darrenjrobinson/Getting Creative with PowerShell & Jupyter Notebook.ipynb Secret

## Getting Creative with PowerShell & Jupyter Notebook.ipynb
{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Get Image from URL\n",
    "Get an image from a URL and output it to a local file"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<script type=\"text/javascript\">#!javascript\r\n",
       "if ((typeof(requirejs) !==  typeof(Function)) || (typeof(requirejs.config) !== typeof(Function))) { \r\n",
       "    let script = document.createElement(\"script\"); \r\n",
       "    script.setAttribute(\"src\", \"https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.6/require.min.js\"); \r\n",
       "    script.onload = function(){\r\n",
       "        loadDotnetInteractiveApi();\r\n",
       "    };\r\n",
       "    document.getElementsByTagName(\"head\")[0].appendChild(script); \r\n",
       "}\r\n",
       "else {\r\n",
       "    loadDotnetInteractiveApi();\r\n",
       "}\r\n",
       "\r\n",
       "function loadDotnetInteractiveApi(){\r\n",
       "    let apiRequire = requirejs.config({context:\"dotnet-interactive.62465.36431\",paths:{dotnetInteractive:\"http://localhost:36431/resources/dotnet-interactive\"}});\r\n",
       "    apiRequire(['dotnetInteractive'], \r\n",
       "    function(api) {       \r\n",
       "        api.createDotnetInteractiveClient(\"http://localhost:36431/\", window);\r\n",
       "    },\r\n",
       "    function(error){\r\n",
       "        console.log(error);\r\n",
       "    });\r\n",
       "}</script>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": []
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "Invoke-Webrequest -uri https://assets.amuniversal.com/f0dddbe08d7f013808e1005056a9545d -outfile ./dilbert.gif "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Display an image using Markdown  \n",
    "### Dilbert 6 July 2020\n",
    "\n",
    "![alt text](dilbert.gif \"Dilbert\")\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Display an image using HTML"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": []
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<Img src='data:image/jpg;base64,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' Alt='Powerful'>\n"
     ]
    }
   ],
   "source": [
    "# Get the Image\n",
    "$image = Invoke-Webrequest -uri https://i.pinimg.com/originals/cc/e8/7a/cce87a3580390dea2beb163b96e33437.jpg |\n",
    "    Select-Object -ExpandProperty Content \n",
    "\n",
    "# Convert the Image to a Base64 String\n",
    "$base64Image = [System.Convert]::ToBase64String($image)\n",
    "\n",
    "# Encase the image data in HTML Image Tags\n",
    "$meme = \"<Img src='data:image/jpg;base64,$($base64Image)' Alt='Powerful'>\"\n",
    "\n",
    "# Output \n",
    "$meme"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Switch Code Type to HTML\n",
    "Switch to HTML and display image using out Base64 Image data from above"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<center>\n",
       "<Img 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PTI9/QKO1NMM7umMZaQuHaYOjyVQh/tmtP4CTzNnZ3WIyG8XfWB3pjgSUagYgsU7u8IHdt1qmm3Pf2d2iXu3fTA3+1G4PCZ/wB2ntxnY9ubjtar1f8AjNH/AMnWP73SeyaNCk0g9+iR7+k7RTiQnRx/Y07boi7bYcB0NL/qbVSeLVhXxbLf3+AcerUZ37nISVR5cZ+Fbpf8TTf4SwsMSLmYyo2oNZ4+lp/j6U/CM/7tqGK7Mt1iiuw7/qOI9Mg6VacYnalgSZrnfb8UT0IGAj3dEgerq+dgiKkaZ493xaI6olumQpDc3nLrUKE+qXDFzt7Fxh3C6Vzd3p23yZKObu+bkzc7ky5JuziICrpCiNQJcdf1mamrkuVciLvP4cC5yrdEE55F4/qaTRvDyrn/AFJKqPd32Jv9Syq7k7BXz0E4S30oi8WE4N1XWPNkdS5behRNZ78QUXMttn0g9wrNd6xgL70+O6EjeWalH1u+tR8UD9wd6T26bTj6dck/r9beN7S8jMbatYTTkttFc6yaQ6hyn1hDaHN2O29SpyAEXNO7zal1xqddCjWMokN5R23fO3NHq+NqaR7ui2k8pc2e/XGbW8/arZyW3NPtFVOW9xZVanEh1t6MWkuPpKMMzELQY8BblItjO8mGlCJEYpre9aa8oeSVhUEU+2WXq+On4z6ge20eG/PRbD/bSRxGpCN1zq08cXaLPf4yFBaaUoJTNvyEuP3G4IiIvFwU63NfkJtiytOe10fLZekyHabtTvBVOkMmPdXVFtXEeUMURkFzh0tE15cxsoZrOw9Hx89A8Neei3/srqcj1UOm3vcvPLQ5llJTsnMrksi3NwEulhxqPHhxy2QKaUQ7ns4cP8YoWm4JIksQ1OcoZaIMVSaX6VIWN2DHC1tJCnr6AhJpZ7J7CsYI24wegeG/PRCXutrVU3vRHfq05K5uK05vq2SVNrVwF4WhQS6oCkIUt1AIqScO5KkpbyoNoTWXZCVIS01KWMsnJtrnoj/pGZKMmR/yqk+K3s132Zomk7MZrGD4pr3dDPtKs053Q8MHqs8nlLipW5ISe9SENu0mO2KwmigKebQG0r8zuyoqxlUdJpLDYJWkCU5lK1by4ivXb2N1y+ySGEnNCsd6PjHq2kV8g0NmMhnz0I9qTQNSk/Ys0kS7e7kPSFFscdRU2CqvAiNFU3481cDkNJ4b6KWKWvFP5VTgwi3+twvKLU93jvpOKCvVvd/Ow+fjoNZ2f8teehHtrNSPUCO/Vpyfyk4tndeRxGkRFhxEcpD3pDE1Edh67NuMmblMqYMsvmQIjm+ldOJpbYCHhmomQ/epW5WcUD3wDSkEHxQr56TsSa7FDfnoR7a8V5S+nGwdVilKlWxHdITguHdQ8rNSIJfQbStlpwuikQXnFW2MIyIySzIJBpw04fQr91qQlpTr3FeV5FJpZxR7jexsHfZno3e2K+GvPQn2ijSTT4+xpJw7o2S100xkJQAh8gPLCQopptQ3XU9kr9JNSMpbcUQ5MJLeDXwAKKsUTkbAazivJxsOxXijTXno+BSqT4c7hfnqsL25ObOdgQCvIFPPpLT0xBcW8OKh0ZQ+NxMjFZFL7U+Th710yhuTKk2d9lJ91BNf8+a3dmKTsHlfkeVmhS+1NeerNZpVKT1sr3FwXEvxq9qLk66VOR5IrlHyeXfoQJBpNvkGnIO4IrH6cgYbKSWlKKSVEOtPb8e52xEtEmO/HoFNK8orOzNZ2k5PxTYzSx6mRgdWaHeiKUKUO/VpV/fapXhxO6423mnGiEFakI4it0ZXR7txvS3LOFu+6eShNWZ3esiRkPtB1F4t/Iv7QMjFfNZoUTsbSQnsCg5HQfNYpKKUexNL89WknSJbZyKcZSKWU0pW+vcO4EqdQzvb7bfcpBVLSpFeKlr3nK0yC4cAJVV3Z4reMbQcUdnc0B3S36uEKwkU656UgmmxhvoPlPekbop09lnYus0Rivjbbn+BIaOW6UAaWxv1wAGizvJ4e6hDOFNpwgYAneoOqISTmhkm1xBBh47blajlcvB6kJzQSlFcTBUsms15oDAaH6fQhsrU1AWUPNrQVdqUaNK2DoCc14rT9y32+J6c9nndwcf9JD+83xRTRyta+Gy6SanupQZ72+qrRGL8pIyoDZqpzen9ec7cUOwzmmz6eiFugNqTw7i6kqUck7FA12FZrNdyUopRxRqxRS8/Jua485Swpl1QUpxsKpOW1KcCqiv93ZQzMuHAp+Qt92m21PO22OlpxlPpo1dHePcNnx9jPamjk9DZxS5hwtwqNGlK3aUSdqEZKUgA+mu5qLHXLkupRAizG1KbiXJ+KY0tqa0ohp3eS4Hn0Nnj8MJuDe9KfMh6vjT0LhotqMoxjZc5HAg/c+Phn3dCE5StNY71nAxsxmm28hJSgqcpCd4uHB09beTYmDAuq+GxQWRSbo8EGa4a4iioknotsJc6SpoJZjp3GqPjUs0PyNvxXxQ89TPu6AvdG/vUobF+2s1vVvHb7W9Owucnn1G5sF165ucWd1jZpmJy1vkez4q+3EQmCcmvP3WfPQvzmvNGleOltO8p41YonJ20DdEh3hRT3rHTignGyzQ+cneAvBXVymogx5L65L56PjqzWazWaj+7oWO+K8V5rFK93Q0NxuwQ+duNSVENaoc3I577MdsVisV4o0fSLHD5OBSe7zriWmrlNXPk/a7msbPisVHHq6FHBzWRWKApXnay3mpKhWm43L22vfI1G7xLodiTWKxtTVli89caPhrzqqbhP2sbM9xsx2pn3dDnnYntTjgCNqE5IICbbGM2eBgE4DQ3USF83MWAAQQAnA2+aWcVpiHy8GleJMhESG+6p57pHVnp7Uz7uhzzszSjnakd0ipB3RpGNusGnj3ujvAtzCt1tKMhXdajtNeBaInPXAAAUav8/mX+gdPz9hrz0L81mj0NppsejBeehMCPFz3Z/Uc1Y7uW1loIS4vJ3qOz4ApRrS8QMxNl+lmJb/joGw9A+wz7uh3zsO1AoU4dxGm2OPdKcO6yynca1C7xrq8vJWrtjtsFE4ECMZktCEtp2ank8af1Z6BtGzOz4zTHu6HPdR2GhQpPh05GlYvDhmnu5p57fmKOB5pXQo5OkYm6jZMeEeMpW+r7nnYKPQz7uhflWBs8V52Cs4DbZeejNhlgeUep64vCPAZ9VKAo43qFYwHDUKOZUplsNNbNVvlMX7oG07RTPu6F7ANo80TWmGOLcs+n2hgYb1a9uw0emlUfIFIT3VSu50lG3pNHZepXNXH7idh79THnoePehs+Rt0uxw7ekd1+K1I/x7pSj2AptHZZpZ7AEm0xRDgbLzI5a3Dx9xNfHUx7uh33Y6gnfUy0GY6PH/sqQd+ZSqbGS56Qo0rzpaHxpmw1qyRvSNo7E9XxQ2npxTHu225hmTc37Ow1HdscJSGLNEXDmQmGNQM6fiqns2aOILdihG5aftzM1LBVMYlW5llh2LCYtUS3RlxYtlZ556zReYVp+ILhHs0RVzcEVy4ydPxESHLHG+tS7fHbhmzRQ9EixTZ7Wj6hLn2iMWXLFBVTVmjOMiwxOe+nW1i0RLNAXCh2SJxo9ut8qG7Y4aZtzYai3T6fZvpzFliLis2aMq+u2eMm+yrMyxFtUBmdbhZIa7tLtMQsixQuesUJNwm3S2RBbJ1iiM25qzsuWu4R0RLns3y09fXP8+kFEyD6rbqBzc1DJcEc3X9Is/m9MMOs1bFKROnJL8dxchGnVR1SrXbGSy6fSH3wGof52S5Icvcx/ht//AKOSCixuHfl2tTzOmtOfmZ10ccuiQRctPkOWVx3NnDkhvTsBwotkEcCRaJCptskn/K6jZcbu5/0i3Olu2NI/yS2/7+5vCRYtIuFF1sTvF1A7+nZgCLlo78q7bV8B1oOSLQ6G7Zffzuxad5Mtbr7js6a6zGnS4qFZWXZkt2nZct5fPTQ5Ht0woFkytdpfdCLTIQm5MP2aKw48065JlOSHJckFM+Wl159111ydJcq2DnnZEJt88EcZqHy6JjvKXBai4ty4zHWGpshlnnZPLt3GY22J8pKBPlgxZL0RRmyVyZEl+TXHf5VM6WlJnzCEzpaU81I4TDjjDjbzrb8qVJmFdwmuMNqW0t64TH1CfM4rcmSulFbjm13z5o1jbDZ48tqh2Ce661c5mU32Rn12JlhVqTaIRu8uDDkw7wzAjssxoUa2wo0R20Jgw9yPDjfTLLDjz7XNDC9QpgQ/rUW1xBIsMKKqNbrdH+rlFukusW+Iq8fTWGWNToZYV9nBI2se6sHa976+RsxWnkZnI9LdJV2zWp1713QrslffT7imbBpmc5KudwShmzONFuFZGizFaCBbG0uFMRkPRtKJXHmwFFdx/wDvRJHEqIENWptKUXp1JS0FFN1luiQnU7cgupRFLKYbLZTFjGUIzMhiYzGDQjRTMix44iIZjNsQo7Kx+mizctHRL4TDEC2MofltNtPRZTcdsXNSTte92wbdKt+j/p72poVqI/5pJrJ2JQA1AhruU1FhhijY4ZJscHDlmt7TSyN6sdu+0Z3tg7UlRBEl3homvpcjSzzk6bxGH5r76Ey3uOxMeYb47nCROfQkSnUtJuElLfFWWEynkrYdXw3JT7iHHnHEf//EACYRAAIBAwQCAgMBAQAAAAAAAAABAgMQERIgITETQSIwBBQyQFH/2gAIAQMBAT8BI2lHUVKfBH/hSp6+z9aJCiuUfqL/AKP8Rej9VHh+ek8K6PCkeM8R4yXxM3iO6u45KtPSz8d5VoQ0vOzSuz3tq7Ijutko6hZpMV4xyaBQ9DhgnLSP8nHoX5GTzEp6tiI3j9Opmpim0OQ1kdGLPFBHjWSpHS9kSN47GL6/ZVXvZE9Xp1OdO1WRoNBoNCPEidPCGOozzyJVHK3q0Rvi7liYtkbQiiMU+hpGENq1To8bkVFp2RjlEuCI7z7KEtUboqpehDjx8SmsImiI4T1CKnRT6PyV8jRhETBBkuyCJXqPk/Gl62d2hwjUeXUxdGrIiqN6UVHkfRBEiMiURcDvU/opyxIXWyJ5I4JZceCFJkUdO0ipL1bCYo4Hdolwr1P6tQllbEQ5ZKtp4RSk2fyf1aozslyRjbBga5H2TvUXNqHGz2J4KdDURpKJKI/iNlQ6tG6MC5ZKN592iR6uxGvjgp1GOoVKhq4sxbYwZGGnklLKvPswQRC7tGWBZHMlIjdbI4Q52fV9XyNJTRGOzTkbaI1CRpErrciXV5f0IpLi2B8XaNP2y6vJCKUr9uyvj7JdXatRTtOXoSwraudjsvpl1sjG0pYIfJ3fZH7pdbILi1RlOOFaRCJH7pdXpx5FbGb+iBnH3S6vG62atJD5c/dLq0e/9Eu7R3OXP+B3j1d30nX3syf/xAAqEQACAQMDAwQDAQADAAAAAAAAAQIDEBEEEjEgITMTFCIwIzJBYQVCUf/aAAgBAgEBPwE1nmdqdRwKVbcPuVpeme4ZKu1FM92xat57numKv+PcLUvGT3DYq3c9cdYh8jaIRI0fkvq/K7xltKNXcjVc2nV3Lb0bu2DPxP50UP70TRo/Ir6zzPohNx4Hisskn/5bcbjebhdyFNSPaf6e0/09r/pTpbLsbNOsVFfWeZ9W02mDajajahLBuwKvNHrzPWltyUZOS7jsyZp/Kr6zzPoVs/Un8cGmksYHeZpvMr66n83JdCH2Zk3HqHqHqnqMjUZGWWKJGkme1gRoqHdW/tpGjX5levDMpIaxeJUxZkrISEQ5N6iUXu6KktrIdyZo/Kr1vIzUw2vojZY/pPH8vGUcWhyTfc0zwhVMvBNuJuyVVllPgqSNF5FesvmzUwzHPQ+1pM5Npg4tA5ZR4IfF5KsmQJwZTnjkl8maPyq9X9yUcxJLEuhjgQ5JMfByIXBGJFZRuceRz3IiZOURltZo+9ZXq/vbUww89EkS4IQ/pNo3ZsiPFoYiSlkTHIyRl2EaHyq9X97aiG5dEuLbiTbIxMEUJ9j9hIkO+cGexopflV6v72kVP2vGyRJG0jEjHuSMnPTuHLJoo/mjetLE2IqMqc3j2JRMGDaRicWYn07baLzK+phumRK0kiUsnJt2jtGKY6dtyMnH06HzK9X93bUS+Qjfjgj8uSTMiZuf2I0XmV6r+bGaiP8AbIfwj1sf06LzK9Z/kdtTJcWpU/8AsypLLEKHxNv3aLzK+p8jJ1MDeSnDcyq9sMHIiKxHuTd2Lox1aLzK+p/dlSWXagsFeWXalyVJEuhfVovMr66piTVkKWEStS5KrIxciX26LzK+sf5X0O0DbvZPEFhXX16LzIRro5ovBnPXn7+D/j3miskoqSwzUpQqOMTNsmRMjBbe5Lkf25NLFTqqMiEI01tjbWeZ9KPUF8jODcZMmTJkz16VP1Vgp0Ku5OR//8QASBAAAQMBBAYFCAYIBQUBAAAAAQACAxEEEiExEBMiQVFhBRQwMnEgI0BCcoGRsTNSYqHB0RU0UGNzkrLhQ3SCk6JTg8Lw8TX/2gAIAQEABj8C0e7y6FXgrrlVUMzPiq61nxX0zVsuBHJd5d8LZcDRUvIlrgV3hVC+8IltFtEBYOBW0Vg4LNZ6M1msSs1n2Xh21DokBON0qzOfZ4nOLcSWBdJMfFG5rSaAtFBim9Yis0d7KrArSYLuqLtm6MFGXwQukZsOJYFbNdEx9JjGL7a5KSFoa2zx5hgpWn91Z4REGiV9xt1u9G22dojkjO1dFA4KF8kMT3Euxc0HeV0o10ERa2QUBaMM1E2FjGAxVo0U3lWZkjWvbR2BFdyLooYmOvjFrQFaxLGySgbS8KpvWY7NHeyqwINDWOh1kjqUwpuX6rB/thTxtaGsJaQAME5zrNBQY/RhX4oYwJBsyMbdKtUdojZIWCm0K71YJY42NY6QRuAGGf8A9RdFDEx18YtaB6RyVQirL7C6V8T/AFKAskbGYic23qp0OBe15ZgKZK0WSX12iVv4q0S7hekTi/F77PfJ8XLor/MBWr2fxUHi7+orpf8AiN/FQH9z+JVlr9V3yR9sK2+DfxUJbKI9XXNtc1ODQ6lpbX3oQfuS/wC9Qv3PYPuKezK8CExsr6siGLrqtsn1xe+9Bu9r2vHuKPtj0D3djccUXjJWX2F0r4n+pWKKxS6t8riPknPkfrZnG851KLox7cC6+0+FE5o9Z7Wn4qRowHVhT4ror/MBWr2afeoPF39RXS/8Rv4qAfufxKsnsO+SPthW0tNRRqsws8xjDr1cPBW2Ymt4jH4rrt83tXq7qscvBxb/AO/BS0zuFWd0pLnEYk+K6QY0UaKgfzKSzH/ptePia/gj7Y9Kex2dFBFNKQ9raEXCrfaJXkRSnZN044ro/qji/VucXbJG7R0daJKiKNz7xArTBNgsry+QyNNLhUVvgYZGsbckaM6KN8krbzDVt8ULShZLEC6ImskpFBRGy2wOEVaxyAVCkkZMy881ddBJKfbHMMcd25GDnRWeeYlsTQ4E0ruWM1f+2fyVvmdJSGW7cNw40Cxlr/2yrWXTU1kpcNg5UCjmbM/qYZQ50rQ7k1kMpMjXhwF0hSNbMalpA2CoIZpS2RoNRcPFW2aZ5bHITdN044qC1RPJg1dx5oef9lqrPLefeBpdI9LEd3DeUI4hQeVfmjZQcQrjGgRhEkXqqoijaTwCPwXNe5R0OICLHjduV8DD9hOA6Nc9zvW1oCrbbBNCz6wN4BRts7XWiWQVaxir+jW04a4VRBge20hwZqXGhqU6Sfo1zI25nWjBa2z9GuljOTtYF1c2N5tIzjvhB1p6OdG0mg84DUr/APLdT+KEDarA6IOOz5wGqp+i3f7oR61YJom/WG0AmNhYZ3vGw1q/UgBw1gqpOsQuilYO4d6NejXFh/eBa+x2R2pd9oLquoPWB6leS/UnfzBdW6udfSt28MkH2mzmNhNK1Cc2zRGQtzxTRaYtXeyxr6B7uymeBssAJPvVeATJZWAayoIGXBWqQ4vD9XXkF1TZ1Wov861VjtQweHU8d6tf8IlWQfYB+OKmf+4r8grJHxkvfD/6nvzuglQTOs7Y4mvrXWVruyUjxm1pKjme0ecGLVbxnqthp5VP5KKGVzI7K6K9edhioH2eaKR7SQbrq4IeyofF3zT/AH/0LXhl/EClaITOj1ZMZFK1TP4o/FWzwb+KsXg/8OyPoFul3uLR94VDlRBmtAjZlV2JVpLszMSfgEf8r/5KD+J+BQP/AFIPm1Wdh4Bg+Cmk/csH3uVmZ9Vt74lOD+7TFWb9H6vEm/cfe4J+s7lMfBN/RbY3Nu+bBOC6w7abJUTMriDXNerNEfu/JENo+CXuuIxbyTfBDq2r1f2Mk/3/ANCu227qq+s6ic2yXdTcwumoyTP4o/FWzwb+KsXg/wDD0qSgpWh/5BH2VBaHwNdKa4nxK6SZvFpcUZbh1fVqXt1aqxwjvOcTT3Ky+xd+GCsFDStob8EXe5T/AGI2N/5VUjW5lpCjjtFjjjJeBrQ4EnepvYPyVl8D8yukm2iKOTbqLwrvKs3U4dXZ3RnWXW0bv/smVz1op8Ch7Kh8XfNP9/8AQjFZ23n3gaVUcc7Ax5jJoDVNjs7bzw8OpVW6OZt17Q2oqrMbKy9cvVxpwRDsCMOxqj27LOyl5zBT41V3qUFMq6xQwP7zRj8UbZ0cW6xwpJG7J6p+jGV468LrnSLg6al1rG5NQs8NmikY0mhL6b0w2iKOHV1ugPrUr9ShPPWK2SStY2eYsIaDUCi/UYf9xMjls8UV118G/VOYbHAARSusUdnZZYXtZvL0bXC5rLUXOcW5gg7lR1gaXcpUTaC1ob3I25KnVIqZd9Ms7YI3gb7ydb9U3WY7FcMqL9Wi/mTbbqWXmsuXar9Vi/mVptIhYTNSorlRfqsX8ycTm417GnlF4zB7EKG7kBd8nDTXFAqujDQeCOg44LZQd6BTyT7RTqcewx3Ixv8ArbPIeRisa+5VrVbLgn4oeGjDDmqYVWRHOujDPeqL5LFUOfotPtFV7BkcQq92AV57g59OHkZqusC2ZB4LaHwV52DeCFFRuZVZsBwVTmqNcT4okbkQRtLNc8xVFrBtVyK2pNrhRFjs+Pbnyf8AUij5cZ33XU+CbFK0Ek04Ko0FzjQBauzMMjk+WS5FlcFK1VGSX/8ASiHwl7vsjJEOFKHLQw0xBVGOcBwGae6W0S6ylRddggI55a76lBs2Nd6wxQCOGSGd7dzVHEMAUZdi4GlewPae/QfLglOTXYqOTCgxCfXInDQYQboPrK83b92KMc1Wg7qK8xr3O5ovAu04qp3nRtZgol7TTlvQFxy1ggfU7jgE57qNplTci578uAWOKfUYHNFxybkpAOKgZvqXeTXt6c9FadgI3nzsP3tTxjhpMTzQlbL8AsaFU3oasE+CxVSnbyN3JVbQIa0lyuRsuRoDQ/HCiIrip5H5N3p0hyyA5enQybibrvApuBN7CqI0bQWFfiuW5U3k0QazABHRsq83PgFjiqDRyCH2jRO3gFapmGseXHw7evoMUnrAXXeKa4bs9Na6LxxDMdNEx1dgrl5DuKbewAxKo3YZvKJHdGDVT08Ru+hlwPI8UaojfRUrgs8UVK92NCmvgdUb+SKxRu43MU3yDTMK6c0bNHn637Ca6TFzdk80FVElZLzeGare2zuCLRXBbZA3qoxORRBrc3aSNydw5K+7dxTpHZuP7Cliu1bWpPBHQGZqrwqbuC4UxGGauupV2eCcRmCmVC8MljisFREErboTXA/sNorSpV7joqVjgES081TCuF1XiTXci3DPaQx5FDzl4cDvV9g5ELZrgq1x4IVpeUdnlIaDgDwRMXnGjPDFHd4/sEP4FMlZk4abjSKncqXgGrcVjT4qt4Cqrr6FX9a55zVb2NFz5InPgnOyoclebgQaqGcf4rAT4q8wBk3FHWxuDQc6YLFYZdqT6EYicGZDQRvKGXic1eccaK82lViG1RJ3YI5fmnhYjabmgUWjBpxpwXidF2tDFJQeBQqdycx4BY5bFTEcu14o+hTs3XKrHRe3rPxdwTnZR5Diu7gESRRwxCvPHinu+FE+jcsEW50Vc8cFQmtNE8eN00KA0OrkQqcOx4aMNB8fQg6t3wTTUHDMaMVU48k6mG7wTaGmCAvGtU27mGrDKlQvcng7sE+tAigBmUIw4OecSQuegsb35Nny81isPJPj5VVTtNVMSNXUg8kDoJ4AlUOCY1h2waGqIdQEDNM4ZqqA+Cuk40xJV1p2RQg6GE9wHyGMr3W17DHyiOfkgnis1QeTisNOOekyuJEcf3pjHUMLxQ03KrCDhUIiQbJCZdNSDQJshzDsU6u/ZKF45jBEHPcm1xdSoCMjzidDY48XOwTWM7sLaeJ8id/2sPKz7A+VRY6efk4I8VXcmQRZuPwQs8eJ+alkLsWZ/FAMcSzgUCxwY+vdKqMMckW1wJTqG+StZKWt4NRL6nwV6lBuGk2yVuNNhSPr3naZpOVO2oj2tSuKwyXJUCM8v00g+ARe4Z5JkI7z9p2gUNFdftjmtw8FUk1WJPkCNg2Ri48lTINbRNGkWaM+biz5n0/mr7xWKLE+KpuUTW4Vz5BSHcMB2PJCR7aSS4+7cqcdN1n07+7y5rHM+nUVEwH6R+07RaLQ/c3BF534+XisE1hHm2bTlRDQZH5+qOJTpZnVcfu9A93b3t6q76KPaPPRQd44BQWZppeNXeHYU0MqPOv2nnRXmnSPwa0VKMjsGeo3gPQfd2OSPkVfkgAmkij5No6OTPmnjdG2nYtB+jj2joKKbY2HF20/0vn5JyTIgMK1PggBkNBPHFWiQb3fcqBEnLyqLWu78217tL535N+9PlkNXOxP7AuqS0nN+yPDQ2Met8laJBuYUQMzmquyQG4Y+UyN3c7zvBANwAw0iGP6KLDxPoZ7UoMbiXGgUcQ9UUXgny/6WpsYzkeAscyqbkeflGc9+XLw0vumkkmy30HDRmj2dVhmuZTX02Y9rQ529NCjh9SIVpzWGWgeTHAPWOPgmsYKNbgBpETcWxCnv9DHbmZw2pNDGcTU6LVKPWeRXloHPypLS4Z7LdMkrjS6Kpz3d5xqf2CyMZuNEyNuTRRFPO4bIU8p9Vqpo8PJjhGbk2NuTcNMcIzeakdufK93a3zlE2q8V4LmcVFCP8R2PuR0HyX2g91goPHSVKb1WN2W/sKSU96V33IclTjo1YyhFPfv0HR89IAzUcXrZu8dMrhmcB6Me0a0ZuNFFCMmheK8BotD+LzoA4qgV3fpMz21jjG/j5DIGuN1oqRz9G93kRQ2m9ceDShpiog6+J5bRqmmuQvZ/AK0QwCRs8LQb97Oq6PkcH3piL+19klNsgvaguYM8cVaY3CTVMDbu1xrVQPmD9a+YR5/bp8lNCRJcbG1w2uJKtTp79YqXaHxXREUznXZS8OocTRWw2Oa0xS2YV7+BwqoLXaX2jWysGId61KqxvtjppprTkb/AHcKq3NtDnuhs9CBXvVFVYHw6wWe0Zsr9moTGec1JjJO1vqPzVthdrNXEGFu1xCjjshk6s5zW7WfNWUM1lxziH7W66SorMwvEOp1jsc8V1iwOmhbrdW9t7PaojFFJaI5bt8Ovptut75y6pDi15+tRR2eaSQw6tzhtfaWssr5WuE+pdfNd9FLZ4hK2eNgdrK51r+S6MeA/wA/38fsk/grQw6zVMja4bXGv5KC12oS1kaMjvIVjklbLfnoMHb6VVubaDI5sDsCDupVW6eDW3I63Kn7NfmrDGA+7NevbXAKWFtdSxw8aLrvn9R4450VgkpJWYi9tfZJVpsxv9XjjDu9jXBWazC/1eSMu72NcV0i8h96I+bx3UCtbtrrUfdx3f8AtV1dt+5HHfftZkqx2myh7IpZWscwncSp4qPuMja4bW83vyQilcQwNvGm9PtdibIzVvLSCa12qKaRl/XMjv8AeVjtDL99726zHME0U0EVbgApXHdphlb3mPBXRkeTQ4O+Lv7LpB7gQy43H3FdE3caEVp7JT5B6hYfuCbJh52RjF0bFxtQPzVp/gs+bl0hHMwtfhgfeui7LIwslgc+9XmKrpGOYFsbW7LhhXZr71ZOqQiZzowCDuF3NdEMje9mVXszbsFdLwa18zgGi87M7JXQrHYOqMP9BUvFs7Y/iW/muk6fVj+Ss7rXCIZC9myOFVbuMUd/7j+Si/yn/knB4IJtO/8AiowHBpirUYHPimmyxCaUONGHftoXsH6p14cDeTbGGRshbahWmZ2la3kEN1LMf5lZJHf4V78QprZ60lmB+4/mrIbLCJn3Gi6RupmuiwANu60/yldL0q664Ha9mq6UkLQHvrss9hdFt30k/pUz3sIZIdk8aAIe1/5rowADzl1p/lP5LpaQuDRdYKndsromUODgGube47KtrwMReYfc6iuDuvjxXSZdnl8DRdHNk2Xa9mB9pWp5GxqWY+9yP8I/MJ8slonaH2i7qfVNZKK1NMgN+EN1fDvY/eujo3j6QXffifwVo8G/LTRB88rpHAUBO5amS0vdHlTitXZ7Q9jOCJe4uccyc00S2l7g0hw5FRuktD3OjNWk7k6QWqTWEAEpkv6QmbNMBewWt63J1itdbTHKi1c/SU72OzFKIMZ0lM2MCgbd3JgstuluvddDCEZYZ3tl3u4+KZM60PMre67gjW0uxcHnxG/7k+RtpeHvpedxohNJOXytpR3BSX7Q4323XcwnT2vpHUyx7Mbi4Aodc6YEl3Foq1tFe/Tm3SlbzcvimxxdM6to9XD80/qdoN4YGX6xOJTnvdVzjUnmtTJanmPh/daqK0ObF9ULq/WH6mlLu6iaxlqe1gFAFG1tpfdj7g4KQi0vrJ3+avWaYxk503oWg2h5mGAdwTTaJnSXcq7l1fWu1H1NyjY20PDY+4OCkBtL/Od7nhRRhtoeBH3BwwopI9e65IavHEoSQSOY+lKhGdkrmzE1Lgh1mZz6ZLUvtMhj4f3TXxOLHjIhMdLaXksNW8ijKLTJrCLt