{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "E8uCWFzVnxyu"
   },
   "source": [
    "Compares the sales between the three regions for each month"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 472
    },
    "id": "_6-zYwA5ntGO",
    "outputId": "d7dff941-632f-46ca-eb74-47a67b4b1453",
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "\n",
    "months = ['Jan', 'Feb', 'Mar', 'Apr', 'May']\n",
    "north = [200, 220, 250, 230, 240]\n",
    "south = [300, 310, 330, 340, 360]\n",
    "east = [250, 270, 280, 260, 300]\n",
    "\n",
    "barWidth = 0.25\n",
    "r1 = np.arange(len(north))\n",
    "r2 = [x + barWidth for x in r1]\n",
    "r3 = [x + barWidth for x in r2]\n",
    "\n",
    "plt.bar(r1, north, color='blue', width=barWidth, edgecolor='grey', label='North')\n",
    "plt.bar(r2, south, color='red', width=barWidth, edgecolor='grey', label='South')\n",
    "plt.bar(r3, east, color='green', width=barWidth, edgecolor='grey', label='East')\n",
    "\n",
    "plt.xlabel('Months')\n",
    "plt.xticks([r + barWidth for r in range(len(north))], months)\n",
    "plt.ylabel('Sales')\n",
    "plt.legend()\n",
    "plt.title('Monthly Sales by Region')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "sM5Ak90QqQf1"
   },
   "source": [
    "Trend in sales over time"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 472
    },
    "id": "hPujQ-poqWpE",
    "outputId": "30758c90-7975-47bf-d349-cedd5cb6e6d1",
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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/TkBAQK5fx6wQ2KZNGw4ePMjhw4dNzrl06dIHXjfrPbdw4UKT8lWrVnHr1q2Hek+K8kVadkS58tFHHz3wmKFDh/LFF18QGhrKqVOnaNSoETt37uTDDz+ka9eudOjQocDXbdSoEQCzZs0iNDQUa2tr6tatW2gLGr7xxhv0798fg8HAa6+9lq/nBAcH4+PjQ/fu3XnsscfIzMwkJiaGTz75BCcnJ+Oibi1atKBSpUq8+uqrTJ48GWtraxYtWkRsbOwDr+Hv7897773HxIkT+euvv+jcuTOVKlXi4sWL/Pbbbzg6OjJlyhT279/PiBEj6NevH7Vr18bGxoYff/yR/fv389Zbbz3S1yYv7733Hps3b6ZFixaMGjWKunXrkpyczKlTp9i4cSNz5szBx8cn3+ezsLDg/fff56WXXuK5557j5Zdf5vr167z77rs5up1efvll7O3tefrpp/Hy8iI+Pp6pU6fi4uKSr1YKS0tLOnbsyJgxY8jMzGTatGkkJSXluvbNG2+8wZNPPgnAvHnz8v16cmNtbc2HH35ISEgIs2bN4h//+AezZs2iZcuWtGrViuHDh+Pv78+NGzf4888/WbdunXG8zejRo5k7dy5dunThvffew8PDg8WLF3P06FHj1y8vHTt2JDg4mPHjx5OUlMTTTz/N/v37mTx5Mo8//jhDhgx5pNclygEzD5AWosjcPRvrfu6djaWUUleuXFGvvvqq8vLyUlZWVsrPz09NmDDBZIqrUno21uuvv57jnH5+fio0NNSkbMKECcrb21tZWFiYzD7x8/NTzz77bI5ztGnTxqReuc3GypKSkqJsbW1V586d7/ta77Zs2TI1cOBAVbt2beXk5KSsra1VtWrV1JAhQ9Thw4dNjt21a5dq3ry5cnBwUFWqVFEvvfSS2rdvnwLUvHnzjMflNvVcKaXWrFmj2rVrp5ydnZWtra3y8/NTffv2VVu2bFFKKXXx4kUVFhamHnvsMeXo6KicnJxUQECA+uyzz0xmQD1IXrOxcvv6KqXUpUuX1KhRo1T16tWVtbW1cnV1VU2aNFETJ05UN2/eVEplz4CaMWNGjucDavLkySZlX3/9tapdu7aysbFRderUUXPnzs0xuygiIkK1a9dOeXh4KBsbG+Xt7a1CQkLU/v377/v6suoybdo0NWXKFOXj46NsbGzU448/rr7//vs8n+fv76/q1at333PfLa+p51mefPJJk2n3J0+eVC+++KKqWrWqsra2VlWqVFEtWrRQ//znP02ed/DgQdWhQwdlZ2enXF1d1bBhw1RERESOWX33fr2U0jOqxo8fr/z8/JS1tbXy8vJSw4cPN5kZplT+30+ifDEodVd7qxCiVFq3bh09evRgw4YNxoGhQgDs37+fwMBAvvjii3y3+hWn//u//2PJkiVcuXIFGxsbc1dHlFHSjSVEKXb48GFOnz7N2LFjCQoKMk6bFuLEiROcPn2at99+Gy8vrxzTts3hvffew9vbmxo1anDz5k3Wr1/P119/zT/+8Q8JOqJISdgRohR77bXX+Omnn2jcuDERERHFtuO4KPnef/994zYmK1aswMHBwdxVwtramhkzZnDu3DnS09OpXbs2n376qWz6KYqcdGMJIYQQokyTqedCCCGEKNMk7AghhBCiTJOwI4QQQogyTQYoA5mZmVy4cIEKFSrIAE8hhBCilFBKcePGDby9ve+7MKWEHeDChQv4+vqauxpCCCGEeAhnz56974rnEnbAuGT/2bNncXZ2NnNthBBCCJEfSUlJ+Pr6PnDrHQk7ZG906OzsLGFHCCGEKGUeNARFBigLIYQQokyTsCOEEEKIMk3CjhBCCCHKNBmzUwAZGRmkpaWZuxpljrW1NZaWluauhhBCiDJKwk4+KKWIj4/n+vXr5q5KmVWxYkU8PT1lnSMhhBCFTsJOPmQFHXd3dxwcHOQDuRAppbh9+zYJCQkAeHl5mblGQgghyhoJOw+QkZFhDDpubm7mrk6ZZG9vD0BCQgLu7u7SpSWEEKJQyQDlB8gao+Pg4GDmmpRtWV9fGRMlhBCisEnYySfpuipa8vUVQghRVKQbSwghhBBFIyMDduyAuDjw8oJWrcAMQxXM2rIze/ZsAgICjNs0NG/enO+++87kmCNHjtCjRw9cXFyoUKECTz31FGfOnDE+npKSwsiRI6lcuTKOjo706NGDc+fOFfdLEf8TFhZGr169zF0NIYQQ5hYZCf7+0K4dDByo//X31+XFzKxhx8fHh48++og9e/awZ88ennnmGXr27MmhQ4cAOHHiBC1btuSxxx4jKiqK2NhYJk2ahJ2dnfEco0ePZvXq1SxdupSdO3dy8+ZNunXrRkZGhrleVq4yMiAqCpYs0f8WR/XCwsIwGAx89NFHJuVr1qx55G6jU6dOYTAYiImJeaTzCCGEKIMiI6FvX7i38eH8eV1ezIHHrN1Y3bt3N7n/wQcfMHv2bH755RcaNGjAxIkT6dq1K9OnTzceU6NGDeP/ExMT+eabb1iwYAEdOnQAYOHChfj6+rJlyxaCg4OL54U8QGQkvPGG6ffcxwdmzYLevYv22nZ2dkybNo1XXnmFSpUqFco5U1NTC+U8QgghyqCMDP2hp1TOx5QCgwFGj4aePYutS6vEDFDOyMhg6dKl3Lp1i+bNm5OZmcmGDRuoU6cOwcHBuLu78+STT7JmzRrjc/bu3UtaWhqdOnUylnl7e9OwYUN27dqV57VSUlJISkoyuRUVc4fbDh064OnpydSpU/M8ZtWqVTRo0ABbW1v8/f355JNPTB739/fnn//8J2FhYbi4uPDyyy9TvXp1AB5//HEMBgNt27Y1ec7HH3+Ml5cXbm5uvP766zLLSgghyosdO3J+6N1NKTh7Vh9XTMwedg4cOICTkxO2tra8+uqrrF69mvr165OQkMDNmzf56KOP6Ny5Mz/88APPPfccvXv3Jjo6GtCL/dnY2ORosfDw8CA+Pj7Pa06dOhUXFxfjzdfXN9/1VQpu3crfLSkJRo3KO9yCDr9JSfk7X27neRBLS0s+/PBDPv/881zHMu3du5eQkBAGDBjAgQMHePfdd5k0aRLh4eEmx82YMYOGDRuyd+9eJk2axG+//QbAli1biIuLI/Ku1LZt2zZOnDjBtm3biIiIIDw8PMf5hBBClEFJSXq8Rn7ExRVtXe5i9tlYdevWJSYmhuvXr7Nq1SpCQ0OJjo6mYsWKAPTs2ZO//e1vAAQFBbFr1y7mzJlDmzZt8jynUuq+Y1ImTJjAmDFjjPeTkpLyHXhu3wYnp3wd+kBK6fDr4pK/42/eBEfHgl/nueeeIygoiMmTJ/PNN9+YPPbpp5/Svn17Jk2aBECdOnU4fPgwM2bMICwszHjcM888w7hx44z3T506BYCbmxuenp4m56xUqRL//ve/sbS05LHHHuPZZ59l69atvPzyywWvvBBCiJItIwO2bYPwcN1dcedO/p5XjCvmm71lx8bGhlq1atG0aVOmTp1KYGAgs2bNonLlylhZWVG/fn2T4+vVq2ecjeXp6UlqairXrl0zOSYhIQEPD488r2lra2ucAZZ1K+umTZtGREQEhw8fNik/cuQITz/9tEnZ008/zR9//GEyyLtp06b5vlaDBg1MVkH28vIybgchhBCijDh+HCZO1DOsOnaERYt00KlTR/8Vn1ejg8EAvr56GnoxMXvYuZdSipSUFGxsbGjWrBnHjh0zefz48eP4+fkB0KRJE6ytrdm8ebPx8bi4OA4ePEiLFi2KpH4ODrqFJT+3jRvzd86NG/N3vkdZxLl169YEBwfz9ttvm5Tn1gqmcukvcyxAk5K1tbXJfYPBQGZmZgFqK4QQokS6fh2++gqaN4e6deHDD3UXRcWKMHw4/PILHD0Kc+fq4+8NPFn3Z84s1vV2zNqN9fbbb9OlSxd8fX25ceMGS5cuJSoqik2bNgHw5ptv0r9/f1q3bk27du3YtGkT69atIyoqCgAXFxeGDRvG2LFjcXNzw9XVlXHjxtGoUSPj7KzCZjDkvyupUyc96+r8+dzH2xgM+vFOnYrne/7RRx8RFBREnTp1jGX169dn586dJsft2rWLOnXq3HePKhsbG4ASN8VfCCFEIUtPh82bISIC1qyBlBRdbmkJwcEQFgbdu8Ndy8LQuzesXJn7VOSZM4t+KvI9zBp2Ll68yJAhQ4iLi8PFxYWAgAA2bdpEx44dAT3WZM6cOUydOpVRo0ZRt25dVq1aRcuWLY3n+Oyzz7CysiIkJIQ7d+7Qvn17wsPDS8RmkpaWenp537462NwdeMwRbhs1asSgQYP4/PPPjWVjx46lWbNmvP/++/Tv35+ff/6Zf//733z55Zf3PZe7uzv29vZs2rQJHx8f7OzscMnv4CMhhBAl36FDOuAsWAB3T/pp2FAHnEGD4J4xmyZ699bTy0vACsoooRITExWgEhMTczx2584ddfjwYXXnzp2HPv+qVUr5+Cil446++frq8qIUGhqqevbsaVJ26tQpZWtrq+7+1q9cuVLVr19fWVtbq2rVqqkZM2aYPMfPz0999tlnOc7/3//+V/n6+ioLCwvVpk2bPK/5xhtvGB/PS2F8nYUQQjyiy5eV+vxzpZo0Mf3QcnNTatQopfbuVSoz09y1NLrf5/fdDEo9zITmsiUpKQkXFxcSExNzDFZOTk7m5MmTVK9e3WTl5oIqIduDlFiF9XUWQghRQGlp8N13ejbV+vX6PoCVFXTrBqGh0LUr/G/4Qklyv8/vu5l96nl5YWkJ96y7J4QQQphPTIwOOIsXw6VL2eWNG+uA8/zzUKWKuWpXqCTsCCGEEOXFxYs63ISHw/792eUeHjB4sA45jRqZrXpFRcKOEEIIUZalpOjuqfBw3V2VNYvWxkYPIA4N1bOqrMpuJCi7r0wIIYQor5SCPXv0bKolS+Dq1ezHnnhCz6bq3x9cXc1WxeIkYUcIIYQoKy5cgIULdSvOkSPZ5d7eMHSovtWrZ7bqmYuEHSGEEKI0u3MHvv1Wt+L88ANkrVhvZwfPPadbcdq3L9dTgCXsCCGEEKWNUvDzzzrgLFsGiYnZjz39tA44/frlf6fpMk7CjhBCCFFanDmjVzSOiIA//sgur1Ytu5uqdm3z1a+EkrAjhBBClGS3bkFkpA44P/6YvfeQoyP06aNbcdq0AYsSt7d3iSFhRxS6qKgo2rVrx7Vr16hYsaK5qyOEEKVPZqZedj8iAlasgJs3sx9r21YHnD59wMnJXDUsVSQGFpeMDIiK0lMAo6Ky1zkoQgkJCbzyyitUq1YNW1tbPD09CQ4O5ueffy60a7Rt25bRo0cX2vmEEKJc++svePddqFVLh5p583TQqVED3nsPTp6Ebdv02jgSdPJNWnaKQ2Rk7tvcz5pVpNvc9+nTh7S0NCIiIqhRowYXL15k69atXL17vQUhhBDmdeOGbr2JiIDt27PLK1SAkBDdivP002AwmK2KpV6xbEtawhXpruerVillMJjuHgu6zGAosq3Pr127pgAVFRWV5zGnT59WPXr0UI6OjqpChQqqX79+Kj4+3vj4g3YwDw0NVYDJ7eTJk2rbtm0KUFu2bFFNmjRR9vb2qnnz5uro0aN51kV2PRdClCvp6Upt3qzU4MFK2dubfjZ07KjUokVK3bpl7lqWePnd9Vy6sQpKKT1YLD+3pCQYNSp7MNm95wHd4pOUlL/zFWCDeicnJ5ycnFizZg0pKSm5XF7Rq1cvrl69SnR0NJs3b+bEiRP0798/39eYNWsWzZs35+WXXyYuLo64uDh8fX2Nj0+cOJFPPvmEPXv2YGVlxYsvvpjvcwshRJl0/DhMnAjVq0PHjnoBwDt3oG5d+PBDPdvqhx9g4EBwcDB3bcsM6cYqqNu3C6+fVCndtZXfdRBu3tSj7/PBysqK8PBwXn75ZebMmUPjxo1p06YNAwYMICAggC1btrB//35OnjxpDCgLFiygQYMG7N69m2bNmj3wGi4uLtjY2ODg4ICnp2eOxz/44APatGkDwFtvvcWzzz5LcnIydnZ2+Xu9QghRFly/rtfCiYjQa+NkqVgRBgzQ3VRPPCHdVEVIWnbKsD59+nDhwgXWrl1LcHAwUVFRNG7cmPDwcI4cOYKvr69JS0z9+vWpWLEiR+5eYvwRBAQEGP/v5eUF6EHTQghR5qWn6003BwwAT0949VUddCwsoGtXHX7i4mD2bHjySQk6RUxadgrKwcF0CuD9bN+uf6gfZONGaN06f9cuIDs7Ozp27EjHjh155513eOmll5g8eTJjxozBkMubSyllLLewsEDd03WWlpaW72tbW1sb/591zsysZcyFEKIsOnRIt+AsXKjDTJaGDfUMqkGD4H9//IniI2GnoAyGfHcl0amTnnV1/nzu420MBv14p07FtmdJ/fr1WbNmDfXr1+fMmTOcPXvW2Lpz+PBhEhMTqfe/TeKqVKnCwYMHTZ4fExNjEmJsbGzIKIZp9EIIUWJduaKXFYmI0DuNZ3Fz02NvwsLg8cel9caMpBurKFla6unlkPOHPOv+zJlFEnSuXLnCM888w8KFC41jc1asWMH06dPp2bMnHTp0ICAggEGDBrFv3z5+++03hg4dSps2bWjatCkAzzzzDHv27GH+/Pn88ccfTJ48OUf48ff359dff+XUqVNcvnxZWm6EEOVDWhqsXasX9vPygpEjddCxsoKePWH1ar0D+b/+BY0bS9AxMwk7Ra13b1i5EqpWNS338dHlRbTOjpOTE08++SSfffYZrVu3pmHDhkyaNImXX36Zf//73xgMBtasWUOlSpVo3bo1HTp0oEaNGixbtsx4juDgYCZNmsTf//53mjVrxo0bNxg6dKjJdcaNG4elpSX169enSpUqnDlzpkhejxBClAixsfC3v+nf6T176nXU0tJ0y82sWTrgrFkDvXqBjY25ayv+x6DuHZRRDiUlJeHi4kJiYiLOzs4mjyUnJ3Py5EmqV6/+aLOIMjL00t9xcfqvgFatiq3rqjQotK+zEEIUtoQEWLRId1PFxmaXe3joMTihoXDXhAxRfO73+X03GbNTXCwt9dLfQgghSr6UFFi/Xgec777Ts6tAt9b06KHH4QQH624rUeLJd0kIIYQAPZFkzx4dcJYsgbu31nniCd2CM2AAuLqar47ioUjYEUIIUb5duKCnikdEwOHD2eXe3jBkiA45/5ulKkonCTtCCCHKnzt34NtvdcD54QfImklqZwfPPacDTocOMrayjJCwI4QQonxQCn75BcLD9QrGiYnZjz39tA44ISH538JHlBoSdoQQQpRtZ87AggW6FeePP7LLq1WDoUP1rXZt89VPFDkJO0IIIcqeW7f0wn7h4fDjj9mr2Ds4QN++uhWnbVu9V5Uo8yTsCCGEKBsyM2HnTh1wVqww3cewbVsdcPr0gQoVzFVDYSYSdoQQQpRc+VmQ9eRJmD9fd1OdPJldXqOGDjhDh4K/f7FWW5QsZm2/mz17NgEBATg7O+Ps7Ezz5s357rvvcj32lVdewWAwMHPmTJPylJQURo4cSeXKlXF0dKRHjx6cO3euGGovhBCiSEVG6pDSrp3eULNdO30/MhJu3IB586BNGx1q3n1XB50KFWDYMNi+Hf78E955R4KOMG/Y8fHx4aOPPmLPnj3s2bOHZ555hp49e3Lo0CGT49asWcOvv/6Kt7d3jnOMHj2a1atXs3TpUnbu3MnNmzfp1q1biduJOyMzg6hTUSw5sISoU1FkZBZ9/cLCwjAYDDlunTt3fuRzR0VFYTAYuH79+qNXVAgh7hUZqcfW3PvH67lzuiuqcmV48UUdagwG6NhRr5UTHw9ff61bgGTzTfE/Zu3G6t69u8n9Dz74gNmzZ/PLL7/QoEEDAM6fP8+IESP4/vvvefbZZ02OT0xM5JtvvmHBggV06NABgIULF+Lr68uWLVsIDg4unhfyAJFHInlj0xucS8p+0/o4+zCr8yx61yuajUCzdO7cmXnz5pmU2draFuk1hRDikWRkwBtvZA8qzk1qKtSpo7dtGDwYfH2LrXqi9Ckxw9AzMjJYunQpt27donnz5gBkZmYyZMgQ3nzzTWP4udvevXtJS0ujU6dOxjJvb28aNmzIrl278rxWSkoKSUlJJreiEnkkkr7L+5oEHYDzSefpu7wvkUcii+zaoIONp6enya1SpUoAfPrppzRq1AhHR0d8fX157bXXuHnXgL7Tp0/TvXt3KlWqhKOjIw0aNGDjxo2cOnWKdu3aAVCpUiUMBgNhYWFF+jqEEOVAaqreaHPixJwtOrmZMwcmTJCgIx7I7AOUDxw4QPPmzUlOTsbJyYnVq1dTv359AKZNm4aVlRWjRo3K9bnx8fHY2NgYP7yzeHh4EB8fn+c1p06dypQpUx6qvkopbqfdztexGZkZjPpuFIqcf50oFAYMvPHdG3So3gFLiwev0ulg7YChEJtlLSws+Ne//oW/vz8nT57ktdde4+9//ztffvklAK+//jqpqals374dR0dHDh8+jJOTE76+vqxatYo+ffpw7NgxnJ2dsbe3L7R6CSHKgatXdbCJicn+9/BhSEvL/znu83teiLuZPezUrVuXmJgYrl+/zqpVqwgNDSU6Opo7d+4wa9Ys9u3bV+APeKXUfZ8zYcIExowZY7yflJSEbz7/MriddhunqU4Fqk9eFIpzN87hMi1/q3XenHATRxvHAl1j/fr1ODmZ1nf8+PFMmjSJ0aNHG8uqV6/O+++/z/Dhw41h58yZM/Tp04dGjRoBUKNGDePxrv/bCM/d3Z2KFSsWqE5CiHIkM1MPHM4KNFm3s2dzP75iRfDz08c/iJdX4dVTlGlmDzs2NjbUqlULgKZNm7J7925mzZpFvXr1SEhIoFq1asZjMzIyGDt2LDNnzuTUqVN4enqSmprKtWvXTFp3EhISaNGiRZ7XtLW1LTfjVtq1a8fs2bNNyrKCyrZt2/jwww85fPgwSUlJpKenk5yczK1bt3B0dGTUqFEMHz6cH374gQ4dOtCnTx8CAgLM8TKEEKXBnTtw6FB2oImN1bcbN3I/vnp1CArSt8BA/W+1ajog+fvD+fO5j9sxGMDHRw9CFiIfzB527qWUIiUlhSFDhhgHHWcJDg5myJAhvPDCCwA0adIEa2trNm/eTEhICABxcXEcPHiQ6dOnF0n9HKwduDnh5oMPBLaf3k7XxV0feNzGgRtp7dc6X9cuKEdHR2OYvNvp06fp2rUrr776Ku+//z6urq7s3LmTYcOGkfa/ZuSXXnqJ4OBgNmzYwA8//MDUqVP55JNPGDlyZIHrIYQoYxISTLugYmLg6NHsDTXvZmsLDRtmB5qgIAgIyHsPKktLmDVLz8YyGEwDT1ar/cyZskmnyDezhp23336bLl264Ovry40bN1i6dClRUVFs2rQJNzc33NzcTI63trbG09OTunXrAuDi4sKwYcMYO3Ysbm5uuLq6Mm7cOBo1apQjKBUWg8GQ766kTjU74ePsw/mk87mO2zFgwMfZh041O+VrzE5h2rNnD+np6XzyySdY/G+59OXLl+c4ztfXl1dffZVXX32VCRMm8N///peRI0diY2MDUOKm+AshCllGht5P6u5QExurF/nLTeXK2YEmq8Wmbl2wti7YdXv3hpUr9aysuwcr+/jooNO7aGeyirLFrGHn4sWLDBkyhLi4OFxcXAgICGDTpk107Ngx3+f47LPPsLKyIiQkhDt37tC+fXvCw8OxLAGJ39LCklmdZ9F3eV8MGEwCjwH918nMzjOLNOikpKTkGKxtZWVFzZo1SU9P5/PPP6d79+789NNPzJkzx+S40aNH06VLF+rUqcO1a9f48ccfqVevHgB+fn4YDAbWr19P165dsbe3zzE2SAhRyty8CQcOmIaa/ft199S9DAa9eebdXVBBQXocTWFNpOjdG3r2fPAKykI8gEGp+y1kUD4kJSXh4uJCYmIizs7OJo8lJydz8uRJqlevjp2d3UOdP7d1dnydfZnZeWaRrrMTFhZGREREjvK6dety9OhRPvvsM2bMmMH169dp3bo1gwYNYujQoVy7do2KFSsycuRIvvvuO86dO4ezszOdO3fms88+M7a4vf/++3z55ZdcvHiRoUOHEh4e/tB1LYyvsxAin5SCCxdMQ01MjF5xOLePBAcH3e10d6hp1AgcCzZhQojCdr/P77tJ2KHoww7oaeg7zuwg7kYcXhW8aFWtVbF3XZVkEnaEKCJpaXoszb3dUJcv5368l1fObqhataQ1RZRI+Q07JW6AclllaWFJW/+25q6GEKIsS0zMGWoOHtSL9d3L0hIee8y0GyowENzdi7fOQhQDCTtCCFHaKAWnT+ecDXXqVO7HV6iQc2xNgwYgraiinJCwI4QQJVlKil675t4Wm8TE3I+vVi1nN5S/P1iUmN2BhCh2EnaEEKKkuHw5Z6g5cgTS03Mea22tW2fu7Ya6Z/scIYSEnXyTcdxFS76+olzJzIQTJ3J2Q50/n/vxrq6mXVBBQXq8zf/WuxJC3J+EnQew/t9CWLdv35bNLovQ7dt6c1Xrgi48JkRJd/u2HiR8975Q+/fDrVu5H1+zZs4tFHx8Cm/tGiHKIQk7D2BpaUnFihVJSEgAwMGhcHceL++UUty+fZuEhAQqVqxYIhaDFOKhxcfnXLvm+PHct1Cws9Nr1dwdaho1gvtMnxVCPBwJO/ng6ekJYAw8ovBVrFjR+HUWosRLT9ch5t5uqLx+R7i75xw0XKcOWMmvYCGKg7zT8sFgMODl5YW7u7txk0xReKytraVFRxSNjIxH32ogKUl3O2WFmthYvaVCcnLOYy0sdIi5txtKgrwQZiVhpwAsLS3lQ1mI0iIyMvdNJGfNyn0TSaX0sfd2Q504kfv5HR1NZ0EFBemdvR0cCv2lCCEejYQdIUTZExkJffvm3Ofp/HldvnSp3on73m6oa9dyP5+Pj+lsqMBAPZBY1q4RolSQsCOEKFsyMnSLTm7LGWSV9e+f+3OtrKBePdNQExgIlSsXVW2FEMVAwo4QomzZscO06yovjo7QtKlpi039+mBrW9Q1FEIUMwk7QoiyY/9+mD49f8f+5z8wcGDR1kcIUSJI2BFClG6XLsHixRAersfd5Je3d1HVSAhRwkjYEUKUPqmpsH49RETAxo3Ze0dZW0P37hAdDVev5j5ux2DQA45btSreOgshzEbCjhCidFAK9u3TLThLlsCVK9mPNW0KYWEwYAC4uWXPxjIYTANP1urnM2cWfL0dIUSpJWFHCFGyxcXBwoW6FefQoexyLy8YMgRCQ/XA4rv17g0rV+a+zs7MmbmvsyOEKLMk7AghSp7kZPj2Wx1wvv8+e28pW1t47jkdcDp0uP92C717Q8+ej76CshCi1JOwI4QoGZSCX3/V3VTLlsH169mPNW+uu6lCQqBixfyf09IS2rYt1GoKIUofCTtCCPM6exYWLNCtOMePZ5f7+sLQofpWp4756ieEKPUk7Aghit/t27B6tW7F2bo1exCxgwP06aO7qdq1k+0YhBCFQsKOEKJ4KAU7d+qAs2IF3LiR/VibNjrg9O0LFSqYrYpCiLJJwo4QomidOgXz5+tuqr/+yi6vXl0HnCFDoEYNs1VPCFH2SdgRQhS+mzf11O/wcL3AXxYnJz3IODQUWraUbiohRLGQsCOEKByZmRAVpQPOqlV6XA7ohfyeeUbPpnruOb0BpxBCFCMJO0KIR/PHH7qLasECOHMmu7x2bR1wBg+GatXMVj0hhJCwI4QouMREWL5ct+Ls2pVd7uIC/fvrkPPUU9nbMwghhBlJ2BFC5E9GBmzZogPOmjV6lWPQ4246ddIBp0cPsLc3YyWFECInCTtCiPs7ciS7m+rChezy+vV1wBk0CLy9zVY9IYR4ELNOhZg9ezYBAQE4Ozvj7OxM8+bN+e677wBIS0tj/PjxNGrUCEdHR7y9vRk6dCgX7v5lC6SkpDBy5EgqV66Mo6MjPXr04NzdG/8JIQru6lX48kt44gkdaqZN00HH1RVGjIDdu+HgQXjzTQk6QogSz6BU1tKlxW/dunVYWlpSq1YtACIiIpgxYwa///47Pj4+9O3bl5dffpnAwECuXbvG6NGjSU9PZ8+ePcZzDB8+nHXr1hEeHo6bmxtjx47l6tWr7N27F8t8bviXlJSEi4sLiYmJODs7F8lrFaLES0vTm25GRMDatZCaqsstLaFrV92K8+yzejNOIYQoAfL7+W3WsJMbV1dXZsyYwbBhw3I8tnv3bp544glOnz5NtWrVSExMpEqVKixYsID+/fsDcOHCBXx9fdm4cSPBwcH5uqaEHVGu7d+vA87ChZCQkF0eGKgDzsCB4O5utuoJIURe8vv5XWLG7GRkZLBixQpu3bpF8+bNcz0mMTERg8FAxf/terx3717S0tLo1KmT8Rhvb28aNmzIrl278gw7KSkppKSkGO8nJSUV3gsRojS4dAkWL9Yh5/ffs8urVNFjcEJDISjIbNUTQojCZPawc+DAAZo3b05ycjJOTk6sXr2a+vXr5zguOTmZt956i4EDBxrTW3x8PDY2NlSqVMnkWA8PD+Lj4/O85tSpU5kyZUrhvhAhSrrUVNiwQQecDRsgPV2XW1tD9+66FadzZ31fCCHKELOHnbp16xITE8P169dZtWoVoaGhREdHmwSetLQ0BgwYQGZmJl9++eUDz6mUwnCf9T0mTJjAmDFjjPeTkpLw9fV9tBciREmkFOzbp6eLL1kCV65kP9a0qQ44AwaAm5u5aiiEEEXO7GHHxsbGOEC5adOm7N69m1mzZvHVV18BOuiEhIRw8uRJfvzxR5M+OU9PT1JTU7l27ZpJ605CQgItWrTI85q2trbYyiBLUZbFxcGiRTrkHDqUXe7lpVc0Dg2FBg3MVj0hhChOJW4XPqWUcTxNVtD5448/2LJlC273/PXZpEkTrK2t2bx5s7EsLi6OgwcP3jfsCFEmJSfrVY27dgUfHz0t/NAhPXuqf3/47ju9ncP06RJ0hBDlillbdt5++226dOmCr68vN27cYOnSpURFRbFp0ybS09Pp27cv+/btY/369WRkZBjH4bi6umJjY4OLiwvDhg1j7NixuLm54erqyrhx42jUqBEdOnQw50sTongoBb/+qsfhLF0K169nP9a8uW7B6d8f/jeoXwghyiOzhp2LFy8yZMgQ4uLicHFxISAggE2bNtGxY0dOnTrF2rVrAQi6Z1bItm3baNu2LQCfffYZVlZWhISEcOfOHdq3b094eHi+19gRolQ6d06vaBwRAceOZZf7+sKQITB0KNSta776CSFECVLi1tkxB1lnR5QKt2/D6tU64GzZolt1QO9F1aePHmzcrp3eq0oIIcqBUrfOjhAiF0rBzp064CxfDjduZD/WurUOOH37QoUKZquiEEKUdBJ2hCiJTp2C+fP17cSJ7PLq1XUX1dChUKOG2aonhBCliYQdIUqKmzdh5UrdihMVlV3u5AT9+ulWnJYtpZtKCCEKSMKOEOaUmamDTUQErFoFt27pcoMBnnlGz6bq3RscHc1aTSGEKM0k7AhhDn/+qQPO/Pl67ZsstWvrgDNkCFSrZr76CSFEGSJhR4jikpioBxlHRMBPP2WXu7jotXBCQ/XaOPfZ6kQIIUTBSdgRoihlZOhp4hERetp4crIut7CATp10wOnZU08fF0IIUSQk7AhRFI4c0QFnwQK4cCG7vH59HXAGDwZvb/PVTwghyhEJO0IUlqtX9ZYNERHw22/Z5a6u8PzzejZVkybSTSWEEMVMwo4QecnIgB079A7iXl7QqhXcuw1Jejps2qQDztq1kJqqyy0t9YacoaHQrZvejFMIIYRZSNgRIjeRkfDGG3oPqiw+PjBrlp4Kvn+/DjiLFsHFi9nHBAbqgDNwIHh4FH+9hRBC5CBhR4h7RUbqLRju3Tbu/Hm9B1X16nDyZHZ5lSowaJAOOfdsWiuEEML8JOwIcbeMDN2ik9v+uFllJ0+ClRX06KEDTpcuYG1dvPUUQgiRbxJ2hMiSkKAX+bu76yovK1fqKeNCCCFKPAk7ovzJyNArGMfEQGys/jcmRg9Ezq/bt4uockIIIQqbhB1Rtt28CQcOmIaaAwdyDysGg1775vz5B5/Xy6uwayqEEKKISNgRZYNSumUmK9BkhZs//sh9/I29PQQE6AHFgYH630aNdLm/vw48uT3PYNCzslq1KspXI4QQohBJ2BGlT1oaHDuWsxvq8uXcj/fyyg40WeGmdu2ca+ZkmTVLz8YyGEwDT9ZigDNn5v1cIYQQJY6EHVGyJSbqNW3ubrE5eBBSUnIea2EBjz1mGmoCAwu+3k3v3noAcm7r7MycqR8XQghRakjYESWDUnDmTM5uqLvXs7lbhQrZrTVZ/zZoUHgbavburWdbPWgFZSGEECWehB1R/FJS4PBh0y6o2Fi4fj3346tVM+2GCgrS42osLIq2npaW0LZt0V5DCCFEkZOwI4rWlSs5Q83hw3pPqXtZW+tdwe/thnJ1Ld46CyGEKFMk7IjCkZkJf/2Vc9BwXgv0Vapk2gUVFAT16oGNTXHVWAghRDkhYUcU3O3bepDw3aFm/369pk1uatbMORvK1zd7dpMQQghRhCTsiPu7eDHnoOFjx3RLzr3s7KBhQ9NQExAAzs7FWmUhhBDibhJ2hJaRAceP5+yGungx9+OrVIHHHzdtsalTR2+QKYQQQpQg8slUHt24obud7g41Bw/CnTs5jzUYoG7dnN1Qnp7SDSWEEKJUkLBTlimltz3ICjRZrTZ//pn78Y6O2VsoZIWahg11uRBCCFFKSdgpK9LS4MiRnN1QV6/mfnzVqjlnQ9WsWfRr1wghhBDFTMJOaXT9ummgiYnRa9ekpuY81tJST+m+e0G+wECoXLkYKyyEEEKYj4SdopKR8ehbDSgFp07lnA11+nTuxzs7mwaaoCC9SJ+d3SO8ECGEEOLhZGRmsOPMDuJuxOFVwYtW1VphaVH82+6YNezMnj2b2bNnc+rUKQAaNGjAO++8Q5cuXQBQSjFlyhT+85//cO3aNZ588km++OILGjRoYDxHSkoK48aNY8mSJdy5c4f27dvz5Zdf4uPjY46XpEVG5r6J5KxZeW8imZwMhw7lXG04KSn34/39c3ZD+fnJoGEhhBAlQuSRSN7Y9AbnkrI/C32cfZjVeRa96xXvhsoGpZQq1iveZd26dVhaWlKrVi0AIiIimDFjBr///jsNGjRg2rRpfPDBB4SHh1OnTh3++c9/sn37do4dO0aFChUAGD58OOvWrSM8PBw3NzfGjh3L1atX2bt3L5b5bElJSkrCxcWFxMREnB91TZjISOjbV7fK3C0rhKxcqVt57g01R47o1qB72djoDS7v7oYKCICKFR+tnkIIIUQRiTwSSd/lfVGYfhYa0J+FK0NWFkrgye/nt1nDTm5cXV2ZMWMGL774It7e3owePZrx48cDuhXHw8ODadOm8corr5CYmEiVKlVYsGAB/fv3B+DChQv4+vqyceNGgoOD83XNQgs7GRm6xSWvLRJADwDObUE+ADe3nN1Qjz2m94wSQgghSoGMzAz8Z/mbtOjczYABH2cfTr5x8pG7tPL7+V1ixuxkZGSwYsUKbt26RfPmzTl58iTx8fF06tTJeIytrS1t2rRh165dvPLKK+zdu5e0tDSTY7y9vWnYsCG7du3KM+ykpKSQkpJivJ+UV1dRQe3Ycf+gA9lBp3btnDt5e3tLN5QQQohSbceZHXkGHQCF4mzSWXac2UFb/7bFUiezh50DBw7QvHlzkpOTcXJyYvXq1dSvX59du3YB4OHhYXK8h4cHp/83QDc+Ph4bGxsqVaqU45j4+Pg8rzl16lSmTJlSyK8EPRg5P775Bl58sfCvL4QQQphZ3I38fRbm97jCYPZFVerWrUtMTAy//PILw4cPJzQ0lMOHDxsfN9zT0qGUylF2rwcdM2HCBBITE423s2fPPtqLyOLllb/jatQonOsJIYQQJYy7o3u+jvOqkM/PzEJg9rBjY2NDrVq1aNq0KVOnTiUwMJBZs2bh6ekJkKOFJiEhwdja4+npSWpqKteuXcvzmNzY2tri7OxscisUrVrpWVd5BS2DQe/23apV4VxPCCGEKEEu3LjAe9Hv3fcYAwZ8nX1pVa34PgvNHnbupZQiJSWF6tWr4+npyebNm42PpaamEh0dTYsWLQBo0qQJ1tbWJsfExcVx8OBB4zHFytJSTy+HnIEn6/7MmQVfb0cIIYQo4b7/83sC5wSy/cx27Kz0+m5Zs6+yZN2f2Xlmsa63Y9aw8/bbb7Njxw5OnTrFgQMHmDhxIlFRUQwaNAiDwcDo0aP58MMPWb16NQcPHiQsLAwHBwcGDhwIgIuLC8OGDWPs2LFs3bqV33//ncGDB9OoUSM6dOhgnhfVu7eeXl61qmm5j48uz2udHSGEEKIUSs9MZ8KWCXRe1JnLty8T6BFI7KuxrApZRVVn089CH2efQpt2XhBmHaB88eJFhgwZQlxcHC4uLgQEBLBp0yY6duwIwN///nfu3LnDa6+9ZlxU8IcffjCusQPw2WefYWVlRUhIiHFRwfDw8HyvsVMkeveGnj0ffQVlIYQQogQ7m3iW51c9z09nfwJgeNPhfBr8KXZWdtRxq0PPuj1LxArKJW6dHXMo1EUFhRBCiHJgw/ENDF0zlKt3rlLBpgJf9/iakAYhxVqHUrfOjhBCCCFKvrSMNCZsncAnP38CQBOvJizru4yarjXNXLO8SdgRQgghRL6cun6KASsH8Ov5XwEY9cQopnecjq2VrZlrdn8SdoQQQgjxQGuOruGFb1/gevJ1KtpVZG6PuTxX7zlzVytfJOwIIYQQIk8p6SmM3zKeWb/qpVWeqPoEy/ouw7+iv3krVgASdoQQQgiRq7+u/UXIihD2xu0FYGzzsXzY/kNsLG3MXLOCkbAjhBBCiBxWHl7JsLXDSEpJwtXelfCe4XSv293c1XooEnaEEEIIYZScnsyY78cwe89sAFr4tmBpn6X4uviauWYPT8KOEEIIIQD448ofhKwMISY+BoC3nn6L99q9h7WltXkr9ogk7AghhBCCJQeW8H/r/4+bqTep7FCZBc8toHOtzuauVqGQsCOEEEKUY3fS7jDqu1F8/fvXALT2a83i3otz7GtVmknYEUIIIcqpI5eOELIyhIMJBzFg4B+t/8E7bd7ByqJsxYOy9WqEEEIIkS/zY+czfMNwbqfdxsPRg4W9F9KhRgdzV6tISNgRQgghypFbqbcY8d0IwmPCAXim+jMs6r0ITydP81asCEnYEUIIIcqJgwkHCVkRwpHLR7AwWPBum3d5u9XbWFpYmrtqRUrCjhBCCFHGKaWY+/tcRn43kjvpd/By8mJxn8W09W9r7qoVCwk7QgghRBl2I+UGwzcMZ9GBRQB0qtmJBc8twN3R3cw1Kz4SdoQQQogyKjY+lpCVIRy/chxLgyX/fOaf/P3pv2NhsDB31YqVhB0hhBCijFFK8dXerxi9aTQpGSn4OPuwpM8SWlZrae6qmYWEHSGEEKIMSUxO5P/W/x/LDy0H4NnazxLeK5zKDpXNXDPzKZR2rIyMDGJiYrh27VphnE4IIYQQD2Hvhb00+U8Tlh9ajpWFFR93/Ji1z68t10EHHjLsjB49mm+++QbQQadNmzY0btwYX19foqKiCrN+QgghhHgApRSf//o5Lea24MS1E/i5+LHjhR2MbTG23I3Pyc1DfQVWrlxJYGAgAOvWrePkyZMcPXqU0aNHM3HixEKtoBBCCCHydu3ONfos78OoTaNIzUil12O9+P2V33nK5ylzV63EeKiwc/nyZTw99UqLGzdupF+/ftSpU4dhw4Zx4MCBQq2gEEIIIXL32/nfaPyfxqw+uhprC2tmdZ5FZEgklewrmbtqJcpDhR0PDw8OHz5MRkYGmzZtokMHvZfG7du3sbQs26swCiGEEOamlOLTnz/l6blPc+r6KWpUqsGuYbsY9eQoDAaDuatX4jzUbKwXXniBkJAQvLy8MBgMdOzYEYBff/2Vxx57rFArKIQQQohsV+9cJWxNGOuOrwOgb/2+fN39a1zsXMxcs5LrocLOu+++S8OGDTl79iz9+vXD1tYWAEtLS956661CraAQQgghtF1ndzFg5QDOJp3F1tKWz4I/49Wmr0przgMYlFLqUU6QnJyMnZ1dYdXHLJKSknBxcSExMRFnZ2dzV0cIIYQwkakymfHTDCb+OJEMlUFt19os77ecIM8gc1fNrPL7+f1QY3YyMjJ4//33qVq1Kk5OTvz1118ATJo0yTglXQghhBCP7tKtSzy7+Fne2voWGSqD5xs+z97/21vug05BPFTY+eCDDwgPD2f69OnY2NgYyxs1asTXX39daJUTQgghyrPtp7cT9FUQm/7chJ2VHf/t/l8W9V5EBdsK5q5aqfJQYWf+/Pn85z//YdCgQSazrwICAjh69GihVU4IIYQojzIyM/jn9n/SLqIdF25c4LHKj/HbS7/xUuOXZHzOQ3ioAcrnz5+nVq1aOcozMzNJS0t75EoJIURhyMjMYMeZHcTdiMOrghetqrXC0kKWxxAl28WbFxm8ejBb/toCwNDAoXzR9QucbJzMXLPS66Fadho0aMCOHTtylK9YsYLHH3883+eZOnUqzZo1o0KFCri7u9OrVy+OHTtmcszNmzcZMWIEPj4+2NvbU69ePWbPnm1yTEpKCiNHjqRy5co4OjrSo0cPzp079zAvTQhRRkQeicR/lj/tItoxMHIg7SLa4T/Ln8gjkeaumhB5+vHkjwTOCWTLX1twsHZgXs95RPSKkKDziB6qZWfy5MkMGTKE8+fPk5mZSWRkJMeOHWP+/PmsX78+3+eJjo7m9ddfp1mzZqSnpzNx4kQ6derE4cOHcXR0BOBvf/sb27ZtY+HChfj7+/PDDz/w2muv4e3tTc+ePQG9V9e6detYunQpbm5ujB07lm7durF3715Z5FCIcijySCR9l/dFYTrZ9HzSefou78vKkJX0rtfbTLUTIqeMzAzei36P97e/j0LRoEoDlvdbTv0q9c1dtTLhoaeef//993z44Yfs3buXzMxMGjduzDvvvEOnTp0eujKXLl3C3d2d6OhoWrduDUDDhg3p378/kyZNMh7XpEkTunbtyvvvv09iYiJVqlRhwYIF9O/fH4ALFy7g6+vLxo0bCQ4OfuB1Zeq5EGVHRmYG/rP8OZeUe+uuAQM+zj6cfOOkdGmJEuHCjQsMihxE1KkoAIY9Pox/dfkXDtYO5q1YKVCkU88BgoODiY6O5ubNm9y+fZudO3c+UtABSExMBMDV1dVY1rJlS9auXcv58+dRSrFt2zaOHz9uDDF79+4lLS3N5Nre3t40bNiQXbt25XqdlJQUkpKSTG5CiNItU2Xy17W/+GDHB3kGHQCF4mzSWXacydkVL0Rx++HEDwTNCSLqVBSO1o4sfG4hX/f4WoJOIXuobqyioJRizJgxtGzZkoYNGxrL//Wvf/Hyyy/j4+ODlZUVFhYWfP3117Rs2RKA+Ph4bGxsqFTJdNMzDw8P4uPjc73W1KlTmTJlStG9GCFEkUpOT+ZgwkFi42OJiY8h5mIM+y/uJykl/3+4HLh4gLb+bYuukkLcR3pmOu9se4epO6cCEOgRyPJ+y6njVsfMNSub8h12KlWqlO/pblevXi1wRUaMGMH+/fvZuXOnSfm//vUvfvnlF9auXYufnx/bt2/ntddew8vLy7gBaW6UUnnWd8KECYwZM8Z4PykpCV9f3wLXWQhR9BJuJZiEmtj4WI5ePkqGyshxrI2lDX4ufvxx9Y8HnnfUplF8e+xbwoLCeO6x53C0cSyK6guRw7mkczy/6nl2ntGfd682eZVPgz/F3trezDUru/IddmbOnFlklRg5ciRr165l+/bt+Pj4GMvv3LnD22+/zerVq3n22WcBvZZPTEwMH3/8MR06dMDT05PU1FSuXbtm0rqTkJBAixYtcr2era2tcT8vIUTJkJGZwZ9X/9ShJj6G2Is64MTdjMv1eDd7Nx73epxAj0CCPIMI8gyirltdLAwW+M/y53zS+RwDlLPYWtqSkpHC1pNb2XpyK042TvSr34+woDBaVmuJheGhe/iFuK8NxzcQuiaUK3euUMGmAl/3+JqQBiHmrlaZl++wExoaWugXV0oxcuRIVq9eTVRUFNWrVzd5PC0tjbS0NCwsTH/xWFpakpmZCejBytbW1mzevJmQEP0DExcXx8GDB5k+fXqh11kI8ehupt7kwMUDxkATEx/DgYQD3E67neNYAwZqudYyBpqscONdwTvP1ttZnWfRd3lfDBhMAo8BffziPot53PNxFuxfQERsBH9d+4t5MfOYFzOP6hWrExoYytDAoVSvVD3X8wtRUGkZaby99W0+/vljABp7NWZ53+XUdK1p5pqVD4+8EeidO3dyLCSY3xlNr732GosXL+bbb7+lbt26xnIXFxfs7XVzXtu2bbl8+TL//ve/8fPzIzo6muHDh/Ppp58yfPhwAIYPH8769esJDw/H1dWVcePGceXKlXxPPZfZWEIUDaUUF25cMAk1sRdj+ePKH7m2uthb2RPgEWASahp5NHqoNUYij0TyxqY3TAYr+zr7MrPzTJNp50opdp7ZSURsBMsPLedG6g3jY639WhMWGEbf+n1leX7x0E5fP82AVQP45dwvAIx8YiQzOs7A1kp6GB5Vfj+/Hyrs3Lp1i/Hjx7N8+XKuXLmS4/GMjJx96blePI+/yubNm0dYWBigByBPmDCBH374gatXr+Ln58f//d//8be//c34/OTkZN58800WL17MnTt3aN++PV9++WW+x+FI2BHi0aVlpHHsyjEdaOJjibmow83l25dzPd7Lycsk1AR5BlHLtVahTgcv6ArKt9Nus/rIaiJiI9jy1xZjIHOwdqB3vd6EBYbRrno76eYS+fbt0W8J+zaM68nXcbF1YW7PubLGUyEq0rDz+uuvs23bNt577z2GDh3KF198wfnz5/nqq6/46KOPGDRo0CNVvrhJ2BGiYBKTE4m9GGsycPhQwiFSMlJyHGtpsKRu5bo60HgEEegZSKBHIB5OHmaoef6dTTzLwv0LCY8N5/iV48ZyX2dfhgYOJTQwlNputc1YQ1GSpWak8vfNf2fWr7MAeKLqEyzts1S6RgtZkYadatWqMX/+fNq2bYuzszP79u2jVq1aLFiwgCVLlrBx48ZHqnxxk7AjRO6UUpxOPJ1jNtTJ6ydzPb6CTQUCPQONoSbIM4gGVRqU6lkmSil+Pf8rETERLDm4hMSURONjzX2aExYURkiDECraVTRfJUWJ8te1v+i/sj97LuwBYMxTY5jaYSo2ljZmrlnZU6Rhx8nJiUOHDuHn54ePjw+RkZE88cQTnDx5kkaNGnHz5s1Hqnxxk7AjBKSkp3D40mGTmVCxF2O5nnw91+OruVTL0Q3lX9G/THfxJKcns/bYWsJjwvn+xPdkKj1RwtbSll6P9SIsKIyONTrKyszl2MrDKxm2dhhJKUlUsqtERK8Iutftbu5qlVn5/fx+qEUFa9SowalTp/Dz86N+/fosX76cJ554gnXr1lGxYsWHrbMQophcuX3FJNTExMdw5PIR0jPTcxxrbWFN/Sr1jYEmyDOIAI8AXO1dczlz2WZnZUdIgxBCGoQQdyOORQcWER4TzqFLh1h2aBnLDi3Dy8mLwQGDCQ0MpYF7A3NXWRST5PRkxn4/li/3fAlAC98WLOmzhGou1cxcMwEP2bLz2WefYWlpyahRo9i2bRvPPvssGRkZpKen8+mnn/LGG28URV2LjLTsiLIqawuFrECTFXDy2k6hkl2lHFO861WpJ83v96GUYl/cPiJiI1h8YDFX7mRP2mjq3ZSwwDAGNByAm4ObGWspitIfV/6g/8r+/B7/OwDjnx7P++3ex9rS2sw1K/uKtBvrXmfOnGHPnj3UrFmTwMDARz1dsZOwI8qC22m3OZhw0GQ21P6L+7mZmnu3cs1KNY3ja7ICjo+zT75XShc5pWaksuH4BiJiI9jwxwZjS5m1hTXd63YnLDCMzrU6y4dgGbL04FJeXvcyN1NvUtmhMvN7zadL7S7mrla5USRh59dff+Xq1at06ZL9jZw/fz6TJ0/m1q1b9OrVi88//7zUrU4sYUeUNvE343NM8T5+5bhxDMnd7KzsaOje0BhqAj0DCfAIwNlWftaLUsKtBJYcWEJ4bDgx8THGcndHdwY1GkRoYCiBnqXvj0Oh3Um7w+hNo/nPvv8A0KpaK5b0WUJV56pmrln5UiRhp0uXLrRt25bx48cDcODAARo3bkxYWBj169dn+vTpvPLKK7z77ruP/AKKk4QdUVKlZ6bzx5U/sruh/jcb6uKti7ke7+7objLFO8gziDpudbCyKDF7/pZL+y/uJyImgoUHFpJwK8FYHugRSFhQGAMbDcTd0d2MNRQFcfTyUUJWhHAg4QAGDExsNZHJbSfL+8wMiiTseHl5sW7dOpo2bQrAxIkTiY6ONm7euWLFCiZPnszhw4cfsfrFS8KOKAlupNxg/8X9JgOHDyQcIDk9OcexBgzUrVzXZCZUkGcQnk6eZqi5yK+0jDS+P/E94THhrDu+jtSMVACsLKzoWrsroYGhdKvTTcZIlWDzY+czfMNwbqfdxt3RnUW9F9GhRt6bUouiVSSzsa5du4aHR/ZCYNHR0XTu3Nl4v1mzZpw9e/YhqitE+aGU4lzSOZOZUDHxMZy4diLX4x2tHY1bKGQNHG7o3lB26S6FrC2t6VanG93qdOPqnassPbiU8Jhwdl/Yzdpja1l7bC2u9q4MbDiQ0KBQmng1kTFUJcSt1FuM+G4E4THhADxT/RkWPrcQrwpe5q2YyJcCtez4+fmxYMECWrduTWpqKhUrVmTdunW0b98e0N1abdq04erVq0VW4aIgLTsiNwXdaiA3qRmpHL18NMdO3lfv5P4eqVqhao7ZUDVda5bptWsEHL502NjNdeHGBWN5gyoNCA0MZXDAYPlQNaNDCYcIWRnC4UuHsTBYMLnNZCa2mijrKZUARdKN9corr3DgwAGmTZvGmjVriIiI4MKFC9jY6CbXRYsWMXPmTHbv3v3or6AYSdgR98ptE0kfZx9mdZ6V57421+5cM1mMLyZeb6GQlpmW41hLg6Vx7ZqsUBPoGUhlh8pF9ppEyZeRmcGWv7YQHhvOmqNrjF2YFgYLgmsGExoYSs/HemJnZWfmmpYPSinmxcxjxMYR3Em/g5eTF4v7LKatf1tzV038T5GEnUuXLtG7d29++uknnJyciIiI4LnnnjM+3r59e5566ik++OCDR6t9MZOwI+4WeSSSvsv75tiV24DuTljRbwWPez2eYzbUmcQzuZ7PxdbFZIp3oGcg9avUlw8scV/Xk6+z4tAKwmPD2XV2l7G8ol1F+jfoT2hgKE/5PCXdXEXkZupNXl3/KosOLAKgU81OLHhugQwkL2GKdJ2dxMREnJycsLQ0bcK7evUqTk5Oxpae0kLCjsiSkZmB/yz/PBfdAx167g1CWfwr+ueYDeXn4icfSOKR/HHlD+bHziciNoKzSdnjIuu41SE0MJQhAUPwdfE1Yw3Lltj4WEJWhnD8ynEsDZa83+59xrccL93JJVCxLipY2knYEVmiTkXRLqLdA4+zsrDSg4bvCjUBHgGyGaQoUpkqk6hTUYTHhLPqyCpup90GdABvX6M9oYGh9K7XGwdrBzPXtHRSSvGfvf/hjU1vkJKRQtUKVVnadyktq7U0d9VEHiTsFICEHQF6ob6x349l8cHFDzx2fq/5DAkcUgy1EiJ3N1JusOrIKsJjwok+HW0sr2BTgX71+xEaFEqraq2kVTGfklKS+L91/8eyQ8sA6Fq7KxG9ImQcXQknYacAJOyUX8npyaw7to7w2HC+//N7MlRGvp63LXSbDFIUJcbJaydZsH8BEbER/HXtL2N5jUo1GBowlKGBQ6leqboZa1iy7YvbR8iKEE5cO4GVhRVT209lTPMx0m1VCkjYKQAJO+WLUorfzv9GeEw4Sw8t5XrydeNjT1V9iqNXjpKYnJjruBwDBnycfTj5xkmZdipKHKUUO8/sJDwmnBWHV3Aj9YbxsTZ+bQgNDKVv/b5UsK1gxlqWHEopvtj9BWN/GEtqRirVXKqxrO8ynvJ5ytxVE/kkYacAJOyUD+eSzrEgVv/1e+zKMWO5j7OP8a/fupXrGmdjASaBJ2s21sqQlXlOPxeipLiddpvVR1YTHhvO1r+2Gn+WHawd6FOvD2FBYbT1b1tuWy+uJ19n2NphRB6JBKBn3Z7M7TkXV3tXM9dMFISEnQKQsFN2Zf3Cj4iNYMtfW4y/8O2t7OlTvw+hgaG082+Xo5Umt3V2fJ19mdl5pgQdUeqcTTxr7OY6fuW4sbyaSzWGBAwhNDCU2m61zVjD4vXb+d/ov7I/p66fwtrCmhkdZzDqyVEyvqkUkrBTABJ2yhalFD+d/YnwmHCWH1pu0pTf2q+1sSn/Qbt+F8YKykKUJEopfj3/q+7CPbiUxJRE42MtfFsQGhhKSIOQMjurUCnFzF9mMn7LeNIy06hesTrL+i6jWdVm5q6aeEgSdgpAwk7ZcOr6KebHzmd+7HyTfaaqV6zO0EDdTVWjUg0z1lCIkiM5PZlvj35LRGwE35/4nkyVCYCdlR29HutFaGAoHWt0LDMB/+qdq4StCWPd8XUA9KnXh697fF1mg115IWGnACTslF43U2+y6vAqwmPDiToVZSx3snHS028DQ2nl16rcjksQIj/ibsSx6MAiwmPCOXTpkLHcu4I3gxsNJjQolPpV6puxho9m19ldDFg5gLNJZ7GxtOGz4M8Y3nS4dFuVARJ2CkDCTumSqTKJPhVNeGw4qw6v4lbaLUAPIH6m+jPGhdVkV3AhCkYpxb64fYTHhLP44GKTDWubeTcjNDCU5xs9X2oG8WaqTD7e9TFvb32bDJVBLddaLO+7nMe9Hjd31UQhkbBTABJ2Soc/r/5p7KY6nXjaWF7btbZeMj9wCNVcqpmxhkKUHakZqWw4voHw2HA2/rGR9Mx0AGwsbehepzthQWEE1wzG2tLazDXN3aVblwhdE8p3f34HwICGA/iq21cPHKsnShcJOwUgYafkSkxOZMXhFYTHhPPT2Z+M5S62LnozxKBQmvs0l+ZoIYpQwq0EFh9YTERsBDHxMcZyd0d3BjUaRFhQGAEeAear4D12nN7BgFUDuHDjAnZWdvyr8794qfFL8nuiDJKwUwASdkqWjMwMtp7cSnhMOKuPriY5PRkAC4MFnWp2IjQwlJ51e2JvbW/mmgpR/sTGxxIRG8GiA4tIuJVgLA/yDCIsMIyBjQZSxbGKWeqWqTKZumMq70S9Q6bKpK5bXZb3W16igpgoXBJ2CkDCTslw5NIRImIjWLh/IedvnDeW169Sn9DAUAYHDMa7grcZayiEyJKWkcamPzcRERvBuuPrSM1IBfQmuV1rdyUsMIxn6zyLjaVNsdTn4s2LDFk9hM1/bQZgSMAQvnz2S5xsnIrl+sI8JOwUgIQd87l65ypLDy4lIjaC387/ZiyvZFeJgY0GEhoYSlPvptL8LEQJduX2FeP7ePeF3cZyN3s3nm/4PGFBYTT2alxk7+MfT/7IoMhBxN+Mx97Kni+f/ZKwoLAiuZYoWSTsFICEneKVnpnO939+T3hsOGuPrTX+RWhpsKRr7a6EBobSrU43bK1szVxTIURBHb50mIiYCBbsX0DczThjeYMqDQgLCmNQo0F4VfAqlGtlZGbw/vb3eS/6PRSKBlUasLzf8lI9TV4UjISdApCwUzwOXDxAeEw4iw4s4uKti8byAI8AY1+/h5OHGWsohCgs6ZnpbPlrCxGxEaw5usZk7F1wzWDCgsLoUbcHdlZ2D3X+uBtxDIwcaFxf68WgF/m86+c4WDsU1ksQpYCEnQKQsFN0Lt26xJKDSwiPCef3+N+N5VUcqjCo0SBCg0IJ8gwyXwWFEEXuevJ1lh9aTkRsBLvO7jKWV7SryIAGAwgNCuXJqk/m2s2V27YtW09uZXDkYC7dvoSjtSNzus1hcMDg4nxJooQoFWFn6tSpREZGcvToUezt7WnRogXTpk2jbt26JscdOXKE8ePHEx0dTWZmJg0aNGD58uVUq6bXVElJSWHcuHEsWbKEO3fu0L59e7788kt8fHzyVQ8JO4UrNSOVjX9sJDwmnA1/bDCuz2FtYU33ut0JDQylS60uJXZ9DiFE0Tl+5bhxvayzSWeN5XXd6hrXy/Jx1r+7c9uQt4JNBeN+dwEeASzvu5y6lU0/M0T5USrCTufOnRkwYADNmjUjPT2diRMncuDAAQ4fPoyjo1799sSJEzzxxBMMGzaM559/HhcXF44cOUKzZs1wd3cHYPjw4axbt47w8HDc3NwYO3YsV69eZe/evVhaPnhfFwk7j04pxe/xvxMRE8Hig4u5fPuy8bEmXk0ICwpjQMMBVHaobMZaCiFKikyVybaT24iIjWDVkVXcTrsN6JXQO9ToQP3K9fnXb/9CkftHVMcaHfl2wLeyBEU5VyrCzr0uXbqEu7s70dHRtG7dGoABAwZgbW3NggULcn1OYmIiVapUYcGCBfTv3x+ACxcu4Ovry8aNGwkODn7gdSXsPLz4m/Es2r+I8NhwDiYcNJZ7OnkyJGAIoYGhNHBvYMYaCiFKuhspN1h5eCURsRFEn47O13N8nX05+cbJMrNRqXg4+f38LlG7IyYmJgLg6qr3XcnMzGTDhg3UqVOH4OBg3N3defLJJ1mzZo3xOXv37iUtLY1OnToZy7y9vWnYsCG7du0iNykpKSQlJZncRP4lpyez4tAKui3uhs+nPozbPI6DCQextbSlf4P+bBy4kbN/O8v0jtMl6AghHqiCbQVeePwFosKi+GvUX4QGhj7wOWeTzrLjzI5iqJ0oC0pM2FFKMWbMGFq2bEnDhg0BSEhI4ObNm3z00Ud07tyZH374geeee47evXsTHa3Tf3x8PDY2NlSqVMnkfB4eHsTHx+d6ralTp+Li4mK8+fr6Fu2LKwOUUvx67lde2/AaXp94EbIyhA1/bCBDZdDcpzlznp1D3Ng4lvZdSpfaXbCysDJ3lYUQpVD1StUJrvngFnnQM7KEyI8S84k0YsQI9u/fz86dO41lmZmZAPTs2ZO//e1vAAQFBbFr1y7mzJlDmzZt8jyfUirPBawmTJjAmDFjjPeTkpIk8OThXNI5Fu5fSERsBEcvHzWW+zj7MDRgKEMDh8rgQCFEocrvOjyFtV6PKPtKRNgZOXIka9euZfv27SYzqCpXroyVlRX165suEFWvXj1jKPL09CQ1NZVr166ZtO4kJCTQokWLXK9na2uLra0sWJeX22m3WXN0DeEx4Wz5a4txgKC9lT196vchNDCUdv7tpK9cCFEkWlVrhY+zD+eTzuc6QNmAAR9nH1pVa2WG2onSyKxhRynFyJEjWb16NVFRUVSvXt3kcRsbG5o1a8axY8dMyo8fP46fnx8ATZo0wdrams2bNxMSEgJAXFwcBw8eZPr06cXzQsoApRQ/nf2JiJgIlh1aZpzaCfoXT1hQGH3r98XZVgZwCyGKlqWFJbM6z6Lv8r4YMJgEHgO6xX5m55nyB5fIN7OGnddff53Fixfz7bffUqFCBeMYGxcXF+zt9XTCN998k/79+9O6dWvatWvHpk2bWLduHVFRUcZjhw0bxtixY3Fzc8PV1ZVx48bRqFEjOnToYK6XVmqcvn6a+bHziYiN4MS1E8Zy/4r+hAaGMjRwKDUq1TBjDYUQ5VHver1ZGbIyxzo7Ps4+zOw8k971epuxdqK0MevU87zG1MybN4+wsDDj/blz5zJ16lTOnTtH3bp1mTJlCj179jQ+npyczJtvvsnixYtNFhXM7zic8jb1/GbqTVYdXkVEbATbTm0zljtaO9KvQT/CAsNo5dcKC0OJGb8uhCincltBWVp0RJZSuc6OuZSHsJOpMok+FU1EbAQrD6/kVtotQDcJt6vejrDAMHrX642jjaOZayqEEELkT34/v0vEAGVRdP68+qdxafbTiaeN5bVca+ml2QOG4FfRz4w1FEIIIYqWhJ0yKDE5kRWHVxARG8HOM9lT+Z1tnenfoD9hQWE092meZzeiEEIIUZZI2CkjMjIz2HpyKxGxEUQeiSQ5PRkAC4MFHWt0JCwojJ51e8o+MkIIIcodCTul3NHLR4mIiWDB/gWcv3HeWF6vcj3CgsIYHDAY7wreZqyhEEIIYV4Sdkqha3eusfTgUsJjw/nt/G/G8kp2lRjYaCChgaE09W4q3VRCCCEEEnZKjfTMdL7/83siYiP49ti3pGakAmBpsKRL7S6EBYbRrU43bK1kZWghhBDibhJ2SrgDFw8QERvBwv0LuXjrorE8wCOAsMAwBjYaiIeThxlrKIQQQpRsEnZKoMu3L7P4wGIiYiPYF7fPWF7ZoTKDGg0iLCiMIM8g81VQCCGEKEUk7JQQqRmpbPxjIxGxEaw/vp70zHQArC2s6VanG2FBYXSp1QVrS2sz11QIIYQoXSTsFJH8LHGulOL3+N+JiIlg8cHFXL592fhYE68mhAaG8nyj56nsULm4qy9EmZCRATt2QFwceHlBq1ZgKTsNCFHuSNgpApFHInPdvG5W51n0rteb+JvxLNq/iIjYCA4kHDAe4+nkyeBGgwkNCqWhe0NzVF2IMiMyEt54A85lvw3x8YFZs6C37CEpRLkie2NRuHtjRR6JpO/yvihMv6wGDCgUjb0aExsfS4bKAMDW0paej/UkNDCUTjU7YWUh+VOIRxUZCX37wr2/3bJWY1i5UgKPEGWBbARaAIUVdjIyM/Cf5W/SopOXp3yeIjQwlP4N+lPJvtJDX1MIYSojA/z9TVt07mYw6BaekyelS0uI0k42AjWDHWd25CvoRPSKYGjg0GKokRDlz44deQcd0K09Z8/q49q2LbZqCSHMyMLcFShL4m7E5es4awuZUSVEUTl//sHHABw48OBjhBBlg4SdQuRVwatQjxNCFMyPP8Lkyfk7dtQo6NABFi6EW7eKtl5CCPOSsFOIWlVrhY+zDwZy35PKgAFfZ19aVWtVzDUTomw7ehS6d4f27eHEieyByHmx/d+uKlu3wpAh4OkJL74I0dGQmVn09RVCFC8JO4XI0sKSWZ1nAeQIPFn3Z3aemWO9HSHEw7l0CV5/HRo2hPXr9YDj11+Hb77Rgefe0JNVtnixHqA8ZQrUqAE3b8K8eXoMT61a8O678Ndf5nhFQoiiIGGnkPWu15uVISup6lzVpNzH2YeVISvpXU/muwrxqJKTYdo0HUy+/FLPwOreHQ4ehH//G154QU8vr2r6NsTHJ3vaub8/vPMO/PknbN8Ow4ZBhQrZIahmTWjTBubOhRs3zPIyhRCFRKaeU7jr7GTJzwrKQoiCUQqWLoUJE+D0aV32+OPwySfQrl3O4wu6gvLt27B6NUREwJYt2ev0ODjogBQaCs88AxbyZ6IQJYKss1MARRF2hBCF66efYMwY+O03fb9qVfjgAz3mpijCx9mzevByRAQcO5Zd7uurrxkaCnXqFP51hRD5J2GnACTsCFFynTgBb72lu58AHB1h/HgYO1a3uBQ1peDXX3XoWboUrl/Pfqx5cx16+veHihWLvi5CCFMSdgpAwo4QJc+1a/DPf8Lnn0Namm69efFFeO893SVlDsnJsHatDj6bNmXP3LK1hV69ICwMOnaUlZmFKC4SdgpAwo4QJUdqKsyerUPN1au6rFMn+PhjaNTIvHW7W1wcLFqkg8/Bg9nlXl4weLBu8WnQwHz1E6I8kLBTABJ2hDA/pWDNGvj73/UMKdBh4eOPoXNns1btvpSC33+H8HA9pf3KlezHmjbVrT0DBoCbm7lqKETZJWGnACTsCGFee/boMTjbt+v77u7w/vu628qqFO3gl5oKGzbo1p4NGyA9XZdbW+up8aGh0KWLvi+EeHQSdgpAwo4Q5nHmDLz9tu4OArCz06Fn/Hi95k1pdumSbumJiNAtP1mqVIFBg3SLT2Cg2aonRJkgYacAJOwIUbxu3ICPPoJPP9WDfkGPc/nwQz21u6zZv1+HnoULISEhuzwwULf2DBqkW7OEEAUjYacAJOwIUTzS0/VWDu+8k/2h37q1XhSwaVPz1q04pKXB99/r4LN2re72At1V16WLbu159tnsvbuEEPcnYacAJOwIUbSU0lO1x42Dw4d1We3aMH069Oz54I07y6KrV/W6PRER2QslAri6wvPP6+DTpEn5/NoIkV8SdgpAwo4QRWf/fh1yNm/W911dYfJkePVVsLExb91KiiNHdOhZsAAuXMgur19fh57Bg823tpAQj6KgW7YUVH4/v826w8vUqVNp1qwZFSpUwN3dnV69enHs7nXZ7/HKK69gMBiYOXOmSXlKSgojR46kcuXKODo60qNHD86dO1fEtRdC3E9cHLz0kt67avNmPQNp7Fg9rXzUKAk6d6tXT49hOnNGt4A9/7werH34sJ6K7+Oju7mWLcse4yRESRcZqTfcbdcOBg7U//r76/LiZtawEx0dzeuvv84vv/zC5s2bSU9Pp1OnTty6dSvHsWvWrOHXX3/F29s7x2OjR49m9erVLF26lJ07d3Lz5k26detGRkZGcbwMIcRdbt3SCwLWrq3H52RmQr9+cPSoXjOnUiVz17DksrSE4GA9iys+Hv7zH2jRQn8NN23S6/V4eupWsZ9/zt6oVIiSJjIS+vaFe9sdzp/X5cUeeFQJkpCQoAAVHR1tUn7u3DlVtWpVdfDgQeXn56c+++wz42PXr19X1tbWaunSpcay8+fPKwsLC7Vp06Z8XTcxMVEBKjExsVBehxDlUUaGUuHhSnl7K6U/hpV68kmldu40d81Kv+PHlfrHP5Ty9c3+2oJSdeoo9cEHSp05Y+4aCpEtPV0pHx/Tn9W7bwaD/llOT3/0a+X389usLTv3SkxMBMDV1dVYlpmZyZAhQ3jzzTdpkMva63v37iUtLY1OnToZy7y9vWnYsCG7du3K9TopKSkkJSWZ3IQQD2/btuzVgi9cAD8/WLJEtz48/bS5a1f61a6tF1k8dQq2btW7rjs4wPHjMHGi/np36KCntufSMC5EsUlKgi+/zNmiczel4OxZPZanuJSYsKOUYsyYMbRs2ZKGDRsay6dNm4aVlRWjRo3K9Xnx8fHY2NhQ6Z62cQ8PD+Lj43N9ztSpU3FxcTHefMviwh5CFIOjR6FHD3jmGb1wnrMzTJumywcMkJlEhc3CQn+t58/X3Vzz5kGbNvrDIysEeXrqlae3b8/eqFSIwqaUHmO2dq3utu7TB2rWBBcXPSYvP+LiiraOdysxC7GPGDGC/fv3s3PnTmPZ3r17mTVrFvv27cNQwN+aSqk8nzNhwgTGjBljvJ+UlCSBR4gCuHQJ3n0XvvpKz7awtNTjSCZP1isEi6JXoYJuSQsLg5Mn9UyuiAj46y8dgubNg+rV9aKFQ4fq/wvxMFJT9WD52FiIidG32Fi4di3346tU0b8jHqQ4ZxiWiKnnI0eOZM2aNWzfvp3qd70jZ86cyZgxY7CwyG6AysjIwMLCAl9fX06dOsWPP/5I+/btuXr1qknrTmBgIL169WLKlCkPvL5MPRcif5KT4V//gg8+0M3VoPd8mj4dHnvMvHUT+q/tnTt16Fm+XK9UnaV1ax2M+vYt/VtxiKJz9WrOUHP4sF4Q815WVnp5hKCg7FtAAFSsqGddnT+f+yB6g0HPMDx58tGnoZeKdXaUUowcOZLVq1cTFRVF7dq1TR6/cuUKcfe0cwUHBzNkyBBeeOEF6tatS2JiIlWqVGHhwoWEhIQAEBcXh4+PDxs3biQ4OPiB9ZCwI8T9KaWnPb/1Fpw+rcsef1yvfNyunXnrJnJ3+zasXq2Dz5Yt2R86Dg7Qu7cOPu3a6a4xUf5kZuqwcXeoiYnRY2lyU7FidqAJDNT/1quX92rfWbOxwDTwZHW4rFypfw4fVakIO6+99hqLFy/m22+/pW7dusZyFxcX7O3tc32Ov78/o0ePZvTo0cay4cOHs379esLDw3F1dWXcuHFcuXKFvXv3YpmP2ChhR4i87doFY8bAr7/q+1Wr6padIUPkg7K0OHtWD14OD9eDmrP4+uourtBQPQhalE137sDBg6ahJjYWbt7M/fgaNUxDTVCQ/lkp6Bi8yEh44w3Twcq+vjBzZuEEHSglYSevMTXz5s0jLCws18dyCzvJycm8+eabLF68mDt37tC+fXu+/PLLfI/DkbAjRE4nTuiWnJUr9X1HR70b+dixunVAlD5K6dAaEaFny/1vAiwAzZvr1p6QEP1XvCidLl7M2Q119Gjug9VtbaFhQ9MWm4AAPci4sJSUFZRLxJgdc5OwI0S2a9fgn/+Ezz/X/fQWFnp2z3vvyZYFZUlysp5JEx6uNyfN+jC0tYXnntOtPR07Fu4Hkyg8GRnwxx85u6HymIRMlSo5u6Hq1tXjbkozCTsFIGFHCD3jYvZsHWquXtVlHTvqVY8DAsxbN1G04uJg0SIdfA4dyi738tLdlaGheiCqMI+bN/Uec3e32Bw4oLun7mUwQJ06ObuhPD3L5lIQEnYKQMKOKM+Ugm+/1Xsw/fGHLqtfX4eczp3L5i9IkTulYN8+HXoWL84OvZC9aOSAAeDmZq4alm1K6RlM93ZD/fln7rOaHBz0HyJ3t9g0aqS7nMsLCTsFIGFHlFd79ugxONu36/vu7rplZ9iw0t+8LR5Naips2KCDz8aNkJ6uy62t9XIDYWE6DFtbm7OWpVdamh5Lc2831JUruR/v7Z2zG6pmTelmlLBTABJ2RHlz9iy8/baeoQN6h+0xY/QAZHkLiHslJOiWnogI/YGcxd0dBg3S3VyBgWarXol3/brpLKiYGN1dmJqa81hLSz2l++4uqMBAWawzLxJ2CkDCjigvbtyAjz6CTz/VA1QBBg/WU8mrVTNv3UTpEBurQ8+iRToEZQkM1K09AwfqEFQeKaX3L7u3G+rUqdyPd3bOGWoaNNB/fIj8kbBTABJ2RFmXng7ffAPvvJP9AdW6tV4UsGlT89ZNlE5pabBpkw4+69Zlt1JYWUHXrrq1p1s3sLExbz2LSnKyXln47lATG2s6nf9ufn45Bw37+8uYuEclYacAJOyIsmzTJhg3LnuWTa1aMGMG9Owpv2hF4bh6FZYu1eN7du/OLnd11S09oaHQpEnp/Xm7fNm0CyomBo4c0dO/72VtrdeuuTvUBATAPXtVi0IiYacAJOyIsujAAR1yfvhB33d11Rt1vvpq2f1rW5jf4cO6tWfhQrhwIbu8QQMdegYPLrnrNWVm6plP93ZDnT+f+/Gurqb7QgUG6j3i5P1VfCTsFICEHVGWxMfDpEkwd67+5W1tDaNGwcSJ8telKD4ZGXpPrvBwWLMme4yYhQUEB+vg07On+can3L6t/yC4O9Ts3w+3buV+fK1aObuhqlYtva1VZYWEnQKQsCPKgtu39RicadOyf2H366cHJNeoYd66ifLt+nW9C3tEhN5rLYuLi163JzQUnnoq9+DwqNsNKKX/ALi3G+r48dzXrrGz091Od4eaRo1kp/iSSsJOAUjYEaVZZiYsWKCnkmd1Gzz5pA4+Tz9t3roJca/jx2H+fH27e4ftOnV06BkyRG8WCblvJOnjA7Nm5b6RZHo6HDuWsxvq7lljd/PwyLl2Te3assZUaSJhpwAk7IjSats2vSjg77/r+35+uiWnf39pXhclW2am/vmNiIBVq3TLJOif2/bt9Sren3+es/Ul6+d6/nw9m+nuUHPgAKSk5LyWhYXeB+ruUBMYqLdQEKWbhJ0CkLAjSpujR/X2DuvW6fvOznpMzqhRskaHKH1u3ICVK3XwiY5+tHM5OZluoRAUpAdHOzgUQkVFiSNhpwAk7IjS4tIlmDIF5szRYxksLfXsqsmTZYVVUTacPKl/xiMiHnxs5cp6rM/dLTY1auiWHFE+5PfzW3omhSgFkpPhX//SKx0nJemy7t1h+nQ91VWIsqJ6dT1bKz9h51//guefL/o6idJPwo4QJZhSsGwZTJiQveR8UJAefPzMM+asmRBFJ7/r8JTU9XpEySONfUKUULt2QYsW+i/XU6f0rsfz5umdyiXoiLKsVSs96yqvQfYGg56x1apV8dZLlF4SdoQoYf76C0JC9LTxX34BR0c9huH4cb3RYkHWGBGiNLK01NPLIWfgybo/c6a8F0T+SdgRooS4dk1v71CvHqxYoX+pDxsGf/yhN/B0dDR3DYUoPr176xlaVaualvv46PLc1tkRIi8yZkcIM0tLg9mzdevN1au6rGNH+PhjPYVWiPKqd2+9pcSjrKAsBEjYEcJslIJvv9Xr5fzxhy6rX1+HnM6dZVFAIUAHm7ZtzV0LUdpJ2BHCDPbu1SsfZy2g5u4O772nu61kqXohhChc8mtViGJ09qxe6XjBAn3fzg7GjIHx4/UqyEIIIQqfhB0hisGNG3o38k8+0QsEAgwerBcJrFbNvHUTQoiyTsKOEEUoPR3mztWzqS5e1GWtW+vQ07SpeesmhBDlhYQdIYrIpk16KvmhQ/p+rVowY4aeXSKDj4UQovjIOjtCFLIDB/TePl266KDj6qoXQDt0CHr1kqAjhBDFTVp2hCgk8fEwaZLutsrMBGtrGDkS/vEPqFTJ3LUTQojyS8KOEI/o9m09BmfaNLh1S5f17QsffQQ1a5q3bkIIISTsCPHQMjP1FPKJE+H8eV325JM6+Dz9tHnrJoQQIpuEHSHykJGR9zL127bpRQF//13f9/PTLTn9+8uYHCGEKGnMOkB56tSpNGvWjAoVKuDu7k6vXr04duyY8fG0tDTGjx9Po0aNcHR0xNvbm6FDh3LhwgWT86SkpDBy5EgqV66Mo6MjPXr04Ny5c8X9ckQZEhkJ/v7Qrh0MHKj/9feHzz+HHj3gmWd00HF21t1XR4/CgAESdIQQoiQya9iJjo7m9ddf55dffmHz5s2kp6fTqVMnbv1v4MPt27fZt28fkyZNYt++fURGRnL8+HF69Ohhcp7Ro0ezevVqli5dys6dO7l58ybdunUjIyPDHC9LlHKRkXrMzb15+dw5GDUK1q3TLTyvvQZ//qn3trKzM09dhRBCPJhBKaXMXYksly5dwt3dnejoaFq3bp3rMbt37+aJJ57g9OnTVKtWjcTERKpUqcKCBQvo378/ABcuXMDX15eNGzcSHBz8wOsmJSXh4uJCYmIizrJmf7mWkaFbcO7XMGhnB7t3Q8OGxVYtIYQQucjv53eJWmcnMTERAFdX1/seYzAYqFixIgB79+4lLS2NTp06GY/x9vamYcOG7Nq1K9dzpKSkkJSUZHITAvQYnQf1gCYnw+XLxVMfIYQQj67EhB2lFGPGjKFly5Y0zONP5uTkZN566y0GDhxoTHDx8fHY2NhQ6Z6FTDw8PIiPj8/1PFOnTsXFxcV48/X1LdwXI0ql+Hj473/zd2xcXNHWRQghROEpMWFnxIgR7N+/nyVLluT6eFpaGgMGDCAzM5Mvv/zygedTSmHIY7TohAkTSExMNN7Onj37SHUXpVdyMixfDs8+Cz4+sHhx/p7n5VW09RJCCFF4SsTU85EjR7J27Vq2b9+Oj49PjsfT0tIICQnh5MmT/Pjjjyb9cp6enqSmpnLt2jWT1p2EhARatGiR6/VsbW2xtbUt/BciSgWl4NdfISICli6F69ezH3vqKT2zKjFRH3cvg0GHolatiq26QgghHpFZW3aUUowYMYLIyEh+/PFHqlevnuOYrKDzxx9/sGXLFtzc3Eweb9KkCdbW1mzevNlYFhcXx8GDB/MMO6J8OncOpk6FevWgeXOYM0cHHR8fePttHXJ+/hm++UYff2/DYNb9mTOz19sRQghR8pm1Zef1119n8eLFfPvtt1SoUME4xsbFxQV7e3vS09Pp27cv+/btY/369WRkZBiPcXV1xcbGBhcXF4YNG8bYsWNxc3PD1dWVcePG0ahRIzp06GDOlydKgNu3YfVq3YqzZUt2a429PfTpA6Gheg2du8NL796wciW88YbpYGUfHx10evcu1pcghBDiEZl16nleY2rmzZtHWFgYp06dyrW1B2Dbtm20bdsW0AOX33zzTRYvXsydO3do3749X375Zb4HHsvU87JFKfjpJwgP1+NxbtzIfqx1ax1w+vbVCwLez/1WUBZCCGF++f38LlHr7JiLhJ2y4dQpmD9f306cyC6vXh2GDtW3GjXMVj0hhBCFLL+f3yVigLIQD+vmTVi1SrfiREVllzs5Qb9+uhWnVSuwKDHzDoUQQhQ3CTui1MnMhOhoHXBWrYL/7S6CwaD3rAoN1eNqHB3NWk0hhBAlhIQdUWr8+Wd2N9Xp09nltWpBWBgMGQLVqpmtekIIIUooCTuiREtMhBUrdCvOTz9llzs7613GQ0P1NHLZbVwIIUReJOyIEicjA7Zu1QFn9Wq9yjHocTcdO+pWnJ499fRxIYQQ4kEk7IgS48gRvR7OwoVw/nx2ef36ugVn8GDw9jZf/YQQQpROEnaEWV29qrdsiIiA337LLq9UCQYO1CGnaVPpphJCCPHwJOyIYpeeDt9/r7up1q6F1FRdbmkJXbvqgNOtG8j2ZUIIIQqDhB1RbA4c0AFn0SK4eDG7PCBAj8MZOBA8PMxVOyGEEGWVhB1RpC5dgiVLdMj5/ffs8ipVYNAg3YoTFGSu2gkhhCgPJOyIQpeaChs36oCzYYPutgKwtobu3XXA6dJF3xdCCCGKmoQdUSiU0i03ERGweDFcvpz9WJMmuptqwACoXNlsVRRCCFFOSdgRjyQ+Xo/BCQ+Hgwezyz099YrGoaHQoIHZqieEEEJI2BEFl5wM69bpVpxNm/QigKBnT/XsqVtxOnYEK/npEkIIUQLIx5HIF6X0OjgREXrA8fXr2Y899ZQOOCEhen0cIYQQoiSRsCPu69w5vaJxeDgcO5Zd7uMDQ4fqW926ZqueEEII8UASdkQOt2/DmjU64GzZolt1QO9F1aePHofTrp1eBFAIIYQo6STsCEAHmp9+0t1Uy5bBjRvZj7Vqpbup+vbVu40LIYQQpYmEnXLu9GmYP1+HnBMnssv9/XULztChUKOG2aonhBBCPDIJO+XQzZuwapUOONu2ZZc7OkK/froVp1UrsLAwWxWFEEKIQiNhp5zIzIToaB1wVq6EW7d0ucGgx9+EhUHv3jrwCCGEEGWJhJ0y7s8/dTfV/Pm6yypLrVq6m2rIEPDzM1/9hBBCiKImYacMSkyEFSt0K87Ondnlzs7Qv79uxWneXLfqCCGEEGWdhJ0yIiMDtm7VAScyUq9yDHrcTceOOuD07KmnjwshhBDliYSdUu7oUR1wFiyA8+ezy+vV091UgwdD1armq58QQghhbhJ2SqFr12DpUr3o32+/ZZdXqgQDB+qQ07SpdFMJIYQQIGGn1EhPh++/1604334Lqam63NISunTR3VTduunNOIUQQgiRTcJOCXfggA44CxfCxYvZ5QEBOuAMHAgeHmarnhBCCFHiSdgpgS5fhsWLdcjZty+7vHJlGDRIh5ygIHPVTgghhChdJOyUEKmpsHGjDjjr1+tuKwBra909FRamu6usrc1aTSGEEKLUkbBTRDIyYMcOiIsDLy+9/cK9u4QrBb//rgPO4sW6RSdLkyZ6oPHzz+sWHSGEEEI8HLPufjR16lSaNWtGhQoVcHd3p1evXhw7dszkGKUU7777Lt7e3tjb29O2bVsOHTpkckxKSgojR46kcuXKODo60qNHD86dO1ecL8VEZKTeSLNdOz2mpl07fT8yUj8eHw+ffAKBgTrU/OtfOuh4esK4cXqczp49MHKkBB0hhBDiUZk17ERHR/P666/zyy+/sHnzZtLT0+nUqRO3sjZuAqZPn86nn37Kv//9b3bv3o2npycdO3bkxo0bxmNGjx7N6tWrWbp0KTt37uTmzZt069aNjIyMYn9NkZHQty/cm7XOn4c+fXS48fHJDjW2thASAhs2wNmzMGMGNGxY7NUWQgghyiyDUkqZuxJZLl26hLu7O9HR0bRu3RqlFN7e3owePZrx48cDuhXHw8ODadOm8corr5CYmEiVKlVYsGAB/fv3B+DChQv4+vqyceNGgoODH3jdpKQkXFxcSExMxNnZ+aHrn5GhW3Dy06j01FO6m6p/f70+jhBCCCEKJr+f32Zt2blXYmIiAK6urgCcPHmS+Ph4OnXqZDzG1taWNm3asGvXLgD27t1LWlqayTHe3t40bNjQeMy9UlJSSEpKMrkVhh078hd0IiLg55/h1Vcl6AghhBBFrcSEHaUUY8aMoWXLljT8Xz9OfHw8AB73LCTj4eFhfCw+Ph4bGxsq3ZMa7j7mXlOnTsXFxcV48/X1LZTXEBeXv+NkRpUQQghRfEpM2BkxYgT79+9nyZIlOR4z3LPvgVIqR9m97nfMhAkTSExMNN7Onj378BW/i5dX4R4nhBBCiEdXIsLOyJEjWbt2Ldu2bcPHx8dY7unpCZCjhSYhIcHY2uPp6UlqairXrl3L85h72dra4uzsbHIrDK1a6cHHeeUwgwF8ffVxQgghhCgeZg07SilGjBhBZGQkP/74I9WrVzd5vHr16nh6erJ582ZjWWpqKtHR0bRo0QKAJk2aYG1tbXJMXFwcBw8eNB5TXCwtYdYs/f97A0/W/Zkzc663I4QQQoiiY9ZFBV9//XUWL17Mt99+S4UKFYwtOC4uLtjb22MwGBg9ejQffvghtWvXpnbt2nz44Yc4ODgwcOBA47HDhg1j7NixuLm54erqyrhx42jUqBEdOnQo9tfUuzesXAlvvGE6WNnHRwed3r2LvUpCCCFEuWbWqed5jamZN28eYWFhgG79mTJlCl999RXXrl3jySef5IsvvjAOYgZITk7mzTffZPHixdy5c4f27dvz5Zdf5nvgcWFNPb9bflZQFkIIIcTDy+/nd4laZ8dciiLsCCGEEKJolcp1doQQQgghCpuEHSGEEEKUaRJ2hBBCCFGmSdgRQgghRJkmYUcIIYQQZZqEHSGEEEKUaRJ2hBBCCFGmSdgRQgghRJkmYUcIIYQQZZpZ98YqKbIWkU5KSjJzTYQQQgiRX1mf2w/aDELCDnDjxg2AfO+lJYQQQoiS48aNG7i4uOT5uOyNBWRmZnLhwgUqVKiQ5+akDyMpKQlfX1/Onj0re26VUvI9LP3ke1j6yfewdCvK759Sihs3buDt7Y2FRd4jc6RlB7CwsMDHx6fIzu/s7Cxv0FJOvoeln3wPSz/5HpZuRfX9u1+LThYZoCyEEEKIMk3CjhBCCCHKNAk7RcjW1pbJkydja2tr7qqIhyTfw9JPvoeln3wPS7eS8P2TAcpCCCGEKNOkZUcIIYQQZZqEHSGEEEKUaRJ2hBBCCFGmSdgRooAMBgNr1qwxdzWEEELkk4SdRxAWFkavXr3MXQ3xEMLCwjAYDDluf/75p7mrJvIh6/v36quv5njstddew2AwEBYWVvwVEw9l165dWFpa0rlzZ3NXReRDaXz/SdgR5Vbnzp2Ji4szuVWvXt3c1RL55Ovry9KlS7lz546xLDk5mSVLllCtWrVHOndaWtqjVk8UwNy5cxk5ciQ7d+7kzJkzj3SujIwMMjMzC6lmIi9F+f4rChJ2CsmmTZto2bIlFStWxM3NjW7dunHixAnj46dOncJgMBAZGUm7du1wcHAgMDCQn3/+2Yy1Lt9sbW3x9PQ0uVlaWrJu3TqaNGmCnZ0dNWrUYMqUKaSnp5s8Ny4uji5dumBvb0/16tVZsWKFmV5F+dW4cWOqVatGZGSksSwyMhJfX18ef/xxY1l+35vLly+nbdu22NnZsXDhwmJ9LeXZrVu3WL58OcOHD6dbt26Eh4cbH4uKisJgMLBhwwYCAwOxs7PjySef5MCBA8ZjwsPDqVixIuvXr6d+/frY2tpy+vRpM7yS8qWw3n/PPPMMI0aMMDn3lStXsLW15ccffyy0+krYKSS3bt1izJgx7N69m61bt2JhYcFzzz2X4y+MiRMnMm7cOGJiYqhTpw7PP/98jg9SYT7ff/89gwcPZtSoURw+fJivvvqK8PBwPvjgA5PjJk2aRJ8+fYiNjWXw4ME8//zzHDlyxEy1Lr9eeOEF5s2bZ7w/d+5cXnzxRZNj8vveHD9+PKNGjeLIkSMEBwcXS/0FLFu2jLp161K3bl0GDx7MvHnzuHf5tzfffJOPP/6Y3bt34+7uTo8ePUxa327fvs3UqVP5+uuvOXToEO7u7sX9Msqlwnj/vfTSSyxevJiUlBTjcxYtWoS3tzft2rUrvMoq8dBCQ0NVz549c30sISFBAerAgQNKKaVOnjypAPX1118bjzl06JAC1JEjR4qjuuIuoaGhytLSUjk6Ohpvffv2Va1atVIffvihybELFixQXl5exvuAevXVV02OefLJJ9Xw4cOLpe4i+7136dIlZWtrq06ePKlOnTql7Ozs1KVLl1TPnj1VaGhors/N6705c+bMYnwFIkuLFi2MX/u0tDRVuXJltXnzZqWUUtu2bVOAWrp0qfH4K1euKHt7e7Vs2TKllFLz5s1TgIqJiSn+ypdThfn+S05OVq6ursbvp1JKBQUFqXfffbdQ6yy7nheSEydOMGnSJH755RcuX75sTK1nzpyhYcOGxuMCAgKM//fy8gIgISGBxx57rHgrLGjXrh2zZ8823nd0dKRWrVrs3r3bpCUnIyOD5ORkbt++jYODAwDNmzc3OVfz5s2JiYkplnqLbJUrV+bZZ58lIiICpRTPPvsslStXNjkmv+/Npk2bFmvdBRw7dozffvvN2BViZWVF//79mTt3Lh06dDAed/f7zdXVlbp165q0pNrY2Jj8bhXFozDef7a2tgwePJi5c+cSEhJCTEwMsbGxhT7jVcJOIenevTu+vr7897//xdvbm8zMTBo2bEhqaqrJcdbW1sb/GwwGABlMZyZZ4eZumZmZTJkyhd69e+c43s7O7r7ny/p+iuL14osvGvv8v/jiixyP5/e96ejoWCz1Fdm++eYb0tPTqVq1qrFMKYW1tTXXrl2773Pvfr/Z29vL+89MCuP999JLLxEUFMS5c+eYO3cu7du3x8/Pr1DrKWGnEFy5coUjR47w1Vdf0apVKwB27txp5lqJh9G4cWOOHTuWIwTd65dffmHo0KEm9+8elCeKT+fOnY2/OO8dayPvzZIrPT2d+fPn88knn9CpUyeTx/r06cOiRYuMLW+//PKLcYbPtWvXOH78uLSGlxCF8f5r1KgRTZs25b///S+LFy/m888/L/R6StgpBJUqVcLNzY3//Oc/eHl5cebMGd566y1zV0s8hHfeeYdu3brh6+tLv379sLCwYP/+/Rw4cIB//vOfxuNWrFhB06ZNadmyJYsWLeK3337jm2++MWPNyy9LS0tjl4alpaXJY/LeLLnWr1/PtWvXGDZsGC4uLiaP9e3bl2+++YbPPvsMgPfeew83Nzc8PDyYOHEilStXljXOSojCev+99NJLjBgxAgcHB5577rlCr6fMxnoEmZmZWFlZYWFhwdKlS9m7dy8NGzbkb3/7GzNmzDB39cRDCA4OZv369WzevJlmzZrx1FNP8emnn+ZoUp0yZQpLly4lICCAiIgIFi1aRP369c1Ua+Hs7Iyzs3OOcnlvllzffPMNHTp0yBF0QLfsxMTEsG/fPgA++ugj3njjDZo0aUJcXBxr167FxsamuKss8lAY77/nn38eKysrBg4c+MAhAw/DoNQ9c/xEvnXu3JlatWrx73//29xVEUKIMicqKop27dpx7do1KlasaO7qiCJ09uxZ/P392b17N40bNy7080vLzkO4du0aGzZsICoqymTGgBBCCCHyLy0tjTNnzjB+/HieeuqpIgk6IGN2HsqLL77I7t27GTt2LD179jR3dYQQQohS6aeffqJdu3bUqVOHlStXFtl1pBtLCCGEEGWadGMJIYQQokyTsCOEEEKIMk3CjhBCCCHKNAk7QgghhCjTJOwIIcT/GAyGQt+AUAhhfhJ2hBBmFxYWhsFg4NVXX83x2GuvvYbBYCAsLKzQrvfuu+8SFBRUaOcTQpRsEnaEECWCr68vS5cu5c6dO8ay5ORklixZYtwEUgghHoaEHSFEidC4cWOqVatGZGSksSwyMhJfX1+THeVTUlIYNWoU7u7u2NnZ0bJlS3bv3m18PCoqCoPBwNatW2natCkODg60aNGCY8eOARAeHs6UKVOIjY3FYDBgMBgIDw83Pv/y5cs899xzODg4ULt2bdauXWt87Nq1awwaNIgqVapgb29P7dq1mTdvXhF+VYQQhUHCjhCixHjhhRdMwsPcuXN58cUXTY75+9//zqpVq4iIiGDfvn3UqlWL4OBgrl69anLcxIkT+eSTT9izZw9WVlbG8/Tv35+xY8fSoEED4uLiiIuLo3///sbnTZkyhZCQEPbv30/Xrl0ZNGiQ8dyTJk3i8OHDfPfddxw5coTZs2dTuXLlovpyCCEKiYQdIUSJMWTIEHbu3MmpU6c4ffo0P/30E4MHDzY+fuvWLWbPns2MGTPo0qUL9evX57///S/29vZ88803Juf64IMPaNOmDfXr1+ett95i165dJCcnY29vj5OTE1ZWVnh6euLp6Ym9vb3xeWFhYTz//PPUqlWLDz/8kFu3bvHbb78BcObMGR5//HGaNm2Kv78/HTp0oHv37sXzxRFCPDTZG0sIUWJUrlyZZ599loiICJRSPPvssyYtJydOnCAtLY2nn37aWGZtbc0TTzzBkSNHTM4VEBBg/L+XlxcACQkJDxz/c/fzHB0dqVChAgkJCQAMHz6cPn36sG/fPjp16kSvXr1o0aLFw79gIUSxkJYdIUSJ8uKLLxIeHk5ERESOLqysrfwMBkOO8nvLrK2tjf/PeiwzM/OB17/7eVnPzXpely5dOH36NKNHj+bChQu0b9+ecePG5fOVCSHMRcKOEKJE6dy5M6mpqaSmphIcHGzyWK1atbCxsfn/du5QVWEwjMP4XwYbQxQcrIlYx6JWg9dgFgSTF2CwmMVkXrEsmEwWu9HgHeglCIIwhp6TjnDC4ewYjvLy/OI+vu9dfOAb0263ezzL81z7/V5RFBWe4bqubrfbU+8XhqEGg4HSNNVisVCSJE+dA+D/cI0F4K04jvO4knIc59tauVzWaDTSeDxWEARqNBqaz+e6Xq8aDoeFZzSbTR2PRx0OB9XrdVUqFXme9+u+6XSqVqulOI6VZZk2m82fIgvAaxA7AN5OtVr9cW02m+l+v6vf7+tyuajdbmu73apWqxU+v9frab1eq9vt6nw+a7lcFvppoeu6mkwmOp1O8n1fnU5Hq9Wq8FwAr1H6+LoEBwAAMIhvdgAAgGnEDgAAMI3YAQAAphE7AADANGIHAACYRuwAAADTiB0AAGAasQMAAEwjdgAAgGnEDgAAMI3YAQAAphE7AADAtE/OUjE+dQdyrgAAAABJRU5ErkJggg==",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.plot(months, north, marker='o', color='blue', label='North')\n",
