuJpkw+WthDoxGJ/GUhys/jtD3FVFrdfxwNIbv/opBq9MfHXzxUgd6ebiW+zXiM/KZsOEc0cm5WFvI+ebVTsUeV5jCb5du8+7PoeSrtNhamhnyFTo2rsW3QzpVejS5MX44GnNPF9XphQnFV5Nz+PzgZQ5HpQD6C1zAE+4EPNm8zH8XJ6+mMnqtfp5IRfMt9l5M4O3tF3G0Nufk+09VerbL3zFpjFgdSC1bC4Lm9DFZxVBmvoro5Fyik3O4kpTNlsCb6Mpxq+ziYEWDWjY0qmVDg1rWhcGDjeG/tWwtqiSw/LeqksDimWeeYejQofj6+qLRaJgzZw7h4eFERkZiZ2fcN6EILIS7pWQrWPhbFHsLmwe5Olgxd0A7nvOqb/iGvnUnn2GrzhKfoW+bvC2gK41qlxxULNgfZWhGNf/F9mV2fdTqJGb9comdFeg1cDurgGErzxJXGPBsCyj9Ip6YWcDcvRGGXgjuznYM6FCfH49de+CCXRGh8ZmMWRdEZr6a1m72bJrgb8hjqYytgTf5YE8YkgQvdmrAV690fOBO7dKtTGb8FGpIdhzm15gPnmtn9Fb6+bgMJm0KJiNPhZujFatG+9ChUa1Kr700p66mMn79eczNZOSrtPT2cGX5KO9qvQtdcfwaiwqrlUZ3a4pSrWVn8C10kv5sfohvY6b1boVrOb6Od+db7Hvz8XLPfdHpJJ5ZcoLo5FzeeqolM/oaf/NYHK1Owv9TfXLlurG+5Q46swrUXE3OMQQRV1P0/5+ao3zgY9u4ORi6izYsChgKdxj+CSJsqOdkXa3VI4+CajkKSU1NxdXVlePHj/Pkk8ZNsBOBhVCcU1fT+N/ecEP3yidbu7DgxfbIkDFs1VkSMvVtm7cFdC1xNLIkSXy0L8JQGvjpIC+G+5d+lKHVSby7M5RdFxKQy2DxEOPv8G7dyWf4qkBuZuTTqLY+qCirR0fROg+GJzFvXwQpOUrM5DK0Oon+nvpGYBW9qJ2+lkbAhvPkqbR0bFyL9WN9K3UkUWTZsWt8flB/4RvZtQnzXyj5uEqh1vLlH1dY+/d1/aTUOjZ89XLHUue1gH7a66xfwlBpdXg2dGT1aF+jEl0r42J8JgEbz5Oao8TSTIaqMNN2uH8T5g1oV+5ps5Wx9lQs8/dHIZdhuOPu196Nd/t5lNmhtjimyLc4GH6byZtDsLM04+T7T1U6z2Te3nA2nLnB4M4N+WZIp2I/JkehJjo51xBE6AOIHMPU2uI0rGVDKzd7Wrs50MrVnpau9jSqbUtdu0cjr+FhUi2BRUxMDK1atSIsLAxPT0+TLkz471GotSw/fo0fj15DpdVhaSbHylxGjlKLu7Md2wK6lnix0ekk/rc3nC2BN41uQqTR6pi5M5S9FxMxk8tYMrQTz3cwLvkwPiOfoSv1AU+TOrZsm9SVhiUEPCUpatZVlE1e186SeS+0Z0CH+uXefj0UmczUrSGoNDq6t6jLytE+lU66uz9P5fWeLXi3jIZiRc5cS+ednaEkZBYgk8HEx92Z2bfNAxc3nU6fyPhj4Ws8074e3wzpaJIyx9LsC03k3Z2hKDU6POo5sHK0N3svJPLN4WgkSV++uWxklwonzpZHSo6Cd3de4nh0qqGSqL9nPX4c0aVS2/D35luUP7dBkiSe/+4UEYnZJumceT4ug5eXn8Heypxj7/YkPiOfq4U7ENEp+mDi9n1j2+9W38maVm4OtHYtDCLc7Gnl5lDpf+eC8ao8sNDpdLzwwgtkZmZy6tSpEj9OqVSiVP4TbWZnZ9O4cWMRWAglup6Wx//2hHMqJg17KzOUGh1LhnTi2RIu+vd3NvzSiLbZaq2OaTsu8tul25jLZXw3zPg22TfS8xi+KpCEzALcne3YGlD+yo2NZ+KYuzcCgGe96hGdnGs4QujZxoUFL3oatfsB+lLdd3ZeQquTeLqdG98N61zpLV6tTmJuYaAGJTcHK02OQs0n+6PYcT4egFau9iwe0snQbj1fpWH6jouGwVdTe7Vg5tNtqvQuUz8n5SpLjuiTJnt7uLJkWGfDxenolRSmbb9IVoEaZ3tLvh/eha5l7LZUxp8RSczaFUZGngorczl927ux/9Jtw7Td0pKZjXHqahqj1gYiSfDtkE4M7Fy+fIsjUclM2HAeGwszTrzXq0KlvpIkEZeez+lraXyyP4qCMgbDuTlaFe4+ONC6MHho5WZfbO6VUL2qPLCYMmUKv//+O6dOnaJRo5J/iH/00Ud8/PHHDzwuAguhNJIkcSDsNvP2RRjKvgZ3bsic59rifFelxP2zGL55tewfniqNjre3X+D38CQszGT8MLwLfY1sGHU9LY9hK8+SlK2guYt+F6W8OQxrT11nfuFEyoAn3JnzbFtUWh0rjsfy/V8xqLQ6bCzMmNm3NWO7Nyt11HhRG2bQj3AvGiZWGWqtjhk/hfJraCIymf5IydjqmOIcjkxm1q4w0nKVmMtlvNW7FYO6NGDyphAiErOxNJPz+cteDOpsuhkaxVGotbyzM5T9hWO8Jz3ZnPef8Xigr8LN9Hxe2xxM1O1szOQy5jzblvGPNTNpEl++SsOC/ZFsC9IHXW3rO7JkaCdauzmw83y8Yeruqz6NWDS45J4uxvjmUDRLj1zFtrC/RXnyLSRJYtCPp7kYn2l0y+qiQOJsbLrh191HGe3qOxJ5OxsXByt94ODqQGs3B8P/l7djqFB9qjSweOONN9i7dy8nTpzA3b30bHuxYyFURlaBmq/+uMLmwBtIEjhamzOrf1uG+jZGAt7ZGcruCwmYyWV8O6STYVRzSVQaHVO3hnAoMhlLMznLRnYpszV0kWupuQxbeZaUHCUtXe3ZGuCPq0P5gopVJ2JZeKDkWSXXUnOZvSuMoOv6PgpeDZ1YNNjrgaFqkiTx/V//TFsd271ZucewF6dApeX1LcEcvaIfeLZ4iPHHQ6XJyFPx4Z4wDoQlAWBhJkOtlahrZ8nK0d5V1uq5SEq2goBNwYTGZ2Iul7FwkCdDfEsOlgpUWmbvumQYwPZCxwZ89pKXSY5oQuMzmbbjItfT8pDJIOCJ5szs2/qenI49FxKY8dNFdJI+oP7ylY4VDi4qm29xIlpfZWJpLufEu70eOI4sK5AAsDST06lJLbo2r4tfs9q0b+BkkvwfoXpVSWAhSRJvvvkmu3fv5tixY7RqVf76ZpFjIVTExfhMPtgdZhi/3KlxLRxtLDgRnYq5XMbSYZ3LLEtUarS8vlk/QtrSXM6KUd70amNcdvrV5ByGrQokLVdJGzcHtgT437NzYoy7kyBLm1Wi00n8dD6eTw9Eka3QYCaXMeFxd6b1aYWtpTmSJLHwtyhWF3YGfat3K6b3aVXpO+pshZqJ688TFJeBtYWc5SO96Wnk+2MMSZL4+s9ovj+qr1bIV2l5q3cr3u7dqkqPPyISs5i44Ty3sxTUsrVg+Uhvo443JEliw+k4PvktCo1OwqOeAytGeZfYO6UsWp3EsmMxfHv4KhqdRH0na75+pWOJDaP2X0rk7e36FvcvdGzAN6XMzSlLZfItJEni1RVnOBd3h5Fd9cczN9LzOWNkING1eR26NKktKjAeAVUSWLz++uts3bqVvXv33tO7wsnJCRsb486YRWAhVJRGq2PjmRt8cyiaXKUGM5kMnSSx2IizY4Vay+TNwRy7koqVuZxVo32MnhJ6JSmH4avOkp6nom19R7ZM9C93hvx3R64adheMmVUC+qS++b9GGrbuG9exYf4Lnvweftswmv5/z7djggmGRaXnKhmzLojwhGwcrMxZO87X5PMWDkcm83phgqmjtRnZCv1Ze7fmdfnylQ4llhBXxp8RSUzbcZF8lZYWLnasGeP7QI+RsgRdz+D1LSGk5SpxtDZnydDO5S6XjM/IZ/qOi5y/cQfQNxL7dKBXmdv+B8Nv88bWC2h0Es961WPJ0IpXDf0dk8bINRXLtzh1NZWRa4KQy6COneUDXSlFIPHfUCWBRUl3ROvWrWPs2LEmXZgglCQpS8Fnv0dxKCqZPKWW+k7WfPRCe/q2cyv236hCrSVg43lOXk3D2kLOmjG+Rs/LiEzMZuSaQDLyVLRv4MjmCf7l2sK9P1nQmFkl9/vrcjL/2xNBQmaB4TEZ8PnLxjfxKk1iZgGj1gRyLTWPunaWbBjv98DRS2XtuZDAzJ2haHUSfdq68t2wzvwcksCnv+mT+eytzJk3oB0vezcySS6DJEmsOBHL5wcvI0nwRCtnvh/epcKNnpKzFUzZHEzITf0I9rd7t+Ktp8reaZEkiV0hCczbF0GuUoO9lTnzX2zPoM4Njf57Ho5M5vUtIai0Ovq2c+P74V0q3GBq8aFolhTmW+x74/EyS1nDE7L4OfgWey8mcCdfTdM6ttzIyBeBxH+UaOktPPKOXk5h7r5w4jP0F9w+bV356IX299z5Fqi0TNhwjtPX0rG1NGPtWF+js/zDE7IYuSaQzHw1HRo5sWm8f7kSy+7e+gfjZpWU5E6eihd/+JubGfkA2Fma8dEL7St9Ib6elsfI1foKlwZO1myeWPLslYradCaOufsikCQY1LkhX7zcwXDXHZeWx4yfLhJS2LK6T1s3Fg32qvCgMdAfeX2wO5yfg/W7OqO6NmXegHaVTmpVaXQs2B/JprP6Pim9PVz5ZkinEoOVrHw1c/aE8VvhjpNP09osHtLJ6Gqfux29ksJrm4JRaXSVaqKm1UmMXB3Imdh02rjp8y3uH3qVlqtk78VEfg6+RdTtf0aBuzpY8apPI7q3dBaBxH+UCCyE/4QClZbvj15l5YlY1FoJGwsz3u7TigmPu6PS6Bi//hyB1zOwszRj3Tg//NyN296/dCuTkasDyVZo6NS4FhvG+5XrbleSJD4/eIXlx42fVVKSu3NDzOT6hkA3C4Opbs3r8ulgrwq1n45MzGb02kDSclU0d7Fj8wT/EpuPVYQkSfx47JqhZfXobk35aED7B+7ytTqJFSeusfhQNGqtRB07Sz4d5MkznuVv5Z2Rp2LypmCC4jIwk8uYN6BdmZ1Xy+vn4Ft8sDsMpUZHs7q2LB/ljUe9e3+WnY5JY+bOUG5nKTCXy5jWpxWTe7SoVHBz8moqEzecR6nR8WRrF1aO8q7QxT0lR8GzS06RlqtkqG9jPnupAyqNjqNXUvg5+BZHL6egKezSZWkm5+n2brzs3YgnWjpXOjgT/t1EYCH8p1xNzuGDPeGGaoqWrvaYyeBKci72VuZsGO9rdOXBhZt3GL02iByFBu+mtVk/zrdcczskSeLTA1GsOqlPrjRmVklJ7s8NWTPGF//mdVh76jqLD0ejUOuwNJfzdu9WBDzR3Ogt8vNxGYxbf44chYb2DRzZMN6v3Mmopbl/XktpyapFom5nM33HRS4n5QD6aoh5L7Q3OqC7mpzD+A3niM8owMHKnB9GdDE6j6a8whOyeG1TMAmZBdhYmPH5yx14oWMDlBotX/8ZzaqTsUiSvmX7t0M60bFxLZO87ulraUxYf54CtZbuLeqyeoxPhSpV7s63eLKVM+GJ2WTk/ZM30bFxLV72bsSADvWpZSuqNwQ9EVgI/zmSJPFLSAKfHogiI0+FuVyGTAarx/jQo7VxyXbBNzIYs/YcuUoNfs3qsHacb7k6+0mSxPz9/4z7XvBie0ZV8I757twQGwsz1ozxuaeC4GZ6Ph/sCePk1TRAPyNh0UtedCljNPrx6FRe23QehVqHb7ParBnra9LmQ1qdxAeFDcugfLs1So2WJYevsvz4NXSSvtviFy934IlWpQcIx66k8ObWC+QoNTSpY8vasT60dK38NNfS3MlT8db2C4b3/6UuDYlIzDYERsP8mvC/59uavIto0PUMxq0LIk+lxc+9DuvG+mJXzu6Tt+7kM3HDea4k5VB0AXBxsGJwl4a83KURrdyq9r0T/p1EYCH8Z93JU7HkyFW2Bt5ApZWobWvBnGfblpmPcPcP7K7N67B2rG+5Lgo6ncS8fRGGM3hjZpWU5P7ckHVjfYudtyFJEnsvJjJ/fyQZeSpkMn1Owbv92hS7y3Ig7DZvb7+AWivRs40Ly0Z4P3DGXhkqjY7pOy7yW9ht5DL4zIjW6sUJvpHBzJ9CiUvX55SM7taUWf09Hvh6FJWEzt8fiU4CP/c6LB/pXem5FsbS6iS+LmxJXjTno5atBV++3JGn2xnXH6Uigm/cYezaIHKUGnya1madkbtqmfkqvv8rho1nbqDS6seGv9SlIc93aMATrcRRh1A6EVgI/3nn4zL4YHc4V5L1d5B+7nVYONCz2LuxM9fSGb/+HAVqLY+1rMvq0b7luuDqdBIf7g1nazlmlZQkT6m5Jzdkw3g/fMoo/byTp2LhgShDwmI9R2s+frE9/e7qKLrj3E1m7wpDJ8HzHerzzaudTDa+GvTdJCdvDuFEtL651pKhZfcWKev5Fh24bAjU3J3t+PrVjoYdGbVWx8e/RrD5rL7t+CvejVg4yMukf6ey6HQS3x65ytLCqh/QJzmuGOVN5zJ2jiorND6TUWuMywNSqLWsPx3Hj0djyFZoAOjeoi6z+ntU+QRZ4dEhAgtBQH/xWXvqOt8evkqBWou5XMakJ5vz5lOtDIHD3zFpTNhwDoVaxxOtnFk12qdcSXE6ncTsXWHsOG/8rJKS5Co1jFsXxLm4OzhYmbN+vB/eTY2/QP0dk8ac3WHcKLzT79fejY9f8OTX0ERDx89hfk34ZKBnpdpE3y+rQM2E9ec4f+MONhZmLB/lTQ8T5TeciE7lvZ8vkZStQC7Tdywd192daTsuciomDZkMZj3jwaQnm5u07XZZClRa3vk51FD18apPI4Jv3OFaah6WZnI+frF9pVqhG+PuyiWvhk5smuB3T06EViexK+QWiw9Fk1g44MujngOz+nvQo7VLtb5fwr+fCCwE4S637uTz0b5IDkfpB14VNZuSy2VM2qjPtO/ZxoXlI8uXaa/VSbz38yV+CTF+VklJchRqxqwNIuRmJo7W5myc4E+nCiT9KdRalh7RV8podBKW5nJUGv229+QeLXj/GeMmlBorNUfJmLVBRN7OxsHanPXjjE+UNVZWvpqPfo1g94UEAKzM5Sg1OmwtzVgytHOVHjsUJyVbQcDG84TeysLCTMbCQV686tOYXKWGd34K5WCEvnX5UN/GfPRC+yotzYy6nc2I1fpeK0UN3GrbWnAsOpXPf79syPlo4GTNjL5tGNS5oUmDSuG/QwQWglCMPyOS+GhfhOHurehcvLeHKz+O7HLPvIayaLQ63tkZyp7CsevGzCopSVaBmtFrgwiNz8TJxoLNE/zxalS5JlWRiVmMWXeO9FwlOgka1rJm3Tg/WpswMS8hs4CRqwO5npaHs70lG8f7065B1X1frz6pn7ViZ2mu393p3owPn29XrRfK8AR9i/CkbAW1C1uE353/IkkSy4/H8uUfl9FJ0LGRE8tGepu0lPd+0ck5DC9sOd+0ji0uDlaGLp+O1uZM7dWSMd2bid4TQqUYe/0WmTrCf0rf9vU4NKMHk55sjrlchr2VOWZyGV2b18WsHHfxGq2O6T/pgwpzuYzvh3WucFCRma9i5OpAQuMzqW1rwdaAygcVkiSxM/gWqTn6oMLSTE5CpoLnlp7k6z+voChjdLUxYlJyeXnZaa6n5dGwlg07J3ev0qAi5OYdvvsrBkkCSdLvwKw7HceQFWe4kZ5XZa97t4PhSbyy/AxJ2QpautqzZ+pjDyTVymQypvRswYbxftSytSD0VhbPf3eK0zFpVbau1m4ObJzgi62lGQmZBZy/cQdLczmTnmzOifd68VqPFiKoEKqN2LEQ/rOuJGUza1cYFwq7PrZv4MjCQV5lHj+otfqx6wfC9GPXvx/e5Z4kyfK4k6di5JpAIhKzqWNnyZaJ/rStX7nvC51O4qNfI9h4Rp/0uHCQJ73auDJ3bziHo1IAaO5sx6eDvYzuQnq/8IQsRq8NIiNPRQsXOzZP9Ke+U9XdkZ+6msakTefJV2np0qQWa8f48mdUMvN/jSRXqcHW0ow5z7ZlhH+TKskbkCSJZcev8cVBfbOvJ1o588OILmWW6cZn5DNlSzDhCdnIZTCrvwcBT5g+F+Rqcg5vb79IZGGnzFd9GvFW71ZVMn9F+O8SRyGCYASdTmLH+Xg++/0yWQVqZDIY6d+Ud/q1KTbDXqXR8ea2EP6I0I9d/3FEF/pU8Hw/PVfJiNWBXE7Kwdnekq0BXSt9THF/dcpng70M48ElSeJgeBJz90WQmqOfRjnEpzGzn/UoVxOkoOsZTFh/jhylBs+GjmwY50ddEzbXut/B8CTe2nYBlVafXLtilLeh7DQ+I593doYSWNgY7cnWLnzxUocHRntXhlKjZfauMHaF6PM7xnRryv+eN75FuEKtbzH+S4i+Yuc5r/p88XKHcveeKI4kSWw8c4NPD0Sh1OiobWvBZy91qHCgKwilEYGFIJRDWq6STw9EGS4ezvZW/O/5trzQsYHh7lKp0TJ1SwiHowrHro/0LveUyyKpOUpGrD5LdHIuLg5WbAvwr3RDJ2OrU7IK1Hxx8DJbAvVlms72lswd0J4BHeqXeSd99HIKkzcHo9To8HOvw+oxPiZtrnW/nefjef+XS+gk6O9Zj2+HdnogD0ank1h3Oo4vDl5GqdHhaG3OgoGe93ztKio9V8lrm4I5f+MOZnIZHw1oV6GGZ5IksTnwJvN/jUCtlWjlas+KUd6VmsuSkqPgvZ8vcexKKqAPqr56uQOujqYLqgThbiKwEIQKOH0tjQ/3hBObqj+zf7ylMwsGelLfyZopm4M5WoGx6/dLyVEwfFUgMSm5uDlasS2ga6UHf91fnfL1qx0Z1Ln0ktdzcRnM3hVGTEouAD3buLDgRc8Sh2T9GprI9B0X0eikSg3CMtbaU9eZvz8S0G/tfzrIq9RdgpiUHGb8FMqlW1mAfmdgwUDPCjfLik7OYfz6c9y6U4CDtTk/juhSZgfQsgTfyGDK5hBScpQ4WJnzzZBOFapoORSZzPu/XCIjT4WluZzZ/T0Y061ZmdNWBaEyRGAhCBWk1GhZdSKW7/6KQanRYWEmo56jNfF3Cso9dv1+ydkKhq06S2xqHvWdrNkW0JVmFRggdrf7q1MWD+nEC0Ymkio1WpYfi+WHozGotDpsLMyY2bc1Y7s3u+civjXwJh/sCUOS4IWODfj61Y6GCaWmdv+o+YmPu/PBc22N2n1Qa3X8cDSG7/6KQauTcHGw4vOXvHjKo3wX76OFLcJzlRqa1rVlzRjfMkeMGyslR8HULSGci9NXbbz5VEum9WltVGVLvkrDgv1RbAvS7zZ51HNg6bDOJq30EYSSiMBCECrpRnoe/9sbwYnoVBytzclRaJj9bFsmPVmxKaW3swoYtvIscen5NKxlw7aArjSpW7nkuqLqlF9D9dUpS4dVrNtlTEouc3aHGYa4eTV0YtFgLzwbOrHs2DU+P3gZgJFdmxj6f1QFnU4/a2X96TgAZj7dmjeealnuI41LtzKZ8VOoYTdmqG9jPny+XZlzXyRJYt3fcXzym75FuH9hi/DaJm4RrtbqWPhblOHv2aO1C0uGdio11yU0PpNpOy5yPU2/mzbpyebM7Nu6XCXSglAZIrAQBBOQJInfwm6z+FA01wqPR17s1IAPnmuLq4PxZ9kJmfqg4mZGPo3r2LB1YtcSjxyMdXd1irlcX53yjGfFk/Z0Oomfzsfz6YEoshUazOQyPBs6EhqvP1p4vWcL3u1n2uZad9Nodbz/S5ghyfHjF9ozpnuzCj+fQq3lqz+usObv60gSNKptw1evdCyxEkat1TFvXwRbC3NPhvg0ZsFAzyptEb77wi1m7wpDodbRuI4NK0b6PFCyq9VJLDsWw7eHr6LRSdRztOabVzveM5BOEKqDCCwEwYSyFWq++TOajWfi0EngYG3Oe894MNyvSZlb2PEZ+QxbdZZbdwpoWteWrQFdaVjJZkl3V6dYmMn4cYS3ybpPpuQomP9rJPsv3cbaQo5CrWOITyM+f7mjSZ6/OAq1lre2XeDPyGTM5DK+fLkDg7tUrC36/c7GpjPzp1ASMguQyWDCY+6806/NPfkhWflqXt8azN8x6chkMKd/WyY+4V4tLa8jErOYvDmY+Az9UduiwV6G/Jj4jHym77hoaHb1nFd9Fg7yFKPMhRohAgtBqAKXbmXywe5wwhL0d/EdG9di4UBPPBsW39DqRnoew1cFkpBZgLuzHdsCula6FNKU1SnF0ekk5u4LNwz3KjKwUwM+fL4dziYuLc1Vapi08Tynr6VjaS7n+2Gd6WvicskchZpP9kex47x+lHsrV3u+ebUTXo2cuJ6Wx4T154hNy8OusEV4RUuIKyozX8Xb2y9yPFpf4TG2ezPaN3Dk48I+HfZW5nz8QnsGd2ko5nsINUYEFoJQRbQ6ic1nb/DlH1fIVWqQy2Bsd3dm9G19zxn+9bQ8hq86y+0sBS1c9EFFZUsBFWrtPdUpK0f7mGzYF+iDig/2hLEtSF+yuuDF9sSm5rP+9HXDSPAPjBhBb6zMfBVj1p0jND4TO0szVo3xoXuLqtviPxKVzPu/hJGWq8RcLmNgpwb8GZlMtkJDw1o2rB7jU+kGZRWl1UksORzN0r9i7nncu2ltvh3SqdJHZ4JQWSKwEIQqlpytYMF+/ZEB6EeVzxvQjmc86xGblsewlWdJyVHSytWeLQH+5crJKI5CrWXSpmBORKdibSFn9WhfHm9luouwVicx65dL7Ax+sGQ1ND6TWbvCiCrs7Ni9RV0+HeRVqYqW5GwFo9YEEp2cSy1bC9aP86vQ0LXyyshT8eGeMA6EJWEml6HVSbSt78DG8f64OFRdoy9jpGQreHXFGeLS82lf34FnPOszpWcLo5txCUJVEoGFIFST49Gp/G9PODcz9KPK/dzrEJ2UQ2aBGo96Dmye6F/p44MClZaAjec5FZOGjYUZa8aa9s5eq5N4d2couy4kYCaX8c2rHXmx071TWotG0C8+HI1CrcPKXM5bvVsx6cnm5S49vZmez8g1gdzMyMfVwYrNE/2rtWRy45k45u6NMPzeylzO+894MLZ7zfWCCE/IImDjeW5nKXCyMWfZSO8q3b0RhPISgYUgVCOFWsuPR2NYdvwaaq3+W8rFwYr9bz6OWyWPP/JVGiasP8+Z2HRsLc1YN9b3gcFXlaHR6pi5M5S9hX0wlg7tzHMdSi5ZvZmezwd7wjh5VT9Uy6OeA58O9qJLk9pGvV50cg4jVweSkqOkSR1bNk/wr3TZrbEkSeLHY9f48g/9zI+XuzQkOUdp+Lt0a16XL1/pUO0zNv6ISGLa9osUqLW0cLFj7VhfmtatXH8TQTA1EVgIQg2IScllxfFr7AzWl0y2dLVn4UDPCgcCuUoN49efI+h6BvZW5qwf54tPszomW69aq2Pajov8dul2YclqZ57xLLsPhiRJ7L2YyPz9kWTkqZDJYHRX/YwVh1JafF+Mz2TsuiAy89W0cXNg0wS/amtBLUkSi36/zMoTsYC+MdWMp1sDsDnwJp/+FkWBWou9lTlzB7TjFRPlkZS1puXHY/nij8tIkn642ffDuxQ7p0YQapoILAShhkiSxO4LCSz8LYr0PBUAL3s3Ys6zbcvVXjpHoWbcunOcv3EHBytzNkzwM3pXwBgqjY63tl3gYIR+SusPw7uUuxojI0/Fwt+iDL0n6jlaM//F9sU+z+mYNAI2nidPpaVT41qsH+dbbWWTWp3EB7vD2H5OXxXy4XNtmfjEvY3O4tLymLkzlODC0s4+bd1YNNiryvIulBotc3b9M5xsdLemzC3HcDNBqG4isBCEGpaZr+Lzg1cM7Zdr2Vowu78Hr3g3LvMcP1uhZszaIC7czMTR2pxNE/zpaMLERpVGx9StIRyK1E9pXT6qS7nbXt/t75g05uwO40a6Ps+kv2c9PnqhveEY6M+IJN7YdgGVRsdjLeuycpSPSaZ7GkOl0TF9x0V+C7uNXAafDe7Aq76Ni/1YrU5i5YlYvjl0BbVWoo6dJQsHetK/At1MS5Oeq2Ty5mDOxemHm80b0I7RFRhuJgjVSQQWgvCQCL5xhw92h3E5KQcA32a1+WSgF23qFZ+smJWvZvTaQEJvZeFkY8GWif4l9smoCKVGy+ubQzhyWd8HY+Uob3q2qXwfDIVay5IjV1l5IhatTsLBypz3+3tgbSHn/V/C0Ook+rZzY+mwzlU6vOxu+SoNkzeHcCI6FQszGUuGGtfyPOp2NtN3XDR8zQZ1bshHL7Q3yRFFdHIOEzacIz5DP9zsh+FdKjzQThCqkwgsBOEhotHqWPd3HIsPR5Ov0mIulzHxiea81bsltpb/3Lln5qsYuSaQ8IRsattasHmiP+0bmC6oUKi1vLYpmOPR+j4Yq8f4VHpi5/2ibmcza1cYofGZ9zw+uEtDvnipQ7Vt9WcVqJmwXn+UZGNhxopR3uW6gCs1WpYcvsry49fQSVDfyZovXu5QqffrWOFwsxzDcDMfWrqKAWLCv4MILAThIZSQWcDH+yL4MzIZgIa1bJj/Ynt6t3UjI0/FyNWBRN7Opq6dJVsC/PGoZ7rvkQKVlkmbznPyamHJ6hifKps3odVJvL4lhD8ikrA0k6HRSUzt2ZKpT7Wslt2K1BwlY9YGEXk7G0drc9aN88W7acWSXoNv3GHmTxeJKzzmGd2tKbP6e9wTEJZFkiTWn45jwX79cDM/9zqsqILhZoJQlURgIQgPsUORyXy0L4KEzAIAerVx4WZGPtdS83C2t2JbgD+tTNjXIV+lYeIGfdtsW0sz1o71LXEYlymsPHGNTw/oJ6I2rWtryL1o7mLHp4O8qvS1EzILGLk6kOtp+vdy0wS/SnfTzFdpWHTgMpvO3gCgWV1bvn61E95Ny06mVWt1fLQvgi2Fw81e9WnEJwO9qnS4mSBUBRFYCMJDLl+lYcmRq6w5eR2NTv9taG9lxi9THisx/6Ii8gpLVgOvZ2Bnacb68X74mrBk9X4/Hovhi4P6PhFv9W7FtN4tORiRzLx9EaTmKAH9GPPZ/dviZGvassqYlFxGrQnkdpaChrVs2DzRH/dKdAe934noVN77+RJJ2QrkMpjSswVv925dYpBw/3Cz2f09CHiiuZj3IfwricBCEP4lLidl8/1fMYbW4G3rO7JwkKdJSktzlRrGrQviXJy+ZHX9eD+j7rIraumRq3xzKBqA6X1a83afVoY/yypQ8/nBy4ax5M72Vswb0I7nO9Q3yYU2PCGL0WuDyMhT0cLFjs0T/anvVLkpssXJylfz0a8R7L6QAOi/Xt+82vGBXZG7h5vZFg43M9UEWkGoCSKwEIR/EZ1OYmdwPIt+v0xmvhqZDIb5NeH9fh4VvqvPVqgZuzaIkJuZOBSWrFbVLA5Jklh8+CpLj1wF4N1+bZjaq2WxH3suLoPZu8KISckF9MdACwZ6VqrbZWBsOhM3nCdHqcGroRPrx/lS18RTWO/3e9ht5uwO406+GkszOdOfbs2kJ5tjJpdx+loaUzaHkFWgpoGTNavH+NKugfh5J/y7icBCEP6F0nOVLPr9Mj8Xdu50trfkg+faMrBT+cZlZxWoGb02iND4TJxsLNg8wR+vRqarLrmbJEl8/Wc03x/VT+Wc3d+D13q0KPVzlBoty4/F8sPRGFRaHTYWZszs25qx3ZuVu2rk6OUUJm8ORqnR4edehzVjfErt/mlKKTkK5uwK43BUCgA+TWvTs40L3x6+ikYn0alxLVaO9q70ADpBeBiIwEIQ/sXOxqbz4Z5ww119t+Z1+WSQJy1c7Mv83Mx8FaPWBBGWkFUlJat3kySJzw5eZsVxfZvs4jpaliYmJYc5u8IJissAwKuhE4sGexndt2NfaCIzdlxEo5N4ysOVH0d0qbYeGUUkSWJn8C3m/xpJrlKDXAY6CV7o2IAvXu5Q7esRhKoiAgtB+JdTaXSsOhnL0iNXUWp0WJrJmdyjOa/3Krlk806eihGFJat17CzZMtG/0hURJZEkiYW/RbH61HUAPhrQjrGPuZf7eXQ6iR3n4/n0QBQ5Cg1mchkTH3dnWp/W2FiWfFHeEniDD/eEI0nwYqcGfPVKx3JPWTUVrU5i2o4L/Bp6m5Yu9jzfoT5v92klkjSFR4oILAThEXEzPZ+5+8I5diUV0JdvLnjR84FmT+m5SkasDuRyUg7O9pZsDehaZaPIJUni418jWX86DoAFAz0Z1bVppZ4zJVvBx/sj+a0wibVxHRs+GehFj2KaWt1deTKyaxPmv+BZY+POVRod03/SD3KTy2DRYC+G+DapkbUIQlUSgYUgPEIkSeJgeBIf/RpBcra+ZPP5DvWZ+3w7XB2tSc1RMmL1WaKTc3Fx0PfBqKqOjjqdxLx9EYaeDosGezHMz3QX0sORyczdG05ilgKAgZ0a8OHz7XC2t0KSJD4/eIXlx68B8HrPFrzbr02N7QwUqLRM3qzvZFqeluGC8G8kAgtBeATlKNQsPnSV9aevo5PAwcqc13o0Z1fILWLT8nFztGJrQFejcjEqQqeT+GBPONuCbiKTwecvdeBVn+IHelVGrlLD139eYf3pOCSpaIBbWy7G32FbkH5CqTFJolXp7pbh1hZyVozyKXZ3RRAeFSKwEIRHWHhCFh/sDiP0VpbhMWd7S36e3J1mJmwIdTedTmLWrkv8dP4Wchl89UpHBndpVCWvVeRifCazfrlkGAZW5LPBXgw14S5JeaXlKhm9Rt8y3MHanHVjffGpwqZjgvAwMPb6LXrKCsK/kGdDJ3a9/hgLBnri31x/QcvIU7H+dBzZCrXJX0+rk3jn51BDULF4SKcqDyoAOjWuxa7Xu9Pa7Z8dGAszGel5KtRaXZW/fnESMgt4dfkZIm9n42xvyfZJXUVQIQh3ETsWgvAvl5KjYOFvUey9mAiAq4MVcwe04zkv03S01Gh1zNwZyt6LiZjJZSwZ2onnOzSo9PMaQ6XR8cbWEP6MTMZcBq3rORB5W7974VHPgUWDvehsgg6lxrqWmsuo1YEkFrYM3zTBj+ZVdOwkCA8bcRQiCP8xp66m8b+94VxPywOgR2sX5r/YnqZ1K340otHqmLbjIvsv3cZcLuO7YZ3pX03JiUqNlqlbQjgclYKluZwVo7zp2dqF3RcSWLA/kjuFHUrHdGvGO/3aYG9l/LTRighPyGLM2iDS81Q0d7Fj8wR/GtQyfctwQXhYicBCEP6DFGoty49f48ej11BpdViZy3nzqZYEPNkcK/PyNWpSa3W8te0Cv4cnYWEm44fhXejbvl4VrfxeCrW+2uLYlVSszOWsGu1zT3ltRp6KT36LZFeIfl5HfSdr5r/oWWWzOIKuZzBh/TlylBo8GzqyYZxflbcMF4SHjQgsBOE/LDY1l//tDefvmHQAWrjY8clAL7q1MG5c+d1HEJZmcpaN7ELvttUzQEuh1hKw8Twnr6ZhbSFn7Rhfurd0LvZjT11NY87uMG5m6Mey9/esx8cvtMfV0XQttI9eSWHK5mAUah1+zeqweqwPjtXUMlwQHiYisBCE/zhJktgXmsiC/ZGk5aoAGNy5IXOea4tzKXfbxR1B9GrjWi1rLlBpmbjxHH/HpGNracbasb50bV56MFSg0rL0r6usPBGLVifhYG3OrP4eDPNtUummWb+GJjK9sGV4rzYu/DjCu9RuoILwKBOBhSAIgL7fwld/XGFz4A0kCZxsLJjV34MhPo0fuPAq1FqmbA7maAlHEFUpT6lhwoZznI3NwM7SjPXj/fAtR7VFZGI2s3ddMpTg+jStzaLBXrSqYPfRbUE3mbM7DEmCAR0b8PUrHbE0F4V0wn+XCCwEQbjHxfhM5uwKI/J2NgBdmtRi4SAvwyyR+48g1ozx5bESjiBMLVepYfy6cwTFZWBvZc6G8X54Ny1/tYdWJ7HxTBxf/nGFfJUWCzMZU3q25PWeLco1DGz58Wt89vtlAIb7N2HBi56Y1VDLcEF4WIjAQhCEB2i0OjacucE3f14hT6XFTC5jwuPuTHqiOW/vuFCuIwhTyVGoGbvuHME37uBgbc7G8X6VLiFNyCxg7p5wjlzWjzNv7mLHokFe+Jfxd5IkiS/+uMKyY/qW4VN6tuC9GmwZLggPExFYCIJQottZBcz/NZLfw5MAsDKXo9TosLM0Y904P/zcq6fhU1aBmjFrg7gYn4mTjQWbJvjRoVEtkzy3JEn8Hp7EvH0RpObo56sM9W3M7P5tcbJ9MPlSp5P4395wtgTeBOD9ZzyY0rPmWoYLwsNGdN4UBKFE9Z1sWDbSm3VjfWlU24aGhf0Y2jVwpEEt01VUlCYrX82oNYFcjM+klq0FWyb6myyoAJDJZDzrVZ/DM3ow3F/f/nv7uXh6f3Oc/ZcSufueSl3Yr2NLoH4GyqeDvERQIQgVJHYsBOE/rkClZdXJWJYeuYpGJ2FjYca0Pq0Y/7g7FmZVc+9xJ0/FyDWBRCRmU8fOks0T/GnXoGp/HgRdz2D2rktcS9U3EHvKw5UFAz2pa2fJ61tC+OtyCuZyGYuHdGJAx+rpLCoI/ybiKEQQhHKJTs7hw93hBMVlANDGzYGFgzxNPgcjPVfJiNWBXE7Kwdneki0Tu9KmXtWMeL+fUqNl2bF/GojZWJjh4mDFzYx8rC3kLBtZfaW1gvBvIwILQRDKTZIkfg6+xacHoriTrx9mNtS3Me8/40FtO8tKP39arpIRqwK5kpyDi4MV2wL8aelaPUHF3WJScnjv50uE3Myktq0FGq3EmrG+1ZZbIgj/RiLHQhCEcpPJZLzi05i/ZvZkiE9j4J+8hJ+Db1GZ+5CUHAXDVp7lSnIOrg5WbJ/UtUaCCgBneytUGv10VBsLM7YE+IugQhBMROxYCIJQonNxGXywO4zo5FwA/N3rsHCQZ7kDguRsBcNWnSU2NY/6TtZsDeiKu3PFh6NVRkaeipGrA4m8nU1dO0u2BPjjUU/8LBKEsogdC0EQKs23WR1+e+sJZvX3wNpCTuD1DPovOcmXf1ymQKU16jluZxUwdKU+qGhYy4Ydk7rVWFCRnqtk+KqzRN7Oxtneim2TuoqgQhBMTAQWgiCUysJMzuQeLTg0vQe9PVxRayV+OHqNvt8e5+iVlFI/NyGzgCErznI9LY9GtW3YPqkrTeraVtPK75Wao2TYqrNcTvrnKKZ1Bdt9C4JQMhFYCIJglMZ1bFk9xocVo7yp72RNfEYB49ad4/UtwSRlKR74+PiMfIasOMPNjHya1LFlx2vdaFynZoKKlGwFQ1eeITo5FzfHovwO+xpZiyA86kRgIQiC0WQyGf3a1+PwjB5MfNwdM7mMA2FJ9PnmOOv+vo5Gq0+IvJmez9CVZ7l1p4BmdW3Z8VpXQxOu6paUpWDoyrNcS82jgZM1OyZ1o7mLCCoEoapUKLD44YcfaNasGdbW1vj7+xMUFGTqdQmC8BCzszLnw+fbse+Nx+jUuBa5Sg0f/xrJwB//5vew2wxZeYaEzAKaO9ux47Vu1HeqmaAiMbOAISvPEJtWmN/xWjea1VB+hyD8V5Q7sNixYwczZsxg3rx5hISE0LFjR/r160dKSulnrYIgPHraN3Bi15TuLBzkiaO1OeEJ2by+JYTbWQrcne3YPqkrbo7V0yL8frfu5DNk5RlupOfTuI4+v6OmjmIE4b+k3IHFN998Q0BAAOPGjaNdu3YsX74cW1tb1q5dWxXrEwThISeXyxjh35QjM3syqHNDOjWpBUB2gZqz1zMq1fuiovT5HWeJzyigaV1bdkyqufwOQfivKVdgoVKpCA4Opk+fPv88gVxOnz59OHPmTLGfo1Qqyc7OvueXIAiPHhcHKxYP6cTMvq1p7mxHep6Kt7ZdYPTaIK6n5VXbOuLS8hiyQn8U4+5sx45J3WhQQ/kdgvBfVK7AIi0tDa1Wi5ub2z2Pu7m5kZSUVOznLFq0CCcnJ8Ovxo0bV3y1giA89B5v6cLv055gxtOtsTSXc/JqGv2+PcGSw1dRaozrfVFRsam5DF15lsQsBS1c7NgxqSv1nGrmKEYQ/quqvCpk9uzZZGVlGX7Fx8dX9UsKglDDrMzNeKt3K/6c9iRPtHJGpdGx+HA0/b89yd8xaVXymjEp+qAiKVtBK1d7tk/qhmsN5XcIwn9ZuQILZ2dnzMzMSE5Ovufx5ORk6tWrV+znWFlZ4ejoeM8vQRD+G5o527FxvB/fDeuMi4MVsWl5jFgdyLTtF0jNUZrsdaKTcxi68iwpOUo86jmwbVJXXBysTPb8giAYr1yBhaWlJd7e3hw5csTwmE6n48iRI3Tr1s3kixME4d9PJpMxoGMDjszswZhuTZHJYM/FRJ76+hibz95Ap6tccuflpGyGrTxLWq6SdvUd2RrQFWd7EVQIQk0p91HIjBkzWLVqFRs2bCAqKoopU6aQl5fHuHHjqmJ9giA8IhytLfj4RU/2Tn0Mz4aO5Cg0fLgnnMHLThORmFWh54xM1AcV6XkqPBs6sjXAnzomGO8uCELFVWi66ffff8+XX35JUlISnTp1YunSpfj7+xv1uWK6qSAIWp3EpjNxfPVnNLlKDXIZjHvMnelPt8beytyo5whPyGLkmkAy89V0bOTExvH+ONlaVPHKBeG/y9jrtxibLghCjUnOVjB/fyS/XboNQD1Haz56oR392tdDJpOV+Hmh8ZmMWhNItkJD5ya12DDeD0drEVQIQlUSY9MFQXjouTla88PwLqwf50uTOrYkZSuYvDmECRvOE5+RX+znhNy8w8jV+qDCp2ltNoqgQhAeKiKwEAShxvVs48qf05/kzadaYmEm46/LKTy9+Dg/HotBpdEZPu58XAaj1wSRo9Tg516HDeP9cBBBhSA8VMRRiCAID5WYlFw+3BPG2dgMAFq52vPJQE8Axq0/R75KS7fmdVkz1gdbS+PyMQRBqDyRYyEIwr+WJEnsvpDAwt+iSM9TAWAul6HRSTze0plVo32wsTSr4VUKwn+LyLEQBOFfSyaTMbhLI47M7MEwvybIZNCpcS16tHZh9RgRVAjCw0zsWAiC8NCLTc2lUW1bdJKEtYUIKgShJhh7/RYHlIIgPPSau9jX9BIEQTCSOAoRBEEQBMFkRGAhCIIgCILJiMBCEARBEASTEYGFIAiCIAgmIwILQRAEQRBMRgQWgiAIgiCYjAgsBEEQBEEwGRFYCIIgCIJgMiKwEARBEATBZERgIQiCIAiCyYjAQhAEQRAEkxGBhSAIgiAIJiMCC0EQBEEQTKbap5sWTWnPzs6u7pcWBEEQBKGCiq7bRdfxklR7YJGTkwNA48aNq/ulBUEQBEGopJycHJycnEr8c5lUVuhhYjqdjsTERBwcHJDJZIA+CmrcuDHx8fE4OjpW53L+U8T7XPXEe1w9xPtc9cR7XD3+Te+zJEnk5OTQoEED5PKSMymqfcdCLpfTqFGjYv/M0dHxoX9jHwXifa564j2uHuJ9rnriPa4e/5b3ubSdiiIieVMQBEEQBJMRgYUgCIIgCCbzUAQWVlZWzJs3Dysrq5peyiNNvM9VT7zH1UO8z1VPvMfV41F8n6s9eVMQBEEQhEfXQ7FjIQiCIAjCo0EEFoIgCIIgmIwILARBEARBMBkRWAiCIAiCYDIPbWChVCrp1KkTMpmMixcv1vRyHilxcXFMmDABd3d3bGxsaNGiBfPmzUOlUtX00v71fvjhB5o1a4a1tTX+/v4EBQXV9JIeGYsWLcLX1xcHBwdcXV0ZOHAgV65cqellPfI+++wzZDIZ06ZNq+mlPFISEhIYOXIkdevWxcbGBi8vL86fP1/TyzKJhzaweO+992jQoEFNL+ORdPnyZXQ6HStWrCAiIoLFixezfPly5syZU9NL+1fbsWMHM2bMYN68eYSEhNCxY0f69etHSkpKTS/tkXD8+HGmTp3K2bNnOXToEGq1mr59+5KXl1fTS3tknTt3jhUrVtChQ4eaXsoj5c6dOzz22GNYWFjw+++/ExkZyddff03t2rVremmmIT2EDhw4IHl4eEgRERESIF24cKGml/TI++KLLyR3d/eaXsa/mp+fnzR16lTD77VardSgQQNp0aJFNbiqR1dKSooESMePH6/ppTyScnJypFatWkmHDh2SevToIb399ts1vaRHxvvvvy89/vjjNb2MKvPQ7VgkJycTEBDApk2bsLW1renl/GdkZWVRp06dml7Gv5ZKpSI4OJg+ffoYHpPL5fTp04czZ87U4MoeXVlZWQDi320VmTp1Ks8999w9/6YF09i3bx8+Pj688soruLq60rlzZ1atWlXTyzKZhyqwkCSJsWPHMnnyZHx8fGp6Of8ZMTExfPfdd7z22ms1vZR/rbS0NLRaLW5ubvc87ubmRlJSUg2t6tGl0+mYNm0ajz32GJ6enjW9nEfO9u3bCQkJYdGiRTW9lEdSbGwsy5Yto1WrVvzxxx9MmTKFt956iw0bNtT00kyiWgKLWbNmIZPJSv11+fJlvvvuO3Jycpg9e3Z1LOuRY+z7fLeEhASeeeYZXnnlFQICAmpo5YJQPlOnTiU8PJzt27fX9FIeOfHx8bz99tts2bIFa2vrml7OI0mn09GlSxc+/fRTOnfuzKRJkwgICGD58uU1vTSTqJax6TNnzmTs2LGlfkzz5s3566+/OHPmzAM90318fBgxYsQjE81VFWPf5yKJiYn06tWL7t27s3Llyipe3aPN2dkZMzMzkpOT73k8OTmZevXq1dCqHk1vvPEG+/fv58SJEzRq1Kiml/PICQ4OJiUlhS5duhge02q1nDhxgu+//x6lUomZmVkNrvDfr379+rRr1+6ex9q2bcsvv/xSQysyrWoJLFxcXHBxcSnz45YuXconn3xi+H1iYiL9+vVjx44d+Pv7V+USHwnGvs+g36no1asX3t7erFu3Drn8oToV+9extLTE29ubI0eOMHDgQEB/V3LkyBHeeOONml3cI0KSJN588012797NsWPHcHd3r+klPZJ69+5NWFjYPY+NGzcODw8P3n//fRFUmMBjjz32QKl0dHQ0TZs2raEVmVa1BBbGatKkyT2/t7e3B6BFixbizsSEEhIS6NmzJ02bNuWrr74iNTXV8Gfi7rriZsyYwZgxY/Dx8cHPz49vv/2WvLw8xo0bV9NLeyRMnTqVrVu3snfvXhwcHAy5K05OTtjY2NTw6h4dDg4OD+St2NnZUbduXZHPYiLTp0+ne/fufPrpp7z66qsEBQWxcuXKR2bn+KEKLITqcejQIWJiYoiJiXkgYJPEsNsKGzJkCKmpqcydO5ekpCQ6derEwYMHH0joFCpm2bJlAPTs2fOex9etW1fmEaAgPEx8fX3ZvXs3s2fPZv78+bi7u/Ptt98yYsSIml6aSYix6YIgCIIgmIw4WBcEQRAEwWREYCEIgiAIgsmIwEIQBEEQBJMRgYUgCIIgCCYjAgtBEARBEExGBBaCIAiCIJiMCCwEQRAEQTAZEVgIgiAIgmAyIrAQBEEQBMFkRGAhCIIgCILJiMBCEARBEASTEYGFIAiCIAgm83+OleePLViU/wAAAABJRU5ErkJggg==",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots()\n",
    "curvilinear_grid_orthogonal.plot_edges(ax)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Refine/derefine a curvilinear mesh"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Before refinement"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "mk = create_mk_instance_with_curvilinear_grid_from_transfinite_method()\n",
    "curvilinear_grid = mk.curvilineargrid_get()\n",
    "fig, ax = plt.subplots()\n",
    "curvilinear_grid.plot_edges(ax)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Refine by adding two horizontal grid lines for each row within two selected points and plot the results"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "mk.curvilinear_refine(2.299, 4.612, 3.074, 3.684, 2)\n",
    "curvilinear_grid = mk.curvilineargrid_get()\n",
    "fig, ax = plt.subplots()\n",
    "curvilinear_grid.plot_edges(ax)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Derefine by removing the grid lines on the same rows"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "mk.curvilinear_refine(2.299, 4.612, 3.074, 3.684, -2)\n",
    "curvilinear_grid = mk.curvilineargrid_get()\n",
    "fig, ax = plt.subplots()\n",
    "curvilinear_grid.plot_edges(ax)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Make a rectangular grid"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "mk = create_mk_instance_with_a_rectangular_curvilinear_grid()\n",
    "curvilinear_grid = mk.curvilineargrid_get()\n",
    "fig, ax = plt.subplots()\n",
    "curvilinear_grid.plot_edges(ax)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "A rectangular grid can be also generated from a polygon. The polygon must be closed"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [],
   "source": [
    "node_x = np.array([2.5, 5.5, 3.5, 0.5, 2.5], dtype=np.double)\n",
    "node_y = np.array([0.5, 3.0, 5.0, 2.5, 0.5], dtype=np.double)\n",
    "geometry_list = GeometryList(node_x, node_y)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "make_grid_parameters = MakeGridParameters()\n",
    "make_grid_parameters.num_columns = 10\n",
    "make_grid_parameters.num_rows = 10\n",
    "make_grid_parameters.angle = 0.0\n",
    "make_grid_parameters.origin_x = 0.0\n",
    "make_grid_parameters.origin_y = 0.0\n",
    "make_grid_parameters.block_size_x = 0.2\n",
    "make_grid_parameters.block_size_y = 0.2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "mk.curvilinear_compute_rectangular_grid_from_polygon(\n",
    "    make_grid_parameters, geometry_list\n",
    ")\n",
    "curvilinear_grid = mk.curvilineargrid_get()\n",
    "fig, ax = plt.subplots()\n",
    "curvilinear_grid.plot_edges(ax)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Generate a curvilinear grid using the nodes at the polygons's perimeter"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Define the polygon and generate the curvilinear grid"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [],
   "source": [
    "node_x = np.array([2, 4, 6, 7, 8, 8, 8, 8, 7, 5, 3, 2, 2, 2, 2], dtype=np.double)\n",
    "node_y = np.array([1, 1, 1, 1, 1, 1.2, 4, 6, 6, 6, 6, 6, 5, 3, 1], dtype=np.double)\n",
    "geometry_list = GeometryList(node_x, node_y)\n",
    "mk = MeshKernel()\n",
    "mk.curvilinear_compute_transfinite_from_polygon(geometry_list, 0, 4, 7, False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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p6CCPndICnGVhDAwWtGqVXgdaqz0QReANdvCTiuRjp29enkSSRwyLns3M+0KMgMGCVKFsh/AnS1LRllofSkusiMZTODMQ0roc0hhXLIyBwYJUIR87Pdo9wfHepBqzScBdPB1CWUqPBedY6BqDBalib3MANosJw9NzuDzO8d6knoMb2WdBEnkrhJM39Y3BglThsJqxtyk73ruT471JPXKfxbuD05iKJTSuhrSkbIUk2WOhZwwWpBoeO6V8qPI6sLkq2xzczdBazOQBWeyx0DcGC1LN/HjvKXZtk6p47JSA+R4LTt7UNwYLUo003tuG2WQap/pCWpdDBUTeDjnSNc7m4CJm44qFITBYkGpMJkEZlsXtEFLTnqYA7BYTRsNxdI6yObhYzW+FcEVUzxgsSFULj50SqcVhNWNfSxkAhtZixq0QY2CwIFXdlW3gPMcOflKZfOz0NfZZFC1uhRgDgwWpih38lC/vy/ZZHLsyhTkeNyxK3AoxBgYLUp187PRoF4MFqWdDpRs1PgfiqQyOXZnSuhzSgDzHglsh+sZgQaq7a8E8C3bwk1oEQVBCK4+dFqf5S8gYLPSMwYJUt6+5DDazCUPTc7g8HtO6HCogC4+dUvGxW3lXiBEwWJDqnDYz9jSXAgCO8gmAVHTXhnIIAtA5GsXw9KzW5dAaY4+FMTBYUF7Ix05fZ58FqchfYsO2Oj8Afm8VIzlY8BIyfWOwoLyQB2W91TPJRitS1fvYZ1G0lBULboXoGoMF5UV7jRdlLhtmEmmc6g9qXQ4VELnP4mj3BNIZNgcXE3lAFps39Y3BgvLCZBKU0yE8dkpq2l7vh8duQWgmiXOD01qXQ2tIHpDFVVB9Y7CgvOG9IZQPFrMJd27IjvfmdkhRYfOmMTBYUN7IDZzvDk4jyPHepCIeOy1O3AoxBgYLyptqnwObqtwQReDNy5Nal0MF5GA2tJ7qDyE8l9S4GlornLxpDAwWlFd3bZCPnfInS1JPfaAELeUupDMi3uxmaC0WnLxpDAwWlFd3b5L7LCY43ptUdfdG9vAUG3nFgj0W+sZgQXm1rzkAm9mEwdAsrkxwvDepZ2GfBUNrcZB7LJJpERkeNdYtBgvKqxKbBbsapfHenJRIarqjpQxWs4CBqVn0Ts5oXQ6tAfm4KcDpm3rGYEF5N78dwiVrUo/LbsHuxgAATuEsFvYFwYLTN/WLwYLyTu7gf+vyJJL8KYNUxNBaXCwmASZB+n08zT4LvWKwoLxrr/Ei4LIhlkjjdH9I63KogCwMrTyCWPgEQVC2Q7hioV8MFpR3JpOAA5zCSXnQXuNFuVsKrSf7eCdNMeCQLP1jsKA1IR8NPMIGTlKRySRwdHyR4Vhv/WOwoDUhB4tzV0MIzXC8N6mH472LCy8i0z8GC1oTNT4nNlS6keF4b1KZfCfNe4NhTETjGldD+Ta/YsFgoVcFFyyePtKD54/141fvjeCdnkl0jkYwHonzNIIOcFIi5UOFx472Gi8A4Ci32goeeyz0z6J1AWr71itdS/6Zx25BqcuG0hIr/CU2BFw2+EusKC2xKa8vLbFlX5Z+77Ca17D6wnZwYwWeeaMXRzql8d6CIGhdEhWIuzeV48JwGEe6xvHRHeu0LofyiBeR6V/BBYuP3F6LaDyF4EwCwZkkgjMJTM8mIYpAJJ5CJJ5C/9TyP57TapYCh0sKHP4SazaQSEFk4e/lgOKymfmkuYh9LQFYzQIGQ9KkxOZyl9YlUYF438YKfPe1HuVOGv73V7jmLyJj86ZeFVywOPwHt6HElvvXSmdETM9KISM0k8BULPf3oZmEFESyr5cDSTojYjaZxux0GkPTc8uuwWY2KSshC4NIwCW/Tvq9P7s6EiixweOwwGQq7H8M5fHeb/dM4fWucQYLUs2uplI4rWaMR+K4OBxBe61X65IoT+zZVWTOsdCvggsWizGbBARc0tbHcomiiEg8hVAsials8LhhEIlJr4unMkikMxiLxDEWWX4jmUlAzsrHDYNI9vd+pxUWs7HaZO7eWIG3e6ZwpHMCf7S/SetyqEDYLWbsX1+G33aM4UjXOINFAZObN3lXiH4VRbC4FYIgwOuwwuuwoqGsZNnvN5tIS0EklkBoRgolUiCRXg5e8/tgLIFYIo2MCEzFpD8Dln8LqNdhUbZpSq/pF7m2j0T+vdz8pIWDGyvwNy9fwts90nhvq8GCEenX3RvL8duOMbzeNY7Pvm+91uVQnsxP3uRWiF4xWKjMaTNjnc2JdX7nst8nnkpjOhtCgtkVESmQSCshyu+zQSQ4k8T0bBIAEJ5LITyXQt8KbncssZlzGlTlULJUEAm4bHBa1ekb2VLrRWmJFcGZJM4MhLCnKbDqj0kEzM+zOH4liJlE6rotUSoMPG6qf/wvTwfsFjMqvWZUeh3Lfp9UOpPtG0levyIyk0BI2aZJKG8TnEkinRExk0hjJjGLwdDssj+fzWJa9NTMwj6Sa3tKvA7LdWFEHu/983eH8XrnOIMFqaal3IV1ficGQ7N4p2cK97RWal0S5YG84spTIfrFYGFQFrMJZW47ytz2Zb9PJpPtG7nR1kxO74gURhKpDBKpDEbDcYyGl983YjYJykrIwlASmZNWW/7p1CAqPHZAECDHD0EABAiQ84iQfZ30ewHZ/2Xf9pr3y74vFr5P9jfXfhwh5+PIbwHl9de+37U1zP/Z9bUv/DhY8nMu9ne85n0XfPxra4fy59d8zkVqmH/7az/n0rVf+zVcqga57Ov+3ku8H3K+lot8na+pYWFtN6xdECAIAg5uqsDzx/rxWuc4g0WB4oqF/jFYFBGTSYDPaYXPaUVj2fJOZIiidDLmRj0iwUVCyUwijXRGxEQ0gYno4iO8B0Oz+MufnFfzr0gEAPjBm7342dkhlNjNcNkscNmlX267GSU2C9x2C1w5v7fAZTNn3y77/8r7mTXtS6JcvCtE/xgs6IYEQUCJzYISmwV1pct/v3gqLTWvxuQTNclsIJGCyHPv9GE2mcEdLQH4ndJpHREiRBEQsx9DFKXXyr8XIQUd+bXZ3+a8fv5txfk/z7688ONAed9rP6eY8/nF+UKu+ZzZ97tJDUvVjmveT7zm/RbWPv8xxUVryK1tGV8v+fMtUruIxWu/9uu1VO16IQKYjCUwufw+6BuymoVFA0mJzawEkxK7Ge4FYeTacCL/3m23wGE1cdbGLeKKhf4xWFBe2C1mVHnNqFqib6R7LIrXOsfxwLZa/OEdjWtcHeWbKC4e2BYLRcASYWaR98O1wQvXh6IH/8frGA3H8bcfux2NZS7E4inMJFKIxtOIxVOIJVLS/+e8LP0+Gk9hJjH/+rnsrIRkWpqFIzdNr5ZJgBI0Suzm60OKTVpdWSqcyMFFfj+XrfDn4Mh4CZn+MViQJtprvXitcxwXh8Nal0J5sLCHJPuaNfvcW2p9GA2PIZZIY1fjCpbZFpFKZxBLpDGTDSPReBoz2QCyMJDE5DCy4PfRbKBR3ib7ZwCQWTAJWC0lNvMigcSMErvl+pWUBVs/C0PN/NuadTsjh3eF6B+DBWmiLXtpFIMFqa212oPfdoyhQ4XvLYvZBJ/TBJ/TqkJlUgP1bDJ3dSR67YqKvJqirKwsHVxi8RQy2dUb6bRXGhNRVUqFzWJStn6U1ZUFqyrzPSnXhJTrelmk97Nb1Nn+ke8KYY+FfjFYkCbaazwAgEsjEaQzIsxFsoxL+deq49BqMgnKk7EaZ1ZEUUQ8lVHCyHxIyQ0ncoC5fgvo2hCTViZaJlIZTKUSmFKpT8Ui/92zIUQOINdu78z3ouT2ssjBZS47GIsrFvrFYEGaaCpzwW4xYSaRRt9kDC0Vbq1LogLRVj0fWjMZsaB7DwRBgMNqhsNqRplK/wklUhklnCgrKvH5YLJov0piqdWWNGazQSCVUbdP5dWOMdz7315Fjc+Jap8DtT4Hqn1O1Pgc2Zed8Dqvn6VD+cdgQZqwmE3YXO3Bu1encXE4wmBBqmkud8FmMSGWSONqcHZFI/lJ2gKxWaQhd2qQhvItvqKiBJgFwSV32+f6oBLN9qWkReDyeAyXx5deUnFazUrQkMNGtc+REz78JVaGD5UxWJBm2qq92WARxgPbarQuhwqExWzCpio33hsM4+JImMFCY2aTAI/DCo9DnT6V/31iAP/nP76Lfc0BPHbvRgxPz2EkPIfh6VkMh+aUl6diCcwm0+iZiKFnYunwYbeYcoLGfPCQVj9qfA4EXDaGjxVgsCDNtGX7LPS4F07G1lrtxXuDYXQMR/ChLdVal0MqSmW7VT0OK+7cUL7k280l0xiZloPGrPT/03MYCkkvj0zPYSIq3UjdOzmD3hvct2SzmFDtdSy65SKFDyfKXLaC3nZbCQYL0gxPhlC+tGb7LDpG+L1VaJLZ5lKb5cZP4g6rGU3lLjSVLz1lOJ5KY3Q6juHp2eyqhxw+5l+eiMaRSGXQPzWD/qmlw4fVLKDKOx80rg0eNT4Hytz2omhUX1WwePLJJ/HEE0/gsccew7e+9S2VSqJi0VYrBYuh6TmEZhKq7ekSMbQWrmRaWrGwmFY/Z8NuMaOhrOSG22XSPUlzC4KHtPoxHJrDcFh6eSwSRzIt4mpwFleDswCCi34si0kKH/OBI3fLpcbnRIXH+OHjloPF8ePH8d3vfhfbtm1Tsx4qIl6HFXWlTlwNzuLicAT715dpXRIVCHnFom9qBrF4Ci47F2cLRSq7YmFdowFeNosJ9YES1AeWDh/JdAZjkbgSOuQtmOEFL4+G55DKiBgM3fhmabNJQKXHvmizqbzyUemx63aAGXCLwSIajeKRRx7B9773PXz9619XuyYqIm013mywCDNYkGrK3HZUeuwYi8TRORrBjobVTeAk/UgqwUI/P9VbzSas8zuxzu9c8m1S6QzGo/Hc4BGaza56ZH+F55DOiNlQMofTCC36sUwCUOGxX7flUurSx6rvLQWLQ4cO4YEHHsAHPvCBmwaLeDyOeHz+qu1wmEuTNK+txotfXxjFBS5Zk8paa7wYi4yjY4TBopAoWyE6ChbLYTGbskFg6fAh3Qgdz91ymc7dghkNzyGZFjEajmM0HMeZgTX8SyzTioPFCy+8gFOnTuH48ePLevvDhw/jq1/96ooLo+LQzpMhlCdt1R4c6RxXZbQ36UdyjbdC1pI524NR5XUA9f5F3yaTETERi8+feJmew9C0dMrlanAWJ/sW7+9YSysKFgMDA3jsscfw61//Gg7H4rdWXuuJJ57AF7/4ReXlcDiM+vr6lVVJBUtususajSKZzhTkPxakjVYltEY0roTUJB83LdZ/K0wmAZUeByo9Dmyry/2zmUQK7X/1sjaFLbCiYHHy5EmMjY1h586dyuvS6TSOHDmCb3/724jH4zCbzTnvY7fbYbfb1amWCk59aQlcNjNiiTR6xmPYnG26I1qt1ursyZCRMERR5ICjAiGvWFgMfnKikK0oWNx77704d+5czus+/elPo7W1FX/xF39xXagguhmTSUBrjRcn+4K4OBxmsCDVrK9ww2oWEJlLYWh67oaNdWQchbwVUihWFCw8Hg+2bt2a8zqXy4WysrLrXk+0XO0LgsVHd6zTuhwqEDaLCesr3OgYiaBjOMxgUSBSaXkrhCsWesXIR5qT+yx4MoTUJn9vdYywz6JQJNPF3WNhBKueGvPqq6+qUAYVszY22VGeyIOyeOqocCg9FgwWusVHhjS3udoDQQAmonGMRea0LocKSCtHexecVEZ/A7IoF4MFaa7EZkFzmXRREFctSE1t2RWLKxMxzCXTGldDakikuBWid3xkSBd4aRTlQ4XHjjKXDRlRmpVCxievWPC4qX4xWJAutHECJ+WBIAjzg7J4hXpBSLF5U/f4yJAucMWC8kUelNXBbbaCkOAcC93jI0O60F4r/eN/eZx74aQungwpLCnlVAi3QvSKwYJ0odrrgL/EinRGRPcY98JJPfOzLKTR3mRs8hwLG1csdIuPDOmCIAhoq+agLFLfhko3zCYBwZkkxiJxrcuhVUpyxUL3GCxIN9hnQfngsJrRUi4fZ+b3ltHJt5taTHz60is+MqQb8smQC0P8x5/U1crR3gVDXrGwWbhioVcMFqQbC1csuBdOapIbODu4YmF48nFTrljoFx8Z0o2NVW5YTALC2WuuidTC+2gKB69N1z8+MqQbdosZ6yvcAICL3A4hFcmzLC6PRxFP8Tizkc0HC26F6BWDBemKPM+CTXakphqfA16HBamMiMtjMa3LoVVQtkK4YqFbfGRIV9o4fpnyQBCEnHkWZFwJrljoHoMF6cp8Ayf3wkldbTwZUhDk46bssdAvPjKkK/I//r2TMcTiKY2roULC0d7Gl8mISCtzLLhioVcMFqQr5W47Kjx2iCJ/siR1tXI1zPCS2SvTAcBq4dOXXvGRId3hBE7Kh01VbggCMBGNY5yjvQ1JbtwEACvnWOgWHxnSnfmZAwwWpJ4SmwVNZdJo70tcDTOknGDB5k3dYrAg3WnnigXliRxaeTLEmOQTIQBgZo+FbjFYkO60L+jez2Q42pvUIw/KYp+FMaUy80dNBYHBQq8YLEh3mstdsFlMmEmk0T81o3U5VEB4MsTYkikeNTUCPjqkOxazCZur+ARA6pMbg7vHospoaDIO+VQIj5rqG4MF6RIbOCkf1vmdcNstSKQzuDLB0d5GIzdvcsVC3/jokC7JP1le4F44qchkErgdYmC82dQY+OiQLnGWBeVLq3IyhKHVaORgYeFRU11jsCBdast27w+GZjE9k9S4Giok8ydDGFqNRr4nxMYVC13jo0O65CuxYp3fCYA3nZK6lFkW3GYznGSKKxZGwGBBusXtEMqHTdkTRyPhOQRjCY2roZVIKheQ8alLz/jokG6182QI5YHHYUV9QFoNY5+FscgrFryATN/46JButfE2SsoTuYeHo72NRZm8yTkWusZgQbolB4tLoxGkOMyIVCRfoc4+C2NJZudYsMdC3xgsSLcaAiVw2cxIpDjMiNTVJs+y4IqFoXCOhTHw0SHdMpkEbM4+AVxgnwWpSF6xuDQSQZoX3RkGJ28aAx8d0rX5CZwMFqSehkAJnFYz4qkMeie5GmYUyQW3m5J+MViQrrXXsoGT1Gc2CdhUzXkWRjM/x4JPXXrGR4d0jbMsKF/aldHe/N4yCnnyJk+F6BuDBelaa7UHggCMR+KYiMa1LocKCEd7G0+CzZuGwEeHdK3EZkFTmQsAnwBIXfO3nHIrxChSynFTPnXpGR8d0r02TuCkPGhdcNFdeI4X3RlBKs3mTSNgsCDda6tmAyepz1diRa3PAUA6dkr6l+BxU0Pgo0O6xwZOypc2ZQInv7eMQF6x4ORNfWOwIN1ryx457R6LIp5Ka1wNFZJWeZuNKxaGIJ8KsXHFQtf46JDu1foc8DmtSGVEdI1GtS6HCghPhhiLfCqE16brGx8d0j1BENjASXkhf19dGokgw9HeusetEGNgsCBD4BXqlA9NZS7YLCbMJNIYCM5oXQ7dhHy7KbdC9I2PDhkCGzgpHyxmEzZVuQEwtBpBkisWhsBgQYbQLgeLkTBEkUvWpB75ODNHe+sfbzc1Bj46ZAgbKt0wmwSEZpIYCc9pXQ4VkFblyClXLPQuyQFZhsBgQYbgsJqxvoKjvUl9bfJob65Y6F4y22DLUyH6xkeHDEPus7gwxCcAUs/mbLDom5xBLJ7SuBq6EfnadKuFT116xkeHDKOdJ0MoD8rcdlR67ACAS6P83tKzVCYbLHhtuq4xWJBh8GQI5Qv7LIwhydtNDYGPDhmGHCyuTMYwk+CSNalHHpTFkyH6xuZNY2CwIMOo8NhR7rZDFHkbJamrjaO9DYHHTY1hRY/OU089hW3btsHr9cLr9WL//v146aWX8lUb0XXmR3szWJB65MvIOoYjnJOiY0m5x4LBQtdW9OjU1dXhySefxMmTJ3HixAn8zu/8Dj7ykY/g/Pnz+aqPKEc7+ywoD1rK3bCaBUTiKQyGZrUuh5bAyZvGsKJg8dBDD+F3f/d3sXHjRmzatAnf+MY34Ha78fbbb+erPqIcbOCkfLBZTFhfIY32ZgOnfilbIZxjoWu3/Oik02m88MILiMVi2L9//5JvF4/HEQ6Hc34R3aqFwYK3UZKa5O8tNnDql9K8aeGKhZ6tOFicO3cObrcbdrsdn/3sZ/Hiiy+ivb19ybc/fPgwfD6f8qu+vn5VBVNxa6mQbqOM8TZKUpnSv8PGYN1SjptyxULXVvzobN68GWfOnME777yDP/3TP8Wjjz6KCxcuLPn2TzzxBKanp5VfAwMDqyqYips15zZK/mRJ6mnlyRDdS/G4qSGsOFjYbDZs2LABu3btwuHDh3H77bfjv//3/77k29vtduUUifyLaDXko4EXuBdOKpJPhvROxDCbSGtcDS0myeOmhrDqRyeTySAej6tRC9GysIGT8qHCbUeZy4aMCHSNMbTqkXzclKdC9M2ykjd+4okncP/996OhoQGRSATPPfccXn31Vbz88sv5qo/oOgwWlA+CIKC1xoM3uifRMRzBtjq/1iXRAumMCHnEiI0rFrq2omAxNjaGP/qjP8Lw8DB8Ph+2bduGl19+GR/84AfzVR/RdeRZFleDswjPJeF1WDWuiApFW7UXb3RP8gp1HZJPhAC8K0TvVhQsvv/97+erDqJl85VYUetzYGh6Dh3DEextDmhdEhWIVq6G6VZOsODtprrG2EeG1F7LJwBSX2u1fBkZR3vrjdy4CbB5U+/46JAhyX0WF4YYLEg9GyrdMJsEhGaSGA2zKV1P5KOmJgEwc8VC1xgsyJCUBk7uhZOKHFYzWspdAPi9pTfJ7KRd9lfoHx8hMiQ5WFwaiSg/yRCpQe6z4J0h+pJMSf+d80SI/vERIkNqDJSgxGZGPJVB72RM63KogMijvXlniL6kOMPCMBgsyJBMJgGbs412nMBJamrjaG9d4tRN4+AjRIbFQVmUD/Jo78vjMcRTHO2tF8rNpmzc1D0GCzIsBgvKh2qvAz6nFemMiO6xqNblUJZysylXLHSPjxAZVjuDBeWBIAjz8yy4zaYbSd5sahgMFmRYrdUeCAIwGo5jMsqZA6QeeTWMDZz6kWKPhWHwESLDctktaAyUAAAu8idLUpF8MoTfV/rBm02Ng8GCDI19FpQPrdVcsdAbeY4FVyz0j48QGRqDBeXDpippm20imsB4hNtsepDKTt60mvi0pXd8hMjQlDtDGCxIRU6bGc1l0mhvrlrog9K8aeFWiN4VXLA40jmO6Zmk1mXQGmlTZg5EkUhxtDepR55nwZMh+qAcN+WKhe5ZtC5AbZ/94SkAwMZKN3Y1lmJnYyl2NZaipdwFQWDSLTTr/E54HRaE51LoHosq16kTrVZbtRe/PDfCy8h0IsXjpoZRcMGiqawEvZMz6BqLomssiheODwAA/CVW7GyQQsbOhlLcXu9Dia3g/vpFRxAEtNV48c6VKVwcDjNYkGpalf4drljowfwcC65Y6F3BPbP+8rG7MZtI43R/CCf7gzjZF8TZgRBCM0n8tmMMv+0YAwCYTQLaa7w5qxq1PgdXNQxoYbAgUos8JKt7LIJkOsMnNI1x8qZxFFywAIAytx0faK/CB9qrAACJVAYXh8M42ReUwkZvECPhOZwbnMa5wWk8+2YvAGmU78Kg0V7jhc3Cb2K9a2cDJ+VBXakTbrsF0XgKPeMx5dI70oZ8uym3QvSvIIPFtWwWE26v9+P2ej8+g2YAwFBoVgoafUGc6g/i/FAYI+E5/OLcMH5xbhgAYLeYsK3OJwWNBilwlLvtWv5VaBELj5yKoshVJ1KFPNr7RF8QHSNhBguNKbebsnlT94oiWCym1u9Erd+Jh26vBQDMJtJ496q0fXIqGziCM0kc7w3ieG9Qeb+mshJlRWNXYyk2Vnpg5m17mtpY5YbZJCA4k8RoOI5qn0PrkqhAtNZIweLicAQf2a51NcVN7rHg5E39K9pgcS2nzYx9LWXY11IGABBFEVcmYsqKxsm+IDpHo+idnEHv5Az++dQgAMBjt2B7g18JGtvr/fA4rFr+VYqOw2pGS7kLXWNRXBwOM1iQajiATT/YvGkcDBZLEAQBLRVutFS48fDuegDA9EwSpweyKxr9QZzpDyEST+H1rgm83jWRfT9gc5VH2T7Z1ViKxrISLs/nWVuNF11jUVwYDuOe1kqty6ECwdHe+jF/CRn/LdU7BosV8JVY8f7NlXj/ZumJK50RcWkkkrN90j81g46RCDpGInjunX4AQJnLlrN9cts6HxxWs5Z/lYLTVuPFT88O8SdLUpXcVzEajmMqlkDAZdO4ouLFUyHGwWCxCmaTgPZaL9prvfjDOxoBAGOROZzqCynbJ+euTmMylsCvL4zi1xdGAUiJe0utTwkauxpLUeXl8v1qyPMrGCxITW67BQ2BkuwPDGHcub5c65KKFrdCjIPBQmWVHgc+vLUaH95aDQCIp9J4bzCsrGic7A9iPBLHmYEQzgyE8P2jVwBIEySl7RM/djUG0Frj4X9AKyCP9r4yEcNsIg2njStCpI7Wao8ULIYjDBYaUo6bslle9xgs8sxuMSurEn8CqSn0anBWWdE42RfExeEwBkOzGAzN4mdnhwAATqsZt9fPr2rsqC9FKZdhl1TpcaDcbcNENIFLoxFsr/drXRIViNYaL/7lwij7LDSmHDflbCHdY7BYY4IgoD5QgvpACT6yfR0AIBZP4exASFnRONUXRHguhbd7pvB2z5TyvusrXDnbJy3lbpiY3hVtNV683jWBi8NhBgtSTXt2NYyjvbWlHDflv3m6x2ChAy67BXduKMedG6Rl1kxGxOXxqLKicbI/iJ7xGC5nf/3oxFUAgNdhyTl9cnu9Hy578T6kC4MFkVrkkyGdoxGk0hk2D2pk/lQIv/56V7zPQjpmMgnYWOXBxioP/t3eBgDAVCyB0/3zMzXODIQQnkvh1UvjePXSuPR+gvTkKq9o7GwoRV2ps2iOurYpP1kyWJB6GgIlcFrNmE2m0Ts5gw2Vbq1LKkoJNm8aBoOFQQRcNtzbVoV726T7T5LpDDqGIzjZN4WT/SGc6gtiMDSL80NhnB8K4x/e6gMAVHrs80GjsRRbar2wWwqzsVEeZtQxHOFob1KNySRgc7UHZwZC6BgJM1hoJMXJm4bBYGFQVrMJt9X5cFudD586IL1ueHoWp/rmezUuDE1jLBLHS++N4KX3RgBI96bcts6nrGjsaixFhacw7j9ZX+GGzWxCJJ7C1eAs6gMlWpdEBaKtJhsshiN4cJvW1RSnVIYDsoyCwaKA1PiceGCbEw9sqwEAzCXTODc4PX/ZWl8Qk7GE8rKsIVAyf6trQyk2Vxvz/hOr2YSNVW6cHwrjwnCYwYJUI/dZcJtNO4kUt0KMgsGigDmsZuxpCmBPUwCAdNS1b3Im5/TJpdEI+qdm0D81gxdPS/efuGxm7GiYvz5+e70fPqcx7j9pq/Hi/FAYF4fD+NCWaq3LoQKhbLON8GSIVuQVCwtvN9U9BosiIggCmspdaCp34Q921QEAwnNJnOkPKZetne4PIRpP4Wj3BI52z99/sqnSg52NfmX7pLncpcseBl4aRfkgj/YeDM1iejZpmKBdSOQeC5tFf//uUC4GiyLndVhxcFMFDm6qACDdf9I1FsnZPumdnMGl0QgujUbw/LEBAFIz6c4Gv7J9sq3Or4tpl/LJkAsMFqQin9OKdX4nBkOzuDQSwd7mgNYlFZ1EmisWRsFgQTnMJgGt1V60VnvxyD7p/pOJaFy50fVUXxBnr05jKpbAKxfH8MrFMQDS0Jottd6cy9ZqfM41r789u2IxMDWLyFySV9iTalqrPRgMzaJjJMxgoQGeCjEOBgu6qXK3HfdtqcZ92Z6FRCqD80PTyvbJyb4gRsNxnL06jbNXp/HMG70AgFqfAzsWDPBqr/XmvfHKX2JDjc+B4ek5dIxElP4SotVqrfHgNx1jnMCpEXnypo3Nm7rHYEErZrOYsKOhFDsaSgFITaGDoVmcys7TONkXxIXhMIam5zD07jB+8e4wAMBhNWFbnV9a0cg2h+bjGuq2Gi+Gp+dwcTjMYEGqYf+OtnhtunEwWNCqCYKAutIS1JWW4N/cXgsAmEmkcHZgOueytenZJI5dmcKxK/P3n7SUu3K2TzZUrP7+k7YaD37bMcYnAFKVfOT00kgEmYzIe3rWmHy7Ke8K0T8GC8qLEpsF+9eXYf/6MgDS/Sc9E7Gc6+O7x6LomYihZyKGfzwp3X/icViwo2F++2R7gx/uFd5/0l7jAwBc4JI1qaiprAR2iwmzyTT6p2bQVO7SuqSiIq9Y2Hi7qe4xWNCaMJkEbKh0Y0OlGx/bUw8ACM0kcLo/lHP/SWQuhSOd4zjSOX//yeZqL3Y1ylsoAdQHbnz/iXwy5NJIGOmMaMhhX6Q/FrMJm6o8ODc4jY6RMIPFGuPtpsbBYEGa8ZfYcE9rJe5prQQgdX13jERytk+uBmdxcVgaePXDt/sBSM2kStBoLMWWWh8c1vmjro1lrgWXRsWwvoJ3O5A6WqulYHFxOIIPb63RupyiwttNjYPBgnTDYjZh6zoftq7z4Y/2NwEARsNzOdsn7w1OYyIax8vnR/Hy+VEAUpf4lnVeZftkV2OpcmnUhaEwgwWpppUNnJpJ8nZTw2CwIF2r8jpw/201uP+2+ftP3hvMPeo6EZW2VE73h/D3R68AkMaSA8Dzx/rhL7Fic7UHFW67LqeFknHI22wc7b22RFGcH+nNORa6x2BBhuKwmrG7KYDdC+4/GZiaxcn+qez2SQiXRsKIJdJw28148/Ik3rw8CUCaFtpa7cHmag/aqr3YXO3BpiqPLiaGkjHIJ0P6p2YQjadW3FhMt0Zu3AS4YmEE/K+CDE0QBDSUlaChrAS/t0O6/yQyl8SLpwbxVz89D6tZQJ3fib6pGUzFEjlBQ3p/oKnMhc1VHrTWeLLBw4uGQAmbPuk6AZcNVV47RsNxXBqJYFdjqdYlFQX5qCnAa9ONgMGCCo7HYcW/29uAr//yIhKpDP6/T+9Fjc+BrtEoLo6EcWkkgo7s/09EE7gyEcOViRh+dX5E+RhOqxmbqtxoza5stFZ70FrjzctALzKW1movRsPj6BgJM1iskYUrFrwrRP8YLKgg2Swm3LbOh5N9QZzuD6J5Zx1uq/PhtjpfztuNR+JK0OgYieDSSASdoxHMJtPKiPKFKjx2KWRUe5TQsaHSnXMqhQpba40Hr3WOo4NzUtaM3LgJcMXCCBgsqGDtqPdng0UIv7+zbtG3qfDYUeGx466N5crr0hkRvZMxKXAMS4GjYySC/qkZjEfiGI/E8XrXhPL2ZpOA5nJXtndD2kpprfZgnd/J6YwFqK2aJ0PWWkq52VRgA7YBMFhQwdre4AcAnBkIrej9zCYB6yvcWF/hxu/eNj+rIBZPoXM0oqxsXBwO49JoBKGZJLrHougeiyr3ogCA226RtlNqpKCxuUpa5fCV8MZVI5PvDOkYiUAURT7RrQEeNTUWBgsqWPIlaReHw5hLple9XeGyW3IuXwOkUyljkbgUMrIrGx0jEVweiyIaT0kXs/WHcj5Ojc+hNIlKvRsetJS7OarYIFoqXLCaBUTjKVwNzqI+UKJ1SQUvySvTDYXBggpWrc+BCo8d45E43hucVo6oqkkQBFR5HajyOvD+zZXK65PpDK5MxKSgsSB0DIZmMTw9h+HpOfzrpXHl7a1maZVk8zXHYWt8Dv5ErDNWswkbKj24mN0mY7DIP3mGBVcsjIHBggqWIAjYUe/Hv1wYxen+UF6CxVKs2XslNlV5lBtfASA8l0TnSAQXRyK4JJ9QGY4gEk8pqx0LeR2W+ZMp2eOwm6o88Di4naKltupssBgO44PtVVqXU/ASKXkrhCHbCBgsqKDtaCiVgsVAUOtSAABehzVnwBcgbacMTc/lNIpeGgmjZzyG8FwKx3qncKx3Kufj1JU60ZrdStlc7UFbjQdNZS5Y+BPdmmit8QCngYsjbOBcC8rUTR41NQQGCypo2+v9AIAz1/Q56IkgCFjnd2Kd34l72+Z/+o2n0rg8FsOl0TA6huebRkfCc7ganMXV4CxeuTiqvL3NYsLGSvf83I1s8KjwcJS52pQGTh45XROpbI8F+5CMYUXB4vDhw/jnf/5ndHR0wOl04s4778Q3v/lNbN68OV/1Ea3KtjofTAIwND2H0fAcqrwOrUtaNrvFjPZaL9prvcCO+deHZhLzvRsLTqnMJNI4PxTG+aHcn6JLS6zKdkpbjdQ0uqnKjRIbf664VfJo7yuTMcwm0hwLn2cJXpluKCv6l+W1117DoUOHsGfPHqRSKXzpS1/CfffdhwsXLsDlcuWrRqJb5rJbsKnKg46RCE73h/DhrdVal7Rq/hIb7mgpwx0tZcrrMhlRumI+27dxaSSCiyNh9E7EEJxJ4q2eSbzVkzvKvDFQkl3d8CqTRTnKfHkqPHaUu22YiCbQORrB7dmVMcoPZY4Ft/oMYUXB4le/+lXOy88++ywqKytx8uRJHDx4UNXCiNSyo6FUChYDwYIIFosxmebvTPnQlvm/41wyja7RqDLCXO7hmIjG0Ts5g97JGeX6eQBwWKWmU/k4bFu2h6PMbdfir6VrrdVeHO2eQMdImMEiz+TjpjY2bxrCqtZCp6elcceBwNLd9vF4HPF4XHk5HGazE62tHfV+PH+sX9d9FvnisJoXHWU+EY3PB43slsqlkQjmkhm8e3Ua714zyrzcbZe2Uao8ysCvYh9l3lrtwdHuCVxkn0XeJbliYSi3HCwymQy+8IUv4MCBA9i6deuSb3f48GF89atfvdVPQ7RqO7ITON+9Oo1UOsN/nCAFhfINdhzYkDvKvG8ylnMyRR5lPhGN4/Wu3FHmJgFoLnddczrFWzSjzFtrONp7rci3m7LHwhhuOVgcOnQI7733Ho4ePXrDt3viiSfwxS9+UXk5HA6jvr7+Vj8t0Yqtr3DDY7cgEk/h0mgEW2p9N3+nImQ2CWipcKNliVHm81sp0rZKcCaJy+MxXB6P4Rfn5keZu2xmbFrYu1FdmKPM22o8ADjaey0keSrEUG4pWPyn//Sf8POf/xxHjhxBXd3ilzvJ7HY77Hbuz5J2TCYBt9f7cbR7AmcGQgwWK3SjUebKykb2OGz3WBSxRBqn+0M4fc3WU7XXgdaa3Mmi6yuMO8p8Q6UbZpOA6dkkRsJzqPE5tS6pYCUXXEJG+reiYCGKIj73uc/hxRdfxKuvvorm5uZ81UWkqh0NUrA43R/CI/satS7H8BaOMn/fpgrl9cl0Br3yKPPsysbFYWmU+Uh4DiPhOby6YJS5xTQ/ylyeLLq52otaA4wyt1vMWF/hQudoFB3DEQaLPJJPhXCktzGsKFgcOnQIzz33HH7yk5/A4/FgZGQEAODz+eB08j8q0i9lUNYKbzqllbGaTdhY5cHGKg8eWjDKPDKXROeoFDIuZUNHx0gEkTlpe+rSaAQ/PTv/cTwOi7KFIs/f0OMo89ZqLzpHo7g4EsY9rZU3fwe6Jbzd1FhWFCyeeuopAMD73//+nNc/88wz+NSnPqVWTUSqk4NF91gU07NJ+Jz6eoIqdB6HFbsaA9jVmDvKfHh6TgkZHdnQcXk8ishcCsd7gzjemzuKfZ3fmR3yNd/D0Vyu3Sjz1hoPfnoWPBmSZ7zd1FhWvBVCZERlbjsay0rQNzmDswMhHFywfE/aEAQBtX4nav1O/E7r/CjzRCqDy+NRZciXfFHbSHgOg6FZDIZm8crFMeXtbWYTNlS6lSvo5evoK9dglHlbtTzamydD8inJrRBD4UxfKhrb6/3om5zBGQYLXbNZTGir8aKtxouPYp3y+tBMImfIV8dIGJ0jEcQSaVwYDuPCcBg4Pf9xSkusOSsb8pX0ao4yl+8M6ZmIYS6ZLuq5HvmUSvN2UyNhsKCisaPej5+cGcLpfn3cdEor4y+xYV9LGfZdM8p8MDSLi8PhnOOwV7KjzN/umcLbPfM3wwoC0BAoUZpE5eOwjWWuWxplXuW1w19iRWgmie6xKLau44mjfEjydlNDYbCgorE9e1zyzECIcwcKhMkkoD5QgvpACe67ZpR591j0usvaxiNx9E3OoG+JUeabq+YHfW2u9qD8JqPMBUFAa7UHb/dMoWMkwmCRJ2zeNBYGCyoa7TVe2CwmBGeS6JucQVM5L84rVA6rGVvX+a57op/MjjK/uGCyaOfojUeZy6sa8rbKxqrcUeat1V4pWLDPIm+4FWIsDBZUNGwWE7bUenG6P4QzAyEGiyJU5rbjzg123HnNKPP+qRl0DIdz5m/0ZUeZH+2O42h37ijzpnKXMuQrnV2mv8BgkTds3jQWBgsqKjvqS7NTIYP46I51N38HKnhmk4Dmcheay124f8Eo85lECp2jUVwaCefM3wjOJNEzHkPPNaPMj12ZwmeeOYZ9LWXY0xzAbet8fCJUCY+bGguDBRWVHQ1+4A3gNAdl0U2U2CzYXu9XZqAA0pH78ewoc3n+xsWhaXSORpHKiPjtpXH8NjtZ1GE1YWdDKfY0BbC3OYAdDX5VT6QUE07eNBZ+l1NRkZ8kLgyFeTyQVkwQBFR6Haj0OnKOLP/e372B0wMhPLStBnOpDE70TiE4k8Sblyfx5uVJANL48q3rfNjbHMDepgB2N5XCX2LT6q9iKEn2WBgKgwUVlbpSJ8rddkxE4zg/NJ0zCZLoVu1tDuD0QAhuhwX/4/e3IZMR0T0exbErUzjeO4VjV6YwPD2HMwNSf8/TR3oAAJurPNjTXIq9zWXY2xRAtc+h8d9En3jc1FgYLKioCIKA7fV+vHJxFKf7QwwWpIrdTQF890iPMoLcZBKwqUq63+STdzRCFEVcDc4qIeNY7xR6xmPKPSk/fLsfAFAfcGJvUxn2NktbKM3lLh6LBk+FGA2DBRWdHQ3ZYME+C1LJ7kZpRkr3WBRTsQQCrtwtDkGYn7fx+zvrAAAT0ThO9E7hneyqxoWhMAamZjEwdRX/dOoqAOm4qxwy9jQF0FbjvaVBXkbHORbGwmBBRWdHgx8AcKY/pGkdVDhKXTZsrHSjayyKE71TOcO6llLutuPDW2vw4a3SSZTIXBIn+4I43juF41eCODMQwkQ0jl+eG8Evz0k3SXvsFuxqkoLGvuYAbqvzwW4p/D4h+bipVpfN0cowWFDR2VbnhyAAg6FZjIXnUOnlvjat3u6mgBQs+oLLChbX8jiseP/mSrx/s3T9+lwyjXevTuN4dlXjVF8QkXgKr14ax6vZkyd2iwm31/uxr1la0djZWAq3vfD+WU9luBViJIX3HUh0E267BZurPOgYieD0QAgfuoUnAaJr7WkqxfPH+nG8d+rmb7wMDqtZOkHSHMChe6Q+g46RiNSjkd0+mYwllJcBaSbHllqvsnWyp6kUZTcZS24EyRSPmxoJgwUVpe31fnSMRHCGwYJUsqdJagR+b3Aas4k0nDZ1tygsZpMypvwzdzVDFEX0TMSkkJFtCL0anFVGk3//6BUAwIZKd3aWhnT6ZJ3fqWpdayGZXbGwFGF/iRExWFBR2tHgxwvHB3jTKammrtSJKq8do+E4zl4N4Y4Ft7DmgyAIWF/hxvoKNz6xtwEAMBRacPLkyhS6xqLozv56/ph08mSd34k9Tdkjrs2lWF/h1v3JE6V508IVCyNgsKCitCN70+m7V6eRzohF2WlP6hIEAXuaAvj5u8M40TuV92CxmFq/Ex/Zvg4f2S6Nq5+KJXCid36WxntDYQyGZjF4ZhY/PjMEAAi4bNjTND8htL3Gq7smSWXyJudYGAKDBRWl9RVuuO0WROMpdI5G0Fbj1bokKgBysDjWq4+VsIDLhvu2VCvNpLF4Cqf7Qzh2ZRLHeqdwuj+EqVgCL58fVa6Rd9nM2NlYir1NAexpDmB7vV/zCbW8K8RYGCyoKJlNAm6v9+GN7kmc7g8xWJAqdjdJK2Gn+oK6XAlz2S24a2M57too3e6aSGVwbjCEY1eyx1x7pxCZS+H1rgm83iXd6Gozm7Ctzoc92VHku5pK4XVY17Ru3m5qLAwWVLS21/vxRvckzgwE8e/3NWhdDhWA1mqvshLWMRLGllqf1iXdkM1iwq7GAHY1BvCnWI90RsSlkYi0dZLdPhmPxHGiL4gTfUE8hcsQBKCt2qucWNnTFECFJ78nTzh501gYLKho7aiXfro8zUFZpBKzScDOxlIc6RzHid6g7oPFtcwmAe21XrTXevHonU0QRRF9kzNKyDjeO4W+yRlcGA7jwnAYz77ZCwBoLnfNN4Q2BVAfcKraECrfFcIVC2NgsKCitT07gbN7PIrwXHLNl3epMO3JBovjvVN49M4mrctZFUEQ0FTuQlO5Cx/bXQ8AGA3P5Vyudmk0gisTMVyZiOFHJ6RR5FVeezZklGJPcwCbKj0wrWJbiLebGguDBRWtcrcd9QEnBqZm8e7AtLLvTLQau7PzLI73TkEURd0f5VypKq8DD91ei4durwUATM8kcaJP2jo5fmUK716dxmg4jp+dHcLPzkonT3xOa87Jk63rfCtafZBPhfB2U2NgsKCitqO+FANTszjdH2SwIFVsr/fDahYwGo7janAW9YESrUvKK1+JFfe2VeHetioAwGwijdMDQRzPNoSe7AtiejaJVy6O4ZWLYwAAp9WMHQ1+5c6THQ2lNxwoluAcC0NhsKCitr3ej5+eHcIZ3nRKKnHazNi6zofT/SEc750q+GBxLafNjDvXl+PO9VJQT6YzOD8UxvEr0p0nJ/qmEJpJ4s3Lk3jz8iQAaaLm1nU+5c6T3U2l8JfM3xCrNG/q7JQNLY7BgoqafNPp6YFQQS5bkzb2NAWywSKoXJNerKxmE7bX+7G93o8/OdiCTEZE93g0586T4ek5nBkI4cxACN890gMAaK32YE9TALsaS5Ht3WTzpkEwWFBRa6/1wmY2YSqWwMDULBrKiuunS8qP3Y2leBrACZUuJCskJpOATVUebKry4JN3NEIURVwNzs43hPZOoWc8ho6RCDpGIvifb/cp73v4lxdxT2sl9q8vy1nRIH1hsKCiZreY0V7rxZmBEE4PBBksSBW7GqWjzF1jUQRjCZS6+CS4FEEQUB8oQX2gBH+wS1rdGY/EcSIbMt7qnkDHaBQA8KOTV/Gjk1chCMBt63w4sKEcd28ox87GUs2ng9I8Bgsqejsa/FKw6A8pdywQrUaZ2471FS5cHo/hZF8QH2iv0rokQ6nw2HH/bTW4/7YaxOIpbPnyywCAT+5rwDvZy9XkW1yfevUy7BYT9jYHcGBDOe7aUI72Gu+qjrfS6jBYUNHbXu8HIPVZEKllb3MAl8djON43xWCxCuKC3//XB9vhsJoxGp7DG90TONo9gTe6JzAajueMIfeXWHFgfbkSNLgSubYYLKjo7czedHphaBpzyTSXVEkVuxsDeP7YAI5fYZ/FaoiieN3rqrwO/P7OOvz+zjqIoojL41Ec7ZrA0e5JvN0zidBMEr84N4xfnBsGANQHnLhrgxQ07lxfjgC3pvKKwYKKXl2pE2UuGyZjCVwYDitBg2g19mQHZZ0bZGBVy2KHtgRBwIZKDzZUevCpA81IpTM4e3VaWdE43R/EwNQsnj82gOePDQAAttR6laCxpylwwxkatHIMFlT0BEHAjgY/Xrk4htP9IQYLUkV9wIlKjx1jkTjODoSwr6VM65IM6fr1ihuzmE3Y1ViKXY2l+Py9GxGLp3CsdwpvdElBo2MkgvNDYZwfCuO7R3pgy779XRuloHHbOp/ubqU1GgYLIkh9Fq9cHOOgLFKNIAjY0xTAL84N40RfkMHiFi3cCRGw8id8l92CezZX4p7NlQCkEydvXpZ6M452TWBoeg5v9UzirZ5J/M3Ll+B1WLB/fZmyotFc7uJ8mxVisCACsKNBvuk0qHElVEh2N5XiF+eGcZzzLG7dwmChwvN7hceOj2xfh49sXwdRFHFlIqZsm7x5eRLhuRRePj+Kl8+PAgBqfQ6pCXSj1J+R7yviCwGDBRGAbXU+CAJwNTiL8Uic/3iQKuQ+i5N9QaQzIpfYV0ntr54gCGipcKOlwo0/3N+EdEbEucFpZTXjZF8QQ9Nz+N8nr+J/n5Rubm2t9iinTfY2B+Cy82n0WvyKEAHwOKzYWOlG52gUZwZC+CCPB5IKWqs9cNstiMylcGkkgvZar9YlGY644i6LW2c2Ccr48UP3bMBsIo3jvVPKisb5obAyEfT7R6/AYhKws2G+P+P2Oh8sHDvOYEEk21Ffis7RKE73BxksSBUWswk7Gvx4vWsCJ/qmGCxuQU6PxRr3OjhtZhzcVIGDmyoAAJPRON7qmcQb3dLMjKvBWRzLTgj92193wm234I6WMty1oQx3bSzH+gp3UfZnMFgQZW1v8ON/nRhgAyepak9TAK93TeB4bxB/tL9J63IMZ+F6hdZP0WVuOx7cVosHt9UCAPonZ5QhXW9cnkBoJolXLo7ilYtSf0aV165smxzYUI4qr0PL8tcMgwVRlnzT6dmBEPfDSTW7m6TG4ONXpniD7i1YOCBLb1+6hrIS/PuyBvz7fQ3IZERcGA4rQePYlSmMhuP451OD+OdTgwCAjZVuJWjsawnA47Bq/DfIDwYLoqyNlR64bGbEEml0j0WxudqjdUlUALbX+2ExCRgJz2EwNIu6Uo6XvlV6DmUmk4Ct63zYus6Hz75vPeaSaZzqCypB493BaXSNRdE1FsWzb/Yq/Rxy0Nhe74fNUhj9GQwWRFlmk4BtdX681TOJ0/1BBgtSRYnNgi3rfDg7EMKJ3iCDxQqtXeumuhxWM+7cUI47N5QDAEIzCbzdM4nXu6Sg0Ts5g5N9QZzsC+L//U0XSmxm7JMvUttYjs1VHl0HqRthsCBaYEeDHCxC+Hd7G7QuhwrE3qZSnB0I4XjvFD66gzforsQiV4UYkr/Ehg9vrcGHt9YAAAamZvDmZel+kze7JzAZS+BfL43jXy+NAwDK3XYc2FCmrGjU+p1alr8iDBZEC8g3nbKBk9S0uymA771+hYOyboF83NSgP7wvqT5Qgo8HGvDxPVJ/RsdIRDnWeuzKFCaicfzkzBB+cmYIANBS7sKBbBPo/vVl8Dn125/BYEG0wPZsA2fnWASRuWTBNlfR2trdKDVwdo5GEZpJwF/C2zVXqsByRQ6TSUB7rRfttV78ycEWxFNpnO4PKUHj7EAIPRMx9EzE8D/f7oNJALbV+ZXTJjsb/bBb9HORGoMF0QKVHgfW+Z0YDM3i3NVpZX+UaDXK3Ha0VLjQMx7Dyb4g7m3jnJRlK5CtkJWwW8y4o6UMd7SU4f+4bzOmZ5N4Jzs/42j3BC6Px3BmIIQzAyF8+1+74bCasLe5DHub9HGBIoMF0TV2NPgxGJrF6YEQgwWpZk9jAD3jMRzvZbBYCTlXGLWRUQ0+pxX3banGfVuqAQDD07N4o3s+aIxH4jjSOY4jneMaVyphsCC6xo6GUvz83WFeSEaq2t1Uiv91YgAn2GexInLzZvHGiuvV+Jz4t7vq8G931UEURXSNRXG0awJHOsfxqg7CRWEcmiVS0cIGTrFQWtJJc3ubpQvJ3r06jblkWuNqjKNQmzfVIggCNlV58Jm7mvGdT+7UuhwADBZE19lS64XVLGAimsDV4KzW5VCBaAiUoMJjRyKdwbtXp7Uux3AErlkYBoMF0TUcVjPaa6TLok7z2CmpRBAE7JHHe3M7ZNm4aGg8DBZEi9jRID0BsM+C1LS7UdoOYZ/F8im5ggsWhsFgQbQI+UIyDsoiNe1pygaLviAyGf4ovhxynxNzhXEwWBAtQm7gPD8YRjzFRjtSR1uNdNFdZC6FzrGI1uUYCps3jYPBgmgRDYESBFw2JNIZXBgKa10OFQiL2YSdjXKfBbfZloM9FsbDYEG0CEEQeG8I5YXcZ3H8CvssVoKnQoxjxcHiyJEjeOihh1BbWwtBEPDjH/84D2URaW9HNlic7g9pWgcVFvlkCBs4l0cZkMVcYRgrDhaxWAy33347/u7v/i4f9RDpxnY2cFIebG/ww2wSMDQ9h8EQ56TcjDIgS+M6aPlWPNL7/vvvx/3335+PWlQxk0hpXQIViE1VbggC0D81g4GpGMrcdq1LogLRXuPBucEw3ugex4PbarUuR9dm5SmlAv99vxm9fH3yfldIPB5HPB5XXg6H89sIt/vrv8nrx6fidPf//arWJVAB+s//eA7/+R/PaV2GIcTiabT/1ctal0HLkPfmzcOHD8Pn8ym/6uvrVf8cJTYLep98QPWPS0REZDS9Tz6AEpt2d4wK4ipuWRIEAS+++CI++tGPLvk2i61Y1NfXY3p6Gl6v91Y/9aL0sgxERESklXyFinA4DJ/Pd9Pn77xHGrvdDrt9bfamtUxoRERExDkWREREpKIV/4gfjUbR3d2tvHzlyhWcOXMGgUAADQ0NqhZHRERExrLiYHHixAncc889ystf/OIXAQCPPvoonn32WdUKIyIiIuNZcbB4//vfj1X0exIREVEBY48FERERqYbBgoiIiFTDYEFERESqYbAgIiIi1TBYEBERkWoYLIiIiEg1DBZERESkGgYLIiIiUg2DBREREalmza8Dlad2hsPhtf7UREREdIvk5+2bTd9e82ARiUQAAPX19Wv9qYmIiGiVIpEIfD7fkn8uiGt88Ucmk8HQ0BA8Hg8EQVDt44bDYdTX12NgYABer1e1j1uI+LVaPn6tVoZfr+Xj12r5+LVavnx+rURRRCQSQW1tLUympTsp1nzFwmQyoa6uLm8f3+v18htvmfi1Wj5+rVaGX6/l49dq+fi1Wr58fa1utFIhY/MmERERqYbBgoiIiFRTMMHCbrfjy1/+Mux2u9al6B6/VsvHr9XK8Ou1fPxaLR+/Vsunh6/VmjdvEhERUeEqmBULIiIi0h6DBREREamGwYKIiIhUw2BBREREqjF8sDh8+DD27NkDj8eDyspKfPSjH8WlS5e0LkuXnnrqKWzbtk0ZnLJ//3689NJLWpdlCE8++SQEQcAXvvAFrUvRna985SsQBCHnV2trq9Zl6dbg4CA++clPoqysDE6nE7fddhtOnDihdVm61NTUdN33liAIOHTokNal6U46ncZf/uVform5GU6nE+vXr8fXvva1m97rkQ9rPnlTba+99hoOHTqEPXv2IJVK4Utf+hLuu+8+XLhwAS6XS+vydKWurg5PPvkkNm7cCFEU8YMf/AAf+chHcPr0aWzZskXr8nTr+PHj+O53v4tt27ZpXYpubdmyBa+88oryssVi+H9a8iIYDOLAgQO455578NJLL6GiogJdXV0oLS3VujRdOn78ONLptPLye++9hw9+8IN4+OGHNaxKn775zW/iqaeewg9+8ANs2bIFJ06cwKc//Wn4fD58/vOfX9NaCu646fj4OCorK/Haa6/h4MGDWpeje4FAAH/zN3+DP/7jP9a6FF2KRqPYuXMnvvOd7+DrX/86tm/fjm9961tal6UrX/nKV/DjH/8YZ86c0boU3Xv88cfxxhtv4PXXX9e6FEP6whe+gJ///Ofo6upS9a6pQvDggw+iqqoK3//+95XX/cEf/AGcTid++MMfrmktht8Kudb09DQA6QmTlpZOp/HCCy8gFoth//79WpejW4cOHcIDDzyAD3zgA1qXomtdXV2ora1FS0sLHnnkEfT392tdki799Kc/xe7du/Hwww+jsrISO3bswPe+9z2tyzKERCKBH/7wh/jMZz7DULGIO++8E7/5zW/Q2dkJADh79iyOHj2K+++/f81rKaj1ykwmgy984Qs4cOAAtm7dqnU5unTu3Dns378fc3NzcLvdePHFF9He3q51Wbr0wgsv4NSpUzh+/LjWpejavn378Oyzz2Lz5s0YHh7GV7/6Vdx9991477334PF4tC5PV3p6evDUU0/hi1/8Ir70pS/h+PHj+PznPw+bzYZHH31U6/J07cc//jFCoRA+9alPaV2KLj3++OMIh8NobW2F2WxGOp3GN77xDTzyyCNrX4xYQD772c+KjY2N4sDAgNal6FY8Hhe7urrEEydOiI8//rhYXl4unj9/XuuydKe/v1+srKwUz549q7zufe97n/jYY49pV5RBBINB0ev1in//93+vdSm6Y7Vaxf379+e87nOf+5x4xx13aFSRcdx3333igw8+qHUZuvX888+LdXV14vPPPy++++674j/8wz+IgUBAfPbZZ9e8loIJFocOHRLr6urEnp4erUsxlHvvvVf8D//hP2hdhu68+OKLIgDRbDYrvwCIgiCIZrNZTKVSWpeoa7t37xYff/xxrcvQnYaGBvGP//iPc173ne98R6ytrdWoImPo7e0VTSaT+OMf/1jrUnSrrq5O/Pa3v53zuq997Wvi5s2b17wWw2+FiKKIz33uc3jxxRfx6quvorm5WeuSDCWTySAej2tdhu7ce++9OHfuXM7rPv3pT6O1tRV/8Rd/AbPZrFFl+heNRnH58mX84R/+odal6M6BAweuOw7f2dmJxsZGjSoyhmeeeQaVlZV44IEHtC5Ft2ZmZmAy5bZNms1mZDKZNa/F8MHi0KFDeO655/CTn/wEHo8HIyMjAACfzwen06lxdfryxBNP4P7770dDQwMikQiee+45vPrqq3j55Ze1Lk13PB7PdX06LpcLZWVl7N+5xp//+Z/joYceQmNjI4aGhvDlL38ZZrMZn/jEJ7QuTXf+7M/+DHfeeSf++q//Gh/72Mdw7NgxPP3003j66ae1Lk23MpkMnnnmGTz66KM8xnwDDz30EL7xjW+goaEBW7ZswenTp/G3f/u3+MxnPrP2xaz5GonKACz665lnntG6NN35zGc+IzY2Noo2m02sqKgQ7733XvFf/uVftC7LMNhjsbiPf/zjYk1NjWiz2cR169aJH//4x8Xu7m6ty9Ktn/3sZ+LWrVtFu90utra2ik8//bTWJenayy+/LAIQL126pHUpuhYOh8XHHntMbGhoEB0Oh9jS0iL+l//yX8R4PL7mtRTcHAsiIiLSTsHNsSAiIiLtMFgQERGRahgsiIiISDUMFkRERKQaBgsiIiJSDYMFERERqYbBgoiIiFTDYEFERESqYbAgIiIi1TBYEBERkWoYLIiIiEg1DBZERESkmv8fjbzgHJqJ4aQAAAAASUVORK5CYII=",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "curvilinear_grid = mk.curvilineargrid_get()\n",
    "fig, ax = plt.subplots()\n",
    "curvilinear_grid.plot_edges(ax)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Perform curvilinear grid orthogonalization"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Move a node to make the grid non orthogonal and plot the result"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "mk = create_mk_instance_with_a_rectangular_curvilinear_grid()\n",
    "mk.curvilinear_move_node(10.0, 20.0, 18.0, 12.0)\n",
    "curvilinear_grid = mk.curvilineargrid_get()\n",
    "fig, ax = plt.subplots()\n",
    "curvilinear_grid.plot_edges(ax)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Orthogonalize"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Assert a nodal position before orthogonalization\n",
    "orthogonalization_parameters = OrthogonalizationParameters()\n",
    "orthogonalization_parameters.outer_iterations = 1\n",
    "orthogonalization_parameters.boundary_iterations = 25\n",
    "orthogonalization_parameters.inner_iterations = 25\n",
    "orthogonalization_parameters.orthogonalization_to_smoothing_factor = 0.95\n",
    "\n",
    "# Initialize the curvilinear grid orthogonalization algorithm\n",
    "# Sets the block to orthogonalize (in this case the lower left and upper right corners of the grid)\n",
    "mk.curvilinear_orthogonalize(orthogonalization_parameters, 0.0, 0.0, 30.0, 30.0)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Plot the results after orthogonalization"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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K7l+5cqXC4bB27Nhh33bgwAEdOXJEXV1dpRkxAJlMvHhKcx0Np/CXoiof3d3d2rZtm5599lk1NjbafRyxWEy1tbWKxWK6/fbbtWnTJrW0tKipqUn33nuvurq6WOkCzBMNp95l7fMRJ3zAJ4oKH1u2bJEkXXvttQW3P/HEE7rtttskSV//+tcVCAS0YcMGJRIJrV27Vt/61rdKMlgAOUy7eMt4zwcNp/CHosLHXE7SrKmp0ebNm7V58+ZzHhSAqSh8eFdzfp+P4WRGyXRWkRAnX8DbzqnhFABQOo01IRlGrqI1OJrSwkaa8DGzTNbUWCqjkWRGY6mMRvMfj+Y/H0nmbhtNZTSWHP98LJVRfKw6pvYIH4BLcLCcdwUChppqwhocTWlwNEn4cLFs1tRYOhcERlOF70fyYcAKBqPJ8fsnB4kx62sm3G7dl0xnnf5jzhvhA3Ahej68p7kuFz5Ybls+pmkqkc7aQWBKpWDS57mP0xpNZvP3p/MhIDv+cTKjsVQ2d10q93El1YaDqo0EC99Pvm3C7cGAoW/seLOiY5wO4QNwCeoe3tZcG9Yf5d+9PkzTVDKTLawUTPytf1IloaA6MKGiMDE4TFc5qGRwj4YCqo0EVRcOqiYfAOoiQdWExz+uzX9el7+/Jh8YJn5eFwnlg0RAtdbH4aBqwoGiK6IjyTThA8C5YZ8P74lV+V4fyXR2QjVgPAQUVAqS+UpBalKlIJnVaCo9HiAKKgfjH2cr+LKOBANTKwYzVRDmUFGwQ0U+ONSEggoE+JVhJoQPwCVo+fA2a6+PwXMIH+lMtrA6MKmfYLY+gonBYdreg/zt6Qomg3DQKKgOTF8NyH88oaJQUCmIBAqrBhMCQ00ooFCQFUVOInwALkTPh/tksqaGk2kNJ9IaTmTy79MaTuY+PjE0Jkn62e/69e5QYlJ/QWZC5aCw32A0lVEqU7kXRMBQ/of72asBs1UU6iLTBIf8+zDBwPMIH4BLTDxYjuxRfol0ZjwkJMcDw0gyrTMFt6envc4KFbnr03NqRGyIBvXa4ff02uH3zmnMhiHVhafvI5iuv8D6gV/4NRP6C8KhKcEhHDRYeYV5I3wALsH/9zMzTVOjqYzOJNIaSeTe537w52+bJjBY11nXTL6+XNWEUMBQfTSk+khQ9dGQ6qIhNUSDOjmU1IHjQ1raUqc/v6xtSsVgcqPidFMR0VDxDYiAEwgfgAvNZbfhapbOZDWcb06cWDk4M01gGMkHButj65qJ1w8n02WbioqGAmqIhlQXDao+Esp/nAsMdfnP6yd8XBcJFlyTCxqhXNCIzBwQ/uf/Pqr/98nX1dFcoy/998vK84cBqgThA8CsrCWQwzNMNUwODBOvmykwJMq0SZJhSPWRiQFg+sAwsfIwU2Coi+SuqVRjYmt9brXLqTOc7wLvI3wALjTbL/mmadrVgMLGxqn9CFNvn1BtmHBduVY6WFMQVgCoz1cRrEpB/aTKweTAkLtm/Gtqw+5d3rigIber6alhwge8z5fh45b/f7f9H9TE/6YmVkIn//c1sUw689dM+qoZHm+2rym4b47XzWWcUx9v+q+ZbawT75n8/Uv655v1sc/+9zDXr5l8gzHDn2/253GW52QOz10xj52ZEAA+/6P9SqazdmAo6HMo40ZKNeFAwRRCw6Qf/rMFhim3R4OKBOlRsCxoyFU+To8klc5kWQoKT/Nl+Pjt/xl0egjAOTMkvfBG/9mvy09BTAwG0wWGqf0L0wSGaEh14cpNQfjReXUR+3C50yMcLgdv82X42Pzp/6ZoKFhQup7YwDf5l8bC3yLNGW7XpMebeHvhhYX3TT+GyaZ+r+nHMfuYZv4zaobxlvrPOPkBZ3y8uV5XOLwZn8M5P3+zfN1sz8tMYyjl8zc0ltITv3xLhiF98S8+oIaaUEFgmNjn0BDNTUFQVXCPYMDQeXURvTec1HvDHC4Hb/Nl+Lju0kWqi/jyjw4X+99vD+iJX76ltqYa3f6xC5weDspgQX0ufJw6k5DU6PRwgLKhhgq4xMkzCUlSawO/EXuV1fdxkqZTeBzhA3AJawmm9QMK3mOveMkHTcCrCB+AS7xL5cPz2OsDfkH4AFyCaRfvG9/rg8oHvI3wAbiE9dtwK9MunmX3fFD5gMcRPgCXoPLhfQvy0y7v0XAKjyN8AC5B+PA+Gk7hF4QPwCVY7eJ9C2g4hU8QPgAXSGeyem/E6vmg8uFVVuVjKJHWWCrj8GiA8iF8AC7w3khSppk7r6WlnsqHVzXVhBQO5rbEp+8DXkb4AFzAKsO31EUUdOmR8Tg7wzC0oN7q+yB8wLsIH4AL0GzqH1Zl6yR7fcDDCB+AC9jho5EpF6+zGorfo/IBDyN8AC5gr3Spp/Lhda3scgofIHwALsC5Lv7Bclv4AeEDcIGTQ/lltky7eJ613JYt1uFlhA/ABawSfCvTLp5n9Xww7QIvI3wALkDDqX9YBwcy7QIvI3wALjB+oi2VD69rqed8F3gf4QOocqZpTjjXhfDhdXbD6XBSpmk6PBqgPAgfQJWLj6aVzGQljf9ggndZPR+JdFbDSc53gTcRPoAqZ+102VgTUk046PBoUG51kZDqIrm/Z6Ze4FWED6DKnRxijw+/saofLLeFVxE+gCp30m42ZcrFLxbQdAqPI3wAVc7e44PKh29MbDoFvIjwAVQ5a9plAZUP37A3GqPyAY8ifABV7l32+PCdBfbhclQ+4E2ED6DKneJQOd/hcDl4HeEDqHL21upMu/hGq135YNoF3lR0+Hj11Vf18Y9/XB0dHTIMQ88880zB/bfddpsMwyh4W7duXanGC/jOSaZdfGcB57vA44oOH8PDw1qxYoU2b9484zXr1q3TsWPH7Lcnn3xyXoME/IxpF/+xltqyzwe8KlTsF6xfv17r16+f9ZpoNKr29vZzHhSAnNFkxt5im9Uu/mH9Xb83nFA2ayoQMBweEVBaZen52LlzpxYtWqRLLrlEd999t06dOjXjtYlEQvF4vOANQI7V7xENBdQQLfp3BbjUeXW58JE1pYHRlMOjAUqv5OFj3bp1+t73vqcdO3bon//5n9XX16f169crk5n+gKTe3l7FYjH7rbOzs9RDAlzr5IQpF8Pgt1+/iIQCitWGJeWqH4DXlPxXqVtvvdX++IorrtDy5ct14YUXaufOnVq9evWU63t6erRp0yb783g8TgAB8tha3b8WNEQ0OJrSyTNJXbTI6dEApVX2pbYXXHCBWltbdfDgwWnvj0ajampqKngDkHOSZlPfarXPd6HpFN5T9vDxzjvv6NSpU1q8eHG5vxXgOax08S97uS3TLvCgoqddzpw5U1DFOHz4sPbt26eWlha1tLTooYce0oYNG9Te3q5Dhw7p85//vC666CKtXbu2pAMH/MCadmGli/+05Hc5ZbktvKjo8LFnzx5dd9119udWv8bGjRu1ZcsW7d+/X9/97nc1MDCgjo4O3XDDDfqnf/onRaP85gYU610qH75ln+/C4XLwoKLDx7XXXivTNGe8/8UXX5zXgACMs37wUPnwn1Z2OYWHcbYLUMWskvtCKh++Y+1y+h4n28KDCB9AFbNXuzQSPvzGqnadpOEUHkT4AKpUKpPVwEhud0vriHX4B9Mu8DLCB1ClrHJ7MGDY223DP6xpl8HRlJLprMOjAUqL8AFUqXeHcuX2lvoIB4v5UKw2rGD+7/30CNUPeAvhA6hSp/KVD6Zc/CkwoeJ1kuW28BjCB1ClTuYrHwtpNvUt+j7gVYQPoEpxrgusFS8st4XXED6AKsW0C6ymU6Zd4DWED6BKWdMu7PHhX+OHy1H5gLcQPoAqxbkusKpenO8CryF8AFXqFCfa+t744XJUPuAthA+gSlnz/Jzr4l9W5eMk0y7wGMIHUIWyWdOe52faxb/GKx9Mu8BbCB9AFRocTSmTNSXldjiFP7Wy1BYeRfgAqpA15RKrDSsS4p+pX1mVj5FkRiPJtMOjAUqH/9WAKnTyjDXlQtXDz+ojQUXz4ZOmU3gJ4QOoQlblYwH9Hr5mGMb4clumXuAhhA+gCrHSBRaaTuFFhA+gCp1i2gV5CzhcDh5E+ACqENMusNjnuwxT+YB3ED6AKsSJtrDYy22pfMBDCB9AFWK1CywcLgcvInwAVYhpF1harGkXGk7hIYQPoMqYpslqF9hoOIUXET6AKjOSzGgslZUktTYy7eJ3rfnKxykaTuEhhA+gylhVj9pwUHWRkMOjgdMmVj5M03R4NEBpED6AKmOvdKHqAY0fLJjOmoqPcr4LvIHwAVSZ8ZUu9HtAqgkH1RjNVcCYeoFXED6AKmOvdKknfCCH5bbwGsIHUGVODuV+wCxk2gV51tQL57vAKwgfQJWxSutMu8Bi7fdykuW28AjCB1BlxqddqHwgp5W9PuAxhA+gyljTLq2NVD6Qs4C9PuAxhA+gypxk2gWTsMspvIbwAVSZk0NW+GDaBTlWzweVD3gF4QOoIol0RvGx3EZSVD5gWVBP5QPeQvgAqsh7+X0cQgFDsdqww6NBtWCfD3iNL8NHJsv5CKhOVrPpgoaIDMNweDSoFlbD6emRpNKZrMOjAebPl6dWXfGVnykSDKgmHFBtJKjacFA14aBqI0HVhIKTbguoNpz/PH97rXVteMJ1+WtrJt4fCioQ4AcI5s4+14UpF0xwXl1YhiGZpnR6JKWFrISCy/kyfEhSMpNVMpO159fLJRoaDzhWUJkSesKTA09wSuCpCQemvb82ElQ0FOC3ZI+w9/ggfGCCUDCg8+oiem84qVPDCcIHXM+X4eM/H7hOkqHRVEajyYzGUhmNpjIaS2Vz75O5zyffP5q0rptw/cT789ck0uNl0UQ6q0Q6qwGlyvpnKgwwkyow4ekrNlZVZ3LVZ3IgyoWggCJBQk65jR8qx0oXFFpQnw8fNJ3CA3wZPprrIqqLlO+Pns2aGktPCivJ7KTgMn7/1MCTLQg81mMV3JbKVW4s1teWU8DQjFNOuQpN4KyBx5rKmj7g5N6Hg75sRZI0XvlYSOUDkyxoiOjNEzSdwht8GT7KLRAwVBcJlTXgSFI6k9VYOjtNMCms0BQEn2kCz3jlJlsQgsaSGY2kMnaDbtaUhpMZDSfLG3JCAWNOU04z9eDURgKqCU29v7DKE1CoCkPOKXvahcoHCtm7nHK4HDyA8OFioWBADcGAGqLl/WtMZaZOR02ZckrOUNEpuG9qCJr4sbUIKZ01NZRIayhR3n6ciU3HU5uHz950XDNtD878