7kmN6w+kZvM5FOkleXvdvPZQx8TiidwFBoceGGizR/VaXaArZPLZmTvje6l4Z4ZIO1Iuaq9q91aqw2jUMhvyta4MwwJU8c1kZELnmZGMzPirJI6yMlicyssl28RgulJY4muDHP1TnDECmCsrTYonCVu0+7lguljq2vMT5Ax5zFAo6wt1scwvOpiRWvyTY4Y2CEStjugYHHFSxmzxasQB1LuFalWnWWaIgv2NnddCnktEEb62gsbVvgukhJE1zYcWMOWOK6NkhZAJXuAkhZllvCtkZs0VwRsoLuWa6OZJCwv6wWPJHeG0mxQWIRAOB1wFAcMuyJpgM/IPZuf9VqaDnox0EfVYAvBE0xorfLGaPa5zh/KFM61y3pHR0bu3qxWW2G4XStBochVWuG0Ov2Vsew+Q1ORVkdZXuks8g86HuwZhu966bEVLl+SlPZViLT5oN85z2cF0vDZrovSua3hW6Fb7O6lWDGnEKzOdiTM0n4q0f5YfMro/95CX/c381Dr3ObetFRd438FbW1F6aJjgOOYXRAkAEomaH043SuknDMQNPzXRMzcnzNd/xKY+VwNhvjY31Vjl6sKyvuEXzTxVre4NcI5LjWvfQe9SlnnI2Q624HVx4VVme2PVGWa4ca4clNdEcb4zRtJKk+IQsuo70d69eOBooHyiMmUmpdJdoOStUpZrhFIA3apUKISwsbrSaXpDU+yFaG3L1Jbta58CorGYrxc3GWuNUJXxa15kdH3iAmslF5tDX4KOWOPVOMuqzqp2+baYxsm/VxPMKzBsd3zQNa7uHYyO4u0U4rdon93y0FZlXznXBNivnKpc7GgQrrXsGTS/BEtEkbTm1j8F9G4Dk84p0jxJcaKnbKcWAsaTlXJYV0VqVmVvorwc6o31RxKzK/BVrjzUTK7MRvNw3qR94EyYuBGB9y11olkBpSrKfLgoY2Pe9zHX79LvwCuSOF0mpoAKnmhNf84BdBpuVyNwoMRUVoeSkjv1a83ncymBrhsd03RUKVl4XZcXYK4JN1AaCoHimw18203gKKNwdixtwYblqq7AN+nNFjn4HOgxPvTGOOyzLBf/xAAoEAACAgEEAQQDAQEBAQAAAAAAAREhMRBBUWFxIIGRobHB8NHh8TD/2gAIAQEAAT8h1XjRdaIImB1mIWg/IcEXHKmFcEw3ykw+ZMSkoWT32WKTKxLJT4YbKP5xHIaGzW2Qvy0HCFYheRwGRCCBSibSoOsJuE+RXYG3CTYTTuoWjoZOiJjhigdobvT+Ek8iL02CRKEuZZOF8kW1h8EjyLY3YpCU8dFCBrhv30dD7yEbDoYNgOVj6gxKOSnn5Izf986rsRyZCoXYVzhCQHGOSfmQ6MlYEXJUwJNjUE/AOnCeEduTLVDQWjI5cMigsG/R7EUJSx74H8B+iFXkSDSFhS23/gX4VgDsofDrg1DcX/LemyVCHKGSDtoNBYIsoMhQxpmxZwvT+MXel+dGN6ESERewyHrVhHSQMaUbewjClVEeEwdWwPb9PghilKdvJPnITmTTCF32+mhD+1wHomlG4P72y0WsSGe9k5mnfQ63A6Lr/ou9f4lFZUXuz/hYWS8SOT0I123hFHxgcSUflgUPUapjENWLQxjjYLH/AMGV6yMWCB6ZkGytWEYEZbhX7izB9yMXRh3k/wChJxC8QGwEXpItMT2Jp8k0Qf2uBEykkIX8tpvHAd/IqQrRRzAlH13DLs/yfDDVEyTrmT3hh220I1NeB01KZluyJdRQ4SFmKlfsaA1qlyMoh5FewhKkld8+n8IyoxaPVBhwbyDx8Fg1wY+htGrnNzgiMnlwF5CL3QAsTgof0DU9o32iMTIfsOYAhZAYEI8ITObukD2ZkkEQiu07uTLEZBA8J6C2HJ2JgZSJyCoMn+X+Izsi2tsLbo2qoa7h7oPBIXme3Z5LrDXgvxiDu4Q1GJMboijukvh8hoef/uRD0RA9N7KBDksH5PTD4mNK2mPSRsPZDVjRxbCkafvVjsQpbG6BJTLFNCC4qBRjOSOuCminxEvHbGR+y3kQ21D2wGGnzyHLFC49C18h6LWfQthT3+n8J20VDrRaoaZjauywu+tU8yDxY8DvggU3cQE2QpxAsSF6Z0Jsok5WOhu/it05xgUie7xAdUscCqGQEZeU23vN30BcKfLUDe1lENAJq8LpicfvtkvFjgqkzgewhHSSTF8SO6/Yjci4oonyPXvO6SjxozMZuJTrTc9i5dK9STjGiwbCsXVWfQaZF+zCZl+h0ba/ZMY0ntt/6Cne1eBkSLbmtip/dicB+FIpTv8A1PJj9Qv5/QWlm+AUNgvMIhQqKjyBqQmgT0hKbJ+8stMyGMnNv+APrYl2nz8EWkK2kv8Ah/b0fwuenHORjN73Yr5AnbXJ/b49B7BCodrRIZNsmBmMTn0/g0YsCMvR8JJFc+GJGkRkXE5THCR+RIUeaNBCyEjS2Q7Jj5wK5RT+vB/bZK/RA5NlN7DCSu9gTZ5g/uJolWFQJUt2GLihH+mW/LDVOiUTZkyF2Inwxr+J98GrFm6s+SgM8bZs/t8arsHpubaL4HqwYsjG/p/CMWnt6Syx8Zk7L+3ov1Wne1jBi9QTp4/B4Ka8EdNz7O/9CmHas/joejYT8P8A0SpTLS/nyTP/ALwKUlY+CdDBhTqKxRHF0rhmj6KuXWjt3oEB/D0fwuWnF1bQRV7kMdOKe3gRzmQipJ8+SEYlEoyLixWrl28CshKku9EQxuTIWdF8DhW9Iy3QxC6ZuKYI70PAsDQ7efMA2PiAwozqdsxGMAb/ABAkcs2pjA3U4cyFURmshH+CSoSi0THtkWuEpVDloLKn/o4YJ9iREsGlF3n9jpmS3UH50iY+BEJ5wT5fLE0wNg8DLta3JehuQB/94eK7bv8A6L/uCyn9qH/oBw1DMRZ0bYYejGecepHKwiXT0Y8CZsMZdB/otF6HgtcSWUlDkRhutzBdjOE2ZH7jEGObsiKLfg7Uq9gQSusoR/IeReBvpsY+haIcMYutHoJK3pRp/wCoEJ2OjwPTA0IqvsglYuNek+l+TIwniiy2meSLFmN2StjwDclguRwZ7FDcXaBJjhPO40AujKxqeQjM+CViUpGGUMwItONEMYnoY/Iihk9LkGARJB031oh6M8Es5wEZUKcUXjWwvhNBh44HEiSe6MDaubIklwJMnGOF5oSzMqo91oDpn3FIhhKN7bSSocZAksQAnPtFCPWGzdDOwxaoQcxNYYhmZ/fqiEC0ImjzQQh6+D/uwDMGgFl670Viymz8QYHDNwZrX4FOwcJDzk1BEfccieaEtlCLMDCLDQHwgiE7YTgCKdngbIzlnOgwik2DiFJMfW2LNubiitKKxNaLcYLIQ9FoZfTk8hnhWmR3i0ex51VgM9g3IZgP0jZhpKbt9CM053BrnIBw6JpgxpliNxKZtkiQhSED6IYOnFkrZ0ySDUpO2gW+yiMg8kuwtdYAyiUBJchlc/YYIG10LwOkxqzQpDE602N9L8fpY0OEjUIgjbRDEhdvaX4GUJaI3k2wKIYI5GJU2KLQ0jTOWQCu/AkFVo+JhVZXgTM8kMxYUUvU8iG7clktxiClkRvQ1Cqt5OAr76IZHAoHSHiFCRNvQ5ZGsdFHYmBOEGTx6Xj3lgvaLkWB6bCHSseaBgExNj7ppTT96EFvWmBO/LSLoA83COT4M6uSiUtwSaUOXJsuQ+ge98gxzKc0x9ZQlRDwJQ4MNNQ4FqqFjSaRVKDYLDGR+D1xMzLGrWj0eKKHPwBDYh9BRXRJRN5FXWYIdG4BS8jFFYe1CXvcZoHWZNXZRHjQ6SiCm0snWJxf9osB6CewmkGRa7CuGiH2biCdULkn2JWZvT+UsUWJYROha5Q+hDHNyxfAIC/g51CAgj6UYTIjWVsCDTPfo1kfyLhX9ERafyfyBLn9EZXwTkeMRGdVRuNWSgTJApW1QE2xNrQnZOid6dhY7GqhIH4vVOvYbGwSNJaJj0ThzuuC9ZydBpQiALAe9bk32LDUuQ3ciqF0Yk4DcRmm95EJgLlEtRuSSsIElmUVysk1iy4uOAWXYkIgSQkE8haWDqS5KgZvjMxEeW8eoxM9DKMWjQxYcLSFMxXVMFYKE+NKEWbsUm35OBmQk8IEJUbNEi8uCn4JRuXA2LWYeRuVDK3T6JJ5gjQKfhF+4GUNicqIG81TIeucAoSPTubLELgy+lFqMp0FBY0fjRi0d3cTVSeKQZlcXcDdiSXK9hFayTcIzHJbQT45ZvyQaufASkSJdMwPp60g7PwjbE8CRIPICmm69pCcTVMoOTlHEkhKBISgw6MBOzYOIjbSzouyWbx6UxDCgN2TGBHIxadFPwccwnYanIliuOSqMFJDjFIkkP8AQOmDBR48SQCeQDYVY0llfsRkooYmCuQlNyBtuFAxx/6ATii+/kwhAR6nIZRRMfEnSgqgWbMQNQg9E5iUPSskwsj0FZQWNFfoVsbNNfDO+kQHMmy8hPdXZKBnSqCSLM5VHzyJEiSa9hHO5iEQXIBaW5wUZbs+RCIlzTtAkMe1hAkVGAuIkQzyMHAlUnkdaBQQSW40GvTV7EsgmbkX7Z+ozpZEi6egVgY9NuzMh/zIbOElknECFy5ZQ4VslhpSaE1wmQjlaQKpDSYxQnpiSaJycNvQkQZNJd9xG6aUdCRuwm0LopVUZHuMtM6S4lqB7shqeQk3uYExj16gHFinBxRPohbGZCMhjPBd1JzkZYEuQbI3iJe2TfAXh0E9hLZuNW+QYrpG2VZDG7yGW4zlPwSTgjYZJ2LkMhFdgM3YqEJG4qsJUMwZfJFFQKJhYa7GhdkVMlppTE5+lQEUHQx/YXcSHlpQ41daRyOELsc6CFdSDVubFS3uNppQdGJjZ7j4WoAcW4U2gZ0rEW08i1DuJ8B/3ExwjKRHkEOhAWx7PqCJjo7ABeRRokhDES1gbzCHBYwSHs9VFSTGdBo1UMYRyJfQ7BBYFsT3Gy2LuT78jeDw4gAYliDNjly5EGYS4A7gTZ5cAY96PcO4MoTkVJ8QNG0J9igGxAvA27LlkSvfR4XgQjcqSbpD0UBZMIQYypyRkVv9CBQs+rVN9iFzGJtvpKYFdhaMV6MUh4S+WUyG6CAOZw5KwxZ5cmDA/JKH4REuNwulZet8pUTFDeGBETWCPORWScE9wHDiASFCDnBk8BzWzdtkJEoYicVOnkTy3l2PgQkTGBohbiwYN8HguexvAbn1A3ezOMJochwNt0QJ6JGyq0El4jJiAR4IF7+Sdc1V30MAzb0okhAhfx4g5yAxlybELT4mAgjqoRF0hPGrTiLxRcWPwXo2EEdnuL7GYOzKwxmbx6WxDaU6mLpknsMIHFlkzJAlnQ7GO32I8CyORyS4Bap2fEIWiPGiOmRK+hugDOUEm6dBKi60n9KIQGSPNjY8jcrHgX1ohIoWdIosT3JTM/j0tpziUNgQujl7ax1tfIL8yxEXaYkEnmsGw/QuZAniL7E8TsV+BJITCoiL5Nx3uIjKn9yGEbjGwh5MjQhQh7SUoTCGSPSYyh5DYghFM9jyIRO7nJDL/wDFIYxCmwsroXDQ8kPWWoX3uJRWkcieCTdH0GK2AP1aGBNjYvQhE6nYcJ0JCOiBA/pVgl3QnfoSSPC6UaJdEjI1BZmLfrRK7aHDr/fQ8aD3clsHEfY8Cbszt9x612VNQkYMijjZHQ/YeBCqRDeqEFoeAtBRuZvHqk50lAQEg8jodl5sIbDs+iQIXWkQiQb2Eue1jMR0mjpIFo0fjRZsViBAhUxFbbbqddp22JuzkHvAxiHvGhkCELsojIjbRDJ49fsIyPAzJJAjiDJJ5N2t7IZx2T5V76Q6EQcJDyldWgGyzgb7aGJjj/xCgIEFpiTReZ+cem49LQ1FyIRGrLFyxXsK5gWcf/FcNzr6IM5LGfccrUpIRiFj4RdEqfsD3t/CFYgP/IVRRxOzIhfOjo8htCydhtTgawGGJORj04zQ6lfgenOl7aKxbid6OF/8EHhvQ4jTdEQXDhFj8AZedjYbFYbkw5ixD+5bsGBX+TYKxaJOx5gbSlkPbcKAJwNtJFPds88jrfXcYs6FYsRqkeleTJizX2TYUBk8en8GjTQlLNwuhHZ6ZRoyfY2LkkqX4RFK9icmIYSFjqnIZEUO6Fh0eAGM6c3jVOiWjfI9plh3bGTwPgvTc31Q2SIJlvGi4F50zePSgdkGRaCrKHIMLG0wnuIAuwlL0/6DAIl+RYN/LKPBF4hs2CzCmBxTTTDrDyeBzHwwtHAuTbRIQudfPokrkbib6IQywvShAz4B4iT86W+b0JNNz34Hy3QbTXshHzlmMdN/wCxZZdFneBpJjIWbGGB699qaYUMOQs/8Y8kWb6rcca1GjEGZHrsSNmXx6WQQ7eBIJuR0IcCcLJJBLBU8BkTeJsstGkI6fmgb2ELwFSN5S3GZbaC4FnCXZxoAY+CaFGfkpoWdPb0UeRj0w0c2VQs6I8n1vT+AYenkTNh+wwFk05N0NzDuE99FB0e5FKEY8aJwzBwQlPTsUuTd4JDow2MdUZGtvTGiSkWh40IyZ6MWSIWiUvQqCF5SPKf3t6VP4knydEkyOK9iNRXyfoCpJ1naLf3JrW+7/AS1LMa4PA5FjTMn8E0hqV/5RK/6w7Am/Fty/wCMUPAN5FDOm0lb+hXh4we4DqSlddWsIjdLqwWF70YtZJOKOluYQXb3+hAy5CFd4YkUVBa63lZuzNZgTnHUQUIUVi2T2ISkte8P8FvidOVFCfhhX2zixF/yXWiMhuPmYI2FkxM/6EIiqF/tC+4MseFsIlWf3lFY8czQpNruifqPI38TdT/QQhGiNx/6Eo+CB/4LexvjNn7ZlIU4UlivYS3j0ZOUuiZjAvAH/e50l+A+xdb2icR9j9DEojKZCfOy/qZ8pSRXgv37Lu1LBZvyNnP5YgDBQenVOJBG6rVuCYNbZnvYJQp9i4KNCol/OdGk7Gb71lI9dPCEuhkncJ8hOpLySPa+VgXE/GSKsabGamHMrIpJNS/3yh6zQCmOD6lAx5wfoRCSJyGvztrwgu4KpOQlQg+cKJtKtbVkxvowOqphAil2l9fqZBKsnmQOV1iRAHACsFhTV3RNHyCmScVqt0ShewhPb6PYTDJO7iNGMbIStlJItgvuwTxJsxlT+hJBUAjJJKh4GPam2i6/wIkpOLhhhuJQqVW7ocYfGyNrgH2SdDdyfs/ARAuSVsQP6/DXJI7OGnYhWXZNs7Y6yTtlLxJOwMtSwlUTL2MMkDwzPkXcASpYX2MDQArxgYzr4A6K5XYij/aq4CHCARxVtcD/AJtyf9ib/wAv0RSuu9Zij6CtrId7BYupu4WhlR5s4pr7Y5zpL/xIJBTBBuYkW5eSASxZkT3uRhnWk1YB6Oc+WGF3KGzyu8mO7+myryfPHhD3tXSQrIwj4x+Gbpgp4xfsNtOtj2C6ZWL8B+y5+cTds9yfyfSRkx+x0iv5ng/nfZOjcT9q7LEoEEzHhlbnJ2G/SQ8PtQ2y1w8jOTlwxVhW12QhFVJtufAQOoV932Q1+nr9O2Omh6Vy6wgISgwXg07oD3/8Ir3G72sjd1CyuCsQgXvrjTH6EPwwlxGvoc7fRF00VXGTfH0rynnPwWTGUi3kYzQ0KzkWTS7JRTDFWyui8s6l9HBV/MflJWjFHDKIfDxaNKRXvJIbgzQpRL5JfeSCVU8CPwMjg2fsMbmPIkM7QJkuVWeZ8I3woDlx/o0kQlybjEJD7FILcatn1tIEm04eNfwCyPkfQYhVU463Yu52lLdkgYkj98XRbtgieRViYaCGAsiVFKF8j5qBomRLHSFMezJL6olIzSNn0dCj24jAglVTeH+gm9CthG4OxmMCtiRoZNLjllB0nm18oEdBJJb/APEJEjqgm/QiDQQqwih1K8wf2mICESlK4pd487jq7SouPcU/fKvIRUhmLH6peHkI3qpisx0M2jPLXKMC1yk48mKJXKozwLF0xAtoP2ShXaS2BNXTOTYtliBoglD3gupqicYCOKBryTUyz+apJFkOW5Li2r8YnRsJ2LsQ6v8A5oy3RKKb4IL2UNI7FFFBJZRKiIToW9jZJwXgRWSyAaJvFvoZMEAmPCRACrDZlAw7FaVqCUW0nvIqP0O2XjIpXT2RUTZSkgRBiSyLs2OZlvfk3+S8lm8K1Ki7r2ZQIIrRYUJ2hhbE678qqfh4CZDKZYvZIGGiD7ZMiKuwhsgX5ip+1LBO61mZBb/zDokXFjGhrl7rgRaC9lohNvvIC66xVQ2nxThBzgWheXIWzdFE/J//2gAMAwEAAgADAAAAEP8A3e7i+s/eyBKre0pJH/jCP/z/APZ8f9t8VYg4Iiny24A+k15iu/8A3a7a7q9YIjymXqgtLaF57LPf/wCtbfq496pvhK809KMtv3bwbv8A/pW2e4eQIAEKUJkkjhco937+/wDxLvntG4r5zaaxnFnD7XvvZ/f/AM6D75fZKlUfZRvSda/zzty93/8Azo2MdQ5115wt/wAzqOhf+0fdv/8ALH6b9rStC9O0jtWF80O5w77/APq1jtKu3ikWdWN8eibwu++d8/8A7swOXunCYnHrmdtOR318tNbP/wDEb1VPTr1/3x/+9xlPTFyq+P8A/wC8pW7qu8sYP9/T35fOwKP7/wD/AP294r+POEi62E3V9NnBW2X86/8A7/Q+vb+3OUbvf/XNPnNy1PQv/wDgz/7frwbX03vtEm8Xs75LJ3/+S0x0/wBKnkfKmtpe5W3yV274/wD0vOnHKKatrHyfKmf+b2luv+f/AM3333Ks1z0SDVbzxZ5f1XpX3/8A0v1S060tSuy8Jyief3X/AL7RP/6ds99xn3j0c+PXv2q7/wD9qrf/ANV4r5IeIox2+4T879v7+yoe694E8c0WAoei4AmIA8UKYYq8aM1uOMttgto3y4idzOe3LbftX9N8/wDnHsOuXr8lqrayVffx3zwfmeP/xAAhEQADAAMBAQACAwEAAAAAAAAAAREQITFBIFFxMECBYf/aAAgBAwEBPxA4GhaRk4RXZIzbrL68G9CHZ0Udtmu7Q3PYWomNEtEfkWnRB2PZKxPweLnnKlHURdHwqpx/H+gacsivx4xcPsSvPJMQUkZaSVTLa3lrj2iEMUQb4xSlsP1+Mui+jVvPGJmJ7eaJAgYVD26I7OmhaiRxwVBCeF3BdN54yjg4+3n0j2H38BEEodiUzozCyxqsJXip3nVQmyGiEkNDEEeEsOxLhZjMeq5aqEaUeHOsXbCSSY50RehLVQ5SehrQ6JE3ikqCbEiz2P8AMz3sso3exjF9mtlIIpD9YcwWWKENoNKCJqGrII3G0Zcztom8kX1hy52JoD9DVBWxqoJ0jnNoEcIQjjLOoVqJVc9SWPaKIpoyUC0hxUloaKqDJuMXIG0nse6hj0tsSK0yi0Jqz3Jq4eCw1EmKQrdY14L0PRB0tNiPkghrQtxJhaQhqs7IlqDXsWUoGcEFbF2mJYvSEtU3cOxvWjQQiUbuoU3RvKbmh2bpn8himiEEY7iFSEsN11i1mrGQYkQCGpl2Z2aCpmk0R+sJVBNcGPofwSKsd8whN5aGSOa0LZ1y5ZC2rGvgxLZxFbeiKC2M6A6QpoqkUPYloX0mJiGg+2VaZj1CVRB10RLEeQSgl9Ei5hD4JbFs/wCCKL46ZXRdnhlPd+MKNEYjINiEpm4uJ8HuKFzbxPQ1GFwKS/HjLzRCOmei2xJJREom1jdeGbhC4bG7hLNeaIo22buEQymhV8cElRD0eEvmZmOmWt28HDePWsNbMTUGp8o8Lnw0L57Z5PRibH3Eqg0WlNQ/miRCCWV/IC/oS0JVRLDwujKguC1lfMIaGI0aobuTzCzC6PsfyhCEN478cMan/8QAIhEAAwADAAEFAQEBAAAAAAAAAAERECExQSBRYXGhMIGR/9oACAECAQE/ED9JxjWo8gVINZJISOInjorbRxGh+0MqdlGDdbQx00J/Yr4GdnAsY0Q29nH7z+/CHtVguAiL7PQmJLa+RN+WhOZXQhNiUKKjT7M/pEIo1omO5BNaCc2KhohaU5o58rBIw/AORC90axwaIxX2c/pFiYVShBBI3dGDcoQQTcHPYn7omvW6PbCCRxg9yp/1wsdjexU5/FLQm/kWPPBapajge5Ye9YWhnY7gKXRtCxs9IrEwapiGxvBe4x/gbWguHIyj980LyWx5aOjs6sMkOxN+BnTSLsQ1bEpTg2U3g8U0o1yIGx98IfB21sQ6sOzC6eKNbjaTHo4xtx8xtFwSrcE8KoJuzUPqnoSqh6Nok20ORlJm012JPeIujZEFXBGOKolgQGaR856FpFZEGiU3Q60bkk5gsCwV7ENjtDE9AqBCQzEw7htM9M2T1hEhozHWhZaRrJGbiWB3g21l5v2RShb6yARNOmn2Z6FOSNTMOxq9Gi0sBAjg9MlgRYxq4R4KWi5Dko/3z0xM2JGJjho4xFrFXQjdjUOohSixsuE9jd4NU9jViJfZlVhtseueipqNtFYyqeBxRbY8K+hpvgl8j0bffm4aKCHYt9CTeIS7spsTSUOAKTEkhoQ3YtRus8YmYQT/AK5YHrgxwyBIug7e+BspxRq4NxXjmxvQliiWjfofpy8m0eWJCNia/LLWTRRCWG8CeCC9Fz+3Ou+R0gSCFBeeLnZWWxdGLCys/tysYMXo5q8QqUewm9YojwM4OLsfRYiYSJiH7cpuxErEKacQltjXpDk8j2PbE1/Cmz9uUJMdiZDXeE0IPRuB44huKCVJ61in7cPQz/cexDdRosNNl4LOujdYk36FnyUZ00+3BlPmx9H6Jmhu/wAFlYSE+kPe+QwcmayEmbCejgseyM+iOBrwjI/caIRkZCsrKysrKNgCYooix+kUuG9CWjlsTxHSDQJHlkkkgqNFRoqNDCe6IsbH7n//xAAnEAEAAgICAQMEAwEBAAAAAAABABEhMUFRYXGBkSChsfAQwdHh8f/aAAgBAQABPxD+LadIBkDXhgN37pxKFLPiUCNtzPDuXELb97hcDXJMyO6YdWWO9xBkALu9959JrO4rOoDW1MYjdvcdfv8AcqLOMgTzCiX1YYqrx/hAAmWjAia2vgX8Rlgm6yHtuKqrOTKVAhnmZ2/dma8ytFulVfzHNh4dxWzdR/YaI3B2uXOZ6xrvDm8Erf7o0WOaIwocss2YDF3ByKcTG23EBwo7w0ukMyrFGRvETdG71coV5aiYckFwNhvOYAuAb4ZdQ4Y8+sFPPz39JsU00/uGgt3qpgcY8a9ZonJq5VZeTUoCko3TMCZU2xZfV2D1l5Nw4eMuJeDlsqlsDWY8bGQo9oQqQWnq6ryJmsTA8A4IxyZNXJUtb5x/MS0mKwDV/hFBkg5FD1ji7o9JnaoYBv30XlzH6NmArsUUUb5z4rCTQEgLUuB3VWLYBMHpKnrEqMyHepQTsSlVYMwETMCRW8hcd1Rk/nVjUWTBAeq68bPmKhKU0mKlVqvb+BQoS8XG0GKtYiILFoC37IuUYWjRgDhNJxkgkZoLeqpjUWXYxa2ArJR9IQFmKRWywuUCj3h9yZzCsp/7KBEKu97ggCaH+4zIW93FkrnlDc2cglJaPFaiqkp7c/EILUV9KQ7wH8w4BViqDRGst71GiuDddTGcFGu47by8ESkC/WXY7ZbxbYsYDyMhG5bry/ufbPyz9l2lsemdCN2vdET3A3WlqXRG2Axq+YUtQUxffyWiPzRFyit7iT9J4mmkPvEPufyEwOblR1krMspDgn+l7YwjTEYtR/CrX5QVyuc9ZQ4sIRWGEvfV50xzAWKt3X2ZUkoxF4Ev7x5kh5ZQ5kLX/ZYme9ZNfeUpztjHPewT3n6XtlNPXUJlr2iPWOn8Y/MyGtSzbNbzcpe/O4Ebx8TZaVu/O4luzLOcuNv0/JT+5aFpgq47IAvcL8FfeZLw5lLS766mjjW4keecRNuJswNMMraa+MM+wfln7LtLTQISgi6OrYO0uADkSji7Zq0Z9iHyomGjnLtX2IXAomde9qn6TxK4yUL6P9/y0wNeoSZkIWhwff8AfcoWtGV92GeakEv3xTTrw42Pb8xK7ogXt41kT4jF397u4w2vjW/KKcYBSN8xFx4AgrXeAgEAn0oB8QMuXtlv8N8p+l7YvmbWyscQAOYyDTGP37SyVjOiO3vxE31Wo6cqxllxF2ZqVEUeILKK0B1vx9OorNJZLxniJS4wS6ZF5GMvUc5DAe8wC8XKznzmXcaUZzctMoKebcp7WVhbiyrCOIiuWMFjHcTRNrsKyDp/ggmDNBzAXcMDSOCzbAiCS7o2s8i37ELwdr3q6rfyfEtx7+NZi9gr4ou8WPWwjtAyZtsHbKM/1gyhoOiEDViKbj1ar4zWauXYi+BAKC7ZyU2kkElx4yMVinslXjdX6n0asCEMd8S54lDGwra2N11Fp7SwF5Gmk+0TrPkbUCRygFRVzKDhIU8QUShgFMdw6nxtBb5AtLgOIQygrQLeQJa7Qmd69ZlfxFb14lnN8S7EHJO41B4bqYKftwaG1XxOJvTZ6/Tgq8P7lFPSDS519yZZreMtpKsXrzMVr1lo296lcLrU5HG5j3sK812Opfyw7o9X0mXmy8rteZUD+BBhC/F3GsJfg5mYUZn9q4UwUBUPHWYNe9i7B4m6Elt+8I+MVaFN+JacznQx7hjeLs4qmiViL1NODEQF4KiqPTmHNQ2poezMsd4g2F1x3LmwxKYPWSUGucEzqsy29Ss5lXeZnZymud+krxzUGL5vmXz83FWcwVqqYzqChbZOw/p+mtLqqZv1mWmeLGU+faZMi+kDlvMpp6T1gdNy0q7ZkLd+YtXs3MDXxBF8diBgCntdyvt+vLgwBCDxm2r5XD2jipBmxUw06yiq1muSa6sLXaBbGVGB7ZHMvCM0U8AorbGpY+faL8uOMKUDwxocUAKPiMCBd47gxHBI8AfxMdqAvrkAEHy8O1q29Vm50fAJTdb9fmELUeFVrznmANoBcVIMystdjSF07HiLbubIJXJdazuMhL9u5UHm85Xd194PAgG3tCnfDDBKCl2rY6YY21xivZ7IVZcp/wCwCa5YMtaK2ZlB195Y9nuNWmJaHHncU8OaiqDWNkFNfafS69j+4wdWAdV4qFHmkx6wbqmfWWA4PSUKYrZLKqtnHvMBlV9YbOI/tpPgsp7/AIxWKaO9YjfwkwDN8Iab3DhG88mGjq37CMpUU/mzVcVA8UaZSWPhGvVLnporOmPxNCvumSFGhz2VKCusP7w6JdF4AhTSjE1kNfaCaZauYYCZOYdIC0VEv4hi9/Elnhp+ZWXn3ZcPX7ERUKABZQ2sBh5hIDArcyDq/un2z+OT72CQXaDlnB/EphieNV4H8N3UtjCpTzXiWvzczN7cTExlImTgiXrPv57m2882RyrQeZt7rF/mMWNF0G5UOqMXf0/if3LyRdLdcQOXjRHa4lKfbMFU/OZStI1DQ+1RF3T1sMvHyq/sy/aIhVBXoqIcDOYVUGVVdEaIHHhIz9/wjDJsmrHGFf8ApK3LCu8Bv0jmMsq9TPOpp7nfpHoDqlFzNvBUKMTD4DgXrKz5Rd8HhnV6i3R5D51TSrfDXliJYECEgeWrfliGtdZ4Xwb8Mbw+JqjCZwYec4xnie/eqqeYj315rXf8BvBfopa2PzGCv+WKUs83z9De7nDx3OeauGGPJiVbLL58Eq2nLdUcyq7pm6XzLVWIVHTkK4amoVmqWAKIVg6+m9UHT+5gacZmVmoZd68S23swKBxDRqiskL9JVF3rUUaNtH7+6jvrLnKi/cCffJBwDzlAZPAOIghQviq9esvib9QvfqOrxqY3xhtN/t+UqxKlfZpBCiH4bB1xhFob4cUKn5SizDb0kPsyjYturVBAV2rxlEF4H4J+y7fxsXjNm4asY3f2lBjXuJYxoq4c59Zwv/aftPsH8c33kE0M4Gi3lBApxSC7BtJtRTpYCluUHCA+NsKp7MOEgHc2D6ti9pReHvXQaSyFjhK3UW3xKFWki1brUrHGDU4G5SL6VTFY5qj5lxJ78xiA4339NKTGCzXZV7IKfPMobGtww6yeJVfB69Rw5Q5ROBxzH9sciYRQ/wCFK/j1mqq9xdGLZZf9hBy+ToTT4fOPXKRqoFKvk91uolTwW14Q8tvzuV5eThtFO5VIKDQ73VfnKCoqwz5yzEIYGGr8xyafIM/eWmL5EKtuP6QDpxtQVe/MMpjVtvIuFNtnbS19f6cVHA2Mnt7wU9LiwtrKxynRi/irYQK1KV6jjqx5dsg6upggo7pjvvzA7kUdkG65au93CC8Eco80Y1YfMrqwig8mDNKrX3g8tXqYuZLGOf8AsOQOB4gafFanLm5hYN5mWFHipbkcKXiALzlMnX0rciT0A/2OGqmX63UFb5mFj3jJR8svDBT1HXDQzS4MrlazEEJv+cN+/wDHEuNE1b1L7HgBMRFgycwF3otxmKUCjpgf1AQUq1PpHXWDgbyFQEqrV9wvTFcUrMYsYVZWkBRW8jC6/MIkvPFm+v31lhAcEO+bjIQ+YMFS4+ELL5X9qiFtMnpNc7gJm7r5hEEvNXKpi8f9/wAiLywGY9l+8UtBGnuo2lMnHEaWuujiEodZ13uArKW7EI6TIPnxG1Lz1CrJo55+lz1yHtATbqo4m2wJrs+k1o694NF43zNuBSYL44uLDUoEsHrRaoiCUUf7cvj+SCwWlLqXGwWkysoXSumH1NxYsNl8Jgu0+RJnO469PMS3Od3n1hOFVYAyiVuKlwS6W0wXzqEyFMsKNcymyZGWpTzZW2nBLIK7LKa99ysUo0csY/MubFrJv0IvWmK61/UNMp9UqvOvMC1vvNKM7ceItbcZ8xNYLvcuqyql2KujPtBhpt2VKW1S8Shd5azmZrGuomnOvpSmup7EBfl7W9w18tkqXkzUyKdxbuvJMYU9rmHnuYMh+JT0tTi/L1L22bq++3t8fxxANqymrqGB2rdhXzDwQu19+Jlf5vKuZajXK4ZYuxWxf/7HEHiqr9YEz1aD+kM3Ln0o5bTJRqajrBSfaO+AXb1vVcQQJu5BqGg6TQj8fMoKVXYU/p+IFtq0qhLc+0GLjyWC73uMezE0NkSO6zeNwBW2NkCL1EmB3Lq8y9VmKyr45lBK11ECm63E0axuWGzfcwwfNQ4rmBRbPhGNVa4+lwKmWR8EYoYroupdMZQZvIXDzl5gpArDAsQVJS9TN9pq0zSXvqLxDjlea8RgktKNgmE+04zCQjaqAlIHQELTKjTut+t3oZzKXo2Av2JQslLosa2MtGb0U4qM0qMMxXbiZfaWAmX7gcTNHQtwut5zMT/hdtijetwk2GqosoY12DaofTvu6llqZrcZuMrQ0Ayv6jHJRo0eu1m5TvAqz8RvjvOJcDV83wS7b2M3Axhd7jvTBZXfUoFsTUqunyalwyFVfUwcQG9Y7ZjWX16hwoLc1e58kv6TZm7/ALEDdNoL4xLYBypXUw4AmiZ8UxGgBfcGi+WMTg5HmVXH/IoFO174ftKZjoc24r2Zk9E+A2+04lSuEModh5gcA5OYON+8GwFUXrTXrqGm0RgE4xfvLw7jZ5195hsVVeLjKFCmotMYJy1WftK9QKhMxuUqmhU9bnPH7hta+8e1dYEGq7ipeJsDhWTJtVY/fxMkv9XH5g9rxqYuGuYD0aJUevyqrS17fmEYu6wYmjTL8Qot7MzJcx0H38R2GAl+S5WzONdkpZ1u5dXj8Rxm/vqYt+kKcXP9RVawN509QZPa/P0iYUVg9ouK16m4RVZ0vctStNlQ2vpPt4lcVmUStZ1EZvWoDsKg7GiO/wCj18dxkQKRTCTSUW5ag0RYOE6qBjerJeebjChvQGZSMOq4KwSvWI04Z3ADIqb36x2TAL4v/YwF7aWmBYmsKH3JVTrg6eA7lbkQTWOoVAFG1le5cLS3PvEd3aOHh9m4tstGd16esqdvjcqtItwaKcEUS9jnU3KF+sAY7HcOR15hWG/MuVuEZ5+0sbyVnEqG/VxnLN6zAWCq9Jc3fjEooXB4WI7HGOHr9JpdZXGSatoeHA1/5BXQ9uZlcWczS71xANNvUrSDVcdwoEuVsXd2QNjAJghfCH+n2iHsdMhgsDRGsPzL+IqgYVTD8wNbQ7xi6ooqzFkFsUasstfYg9Ra7lztRjEZYFOje5R2DpTeIhcWE0edesrCt2sV9ICJoquooWWWge8zGo1LxniXX1N1fuaZXspvGruGmDUbtAHpiIN5BMVA5yEzN8yqMPEVsW7hXlJfMJLerjeV5ydTeawQA3cstmeuIWdn5hEOKv7xGQQhUkqlSbT7vpVbFi45lJrHNcwKUxVVBHXXRA8cwQbq77mZXvZKG6NZmY4+Jm9y3PZrMtuHPkNP++8TJbUfLEvm7jNRHtqaXY5goWNB3XVSqNRaxxE9QKvLcD7sVJuqGVkaBS/MQ2Lbo7jZ8Je8DyesbhzZQSq5DSV3GnDd3mrCI8RrSDxHOR+zPpAFGs7Yi4HuXodRV6MF3i7922JveYgNQyWbYAymLslExaVzLj3io2xVzI4eMsBV69YBRyxqPyvVxR1xGTbOqj6Vn5Y1aIaj/IaejWX6Vpzb38Qw7xOdu9jLCrbzUSm2qE2M63MrtpzLvVPENFe0DTHO8GpXHdDj9Yf+RKtLdspdyji6hnmMBgwO7e4DGBS1fMYHO4lRUVidqrD8xFRY1m6TiZYl04JjLu1UsKlZU49S5Das7TIrPQ9u4I+XlVicmUz0F1MBvvh7X3AGU3E3YtTgVerDHvEdvHrMz2RKVY8ZmGGKxmG4LGfmFFlz4mSBrUpnIMHPcS1cSgU0J9//ACWpsvhjycjy+IpYcy47SoKeKdvp292zJ2miJo1gmXTMicbuVlp13FR4rTHLm3ETB1xHVAW3zDJaZZWWR7FUkzltcVVKXzVQiDFcyiCuYqWiEkELC7mvSNHqBhh1/cY+kJxhgTmLow1nDG+xyNqI4QjyXU4iBDW6YZilVN9EBDpWQGYi5rymjUqh8wPodQrgVAZd4+Zm1tU8HB8VOTE6J1JlSjiq8wBth8wcY6IwTWoW2rGrzKX5lgzUALfNWZlgW2UM6zouO1tb8RQuEuqt3xBYBnNn4l1+k6ww31FzM3Fd8fEoDDTol+JBQiZhRrrVTDeFrzEuZLxN31LINZ6jbM7imgTywXy/poxLxlmBcoCUKBoNvWAkUFgHd8TKNaTLlR3uX/MqvlqceIShUbhIH+R5EyQkBr+qhDxZWtByestVFNUOblK15rgMy1lavY39v+wEr0HTdhD7+8Wj5Ih/IfmXgvtEcckC3jjEqUJfkj0vFOpmerM+9ywpqzRKUWupu8IYLtOtftRCUmOokQdWfEqyVQ6iopnxALbuJjuteYap1X0utuZQld3PfbzKFrd5gX1kvMDTT/ctout/M8dpjV4hC3PmIxRMODRLjCHBUtHxVvtKdEb1hHQuMSkyq9vfzK2IfQR4sCxwS5tNcxfWCuqS7PZjcx94MRNvaiZp3HgjnWjZMmVOOyJa3KJ5BPEzHI3Xiyc4oErhgw+d+Ft5+0JhO0AAo7Itzh2sjX+Qi0g0njnEVjpUCkfSCicekBDVuUcbCXHGWpdbzGXBmNS68JUz1x++0uecO79ILCMrNSQ4R6mwdYPMNooxiiBdfxBmV6Rq39X9NBW/eJp4niSvf8xrDftCSsj8Soi/9iNDedRc5947q16zd95iOAl4blBLaGvnLdwyFbTFfaFhz09SwGsXltmAAK8l3br2jV4AUV80kab3Ddlff9zGYi6V/Ew0ECLX1qNMWKau0CtsPoAso95US3akazjGPATenlTmJCk9HtnzAOqi5K7ruIaB2V5G7+cygaEXNU/z9oBrdWY9GUzezW9+pSIp5qBtbDTxBlpXVx+vl6l1HC9xSINSoWvbqFXHm48twq2pquNwB1Sb6YbNPjMardh7QCGb2Pki8pQ/P0gV3WJgCj9/8l1vNahtwehEMTUAvT84MsStOcVKbRP8mzID2y7KWNBuX7SoDqwYNl1YznVvtXvBd3c2NoaLywFAWbDhcfMEQ1RwDK68wZqsmjMxQqgYObnDFhAsfSMC9Aq07/5LYWoFYhr3iHDXUbs7Jkc1aHDz4l7ZXnOt+8DVXsHtfMJKDEseklvJf9s3mRasodwZQmAmvzEUoNrlecP+xr8tlQNHKBwrKQUaRCKT47gvhGBUd5hhoEMMdqhmYKVCtRK5VNRlcWGpZINJiOI5IsKH6Re1Y3KtmvUirQFzxABYvuExeLOYbi9RZXyVHDkK6mTTHiB1U5eksutfwNwtm82GH3fhhEKdVEXTKVfNSx2RQpdHKeaizbS8XHBXLvEoVsy0jTfo/wCQho50py7d0QDO0lN8Yc6MRUa7GG+UfaKKqWBObu/iJx9aB69Inim8L3w9+IwK1TVboe4as9aKMmy+f+yl4sI68igxbeXTqOfoAc5rn93Aqlu11/sC/wBDBgq/iIkWKL7iUOA1WZn0RVikTPiJyzT5i7r5ggH7iWoS28EJjHpM/PlLhSvXMrNPmrruFdc0ZTMLW/GH6aH6QoRf2kIl50Xzx/ty0WjdERVbqWu0xKW1thOE9Rm02cJCslFY3NeKZyyy9UhP0qzu11rXOb4usy5Gk9FuTxKjVq1VwVhQOL7iUsdqFKr8XKrit4tN+uIi7aoLzL/NwxwosYvVe8qwZCFXOt7llgT/AE948LQtTHMesENZW7/vUqcAh0vTGbG1OXzAYo12rZQ82iKF88Q3LsivX7/czAYMNysQVC4Lbfg+8xb+zApeKqZzwYxUyqlQNSmfEOWmnY6x/wCRigItVzLANnBuMBB+UqfDqIIdPMpWyveBQZUw3HftSHw/SDGRxAIAS2yVrpNLqMaarnfMC1KEzeHioWn8ygNuTiUNeZc13XFSm6ZYxWUGwvLFIYO0qrLgWk3Alp91+CYys16IN6AD5nRLxgnL3K55eG8lifMWZcFljzXG5XhKOhZi+uIJmGgrJ1corelhnF1Uyl6xbpdfrCk1GYLj96gGkomrDX4YQaa5uO4oiqxSwoFKKFAkRLbrbW4qLVvUDIlgZBf5xKhreo3WDHMQUNdQU7llaMBdQHk5uWBaVyQW666I6rpeYGt3bjDEhzgrb5gtF28XuUKHIxEu0UHfj6VbVUA74lBQBylW13sziZ+/mKx69JdzeeIoRAvbEteHqDEjO9RRu2/SXQXXj2gQtX9pQCo41xE6FaitCLrB/T7g0mQ2Jq/xK3/U8c/vrKBxKTIjkZfrFjhXF/aNVuqCy4sutQ5N/FKOXu446wqwFx7S4VUSjPvqL5BmQOPvGkPHwRHaaMe0Hd4AvfMfspbQu/nuAgAlt7bzKr0lq45K8Esdfsxhwqh6cyq3p4l1DcyxxjFwvSVpt5hXgU5v0lqrGW5bIZa4ZVhZveJWjRkslchnt3BTnW3rMYD861KiVVfj6al1JCejQlaiSFcmVbd8dRhD2llaeLiKuE6i+75lLdZPE+U3pH1XVhyxdqMU3GhesAa3USnuAs516QPmiB7nvgaaVjjBq+qRwpZIXeavWJcdYBXTPwwjTfIbG7qVduI7Wv8AwiVY3oGOAM5WWFPu6q8dwTYCcFMWVWrl0dxr1j1iseLu4UbgutL949I9+Nf7CAaCabqc+2TSso/MTNvr7luW30lnOeqhFua5uWdciJ3gJyezPMIozeiuYUsWp1PxXncSl+0lBdS7uEAekIcijcpg6c/H0gzhfqPTeDmVrohTnmYiZ1bLltnzFBTumsQzK86qOzJ6Tn1jQ2TLLQY921W42bQ29y2hDAqcoJGl9h6u2GLbnNkvZ4uEoCjsq8fi4sd1NkRzGmr7mrqBVJit1mMKDVVzd5ZnZW1jGw723mYlVnmATF7zLAqkKyzJ7xji78sJ0cGSmj+oJzNz7t/wkbto9Y7BtcKGfUDHrMjwEoloG8S1iqxKyu8wqyt1j2jbiAPMNh3vUxpSqr4QuTHjE1hq8J4li3fndQMqeao5mzLj0lg17xre4tj3PprXO2oJevvqELTfp/2PNUh3Lvloqu+O4JS1hjUU8lcR7MfRqW/DiFN58RhalvwSoTQrtJz/AH9CK4YYtrBxMs2TOT2/MsHew8SWMJ7Tamgq25ls5uvebNNjiFKYetzDkyXM8Q4q+uPaEpvt7iuD6jWiH1M+8YcNw+kYvZATirhMtceGrf1Ed7LNquYuL4FiUP4nlbO4RLUevNzKhrwQJa3ZxX3lGb9blAxqWMVs5ZnIZqWvTjm3cH0dxkfLJHgazjqE2r5ev007cckK636zArZt8w+yEXbeaiO6TiKscoCmo7tyyhMdQE54lzD5a8RRqa0d/wDZVIAsrNuj2MQGejdtmbK3bxQeLWWMp3yYRtwMpeyU4q8Pcp4CHGIycD1lgmMsTehT+MuFo1mHD9WErRVDojzKFq6eJVFdhUPwtHJxEWZd26FtHoJqXvM2o80TdQ6PzEd3MZ1WMQCqGY6FU1iCBap73O94vcQbo8PMWQ3fccKV4l1JqWsnxMt38xY1y/J9NiDiXNFqu6hbQ9TUoZMVsliy/eEU7yeYmMIg2YY8QjZYZ5ht9IaTXe0RLeEdMK/v/gg1WA4OoSqsUeWKd2Cbf+rEdANBWo1Ni4cy1WcwQ5oF2sCXd+jDdF0XiBlSYbgbBldvcQtvgLywVhambyL0KK7lC1RDqEyW09Al0lmcBGfWFcf6PMQnHMJEqXoFSburu5i8HiJY01EuuJakrc0S+Klmqx6TJi6gbVq3qCiW3mJc61Mm9NlQzX6RtmlVfqfSiDGIJ3UUxDCOSla8R1zPNXGjbfNbllwWNVM1XnOZjd+ky4C6mIXxdsvUqNfaWntcxP8AiZ1A5Bc9u8ex+YVHsxyusDlDCuK/fX2iRoFBfpAArNc3CMGpPLvfxKMTdZhBll1iIW9Z36ys5UPgDi/lqdyhReuCAo0OS7aj1SSxr++lzA0CqmxxqKqHtDT6mJkOR4gW2rDO5iVuHEt7gbb1Aqwd9QiWlamykPCwO202cuZhbVmBh5cMQjmxYryfSkdZxqVN50QztzRUaO68w7bf23LKWu3Msmmy9TAGq4hksHmtzGpXYvNY/uW+KndE5gIhAHRC04WvUZF2RDuFmeEYH4jTJ1UKKuGtv6S+2uP32mAHeMLAoaPeGzndWt4hsUoMYmojGYzYdgA/6d+5Kb8R5AX71Uyr3Jd6j+I6J93bx4CZXRZClUzRF9SevE3KzUILu+JzplqVaxCcVqpZusVnMCu/VcyiuGptovqoALCipTayisTGeOrnVkGBDT9P020eJWbLw7eZ21mmVW9Metqustd3KaF46i5GV+I4Oq+bqOBZQbdwg2sVrl938QBqr4LjZ7qXOQv9SylJH0uD7pAqRLXifeAPf/YBaTwMm8f3L1W68wxqrK2m42KD8zdF+YIgq8MuEbCcM+m9Q+wwigDFELqWXTTUAUO0OAw+YcS5yKYuaLsviXeaXzcKXm7yQbo4zmUa1XtAFhXGczVViNZ1mW/LENXz3FpHTfVy1XFHULZb6xgu1GWoTDHwy5W2aubcqg5SEK719LcLDG4A3QV5jR8YwbG5huuItWNwGqMs3BnlivCAqfx9oe1WGd0Sj1adoTZii3XLGVlZrvDb7v4gkKmubWfIQHREcjjBetmm3r7wBctg1wRct83/AGZWkrW4iyxs1yx+N55mV4DkuFdHs3dXp1m4eP4SJRqyXt9j8yijldvnmaYoLmSvJm0itxSvcx7uVHTMAsVaqsxFqV0iv34qaOsZuHMace0F5Cnv2iBYt1M6svolxQgbJRrwYsIgaWVnM86yfEKasruNbN0/n6aeuoOLTGJUve3MWWxPSaKZnPpqHbXWvSWOCgumUM1yB1vEUBb1eDX9+JdaahuGZDtojjKyg7csvPzIoRtfgIqLUyZwMoFMTFntCho16lEbp68bqA45KvG7lS0U4Cu5dj4+8b0C6hZfxCBtMwQr8TN41OnPTDS4QbHL8METa7cM1d16S+f+y8RHvEVq23XM1kaK5u4E1fPMYZmrtjV/eCuGxuVpxTxMTHpTBusJ5hFDJreojXT4IMbNBAinv5gcg3dXBnW3/R9NcXTwgOz/ACWC3qRn1fMStbiPFl5ILVN66iAId2/f+oelodvc1R1c2mwjusbea4IFklxWDL+aI5FgZXxCuZ4BhrHxHqC8acS6SGx8GYErGqt/fEomrbw41DbPBlLgC3DQV95lzJgPmaGXdT1xDGKJ+5hnfwgNHqtE80aiW5vVqLBVb5lzSmt8Mumsy3JZuZrR8Rq973U4dVzctMY9oeg1UZMa9JYA2w25CA5GgNXKKq+c2rS3F5bDGYxoBZzBznNzi3tz5PpBzLxKEbV1A0M5hpbhcVDK86yQ2MH9koSn0ZoPMKNMQztlMjw9IHscHpOFUC+dr8SsRoesoPlJkaG73/fmXLmN3FotYL7WWW4SqPWaFLXGdyrrlyv9QBezqVOnWFtBb9rge0ceajWYNaRpI+/f7sd0G3iIDx3F8u+olBGvEc4TJzMC38Ere85uZWNLuViAtnBABA76itIXUG31ihYtk0TNdwUzx466lSire5QFVZ1UsVmsXLsvOs+8Y2wf6PpoatYjtxWTURzUushrhmrKvncytjWAg2MuLXXEVWq6Yaa3Dzo/2zCeEeMyy1XPiKt2hu1blXC/yUv5SVhpq8Y3MgzvtlxL6K/fWHoGahBbQ+IA5cBRXEuHdcR3gh6w7fg/M3C3vTUzolll/wB3xGxU6A3r1bmJzRvc2NVxiW3xhlq8Z4mnUyxINDlckR4MXjM9pSDzm8TZgLZyTB4jKqFfv+QLTekuiFXc03FcY05xN341HOW/Wcr0lX4hU1oxcww+r4+kRtBc6JPmBR0cENo575jWUvGagBbZeYgmHklGr0csHOEodAfe5lOLE7WWTqX+vtKLox1D1xngy/gEqvAD99opAWLUFF9M91H49aYDqEGslUOIotJeIBacTa2j1zMZl2u1v/JpcztDVK43PSUyzifEPu0j5mlxVTB215ZdmZi6OG5lcFM207jdVoJacOoWFHHLFZZkjDHRMLrHcqu9VDfKizInJvK6l2N149pgjOJzZWNDCinfxPGGIr/Rs+m9evKpmDPnmYl5pl5yAu5ffjjmLuyY9Jm7wzMAKjykaNiHeLz7w/darEAmNWVMW4PwwM7AXBc55m+U3EKQ8cwhW56fJKZCtZlBr7W83XxOg9SXYcQcqyy4Cr63LHHNTVyOikCBV/tRF1QuHAvzGhexjPMyNzw8zLfruWClXCSxS27Yt6tPWaLmLbZ1EKniZFq9Z5lHCu2Uu3n8wW5YcmCjNw4HOSpS2bTUoAdXKoihmUKlUswAeG5Q8bLlBubX5PoJPP2QCuTwJ7ksriFKd2/mMLWLc27JrN7oN4mII6YItRxkyhIZRBd+U7AI8NGysmHpLPXIZuuDDZ8zClPLELPVGNYlC1ws1vWMBNnBfbcuCFQJFa3zOKe4P0qrFws4LGOSAkoTgCYClt5eoEflMZMh0FYq2Ik63N6RmjjJnUJdjqrD6NIseIiyfuCxd5yRMAdYWLKVoySLQCNYyfmOl1mMKqmBs+JkaKAFa2o2WN64jE7ZAdg7zX+xiWAmRVfCEoxH4ZL6QfyHSVCPO1GdcSp/5T0Nr05dgG8MbRU3UqzpFi/kWKYWazr8xuWwXFgejDFFG1MUGnRn3xFDCbyZzApA1xHS7IELVedocSGXtQqaxlgPmiLBNn3liAV+uzKAnBkRTiWMZlVtDsoC3Wdzzy/VgW6xqc/z3mAWc0h7Q3JxDVRDytD3IyAULarZwAtrOSNuTCnPjajjt34jupKtdFZ6qND5mBjJxac9D6xrTCyImVrJY3rZKbR2OylcVpmDyBI0wCdLG/DGRrpaEFz6v8iy4EaujZfmHPbbobC/h8xzqIzVzzXPrFoulAhK1qnHrLNV4DSyYuSmspvX4WEYW7lEtc+T/H4sG2NIFH3lQOn7v8CkNzO+6lEOBjWSsR5cKbrsUlI18w7G3Q0ZVmsle9TYMO2WratLR6S951GgrXOKUhgU83q+nwPiK2AUO2NYKZ5BUaV3mLwU/lHV8oJbQUjzjFOtLsLDT2Z9ImgKYDxhsiugJkUNgmi32iZUBrra9m4M7BQHtt1ly42bgtS0xqUHTVl+sqCocBofpuUQGSM1ztm5Vv8AiLO8EyY+YBaMqcjXFjn1lwWbe1SiuUtr0j1JbtDRZHP3XEEQMZkKvzCoIDwBL0LP2fOHgV1uAvNj5jgELiKtU9FjCQ2vK0L02ZTnfjlPwL942iF8zEfbJ7wbi6mcd8EBlH2CRrY6wXGUYDYlCGlgl+pGFiCkeZVe+lKk3SxH8ogHKm7YsdWH7pnwJXUB/L7fQ7BGsxBsSAwovkFcV5VilsFGPQWU9VlsiEIvrxNd4qZhpaQ8q7i99sHh54ueAFqDh5wQgwJVblt8L+Yj9N4gNHOaF+Yglw94cF1rEapQEPINLY9QbRhUkUWvrxK6dSgssb9gGWMjhc+nLl+VzQAcDIpoYLHiWjdkcpeT7MOeYIrCX9C5gdCJufYW5ll5haqPx+aDIPo9rQpeSVzbE1r8TGii+YoAahtrr3RkjKnbRYdlWNedpLcmMVda6iSlpZDaykSWt9Wg8K3CrQUJ/wBEDwXBvQ9IfQQqgUB4j2WEKkMp7p7wQimgaVfBUNJmUUGrWH3OYpgQwAiINBS6OZSYMl0XXwTM6bTHLd+UX0QilUZr2R7wGF0VOKj7QgFYAkCiw9ye8OXt0wtnrRHhMG2nZKURQlV27t41HHK0UT2BRfmX+M8fIA7tzMyf0xlTOAog4qAp2zAwJVBU9ArA96go2YfL5hm+G8go+30a/TDEaUPmUAHwZqAFF+IKPC88wO13VRgVNtxds1NBD6ohCITjAZ+WcekAfXrRgSrum2pe4ZViLBqCV49UsNLl/MM5BmCvAaxwvNRQHn6w2qzhnZmFFMv33ggMFkYNfyLrSgoyGsSLBKhKocirvuX1dSHUsQxbjZuHw0WWPNww3F4wIh7UpmHavyFAXDDdPpHW05tAtK3QZ8TEN/U3GGC0kAgCxyWYLMeSLGE8VoAOritOYA+OwAuuc8TkuC1UFYWj4iObSipL8iP7EUxvy1slL5q/RKKy2zXm9bgEWUY7kAeFl57mB5/M0o+0ubLriYW/MhkfQChereJVm+IF4K+ZYNGQ4lqHdvyfwgVO0mHjH80rfSNNtfiK0cZaxc88y6XVVluE5DJuA3krbYSCGwZrh5igK6C4aIblw4zMC+mWOK6BM5vP5iJmXhzC/DmzBGU4CoGnDkl8CCRkSAMWYSgx+4G6AEzxZGBtXt0QC7FFznmLcznebULwI2rOe5TIqDsb697heH6oEoEd6sLpaEET4GepThZtcuF+rxEGJ9tAr/EcB5yb0GflzG+hqV6S2VSlnqOAa+HKjuqv6k18ZZF4nJF/tr0EI/BRjq+ntqV+s4Fk3yCv8JY3DBw71tK5qGaS4O02GXDR2kS99uCSmjKDm95IETCGANnsYu8xifoVlQnq46riXaI7uTjuuOe5caSPR4PUzHDcIjKLfULjiP8A3MmL4g1e9XcA/CqG0Wuisaa8wI8vK7b4Cpmx9wVdYvFY9ZdKWo7ZMnklWLAPVruTGpSO/GxKs0HT2hCEhyLiBw5ze/5u4RQbsxwTkgvlhhkWy9tGOkFpPvMbsVrmzrHuw0dANdxDfh7efsTOtBQy4hFpKuItwh6lMxkysmu4knDMKi10EDcpOsDoaclea+JlAFwxf+4PMTqgV1z9/MGdK+sscwKA1uIeovxH16NCo17yn2x4rg3bRUspO4IWGYUBstk8yii7te6hqq7AplELgVrI8R70APsM2TdqHL8/Mt7zsr2MQNqewqPguDyEuSq7BgC6Ngm7Wrc9xnXQ1uLRWIz4wY4gWL0vXzuJ2eVMo4xW4HoRClpQFTpDQYMdVWolo4PRSNvSIpjqiRu7S99Q7Luht1ZYNa9o8pkHffezxKDGWjSuFhUTOvUWGJd75loLvioSqrLlywJLMoFpqb3qIxCAlzQRY94F/gwqggNLQtxP/9k=' Alt='Powerful'>\n",
       "</center>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#!html\n",
    "<center>\n",
    "<Img 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' Alt='Powerful'>\n",
    "</center>"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Font Awesome and Emoji\n",
    "Simple HTML Document providing Font Awesome and Emoji Output\n",
    "\n",
    "[Font Awesome 5](https://www.w3schools.com/icons/fontawesome5_intro.asp) <br/>\n",
    "[Font Awesome Cheatsheet](https://www.fontawesomecheatsheet.com/font-awesome-cheatsheet-5x/) <br/>\n",
    "[Emojis](https://emojipedia.org/)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<!DOCTYPE html>\n",
       "<html>\n",
       "    <head>\n",
       "        <script src='https://kit.fontawesome.com/a076d05399.js'></script>\n",
       "    </head>\n",
       "    <body>\n",
       "        <center> \n",
       "            <i class='fab fa-microsoft' style='font-size:48px;color:rgb(0, 119, 255)'></i>\n",
       "            <i class='fas fa-power-off' style='font-size:48px;color:rgb(0, 255, 98)'>🐚</i>\n",
       "        </center> \n",
       "    </body>\n",
       "</html>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#!html\n",
    "<!DOCTYPE html>\n",
    "<html>\n",
    "    <head>\n",
    "        <script src='https://kit.fontawesome.com/a076d05399.js'></script>\n",
    "    </head>\n",
    "    <body>\n",
    "        <center> \n",
    "            <i class='fab fa-microsoft' style='font-size:48px;color:rgb(0, 119, 255)'></i>\n",
    "            <i class='fas fa-power-off' style='font-size:48px;color:rgb(0, 255, 98)'>🐚</i>\n",
    "        </center> \n",
    "    </body>\n",
    "</html>"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Mandelbrot Set\n",
    "\n",
    "The Mandelbrot set is the set of complex numbers c for which the function fc(z)=z²+c does not diverge when iterated from z=0, i.e., for which the sequence fc(0), fc(fc(0)), etc., remains bounded in absolute value. Its definition is credited to Adrien Douady who named it in tribute to the mathematician Benoit Mandelbrot. The set is connected to a Julia set, and related Julia sets produce similarly complex fractal shapes.\n",
    "\n",
    "[Reference](https://en.wikipedia.org/wiki/Mandelbrot_set)\n",
    "\n",
    "![](./MandelbrotSet.png)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Generating a Mandelbrot with PowerShell\n",
    "\n",
    "[Reference](https://www.reddit.com/r/PowerShell/comments/96m3ch/shortest_script_challenge_mandelbrot_set/e44o7uk/)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\n",
      "\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\n",
      "\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\n",
      "\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\n",
      "\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[43m \u001b[0m\u001b[46m \u001b[0m\u001b[105m \u001b[0m\u001b[43m \u001b[0m\u001b[43m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\n",
      "\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[43m \u001b[0m\u001b[43m \u001b[0m\u001b[47m \u001b[0m\u001b[100m \u001b[0m\u001b[106m \u001b[0m\u001b[107m \u001b[0m\u001b[102m \u001b[0m\u001b[101m \u001b[0m\u001b[40m \u001b[0m\u001b[43m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\n",
      "\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[43m \u001b[0m\u001b[43m \u001b[0m\u001b[47m \u001b[0m\u001b[100m \u001b[0m\u001b[104m \u001b[0m\u001b[102m \u001b[0m\u001b[42m \u001b[0m\u001b[107m \u001b[0m\u001b[40m \u001b[0m\u001b[102m \u001b[0m\u001b[100m \u001b[0m\u001b[47m \u001b[0m\u001b[43m \u001b[0m\u001b[43m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\n",
      "\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[43m \u001b[0m\u001b[43m \u001b[0m\u001b[43m \u001b[0m\u001b[43m \u001b[0m\u001b[47m \u001b[0m\u001b[47m \u001b[0m\u001b[100m \u001b[0m\u001b[102m \u001b[0m\u001b[46m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[43m \u001b[0m\u001b[46m \u001b[0m\u001b[102m \u001b[0m\u001b[47m \u001b[0m\u001b[47m \u001b[0m\u001b[43m \u001b[0m\u001b[43m \u001b[0m\u001b[43m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\n",
      "\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[43m \u001b[0m\u001b[43m \u001b[0m\u001b[47m \u001b[0m\u001b[100m \u001b[0m\u001b[104m \u001b[0m\u001b[101m \u001b[0m\u001b[100m \u001b[0m\u001b[100m \u001b[0m\u001b[104m \u001b[0m\u001b[102m \u001b[0m\u001b[102m \u001b[0m\u001b[101m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[105m \u001b[0m\u001b[106m \u001b[0m\u001b[104m \u001b[0m\u001b[104m \u001b[0m\u001b[100m \u001b[0m\u001b[47m \u001b[0m\u001b[47m \u001b[0m\u001b[47m \u001b[0m\u001b[47m \u001b[0m\u001b[107m \u001b[0m\u001b[43m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\n",
      "\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[43m \u001b[0m\u001b[43m \u001b[0m\u001b[43m \u001b[0m\u001b[47m \u001b[0m\u001b[47m \u001b[0m\u001b[104m \u001b[0m\u001b[105m \u001b[0m\u001b[46m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[102m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[44m \u001b[0m\u001b[101m \u001b[0m\u001b[105m \u001b[0m\u001b[106m \u001b[0m\u001b[107m \u001b[0m\u001b[101m \u001b[0m\u001b[40m \u001b[0m\u001b[47m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\n",
      "\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[43m \u001b[0m\u001b[43m \u001b[0m\u001b[43m \u001b[0m\u001b[43m \u001b[0m\u001b[43m \u001b[0m\u001b[43m \u001b[0m\u001b[43m \u001b[0m\u001b[43m \u001b[0m\u001b[43m \u001b[0m\u001b[43m \u001b[0m\u001b[43m \u001b[0m\u001b[47m \u001b[0m\u001b[47m \u001b[0m\u001b[100m \u001b[0m\u001b[102m \u001b[0m\u001b[42m \u001b[0m\u001b[105m \u001b[0m\u001b[46m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[101m \u001b[0m\u001b[100m \u001b[0m\u001b[47m \u001b[0m\u001b[43m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\n",