    "plt.plot(months, south, marker='o', color='red', label='South')\n",
    "plt.plot(months, east, marker='o', color='green', label='East')\n",
    "\n",
    "plt.xlabel('Months')\n",
    "plt.ylabel('Sales')\n",
    "plt.legend()\n",
    "plt.title('Monthly Sales Trends by Region')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "6-6GCCmftzMh"
   },
   "source": [
    "Proportion of total sales contributed by each region"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 428
    },
    "id": "6uTXaHSKt7au",
    "outputId": "48c80e17-288e-46c4-bf84-c8b327e4eeac"
   },
   "outputs": [
    {
     "data": {
      "image/png": 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UKFAgW3s52dnZMXr0aE6fPs2aNWuAjP8uPjtuZfbs2UmmyUjBtWrVCgcHB7777rsk/19+/vlnQkNDM7ynmLWQEUoWderUiebNm/Pxxx9z5coVqlWrxubNm1mzZg2jRo1KsntjrVq1CAgIYPr06RQtWpRSpUrxwgsv0LFjRxYtWoS7uzuVK1dm9+7dBAQEUKBAgSxlevPNN4mIiKBbt25UrFiR6Ohodu3axdKlSylZsiSvvPIKAG3atMHBwYFOnToxdOhQwsPDmTt3Ll5eXgmjmNT079+fZcuW8frrrxMYGEjDhg2JjY3lzJkzLFu2jE2bNlG7dm0mTJjAjh07ePHFF/Hx8SE4OJjZs2dTvHhxGjVqlO5ruXHjRsLZCsLDwzl16lTCkfKjR49OsmH4eWFhYRQvXpwePXpQrVo1XF1dCQgIYP/+/UlGg7Vq1WLp0qW888471KlTB1dXVzp16pSRtzqZokWLMnnyZK5cuUL58uVZunQpR44c4ccff0zYrdTX15d69erx0Ucf8eDBA/Lnz8/vv//O06dPk80vM9mmTp1K+/btqV+/Pq+++mrCbsPu7u5GP79ZRl7nM3379uX9999n1apVDBs2LNnjmTVo0CDGjh3L5MmT6dq1a4Z/F2vVqkX37t355ptvuH//fsJuw89GVmmNbjw9Pfnoo4/47LPPaNeuHZ07d+bs2bPMnj2bOnXqmPSBzkoo3MPMrDy/27CmaVpYWJj29ttva0WLFtXs7e21cuXKaVOnTtXi4uKSTHfmzBmtSZMmmrOzswYk7EIcEhKivfLKK1rBggU1V1dXrW3bttqZM2c0Hx+fJLsZZ3S34Y0bN2qDBw/WKlasqLm6umoODg5a2bJltTfffFO7c+dOkmnXrl2rVa1aVXNyctJKliypTZ48Wfvll1+S7db6/G7DmqZp0dHR2uTJkzVfX1/N0dFRy5cvn1arVi3ts88+00JDQzVN07StW7dqXbp00YoWLao5ODhoRYsW1fr06aOdO3cu3ffax8dHAzRAMxgMmpubm+br66sNGTJE27t3b4rPIdHun1FRUdp7772nVatWTcubN6/m4uKiVatWTZs9e3aS54SHh2t9+/bVPDw8NCBhN91n7/fy5cuTLSe13YZ9fX21AwcOaPXr19ecnJw0Hx8fbdasWcmef/HiRa1Vq1aao6OjVqhQIW3MmDHali1bks0ztWwp7TasaZoWEBCgNWzYUHN2dtbc3Ny0Tp06aadOnUoyzbPdhp/flTu13Zmfl5nX+UyHDh00QNu1a1ea804MSHWX7/Hjxyd5rzLyu6hpmvb48WNtxIgRWv78+TVXV1eta9eu2tmzZzVAmzRpUrrvxaxZs7SKFStq9vb2WqFChbRhw4ZpISEhKb4/zxs4cGCKu4BbIjmXlxAix3Tr1o3jx49n6TxyOe3IkSPUqFGDxYsXZ+lgS5GcbEMRQuSIW7dusX79evr37686CpGRkcnu++abb7CxsaFJkyYKElkm2YYihDCqy5cvExQUxE8//YS9vX2a27tyy5QpUzh48CDNmzfHzs6OjRs3snHjRvz9/ZXsXmyppFCEEEa1fft2XnnlFUqUKMGCBQsoXLiw6kg0aNCALVu2MHHiRMLDwylRogTjx4/n448/Vh3Nosg2FCGEEEYh21CEEEIYhRSKEEIIo5BCEUIIYRRSKEIIIYxCCkUIIYRRSKEIIYQwCikUIYQQRiGFIoQQwiikUIQQQhiFFIoQQgijkEIRQghhFFIoQgghjEIKRQghhFFIoQghhDAKKRQhhBBGIYUihBDCKKRQhBBCGIUUihBCCKOQQhFCCGEUUihCCCGMQgpFCCGEUUihCCGEMAopFCHMyKBBgzAYDMlu7dq1y/a8t23bhsFg4OHDh9kPKqySneoAQojMadeuHfPmzUtyn6Ojo6I0QvxHRihCmBlHR0cKFy6c5JYvXz4Apk+fjp+fHy4uLnh7ezN8+HDCw8MTnnv16lU6depEvnz5cHFxwdfXlw0bNnDlyhWaN28OQL58+TAYDAwaNEjFyxNmTEYoQlgQGxsbvvvuO0qVKsWlS5cYPnw477//PrNnzwZgxIgRREdHs2PHDlxcXDh16hSurq54e3uzYsUKunfvztmzZ3Fzc8PZ2VnxqxHmRgpFCDPz559/4urqmuS+MWPGMGbMGEaNGpVwX8mSJfn88895/fXXEwrl2rVrdO/eHT8/PwBKly6dMH3+/PkB8PLywsPDI2dfhLBIUihCmJnmzZszZ86cJPc9K4OAgAC++uorzpw5w6NHj3j69ClPnjwhIiKCPHnyMHLkSIYNG8bmzZtp1aoV3bt3p2rVqipehrBAsg1FCDPj4uJC2bJlk9zy58/PlStX6NixI1WrVmXFihUcPHiQ//u//wMgOjoagNdee41Lly7Rv39/jh8/Tu3atZk5c6bKlyMsiBSKEBbi4MGDxMXFMW3aNOrVq0f58uW5efNmsum8vb15/fXXWblyJaNHj2bu3LkAODg4ABAbG5uruYXlkFVeQpiZqKgobt++neQ+Ozs7ypYtS0xMDDNnzqRTp04EBQXx/fffJ5lu1KhRtG/fnvLlyxMSEkJgYCCVKlUCwMfHB4PBwJ9//kmHDh1wdnZOtq1GiDRpQgizMXDgQA1IdqtQoYKmaZo2ffp0rUiRIpqzs7PWtm1bbeHChRqghYSEaJqmaW+88YZWpkwZzdHRUfP09NT69++v3bt3L2H+EyZM0AoXLqwZDAZt4MCBCl6hMGcGTdM0lYUmhBDCMsg2FCGEEEYhhSKEEMIopFCEEEIYhRSKEEIIo5BCEUIIYRRSKEIIIYxCDmwUIpGwqDBuht3kVvgtgh8H8zj6MU+ePiHyaSSRMZFEPo3Uv0/0NYCTnROOto442TnpX9sl+trWERcHF7xcvCjsWpgirkXwdPHExiB/zwnLIoUirEZMbAzn7p/j9L3TXA65nFAct8Jv6V+H3eJxzONcyWJrsMXTxZMirkUo7Fo4oWh8PHyoUKAC5QuUp0jeIrmSRQhjkQMbhcWJehrF2ftnOXX3VJLbhQcXiImLUR0vw9wc3ShfoDyVPStTxbMKVbyq4OvlSwn3EqqjCZEiKRRh9s7eO0vQ9SCCrgWx+9/dnLt/jljNck9wmM8pH/WK16OBdwMaejekbrG6uDi4qI4lhBSKMC/RsdEcuHmAoGtBBF0PYtf1XdyNuKs6llJ2NnZULVSVht4NE0rG291bdSxhhaRQhMk7fuc4686t468Lf7H/5v6EDeEidd5u3rQt05aO5TvSukxr8tjnUR1JWAEpFGFyomOjCbwcyLpz6/jz3J9cDb2qOpJZc7JzolnJZnQs15GO5Tvi4+GjOpKwUFIowiTcfXyX9efXs+7cOjZf3Ex4dLjqSBarileVhHJp4N0Ag8GgOpKwEFIoQpmwqDBWnF7B4mOLCbwSSJwWpzqS1SnhXoKX/V5mQLUBVChYQXUcYeakUESuio2LZfPFzSw4uoC1Z9cS+TRSdSQRr26xugysNpDeVXqT3zm/6jjCDEmhiFxx8cFFfjn8CwuOLuBG2A3VcUQaHGwdeLHciwyoNoAXy72Iva296kjCTEihiBwTp8Wx6vQqZu2fxfYr29GQXzVzUzBPQfxr+vNG3TfkyH2RLikUYXTh0eH8cvgXvt37LZdCLqmOI4zAwdaBXr69eLve29QoUkN1HGGipFCE0dx4dIOZ+2byw8EfePjkoeo4Ioc0K9mMt+u9TafynWQPMZGEFIrItqO3jzJt9zR+P/G7WZ0rS2RPufzleOuFt3ilxity4KQApFBENuz9dy+fBH5CwKUA1VGEQgXzFOTDhh8you4InOycVMcRCkmhiEw7GXySj//+mDVn16iOIkxIsbzF+LTJp7xa81XsbOTKGNZICkVk2JWHVxgbOJYlx5fIQYgiVWXylWF8s/H09esrFxGzMlIoIl13wu/w+Y7P+fHQj0THRquOI8xEFa8qTGw+ka4Vu6qOInKJFIpIVVhUGJODJvPNnm9y7UqGwvK8UOwFvmn3DfWK11MdReQwKRSRouUnlzNq0yhuht1UHUVYAAMGXq3xKpNaTaJAngKq44gcIoUikrj44CIjNoxg08VNqqMIC1TAuQCTWk3i1RqvyjEsFkgKRQD6ddgn7ZzEpKBJcgErkePqFa/HnBfnUL1wddVRhBFJoQgCLgUwfP1wzj84rzqKsCK2BluG1xnO5y0+x83RTXUcYQRSKFYs+HEwIzeOZOnJpaqjCCtW2LUwc16cI3uDWQApFCv157k/eXXtqwQ/DlYdRQgABlcfzLftv8XVwVV1FJFFUihWJiImgnc2vcMPB39QHUWIZErnK82iboto4N1AdRSRBVIoVuTgzYP0W9mPs/fPqo4iRKpsDbZ82OhDxjcbL6dwMTNSKFYgTotj0s5JjN82Xs4GLMxG7aK1WdxtsVzr3oxIoVi4qw+v0n9Vf/659o/qKEJkWh77PExtPZXhdYarjiIyQArFgq07u47+q/oTGhWqOooQ2dLTtyc/d/5ZNtibOCkUC6RpGl/88wVjA8fKddyFxajsWZmVPVfKKjATJoViYcKjwxm0ehArTq9QHUUIo3NzdGN+l/l0q9RNdRSRAikUC3Ip5BJdfu/CieATqqMIkWMMGBjbdCzjmo6T84GZGCkUCxFwKYBef/TiQeQD1VGEyBX/q/Q/FnZdiIuDi+ooIp4UigX4etfXfBjwIbFarOooQuSqqoWqsrb3Wnw8fFRHEUihmLXYuFiG/jmUnw//rDqKEMoUcS3Cppc34VfIT3UUqyeFYqainkbRe0VvVp9ZrTqKEMp5OHmwtvdaGvs0Vh3FqkmhmKFHUY/o8nsXtl3ZpjqKECbDyc6JpT2W0rlCZ9VRrJYUipkJfhxMu8XtOHz7sOooQpgcW4MtczvN5ZUar6iOYpVsVAcQGXfl4RUa/dJIykSIVMRqsQxeO5jJOyerjmKVZIRiJk4Gn6TN4jbcDLupOooQZmF0/dFMbT1VjlXJRVIoZmDfjX20W9yOkCchqqMIYVYGVx/MT51/klLJJbLKy8QdvnWYtovbSpkIkQW/HPmFNza8oTqG1ZBCMWGn7p6izeI2PHzyUHUUIczW7AOzeXfzu6pjWAUpFBN18cFFWi1sxb2Ie6qjCGH2pu2extjAsapjWDwpFBN0LfQaLRe25Fb4LdVRhLAYE3dM5Kt/vlIdw6LJRnkTczv8Nk3mNeH8g/Oqowhhkb5p+w1v1XtLdQyLJCMUE3Iv4h6tFraSMhEiB43aNIofDvygOoZFkhGKiQiLCqPZgmYcunVIdRQhLJ4BA8tfWk73yt1VR7EoMkIxAbFxsfT6o5eUiRC5REOj/6r+HLh5QHUUiyKFYgJGbhzJxgsbVccQwqpEPo2k82+d+ffRv6qjWAwpFMVm7J7B7AOzVccQwirdCr9Fp9868Tj6seooFkEKRaH162H1zrOqYwhh1Y7cPkLflX2J0+JURzF7UiiKnDoFffrAjve/p2nkdGwM8qMQQpW1Z9fy/pb3Vccwe7KXlwIPHkDdunDx4n/31e67nrNV+hAWHaYumBBWbm6nubxW8zXVMcyWFEoui4uDdu1gy5bkj5VreJyIrp248fhq7gcTadsff3sY/70X0BQoB0QA24CLQCiQB6gItACc0phnOLAl/nlPAB+gA1Ag0TR/AUcAB6AVUDXRYyeBo0DfLL4mkYy9jT1bB2yVSwlnkaxnyWWff55ymQCcD/IjatY+/Nwb5G4okT439A/0oYA/UAr4DQgGwuJvbYDhQFfgArAmjflpwO9ACNAHeB3wABYC0fHTnAWOA/2B1sBa4Nm24yfAVvQCEkYTExdDnxV95Bx6WSSFkosCA+Gzz9Ke5t5VL85+/DcNXV/OnVAiYyoA5dFHDwWBluijhn+BQkCv+GnyA6XjHz8HxKYyv/vxz+0IFIuf54tADHqJANwFSsY/7gc48t8IaQtQB72EhFHdCLvBwNUDkZU3mSeFkkvu3IG+ffVVXumJjnAk6N1FNH36BQbkwkAmJw79Qz8GKJ7KNE/QC8A2lcefFY1dovts4r+/Fv99YeAmEBn/bwx6YV0FbgEvZC2+SN+G8xuYvnu66hhmR7ah5IK4OGjbFgICMv/cFwat5Hi5/kTERBg/mMicO8BPwFP00Ul39FHL8x4DP6Jv72iZyrxige/QRx+dAHtgDxAAlEFfzQUQCByLf7w5+jabH9FXq10H9qFvs+mEvl1HGI29jT07B++kbrG6qqOYDSmUXDBhAowbl/XnV2x+iIftO3M74obxQonMe4q+0T0KOAUcAgaR9IP8CbAIcEbfNpLaCAX0Ucca9KIyoK8qezYgTW2N57b4ZVSPX85w9FVr+9C37wijKulRksNDD+Ph5KE6ilmQVV45bPv29LebpOdMYE20H/dRyb22cUKJrLFD34ZSFH0DfSFgb6LHo4DF6KOXXqRdJsTPZxjwIfAu+qgkEsiXyvR30UcrzYEr6HuFuQC+6KvAojL5ekS6rjy8wmtrZTfijJJCyUFhYTBwYMa2m6TnzoWiXB67g3puPbI/M2EcGvqoBf4bmdiij0zsMzEfJ/RiuI8+aqmQyrL+BNqib5vR0LflwH/bY+RA7xyx4vQKZu+X0yNlhBRKDnrvPbhqxENKnoQ5s2f0MpoaPjHeTEXGBKCPCkLQV1E9+74q/5VJNNAFfaTwbFfixB/yM4HTib4/CVwGHgBn0HcZrgiUTWH5h9C3lTwrG+/4515H3/biib6aTeSI0ZtHc+7+OdUxTJ5sQ8khW7ZAmzY5N/8Gry/hYLFXiYqV9Ry5Yg1wCf1gREf01V2N0DegXwYWpPK8t/hvFdZ49MKpEf/9HmBX/DzzAtWAJiTd84v4x+cCr6IfD/PMNvRVbi7oG+lT2+NMGEUTnyZsG7gNg0H2vEyNFEoOePQI/Pzg2rX0p80O37Z7CG7RlbuRd3J2QUIIAL5/8XuG1pa9H1IjhZIDhgyBn37KnWUVrXQN1yGdOPfoWO4sUAgr5uboxqnhpyjmVkx1FJMk21CMbNOm3CsTgJunS3BjYhB13Tvl3kKFsFKPoh4xbP0w1TFMlhSKET1+DP7+CpYb4sr+0atpav9u7i9cCCuz7tw6lp5YqjqGSZJCMaIvvsj57Sap0eJs2P7xVBrd/xl7m8zssyqEyKyRf43kQeQD1TFMjmxDMZLz56FKFYiOTn/anFaty3au1+/Ogyf3VUcRwmINqDaABV1T273POkmhGEmHDrBxo+oU/ylR7SJ2AzpyKeyM6ihCWKwdg3bItVMSkVVeRrB2rWmVCcC1o2W4N2U3Nd1bq44ihMUavXm0nOY+ESmUbHryBN5+W3WKlD2648HR9zfQxGmE6ihCWKT9N/fz24nfVMcwGVIo2TRlCly6pDpF6mJj7Njx4SyahM3C1pDe2QqFEJk1ZusYnjx9ojqGSZBCyYZbt2DyZNUpMmbHtBFUO7EBNwd31VGEsChXQ6/y7Z5vVccwCbJRPhuGD4c5c1SnyJxSdc4Q26sj18Ivqo4ihMVwc3TjwpsX8HTxVB1FKRmhZNHly7l7RLyxXN5fkbAZe6nm3lR1FCEsxqOoR4zfNl51DOWkULJo3DiIiVGdImtCbhTg5IdbaOQyWHUUISzGj4d+5Mw9695NXwolC06dgiVLVKfInqdR9ux872eaRk3FxiC/BkJk19O4p4zZOkZ1DKXkkyQLPvnEOFdhNAXbv3qXWudX42rvqjqKEGZv9ZnVnAw+qTqGMlIomXTgAKxapTqFce1f3IkiG4Mo5lJCdRQhzJqGxlc7v1IdQxnZyyuTOnaE9etVp8gZBUveofBbXTkRukd1FCHMlq3BlvNvnqdUvlKqo+Q6GaFkwqlTsGGD6hQ5596VQpz/JJAGefuqjiKE2YrVYpkcZCYHqBmZFEomfP01WPp4LuqxE7tGL6Fp3AQMyLWzhciK+UfmcyvsluoYuU4KJYNu3TL/PbsyY/uET3nh+lKc7ZxVRxHC7ETFRjF993TVMXKdFEoGffedaVzrJDft+fklSgbuoHCeoqqjCGF2vj/4PSGRIapj5CoplAwID4fvv1edQo3TW2vD3H1UdK+pOooQZiU8Opzv9n6nOkaukkLJgLlz4eFD1SnUuX2+GFfH/cMLbv9THUUIs/J/+/+P6FjrWbUhhZKOuDj4Vk4kSuSjPOwd/QdNbaz7SGAhMuNuxF3+OPWH6hi5RgolHX/9BVevqk5hIjQD28d+QcM7C3G0dVSdRgizMOeAmZ2SPBukUNJhjmcUzmlBc/pTfvdWCjpb96m6hciIndd2ciL4hOoYuUIKJQ137sC6dapTmKbjGxriuGgfZd2qqI4ihEkrm9eHW5tXqI6RK6RQ0jB/Pjx9qjqF6bpxoiS3P99FbfcOqqMIYVIcbB3ombceAceqc+7dq7R+8xt4YvmXCZZzeaWhfHk4f151CtNnYxdLownvsiP6G9VRhFCqXN6SDLlXgkGLT+J5/X7SB5csgb6WfVojKZRUbNsGzZurTmFeGo/6kT353yAmzkyvPCZEFjjYOvC/PLXw/yeCZmuOYkjtE7VlSwgIyNVsuU0KJRUvv2xdp1oxlurdArn6Qg9CnjxQHUWIHFU+b0n87/owcPFxCv6bgd93g0G/driPT86HU0QKJQUREeDpqf8rMs+n5nls+nXicthZ1VGEMCpHW0f+51wzYTSSaePGwfjxRs9lKqRQUrB8OfTsqTqFeXMr9JAyH/bgcOhW1VGEyLaKeUszJLg4Axcfp8CNbJyfq1Il/ToYFkoKJQU9e+qlIrLH1v4pDT5/k38irfREaMKsOdk50d2pJv7bw2my7pjxZnz2rL7HjwWSQnlOZKS+uuvxY9VJLEeT974jyPUdYrVY1VGESFclt9L43y7OgEXHyH/rofEXMGUKvPee8edrAqRQnrNiBfTooTqF5anV6y/OV+vFo+hHqqMIkYyTnRM9nGoyNDCMRuuP5+zCGjSAoKCcXYYiUijP6d0bli5VncIylal3iugeHbkefll1FCEA8HUry5BbRRmw6Cj5bofmzkJtbPQr9nl55c7ycpEUSiKyuivn5S9+j+Kju3EsdKfqKMJKOds585JjTfwDQ2m4QdE5tubOhddeU7PsHCSFksjq1dCtm+oUls/eKZq6E/0JerxAdRRhRaq4lcX/ZhH6LzqKxx3Fq147drTIEwVKoSQyZIicXTg3NR0zmX8cxxCnxamOIixUHvs89HSogf/Wh9T/66TqOP9xcoJ798DFRXUSo5JCSaRECbh+XXUK61J3wBpOVujH4xhZzyiMp6pbeYbcKET/hUdxv2uiO4L88Qd07646hVFJocQ7eRKqyJnYlSjf9AjhHTtz87G0uci6PPZ56OVQA/+AEOptMoODB/v3h4ULVacwKimUeDNmwDvvqE5hvTxL3cZrZBdOhu5THUWYmWpu5fH/txAvLzyC270w1XEyLn9+/aJLdnaqkxiNFEq8Dh1g40bVKaybo8sTak4YxO4w2W9bpM3F3oXe9jXw33yfugGnVcfJuv37oXZt1SmMRgoFiImBfPlkd2FT0XTcZ2w3jFcdQ5igGu4V8b/mSb8Fh8n7IFx1nOz79lsYOVJ1CqORQgF27oTGjVWnEInVf20ph0sO4slTy7/KnUibq70rve2rM3TTfWpvNePRSEp69YLff1edwmgsZ+VdNmzbpjqBeN7un3pRuXUp7rXuQnDEbdVxhAI13Svif7UgfRceIe8DCz0Qdtcu1QmMSkYoQKdO8OefqlOIlBSpeB23oZ05G3pEdRSRC/I65KWPbXX8/7pLrcAzquPkjuvXoXhx1SmMQgoF/ZQ6d++qTiFSk8fjMVXG9mPfozWqo4gcUtu9Ev5XCtBn4WFcQ6xsY+bSpRZzASYb1QFUu3xZysTURTx0Yf+7K2lq+77qKMKI3BzceN25MYe2VWD/26cZ8u1O6ysTsKjVXla/DWXvXtUJREZocTZs/3QyDUdUZn9hf6Jjo1VHEllUx70y/pfz02fhIVwe/qM6jnpSKJZDCsW8BP3fQPxeLMPNxt24/+Se6jgig9wc3OhnUw3/jXeovt0MjmLPTYcPQ0QE5MmjOkm2Wf02lIYNLeoPBKtR3O8yjq905OIj+XAyZS+4++J/0YPeCw+R51Gk6jima9s2aNpUdYpss+pCiYkBNzd4Ioc6mKW8BR9R4eNeHAj9S3UUkYi7gxsvG6rhv/42VXeeVx3HPHz5JXz0keoU2WbVG+XPnJEyMWdh99w49N6fNHG0nCONzVl99yrMu9uQm5NimPXRP1ImmXH4sOoERmHV21BOW9hBt9Yo7qktOz76lsZvV2J3vjd5GvdUdSSr4uHozstUw//PW/gFKbr6oSU4bxnlK4UiLMI/M16nRveyXKr9EqFRD1XHsXgN3P3wP+9Gz0UHcQ7boTqO+ZNCMX9SKJbl8IpWlLq6B48+HbkadkF1HIuTz9GD/lpV/NfdwHf3cdVxLMvjx3DjBhQrpjpJtlh1oZyxkjM7WJPLByrgcWMv1d/vwZHQQNVxLEIj96r4n3PlpYUHcXoso5Ecc/682ReK1e7lFRenX85ZNspbJjvHGOpPHME/EXNVRzFL+Z3yMSDOD//V/1Jp3yXVcazDDz+Av7/qFNlitSOUK1ekTCzZ0yh7/nn/R5p8UJmdeUYTp8WpjmQWGrtXxf+sKz0WyWgk1507pzpBtlltocjqLuuwY/Ioavcpz1m/3oRFm9HlYXNRAaf8DIitgv/q61Tcf0x1HOtlARvmrbZQLsko3moc+K0DZa/uwv1/nfg3/IrqOCajqXs1/E/nofvigzhGyGhEORmhmK+bN1UnELnpwq4qFLi+D793unI81HrPtVPQqQADn/oyZPV1Khw4qjqOSOzSJYiNBVtb1UmyzGqPlL9xQ3UCkdvuX/fk7Md/09D1ZdVRcl1z9+r8dqM+N8Y/4utPdlDhwGXVkcTzoqPh6lXVKbLFakcoUijWKTrCkaB3F9H0k0rssPsEDcvdydHTuSADYyrjv/Iq5Q4dUR1HZMSlS1C6tOoUWWa1hSKrvKzb9s/H8MKgihwv15+ImAjVcYzGgIHm7tXxP+lIt8UHcXgi20bMyv37qhNki9UWioxQxN75/6Ni85I8bN+Z2xHm/Qvh5VyQQdG+DFlxmbJHLONEg1bpwQPVCbLFKgvl8WN49Eh1CmEKzgTWpND1fVQa0YXToQdUx8kUAwZaulfH/7gjXZccwD5qu+pIIrtCQlQnyBarLBRZ3SUSu3OhKKFjd1Dvs4HsebRcdZx0FXL25JWoygz54xKlj8loxKLICMX8mPlqSpEDnoQ5s2f0UpqOq8h2JqqOk4wBA63da+B/1J7Ovx2U0YilkhGK+QmTA6ZFSjQD28dPoMHQihzyfpUnT9Wfm6dwHi8GP6nEa8svUur4IdVxRE6TEYr5CQ9XnUCYsl0/9MW3bWmCW3TlbuSdXF++jcGG1m418D9qS+clB7GLkdGI1ZARivmREYpIz8lN9Sh6bR/lh3Ti3KPcOb9VkTyFGBxZkdeWX6DkiYO5skxhYmSEYn6kUERG3DxdApeJQdQd25d9oetyZBk2BhvautXE/7ANHX+T0YjVk0IxP7LKS2TU4xBX9o9eTdOJH7A95mujzbdYnsIMjqjAa7+fp8Rp89pdWeQgWeVlfmSEIjJDi7Nh+8dTafRmJfZ6vk5MXEyW5mNjsKG9Wy38D8KLvx/E9ultIycVZi8iQj+nl4OD6iRZYpWFIiMUkRU7Zw6mWpcyXK/fnQdPMr7veXGXIgx+XJ7XfjuH95n9OZhQWISYGCkUc/L0qeoEwlwdXdOUElf24jGwE5cenU51OluDLe3z1sT/IHRYehDbp7dyMaUwa2Z8+nqrLBSDQXUCYc6uHS2D21e7qTWmJwdDNyd5zNulKK+GlePV389S/JyMRkQW2JjvVUWkUITIgkd33Tn83gaafP4WQVHf82LeWvjvj6P90oPYxMm5fUQ2SKGYFykUYQxxT205O3ESt7w34Hlmn+o4wlKY8Sov863CbJBCEcaytvYEPM/I1Q+FEZnxB5QUihBZ9GLp09TZ9Y3qGMKSmPHqLpBCESLLFrq/iSEma8ekCJEiM17dBVZaKGb+R4AwAdPqLSf/4a2qYwhLY+YfTuadPoucnVUnEObMM89jRl59R3UMYYmkUMyPu7vqBMKcranzOXa3/lUdQ1giWeVlfqRQRFa1KXmOerunq44hLJWjo+oE2SKFIkQmLCnwJoboaNUxhKXy8lKdIFusslA8PFQnEOZo8gsrKXhwc/oTCpFVUijmx/RHKF8BdYC8gBfQFTib6PErgCGV2/I05jsohenbJXo8CugPuAHlgYDnnj8VeDPTr8YSFHCO4J1/31YdQ1g6My8Uqzz1iukXynZgBHqpPAXGAG2AU4AL4A08f/baH9E/8NunM+92wLxE3ydeZ/sjcBDYDWwE+gJ30IvnMjAXsM6LQa2u+yV226+pjiEsnRSK+TH9Qvnrue/no49UDgJNAFug8HPTrAJ6Aq7pzNsxhec+cxroDPgCpYH3gHuAJzAMmIw+erEuLUpcoOEe412tUYhUFSqkOkG2WOUqL09Pc9vdOzT+3/ypPH4QOAK8moF5bUMvpwroJZH4QlHVgJ1AJLAJKAIUBJYATkC3zMW2EL95jcQQFaU6hrAGZj5CMauPVWOxs4MiRVSnyKg4YBTQEKiSyjQ/A5WABunMqx2wENiKPtrYjr6KLDb+8cHopVIZ+AJYBoQAY4GZwCdAWaAtcCMrL8bsfFF3DV4HNqqOIayFmReKQdM0TXUIFerXhz17VKfIiGHo2zN2AsVTeDwSfSTxKTA6k/O+BJRB3/jeMpVpXgGqA6XQt+XsBaYAJ4AVmVyeecnnFMmdgpWx//eK6ijCWgQFQYP0/jA0XVY5QgHw9ladICPeAP4EAkm5TAD+ACKAAVmYf2n0VVoXUnk8EDgZn2Mb0AF9p4Ce8d9btlUvTJIyEbnLzEcoVrlRHky9UDT03XNXoX9wl0pj2p/RN6R7ZmE5/6JvQ0lp/d8T9D3NlqDvBBAbnwsghv9Wk1mm5iUu0mTvFNUxhLUx80KREYpJGgEsBn5FPxbldvwt8rnpLgA7gNdSmU9F9FICCEffa2sP+nEsW4Eu/LdN5HkT0UckNeK/bwisBI4Bs+K/t1y/FXoLw5MnqmMIa+LkBG7mvReljFBM0pz4f5s9d/889IMTn/kFfVVYm1Tmc5b/9hCzRS+DBcBDoGj88yaS9FgU0LePLEPfc+yZHuijpcboe4j9mu6rMFcT6qyj0P71qmMIa1OunOoE2Wa1G+X374e6dVWnEKbG3fEJd70qY39dLusrclnv3vDbb6pTZIvJr/IaNGgQXbt2Nfp8y5Y1+iyFBVhVb7KUiVCjcmXVCbItU4UyaNAgDAYDkyZNSnL/6tWrMWTzurpXrlzBYDBw5MiRbM0no/LlM/uDUoWRNS5+mWZ7J6U/oRA5wddXdYJsy/QIxcnJicmTJxMSEmK0ENGKTgdesaKSxQoTtbToKNkQL9SxxkJp1aoVhQsX5quvvkp1mhUrVuDr64ujoyMlS5Zk2rRpSR4vWbIkEydOZMCAAbi5ueHv70+pUvqusTVq1MBgMNCsWbMkz/n6668pUqQIBQoUYMSIEcTExGQ2ejKVKmV7FsJCjK29gSL71qqOIayVg4NFrIfPdKHY2try5ZdfMnPmTP79N/llUA8ePEjPnj3p3bs3x48fZ/z48Xz66afMnz8/yXRff/011apV4/Dhw3z66afs27cPgICAAG7dusXKlSsTpg0MDOTixYsEBgayYMEC5s+fn2x+WVEltTOZCKuS1yGKT4JHqo4hrFmFCmZ/+V8AtEwYOHCg1qVLF03TNK1evXra4MGDNU3TtFWrVmnPZtW3b1+tdevWSZ733nvvaZUrV0743sfHR+vatWuSaS5fvqwB2uHDh5Mt08fHR3v69GnCfS+99JLWq1evzERP0Y4dmgZys/bblqYT1YeQm3XfjPB5ZgqyvJfX5MmTWbBgAadPn05y/+nTp2nYMOlBbw0bNuT8+fPExv53dHXt2rUzvCxfX19sE7V3kSJFCA4OzmLy//j5ZXsWwsw1KHaVlvu+VB1DWDsL2H4C2dhtuEmTJrRt25aPPvooS893cXHJ8LT29vZJvjcYDMTFxWVpuYl5eECJEtmejTBjy4u/jSHy+TMQCJHLLGCXYcjmkfKTJk2ievXqVKhQIeG+SpUqERQUlGS6oKAgypcvn2SU8TwHBweAJKOY3FC3LlyTC/FZpTG1NlF07yrVMYSQEQqAn58f/fr147vvvku4b/To0WzdupWJEydy7tw5FixYwKxZs3j33XfTnJeXlxfOzs789ddf3Llzh9DQ0DSnN5b69XNlMcLEuNhHM+7+m6pjCAGurhZx2hUwwpHyEyZMSLL6qWbNmixbtozff/+dKlWqMHbsWCZMmMCgQYPSnI+dnR3fffcdP/zwA0WLFqVLly7ZjZYhZnzpAZENKxpMw+HKedUxhIB69SxjDy+s+Fxez0RH6yf4lCu8Wo+6Ra6zJ7QihogI1VGEgPHjYdw41SmMwuTP5ZXTHBygVi3VKURuWuHzjpSJMB0NLedSEFZfKCDbUazJezUCKL7nD9UxhNDZ2emrvCyEFAqyHcVaONvFMDFUNsQLE1Ktmr5R3kJIoWBRI06Rhj8azsDx0hnVMYT4T4sWqhMYlRQK+mnsq1ZVnULkpFqFb9D+4ETVMYRIqmVL1QmMSgolXvv2qhOInLSy1GgM4eGqYwjxHwcHaNxYdQqjkkKJ166d6gQip7xT/W9K7F6qOoYQSdWrB3nyqE5hVFIo8Ro2hLx5VacQxuZsF8MXYbIhXpggC1vdBVIoCeztLfLna/WWNvwOp4unVMcQIrm2bVUnMDoplERktZdlqeZ1i46HPlMdQ4jkvL31M9NaGCmURKRQLMvqsu9iCAtTHUOI5Hr0AINBdQqjk0JJxMdHdh+2FCOrbafkrl9VxxAiZS+9pDpBjpBCeU6vXqoTiOxytH3K5MdvqI4hRMqKF7eo060kJoXyHCkU8/dbw1k4XTihOoYQKbPQ1V0gp69PUZ06cOCA6hQiK/w8b3M0qgKGR49URxEiZUFBFnsCQRmhpEBGKeZrVfn3pUyE6Spe3KJPby6FkoJevSx2RGrRhvntpEzQItUxhEidBa/uAimUFHl7W/QfERbJ3iaWaVEjVMcQIm0WunfXM1IoqejTR3UCkRm/NpqN87ljqmMIkToLX90FUiip6tsXnJxUpxAZUblgMN2PfKo6hhBp693bold3gRRKqvLn11d3CtO3psL7GB6Fqo4hROpsbGDYMNUpcpwUShqGDlWdQKTHv8ouyuxaqDqGEGlr3x5Kl1adIsdJoaShUSOoXFl1CpEae5tYZsSMwCCHUglT94Z1nLlBCiUdMkoxXYsbfU+es0dUxxAibeXKWeSp6lMiR8qn4+FDKFoUIiNVJxGJVSxwl5NPy2MT+lB1FCHSNmMGjBqlOkWukBFKOjw8oGdP1SnE89ZU+lDKRJg+Fxd45RXVKXKNFEoGjBypOoFI7FXfPZQLmqc6hhDp69cP3N1Vp8g1ssorg1q3hoAA1SmErSGO0Ip1cTl9UHUUIdJ37Bj4+alOkWtkhJJBH3ygOoEAWNjoRykTYR6aNLGqMgEZoWRK7dpwUD7LlCmb7z5nKY9NyAPVUYRI37JlFn/urufJCCUTZJSi1toqH0mZZNAcoCrgFn+rD2xM9PhFoBvgGf94T+BOBuZ7A3gZKAA4A35A4ksHfQ14xd+mPffcvUAt4GnmXop5qlQJundXnSLXyQglE+LioGJFOH9edRLrM6DSfuafrYchLk51FLOwDrAFygEasACYChwGSqKXTTXgs/jpPwVuAntI/a/MEKAG0BwYhl5G54Ey8bdjQD3gz/hldgT2oZfOU6AO8GP8vxZv6VKr3D1UCiWT5s4Ff3/VKayLrSGOh5Xq4Xpqv+ooZi0/eql4A+3RC8It/rFQIB+wGWiVyvM/BIKAf1J5fBkwHb2UAF4A3gVeAr4CbgPfZusVmIlq1eDwYYs/EWRKZJVXJg0YoJ+FWuSeXxr9LGWSDbHA78Bj9FVfUYABcEw0jRP6h8HONOazFqiNXhBe6KOVuYke9wPOAdeAq/FfV0FfvTYP+Dz7L8U8TJxolWUCUiiZ5ugI48erTmE9Sns84OWTH6mOYZaOA67oxfE6sAqojL5aygX4AIhAL5p30YvnVhrzu4S+baYcsAl9tddI9NVpAJWAL4HWQBv0UUklYCgwJf45VdCLaIdxXqLpeeEF6NRJdQplZJVXFsTG6nsDnj6tOonlO9F4GL7/fK86hlmKRh8thAJ/AD8B29FLZTN6IVxG/6uyD3AKqIteGilxQB+h7Ep030hgP7A7lecsAFYD3wMV4qf9F+gXv2zHVJ5ntjZv1g9as1IyQskCW1v44gvVKSxfv4oHqRz0o+oYZssBKIu+Z9VX6Bvhn23DaIO+KioYuAcsQt+DK60TrBdBL6PEKqGXVkruoW/0n4m+h1d59NFNcyAGfZWYRWna1KrLBKRQsqxbN4u/mqdSBjTm2L0he3UZURz69pPECgIewN/o5dI5jec3BM4+d985wCeV6d+OvxVHX50Wk+ixp/H3WZSJE1UnUE4KJRsmTVKdwHL93GgeeU/sSX9CkaKP0LdTXEHflvIRsA19VRPoG8n3oI9SFqNvaH8bfbXUMy2BWYm+fzv+OV8CF4Bf0XcDHpHC8regl82zx+oAZ9CPhfkRfZfmCik8z2y1aQONG6tOoZ4msqVDB00DuRnzVtL9gRZb0FN9EDO+DQbNBzQH0DxBawna5kSPfwBaIdDsQSsH2jTQ4p6bhw9o4567bx1oVUBzBK0iaD+msOwI0MqDdvi5++fGL7MEaH+awHtk1Nu+fao/ikyCbJTPpuPHoUYNfUO9MI6jTd6g6o7/Ux1DiIzp2xeWLFGdwiTIKq9s8vOzmqt75oqe5Y/gFyR7dQkz4eEB06erTmEypFCMYMIEKFJEdQrzZ0BjruMIDDLcE+biq6+gUCHVKUyGFIoRuLnBtOfPhCcy7YeGC3E7viv9CYUwBfXqwdChqlOYFNmGYkQtW8Lff6tOYZ683UK54lAem3vBqqMIkT47OzhwQD9vl0ggIxQjmjUL7O1VpzBPa6uPlTIR5mPkSCmTFMgIxcg+/BAmT1adwrx0L3eM5ZdqyrYTYR68veHUKXB1VZ3E5EihGFlEhL7n16VLqpOYj4dVm+B+LLWTogthYlatgq5dVacwSbLKy8jy5IFffrHas1dn2uwGi6VMhPno3FnKJA0yQskhI0fCzJmqU5i2YnkfcdW5ArbBt1VHESJ9Li76qq4SJVQnMVkyQskhkyZB2bKqU5i2NTXHS5kI8zFzppRJOmSEkoP27IFGjeS0LCnpWvYEK6/UwPD0qeooQqRPTq+SITJCyUH16sFHcrHBFM1zeUPKRJiHMmXgezkdUEZIoeSwceOgdm3VKUzLd/V/w+PodtUxhEifvT389hvkzas6iVmQVV654NIlqFULHj5UnUS9Iq5hXHetiO3tm6qjCJG+qVPh3XdVpzAbMkLJBaVLw/z5qlOYhjW1JkiZCPPQrh2MHq06hVmREUoueu89+Ppr1SnU6VTmFGuuVccQE5P+xEKoVLgwHD0KXl6qk5gVKZRc9PQptGgB/1jpcXwPqrcg35FA1TGESJvBAJs3Q6tWqpOYHVnllYvs7GDpUuu8fMI39ZdKmQjz8MEHUiZZJCMUBf7+G9q0sZ7jUwq5hHMjb0Vsb99QHUWItLVpA+vX63/9iUyTEYoCLVroR9JbizW1J0qZCNNXpQosXy5lkg0yQlHI3x/mzlWdIme1L3WG9f9WlQ3xwrQVLgx798qpVbJJRigKzZ4NrVurTpGzFuV7U8pEmLY8eWDtWikTI5BCUcjOTh9h+/qqTpIzvq73BwUOBaiOIUTqbGxg8WKoU0d1Eosgq7xMwJUr+nm/7txRncR4PPM85qZHJexuXlcdRYjUyZHwRiUjFBNQsqQ+4nZ2Vp3EeFbX+ULKRJi2oUOlTIxMRigmZPVqeOkl/QBIc9am5Dn+uumHITpadRQhUta2Lfz5p+zRZWQyQjEhXbvq5/yyMfOfypICI6VMhOny84Nly6RMcoCZf3RZnn79YM4c1SmybtILqyh4cJPqGEKkzNcXAgLAzU11Eoskq7xM1IwZ8M47qlNkTj6nSIILVMLuxlXVUYRIztcXAgPB01N1EoslIxQT9fbb8NlnqlNkzpoXvpQyEaapShUpk1wgIxQT98EHMGWK6hTpa1HiAgF3qmCIilIdRYik/Pxg61Ypk1wgIxQTN3kyvP++6hTp+83rLSkTYXr8/PSzsUqZ5AopFDMweTJ8+aXqFKn7vO5avA5sUB1DiKSqVtXLpGBB1UmshqzyMiP/93/w5ptgSj8xd8cn3PWqjP31y6qjCPGfqlX11VxSJrlKRihmZMQIWLAAbG1VJ/nP6nqTpEyEaalWTUYmisgIxQytXg29e4PqTRZNvS8ReNcXw5MnaoMI8Uzz5rByJXh4qE5ilWSEYoa6dtXPGqH62Kzfi4ySMhGmo18/+OsvKROFpFDMVKtWEBSkn1hShXG111N43zo1CxfieWPG6Kehd3BQncSqySovMxccrI9Ydu/OvWXmdYjifmFf7K9dzL2FCpESOzv9SnVDhqhOIpARitnz8tK3P/bpk3vLXFV/ipSJUC9/fti0ScrEhMgIxYJMmADjx+fsbsUNi13hnweVMURG5txChEhPxYqwbh2ULas6iUhERigWZOxY+O03/RLZOWVZ8belTIRabdvCnj1SJiZICsXC9OoFe/fqf8AZ28e1/qLo3tXGn7EQGWEwwHvvwfr14O6uOo1IgazyslDh4foVTn/91Tjzc7GP5kGxKjhcOW+cGQqRGYUKwcKF0KaN6iQiDTJCsVCurrBkCXz/PTg5ZX9+Kxt8LWUi1GjXDo4dM/sy2bZtGwaDgYcPH6qOkmOkUCzc0KH6LsXZWd1cr+g1Wu//wnihhMgIBweYNg02bNB3ZzSSu3fvMmzYMEqUKIGjoyOFCxembdu2BAUFGW0ZzZo1Y9SoUUabn7mQiypbgerV4eBBGDYsa6vAlpd4B8PNCKPnEiJV5cvre5jUrGn0WXfv3p3o6GgWLFhA6dKluXPnDlu3buX+/ftGX5bV0YRVWb5c0zw9NU3fuTj92wc1N2d8YrnJzRi3QYM0LTw8R37/Q0JCNEDbtm1bqtNcvXpV69y5s+bi4qLlzZtXe+mll7Tbt28nPD5w4ECtS5cuSZ7z1ltvaU2bNk14HEhyu3z5shYYGKgBWkBAgFarVi3N2dlZq1+/vnbmzJmceKlKyCovK9OjB5w8Cd27pz+ti300n4W8mfOhhAD95HS//grz5oGLS44swtXVFVdXV1avXk1UCmdXjYuLo0uXLjx48IDt27ezZcsWLl26RK9evTK8jG+//Zb69eszZMgQbt26xa1bt/D29k54/OOPP2batGkcOHAAOzs7Bg8ebJTXZgqkUKyQpyf88Yf+fzd//tSnW95gBo6Xz+ZeMGG9XnwRjh7N8VM+2NnZMX/+fBYsWICHhwcNGzZkzJgxHDt2DICtW7dy/Phxfv31V2rVqsULL7zAwoUL2b59O/v378/QMtzd3XFwcCBPnjwULlyYwoULY5vomhNffPEFTZs2pXLlynz44Yfs2rWLJxZyklUpFCvWp48+WunUKfljtQv/S7sDE3M/lLAu3t766eb//DPXznTavXt3bt68ydq1a2nXrh3btm2jZs2azJ8/n9OnT+Pt7Z1kRFG5cmU8PDw4ffq0UZZftWrVhK+LFCkCQHBwsFHmrZoUipUrXBjWroWlS6Fo0f/uX1nyHQyPH6sLJiybnZ1+kOLp09CtW64v3snJidatW/Ppp5+ya9cuBg0axLhx4zL0XBsbGzRNS3JfTExMhpdtb2+f8LXBYAD0VW2WQApFANCzJ5w5A6NGwQe1t+K9Z7nqSMJSNWoEhw/DlCk5tq0ksypXrszjx4+pVKkS169f5/r16wmPnTp1iocPH1K5cmUAPD09uXXrVpLnHzlyJMn3Dg4OxMbG5nhuUyOFIhLkzQszZsCX84roV74TwpgKFtQ3uO/YAVWqKIlw//59WrRoweLFizl27BiXL19m+fLlTJkyhS5dutCqVSv8/Pzo168fhw4dYt++fQwYMICmTZtSu3ZtAFq0aMGBAwdYuHAh58+fZ9y4cZw4cSLJckqWLMnevXu5cuUK9+7ds5gRSLpU72YmTNgff2hayZLqdyOVm3nfDAZNGzJE0+7fV/0brT158kT78MMPtZo1a2ru7u5anjx5tAoVKmiffPKJFhERoWla+rsNa5qmjR07VitUqJDm7u6uvf3229obb7yRsNuwpmna2bNntXr16mnOzs4aJN1tOCQkJGG6w4cPJzxuCeRcXiJtT57A11/DV19BhBzcKDKpTRv4/HOoU0d1EpELpFBExty+DVOn6icHk2IR6WneXL9AT6NGqpOIXCSFIjInOFgvltmzpVhEcg0bwsSJsg3OSkmhiKy5e1dfFfZ//weye7GoW1cvEjM/I7DIHikUkT337ulnhJ01S78Ii7AuNWvCZ59Bx46qkwgTIIUijOP+fX2f4+++g7Aw1WlETmvaVD9oqUsX/UqKQiCFIowtJAQWLIAfftCPlBSWI29e6N8fhg8HX1/VaYQJkkIROWfHDr1YVqyAFM7sKsxE5cowYoReJnnzqk4jTJgUish59+7B/Pnw449wXi4jbBbs7PRzbA0fDs2aqU4jzIQUisg9mgaBgfqoZdUqyMQJ9UQuKV4cXn0V/P2Tni1UiAyQQhFqBAfDokX6qcv37AFrOdeRKfLx0a+41qMH1KsnG9lFlkmhCPVu39bPob9qFfz9N0RHq05k+cqU+a9E5LQowkikUIRpefQINmyA1av1f2UXZOMpX14vkB49oEYN1WmEBZJCEaYrOhq2btVHLn/+Cc9dg0KkI29eaNBAP2akY0fw81OdSFg4KRRhPi5dgqAg2LlT//fUKX1Dv9DlyweNG0OTJnqJ1KgBia5lLkROk0IR5iskBHbv/q9g9u+HyEjVqXKPl5deHs8KxM9PNqgLpaRQhOWIiYGDB/W9xk6fhrNn9dvt26qTZY+LC1SqpB9g+OxfX199w7oQJkQKRVi+R4/g3Ln/CubZ1+fOmdYp+D089MJ4VhrPbiVKyMhDmAUpFGG9NA1u3NA39t+/Dw8e6P8m/vr5+57tdWZjo3/IGwxpf503L+TPn/RWoAAULgxFiiT919VV7fshRDZJoQghhDAKG9UBhBBCWAYpFCGEEEYhhSKEEMIopFCEEEIYhRSKEEIIo5BCEUIIYRRSKEIIIYxCCkUIIYRRSKEIIYQwCikUIYQQRiGFIoQQwiikUIQQQhiFFIoQQgijkEIRQghhFFIoQgghjEIKRQghhFFIoQghhDAKKRQhhBBGIYUihBDCKKRQhBBCGIUUihBCCKOQQhFCCGEUUihCCCGMQgpFCCGEUUihCCGEMAopFCGEEEYhhSKEEMIopFCEEEIYhRSKEEIIo5BCEUIIYRRSKEIIIYxCCkUIIYRRSKEIIYQwCikUIYQQRiGFIoQQwiikUIQQQhiFFIoQQgijkEIRQghhFFIoQgghjEIKRQghhFFIoQghhDAKKRQhhBBGIYUihBDCKKRQhBBCGIUUihBCCKOQQhFCCGEU/w8YFW5KKaBRCAAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "total_sales = [sum(north), sum(south), sum(east)]\n",
    "regions = ['North', 'South', 'East']\n",
    "\n",
    "plt.pie(total_sales, labels=regions, autopct='%1.1f%%', startangle=140, colors=['blue', 'red', 'green'])\n",
    "plt.title('Total Sales Distribution by Region')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "zk8lDo6dyi05"
   },
   "source": [
    "Average Salary excersie"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 938
    },
    "id": "9y7_o7Z0uLnY",
    "outputId": "653a2a2f-6888-4d49-fb2d-5eecbebb407e",
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "             Department           mean    median\n",
      "0         Admin Offices   71791.888889   63003.0\n",
      "1      Executive Office  250000.000000  250000.0\n",
      "2                 IT/IS   97064.640000   92328.5\n",
      "3     Production          59953.545455   59472.0\n",
      "4                 Sales   69061.258065   65310.0\n",
      "5  Software Engineering   94989.454545   95660.0\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/tmp/ipykernel_5137/2836705289.py:14: FutureWarning: \n",
      "\n",
      "Passing `palette` without assigning `hue` is deprecated and will be removed in v0.14.0. Assign the `x` variable to `hue` and set `legend=False` for the same effect.\n",
      "\n",
      "  sns.barplot(x='Department', y='mean', data=summary, palette='viridis')\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import pandas as pd\n",
    "import seaborn as sns\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "# Load the dataset\n",
    "data_s = pd.read_csv('HR_dataset.csv')\n",
    "\n",
    "# Group by Department and calculate mean and median salary\n",
    "summary = data_s.groupby('Department')['Salary'].agg(['mean', 'median']).reset_index()\n",
    "print(summary)\n",
    "\n",
    "# Create a bar plot for the average salary by department\n",
    "plt.figure(figsize=(10, 6))\n",
    "sns.barplot(x='Department', y='mean', data=summary, palette='viridis')\n",
    "\n",
    "# Adding labels and title\n",
    "plt.xlabel('Department')\n",
    "plt.ylabel('Average Salary')\n",
    "plt.title('Average Salary by Department')\n",
    "plt.xticks(rotation=45)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "Jz63eHhW0FO1"
   },
   "source": [
    "Purchase amount from online store"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 564
    },
    "id": "KdMV552X0Bqq",
    "outputId": "73b3debd-f66c-4d3b-8c62-01bde62c9c38",
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "# Load the dataset\n",
    "data_no_outliers = pd.read_csv('Ecommerce_no_outliers.csv')\n",
    "\n",
    "# Create a histogram of Purchase Amounts\n",
    "plt.figure(figsize=(8, 6))\n",
    "plt.hist(data_no_outliers['Yearly Amount Spent'], bins=20, color='skyblue', edgecolor='black')\n",
    "\n",
    "# Adding labels and title\n",
    "plt.xlabel('Yearly Amount Spent')\n",
    "plt.ylabel('Frequency')\n",
    "plt.title('Distribution of Purchase Amounts')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 564
    },
    "id": "IVtVc6Vy0g-2",
    "outputId": "8b073d36-ac2a-4b45-dc1c-16b278d8a180",
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "# Load the dataset\n",
    "data = pd.read_csv('Ecommerce.csv')\n",
    "\n",
    "# Create a histogram of Purchase Amounts\n",
    "plt.figure(figsize=(8, 6))\n",
    "plt.hist(data['Yearly Amount Spent'], bins=20, color='skyblue', edgecolor='black')\n",
    "\n",
    "# Adding labels and title\n",
    "plt.xlabel('Yearly Amount Spent')\n",
    "plt.ylabel('Frequency')\n",
    "plt.title('Distribution of Purchase Amounts')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "JHEuIpfGt3XL"
   },
   "source": [
    "Car Price vs Engine Size"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 564
    },
    "id": "PhY-cg1E3htk",
    "outputId": "c3856c51-4278-4474-a671-646fab984444",
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "# Load the dataset\n",
    "data_car = pd.read_csv('CarPrice.csv')\n",
    "\n",
    "# Create a scatter plot\n",
    "plt.figure(figsize=(10, 6))\n",
    "plt.scatter(data_car['Engine Size'], data_car['price'], color='green', label='Car Price')\n",
    "\n",
    "# Adding labels, title, and legend\n",
    "plt.xlabel('Engine Size')\n",
    "plt.ylabel('Car Price')\n",
    "plt.title('Car Price vs. Engine Size')\n",
    "plt.legend()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 529
    },
    "id": "nu4APrUSSQ1I",
    "outputId": "0de1ddcf-ef14-473f-b3ab-5236dcb2071e",
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 500x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Create a scatter plot with a regression line\n",
    "\n",
    "sns.lmplot(x='Engine Size', y='price', data=data_car)\n",
    "\n",
    "# Adding labels, title, and legend\n",
    "plt.xlabel('Engine Size')\n",
    "plt.ylabel('Car Price')\n",
    "plt.title('Scatter Plot with Regression Line: Age vs Experience')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "VNsECq1G6Hn-"
   },
   "source": [
    "Appropriate technique and plot to identify the outliers and demonstrate."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "hz0_nsidCQto",
    "outputId": "461eabcc-cf60-4dcd-dd32-af1a8b8cb9af",
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Gender\n",
      "Female    133728.029586\n",
      "Male      140678.989542\n",
      "Name: Yearly Amount Spent, dtype: float64\n"
     ]
    }
   ],
   "source": [
    "#group gender with yearly amount spent\n",
    "\n",
    "# Group data by gender and calculate the total yearly amount spent\n",
    "gender_spending = data.groupby('Gender')['Yearly Amount Spent'].sum()\n",
    "\n",
    "# Print the result\n",
    "print(gender_spending)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "o1o0J6dFCiPp",
    "outputId": "a9972d43-aac1-4511-ef1e-5f3a68b8f325",
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "              mean      median         min           max          std\n",
      "Gender                                                               \n",
      "Female  557.200123  547.995154  501.100245    765.518462    45.242971\n",
      "Male    541.073037  447.958868  266.086341  25006.670580  1524.502548\n"
     ]
    }
   ],
   "source": [
    "# group gender with yearly amount spent using aggregrate function for mean, median, min, max, std\n",
    "\n",
    "# Group data by gender and calculate aggregate statistics for yearly amount spent\n",
    "gender_spending = data.groupby('Gender')['Yearly Amount Spent'].agg(['mean', 'median', 'min', 'max', 'std'])\n",
    "\n",
    "# Print the result\n",
    "print(gender_spending)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 542
    },
    "id": "q77nFIeSDRS_",
    "outputId": "1d609fa2-6744-447e-9bea-1b8fdd17add4",
    "tags": []
   },
   "outputs": [
    {
     "data": {
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       "            /**\n",
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r=e.hoverlabel,n=r.font,i=this.getBoundingClientRect(),a=t.getBoundingClientRect();f.loneHover({x0:i.left-a.left,x1:i.right-a.left,y:(i.top+i.bottom)/2-a.top,text:e.hovertext,color:r.bgcolor,borderColor:r.bordercolor,fontFamily:n.family,fontSize:n.size,fontColor:n.color,fontWeight:n.weight,fontStyle:n.style,fontVariant:n.variant},{container:w._hoverlayer.node(),outerContainer:w._paper.node(),gd:t})})).on(\"mouseout\",(function(){f.loneUnhover(w._hoverlayer.node())}));var F=e.borderwidth,B=e.borderpad,N=F+B,j=R.append(\"rect\").attr(\"class\",\"bg\").style(\"stroke-width\",F+\"px\").call(u.stroke,e.bordercolor).call(u.fill,e.bgcolor),U=e.width||e.height,V=w._topclips.selectAll(\"#\"+L).data(U?[0]:[]);V.enter().append(\"clipPath\").classed(\"annclip\",!0).attr(\"id\",L).append(\"rect\"),V.exit().remove();var q=e.font,H=w._meta?o.templateString(e.text,w._meta):e.text,G=R.append(\"text\").classed(\"annotation-text\",!0).text(H);k.annotationText?G.call(h.makeEditable,{delegate:R,gd:t}).call(Y).on(\"edit\",(function(r){e.text=r,this.call(Y),S(\"text\",r),y&&y.autorange&&M(y._name+\".autorange\",!0),x&&x.autorange&&M(x._name+\".autorange\",!0),i.call(\"_guiRelayout\",t,E())})):G.call(Y)}else n.selectAll(\"#\"+L).remove();function W(t){var n={index:r,annotation:e._input,fullAnnotation:e,event:t};return a&&(n.subplotId=a),n}function Y(r){return r.call(c.font,q).attr({\"text-anchor\":{left:\"start\",right:\"end\"}[e.align]||\"middle\"}),h.convertToTspans(r,t,X),r}function X(){var r=G.selectAll(\"a\");1===r.size()&&r.text()===G.text()&&R.insert(\"a\",\":first-child\").attr({\"xlink:xlink:href\":r.attr(\"xlink:href\"),\"xlink:xlink:show\":r.attr(\"xlink:show\")}).style({cursor:\"pointer\"}).node().appendChild(j.node());var n=R.select(\".annotation-text-math-group\"),f=!n.empty(),v=c.bBox((f?n:G).node()),b=v.width,_=v.height,A=e.width||b,D=e.height||_,B=Math.round(A+2*N),q=Math.round(D+2*N);function H(t,e){return\"auto\"===e&&(e=t<1/3?\"left\":t>2/3?\"right\":\"center\"),{center:0,middle:0,left:.5,bottom:-.5,right:-.5,top:.5}[e]}for(var Y=!1,X=[\"x\",\"y\"],Z=0;Z<X.length;Z++){var K,J,$,Q,tt,et=X[Z],rt=e[et+\"ref\"]||et,nt=e[\"a\"+et+\"ref\"],it={x:y,y:x}[et],at=(P+(\"x\"===et?0:-90))*Math.PI/180,ot=B*Math.cos(at),st=q*Math.sin(at),lt=Math.abs(ot)+Math.abs(st),ut=e[et+\"anchor\"],ct=e[et+\"shift\"]*(\"x\"===et?1:-1),ft=C[et],ht=l.getRefType(rt);if(it&&\"domain\"!==ht){var pt=it.r2fraction(e[et]);(pt<0||pt>1)&&(nt===rt?((pt=it.r2fraction(e[\"a\"+et]))<0||pt>1)&&(Y=!0):Y=!0),K=it._offset+it.r2p(e[et]),Q=.5}else{var dt=\"domain\"===ht;\"x\"===et?($=e[et],K=dt?it._offset+it._length*$:K=T.l+T.w*$):($=1-e[et],K=dt?it._offset+it._length*$:K=T.t+T.h*$),Q=e.showarrow?.5:$}if(e.showarrow){ft.head=K;var vt=e[\"a\"+et];if(tt=ot*H(.5,e.xanchor)-st*H(.5,e.yanchor),nt===rt){var gt=l.getRefType(nt);\"domain\"===gt?(\"y\"===et&&(vt=1-vt),ft.tail=it._offset+it._length*vt):\"paper\"===gt?\"y\"===et?(vt=1-vt,ft.tail=T.t+T.h*vt):ft.tail=T.l+T.w*vt:ft.tail=it._offset+it.r2p(vt),J=tt}else ft.tail=K+vt,J=tt+vt;ft.text=ft.tail+tt;var yt=w[\"x\"===et?\"width\":\"height\"];if(\"paper\"===rt&&(ft.head=o.constrain(ft.head,1,yt-1)),\"pixel\"===nt){var mt=-Math.max(ft.tail-3,ft.text),xt=Math.min(ft.tail+3,ft.text)-yt;mt>0?(ft.tail+=mt,ft.text+=mt):xt>0&&(ft.tail-=xt,ft.text-=xt)}ft.tail+=ct,ft.head+=ct}else J=tt=lt*H(Q,ut),ft.text=K+tt;ft.text+=ct,tt+=ct,J+=ct,e[\"_\"+et+\"padplus\"]=lt/2+J,e[\"_\"+et+\"padminus\"]=lt/2-J,e[\"_\"+et+\"size\"]=lt,e[\"_\"+et+\"shift\"]=tt}if(Y)R.remove();else{var bt=0,_t=0;if(\"left\"!==e.align&&(bt=(A-b)*(\"center\"===e.align?.5:1)),\"top\"!==e.valign&&(_t=(D-_)*(\"middle\"===e.valign?.5:1)),f)n.select(\"svg\").attr({x:N+bt-1,y:N+_t}).call(c.setClipUrl,U?L:null,t);else{var wt=N+_t-v.top,Tt=N+bt-v.left;G.call(h.positionText,Tt,wt).call(c.setClipUrl,U?L:null,t)}V.select(\"rect\").call(c.setRect,N,N,A,D),j.call(c.setRect,F/2,F/2,B-F,q-F),R.call(c.setTranslate,Math.round(C.x.text-B/2),Math.round(C.y.text-q/2)),I.attr({transform:\"rotate(\"+P+\",\"+C.x.text+\",\"+C.y.text+\")\"});var kt,At=function(r,n){O.selectAll(\".annotation-arrow-g\").remove();var l=C.x.head,f=C.y.head,h=C.x.tail+r,p=C.y.tail+n,v=C.x.text+r,b=C.y.text+n,_=o.rotationXYMatrix(P,v,b),w=o.apply2DTransform(_),A=o.apply2DTransform2(_),L=+j.attr(\"width\"),z=+j.attr(\"height\"),D=v-.5*L,F=D+L,B=b-.5*z,N=B+z,U=[[D,B,D,N],[D,N,F,N],[F,N,F,B],[F,B,D,B]].map(A);if(!U.reduce((function(t,e){return t^!!o.segmentsIntersect(l,f,l+1e6,f+1e6,e[0],e[1],e[2],e[3])}),!1)){U.forEach((function(t){var e=o.segmentsIntersect(h,p,l,f,t[0],t[1],t[2],t[3]);e&&(h=e.x,p=e.y)}));var V=e.arrowwidth,q=e.arrowcolor,H=e.arrowside,G=O.append(\"g\").style({opacity:u.opacity(q)}).classed(\"annotation-arrow-g\",!0),W=G.append(\"path\").attr(\"d\",\"M\"+h+\",\"+p+\"L\"+l+\",\"+f).style(\"stroke-width\",V+\"px\").call(u.stroke,u.rgb(q));if(g(W,H,e),k.annotationPosition&&W.node().parentNode&&!a){var Y=l,X=f;if(e.standoff){var Z=Math.sqrt(Math.pow(l-h,2)+Math.pow(f-p,2));Y+=e.standoff*(h-l)/Z,X+=e.standoff*(p-f)/Z}var K,J,$=G.append(\"path\").classed(\"annotation-arrow\",!0).classed(\"anndrag\",!0).classed(\"cursor-move\",!0).attr({d:\"M3,3H-3V-3H3ZM0,0L\"+(h-Y)+\",\"+(p-X),transform:s(Y,X)}).style(\"stroke-width\",V+6+\"px\").call(u.stroke,\"rgba(0,0,0,0)\").call(u.fill,\"rgba(0,0,0,0)\");d.init({element:$.node(),gd:t,prepFn:function(){var t=c.getTranslate(R);K=t.x,J=t.y,y&&y.autorange&&M(y._name+\".autorange\",!0),x&&x.autorange&&M(x._name+\".autorange\",!0)},moveFn:function(t,r){var n=w(K,J),i=n[0]+t,a=n[1]+r;R.call(c.setTranslate,i,a),S(\"x\",m(y,t,\"x\",T,e)),S(\"y\",m(x,r,\"y\",T,e)),e.axref===e.xref&&S(\"ax\",m(y,t,\"ax\",T,e)),e.ayref===e.yref&&S(\"ay\",m(x,r,\"ay\",T,e)),G.attr(\"transform\",s(t,r)),I.attr({transform:\"rotate(\"+P+\",\"+i+\",\"+a+\")\"})},doneFn:function(){i.call(\"_guiRelayout\",t,E());var e=document.querySelector(\".js-notes-box-panel\");e&&e.redraw(e.selectedObj)}})}}};e.showarrow&&At(0,0),z&&d.init({element:R.node(),gd:t,prepFn:function(){kt=I.attr(\"transform\")},moveFn:function(t,r){var n=\"pointer\";if(e.showarrow)e.axref===e.xref?S(\"ax\",m(y,t,\"ax\",T,e)):S(\"ax\",e.ax+t),e.ayref===e.yref?S(\"ay\",m(x,r,\"ay\",T.w,e)):S(\"ay\",e.ay+r),At(t,r);else{if(a)return;var i,o;if(y)i=m(y,t,\"x\",T,e);else{var l=e._xsize/T.w,u=e.x+(e._xshift-e.xshift)/T.w-l/2;i=d.align(u+t/T.w,l,0,1,e.xanchor)}if(x)o=m(x,r,\"y\",T,e);else{var c=e._ysize/T.h,f=e.y-(e._yshift+e.yshift)/T.h-c/2;o=d.align(f-r/T.h,c,0,1,e.yanchor)}S(\"x\",i),S(\"y\",o),y&&x||(n=d.getCursor(y?.5:i,x?.5:o,e.xanchor,e.yanchor))}I.attr({transform:s(t,r)+kt}),p(R,n)},clickFn:function(r,n){e.captureevents&&t.emit(\"plotly_clickannotation\",W(n))},doneFn:function(){p(R),i.call(\"_guiRelayout\",t,E());var e=document.querySelector(\".js-notes-box-panel\");e&&e.redraw(e.selectedObj)}})}}}t.exports={draw:function(t){var e=t._fullLayout;e._infolayer.selectAll(\".annotation\").remove();for(var r=0;r<e.annotations.length;r++)e.annotations[r].visible&&y(t,r);return a.previousPromises(t)},drawOne:y,drawRaw:x}},33652:function(t,e,r){\"use strict\";var n=r(33428),i=r(76308),a=r(72196),o=r(3400),s=o.strScale,l=o.strRotate,u=o.strTranslate;t.exports=function(t,e,r){var 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O=p.getPointAtLength(E),I=p.getPointAtLength(E-.1);h=Math.atan2(O.y-I.y,O.x-I.x),c=p.getPointAtLength(Math.max(0,E-b)),L+=E-(L?