mo7Hp12ofKAQu5zCS4r+qfXqq6/qscce0969e3Xs2DFt375dN910k32/aZp68MEH9a//+q8aGBjQ1VdfrS1btujiiy8u5bhRQeFgQOFgQE015dt3wjRNJTNZjeWrNAVTVDP24MwQZlJTp6gmBiRLpZuOC3tqpm86/v2xQUnSrw6/p5FkRg3RkOoiQdVPfh8JqT4aUiRUfdUblAfnu8BLig4fw8PDWrFihT772c/q5ptvnnL/o48+qm9+85v67ne/q2XLlulLX/qS1q5dq9///veqqakpyaDhPYZhKBoKKhoKKqbyhpxEfqpqag9OdsqU1HRNx7NNdc3WdKw5Nh1Hgoae+vXb0q/fPuu14WBuiq8+ElRdNP8+H0zqo8Gp9+Xf10dDqo+EVBfNBZmJwYbVU9XJqnycpPIBDyg6fKxfv17r16+f9j7TNPX444/ri1/8om688UZJ0ve+9z21tbXpmWee0a233jq/0QLzZBiGPV1yXhm/z8Sm4+nCynRTVKPJjP6/Vw4qmTG17oNtyprSSDKj4WRaI4nc++FEWsPJjJL5cJPKmBocTWlwtHSrqUIBY8ZqS100pIbpQk0kF3Zy1+Y/nhBqCDTz12pPu1D5gPuVtFng8OHD6u/v15o1a+zbYrGYVq1apV27dk0bPhKJhBKJ8X9M8Xi8lEMCHHEuTcdDYyn9yysHJUlfv+W/qTYSnPHaVCarkWRGI8m0hhPj73PhJJ0LLYl0YXiZ7b5kWmOpXKBJZ03Fx9IlnY4KWoFmhmpL/eRqzaSAMx54xr++JuyvQDN+uByVD7hfScNHf3+/JKmtra3g9ra2Nvu+yXp7e/XQQw+VchiAKw2M5KoXVo/IbMLBgGK1gZKe/5LOZDWSythhxH6fTOtMIqORfNXFfj9L4LHus3psMllTQ2NpDZUw0BiG7BDTEM2FkukqMtZ9UwJPdMLX5gNPbThYtYHGOlzuPaZd4AGOr3bp6enRpk2b7M/j8bg6OzsdHBHgDCt8nFfnzDLbUDCgphI3FmeypkYmV1smVF2GExMqNzMGm8IKz0h+qbdpSmcSaZ1JpHViqDRTEYYh1YXn1htTX9BHM/Uaa+qpNlyaYxashtOhRFpjqYxqwrMHVKCalTR8tLe3S5KOHz+uxYsX27cfP35cH/rQh6b9mmg0qmiUZYXAwGjuN9rmOu+cZhsMGGqsCauxhIEmmzU1mhoPJtNNIY1Mvm/SNWcS6SmBR8oFGmsvm3dLNmKpLlI4ndQww/TSbNWa2nBAQUPKmNIfTw2rPVY75+9fbDGn2KhUbLWo+Mcv8vqiv0Px36Pcj1/sn2Guj5+qkoMJSxo+li1bpvb2du3YscMOG/F4XK+99pruvvvuUn4rwHNO5ysfXgof5RAIGPnKQun++7IahGfsmymyWmNda+b3rslNRWV08sz8x2pIWvv4/5r/AwEOKvpf75kzZ3Tw4EH788OHD2vfvn1qaWnR0qVLdd999+mrX/2qLr74YnupbUdHR8FeIACmGhjJVz5q2d200iY2CJfq0DbTNDWWyk67WmlyYMn11Uzss5kaeEYSGQ0l0jJLMjrAWUWHjz179ui6666zP7f6NTZu3KitW7fq85//vIaHh3XnnXdqYGBAH/3oR/XCCy+wxwdwFnbPRz2VDy8wDCO3kVwkKDWU5jGve+znOnxqRNv+xypduaxlTl9jFplWzCLjTbGPX6xyj//cvkexj1/kc1r048/92tFkWh/pfaXI71B6RYePa6+9dtYn0jAMPfzww3r44YfnNTDAb07nKx8xKh+YgdVbEcrvOgwUKxysjtVcvHqBKjFor3ah8gHA2wgfQJWwKh80nALwOsIHUCUGRq3VLky7APA2wgdQJZzeZAzuUWwDI1BtCB9AlWDaBWdVHb2CwLwRPoAqkM2a9sm0hA8AXkf4AKpAfCxlr9VnkzEAXkf4AKqA1e9RHwkqEuKfJQBv4385oAqM93tQ9QDgfYQPoAoM0O8BwEcIH0AVsA6VY5ktZmMtdmGhLdyO8AFUgdPDucpHjMoHAB8gfABVwJp24VwXAH5A+ACqgDXtwjJbAH5A+ACqgLXUloZTAH5A+ACqAEttAfgJ4QOoAoP0fADwEcIHUAWofGAuDCO32JZDbeF2hA+gCtDzAcBPCB+Aw9KZrIbG0pLYZAyAPxA+AIdZe3xIUlNNyMGRAEBlED4Ah1lTLk01IYWC/JME4H38Twc4bIBmUwA+Q/gAHGZVPlhmi7Mxzn4J4AqED8Bh1jLbGJUPzJHJubZwOcIH4DA2GAPgN4QPwGFW5YNltgD8gvABOOx0vucjVkvlA4A/ED4Ahw3ScArAZwgfgMM41wVzZbDcBR5B+AAcxrkuKBqLXeByhA/AYWwyBsBvCB+AwwZYagvAZwgfgIMS6YxGkhlJVD4A+AfhA3CQ1e8RMKTGKCfaAvAHwgfgoPFm04gCAZYyAPAHwgfgIHuZLRuMYQ4MjpaDRxA+AAexzBbngpW2cDvCB+AgltkC8CPCB+Aga5ktlQ8AfkL4ABw03vNB5QOAfxA+AAdxqBwAPyJ8AA6yKx/1VD5wdhwsB68gfAAOOm2tdmGpLQAfIXwADhqfdqHygbkzWWsLlyt5+PjKV74iwzAK3i699NJSfxvAE+xpF3o+APhIWQ6T+OAHP6iXX355/JuEOLMCmMw0TZbaAvClsqSCUCik9vb2cjw04BmjqYyS6awkNhkD4C9l6fl488031dHRoQsuuECf+cxndOTIkRmvTSQSisfjBW+AH1hbq4eDhuojQYdHAwCVU/LwsWrVKm3dulUvvPCCtmzZosOHD+tjH/uYhoaGpr2+t7dXsVjMfuvs7Cz1kICqdHrC1uoGaygB+EjJw8f69ev1V3/1V1q+fLnWrl2r//iP/9DAwIB++MMfTnt9T0+PBgcH7be333671EMCqtIAy2wB+FTZO0Gbm5v1/ve/XwcPHpz2/mg0qmg0Wu5hAFVngGW2OEcm59rC5cq+z8eZM2d06NAhLV68uNzfCnAVa9olxkoXAD5T8vDxuc99Tn19fXrrrbf0n//5n/rEJz6hYDCoT33qU6X+VoCrDY5yrgsAfyr5tMs777yjT33qUzp16pQWLlyoj370o9q9e7cWLlxY6m8FuNrp4fGGUwDwk5KHj6eeeqrUDwl4EhuMoVisioJXcLYL4JCBfM8HDacA/IbwATiEpbYA/IrwAThk4iZjQDE41RZuR/gAHGJXPuj5AOAzhA/AARNPtKXnA4DfED4ABwwl0spkc7VzKh+YK9a6wCsIH4ADBvNTLjXhgGrCnGgLwF8IH4AD7GbTWqZcAPgP4QNwAM2mmA8Wu8DtCB+AA06zwRgAHyN8AA6g8gHAzwgfgAPGwweVDwD+Q/gAHDC+uymVD8wd58rBKwgfgAMG7Q3GCB8A/IfwATiApbYA/IzwATiAhlPMh8nJcnA5wgfggAFrqW09lQ8A/kP4ABxw2qp81FL5AOA/hA+gwjJZU/ExltqieKx2gVcQPoAKi4+mZE3Zx6h8APAhwgdQYQP5ZbYN0ZAiIf4JAvAf/ucDKsxaZkvVA4BfET6AChvMN5ueV0/4wLlhoS3cjvABVBgn2gLwO8IHUGHWBmNMu6BYhljuAm8gfAAVNkDlA4DPET6ACjvN1uoAfI7wAVSYtdSWDcYA+BXhA6iwAftEWyofAPyJ8AFU2ABLbTFfrLWFyxE+gAob32SMaRcA/kT4ACrM3mSMhlMUiYPl4BWED6CCUpmshhJpSSy1BeBfhA+ggqx+D8OQmmg4BeBThA+gggZHc/0eTTVhBQPU0AH4E+EDqCA2GEMpmCx3gcsRPoAKGhhhgzEAIHwAFXSaDcYwD0zUwSsIH0AFscwWAAgfQEXZlQ+mXQD4GOEDqCAaTgGA8AFUlLXUlg3GAPgZ4QOooNPDVD4wfyYrbeFyhA+gggZGWWoLAIQPoIIGWGqL+eBkOXhE2cLH5s2b9b73vU81NTVatWqVfvWrX5XrWwGuMWAvtaXyAcC/yhI+fvCDH2jTpk168MEH9Zvf/EYrVqzQ2rVrdeLEiXJ8O8AVxlIZjaYykqTmeiofAPwrVI4H/drXvqY77rhDf/M3fyNJ+va3v62f/OQn+vd//3c98MAD5fiWRRlJpp0eAnzoRDwhSQoYUtDgdYjiZbK5TtNEKsPrB+ekWl43JQ8fyWRSe/fuVU9Pj31bIBDQmjVrtGvXrinXJxIJJRIJ+/N4PF7qIU3x4a/uKPv3AGaSNaUPPvgzp4cBF/vbba87PQRgXko+7XLy5EllMhm1tbUV3N7W1qb+/v4p1/f29ioWi9lvnZ2dpR6SJKkuEtJbj/xlWR4bAAA3eeuRv1RdpCyTH3Pi3HfO6+np0aZNm+zP4/F42QKIJP3+4bVle2wAAHB2JQ8fra2tCgaDOn78eMHtx48fV3t7+5Tro9GootFoqYcxIyeTHgAAKMO0SyQS0cqVK7Vjx3hfRTab1Y4dO9TV1VXqbwcAAFymLGWATZs2aePGjfrwhz+sq666So8//riGh4ft1S8AAMC/yhI+brnlFr377rv68pe/rP7+fn3oQx/SCy+8MKUJFQAA+I9hmtV1RFE8HlcsFtPg4KCampqcHg4AAJiDYn5+c7YLAACoKMIHAACoKMIHAACoKMIHAACoKMIHAACoKMIHAACoKMIHAACoKMIHAACoKMIHAACoqKo74tXacDUejzs8EgAAMFfWz+25bJxedeFjaGhIktTZ2enwSAAAQLGGhoYUi8VmvabqznbJZrM6evSoGhsbZRhGSR87Ho+rs7NTb7/9NufGnAXP1dzxXM0dz9Xc8VwVh+dr7sr1XJmmqaGhIXV0dCgQmL2ro+oqH4FAQEuWLCnr92hqauLFOUc8V3PHczV3PFdzx3NVHJ6vuSvHc3W2ioeFhlMAAFBRhA8AAFBRvgof0WhUDz74oKLRqNNDqXo8V3PHczV3PFdzx3NVHJ6vuauG56rqGk4BAIC3+aryAQAAnEf4AAAAFUX4AAAAFUX4AAAAFeWb8LF582a9733vU01NjVatWqVf/epXTg+pKn3lK1+RYRgFb5deeqnTw6oKr776qj7+8Y+ro6NDhmHomWeeKbjfNE19+ctf1uLFi1VbW6s1a9bozTffdGawDjvbc3XbbbdNeZ2tW7fOmcE6rLe3V1deeaUaGxu1aNEi3XTTTTpw4EDBNWNjY+ru7taCBQvU0NCgDRs26Pjx4w6N2Dlzea6uvfbaKa+tu+66y6ERO2fLli1avny5vZFYV1eXfvrTn9r3O/2a8kX4+MEPfqBNmzbpwQcf1G9+8xutWLFCa9eu1YkTJ5weWlX64Ac/qGPHjtlvv/jFL5weUlUYHh7WihUrtHnz5mnvf/TRR/XNb35T3/72t/Xaa6+pvr5ea9eu1djYWIVH6ryzPVeStG7duoLX2ZNPPlnBEVaPvr4+dXd3a/fu3XrppZeUSqV0ww03aHh42L7m/vvv13PPPaenn35afX19Onr0qG6++WYHR+2MuTxXknTHHXcUvLYeffRRh0bsnCVLluiRRx7R3r17tWfPHl1//fW68cYb9bvf/U5SFbymTB+46qqrzO7ubvvzTCZjdnR0mL29vQ6Oqjo9+OCD5ooVK5weRtWTZG7fvt3+PJvNmu3t7eZjjz1m3zYwMGBGo1HzySefdGCE1WPyc2Waprlx40bzxhtvdGQ81e7EiROmJLOvr880zdzrKBwOm08//bR9zX/913+Zksxdu3Y5NcyqMPm5Mk3T/LM/+zPz7/7u75wbVBU777zzzH/7t3+riteU5ysfyWRSe/fu1Zo1a+zbAoGA1qxZo127djk4sur15ptvqqOjQxdccIE+85nP6MiRI04PqeodPnxY/f39Ba+zWCymVatW8Tqbwc6dO7Vo0SJdcskluvvuu3Xq1Cmnh1QVBgcHJUktLS2SpL179yqVShW8ti699FItXbrU96+tyc+V5fvf/75aW1t1+eWXq6enRyMjI04Mr2pkMhk99dRTGh4eVldXV1W8pqruYLlSO3nypDKZjNra2gpub2tr0x/+8AeHRlW9Vq1apa1bt+qSSy7RsWPH9NBDD+ljH/uY3njjDTU2Njo9vKrV398vSdO+zqz7MG7dunW6+eabtWzZMh06dEj/+I//qPXr12vXrl0KBoNOD88x2WxW9913n66++mpdfvnlknKvrUgkoubm5oJr/f7amu65kqRPf/rTOv/889XR0aH9+/frC1/4gg4cOKAf//jHDo7WGb/97W/V1dWlsbExNTQ0aPv27brsssu0b98+x19Tng8fKM769evtj5cvX65Vq1bp/PPP1w9/+EPdfvvtDo4MXnLrrbfaH19xxRVavny5LrzwQu3cuVOrV692cGTO6u7u1htvvEGf1RzM9Fzdeeed9sdXXHGFFi9erNWrV+vQoUO68MILKz1MR11yySXat2+fBgcH9aMf/UgbN25UX1+f08OS5IOG09bWVgWDwSldvMePH1d7e7tDo3KP5uZmvf/979fBgwedHkpVs15LvM7OzQUXXKDW1lZfv87uuecePf/88/r5z3+uJUuW2Le3t7crmUxqYGCg4Ho/v7Zmeq6ms2rVKkny5WsrEonooosu0sqVK9Xb26sVK1boG9/4RlW8pjwfPiKRiFauXKkdO3bYt2WzWe3YsUNdXV0Ojswdzpw5o0OHDmnx4sVOD6WqLVu2TO3t7QWvs3g8rtdee43X2Ry88847OnXqlC9fZ6Zp6p577tH27dv1yiuvaNmyZQX3r1y5UuFwuOC1deDAAR05csR3r62zPVfT2bdvnyT58rU1WTabVSKRqI7XVEXaWh321FNPmdFo1Ny6dav5+9//3rzzzjvN5uZms7+/3+mhVZ2///u/N3fu3GkePnzY/OUvf2muWbPGbG1tNU+cOOH00Bw3NDRkvv766+brr79uSjK/9rWvma+//rr5xz/+0TRN03zkkUfM5uZm89lnnzX3799v3njjjeayZcvM0dFRh0deebM9V0NDQ+bnPvc5c9euXebhw4fNl19+2fzTP/1T8+KLLzbHxsacHnrF3X333WYsFjN37txpHjt2zH4bGRmxr7nrrrvMpUuXmq+88oq5Z88es6ury+zq6nJw1M4423N18OBB8+GHHzb37NljHj582Hz22WfNCy64wLzmmmscHnnlPfDAA2ZfX595+PBhc//+/eYDDzxgGoZh/uxnPzNN0/nXlC/Ch2ma5r/8y7+YS5cuNSORiHnVVVeZu3fvdnpIVemWW24xFy9ebEYiEfNP/uRPzFtuucU8ePCg08OqCj//+c9NSVPeNm7caJpmbrntl770JbOtrc2MRqPm6tWrzQMHDjg7aIfM9lyNjIyYN9xwg7lw4UIzHA6b559/vnnHHXf49peB6Z4nSeYTTzxhXzM6Omr+7d/+rXneeeeZdXV15ic+8Qnz2LFjzg3aIWd7ro4cOWJec801ZktLixmNRs2LLrrI/Id/+AdzcHDQ2YE74LOf/ax5/vnnm5FIxFy4cKG5evVqO3iYpvOvKcM0TbMyNRYAAAAf9HwAAIDqQvgAAAAVRfgAAAAVRfgAAAAVRfgAAAAVRfgAAAAVRfgAAAAVRfgAAAAVRfgAAAAVRfgAAAAVRfgAAAAVRfgAAAAV9X8BTKU+4hBpWNQAAAAASUVORK5CYII=",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "curvilinear_grid = mk.curvilineargrid_get()\n",
    "fig, ax = plt.subplots()\n",
    "curvilinear_grid.plot_edges(ax)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Perform curvilinear grid orthogonalization with a frozen line"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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A1mwtRHtnt8iJiMgasXwQUR8ps0Lhp3TA+YY2vJNZLnYcIrJCLB9E1Iej3A4v9E4+fTerHGfrW0RORETWhuWDiC6TFKPCtFAvdHT14KVthWLHISIrw/JBRJcxTj6Ngp1Ugj1FNdhbzMmnRDR0WD6IqF+hPi54eJpx8umqLZx8SkRDh+WDiK7oiTnj4OuqQOWFVry3/7TYcYjISrB8ENEVOSvs8PyCSADAuswyVF1sFTkREVkDlg8i+lm3j/dDfLAH2js5+ZSIhgbLBxH9LIlEgjWLYiCTSrCzQIesU7ViRyKiEY7lg4iuKlzlgqUJYwAAq7cUwNDFyadEdO1YPohoQJ68dRy8nBU4XdeC9w9UiB2HiEYwlg8iGhBXB3s8vyACAPB2RhmqG9pETkREIxXLBxEN2J03jMakIHe0dXbjz+lFYschohGK5YOIBuzS5FOpBEg7qcHBsjqxIxHRCMTyQUSDEuXnigduCgIArNxSgI6uHpETEdFIw/JBRIO2fF44PJ3kKKtpxkeHzogdh4hGGJYPIho05Sh7PDvfOPn0zT2noNO3i5yIiEYSlg8iuiZ3TfTHhAA3tHR04y+cfEpEg8DyQUTXRCqV4KVFMZBIgM0nqnHkdL3YkYhohBhU+Vi7di0mT54MFxcX+Pj44I477kBJSUmfbdrb25GSkgJPT084OztjyZIl0Ol0QxqaiCxDrL8Sv5wSCMA4+bSrm5NPiejqBlU+srKykJKSgsOHD2P37t3o7OzEvHnz0NLSYtrmqaeewtatW/Hll18iKysL1dXVWLx48ZAHJyLL8My8cLg52qNY24SPs8+KHYeIRgC7wWy8Y8eOPl9v2LABPj4+yM3NxYwZM9DY2Ij3338fGzduxOzZswEAH374ISIjI3H48GHcdNNNQ5eciCyCu5Mcf0yMwPOb8vDG7lNYON4P3i4KsWNZjdaOLrEjkBWxlONpUOXjpxobGwEAHh4eAIDc3Fx0dnZi7ty5pm0iIiIQGBiI7OzsfsuHwWCAwWAwfa3X668n0oDUNhkQ5Hldf3Ui+pF7Jgfg06OVyDvfiFe2F+P/7h4vdiSrMenlDLEjEA25a55w2tPTgyeffBJTp05FTEwMAECr1UIul8PNza3Ptr6+vtBqtf2+z9q1a6FUKk2PgICAa400YDP/NxN3v5uNDw9WQNvISwSJrpdMKsGaRdEAgP8eq0Lu2QsiJyIiS3bN//ufkpKC/Px8HDhw4LoCpKamYvny5aav9Xr9sBcQQQCOnrmAo2cuYPXWQkwKcseCWDWSYlVQK0cN62cTWasbAt1xz6QAfJ5zDi9+U4CtT0yDTCoRO9aI1Pmjibv/+NWNmB7mLWIasiatHV0WcTbtmsrHsmXLsG3bNuzfvx/+/v6m51UqFTo6OtDQ0NDn7IdOp4NKper3vRQKBRQK844PZzw9A5kldUjP0yD37EXk9D7WbCvEjYFuWBCrxoJYNfzcWESIBuOP88OxPV+DQo0eG4+cxQMJY8SONCId/tFlyzeHesFRzmFisi6DGnYRBAHLli3Dpk2bsHfvXgQHB/d5feLEibC3t0dGxg+tqqSkBJWVlUhISBiaxENArRyFh6cF47+P34zDqXOwcmEUJo9xh0QCHKtswMtpRbj5lb24852D+Ne3p1F1sVXsyEQjgqezAn9IDAcAvLazBPXNhqt8B/VnR/4PyxPw7BFZo0HV6ZSUFGzcuBGbN2+Gi4uLaR6HUqnEqFGjoFQq8fDDD2P58uXw8PCAq6srnnjiCSQkJFjslS4qpQN+PTUYv54aDJ2+HdvzNEjP1+K7MxdwvLIBx3vLyPgANyTHqpAUo0aAh6PYsYks1v3xQfjs6DkUavR4dUcJ/npXnNiRRpSOrh5kFHFtJLJugyof69evBwDMnDmzz/MffvghHnroIQDAG2+8AalUiiVLlsBgMCAxMRHvvPPOkIQdbr6uDnhoajAemhqMGn07dhRokXZSg6NnLuD7cw34/lwD/pJejDh/JRbEqpEcyyJC9FOXJp/e9W42Ps85h1/GB2JCgJvYsUaMg2V10LdbxuWQRMNlUOVDEISrbuPg4IB169Zh3bp11xzKEvi4OuDBhDF4MGEMaprasbNAh/STGhypqMfJqkacrDJeUhg7Wtk7R0SFIE8nsWMTWYRJYzyw+MbR+PrYeazYnI9Nv5vK4YMBSsvTiB2BaNhxFtMA+Lg44IGbgvDATUGobTJgZ4EW2/M1yC6vR975RuSdb8RfdxQj2s/VdEZkjBeLCNm21KRI7C7Q4WRVIz7/7hzuiw8UO5LF6+jqwc6C/pclILImLB+D5O2iwK9uCsKvbgpCfbPBeEYkT4Ps0/UoqNajoFqP13aWIFLtiuRYFRbEqhHi7Sx2bCKz83ZR4Klbw7BmWyFe3VmMpBgV3J3kYseyaAfKatHU3gVvFwVqmzhZl6wX72p7HTydFbgvPhD//m08vvvTXLyyOBbTx3lBJpWgSKPH/+46hdn/l4X5b+7H2xmlKKtpFjsykVk9mBCEcF8XNLR24n93lVz9G2zctpPGIZfEaF+RkxANL5aPIeLhJMe9UwLxycPxyPnTXPx1SSxuCfOGnVSCYm0T/m/3Kcx9PQuJb+zH3/aUoqymSezIRMPOTiY1rXy68Wgl8qoaRU5kuQxd3dhdYLzKZX50/+siEVkLDrsMA3cnOe6ZHIh7JgeiobUDuwqNQzMHy+pQomtCia4Jb+w5hXE+zsY5InFqhPm6iB2baFjEh3hi0QQ/bD5RjRVb8vHfx26GlJNPL/PtqTo0GbqgcnXg1UFk9Vg+hpmboxx3TwrA3ZMC0Njaid1FxiLybWktSmua8beMUvwtoxShvUVkQawK4b4ukEj4y5msx/MLIrGnUIfjlQ346lgV7p40/PdwGmkuXeWyIFbNckZWj+XDjJSO9rhroj/umuiPxrZO7CnUYXu+BvtP1aGsphlvZZTirYxShHg7Ibl3ifcIFYsIjXy+rg74/dxx+Et6Mf66vRiJUSooHe3FjmUx2ju7sbvQOOSSHMchF7J+LB8iUY6yx5KJ/lgy0R/69k5kFOmQdlKL/aW1OF3bgrf3luHtvWUI8XJCUu9VM1FqVxYRGrF+PTUYX+RUoaymGa/vLsHqRTFiR7IY+0/VotnQBbXSATcEuKO9q1vsSETDiuXDArg62OPOG/xx5w3+aGrvxN7iGqSd1CDzVC1O17Vg3b5yrNtXjjGejqab3kX7sYjQyGIvk2L17dG4/19H8Mnhs7hnciCi/FzFjmUR0jnkQjaG5cPCuDjYY9GE0Vg0YTSaDV3IKNJhe54W+0pqcKa+Fe9kluOdzHIEeToiKca4oFnMaBYRGhmmhnohOVaNtDwNVm7Jxxf/k2Dzx27fIRe1yGmIzIPlw4I5K+xMRaTF0IW9xTVIz9NgX0kNzta34t2scrybVY4Aj1FYEGM8IxLnr7T5X+Zk2f6UHIm9xTX47sxFbDp+Hotv9Bc7kqiyTtWipaMbo91G4QZe5UI2guVjhHBS2GHheD8sHO+H1o4u7CuuRXqeBnuLa3DuQhv+sf80/rH/NPzdR2FBrBpJMSpMCHBjESGL4+c2Cstmh+K1nSX4S3oxbo3yhYuD7U4+TTt5achFxZ9XshksHyOQo9wOyXHG9UFaO7qQWfJDEam62IZ/7j+Nf+4/jdFuo5AUo8KCODVuYBEhC/Lb6cH4KrcKFXUteHNPKV68LUrsSKJo7+zGnqJLQy5+IqchMh+WjxHOUW5nmoTa1tGNrFM1SMvTIqNIh/MNbfjXgQr860AF/JQOmB+jRnKcCjcEuHNSG4lKYSfDqtujsfSDo9hw6AzunhSAcJXtLbSXWVKD1t4hl/H+SrHjEJkNy4cVGSWXYX6MGvNj1Gjv7EZmSS2252uwp1CH6sZ2fHCwAh8crIDK1cF0+e7EQBYREsctYd6YF+WLXYU6rNySj08fucnmzs5dupdLcpza5v7uZNtYPqyUg70M82NUmB+jQntnN/afMg7N7CmqgVbfjg8PnsGHB8/A11WBpN7JqpOCWETIvF68LQpZp2px+PQFbD2pwe3jbWfooa2jGxlFNQCA5Fhe5UK2heXDBjjYyzAvWoV50cYicqC0Dul5Guwu1EGnN2DDoTPYcOgMfFwUmB9jPCMyeYwHZCwiNMwCPByRMisUr+8+hT+nFWJ2hA+cFbbxa2lfSQ3aOrvh7z4KcRxyIRtjGz/lZOJgL8PcKF/MjfKFoctYRNJ6i0hNkwEfZ5/Fx9ln4e2iwPxoYxGZEswiQsPn0Rkh+Cq3CpUXWvH23lKkJkWKHcksLt3LhUMuZItYPmyYwk6GOZG+mBPpi46uHhwsMxaRXQVa1DYZ8Mnhs/jk8Fl4OcuRGK1Ccm8RsZNJxY5OVsTBXoaVC6Pw8Ec5eP/bCvxiYgBCfZzFjjWsWju6sLd3yOW2WNsZaiK6hOWDAAByOylmRfhgVoQPOu6MxaFy49DMzgId6po78J8jlfjPkUp4OsmRGGMsIvEsIjRE5kT6Yk6EDzKKa7BqSwE+eXiKVZ8N2Fdci7bObgR6OCJmNJeYJ9vD8kGXkdtJMTPcBzPDffDnO3twqLwe6Sc12FmoRX1LBzYeqcTGI5XwcJIjMdoXC2LVSAjxZBGh67JiYRS+LavDgbI67MjXIsmKJ2Gm5VUD4JAL2S6WD/pZ9jIpbgnzxi1h3ni5OwaHT9ebzohcaOnAp0fP4dOj5+DuaI95UcYFzW4e6wl7FhEapCBPJzw2IwRv7S3DS9sKcUu4Nxzl1vcr6tKtEgBe5UK2y/p+smnY2MukmD7OG9PHeeOlRT04UnEBaXka7Mw3nhH5POccPs85BzdHe8yLMp4RuXmsF+R2LCI0MI/PDMV/j53H+YY2rNtXhmcSI8SONOT2FtegvbMHQZ6OiOZdfclGsXzQNbGTSTE11AtTQ72w5vZoHL1URAq0qGvuwBc5VfgipwrKUfa4NcoXybFqTA1lEaGfN0ouw4qFUfifT3Lx3v4K3DUxAMFeTmLHGlKX7uWSHMshF7JdLB903exkUtwc6oWbQ72wZlEMjlZcQHqeBtvztahrNuCr3Cp8lVsFFwc7UxGZNs4LCjuZ2NHJAs2L8sWMMG/sP1WLVVsKsOHXk63mH+lmQxf2lfQOucRxyIVsF8sHDSmZVIKEsZ5IGOuJVbdHI+fMD0WkpsmAr4+dx9fHzhuLSKRxaGbaOC842LOIkJFEIsGqhVFIfHM/sk7VYnehDvOiVWLHGhIZRToYunoQ7OWEKDWHXMh2sXzQsJFJJYgP8UR8iCdWLoxGztmLvUVEA53egK+Pn8fXx8/DWWGHuZE+WBCrxowwbxYRQoi3Mx6ZHoJ3MsuxZluh1RwXHHIhMmL5ILOQSiWYEuyBKcEeWHFbFI5VXkRangbb87TQ6tvxzYlqfHOiGs4KO8yJ9EFSjBozw63jHxy6Nstmh2LT8fOoutiG9ZnleOrWMLEjXZdmQxcyT9UC4JALEcsHmZ1UKsGkMR6YNMYDLyZH4fi5i0jP02J7ngbVje3YfKIam09Uw0kuw+xIXyTHqnBLmA9GyVlEbImj3A4vJEchZeMxrM8qx5Ib/RHo6Sh2rGuWUaRDR1cPQrydEKFyETsOkahYPkhUUqkEE4M8MDHIA39aEIkTVQ1IP2mcI3K+oQ1bv6/G1u+r4SiXYVaED5Jj1ZgVziJiKxbEqjA11BMHy+qxZlsB/rV0stiRrtm23iGX2zjkQsTyQZZDKpXgxkB33Bjojj8lR+L7qkak52mQdlKD8w1tSDtp/PMoexlmR/ggKVaF2RE+VrkQFRlJJBKsvj0a89/8FnuKarC3WIfZEb5ixxq0pvZOZJVcGnLhvVyI+FubLJJEIsGEADdMCHBDalIETlY1Ij1fg/Q8Dc5daENangZpeRo42EsxK9w4WXV2hA+cbOR27LYk1McFv5kWjH/uP43VWwtx89iRd3XUniIdOrp7MNbbCWG+1n3TPKKB4G9qsngSiQTjA9wwPsANz82PQP55PdLyjEWk8kIrtudrsT1fC4WdFDPDvbEgVo05kb5wZhGxGv9vzjh8c/w8zta34r39p/HEnHFiRxoU01UucX4cciECyweNMBKJBLH+SsT6K/Hs/HAUVOuR3ltEztS3YmeBDjsLdMab44VdKiI+cHGwFzs6XQdnhR3+lByJ3392Ausyy3DnjaPh7z4yJp82tnVi/6k6AMBtvMqFCADLB41gEokEMaOViBmtxDOJ4SjU6LE9T4v0PA1O17VgV6EOuwqNRWTGOG8kx6kwJ9IXriwiI9Lt4/2w8UgljlRcwMvbivDuAxPFjjQgewqNQy7jfJwR5surXIgAlg+yEhKJBNF+SkT7KfH0vDAUa5uMk1XzNDhd24I9RTrsKdJBLpNi+jgvLIhVY26UL5SjWERGColEgjWLYrDgrW+xo0CL/adqMSPMW+xYV5WWd2nIhWc9iC5h+SCrI5FIEKl2RaTaFctvDcMpXbNpjkhZTTMyimuQUVwDe5kE08d5IylGhXlRKigdWUQsXbjKBUsTxuCDgxVYtaUA25+cbtH3CGps68S3pb1XucSyfBBdwvJBVk0ikSBc5YJwlUtvEWkyzRE5pWvG3uIa7C2uwfOyPEwNNZ4RmRflCzdHudjR6QqevHUctnxfjdN1LfjgwBk8PnOs2JGuaHehDp3dAsJ9XTCOQy5EJiwfZFPCfF0Q5uuCJ+eGoaymCWknjXNESnRNyCypRWZJLZ6XSnBzqBeSY41nRNydWEQsiauDPVKTIvD0l9/j7b2luOMGP6iVo8SO1a+0k9UAOORC9FNSsQMQiSXUxwW/nzsOO5+agT3Lb8HTt4YhQuWCrh4B+0/V4tn/5mHSn/fggfeP4NOjlbjQ0iF2ZOq1+MbRmBTkjtaObrycViR2nH41tnbi21LjVS4LOORC1AfLBxGAUB9nPDFnHHY8OQN7n74FzySGI0rtiu4eAd+W1iH16zxM/vMe/OpfR7DxSCXqmw1iR7ZpEokEqxdFQyoxrqFxqKxO7EiX2VmoRVePgAiVC0J9uLAY0Y+xfBD9RIi3M1JmhSL999Ox7w8z8UxiOKL9jEXkQFkdnt9kLCL3vXcY/z58FnUsIqKI9lPiVzcFAQBWbilAZ3ePyIn6Mi0sxrMeRJfhnA+inxHs5YSUWaFImRWKs/UtSO9dRyTvfCMOldfjUHk9VmzOR3ywJxbEqpAYo4KPi4PYsW3G07eGY9tJDUprmrHh4Bk8MiNE7EgAgIstHTjYezZmAed7EF2GZz6IBijI0wmPzxyLrU9Mw/5nZiE1KQLj/ZXoEYDs0/V4cXMB4v+SgXv+kY2Ps8+gRt8udmSrp3S0x7PzwwEAb+45ZTH7fFfvkEuk2hVjvTnkQvRTLB9E1yDQ0xH/c8tYbF42Dd/+cRaeXxCB8QFuEATgSMUFrNhcgPi1Gbj73WxsOFgBnYX8o2iNfjExABMC3NDS0Y2/pFvG5NNtvUMuXE6dqH+DLh/79+/HwoUL4ednvEHSN9980+f1hx56CBKJpM9j/vz5Q5WXyOIEeDji0RljsTllKg48OwsvJEfihkBjETl65gJWbS3ETWsz8It3D+GDAxXQNrKIDCWpVII1i6IhkQDfnKjGkdP1oua52NKBQ+XGDLzKhah/gy4fLS0tGD9+PNatW3fFbebPnw+NRmN6fPrpp9cVkmik8Hd3xG+nh2DT76bi4HOz8UJyJG7sLSLfnbmINduMRWTJ+kN4/0AFqhvaxI5sFeL83XDv5EAAxsmnXSJOPt1ZoEV3j4BoP1cEezmJloPIkg16wmlSUhKSkpJ+dhuFQgGVSnXNoYiswWi3Ufjt9BD8dnoINI1tppve5Zy9iNzex0vbCnFDoBuSY9VIilVjtJtlLpY1EvwxMRzb8zUo1jbhk8Nn8eupwaLkuHQvF571ILqyYZnzkZmZCR8fH4SHh+Pxxx9Hff2VT4MaDAbo9fo+DyJro1aOwm+mBeOrx2/G4dQ5WLkwClPGeEAiAY5XNuDltCJMfWUv7lh3EO/tP41zF1rFjjziuDvJ8UyicfLp67tOobbJ/JdA1zcbTEMuvMSW6MqGvHzMnz8fH3/8MTIyMvDXv/4VWVlZSEpKQnd3d7/br127Fkql0vQICAgY6khEFkWldMCvpwbji8cScDh1DlbfHo0pwcYicuJcA/6cXoTpr+7Dor8fwD+yyllEBuHeyYGIGe2KJkMXXtlebPbP31mgQ3ePgJjRrhjDIReiKxrydT7uvfde059jY2MRFxeHsWPHIjMzE3PmzLls+9TUVCxfvtz0tV6vZwEhm+Hr6oClN4/B0pvHoKapHTvztUjL0+BoxQV8X9WI76sasXZ7MWJHK7EgVo3kWDUCPR3Fjm2xZFIJ1iyKweJ3DuG/x6pwX3wAJgZ5mO3z0/J67+US62e2zyQaiYZ9kbGQkBB4eXmhrKys3/KhUCigUCiGOwaRxfNxccADCWPwQMIY1DYZsKNAi+15Ghw+XY+8843IO9+Iv+4oRsxoVyyIVWNBjJr/d92PGwPdcfckf3yRU4UVmwuwZdk0yKSSYf/cumYDsjnkQjQgw14+qqqqUF9fD7WaP4xEA+XtosADNwXhgZuCUNdswM4C42TV7PJ65J/XI/+8Hq/uKEGU2hXJcWosiFXzyoofeXZ+BHbka1FQrcfGI2fxQMKYYf/MHfla9AhAnL+SZ6eIrmLQ5aO5uRllZWWmrysqKnDixAl4eHjAw8MDq1evxpIlS6BSqVBeXo4//vGPCA0NRWJi4pAGJ7IVXs4K3B8fhPvjg1DfbMCuQh3S8zQ4VF6PQo0ehRo9XttZggiVC5Jj1VgQp7b5VTU9nRV4el44Vm4pwGs7S7AgVg1P5+E9w8p7uRAN3KDLR05ODmbNmmX6+tJ8jaVLl2L9+vU4efIkPvroIzQ0NMDPzw/z5s3DSy+9xKEVoiHg6azAL6cE4pdTAnGhpQO7CrRIz9fiUFkdirVNKNY24f92n0KEysU4NBOrQqiPi9ixRXF/fCA+++4cinrL2StL4obts2qbDDhSwYXFiAZq0OVj5syZEAThiq/v3LnzugIR0cB4OMlx75RA3DslEBdbOrC7UIe0PA0O/qiIvL77FMJ8nU2TVcf52k4RsZNJ8dKiaNz1bjY+zzmHe6cEYkKA27B81o4C45DL+AA3BHhwyIXoanhXWyIr4O4kx92TA3D35AA0tnZiV6FxjsiBsjqc0jXjlK4Ub+4pRajPD0UkzNcZEsnwT8QU06QxHlh8w2h8ffw8VmzOxze/mwrpMEw+TTt56SoXLq5INBAsH0RWRuloj19MCsAvJhmLyO4iHbbnafBtaR3KaprxVkYp3sooxVhvJ9PKqhEqF6stIs8tiMDuQh1OVjXi85xz+OWUwCF9/5qmdhypuACAQy5EA8XyQWTFlI72uGuiP+6a6A99eyf29E5W3X+qDuW1LXhrbxne2luGEC+n3jkiakSqrauI+Lg44Mlbw/DStkK8uqMYSTEquDnKh+z9d+RrIQjAhAA3+LtzyIVoIFg+iGyEq4M9Ft/oj8U3GovI3qIapOVpkHWqFqfrWvD3fWX4+74yBHs5ISlGhQWxakT7uVpFEXkwIQiff1eJU7pm/O+uErx8R+yQvfe23qtcbovjWQ+igWL5ILJBrg72uOOG0bjjhtFoau/E3uIapOdpkFlSi4q6FryTWY53MssR5OloWtAsZvTILSL2MinWLIrBvf88jP8cqexdhl153e+r07fjuzPGIZckDrkQDRjLB5GNc3Gwx6IJo7Fowmg0G7qMReSkBvtKanC2vhXrM8uxPrMcgR6OSIpVITlWjdjRyhFXRG4K8cTt4/2w5ftqvLg5H/997Obrnny6PU8DQQBuDHTjHYmJBoHlg4hMnBV2uH28H24f74cWQxf2lRjPiOwtrkHlhVb8I+s0/pF1Gv7uo0xzRMb7j5wi8vyCSGQU6XC8sgH/PVaFX0y6vvtIpeX1LiwWx3u5EA0GywcR9ctJYYfb4vxwW5wfWju6sK+4Fun5GuwtqkHVxTb8c/9p/HP/aYx2G4UFscY5IhMC3Cy6iKiUDvh/c8Zh7fZivLK9GPOiVVCOsr+m99I2tiPn7EUAwAJeYks0KCwfRHRVjnI7JMepkRynRltHNzJLjJNV9xbX4HxDG977tgLvfVsBP6UDknrPiNwQ4DYsa2pcr19PDcYXOedQXtuCN3afwqrbo6/pfbbnG4dcJga5Q63kkAvRYLB8ENGgjJLLkNS7Pkh7ZzcyS2qRnqdBRpEO1Y3teP9ABd4/UAG10gFJMcYl3m8MdLeYIiK3k2L17TH41ftH8HH2Gdw9KQBRfq6Dfh/ey4Xo2rF8ENE1c7CXYX6MCvNjVGjv7EbWqVpsz9NgT1ENNI3t+OBgBT44WAGVqwPmx6iQHKfGRAsoItPGeWFBrArpeVqs3JKPL/4nYVDDRZrGth8NubB8EA0WywcRDQkHexkSo1VIjDYWkW9L65Cep8GeQh20+nZsOHQGGw6dgY+LwrSOyKQxHpCJVEReSI7CvuJafHfmIr45cR533uA/4O9Nz9MCACaPcYdK6TBcEYmsFssHEQ05B3sZbo3yxa1RvjB0deNAaR3S8jTYXahDTZMBH2WfxUfZZ+H9oyIy2cxFxM9tFJbNDsVrO0vwl/RizI30hYvDwCaf/nAvF571ILoWLB9ENKwUdjLMifTFnEhjETlYVoe0k1rsLtSitsmAj7PP4uPss/ByVmB+jC8WxKoRH+xpliLy2+nB+Cq3ChV1LfjbnlK8cFvUVb/nfEMbjlU2QCLhwmJE14rlg4jMRmEnw+wIX8yO8EVHVywOltch/aQGuwp1qGs24N+HK/Hvw5XwcpZjXrRxQbP4YA/YyaTDlmflwig89OF3+PDQGdw9OQBhvi4/+z3be9f2mDzGA76uHHIhuhYsH0QkCrmdFLPCfTAr3Ad/6e7BofJ6pJ/UYGehFnXNHdh4pBIbj1TC0+mHInJTyNAXkZnhPpgX5YtdhTqs2JyPTx+56Wcnn/JeLkTXj+WDiERnL5PiljBv3BLmjZe7Y5BdXo/0PA12FmhR39KBT49W4tOjlXB3tEditHGOSMJYT9gPURF58bYoZJ2qxeHTF7DtpAYLx/e/YmnVxVacOGcccpkfw4XFiK4VywcRWRR7mRQzwrwxI8wbL98Rg8OnLyCtt4hcaOnAZ9+dw2ffnYOboz3mRRnniEwN9bquIhLg4YjfzQzFG3tO4c9pRZgd4QMnxeW/Hrf3XuUyZYwHfFw45EJ0rVg+iMhi2cmkmDbOC9PGeeGlRdE4UnHBdEakrrkDX+RU4YucKihH9RaRODWmjvWC3G7wReR/bgnBf49VofJCK97aW4rUpMjLttmWxyEXoqHA8kFEI4KdTIqpoV6YGuqFNYticKTCODSzI984WfXL3Cp8mVsFVwc73BqlQnKcCtNCvQdcRBzsZVhxWxR++3EOPjhQgV9MDECoj7Pp9XMXWvH9uQZIJUAih1yIrgvLBxGNODKpBDeP9cLNY72w+vYYfHfGeEZke77x8t3/HqvCf49VwcXBDrdGGodmpod5QWEn+9n3nRvli9kRPthbXIPVWwvw8W+mmCafpvee9YgP9uSQC9F1YvkgohFNJpXgphBP3BTiiZULo5HzoyJS02TA18fP4+vj5+GisMPc3jki08d5wcG+/yKycmEUDpTW4dvSOuzI15rW8kjrLR/JHHIhum4sH0RkNWRSCeJDPBHfW0RyKy8i7aQG2/M10OkN2HT8PDYdPw9nhR3mRPpgQawat4R59ykiQZ5O+J9bQvD23jK8tK0Qt4R7o66pAyerGiHlVS5EQ4Llg4isklQqweQxHpg8xgMrbovCscqLSM/TYnu+BprGdmw+UY3NJ6rhJDeuwLogVoWZ4T5wsJfhdzND8fWx8zjf0IZ39pWbrnxJGOsJL2eFyH8zopGP5YOIrJ5UKsGkMR6YNMYDLyRH4vi5BuPQTJ4G1Y3t2PJ9NbZ8Xw1HuQyzI3yQHKvGs/Mj8P8+O45/7j+NIC9HAEBybP/rfxDR4LB8EJFNkUolmBjkjolB7nghORIneotIep4W5xvasO2kBttOajDKXgYvZznqmjtQqmuGTCpBYrSv2PGJrALLBxHZLIlEghsC3XFDoDueXxCJ76sa8c2x80jL06C22YC2zm7TtjcEuMGTQy5EQ4Llg4hskiAIOHehDYWaRhRqmlBYrUeRRo/zDW2XbTttrCdeWHj1O94S0cCwfBCR1Wvv7MYpXROKNHoUVutRqNGjWNOEJkNXv9v7u49ClNoVUX6uiFS5IC7ADWrlKDOnJrJeLB9EZFXqmg19SkaRRo/y2hZ09wiXbSuXSRGmckaU2hWRaldEqV0RoXaFcpS9CMmJbAfLBxGNSN09As7Ut5iGSwp7C0dNk6Hf7T2c5L0lwwVRfq6IUisR4u00ZHfGJaKBY/kgIovXYuhCsbapT8ko0Tb1mRB6iUQCBHs6Gc9k+Lmazmr4uipMS6UTkbhYPojIYgiCgJomg2nIpFCjR1G1HhX1LRAuHzWBg70UEareuRmXhk1ULqZFwYjIMvEnlIhE0dndg9O1LSjUNKKo92qTQo0eF1o6+t3ex0XRp2RE+blijKcTZFKezSAaaVg+iGjY6ds7UfTjuRkaPU7pmtHR1XPZtjKpBGO9nfqUjEi1K5c1J7IiLB9ENGQEQcD5hrY+V5oUavQ4d+HytTMAwFlhZ5wAeulqEz9XhPm6XPGOs0RkHVg+iOiaGLq6Uapr/qFk9J7Z0Lf3v3bGaLdRvWczfrjaxN99FKQcNiGyOSwfRHRVF1s6+pSMQo0eZTXN6Opn7Qx7mQTjfFx+crWJC9wc5SIkJyJLxPJBRCY9PQIqL7SaLme9VDg0je39bq8cZW+al3Fp6CTUxxlyO66dQURXxvJBZKPaOrpRomvqs0hXsUaPlo7L184AgCBPxz4rgUb5uUKtdODaGUQ0aCwfRDagpqm9t2Q09Z7VaERFXQv6GTWBwk6KCFXfYZNwlQtcHLjkOBENDZYPIivS1d2DM/UtKKj+YSXQIk0T6pr7X3Lcy1nep2REqV0R7OUEOy45TkTDiOWDaIRqNnShWKPvMxG0WNsEQz9rZ0gkQIiXE6L8lKZLW6P8XOHj4iBCciKydSwfRBZOEARoGtv73kBNo8fZ+tZ+t3eUyxB56QZqaiWi/FwR7uuCUXKunUFEloHlg8iCdHT1oLy2+Yd7m1TrUaTVo6G1s9/tVa4OPwyZ9K4EGuThyLUziMiiDbp87N+/H6+99hpyc3Oh0WiwadMm3HHHHabXBUHAypUr8d5776GhoQFTp07F+vXrMW7cuKHMTTTiNbZ2/nDztN6iUVrThM7uy2eB2kklCPVx7rMSaKTaFR5OXDuDiEaeQZePlpYWjB8/Hr/5zW+wePHiy15/9dVX8dZbb+Gjjz5CcHAwXnzxRSQmJqKwsBAODhxfJtsjCALOXWhDoaYRhZofLm0939D/kuMuDnZ9SkaU2hXjfJ2hsOOwCRFZh0GXj6SkJCQlJfX7miAIePPNN/HCCy9g0aJFAICPP/4Yvr6++Oabb3DvvfdeX9oh0trR//LPRNervbMb5TUtKNYaC0aJthklWj2ar7B2hp+bAyJUxvkZ4b4uiFC5YrT75WtndPcIPG5tyI//W/O/Ow0lSzmehnTOR0VFBbRaLebOnWt6TqlUIj4+HtnZ2f2WD4PBAIPhh8sA9Xr9UEbq16SXM4b9M4gGorqhHdUN7dhbXCN2FLJQ/H1F1mhIL+bXarUAAF9f3z7P+/r6ml77qbVr10KpVJoeAQEBQxmJiIiILIzoV7ukpqZi+fLlpq/1ev2wF5CcF+bAUS76X52sQGtHl+n/TN+8ZzzG+7vDx1XOJcfpuvz4uOLvKxpKPz62xDSkR7RKpQIA6HQ6qNVq0/M6nQ4TJkzo93sUCgUUCsVQxrgqR7kdf5hpyM2LVvG4oiHH31dkjYZ02CU4OBgqlQoZGT+0Kr1ejyNHjiAhIWEoP4qIiIhGqEHX6ebmZpSVlZm+rqiowIkTJ+Dh4YHAwEA8+eSTePnllzFu3DjTpbZ+fn591gIhIiIi2zXo8pGTk4NZs2aZvr40X2Pp0qXYsGED/vjHP6KlpQWPPvooGhoaMG3aNOzYsYNrfBARERGAaygfM2fOhCD0cx/uXhKJBGvWrMGaNWuuKxgRERFZJ943m4iIiMyK5YOIiIjMiuWDiIiIzIrlg4iIiMyK5YOIiIjMiuWDiIiIzIrlg4iIiMyK5YOIiIjMiuWDiIiIzIrlg4iIiMyK5YOIiIjMiuWDiIiIzIrlg4iIiMyK5YOIiIjMiuWDiIiIzIrlg4iIiMyK5YOIiIjMiuWDiIiIzIrlg4iIiMyK5YOIiIjMiuWDiIiIzIrlg4iIiMyK5YOIiIjMiuWDiIiIzIrlg4iIiMyK5YOIiIjMiuWDiIiIzIrlg4iIiMyK5YOIiIjMiuWDiIiIzIrlg4iIiMyK5YOIiIjMiuWDiIiIzIrlg4iIiMyK5YOIiIjMiuWDiIiIzIrlg4iIiMyK5YOIiIjMiuWDiIiIzIrlg4iIiMyK5YOIiIjMiuWDiIiIzIrlg4iIiMyK5YOIiIjMiuWDiIiIzGrIy8eqVasgkUj6PCIiIob6Y4iIiGiEshuON42OjsaePXt++BC7YfkYIiIiGoGGpRXY2dlBpVINx1sTERHRCDcscz5KS0vh5+eHkJAQ3H///aisrLzitgaDAXq9vs+DiIiIrNeQl4/4+Hhs2LABO3bswPr161FRUYHp06ejqamp3+3Xrl0LpVJpegQEBAx1JCIiIrIgQ14+kpKS8Itf/AJxcXFITExEeno6Ghoa8MUXX/S7fWpqKhobG02Pc+fODXUkIiIisiDDPhPUzc0NYWFhKCsr6/d1hUIBhUIx3DGIiIjIQgz7Oh/Nzc0oLy+HWq0e7o8iIiKiEWDIy8cf/vAHZGVl4cyZMzh06BDuvPNOyGQy/PKXvxzqjyIiIqIRaMiHXaqqqvDLX/4S9fX18Pb2xrRp03D48GF4e3sP9UcRERHRCDTk5eOzzz4b6rckIiIiK8J7uxAREZFZsXwQERGRWbF8EBERkVmxfBAREZFZsXwQERGRWbF8EBERkVmxfBAREZFZsXwQERGRWbF8EBERkVmxfBAREZFZsXwQERGRWbF8EBERkVmxfBAREZFZsXwQERGRWbF8EBERkVmxfBAREZFZsXwQERGRWbF8EBERkVmxfBAREZFZsXwQERGRWbF8EBERkVmxfBAREZFZsXwQERGRWbF8EBERkVmxfBAREZFZsXwQERGRWbF8EBERkVmxfBAREZFZsXwQERGRWbF8EBERkVmxfBAREZFZsXwQERGRWbF8EBERkVmxfBAREZFZsXwQERGRWbF8EBERkVmxfBAREZFZsXwQERGRWbF8EBERkVmxfBAREZFZsXwQERGRWbF8EBERkVmxfBAREZFZsXwQERGRWbF8EBERkVkNW/lYt24dxowZAwcHB8THx+Po0aPD9VFEREQ0ggxL+fj888+xfPlyrFy5EseOHcP48eORmJiImpqa4fg4IiIiGkHshuNNX3/9dTzyyCP49a9/DQB49913kZaWhg8++ADPPffccHzkoLR2dIkdgazEj48lHlc0VHhc0XCxlONpyMtHR0cHcnNzkZqaanpOKpVi7ty5yM7Ovmx7g8EAg8Fg+lqv1w91pMtMejlj2D+DbA+PKxoOPK7IGg35sEtdXR26u7vh6+vb53lfX19otdrLtl+7di2USqXpERAQMNSRAACOcjuceSV5WN6biIhoJDnzSjIc5cMy+DEg4n1yr9TUVCxfvtz0tV6vH7YCAgCFaxKH7b2JiIjo6oa8fHh5eUEmk0Gn0/V5XqfTQaVSXba9QqGAQqEY6hhXJGbTIyIiomEYdpHL5Zg4cSIyMn4Yp+zp6UFGRgYSEhKG+uOIiIhohBmW0wDLly/H0qVLMWnSJEyZMgVvvvkmWlpaTFe/EBERke0alvJxzz33oLa2FitWrIBWq8WECROwY8eOyyahEhERke2RCIIgiB3ix/R6PZRKJRobG+Hq6ip2HCIiIhqAwfz7zXu7EBERkVmxfBAREZFZsXwQERGRWbF8EBERkVmxfBAREZFZsXwQERGRWbF8EBERkVmxfBAREZFZsXwQERGRWVncLV4vLbiq1+tFTkJEREQDdenf7YEsnG5x5aOpqQkAEBAQIHISIiIiGqympiYolcqf3cbi7u3S09OD6upquLi4QCKRDOl76/V6BAQE4Ny5c7xvzFVwXw0c99XAcV8NHPfV4HB/Ddxw7StBENDU1AQ/Pz9IpT8/q8PiznxIpVL4+/sP62e4urry4Bwg7quB474aOO6rgeO+Ghzur4Ebjn11tTMel3DCKREREZkVywcRERGZlU2VD4VCgZUrV0KhUIgdxeJxXw0c99XAcV8NHPfV4HB/DZwl7CuLm3BKRERE1s2mznwQERGR+Fg+iIiIyKxYPoiIiMisWD6IiIjIrGymfKxbtw5jxoyBg4MD4uPjcfToUbEjWaRVq1ZBIpH0eURERIgdyyLs378fCxcuhJ+fHyQSCb755ps+rwuCgBUrVkCtVmPUqFGYO3cuSktLxQkrsqvtq4ceeuiy42z+/PnihBXZ2rVrMXnyZLi4uMDHxwd33HEHSkpK+mzT3t6OlJQUeHp6wtnZGUuWLIFOpxMpsXgGsq9mzpx52bH12GOPiZRYPOvXr0dcXJxpIbGEhARs377d9LrYx5RNlI/PP/8cy5cvx8qVK3Hs2DGMHz8eiYmJqKmpETuaRYqOjoZGozE9Dhw4IHYki9DS0oLx48dj3bp1/b7+6quv4q233sK7776LI0eOwMnJCYmJiWhvbzdzUvFdbV8BwPz58/scZ59++qkZE1qOrKwspKSk4PDhw9i9ezc6Ozsxb948tLS0mLZ56qmnsHXrVnz55ZfIyspCdXU1Fi9eLGJqcQxkXwHAI4880ufYevXVV0VKLB5/f3+88soryM3NRU5ODmbPno1FixahoKAAgAUcU4INmDJlipCSkmL6uru7W/Dz8xPWrl0rYirLtHLlSmH8+PFix7B4AIRNmzaZvu7p6RFUKpXw2muvmZ5raGgQFAqF8Omnn4qQ0HL8dF8JgiAsXbpUWLRokSh5LF1NTY0AQMjKyhIEwXgc2dvbC19++aVpm6KiIgGAkJ2dLVZMi/DTfSUIgnDLLbcIv//978ULZcHc3d2Ff/3rXxZxTFn9mY+Ojg7k5uZi7ty5puekUinmzp2L7OxsEZNZrtLSUvj5+SEkJAT3338/KisrxY5k8SoqKqDVavscZ0qlEvHx8TzOriAzMxM+Pj4IDw/H448/jvr6erEjWYTGxkYAgIeHBwAgNzcXnZ2dfY6tiIgIBAYG2vyx9dN9dcl//vMfeHl5ISYmBqmpqWhtbRUjnsXo7u7GZ599hpaWFiQkJFjEMWVxN5YbanV1deju7oavr2+f5319fVFcXCxSKssVHx+PDRs2IDw8HBqNBqtXr8b06dORn58PFxcXseNZLK1WCwD9HmeXXqMfzJ8/H4sXL0ZwcDDKy8vx/PPPIykpCdnZ2ZDJZGLHE01PTw+efPJJTJ06FTExMQCMx5ZcLoebm1ufbW392OpvXwHAfffdh6CgIPj5+eHkyZN49tlnUVJSgq+//lrEtOLIy8tDQkIC2tvb4ezsjE2bNiEqKgonTpwQ/Ziy+vJBg5OUlGT6c1xcHOLj4xEUFIQvvvgCDz/8sIjJyJrce++9pj/HxsYiLi4OY8eORWZmJubMmSNiMnGlpKQgPz+f86wG4Er76tFHHzX9OTY2Fmq1GnPmzEF5eTnGjh1r7piiCg8Px4kTJ9DY2IivvvoKS5cuRVZWltixANjAhFMvLy/IZLLLZvHqdDqoVCqRUo0cbm5uCAsLQ1lZmdhRLNqlY4nH2bUJCQmBl5eXTR9ny5Ytw7Zt27Bv3z74+/ubnlepVOjo6EBDQ0Of7W352LrSvupPfHw8ANjksSWXyxEaGoqJEydi7dq1GD9+PP72t79ZxDFl9eVDLpdj4sSJyMjIMD3X09ODjIwMJCQkiJhsZGhubkZ5eTnUarXYUSxacHAwVCpVn+NMr9fjyJEjPM4GoKqqCvX19TZ5nAmCgGXLlmHTpk3Yu3cvgoOD+7w+ceJE2Nvb9zm2SkpKUFlZaXPH1tX2VX9OnDgBADZ5bP1UT08PDAaDZRxTZpnWKrLPPvtMUCgUwoYNG4TCwkLh0UcfFdzc3AStVit2NIvz9NNPC5mZmUJFRYVw8OBBYe7cuYKXl5dQU1MjdjTRNTU1CcePHxeOHz8uABBef/114fjx48LZs2cFQRCEV155RXBzcxM2b94snDx5Uli0aJEQHBwstLW1iZzc/H5uXzU1NQl/+MMfhOzsbKGiokLYs2ePcOONNwrjxo0T2tvbxY5udo8//rigVCqFzMxMQaPRmB6tra2mbR577DEhMDBQ2Lt3r5CTkyMkJCQICQkJIqYWx9X2VVlZmbBmzRohJydHqKioEDZv3iyEhIQIM2bMEDm5+T333HNCVlaWUFFRIZw8eVJ47rnnBIlEIuzatUsQBPGPKZsoH4IgCG+//bYQGBgoyOVyYcqUKcLhw4fFjmSR7rnnHkGtVgtyuVwYPXq0cM899whlZWVix7II+/btEwBc9li6dKkgCMbLbV988UXB19dXUCgUwpw5c4SSkhJxQ4vk5/ZVa2urMG/ePMHb21uwt7cXgoKChEceecRm/2egv/0EQPjwww9N27S1tQm/+93vBHd3d8HR0VG48847BY1GI15okVxtX1VWVgozZswQPDw8BIVCIYSGhgrPPPOM0NjYKG5wEfzmN78RgoKCBLlcLnh7ewtz5swxFQ9BEP+YkgiCIJjnHAsRERGRDcz5ICIiIsvC8kFERERmxfJBREREZsXyQURERGbF8kFERERmxfJBREREZsXyQURERGbF8kFERERmxfJBREREZsXyQURERGbF8kFERERmxfJBREREZvX/AdHPe7PpCkhNAAAAAElFTkSuQmCC",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "mk = create_mk_instance_with_a_rectangular_curvilinear_grid()\n",
    "mk.curvilinear_move_node(10.0, 20.0, 18.0, 12.0)\n",
    "curvilinear_grid = mk.curvilineargrid_get()\n",
    "fig, ax = plt.subplots()\n",
    "curvilinear_grid.plot_edges(ax)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Orthogonalize, but freeze the vertical grid line where the moved node is"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Assert a nodal position before orthogonalization\n",
    "orthogonalization_parameters = OrthogonalizationParameters()\n",
    "orthogonalization_parameters.outer_iterations = 1\n",
    "orthogonalization_parameters.boundary_iterations = 25\n",
    "orthogonalization_parameters.inner_iterations = 25\n",
    "orthogonalization_parameters.orthogonalization_to_smoothing_factor = 0.95\n",
    "\n",
    "# Freeze the vertical grid line where the moved node is\n",
    "mk.curvilinear_frozen_line_add(10.0, 0.0, 10.0, 30.0)\n",
    "\n",
    "# Orthogonalize\n",
    "# Initialize the curvilinear grid orthogonalization algorithm\n",
    "# Sets the block to orthogonalize (in this case the lower left and upper right corners of the grid)\n",