      "\u001b[46m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[43m \u001b[0m\u001b[47m \u001b[0m\u001b[102m \u001b[0m\u001b[102m \u001b[0m\u001b[100m \u001b[0m\u001b[47m \u001b[0m\u001b[47m \u001b[0m\u001b[100m \u001b[0m\u001b[100m \u001b[0m\u001b[100m \u001b[0m\u001b[100m \u001b[0m\u001b[47m \u001b[0m\u001b[47m \u001b[0m\u001b[100m \u001b[0m\u001b[100m \u001b[0m\u001b[104m \u001b[0m\u001b[102m \u001b[0m\u001b[103m \u001b[0m\u001b[44m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[103m \u001b[0m\u001b[102m \u001b[0m\u001b[106m \u001b[0m\u001b[47m \u001b[0m\u001b[43m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[42m \u001b[0m\n",
      "\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[43m \u001b[0m\u001b[43m \u001b[0m\u001b[47m \u001b[0m\u001b[47m \u001b[0m\u001b[104m \u001b[0m\u001b[106m \u001b[0m\u001b[44m \u001b[0m\u001b[46m \u001b[0m\u001b[45m \u001b[0m\u001b[101m \u001b[0m\u001b[107m \u001b[0m\u001b[41m \u001b[0m\u001b[105m \u001b[0m\u001b[40m \u001b[0m\u001b[106m \u001b[0m\u001b[102m \u001b[0m\u001b[102m \u001b[0m\u001b[106m \u001b[0m\u001b[47m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[107m \u001b[0m\u001b[104m \u001b[0m\u001b[47m \u001b[0m\u001b[43m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\n",
      "\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[43m \u001b[0m\u001b[43m \u001b[0m\u001b[43m \u001b[0m\u001b[47m \u001b[0m\u001b[47m \u001b[0m\u001b[100m \u001b[0m\u001b[104m \u001b[0m\u001b[101m \u001b[0m\u001b[105m \u001b[0m\u001b[46m \u001b[0m\u001b[41m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[106m \u001b[0m\u001b[43m \u001b[0m\u001b[43m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\n",
      "\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[43m \u001b[0m\u001b[43m \u001b[0m\u001b[43m \u001b[0m\u001b[43m \u001b[0m\u001b[43m \u001b[0m\u001b[47m \u001b[0m\u001b[47m \u001b[0m\u001b[47m \u001b[0m\u001b[100m \u001b[0m\u001b[104m \u001b[0m\u001b[105m \u001b[0m\u001b[103m \u001b[0m\u001b[42m \u001b[0m\u001b[107m \u001b[0m\u001b[107m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[107m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[104m \u001b[0m\u001b[47m \u001b[0m\u001b[43m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\n",
      "\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[44m \u001b[0m\u001b[106m \u001b[0m\u001b[104m \u001b[0m\u001b[47m \u001b[0m\u001b[43m \u001b[0m\u001b[43m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\n",
      "\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[43m \u001b[0m\u001b[43m \u001b[0m\u001b[43m \u001b[0m\u001b[43m \u001b[0m\u001b[43m \u001b[0m\u001b[47m \u001b[0m\u001b[47m \u001b[0m\u001b[47m \u001b[0m\u001b[100m \u001b[0m\u001b[104m \u001b[0m\u001b[105m \u001b[0m\u001b[103m \u001b[0m\u001b[42m \u001b[0m\u001b[107m \u001b[0m\u001b[107m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[107m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[104m \u001b[0m\u001b[47m \u001b[0m\u001b[43m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\n",
      "\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[43m \u001b[0m\u001b[43m \u001b[0m\u001b[43m \u001b[0m\u001b[47m \u001b[0m\u001b[47m \u001b[0m\u001b[100m \u001b[0m\u001b[104m \u001b[0m\u001b[101m \u001b[0m\u001b[105m \u001b[0m\u001b[46m \u001b[0m\u001b[41m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[106m \u001b[0m\u001b[43m \u001b[0m\u001b[43m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\n",
      "\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[43m \u001b[0m\u001b[43m \u001b[0m\u001b[47m \u001b[0m\u001b[47m \u001b[0m\u001b[104m \u001b[0m\u001b[106m \u001b[0m\u001b[44m \u001b[0m\u001b[46m \u001b[0m\u001b[45m \u001b[0m\u001b[101m \u001b[0m\u001b[107m \u001b[0m\u001b[41m \u001b[0m\u001b[105m \u001b[0m\u001b[40m \u001b[0m\u001b[106m \u001b[0m\u001b[102m \u001b[0m\u001b[102m \u001b[0m\u001b[106m \u001b[0m\u001b[47m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[107m \u001b[0m\u001b[104m \u001b[0m\u001b[47m \u001b[0m\u001b[43m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\n",
      "\u001b[46m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[43m \u001b[0m\u001b[47m \u001b[0m\u001b[102m \u001b[0m\u001b[102m \u001b[0m\u001b[100m \u001b[0m\u001b[47m \u001b[0m\u001b[47m \u001b[0m\u001b[100m \u001b[0m\u001b[100m \u001b[0m\u001b[100m \u001b[0m\u001b[100m \u001b[0m\u001b[47m \u001b[0m\u001b[47m \u001b[0m\u001b[100m \u001b[0m\u001b[100m \u001b[0m\u001b[104m \u001b[0m\u001b[102m \u001b[0m\u001b[103m \u001b[0m\u001b[44m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[103m \u001b[0m\u001b[102m \u001b[0m\u001b[106m \u001b[0m\u001b[47m \u001b[0m\u001b[43m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[42m \u001b[0m\n",
      "\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[43m \u001b[0m\u001b[43m \u001b[0m\u001b[43m \u001b[0m\u001b[43m \u001b[0m\u001b[43m \u001b[0m\u001b[43m \u001b[0m\u001b[43m \u001b[0m\u001b[43m \u001b[0m\u001b[43m \u001b[0m\u001b[43m \u001b[0m\u001b[43m \u001b[0m\u001b[47m \u001b[0m\u001b[47m \u001b[0m\u001b[100m \u001b[0m\u001b[102m \u001b[0m\u001b[42m \u001b[0m\u001b[105m \u001b[0m\u001b[46m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[101m \u001b[0m\u001b[100m \u001b[0m\u001b[47m \u001b[0m\u001b[43m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\n",
      "\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[43m \u001b[0m\u001b[43m \u001b[0m\u001b[43m \u001b[0m\u001b[47m \u001b[0m\u001b[47m \u001b[0m\u001b[104m \u001b[0m\u001b[105m \u001b[0m\u001b[46m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[102m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[44m \u001b[0m\u001b[101m \u001b[0m\u001b[105m \u001b[0m\u001b[106m \u001b[0m\u001b[107m \u001b[0m\u001b[101m \u001b[0m\u001b[40m \u001b[0m\u001b[47m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\n",
      "\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[43m \u001b[0m\u001b[43m \u001b[0m\u001b[47m \u001b[0m\u001b[100m \u001b[0m\u001b[104m \u001b[0m\u001b[101m \u001b[0m\u001b[100m \u001b[0m\u001b[100m \u001b[0m\u001b[104m \u001b[0m\u001b[102m \u001b[0m\u001b[102m \u001b[0m\u001b[101m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[105m \u001b[0m\u001b[106m \u001b[0m\u001b[104m \u001b[0m\u001b[104m \u001b[0m\u001b[100m \u001b[0m\u001b[47m \u001b[0m\u001b[47m \u001b[0m\u001b[47m \u001b[0m\u001b[47m \u001b[0m\u001b[107m \u001b[0m\u001b[43m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\n",
      "\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[43m \u001b[0m\u001b[43m \u001b[0m\u001b[43m \u001b[0m\u001b[43m \u001b[0m\u001b[47m \u001b[0m\u001b[47m \u001b[0m\u001b[100m \u001b[0m\u001b[102m \u001b[0m\u001b[46m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[40m \u001b[0m\u001b[43m \u001b[0m\u001b[46m \u001b[0m\u001b[102m \u001b[0m\u001b[47m \u001b[0m\u001b[47m \u001b[0m\u001b[43m \u001b[0m\u001b[43m \u001b[0m\u001b[43m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\n",
      "\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[43m \u001b[0m\u001b[43m \u001b[0m\u001b[47m \u001b[0m\u001b[100m \u001b[0m\u001b[104m \u001b[0m\u001b[102m \u001b[0m\u001b[42m \u001b[0m\u001b[107m \u001b[0m\u001b[40m \u001b[0m\u001b[102m \u001b[0m\u001b[100m \u001b[0m\u001b[47m \u001b[0m\u001b[43m \u001b[0m\u001b[43m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\n",
      "\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[43m \u001b[0m\u001b[43m \u001b[0m\u001b[47m \u001b[0m\u001b[100m \u001b[0m\u001b[106m \u001b[0m\u001b[107m \u001b[0m\u001b[102m \u001b[0m\u001b[101m \u001b[0m\u001b[40m \u001b[0m\u001b[43m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\n",
      "\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[43m \u001b[0m\u001b[46m \u001b[0m\u001b[105m \u001b[0m\u001b[43m \u001b[0m\u001b[43m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[45m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\n",
      "\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\n",
      "\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[41m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\n",
      "\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\n",