_+b:b)+\"px,\"+E+\"px\",t.style(\"stroke-dasharray\",L)}function z(){t.style(\"stroke-dasharray\",\"0px,100px\")}function D(e,a,o,c){e.path&&(e.noRotate&&(o=0),n.select(p.parentNode).append(\"path\").attr({class:t.attr(\"class\"),d:e.path,transform:u(a.x,a.y)+l(180*o/Math.PI)+s(c)}).style({fill:i.rgb(r.arrowcolor),\"stroke-width\":0}))}m&&D(v,o,f,y),x&&D(d,c,h,g)}},79180:function(t,e,r){\"use strict\";var n=r(23816),i=r(42300);t.exports={moduleType:\"component\",name:\"annotations\",layoutAttributes:r(13916),supplyLayoutDefaults:r(45216),includeBasePlot:r(36632)(\"annotations\"),calcAutorange:r(90272),draw:n.draw,drawOne:n.drawOne,drawRaw:n.drawRaw,hasClickToShow:i.hasClickToShow,onClick:i.onClick,convertCoords:r(26828)}},45899:function(t,e,r){\"use strict\";var n=r(13916),i=r(67824).overrideAll,a=r(31780).templatedArray;t.exports=i(a(\"annotation\",{visible:n.visible,x:{valType:\"any\"},y:{valType:\"any\"},z:{valType:\"any\"},ax:{valType:\"number\"},ay:{valType:\"number\"},xanchor:n.xanchor,xshift:n.xshift,yanchor:n.yanchor,yshift:n.yshift,text:n.text,textangle:n.textangle,font:n.font,width:n.width,height:n.height,opacity:n.opacity,align:n.align,valign:n.valign,bgcolor:n.bgcolor,bordercolor:n.bordercolor,borderpad:n.borderpad,borderwidth:n.borderwidth,showarrow:n.showarrow,arrowcolor:n.arrowcolor,arrowhead:n.arrowhead,startarrowhead:n.startarrowhead,arrowside:n.arrowside,arrowsize:n.arrowsize,startarrowsize:n.startarrowsize,arrowwidth:n.arrowwidth,standoff:n.standoff,startstandoff:n.startstandoff,hovertext:n.hovertext,hoverlabel:n.hoverlabel,captureevents:n.captureevents}),\"calc\",\"from-root\")},42456:function(t,e,r){\"use strict\";var n=r(3400),i=r(54460);function a(t,e){var r=e.fullSceneLayout.domain,a=e.fullLayout._size,o={pdata:null,type:\"linear\",autorange:!1,range:[-1/0,1/0]};t._xa={},n.extendFlat(t._xa,o),i.setConvert(t._xa),t._xa._offset=a.l+r.x[0]*a.w,t._xa.l2p=function(){return.5*(1+t._pdata[0]/t._pdata[3])*a.w*(r.x[1]-r.x[0])},t._ya={},n.extendFlat(t._ya,o),i.setConvert(t._ya),t._ya._offset=a.t+(1-r.y[1])*a.h,t._ya.l2p=function(){return.5*(1-t._pdata[1]/t._pdata[3])*a.h*(r.y[1]-r.y[0])}}t.exports=function(t){for(var e=t.fullSceneLayout.annotations,r=0;r<e.length;r++)a(e[r],t);t.fullLayout._infolayer.selectAll(\".annotation-\"+t.id).remove()}},52808:function(t,e,r){\"use strict\";var n=r(3400),i=r(54460),a=r(51272),o=r(87192),s=r(45899);function l(t,e,r,a){function l(r,i){return n.coerce(t,e,s,r,i)}function u(t){var n=t+\"axis\",a={_fullLayout:{}};return a._fullLayout[n]=r[n],i.coercePosition(e,a,l,t,t,.5)}l(\"visible\")&&(o(t,e,a.fullLayout,l),u(\"x\"),u(\"y\"),u(\"z\"),n.noneOrAll(t,e,[\"x\",\"y\",\"z\"]),e.xref=\"x\",e.yref=\"y\",e.zref=\"z\",l(\"xanchor\"),l(\"yanchor\"),l(\"xshift\"),l(\"yshift\"),e.showarrow&&(e.axref=\"pixel\",e.ayref=\"pixel\",l(\"ax\",-10),l(\"ay\",-30),n.noneOrAll(t,e,[\"ax\",\"ay\"])))}t.exports=function(t,e,r){a(t,e,{name:\"annotations\",handleItemDefaults:l,fullLayout:r.fullLayout})}},71836:function(t,e,r){\"use strict\";var n=r(23816).drawRaw,i=r(94424),a=[\"x\",\"y\",\"z\"];t.exports=function(t){for(var e=t.fullSceneLayout,r=t.dataScale,o=e.annotations,s=0;s<o.length;s++){for(var l=o[s],u=!1,c=0;c<3;c++){var f=a[c],h=l[f],p=e[f+\"axis\"].r2fraction(h);if(p<0||p>1){u=!0;break}}u?t.fullLayout._infolayer.select(\".annotation-\"+t.id+'[data-index=\"'+s+'\"]').remove():(l._pdata=i(t.glplot.cameraParams,[e.xaxis.r2l(l.x)*r[0],e.yaxis.r2l(l.y)*r[1],e.zaxis.r2l(l.z)*r[2]]),n(t.graphDiv,l,s,t.id,l._xa,l._ya))}}},56864:function(t,e,r){\"use strict\";var n=r(24040),i=r(3400);t.exports={moduleType:\"component\",name:\"annotations3d\",schema:{subplots:{scene:{annotations:r(45899)}}},layoutAttributes:r(45899),handleDefaults:r(52808),includeBasePlot:function(t,e){var r=n.subplotsRegistry.gl3d;if(r)for(var a=r.attrRegex,o=Object.keys(t),s=0;s<o.length;s++){var l=o[s];a.test(l)&&(t[l].annotations||[]).length&&(i.pushUnique(e._basePlotModules,r),i.pushUnique(e._subplots.gl3d,l))}},convert:r(42456),draw:r(71836)}},54976:function(t,e,r){\"use 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date data.\"}var g={xcalendar:d(v(\"x\"))},y=i.extendFlat({},g,{ycalendar:d(v(\"y\"))}),m=i.extendFlat({},y,{zcalendar:d(v(\"z\"))}),x=d([\"Sets the calendar system to use for `range` and `tick0`\",\"if this is a date axis. 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rt,nt,it,at,ot,st,lt,ut,ct,ft,ht,pt,dt,vt=[],gt=[],yt={hLinePoint:null,vLinePoint:null},mt=!1;if(Array.isArray(e))for(M=\"array\",it=0;it<e.length;it++)(ot=t.calcdata[e[it].curveNumber||0])&&(st=ot[0].trace,\"skip\"!==ot[0].trace.hoverinfo&&(gt.push(ot),\"h\"===st.orientation&&(mt=!0)));else{var xt,bt,_t=t.calcdata.slice();for(_t.sort((function(t,e){return(t[0].trace.zorder||0)-(e[0].trace.zorder||0)})),at=0;at<_t.length;at++)ot=_t[at],\"skip\"!==(st=ot[0].trace).hoverinfo&&m.isTraceInSubplots(st,x)&&(gt.push(ot),\"h\"===st.orientation&&(mt=!0));if(l){if(!1===c.triggerHandler(t,\"plotly_beforehover\",e))return;var wt=l.getBoundingClientRect();xt=e.clientX-wt.left,bt=e.clientY-wt.top,b._calcInverseTransform(t);var Tt=o.apply3DTransform(b._invTransform)(xt,bt);if(xt=Tt[0],bt=Tt[1],xt<0||xt>Z[0]._length||bt<0||bt>K[0]._length)return v.unhoverRaw(t,e)}else xt=\"xpx\"in e?e.xpx:Z[0]._length/2,bt=\"ypx\"in e?e.ypx:K[0]._length/2;if(e.pointerX=xt+Z[0]._offset,e.pointerY=bt+K[0]._offset,rt=\"xval\"in e?m.flat(x,e.xval):m.p2c(Z,xt),nt=\"yval\"in e?m.flat(x,e.yval):m.p2c(K,bt),!i(rt[0])||!i(nt[0]))return o.warn(\"Fx.hover failed\",e,t),v.unhoverRaw(t,e)}var kt=1/0;function At(r,n){for(at=0;at<gt.length;at++)if((ot=gt[at])&&ot[0]&&ot[0].trace&&!0===(st=ot[0].trace).visible&&0!==st._length&&-1===[\"carpet\",\"contourcarpet\"].indexOf(st._module.name)){if(ct=M,m.isUnifiedHover(ct)&&(ct=ct.charAt(0)),\"splom\"===st.type?lt=x[ut=0]:(lt=m.getSubplot(st),ut=x.indexOf(lt)),pt={cd:ot,trace:st,xa:Z[ut],ya:K[ut],maxHoverDistance:tt,maxSpikeDistance:et,index:!1,distance:Math.min(kt,tt),spikeDistance:1/0,xSpike:void 0,ySpike:void 0,color:d.defaultLine,name:st.name,x0:void 0,x1:void 0,y0:void 0,y1:void 0,xLabelVal:void 0,yLabelVal:void 0,zLabelVal:void 0,text:void 0},b[lt]&&(pt.subplot=b[lt]._subplot),b._splomScenes&&b._splomScenes[st.uid]&&(pt.scene=b._splomScenes[st.uid]),\"array\"===ct){var a=e[at];\"pointNumber\"in a?(pt.index=a.pointNumber,ct=\"closest\"):(ct=\"\",\"xval\"in a&&(ft=a.xval,ct=\"x\"),\"yval\"in a&&(ht=a.yval,ct=ct?\"closest\":\"y\"))}else void 0!==r&&void 0!==n?(ft=r,ht=n):(ft=rt[ut],ht=nt[ut]);if(dt=vt.length,0!==tt)if(st._module&&st._module.hoverPoints){var s=st._module.hoverPoints(pt,ft,ht,ct,{finiteRange:!0,hoverLayer:b._hoverlayer,hoversubplots:_,gd:t});if(s)for(var l,u=0;u<s.length;u++)l=s[u],i(l.x0)&&i(l.y0)&&vt.push(B(l,M))}else o.log(\"Unrecognized trace type in hover:\",st);if(\"closest\"===M&&vt.length>dt&&(vt.splice(0,dt),kt=vt[0].distance),A&&0!==et&&0===vt.length){pt.distance=et,pt.index=!1;var c=st._module.hoverPoints(pt,ft,ht,\"closest\",{hoverLayer:b._hoverlayer});if(c&&(c=c.filter((function(t){return t.spikeDistance<=et}))),c&&c.length){var f,h=c.filter((function(t){return t.xa.showspikes&&\"hovered data\"!==t.xa.spikesnap}));if(h.length){var p=h[0];i(p.x0)&&i(p.y0)&&(f=St(p),(!yt.vLinePoint||yt.vLinePoint.spikeDistance>f.spikeDistance)&&(yt.vLinePoint=f))}var v=c.filter((function(t){return t.ya.showspikes&&\"hovered data\"!==t.ya.spikesnap}));if(v.length){var g=v[0];i(g.x0)&&i(g.y0)&&(f=St(g),(!yt.hLinePoint||yt.hLinePoint.spikeDistance>f.spikeDistance)&&(yt.hLinePoint=f))}}}}}function Mt(t,e,r){for(var n,i=null,a=1/0,o=0;o<t.length;o++)f&&f._id!==t[o].xa._id||p&&p._id!==t[o].ya._id||(n=t[o].spikeDistance,r&&0===o&&(n=-1/0),n<=a&&n<=e&&(i=t[o],a=n));return i}function St(t){return t?{xa:t.xa,ya:t.ya,x:void 0!==t.xSpike?t.xSpike:(t.x0+t.x1)/2,y:void 0!==t.ySpike?t.ySpike:(t.y0+t.y1)/2,distance:t.distance,spikeDistance:t.spikeDistance,curveNumber:t.trace.index,color:t.color,pointNumber:t.index}:null}At();var Et={fullLayout:b,container:b._hoverlayer,event:e},Lt=t._spikepoints,Ct={vLinePoint:yt.vLinePoint,hLinePoint:yt.hLinePoint};t._spikepoints=Ct;var Pt=function(){var t=vt.filter((function(t){return f&&f._id===t.xa._id&&p&&p._id===t.ya._id})),e=vt.filter((function(t){return!(f&&f._id===t.xa._id&&p&&p._id===t.ya._id)}));t.sort(P),e.sort(P),vt=function(t,e){for(var r=e.charAt(0),n=[],i=[],a=[],o=0;o<t.length;o++){var s=t[o];y.traceIs(s.trace,\"bar-like\")||y.traceIs(s.trace,\"box-violin\")?a.push(s):s.trace[r+\"period\"]?i.push(s):n.push(s)}return n.concat(i).concat(a)}(vt=t.concat(e),M)};Pt();var Ot=M.charAt(0),It=(\"x\"===Ot||\"y\"===Ot)&&vt[0]&&C[vt[0].trace.type];if(A&&0!==et&&0!==vt.length){var zt=Mt(vt.filter((function(t){return t.ya.showspikes})),et,It);yt.hLinePoint=St(zt);var Dt=Mt(vt.filter((function(t){return t.xa.showspikes})),et,It);yt.vLinePoint=St(Dt)}if(0===vt.length){var Rt=v.unhoverRaw(t,e);return!A||null===yt.hLinePoint&&null===yt.vLinePoint||j(Lt)&&N(t,yt,Et),Rt}if(A&&j(Lt)&&N(t,yt,Et),m.isXYhover(ct)&&0!==vt[0].length&&\"splom\"!==vt[0].trace.type){var Ft=vt[0],Bt=(vt=L[Ft.trace.type]?vt.filter((function(t){return t.trace.index===Ft.trace.index})):[Ft]).length;At(V(\"x\",Ft,b),V(\"y\",Ft,b));var Nt,jt=[],Ut={},Vt=0,qt=function(t){var e=L[t.trace.type]?O(t):t.trace.index;if(Ut[e]){var r=Ut[e]-1,n=jt[r];r>0&&Math.abs(t.distance)<Math.abs(n.distance)&&(jt[r]=t)}else Vt++,Ut[e]=Vt,jt.push(t)};for(Nt=0;Nt<Bt;Nt++)qt(vt[Nt]);for(Nt=vt.length-1;Nt>Bt-1;Nt--)qt(vt[Nt]);vt=jt,Pt()}var Ht=t._hoverdata,Gt=[],Wt=q(t),Yt=H(t);for(it=0;it<vt.length;it++){var Xt=vt[it],Zt=m.makeEventData(Xt,Xt.trace,Xt.cd);if(!1!==Xt.hovertemplate){var Kt=!1;Xt.cd[Xt.index]&&Xt.cd[Xt.index].ht&&(Kt=Xt.cd[Xt.index].ht),Xt.hovertemplate=Kt||Xt.trace.hovertemplate||!1}if(Xt.xa&&Xt.ya){var Jt=Xt.x0+Xt.xa._offset,$t=Xt.x1+Xt.xa._offset,Qt=Xt.y0+Xt.ya._offset,te=Xt.y1+Xt.ya._offset,ee=Math.min(Jt,$t),re=Math.max(Jt,$t),ne=Math.min(Qt,te),ie=Math.max(Qt,te);Zt.bbox={x0:ee+Yt,x1:re+Yt,y0:ne+Wt,y1:ie+Wt}}Xt.eventData=[Zt],Gt.push(Zt)}t._hoverdata=Gt;var ae=\"y\"===M&&(gt.length>1||vt.length>1)||\"closest\"===M&&mt&&vt.length>1,oe=d.combine(b.plot_bgcolor||d.background,b.paper_bgcolor),se=z(vt,{gd:t,hovermode:M,rotateLabels:ae,bgColor:oe,container:b._hoverlayer,outerContainer:b._paper.node(),commonLabelOpts:b.hoverlabel,hoverdistance:b.hoverdistance}),le=se.hoverLabels;if(m.isUnifiedHover(M)||(function(t,e,r,n){var i,a,o,s,l,u,c,f=e?\"xa\":\"ya\",h=e?\"ya\":\"xa\",p=0,d=1,v=t.size(),g=new Array(v),y=0,m=n.minX,x=n.maxX,b=n.minY,_=n.maxY,w=function(t){return t*r._invScaleX},T=function(t){return t*r._invScaleY};function A(t){var e=t[0],r=t[t.length-1];if(a=e.pmin-e.pos-e.dp+e.size,o=r.pos+r.dp+r.size-e.pmax,a>.01){for(l=t.length-1;l>=0;l--)t[l].dp+=a;i=!1}if(!(o<.01)){if(a<-.01){for(l=t.length-1;l>=0;l--)t[l].dp-=o;i=!1}if(i){var n=0;for(s=0;s<t.length;s++)(u=t[s]).pos+u.dp+u.size>e.pmax&&n++;for(s=t.length-1;s>=0&&!(n<=0);s--)(u=t[s]).pos>e.pmax-1&&(u.del=!0,n--);for(s=0;s<t.length&&!(n<=0);s++)if((u=t[s]).pos<e.pmin+1)for(u.del=!0,n--,o=2*u.size,l=t.length-1;l>=0;l--)t[l].dp-=o;for(s=t.length-1;s>=0&&!(n<=0);s--)(u=t[s]).pos+u.dp+u.size>e.pmax&&(u.del=!0,n--)}}}for(t.each((function(t){var n=t[f],i=t[h],a=\"x\"===n._id.charAt(0),o=n.range;0===y&&o&&o[0]>o[1]!==a&&(d=-1);var s=0,l=a?r.width:r.height;if(\"x\"===r.hovermode||\"y\"===r.hovermode){var u,c,p=R(t,e),v=t.anchor,A=\"end\"===v?-1:1;if(\"middle\"===v)c=(u=t.crossPos+(a?T(p.y-t.by/2):w(t.bx/2+t.tx2width/2)))+(a?T(t.by):w(t.bx));else if(a)c=(u=t.crossPos+T(S+p.y)-T(t.by/2-S))+T(t.by);else{var M=w(A*S+p.x),E=M+w(A*t.bx);u=t.crossPos+Math.min(M,E),c=t.crossPos+Math.max(M,E)}a?void 0!==b&&void 0!==_&&Math.min(c,_)-Math.max(u,b)>1&&(\"left\"===i.side?(s=i._mainLinePosition,l=r.width):l=i._mainLinePosition):void 0!==m&&void 0!==x&&Math.min(c,x)-Math.max(u,m)>1&&(\"top\"===i.side?(s=i._mainLinePosition,l=r.height):l=i._mainLinePosition)}g[y++]=[{datum:t,traceIndex:t.trace.index,dp:0,pos:t.pos,posref:t.posref,size:t.by*(a?k:1)/2,pmin:s,pmax:l}]})),g.sort((function(t,e){return t[0].posref-e[0].posref||d*(e[0].traceIndex-t[0].traceIndex)}));!i&&p<=v;){for(p++,i=!0,s=0;s<g.length-1;){var M=g[s],E=g[s+1],L=M[M.length-1],C=E[0];if((a=L.pos+L.dp+L.size-C.pos-C.dp+C.size)>.01&&L.pmin===C.pmin&&L.pmax===C.pmax){for(l=E.length-1;l>=0;l--)E[l].dp+=a;for(M.push.apply(M,E),g.splice(s+1,1),c=0,l=M.length-1;l>=0;l--)c+=M[l].dp;for(o=c/M.length,l=M.length-1;l>=0;l--)M[l].dp-=o;i=!1}else s++}g.forEach(A)}for(s=g.length-1;s>=0;s--){var P=g[s];for(l=P.length-1;l>=0;l--){var O=P[l],I=O.datum;I.offset=O.dp,I.del=O.del}}}(le,ae,b,se.commonLabelBoundingBox),F(le,ae,b._invScaleX,b._invScaleY)),l&&l.tagName){var ue=y.getComponentMethod(\"annotations\",\"hasClickToShow\")(t,Gt);h(n.select(l),ue?\"pointer\":\"\")}l&&!a&&function(t,e,r){if(!r||r.length!==t._hoverdata.length)return!0;for(var n=r.length-1;n>=0;n--){var i=r[n],a=t._hoverdata[n];if(i.curveNumber!==a.curveNumber||String(i.pointNumber)!==String(a.pointNumber)||String(i.pointNumbers)!==String(a.pointNumbers))return!0}return!1}(t,0,Ht)&&(Ht&&t.emit(\"plotly_unhover\",{event:e,points:Ht}),t.emit(\"plotly_hover\",{event:e,points:t._hoverdata,xaxes:Z,yaxes:K,xvals:rt,yvals:nt}))}(t,e,r,a,l)}))},e.loneHover=function(t,e){var r=!0;Array.isArray(t)||(r=!1,t=[t]);var i=e.gd,a=q(i),o=H(i),s=z(t.map((function(t){var r=t._x0||t.x0||t.x||0,n=t._x1||t.x1||t.x||0,s=t._y0||t.y0||t.y||0,l=t._y1||t.y1||t.y||0,u=t.eventData;if(u){var c=Math.min(r,n),f=Math.max(r,n),h=Math.min(s,l),p=Math.max(s,l),v=t.trace;if(y.traceIs(v,\"gl3d\")){var g=i._fullLayout[v.scene]._scene.container,m=g.offsetLeft,x=g.offsetTop;c+=m,f+=m,h+=x,p+=x}u.bbox={x0:c+o,x1:f+o,y0:h+a,y1:p+a},e.inOut_bbox&&e.inOut_bbox.push(u.bbox)}else u=!1;return{color:t.color||d.defaultLine,x0:t.x0||t.x||0,x1:t.x1||t.x||0,y0:t.y0||t.y||0,y1:t.y1||t.y||0,xLabel:t.xLabel,yLabel:t.yLabel,zLabel:t.zLabel,text:t.text,name:t.name,idealAlign:t.idealAlign,borderColor:t.borderColor,fontFamily:t.fontFamily,fontSize:t.fontSize,fontColor:t.fontColor,fontWeight:t.fontWeight,fontStyle:t.fontStyle,fontVariant:t.fontVariant,nameLength:t.nameLength,textAlign:t.textAlign,trace:t.trace||{index:0,hoverinfo:\"\"},xa:{_offset:0},ya:{_offset:0},index:0,hovertemplate:t.hovertemplate||!1,hovertemplateLabels:t.hovertemplateLabels||!1,eventData:u}})),{gd:i,hovermode:\"closest\",rotateLabels:!1,bgColor:e.bgColor||d.background,container:n.select(e.container),outerContainer:e.outerContainer||e.container}).hoverLabels,l=0,u=0;return s.sort((function(t,e){return t.y0-e.y0})).each((function(t,r){var n=t.y0-t.by/2;t.offset=n-5<l?l-n+5:0,l=n+t.by+t.offset,r===e.anchorIndex&&(u=t.offset)})).each((function(t){t.offset-=u})),F(s,!1,i._fullLayout._invScaleX,i._fullLayout._invScaleY),r?s:s.node()};var I=/<extra>([\\s\\S]*)<\\/extra>/;function z(t,e){var r=e.gd,i=r._fullLayout,a=e.hovermode,s=e.rotateLabels,c=e.bgColor,h=e.container,v=e.outerContainer,g=e.commonLabelOpts||{};if(0===t.length)return[[]];var T=e.fontFamily||x.HOVERFONT,k=e.fontSize||x.HOVERFONTSIZE,A=e.fontWeight||i.font.weight,M=e.fontStyle||i.font.style,L=e.fontVariant||i.font.variant,C=t[0],P=C.xa,I=C.ya,z=a.charAt(0),R=z+\"Label\",F=C[R];if(void 0===F&&\"multicategory\"===P.type)for(var B=0;B<t.length&&void 0===(F=t[B][R]);B++);var N=G(r,v),j=N.top,U=N.width,V=N.height,q=void 0!==F&&C.distance<=e.hoverdistance&&(\"x\"===a||\"y\"===a);if(q){var H,W,Y=!0;for(H=0;H<t.length;H++)if(Y&&void 0===t[H].zLabel&&(Y=!1),W=t[H].hoverinfo||t[H].trace.hoverinfo){var X=Array.isArray(W)?W:W.split(\"+\");if(-1===X.indexOf(\"all\")&&-1===X.indexOf(a)){q=!1;break}}Y&&(q=!1)}var Z=h.selectAll(\"g.axistext\").data(q?[0]:[]);Z.enter().append(\"g\").classed(\"axistext\",!0),Z.exit().remove();var K={minX:0,maxX:0,minY:0,maxY:0};if(Z.each((function(){var t=n.select(this),e=o.ensureSingle(t,\"path\",\"\",(function(t){t.style({\"stroke-width\":\"1px\"})})),s=o.ensureSingle(t,\"text\",\"\",(function(t){t.attr(\"data-notex\",1)})),u=g.bgcolor||d.defaultLine,c=g.bordercolor||d.contrast(u),h=d.contrast(u),v={weight:g.font.weight||A,style:g.font.style||M,variant:g.font.variant||L,family:g.font.family||T,size:g.font.size||k,color:g.font.color||h};e.style({fill:u,stroke:c}),s.text(F).call(p.font,v).call(f.positionText,0,0).call(f.convertToTspans,r),t.attr(\"transform\",\"\");var y,m,x=G(r,s.node());if(\"x\"===a){var b=\"top\"===P.side?\"-\":\"\";s.attr(\"text-anchor\",\"middle\").call(f.positionText,0,\"top\"===P.side?j-x.bottom-S-E:j-x.top+S+E),y=P._offset+(C.x0+C.x1)/2,m=I._offset+(\"top\"===P.side?0:I._length);var _=x.width/2+E,w=y;y<_?w=_:y>i.width-_&&(w=i.width-_),e.attr(\"d\",\"M\"+(y-w)+\",0L\"+(y-w+S)+\",\"+b+S+\"H\"+_+\"v\"+b+(2*E+x.height)+\"H\"+-_+\"V\"+b+S+\"H\"+(y-w-S)+\"Z\"),y=w,K.minX=y-_,K.maxX=y+_,\"top\"===P.side?(K.minY=m-(2*E+x.height),K.maxY=m-E):(K.minY=m+E,K.maxY=m+(2*E+x.height))}else{var O,z,D;\"right\"===I.side?(O=\"start\",z=1,D=\"\",y=P._offset+P._length):(O=\"end\",z=-1,D=\"-\",y=P._offset),m=I._offset+(C.y0+C.y1)/2,s.attr(\"text-anchor\",O),e.attr(\"d\",\"M0,0L\"+D+S+\",\"+S+\"V\"+(E+x.height/2)+\"h\"+D+(2*E+x.width)+\"V-\"+(E+x.height/2)+\"H\"+D+S+\"V-\"+S+\"Z\"),K.minY=m-(E+x.height/2),K.maxY=m+(E+x.height/2),\"right\"===I.side?(K.minX=y+S,K.maxX=y+S+(2*E+x.width)):(K.minX=y-S-(2*E+x.width),K.maxX=y-S);var R,B=x.height/2,N=j-x.top-B,U=\"clip\"+i._uid+\"commonlabel\"+I._id;if(y<x.width+2*E+S){R=\"M-\"+(S+E)+\"-\"+B+\"h-\"+(x.width-E)+\"V\"+B+\"h\"+(x.width-E)+\"Z\";var V=x.width-y+E;f.positionText(s,V,N),\"end\"===O&&s.selectAll(\"tspan\").each((function(){var t=n.select(this),e=p.tester.append(\"text\").text(t.text()).call(p.font,v),i=G(r,e.node());Math.round(i.width)<Math.round(x.width)&&t.attr(\"x\",V-i.width),e.remove()}))}else f.positionText(s,z*(E+S),N),R=null;var q=i._topclips.selectAll(\"#\"+U).data(R?[0]:[]);q.enter().append(\"clipPath\").attr(\"id\",U).append(\"path\"),q.exit().remove(),q.select(\"path\").attr(\"d\",R),p.setClipUrl(s,R?U:null,r)}t.attr(\"transform\",l(y,m))})),m.isUnifiedHover(a)){h.selectAll(\"g.hovertext\").remove();var J=t.filter((function(t){return\"none\"!==t.hoverinfo}));if(0===J.length)return[];var $=i.hoverlabel,Q=$.font,tt={showlegend:!0,legend:{title:{text:F,font:Q},font:Q,bgcolor:$.bgcolor,bordercolor:$.bordercolor,borderwidth:1,tracegroupgap:7,traceorder:i.legend?i.legend.traceorder:void 0,orientation:\"v\"}},et={font:Q};b(tt,et,r._fullData);var rt=et.legend;rt.entries=[];for(var nt=0;nt<J.length;nt++){var it=J[nt];if(\"none\"!==it.hoverinfo){var at=D(it,!0,a,i,F),ot=at[0],st=at[1];it.name=st,it.text=\"\"!==st?st+\" : \"+ot:ot;var lt=it.cd[it.index];lt&&(lt.mc&&(it.mc=lt.mc),lt.mcc&&(it.mc=lt.mcc),lt.mlc&&(it.mlc=lt.mlc),lt.mlcc&&(it.mlc=lt.mlcc),lt.mlw&&(it.mlw=lt.mlw),lt.mrc&&(it.mrc=lt.mrc),lt.dir&&(it.dir=lt.dir)),it._distinct=!0,rt.entries.push([it])}}rt.entries.sort((function(t,e){return t[0].trace.index-e[0].trace.index})),rt.layer=h,rt._inHover=!0,rt._groupTitleFont=$.grouptitlefont,_(r,rt);var 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0),-1===p.indexOf(\"name\")&&(t.name=void 0)),t}function N(t,e,r){var n,i,o=r.container,s=r.fullLayout,l=s._size,u=r.event,c=!!e.hLinePoint,f=!!e.vLinePoint;if(o.selectAll(\".spikeline\").remove(),f||c){var h=d.combine(s.plot_bgcolor,s.paper_bgcolor);if(c){var v,y,m=e.hLinePoint;n=m&&m.xa,\"cursor\"===(i=m&&m.ya).spikesnap?(v=u.pointerX,y=u.pointerY):(v=n._offset+m.x,y=i._offset+m.y);var x,b,_=a.readability(m.color,h)<1.5?d.contrast(h):m.color,w=i.spikemode,T=i.spikethickness,k=i.spikecolor||_,A=g.getPxPosition(t,i);if(-1!==w.indexOf(\"toaxis\")||-1!==w.indexOf(\"across\")){if(-1!==w.indexOf(\"toaxis\")&&(x=A,b=v),-1!==w.indexOf(\"across\")){var 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n=r(33428),i=r(3400),a=r(86476),o=r(10624),s=r(65460),l=r(83292);t.exports={moduleType:\"component\",name:\"fx\",constants:r(92456),schema:{layout:s},attributes:r(55756),layoutAttributes:s,supplyLayoutGlobalDefaults:r(81976),supplyDefaults:r(95448),supplyLayoutDefaults:r(88336),calc:r(55056),getDistanceFunction:o.getDistanceFunction,getClosest:o.getClosest,inbox:o.inbox,quadrature:o.quadrature,appendArrayPointValue:o.appendArrayPointValue,castHoverOption:function(t,e,r){return i.castOption(t,e,\"hoverlabel.\"+r)},castHoverinfo:function(t,e,r){return i.castOption(t,r,\"hoverinfo\",(function(r){return i.coerceHoverinfo({hoverinfo:r},{_module:t._module},e)}))},hover:l.hover,unhover:a.unhover,loneHover:l.loneHover,loneUnhover:function(t){var e=i.isD3Selection(t)?t:n.select(t);e.selectAll(\"g.hovertext\").remove(),e.selectAll(\".spikeline\").remove()},click:r(62376)}},65460:function(t,e,r){\"use strict\";var 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V,q=i.ensureSingle(N,\"g\",\"scrollbox\"),H=h.title;h._titleWidth=0,h._titleHeight=0,H.text?((V=i.ensureSingle(q,\"text\",w+\"titletext\")).attr(\"text-anchor\",\"start\").call(u.font,H.font).text(H.text),L(V,q,t,h,_)):q.selectAll(\".\"+w+\"titletext\").remove();var G=i.ensureSingle(N,\"rect\",\"scrollbar\",(function(t){t.attr(p.scrollBarEnterAttrs).call(c.fill,p.scrollBarColor)})),W=q.selectAll(\"g.groups\").data(S);W.enter().append(\"g\").attr(\"class\",\"groups\"),W.exit().remove();var Y=W.selectAll(\"g.traces\").data(i.identity);Y.enter().append(\"g\").attr(\"class\",\"traces\"),Y.exit().remove(),Y.style(\"opacity\",(function(t){var e=t[0].trace;return o.traceIs(e,\"pie-like\")?-1!==B.indexOf(t[0].label)?.5:1:\"legendonly\"===e.visible?.5:1})).each((function(){n.select(this).call(M,t,h)})).call(x,t,h).each((function(){T||n.select(this).call(E,t,w)})),i.syncOrAsync([a.previousPromises,function(){return function(t,e,r,i){var a=t._fullLayout,o=O(i);i||(i=a[o]);var 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O=S,I=E;S=k?i.constrain(S,0,d.width-h._width):O,E=M?i.constrain(E,0,d.height-h._effHeight):I,S!==O&&i.log(\"Constrain \"+w+\".x to make legend fit inside graph\"),E!==I&&i.log(\"Constrain \"+w+\".y to make legend fit inside graph\")}u.setTranslate(N,S,E)}if(G.on(\".drag\",null),N.on(\"wheel\",null),T||h._height<=h._maxHeight||t._context.staticPlot){var z=h._effHeight;T&&(z=h._height),U.attr({width:h._width-_,height:z-_,x:_/2,y:_/2}),u.setTranslate(q,0,0),j.select(\"rect\").attr({width:h._width-2*_,height:z-2*_,x:_,y:_}),u.setClipUrl(q,r,t),u.setRect(G,0,0,0,0),delete h._scrollY}else{var 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t=n.event.sourceEvent;\"touchstart\"===t.type&&(D=t.changedTouches[0].clientY,F=Z)})).on(\"drag\",(function(){var t=n.event.sourceEvent;\"touchmove\"===t.type&&(R=t.changedTouches[0].clientY,Z=function(t,e,r){var n=(e-r)/X+t;return i.constrain(n,0,Y)}(F,D,R),$(Z,B,X))}));q.call(J)}function $(e,r,n){h._scrollY=t._fullLayout[w]._scrollY=e,u.setTranslate(q,0,-e),u.setRect(G,h._width,p.scrollBarMargin+e*n,p.scrollBarWidth,r),j.select(\"rect\").attr(\"y\",_+e)}t._context.edits.legendPosition&&(N.classed(\"cursor-move\",!0),l.init({element:N.node(),gd:t,prepFn:function(){var t=u.getTranslate(N);m=t.x,x=t.y},moveFn:function(t,r){var n=m+t,i=x+r;u.setTranslate(N,n,i),e=l.align(n,h._width,b.l,b.l+b.w,h.xanchor),c=l.align(i+h._height,-h._height,b.t+b.h,b.t,h.yanchor)},doneFn:function(){if(void 0!==e&&void 0!==c){var r={};r[w+\".x\"]=e,r[w+\".y\"]=c,o.call(\"_guiRelayout\",t,r)}},clickFn:function(e,r){var n=s.selectAll(\"g.traces\").filter((function(){var t=this.getBoundingClientRect();return r.clientX>=t.left&&r.clientX<=t.right&&r.clientY>=t.top&&r.clientY<=t.bottom}));n.size()>0&&A(t,N,n,e,r)}}))}],t)}}function k(t,e,r){var n=t[0],i=n.width,a=e.entrywidthmode,o=n.trace.legendwidth||e.entrywidth;return\"fraction\"===a?e._maxWidth*o:r+(o||i)}function A(t,e,r,n,i){var a=r.data()[0][0].trace,l={event:i,node:r.node(),curveNumber:a.index,expandedIndex:a._expandedIndex,data:t.data,layout:t.layout,frames:t._transitionData._frames,config:t._context,fullData:t._fullData,fullLayout:t._fullLayout};a._group&&(l.group=a._group),o.traceIs(a,\"pie-like\")&&(l.label=r.datum()[0].label);var u=s.triggerHandler(t,\"plotly_legendclick\",l);if(1===n){if(!1===u)return;e._clickTimeout=setTimeout((function(){t._fullLayout&&h(r,t,n)}),t._context.doubleClickDelay)}else 2===n&&(e._clickTimeout&&clearTimeout(e._clickTimeout),t._legendMouseDownTime=0,!1!==s.triggerHandler(t,\"plotly_legenddoubleclick\",l)&&!1!==u&&h(r,t,n))}function M(t,e,r){var n,a,s=O(r),l=t.data()[0][0],c=l.trace,h=o.traceIs(c,\"pie-like\"),d=!r._inHover&&e._context.edits.legendText&&!h,v=r._maxNameLength;l.groupTitle?(n=l.groupTitle.text,a=l.groupTitle.font):(a=r.font,r.entries?n=l.text:(n=h?l.label:c.name,c._meta&&(n=i.templateString(n,c._meta))));var g=i.ensureSingle(t,\"text\",s+\"text\");g.attr(\"text-anchor\",\"start\").call(u.font,a).text(d?S(n,v):n);var y=r.indentation+r.itemwidth+2*p.itemGap;f.positionText(g,y,0),d?g.call(f.makeEditable,{gd:e,text:n}).call(L,t,e,r).on(\"edit\",(function(n){this.text(S(n,v)).call(L,t,e,r);var a=l.trace._fullInput||{},s={};if(o.hasTransform(a,\"groupby\")){var u=o.getTransformIndices(a,\"groupby\"),f=u[u.length-1],h=i.keyedContainer(a,\"transforms[\"+f+\"].styles\",\"target\",\"value.name\");h.set(l.trace._group,n),s=h.constructUpdate()}else s.name=n;return a._isShape?o.call(\"_guiRelayout\",e,\"shapes[\"+c.index+\"].name\",s.name):o.call(\"_guiRestyle\",e,s,c.index)})):L(g,t,e,r)}function S(t,e){var r=Math.max(4,e);if(t&&t.trim().length>=r/2)return t;for(var n=r-(t=t||\"\").length;n>0;n--)t+=\" \";return t}function E(t,e,r){var a,o=e._context.doubleClickDelay,s=1,l=i.ensureSingle(t,\"rect\",r+\"toggle\",(function(t){e._context.staticPlot||t.style(\"cursor\",\"pointer\").attr(\"pointer-events\",\"all\"),t.call(c.fill,\"rgba(0,0,0,0)\")}));e._context.staticPlot||(l.on(\"mousedown\",(function(){(a=(new Date).getTime())-e._legendMouseDownTime<o?s+=1:(s=1,e._legendMouseDownTime=a)})),l.on(\"mouseup\",(function(){if(!e._dragged&&!e._editing){var i=e._fullLayout[r];(new Date).getTime()-e._legendMouseDownTime>o&&(s=Math.max(s-1,1)),A(e,i,t,s,n.event)}})))}function L(t,e,r,n,i){n._inHover&&t.attr(\"data-notex\",!0),f.convertToTspans(t,r,(function(){!function(t,e,r,n){var i=t.data()[0][0];if(r._inHover||!i||i.trace.showlegend){var a=t.select(\"g[class*=math-group]\"),o=a.node(),s=O(r);r||(r=e._fullLayout[s]);var l,c,h=r.borderwidth,d=(n===_?r.title.font:i.groupTitle?i.groupTitle.font:r.font).size*v;if(o){var g=u.bBox(o);l=g.height,c=g.width,n===_?u.setTranslate(a,h,h+.75*l):u.setTranslate(a,0,.25*l)}else{var y=\".\"+s+(n===_?\"title\":\"\")+\"text\",m=t.select(y),x=f.lineCount(m),b=m.node();if(l=d*x,c=b?u.bBox(b).width:0,n===_)\"left\"===r.title.side&&(c+=2*p.itemGap),f.positionText(m,h+p.titlePad,h+d);else{var w=2*p.itemGap+r.indentation+r.itemwidth;i.groupTitle&&(w=p.itemGap,c-=r.indentation+r.itemwidth),f.positionText(m,w,-d*((x-1)/2-.3))}}n===_?(r._titleWidth=c,r._titleHeight=l):(i.lineHeight=d,i.height=Math.max(l,16)+3,i.width=c)}else t.remove()}(e,r,n,i)}))}function C(t){return i.isRightAnchor(t)?\"right\":i.isCenterAnchor(t)?\"center\":\"left\"}function P(t){return i.isBottomAnchor(t)?\"bottom\":i.isMiddleAnchor(t)?\"middle\":\"top\"}function O(t){return t._id||\"legend\"}t.exports=function(t,e){if(e)T(t,e);else{var r=t._fullLayout,i=r._legends;r._infolayer.selectAll('[class^=\"legend\"]').each((function(){var t=n.select(this),e=t.attr(\"class\").split(\" \")[0];e.match(w)&&-1===i.indexOf(e)&&t.remove()}));for(var a=0;a<i.length;a++){var o=i[a];T(t,t._fullLayout[o])}}}},35456:function(t,e,r){\"use strict\";var n=r(24040),i=r(42451);t.exports=function(t,e,r){var a,o,s=e._inHover,l=i.isGrouped(e),u=i.isReversed(e),c={},f=[],h=!1,p={},d=0,v=0;function g(t,n,a){if(!1!==e.visible&&(!r||t===e._id))if(\"\"!==n&&i.isGrouped(e))-1===f.indexOf(n)?(f.push(n),h=!0,c[n]=[a]):c[n].push(a);else{var o=\"~~i\"+d;f.push(o),c[o]=[a],d++}}for(a=0;a<t.length;a++){var y=t[a],m=y[0],x=m.trace,b=x.legend,_=x.legendgroup;if(s||x.visible&&x.showlegend)if(n.traceIs(x,\"pie-like\"))for(p[_]||(p[_]={}),o=0;o<y.length;o++){var w=y[o].label;p[_][w]||(g(b,_,{label:w,color:y[o].color,i:y[o].i,trace:x,pts:y[o].pts}),p[_][w]=!0,v=Math.max(v,(w||\"\").length))}else 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t.showlegend})),y=v.concat(g),m=d.trace;m._isShape&&(m=m._fullInput);var x,b,_,w,T,k=m.legendgroup,A={},M=[],S=[],E=[],L=(s.shapes||[]).map((function(t){return t._input})),C=!1,P=m.legend,O=m._fullInput;if(O&&O._isShape||!n.traceIs(m,\"pie-like\")){var I,z=k&&k.length,D=[];if(z)for(x=0;x<y.length;x++)(I=y[x]).visible&&I.legendgroup===k&&D.push(x);if(\"toggle\"===l){var R;switch(m.visible){case!0:R=\"legendonly\";break;case!1:R=!1;break;case\"legendonly\":R=!0}if(z)if(h)for(x=0;x<y.length;x++){var F=y[x];!1!==F.visible&&F.legendgroup===k&&tt(F,R)}else tt(m,R);else tt(m,R)}else if(\"toggleothers\"===l){var 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r=e.currentTarget,n=r._previousVal,i=t._fullLayout,a=i._subplots.gl3d||[],o=[\"xaxis\",\"yaxis\",\"zaxis\"],s={},l={};if(n)l=n,r._previousVal=null;else{for(var u=0;u<a.length;u++){var c=a[u],f=i[c],h=c+\".hovermode\";s[h]=f.hovermode,l[h]=!1;for(var p=0;p<3;p++){var d=o[p],v=c+\".\"+d+\".showspikes\";l[v]=!1,s[v]=f[d].showspikes}}r._previousVal=s}return l}function v(t,e){for(var r=e.currentTarget,i=r.getAttribute(\"data-attr\"),a=r.getAttribute(\"data-val\")||!0,o=t._fullLayout,s=o._subplots.geo||[],l=0;l<s.length;l++){var u=s[l],c=o[u];if(\"zoom\"===i){var f=c.projection.scale,h=\"in\"===a?2*f:.5*f;n.call(\"_guiRelayout\",t,u+\".projection.scale\",h)}}\"reset\"===i&&x(t,\"geo\")}function g(t){var e=t._fullLayout;return!e.hovermode&&(e._has(\"cartesian\")?e._isHoriz?\"y\":\"x\":\"closest\")}function y(t){var e=g(t);n.call(\"_guiRelayout\",t,\"hovermode\",e)}function m(t,e){for(var r=e.currentTarget.getAttribute(\"data-val\"),i=t._fullLayout,a=i._subplots.mapbox||[],o={},s=0;s<a.length;s++){var l=a[s],u=i[l].zoom,c=\"in\"===r?1.05*u:u/1.05;o[l+\".zoom\"]=c}n.call(\"_guiRelayout\",t,o)}function x(t,e){for(var r=t._fullLayout,i=r._subplots[e]||[],a={},o=0;o<i.length;o++)for(var s=i[o],l=r[s]._subplot.viewInitial,u=Object.keys(l),c=0;c<u.length;c++){var f=u[c];a[s+\".\"+f]=l[f]}n.call(\"_guiRelayout\",t,a)}c.toImage={name:\"toImage\",title:function(t){var e=(t._context.toImageButtonOptions||{}).format||\"png\";return u(t,\"png\"===e?\"Download plot as a png\":\"Download plot\")},icon:o.camera,click:function(t){var e=t._context.toImageButtonOptions,r={format:e.format||\"png\"};l.notifier(u(t,\"Taking snapshot - this may take a few seconds\"),\"long\"),\"svg\"!==r.format&&l.isIE()&&(l.notifier(u(t,\"IE only supports svg.  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u(t,\"Pan\")},attr:\"dragmode\",val:\"pan\",icon:o.pan,click:f},c.select2d={name:\"select2d\",_cat:\"select\",title:function(t){return u(t,\"Box Select\")},attr:\"dragmode\",val:\"select\",icon:o.selectbox,click:f},c.lasso2d={name:\"lasso2d\",_cat:\"lasso\",title:function(t){return u(t,\"Lasso Select\")},attr:\"dragmode\",val:\"lasso\",icon:o.lasso,click:f},c.drawclosedpath={name:\"drawclosedpath\",title:function(t){return u(t,\"Draw closed freeform\")},attr:\"dragmode\",val:\"drawclosedpath\",icon:o.drawclosedpath,click:f},c.drawopenpath={name:\"drawopenpath\",title:function(t){return u(t,\"Draw open freeform\")},attr:\"dragmode\",val:\"drawopenpath\",icon:o.drawopenpath,click:f},c.drawline={name:\"drawline\",title:function(t){return u(t,\"Draw line\")},attr:\"dragmode\",val:\"drawline\",icon:o.drawline,click:f},c.drawrect={name:\"drawrect\",title:function(t){return u(t,\"Draw 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r=e.currentTarget;r.setAttribute(\"data-attr\",\"zoom\"),r.setAttribute(\"data-val\",\"reset\"),f(t,e),r.setAttribute(\"data-attr\",\"resetLastSave\"),p(t,e),x(t,\"geo\"),x(t,\"mapbox\")}},c.toggleSpikelines={name:\"toggleSpikelines\",title:function(t){return u(t,\"Toggle Spike Lines\")},icon:o.spikeline,attr:\"_cartesianSpikesEnabled\",val:\"on\",click:function(t){var e=t._fullLayout,r=e._cartesianSpikesEnabled;e._cartesianSpikesEnabled=\"on\"===r?\"off\":\"on\",n.call(\"_guiRelayout\",t,function(t){for(var e=\"on\"===t._fullLayout._cartesianSpikesEnabled,r=a.list(t,null,!0),n={},i=0;i<r.length;i++){var o=r[i];n[o._name+\".showspikes\"]=!!e||o._showSpikeInitial}return n}(t))}},c.resetViewMapbox={name:\"resetViewMapbox\",_cat:\"resetView\",title:function(t){return u(t,\"Reset view\")},attr:\"reset\",icon:o.home,click:function(t){x(t,\"mapbox\")}},c.zoomInMapbox={name:\"zoomInMapbox\",_cat:\"zoomin\",title:function(t){return u(t,\"Zoom in\")},attr:\"zoom\",val:\"in\",icon:o.zoom_plus,click:m},c.zoomOutMapbox={name:\"zoomOutMapbox\",_cat:\"zoomout\",title:function(t){return u(t,\"Zoom out\")},attr:\"zoom\",val:\"out\",icon:o.zoom_minus,click:m}},76052:function(t,e,r){\"use strict\";var n=r(44248),i=Object.keys(n),a=[\"drawline\",\"drawopenpath\",\"drawclosedpath\",\"drawcircle\",\"drawrect\",\"eraseshape\"],o=[\"v1hovermode\",\"hoverclosest\",\"hovercompare\",\"togglehover\",\"togglespikelines\"].concat(a),s=[];i.forEach((function(t){!function(t){if(-1===o.indexOf(t._cat||t.name)){var e=t.name,r=(t._cat||t.name).toLowerCase();-1===s.indexOf(e)&&s.push(e),-1===s.indexOf(r)&&s.push(r)}}(n[t])})),s.sort(),t.exports={DRAW_MODES:a,backButtons:o,foreButtons:s}},90824:function(t,e,r){\"use strict\";var n=r(3400),i=r(76308),a=r(31780),o=r(66540);t.exports=function(t,e){var r=t.modebar||{},s=a.newContainer(e,\"modebar\");function l(t,e){return n.coerce(r,s,o,t,e)}l(\"orientation\"),l(\"bgcolor\",i.addOpacity(e.paper_bgcolor,.5));var u=i.contrast(i.rgb(e.modebar.bgcolor));l(\"color\",i.addOpacity(u,.3)),l(\"activecolor\",i.addOpacity(u,.7)),l(\"uirevision\",e.uirevision),l(\"add\"),l(\"remove\")}},45460:function(t,e,r){\"use strict\";t.exports={moduleType:\"component\",name:\"modebar\",layoutAttributes:r(66540),supplyLayoutDefaults:r(90824),manage:r(18816)}},18816:function(t,e,r){\"use strict\";var n=r(79811),i=r(43028),a=r(24040),o=r(10624).isUnifiedHover,s=r(66400),l=r(44248),u=r(76052).DRAW_MODES,c=r(3400).extendDeep;t.exports=function(t){var e=t._fullLayout,r=t._context,f=e._modeBar;if(r.displayModeBar||r.watermark){if(!Array.isArray(r.modeBarButtonsToRemove))throw new Error([\"*modeBarButtonsToRemove* configuration options\",\"must be an array.\"].join(\" \"));if(!Array.isArray(r.modeBarButtonsToAdd))throw new Error([\"*modeBarButtonsToAdd* configuration options\",\"must be an array.\"].join(\" \"));var h,p=r.modeBarButtons;h=Array.isArray(p)&&p.length?function(t){for(var e=c([],t),r=0;r<e.length;r++)for(var n=e[r],i=0;i<n.length;i++){var a=n[i];if(\"string\"==typeof a){if(void 0===l[a])throw new Error([\"*modeBarButtons* configuration options\",\"invalid button name\"].join(\" \"));e[r][i]=l[a]}}return e}(p):!r.displayModeBar&&r.watermark?[]:function(t){var e=t._fullLayout,r=t._fullData,s=t._context;function c(t,e){if(\"string\"==typeof e){if(e.toLowerCase()===t.toLowerCase())return!0}else{var r=e.name,n=e._cat||e.name;if(r===t||n===t.toLowerCase())return!0}return!1}var f=e.modebar.add;\"string\"==typeof f&&(f=[f]);var h=e.modebar.remove;\"string\"==typeof h&&(h=[h]);var p=s.modeBarButtonsToAdd.concat(f.filter((function(t){for(var e=0;e<s.modeBarButtonsToRemove.length;e++)if(c(t,s.modeBarButtonsToRemove[e]))return!1;return!0}))),d=s.modeBarButtonsToRemove.concat(h.filter((function(t){for(var e=0;e<s.modeBarButtonsToAdd.length;e++)if(c(t,s.modeBarButtonsToAdd[e]))return!1;return!0}))),v=e._has(\"cartesian\"),g=e._has(\"gl3d\"),y=e._has(\"geo\"),m=e._has(\"pie\"),x=e._has(\"funnelarea\"),b=e._has(\"gl2d\"),_=e._has(\"ternary\"),w=e._has(\"mapbox\"),T=e._has(\"polar\"),k=e._has(\"smith\"),A=e._has(\"sankey\"),M=function(t){for(var e=n.list({_fullLayout:t},null,!0),r=0;r<e.length;r++)if(!e[r].fixedrange)return!1;return!0}(e),S=o(e.hovermode),E=[];function L(t){if(t.length){for(var e=[],r=0;r<t.length;r++){for(var n=t[r],i=l[n],a=i.name.toLowerCase(),o=(i._cat||i.name).toLowerCase(),s=!1,u=0;u<d.length;u++){var c=d[u].toLowerCase();if(c===a||c===o){s=!0;break}}s||e.push(l[n])}E.push(e)}}var C=[\"toImage\"];s.showEditInChartStudio?C.push(\"editInChartStudio\"):s.showSendToCloud&&C.push(\"sendDataToCloud\"),L(C);var P=[],O=[],I=[],z=[];(v||b||m||x||_)+y+g+w+T+k>1?(O=[\"toggleHover\"],I=[\"resetViews\"]):y?(P=[\"zoomInGeo\",\"zoomOutGeo\"],O=[\"hoverClosestGeo\"],I=[\"resetGeo\"]):g?(O=[\"hoverClosest3d\"],I=[\"resetCameraDefault3d\",\"resetCameraLastSave3d\"]):w?(P=[\"zoomInMapbox\",\"zoomOutMapbox\"],O=[\"toggleHover\"],I=[\"resetViewMapbox\"]):b?O=[\"hoverClosestGl2d\"]:m?O=[\"hoverClosestPie\"]:A?(O=[\"hoverClosestCartesian\",\"hoverCompareCartesian\"],I=[\"resetViewSankey\"]):O=[\"toggleHover\"],v&&(O=[\"toggleSpikelines\",\"hoverClosestCartesian\",\"hoverCompareCartesian\"]),(function(t){for(var e=0;e<t.length;e++)if(!a.traceIs(t[e],\"noHover\"))return!1;return!0}(r)||S)&&(O=[]),!v&&!b||M||(P=[\"zoomIn2d\",\"zoomOut2d\",\"autoScale2d\"],\"resetViews\"!==I[0]&&(I=[\"resetScale2d\"])),g?z=[\"zoom3d\",\"pan3d\",\"orbitRotation\",\"tableRotation\"]:(v||b)&&!M||_?z=[\"zoom2d\",\"pan2d\"]:w||y?z=[\"pan2d\"]:T&&(z=[\"zoom2d\"]),function(t){for(var e=!1,r=0;r<t.length&&!e;r++){var n=t[r];n._module&&n._module.selectPoints&&(a.traceIs(n,\"scatter-like\")?(i.hasMarkers(n)||i.hasText(n))&&(e=!0):a.traceIs(n,\"box-violin\")&&\"all\"!==n.boxpoints&&\"all\"!==n.points||(e=!0))}return e}(r)&&z.push(\"select2d\",\"lasso2d\");var D=[],R=function(t){-1===D.indexOf(t)&&-1!==O.indexOf(t)&&D.push(t)};if(Array.isArray(p)){for(var F=[],B=0;B<p.length;B++){var N=p[B];\"string\"==typeof N?(N=N.toLowerCase(),-1!==u.indexOf(N)?(e._has(\"mapbox\")||e._has(\"cartesian\"))&&z.push(N):\"togglespikelines\"===N?R(\"toggleSpikelines\"):\"togglehover\"===N?R(\"toggleHover\"):\"hovercompare\"===N?R(\"hoverCompareCartesian\"):\"hoverclosest\"===N?(R(\"hoverClosestCartesian\"),R(\"hoverClosestGeo\"),R(\"hoverClosest3d\"),R(\"hoverClosestGl2d\"),R(\"hoverClosestPie\")):\"v1hovermode\"===N&&(R(\"toggleHover\"),R(\"hoverClosestCartesian\"),R(\"hoverCompareCartesian\"),R(\"hoverClosestGeo\"),R(\"hoverClosest3d\"),R(\"hoverClosestGl2d\"),R(\"hoverClosestPie\"))):F.push(N)}p=F}return L(z),L(P.concat(I)),L(D),function(t,e){if(e.length)if(Array.isArray(e[0]))for(var r=0;r<e.length;r++)t.push(e[r]);else t.push(e);return t}(E,p)}(t),f?f.update(t,h):e._modeBar=s(t,h)}else f&&(f.destroy(),delete e._modeBar)}},66400:function(t,e,r){\"use strict\";var n=r(33428),i=r(38248),a=r(3400),o=r(9224),s=r(25788).version,l=new DOMParser;function u(t){this.container=t.container,this.element=document.createElement(\"div\"),this.update(t.graphInfo,t.buttons),this.container.appendChild(this.element)}var c=u.prototype;c.update=function(t,e){this.graphInfo=t;var r=this.graphInfo._context,n=this.graphInfo._fullLayout,i=\"modebar-\"+n._uid;this.element.setAttribute(\"id\",i),this._uid=i,this.element.className=\"modebar\",\"hover\"===r.displayModeBar&&(this.element.className+=\" modebar--hover ease-bg\"),\"v\"===n.modebar.orientation&&(this.element.className+=\" vertical\",e=e.reverse());var o=n.modebar,s=\"hover\"===r.displayModeBar?\".js-plotly-plot .plotly:hover 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t.svg&&(e=l.parseFromString(t.svg,\"application/xml\").childNodes[0]),e.setAttribute(\"height\",\"1em\"),e.setAttribute(\"width\",\"1em\"),e},c.updateActiveButton=function(t){var e=this.graphInfo._fullLayout,r=void 0!==t?t.getAttribute(\"data-attr\"):null;this.buttonElements.forEach((function(t){var i=t.getAttribute(\"data-val\")||!0,o=t.getAttribute(\"data-attr\"),s=\"true\"===t.getAttribute(\"data-toggle\"),l=n.select(t);if(s)o===r&&l.classed(\"active\",!l.classed(\"active\"));else{var u=null===o?o:a.nestedProperty(e,o).get();l.classed(\"active\",u===i)}}))},c.hasButtons=function(t){var e=this.buttons;if(!e)return!1;if(t.length!==e.length)return!1;for(var r=0;r<t.length;++r){if(t[r].length!==e[r].length)return!1;for(var n=0;n<t[r].length;n++)if(t[r][n].name!==e[r][n].name)return!1}return!0},c.getLogo=function(){var t=this.createGroup(),e=document.createElement(\"a\");return e.href=\"https://plotly.com/\",e.target=\"_blank\",e.setAttribute(\"data-title\",a._(this.graphInfo,\"Produced 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n=r(25376),i=r(22548),a=(0,r(31780).templatedArray)(\"button\",{visible:{valType:\"boolean\",dflt:!0,editType:\"plot\"},step:{valType:\"enumerated\",values:[\"month\",\"year\",\"day\",\"hour\",\"minute\",\"second\",\"all\"],dflt:\"month\",editType:\"plot\"},stepmode:{valType:\"enumerated\",values:[\"backward\",\"todate\"],dflt:\"backward\",editType:\"plot\"},count:{valType:\"number\",min:0,dflt:1,editType:\"plot\"},label:{valType:\"string\",editType:\"plot\"},editType:\"plot\"});t.exports={visible:{valType:\"boolean\",editType:\"plot\"},buttons:a,x:{valType:\"number\",min:-2,max:3,editType:\"plot\"},xanchor:{valType:\"enumerated\",values:[\"auto\",\"left\",\"center\",\"right\"],dflt:\"left\",editType:\"plot\"},y:{valType:\"number\",min:-2,max:3,editType:\"plot\"},yanchor:{valType:\"enumerated\",values:[\"auto\",\"top\",\"middle\",\"bottom\"],dflt:\"bottom\",editType:\"plot\"},font:n({editType:\"plot\"}),bgcolor:{valType:\"color\",dflt:i.lightLine,editType:\"plot\"},activecolor:{valType:\"color\",editType:\"plot\"},bordercolor:{valType:\"color\",dflt:i.defaultLine,editType:\"plot\"},borderwidth:{valType:\"number\",min:0,dflt:0,editType:\"plot\"},editType:\"plot\"}},85984:function(t){\"use 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g=d(\"bgcolor\");d(\"activecolor\",i.contrast(g,l.lightAmount,l.darkAmount)),d(\"bordercolor\"),d(\"borderwidth\")}}},50216:function(t,e,r){\"use strict\";var n=r(33428),i=r(24040),a=r(7316),o=r(76308),s=r(43616),l=r(3400),u=l.strTranslate,c=r(72736),f=r(79811),h=r(84284),p=h.LINE_SPACING,d=h.FROM_TL,v=h.FROM_BR,g=r(85984),y=r(48040);function m(t){return t._id}function x(t,e,r){var n=l.ensureSingle(t,\"rect\",\"selector-rect\",(function(t){t.attr(\"shape-rendering\",\"crispEdges\")}));n.attr({rx:g.rx,ry:g.ry}),n.call(o.stroke,e.bordercolor).call(o.fill,function(t,e){return e._isActive||e._isHovered?t.activecolor:t.bgcolor}(e,r)).style(\"stroke-width\",e.borderwidth+\"px\")}function b(t,e,r,n){var i,a;l.ensureSingle(t,\"text\",\"selector-text\",(function(t){t.attr(\"text-anchor\",\"middle\")})).call(s.font,e.font).text((i=r,a=n._fullLayout._meta,i.label?a?l.templateString(i.label,a):i.label:\"all\"===i.step?