    "mk.curvilinear_orthogonalize(orthogonalization_parameters, 0.0, 0.0, 30.0, 30.0)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Plot the results after orthogonalization"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "curvilinear_grid = mk.curvilineargrid_get()\n",
    "fig, ax = plt.subplots()\n",
    "curvilinear_grid.plot_edges(ax)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Perform curvilinear grid smoothing"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Move a node to make the grid non-smooth and plot the result"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "mk = create_mk_instance_with_a_rectangular_curvilinear_grid()\n",
    "mk.curvilinear_move_node(10.0, 20.0, 18.0, 12.0)\n",
    "curvilinear_grid = mk.curvilineargrid_get()\n",
    "fig, ax = plt.subplots()\n",
    "curvilinear_grid.plot_edges(ax)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Smoothing"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [],
   "source": [
    "mk.curvilinear_smoothing(10, 0.0, 0.0, 30.0, 30.0)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Plot the results after smoothing"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "curvilinear_grid = mk.curvilineargrid_get()\n",
    "fig, ax = plt.subplots()\n",
    "curvilinear_grid.plot_edges(ax)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Perform curvilinear directional curvilinear grid smoothing"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Move a node to make the grid non-smooth and plot the result"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "mk = create_mk_instance_with_a_rectangular_curvilinear_grid()\n",
    "mk.curvilinear_move_node(10.0, 20.0, 18.0, 12.0)\n",
    "curvilinear_grid = mk.curvilineargrid_get()\n",
    "fig, ax = plt.subplots()\n",
    "curvilinear_grid.plot_edges(ax)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Directional smoothing"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [],
   "source": [
    "mk.curvilinear_smoothing_directional(\n",
    "    10,  # the number of smoothing iterations\n",
    "    10.0,\n",
    "    0.0,\n",
    "    10.0,\n",
    "    30.0,  # the grid line coordinates defining the smoothing direction\n",
    "    0.0,\n",
    "    0.0,\n",
    "    30.0,\n",
    "    30.0,\n",
    ")  # the corner points of the block to smooth"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Plot the results after directional smoothing"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "curvilinear_grid = mk.curvilineargrid_get()\n",
    "fig, ax = plt.subplots()\n",
    "curvilinear_grid.plot_edges(ax)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Perform curvilinear grid line shifting"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "mk = create_mk_instance_with_a_rectangular_curvilinear_grid(5, 5)\n",
    "curvilinear_grid = mk.curvilineargrid_get()\n",
    "fig, ax = plt.subplots()\n",
    "curvilinear_grid.plot_edges(ax)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Initialize line shifting and set the line to shift"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {},
   "outputs": [],
   "source": [
    "mk.curvilinear_initialize_line_shift()\n",
    "mk.curvilinear_set_line_line_shift(0.0, 0.0, 0.0, 50.0)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Set the grid block where to distribute the line shift"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {},
   "outputs": [],
   "source": [
    "mk.curvilinear_set_block_line_shift(0.0, 0.0, 20.0, 50.0)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Move all nodes on the left side of the curvilinear grid to the left"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {},
   "outputs": [],
   "source": [
    "mk.curvilinear_move_node_line_shift(0.0, 0.0, -50.0, 0.0)\n",
    "mk.curvilinear_move_node_line_shift(0.0, 10.0, -50.0, 10.0)\n",
    "mk.curvilinear_move_node_line_shift(0.0, 20.0, -50.0, 20.0)\n",
    "mk.curvilinear_move_node_line_shift(0.0, 30.0, -50.0, 30.0)\n",
    "mk.curvilinear_move_node_line_shift(0.0, 40.0, -50.0, 40.0)\n",
    "mk.curvilinear_move_node_line_shift(0.0, 50.0, -50.0, 50.0)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Performs the line shift. Nodes not in the block specified above will not be shifted"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {},
   "outputs": [],
   "source": [
    "mk.curvilinear_line_shift()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "curvilinear_grid = mk.curvilineargrid_get()\n",
    "fig, ax = plt.subplots()\n",
    "curvilinear_grid.plot_edges(ax)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Perform curvilinear insert a face"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAh8AAAGdCAYAAACyzRGfAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjkuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8hTgPZAAAACXBIWXMAAA9hAAAPYQGoP6dpAAAcsUlEQVR4nO3df2zV9b348VcRegpC24HawqVVlm2iM7AMJ55su3cXujXEGB39wy0ml7uZLduqEXpv7pXEyWa8KdlN5ua9FZd7uZD7B2PDBA1bpiN11rhQB1Uy3Q+iC/fiUlq2m8BBGKdAP98/9vXMTnQeevo+bX08kpNwPudwzotXT8KTT085NVmWZQEAkMiMag8AALy7iA8AICnxAQAkJT4AgKTEBwCQlPgAAJISHwBAUuIDAEhqZrUH+HOjo6MxODgY8+bNi5qammqPAwC8A1mWxcmTJ2PRokUxY8bbn9uYdPExODgYLS0t1R4DALgIr776aixevPht7zPp4mPevHkR8cfh6+vrqzwNAPBOFAqFaGlpKf09/nYmXXy8/q2W+vp68QEAU8w7ecuEN5wCAEmJDwAgKfEBACQlPgCApMQHAJCU+AAAkhIfAEBS4gMASEp8AABJlRUfX/va16KmpmbMZenSpaXbz5w5E52dnbFgwYKYO3dudHR0xPDwcMWHBgCmrrLPfHzwgx+Mo0ePli7PPvts6bYNGzbEnj17YteuXdHX1xeDg4Oxdu3aig4MAExtZX+2y8yZM6O5uflNx0+cOBFbt26NHTt2xKpVqyIiYtu2bXHNNddEf39/3HjjjeOftgJOj5yr9ggAUFVzaqv70W5lP/vLL78cixYtirq6usjn89Hd3R2tra0xMDAQZ8+ejba2ttJ9ly5dGq2trbFv3763jI9isRjFYrF0vVAoXMQf45279r4nJ/TxAWCy+5/NN1X1+cv6tsvKlStj+/bt8cQTT8SWLVvi8OHD8fGPfzxOnjwZQ0NDUVtbG42NjWN+T1NTUwwNDb3lY3Z3d0dDQ0Pp0tLSclF/kL/k9Mi5uOqeH07IYwPAVHLVPT+s6ncCyjrzsWbNmtKvly1bFitXrowrr7wyvv/978fs2bMvaoCNGzdGV1dX6XqhUJiwAHndgXtXV/2U03R1euRcXP9Ab0TY80Sy5zTsOR27TuONe66mcX11Gxsb4wMf+EC88sor8clPfjJGRkbi+PHjY85+DA8PX/A9Iq/L5XKRy+XGM0bZ5tTO9MJOwJ7TsOc07Dkdu57+xvX/fLz22mvxm9/8JhYuXBgrVqyIWbNmRW/vn4rq0KFDceTIkcjn8+MeFACYHspKy3/8x3+Mm2++Oa688soYHByMTZs2xSWXXBKf/exno6GhIe64447o6uqK+fPnR319fdx1112Rz+cnzU+6AADVV1Z8/Pa3v43Pfvaz8X//939x+eWXx8c+9rHo7++Pyy+/PCIiHnzwwZgxY0Z0dHREsViM9vb2ePjhhydkcABgaiorPnbu3Pm2t9fV1UVPT0/09PSMaygAYPry2S4AQFLiAwBISnwAAEmJDwAgKfEBACQlPgCApMQHAJCU+AAAkhIfAEBS4gMASEp8AABJiQ8AICnxAQAkJT4AgKTEBwCQlPgAAJISHwBAUuIDAEhKfAAASYkPACAp8QEAJCU+AICkxAcAkJT4AACSEh8AQFLiAwBISnwAAEmJDwAgKfEBACQlPgCApMQHAJCU+AAAkhIfAEBS4gMASEp8AABJiQ8AICnxAQAkJT4AgKTEBwCQlPgAAJISHwBAUuIDAEhKfAAASYkPACAp8QEAJCU+AICkxAcAkJT4AACSEh8AQFLiAwBISnwAAEmJDwAgKfEBACQlPgCApMQHAJCU+AAAkhIfAEBS44qPzZs3R01NTaxfv7507MyZM9HZ2RkLFiyIuXPnRkdHRwwPD493TgBgmrjo+Ni/f3985zvfiWXLlo05vmHDhtizZ0/s2rUr+vr6YnBwMNauXTvuQQGA6WHmxfym1157LW6//fb4j//4j3jggQdKx0+cOBFbt26NHTt2xKpVqyIiYtu2bXHNNddEf39/3HjjjZWZepxOj5yr9gjT1ht3a88Tx57TsOd07DqNybLbi4qPzs7OuOmmm6KtrW1MfAwMDMTZs2ejra2tdGzp0qXR2toa+/btu2B8FIvFKBaLpeuFQuFiRirL9Q/0TvhzYM+p2HMa9pyOXU9/ZcfHzp074/nnn4/9+/e/6bahoaGora2NxsbGMcebmppiaGjogo/X3d0dX//618sdAwCYosqKj1dffTXuvvvu2Lt3b9TV1VVkgI0bN0ZXV1fpeqFQiJaWloo89ls5cO/qmFN7USd9+AtOj5wr/avFnieOPadhz+nYdRpv3HM1lfXVHRgYiGPHjsWHP/zh0rHz58/HM888E//+7/8eTz75ZIyMjMTx48fHnP0YHh6O5ubmCz5mLpeLXC53cdNfpDm1M72wE7DnNOw5DXtOx66nv7K+uqtXr44XX3xxzLHPfe5zsXTp0vjnf/7naGlpiVmzZkVvb290dHRERMShQ4fiyJEjkc/nKzc1ADBllRUf8+bNi+uuu27MsUsvvTQWLFhQOn7HHXdEV1dXzJ8/P+rr6+Ouu+6KfD4/aX7SBQCoroqf13rwwQdjxowZ0dHREcViMdrb2+Phhx+u9NMAAFPUuOPj6aefHnO9rq4uenp6oqenZ7wPDQBMQz7bBQBISnwAAEmJDwAgKfEBACQlPgCApMQHAJCU+AAAkhIfAEBS4gMASEp8AABJiQ8AICnxAQAkJT4AgKTEBwCQlPgAAJISHwBAUuIDAEhKfAAASYkPACAp8QEAJCU+AICkxAcAkJT4AACSEh8AQFLiAwBISnwAAEmJDwAgKfEBACQlPgCApMQHAJCU+AAAkhIfAEBS4gMASEp8AABJiQ8AICnxAQAkJT4AgKTEBwCQlPgAAJISHwBAUuIDAEhKfAAASYkPACAp8QEAJCU+AICkxAcAkJT4AACSEh8AQFLiAwBISnwAAEmJDwAgKfEBACQlPgCApMQHAJCU+AAAkhIfAEBSZcXHli1bYtmyZVFfXx/19fWRz+fjRz/6Uen2M2fORGdnZyxYsCDmzp0bHR0dMTw8XPGhAYCpq6z4WLx4cWzevDkGBgbiwIEDsWrVqrjlllviF7/4RUREbNiwIfbs2RO7du2Kvr6+GBwcjLVr107I4ADA1DSznDvffPPNY67/y7/8S2zZsiX6+/tj8eLFsXXr1tixY0esWrUqIiK2bdsW11xzTfT398eNN95YuanH6fTIuWqPMG29cbf2PHHsOQ17Tseu05gsuy0rPt7o/PnzsWvXrjh16lTk8/kYGBiIs2fPRltbW+k+S5cujdbW1ti3b99bxkexWIxisVi6XigULnakd+z6B3on/Dmw51TsOQ17Tseup7+y33D64osvxty5cyOXy8WXvvSl2L17d1x77bUxNDQUtbW10djYOOb+TU1NMTQ09JaP193dHQ0NDaVLS0tL2X8IAGDqKPvMx9VXXx0HDx6MEydOxKOPPhrr1q2Lvr6+ix5g48aN0dXVVbpeKBQmPEAO3Ls65tRe9Ekf3sbpkXOlf7XY88Sx5zTsOR27TuONe66msr+6tbW18b73vS8iIlasWBH79++Pb3/723HbbbfFyMhIHD9+fMzZj+Hh4Whubn7Lx8vlcpHL5cqffBzm1M70wk7AntOw5zTsOR27nv7G/f98jI6ORrFYjBUrVsSsWbOit/dPRXXo0KE4cuRI5PP58T4NADBNlJWWGzdujDVr1kRra2ucPHkyduzYEU8//XQ8+eST0dDQEHfccUd0dXXF/Pnzo76+Pu66667I5/OT6iddAIDqKis+jh07Fn/3d38XR48ejYaGhli2bFk8+eST8clPfjIiIh588MGYMWNGdHR0RLFYjPb29nj44YcnZHAAYGoqKz62bt36trfX1dVFT09P9PT0jGsoAGD68tkuAEBS4gMASEp8AABJiQ8AICnxAQAkJT4AgKTEBwCQlPgAAJISHwBAUuIDAEhKfAAASYkPACAp8QEAJCU+AICkxAcAkJT4AACSEh8AQFLiAwBISnwAAEmJDwAgKfEBACQlPgCApMQHAJCU+AAAkhIfAEBS4gMASEp8AABJiQ8AICnxAQAkJT4AgKTEBwCQlPgAAJISHwBAUuIDAEhKfAAASYkPACAp8QEAJCU+AICkxAcAkJT4AACSEh8AQFLiAwBISnwAAEmJDwAgKfEBACQlPgCApMQHAJCU+AAAkhIfAEBS4gMASEp8AABJiQ8AICnxAQAkJT4AgKTEBwCQlPgAAJIqKz66u7vjIx/5SMybNy+uuOKKuPXWW+PQoUNj7nPmzJno7OyMBQsWxNy5c6OjoyOGh4crOjQAMHWVFR99fX3R2dkZ/f39sXfv3jh79mx86lOfilOnTpXus2HDhtizZ0/s2rUr+vr6YnBwMNauXVvxwQGAqWlmOXd+4oknxlzfvn17XHHFFTEwMBB//dd/HSdOnIitW7fGjh07YtWqVRERsW3btrjmmmuiv78/brzxxspNPg6nR85Ve4Rp6427teeJY89p2HM6dp3GZNltWfHx506cOBEREfPnz4+IiIGBgTh79my0tbWV7rN06dJobW2Nffv2XTA+isViFIvF0vVCoTCekd6R6x/onfDnwJ5Tsec07Dkdu57+LvoNp6Ojo7F+/fr46Ec/Gtddd11ERAwNDUVtbW00NjaOuW9TU1MMDQ1d8HG6u7ujoaGhdGlpabnYkQCAKeCiz3x0dnbGSy+9FM8+++y4Bti4cWN0dXWVrhcKhQkPkAP3ro45teM66cNbOD1yrvSvFnueOPachj2nY9dpvHHP1XRRX90777wzfvCDH8QzzzwTixcvLh1vbm6OkZGROH78+JizH8PDw9Hc3HzBx8rlcpHL5S5mjIs2p3amF3YC9pyGPadhz+nY9fRX1rddsiyLO++8M3bv3h1PPfVULFmyZMztK1asiFmzZkVv75+q6tChQ3HkyJHI5/OVmRgAmNLKSsvOzs7YsWNHPP744zFv3rzS+zgaGhpi9uzZ0dDQEHfccUd0dXXF/Pnzo76+Pu66667I5/OT5iddAIDqKis+tmzZEhERn/jEJ8Yc37ZtW/z93/99REQ8+OCDMWPGjOjo6IhisRjt7e3x8MMPV2RYAGDqKys+siz7i/epq6uLnp6e6OnpueihAIDpy2e7AABJiQ8AICnxAQAkJT4AgKTEBwCQlPgAAJISHwBAUuIDAEhKfAAASYkPACAp8QEAJCU+AICkxAcAkJT4AACSEh8AQFLiAwBISnwAAEmJDwAgKfEBACQlPgCApMQHAJCU+AAAkhIfAEBS4gMASEp8AABJiQ8AICnxAQAkJT4AgKTEBwCQlPgAAJISHwBAUuIDAEhKfAAASYkPACAp8QEAJCU+AICkxAcAkJT4AACSEh8AQFLiAwBISnwAAEmJDwAgKfEBACQlPgCApMQHAJCU+AAAkhIfAEBS4gMASEp8AABJiQ8AICnxAQAkJT4AgKTEBwCQlPgAAJISHwBAUuIDAEiq7Ph45pln4uabb45FixZFTU1NPPbYY2Nuz7Is7rvvvli4cGHMnj072tra4uWXX67UvADAFFd2fJw6dSqWL18ePT09F7z9G9/4Rjz00EPxyCOPxHPPPReXXnpptLe3x5kzZ8Y9LAAw9c0s9zesWbMm1qxZc8HbsiyLb33rW3HvvffGLbfcEhER//3f/x1NTU3x2GOPxWc+85nxTVshp0fOVXuEaeuNu7XniWPPadhzOnadxmTZbdnx8XYOHz4cQ0ND0dbWVjrW0NAQK1eujH379l0wPorFYhSLxdL1QqFQyZEu6PoHeif8ObDnVOw5DXtOx66nv4q+4XRoaCgiIpqamsYcb2pqKt3257q7u6OhoaF0aWlpqeRIAMAkU9EzHxdj48aN0dXVVbpeKBQmPEAO3Ls65tRW/Y8+LZ0eOVf6V4s9Txx7TsOe07HrNN6452qq6Fe3ubk5IiKGh4dj4cKFpePDw8PxoQ996IK/J5fLRS6Xq+QYf9Gc2ple2AnYcxr2nIY9p2PX019Fv+2yZMmSaG5ujt7eP1VVoVCI5557LvL5fCWfCgCYospOy9deey1eeeWV0vXDhw/HwYMHY/78+dHa2hrr16+PBx54IN7//vfHkiVL4qtf/WosWrQobr311krODQBMUWXHx4EDB+Jv//ZvS9dff7/GunXrYvv27fFP//RPcerUqfjiF78Yx48fj4997GPxxBNPRF1dXeWmBgCmrLLj4xOf+ERkWfaWt9fU1MT9998f999//7gGAwCmJ5/tAgAkJT4AgKTEBwCQlPgAAJISHwBAUuIDAEhKfAAASYkPACAp8QEAJCU+AICkxAcAkJT4AACSEh8AQFLiAwBISnwAAEmJDwAgKfEBACQlPgCApMQHAJCU+AAAkhIfAEBS4gMASEp8AABJiQ8AICnxAQAkJT4AgKTEBwCQlPgAAJISHwBAUuIDAEhKfAAASYkPACAp8QEAJCU+AICkxAcAkJT4AACSEh8AQFLiAwBISnwAAEmJDwAgKfEBACQlPgCApMQHAJCU+AAAkhIfAEBS4gMASEp8AABJiQ8AICnxAQAkJT4AgKTEBwCQlPgAAJISHwBAUuIDAEhKfAAASYkPACCpCYuPnp6euOqqq6Kuri5WrlwZP/vZzybqqQCAKWRC4uN73/tedHV1xaZNm+L555+P5cuXR3t7exw7dmwing4AmEJmTsSDfvOb34wvfOEL8bnPfS4iIh555JH44Q9/GP/1X/8V99xzz0Q8ZVlOj5yr9gjT1ht3a88Tx57TsOd07DqNybLbmizLsko+4MjISMyZMyceffTRuPXWW0vH161bF8ePH4/HH398zP2LxWIUi8XS9UKhEC0tLXHixImor6+v2FynR87Ftfc9WbHHA4Cp7Jf3t8ec2sqdgygUCtHQ0PCO/v6u+Lddfv/738f58+ejqalpzPGmpqYYGhp60/27u7ujoaGhdGlpaan0SBERMad2ZvzP5psm5LEBYCr5n803VTQ8ylW9Z/7/Nm7cGF1dXaXrr5/5mCi/vL99wh4bAPjLKh4fl112WVxyySUxPDw85vjw8HA0Nze/6f65XC5yuVylx3hL1Sw9AGACvu1SW1sbK1asiN7e3tKx0dHR6O3tjXw+X+mnAwCmmAk5DdDV1RXr1q2L66+/Pm644Yb41re+FadOnSr99AsA8O41IfFx2223xe9+97u47777YmhoKD70oQ/FE0888aY3oQIA7z4V/1Hb8SrnR3UAgMmhqj9qCwDwdsQHAJCU+AAAkhIfAEBS4gMASEp8AABJiQ8AICnxAQAkJT4AgKQm3Ue8vv4frhYKhSpPAgC8U6//vf1O/uP0SRcfJ0+ejIiIlpaWKk8CAJTr5MmT0dDQ8Lb3mXSf7TI6OhqDg4Mxb968qKmpqehjFwqFaGlpiVdffdXnxkwge07DntOw53TsOo2J2nOWZXHy5MlYtGhRzJjx9u/qmHRnPmbMmBGLFy+e0Oeor6/3wk7AntOw5zTsOR27TmMi9vyXzni8zhtOAYCkxAcAkNS7Kj5yuVxs2rQpcrlctUeZ1uw5DXtOw57Tses0JsOeJ90bTgGA6e1ddeYDAKg+8QEAJCU+AICkxAcAkNS7Jj56enriqquuirq6uli5cmX87Gc/q/ZIU94zzzwTN998cyxatChqamriscceG3N7lmVx3333xcKFC2P27NnR1tYWL7/8cnWGncK6u7vjIx/5SMybNy+uuOKKuPXWW+PQoUNj7nPmzJno7OyMBQsWxNy5c6OjoyOGh4erNPHUtGXLlli2bFnpP17K5/Pxox/9qHS7HU+MzZs3R01NTaxfv750zK7H72tf+1rU1NSMuSxdurR0e7V3/K6Ij+9973vR1dUVmzZtiueffz6WL18e7e3tcezYsWqPNqWdOnUqli9fHj09PRe8/Rvf+EY89NBD8cgjj8Rzzz0Xl156abS3t8eZM2cSTzq19fX1RWdnZ/T398fevXvj7Nmz8alPfSpOnTpVus+GDRtiz549sWvXrujr64vBwcFYu3ZtFaeeehYvXhybN2+OgYGBOHDgQKxatSpuueWW+MUvfhERdjwR9u/fH9/5zndi2bJlY47bdWV88IMfjKNHj5Yuzz77bOm2qu84exe44YYbss7OztL18+fPZ4sWLcq6u7urONX0EhHZ7t27S9dHR0ez5ubm7F//9V9Lx44fP57lcrnsu9/9bhUmnD6OHTuWRUTW19eXZdkf9zpr1qxs165dpfv86le/yiIi27dvX7XGnBbe8573ZP/5n/9pxxPg5MmT2fvf//5s79692d/8zd9kd999d5ZlXs+VsmnTpmz58uUXvG0y7Hjan/kYGRmJgYGBaGtrKx2bMWNGtLW1xb59+6o42fR2+PDhGBoaGrP3hoaGWLlypb2P04kTJyIiYv78+RERMTAwEGfPnh2z66VLl0Zra6tdX6Tz58/Hzp0749SpU5HP5+14AnR2dsZNN900ZqcRXs+V9PLLL8eiRYvive99b9x+++1x5MiRiJgcO550HyxXab///e/j/Pnz0dTUNOZ4U1NT/PrXv67SVNPf0NBQRMQF9/76bZRvdHQ01q9fHx/96Efjuuuui4g/7rq2tjYaGxvH3Neuy/fiiy9GPp+PM2fOxNy5c2P37t1x7bXXxsGDB+24gnbu3BnPP/987N+//023eT1XxsqVK2P79u1x9dVXx9GjR+PrX/96fPzjH4+XXnppUux42scHTCednZ3x0ksvjfneLZVz9dVXx8GDB+PEiRPx6KOPxrp166Kvr6/aY00rr776atx9992xd+/eqKurq/Y409aaNWtKv162bFmsXLkyrrzyyvj+978fs2fPruJkfzTtv+1y2WWXxSWXXPKmd/EODw9Hc3Nzlaaa/l7frb1Xzp133hk/+MEP4ic/+UksXry4dLy5uTlGRkbi+PHjY+5v1+Wrra2N973vfbFixYro7u6O5cuXx7e//W07rqCBgYE4duxYfPjDH46ZM2fGzJkzo6+vLx566KGYOXNmNDU12fUEaGxsjA984APxyiuvTIrX87SPj9ra2lixYkX09vaWjo2OjkZvb2/k8/kqTja9LVmyJJqbm8fsvVAoxHPPPWfvZcqyLO68887YvXt3PPXUU7FkyZIxt69YsSJmzZo1ZteHDh2KI0eO2PU4jY6ORrFYtOMKWr16dbz44otx8ODB0uX666+P22+/vfRru6681157LX7zm9/EwoULJ8frOcnbWqts586dWS6Xy7Zv35798pe/zL74xS9mjY2N2dDQULVHm9JOnjyZvfDCC9kLL7yQRUT2zW9+M3vhhRey//3f/82yLMs2b96cNTY2Zo8//nj285//PLvllluyJUuWZH/4wx+qPPnU8uUvfzlraGjInn766ezo0aOly+nTp0v3+dKXvpS1trZmTz31VHbgwIEsn89n+Xy+ilNPPffcc0/W19eXHT58OPv5z3+e3XPPPVlNTU324x//OMsyO55Ib/xplyyz60r4h3/4h+zpp5/ODh8+nP30pz/N2trasssuuyw7duxYlmXV3/G7Ij6yLMv+7d/+LWttbc1qa2uzG264Ievv76/2SFPeT37ykywi3nRZt25dlmV//HHbr371q1lTU1OWy+Wy1atXZ4cOHaru0FPQhXYcEdm2bdtK9/nDH/6QfeUrX8ne8573ZHPmzMk+/elPZ0ePHq3e0FPQ5z//+ezKK6/Mamtrs8svvzxbvXp1KTyyzI4n0p/Hh12P32233ZYtXLgwq62tzf7qr/4qu+2227JXXnmldHu1d1yTZVmW5hwLAMC74D0fAMDkIj4AgKTEBwCQlPgAAJISHwBAUuIDAEhKfAAASYkPACAp8QEAJCU+AICkxAcAkJT4AACS+n8GXM8U9/LvoQAAAABJRU5ErkJggg==",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "mk = create_mk_instance_with_a_rectangular_curvilinear_grid(5, 5)\n",