      "\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[46m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\u001b[42m \u001b[0m\n"
     ]
    }
   ],
   "source": [
    "$x=$y=$i=$j=$r=-16\n",
    "$c = [Enum]::GetValues([System.ConsoleColor])\n",
    "\n",
    "while(($y++)-lt 15)\n",
    "{\n",
    "    for($x=0;($x++)-lt 84;Write-Host \" \" -BackgroundColor ($c[$k -band 15]) -NoNewline)\n",
    "    {\n",
    "        $i=$k=$r=0\n",
    "        do\n",
    "        {\n",
    "            $j=$r*$r-$i*$i-2+$x/25\n",
    "            $i=2*$r*$i+$y/10\n",
    "            $r=$j\n",
    "        }\n",
    "        while (($j*$j+$i*$i)-lt 11-band($k++)-lt 111)\n",
    "    }\n",
    "    Write-Host\n",
    "}"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## ASCII Art\n",
    "\n",
    "ASCII art is a graphic design technique that uses computers for presentation and consists of pictures pieced together from the 95 printable (from a total of 128) characters defined by the ASCII Standard from 1963 and ASCII compliant character sets with proprietary extended characters (beyond the 128 characters of standard 7-bit ASCII).\n",
    "\n",
    "[Reference](https://en.wikipedia.org/wiki/ASCII_art)\n",
    "\n",
    "![](./AsciiArt.png)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "### ##                                   # ###                                  \n",
      " ##  ##  ####  ##   ##  ######  #####   ##  ## ##   ##  ###### ##      ##       \n",
      " ##  ## ##  ## ##   ## ##      ##   ##  ##     ##   ## ##      ##      ##       \n",
      " ## ## ##   ## ##   ## ##      ##   ##   ####  ##   ## ##      ##      ##       \n",
      " ##    ##   ##  #   ## ####    ## ###       ## ####### ####     #       #       \n",
      " ##    ##   ## ## # ## ##      ##  ##   ##  ## ##   ## ##      ##      ##       \n",
      "####   ##   ## ## #### ##      ##   ##  ## ##  ##   ## ##      ##      ##       \n",
      "       ## ###  ##   ## ####### ##   ##         ##   ## ####### ####### #######  \n"
     ]
    }
   ],
   "source": [
    "Invoke-RestMethod \"http://artii.herokuapp.com/make?text=PowerShell&font=demo_1__\""
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Generating HTML Output with Format\n",
    "\n",
    "Generate an HTML Table with the current processes and output to HTML with some CSS Style. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "$head = \"<style>\n",
    "body {background-color:#ffffff; font:70%/1.5em Lato,sans-serif; padding:10px }\n",
    "td,th {padding-left:8px}\n",
    "th {color:black; background-color:cornflowerblue;}\n",
    "table {border-spacing:1px; border-collapse:collapse; background:#F7F6F6; border-radius:6px; overflow:hidden; max-width:480px; width:70%; margin:0 auto; position:relative;}   \n",
    "table, tr, td, th {padding: 10px; margin: 0px ;white-space:pre; word-break:break-all; width:70%;}\n",
    "tr:nth-child(even) {background-color:#dae5f4;}\n",
    "tr:nth-child(odd) {background:#b8d1f3;}\n",
    "thead tr {height:60px;background:#367AB1;color:#F5F6FA;font-size:1.2em;font-weight:700;text-transform:uppercase}\n",
    "tbody tr {height:35px;border-bottom:1px solid #367AB1; word-break:break-all; text-transform:capitalize; font-size:1em;}\n",
    "</style>\n",
    "\"\n",
    "\n",
    "$processes = get-process | select ProcessName, Id | ConvertTo-HTML -head $head | out-file processes.html"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Display Generated HTML Table using an iFrame"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<iframe src = \"processes.html\" width = \"555\" height = \"410\"></iframe>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#!html\n",
    "<iframe src = \"processes.html\" width = \"555\" height = \"410\"></iframe>"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "![](./processes.html)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Image to Ascii Art\n",
    "[Reference](https://community.idera.com/database-tools/powershell/powertips/b/tips/posts/create-ascii-art)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## PowerShell Function"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    " function Convert-ImageToAsciiArt\n",
    "{\n",
    "  param(\n",
    "    [Parameter(Mandatory)][String]\n",
    "    $Path,\n",
    "    \n",
    "    [ValidateRange(20,20000)]\n",
    "    [int]$MaxWidth=80,\n",
    "    \n",
    "    # character height:width ratio\n",
    "    [float]$ratio = 1.5\n",
    "  )\n",
    "\n",
    "  # load drawing functionality\n",
    "  Add-Type -AssemblyName System.Drawing\n",
    "  \n",
    "  # characters from dark to light\n",
    "  $characters = '$#H&@*+;:-,. '.ToCharArray() \n",
    "  # $characters = [char]0x2588, ' '\n",
    "  $c = $characters.count\n",
    "  \n",
    "  # load image and get image size\n",
    "  $image = [Drawing.Image]::FromFile($path)\n",
    "  [int]$maxheight = $image.Height / ($image.Width / $maxwidth)/ $ratio\n",
    "  \n",
    "  # paint image on a bitmap with the desired size\n",
    "  $bitmap = new-object Drawing.Bitmap($image,$maxwidth,$maxheight)\n",
    "    \n",
    "  # use a string builder to store the characters\n",
    "  [System.Text.StringBuilder]$sb = \"\"\n",
    "  \n",
    "  # take each pixel line...\n",
    "  for ([int]$y=0; $y -lt $bitmap.Height; $y++){\n",
    "    # take each pixel column...\n",
    "    for ([int]$x=0; $x -lt $bitmap.Width; $x++){\n",
    "      # examine pixel\n",
    "      $color = $bitmap.GetPixel($x,$y)\n",
    "      $brightness = $color.GetBrightness()\n",
    "      # choose the character that best matches the\n",
    "      # pixel brightness\n",
    "      [int]$offset = [Math]::Floor($brightness*$c)\n",
    "      $ch = $characters[$offset]\n",
    "      if (-not $ch){ $ch = $characters[-1] }      \n",
    "      # add character to line\n",
    "      $null = $sb.Append($ch)\n",
    "    }\n",
    "    # add a new line\n",
    "    $null = $sb.AppendLine()\n",
    "  }\n",
    "\n",
    "  # clean up and return string\n",
    "  $image.Dispose()\n",
    "  $sb.ToString()\n",
    "}"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Local Image to Convert \n",
    "\n",
    "![](PowerShell_Core_6.0_icon.png)\n",
    "\n",
    "### Convert"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "$Path = \"PowerShell_Core_6.0_icon.png\"\n",
    "$OutPath = \"asciiart.txt\"\n",
    "\n",
    "Convert-ImageToAsciiArt -Path $Path -MaxWidth 80 | Set-Content -Path $OutPath -Encoding UTF8"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Display Conversion"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "$$$$$$$$$$$$$$$+,@&&&&&&&&&&&&&&&&&&&&&&&&&&HHHHHHHHHHHHHHHHHHHH###########+-$$$"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "$$$$$$$$$$$$$$,&&&&&&&&&&&&&&&&&&&&&&&&&&&&HHHHHHHHHHHHHHHHHHHH#############+$$$"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "$$$$$$$$$$$$$$,&&&&&&&&&&&&&&&&&&&&&&&&&&HHHHHHHHHHHHHHHHHHHH###############;$$$"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "$$$$$$$$$$$$$:@&&&&&&&&&&&&&&&&&&&&&&&&&HHHHHHHHHHHHHHHHHHHH################,$$$"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "$$$$$$$$$$$$$.&&&&&&&&&&&&:    &&&&&&&&HHHHHHHHHHHHHHHHHHHH#################;$$$"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "$$$$$$$$$$$$$:&&&&&&&&&&&;      *&&&&HHHHHHHHHHHHHHHHHHHH##################-$$$$"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "$$$$$$$$$$$$*@&&&&&&&&&&&.       .&&HHHHHHHHHHHHHHHHHHHH#################$$,$$$$"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "$$$$$$$$$$$$.&&&&&&&&&&&&&         &HHHHHHHHHHHHHHHHHHH#################$$#-$$$$"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "$$$$$$$$$$$$:&&&&&&&&&&&&&&:        -HHHHHHHHHHHHHHHH#################$$$$-$$$$$"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "$$$$$$$$$$$.&&&&&&&&&&&&&&&&&         HHHHHHHHHHHHHH#################$$$$$,$$$$$"
      ]
     },
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