\"all\":i.count+i.step.charAt(0))).call((function(t){c.convertToTspans(t,n)}))}t.exports=function(t){var e=t._fullLayout._infolayer.selectAll(\".rangeselector\").data(function(t){for(var e=f.list(t,\"x\",!0),r=[],n=0;n<e.length;n++){var i=e[n];i.rangeselector&&i.rangeselector.visible&&r.push(i)}return r}(t),m);e.enter().append(\"g\").classed(\"rangeselector\",!0),e.exit().remove(),e.style({cursor:\"pointer\",\"pointer-events\":\"all\"}),e.each((function(e){var r=n.select(this),o=e,f=o.rangeselector,h=r.selectAll(\"g.button\").data(l.filterVisible(f.buttons));h.enter().append(\"g\").classed(\"button\",!0),h.exit().remove(),h.each((function(e){var r=n.select(this),a=y(o,e);e._isActive=function(t,e,r){if(\"all\"===e.step)return!0===t.autorange;var n=Object.keys(r);return t.range[0]===r[n[0]]&&t.range[1]===r[n[1]]}(o,e,a),r.call(x,f,e),r.call(b,f,e,t),r.on(\"click\",(function(){t._dragged||i.call(\"_guiRelayout\",t,a)})),r.on(\"mouseover\",(function(){e._isHovered=!0,r.call(x,f,e)})),r.on(\"mouseout\",(function(){e._isHovered=!1,r.call(x,f,e)}))})),function(t,e,r,i,o){var f=0,h=0,y=r.borderwidth;e.each((function(){var t=n.select(this).select(\".selector-text\"),e=r.font.size*p,i=Math.max(e*c.lineCount(t),16)+3;h=Math.max(h,i)})),e.each((function(){var t=n.select(this),e=t.select(\".selector-rect\"),i=t.select(\".selector-text\"),a=i.node()&&s.bBox(i.node()).width,o=r.font.size*p,l=c.lineCount(i),d=Math.max(a+10,g.minButtonWidth);t.attr(\"transform\",u(y+f,y)),e.attr({x:0,y:0,width:d,height:h}),c.positionText(i,d/2,h/2-(l-1)*o/2+3),f+=d+5}));var m=t._fullLayout._size,x=m.l+m.w*r.x,b=m.t+m.h*(1-r.y),_=\"left\";l.isRightAnchor(r)&&(x-=f,_=\"right\"),l.isCenterAnchor(r)&&(x-=f/2,_=\"center\");var w=\"top\";l.isBottomAnchor(r)&&(b-=h,w=\"bottom\"),l.isMiddleAnchor(r)&&(b-=h/2,w=\"middle\"),f=Math.ceil(f),h=Math.ceil(h),x=Math.round(x),b=Math.round(b),a.autoMargin(t,i+\"-range-selector\",{x:r.x,y:r.y,l:f*d[_],r:f*v[_],b:h*v[w],t:h*d[w]}),o.attr(\"transform\",u(x,b))}(t,h,f,o._name,r)}))}},48040:function(t,e,r){\"use strict\";var n=r(73220),i=r(3400).titleCase;t.exports=function(t,e){var r=t._name,a={};if(\"all\"===e.step)a[r+\".autorange\"]=!0;else{var o=function(t,e){var r,a=t.range,o=new Date(t.r2l(a[1])),s=e.step,l=n[\"utc\"+i(s)],u=e.count;switch(e.stepmode){case\"backward\":r=t.l2r(+l.offset(o,-u));break;case\"todate\":var c=l.offset(o,-u);r=t.l2r(+l.ceil(c))}return[r,a[1]]}(t,e);a[r+\".range[0]\"]=o[0],a[r+\".range[1]\"]=o[1]}return a}},41152:function(t,e,r){\"use strict\";t.exports={moduleType:\"component\",name:\"rangeselector\",schema:{subplots:{xaxis:{rangeselector:r(26680)}}},layoutAttributes:r(26680),handleDefaults:r(22148),draw:r(50216)}},11200:function(t,e,r){\"use 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n=r(3400),i=r(31780),a=r(79811),o=r(11200),s=r(10936);t.exports=function(t,e,r){var l=t[r],u=e[r];if(l.rangeslider||e._requestRangeslider[u._id]){n.isPlainObject(l.rangeslider)||(l.rangeslider={});var c,f,h=l.rangeslider,p=i.newContainer(u,\"rangeslider\");if(_(\"visible\")){_(\"bgcolor\",e.plot_bgcolor),_(\"bordercolor\"),_(\"borderwidth\"),_(\"thickness\"),_(\"autorange\",!u.isValidRange(h.range)),_(\"range\");var d=e._subplots;if(d)for(var v=d.cartesian.filter((function(t){return t.substr(0,t.indexOf(\"y\"))===a.name2id(r)})).map((function(t){return t.substr(t.indexOf(\"y\"),t.length)})),g=n.simpleMap(v,a.id2name),y=0;y<g.length;y++){var m=g[y];c=h[m]||{},f=i.newContainer(p,m,\"yaxis\");var x,b=e[m];c.range&&b.isValidRange(c.range)&&(x=\"fixed\"),\"match\"!==w(\"rangemode\",x)&&w(\"range\",b.range.slice())}p._input=h}}function _(t,e){return n.coerce(h,p,o,t,e)}function w(t,e){return n.coerce(c,f,s,t,e)}}},20060:function(t,e,r){\"use strict\";var n=r(33428),i=r(24040),a=r(7316),o=r(3400),s=o.strTranslate,l=r(43616),u=r(76308),c=r(81668),f=r(57952),h=r(79811),p=r(86476),d=r(93972),v=r(74636);function g(t){return\"number\"==typeof t.clientX?t.clientX:t.touches&&t.touches.length>0?t.touches[0].clientX:0}function y(t,e,r,n){var i=o.ensureSingle(t,\"rect\",v.bgClassName,(function(t){t.attr({x:0,y:0,\"shape-rendering\":\"crispEdges\"})})),a=n.borderwidth%2==0?n.borderwidth:n.borderwidth-1,c=-n._offsetShift,f=l.crispRound(e,n.borderwidth);i.attr({width:n._width+a,height:n._height+a,transform:s(c,c),\"stroke-width\":f}).call(u.stroke,n.bordercolor).call(u.fill,n.bgcolor)}function m(t,e,r,n){var i=e._fullLayout;o.ensureSingleById(i._topdefs,\"clipPath\",n._clipId,(function(t){t.append(\"rect\").attr({x:0,y:0})})).select(\"rect\").attr({width:n._width,height:n._height})}function x(t,e,r,i){var s,u=e.calcdata,c=t.selectAll(\"g.\"+v.rangePlotClassName).data(r._subplotsWith,o.identity);c.enter().append(\"g\").attr(\"class\",(function(t){return v.rangePlotClassName+\" \"+t})).call(l.setClipUrl,i._clipId,e),c.order(),c.exit().remove(),c.each((function(t,o){var l=n.select(this),c=0===o,p=h.getFromId(e,t,\"y\"),d=p._name,v=i[d],g={data:[],layout:{xaxis:{type:r.type,domain:[0,1],range:i.range.slice(),calendar:r.calendar},width:i._width,height:i._height,margin:{t:0,b:0,l:0,r:0}},_context:e._context};r.rangebreaks&&(g.layout.xaxis.rangebreaks=r.rangebreaks),g.layout[d]={type:p.type,domain:[0,1],range:\"match\"!==v.rangemode?v.range.slice():p.range.slice(),calendar:p.calendar},p.rangebreaks&&(g.layout[d].rangebreaks=p.rangebreaks),a.supplyDefaults(g);var y=g._fullLayout.xaxis,m=g._fullLayout[d];y.clearCalc(),y.setScale(),m.clearCalc(),m.setScale();var x={id:t,plotgroup:l,xaxis:y,yaxis:m,isRangePlot:!0};c?s=x:(x.mainplot=\"xy\",x.mainplotinfo=s),f.rangePlot(e,x,function(t,e){for(var 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T,k=o.simpleMap(l.range,r.r2l),A=o.simpleMap(r.range,r.r2l);T=A[0]<A[1]?[Math.min(k[0],A[0]),Math.max(k[1],A[1])]:[Math.max(k[0],A[0]),Math.min(k[1],A[1])],l.range=l._input.range=o.simpleMap(T,r.l2r)}r.cleanRange(\"rangeslider.range\");var M=e._size,S=r.domain;l._width=M.w*(S[1]-S[0]);var E=Math.round(M.l+M.w*S[0]),L=Math.round(M.t+M.h*(1-r._counterDomainMin)+(\"bottom\"===r.side?r._depth:0)+l._offsetShift+v.extraPad);a.attr(\"transform\",s(E,L)),l._rl=o.simpleMap(l.range,r.r2l);var C=l._rl[0],P=l._rl[1],O=P-C;if(l.p2d=function(t){return t/l._width*O+C},l.d2p=function(t){return(t-C)/O*l._width},r.rangebreaks){var I=r.locateBreaks(C,P);if(I.length){var z,D,R=0;for(z=0;z<I.length;z++)R+=(D=I[z]).max-D.min;var F=l._width/(P-C-R),B=[-F*C];for(z=0;z<I.length;z++)D=I[z],B.push(B[B.length-1]-F*(D.max-D.min));for(l.d2p=function(t){for(var e=B[0],r=0;r<I.length;r++){var n=I[r];if(t>=n.max)e=B[r+1];else if(t<n.min)break}return 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r=t._fullLayout,n=e[s],l=e._id.charAt(0),u=0,c=0;return\"bottom\"===e.side&&(u=e._depth,e.title.text!==r._dfltTitle[l]&&(c=1.5*e.title.font.size+10+n._offsetShift,c+=(e.title.text.match(i.BR_TAG_ALL)||[]).length*e.title.font.size*o)),{x:0,y:e._counterDomainMin,l:0,r:0,t:0,b:n._height+u+Math.max(r.margin.b,c),pad:a.extraPad+2*n._offsetShift}}},49692:function(t,e,r){\"use strict\";var n=r(3400),i=r(11200),a=r(10936),o=r(97944);t.exports={moduleType:\"component\",name:\"rangeslider\",schema:{subplots:{xaxis:{rangeslider:n.extendFlat({},i,{yaxis:a})}}},layoutAttributes:r(11200),handleDefaults:r(94040),calcAutorange:r(26652),draw:r(20060),isVisible:o.isVisible,makeData:o.makeData,autoMarginOpts:o.autoMarginOpts}},10936:function(t){\"use 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strict\";t.exports={BENDPX:1.5,MINSELECT:12,SELECTDELAY:100,SELECTID:\"-select\"}},74224:function(t,e,r){\"use strict\";var n=r(3400),i=r(54460),a=r(51272),o=r(93956),s=r(65152);function l(t,e,r){function a(r,i){return n.coerce(t,e,o,r,i)}var l=a(\"path\"),u=\"path\"!==a(\"type\",l?\"path\":\"rect\");u&&delete e.path,a(\"opacity\"),a(\"line.color\"),a(\"line.width\"),a(\"line.dash\");for(var c=[\"x\",\"y\"],f=0;f<2;f++){var h,p,d,v=c[f],g={_fullLayout:r},y=i.coerceRef(t,e,g,v);if((h=i.getFromId(g,y))._selectionIndices.push(e._index),d=s.rangeToShapePosition(h),p=s.shapePositionToRange(h),u){var m=v+\"0\",x=v+\"1\",b=t[m],_=t[x];t[m]=p(t[m],!0),t[x]=p(t[x],!0),i.coercePosition(e,g,a,y,m),i.coercePosition(e,g,a,y,x);var w=e[m],T=e[x];void 0!==w&&void 0!==T&&(e[m]=d(w),e[x]=d(T),t[m]=b,t[x]=_)}}u&&n.noneOrAll(t,e,[\"x0\",\"x1\",\"y0\",\"y1\"])}t.exports=function(t,e){a(t,e,{name:\"selections\",handleItemDefaults:l});for(var r=e.selections,n=0;n<r.length;n++){var i=r[n];i&&void 0===i.path&&(void 0!==i.x0&&void 0!==i.x1&&void 0!==i.y0&&void 0!==i.y1||(e.selections[n]=null))}}},23640:function(t,e,r){\"use strict\";var n=r(9856).readPaths,i=r(55496),a=r(1936).clearOutlineControllers,o=r(76308),s=r(43616),l=r(31780).arrayEditor,u=r(65152),c=u.getPathString;function f(t){var e=t._fullLayout;for(var r in a(t),e._selectionLayer.selectAll(\"path\").remove(),e._plots){var n=e._plots[r].selectionLayer;n&&n.selectAll(\"path\").remove()}for(var i=0;i<e.selections.length;i++)p(t,i)}function h(t){return t._context.editSelection}function p(t,e){t._fullLayout._paperdiv.selectAll('.selectionlayer [data-index=\"'+e+'\"]').remove();var r=u.makeSelectionsOptionsAndPlotinfo(t,e),a=r.options,p=r.plotinfo;a._input&&function(r){var u=c(t,a),g={\"data-index\":e,\"fill-rule\":\"evenodd\",d:u},y=a.opacity,m=\"rgba(0,0,0,0)\",x=a.line.color||o.contrast(t._fullLayout.plot_bgcolor),b=a.line.width,_=a.line.dash;b||(b=5,_=\"solid\");var w=h(t)&&t._fullLayout._activeSelectionIndex===e;w&&(m=t._fullLayout.activeselection.fillcolor,y=t._fullLayout.activeselection.opacity);for(var T=[],k=1;k>=0;k--){var A=r.append(\"path\").attr(g).style(\"opacity\",k?.1:y).call(o.stroke,x).call(o.fill,m).call(s.dashLine,k?\"solid\":_,k?4+b:b);if(d(A,t,a),w){var M=l(t.layout,\"selections\",a);A.style({cursor:\"move\"});var S={element:A.node(),plotinfo:p,gd:t,editHelpers:M,isActiveSelection:!0},E=n(u,t);i(E,A,S)}else A.style(\"pointer-events\",k?\"all\":\"none\");T[k]=A}var L=T[0];T[1].node().addEventListener(\"click\",(function(){return function(t,e){if(h(t)){var r=+e.node().getAttribute(\"data-index\");if(r>=0){if(r===t._fullLayout._activeSelectionIndex)return void v(t);t._fullLayout._activeSelectionIndex=r,t._fullLayout._deactivateSelection=v,f(t)}}}(t,L)}))}(t._fullLayout._selectionLayer)}function d(t,e,r){var n=r.xref+r.yref;s.setClipUrl(t,\"clip\"+e._fullLayout._uid+n,e)}function v(t){h(t)&&t._fullLayout._activeSelectionIndex>=0&&(a(t),delete t._fullLayout._activeSelectionIndex,f(t))}t.exports={draw:f,drawOne:p,activateLastSelection:function(t){if(h(t)){var e=t._fullLayout.selections.length-1;t._fullLayout._activeSelectionIndex=e,t._fullLayout._deactivateSelection=v,f(t)}}}},34200:function(t,e,r){\"use strict\";var n=r(98192).u,i=r(92880).extendFlat;t.exports={newselection:{mode:{valType:\"enumerated\",values:[\"immediate\",\"gradual\"],dflt:\"immediate\",editType:\"none\"},line:{color:{valType:\"color\",editType:\"none\"},width:{valType:\"number\",min:1,dflt:1,editType:\"none\"},dash:i({},n,{dflt:\"dot\",editType:\"none\"}),editType:\"none\"},editType:\"none\"},activeselection:{fillcolor:{valType:\"color\",dflt:\"rgba(0,0,0,0)\",editType:\"none\"},opacity:{valType:\"number\",min:0,max:1,dflt:.5,editType:\"none\"},editType:\"none\"}}},81004:function(t){\"use 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m,x=o(a,u,f,d),b={xref:h._id,yref:p._id,opacity:c.opacity,line:{color:c.line.color,width:c.line.width,dash:c.line.dash}};1===x.length&&(m=x[0]),m&&5===m.length&&\"select\"===v?(b.type=\"rect\",b.x0=m[0][1],b.y0=m[0][2],b.x1=m[2][1],b.y1=m[2][2]):(b.type=\"path\",h&&p&&l(x,h,p),b.path=s(x),m=null),i(u);for(var _=e.editHelpers,w=(_||{}).modifyItem,T=[],k=0;k<g.length;k++){var A=u._fullLayout.selections[k];if(A){if(T[k]=A._input,void 0!==d&&k===u._fullLayout._activeSelectionIndex){var M=b;switch(A.type){case\"rect\":w(\"x0\",M.x0),w(\"x1\",M.x1),w(\"y0\",M.y0),w(\"y1\",M.y1);break;case\"path\":w(\"path\",M.path)}}}else T[k]=A}return void 0===d?(T.push(b),T):_?_.getUpdateObj():{}}}}},5840:function(t,e,r){\"use strict\";var n=r(3400).strTranslate;function i(t,e){switch(t.type){case\"log\":return t.p2d(e);case\"date\":return t.p2r(e,0,t.calendar);default:return t.p2r(e)}}t.exports={p2r:i,r2p:function(t,e){switch(t.type){case\"log\":return t.d2p(e);case\"date\":return t.r2p(e,0,t.calendar);default:return t.r2p(e)}},axValue:function(t){var e=\"y\"===t._id.charAt(0)?1:0;return function(r){return i(t,r[e])}},getTransform:function(t){return n(t.xaxis._offset,t.yaxis._offset)}}},22676:function(t,e,r){\"use strict\";var n=r(23640),i=r(43156);t.exports={moduleType:\"component\",name:\"selections\",layoutAttributes:r(93956),supplyLayoutDefaults:r(74224),supplyDrawNewSelectionDefaults:r(81004),includeBasePlot:r(36632)(\"selections\"),draw:n.draw,drawOne:n.drawOne,reselect:i.reselect,prepSelect:i.prepSelect,clearOutline:i.clearOutline,clearSelectionsCache:i.clearSelectionsCache,selectOnClick:i.selectOnClick}},43156:function(t,e,r){\"use strict\";var n=r(14756),i=r(61456),a=r(24040),o=r(43616).dashStyle,s=r(76308),l=r(93024),u=r(10624).makeEventData,c=r(72760),f=c.freeMode,h=c.rectMode,p=c.drawMode,d=c.openMode,v=c.selectMode,g=r(65152),y=r(85448),m=r(55496),x=r(1936).clearOutline,b=r(9856),_=b.handleEllipse,w=b.readPaths,T=r(93940).newShapes,k=r(5968),A=r(23640).activateLastSelection,M=r(3400),S=M.sorterAsc,E=r(92065),L=r(91200),C=r(79811).getFromId,P=r(73696),O=r(39172).redrawReglTraces,I=r(83280),z=I.MINSELECT,D=E.filter,R=E.tester,F=r(5840),B=F.p2r,N=F.axValue,j=F.getTransform;function U(t){return void 0!==t.subplot}function V(t,e,r,n,i,a,o){var s,l,u,c,f,h,p,v,g,y=e._hoverdata,x=e._fullLayout.clickmode.indexOf(\"event\")>-1,b=[];if(function(t){return t&&Array.isArray(t)&&!0!==t[0].hoverOnBox}(y)){W(t,e,a);var _=function(t,e){var r,n,i=t[0],a=-1,o=[];for(n=0;n<e.length;n++)if(r=e[n],i.fullData._expandedIndex===r.cd[0].trace._expandedIndex){if(!0===i.hoverOnBox)break;void 0!==i.pointNumber?a=i.pointNumber:void 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u,c,f=o.selectAll(\".select-outline-\"+n.id);f&&i._fullLayout._outlining&&(s&&(u=T(f,t)),u&&a.call(\"_guiRelayout\",i,{shapes:u}),l&&!U(t)&&(c=k(f,t)),c&&(i._fullLayout._noEmitSelectedAtStart=!0,a.call(\"_guiRelayout\",i,{selections:c}).then((function(){e&&A(i)}))),i._fullLayout._outlining=!1)}n.selection={},n.selection.selectionDefs=t.selectionDefs=[],n.selection.mergedPolygons=t.mergedPolygons=[]}function X(t){return t._id}function Z(t,e,r,n){if(!t.calcdata)return[];var i,a,o,s=[],l=e.map(X),u=r.map(X);for(o=0;o<t.calcdata.length;o++)if(!0===(a=(i=t.calcdata[o])[0].trace).visible&&a._module&&a._module.selectPoints)if(!U({subplot:n})||a.subplot!==n&&a.geo!==n)if(\"splom\"===a.type){if(a._xaxes[l[0]]&&a._yaxes[u[0]]){var c=K(a._module,i,e[0],r[0]);c.scene=t._fullLayout._splomScenes[a.uid],s.push(c)}}else if(\"sankey\"===a.type){var 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if(\"path\"===s.type)for(var T=s.path.split(\"Z\"),k=[],A=0;A<T.length;A++){var M=T[A];if(M){M+=\"Z\";var S=g.extractPathCoords(M,y.paramIsX,\"raw\"),E=g.extractPathCoords(M,y.paramIsY,\"raw\");l=1/0,u=-1/0,c=1/0,f=-1/0,h=[];for(var L=0;L<S.length;L++){var P=lt(v,S[L]),O=lt(m,E[L]);h.push([P,O]),l=Math.min(P,l),u=Math.max(P,u),c=Math.min(O,c),f=Math.max(O,f)}h.xmin=l,h.xmax=u,h.ymin=c,h.ymax=f,h.xref=p,h.yref=d,h.subtract=st(h,k),k.push(h),r.push(h)}}}}return r}function st(t,e){for(var r=!1,n=0;n<e.length;n++)for(var a=e[n],o=0;o<t.length;o++)if(i(t[o],a)){r=!r;break}return r}function lt(t,e){return\"date\"===t.type&&(e=e.replace(\"_\",\" \")),\"log\"===t.type?t.c2p(e):t.r2p(e,null,t.calendar)}function ut(t){for(var e=t.length,r=[],n=0;n<e;n++){var 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s=A.selections[o];s.xref!==t||s.yref!==e?n.push(r[o]):i=!0}i&&(k._fullLayout._noEmitSelectedAtStart=!0,a.call(\"_guiRelayout\",k,{selections:n}))}});var Lt=function(t){return t.plotinfo.fillRangeItems||ct(t.xaxes.concat(t.yaxes))}(n);n.moveFn=function(t,e){n._clearSubplotSelections&&(n._clearSubplotSelections(),n._clearSubplotSelections=void 0),lt=Math.max(0,Math.min(yt,ot*t+F)),pt=Math.max(0,Math.min(mt,st*e+B));var r=Math.abs(lt-F),i=Math.abs(pt-B);if(g){var a,o,s;if(b){var 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s=[],u=k._fullLayout.selections,c=0;c<u.length;c++){var f=u[c];f&&(f.xref===i._id&&f.yref===o._id||s.push(f))}s.length<u.length&&(k._fullLayout._noEmitSelectedAtStart=!0,a.call(\"_guiRelayout\",k,{selections:s}))}}}else r.indexOf(\"select\")>-1&&V(e,k,n.xaxes,n.yaxes,n.subplot,n,bt),\"event\"===r&&ft(k,void 0);l.click(k,e,P.id)})).catch(M.error)}},n.doneFn=function(){kt.remove(),L.done(Mt).then((function(){L.clear(Mt),!S&&K&&n.selectionDefs&&(K.subtract=xt,n.selectionDefs.push(K),n.mergedPolygons.length=0,[].push.apply(n.mergedPolygons,X)),(S||x)&&Y(n,S),n.doneFnCompleted&&n.doneFnCompleted(St),b&&ft(k,at)})).catch(M.error)}},clearOutline:x,clearSelectionsCache:Y,selectOnClick:V}},46056:function(t,e,r){\"use strict\";var 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n=r(3400),i=r(54460),a=r(72736),o=r(43616),s=r(9856).readPaths,l=r(65152),u=l.getPathString,c=r(97728),f=r(84284).FROM_TL;t.exports=function(t,e,r,h){if(h.selectAll(\".shape-label\").remove(),r.label.text||r.label.texttemplate){var p;if(r.label.texttemplate){var d={};if(\"path\"!==r.type){var v=i.getFromId(t,r.xref),g=i.getFromId(t,r.yref);for(var y in c){var m=c[y](r,v,g);void 0!==m&&(d[y]=m)}}p=n.texttemplateStringForShapes(r.label.texttemplate,{},t._fullLayout._d3locale,d)}else p=r.label.text;var x,b,_,w,T={\"data-index\":e},k=r.label.font,A=h.append(\"g\").attr(T).classed(\"shape-label\",!0).append(\"text\").attr({\"data-notex\":1}).classed(\"shape-label-text\",!0).text(p);if(r.path){var M=u(t,r),S=s(M,t);x=1/0,_=1/0,b=-1/0,w=-1/0;for(var E=0;E<S.length;E++)for(var L=0;L<S[E].length;L++)for(var C=S[E][L],P=1;P<C.length;P+=2){var O=C[P],I=C[P+1];x=Math.min(x,O),b=Math.max(b,O),_=Math.min(_,I),w=Math.max(w,I)}}else{var 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n,i=t[0][0],o=e.gd,p=i.getAttribute(\"d\"),g=o._fullLayout.newshape,y=e.plotinfo,w=e.isActiveShape,T=y.xaxis,k=y.yaxis,A=!!y.domain||!y.xaxis,M=!!y.domain||!y.yaxis,S=a(r),E=m(p,o,y,w),L={editable:!0,visible:g.visible,name:g.name,showlegend:g.showlegend,legend:g.legend,legendwidth:g.legendwidth,legendgroup:g.legendgroup,legendgrouptitle:{text:g.legendgrouptitle.text,font:g.legendgrouptitle.font},legendrank:g.legendrank,label:g.label,xref:A?\"paper\":T._id,yref:M?\"paper\":k._id,layer:g.layer,opacity:g.opacity,line:{color:g.line.color,width:g.line.width,dash:g.line.dash}};if(S||(L.fillcolor=g.fillcolor,L.fillrule=g.fillrule),1===E.length&&(n=E[0]),n&&5===n.length&&\"drawrect\"===r)L.type=\"rect\",L.x0=n[0][1],L.y0=n[0][2],L.x1=n[2][1],L.y1=n[2][2];else if(n&&\"drawline\"===r)L.type=\"line\",L.x0=n[0][1],L.y0=n[0][2],L.x1=n[1][1],L.y1=n[1][2];else if(n&&\"drawcircle\"===r){L.type=\"circle\";var C=n[s][1],P=n[l][1],O=n[u][1],I=n[c][1],z=n[s][2],D=n[l][2],R=n[u][2],F=n[c][2],B=y.xaxis&&(\"date\"===y.xaxis.type||\"log\"===y.xaxis.type),N=y.yaxis&&(\"date\"===y.yaxis.type||\"log\"===y.yaxis.type);B&&(C=v(y.xaxis,C),P=v(y.xaxis,P),O=v(y.xaxis,O),I=v(y.xaxis,I)),N&&(z=v(y.yaxis,z),D=v(y.yaxis,D),R=v(y.yaxis,R),F=v(y.yaxis,F));var j=(P+I)/2,U=(z+R)/2,V=b({x0:j,y0:U,x1:j+(I-P+O-C)/2*f,y1:U+(F-D+R-z)/2*h});B&&(V.x0=d(y.xaxis,V.x0),V.x1=d(y.xaxis,V.x1)),N&&(V.y0=d(y.yaxis,V.y0),V.y1=d(y.yaxis,V.y1)),L.x0=V.x0,L.y0=V.y0,L.x1=V.x1,L.y1=V.y1}else L.type=\"path\",T&&k&&_(E,T,k),L.path=x(E),n=null;return L}t.exports={newShapes:function(t,e){if(t.length&&t[0][0]){var r=e.gd,n=e.isActiveShape,a=e.dragmode,o=(r.layout||{}).shapes||[];if(!i(a)&&void 0!==n){var s=r._fullLayout._activeShapeIndex;if(s<o.length)switch(r._fullLayout.shapes[s].type){case\"rect\":a=\"drawrect\";break;case\"circle\":a=\"drawcircle\";break;case\"line\":a=\"drawline\";break;case\"path\":var l=o[s].path||\"\";a=\"Z\"===l[l.length-1]?\"drawclosedpath\":\"drawopenpath\"}}var u=w(t,e,a);g(r);for(var c=e.editHelpers,f=(c||{}).modifyItem,h=[],p=0;p<o.length;p++){var d=r._fullLayout.shapes[p];if(h[p]=d._input,void 0!==n&&p===r._fullLayout._activeShapeIndex){var v=u;switch(d.type){case\"line\":case\"rect\":case\"circle\":f(\"x0\",v.x0),f(\"x1\",v.x1),f(\"y0\",v.y0),f(\"y1\",v.y1);break;case\"path\":f(\"path\",v.path)}}}return void 0===n?(h.push(u),h):c?c.getUpdateObj():{}}},createShapeObj:w}},1936:function(t){\"use strict\";t.exports={clearOutlineControllers:function(t){var e=t._fullLayout._zoomlayer;e&&e.selectAll(\".outline-controllers\").remove()},clearOutline:function(t){var e=t._fullLayout._zoomlayer;e&&e.selectAll(\".select-outline\").remove(),t._fullLayout._outlining=!1}}},65152:function(t,e,r){\"use strict\";var n=r(85448),i=r(3400),a=r(54460);e.rangeToShapePosition=function(t){return\"log\"===t.type?t.r2d:function(t){return t}},e.shapePositionToRange=function(t){return\"log\"===t.type?t.d2r:function(t){return t}},e.decodeDate=function(t){return function(e){return e.replace&&(e=e.replace(\"_\",\" \")),t(e)}},e.encodeDate=function(t){return function(e){return t(e).replace(\" \",\"_\")}},e.extractPathCoords=function(t,e,r){var a=[];return t.match(n.segmentRE).forEach((function(t){var o=e[t.charAt(0)].drawn;if(void 0!==o){var s=t.substr(1).match(n.paramRE);if(s&&!(s.length<o)){var l=s[o],u=r?l:i.cleanNumber(l);a.push(u)}}})),a},e.getDataToPixel=function(t,r,n,i){var a,o=t._fullLayout._size;if(r)if(\"domain\"===i)a=function(t){return r._length*(n?1-t:t)+r._offset};else{var s=e.shapePositionToRange(r);a=function(t){return r._offset+r.r2p(s(t,!0))},\"date\"===r.type&&(a=e.decodeDate(a))}else a=n?function(t){return o.t+o.h*(1-t)}:function(t){return o.l+o.w*t};return a},e.getPixelToData=function(t,r,n,i){var a,o=t._fullLayout._size;if(r)if(\"domain\"===i)a=function(t){var e=(t-r._offset)/r._length;return n?1-e:e};else{var s=e.rangeToShapePosition(r);a=function(t){return s(r.p2r(t-r._offset))}}else a=n?function(t){return 1-(t-o.t)/o.h}:function(t){return(t-o.l)/o.w};return a},e.roundPositionForSharpStrokeRendering=function(t,e){var r=1===Math.round(e%2),n=Math.round(t);return r?n+.5:n},e.makeShapesOptionsAndPlotinfo=function(t,e){var r=t._fullLayout.shapes[e]||{},n=t._fullLayout._plots[r.xref+r.yref];return n?n._hadPlotinfo=!0:(n={},r.xref&&\"paper\"!==r.xref&&(n.xaxis=t._fullLayout[r.xref+\"axis\"]),r.yref&&\"paper\"!==r.yref&&(n.yaxis=t._fullLayout[r.yref+\"axis\"])),n.xsizemode=r.xsizemode,n.ysizemode=r.ysizemode,n.xanchor=r.xanchor,n.yanchor=r.yanchor,{options:r,plotinfo:n}},e.makeSelectionsOptionsAndPlotinfo=function(t,e){var r=t._fullLayout.selections[e]||{},n=t._fullLayout._plots[r.xref+r.yref];return n?n._hadPlotinfo=!0:(n={},r.xref&&(n.xaxis=t._fullLayout[r.xref+\"axis\"]),r.yref&&(n.yaxis=t._fullLayout[r.yref+\"axis\"])),{options:r,plotinfo:n}},e.getPathString=function(t,r){var o,s,l,u,c,f,h,p,d=r.type,v=a.getRefType(r.xref),g=a.getRefType(r.yref),y=a.getFromId(t,r.xref),m=a.getFromId(t,r.yref),x=t._fullLayout._size;if(y?\"domain\"===v?s=function(t){return y._offset+y._length*t}:(o=e.shapePositionToRange(y),s=function(t){return y._offset+y.r2p(o(t,!0))}):s=function(t){return x.l+x.w*t},m?\"domain\"===g?u=function(t){return m._offset+m._length*(1-t)}:(l=e.shapePositionToRange(m),u=function(t){return m._offset+m.r2p(l(t,!0))}):u=function(t){return x.t+x.h*(1-t)},\"path\"===d)return y&&\"date\"===y.type&&(s=e.decodeDate(s)),m&&\"date\"===m.type&&(u=e.decodeDate(u)),function(t,e,r){var a=t.path,o=t.xsizemode,s=t.ysizemode,l=t.xanchor,u=t.yanchor;return a.replace(n.segmentRE,(function(t){var a=0,c=t.charAt(0),f=n.paramIsX[c],h=n.paramIsY[c],p=n.numParams[c],d=t.substr(1).replace(n.paramRE,(function(t){return f[a]?t=\"pixel\"===o?e(l)+Number(t):e(t):h[a]&&(t=\"pixel\"===s?r(u)-Number(t):r(t)),++a>p&&(t=\"X\"),t}));return a>p&&(d=d.replace(/[\\s,]*X.*/,\"\"),i.log(\"Ignoring extra params in segment \"+t)),c+d}))}(r,s,u);if(\"pixel\"===r.xsizemode){var b=s(r.xanchor);c=b+r.x0,f=b+r.x1}else c=s(r.x0),f=s(r.x1);if(\"pixel\"===r.ysizemode){var _=u(r.yanchor);h=_-r.y0,p=_-r.y1}else h=u(r.y0),p=u(r.y1);if(\"line\"===d)return\"M\"+c+\",\"+h+\"L\"+f+\",\"+p;if(\"rect\"===d)return\"M\"+c+\",\"+h+\"H\"+f+\"V\"+p+\"H\"+c+\"Z\";var w=(c+f)/2,T=(h+p)/2,k=Math.abs(w-c),A=Math.abs(T-h),M=\"A\"+k+\",\"+A,S=w+k+\",\"+T;return\"M\"+S+M+\" 0 1,1 \"+w+\",\"+(T-A)+M+\" 0 0,1 \"+S+\"Z\"}},41592:function(t,e,r){\"use strict\";var n=r(4016);t.exports={moduleType:\"component\",name:\"shapes\",layoutAttributes:r(46056),supplyLayoutDefaults:r(43712),supplyDrawNewShapeDefaults:r(65144),includeBasePlot:r(36632)(\"shapes\"),calcAutorange:r(96084),draw:n.draw,drawOne:n.drawOne}},97728:function(t){\"use strict\";function e(t,e){return e?e.d2l(t):t}function r(t,e){return e?e.l2d(t):t}function n(t,r){return e(t.x1,r)-e(t.x0,r)}function i(t,r,n){return e(t.y1,n)-e(t.y0,n)}t.exports={x0:function(t){return t.x0},x1:function(t){return t.x1},y0:function(t){return t.y0},y1:function(t){return t.y1},slope:function(t,e,r){return\"line\"!==t.type?void 0:i(t,0,r)/n(t,e)},dx:n,dy:i,width:function(t,e){return Math.abs(n(t,e))},height:function(t,e,r){return Math.abs(i(t,0,r))},length:function(t,e,r){return\"line\"!==t.type?void 0:Math.sqrt(Math.pow(n(t,e),2)+Math.pow(i(t,0,r),2))},xcenter:function(t,n){return r((e(t.x1,n)+e(t.x0,n))/2,n)},ycenter:function(t,n,i){return r((e(t.y1,i)+e(t.y0,i))/2,i)}}},89861:function(t,e,r){\"use strict\";var n=r(25376),i=r(66741),a=r(92880).extendDeepAll,o=r(67824).overrideAll,s=r(85656),l=r(31780).templatedArray,u=r(60876),c=l(\"step\",{visible:{valType:\"boolean\",dflt:!0},method:{valType:\"enumerated\",values:[\"restyle\",\"relayout\",\"animate\",\"update\",\"skip\"],dflt:\"restyle\"},args:{valType:\"info_array\",freeLength:!0,items:[{valType:\"any\"},{valType:\"any\"},{valType:\"any\"}]},label:{valType:\"string\"},value:{valType:\"string\"},execute:{valType:\"boolean\",dflt:!0}});t.exports=o(l(\"slider\",{visible:{valType:\"boolean\",dflt:!0},active:{valType:\"number\",min:0,dflt:0},steps:c,lenmode:{valType:\"enumerated\",values:[\"fraction\",\"pixels\"],dflt:\"fraction\"},len:{valType:\"number\",min:0,dflt:1},x:{valType:\"number\",min:-2,max:3,dflt:0},pad:a(i({editType:\"arraydraw\"}),{},{t:{dflt:20}}),xanchor:{valType:\"enumerated\",values:[\"auto\",\"left\",\"center\",\"right\"],dflt:\"left\"},y:{valType:\"number\",min:-2,max:3,dflt:0},yanchor:{valType:\"enumerated\",values:[\"auto\",\"top\",\"middle\",\"bottom\"],dflt:\"top\"},transition:{duration:{valType:\"number\",min:0,dflt:150},easing:{valType:\"enumerated\",values:s.transition.easing.values,dflt:\"cubic-in-out\"}},currentvalue:{visible:{valType:\"boolean\",dflt:!0},xanchor:{valType:\"enumerated\",values:[\"left\",\"center\",\"right\"],dflt:\"left\"},offset:{valType:\"number\",dflt:10},prefix:{valType:\"string\"},suffix:{valType:\"string\"},font:n({})},font:n({}),activebgcolor:{valType:\"color\",dflt:u.gripBgActiveColor},bgcolor:{valType:\"color\",dflt:u.railBgColor},bordercolor:{valType:\"color\",dflt:u.railBorderColor},borderwidth:{valType:\"number\",min:0,dflt:u.railBorderWidth},ticklen:{valType:\"number\",min:0,dflt:u.tickLength},tickcolor:{valType:\"color\",dflt:u.tickColor},tickwidth:{valType:\"number\",min:0,dflt:1},minorticklen:{valType:\"number\",min:0,dflt:u.minorTickLength}}),\"arraydraw\",\"from-root\")},60876:function(t){\"use strict\";t.exports={name:\"sliders\",containerClassName:\"slider-container\",groupClassName:\"slider-group\",inputAreaClass:\"slider-input-area\",railRectClass:\"slider-rail-rect\",railTouchRectClass:\"slider-rail-touch-rect\",gripRectClass:\"slider-grip-rect\",tickRectClass:\"slider-tick-rect\",inputProxyClass:\"slider-input-proxy\",labelsClass:\"slider-labels\",labelGroupClass:\"slider-label-group\",labelClass:\"slider-label\",currentValueClass:\"slider-current-value\",railHeight:5,menuIndexAttrName:\"slider-active-index\",autoMarginIdRoot:\"slider-\",minWidth:30,minHeight:30,textPadX:40,arrowOffsetX:4,railRadius:2,railWidth:5,railBorder:4,railBorderWidth:1,railBorderColor:\"#bec8d9\",railBgColor:\"#f8fafc\",railInset:8,stepInset:10,gripRadius:10,gripWidth:20,gripHeight:20,gripBorder:20,gripBorderWidth:1,gripBorderColor:\"#bec8d9\",gripBgColor:\"#f6f8fa\",gripBgActiveColor:\"#dbdde0\",labelPadding:8,labelOffset:0,tickWidth:1,tickColor:\"#333\",tickOffset:25,tickLength:7,minorTickOffset:25,minorTickColor:\"#333\",minorTickLength:4,currentValuePadding:8,currentValueInset:0}},8132:function(t,e,r){\"use 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n.coerce(t,e,s,r,i)}if(\"skip\"===t.method||Array.isArray(t.args)?r(\"visible\"):e.visible=!1){r(\"method\"),r(\"args\");var i=r(\"label\",\"step-\"+e._index);r(\"value\",i),r(\"execute\")}}t.exports=function(t,e){i(t,e,{name:o,handleItemDefaults:l})}},79664:function(t,e,r){\"use strict\";var n=r(33428),i=r(7316),a=r(76308),o=r(43616),s=r(3400),l=s.strTranslate,u=r(72736),c=r(31780).arrayEditor,f=r(60876),h=r(84284),p=h.LINE_SPACING,d=h.FROM_TL,v=h.FROM_BR;function g(t){return f.autoMarginIdRoot+t._index}function y(t){return t._index}function m(t,e){var r=o.tester.selectAll(\"g.\"+f.labelGroupClass).data(e._visibleSteps);r.enter().append(\"g\").classed(f.labelGroupClass,!0);var a=0,l=0;r.each((function(t){var r=_(n.select(this),{step:t},e).node();if(r){var i=o.bBox(r);l=Math.max(l,i.height),a=Math.max(a,i.width)}})),r.remove();var c=e._dims={};c.inputAreaWidth=Math.max(f.railWidth,f.gripHeight);var h=t._fullLayout._size;c.lx=h.l+h.w*e.x,c.ly=h.t+h.h*(1-e.y),\"fraction\"===e.lenmode?c.outerLength=Math.round(h.w*e.len):c.outerLength=e.len,c.inputAreaStart=0,c.inputAreaLength=Math.round(c.outerLength-e.pad.l-e.pad.r);var p=(c.inputAreaLength-2*f.stepInset)/(e._stepCount-1),y=a+f.labelPadding;if(c.labelStride=Math.max(1,Math.ceil(y/p)),c.labelHeight=l,c.currentValueMaxWidth=0,c.currentValueHeight=0,c.currentValueTotalHeight=0,c.currentValueMaxLines=1,e.currentvalue.visible){var m=o.tester.append(\"g\");r.each((function(t){var r=x(m,e,t.label),n=r.node()&&o.bBox(r.node())||{width:0,height:0},i=u.lineCount(r);c.currentValueMaxWidth=Math.max(c.currentValueMaxWidth,Math.ceil(n.width)),c.currentValueHeight=Math.max(c.currentValueHeight,Math.ceil(n.height)),c.currentValueMaxLines=Math.max(c.currentValueMaxLines,i)})),c.currentValueTotalHeight=c.currentValueHeight+e.currentvalue.offset,m.remove()}c.height=c.currentValueTotalHeight+f.tickOffset+e.ticklen+f.labelOffset+c.labelHeight+e.pad.t+e.pad.b;var b=\"left\";s.isRightAnchor(e)&&(c.lx-=c.outerLength,b=\"right\"),s.isCenterAnchor(e)&&(c.lx-=c.outerLength/2,b=\"center\");var w=\"top\";s.isBottomAnchor(e)&&(c.ly-=c.height,w=\"bottom\"),s.isMiddleAnchor(e)&&(c.ly-=c.height/2,w=\"middle\"),c.outerLength=Math.ceil(c.outerLength),c.height=Math.ceil(c.height),c.lx=Math.round(c.lx),c.ly=Math.round(c.ly);var T={y:e.y,b:c.height*v[w],t:c.height*d[w]};\"fraction\"===e.lenmode?(T.l=0,T.xl=e.x-e.len*d[b],T.r=0,T.xr=e.x+e.len*v[b]):(T.x=e.x,T.l=c.outerLength*d[b],T.r=c.outerLength*v[b]),i.autoMargin(t,g(e),T)}function x(t,e,r){if(e.currentvalue.visible){var n,i,a=e._dims;switch(e.currentvalue.xanchor){case\"right\":n=a.inputAreaLength-f.currentValueInset-a.currentValueMaxWidth,i=\"left\";break;case\"center\":n=.5*a.inputAreaLength,i=\"middle\";break;default:n=f.currentValueInset,i=\"left\"}var l=s.ensureSingle(t,\"text\",f.labelClass,(function(t){t.attr({\"text-anchor\":i,\"data-notex\":1})})),c=e.currentvalue.prefix?e.currentvalue.prefix:\"\";if(\"string\"==typeof r)c+=r;else{var h=e.steps[e.active].label,d=e._gd._fullLayout._meta;d&&(h=s.templateString(h,d)),c+=h}e.currentvalue.suffix&&(c+=e.currentvalue.suffix),l.call(o.font,e.currentvalue.font).text(c).call(u.convertToTspans,e._gd);var v=u.lineCount(l),g=(a.currentValueMaxLines+1-v)*e.currentvalue.font.size*p;return u.positionText(l,n,g),l}}function b(t,e,r){s.ensureSingle(t,\"rect\",f.gripRectClass,(function(n){n.call(A,e,t,r).style(\"pointer-events\",\"all\")})).attr({width:f.gripWidth,height:f.gripHeight,rx:f.gripRadius,ry:f.gripRadius}).call(a.stroke,r.bordercolor).call(a.fill,r.bgcolor).style(\"stroke-width\",r.borderwidth+\"px\")}function _(t,e,r){var n=s.ensureSingle(t,\"text\",f.labelClass,(function(t){t.attr({\"text-anchor\":\"middle\",\"data-notex\":1})})),i=e.step.label,a=r._gd._fullLayout._meta;return a&&(i=s.templateString(i,a)),n.call(o.font,r.font).text(i).call(u.convertToTspans,r._gd),n}function w(t,e){var r=s.ensureSingle(t,\"g\",f.labelsClass),i=e._dims,a=r.selectAll(\"g.\"+f.labelGroupClass).data(i.labelSteps);a.enter().append(\"g\").classed(f.labelGroupClass,!0),a.exit().remove(),a.each((function(t){var r=n.select(this);r.call(_,t,e),o.setTranslate(r,E(e,t.fraction),f.tickOffset+e.ticklen+e.font.size*p+f.labelOffset+i.currentValueTotalHeight)}))}function T(t,e,r,n,i){var a=Math.round(n*(r._stepCount-1)),o=r._visibleSteps[a]._index;o!==r.active&&k(t,e,r,o,!0,i)}function k(t,e,r,n,a,o){var s=r.active;r.active=n,c(t.layout,f.name,r).applyUpdate(\"active\",n);var l=r.steps[r.active];e.call(S,r,o),e.call(x,r),t.emit(\"plotly_sliderchange\",{slider:r,step:r.steps[r.active],interaction:a,previousActive:s}),l&&l.method&&a&&(e._nextMethod?(e._nextMethod.step=l,e._nextMethod.doCallback=a,e._nextMethod.doTransition=o):(e._nextMethod={step:l,doCallback:a,doTransition:o},e._nextMethodRaf=window.requestAnimationFrame((function(){var r=e._nextMethod.step;r.method&&(r.execute&&i.executeAPICommand(t,r.method,r.args),e._nextMethod=null,e._nextMethodRaf=null)}))))}function A(t,e,r){if(!e._context.staticPlot){var i=r.node(),o=n.select(e);t.on(\"mousedown\",l),t.on(\"touchstart\",l)}function s(){return r.data()[0]}function l(){var t=s();e.emit(\"plotly_sliderstart\",{slider:t});var 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q=n.behavior.drag().on(\"dragstart\",(function(){n.event.sourceEvent.preventDefault(),n.event.sourceEvent.stopPropagation()})).on(\"drag\",this._onBarDrag.bind(this));k&&this.hbar.on(\".drag\",null).call(q),C&&this.vbar.on(\".drag\",null).call(q)}this.setTranslate(e,r)},s.prototype.disable=function(){(this.hbar||this.vbar)&&(this.bg.attr({width:0,height:0}),this.container.on(\"wheel\",null).on(\".drag\",null).call(a.setClipUrl,null),delete this._clipRect),this.hbar&&(this.hbar.on(\".drag\",null),this.hbar.remove(),delete this.hbar,delete this._hbarXMin,delete this._hbarTranslateMax),this.vbar&&(this.vbar.on(\".drag\",null),this.vbar.remove(),delete this.vbar,delete this._vbarYMin,delete this._vbarTranslateMax)},s.prototype._onBoxDrag=function(){var t=this.translateX,e=this.translateY;this.hbar&&(t-=n.event.dx),this.vbar&&(e-=n.event.dy),this.setTranslate(t,e)},s.prototype._onBoxWheel=function(){var 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t.append(\"path\").attr(\"class\",\"zoombox\").style({fill:e>.2?\"rgba(0,0,0,0)\":\"rgba(255,255,255,0)\",\"stroke-width\":0}).attr(\"transform\",u(r,n)).attr(\"d\",i+\"Z\")}function j(t,e,r){return t.append(\"path\").attr(\"class\",\"zoombox-corners\").style({fill:f.background,stroke:f.defaultLine,\"stroke-width\":1,opacity:0}).attr(\"transform\",u(e,r)).attr(\"d\",\"M0,0Z\")}function U(t,e,r,n,i,a){t.attr(\"d\",n+\"M\"+r.l+\",\"+r.t+\"v\"+r.h+\"h\"+r.w+\"v-\"+r.h+\"h-\"+r.w+\"Z\"),V(t,e,i,a)}function V(t,e,r,n){r||(t.transition().style(\"fill\",n>.2?\"rgba(0,0,0,0.4)\":\"rgba(255,255,255,0.3)\").duration(200),e.transition().style(\"opacity\",1).duration(200))}function q(t){n.select(t).selectAll(\".zoombox,.js-zoombox-backdrop,.js-zoombox-menu,.zoombox-corners\").remove()}function H(t){O&&t.data&&t._context.showTips&&(i.notifier(i._(t,\"Double-click to zoom back out\"),\"long\"),O=!1)}function G(t){var e=Math.floor(Math.min(t.b-t.t,t.r-t.l,P)/2);return\"M\"+(t.l-3.5)+\",\"+(t.t-.5+e)+\"h3v\"+-e+\"h\"+e+\"v-3h-\"+(e+3)+\"ZM\"+(t.r+3.5)+\",\"+(t.t-.5+e)+\"h-3v\"+-e+\"h\"+-e+\"v-3h\"+(e+3)+\"ZM\"+(t.r+3.5)+\",\"+(t.b+.5-e)+\"h-3v\"+e+\"h\"+-e+\"v3h\"+(e+3)+\"ZM\"+(t.l-3.5)+\",\"+(t.b+.5-e)+\"h3v\"+e+\"h\"+e+\"v3h-\"+(e+3)+\"Z\"}function W(t,e,r,n,a){for(var o,s,l,u,c=!1,f={},h={},p=(a||{}).xaHash,d=(a||{}).yaHash,v=0;v<e.length;v++){var g=e[v];for(o in r)if(g[o]){for(l in g)a&&(p[l]||d[l])||(\"x\"===l.charAt(0)?r:n)[l]||(f[l]=o);for(s in n)a&&(p[s]||d[s])||!g[s]||(c=!0)}for(s in n)if(g[s])for(u in g)a&&(p[u]||d[u])||(\"x\"===u.charAt(0)?r:n)[u]||(h[u]=s)}c&&(i.extendFlat(f,h),h={});var y={},m=[];for(l in f){var x=k(t,l);m.push(x),y[x._id]=x}var b={},_=[];for(u in h){var w=k(t,u);_.push(w),b[w._id]=w}return{xaHash:y,yaHash:b,xaxes:m,yaxes:_,xLinks:f,yLinks:h,isSubplotConstrained:c}}function Y(t,e){if(s){var r=void 0!==t.onwheel?\"wheel\":\"mousewheel\";t._onwheel&&t.removeEventListener(r,t._onwheel),t._onwheel=e,t.addEventListener(r,e,{passive:!1})}else void 0!==t.onwheel?t.onwheel=e:void 0!==t.onmousewheel?t.onmousewheel=e:t.isAddedWheelEvent||(t.isAddedWheelEvent=!0,t.addEventListener(\"wheel\",e,{passive:!1}))}function X(t){var e=[];for(var r in t)e.push(t[r]);return e}t.exports={makeDragBox:function(t,e,r,s,u,f,v,y){var O,I,V,Z,K,J,$,Q,tt,et,rt,nt,it,at,ot,st,lt,ut,ct,ft,ht,pt,dt,vt=t._fullLayout._zoomlayer,gt=v+y===\"nsew\",yt=1===(v+y).length;function mt(){if(O=e.xaxis,I=e.yaxis,tt=O._length,et=I._length,$=O._offset,Q=I._offset,(V={})[O._id]=O,(Z={})[I._id]=I,v&&y)for(var r=e.overlays,n=0;n<r.length;n++){var i=r[n].xaxis;V[i._id]=i;var a=r[n].yaxis;Z[a._id]=a}K=X(V),J=X(Z),it=D(K,y),at=D(J,v),ot=!at&&!it,nt=W(t,t._fullLayout._axisMatchGroups,V,Z);var o=(rt=W(t,t._fullLayout._axisConstraintGroups,V,Z,nt)).isSubplotConstrained||nt.isSubplotConstrained;st=y||o,lt=v||o;var s=t._fullLayout;ut=s._has(\"scattergl\"),ct=s._has(\"splom\"),ft=s._has(\"svg\")}r+=e.yaxis._shift,mt();var xt=function(t,e,r){return t?\"nsew\"===t?r?\"\":\"pan\"===e?\"move\":\"crosshair\":t.toLowerCase()+\"-resize\":\"pointer\"}(at+it,t._fullLayout.dragmode,gt),bt=z(e,v+y+\"drag\",xt,r,s,u,f);if(ot&&!gt)return bt.onmousedown=null,bt.style.pointerEvents=\"none\",bt;var _t,wt,Tt,kt,At,Mt,St,Et,Lt,Ct,Pt={element:bt,gd:t,plotinfo:e};function Ot(){Pt.plotinfo.selection=!1,M(t)}function It(t,r){var i=Pt.gd;if(i._fullLayout._activeShapeIndex>=0)i._fullLayout._deactivateShape(i);else{var o=i._fullLayout.clickmode;if(q(i),2!==t||yt||Ht(),gt)o.indexOf(\"select\")>-1&&S(r,i,K,J,e.id,Pt),o.indexOf(\"event\")>-1&&p.click(i,r,e.id);else if(1===t&&yt){var s=v?I:O,u=\"s\"===v||\"w\"===y?0:1,f=s._name+\".range[\"+u+\"]\",h=function(t,e){var r,n=t.range[e],i=Math.abs(n-t.range[1-e]);return\"date\"===t.type?n:\"log\"===t.type?(r=Math.ceil(Math.max(0,-Math.log(i)/Math.LN10))+3,a(\".\"+r+\"g\")(Math.pow(10,n))):(r=Math.floor(Math.log(Math.abs(n))/Math.LN10)-Math.floor(Math.log(i)/Math.LN10)+4,a(\".\"+String(r)+\"g\")(n))}(s,u),d=\"left\",g=\"middle\";if(s.fixedrange)return;v?(g=\"n\"===v?\"top\":\"bottom\",\"right\"===s.side&&(d=\"right\")):\"e\"===y&&(d=\"right\"),i._context.showAxisRangeEntryBoxes&&n.select(bt).call(c.makeEditable,{gd:i,immediate:!0,background:i._fullLayout.paper_bgcolor,text:String(h),fill:s.tickfont?s.tickfont.color:\"#444\",horizontalAlign:d,verticalAlign:g}).on(\"edit\",(function(t){var e=s.d2r(t);void 0!==e&&l.call(\"_guiRelayout\",i,f,e)}))}}}function zt(e,r){if(t._transitioningWithDuration)return!1;var n=Math.max(0,Math.min(tt,pt*e+_t)),i=Math.max(0,Math.min(et,dt*r+wt)),a=Math.abs(n-_t),o=Math.abs(i-wt);function s(){St=\"\",Tt.r=Tt.l,Tt.t=Tt.b,Lt.attr(\"d\",\"M0,0Z\")}if(Tt.l=Math.min(_t,n),Tt.r=Math.max(_t,n),Tt.t=Math.min(wt,i),Tt.b=Math.max(wt,i),rt.isSubplotConstrained)a>P||o>P?(St=\"xy\",a/tt>o/et?(o=a*et/tt,wt>i?Tt.t=wt-o:Tt.b=wt+o):(a=o*tt/et,_t>n?Tt.l=_t-a:Tt.r=_t+a),Lt.attr(\"d\",G(Tt))):s();else if(nt.isSubplotConstrained)if(a>P||o>P){St=\"xy\";var l=Math.min(Tt.l/tt,(et-Tt.b)/et),u=Math.max(Tt.r/tt,(et-Tt.t)/et);Tt.l=l*tt,Tt.r=u*tt,Tt.b=(1-l)*et,Tt.t=(1-u)*et,Lt.attr(\"d\",G(Tt))}else s();else!at||o<Math.min(Math.max(.6*a,C),P)?a<C||!it?s():(Tt.t=0,Tt.b=et,St=\"x\",Lt.attr(\"d\",function(t,e){return\"M\"+(t.l-.5)+\",\"+(e-P-.5)+\"h-3v\"+(2*P+1)+\"h3ZM\"+(t.r+.5)+\",\"+(e-P-.5)+\"h3v\"+(2*P+1)+\"h-3Z\"}(Tt,wt))):!it||a<Math.min(.6*o,P)?(Tt.l=0,Tt.r=tt,St=\"y\",Lt.attr(\"d\",function(t,e){return\"M\"+(e-P-.5)+\",\"+(t.t-.5)+\"v-3h\"+(2*P+1)+\"v3ZM\"+(e-P-.5)+\",\"+(t.b+.5)+\"v3h\"+(2*P+1)+\"v-3Z\"}(Tt,_t))):(St=\"xy\",Lt.attr(\"d\",G(Tt)));Tt.w=Tt.r-Tt.l,Tt.h=Tt.b-Tt.t,St&&(Ct=!0),t._dragged=Ct,U(Et,Lt,Tt,At,Mt,kt),Dt(),t.emit(\"plotly_relayouting\",ht),Mt=!0}function Dt(){ht={},\"xy\"!==St&&\"x\"!==St||(R(K,Tt.l/tt,Tt.r/tt,ht,rt.xaxes),Vt(\"x\",ht)),\"xy\"!