    "curvilinear_grid = mk.curvilineargrid_get()\n",
    "fig, ax = plt.subplots()\n",
    "curvilinear_grid.plot_edges(ax)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Insert two faces"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "metadata": {},
   "outputs": [],
   "source": [
    "mk.curvilinear_insert_face(-10.0, 5.0)\n",
    "mk.curvilinear_insert_face(-5.0, 10.0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "curvilinear_grid = mk.curvilineargrid_get()\n",
    "fig, ax = plt.subplots()\n",
    "curvilinear_grid.plot_edges(ax)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Perform curvilinear delete a node"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAh8AAAGdCAYAAACyzRGfAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjkuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8hTgPZAAAACXBIWXMAAA9hAAAPYQGoP6dpAAAcsUlEQVR4nO3df2zV9b348VcRegpC24HawqVVlm2iM7AMJ55su3cXujXEGB39wy0ml7uZLduqEXpv7pXEyWa8KdlN5ua9FZd7uZD7B2PDBA1bpiN11rhQB1Uy3Q+iC/fiUlq2m8BBGKdAP98/9vXMTnQeevo+bX08kpNwPudwzotXT8KTT085NVmWZQEAkMiMag8AALy7iA8AICnxAQAkJT4AgKTEBwCQlPgAAJISHwBAUuIDAEhqZrUH+HOjo6MxODgY8+bNi5qammqPAwC8A1mWxcmTJ2PRokUxY8bbn9uYdPExODgYLS0t1R4DALgIr776aixevPht7zPp4mPevHkR8cfh6+vrqzwNAPBOFAqFaGlpKf09/nYmXXy8/q2W+vp68QEAU8w7ecuEN5wCAEmJDwAgKfEBACQlPgCApMQHAJCU+AAAkhIfAEBS4gMASEp8AABJlRUfX/va16KmpmbMZenSpaXbz5w5E52dnbFgwYKYO3dudHR0xPDwcMWHBgCmrrLPfHzwgx+Mo0ePli7PPvts6bYNGzbEnj17YteuXdHX1xeDg4Oxdu3aig4MAExtZX+2y8yZM6O5uflNx0+cOBFbt26NHTt2xKpVqyIiYtu2bXHNNddEf39/3HjjjeOftgJOj5yr9ggAUFVzaqv70W5lP/vLL78cixYtirq6usjn89Hd3R2tra0xMDAQZ8+ejba2ttJ9ly5dGq2trbFv3763jI9isRjFYrF0vVAoXMQf45279r4nJ/TxAWCy+5/NN1X1+cv6tsvKlStj+/bt8cQTT8SWLVvi8OHD8fGPfzxOnjwZQ0NDUVtbG42NjWN+T1NTUwwNDb3lY3Z3d0dDQ0Pp0tLSclF/kL/k9Mi5uOqeH07IYwPAVHLVPT+s6ncCyjrzsWbNmtKvly1bFitXrowrr7wyvv/978fs2bMvaoCNGzdGV1dX6XqhUJiwAHndgXtXV/2U03R1euRcXP9Ab0TY80Sy5zTsOR27TuONe66mcX11Gxsb4wMf+EC88sor8clPfjJGRkbi+PHjY85+DA8PX/A9Iq/L5XKRy+XGM0bZ5tTO9MJOwJ7TsOc07Dkdu57+xvX/fLz22mvxm9/8JhYuXBgrVqyIWbNmRW/vn4rq0KFDceTIkcjn8+MeFACYHspKy3/8x3+Mm2++Oa688soYHByMTZs2xSWXXBKf/exno6GhIe64447o6uqK+fPnR319fdx1112Rz+cnzU+6AADVV1Z8/Pa3v43Pfvaz8X//939x+eWXx8c+9rHo7++Pyy+/PCIiHnzwwZgxY0Z0dHREsViM9vb2ePjhhydkcABgaiorPnbu3Pm2t9fV1UVPT0/09PSMaygAYPry2S4AQFLiAwBISnwAAEmJDwAgKfEBACQlPgCApMQHAJCU+AAAkhIfAEBS4gMASEp8AABJiQ8AICnxAQAkJT4AgKTEBwCQlPgAAJISHwBAUuIDAEhKfAAASYkPACAp8QEAJCU+AICkxAcAkJT4AACSEh8AQFLiAwBISnwAAEmJDwAgKfEBACQlPgCApMQHAJCU+AAAkhIfAEBS4gMASEp8AABJiQ8AICnxAQAkJT4AgKTEBwCQlPgAAJISHwBAUuIDAEhKfAAASYkPACAp8QEAJCU+AICkxAcAkJT4AACSEh8AQFLiAwBISnwAAEmJDwAgKfEBACQlPgCApMQHAJCU+AAAkhIfAEBS44qPzZs3R01NTaxfv7507MyZM9HZ2RkLFiyIuXPnRkdHRwwPD493TgBgmrjo+Ni/f3985zvfiWXLlo05vmHDhtizZ0/s2rUr+vr6YnBwMNauXTvuQQGA6WHmxfym1157LW6//fb4j//4j3jggQdKx0+cOBFbt26NHTt2xKpVqyIiYtu2bXHNNddEf39/3HjjjZWZepxOj5yr9gjT1ht3a88Tx57TsOd07DqNybLbi4qPzs7OuOmmm6KtrW1MfAwMDMTZs2ejra2tdGzp0qXR2toa+/btu2B8FIvFKBaLpeuFQuFiRirL9Q/0TvhzYM+p2HMa9pyOXU9/ZcfHzp074/nnn4/9+/e/6bahoaGora2NxsbGMcebmppiaGjogo/X3d0dX//618sdAwCYosqKj1dffTXuvvvu2Lt3b9TV1VVkgI0bN0ZXV1fpeqFQiJaWloo89ls5cO/qmFN7USd9+AtOj5wr/avFnieOPadhz+nYdRpv3HM1lfXVHRgYiGPHjsWHP/zh0rHz58/HM888E//+7/8eTz75ZIyMjMTx48fHnP0YHh6O5ubmCz5mLpeLXC53cdNfpDm1M72wE7DnNOw5DXtOx66nv7K+uqtXr44XX3xxzLHPfe5zsXTp0vjnf/7naGlpiVmzZkVvb290dHRERMShQ4fiyJEjkc/nKzc1ADBllRUf8+bNi+uuu27MsUsvvTQWLFhQOn7HHXdEV1dXzJ8/P+rr6+Ouu+6KfD4/aX7SBQCoroqf13rwwQdjxowZ0dHREcViMdrb2+Phhx+u9NMAAFPUuOPj6aefHnO9rq4uenp6oqenZ7wPDQBMQz7bBQBISnwAAEmJDwAgKfEBACQlPgCApMQHAJCU+AAAkhIfAEBS4gMASEp8AABJiQ8AICnxAQAkJT4AgKTEBwCQlPgAAJISHwBAUuIDAEhKfAAASYkPACAp8QEAJCU+AICkxAcAkJT4AACSEh8AQFLiAwBISnwAAEmJDwAgKfEBACQlPgCApMQHAJCU+AAAkhIfAEBS4gMASEp8AABJiQ8AICnxAQAkJT4AgKTEBwCQlPgAAJISHwBAUuIDAEhKfAAASYkPACAp8QEAJCU+AICkxAcAkJT4AACSEh8AQFLiAwBISnwAAEmJDwAgKfEBACQlPgCApMQHAJCU+AAAkhIfAEBSZcXHli1bYtmyZVFfXx/19fWRz+fjRz/6Uen2M2fORGdnZyxYsCDmzp0bHR0dMTw8XPGhAYCpq6z4WLx4cWzevDkGBgbiwIEDsWrVqrjlllviF7/4RUREbNiwIfbs2RO7du2Kvr6+GBwcjLVr107I4ADA1DSznDvffPPNY67/y7/8S2zZsiX6+/tj8eLFsXXr1tixY0esWrUqIiK2bdsW11xzTfT398eNN95YuanH6fTIuWqPMG29cbf2PHHsOQ17Tseu05gsuy0rPt7o/PnzsWvXrjh16lTk8/kYGBiIs2fPRltbW+k+S5cujdbW1ti3b99bxkexWIxisVi6XigULnakd+z6B3on/Dmw51TsOQ17Tseup7+y33D64osvxty5cyOXy8WXvvSl2L17d1x77bUxNDQUtbW10djYOOb+TU1NMTQ09JaP193dHQ0NDaVLS0tL2X8IAGDqKPvMx9VXXx0HDx6MEydOxKOPPhrr1q2Lvr6+ix5g48aN0dXVVbpeKBQmPEAO3Ls65tRe9Ekf3sbpkXOlf7XY88Sx5zTsOR27TuONe66msr+6tbW18b73vS8iIlasWBH79++Pb3/723HbbbfFyMhIHD9+fMzZj+Hh4Whubn7Lx8vlcpHL5cqffBzm1M70wk7AntOw5zTsOR27nv7G/f98jI6ORrFYjBUrVsSsWbOit/dPRXXo0KE4cuRI5PP58T4NADBNlJWWGzdujDVr1kRra2ucPHkyduzYEU8//XQ8+eST0dDQEHfccUd0dXXF/Pnzo76+Pu66667I5/OT6iddAIDqKis+jh07Fn/3d38XR48ejYaGhli2bFk8+eST8clPfjIiIh588MGYMWNGdHR0RLFYjPb29nj44YcnZHAAYGoqKz62bt36trfX1dVFT09P9PT0jGsoAGD68tkuAEBS4gMASEp8AABJiQ8AICnxAQAkJT4AgKTEBwCQlPgAAJISHwBAUuIDAEhKfAAASYkPACAp8QEAJCU+AICkxAcAkJT4AACSEh8AQFLiAwBISnwAAEmJDwAgKfEBACQlPgCApMQHAJCU+AAAkhIfAEBS4gMASEp8AABJiQ8AICnxAQAkJT4AgKTEBwCQlPgAAJISHwBAUuIDAEhKfAAASYkPACAp8QEAJCU+AICkxAcAkJT4AACSEh8AQFLiAwBISnwAAEmJDwAgKfEBACQlPgCApMQHAJCU+AAAkhIfAEBS4gMASEp8AABJiQ8AICnxAQAkJT4AgKTEBwCQlPgAAJIqKz66u7vjIx/5SMybNy+uuOKKuPXWW+PQoUNj7nPmzJno7OyMBQsWxNy5c6OjoyOGh4crOjQAMHWVFR99fX3R2dkZ/f39sXfv3jh79mx86lOfilOnTpXus2HDhtizZ0/s2rUr+vr6YnBwMNauXVvxwQGAqWlmOXd+4oknxlzfvn17XHHFFTEwMBB//dd/HSdOnIitW7fGjh07YtWqVRERsW3btrjmmmuiv78/brzxxspNPg6nR85Ve4Rp6427teeJY89p2HM6dp3GZNltWfHx506cOBEREfPnz4+IiIGBgTh79my0tbWV7rN06dJobW2Nffv2XTA+isViFIvF0vVCoTCekd6R6x/onfDnwJ5Tsec07Dkdu57+LvoNp6Ojo7F+/fr46Ec/Gtddd11ERAwNDUVtbW00NjaOuW9TU1MMDQ1d8HG6u7ujoaGhdGlpabnYkQCAKeCiz3x0dnbGSy+9FM8+++y4Bti4cWN0dXWVrhcKhQkPkAP3ro45teM66cNbOD1yrvSvFnueOPachj2nY9dpvHHP1XRRX90777wzfvCDH8QzzzwTixcvLh1vbm6OkZGROH78+JizH8PDw9Hc3HzBx8rlcpHL5S5mjIs2p3amF3YC9pyGPadhz+nY9fRX1rddsiyLO++8M3bv3h1PPfVULFmyZMztK1asiFmzZkVv75+q6tChQ3HkyJHI5/OVmRgAmNLKSsvOzs7YsWNHPP744zFv3rzS+zgaGhpi9uzZ0dDQEHfccUd0dXXF/Pnzo76+Pu66667I5/OT5iddAIDqKis+tmzZEhERn/jEJ8Yc37ZtW/z93/99REQ8+OCDMWPGjOjo6IhisRjt7e3x8MMPV2RYAGDqKys+siz7i/epq6uLnp6e6OnpueihAIDpy2e7AABJiQ8AICnxAQAkJT4AgKTEBwCQlPgAAJISHwBAUuIDAEhKfAAASYkPACAp8QEAJCU+AICkxAcAkJT4AACSEh8AQFLiAwBISnwAAEmJDwAgKfEBACQlPgCApMQHAJCU+AAAkhIfAEBS4gMASEp8AABJiQ8AICnxAQAkJT4AgKTEBwCQlPgAAJISHwBAUuIDAEhKfAAASYkPACAp8QEAJCU+AICkxAcAkJT4AACSEh8AQFLiAwBISnwAAEmJDwAgKfEBACQlPgCApMQHAJCU+AAAkhIfAEBS4gMASEp8AABJiQ8AICnxAQAkJT4AgKTEBwCQlPgAAJISHwBAUuIDAEiq7Ph45pln4uabb45FixZFTU1NPPbYY2Nuz7Is7rvvvli4cGHMnj072tra4uWXX67UvADAFFd2fJw6dSqWL18ePT09F7z9G9/4Rjz00EPxyCOPxHPPPReXXnpptLe3x5kzZ8Y9LAAw9c0s9zesWbMm1qxZc8HbsiyLb33rW3HvvffGLbfcEhER//3f/x1NTU3x2GOPxWc+85nxTVshp0fOVXuEaeuNu7XniWPPadhzOnadxmTZbdnx8XYOHz4cQ0ND0dbWVjrW0NAQK1eujH379l0wPorFYhSLxdL1QqFQyZEu6PoHeif8ObDnVOw5DXtOx66nv4q+4XRoaCgiIpqamsYcb2pqKt3257q7u6OhoaF0aWlpqeRIAMAkU9EzHxdj48aN0dXVVbpeKBQmPEAO3Ls65tRW/Y8+LZ0eOVf6V4s9Txx7TsOe07HrNN6452qq6Fe3ubk5IiKGh4dj4cKFpePDw8PxoQ996IK/J5fLRS6Xq+QYf9Gc2ple2AnYcxr2nIY9p2PX019Fv+2yZMmSaG5ujt7eP1VVoVCI5557LvL5fCWfCgCYospOy9deey1eeeWV0vXDhw/HwYMHY/78+dHa2hrr16+PBx54IN7//vfHkiVL4qtf/WosWrQobr311krODQBMUWXHx4EDB+Jv//ZvS9dff7/GunXrYvv27fFP//RPcerUqfjiF78Yx48fj4997GPxxBNPRF1dXeWmBgCmrLLj4xOf+ERkWfaWt9fU1MT9998f999//7gGAwCmJ5/tAgAkJT4AgKTEBwCQlPgAAJISHwBAUuIDAEhKfAAASYkPACAp8QEAJCU+AICkxAcAkJT4AACSEh8AQFLiAwBISnwAAEmJDwAgKfEBACQlPgCApMQHAJCU+AAAkhIfAEBS4gMASEp8AABJiQ8AICnxAQAkJT4AgKTEBwCQlPgAAJISHwBAUuIDAEhKfAAASYkPACAp8QEAJCU+AICkxAcAkJT4AACSEh8AQFLiAwBISnwAAEmJDwAgKfEBACQlPgCApMQHAJCU+AAAkhIfAEBS4gMASEp8AABJiQ8AICnxAQAkJT4AgKTEBwCQlPgAAJISHwBAUuIDAEhKfAAASYkPACCpCYuPnp6euOqqq6Kuri5WrlwZP/vZzybqqQCAKWRC4uN73/tedHV1xaZNm+L555+P5cuXR3t7exw7dmwing4AmEJmTsSDfvOb34wvfOEL8bnPfS4iIh555JH44Q9/GP/1X/8V99xzz0Q8ZVlOj5yr9gjT1ht3a88Tx57TsOd07DqNybLbmizLsko+4MjISMyZMyceffTRuPXWW0vH161bF8ePH4/HH398zP2LxWIUi8XS9UKhEC0tLXHixImor6+v2FynR87Ftfc9WbHHA4Cp7Jf3t8ec2sqdgygUCtHQ0PCO/v6u+Lddfv/738f58+ejqalpzPGmpqYYGhp60/27u7ujoaGhdGlpaan0SBERMad2ZvzP5psm5LEBYCr5n803VTQ8ylW9Z/7/Nm7cGF1dXaXrr5/5mCi/vL99wh4bAPjLKh4fl112WVxyySUxPDw85vjw8HA0Nze/6f65XC5yuVylx3hL1Sw9AGACvu1SW1sbK1asiN7e3tKx0dHR6O3tjXw+X+mnAwCmmAk5DdDV1RXr1q2L66+/Pm644Yb41re+FadOnSr99AsA8O41IfFx2223xe9+97u47777YmhoKD70oQ/FE0888aY3oQIA7z4V/1Hb8SrnR3UAgMmhqj9qCwDwdsQHAJCU+AAAkhIfAEBS4gMASEp8AABJiQ8AICnxAQAkJT4AgKQm3Ue8vv4frhYKhSpPAgC8U6//vf1O/uP0SRcfJ0+ejIiIlpaWKk8CAJTr5MmT0dDQ8Lb3mXSf7TI6OhqDg4Mxb968qKmpqehjFwqFaGlpiVdffdXnxkwge07DntOw53TsOo2J2nOWZXHy5MlYtGhRzJjx9u/qmHRnPmbMmBGLFy+e0Oeor6/3wk7AntOw5zTsOR27TmMi9vyXzni8zhtOAYCkxAcAkNS7Kj5yuVxs2rQpcrlctUeZ1uw5DXtOw57Tses0JsOeJ90bTgGA6e1ddeYDAKg+8QEAJCU+AICkxAcAkNS7Jj56enriqquuirq6uli5cmX87Gc/q/ZIU94zzzwTN998cyxatChqamriscceG3N7lmVx3333xcKFC2P27NnR1tYWL7/8cnWGncK6u7vjIx/5SMybNy+uuOKKuPXWW+PQoUNj7nPmzJno7OyMBQsWxNy5c6OjoyOGh4erNPHUtGXLlli2bFnpP17K5/Pxox/9qHS7HU+MzZs3R01NTaxfv750zK7H72tf+1rU1NSMuSxdurR0e7V3/K6Ij+9973vR1dUVmzZtiueffz6WL18e7e3tcezYsWqPNqWdOnUqli9fHj09PRe8/Rvf+EY89NBD8cgjj8Rzzz0Xl156abS3t8eZM2cSTzq19fX1RWdnZ/T398fevXvj7Nmz8alPfSpOnTpVus+GDRtiz549sWvXrujr64vBwcFYu3ZtFaeeehYvXhybN2+OgYGBOHDgQKxatSpuueWW+MUvfhERdjwR9u/fH9/5zndi2bJlY47bdWV88IMfjKNHj5Yuzz77bOm2qu84exe44YYbss7OztL18+fPZ4sWLcq6u7urONX0EhHZ7t27S9dHR0ez5ubm7F//9V9Lx44fP57lcrnsu9/9bhUmnD6OHTuWRUTW19eXZdkf9zpr1qxs165dpfv86le/yiIi27dvX7XGnBbe8573ZP/5n/9pxxPg5MmT2fvf//5s79692d/8zd9kd999d5ZlXs+VsmnTpmz58uUXvG0y7Hjan/kYGRmJgYGBaGtrKx2bMWNGtLW1xb59+6o42fR2+PDhGBoaGrP3hoaGWLlypb2P04kTJyIiYv78+RERMTAwEGfPnh2z66VLl0Zra6tdX6Tz58/Hzp0749SpU5HP5+14AnR2dsZNN900ZqcRXs+V9PLLL8eiRYvive99b9x+++1x5MiRiJgcO550HyxXab///e/j/Pnz0dTUNOZ4U1NT/PrXv67SVNPf0NBQRMQF9/76bZRvdHQ01q9fHx/96Efjuuuui4g/7rq2tjYaGxvH3Neuy/fiiy9GPp+PM2fOxNy5c2P37t1x7bXXxsGDB+24gnbu3BnPP/987N+//023eT1XxsqVK2P79u1x9dVXx9GjR+PrX/96fPzjH4+XXnppUux42scHTCednZ3x0ksvjfneLZVz9dVXx8GDB+PEiRPx6KOPxrp166Kvr6/aY00rr776atx9992xd+/eqKurq/Y409aaNWtKv162bFmsXLkyrrzyyvj+978fs2fPruJkfzTtv+1y2WWXxSWXXPKmd/EODw9Hc3Nzlaaa/l7frb1Xzp133hk/+MEP4ic/+UksXry4dLy5uTlGRkbi+PHjY+5v1+Wrra2N973vfbFixYro7u6O5cuXx7e//W07rqCBgYE4duxYfPjDH46ZM2fGzJkzo6+vLx566KGYOXNmNDU12fUEaGxsjA984APxyiuvTIrX87SPj9ra2lixYkX09vaWjo2OjkZvb2/k8/kqTja9LVmyJJqbm8fsvVAoxHPPPWfvZcqyLO68887YvXt3PPXUU7FkyZIxt69YsSJmzZo1ZteHDh2KI0eO2PU4jY6ORrFYtOMKWr16dbz44otx8ODB0uX666+P22+/vfRru6681157LX7zm9/EwoULJ8frOcnbWqts586dWS6Xy7Zv35798pe/zL74xS9mjY2N2dDQULVHm9JOnjyZvfDCC9kLL7yQRUT2zW9+M3vhhRey//3f/82yLMs2b96cNTY2Zo8//nj285//PLvllluyJUuWZH/4wx+qPPnU8uUvfzlraGjInn766ezo0aOly+nTp0v3+dKXvpS1trZmTz31VHbgwIEsn89n+Xy+ilNPPffcc0/W19eXHT58OPv5z3+e3XPPPVlNTU324x//OMsyO55Ib/xplyyz60r4h3/4h+zpp5/ODh8+nP30pz/N2trasssuuyw7duxYlmXV3/G7Ij6yLMv+7d/+LWttbc1qa2uzG264Ievv76/2SFPeT37ykywi3nRZt25dlmV//HHbr371q1lTU1OWy+Wy1atXZ4cOHaru0FPQhXYcEdm2bdtK9/nDH/6QfeUrX8ne8573ZHPmzMk+/elPZ0ePHq3e0FPQ5z//+ezKK6/Mamtrs8svvzxbvXp1KTyyzI4n0p/Hh12P32233ZYtXLgwq62tzf7qr/4qu+2227JXXnmldHu1d1yTZVmW5hwLAMC74D0fAMDkIj4AgKTEBwCQlPgAAJISHwBAUuIDAEhKfAAASYkPACAp8QEAJCU+AICkxAcAkJT4AACS+n8GXM8U9/LvoQAAAABJRU5ErkJggg==",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "mk = create_mk_instance_with_a_rectangular_curvilinear_grid(5, 5)\n",
    "curvilinear_grid = mk.curvilineargrid_get()\n",
    "fig, ax = plt.subplots()\n",
    "curvilinear_grid.plot_edges(ax)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Delete the corner node"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "metadata": {},
   "outputs": [],
   "source": [
    "mk.curvilinear_delete_node(0.0, 0.0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "curvilinear_grid = mk.curvilineargrid_get()\n",
    "fig, ax = plt.subplots()\n",
    "curvilinear_grid.plot_edges(ax)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Perform curvilinear line attraction/repulsion"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Attracts the nodes within a block towards a defined line"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "metadata": {},
   "outputs": [],
   "source": [
    "mk = create_mk_instance_with_a_rectangular_curvilinear_grid(5, 5)\n",
    "mk.curvilinear_line_attraction_repulsion(\n",
    "    1.0,  # positive repels lines, here by 1 times the column width\n",
    "    30.0,\n",
    "    0.0,\n",
    "    30.0,\n",
    "    50.0,  # The line coordinate\n",
    "    10.0,\n",
    "    0.0,\n",
    "    50.0,\n",
    "    50.0,\n",
    ")  # The affected block"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "curvilinear_grid = mk.curvilineargrid_get()\n",
    "fig, ax = plt.subplots()\n",
    "curvilinear_grid.plot_edges(ax)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "metadata": {},
   "outputs": [],
   "source": [
    "mk = create_mk_instance_with_a_rectangular_curvilinear_grid(5, 5)\n",
    "mk.curvilinear_line_attraction_repulsion(\n",
    "    -1.0,  # negative attracts lines, here by 0.5 times the column width\n",
    "    30.0,\n",
    "    0.0,\n",
    "    30.0,\n",
    "    50.0,  # The line coordinate\n",
    "    10.0,\n",
    "    0.0,\n",
    "    50.0,\n",
    "    50.0,\n",
    ")  # The affected block"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "curvilinear_grid = mk.curvilineargrid_get()\n",
    "fig, ax = plt.subplots()\n",
    "curvilinear_grid.plot_edges(ax)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Perform curvilinear line mirror"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Mirrow the left gridline by 2 times the column width"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "metadata": {},
   "outputs": [],
   "source": [
    "mk = create_mk_instance_with_a_rectangular_curvilinear_grid(5, 5)\n",
    "# the mirroring factor, the number of grid lines to mirror and the gridline to mirror\n",
    "mk.curvilinear_line_mirror(2.0, 1, 0.0, 0.0, 0.0, 50.0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "curvilinear_grid = mk.curvilineargrid_get()\n",
    "fig, ax = plt.subplots()\n",
    "curvilinear_grid.plot_edges(ax)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
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