==St&&\"y\"!==St||(R(J,(et-Tt.b)/et,(et-Tt.t)/et,ht,rt.yaxes),Vt(\"y\",ht))}function Rt(){Dt(),q(t),Gt(),H(t)}Pt.prepFn=function(e,r,n){var a=Pt.dragmode,s=t._fullLayout.dragmode;s!==a&&(Pt.dragmode=s),mt(),pt=t._fullLayout._invScaleX,dt=t._fullLayout._invScaleY,ot||(gt?e.shiftKey?\"pan\"===s?s=\"zoom\":m(s)||(s=\"pan\"):e.ctrlKey&&(s=\"pan\"):s=\"pan\"),x(s)?Pt.minDrag=1:Pt.minDrag=void 0,m(s)?(Pt.xaxes=K,Pt.yaxes=J,A(e,r,n,Pt,s)):(Pt.clickFn=It,m(a)&&Ot(),ot||(\"zoom\"===s?(Pt.moveFn=zt,Pt.doneFn=Rt,Pt.minDrag=1,function(e,r,n){var a=bt.getBoundingClientRect();_t=r-a.left,wt=n-a.top,t._fullLayout._calcInverseTransform(t);var s=i.apply3DTransform(t._fullLayout._invTransform)(_t,wt);_t=s[0],wt=s[1],Tt={l:_t,r:_t,w:0,t:wt,b:wt,h:0},kt=t._hmpixcount?t._hmlumcount/t._hmpixcount:o(t._fullLayout.plot_bgcolor).getLuminance(),Mt=!1,St=\"xy\",Ct=!1,Et=N(vt,kt,$,Q,At=\"M0,0H\"+tt+\"V\"+et+\"H0V0\"),Lt=j(vt,$,Q)}(0,r,n)):\"pan\"===s&&(Pt.moveFn=Ut,Pt.doneFn=Gt))),t._fullLayout._redrag=function(){var e=t._dragdata;if(e&&e.element===bt){var r=t._fullLayout.dragmode;m(r)||(mt(),Wt([0,0,tt,et]),Pt.moveFn(e.dx,e.dy))}}},g.init(Pt);var Ft=[0,0,tt,et],Bt=null,Nt=L.REDRAWDELAY,jt=e.mainplot?t._fullLayout._plots[e.mainplot]:e;function Ut(e,r){if(e*=pt,r*=dt,!t._transitioningWithDuration){if(t._fullLayout._replotting=!0,\"ew\"===it||\"ns\"===at){var n=it?-e:0,i=at?-r:0;if(nt.isSubplotConstrained){if(it&&at){var a=(e/tt-r/et)/2;n=-(e=a*tt),i=-(r=-a*et)}at?n=-i*tt/et:i=-n*et/tt}return it&&(F(K,e),Vt(\"x\")),at&&(F(J,r),Vt(\"y\")),Wt([n,i,tt,et]),qt(),void t.emit(\"plotly_relayouting\",ht)}var o,s,l=\"w\"===it==(\"n\"===at)?1:-1;if(it&&at&&(rt.isSubplotConstrained||nt.isSubplotConstrained)){var u=(e/tt+l*r/et)/2;e=u*tt,r=l*u*et}if(\"w\"===it?e=p(K,0,e):\"e\"===it?e=p(K,1,-e):it||(e=0),\"n\"===at?r=p(J,1,r):\"s\"===at?r=p(J,0,-r):at||(r=0),o=\"w\"===it?e:0,s=\"n\"===at?r:0,rt.isSubplotConstrained&&!nt.isSubplotConstrained||nt.isSubplotConstrained&&it&&at&&l>0){var c;if(nt.isSubplotConstrained||!it&&1===at.length){for(c=0;c<K.length;c++)K[c].range=K[c]._r.slice(),E(K[c],1-r/et);o=(e=r*tt/et)/2}if(nt.isSubplotConstrained||!at&&1===it.length){for(c=0;c<J.length;c++)J[c].range=J[c]._r.slice(),E(J[c],1-e/tt);s=(r=e*et/tt)/2}}nt.isSubplotConstrained&&at||Vt(\"x\"),nt.isSubplotConstrained&&it||Vt(\"y\");var f=tt-e,h=et-r;!nt.isSubplotConstrained||it&&at||(it?(s=o?0:e*et/tt,h=f*et/tt):(o=s?0:r*tt/et,f=h*tt/et)),Wt([o,s,f,h]),qt(),t.emit(\"plotly_relayouting\",ht)}function p(t,e,r){for(var n,i,a=1-e,o=0;o<t.length;o++){var s=t[o];if(!s.fixedrange){n=s,i=s._rl[a]+(s._rl[e]-s._rl[a])/B(r/s._length);var l=s.l2r(i);!1!==l&&void 0!==l&&(s.range[e]=l)}}return n._length*(n._rl[e]-i)/(n._rl[e]-n._rl[a])}}function Vt(t,e){for(var r=nt.isSubplotConstrained?{x:J,y:K}[t]:nt[t+\"axes\"],n=nt.isSubplotConstrained?{x:K,y:J}[t]:[],i=0;i<r.length;i++){var a=r[i],o=a._id,s=nt.xLinks[o]||nt.yLinks[o],l=n[0]||V[s]||Z[s];l&&(e?(e[a._name+\".range[0]\"]=e[l._name+\".range[0]\"],e[a._name+\".range[1]\"]=e[l._name+\".range[1]\"]):a.range=l.range.slice())}}function qt(){var r,n=[];function i(t){for(r=0;r<t.length;r++)t[r].fixedrange||n.push(t[r]._id)}function a(t,e){for(r=0;r<t.length;r++){var i=t[r],a=i[e];i.fixedrange||\"sync\"!==a.tickmode||n.push(a._id)}}for(st&&(i(K),i(rt.xaxes),i(nt.xaxes),a(e.overlays,\"xaxis\")),lt&&(i(J),i(rt.yaxes),i(nt.yaxes),a(e.overlays,\"yaxis\")),ht={},r=0;r<n.length;r++){var o=n[r],s=k(t,o);d.drawOne(t,s,{skipTitle:!0}),ht[s._name+\".range[0]\"]=s.range[0],ht[s._name+\".range[1]\"]=s.range[1]}d.redrawComponents(t,n)}function Ht(){if(!t._transitioningWithDuration){var e=t._context.doubleClick,r=[];it&&(r=r.concat(K)),at&&(r=r.concat(J)),nt.xaxes&&(r=r.concat(nt.xaxes)),nt.yaxes&&(r=r.concat(nt.yaxes));var n,i,a={};if(\"reset+autosize\"===e)for(e=\"autosize\",i=0;i<r.length;i++){var o=(n=r[i])._rangeInitial0,s=n._rangeInitial1,u=void 0!==o||void 0!==s;if(u&&(void 0!==o&&o!==n.range[0]||void 0!==s&&s!==n.range[1])||!u&&!0!==n.autorange){e=\"reset\";break}}if(\"autosize\"===e)for(i=0;i<r.length;i++)(n=r[i]).fixedrange||(a[n._name+\".autorange\"]=!0);else if(\"reset\"===e)for((it||rt.isSubplotConstrained)&&(r=r.concat(rt.xaxes)),at&&!rt.isSubplotConstrained&&(r=r.concat(rt.yaxes)),rt.isSubplotConstrained&&(it?at||(r=r.concat(J)):r=r.concat(K)),i=0;i<r.length;i++)if(!(n=r[i]).fixedrange){var c=n._name,f=n._autorangeInitial;void 0===n._rangeInitial0&&void 0===n._rangeInitial1?a[c+\".autorange\"]=!0:void 0===n._rangeInitial0?(a[c+\".autorange\"]=f,a[c+\".range\"]=[null,n._rangeInitial1]):void 0===n._rangeInitial1?(a[c+\".range\"]=[n._rangeInitial0,null],a[c+\".autorange\"]=f):a[c+\".range\"]=[n._rangeInitial0,n._rangeInitial1]}t.emit(\"plotly_doubleclick\",null),l.call(\"_guiRelayout\",t,a)}}function Gt(){Wt([0,0,tt,et]),i.syncOrAsync([T.previousPromises,function(){t._fullLayout._replotting=!1,l.call(\"_guiRelayout\",t,ht)}],t)}function Wt(e){var r,n,a,o,s=t._fullLayout,u=s._plots,c=s._subplots.cartesian;if(ct&&l.subplotsRegistry.splom.drag(t),ut)for(r=0;r<c.length;r++)if(a=(n=u[c[r]]).xaxis,o=n.yaxis,n._scene){var f=i.simpleMap(a.range,a.r2l),p=i.simpleMap(o.range,o.r2l);a.limitRange&&a.limitRange(),o.limitRange&&o.limitRange(),f=a.range,p=o.range,n._scene.update({range:[f[0],p[0],f[1],p[1]]})}if((ct||ut)&&(_(t),w(t)),ft){var d=e[2]/O._length,g=e[3]/I._length;for(r=0;r<c.length;r++){a=(n=u[c[r]]).xaxis,o=n.yaxis;var m,x,b,T,k=(st||nt.isSubplotConstrained)&&!a.fixedrange&&V[a._id],A=(lt||nt.isSubplotConstrained)&&!o.fixedrange&&Z[o._id];if(k?(m=d,b=y||nt.isSubplotConstrained?e[0]:Zt(a,m)):nt.xaHash[a._id]?(m=d,b=e[0]*a._length/O._length):nt.yaHash[a._id]?(m=g,b=\"ns\"===at?-e[1]*a._length/I._length:Zt(a,m,{n:\"top\",s:\"bottom\"}[at])):b=Xt(a,m=Yt(a,d,g)),m>1&&(void 0!==a.maxallowed&&st===(a.range[0]<a.range[1]?\"e\":\"w\")||void 0!==a.minallowed&&st===(a.range[0]<a.range[1]?\"w\":\"e\"))&&(m=1,b=0),A?(x=g,T=v||nt.isSubplotConstrained?e[1]:Zt(o,x)):nt.yaHash[o._id]?(x=g,T=e[1]*o._length/I._length):nt.xaHash[o._id]?(x=d,T=\"ew\"===it?-e[0]*o._length/O._length:Zt(o,x,{e:\"right\",w:\"left\"}[it])):T=Xt(o,x=Yt(o,d,g)),x>1&&(void 0!==o.maxallowed&&lt===(o.range[0]<o.range[1]?\"n\":\"s\")||void 0!==o.minallowed&&lt===(o.range[0]<o.range[1]?\"s\":\"n\"))&&(x=1,T=0),m||x){m||(m=1),x||(x=1);var M=a._offset-b/m,S=o._offset-T/x;n.clipRect.call(h.setTranslate,b,T).call(h.setScale,m,x),n.plot.call(h.setTranslate,M,S).call(h.setScale,1/m,1/x),m===n.xScaleFactor&&x===n.yScaleFactor||(h.setPointGroupScale(n.zoomScalePts,m,x),h.setTextPointsScale(n.zoomScaleTxt,m,x)),h.hideOutsideRangePoints(n.clipOnAxisFalseTraces,n),n.xScaleFactor=m,n.yScaleFactor=x}}}}function Yt(t,e,r){return t.fixedrange?0:st&&rt.xaHash[t._id]?e:lt&&(rt.isSubplotConstrained?rt.xaHash:rt.yaHash)[t._id]?r:0}function Xt(t,e){return e?(t.range=t._r.slice(),E(t,e),Zt(t,e)):0}function Zt(t,e,r){return t._length*(1-e)*b[r||t.constraintoward||\"middle\"]}return v.length*y.length!=1&&Y(bt,(function(e){if(t._context._scrollZoom.cartesian||t._fullLayout._enablescrollzoom){if(Ot(),t._transitioningWithDuration)return e.preventDefault(),void e.stopPropagation();mt(),clearTimeout(Bt);var r=-e.deltaY;if(isFinite(r)||(r=e.wheelDelta/10),isFinite(r)){var 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r,i={r:e.rotate(),k:e.scale()},a=c(0,e),h=function(t){for(var e=0,r=arguments.length,i=[];++e<r;)i.push(arguments[e]);var a=n.dispatch.apply(null,i);return a.of=function(e,r){return function(i){var o;try{o=i.sourceEvent=n.event,i.target=t,n.event=i,a[i.type].apply(e,r)}finally{n.event=o}}},a}(a,\"zoomstart\",\"zoom\",\"zoomend\"),p=0,d=a.on;function y(t){var r=e.rotate();t(\"projection.rotation.lon\",-r[0]),t(\"projection.rotation.lat\",-r[1])}return a.on(\"zoomstart\",(function(){n.select(this).style(l);var t,u,c,f,y,b,_,w,T,k,A,M=n.mouse(this),S=e.rotate(),E=S,L=e.translate(),C=(u=.5*(t=S)[0]*o,c=.5*t[1]*o,f=.5*t[2]*o,y=Math.sin(u),b=Math.cos(u),_=Math.sin(c),w=Math.cos(c),T=Math.sin(f),[b*w*(k=Math.cos(f))+y*_*T,y*w*k-b*_*T,b*_*k+y*w*T,b*w*T-y*_*k]);r=v(e,M),d.call(a,\"zoom\",(function(){var t,a,o,l,u,c,f,p,d,y,b=n.mouse(this);if(e.scale(i.k=n.event.scale),r){if(v(e,b)){e.rotate(S).translate(L);var _=v(e,b),w=function(t,e){if(t&&e){var r=function(t,e){return[t[1]*e[2]-t[2]*e[1],t[2]*e[0]-t[0]*e[2],t[0]*e[1]-t[1]*e[0]]}(t,e),n=Math.sqrt(x(r,r)),i=.5*Math.acos(Math.max(-1,Math.min(1,x(t,e)))),a=Math.sin(i)/n;return n&&[Math.cos(i),r[2]*a,-r[1]*a,r[0]*a]}}(r,_),T=function(t){return[Math.atan2(2*(t[0]*t[1]+t[2]*t[3]),1-2*(t[1]*t[1]+t[2]*t[2]))*s,Math.asin(Math.max(-1,Math.min(1,2*(t[0]*t[2]-t[3]*t[1]))))*s,Math.atan2(2*(t[0]*t[3]+t[1]*t[2]),1-2*(t[2]*t[2]+t[3]*t[3]))*s]}((o=(t=C)[0],l=t[1],u=t[2],c=t[3],[o*(f=(a=w)[0])-l*(p=a[1])-u*(d=a[2])-c*(y=a[3]),o*p+l*f+u*y-c*d,o*d-l*y+u*f+c*p,o*y+l*d-u*p+c*f])),k=i.r=function(t,e,r){var n=m(e,2,t[0]);n=m(n,1,t[1]),n=m(n,0,t[2]-r[2]);var i,a,o=e[0],l=e[1],u=e[2],c=n[0],f=n[1],h=n[2],p=Math.atan2(l,o)*s,d=Math.sqrt(o*o+l*l);Math.abs(f)>d?(a=(f>0?90:-90)-p,i=0):(a=Math.asin(f/d)*s-p,i=Math.sqrt(d*d-f*f));var v=180-a-2*p,y=(Math.atan2(h,c)-Math.atan2(u,i))*s,x=(Math.atan2(h,c)-Math.atan2(u,-i))*s;return g(r[0],r[1],a,y)<=g(r[0],r[1],v,x)?[a,y,r[2]]:[v,x,r[2]]}(T,r,E);isFinite(k[0])&&isFinite(k[1])&&isFinite(k[2])||(k=E),e.rotate(k),E=k}}else r=v(e,M=b);h.of(this,arguments)({type:\"zoom\"})})),A=h.of(this,arguments),p++||A({type:\"zoomstart\"})})).on(\"zoomend\",(function(){var r;n.select(this).style(u),d.call(a,\"zoom\",null),r=h.of(this,arguments),--p||r({type:\"zoomend\"}),f(t,e,y)})).on(\"zoom.redraw\",(function(){t.render(!0);var r=e.rotate();t.graphDiv.emit(\"plotly_relayouting\",{\"geo.projection.scale\":e.scale()/t.fitScale,\"geo.projection.rotation.lon\":-r[0],\"geo.projection.rotation.lat\":-r[1]})})),n.rebind(a,h,\"on\")}function v(t,e){var r=t.invert(e);return r&&isFinite(r[0])&&isFinite(r[1])&&function(t){var e=t[0]*o,r=t[1]*o,n=Math.cos(r);return[n*Math.cos(e),n*Math.sin(e),Math.sin(r)]}(r)}function g(t,e,r,n){var i=y(r-t),a=y(n-e);return Math.sqrt(i*i+a*a)}function y(t){return(t%360+540)%360-180}function m(t,e,r){var n=r*o,i=t.slice(),a=0===e?1:0,s=2===e?1:2,l=Math.cos(n),u=Math.sin(n);return i[a]=t[a]*l-t[s]*u,i[s]=t[s]*l+t[a]*u,i}function x(t,e){for(var r=0,n=0,i=t.length;n<i;++n)r+=t[n]*e[n];return r}t.exports=function(t,e){var r=t.projection;return(e._isScoped?h:e._isClipped?d:p)(t,r)}},84888:function(t,e,r){\"use strict\";var n=r(24040),i=r(33816).SUBPLOT_PATTERN;e.KY=function(t,e,r){var i=n.subplotsRegistry[e];if(!i)return[];for(var a=i.attr,o=[],s=0;s<t.length;s++){var l=t[s];l[0].trace[a]===r&&o.push(l)}return o},e._M=function(t,e,r){var i,a=[],o=[];if(!(i=\"string\"==typeof e?n.getModule(e).plot:\"function\"==typeof e?e:e.plot))return[a,t];for(var s=r,l=0;l<t.length;l++){var u=t[l],c=u[0].trace,f=void 0!==c.zorder;!0===c.visible&&0!==c._length&&(!c._module||c._module.plot!==i||f&&c.zorder!==s?o.push(u):a.push(u))}return[a,o]},e.op=function(t,e,r){if(!n.subplotsRegistry[e])return[];var a,o,s,l=n.subplotsRegistry[e].attr,u=[];if(\"gl2d\"===e){var c=r.match(i);o=\"x\"+c[1],s=\"y\"+c[2]}for(var f=0;f<t.length;f++)a=t[f],\"gl2d\"===e&&n.traceIs(a,\"gl2d\")?a[l[0]]===o&&a[l[1]]===s&&u.push(a):a[l]===r&&u.push(a);return u}},2428:function(t,e,r){\"use strict\";var n=r(62644),i=r(97264),a=r(29128),o=r(33816),s=r(89184);function l(t,e){this.element=t,this.plot=e,this.mouseListener=null,this.wheelListener=null,this.lastInputTime=Date.now(),this.lastPos=[0,0],this.boxEnabled=!1,this.boxInited=!1,this.boxStart=[0,0],this.boxEnd=[0,0],this.dragStart=[0,0]}t.exports=function(t){var e=t.mouseContainer,r=t.glplot,u=new l(e,r);function c(){t.xaxis.autorange=!1,t.yaxis.autorange=!1}function f(e,n,i){var a,s,l=t.calcDataBox(),f=r.viewBox,h=u.lastPos[0],p=u.lastPos[1],d=o.MINDRAG*r.pixelRatio,v=o.MINZOOM*r.pixelRatio;function g(e,r,n){var i=Math.min(r,n),a=Math.max(r,n);i!==a?(l[e]=i,l[e+2]=a,u.dataBox=l,t.setRanges(l)):(t.selectBox.selectBox=[0,0,1,1],t.glplot.setDirty())}switch(n*=r.pixelRatio,i*=r.pixelRatio,i=f[3]-f[1]-i,t.fullLayout.dragmode){case\"zoom\":if(e){var y=n/(f[2]-f[0])*(l[2]-l[0])+l[0],m=i/(f[3]-f[1])*(l[3]-l[1])+l[1];u.boxInited||(u.boxStart[0]=y,u.boxStart[1]=m,u.dragStart[0]=n,u.dragStart[1]=i),u.boxEnd[0]=y,u.boxEnd[1]=m,u.boxInited=!0,u.boxEnabled||u.boxStart[0]===u.boxEnd[0]&&u.boxStart[1]===u.boxEnd[1]||(u.boxEnabled=!0);var x=Math.abs(u.dragStart[0]-n)<v,b=Math.abs(u.dragStart[1]-i)<v;if(!function(){for(var e=t.graphDiv._fullLayout._axisConstraintGroups,r=t.xaxis._id,n=t.yaxis._id,i=0;i<e.length;i++)if(-1!==e[i][r]){if(-1!==e[i][n])return!0;break}return!1}()||x&&b)x&&(u.boxEnd[0]=u.boxStart[0]),b&&(u.boxEnd[1]=u.boxStart[1]);else{a=u.boxEnd[0]-u.boxStart[0],s=u.boxEnd[1]-u.boxStart[1];var _=(l[3]-l[1])/(l[2]-l[0]);Math.abs(a*_)>Math.abs(s)?(u.boxEnd[1]=u.boxStart[1]+Math.abs(a)*_*(s>=0?1:-1),u.boxEnd[1]<l[1]?(u.boxEnd[1]=l[1],u.boxEnd[0]=u.boxStart[0]+(l[1]-u.boxStart[1])/Math.abs(_)):u.boxEnd[1]>l[3]&&(u.boxEnd[1]=l[3],u.boxEnd[0]=u.boxStart[0]+(l[3]-u.boxStart[1])/Math.abs(_))):(u.boxEnd[0]=u.boxStart[0]+Math.abs(s)/_*(a>=0?1:-1),u.boxEnd[0]<l[0]?(u.boxEnd[0]=l[0],u.boxEnd[1]=u.boxStart[1]+(l[0]-u.boxStart[0])*Math.abs(_)):u.boxEnd[0]>l[2]&&(u.boxEnd[0]=l[2],u.boxEnd[1]=u.boxStart[1]+(l[2]-u.boxStart[0])*Math.abs(_)))}}else u.boxEnabled?(a=u.boxStart[0]!==u.boxEnd[0],s=u.boxStart[1]!==u.boxEnd[1],a||s?(a&&(g(0,u.boxStart[0],u.boxEnd[0]),t.xaxis.autorange=!1),s&&(g(1,u.boxStart[1],u.boxEnd[1]),t.yaxis.autorange=!1),t.relayoutCallback()):t.glplot.setDirty(),u.boxEnabled=!1,u.boxInited=!1):u.boxInited&&(u.boxInited=!1);break;case\"pan\":u.boxEnabled=!1,u.boxInited=!1,e?(u.panning||(u.dragStart[0]=n,u.dragStart[1]=i),Math.abs(u.dragStart[0]-n)<d&&(n=u.dragStart[0]),Math.abs(u.dragStart[1]-i)<d&&(i=u.dragStart[1]),a=(h-n)*(l[2]-l[0])/(r.viewBox[2]-r.viewBox[0]),s=(p-i)*(l[3]-l[1])/(r.viewBox[3]-r.viewBox[1]),l[0]+=a,l[2]+=a,l[1]+=s,l[3]+=s,t.setRanges(l),u.panning=!0,u.lastInputTime=Date.now(),c(),t.cameraChanged(),t.handleAnnotations()):u.panning&&(u.panning=!1,t.relayoutCallback())}u.lastPos[0]=n,u.lastPos[1]=i}return u.mouseListener=n(e,f),e.addEventListener(\"touchstart\",(function(t){var r=a(t.changedTouches[0],e);f(0,r[0],r[1]),f(1,r[0],r[1]),t.preventDefault()}),!!s&&{passive:!1}),e.addEventListener(\"touchmove\",(function(t){t.preventDefault();var r=a(t.changedTouches[0],e);f(1,r[0],r[1]),t.preventDefault()}),!!s&&{passive:!1}),e.addEventListener(\"touchend\",(function(t){f(0,u.lastPos[0],u.lastPos[1]),t.preventDefault()}),!!s&&{passive:!1}),u.wheelListener=i(e,(function(e,n){if(!t.scrollZoom)return!1;var i=t.calcDataBox(),a=r.viewBox,o=u.lastPos[0],s=u.lastPos[1],l=Math.exp(5*n/(a[3]-a[1])),f=o/(a[2]-a[0])*(i[2]-i[0])+i[0],h=s/(a[3]-a[1])*(i[3]-i[1])+i[1];return i[0]=(i[0]-f)*l+f,i[2]=(i[2]-f)*l+f,i[1]=(i[1]-h)*l+h,i[3]=(i[3]-h)*l+h,t.setRanges(i),u.lastInputTime=Date.now(),c(),t.cameraChanged(),t.handleAnnotations(),t.relayoutCallback(),!0}),!0),u}},92568:function(t,e,r){\"use strict\";var n=r(54460),i=r(43080);function a(t){this.scene=t,this.gl=t.gl,this.pixelRatio=t.pixelRatio,this.screenBox=[0,0,1,1],this.viewBox=[0,0,1,1],this.dataBox=[-1,-1,1,1],this.borderLineEnable=[!1,!1,!1,!1],this.borderLineWidth=[1,1,1,1],this.borderLineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.ticks=[[],[]],this.tickEnable=[!0,!0,!1,!1],this.tickPad=[15,15,15,15],this.tickAngle=[0,0,0,0],this.tickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.tickMarkLength=[0,0,0,0],this.tickMarkWidth=[0,0,0,0],this.tickMarkColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.labels=[\"x\",\"y\"],this.labelEnable=[!0,!0,!1,!1],this.labelAngle=[0,Math.PI/2,0,3*Math.PI/2],this.labelPad=[15,15,15,15],this.labelSize=[12,12],this.labelFont=[\"sans-serif\",\"sans-serif\"],this.labelColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.title=\"\",this.titleEnable=!0,this.titleCenter=[0,0,0,0],this.titleAngle=0,this.titleColor=[0,0,0,1],this.titleFont=\"sans-serif\",this.titleSize=18,this.gridLineEnable=[!0,!0],this.gridLineColor=[[0,0,0,.5],[0,0,0,.5]],this.gridLineWidth=[1,1],this.zeroLineEnable=[!0,!0],this.zeroLineWidth=[1,1],this.zeroLineColor=[[0,0,0,1],[0,0,0,1]],this.borderColor=[0,0,0,0],this.backgroundColor=[0,0,0,0],this.static=this.scene.staticPlot}var o=a.prototype,s=[\"xaxis\",\"yaxis\"];o.merge=function(t){var e,r,n,a,o,l,u,c,f,h,p;for(this.titleEnable=!1,this.backgroundColor=i(t.plot_bgcolor),h=0;h<2;++h){var d=(e=s[h]).charAt(0);for(n=(r=t[this.scene[e]._name]).title.text===this.scene.fullLayout._dfltTitle[d]?\"\":r.title.text,p=0;p<=2;p+=2)this.labelEnable[h+p]=!1,this.labels[h+p]=n,this.labelColor[h+p]=i(r.title.font.color),this.labelFont[h+p]=r.title.font.family,this.labelSize[h+p]=r.title.font.size,this.labelPad[h+p]=this.getLabelPad(e,r),this.tickEnable[h+p]=!1,this.tickColor[h+p]=i((r.tickfont||{}).color),this.tickAngle[h+p]=\"auto\"===r.tickangle?0:Math.PI*-r.tickangle/180,this.tickPad[h+p]=this.getTickPad(r),this.tickMarkLength[h+p]=0,this.tickMarkWidth[h+p]=r.tickwidth||0,this.tickMarkColor[h+p]=i(r.tickcolor),this.borderLineEnable[h+p]=!1,this.borderLineColor[h+p]=i(r.linecolor),this.borderLineWidth[h+p]=r.linewidth||0;u=this.hasSharedAxis(r),o=this.hasAxisInDfltPos(e,r)&&!u,l=this.hasAxisInAltrPos(e,r)&&!u,a=r.mirror||!1,c=u?-1!==String(a).indexOf(\"all\"):!!a,f=u?\"allticks\"===a:-1!==String(a).indexOf(\"ticks\"),o?this.labelEnable[h]=!0:l&&(this.labelEnable[h+2]=!0),o?this.tickEnable[h]=r.showticklabels:l&&(this.tickEnable[h+2]=r.showticklabels),(o||c)&&(this.borderLineEnable[h]=r.showline),(l||c)&&(this.borderLineEnable[h+2]=r.showline),(o||f)&&(this.tickMarkLength[h]=this.getTickMarkLength(r)),(l||f)&&(this.tickMarkLength[h+2]=this.getTickMarkLength(r)),this.gridLineEnable[h]=r.showgrid,this.gridLineColor[h]=i(r.gridcolor),this.gridLineWidth[h]=r.gridwidth,this.zeroLineEnable[h]=r.zeroline,this.zeroLineColor[h]=i(r.zerolinecolor),this.zeroLineWidth[h]=r.zerolinewidth}},o.hasSharedAxis=function(t){var e=this.scene,r=e.fullLayout._subplots.gl2d;return 0!==n.findSubplotsWithAxis(r,t).indexOf(e.id)},o.hasAxisInDfltPos=function(t,e){var r=e.side;return\"xaxis\"===t?\"bottom\"===r:\"yaxis\"===t?\"left\"===r:void 0},o.hasAxisInAltrPos=function(t,e){var r=e.side;return\"xaxis\"===t?\"top\"===r:\"yaxis\"===t?\"right\"===r:void 0},o.getLabelPad=function(t,e){var r=1.5,n=e.title.font.size,i=e.showticklabels;return\"xaxis\"===t?\"top\"===e.side?n*(r+(i?1:0))-10:n*(r+(i?.5:0))-10:\"yaxis\"===t?\"right\"===e.side?10+n*(r+(i?1:.5)):10+n*(r+(i?.5:0)):void 0},o.getTickPad=function(t){return\"outside\"===t.ticks?10+t.ticklen:15},o.getTickMarkLength=function(t){if(!t.ticks)return 0;var e=t.ticklen;return\"inside\"===t.ticks?-e:e},t.exports=function(t){return new a(t)}},39952:function(t,e,r){\"use strict\";var n=r(67824).overrideAll,i=r(17188),a=r(64859),o=r(9616),s=r(33816),l=r(57952),u=r(65460),c=r(84888).op;e.name=\"gl2d\",e.attr=[\"xaxis\",\"yaxis\"],e.idRoot=[\"x\",\"y\"],e.idRegex=s.idRegex,e.attrRegex=s.attrRegex,e.attributes=r(26720),e.supplyLayoutDefaults=function(t,e,r){e._has(\"cartesian\")||l.supplyLayoutDefaults(t,e,r)},e.layoutAttrOverrides=n(l.layoutAttributes,\"plot\",\"from-root\"),e.baseLayoutAttrOverrides=n({plot_bgcolor:a.plot_bgcolor,hoverlabel:u.hoverlabel},\"plot\",\"nested\"),e.plot=function(t){for(var e=t._fullLayout,r=t._fullData,n=e._subplots.gl2d,a=0;a<n.length;a++){var o=n[a],s=e._plots[o],l=c(r,\"gl2d\",o),u=s._scene2d;void 0===u&&(u=new i({id:o,graphDiv:t,container:t.querySelector(\".gl-container\"),staticPlot:t._context.staticPlot,plotGlPixelRatio:t._context.plotGlPixelRatio},e),s._scene2d=u),u.plot(l,t.calcdata,e,t.layout)}},e.clean=function(t,e,r,n){for(var i=n._subplots.gl2d||[],a=0;a<i.length;a++){var o=i[a],s=n._plots[o];s._scene2d&&0===c(t,\"gl2d\",o).length&&(s._scene2d.destroy(),delete n._plots[o])}l.clean.apply(this,arguments)},e.drawFramework=function(t){t._context.staticPlot||l.drawFramework(t)},e.toSVG=function(t){for(var e=t._fullLayout,r=e._subplots.gl2d,n=0;n<r.length;n++){var i=e._plots[r[n]]._scene2d,a=i.toImage(\"png\");e._glimages.append(\"svg:image\").attr({xmlns:o.svg,\"xlink:href\":a,x:0,y:0,width:\"100%\",height:\"100%\",preserveAspectRatio:\"none\"}),i.destroy()}},e.updateFx=function(t){for(var e=t._fullLayout,r=e._subplots.gl2d,n=0;n<r.length;n++)e._plots[r[n]]._scene2d.updateFx(e.dragmode)}},17188:function(t,e,r){\"use strict\";var n,i,a=r(24040),o=r(54460),s=r(93024),l=r(67792).gl_plot2d,u=r(67792).gl_spikes2d,c=r(67792).gl_select_box,f=r(5408),h=r(92568),p=r(2428),d=r(16576),v=r(71888),g=v.enforce,y=v.clean,m=r(19280).doAutoRange,x=r(72760),b=x.drawMode,_=x.selectMode,w=[\"xaxis\",\"yaxis\"],T=r(33816).SUBPLOT_PATTERN;function k(t,e){this.container=t.container,this.graphDiv=t.graphDiv,this.pixelRatio=t.plotGlPixelRatio||window.devicePixelRatio,this.id=t.id,this.staticPlot=!!t.staticPlot,this.scrollZoom=this.graphDiv._context._scrollZoom.cartesian,this.fullData=null,this.updateRefs(e),this.makeFramework(),this.stopped||(this.glplotOptions=h(this),this.glplotOptions.merge(e),this.glplot=l(this.glplotOptions),this.camera=p(this),this.traces={},this.spikes=u(this.glplot),this.selectBox=c(this.glplot,{innerFill:!1,outerFill:!0}),this.lastButtonState=0,this.pickResult=null,this.isMouseOver=!0,this.stopped=!1,this.redraw=this.draw.bind(this),this.redraw())}t.exports=k;var A=k.prototype;A.makeFramework=function(){if(this.staticPlot){if(!(i||(n=document.createElement(\"canvas\"),i=f({canvas:n,preserveDrawingBuffer:!1,premultipliedAlpha:!0,antialias:!0}))))throw new Error(\"Error creating static canvas/context for image server\");this.canvas=n,this.gl=i}else{var t=this.container.querySelector(\".gl-canvas-focus\"),e=f({canvas:t,preserveDrawingBuffer:!0,premultipliedAlpha:!0});if(!e)return d(this),void(this.stopped=!0);this.canvas=t,this.gl=e}var r=this.canvas;r.style.width=\"100%\",r.style.height=\"100%\",r.style.position=\"absolute\",r.style.top=\"0px\",r.style.left=\"0px\",r.style[\"pointer-events\"]=\"none\",this.updateSize(r);var a=this.svgContainer=document.createElementNS(\"http://www.w3.org/2000/svg\",\"svg\");a.style.position=\"absolute\",a.style.top=a.style.left=\"0px\",a.style.width=a.style.height=\"100%\",a.style[\"z-index\"]=20,a.style[\"pointer-events\"]=\"none\";var o=this.mouseContainer=document.createElement(\"div\");o.style.position=\"absolute\",o.style[\"pointer-events\"]=\"auto\",this.pickCanvas=this.container.querySelector(\".gl-canvas-pick\");var s=this.container;s.appendChild(a),s.appendChild(o);var l=this;o.addEventListener(\"mouseout\",(function(){l.isMouseOver=!1,l.unhover()})),o.addEventListener(\"mouseover\",(function(){l.isMouseOver=!0}))},A.toImage=function(t){t||(t=\"png\"),this.stopped=!0,this.staticPlot&&this.container.appendChild(n),this.updateSize(this.canvas);var e=this.glplot.gl,r=e.drawingBufferWidth,i=e.drawingBufferHeight;e.clearColor(1,1,1,0),e.clear(e.COLOR_BUFFER_BIT|e.DEPTH_BUFFER_BIT),this.glplot.setDirty(),this.glplot.draw(),e.bindFramebuffer(e.FRAMEBUFFER,null);var a=new Uint8Array(r*i*4);e.readPixels(0,0,r,i,e.RGBA,e.UNSIGNED_BYTE,a);for(var o=0,s=i-1;o<s;++o,--s)for(var l=0;l<r;++l)for(var u=0;u<4;++u){var c=a[4*(r*o+l)+u];a[4*(r*o+l)+u]=a[4*(r*s+l)+u],a[4*(r*s+l)+u]=c}var f=document.createElement(\"canvas\");f.width=r,f.height=i;var h,p=f.getContext(\"2d\",{willReadFrequently:!0}),d=p.createImageData(r,i);switch(d.data.set(a),p.putImageData(d,0,0),t){case\"jpeg\":h=f.toDataURL(\"image/jpeg\");break;case\"webp\":h=f.toDataURL(\"image/webp\");break;default:h=f.toDataURL(\"image/png\")}return this.staticPlot&&this.container.removeChild(n),h},A.updateSize=function(t){t||(t=this.canvas);var e=this.pixelRatio,r=this.fullLayout,n=r.width,i=r.height,a=0|Math.ceil(e*n),o=0|Math.ceil(e*i);return t.width===a&&t.height===o||(t.width=a,t.height=o),t},A.computeTickMarks=function(){this.xaxis.setScale(),this.yaxis.setScale();for(var t=[o.calcTicks(this.xaxis),o.calcTicks(this.yaxis)],e=0;e<2;++e)for(var r=0;r<t[e].length;++r)t[e][r].text=t[e][r].text+\"\";return t},A.updateRefs=function(t){this.fullLayout=t;var e=this.id.match(T),r=\"xaxis\"+e[1],n=\"yaxis\"+e[2];this.xaxis=this.fullLayout[r],this.yaxis=this.fullLayout[n]},A.relayoutCallback=function(){var t=this.graphDiv,e=this.xaxis,r=this.yaxis,n=t.layout,i={},o=i[e._name+\".range\"]=e.range.slice(),s=i[r._name+\".range\"]=r.range.slice();i[e._name+\".autorange\"]=e.autorange,i[r._name+\".autorange\"]=r.autorange,a.call(\"_storeDirectGUIEdit\",t.layout,t._fullLayout._preGUI,i);var l=n[e._name];l.range=o,l.autorange=e.autorange;var u=n[r._name];u.range=s,u.autorange=r.autorange,i.lastInputTime=this.camera.lastInputTime,t.emit(\"plotly_relayout\",i)},A.cameraChanged=function(){var t=this.camera;this.glplot.setDataBox(this.calcDataBox());var e=this.computeTickMarks();(function(t,e){for(var r=0;r<2;++r){var n=t[r],i=e[r];if(n.length!==i.length)return!0;for(var a=0;a<n.length;++a)if(n[a].x!==i[a].x)return!0}return!1})(e,this.glplotOptions.ticks)&&(this.glplotOptions.ticks=e,this.glplotOptions.dataBox=t.dataBox,this.glplot.update(this.glplotOptions),this.handleAnnotations())},A.handleAnnotations=function(){for(var t=this.graphDiv,e=this.fullLayout.annotations,r=0;r<e.length;r++){var n=e[r];n.xref===this.xaxis._id&&n.yref===this.yaxis._id&&a.getComponentMethod(\"annotations\",\"drawOne\")(t,r)}},A.destroy=function(){if(this.glplot){var t=this.traces;t&&Object.keys(t).map((function(e){t[e].dispose(),delete t[e]})),this.glplot.dispose(),this.container.removeChild(this.svgContainer),this.container.removeChild(this.mouseContainer),this.fullData=null,this.glplot=null,this.stopped=!0,this.camera.mouseListener.enabled=!1,this.mouseContainer.removeEventListener(\"wheel\",this.camera.wheelListener),this.camera=null}},A.plot=function(t,e,r){var n=this.glplot;this.updateRefs(r),this.xaxis.clearCalc(),this.yaxis.clearCalc(),this.updateTraces(t,e),this.updateFx(r.dragmode);var i=r.width,a=r.height;this.updateSize(this.canvas);var o=this.glplotOptions;o.merge(r),o.screenBox=[0,0,i,a];var s={_fullLayout:{_axisConstraintGroups:r._axisConstraintGroups,xaxis:this.xaxis,yaxis:this.yaxis,_size:r._size}};y(s,this.xaxis),y(s,this.yaxis);var l,u,c=r._size,f=this.xaxis.domain,h=this.yaxis.domain;for(o.viewBox=[c.l+f[0]*c.w,c.b+h[0]*c.h,i-c.r-(1-f[1])*c.w,a-c.t-(1-h[1])*c.h],this.mouseContainer.style.width=c.w*(f[1]-f[0])+\"px\",this.mouseContainer.style.height=c.h*(h[1]-h[0])+\"px\",this.mouseContainer.height=c.h*(h[1]-h[0]),this.mouseContainer.style.left=c.l+f[0]*c.w+\"px\",this.mouseContainer.style.top=c.t+(1-h[1])*c.h+\"px\",u=0;u<2;++u)(l=this[w[u]])._length=o.viewBox[u+2]-o.viewBox[u],m(this.graphDiv,l),l.setScale();g(s),o.ticks=this.computeTickMarks(),o.dataBox=this.calcDataBox(),o.merge(r),n.update(o),this.glplot.draw()},A.calcDataBox=function(){var t=this.xaxis,e=this.yaxis,r=t.range,n=e.range,i=t.r2l,a=e.r2l;return[i(r[0]),a(n[0]),i(r[1]),a(n[1])]},A.setRanges=function(t){var e=this.xaxis,r=this.yaxis,n=e.l2r,i=r.l2r;e.range=[n(t[0]),n(t[2])],r.range=[i(t[1]),i(t[3])]},A.updateTraces=function(t,e){var r,n,i,a=Object.keys(this.traces);this.fullData=t;t:for(r=0;r<a.length;r++){var o=a[r],s=this.traces[o];for(n=0;n<t.length;n++)if((i=t[n]).uid===o&&i.type===s.type)continue t;s.dispose(),delete this.traces[o]}for(r=0;r<t.length;r++){i=t[r];var l=e[r],u=this.traces[i.uid];u?u.update(i,l):(u=i._module.plot(this,i,l),this.traces[i.uid]=u)}this.glplot.objects.sort((function(t,e){return t._trace.index-e._trace.index}))},A.updateFx=function(t){_(t)||b(t)?(this.pickCanvas.style[\"pointer-events\"]=\"none\",this.mouseContainer.style[\"pointer-events\"]=\"none\"):(this.pickCanvas.style[\"pointer-events\"]=\"auto\",this.mouseContainer.style[\"pointer-events\"]=\"auto\"),this.mouseContainer.style.cursor=\"pan\"===t?\"move\":\"zoom\"===t?\"crosshair\":null},A.emitPointAction=function(t,e){for(var r,n=t.trace.uid,i=t.pointIndex,a=0;a<this.fullData.length;a++)this.fullData[a].uid===n&&(r=this.fullData[a]);var o={x:t.traceCoord[0],y:t.traceCoord[1],curveNumber:r.index,pointNumber:i,data:r._input,fullData:this.fullData,xaxis:this.xaxis,yaxis:this.yaxis};s.appendArrayPointValue(o,r,i),this.graphDiv.emit(e,{points:[o]})},A.draw=function(){if(!this.stopped){requestAnimationFrame(this.redraw);var t=this.glplot,e=this.camera,r=e.mouseListener,n=1===this.lastButtonState&&0===r.buttons,i=this.fullLayout;this.lastButtonState=r.buttons,this.cameraChanged();var a,o=r.x*t.pixelRatio,l=this.canvas.height-t.pixelRatio*r.y;if(e.boxEnabled&&\"zoom\"===i.dragmode){this.selectBox.enabled=!0;for(var u=this.selectBox.selectBox=[Math.min(e.boxStart[0],e.boxEnd[0]),Math.min(e.boxStart[1],e.boxEnd[1]),Math.max(e.boxStart[0],e.boxEnd[0]),Math.max(e.boxStart[1],e.boxEnd[1])],c=0;c<2;c++)e.boxStart[c]===e.boxEnd[c]&&(u[c]=t.dataBox[c],u[c+2]=t.dataBox[c+2]);t.setDirty()}else if(!e.panning&&this.isMouseOver){this.selectBox.enabled=!1;var f=i._size,h=this.xaxis.domain,p=this.yaxis.domain,d=(a=t.pick(o/t.pixelRatio+f.l+h[0]*f.w,l/t.pixelRatio-(f.t+(1-p[1])*f.h)))&&a.object._trace.handlePick(a);if(d&&n&&this.emitPointAction(d,\"plotly_click\"),a&&\"skip\"!==a.object._trace.hoverinfo&&i.hovermode&&d&&(!this.lastPickResult||this.lastPickResult.traceUid!==d.trace.uid||this.lastPickResult.dataCoord[0]!==d.dataCoord[0]||this.lastPickResult.dataCoord[1]!==d.dataCoord[1])){var v=d;this.lastPickResult={traceUid:d.trace?d.trace.uid:null,dataCoord:d.dataCoord.slice()},this.spikes.update({center:a.dataCoord}),v.screenCoord=[((t.viewBox[2]-t.viewBox[0])*(a.dataCoord[0]-t.dataBox[0])/(t.dataBox[2]-t.dataBox[0])+t.viewBox[0])/t.pixelRatio,(this.canvas.height-(t.viewBox[3]-t.viewBox[1])*(a.dataCoord[1]-t.dataBox[1])/(t.dataBox[3]-t.dataBox[1])-t.viewBox[1])/t.pixelRatio],this.emitPointAction(d,\"plotly_hover\");var g=this.fullData[v.trace.index]||{},y=v.pointIndex,m=s.castHoverinfo(g,i,y);if(m&&\"all\"!==m){var x=m.split(\"+\");-1===x.indexOf(\"x\")&&(v.traceCoord[0]=void 0),-1===x.indexOf(\"y\")&&(v.traceCoord[1]=void 0),-1===x.indexOf(\"z\")&&(v.traceCoord[2]=void 0),-1===x.indexOf(\"text\")&&(v.textLabel=void 0),-1===x.indexOf(\"name\")&&(v.name=void 0)}s.loneHover({x:v.screenCoord[0],y:v.screenCoord[1],xLabel:this.hoverFormatter(\"xaxis\",v.traceCoord[0]),yLabel:this.hoverFormatter(\"yaxis\",v.traceCoord[1]),zLabel:v.traceCoord[2],text:v.textLabel,name:v.name,color:s.castHoverOption(g,y,\"bgcolor\")||v.color,borderColor:s.castHoverOption(g,y,\"bordercolor\"),fontFamily:s.castHoverOption(g,y,\"font.family\"),fontSize:s.castHoverOption(g,y,\"font.size\"),fontColor:s.castHoverOption(g,y,\"font.color\"),nameLength:s.castHoverOption(g,y,\"namelength\"),textAlign:s.castHoverOption(g,y,\"align\")},{container:this.svgContainer,gd:this.graphDiv})}}a||this.unhover(),t.draw()}},A.unhover=function(){this.lastPickResult&&(this.spikes.update({}),this.lastPickResult=null,this.graphDiv.emit(\"plotly_unhover\"),s.loneUnhover(this.svgContainer))},A.hoverFormatter=function(t,e){if(void 0!==e){var r=this[t];return o.tickText(r,r.c2l(e),\"hover\").text}}},12536:function(t,e,r){\"use strict\";var n=r(67824).overrideAll,i=r(65460),a=r(98432),o=r(84888).op,s=r(3400),l=r(9616),u=\"gl3d\",c=\"scene\";e.name=u,e.attr=c,e.idRoot=c,e.idRegex=e.attrRegex=s.counterRegex(\"scene\"),e.attributes=r(6636),e.layoutAttributes=r(346),e.baseLayoutAttrOverrides=n({hoverlabel:i.hoverlabel},\"plot\",\"nested\"),e.supplyLayoutDefaults=r(5208),e.plot=function(t){for(var e=t._fullLayout,r=t._fullData,n=e._subplots[u],i=0;i<n.length;i++){var s=n[i],l=o(r,u,s),c=e[s],f=c.camera,h=c._scene;h||(h=new a({id:s,graphDiv:t,container:t.querySelector(\".gl-container\"),staticPlot:t._context.staticPlot,plotGlPixelRatio:t._context.plotGlPixelRatio,camera:f},e),c._scene=h),h.viewInitial||(h.viewInitial={up:{x:f.up.x,y:f.up.y,z:f.up.z},eye:{x:f.eye.x,y:f.eye.y,z:f.eye.z},center:{x:f.center.x,y:f.center.y,z:f.center.z}}),h.plot(l,e,t.layout)}},e.clean=function(t,e,r,n){for(var i=n._subplots[u]||[],a=0;a<i.length;a++){var o=i[a];!e[o]&&n[o]._scene&&(n[o]._scene.destroy(),n._infolayer&&n._infolayer.selectAll(\".annotation-\"+o).remove())}},e.toSVG=function(t){for(var e=t._fullLayout,r=e._subplots[u],n=e._size,i=0;i<r.length;i++){var a=e[r[i]],o=a.domain,s=a._scene,c=s.toImage(\"png\");e._glimages.append(\"svg:image\").attr({xmlns:l.svg,\"xlink:href\":c,x:n.l+n.w*o.x[0],y:n.t+n.h*(1-o.y[1]),width:n.w*(o.x[1]-o.x[0]),height:n.h*(o.y[1]-o.y[0]),preserveAspectRatio:\"none\"}),s.destroy()}},e.cleanId=function(t){if(t.match(/^scene[0-9]*$/)){var e=t.substr(5);return\"1\"===e&&(e=\"\"),c+e}},e.updateFx=function(t){for(var e=t._fullLayout,r=e._subplots[u],n=0;n<r.length;n++)e[r[n]]._scene.updateFx(e.dragmode,e.hovermode)}},6636:function(t){\"use strict\";t.exports={scene:{valType:\"subplotid\",dflt:\"scene\",editType:\"calc+clearAxisTypes\"}}},86140:function(t,e,r){\"use strict\";var n=r(76308),i=r(94724),a=r(92880).extendFlat,o=r(67824).overrideAll;t.exports=o({visible:i.visible,showspikes:{valType:\"boolean\",dflt:!0},spikesides:{valType:\"boolean\",dflt:!0},spikethickness:{valType:\"number\",min:0,dflt:2},spikecolor:{valType:\"color\",dflt:n.defaultLine},showbackground:{valType:\"boolean\",dflt:!1},backgroundcolor:{valType:\"color\",dflt:\"rgba(204, 204, 204, 0.5)\"},showaxeslabels:{valType:\"boolean\",dflt:!0},color:i.color,categoryorder:i.categoryorder,categoryarray:i.categoryarray,title:{text:i.title.text,font:i.title.font},type:a({},i.type,{values:[\"-\",\"linear\",\"log\",\"date\",\"category\"]}),autotypenumbers:i.autotypenumbers,autorange:i.autorange,autorangeoptions:{minallowed:i.autorangeoptions.minallowed,maxallowed:i.autorangeoptions.maxallowed,clipmin:i.autorangeoptions.clipmin,clipmax:i.autorangeoptions.clipmax,include:i.autorangeoptions.include,editType:\"plot\"},rangemode:i.rangemode,minallowed:i.minallowed,maxallowed:i.maxallowed,range:a({},i.range,{items:[{valType:\"any\",editType:\"plot\",impliedEdits:{\"^autorange\":!1}},{valType:\"any\",editType:\"plot\",impliedEdits:{\"^autorange\":!1}}],anim:!1}),tickmode:i.minor.tickmode,nticks:i.nticks,tick0:i.tick0,dtick:i.dtick,tickvals:i.tickvals,ticktext:i.ticktext,ticks:i.ticks,mirror:i.mirror,ticklen:i.ticklen,tickwidth:i.tickwidth,tickcolor:i.tickcolor,showticklabels:i.showticklabels,labelalias:i.labelalias,tickfont:i.tickfont,tickangle:i.tickangle,tickprefix:i.tickprefix,showtickprefix:i.showtickprefix,ticksuffix:i.ticksuffix,showticksuffix:i.showticksuffix,showexponent:i.showexponent,exponentformat:i.exponentformat,minexponent:i.minexponent,separatethousands:i.separatethousands,tickformat:i.tickformat,tickformatstops:i.tickformatstops,hoverformat:i.hoverformat,showline:i.showline,linecolor:i.linecolor,linewidth:i.linewidth,showgrid:i.showgrid,gridcolor:a({},i.gridcolor,{dflt:\"rgb(204, 204, 204)\"}),gridwidth:i.gridwidth,zeroline:i.zeroline,zerolinecolor:i.zerolinecolor,zerolinewidth:i.zerolinewidth,_deprecated:{title:i._deprecated.title,titlefont:i._deprecated.titlefont}},\"plot\",\"from-root\")},64380:function(t,e,r){\"use strict\";var n=r(49760).mix,i=r(3400),a=r(31780),o=r(86140),s=r(14944),l=r(28336),u=[\"xaxis\",\"yaxis\",\"zaxis\"];t.exports=function(t,e,r){var c,f;function h(t,e){return i.coerce(c,f,o,t,e)}for(var p=0;p<u.length;p++){var d=u[p];c=t[d]||{},(f=a.newContainer(e,d))._id=d[0]+r.scene,f._name=d,s(c,f,h,r),l(c,f,h,{font:r.font,letter:d[0],data:r.data,showGrid:!0,noAutotickangles:!0,noTickson:!0,noTicklabelmode:!0,noTicklabelstep:!0,noTicklabelposition:!0,noTicklabeloverflow:!0,noInsiderange:!0,bgColor:r.bgColor,calendar:r.calendar},r.fullLayout),h(\"gridcolor\",n(f.color,r.bgColor,72.72727272727273).toRgbString()),h(\"title.text\",d[0]),f.setScale=i.noop,h(\"showspikes\")&&(h(\"spikesides\"),h(\"spikethickness\"),h(\"spikecolor\",f.color)),h(\"showaxeslabels\"),h(\"showbackground\")&&h(\"backgroundcolor\")}}},44728:function(t,e,r){\"use strict\";var n=r(43080),i=r(3400),a=[\"xaxis\",\"yaxis\",\"zaxis\"];function o(){this.bounds=[[-10,-10,-10],[10,10,10]],this.ticks=[[],[],[]],this.tickEnable=[!0,!0,!0],this.tickFont=[\"sans-serif\",\"sans-serif\",\"sans-serif\"],this.tickSize=[12,12,12],this.tickFontWeight=[\"normal\",\"normal\",\"normal\",\"normal\"],this.tickFontStyle=[\"normal\",\"normal\",\"normal\",\"normal\"],this.tickFontVariant=[\"normal\",\"normal\",\"normal\",\"normal\"],this.tickAngle=[0,0,0],this.tickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.tickPad=[18,18,18],this.labels=[\"x\",\"y\",\"z\"],this.labelEnable=[!0,!0,!0],this.labelFont=[\"Open Sans\",\"Open Sans\",\"Open Sans\"],this.labelSize=[20,20,20],this.labelFontWeight=[\"normal\",\"normal\",\"normal\",\"normal\"],this.labelFontStyle=[\"normal\",\"normal\",\"normal\",\"normal\"],this.labelFontVariant=[\"normal\",\"normal\",\"normal\",\"normal\"],this.labelColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.labelPad=[30,30,30],this.lineEnable=[!0,!0,!0],this.lineMirror=[!1,!1,!1],this.lineWidth=[1,1,1],this.lineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.lineTickEnable=[!0,!0,!0],this.lineTickMirror=[!1,!1,!1],this.lineTickLength=[10,10,10],this.lineTickWidth=[1,1,1],this.lineTickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.gridEnable=[!0,!0,!0],this.gridWidth=[1,1,1],this.gridColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.zeroEnable=[!0,!0,!0],this.zeroLineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.zeroLineWidth=[2,2,2],this.backgroundEnable=[!0,!0,!0],this.backgroundColor=[[.8,.8,.8,.5],[.8,.8,.8,.5],[.8,.8,.8,.5]],this._defaultTickPad=this.tickPad.slice(),this._defaultLabelPad=this.labelPad.slice(),this._defaultLineTickLength=this.lineTickLength.slice()}o.prototype.merge=function(t,e){for(var r=this,o=0;o<3;++o){var s=e[a[o]];s.visible?(r.labels[o]=t._meta?i.templateString(s.title.text,t._meta):s.title.text,\"font\"in s.title&&(s.title.font.color&&(r.labelColor[o]=n(s.title.font.color)),s.title.font.family&&(r.labelFont[o]=s.title.font.family),s.title.font.size&&(r.labelSize[o]=s.title.font.size),s.title.font.weight&&(r.labelFontWeight[o]=s.title.font.weight),s.title.font.style&&(r.labelFontStyle[o]=s.title.font.style),s.title.font.variant&&(r.labelFontVariant[o]=s.title.font.variant)),\"showline\"in s&&(r.lineEnable[o]=s.showline),\"linecolor\"in s&&(r.lineColor[o]=n(s.linecolor)),\"linewidth\"in s&&(r.lineWidth[o]=s.linewidth),\"showgrid\"in s&&(r.gridEnable[o]=s.showgrid),\"gridcolor\"in s&&(r.gridColor[o]=n(s.gridcolor)),\"gridwidth\"in s&&(r.gridWidth[o]=s.gridwidth),\"log\"===s.type?r.zeroEnable[o]=!1:\"zeroline\"in s&&(r.zeroEnable[o]=s.zeroline),\"zerolinecolor\"in s&&(r.zeroLineColor[o]=n(s.zerolinecolor)),\"zerolinewidth\"in s&&(r.zeroLineWidth[o]=s.zerolinewidth),\"ticks\"in s&&s.ticks?r.lineTickEnable[o]=!0:r.lineTickEnable[o]=!1,\"ticklen\"in s&&(r.lineTickLength[o]=r._defaultLineTickLength[o]=s.ticklen),\"tickcolor\"in s&&(r.lineTickColor[o]=n(s.tickcolor)),\"tickwidth\"in s&&(r.lineTickWidth[o]=s.tickwidth),\"tickangle\"in s&&(r.tickAngle[o]=\"auto\"===s.tickangle?-3600:Math.PI*-s.tickangle/180),\"showticklabels\"in s&&(r.tickEnable[o]=s.showticklabels),\"tickfont\"in s&&(s.tickfont.color&&(r.tickColor[o]=n(s.tickfont.color)),s.tickfont.family&&(r.tickFont[o]=s.tickfont.family),s.tickfont.size&&(r.tickSize[o]=s.tickfont.size),s.tickfont.weight&&(r.tickFontWeight[o]=s.tickfont.weight),s.tickfont.style&&(r.tickFontStyle[o]=s.tickfont.style),s.tickfont.variant&&(r.tickFontVariant[o]=s.tickfont.variant)),\"mirror\"in s?-1!==[\"ticks\",\"all\",\"allticks\"].indexOf(s.mirror)?(r.lineTickMirror[o]=!0,r.lineMirror[o]=!0):!0===s.mirror?(r.lineTickMirror[o]=!1,r.lineMirror[o]=!0):(r.lineTickMirror[o]=!1,r.lineMirror[o]=!1):r.lineMirror[o]=!1,\"showbackground\"in s&&!1!==s.showbackground?(r.backgroundEnable[o]=!0,r.backgroundColor[o]=n(s.backgroundcolor)):r.backgroundEnable[o]=!1):(r.tickEnable[o]=!1,r.labelEnable[o]=!1,r.lineEnable[o]=!1,r.lineTickEnable[o]=!1,r.gridEnable[o]=!1,r.zeroEnable[o]=!1,r.backgroundEnable[o]=!1)}},t.exports=function(t,e){var r=new o;return r.merge(t,e),r}},5208:function(t,e,r){\"use strict\";var n=r(3400),i=r(76308),a=r(24040),o=r(168),s=r(64380),l=r(346),u=r(84888).op,c=\"gl3d\";function f(t,e,r,n){for(var o=r(\"bgcolor\"),l=i.combine(o,n.paper_bgcolor),f=[\"up\",\"center\",\"eye\"],h=0;h<f.length;h++)r(\"camera.\"+f[h]+\".x\"),r(\"camera.\"+f[h]+\".y\"),r(\"camera.\"+f[h]+\".z\");r(\"camera.projection.type\");var p=!!r(\"aspectratio.x\")&&!!r(\"aspectratio.y\")&&!!r(\"aspectratio.z\"),d=r(\"aspectmode\",p?\"manual\":\"auto\");p||(t.aspectratio=e.aspectratio={x:1,y:1,z:1},\"manual\"===d&&(e.aspectmode=\"auto\"),t.aspectmode=e.aspectmode);var v=u(n.fullData,c,n.id);s(t,e,{font:n.font,scene:n.id,data:v,bgColor:l,calendar:n.calendar,autotypenumbersDflt:n.autotypenumbersDflt,fullLayout:n.fullLayout}),a.getComponentMethod(\"annotations3d\",\"handleDefaults\")(t,e,n);var g=n.getDfltFromLayout(\"dragmode\");if(!1!==g&&!g)if(g=\"orbit\",t.camera&&t.camera.up){var y=t.camera.up.x,m=t.camera.up.y,x=t.camera.up.z;0!==x&&(y&&m&&x?x/Math.sqrt(y*y+m*m+x*x)>.999&&(g=\"turntable\"):g=\"turntable\")}else g=\"turntable\";r(\"dragmode\",g),r(\"hovermode\",n.getDfltFromLayout(\"hovermode\"))}t.exports=function(t,e,r){var i=e._basePlotModules.length>1;o(t,e,r,{type:c,attributes:l,handleDefaults:f,fullLayout:e,font:e.font,fullData:r,getDfltFromLayout:function(e){if(!i)return n.validate(t[e],l[e])?t[e]:void 0},autotypenumbersDflt:e.autotypenumbers,paper_bgcolor:e.paper_bgcolor,calendar:e.calendar})}},346:function(t,e,r){\"use strict\";var n=r(86140),i=r(86968).u,a=r(92880).extendFlat,o=r(3400).counterRegex;function s(t,e,r){return{x:{valType:\"number\",dflt:t,editType:\"camera\"},y:{valType:\"number\",dflt:e,editType:\"camera\"},z:{valType:\"number\",dflt:r,editType:\"camera\"},editType:\"camera\"}}t.exports={_arrayAttrRegexps:[o(\"scene\",\".annotations\",!0)],bgcolor:{valType:\"color\",dflt:\"rgba(0,0,0,0)\",editType:\"plot\"},camera:{up:a(s(0,0,1),{}),center:a(s(0,0,0),{}),eye:a(s(1.25,1.25,1.25),{}),projection:{type:{valType:\"enumerated\",values:[\"perspective\",\"orthographic\"],dflt:\"perspective\",editType:\"calc\"},editType:\"calc\"},editType:\"camera\"},domain:i({name:\"scene\",editType:\"plot\"}),aspectmode:{valType:\"enumerated\",values:[\"auto\",\"cube\",\"data\",\"manual\"],dflt:\"auto\",editType:\"plot\",impliedEdits:{\"aspectratio.x\":void 0,\"aspectratio.y\":void 0,\"aspectratio.z\":void 0}},aspectratio:{x:{valType:\"number\",min:0,editType:\"plot\",impliedEdits:{\"^aspectmode\":\"manual\"}},y:{valType:\"number\",min:0,editType:\"plot\",impliedEdits:{\"^aspectmode\":\"manual\"}},z:{valType:\"number\",min:0,editType:\"plot\",impliedEdits:{\"^aspectmode\":\"manual\"}},editType:\"plot\",impliedEdits:{aspectmode:\"manual\"}},xaxis:n,yaxis:n,zaxis:n,dragmode:{valType:\"enumerated\",values:[\"orbit\",\"turntable\",\"zoom\",\"pan\",!1],editType:\"plot\"},hovermode:{valType:\"enumerated\",values:[\"closest\",!1],dflt:\"closest\",editType:\"modebar\"},uirevision:{valType:\"any\",editType:\"none\"},editType:\"plot\",_deprecated:{cameraposition:{valType:\"info_array\",editType:\"camera\"}}}},9020:function(t,e,r){\"use strict\";var n=r(43080),i=[\"xaxis\",\"yaxis\",\"zaxis\"];function a(){this.enabled=[!0,!0,!0],this.colors=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.drawSides=[!0,!0,!0],this.lineWidth=[1,1,1]}a.prototype.merge=function(t){for(var e=0;e<3;++e){var r=t[i[e]];r.visible?(this.enabled[e]=r.showspikes,this.colors[e]=n(r.spikecolor),this.drawSides[e]=r.spikesides,this.lineWidth[e]=r.spikethickness):(this.enabled[e]=!1,this.drawSides[e]=!1)}},t.exports=function(t){var e=new a;return e.merge(t),e}},87152:function(t,e,r){\"use strict\";t.exports=function(t){for(var e=t.axesOptions,r=t.glplot.axesPixels,s=t.fullSceneLayout,l=[[],[],[]],u=0;u<3;++u){var c=s[a[u]];if(c._length=(r[u].hi-r[u].lo)*r[u].pixelsPerDataUnit/t.dataScale[u],Math.abs(c._length)===1/0||isNaN(c._length))l[u]=[];else{c._input_range=c.range.slice(),c.range[0]=r[u].lo/t.dataScale[u],c.range[1]=r[u].hi/t.dataScale[u],c._m=1/(t.dataScale[u]*r[u].pixelsPerDataUnit),c.range[0]===c.range[1]&&(c.range[0]-=1,c.range[1]+=1);var f=c.tickmode;if(\"auto\"===c.tickmode){c.tickmode=\"linear\";var h=c.nticks||i.constrain(c._length/40,4,9);n.autoTicks(c,Math.abs(c.range[1]-c.range[0])/h)}for(var p=n.calcTicks(c,{msUTC:!0}),d=0;d<p.length;++d)p[d].x=p[d].x*t.dataScale[u],\"date\"===c.type&&(p[d].text=p[d].text.replace(/\\<br\\>/g,\" \"));l[u]=p,c.tickmode=f}}for(e.ticks=l,u=0;u<3;++u)for(o[u]=.5*(t.glplot.bounds[0][u]+t.glplot.bounds[1][u]),d=0;d<2;++d)e.bounds[d][u]=t.glplot.bounds[d][u];t.contourLevels=function(t){for(var e=new Array(3),r=0;r<3;++r){for(var n=t[r],i=new Array(n.length),a=0;a<n.length;++a)i[a]=n[a].x;e[r]=i}return e}(l)};var n=r(54460),i=r(3400),a=[\"xaxis\",\"yaxis\",\"zaxis\"],o=[0,0,0]},94424:function(t){\"use strict\";function e(t,e){var r,n,i=[0,0,0,0];for(r=0;r<4;++r)for(n=0;n<4;++n)i[n]+=t[4*r+n]*e[r];return i}t.exports=function(t,r){return e(t.projection,e(t.view,e(t.model,[r[0],r[1],r[2],1])))}},98432:function(t,e,r){\"use strict\";var n,i,a=r(67792).gl_plot3d,o=a.createCamera,s=a.createScene,l=r(5408),u=r(89184),c=r(24040),f=r(3400),h=f.preserveDrawingBuffer(),p=r(54460),d=r(93024),v=r(43080),g=r(16576),y=r(94424),m=r(44728),x=r(9020),b=r(87152),_=r(19280).applyAutorangeOptions,w=!1;function T(t,e){var r=document.createElement(\"div\"),n=t.container;this.graphDiv=t.graphDiv;var i=document.createElementNS(\"http://www.w3.org/2000/svg\",\"svg\");i.style.position=\"absolute\",i.style.top=i.style.left=\"0px\",i.style.width=i.style.height=\"100%\",i.style[\"z-index\"]=20,i.style[\"pointer-events\"]=\"none\",r.appendChild(i),this.svgContainer=i,r.id=t.id,r.style.position=\"absolute\",r.style.top=r.style.left=\"0px\",r.style.width=r.style.height=\"100%\",n.appendChild(r),this.fullLayout=e,this.id=t.id||\"scene\",this.fullSceneLayout=e[this.id],this.plotArgs=[[],{},{}],this.axesOptions=m(e,e[this.id]),this.spikeOptions=x(e[this.id]),this.container=r,this.staticMode=!!t.staticPlot,this.pixelRatio=this.pixelRatio||t.plotGlPixelRatio||2,this.dataScale=[1,1,1],this.contourLevels=[[],[],[]],this.convertAnnotations=c.getComponentMethod(\"annotations3d\",\"convert\"),this.drawAnnotations=c.getComponentMethod(\"annotations3d\",\"draw\"),this.initializeGLPlot()}var k=T.prototype;k.prepareOptions=function(){var t=this,e={canvas:t.canvas,gl:t.gl,glOptions:{preserveDrawingBuffer:h,premultipliedAlpha:!0,antialias:!0},container:t.container,axes:t.axesOptions,spikes:t.spikeOptions,pickRadius:10,snapToData:!0,autoScale:!0,autoBounds:!1,cameraObject:t.camera,pixelRatio:t.pixelRatio};if(t.staticMode){if(!(i||(n=document.createElement(\"canvas\"),i=l({canvas:n,preserveDrawingBuffer:!0,premultipliedAlpha:!0,antialias:!0}))))throw new Error(\"error creating static canvas/context for image server\");e.gl=i,e.canvas=n}return e};var A=!0;k.tryCreatePlot=function(){var t=this,e=t.prepareOptions(),r=!0;try{t.glplot=s(e)}catch(n){if(t.staticMode||!A||h)r=!1;else{f.warn([\"webgl setup failed possibly due to\",\"false preserveDrawingBuffer config.\",\"The mobile/tablet device may not be detected by is-mobile module.\",\"Enabling preserveDrawingBuffer in second attempt to create webgl scene...\"].join(\" \"));try{h=e.glOptions.preserveDrawingBuffer=!0,t.glplot=s(e)}catch(t){h=e.glOptions.preserveDrawingBuffer=!1,r=!1}}}return A=!1,r},k.initializeGLCamera=function(){var t=this,e=t.fullSceneLayout.camera,r=\"orthographic\"===e.projection.type;t.camera=o(t.container,{center:[e.center.x,e.center.y,e.center.z],eye:[e.eye.x,e.eye.y,e.eye.z],up:[e.up.x,e.up.y,e.up.z],_ortho:r,zoomMin:.01,zoomMax:100,mode:\"orbit\"})},k.initializeGLPlot=function(){var t=this;if(t.initializeGLCamera(),!t.tryCreatePlot())return g(t);t.traces={},t.make4thDimension();var e=t.graphDiv,r=e.layout,n=function(){var e={};return t.isCameraChanged(r)&&(e[t.id+\".camera\"]=t.getCamera()),t.isAspectChanged(r)&&(e[t.id+\".aspectratio\"]=t.glplot.getAspectratio(),\"manual\"!==r[t.id].aspectmode&&(t.fullSceneLayout.aspectmode=r[t.id].aspectmode=e[t.id+\".aspectmode\"]=\"manual\")),e},i=function(t){if(!1!==t.fullSceneLayout.dragmode){var e=n();t.saveLayout(r),t.graphDiv.emit(\"plotly_relayout\",e)}};return t.glplot.canvas&&(t.glplot.canvas.addEventListener(\"mouseup\",(function(){i(t)})),t.glplot.canvas.addEventListener(\"touchstart\",(function(){w=!0})),t.glplot.canvas.addEventListener(\"wheel\",(function(r){if(e._context._scrollZoom.gl3d){if(t.camera._ortho){var n=r.deltaX>r.deltaY?1.1:1/1.1,a=t.glplot.getAspectratio();t.glplot.setAspectratio({x:n*a.x,y:n*a.y,z:n*a.z})}i(t)}}),!!u&&{passive:!1}),t.glplot.canvas.addEventListener(\"mousemove\",(function(){if(!1!==t.fullSceneLayout.dragmode&&0!==t.camera.mouseListener.buttons){var e=n();t.graphDiv.emit(\"plotly_relayouting\",e)}})),t.staticMode||t.glplot.canvas.addEventListener(\"webglcontextlost\",(function(r){e&&e.emit&&e.emit(\"plotly_webglcontextlost\",{event:r,layer:t.id})}),!1)),t.glplot.oncontextloss=function(){t.recoverContext()},t.glplot.onrender=function(){t.render()},!0},k.render=function(){var t,e=this,r=e.graphDiv,n=e.svgContainer,i=e.container.getBoundingClientRect();r._fullLayout._calcInverseTransform(r);var a=r._fullLayout._invScaleX,o=r._fullLayout._invScaleY,s=i.width*a,l=i.height*o;n.setAttributeNS(null,\"viewBox\",\"0 0 \"+s+\" \"+l),n.setAttributeNS(null,\"width\",s),n.setAttributeNS(null,\"height\",l),b(e),e.glplot.axes.update(e.axesOptions);for(var u=Object.keys(e.traces),c=null,h=e.glplot.selection,v=0;v<u.length;++v)\"skip\"!==(t=e.traces[u[v]]).data.hoverinfo&&t.handlePick(h)&&(c=t),t.setContourLevels&&t.setContourLevels();function g(t,r,n){var i=e.fullSceneLayout[t+\"axis\"];return\"log\"!==i.type&&(r=i.d2l(r)),p.hoverLabelText(i,r,n)}if(null!==c){var m=y(e.glplot.cameraParams,h.dataCoordinate);t=c.data;var x,_=r._fullData[t.index],T=h.index,k={xLabel:g(\"x\",h.traceCoordinate[0],t.xhoverformat),yLabel:g(\"y\",h.traceCoordinate[1],t.yhoverformat),zLabel:g(\"z\",h.traceCoordinate[2],t.zhoverformat)},A=d.castHoverinfo(_,e.fullLayout,T),M=(A||\"\").split(\"+\"),S=A&&\"all\"===A;_.hovertemplate||S||(-1===M.indexOf(\"x\")&&(k.xLabel=void 0),-1===M.indexOf(\"y\")&&(k.yLabel=void 0),-1===M.indexOf(\"z\")&&(k.zLabel=void 0),-1===M.indexOf(\"text\")&&(h.textLabel=void 0),-1===M.indexOf(\"name\")&&(c.name=void 0));var E=[];\"cone\"===t.type||\"streamtube\"===t.type?(k.uLabel=g(\"x\",h.traceCoordinate[3],t.uhoverformat),(S||-1!==M.indexOf(\"u\"))&&E.push(\"u: \"+k.uLabel),k.vLabel=g(\"y\",h.traceCoordinate[4],t.vhoverformat),(S||-1!==M.indexOf(\"v\"))&&E.push(\"v: \"+k.vLabel),k.wLabel=g(\"z\",h.traceCoordinate[5],t.whoverformat),(S||-1!==M.indexOf(\"w\"))&&E.push(\"w: \"+k.wLabel),k.normLabel=h.traceCoordinate[6].toPrecision(3),(S||-1!==M.indexOf(\"norm\"))&&E.push(\"norm: \"+k.normLabel),\"streamtube\"===t.type&&(k.divergenceLabel=h.traceCoordinate[7].toPrecision(3),(S||-1!==M.indexOf(\"divergence\"))&&E.push(\"divergence: \"+k.divergenceLabel)),h.textLabel&&E.push(h.textLabel),x=E.join(\"<br>\")):\"isosurface\"===t.type||\"volume\"===t.type?(k.valueLabel=p.hoverLabelText(e._mockAxis,e._mockAxis.d2l(h.traceCoordinate[3]),t.valuehoverformat),E.push(\"value: \"+k.valueLabel),h.textLabel&&E.push(h.textLabel),x=E.join(\"<br>\")):x=h.textLabel;var L={x:h.traceCoordinate[0],y:h.traceCoordinate[1],z:h.traceCoordinate[2],data:_._input,fullData:_,curveNumber:_.index,pointNumber:T};d.appendArrayPointValue(L,_,T),t._module.eventData&&(L=_._module.eventData(L,h,_,{},T));var C={points:[L]};if(e.fullSceneLayout.hovermode){var P=[];d.loneHover({trace:_,x:(.5+.5*m[0]/m[3])*s,y:(.5-.5*m[1]/m[3])*l,xLabel:k.xLabel,yLabel:k.yLabel,zLabel:k.zLabel,text:x,name:c.name,color:d.castHoverOption(_,T,\"bgcolor\")||c.color,borderColor:d.castHoverOption(_,T,\"bordercolor\"),fontFamily:d.castHoverOption(_,T,\"font.family\"),fontSize:d.castHoverOption(_,T,\"font.size\"),fontColor:d.castHoverOption(_,T,\"font.color\"),nameLength:d.castHoverOption(_,T,\"namelength\"),textAlign:d.castHoverOption(_,T,\"align\"),hovertemplate:f.castOption(_,T,\"hovertemplate\"),hovertemplateLabels:f.extendFlat({},L,k),eventData:[L]},{container:n,gd:r,inOut_bbox:P}),L.bbox=P[0]}h.distance<5&&(h.buttons||w)?r.emit(\"plotly_click\",C):r.emit(\"plotly_hover\",C),this.oldEventData=C}else d.loneUnhover(n),this.oldEventData&&r.emit(\"plotly_unhover\",this.oldEventData),this.oldEventData=void 0;e.drawAnnotations(e)},k.recoverContext=function(){var t=this;t.glplot.dispose();var e=function(){t.glplot.gl.isContextLost()?requestAnimationFrame(e):t.initializeGLPlot()?t.plot.apply(t,t.plotArgs):f.error(\"Catastrophic and unrecoverable WebGL error. Context lost.\")};requestAnimationFrame(e)};var M=[\"xaxis\",\"yaxis\",\"zaxis\"];function S(t,e,r){for(var n=t.fullSceneLayout,i=0;i<3;i++){var a=M[i],o=a.charAt(0),s=n[a],l=e[o],u=e[o+\"calendar\"],c=e[\"_\"+o+\"length\"];if(f.isArrayOrTypedArray(l))for(var h,p=0;p<(c||l.length);p++)if(f.isArrayOrTypedArray(l[p]))for(var d=0;d<l[p].length;++d)h=s.d2l(l[p][d],0,u),!isNaN(h)&&isFinite(h)&&(r[0][i]=Math.min(r[0][i],h),r[1][i]=Math.max(r[1][i],h));else h=s.d2l(l[p],0,u),!isNaN(h)&&isFinite(h)&&(r[0][i]=Math.min(r[0][i],h),r[1][i]=Math.max(r[1][i],h));else r[0][i]=Math.min(r[0][i],0),r[1][i]=Math.max(r[1][i],c-1)}}k.plot=function(t,e,r){var n=this;if(n.plotArgs=[t,e,r],!n.glplot.contextLost){var i,a,o,s,l,u,c=e[n.id],f=r[n.id];n.fullLayout=e,n.fullSceneLayout=c,n.axesOptions.merge(e,c),n.spikeOptions.merge(c),n.setViewport(c),n.updateFx(c.dragmode,c.hovermode),n.camera.enableWheel=n.graphDiv._context._scrollZoom.gl3d,n.glplot.setClearColor(v(c.bgcolor)),n.setConvert(l),t?Array.isArray(t)||(t=[t]):t=[];var h=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]];for(o=0;o<t.length;++o)!0===(i=t[o]).visible&&0!==i._length&&S(this,i,h);!function(t,e){for(var r=t.fullSceneLayout,n=r.annotations||[],i=0;i<3;i++)for(var a=M[i],o=a.charAt(0),s=r[a],l=0;l<n.length;l++){var u=n[l];if(u.visible){var c=s.r2l(u[o]);!isNaN(c)&&isFinite(c)&&(e[0][i]=Math.min(e[0][i],c),e[1][i]=Math.max(e[1][i],c))}}}(this,h);var p=[1,1,1];for(s=0;s<3;++s)h[1][s]===h[0][s]?p[s]=1:p[s]=1/(h[1][s]-h[0][s]);for(n.dataScale=p,n.convertAnnotations(this),o=0;o<t.length;++o)!0===(i=t[o]).visible&&0!==i._length&&((a=n.traces[i.uid])?a.data.type===i.type?a.update(i):(a.dispose(),a=i._module.plot(this,i),n.traces[i.uid]=a):(a=i._module.plot(this,i),n.traces[i.uid]=a),a.name=i.name);var d=Object.keys(n.traces);t:for(o=0;o<d.length;++o){for(s=0;s<t.length;++s)if(t[s].uid===d[o]&&!0===t[s].visible&&0!==t[s]._length)continue t;(a=n.traces[d[o]]).dispose(),delete n.traces[d[o]]}n.glplot.objects.sort((function(t,e){return t._trace.data.index-e._trace.data.index}));var g,y=[[0,0,0],[0,0,0]],m=[],x={};for(o=0;o<3;++o){var b;if((u=(l=c[M[o]]).type)in x?(x[u].acc*=p[o],x[u].count+=1):x[u]={acc:p[o],count:1},l.autorange){y[0][o]=1/0,y[1][o]=-1/0;var w=n.glplot.objects,T=n.fullSceneLayout.annotations||[],k=l._name.charAt(0);for(s=0;s<w.length;s++){var 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t=this;t.glplot&&(t.camera.mouseListener.enabled=!1,t.container.removeEventListener(\"wheel\",t.camera.wheelListener),t.camera=null,t.glplot.dispose(),t.container.parentNode.removeChild(t.container),t.glplot=null)},k.getCamera=function(){var t,e=this;return e.camera.view.recalcMatrix(e.camera.view.lastT()),{up:{x:(t=e.camera).up[0],y:t.up[1],z:t.up[2]},center:{x:t.center[0],y:t.center[1],z:t.center[2]},eye:{x:t.eye[0],y:t.eye[1],z:t.eye[2]},projection:{type:!0===t._ortho?\"orthographic\":\"perspective\"}}},k.setViewport=function(t){var e,r=this,n=t.camera;r.camera.lookAt.apply(this,[[(e=n).eye.x,e.eye.y,e.eye.z],[e.center.x,e.center.y,e.center.z],[e.up.x,e.up.y,e.up.z]]),r.glplot.setAspectratio(t.aspectratio),\"orthographic\"===n.projection.type!==r.camera._ortho&&(r.glplot.redraw(),r.glplot.clearRGBA(),r.glplot.dispose(),r.initializeGLPlot())},k.isCameraChanged=function(t){var e=this.getCamera(),r=f.nestedProperty(t,this.id+\".camera\").get();function n(t,e,r,n){var 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n=0;n<r;++n)for(var i=0;i<e;++i){var a=4*(e*n+i),o=t[a+3];if(o>0)for(var s=255/o,l=0;l<3;++l)t[a+l]=Math.min(s*t[a+l],255)}}(o,i,a);var s=document.createElement(\"canvas\");s.width=i,s.height=a;var l,u=s.getContext(\"2d\",{willReadFrequently:!0}),c=u.createImageData(i,a);switch(c.data.set(o),u.putImageData(c,0,0),t){case\"jpeg\":l=s.toDataURL(\"image/jpeg\");break;case\"webp\":l=s.toDataURL(\"image/webp\");break;default:l=s.toDataURL(\"image/png\")}return e.staticMode&&e.container.removeChild(n),l},k.setConvert=function(){for(var t=0;t<3;t++){var e=this.fullSceneLayout[M[t]];p.setConvert(e,this.fullLayout),e.setScale=f.noop}},k.make4thDimension=function(){var t=this,e=t.graphDiv._fullLayout;t._mockAxis={type:\"linear\",showexponent:\"all\",exponentformat:\"B\"},p.setConvert(t._mockAxis,e)},t.exports=T},52094:function(t){\"use strict\";t.exports=function(t,e,r,n){n=n||t.length;for(var i=new Array(n),a=0;a<n;a++)i[a]=[t[a],e[a],r[a]];return i}},64859:function(t,e,r){\"use strict\";var 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e,r,s=this,u=s.isSmith,c=s.gd,f=s.layers,h=t._zoomlayer,p=S.MINZOOM,d=S.OFFEDGE,v=s.radius,x=s.innerRadius,T=s.cx,k=s.cy,A=s.cxx,M=s.cyy,L=s.sectorInRad,C=s.vangles,P=s.radialAxis,O=E.clampTiny,I=E.findXYatLength,z=E.findEnclosingVertexAngles,D=S.cornerHalfWidth,R=S.cornerLen/2,F=g.makeDragger(f,\"path\",\"maindrag\",!1===t.dragmode?\"none\":\"crosshair\");n.select(F).attr(\"d\",s.pathSubplot()).attr(\"transform\",l(T,k)),F.onmousemove=function(t){m.hover(c,t,s.id),c._fullLayout._lasthover=F,c._fullLayout._hoversubplot=s.id},F.onmouseout=function(t){c._dragging||y.unhover(c,t)};var B,N,j,U,V,q,H,G,W,Y={element:F,gd:c,subplot:s.id,plotinfo:{id:s.id,xaxis:s.xaxis,yaxis:s.yaxis},xaxes:[s.xaxis],yaxes:[s.yaxis]};function X(t,e){return Math.sqrt(t*t+e*e)}function Z(t,e){return X(t-A,e-M)}function K(t,e){return Math.atan2(M-e,t-A)}function J(t,e){return[t*Math.cos(e),t*Math.sin(-e)]}function $(t,e){if(0===t)return s.pathSector(2*D);var 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p=c._fullLayout._invTransform;e=c._fullLayout._invScaleX,r=c._fullLayout._invScaleY;var d=o.apply3DTransform(p)(n-f.left,a-f.top);if(B=d[0],N=d[1],C){var y=E.findPolygonOffset(v,L[0],L[1],C);B+=A+y[0],N+=M+y[1]}switch(l){case\"zoom\":Y.clickFn=st,u||(Y.moveFn=C?it:rt,Y.doneFn=at,function(){j=null,U=null,V=s.pathSubplot(),q=!1;var t=c._fullLayout[s.id];H=i(t.bgcolor).getLuminance(),(G=g.makeZoombox(h,H,T,k,V)).attr(\"fill-rule\",\"evenodd\"),W=g.makeCorners(h,T,k),w(c)}());break;case\"select\":case\"lasso\":b(t,n,a,Y,l)}},y.init(Y)},N.updateRadialDrag=function(t,e,r){var i=this,u=i.gd,c=i.layers,f=i.radius,h=i.innerRadius,p=i.cx,d=i.cy,v=i.radialAxis,m=S.radialDragBoxSize,x=m/2;if(v.visible){var b,_,T,M=R(i.radialAxisAngle),E=v._rl,L=E[0],C=E[1],P=E[r],O=.75*(E[1]-E[0])/(1-i.getHole(e))/f;r?(b=p+(f+x)*Math.cos(M),_=d-(f+x)*Math.sin(M),T=\"radialdrag\"):(b=p+(h-x)*Math.cos(M),_=d-(h-x)*Math.sin(M),T=\"radialdrag-inner\");var I,z,D,B=g.makeRectDragger(c,T,\"crosshair\",-x,-x,m,m),N={element:B,gd:u};!1===t.dragmode&&(N.dragmode=!1),V(n.select(B),v.visible&&h<f,{transform:l(b,_)}),N.prepFn=function(){I=null,z=null,D=null,N.moveFn=j,N.doneFn=q,w(u)},N.clampFn=function(t,e){return Math.sqrt(t*t+e*e)<S.MINDRAG&&(t=0,e=0),[t,e]},y.init(N)}function j(t,e){if(I)I(t,e);else{var n=[t,-e],a=[Math.cos(M),Math.sin(M)],s=Math.abs(o.dot(n,a)/Math.sqrt(o.dot(n,n)));isNaN(s)||(I=s<.5?H:G)}var l={};!function(t){null!==z?t[i.id+\".radialaxis.angle\"]=z:null!==D&&(t[i.id+\".radialaxis.range[\"+r+\"]\"]=D)}(l),u.emit(\"plotly_relayouting\",l)}function q(){null!==z?a.call(\"_guiRelayout\",u,i.id+\".radialaxis.angle\",z):null!==D&&a.call(\"_guiRelayout\",u,i.id+\".radialaxis.range[\"+r+\"]\",D)}function H(t,e){if(0!==r){var n=b+t,a=_+e;z=Math.atan2(d-a,n-p),i.vangles&&(z=U(z,i.vangles)),z=F(z);var o=l(p,d)+s(-z);c[\"radial-axis\"].attr(\"transform\",o),c[\"radial-line\"].select(\"line\").attr(\"transform\",o);var 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i=t[0].trace,o=\"h\"===i.orientation,s=\"waterfall\"===i.type,l=\"funnel\"===i.type;function u(t){return c(o?r:n,+t,!0).text}var f,h,p=i.textinfo,d=t[e],v=p.split(\"+\"),g=[],y=function(t){return-1!==v.indexOf(t)};if(y(\"label\")&&g.push((h=t[e].p,c(o?n:r,h,!0).text)),y(\"text\")&&(0===(f=a.castOption(i,d.i,\"text\"))||f)&&g.push(f),s){var m=+d.rawS||d.s,x=d.v,b=x-m;y(\"initial\")&&g.push(u(b)),y(\"delta\")&&g.push(u(m)),y(\"final\")&&g.push(u(x))}if(l){y(\"value\")&&g.push(u(d.s));var _=0;y(\"percent initial\")&&_++,y(\"percent previous\")&&_++,y(\"percent total\")&&_++;var w=_>1;y(\"percent initial\")&&(f=a.formatPercent(d.begR),w&&(f+=\" of initial\"),g.push(f)),y(\"percent previous\")&&(f=a.formatPercent(d.difR),w&&(f+=\" of previous\"),g.push(f)),y(\"percent total\")&&(f=a.formatPercent(d.sumR),w&&(f+=\" of total\"),g.push(f))}return g.join(\"<br>\")}(e,r,n,i):v.getValue(s.text,r),v.coerceString(m,o)}(I,n,i,S,O);k=function(t,e){var r=v.getValue(t.textposition,e);return v.coerceEnumerated(x,r)}(D,i);var B=\"stack\"===w.mode||\"relative\"===w.mode,N=n[i],j=!B||N._outmost,U=N.hasB,V=g&&g-y>_;if(F&&\"none\"!==k&&(!N.isBlank&&s!==u&&f!==p||\"auto\"!==k&&\"inside\"!==k)){var q=I.font,H=d.getBarColor(n[i],D),G=d.getInsideTextFont(D,i,q,H),W=d.getOutsideTextFont(D,i,q),Y=D.insidetextanchor||\"end\",X=r.datum();R?\"log\"===S.type&&X.s0<=0&&(s=S.range[0]<S.range[1]?0:S._length):\"log\"===O.type&&X.s0<=0&&(f=O.range[0]<O.range[1]?O._length:0);var Z,K,J,$,Q,tt=Math.abs(u-s),et=Math.abs(p-f),rt=tt-2*_,nt=et-2*_;if(\"outside\"===k&&(j||N.hasB||(k=\"inside\")),\"auto\"===k)if(j){k=\"inside\",Z=z(r,F,Q=a.ensureUniformFontSize(t,G)),J=(K=l.bBox(Z.node())).width,$=K.height;var it,at=J>0&&$>0;it=V?U?E(rt-2*g,nt,J,$,R)||E(rt,nt-2*g,J,$,R):R?E(rt-(g-y),nt,J,$,R)||E(rt,nt-2*(g-y),J,$,R):E(rt,nt-(g-y),J,$,R)||E(rt-2*(g-y),nt,J,$,R):E(rt,nt,J,$,R),at&&it?k=\"inside\":(k=\"outside\",Z.remove(),Z=null)}else k=\"inside\";if(!Z){var ot=(Z=z(r,F,Q=a.ensureUniformFontSize(t,\"outside\"===k?W:G))).attr(\"transform\");if(Z.attr(\"transform\",\"\"),J=(K=l.bBox(Z.node())).width,$=K.height,Z.attr(\"transform\",ot),J<=0||$<=0)return void Z.remove()}var st,lt=D.textangle;st=\"outside\"===k?function(t,e,r,n,i,a){var o,s=!!a.isHorizontal,l=!!a.constrained,u=a.angle||0,c=i.width,f=i.height,h=Math.abs(e-t),p=Math.abs(n-r);o=s?p>2*_?_:0:h>2*_?_:0;var d=1;l&&(d=s?Math.min(1,p/f):Math.min(1,h/c));var v=L(u),g=C(i,v),y=(s?g.x:g.y)/2,m=(i.left+i.right)/2,x=(i.top+i.bottom)/2,b=(t+e)/2,w=(r+n)/2,T=0,k=0,M=s?A(e,t):A(r,n);return s?(b=e-M*o,T=M*y):(w=n+M*o,k=-M*y),{textX:m,textY:x,targetX:b,targetY:w,anchorX:T,anchorY:k,scale:d,rotate:v}}(s,u,f,p,K,{isHorizontal:R,constrained:\"both\"===D.constraintext||\"outside\"===D.constraintext,angle:lt}):P(s,u,f,p,K,{isHorizontal:R,constrained:\"both\"===D.constraintext||\"inside\"===D.constraintext,angle:lt,anchor:Y,hasB:U,r:g,overhead:y}),st.fontSize=Q.size,h(\"histogram\"===D.type?\"bar\":D.type,st,I),N.transform=st;var ut=M(Z,I,w,T);a.setTransormAndDisplay(ut,st)}else r.select(\"text\").remove()}(t,e,R,r,T,H,G,W,Y,rt,it,g,y),e.layerClipId&&l.hideOutsideRangePoint(u,R.select(\"text\"),w,O,f.xcalendar,f.ycalendar)}));var W=!1===f.cliponaxis;l.setClipUrl(u,W?null:e.layerClipId,t)}));u.getComponentMethod(\"errorbars\",\"plot\")(t,D,e,g)},toMoveInsideBar:P}},45784:function(t){\"use strict\";function e(t,e,r,n,i){var a=e.c2p(n?t.s0:t.p0,!0),o=e.c2p(n?t.s1:t.p1,!0),s=r.c2p(n?t.p0:t.s0,!0),l=r.c2p(n?t.p1:t.s1,!0);return i?[(a+o)/2,(s+l)/2]:n?[o,(s+l)/2]:[(a+o)/2,l]}t.exports=function(t,r){var n,i=t.cd,a=t.xaxis,o=t.yaxis,s=i[0].trace,l=\"funnel\"===s.type,u=\"h\"===s.orientation,c=[];if(!1===r)for(n=0;n<i.length;n++)i[n].selected=0;else for(n=0;n<i.length;n++){var f=i[n],h=\"ct\"in f?f.ct:e(f,a,o,u,l);r.contains(h,!1,n,t)?(c.push({pointNumber:n,x:a.c2d(f.x),y:o.c2d(f.y)}),f.selected=1):f.selected=0}return c}},72592:function(t,e,r){\"use strict\";t.exports=i;var n=r(3400).distinctVals;function i(t,e){this.traces=t,this.sepNegVal=e.sepNegVal,this.overlapNoMerge=e.overlapNoMerge;for(var r=1/0,i=e.posAxis._id.charAt(0),a=[],o=0;o<t.length;o++){for(var s=t[o],l=0;l<s.length;l++){var u=s[l],c=u.p;void 0===c&&(c=u[i]),void 0!==c&&a.push(c)}s[0]&&s[0].width1&&(r=Math.min(s[0].width1,r))}this.positions=a;var f=n(a);this.distinctPositions=f.vals,1===f.vals.length&&r!==1/0?this.minDiff=r:this.minDiff=Math.min(f.minDiff,r);var 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i,a=t.cd[0].trace.hoveron,o=[];return-1!==a.indexOf(\"boxes\")&&(o=o.concat(l(t,e,r,n))),-1!==a.indexOf(\"points\")&&(i=u(t,e,r)),\"closest\"===n?i?[i]:o:i?(o.push(i),o):o},hoverOnBoxes:l,hoverOnPoints:u}},67244:function(t,e,r){\"use strict\";t.exports={attributes:r(63188),layoutAttributes:r(16560),supplyDefaults:r(90624).supplyDefaults,crossTraceDefaults:r(90624).crossTraceDefaults,supplyLayoutDefaults:r(68832).supplyLayoutDefaults,calc:r(62555),crossTraceCalc:r(96404).crossTraceCalc,plot:r(18728).plot,style:r(25776).style,styleOnSelect:r(25776).styleOnSelect,hoverPoints:r(27576).hoverPoints,eventData:r(10392),selectPoints:r(8264),moduleType:\"trace\",name:\"box\",basePlotModule:r(57952),categories:[\"cartesian\",\"svg\",\"symbols\",\"oriented\",\"box-violin\",\"showLegend\",\"boxLayout\",\"zoomScale\"],meta:{}}},16560:function(t){\"use 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b=t.selectAll(\"path.box\").data(\"violin\"!==r.type||r.box.visible?i.identity:[]);b.enter().append(\"path\").style(\"vector-effect\",o?\"none\":\"non-scaling-stroke\").attr(\"class\",\"box\"),b.exit().remove(),b.each((function(t){if(t.empty)return n.select(this).attr(\"d\",\"M0,0Z\");var e=f.c2l(t.pos+p,!0),a=f.l2p(e-s)+v,o=f.l2p(e+l)+v,b=h?(a+o)/2:f.l2p(e)+v,_=r.whiskerwidth,w=h?a*_+(1-_)*b:f.l2p(e-d)+v,T=h?o*_+(1-_)*b:f.l2p(e+d)+v,k=f.l2p(e-s*x)+v,A=f.l2p(e+l*x)+v,M=\"sd\"===r.sizemode,S=c.c2p(M?t.mean-t.sd:t.q1,!0),E=M?c.c2p(t.mean+t.sd,!0):c.c2p(t.q3,!0),L=i.constrain(M?c.c2p(t.mean,!0):c.c2p(t.med,!0),Math.min(S,E)+1,Math.max(S,E)-1),C=void 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n=r(49084),i=r(29736).axisHoverFormat,a=r(21776).Ks,o=r(52948),s=r(45464),l=r(92880).extendFlat,u={x:{valType:\"data_array\",editType:\"calc+clearAxisTypes\"},y:{valType:\"data_array\",editType:\"calc+clearAxisTypes\"},z:{valType:\"data_array\",editType:\"calc+clearAxisTypes\"},u:{valType:\"data_array\",editType:\"calc\"},v:{valType:\"data_array\",editType:\"calc\"},w:{valType:\"data_array\",editType:\"calc\"},sizemode:{valType:\"enumerated\",values:[\"scaled\",\"absolute\",\"raw\"],editType:\"calc\",dflt:\"scaled\"},sizeref:{valType:\"number\",editType:\"calc\",min:0},anchor:{valType:\"enumerated\",editType:\"calc\",values:[\"tip\",\"tail\",\"cm\",\"center\"],dflt:\"cm\"},text:{valType:\"string\",dflt:\"\",arrayOk:!0,editType:\"calc\"},hovertext:{valType:\"string\",dflt:\"\",arrayOk:!0,editType:\"calc\"},hovertemplate:a({editType:\"calc\"},{keys:[\"norm\"]}),uhoverformat:i(\"u\",1),vhoverformat:i(\"v\",1),whoverformat:i(\"w\",1),xhoverformat:i(\"x\"),yhoverformat:i(\"y\"),zhoverformat:i(\"z\"),showlegend:l({},s.showlegend,{dflt:!1})};l(u,n(\"\",{colorAttr:\"u/v/w 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O=C.selectAll(\"text\").data(P);function I(e,r,n,i){if(!e.match(\"s\")||n>=0==i>=0||r(n).slice(-1).match(_)||r(i).slice(-1).match(_))return r;var a=e.slice().replace(\"s\",\"f\").replace(/\\d+/,(function(t){return parseInt(t)-1})),o=k(t,{tickformat:a});return function(t){return Math.abs(t)<1?d.tickText(o,t).text:r(t)}}O.enter().append(\"text\"),O.attr(\"text-anchor\",(function(){return A})).attr(\"class\",(function(t){return t})).attr(\"x\",null).attr(\"y\",null).attr(\"dx\",null).attr(\"dy\",null),O.exit().remove();var z,D=v.mode+v.align;if(v._hasDelta&&(z=function(){var e=k(t,{tickformat:v.delta.valueformat},v._range);e.setScale(),d.prepTicks(e);var i=function(t){return d.tickText(e,t).text},o=v.delta.suffix,s=v.delta.prefix,l=function(t){return v.delta.relative?t.relativeDelta:t.delta},u=function(t,e){return 0===t||\"number\"!=typeof t||isNaN(t)?\"-\":(t>0?v.delta.increasing.symbol:v.delta.decreasing.symbol)+s+e(t)+o},h=function(t){return 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U,V,q,H=j.select(\"path\");w(M)?(H.transition().duration(M.duration).ease(M.easing).each(\"end\",(function(){S&&S()})).each(\"interrupt\",(function(){S&&S()})).attrTween(\"d\",(U=N,V=L(r[0].lastY),q=L(r[0].y),function(){var t=i(V,q);return function(e){return U.endAngle(t(e))()}})),p._lastValue=r[0].y):H.attr(\"d\",\"number\"==typeof r[0].y?N.endAngle(L(r[0].y)):\"M0,0Z\"),H.call(T),j.exit().remove(),F=[];var G=p.gauge.threshold.value;(G||0===G)&&F.push({range:[G,G],color:p.gauge.threshold.color,line:{color:p.gauge.threshold.line.color,width:p.gauge.threshold.line.width},thickness:p.gauge.threshold.thickness});var W=_.selectAll(\"g.threshold-arc\").data(F);W.enter().append(\"g\").classed(\"threshold-arc\",!0).append(\"path\"),W.select(\"path\").call(P).call(T),W.exit().remove();var Y=_.selectAll(\"g.gauge-outline\").data([x]);Y.enter().append(\"g\").classed(\"gauge-outline\",!0).append(\"path\"),Y.select(\"path\").call(P).call(T),Y.exit().remove()}(t,0,e,{radius:U,innerRadius:V,gauge:W,layer:Y,size:B,gaugeBg:C,gaugeOutline:P,transitionOpts:r,onComplete:g});var X=I.selectAll(\"g.bullet\").data(R?e:[]);X.exit().remove();var Z=I.selectAll(\"g.bulletaxis\").data(R?e:[]);Z.exit().remove(),R&&function(t,e,r,n){var i,a,o,s,u,c=r[0].trace,f=n.gauge,p=n.layer,v=n.gaugeBg,g=n.gaugeOutline,y=n.size,x=c.domain,b=n.transitionOpts,_=n.onComplete;f.enter().append(\"g\").classed(\"bullet\",!0),f.attr(\"transform\",l(y.l,y.t)),p.enter().append(\"g\").classed(\"bulletaxis\",!0).classed(\"crisp\",!0),p.selectAll(\"g.xbulletaxistick,path,text\").remove();var A=y.h,M=c.gauge.bar.thickness*A,S=x.x[0],E=x.x[0]+(x.x[1]-x.x[0])*(c._hasNumber||c._hasDelta?1-h.bulletNumberDomainSize:1);function L(t){t.attr(\"width\",(function(t){return 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O=f.selectAll(\"g.value-bullet\").data([c.gauge.bar]);O.enter().append(\"g\").classed(\"value-bullet\",!0).append(\"rect\"),O.select(\"rect\").attr(\"height\",M).attr(\"y\",(A-M)/2).call(T),w(b)?O.select(\"rect\").transition().duration(b.duration).ease(b.easing).each(\"end\",(function(){_&&_()})).each(\"interrupt\",(function(){_&&_()})).attr(\"width\",Math.max(0,i.c2p(Math.min(c.gauge.axis.range[1],r[0].y)))):O.select(\"rect\").attr(\"width\",\"number\"==typeof r[0].y?Math.max(0,i.c2p(Math.min(c.gauge.axis.range[1],r[0].y))):0),O.exit().remove();var I=r.filter((function(){return 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r=\"slices.\"+t;a(r+\".show\")&&(a(r+\".fill\"),a(r+\".locations\"))})),a(\"spaceframe.show\")&&a(\"spaceframe.fill\"),a(\"surface.show\")&&(a(\"surface.count\"),a(\"surface.fill\"),a(\"surface.pattern\")),a(\"contour.show\")&&(a(\"contour.color\"),a(\"contour.width\")),[\"text\",\"hovertext\",\"hovertemplate\",\"lighting.ambient\",\"lighting.diffuse\",\"lighting.specular\",\"lighting.roughness\",\"lighting.fresnel\",\"lighting.vertexnormalsepsilon\",\"lighting.facenormalsepsilon\",\"lightposition.x\",\"lightposition.y\",\"lightposition.z\",\"flatshading\",\"opacity\"].forEach((function(t){a(t)})),o(t,e,n,a,{prefix:\"\",cLetter:\"c\"}),e._length=null):e.visible=!1}t.exports={supplyDefaults:function(t,e,r,i){s(t,e,0,i,(function(r,i){return n.coerce(t,e,a,r,i)}))},supplyIsoDefaults:s}},6296:function(t,e,r){\"use 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n=r(49084),i=r(29736).axisHoverFormat,a=r(21776).Ks,o=r(16716),s=r(45464),l=r(92880).extendFlat;t.exports=l({x:{valType:\"data_array\",editType:\"calc+clearAxisTypes\"},y:{valType:\"data_array\",editType:\"calc+clearAxisTypes\"},z:{valType:\"data_array\",editType:\"calc+clearAxisTypes\"},i:{valType:\"data_array\",editType:\"calc\"},j:{valType:\"data_array\",editType:\"calc\"},k:{valType:\"data_array\",editType:\"calc\"},text:{valType:\"string\",dflt:\"\",arrayOk:!0,editType:\"calc\"},hovertext:{valType:\"string\",dflt:\"\",arrayOk:!0,editType:\"calc\"},hovertemplate:a({editType:\"calc\"}),xhoverformat:i(\"x\"),yhoverformat:i(\"y\"),zhoverformat:i(\"z\"),delaunayaxis:{valType:\"enumerated\",values:[\"x\",\"y\",\"z\"],dflt:\"z\",editType:\"calc\"},alphahull:{valType:\"number\",dflt:-1,editType:\"calc\"},intensity:{valType:\"data_array\",editType:\"calc\"},intensitymode:{valType:\"enumerated\",values:[\"vertex\",\"cell\"],dflt:\"vertex\",editType:\"calc\"},color:{valType:\"color\",editType:\"calc\"},vertexcolor:{valType:\"data_array\",editType:\"calc\"},facecolor:{valType:\"data_array\",editType:\"calc\"},transforms:void 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n=r(67792).gl_mesh3d,i=r(67792).delaunay_triangulate,a=r(67792).alpha_shape,o=r(67792).convex_hull,s=r(33040).parseColorScale,l=r(3400).isArrayOrTypedArray,u=r(43080),c=r(8932).extractOpts,f=r(52094);function h(t,e,r){this.scene=t,this.uid=r,this.mesh=e,this.name=\"\",this.color=\"#fff\",this.data=null,this.showContour=!1}var p=h.prototype;function d(t){for(var e=[],r=t.length,n=0;n<r;n++)e[n]=u(t[n]);return e}function v(t,e,r,n){for(var i=[],a=e.length,o=0;o<a;o++)i[o]=t.d2l(e[o],0,n)*r;return i}function g(t){for(var e=[],r=t.length,n=0;n<r;n++)e[n]=Math.round(t[n]);return e}function y(t,e){for(var r=t.length,n=0;n<r;n++)if(t[n]<=-.5||t[n]>=e-.5)return!1;return!0}p.handlePick=function(t){if(t.object===this.mesh){var e=t.index=t.data.index;t.data._cellCenter?t.traceCoordinate=t.data.dataCoordinate:t.traceCoordinate=[this.data.x[e],this.data.y[e],this.data.z[e]];var r=this.data.hovertext||this.data.text;return l(r)&&void 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p={positions:h,cells:n,lightPosition:[t.lightposition.x,t.lightposition.y,t.lightposition.z],ambient:t.lighting.ambient,diffuse:t.lighting.diffuse,specular:t.lighting.specular,roughness:t.lighting.roughness,fresnel:t.lighting.fresnel,vertexNormalsEpsilon:t.lighting.vertexnormalsepsilon,faceNormalsEpsilon:t.lighting.facenormalsepsilon,opacity:t.opacity,contourEnable:t.contour.show,contourColor:u(t.contour.color).slice(0,3),contourWidth:t.contour.width,useFacetNormals:t.flatshading};if(t.intensity){var m=c(t);this.color=\"#fff\";var x=t.intensitymode;p[x+\"Intensity\"]=t.intensity,p[x+\"IntensityBounds\"]=[m.min,m.max],p.colormap=s(t)}else t.vertexcolor?(this.color=t.vertexcolor[0],p.vertexColors=d(t.vertexcolor)):t.facecolor?(this.color=t.facecolor[0],p.cellColors=d(t.facecolor)):(this.color=t.color,p.meshColor=u(t.color));this.mesh.update(p)},p.dispose=function(){this.scene.glplot.remove(this.mesh),this.mesh.dispose()},t.exports=function(t,e){var r=t.glplot.gl,i=n({gl:r}),a=new 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a,s=t._fullData,l=[];for(i=1/0,a=0;a<s.length;a++){var u=s[a];if(\"ohlc\"===u.type&&!0===u.visible&&u.xaxis===e._id){l.push(u);var c=e.makeCalcdata(u,\"x\");u._origX=c;var f=o(r,e,\"x\",c).vals;u._xcalc=f;var h=n.distinctVals(f).minDiff;h&&isFinite(h)&&(i=Math.min(i,h))}}for(i===1/0&&(i=1),a=0;a<l.length;a++)l[a]._minDiff=i}return i*r.tickwidth}(t,r,e),c=e._minDiff;e._minDiff=null;var f=e._origX;e._origX=null;var h=e._xcalc;e._xcalc=null;var p=u(t,e,f,h,i,l);return e._extremes[r._id]=a.findExtremes(r,h,{vpad:c/2}),p.length?(n.extendFlat(p[0].t,{wHover:c/2,tickLen:s}),p):[{t:{empty:!0}}]},calcCommon:u}},23860:function(t,e,r){\"use strict\";var n=r(3400),i=r(52744),a=r(31147),o=r(20279);function s(t,e,r,n){r(n+\".line.color\"),r(n+\".line.width\",e.line.width),r(n+\".line.dash\",e.line.dash)}t.exports=function(t,e,r,l){function u(r,i){return 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T=a.getDistanceFunction(n,b,_,w);if(a.getClosest(l,T,t),!1===t.index)return null;var k=l[t.index];if(k.empty)return null;var A=c[k.dir],M=A.line.color;return o.opacity(M)&&A.line.width?t.color=M:t.color=A.fillcolor,t.x0=u.c2p(k.pos+v-y,!0),t.x1=u.c2p(k.pos+v+y,!0),t.xLabelVal=void 0!==k.orig_p?k.orig_p:k.pos,t.spikeDistance=w(k)*s/i,t.xSpike=u.c2p(k.pos,!0),t}function f(t,e,r,a){var o=t.cd,s=t.ya,l=o[0].trace,u=o[0].t,f=[],h=c(t,e,r,a);if(!h)return[];var p=o[h.index].hi||l.hoverinfo,d=p.split(\"+\");if(\"all\"!==p&&-1===d.indexOf(\"y\"))return[];for(var v=[\"high\",\"open\",\"close\",\"low\"],g={},y=0;y<v.length;y++){var m,x=v[y],b=l[x][h.index],_=s.c2p(b,!0);b in g?(m=g[b]).yLabel+=\"<br>\"+u.labels[x]+n.hoverLabelText(s,b,l.yhoverformat):((m=i.extendFlat({},h)).y0=m.y1=_,m.yLabelVal=b,m.yLabel=u.labels[x]+n.hoverLabelText(s,b,l.yhoverformat),m.name=\"\",f.push(m),g[b]=m)}return f}function h(t,e,r,i){var a=t.cd,o=t.ya,l=a[0].trace,f=a[0].t,h=c(t,e,r,i);if(!h)return[];var 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n=r(71688).wrap,i=r(94288).hasColorscale,a=r(47128),o=r(68944),s=r(43616),l=r(3400),u=r(38248);function c(t,e,r){t.valueInds.push(e),t.count+=r}function f(t,e,r){return{categoryInds:t,color:e,rawColor:r,valueInds:[],count:0}}function h(t,e,r){t.valueInds.push(e),t.count+=r}t.exports=function(t,e){var r=l.filterVisible(e.dimensions);if(0===r.length)return[];var p,d,v,g=r.map((function(t){var e;if(\"trace\"===t.categoryorder)e=null;else if(\"array\"===t.categoryorder)e=t.categoryarray;else{e=o(t.values);for(var r=!0,n=0;n<e.length;n++)if(!u(e[n])){r=!1;break}e.sort(r?l.sorterAsc:void 0),\"category descending\"===t.categoryorder&&(e=e.reverse())}return function(t,e){e=null==e?[]:e.map((function(t){return t}));var r={},n={},i=[];e.forEach((function(t,e){r[t]=0,n[t]=e}));for(var a=0;a<t.length;a++){var o,s=t[a];void 0===r[s]?(r[s]=1,o=e.push(s)-1,n[s]=o):(r[s]++,o=n[s]),i.push(o)}var l=e.map((function(t){return 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n=r(33428),i=r(67756).Gz,a=r(36424),o=r(93024),s=r(3400),l=s.strTranslate,u=r(43616),c=r(49760),f=r(72736);function h(t,e,r,i){var a=e._context.staticPlot,o=t.map(F.bind(0,e,r)),c=i.selectAll(\"g.parcatslayer\").data([null]);c.enter().append(\"g\").attr(\"class\",\"parcatslayer\").style(\"pointer-events\",a?\"none\":\"all\");var h=c.selectAll(\"g.trace.parcats\").data(o,p),m=h.enter().append(\"g\").attr(\"class\",\"trace parcats\");h.attr(\"transform\",(function(t){return l(t.x,t.y)})),m.append(\"g\").attr(\"class\",\"paths\");var x=h.select(\"g.paths\").selectAll(\"path.path\").data((function(t){return t.paths}),p);x.attr(\"fill\",(function(t){return t.model.color}));var w=x.enter().append(\"path\").attr(\"class\",\"path\").attr(\"stroke-opacity\",0).attr(\"fill\",(function(t){return t.model.color})).attr(\"fill-opacity\",0);_(w),x.attr(\"d\",(function(t){return 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z=E.enter().append(\"rect\").attr(\"class\",\"bandrect\").attr(\"stroke-opacity\",0).attr(\"fill\",(function(t){return t.color})).attr(\"fill-opacity\",0);E.attr(\"fill\",(function(t){return t.color})).attr(\"width\",(function(t){return t.width})).attr(\"height\",(function(t){return t.height})).attr(\"y\",(function(t){return t.y})).attr(\"cursor\",(function(t){return\"fixed\"===t.parcatsViewModel.arrangement?\"default\":\"perpendicular\"===t.parcatsViewModel.arrangement?\"ns-resize\":\"move\"})),k(z),E.exit().remove(),S.append(\"text\").attr(\"class\",\"catlabel\").attr(\"pointer-events\",\"none\");var D=e._fullLayout.paper_bgcolor;M.select(\"text.catlabel\").attr(\"text-anchor\",(function(t){return d(t)?\"start\":\"end\"})).attr(\"alignment-baseline\",\"middle\").style(\"text-shadow\",f.makeTextShadow(D)).style(\"fill\",\"rgb(0, 0, 0)\").attr(\"x\",(function(t){return d(t)?t.width+5:-5})).attr(\"y\",(function(t){return t.height/2})).text((function(t){return t.model.categoryLabel})).each((function(t){u.font(n.select(this),t.parcatsViewModel.categorylabelfont),f.convertToTspans(n.select(this),e)})),S.append(\"text\").attr(\"class\",\"dimlabel\"),M.select(\"text.dimlabel\").attr(\"text-anchor\",\"middle\").attr(\"alignment-baseline\",\"baseline\").attr(\"cursor\",(function(t){return\"fixed\"===t.parcatsViewModel.arrangement?\"default\":\"ew-resize\"})).attr(\"x\",(function(t){return t.width/2})).attr(\"y\",-5).text((function(t,e){return 0===e?t.parcatsViewModel.model.dimensions[t.model.dimensionInd].dimensionLabel:null})).each((function(t){u.font(n.select(this),t.parcatsViewModel.labelfont)})),M.selectAll(\"rect.bandrect\").on(\"mouseover\",L).on(\"mouseout\",C),M.exit().remove(),A.call(n.behavior.drag().origin((function(t){return{x:t.x,y:0}})).on(\"dragstart\",P).on(\"drag\",O).on(\"dragend\",I)),h.each((function(t){t.traceSelection=n.select(this),t.pathSelection=n.select(this).selectAll(\"g.paths\").selectAll(\"path.path\"),t.dimensionSelection=n.select(this).selectAll(\"g.dimensions\").selectAll(\"g.dimension\")})),h.exit().remove()}function p(t){return t.key}function d(t){var e=t.parcatsViewModel.dimensions.length,r=t.parcatsViewModel.dimensions[e-1].model.dimensionInd;return t.model.dimensionInd===r}function v(t,e){return t.model.rawColor>e.model.rawColor?1:t.model.rawColor<e.model.rawColor?-1:0}function 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y(t){if(!t.parcatsViewModel.dragDimension&&(_(n.select(this)),o.loneUnhover(t.parcatsViewModel.graphDiv._fullLayout._hoverlayer.node()),t.parcatsViewModel.pathSelection.sort(v),-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"skip\"))){var e=m(t),r=x(t);t.parcatsViewModel.graphDiv.emit(\"plotly_unhover\",{points:e,event:n.event,constraints:r})}}function m(t){for(var e=[],r=z(t.parcatsViewModel),n=0;n<t.model.valueInds.length;n++){var i=t.model.valueInds[n];e.push({curveNumber:r,pointNumber:i})}return e}function x(t){for(var e={},r=t.parcatsViewModel.model.dimensions,n=0;n<r.length;n++){var i=r[n],a=i.categories[t.model.categoryInds[n]];e[i.containerInd]=a.categoryValue}return void 0!==t.model.rawColor&&(e.color=t.model.rawColor),e}function b(t){if(-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"skip\")){var e=m(t),r=x(t);t.parcatsViewModel.graphDiv.emit(\"plotly_click\",{points:e,event:n.event,constraints:r})}}function _(t){t.attr(\"fill\",(function(t){return t.model.color})).attr(\"fill-opacity\",.6).attr(\"stroke\",\"lightgray\").attr(\"stroke-width\",.2).attr(\"stroke-opacity\",1)}function w(t){t.attr(\"fill-opacity\",.8).attr(\"stroke\",(function(t){return c.mostReadable(t.model.color,[\"black\",\"white\"])})).attr(\"stroke-width\",.3)}function T(t){t.select(\"rect.catrect\").attr(\"stroke\",\"black\").attr(\"stroke-width\",1).attr(\"stroke-opacity\",1)}function k(t){t.attr(\"stroke\",\"black\").attr(\"stroke-width\",.2).attr(\"stroke-opacity\",1).attr(\"fill-opacity\",1)}function A(t){var e=t.parcatsViewModel.pathSelection,r=t.categoryViewModel.model.dimensionInd,n=t.categoryViewModel.model.categoryInd;return e.filter((function(e){return e.model.categoryInds[r]===n&&e.model.color===t.color}))}function M(t,e,r){var 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k(t){t.on(\"mousemove\",(function(t){i.event.preventDefault(),t.parent.inBrushDrag||T(this,t)})).on(\"mouseleave\",(function(t){t.parent.inBrushDrag||m()})).call(i.behavior.drag().on(\"dragstart\",(function(t){!function(t,e){i.event.sourceEvent.stopPropagation();var r=e.height-i.mouse(t)[1]-2*n.verticalPadding,a=e.unitToPaddedPx.invert(r),o=e.brush,s=_(e,r),l=s.interval,u=o.svgBrush;if(u.wasDragged=!1,u.grabbingBar=\"ns\"===s.region,u.grabbingBar){var c=l.map(e.unitToPaddedPx);u.grabPoint=r-c[0]-n.verticalPadding,u.barLength=c[1]-c[0]}u.clickableOrdinalRange=s.clickableOrdinalRange,u.stayingIntervals=e.multiselect&&o.filterSpecified?o.filter.getConsolidated():[],l&&(u.stayingIntervals=u.stayingIntervals.filter((function(t){return t[0]!==l[0]&&t[1]!==l[1]}))),u.startExtent=s.region?l[\"s\"===s.region?1:0]:a,e.parent.inBrushDrag=!0,u.brushStartCallback()}(this,t)})).on(\"drag\",(function(t){w(this,t)})).on(\"dragend\",(function(t){!function(t,e){var r=e.brush,n=r.filter,a=r.svgBrush;a._dragging||(T(t,e),w(t,e),e.brush.svgBrush.wasDragged=!1),a._dragging=!1,i.event.sourceEvent.stopPropagation();var o=a.grabbingBar;if(a.grabbingBar=!1,a.grabLocation=void 0,e.parent.inBrushDrag=!1,m(),!a.wasDragged)return a.wasDragged=void 0,a.clickableOrdinalRange?r.filterSpecified&&e.multiselect?a.extent.push(a.clickableOrdinalRange):(a.extent=[a.clickableOrdinalRange],r.filterSpecified=!0):o?(a.extent=a.stayingIntervals,0===a.extent.length&&M(r)):M(r),a.brushCallback(e),b(t.parentNode),void a.brushEndCallback(r.filterSpecified?n.getConsolidated():[]);var s=function(){n.set(n.getConsolidated())};if(e.ordinal){var l=e.unitTickvals;l[l.length-1]<l[0]&&l.reverse(),a.newExtent=[p(0,l,a.newExtent[0],a.stayingIntervals),p(1,l,a.newExtent[1],a.stayingIntervals)];var u=a.newExtent[1]>a.newExtent[0];a.extent=a.stayingIntervals.concat(u?[a.newExtent]:[]),a.extent.length||M(r),a.brushCallback(e),u?b(t.parentNode,s):(s(),b(t.parentNode))}else s();a.brushEndCallback(r.filterSpecified?n.getConsolidated():[])}(this,t)})))}function A(t,e){return t[0]-e[0]}function M(t){t.filterSpecified=!1,t.svgBrush.extent=[[-1/0,1/0]]}function S(t){for(var e,r=t.slice(),n=[],i=r.shift();i;){for(e=i.slice();(i=r.shift())&&i[0]<=e[1];)e[1]=Math.max(e[1],i[1]);n.push(e)}return 1===n.length&&n[0][0]>n[0][1]&&(n=[]),n}t.exports={makeBrush:function(t,e,r,n,i,a){var o,l=function(){var t,e,r=[];return{set:function(n){1===(r=n.map((function(t){return t.slice().sort(s)})).sort(A)).length&&r[0][0]===-1/0&&r[0][1]===1/0&&(r=[[0,-1]]),t=S(r),e=r.reduce((function(t,e){return[Math.min(t[0],e[0]),Math.max(t[1],e[1])]}),[1/0,-1/0])},get:function(){return r.slice()},getConsolidated:function(){return t},getBounds:function(){return e}}}();return l.set(r),{filter:l,filterSpecified:e,svgBrush:{extent:[],brushStartCallback:n,brushCallback:(o=i,function(t){var e=t.brush,r=function(t){return t.svgBrush.extent.map((function(t){return t.slice()}))}(e),n=r.slice();e.filter.set(n),o()}),brushEndCallback:a}}},ensureAxisBrush:function(t,e,r){var i=t.selectAll(\".\"+n.cn.axisBrush).data(o,a);i.enter().append(\"g\").classed(n.cn.axisBrush,!0),function(t,e,r){var i=r._context.staticPlot,a=t.selectAll(\".background\").data(o);a.enter().append(\"rect\").classed(\"background\",!0).call(d).call(v).style(\"pointer-events\",i?\"none\":\"auto\").attr(\"transform\",l(0,n.verticalPadding)),a.call(k).attr(\"height\",(function(t){return t.height-n.verticalPadding}));var s=t.selectAll(\".highlight-shadow\").data(o);s.enter().append(\"line\").classed(\"highlight-shadow\",!0).attr(\"x\",-n.bar.width/2).attr(\"stroke-width\",n.bar.width+n.bar.strokeWidth).attr(\"stroke\",e).attr(\"opacity\",n.bar.strokeOpacity).attr(\"stroke-linecap\",\"butt\"),s.attr(\"y1\",(function(t){return t.height})).call(x);var u=t.selectAll(\".highlight\").data(o);u.enter().append(\"line\").classed(\"highlight\",!0).attr(\"x\",-n.bar.width/2).attr(\"stroke-width\",n.bar.width-n.bar.strokeWidth).attr(\"stroke\",n.bar.fillColor).attr(\"opacity\",n.bar.fillOpacity).attr(\"stroke-linecap\",\"butt\"),u.attr(\"y1\",(function(t){return t.height})).call(x)}(i,e,r)},cleanRanges:function(t,e){if(Array.isArray(t[0])?(t=t.map((function(t){return t.sort(s)})),t=e.multiselect?S(t.sort(A)):[t[0]]):t=[t.sort(s)],e.tickvals){var r=e.tickvals.slice().sort(s);if(!(t=t.map((function(t){var e=[p(0,r,t[0],[]),p(1,r,t[1],[])];if(e[1]>e[0])return e})).filter((function(t){return t}))).length)return}return t.length>1?t:t[0]}}},61664:function(t,e,r){\"use strict\";t.exports={attributes:r(82296),supplyDefaults:r(60664),calc:r(95044),colorbar:{container:\"line\",min:\"cmin\",max:\"cmax\"},moduleType:\"trace\",name:\"parcoords\",basePlotModule:r(19976),categories:[\"gl\",\"regl\",\"noOpacity\",\"noHover\"],meta:{}}},19976:function(t,e,r){\"use strict\";var n=r(33428),i=r(84888)._M,a=r(24196),o=r(9616);e.name=\"parcoords\",e.plot=function(t){var e=i(t.calcdata,\"parcoords\")[0];e.length&&a(t,e)},e.clean=function(t,e,r,n){var i=n._has&&n._has(\"parcoords\"),a=e._has&&e._has(\"parcoords\");i&&!a&&(n._paperdiv.selectAll(\".parcoords\").remove(),n._glimages.selectAll(\"*\").remove())},e.toSVG=function(t){var e=t._fullLayout._glimages,r=n.select(t).selectAll(\".svg-container\");r.filter((function(t,e){return e===r.size()-1})).selectAll(\".gl-canvas-context, .gl-canvas-focus\").each((function(){var t=this,r=t.toDataURL(\"image/png\");e.append(\"svg:image\").attr({xmlns:o.svg,\"xlink:href\":r,preserveAspectRatio:\"none\",x:0,y:0,width:t.style.width,height:t.style.height})})),window.setTimeout((function(){n.selectAll(\"#filterBarPattern\").attr(\"id\",\"filterBarPattern\")}),60)}},95044:function(t,e,r){\"use strict\";var n=r(3400).isArrayOrTypedArray,i=r(8932),a=r(71688).wrap;t.exports=function(t,e){var r,o;return i.hasColorscale(e,\"line\")&&n(e.line.color)?(r=e.line.color,o=i.extractOpts(e.line).colorscale,i.calc(t,e,{vals:r,containerStr:\"line\",cLetter:\"c\"})):(r=function(t){for(var e=new Array(t),r=0;r<t;r++)e[r]=.5;return e}(e._length),o=[[0,e.line.color],[1,e.line.color]]),a({lineColor:r,cscale:o})}},30140:function(t){\"use strict\";t.exports={maxDimensionCount:60,overdrag:45,verticalPadding:2,tickDistance:50,canvasPixelRatio:1,blockLineCount:5e3,layers:[\"contextLineLayer\",\"focusLineLayer\",\"pickLineLayer\"],axisTitleOffset:28,axisExtentOffset:10,bar:{width:4,captureWidth:10,fillColor:\"magenta\",fillOpacity:1,snapDuration:150,snapRatio:.25,snapClose:.01,strokeOpacity:1,strokeWidth:1,handleHeight:8,handleOpacity:1,handleOverlap:0},cn:{axisExtentText:\"axis-extent-text\",parcoordsLineLayers:\"parcoords-line-layers\",parcoordsLineLayer:\"parcoords-lines\",parcoords:\"parcoords\",parcoordsControlView:\"parcoords-control-view\",yAxis:\"y-axis\",axisOverlays:\"axis-overlays\",axis:\"axis\",axisHeading:\"axis-heading\",axisTitle:\"axis-title\",axisExtent:\"axis-extent\",axisExtentTop:\"axis-extent-top\",axisExtentTopText:\"axis-extent-top-text\",axisExtentBottom:\"axis-extent-bottom\",axisExtentBottomText:\"axis-extent-bottom-text\",axisBrush:\"axis-brush\"},id:{filterBarPattern:\"filter-bar-pattern\"}}},60664:function(t,e,r){\"use strict\";var n=r(3400),i=r(94288).hasColorscale,a=r(27260),o=r(86968).Q,s=r(51272),l=r(54460),u=r(82296),c=r(71864),f=r(30140).maxDimensionCount,h=r(26284);function p(t,e,r,i){function a(r,i){return n.coerce(t,e,u.dimensions,r,i)}var o=a(\"values\"),s=a(\"visible\");if(o&&o.length||(s=e.visible=!1),s){a(\"label\"),a(\"tickvals\"),a(\"ticktext\"),a(\"tickformat\");var f=a(\"range\");e._ax={_id:\"y\",type:\"linear\",showexponent:\"all\",exponentformat:\"B\",range:f},l.setConvert(e._ax,i.layout),a(\"multiselect\");var h=a(\"constraintrange\");h&&(e.constraintrange=c.cleanRanges(h,e))}}t.exports=function(t,e,r,l){function c(r,i){return n.coerce(t,e,u,r,i)}var d=t.dimensions;Array.isArray(d)&&d.length>f&&(n.log(\"parcoords traces support up to \"+f+\" dimensions at the moment\"),d.splice(f));var v=s(t,e,{name:\"dimensions\",layout:l,handleItemDefaults:p}),g=function(t,e,r,o,s){var l=s(\"line.color\",r);if(i(t,\"line\")&&n.isArrayOrTypedArray(l)){if(l.length)return s(\"line.colorscale\"),a(t,e,o,s,{prefix:\"line.\",cLetter:\"c\"}),l.length;e.line.color=r}return 1/0}(t,e,r,l,c);o(e,l,c),Array.isArray(v)&&v.length||(e.visible=!1),h(e,v,\"values\",g);var y={weight:l.font.weight,style:l.font.style,variant:l.font.variant,family:l.font.family,size:Math.round(l.font.size/1.2),color:l.font.color};n.coerceFont(c,\"labelfont\",y),n.coerceFont(c,\"tickfont\",y),n.coerceFont(c,\"rangefont\",y),c(\"labelangle\"),c(\"labelside\"),c(\"unselected.line.color\"),c(\"unselected.line.opacity\")}},95724:function(t,e,r){\"use strict\";var n=r(3400).isTypedArray;e.convertTypedArray=function(t){return n(t)?Array.prototype.slice.call(t):t},e.isOrdinal=function(t){return!!t.tickvals},e.isVisible=function(t){return t.visible||!(\"visible\"in t)}},29928:function(t,e,r){\"use strict\";var n=r(61664);n.plot=r(24196),t.exports=n},51352:function(t,e,r){\"use strict\";var n=[\"precision highp float;\",\"\",\"varying vec4 fragColor;\",\"\",\"attribute vec4 p01_04, p05_08, p09_12, p13_16,\",\"               p17_20, p21_24, p25_28, p29_32,\",\"               p33_36, p37_40, p41_44, p45_48,\",\"               p49_52, p53_56, p57_60, colors;\",\"\",\"uniform mat4 dim0A, dim1A, dim0B, dim1B, dim0C, dim1C, dim0D, dim1D,\",\"             loA, hiA, loB, hiB, loC, hiC, loD, hiD;\",\"\",\"uniform vec2 resolution, viewBoxPos, viewBoxSize;\",\"uniform float maskHeight;\",\"uniform float drwLayer; // 0: context, 1: focus, 2: pick\",\"uniform vec4 contextColor;\",\"uniform sampler2D maskTexture, palette;\",\"\",\"bool isPick    = (drwLayer > 1.5);\",\"bool isContext = (drwLayer < 0.5);\",\"\",\"const vec4 ZEROS = vec4(0.0, 0.0, 0.0, 0.0);\",\"const vec4 UNITS = vec4(1.0, 1.0, 1.0, 1.0);\",\"\",\"float val(mat4 p, mat4 v) {\",\"    return dot(matrixCompMult(p, v) * UNITS, UNITS);\",\"}\",\"\",\"float axisY(float ratio, mat4 A, mat4 B, mat4 C, mat4 D) {\",\"    float y1 = val(A, dim0A) + val(B, dim0B) + val(C, dim0C) + val(D, dim0D);\",\"    float y2 = val(A, dim1A) + val(B, dim1B) + val(C, dim1C) + val(D, dim1D);\",\"    return y1 * (1.0 - ratio) + y2 * ratio;\",\"}\",\"\",\"int iMod(int a, int b) {\",\"    return a - b * (a / b);\",\"}\",\"\",\"bool fOutside(float p, float lo, float hi) {\",\"    return (lo < hi) && (lo > p || p > hi);\",\"}\",\"\",\"bool vOutside(vec4 p, vec4 lo, vec4 hi) {\",\"    return (\",\"        fOutside(p[0], lo[0], hi[0]) ||\",\"        fOutside(p[1], lo[1], hi[1]) ||\",\"        fOutside(p[2], lo[2], hi[2]) ||\",\"        fOutside(p[3], lo[3], hi[3])\",\"    );\",\"}\",\"\",\"bool mOutside(mat4 p, mat4 lo, mat4 hi) {\",\"    return (\",\"        vOutside(p[0], lo[0], hi[0]) ||\",\"        vOutside(p[1], lo[1], hi[1]) ||\",\"        vOutside(p[2], lo[2], hi[2]) ||\",\"        vOutside(p[3], lo[3], hi[3])\",\"    );\",\"}\",\"\",\"bool outsideBoundingBox(mat4 A, mat4 B, mat4 C, mat4 D) {\",\"    return mOutside(A, loA, hiA) ||\",\"           mOutside(B, loB, hiB) ||\",\"           mOutside(C, loC, hiC) ||\",\"           mOutside(D, loD, hiD);\",\"}\",\"\",\"bool outsideRasterMask(mat4 A, mat4 B, mat4 C, mat4 D) {\",\"    mat4 pnts[4];\",\"    pnts[0] = A;\",\"    pnts[1] = B;\",\"    pnts[2] = C;\",\"    pnts[3] = D;\",\"\",\"    for(int i = 0; i < 4; ++i) {\",\"        for(int j = 0; j < 4; ++j) {\",\"            for(int k = 0; k < 4; ++k) {\",\"                if(0 == iMod(\",\"                    int(255.0 * texture2D(maskTexture,\",\"                        vec2(\",\"                            (float(i * 2 + j / 2) + 0.5) / 8.0,\",\"                            (pnts[i][j][k] * (maskHeight - 1.0) + 1.0) / maskHeight\",\"                        ))[3]\",\"                    ) / int(pow(2.0, float(iMod(j * 4 + k, 8)))),\",\"                    2\",\"                )) return true;\",\"            }\",\"        }\",\"    }\",\"    return false;\",\"}\",\"\",\"vec4 position(bool isContext, float v, mat4 A, mat4 B, mat4 C, mat4 D) {\",\"    float x = 0.5 * sign(v) + 0.5;\",\"    float y = axisY(x, A, B, C, D);\",\"    float z = 1.0 - abs(v);\",\"\",\"    z += isContext ? 0.0 : 2.0 * float(\",\"        outsideBoundingBox(A, B, C, D) ||\",\"        outsideRasterMask(A, B, C, D)\",\"    );\",\"\",\"    return vec4(\",\"        2.0 * (vec2(x, y) * viewBoxSize + viewBoxPos) / resolution - 1.0,\",\"        z,\",\"        1.0\",\"    );\",\"}\",\"\",\"void main() {\",\"    mat4 A = mat4(p01_04, p05_08, p09_12, p13_16);\",\"    mat4 B = mat4(p17_20, p21_24, p25_28, p29_32);\",\"    mat4 C = mat4(p33_36, p37_40, p41_44, p45_48);\",\"    mat4 D = mat4(p49_52, p53_56, p57_60, ZEROS);\",\"\",\"    float v = colors[3];\",\"\",\"    gl_Position = position(isContext, v, A, B, C, D);\",\"\",\"    fragColor =\",\"        isContext ? vec4(contextColor) :\",\"        isPick ? vec4(colors.rgb, 1.0) : texture2D(palette, vec2(abs(v), 0.5));\",\"}\"].join(\"\\n\"),i=[\"precision highp float;\",\"\",\"varying vec4 fragColor;\",\"\",\"void main() {\",\"    gl_FragColor = fragColor;\",\"}\"].join(\"\\n\"),a=r(30140).maxDimensionCount,o=r(3400),s=1e-6,l=new Uint8Array(4),u=new Uint8Array(4),c={shape:[256,1],format:\"rgba\",type:\"uint8\",mag:\"nearest\",min:\"nearest\"};function f(t,e,r,n,i){var a=t._gl;a.enable(a.SCISSOR_TEST),a.scissor(e,r,n,i),t.clear({color:[0,0,0,0],depth:1})}function h(t,e,r,n,i,a){var o=a.key;r.drawCompleted||(function(t){t.read({x:0,y:0,width:1,height:1,data:l})}(t),r.drawCompleted=!0),function s(l){var u=Math.min(n,i-l*n);0===l&&(window.cancelAnimationFrame(r.currentRafs[o]),delete r.currentRafs[o],f(t,a.scissorX,a.scissorY,a.scissorWidth,a.viewBoxSize[1])),r.clearOnly||(a.count=2*u,a.offset=2*l*n,e(a),l*n+u<i&&(r.currentRafs[o]=window.requestAnimationFrame((function(){s(l+1)}))),r.drawCompleted=!1)}(0)}function p(t,e){for(var r=new Array(256),n=0;n<256;n++)r[n]=t(n/255).concat(e);return r}function d(t,e){return(t>>>8*e)%256/255}function v(t,e,r){for(var n=new Array(8*e),i=0,a=0;a<e;a++)for(var o=0;o<2;o++)for(var s=0;s<4;s++){var l=4*t+s,u=r[64*a+l];63===l&&0===o&&(u*=-1),n[i++]=u}return n}function g(t){var e=\"0\"+t;return e.substr(e.length-2)}function y(t){return t<a?\"p\"+g(t+1)+\"_\"+g(t+4):\"colors\"}function m(t,e,r,n,i,a,s,l,u,c,f,h,p,d){for(var v=[[],[]],g=0;g<64;g++)v[0][g]=g===i?1:0,v[1][g]=g===a?1:0;s*=d,l*=d,u*=d,c*=d;var y=t.lines.canvasOverdrag*d,m=t.domain,x=t.canvasWidth*d,b=t.canvasHeight*d,_=t.pad.l*d,w=t.pad.b*d,T=t.layoutHeight*d,k=t.layoutWidth*d,A=t.deselectedLines.color,M=t.deselectedLines.opacity;return o.extendFlat({key:f,resolution:[x,b],viewBoxPos:[s+y,l],viewBoxSize:[u,c],i0:i,i1:a,dim0A:v[0].slice(0,16),dim0B:v[0].slice(16,32),dim0C:v[0].slice(32,48),dim0D:v[0].slice(48,64),dim1A:v[1].slice(0,16),dim1B:v[1].slice(16,32),dim1C:v[1].slice(32,48),dim1D:v[1].slice(48,64),drwLayer:h,contextColor:[A[0]/255,A[1]/255,A[2]/255,\"auto\"!==M?A[3]*M:Math.max(1/255,Math.pow(1/t.lines.color.length,1/3))],scissorX:(n===e?0:s+y)+(_-y)+k*m.x[0],scissorWidth:(n===r?x-s+y:u+.5)+(n===e?s+y:0),scissorY:l+w+T*m.y[0],scissorHeight:c,viewportX:_-y+k*m.x[0],viewportY:w+T*m.y[0],viewportWidth:x,viewportHeight:b},p)}function x(t){var e=2047,r=Math.max(0,Math.floor(t[0]*e),0),n=Math.min(e,Math.ceil(t[1]*e),e);return[Math.min(r,n),Math.max(r,n)]}t.exports=function(t,e){var r,l,g,b,_,w=e.context,T=e.pick,k=e.regl,A=k._gl,M=A.getParameter(A.ALIASED_LINE_WIDTH_RANGE),S=Math.max(M[0],Math.min(M[1],e.viewModel.plotGlPixelRatio)),E={currentRafs:{},drawCompleted:!0,clearOnly:!1},L=function(t){for(var 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a=u[e][n],o=i.map((function(t){return t.slice()})),s=\"dimensions[\"+n+\"].constraintrange\",l=r._tracePreGUI[t._fullData[c[e]]._fullInput.uid];if(void 0===l[s]){var h=a.constraintrange;l[s]=h||null}var p=t._fullData[c[e]].dimensions[n];o.length?(1===o.length&&(o=o[0]),a.constraintrange=o,p.constraintrange=o.slice(),o=[o]):(delete a.constraintrange,delete p.constraintrange,o=null);var d={};d[s]=o,t.emit(\"plotly_restyle\",[d,[f[e]]])},hover:function(e){t.emit(\"plotly_hover\",e)},unhover:function(e){t.emit(\"plotly_unhover\",e)},axesMoved:function(e,r){var n=function(t,e){return function(r,n){return s(t,e,r)-s(t,e,n)}}(r,u[e].filter(a));l[e].sort(n),u[e].filter((function(t){return!a(t)})).sort((function(t){return u[e].indexOf(t)})).forEach((function(t){l[e].splice(l[e].indexOf(t),1),l[e].splice(u[e].indexOf(t),0,t)})),t.emit(\"plotly_restyle\",[{dimensions:[l[e]]},[f[e]]])}})}}).reglPrecompiled=o},74996:function(t,e,r){\"use strict\";var n=r(45464),i=r(86968).u,a=r(25376),o=r(22548),s=r(21776).Ks,l=r(21776).Gw,u=r(92880).extendFlat,c=r(98192).c,f=a({editType:\"plot\",arrayOk:!0,colorEditType:\"plot\"});t.exports={labels:{valType:\"data_array\",editType:\"calc\"},label0:{valType:\"number\",dflt:0,editType:\"calc\"},dlabel:{valType:\"number\",dflt:1,editType:\"calc\"},values:{valType:\"data_array\",editType:\"calc\"},marker:{colors:{valType:\"data_array\",editType:\"calc\"},line:{color:{valType:\"color\",dflt:o.defaultLine,arrayOk:!0,editType:\"style\"},width:{valType:\"number\",min:0,dflt:0,arrayOk:!0,editType:\"style\"},editType:\"calc\"},pattern:c,editType:\"calc\"},text:{valType:\"data_array\",editType:\"plot\"},hovertext:{valType:\"string\",dflt:\"\",arrayOk:!0,editType:\"style\"},scalegroup:{valType:\"string\",dflt:\"\",editType:\"calc\"},textinfo:{valType:\"flaglist\",flags:[\"label\",\"text\",\"value\",\"percent\"],extras:[\"none\"],editType:\"calc\"},hoverinfo:u({},n.hoverinfo,{flags:[\"label\",\"text\",\"value\",\"percent\",\"name\"]}),hovertemplate:s({},{keys:[\"label\",\"color\",\"value\",\"percent\",\"text\"]}),texttemplate:l({editType:\"plot\"},{keys:[\"label\",\"color\",\"value\",\"percent\",\"text\"]}),textposition:{valType:\"enumerated\",values:[\"inside\",\"outside\",\"auto\",\"none\"],dflt:\"auto\",arrayOk:!0,editType:\"plot\"},textfont:u({},f,{}),insidetextorientation:{valType:\"enumerated\",values:[\"horizontal\",\"radial\",\"tangential\",\"auto\"],dflt:\"auto\",editType:\"plot\"},insidetextfont:u({},f,{}),outsidetextfont:u({},f,{}),automargin:{valType:\"boolean\",dflt:!1,editType:\"plot\"},title:{text:{valType:\"string\",dflt:\"\",editType:\"plot\"},font:u({},f,{}),position:{valType:\"enumerated\",values:[\"top 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n=r(7316);e.name=\"pie\",e.plot=function(t,r,i,a){n.plotBasePlot(e.name,t,r,i,a)},e.clean=function(t,r,i,a){n.cleanBasePlot(e.name,t,r,i,a)}},45768:function(t,e,r){\"use strict\";var n=r(38248),i=r(49760),a=r(76308),o={};function s(t){return function(e,r){return!!e&&!!(e=i(e)).isValid()&&(e=a.addOpacity(e,e.getAlpha()),t[r]||(t[r]=e),e)}}function l(t,e){var r,n=JSON.stringify(t),a=e[n];if(!a){for(a=t.slice(),r=0;r<t.length;r++)a.push(i(t[r]).lighten(20).toHexString());for(r=0;r<t.length;r++)a.push(i(t[r]).darken(20).toHexString());e[n]=a}return a}t.exports={calc:function(t,e){var r,i,a=[],o=t._fullLayout,l=o.hiddenlabels||[],u=e.labels,c=e.marker.colors||[],f=e.values,h=e._length,p=e._hasValues&&h;if(e.dlabel)for(u=new Array(h),r=0;r<h;r++)u[r]=String(e.label0+r*e.dlabel);var d={},v=s(o[\"_\"+e.type+\"colormap\"]),g=0,y=!1;for(r=0;r<h;r++){var m,x,b;if(p){if(m=f[r],!n(m))continue;m=+m}else m=1;void 0!==(x=u[r])&&\"\"!==x||(x=r);var _=d[x=String(x)];void 0===_?(d[x]=a.length,(b=-1!==l.indexOf(x))||(g+=m),a.push({v:m,label:x,color:v(c[r],x),i:r,pts:[r],hidden:b})):(y=!0,(i=a[_]).v+=m,i.pts.push(r),i.hidden||(g+=m),!1===i.color&&c[r]&&(i.color=v(c[r],x)))}return a=a.filter((function(t){return t.v>=0})),(\"funnelarea\"===e.type?y:e.sort)&&a.sort((function(t,e){return e.v-t.v})),a[0]&&(a[0].vTotal=g),a},crossTraceCalc:function(t,e){var r=(e||{}).type;r||(r=\"pie\");var n=t._fullLayout,i=t.calcdata,a=n[r+\"colorway\"],s=n[\"_\"+r+\"colormap\"];n[\"extend\"+r+\"colors\"]&&(a=l(a,o));for(var u=0,c=0;c<i.length;c++){var f=i[c];if(f[0].trace.type===r)for(var h=0;h<f.length;h++){var p=f[h];!1===p.color&&(s[p.label]?p.color=s[p.label]:(s[p.label]=p.color=a[u%a.length],u++))}}},makePullColorFn:s,generateExtendedColors:l}},74174:function(t,e,r){\"use strict\";var n=r(38248),i=r(3400),a=r(74996),o=r(86968).Q,s=r(31508).handleText,l=r(3400).coercePattern;function u(t,e){var r=i.isArrayOrTypedArray(t),a=i.isArrayOrTypedArray(e),o=Math.min(r?t.length:1/0,a?e.length:1/0);if(isFinite(o)||(o=0),o&&a){for(var s,l=0;l<o;l++){var u=e[l];if(n(u)&&u>0){s=!0;break}}s||(o=0)}return{hasLabels:r,hasValues:a,len:o}}function c(t,e,r,n,i){n(\"marker.line.width\")&&n(\"marker.line.color\",i?void 0:r.paper_bgcolor);var a=n(\"marker.colors\");l(n,\"marker.pattern\",a),t.marker&&!e.marker.pattern.fgcolor&&(e.marker.pattern.fgcolor=t.marker.colors),e.marker.pattern.bgcolor||(e.marker.pattern.bgcolor=r.paper_bgcolor)}t.exports={handleLabelsAndValues:u,handleMarkerDefaults:c,supplyDefaults:function(t,e,r,n){function l(r,n){return i.coerce(t,e,a,r,n)}var f=u(l(\"labels\"),l(\"values\")),h=f.len;if(e._hasLabels=f.hasLabels,e._hasValues=f.hasValues,!e._hasLabels&&e._hasValues&&(l(\"label0\"),l(\"dlabel\")),h){e._length=h,c(t,e,n,l,!0),l(\"scalegroup\");var p,d=l(\"text\"),v=l(\"texttemplate\");if(v||(p=l(\"textinfo\",i.isArrayOrTypedArray(d)?\"text+percent\":\"percent\")),l(\"hovertext\"),l(\"hovertemplate\"),v||p&&\"none\"!==p){var g=l(\"textposition\");s(t,e,n,l,g,{moduleHasSelected:!1,moduleHasUnselected:!1,moduleHasConstrain:!1,moduleHasCliponaxis:!1,moduleHasTextangle:!1,moduleHasInsideanchor:!1}),(Array.isArray(g)||\"auto\"===g||\"outside\"===g)&&l(\"automargin\"),(\"inside\"===g||\"auto\"===g||Array.isArray(g))&&l(\"insidetextorientation\")}else\"none\"===p&&l(\"textposition\",\"none\");o(e,n,l);var y=l(\"hole\");if(l(\"title.text\")){var m=l(\"title.position\",y?\"middle center\":\"top center\");y||\"middle center\"!==m||(e.title.position=\"top center\"),i.coerceFont(l,\"title.font\",n.font)}l(\"sort\"),l(\"direction\"),l(\"rotation\"),l(\"pull\")}else e.visible=!1}}},53644:function(t,e,r){\"use strict\";var n=r(10624).appendArrayMultiPointValues;t.exports=function(t,e){var r={curveNumber:e.index,pointNumbers:t.pts,data:e._input,fullData:e,label:t.label,color:t.color,value:t.v,percent:t.percent,text:t.text,bbox:t.bbox,v:t.v};return 1===t.pts.length&&(r.pointNumber=r.i=t.pts[0]),n(r,e,t.pts),\"funnelarea\"===e.type&&(delete r.v,delete r.i),r}},21552:function(t,e,r){\"use strict\";var n=r(43616),i=r(76308);t.exports=function(t,e,r,a){var o=r.marker.pattern;o&&o.shape?n.pointStyle(t,r,a,e):i.fill(t,e.color)}},69656:function(t,e,r){\"use strict\";var n=r(3400);function i(t){return-1!==t.indexOf(\"e\")?t.replace(/[.]?0+e/,\"e\"):-1!==t.indexOf(\".\")?t.replace(/[.]?0+$/,\"\"):t}e.formatPiePercent=function(t,e){var r=i((100*t).toPrecision(3));return n.numSeparate(r,e)+\"%\"},e.formatPieValue=function(t,e){var r=i(t.toPrecision(10));return n.numSeparate(r,e)},e.getFirstFilled=function(t,e){if(n.isArrayOrTypedArray(t))for(var r=0;r<e.length;r++){var i=t[e[r]];if(i||0===i||\"\"===i)return i}},e.castOption=function(t,r){return n.isArrayOrTypedArray(t)?e.getFirstFilled(t,r):t||void 0},e.getRotationAngle=function(t){return(\"auto\"===t?0:t)*Math.PI/180}},75792:function(t,e,r){\"use strict\";t.exports={attributes:r(74996),supplyDefaults:r(74174).supplyDefaults,supplyLayoutDefaults:r(90248),layoutAttributes:r(85204),calc:r(45768).calc,crossTraceCalc:r(45768).crossTraceCalc,plot:r(37820).plot,style:r(22152),styleOne:r(10528),moduleType:\"trace\",name:\"pie\",basePlotModule:r(80036),categories:[\"pie-like\",\"pie\",\"showLegend\"],meta:{}}},85204:function(t){\"use strict\";t.exports={hiddenlabels:{valType:\"data_array\",editType:\"calc\"},piecolorway:{valType:\"colorlist\",editType:\"calc\"},extendpiecolors:{valType:\"boolean\",dflt:!0,editType:\"calc\"}}},90248:function(t,e,r){\"use strict\";var n=r(3400),i=r(85204);t.exports=function(t,e){function r(r,a){return n.coerce(t,e,i,r,a)}r(\"hiddenlabels\"),r(\"piecolorway\",e.colorway),r(\"extendpiecolors\")}},37820:function(t,e,r){\"use strict\";var n=r(33428),i=r(7316),a=r(93024),o=r(76308),s=r(43616),l=r(3400),u=l.strScale,c=l.strTranslate,f=r(72736),h=r(82744),p=h.recordMinTextSize,d=h.clearMinTextSize,v=r(78048).TEXTPAD,g=r(69656),y=r(53644),m=r(3400).isValidTextValue;function x(t,e,r){var i=r[0],o=i.cx,s=i.cy,u=i.trace,c=\"funnelarea\"===u.type;\"_hasHoverLabel\"in u||(u._hasHoverLabel=!1),\"_hasHoverEvent\"in u||(u._hasHoverEvent=!1),t.on(\"mouseover\",(function(t){var r=e._fullLayout,f=e._fullData[u.index];if(!e._dragging&&!1!==r.hovermode){var h=f.hoverinfo;if(Array.isArray(h)&&(h=a.castHoverinfo({hoverinfo:[g.castOption(h,t.pts)],_module:u._module},r,0)),\"all\"===h&&(h=\"label+text+value+percent+name\"),f.hovertemplate||\"none\"!==h&&\"skip\"!==h&&h){var p=t.rInscribed||0,d=o+t.pxmid[0]*(1-p),v=s+t.pxmid[1]*(1-p),m=r.separators,x=[];if(h&&-1!==h.indexOf(\"label\")&&x.push(t.label),t.text=g.castOption(f.hovertext||f.text,t.pts),h&&-1!==h.indexOf(\"text\")){var b=t.text;l.isValidTextValue(b)&&x.push(b)}t.value=t.v,t.valueLabel=g.formatPieValue(t.v,m),h&&-1!==h.indexOf(\"value\")&&x.push(t.valueLabel),t.percent=t.v/i.vTotal,t.percentLabel=g.formatPiePercent(t.percent,m),h&&-1!==h.indexOf(\"percent\")&&x.push(t.percentLabel);var _=f.hoverlabel,w=_.font,T=[];a.loneHover({trace:u,x0:d-p*i.r,x1:d+p*i.r,y:v,_x0:c?o+t.TL[0]:d-p*i.r,_x1:c?o+t.TR[0]:d+p*i.r,_y0:c?s+t.TL[1]:v-p*i.r,_y1:c?s+t.BL[1]:v+p*i.r,text:x.join(\"<br>\"),name:f.hovertemplate||-1!==h.indexOf(\"name\")?f.name:void 0,idealAlign:t.pxmid[0]<0?\"left\":\"right\",color:g.castOption(_.bgcolor,t.pts)||t.color,borderColor:g.castOption(_.bordercolor,t.pts),fontFamily:g.castOption(w.family,t.pts),fontSize:g.castOption(w.size,t.pts),fontColor:g.castOption(w.color,t.pts),nameLength:g.castOption(_.namelength,t.pts),textAlign:g.castOption(_.align,t.pts),hovertemplate:g.castOption(f.hovertemplate,t.pts),hovertemplateLabels:t,eventData:[y(t,f)]},{container:r._hoverlayer.node(),outerContainer:r._paper.node(),gd:e,inOut_bbox:T}),t.bbox=T[0],u._hasHoverLabel=!0}u._hasHoverEvent=!0,e.emit(\"plotly_hover\",{points:[y(t,f)],event:n.event})}})),t.on(\"mouseout\",(function(t){var r=e._fullLayout,i=e._fullData[u.index],o=n.select(this).datum();u._hasHoverEvent&&(t.originalEvent=n.event,e.emit(\"plotly_unhover\",{points:[y(o,i)],event:n.event}),u._hasHoverEvent=!1),u._hasHoverLabel&&(a.loneUnhover(r._hoverlayer.node()),u._hasHoverLabel=!1)})),t.on(\"click\",(function(t){var r=e._fullLayout,i=e._fullData[u.index];e._dragging||!1===r.hovermode||(e._hoverdata=[y(t,i)],a.click(e,n.event))}))}function b(t,e,r){var n=g.castOption(t.insidetextfont.color,e.pts);!n&&t._input.textfont&&(n=g.castOption(t._input.textfont.color,e.pts));var i=g.castOption(t.insidetextfont.family,e.pts)||g.castOption(t.textfont.family,e.pts)||r.family,a=g.castOption(t.insidetextfont.size,e.pts)||g.castOption(t.textfont.size,e.pts)||r.size,s=g.castOption(t.insidetextfont.weight,e.pts)||g.castOption(t.textfont.weight,e.pts)||r.weight,l=g.castOption(t.insidetextfont.style,e.pts)||g.castOption(t.textfont.style,e.pts)||r.style,u=g.castOption(t.insidetextfont.variant,e.pts)||g.castOption(t.textfont.variant,e.pts)||r.variant;return{color:n||o.contrast(e.color),family:i,size:a,weight:s,style:l,variant:u}}function _(t,e){for(var r,n,i=0;i<t.length;i++)if((n=(r=t[i][0]).trace).title.text){var a=n.title.text;n._meta&&(a=l.templateString(a,n._meta));var 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m=Math.sqrt(t.width*t.width+t.height*t.height);if((a={scale:i*n*2/m,rCenter:1-i,rotate:0}).textPosAngle=(e.startangle+e.stopangle)/2,a.scale>=1)return a;v.push(a)}(d||p)&&((a=T(t,n,o,l,u)).textPosAngle=(e.startangle+e.stopangle)/2,v.push(a)),(d||h)&&((a=k(t,n,o,l,u)).textPosAngle=(e.startangle+e.stopangle)/2,v.push(a));for(var x=0,b=0,_=0;_<v.length;_++){var w=v[_].scale;if(b<w&&(b=w,x=_),!d&&b>=1)break}return v[x]}function T(t,e,r,n,i){e=Math.max(0,e-2*v);var a=t.width/t.height,o=S(a,n,e,r);return{scale:2*o/t.height,rCenter:A(a,o/e),rotate:M(i)}}function k(t,e,r,n,i){e=Math.max(0,e-2*v);var a=t.height/t.width,o=S(a,n,e,r);return{scale:2*o/t.width,rCenter:A(a,o/e),rotate:M(i+Math.PI/2)}}function A(t,e){return Math.cos(e)-t*e}function M(t){return(180/Math.PI*t+720)%180-90}function S(t,e,r,n){var i=t+1/(2*Math.tan(e));return r*Math.min(1/(Math.sqrt(i*i+.5)+i),n/(Math.sqrt(t*t+n/2)+t))}function E(t,e){return t.v!==e.vTotal||e.trace.hole?Math.min(1/(1+1/Math.sin(t.halfangle)),t.ring/2):1}function L(t,e){var r=e.pxmid[0],n=e.pxmid[1],i=t.width/2,a=t.height/2;return r<0&&(i*=-1),n<0&&(a*=-1),{scale:1,rCenter:1,rotate:0,x:i+Math.abs(a)*(i>0?1:-1)/2,y:a/(1+r*r/(n*n)),outside:!0}}function C(t,e){var r,n,i,a=t.trace,o={x:t.cx,y:t.cy},s={tx:0,ty:0};s.ty+=a.title.font.size,i=O(a),-1!==a.title.position.indexOf(\"top\")?(o.y-=(1+i)*t.r,s.ty-=t.titleBox.height):-1!==a.title.position.indexOf(\"bottom\")&&(o.y+=(1+i)*t.r);var l,u=t.r/(void 0===(l=t.trace.aspectratio)?1:l),c=e.w*(a.domain.x[1]-a.domain.x[0])/2;return-1!==a.title.position.indexOf(\"left\")?(c+=u,o.x-=(1+i)*u,s.tx+=t.titleBox.width/2):-1!==a.title.position.indexOf(\"center\")?c*=2:-1!==a.title.position.indexOf(\"right\")&&(c+=u,o.x+=(1+i)*u,s.tx-=t.titleBox.width/2),r=c/t.titleBox.width,n=P(t,e)/t.titleBox.height,{x:o.x,y:o.y,scale:Math.min(r,n),tx:s.tx,ty:s.ty}}function P(t,e){var r=t.trace,n=e.h*(r.domain.y[1]-r.domain.y[0]);return Math.min(t.titleBox.height,n/2)}function O(t){var e,r=t.pull;if(!r)return 0;if(l.isArrayOrTypedArray(r))for(r=0,e=0;e<t.pull.length;e++)t.pull[e]>r&&(r=t.pull[e]);return r}function I(t,e){for(var r=[],n=0;n<t.length;n++){var i=t[n][0],a=i.trace,o=a.domain,s=e.w*(o.x[1]-o.x[0]),l=e.h*(o.y[1]-o.y[0]);a.title.text&&\"middle center\"!==a.title.position&&(l-=P(i,e));var u=s/2,c=l/2;\"funnelarea\"!==a.type||a.scalegroup||(c/=a.aspectratio),i.r=Math.min(u,c)/(1+O(a)),i.cx=e.l+e.w*(a.domain.x[1]+a.domain.x[0])/2,i.cy=e.t+e.h*(1-a.domain.y[0])-l/2,a.title.text&&-1!==a.title.position.indexOf(\"bottom\")&&(i.cy-=P(i,e)),a.scalegroup&&-1===r.indexOf(a.scalegroup)&&r.push(a.scalegroup)}!function(t,e){for(var r,n,i,a=0;a<e.length;a++){var o=1/0,s=e[a];for(n=0;n<t.length;n++)if((i=(r=t[n][0]).trace).scalegroup===s){var l;if(\"pie\"===i.type)l=r.r*r.r;else if(\"funnelarea\"===i.type){var u,c;i.aspectratio>1?c=(u=r.r)/i.aspectratio:u=(c=r.r)*i.aspectratio,l=(u*=(1+i.baseratio)/2)*c}o=Math.min(o,l/r.vTotal)}for(n=0;n<t.length;n++)if((i=(r=t[n][0]).trace).scalegroup===s){var f=o*r.vTotal;\"funnelarea\"===i.type&&(f/=(1+i.baseratio)/2,f/=i.aspectratio),r.r=Math.sqrt(f)}}}(t,r)}function z(t,e){return[t*Math.sin(e),-t*Math.cos(e)]}function D(t,e,r){var n=t._fullLayout,i=r.trace,a=i.texttemplate,o=i.textinfo;if(!a&&o&&\"none\"!==o){var s,u=o.split(\"+\"),c=function(t){return-1!==u.indexOf(t)},f=c(\"label\"),h=c(\"text\"),p=c(\"value\"),d=c(\"percent\"),v=n.separators;if(s=f?[e.label]:[],h){var y=g.getFirstFilled(i.text,e.pts);m(y)&&s.push(y)}p&&s.push(g.formatPieValue(e.v,v)),d&&s.push(g.formatPiePercent(e.v/r.vTotal,v)),e.text=s.join(\"<br>\")}if(a){var x=l.castOption(i,e.i,\"texttemplate\");if(x){var b=function(t){return{label:t.label,value:t.v,valueLabel:g.formatPieValue(t.v,n.separators),percent:t.v/r.vTotal,percentLabel:g.formatPiePercent(t.v/r.vTotal,n.separators),color:t.color,text:t.text,customdata:l.castOption(i,t.i,\"customdata\")}}(e),_=g.getFirstFilled(i.text,e.pts);(m(_)||\"\"===_)&&(b.text=_),e.text=l.texttemplateString(x,b,t._fullLayout._d3locale,b,i._meta||{})}else e.text=\"\"}}function R(t,e){var r=t.rotate*Math.PI/180,n=Math.cos(r),i=Math.sin(r),a=(e.left+e.right)/2,o=(e.top+e.bottom)/2;t.textX=a*n-o*i,t.textY=a*i+o*n,t.noCenter=!0}t.exports={plot:function(t,e){var r=t._context.staticPlot,a=t._fullLayout,h=a._size;d(\"pie\",a),_(e,t),I(e,h);var v=l.makeTraceGroups(a._pielayer,e,\"trace\").each((function(e){var d=n.select(this),v=e[0],y=v.trace;!function(t){var e,r,n,i=t[0],a=i.r,o=i.trace,s=g.getRotationAngle(o.rotation),l=2*Math.PI/i.vTotal,u=\"px0\",c=\"px1\";if(\"counterclockwise\"===o.direction){for(e=0;e<t.length&&t[e].hidden;e++);if(e===t.length)return;s+=l*t[e].v,l*=-1,u=\"px1\",c=\"px0\"}for(n=z(a,s),e=0;e<t.length;e++)(r=t[e]).hidden||(r[u]=n,r.startangle=s,s+=l*r.v/2,r.pxmid=z(a,s),r.midangle=s,n=z(a,s+=l*r.v/2),r.stopangle=s,r[c]=n,r.largeArc=r.v>i.vTotal/2?1:0,r.halfangle=Math.PI*Math.min(r.v/i.vTotal,.5),r.ring=1-o.hole,r.rInscribed=E(r,i))}(e),d.attr(\"stroke-linejoin\",\"round\"),d.each((function(){var m=n.select(this).selectAll(\"g.slice\").data(e);m.enter().append(\"g\").classed(\"slice\",!0),m.exit().remove();var _=[[[],[]],[[],[]]],T=!1;m.each((function(i,o){if(i.hidden)n.select(this).selectAll(\"path,g\").remove();else{i.pointNumber=i.i,i.curveNumber=y.index,_[i.pxmid[1]<0?0:1][i.pxmid[0]<0?0:1].push(i);var u=v.cx,c=v.cy,h=n.select(this),d=h.selectAll(\"path.surface\").data([i]);if(d.enter().append(\"path\").classed(\"surface\",!0).style({\"pointer-events\":r?\"none\":\"all\"}),h.call(x,t,e),y.pull){var m=+g.castOption(y.pull,i.pts)||0;m>0&&(u+=m*i.pxmid[0],c+=m*i.pxmid[1])}i.cxFinal=u,i.cyFinal=c;var k=y.hole;if(i.v===v.vTotal){var A=\"M\"+(u+i.px0[0])+\",\"+(c+i.px0[1])+P(i.px0,i.pxmid,!0,1)+P(i.pxmid,i.px0,!0,1)+\"Z\";k?d.attr(\"d\",\"M\"+(u+k*i.px0[0])+\",\"+(c+k*i.px0[1])+P(i.px0,i.pxmid,!1,k)+P(i.pxmid,i.px0,!1,k)+\"Z\"+A):d.attr(\"d\",A)}else{var M=P(i.px0,i.px1,!0,1);if(k){var S=1-k;d.attr(\"d\",\"M\"+(u+k*i.px1[0])+\",\"+(c+k*i.px1[1])+P(i.px1,i.px0,!1,k)+\"l\"+S*i.px0[0]+\",\"+S*i.px0[1]+M+\"Z\")}else d.attr(\"d\",\"M\"+u+\",\"+c+\"l\"+i.px0[0]+\",\"+i.px0[1]+M+\"Z\")}D(t,i,v);var E=g.castOption(y.textposition,i.pts),C=h.selectAll(\"g.slicetext\").data(i.text&&\"none\"!==E?[0]:[]);C.enter().append(\"g\").classed(\"slicetext\",!0),C.exit().remove(),C.each((function(){var r=l.ensureSingle(n.select(this),\"text\",\"\",(function(t){t.attr(\"data-notex\",1)})),h=l.ensureUniformFontSize(t,\"outside\"===E?function(t,e,r){return{color:g.castOption(t.outsidetextfont.color,e.pts)||g.castOption(t.textfont.color,e.pts)||r.color,family:g.castOption(t.outsidetextfont.family,e.pts)||g.castOption(t.textfont.family,e.pts)||r.family,size:g.castOption(t.outsidetextfont.size,e.pts)||g.castOption(t.textfont.size,e.pts)||r.size,weight:g.castOption(t.outsidetextfont.weight,e.pts)||g.castOption(t.textfont.weight,e.pts)||r.weight,style:g.castOption(t.outsidetextfont.style,e.pts)||g.castOption(t.textfont.style,e.pts)||r.style,variant:g.castOption(t.outsidetextfont.variant,e.pts)||g.castOption(t.textfont.variant,e.pts)||r.variant}}(y,i,a.font):b(y,i,a.font));r.text(i.text).attr({class:\"slicetext\",transform:\"\",\"text-anchor\":\"middle\"}).call(s.font,h).call(f.convertToTspans,t);var d,m=s.bBox(r.node());if(\"outside\"===E)d=L(m,i);else if(d=w(m,i,v),\"auto\"===E&&d.scale<1){var x=l.ensureUniformFontSize(t,y.outsidetextfont);r.call(s.font,x),d=L(m=s.bBox(r.node()),i)}var _=d.textPosAngle,k=void 0===_?i.pxmid:z(v.r,_);if(d.targetX=u+k[0]*d.rCenter+(d.x||0),d.targetY=c+k[1]*d.rCenter+(d.y||0),R(d,m),d.outside){var A=d.targetY;i.yLabelMin=A-m.height/2,i.yLabelMid=A,i.yLabelMax=A+m.height/2,i.labelExtraX=0,i.labelExtraY=0,T=!0}d.fontSize=h.size,p(y.type,d,a),e[o].transform=d,l.setTransormAndDisplay(r,d)}))}function P(t,e,r,n){var a=n*(e[0]-t[0]),o=n*(e[1]-t[1]);return\"a\"+n*v.r+\",\"+n*v.r+\" 0 \"+i.largeArc+(r?\" 1 \":\" 0 \")+a+\",\"+o}}));var k=n.select(this).selectAll(\"g.titletext\").data(y.title.text?[0]:[]);if(k.enter().append(\"g\").classed(\"titletext\",!0),k.exit().remove(),k.each((function(){var e,r=l.ensureSingle(n.select(this),\"text\",\"\",(function(t){t.attr(\"data-notex\",1)})),i=y.title.text;y._meta&&(i=l.templateString(i,y._meta)),r.text(i).attr({class:\"titletext\",transform:\"\",\"text-anchor\":\"middle\"}).call(s.font,y.title.font).call(f.convertToTspans,t),e=\"middle center\"===y.title.position?function(t){var e=Math.sqrt(t.titleBox.width*t.titleBox.width+t.titleBox.height*t.titleBox.height);return{x:t.cx,y:t.cy,scale:t.trace.hole*t.r*2/e,tx:0,ty:-t.titleBox.height/2+t.trace.title.font.size}}(v):C(v,h),r.attr(\"transform\",c(e.x,e.y)+u(Math.min(1,e.scale))+c(e.tx,e.ty))})),T&&function(t,e){var r,n,i,a,o,s,u,c,f,h,p,d,v;function y(t,e){return t.pxmid[1]-e.pxmid[1]}function m(t,e){return e.pxmid[1]-t.pxmid[1]}function x(t,r){r||(r={});var i,c,f,p,d=r.labelExtraY+(n?r.yLabelMax:r.yLabelMin),v=n?t.yLabelMin:t.yLabelMax,y=n?t.yLabelMax:t.yLabelMin,m=t.cyFinal+o(t.px0[1],t.px1[1]),x=d-v;if(x*u>0&&(t.labelExtraY=x),l.isArrayOrTypedArray(e.pull))for(c=0;c<h.length;c++)(f=h[c])===t||(g.castOption(e.pull,t.pts)||0)>=(g.castOption(e.pull,f.pts)||0)||((t.pxmid[1]-f.pxmid[1])*u>0?(x=f.cyFinal+o(f.px0[1],f.px1[1])-v-t.labelExtraY)*u>0&&(t.labelExtraY+=x):(y+t.labelExtraY-m)*u>0&&(i=3*s*Math.abs(c-h.indexOf(t)),(p=f.cxFinal+a(f.px0[0],f.px1[0])+i-(t.cxFinal+t.pxmid[0])-t.labelExtraX)*s>0&&(t.labelExtraX+=p)))}for(n=0;n<2;n++)for(i=n?y:m,o=n?Math.max:Math.min,u=n?1:-1,r=0;r<2;r++){for(a=r?Math.max:Math.min,s=r?1:-1,(c=t[n][r]).sort(i),f=t[1-n][r],h=f.concat(c),d=[],p=0;p<c.length;p++)void 0!==c[p].yLabelMid&&d.push(c[p]);for(v=!1,p=0;n&&p<f.length;p++)if(void 0!==f[p].yLabelMid){v=f[p];break}for(p=0;p<d.length;p++){var b=p&&d[p-1];v&&!p&&(b=v),x(d[p],b)}}}(_,y),function(t,e){t.each((function(t){var r=n.select(this);if(t.labelExtraX||t.labelExtraY){var i=r.select(\"g.slicetext text\");t.transform.targetX+=t.labelExtraX,t.transform.targetY+=t.labelExtraY,l.setTransormAndDisplay(i,t.transform);var a=t.cxFinal+t.pxmid[0],s=\"M\"+a+\",\"+(t.cyFinal+t.pxmid[1]),u=(t.yLabelMax-t.yLabelMin)*(t.pxmid[0]<0?-1:1)/4;if(t.labelExtraX){var c=t.labelExtraX*t.pxmid[1]/t.pxmid[0],f=t.yLabelMid+t.labelExtraY-(t.cyFinal+t.pxmid[1]);Math.abs(c)>Math.abs(f)?s+=\"l\"+f*t.pxmid[0]/t.pxmid[1]+\",\"+f+\"H\"+(a+t.labelExtraX+u):s+=\"l\"+t.labelExtraX+\",\"+c+\"v\"+(f-c)+\"h\"+u}else s+=\"V\"+(t.yLabelMid+t.labelExtraY)+\"h\"+u;l.ensureSingle(r,\"path\",\"textline\").call(o.stroke,e.outsidetextfont.color).attr({\"stroke-width\":Math.min(2,e.outsidetextfont.size/8),d:s,fill:\"none\"})}else r.select(\"path.textline\").remove()}))}(m,y),T&&y.automargin){var A=s.bBox(d.node()),M=y.domain,S=h.w*(M.x[1]-M.x[0]),E=h.h*(M.y[1]-M.y[0]),P=(.5*S-v.r)/h.w,O=(.5*E-v.r)/h.h;i.autoMargin(t,\"pie.\"+y.uid+\".automargin\",{xl:M.x[0]-P,xr:M.x[1]+P,yb:M.y[0]-O,yt:M.y[1]+O,l:Math.max(v.cx-v.r-A.left,0),r:Math.max(A.right-(v.cx+v.r),0),b:Math.max(A.bottom-(v.cy+v.r),0),t:Math.max(v.cy-v.r-A.top,0),pad:5})}}))}));setTimeout((function(){v.selectAll(\"tspan\").each((function(){var t=n.select(this);t.attr(\"dy\")&&t.attr(\"dy\",t.attr(\"dy\"))}))}),0)},formatSliceLabel:D,transformInsideText:w,determineInsideTextFont:b,positionTitleOutside:C,prerenderTitles:_,layoutAreas:I,attachFxHandlers:x,computeTransform:R}},22152:function(t,e,r){\"use strict\";var n=r(33428),i=r(10528),a=r(82744).resizeText;t.exports=function(t){var e=t._fullLayout._pielayer.selectAll(\".trace\");a(t,e,\"pie\"),e.each((function(e){var r=e[0].trace,a=n.select(this);a.style({opacity:r.opacity}),a.selectAll(\"path.surface\").each((function(e){n.select(this).call(i,e,r,t)}))}))}},10528:function(t,e,r){\"use strict\";var n=r(76308),i=r(69656).castOption,a=r(21552);t.exports=function(t,e,r,o){var s=r.marker.line,l=i(s.color,e.pts)||n.defaultLine,u=i(s.width,e.pts)||0;t.call(a,e,r,o).style(\"stroke-width\",u).call(n.stroke,l)}},35484:function(t,e,r){\"use strict\";var n=r(52904);t.exports={x:n.x,y:n.y,xy:{valType:\"data_array\",editType:\"calc\"},indices:{valType:\"data_array\",editType:\"calc\"},xbounds:{valType:\"data_array\",editType:\"calc\"},ybounds:{valType:\"data_array\",editType:\"calc\"},text:n.text,marker:{color:{valType:\"color\",arrayOk:!1,editType:\"calc\"},opacity:{valType:\"number\",min:0,max:1,dflt:1,arrayOk:!1,editType:\"calc\"},blend:{valType:\"boolean\",dflt:null,editType:\"calc\"},sizemin:{valType:\"number\",min:.1,max:2,dflt:.5,editType:\"calc\"},sizemax:{valType:\"number\",min:.1,dflt:20,editType:\"calc\"},border:{color:{valType:\"color\",arrayOk:!1,editType:\"calc\"},arearatio:{valType:\"number\",min:0,max:1,dflt:0,editType:\"calc\"},editType:\"calc\"},editType:\"calc\"},transforms:void 0}},11072:function(t,e,r){\"use strict\";var n=r(67792).gl_pointcloud2d,i=r(3400).isArrayOrTypedArray,a=r(43080),o=r(19280).findExtremes,s=r(44928);function l(t,e){this.scene=t,this.uid=e,this.type=\"pointcloud\",this.pickXData=[],this.pickYData=[],this.xData=[],this.yData=[],this.textLabels=[],this.color=\"rgb(0, 0, 0)\",this.name=\"\",this.hoverinfo=\"all\",this.idToIndex=new Int32Array(0),this.bounds=[0,0,0,0],this.pointcloudOptions={positions:new Float32Array(0),idToIndex:this.idToIndex,sizemin:.5,sizemax:12,color:[0,0,0,1],areaRatio:1,borderColor:[0,0,0,1]},this.pointcloud=n(t.glplot,this.pointcloudOptions),this.pointcloud._trace=this}var u=l.prototype;u.handlePick=function(t){var e=this.idToIndex[t.pointId];return{trace:this,dataCoord:t.dataCoord,traceCoord:this.pickXYData?[this.pickXYData[2*e],this.pickXYData[2*e+1]]:[this.pickXData[e],this.pickYData[e]],textLabel:i(this.textLabels)?this.textLabels[e]:this.textLabels,color:this.color,name:this.name,pointIndex:e,hoverinfo:this.hoverinfo}},u.update=function(t){this.index=t.index,this.textLabels=t.text,this.name=t.name,this.hoverinfo=t.hoverinfo,this.bounds=[1/0,1/0,-1/0,-1/0],this.updateFast(t),this.color=s(t,{})},u.updateFast=function(t){var e,r,n,i,s,l,u=this.xData=this.pickXData=t.x,c=this.yData=this.pickYData=t.y,f=this.pickXYData=t.xy,h=t.xbounds&&t.ybounds,p=t.indices,d=this.bounds;if(f){if(n=f,e=f.length>>>1,h)d[0]=t.xbounds[0],d[2]=t.xbounds[1],d[1]=t.ybounds[0],d[3]=t.ybounds[1];else for(l=0;l<e;l++)i=n[2*l],s=n[2*l+1],i<d[0]&&(d[0]=i),i>d[2]&&(d[2]=i),s<d[1]&&(d[1]=s),s>d[3]&&(d[3]=s);if(p)r=p;else for(r=new Int32Array(e),l=0;l<e;l++)r[l]=l}else for(e=u.length,n=new Float32Array(2*e),r=new 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a=r.node;a.originalEvent=n.event,t._hoverdata=[a],n.select(e).call(m,r,i),s.click(t,{target:!0})}}})}},83248:function(t,e,r){\"use strict\";var n=r(49812),i=r(67756).Gz,a=r(33428),o=r(26800),s=r(48932),l=r(11820),u=r(49760),c=r(76308),f=r(43616),h=r(3400),p=h.strTranslate,d=h.strRotate,v=r(71688),g=v.keyFun,y=v.repeat,m=v.unwrap,x=r(72736),b=r(24040),_=r(84284),w=_.CAP_SHIFT,T=_.LINE_SPACING;function k(t,e,r){var n,i=m(e),a=i.trace,c=a.domain,f=\"h\"===a.orientation,p=a.node.pad,d=a.node.thickness,v={justify:o.sankeyJustify,left:o.sankeyLeft,right:o.sankeyRight,center:o.sankeyCenter}[a.node.align],g=t.width*(c.x[1]-c.x[0]),y=t.height*(c.y[1]-c.y[0]),x=i._nodes,b=i._links,_=i.circular;(n=_?s.sankeyCircular().circularLinkGap(0):o.sankey()).iterations(l.sankeyIterations).size(f?[g,y]:[y,g]).nodeWidth(d).nodePadding(p).nodeId((function(t){return t.pointNumber})).nodeAlign(v).nodes(x).links(b);var w,T,k,A=n();for(var M in n.nodePadding()<p&&h.warn(\"node.pad was reduced to 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l=0;for(T=0;T<r.sourceLinks.length;T++)l+=r.sourceLinks[T].value;for(T=0;T<r.sourceLinks.length;T++)(e=r.sourceLinks[T]).concentrationOut=e.value/l;var c=0;for(T=0;T<r.targetLinks.length;T++)c+=r.targetLinks[T].value;for(T=0;T<r.targetLinks.length;T++)(e=r.targetLinks[T]).concenrationIn=e.value/c}}(),a.node.x.length&&a.node.y.length){for(w=0;w<Math.min(a.node.x.length,a.node.y.length,A.nodes.length);w++)if(a.node.x[w]&&a.node.y[w]){var C=[a.node.x[w]*g,a.node.y[w]*y];A.nodes[w].x0=C[0]-d/2,A.nodes[w].x1=C[0]+d/2;var P=A.nodes[w].y1-A.nodes[w].y0;A.nodes[w].y0=C[1]-P/2,A.nodes[w].y1=C[1]+P/2}\"snap\"===a.arrangement&&function(t){var e,r,n=t.map((function(t,e){return{x0:t.x0,index:e}})).sort((function(t,e){return t.x0-e.x0})),i=[],a=-1,o=-1/0;for(w=0;w<n.length;w++){var s=t[n[w].index];s.x0>o+d&&(a+=1,e=s.x0),o=s.x0,i[a]||(i[a]=[]),i[a].push(s),r=e-s.x0,s.x0+=r,s.x1+=r}return i}(x=A.nodes).forEach((function(t){var e,r,n,i=0,a=t.length;for(t.sort((function(t,e){return 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e.trace=t.trace,e.curveNumber=t.trace.index,{circular:t.circular,key:a,traceId:t.key,pointNumber:e.pointNumber,link:e,tinyColorHue:c.tinyRGB(n),tinyColorAlpha:n.getAlpha(),tinyColorHoverHue:c.tinyRGB(i),tinyColorHoverAlpha:i.getAlpha(),linkPath:M,linkLineColor:t.linkLineColor,linkLineWidth:t.linkLineWidth,linkArrowLength:t.linkArrowLength,valueFormat:t.valueFormat,valueSuffix:t.valueSuffix,sankey:t.sankey,parent:t,interactionState:t.interactionState,flow:e.flow}}function M(){return function(t){var e=t.linkArrowLength;if(t.link.circular)return function(t,e){var r=t.width/2,n=t.circularPathData;return\"top\"===t.circularLinkType?\"M \"+(n.targetX-e)+\" \"+(n.targetY+r)+\" L\"+(n.rightInnerExtent-e)+\" \"+(n.targetY+r)+\"A\"+(n.rightLargeArcRadius+r)+\" \"+(n.rightSmallArcRadius+r)+\" 0 0 1 \"+(n.rightFullExtent-r-e)+\" \"+(n.targetY-n.rightSmallArcRadius)+\"L\"+(n.rightFullExtent-r-e)+\" \"+n.verticalRightInnerExtent+\"A\"+(n.rightLargeArcRadius+r)+\" \"+(n.rightLargeArcRadius+r)+\" 0 0 1 \"+(n.rightInnerExtent-e)+\" \"+(n.verticalFullExtent-r)+\"L\"+n.leftInnerExtent+\" \"+(n.verticalFullExtent-r)+\"A\"+(n.leftLargeArcRadius+r)+\" \"+(n.leftLargeArcRadius+r)+\" 0 0 1 \"+(n.leftFullExtent+r)+\" \"+n.verticalLeftInnerExtent+\"L\"+(n.leftFullExtent+r)+\" \"+(n.sourceY-n.leftSmallArcRadius)+\"A\"+(n.leftLargeArcRadius+r)+\" \"+(n.leftSmallArcRadius+r)+\" 0 0 1 \"+n.leftInnerExtent+\" \"+(n.sourceY+r)+\"L\"+n.sourceX+\" \"+(n.sourceY+r)+\"L\"+n.sourceX+\" \"+(n.sourceY-r)+\"L\"+n.leftInnerExtent+\" \"+(n.sourceY-r)+\"A\"+(n.leftLargeArcRadius-r)+\" \"+(n.leftSmallArcRadius-r)+\" 0 0 0 \"+(n.leftFullExtent-r)+\" \"+(n.sourceY-n.leftSmallArcRadius)+\"L\"+(n.leftFullExtent-r)+\" \"+n.verticalLeftInnerExtent+\"A\"+(n.leftLargeArcRadius-r)+\" \"+(n.leftLargeArcRadius-r)+\" 0 0 0 \"+n.leftInnerExtent+\" \"+(n.verticalFullExtent+r)+\"L\"+(n.rightInnerExtent-e)+\" \"+(n.verticalFullExtent+r)+\"A\"+(n.rightLargeArcRadius-r)+\" \"+(n.rightLargeArcRadius-r)+\" 0 0 0 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\"+(n.sourceY+n.leftSmallArcRadius)+\"A\"+(n.leftLargeArcRadius+r)+\" \"+(n.leftSmallArcRadius+r)+\" 0 0 0 \"+n.leftInnerExtent+\" \"+(n.sourceY-r)+\"L\"+n.sourceX+\" \"+(n.sourceY-r)+\"L\"+n.sourceX+\" \"+(n.sourceY+r)+\"L\"+n.leftInnerExtent+\" \"+(n.sourceY+r)+\"A\"+(n.leftLargeArcRadius-r)+\" \"+(n.leftSmallArcRadius-r)+\" 0 0 1 \"+(n.leftFullExtent-r)+\" \"+(n.sourceY+n.leftSmallArcRadius)+\"L\"+(n.leftFullExtent-r)+\" \"+n.verticalLeftInnerExtent+\"A\"+(n.leftLargeArcRadius-r)+\" \"+(n.leftLargeArcRadius-r)+\" 0 0 1 \"+n.leftInnerExtent+\" \"+(n.verticalFullExtent-r)+\"L\"+(n.rightInnerExtent-e)+\" \"+(n.verticalFullExtent-r)+\"A\"+(n.rightLargeArcRadius-r)+\" \"+(n.rightLargeArcRadius-r)+\" 0 0 1 \"+(n.rightFullExtent+r-e)+\" \"+n.verticalRightInnerExtent+\"L\"+(n.rightFullExtent+r-e)+\" \"+(n.targetY+n.rightSmallArcRadius)+\"A\"+(n.rightLargeArcRadius-r)+\" \"+(n.rightSmallArcRadius-r)+\" 0 0 1 \"+(n.rightInnerExtent-e)+\" \"+(n.targetY+r)+\"L\"+(n.targetX-e)+\" \"+(n.targetY+r)+(e>0?\"L\"+n.targetX+\" \"+n.targetY:\"\")+\"Z\"}(t.link,e);var r=Math.abs((t.link.target.x0-t.link.source.x1)/2);e>r&&(e=r);var n=t.link.source.x1,a=t.link.target.x0-e,o=i(n,a),s=o(.5),l=o(.5),u=t.link.y0-t.link.width/2,c=t.link.y0+t.link.width/2,f=t.link.y1-t.link.width/2,h=t.link.y1+t.link.width/2,p=\"M\"+n+\",\"+u,d=\"C\"+s+\",\"+u+\" \"+l+\",\"+f+\" \"+a+\",\"+f,v=\"C\"+l+\",\"+h+\" \"+s+\",\"+c+\" \"+n+\",\"+c,g=e>0?\"L\"+(a+e)+\",\"+(f+t.link.width/2):\"\";return p+d+(g+=\"L\"+a+\",\"+h)+v+\"Z\"}}function S(t,e){var r=u(e.color),n=l.nodePadAcross,i=t.nodePad/2;e.dx=e.x1-e.x0,e.dy=e.y1-e.y0;var a=e.dx,o=Math.max(.5,e.dy),s=\"node_\"+e.pointNumber;return e.group&&(s=h.randstr()),e.trace=t.trace,e.curveNumber=t.trace.index,{index:e.pointNumber,key:s,partOfGroup:e.partOfGroup||!1,group:e.group,traceId:t.key,trace:t.trace,node:e,nodePad:t.nodePad,nodeLineColor:t.nodeLineColor,nodeLineWidth:t.nodeLineWidth,textFont:t.textFont,size:t.horizontal?t.height:t.width,visibleWidth:Math.ceil(a),visibleHeight:o,zoneX:-n,zoneY:-i,zoneWidth:a+2*n,zoneHeight:o+2*i,labelY:t.horizontal?e.dy/2+1:e.dx/2+1,left:1===e.originalLayer,sizeAcross:t.width,forceLayouts:t.forceLayouts,horizontal:t.horizontal,darkBackground:r.getBrightness()<=128,tinyColorHue:c.tinyRGB(r),tinyColorAlpha:r.getAlpha(),valueFormat:t.valueFormat,valueSuffix:t.valueSuffix,sankey:t.sankey,graph:t.graph,arrangement:t.arrangement,uniqueNodeLabelPathId:[t.guid,t.key,s].join(\"_\"),interactionState:t.interactionState,figure:t}}function E(t){t.attr(\"transform\",(function(t){return p(t.node.x0.toFixed(3),t.node.y0.toFixed(3))}))}function L(t){t.call(E)}function C(t,e){t.call(L),e.attr(\"d\",M())}function P(t){t.attr(\"width\",(function(t){return t.node.x1-t.node.x0})).attr(\"height\",(function(t){return t.visibleHeight}))}function O(t){return t.link.width>1||t.linkLineWidth>0}function I(t){return p(t.translateX,t.translateY)+(t.horizontal?\"matrix(1 0 0 1 0 0)\":\"matrix(0 1 1 0 0 0)\")}function z(t,e,r){t.on(\".basic\",null).on(\"mouseover.basic\",(function(t){t.interactionState.dragInProgress||t.partOfGroup||(r.hover(this,t,e),t.interactionState.hovered=[this,t])})).on(\"mousemove.basic\",(function(t){t.interactionState.dragInProgress||t.partOfGroup||(r.follow(this,t),t.interactionState.hovered=[this,t])})).on(\"mouseout.basic\",(function(t){t.interactionState.dragInProgress||t.partOfGroup||(r.unhover(this,t,e),t.interactionState.hovered=!1)})).on(\"click.basic\",(function(t){t.interactionState.hovered&&(r.unhover(this,t,e),t.interactionState.hovered=!1),t.interactionState.dragInProgress||t.partOfGroup||r.select(this,t,e)}))}function D(t,e,r,i){var o=a.behavior.drag().origin((function(t){return{x:t.node.x0+t.visibleWidth/2,y:t.node.y0+t.visibleHeight/2}})).on(\"dragstart\",(function(a){if(\"fixed\"!==a.arrangement&&(h.ensureSingle(i._fullLayout._infolayer,\"g\",\"dragcover\",(function(t){i._fullLayout._dragCover=t})),h.raiseToTop(this),a.interactionState.dragInProgress=a.node,F(a.node),a.interactionState.hovered&&(r.nodeEvents.unhover.apply(0,a.interactionState.hovered),a.interactionState.hovered=!1),\"snap\"===a.arrangement)){var o=a.traceId+\"|\"+a.key;a.forceLayouts[o]?a.forceLayouts[o].alpha(1):function(t,e,r,i){!function(t){for(var e=0;e<t.length;e++)t[e].y=(t[e].y0+t[e].y1)/2,t[e].x=(t[e].x0+t[e].x1)/2}(r.graph.nodes);var a=r.graph.nodes.filter((function(t){return t.originalX===r.node.originalX})).filter((function(t){return!t.partOfGroup}));r.forceLayouts[e]=n.forceSimulation(a).alphaDecay(0).force(\"collide\",n.forceCollide().radius((function(t){return t.dy/2+r.nodePad/2})).strength(1).iterations(l.forceIterations)).force(\"constrain\",function(t,e,r,n){return function(){for(var t=0,i=0;i<r.length;i++){var a=r[i];a===n.interactionState.dragInProgress?(a.x=a.lastDraggedX,a.y=a.lastDraggedY):(a.vx=(a.originalX-a.x)/l.forceTicksPerFrame,a.y=Math.min(n.size-a.dy/2,Math.max(a.dy/2,a.y))),t=Math.max(t,Math.abs(a.vx),Math.abs(a.vy))}!n.interactionState.dragInProgress&&t<.1&&n.forceLayouts[e].alpha()>0&&n.forceLayouts[e].alpha(0)}}(0,e,a,r)).stop()}(0,o,a),function(t,e,r,n,i){window.requestAnimationFrame((function a(){var o;for(o=0;o<l.forceTicksPerFrame;o++)r.forceLayouts[n].tick();if(function(t){for(var e=0;e<t.length;e++)t[e].y0=t[e].y-t[e].dy/2,t[e].y1=t[e].y0+t[e].dy,t[e].x0=t[e].x-t[e].dx/2,t[e].x1=t[e].x0+t[e].dx}(r.graph.nodes),r.sankey.update(r.graph),C(t.filter(B(r)),e),r.forceLayouts[n].alpha()>0)window.requestAnimationFrame(a);else{var 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a=(t.graph.nodes[i].x0+t.graph.nodes[i].x1)/2,o=(t.graph.nodes[i].y0+t.graph.nodes[i].y1)/2;r.push(a/t.figure.width),n.push(o/t.figure.height)}b.call(\"_guiRestyle\",e,{\"node.x\":[r],\"node.y\":[n]},t.trace.index).then((function(){e._fullLayout._dragCover&&e._fullLayout._dragCover.remove()}))}function F(t){t.lastDraggedX=t.x0+t.dx/2,t.lastDraggedY=t.y0+t.dy/2}function B(t){return function(e){return e.node.originalX===t.node.originalX}}t.exports=function(t,e,r,n,i){var o=t._context.staticPlot,s=!1;h.ensureSingle(t._fullLayout._infolayer,\"g\",\"first-render\",(function(){s=!0}));var v=t._fullLayout._dragCover,b=r.filter((function(t){return m(t).trace.visible})).map(k.bind(null,n)),_=e.selectAll(\".\"+l.cn.sankey).data(b,g);_.exit().remove(),_.enter().append(\"g\").classed(l.cn.sankey,!0).style(\"box-sizing\",\"content-box\").style(\"position\",\"absolute\").style(\"left\",0).style(\"shape-rendering\",\"geometricPrecision\").style(\"pointer-events\",o?\"none\":\"auto\").attr(\"transform\",I),_.each((function(e,r){t._fullData[r]._sankey=e;var n=\"bgsankey-\"+e.trace.uid+\"-\"+r;h.ensureSingle(t._fullLayout._draggers,\"rect\",n),t._fullData[r]._bgRect=a.select(\".\"+n),t._fullData[r]._bgRect.style(\"pointer-events\",o?\"none\":\"all\").attr(\"width\",e.width).attr(\"height\",e.height).attr(\"x\",e.translateX).attr(\"y\",e.translateY).classed(\"bgsankey\",!0).style({fill:\"transparent\",\"stroke-width\":0})})),_.transition().ease(l.ease).duration(l.duration).attr(\"transform\",I);var L=_.selectAll(\".\"+l.cn.sankeyLinks).data(y,g);L.enter().append(\"g\").classed(l.cn.sankeyLinks,!0).style(\"fill\",\"none\");var 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n=r(21776).Ks,i=r(21776).Gw,a=r(98304),o=r(52904),s=r(45464),l=r(49084),u=r(98192).u,c=r(92880).extendFlat,f=r(67824).overrideAll,h=o.marker,p=o.line,d=h.line;t.exports=f({lon:{valType:\"data_array\"},lat:{valType:\"data_array\"},locations:{valType:\"data_array\"},locationmode:{valType:\"enumerated\",values:[\"ISO-3\",\"USA-states\",\"country 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n,i,a=r.length,o=a/2;if(h.hasLines(e)&&o)if(\"hv\"===e.line.shape){for(n=[],i=0;i<o-1;i++)isNaN(r[2*i])||isNaN(r[2*i+1])?n.push(NaN,NaN,NaN,NaN):(n.push(r[2*i],r[2*i+1]),isNaN(r[2*i+2])||isNaN(r[2*i+3])?n.push(NaN,NaN):n.push(r[2*i+2],r[2*i+1]));n.push(r[a-2],r[a-1])}else if(\"hvh\"===e.line.shape){for(n=[],i=0;i<o-1;i++)if(isNaN(r[2*i])||isNaN(r[2*i+1])||isNaN(r[2*i+2])||isNaN(r[2*i+3]))isNaN(r[2*i])||isNaN(r[2*i+1])?n.push(NaN,NaN):n.push(r[2*i],r[2*i+1]),n.push(NaN,NaN);else{var s=(r[2*i]+r[2*i+2])/2;n.push(r[2*i],r[2*i+1],s,r[2*i+1],s,r[2*i+3])}n.push(r[a-2],r[a-1])}else if(\"vhv\"===e.line.shape){for(n=[],i=0;i<o-1;i++)if(isNaN(r[2*i])||isNaN(r[2*i+1])||isNaN(r[2*i+2])||isNaN(r[2*i+3]))isNaN(r[2*i])||isNaN(r[2*i+1])?n.push(NaN,NaN):n.push(r[2*i],r[2*i+1]),n.push(NaN,NaN);else{var l=(r[2*i+1]+r[2*i+3])/2;n.push(r[2*i],r[2*i+1],r[2*i],l,r[2*i+2],l)}n.push(r[a-2],r[a-1])}else if(\"vh\"===e.line.shape){for(n=[],i=0;i<o-1;i++)isNaN(r[2*i])||isNaN(r[2*i+1])?n.push(NaN,NaN,NaN,NaN):(n.push(r[2*i],r[2*i+1]),isNaN(r[2*i+2])||isNaN(r[2*i+3])?n.push(NaN,NaN):n.push(r[2*i],r[2*i+3]));n.push(r[a-2],r[a-1])}else n=r;var u=!1;for(i=0;i<n.length;i++)if(isNaN(n[i])){u=!0;break}var c=u||n.length>v.TOO_MANY_POINTS||h.hasMarkers(e)?\"rect\":\"round\";if(u&&e.connectgaps){var f=n[0],p=n[1];for(i=0;i<n.length;i+=2)isNaN(n[i])||isNaN(n[i+1])?(n[i]=f,n[i+1]=p):(f=n[i],p=n[i+1])}return{join:c,positions:n}},errorBarPositions:function(t,e,r,i,a){var s=o.getComponentMethod(\"errorbars\",\"makeComputeError\"),l=c.getFromId(t,e.xaxis,\"x\"),u=c.getFromId(t,e.yaxis,\"y\"),f=r.length/2,h={};function p(t,i){var a=i._id.charAt(0),o=e[\"error_\"+a];if(o&&o.visible&&(\"linear\"===i.type||\"log\"===i.type)){for(var l=s(o),u={x:0,y:1}[a],c={x:[0,1,2,3],y:[2,3,0,1]}[a],p=new Float64Array(4*f),d=1/0,v=-1/0,g=0,y=0;g<f;g++,y+=4){var m=t[g];if(n(m)){var x=r[2*g+u],b=l(m,g),_=b[0],w=b[1];if(n(_)&&n(w)){var T=m-_,k=m+w;p[y+c[0]]=x-i.c2l(T),p[y+c[1]]=i.c2l(k)-x,p[y+c[2]]=0,p[y+c[3]]=0,d=Math.min(d,m-_),v=Math.max(v,m+w)}}}h[a]={positions:r,errors:p,_bnds:[d,v]}}}return p(i,l),p(a,u),h},textPosition:function(t,e,r,n){var i,a=e._length,o={};if(h.hasMarkers(e)){var s=r.font,u=r.align,c=r.baseline;for(o.offset=new Array(a),i=0;i<a;i++){var f=n.sizes?n.sizes[i]:n.size,p=l(s)?s[i].size:s.size,d=l(u)?u.length>1?u[i]:u[0]:u,v=l(c)?c.length>1?c[i]:c[0]:c,g=y[d],m=y[v],x=f?f/.8+1:0,b=-m*x-.5*m;o.offset[i]=[g*x/p,b/p]}}return o}}},80220:function(t,e,r){\"use strict\";var n=r(3400),i=r(24040),a=r(80088),o=r(2876),s=r(88200),l=r(43028),u=r(43980),c=r(31147),f=r(74428),h=r(66828),p=r(70840),d=r(124);t.exports=function(t,e,r,v){function g(r,i){return n.coerce(t,e,o,r,i)}var y=!!t.marker&&a.isOpenSymbol(t.marker.symbol),m=l.isBubble(t),x=u(t,e,v,g);if(x){c(t,e,v,g),g(\"xhoverformat\"),g(\"yhoverformat\");var b=x<s.PTS_LINESONLY?\"lines+markers\":\"lines\";g(\"text\"),g(\"hovertext\"),g(\"hovertemplate\"),g(\"mode\",b),l.hasMarkers(e)&&(f(t,e,r,v,g,{noAngleRef:!0,noStandOff:!0}),g(\"marker.line.width\",y||m?1:0)),l.hasLines(e)&&(g(\"connectgaps\"),h(t,e,r,v,g),g(\"line.shape\")),l.hasText(e)&&(g(\"texttemplate\"),d(t,e,v,g));var _=(e.line||{}).color,w=(e.marker||{}).color;g(\"fill\"),\"none\"!==e.fill&&p(t,e,r,g);var T=i.getComponentMethod(\"errorbars\",\"supplyDefaults\");T(t,e,_||w||r,{axis:\"y\"}),T(t,e,_||w||r,{axis:\"x\",inherit:\"y\"}),n.coerceSelectionMarkerOpacity(e,g)}else e.visible=!1}},26768:function(t,e,r){\"use strict\";var n=r(3400),i=r(76308),a=r(13448).DESELECTDIM;t.exports={styleTextSelection:function(t){var e,r,o=t[0],s=o.trace,l=o.t,u=l._scene,c=l.index,f=u.selectBatch[c],h=u.unselectBatch[c],p=u.textOptions[c],d=u.textSelectedOptions[c]||{},v=u.textUnselectedOptions[c]||{},g=n.extendFlat({},p);if(f.length||h.length){var y=d.color,m=v.color,x=p.color,b=n.isArrayOrTypedArray(x);for(g.color=new Array(s._length),e=0;e<f.length;e++)r=f[e],g.color[r]=y||(b?x[r]:x);for(e=0;e<h.length;e++){r=h[e];var _=b?x[r]:x;g.color[r]=m||(y?_:i.addOpacity(_,a))}}u.glText[c].update(g)}}},99396:function(t,e,r){\"use strict\";var n=r(76688);t.exports=function(t,e,r){var i=t.i;return\"x\"in t||(t.x=e._x[i]),\"y\"in t||(t.y=e._y[i]),n(t,e,r)}},80088:function(t,e,r){\"use strict\";var n=r(67072);e.isOpenSymbol=function(t){return\"string\"==typeof t?n.OPEN_RE.test(t):t%200>100},e.isDotSymbol=function(t){return\"string\"==typeof t?n.DOT_RE.test(t):t>200}},41272:function(t,e,r){\"use strict\";var n=r(24040),i=r(3400),a=r(44928);function o(t,e,r,o){var s=t.xa,l=t.ya,u=t.distance,c=t.dxy,f=t.index,h={pointNumber:f,x:e[f],y:r[f]};h.tx=i.isArrayOrTypedArray(o.text)?o.text[f]:o.text,h.htx=Array.isArray(o.hovertext)?o.hovertext[f]:o.hovertext,h.data=Array.isArray(o.customdata)?o.customdata[f]:o.customdata,h.tp=Array.isArray(o.textposition)?o.textposition[f]:o.textposition;var p=o.textfont;p&&(h.ts=i.isArrayOrTypedArray(p.size)?p.size[f]:p.size,h.tc=i.isArrayOrTypedArray(p.color)?p.color[f]:p.color,h.tf=Array.isArray(p.family)?p.family[f]:p.family,h.tw=Array.isArray(p.weight)?p.weight[f]:p.weight,h.ty=Array.isArray(p.style)?p.style[f]:p.style,h.tv=Array.isArray(p.variant)?p.variant[f]:p.variant);var d=o.marker;d&&(h.ms=i.isArrayOrTypedArray(d.size)?d.size[f]:d.size,h.mo=i.isArrayOrTypedArray(d.opacity)?d.opacity[f]:d.opacity,h.mx=i.isArrayOrTypedArray(d.symbol)?d.symbol[f]:d.symbol,h.ma=i.isArrayOrTypedArray(d.angle)?d.angle[f]:d.angle,h.mc=i.isArrayOrTypedArray(d.color)?d.color[f]:d.color);var v=d&&d.line;v&&(h.mlc=Array.isArray(v.color)?v.color[f]:v.color,h.mlw=i.isArrayOrTypedArray(v.width)?v.width[f]:v.width);var g=d&&d.gradient;g&&\"none\"!==g.type&&(h.mgt=Array.isArray(g.type)?g.type[f]:g.type,h.mgc=Array.isArray(g.color)?g.color[f]:g.color);var y=s.c2p(h.x,!0),m=l.c2p(h.y,!0),x=h.mrc||1,b=o.hoverlabel;b&&(h.hbg=Array.isArray(b.bgcolor)?b.bgcolor[f]:b.bgcolor,h.hbc=Array.isArray(b.bordercolor)?b.bordercolor[f]:b.bordercolor,h.hts=i.isArrayOrTypedArray(b.font.size)?b.font.size[f]:b.font.size,h.htc=Array.isArray(b.font.color)?b.font.color[f]:b.font.color,h.htf=Array.isArray(b.font.family)?b.font.family[f]:b.font.family,h.hnl=i.isArrayOrTypedArray(b.namelength)?b.namelength[f]:b.namelength);var _=o.hoverinfo;_&&(h.hi=Array.isArray(_)?_[f]:_);var w=o.hovertemplate;w&&(h.ht=Array.isArray(w)?w[f]:w);var T={};T[t.index]=h;var k=o._origX,A=o._origY,M=i.extendFlat({},t,{color:a(o,h),x0:y-x,x1:y+x,xLabelVal:k?k[f]:h.x,y0:m-x,y1:m+x,yLabelVal:A?A[f]:h.y,cd:T,distance:u,spikeDistance:c,hovertemplate:h.ht});return h.htx?M.text=h.htx:h.tx?M.text=h.tx:o.text&&(M.text=o.text),i.fillText(h,o,M),n.getComponentMethod(\"errorbars\",\"hoverInfo\")(h,o,M),M}t.exports={hoverPoints:function(t,e,r,n){var i,a,s,l,u,c,f,h,p,d,v=t.cd,g=v[0].t,y=v[0].trace,m=t.xa,x=t.ya,b=g.x,_=g.y,w=m.c2p(e),T=x.c2p(r),k=t.distance;if(g.tree){var A=m.p2c(w-k),M=m.p2c(w+k),S=x.p2c(T-k),E=x.p2c(T+k);i=\"x\"===n?g.tree.range(Math.min(A,M),Math.min(x._rl[0],x._rl[1]),Math.max(A,M),Math.max(x._rl[0],x._rl[1])):g.tree.range(Math.min(A,M),Math.min(S,E),Math.max(A,M),Math.max(S,E))}else i=g.ids;var L=k;if(\"x\"===n){var C=!!y.xperiodalignment,P=!!y.yperiodalignment;for(c=0;c<i.length;c++){if(l=b[a=i[c]],f=Math.abs(m.c2p(l)-w),C){var O=m.c2p(y._xStarts[a]),I=m.c2p(y._xEnds[a]);f=w>=Math.min(O,I)&&w<=Math.max(O,I)?0:1/0}if(f<L){if(L=f,u=_[a],h=x.c2p(u)-T,P){var z=x.c2p(y._yStarts[a]),D=x.c2p(y._yEnds[a]);h=T>=Math.min(z,D)&&T<=Math.max(z,D)?0:1/0}d=Math.sqrt(f*f+h*h),s=i[c]}}}else for(c=i.length-1;c>-1;c--)l=b[a=i[c]],u=_[a],f=m.c2p(l)-w,h=x.c2p(u)-T,(p=Math.sqrt(f*f+h*h))<L&&(L=d=p,s=a);return t.index=s,t.distance=L,t.dxy=d,void 0===s?[t]:[o(t,b,_,y)]},calcHover:o}},38983:function(t,e,r){\"use strict\";var n=r(64628);n.plot=r(89876),t.exports=n},89876:function(t,e,r){\"use strict\";var n=r(38540),i=r(13472),a=r(24544),o=r(23352),s=r(3400),l=r(72760).selectMode,u=r(5048),c=r(43028),f=r(14328),h=r(26768).styleTextSelection,p={};function d(t,e,r,n){var i=t._size,a=t.width*n,o=t.height*n,s=i.l*n,l=i.b*n,u=i.r*n,c=i.t*n,f=i.w*n,h=i.h*n;return[s+e.domain[0]*f,l+r.domain[0]*h,a-u-(1-e.domain[1])*f,o-c-(1-r.domain[1])*h]}(t.exports=function(t,e,r){if(r.length){var v,g,y=t._fullLayout,m=e._scene,x=e.xaxis,b=e.yaxis;if(m)if(u(t,[\"ANGLE_instanced_arrays\",\"OES_element_index_uint\"],p)){var _=m.count,w=y._glcanvas.data()[0].regl;if(f(t,e,r),m.dirty){if(!m.line2d&&!m.error2d||m.scatter2d||m.fill2d||m.glText||w.clear({}),!0===m.error2d&&(m.error2d=a(w)),!0===m.line2d&&(m.line2d=i(w)),!0===m.scatter2d&&(m.scatter2d=n(w)),!0===m.fill2d&&(m.fill2d=i(w)),!0===m.glText)for(m.glText=new Array(_),v=0;v<_;v++)m.glText[v]=new o(w);if(m.glText){if(_>m.glText.length){var T=_-m.glText.length;for(v=0;v<T;v++)m.glText.push(new o(w))}else if(_<m.glText.length){var k=m.glText.length-_;m.glText.splice(_,k).forEach((function(t){t.destroy()}))}for(v=0;v<_;v++)m.glText[v].update(m.textOptions[v])}if(m.line2d&&(m.line2d.update(m.lineOptions),m.lineOptions=m.lineOptions.map((function(t){if(t&&t.positions){for(var e=t.positions,r=0;r<e.length&&(isNaN(e[r])||isNaN(e[r+1]));)r+=2;for(var n=e.length-2;n>r&&(isNaN(e[n])||isNaN(e[n+1]));)n-=2;t.positions=e.slice(r,n+2)}return t})),m.line2d.update(m.lineOptions)),m.error2d){var A=(m.errorXOptions||[]).concat(m.errorYOptions||[]);m.error2d.update(A)}m.scatter2d&&m.scatter2d.update(m.markerOptions),m.fillOrder=s.repeat(null,_),m.fill2d&&(m.fillOptions=m.fillOptions.map((function(t,e){var n=r[e];if(t&&n&&n[0]&&n[0].trace){var i,a,o=n[0],s=o.trace,l=o.t,u=m.lineOptions[e],c=[];s._ownfill&&c.push(e),s._nexttrace&&c.push(e+1),c.length&&(m.fillOrder[e]=c);var f,h,p=[],d=u&&u.positions||l.positions;if(\"tozeroy\"===s.fill){for(f=0;f<d.length&&isNaN(d[f+1]);)f+=2;for(h=d.length-2;h>f&&isNaN(d[h+1]);)h-=2;0!==d[f+1]&&(p=[d[f],0]),p=p.concat(d.slice(f,h+2)),0!==d[h+1]&&(p=p.concat([d[h],0]))}else if(\"tozerox\"===s.fill){for(f=0;f<d.length&&isNaN(d[f]);)f+=2;for(h=d.length-2;h>f&&isNaN(d[h]);)h-=2;0!==d[f]&&(p=[0,d[f+1]]),p=p.concat(d.slice(f,h+2)),0!==d[h]&&(p=p.concat([0,d[h+1]]))}else if(\"toself\"===s.fill||\"tonext\"===s.fill){for(p=[],i=0,t.splitNull=!0,a=0;a<d.length;a+=2)(isNaN(d[a])||isNaN(d[a+1]))&&((p=p.concat(d.slice(i,a))).push(d[i],d[i+1]),p.push(null,null),i=a+2);p=p.concat(d.slice(i)),i&&p.push(d[i],d[i+1])}else{var v=s._nexttrace;if(v){var g=m.lineOptions[e+1];if(g){var y=g.positions;if(\"tonexty\"===s.fill){for(p=d.slice(),e=Math.floor(y.length/2);e--;){var x=y[2*e],b=y[2*e+1];isNaN(x)||isNaN(b)||p.push(x,b)}t.fill=v.fillcolor}}}}if(s._prevtrace&&\"tonext\"===s._prevtrace.fill){var _=m.lineOptions[e-1].positions,w=p.length/2,T=[i=w];for(a=0;a<_.length;a+=2)(isNaN(_[a])||isNaN(_[a+1]))&&(T.push(a/2+w+1),i=a+2);p=p.concat(_),t.hole=T}return t.fillmode=s.fill,t.opacity=s.opacity,t.positions=p,t}})),m.fill2d.update(m.fillOptions))}var M=y.dragmode,S=l(M),E=y.clickmode.indexOf(\"select\")>-1;for(v=0;v<_;v++){var L=r[v][0],C=L.trace,P=L.t,O=P.index,I=C._length,z=P.x,D=P.y;if(C.selectedpoints||S||E){if(S||(S=!0),C.selectedpoints){var R=m.selectBatch[O]=s.selIndices2selPoints(C),F={};for(g=0;g<R.length;g++)F[R[g]]=1;var B=[];for(g=0;g<I;g++)F[g]||B.push(g);m.unselectBatch[O]=B}var N=P.xpx=new Array(I),j=P.ypx=new Array(I);for(g=0;g<I;g++)N[g]=x.c2p(z[g]),j[g]=b.c2p(D[g])}else P.xpx=P.ypx=null}if(S){if(m.select2d||(m.select2d=n(y._glcanvas.data()[1].regl)),m.scatter2d){var U=new Array(_);for(v=0;v<_;v++)U[v]=m.selectBatch[v].length||m.unselectBatch[v].length?m.markerUnselectedOptions[v]:{};m.scatter2d.update(U)}m.select2d&&(m.select2d.update(m.markerOptions),m.select2d.update(m.markerSelectedOptions)),m.glText&&r.forEach((function(t){var e=((t||[])[0]||{}).trace||{};c.hasText(e)&&h(t)}))}else m.scatter2d&&m.scatter2d.update(m.markerOptions);var V={viewport:d(y,x,b,t._context.plotGlPixelRatio),range:[(x._rl||x.range)[0],(b._rl||b.range)[0],(x._rl||x.range)[1],(b._rl||b.range)[1]]},q=s.repeat(V,m.count);m.fill2d&&m.fill2d.update(q),m.line2d&&m.line2d.update(q),m.error2d&&m.error2d.update(q.concat(q)),m.scatter2d&&m.scatter2d.update(q),m.select2d&&m.select2d.update(q),m.glText&&m.glText.forEach((function(t){t.update(V)}))}else m.init()}}).reglPrecompiled=p},74588:function(t,e,r){\"use strict\";var n=r(3400);t.exports=function(t,e){var r=e._scene,i={count:0,dirty:!0,lineOptions:[],fillOptions:[],markerOptions:[],markerSelectedOptions:[],markerUnselectedOptions:[],errorXOptions:[],errorYOptions:[],textOptions:[],textSelectedOptions:[],textUnselectedOptions:[],selectBatch:[],unselectBatch:[]},a={fill2d:!1,scatter2d:!1,error2d:!1,line2d:!1,glText:!1,select2d:!1};return e._scene||((r=e._scene={}).init=function(){n.extendFlat(r,a,i)},r.init(),r.update=function(t){var e=n.repeat(t,r.count);if(r.fill2d&&r.fill2d.update(e),r.scatter2d&&r.scatter2d.update(e),r.line2d&&r.line2d.update(e),r.error2d&&r.error2d.update(e.concat(e)),r.select2d&&r.select2d.update(e),r.glText)for(var i=0;i<r.count;i++)r.glText[i].update(t)},r.draw=function(){for(var t=r.count,e=r.fill2d,i=r.error2d,a=r.line2d,o=r.scatter2d,s=r.glText,l=r.select2d,u=r.selectBatch,c=r.unselectBatch,f=0;f<t;f++){if(e&&r.fillOrder[f]&&e.draw(r.fillOrder[f]),a&&r.lineOptions[f]&&a.draw(f),i&&(r.errorXOptions[f]&&i.draw(f),r.errorYOptions[f]&&i.draw(f+t)),o&&r.markerOptions[f])if(c[f].length){var h=n.repeat([],r.count);h[f]=c[f],o.draw(h)}else 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n=r(49084),i=r(29736).axisHoverFormat,a=r(21776).Ks,o=r(52948),s=r(45464),l=r(92880).extendFlat,u={x:{valType:\"data_array\",editType:\"calc+clearAxisTypes\"},y:{valType:\"data_array\",editType:\"calc+clearAxisTypes\"},z:{valType:\"data_array\",editType:\"calc+clearAxisTypes\"},u:{valType:\"data_array\",editType:\"calc\"},v:{valType:\"data_array\",editType:\"calc\"},w:{valType:\"data_array\",editType:\"calc\"},starts:{x:{valType:\"data_array\",editType:\"calc\"},y:{valType:\"data_array\",editType:\"calc\"},z:{valType:\"data_array\",editType:\"calc\"},editType:\"calc\"},maxdisplayed:{valType:\"integer\",min:0,dflt:1e3,editType:\"calc\"},sizeref:{valType:\"number\",editType:\"calc\",min:0,dflt:1},text:{valType:\"string\",dflt:\"\",editType:\"calc\"},hovertext:{valType:\"string\",dflt:\"\",editType:\"calc\"},hovertemplate:a({editType:\"calc\"},{keys:[\"tubex\",\"tubey\",\"tubez\",\"tubeu\",\"tubev\",\"tubew\",\"norm\",\"divergence\"]}),uhoverformat:i(\"u\",1),vhoverformat:i(\"v\",1),whoverformat:i(\"w\",1),xhoverformat:i(\"x\"),yhoverformat:i(\"y\"),zhoverformat:i(\"z\"),showlegend:l({},s.showlegend,{dflt:!1})};l(u,n(\"\",{colorAttr:\"u/v/w 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L=function(){m=0,M=[],S=[],E=[]};(!m||m<M.length*S.length*E.length)&&L();var C=function(t){return\"x\"===t?v:\"y\"===t?g:y},P=function(t){return\"x\"===t?M:\"y\"===t?S:E},O=function(t){return t[m-1]<t[0]?-1:1},I=C(A[1]),z=C(A[3]),D=C(A[5]),R=P(A[1]).length,F=P(A[3]).length,B=P(A[5]).length,N=!1,j=function(t,e,r){return R*(F*t+e)+r},U=O(C(A[1])),V=O(C(A[3])),q=O(C(A[5]));for(e=0;e<B-1;e++){for(r=0;r<F-1;r++){for(i=0;i<R-1;i++){var H=j(e,r,i),G=j(e,r,i+1),W=j(e,r+1,i),Y=j(e+1,r,i);if(I[H]*U<I[G]*U&&z[H]*V<z[W]*V&&D[H]*q<D[Y]*q||(N=!0),N)break}if(N)break}if(N)break}return N&&(n.warn(\"Encountered arbitrary coordinates! 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y=n[c];r.xMax=Math.max(r.xMax,y),r.xMin=Math.min(r.xMin,y);var m=o[c];r.yMax=Math.max(r.yMax,m),r.yMin=Math.min(r.yMin,m);var x=l[c];r.zMax=Math.max(r.zMax,x),r.zMin=Math.min(r.zMin,x)}e._slen=u,e._normMax=f,e._xbnds=[r.xMin,r.xMax],e._ybnds=[r.yMin,r.yMax],e._zbnds=[r.zMin,r.zMax]},filter:s,processGrid:a}},25668:function(t,e,r){\"use strict\";var n=r(67792).gl_streamtube3d,i=n.createTubeMesh,a=r(3400),o=r(33040).parseColorScale,s=r(8932).extractOpts,l=r(52094),u={xaxis:0,yaxis:1,zaxis:2};function c(t,e){this.scene=t,this.uid=e,this.mesh=null,this.data=null}var f=c.prototype;function h(t){var e=t.length;return e>2?t.slice(1,e-1):2===e?[(t[0]+t[1])/2]:t}function p(t){var e=t.length;return 1===e?[.5,.5]:[t[1]-t[0],t[e-1]-t[e-2]]}function d(t,e){var r=t.fullSceneLayout,i=t.dataScale,c=e._len,f={};function d(t,e){var n=r[e],o=i[u[e]];return a.simpleMap(t,(function(t){return 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n=r(45464),i=r(21776).Ks,a=r(21776).Gw,o=r(49084),s=r(86968).u,l=r(74996),u=r(27328),c=r(92880).extendFlat,f=r(98192).c;t.exports={labels:{valType:\"data_array\",editType:\"calc\"},parents:{valType:\"data_array\",editType:\"calc\"},values:{valType:\"data_array\",editType:\"calc\"},branchvalues:{valType:\"enumerated\",values:[\"remainder\",\"total\"],dflt:\"remainder\",editType:\"calc\"},count:{valType:\"flaglist\",flags:[\"branches\",\"leaves\"],dflt:\"leaves\",editType:\"calc\"},level:{valType:\"any\",editType:\"plot\",anim:!0},maxdepth:{valType:\"integer\",editType:\"plot\",dflt:-1},marker:c({colors:{valType:\"data_array\",editType:\"calc\"},line:{color:c({},l.marker.line.color,{dflt:null}),width:c({},l.marker.line.width,{dflt:1}),editType:\"calc\"},pattern:f,editType:\"calc\"},o(\"marker\",{colorAttr:\"colors\",anim:!1})),leaf:{opacity:{valType:\"number\",editType:\"style\",min:0,max:1},editType:\"plot\"},text:l.text,textinfo:{valType:\"flaglist\",flags:[\"label\",\"text\",\"value\",\"current 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u=n.select(this),f=s.ensureSingle(u,\"path\",\"surface\",(function(t){t.style(\"pointer-events\",h?\"none\":\"all\")}));i.rpx0=H(i.y0),i.rpx1=H(i.y1),i.xmid=(i.x0+i.x1)/2,i.pxmid=G(i.rpx1,i.xmid),i.midangle=-(i.xmid-Math.PI/2),i.startangle=-(i.x0-Math.PI/2),i.stopangle=-(i.x1-Math.PI/2),i.halfangle=.5*Math.min(s.angleDelta(i.x0,i.x1)||Math.PI,Math.PI),i.ring=1-i.rpx0/i.rpx1,i.rInscribed=function(t){return 0===t.rpx0&&s.isFullCircle([t.x0,t.x1])?1:Math.max(0,Math.min(1/(1+1/Math.sin(t.halfangle)),t.ring/2))}(i),_?f.transition().attrTween(\"d\",(function(t){var e=function(t){var e,r=F[b.getPtId(t)],n={x0:t.x0,x1:t.x1,rpx0:t.rpx0,rpx1:t.rpx1};if(r)e=r;else if(R)if(t.parent)if(Z){var i=(t.x1>Z?2*Math.PI:0)+V;e={x0:i,x1:i}}else e={rpx0:I,rpx1:I},s.extendFlat(e,$(t));else e={rpx0:0,rpx1:0};else e={x0:V,x1:V};return a(e,n)}(t);return function(t){return W(e(t))}})):f.attr(\"d\",W),u.call(m,S,t,r,{eventDataKeys:x.eventDataKeys,transitionTime:x.CLICK_TRANSITION_TIME,transitionEasing:x.CLICK_TRANSITION_EASING}).call(b.setSliceCursor,t,{hideOnRoot:!0,hideOnLeaves:!0,isTransitioning:t._transitioning}),f.call(g,i,A,t);var p=s.ensureSingle(u,\"g\",\"slicetext\"),w=s.ensureSingle(p,\"text\",\"\",(function(t){t.attr(\"data-notex\",1)})),T=s.ensureUniformFontSize(t,b.determineTextFont(A,i,y.font));w.text(e.formatSliceLabel(i,S,A,r,y)).classed(\"slicetext\",!0).attr(\"text-anchor\",\"middle\").call(o.font,T).call(l.convertToTspans,t);var M=o.bBox(w.node());i.transform=v(M,i,k),i.transform.targetX=Y(i),i.transform.targetY=X(i);var E=function(t,e){var r=t.transform;return d(r,e),r.fontSize=T.size,c(A.type,r,y),s.getTextTransform(r)};_?w.transition().attrTween(\"transform\",(function(t){var e=function(t){var e,r=F[b.getPtId(t)],n=t.transform;if(r)e=r;else if(e={rpx1:t.rpx1,transform:{textPosAngle:n.textPosAngle,scale:0,rotate:n.rotate,rCenter:n.rCenter,x:n.x,y:n.y}},R)if(t.parent)if(Z){var i=t.x1>Z?2*Math.PI:0;e.x0=e.x1=i}else s.extendFlat(e,$(t));else e.x0=e.x1=V;else e.x0=e.x1=V;var o=a(e.transform.textPosAngle,t.transform.textPosAngle),l=a(e.rpx1,t.rpx1),u=a(e.x0,t.x0),f=a(e.x1,t.x1),h=a(e.transform.scale,n.scale),p=a(e.transform.rotate,n.rotate),d=0===n.rCenter?3:0===e.transform.rCenter?1/3:1,v=a(e.transform.rCenter,n.rCenter);return function(t){var e=l(t),r=u(t),i=f(t),a=function(t){return v(Math.pow(t,d))}(t),s={pxmid:G(e,(r+i)/2),rpx1:e,transform:{textPosAngle:o(t),rCenter:a,x:n.x,y:n.y}};return c(A.type,n,y),{transform:{targetX:Y(s),targetY:X(s),scale:h(t),rotate:p(t),rCenter:a}}}}(t);return function(t){return E(e(t),M)}})):w.attr(\"transform\",E(i,M))}))}function w(t){return e=t.rpx1,r=t.transform.textPosAngle,[e*Math.sin(r),-e*Math.cos(r)];var e,r}e.plot=function(t,e,r,i){var a,o,s=t._fullLayout,l=s._sunburstlayer,u=!r,c=!s.uniformtext.mode&&b.hasTransition(r);f(\"sunburst\",s),(a=l.selectAll(\"g.trace.sunburst\").data(e,(function(t){return t[0].trace.uid}))).enter().append(\"g\").classed(\"trace\",!0).classed(\"sunburst\",!0).attr(\"stroke-linejoin\",\"round\"),a.order(),c?(i&&(o=i()),n.transition().duration(r.duration).ease(r.easing).each(\"end\",(function(){o&&o()})).each(\"interrupt\",(function(){o&&o()})).each((function(){l.selectAll(\"g.trace\").each((function(e){_(t,e,this,r)}))}))):(a.each((function(e){_(t,e,this,r)})),s.uniformtext.mode&&y(t,s._sunburstlayer.selectAll(\".trace\"),\"sunburst\")),u&&a.exit().remove()},e.formatSliceLabel=function(t,e,r,n,i){var a=r.texttemplate,o=r.textinfo;if(!(a||o&&\"none\"!==o))return\"\";var l=i.separators,u=n[0],c=t.data.data,f=u.hierarchy,h=b.isHierarchyRoot(t),p=b.getParent(f,t),d=b.getValue(t);if(!a){var v,g=o.split(\"+\"),y=function(t){return-1!==g.indexOf(t)},m=[];if(y(\"label\")&&c.label&&m.push(c.label),c.hasOwnProperty(\"v\")&&y(\"value\")&&m.push(b.formatValue(c.v,l)),!h){y(\"current path\")&&m.push(b.getPath(t.data));var x=0;y(\"percent parent\")&&x++,y(\"percent entry\")&&x++,y(\"percent root\")&&x++;var _=x>1;if(x){var w,T=function(t){v=b.formatPercent(w,l),_&&(v+=\" of \"+t),m.push(v)};y(\"percent parent\")&&!h&&(w=d/b.getValue(p),T(\"parent\")),y(\"percent entry\")&&(w=d/b.getValue(e),T(\"entry\")),y(\"percent root\")&&(w=d/b.getValue(f),T(\"root\"))}}return y(\"text\")&&(v=s.castOption(r,c.i,\"text\"),s.isValidTextValue(v)&&m.push(v)),m.join(\"<br>\")}var k=s.castOption(r,c.i,\"texttemplate\");if(!k)return\"\";var A={};c.label&&(A.label=c.label),c.hasOwnProperty(\"v\")&&(A.value=c.v,A.valueLabel=b.formatValue(c.v,l)),A.currentPath=b.getPath(t.data),h||(A.percentParent=d/b.getValue(p),A.percentParentLabel=b.formatPercent(A.percentParent,l),A.parent=b.getPtLabel(p)),A.percentEntry=d/b.getValue(e),A.percentEntryLabel=b.formatPercent(A.percentEntry,l),A.entry=b.getPtLabel(e),A.percentRoot=d/b.getValue(f),A.percentRootLabel=b.formatPercent(A.percentRoot,l),A.root=b.getPtLabel(f),c.hasOwnProperty(\"color\")&&(A.color=c.color);var M=s.castOption(r,c.i,\"text\");return(s.isValidTextValue(M)||\"\"===M)&&(A.text=M),A.customdata=s.castOption(r,c.i,\"customdata\"),s.texttemplateString(k,A,i._d3locale,A,r._meta||{})}},85676:function(t,e,r){\"use strict\";var n=r(33428),i=r(76308),a=r(3400),o=r(82744).resizeText,s=r(60404);function l(t,e,r,n){var o=e.data.data,l=!e.children,u=o.i,c=a.castOption(r,u,\"marker.line.color\")||i.defaultLine,f=a.castOption(r,u,\"marker.line.width\")||0;t.call(s,e,r,n).style(\"stroke-width\",f).call(i.stroke,c).style(\"opacity\",l?r.leaf.opacity:null)}t.exports={style:function(t){var e=t._fullLayout._sunburstlayer.selectAll(\".trace\");o(t,e,\"sunburst\"),e.each((function(e){var r=n.select(this),i=e[0].trace;r.style(\"opacity\",i.opacity),r.selectAll(\"path.surface\").each((function(e){n.select(this).call(l,e,i,t)}))}))},styleOne:l}},16716:function(t,e,r){\"use strict\";var n=r(76308),i=r(49084),a=r(29736).axisHoverFormat,o=r(21776).Ks,s=r(45464),l=r(92880).extendFlat,u=r(67824).overrideAll;function c(t){return{show:{valType:\"boolean\",dflt:!1},start:{valType:\"number\",dflt:null,editType:\"plot\"},end:{valType:\"number\",dflt:null,editType:\"plot\"},size:{valType:\"number\",dflt:null,min:0,editType:\"plot\"},project:{x:{valType:\"boolean\",dflt:!1},y:{valType:\"boolean\",dflt:!1},z:{valType:\"boolean\",dflt:!1}},color:{valType:\"color\",dflt:n.defaultLine},usecolormap:{valType:\"boolean\",dflt:!1},width:{valType:\"number\",min:1,max:16,dflt:2},highlight:{valType:\"boolean\",dflt:!0},highlightcolor:{valType:\"color\",dflt:n.defaultLine},highlightwidth:{valType:\"number\",min:1,max:16,dflt:2}}}var f=t.exports=u(l({z:{valType:\"data_array\"},x:{valType:\"data_array\"},y:{valType:\"data_array\"},text:{valType:\"string\",dflt:\"\",arrayOk:!0},hovertext:{valType:\"string\",dflt:\"\",arrayOk:!0},hovertemplate:o(),xhoverformat:a(\"x\"),yhoverformat:a(\"y\"),zhoverformat:a(\"z\"),connectgaps:{valType:\"boolean\",dflt:!1,editType:\"calc\"},surfacecolor:{valType:\"data_array\"}},i(\"\",{colorAttr:\"z or surfacecolor\",showScaleDflt:!0,autoColorDflt:!1,editTypeOverride:\"calc\"}),{contours:{x:c(),y:c(),z:c()},hidesurface:{valType:\"boolean\",dflt:!1},lightposition:{x:{valType:\"number\",min:-1e5,max:1e5,dflt:10},y:{valType:\"number\",min:-1e5,max:1e5,dflt:1e4},z:{valType:\"number\",min:-1e5,max:1e5,dflt:0}},lighting:{ambient:{valType:\"number\",min:0,max:1,dflt:.8},diffuse:{valType:\"number\",min:0,max:1,dflt:.8},specular:{valType:\"number\",min:0,max:2,dflt:.05},roughness:{valType:\"number\",min:0,max:1,dflt:.5},fresnel:{valType:\"number\",min:0,max:5,dflt:.2}},opacity:{valType:\"number\",min:0,max:1,dflt:1},opacityscale:{valType:\"any\",editType:\"calc\"},_deprecated:{zauto:l({},i.zauto,{}),zmin:l({},i.zmin,{}),zmax:l({},i.zmax,{})},hoverinfo:l({},s.hoverinfo),showlegend:l({},s.showlegend,{dflt:!1})}),\"calc\",\"nested\");f.x.editType=f.y.editType=f.z.editType=\"calc+clearAxisTypes\",f.transforms=void 0},56576:function(t,e,r){\"use strict\";var n=r(47128);t.exports=function(t,e){e.surfacecolor?n(t,e,{vals:e.surfacecolor,containerStr:\"\",cLetter:\"c\"}):n(t,e,{vals:e.z,containerStr:\"\",cLetter:\"c\"})}},79164:function(t,e,r){\"use strict\";var n=r(67792).gl_surface3d,i=r(67792).ndarray,a=r(67792).ndarray_linear_interpolate.d2,o=r(70448),s=r(11240),l=r(3400).isArrayOrTypedArray,u=r(33040).parseColorScale,c=r(43080),f=r(8932).extractOpts;function h(t,e,r){this.scene=t,this.uid=r,this.surface=e,this.data=null,this.showContour=[!1,!1,!1],this.contourStart=[null,null,null],this.contourEnd=[null,null,null],this.contourSize=[0,0,0],this.minValues=[1/0,1/0,1/0],this.maxValues=[-1/0,-1/0,-1/0],this.dataScaleX=1,this.dataScaleY=1,this.refineData=!0,this.objectOffset=[0,0,0]}var p=h.prototype;p.getXat=function(t,e,r,n){var i=l(this.data.x)?l(this.data.x[0])?this.data.x[e][t]:this.data.x[t]:t;return void 0===r?i:n.d2l(i,0,r)},p.getYat=function(t,e,r,n){var i=l(this.data.y)?l(this.data.y[0])?this.data.y[e][t]:this.data.y[e]:e;return void 0===r?i:n.d2l(i,0,r)},p.getZat=function(t,e,r,n){var i=this.data.z[e][t];return null===i&&this.data.connectgaps&&this.data._interpolatedZ&&(i=this.data._interpolatedZ[e][t]),void 0===r?i:n.d2l(i,0,r)},p.handlePick=function(t){if(t.object===this.surface){var e=(t.data.index[0]-1)/this.dataScaleX-1,r=(t.data.index[1]-1)/this.dataScaleY-1,n=Math.max(Math.min(Math.round(e),this.data.z[0].length-1),0),i=Math.max(Math.min(Math.round(r),this.data._ylength-1),0);t.index=[n,i],t.traceCoordinate=[this.getXat(n,i),this.getYat(n,i),this.getZat(n,i)],t.dataCoordinate=[this.getXat(n,i,this.data.xcalendar,this.scene.fullSceneLayout.xaxis),this.getYat(n,i,this.data.ycalendar,this.scene.fullSceneLayout.yaxis),this.getZat(n,i,this.data.zcalendar,this.scene.fullSceneLayout.zaxis)];for(var a=0;a<3;a++){null!=t.dataCoordinate[a]&&(t.dataCoordinate[a]*=this.scene.dataScale[a])}var o=this.data.hovertext||this.data.text;return l(o)&&o[i]&&void 0!==o[i][n]?t.textLabel=o[i][n]:t.textLabel=o||\"\",t.data.dataCoordinate=t.dataCoordinate.slice(),this.surface.highlight(t.data),this.scene.glplot.spikes.position=t.dataCoordinate,!0}};var d=[2,3,5,7,11,13,17,19,23,29,31,37,41,43,47,53,59,61,67,71,73,79,83,89,97,101,103,107,109,113,127,131,137,139,149,151,157,163,167,173,179,181,191,193,197,199,211,223,227,229,233,239,241,251,257,263,269,271,277,281,283,293,307,311,313,317,331,337,347,349,353,359,367,373,379,383,389,397,401,409,419,421,431,433,439,443,449,457,461,463,467,479,487,491,499,503,509,521,523,541,547,557,563,569,571,577,587,593,599,601,607,613,617,619,631,641,643,647,653,659,661,673,677,683,691,701,709,719,727,733,739,743,751,757,761,769,773,787,797,809,811,821,823,827,829,839,853,857,859,863,877,881,883,887,907,911,919,929,937,941,947,953,967,971,977,983,991,997,1009,1013,1019,1021,1031,1033,1039,1049,1051,1061,1063,1069,1087,1091,1093,1097,1103,1109,1117,1123,1129,1151,1153,1163,1171,1181,1187,1193,1201,1213,1217,1223,1229,1231,1237,1249,1259,1277,1279,1283,1289,1291,1297,1301,1303,1307,1319,1321,1327,1361,1367,1373,1381,1399,1409,1423,1427,1429,1433,1439,1447,1451,1453,1459,1471,1481,1483,1487,1489,1493,1499,1511,1523,1531,1543,1549,1553,1559,1567,1571,1579,1583,1597,1601,1607,1609,1613,1619,1621,1627,1637,1657,1663,1667,1669,1693,1697,1699,1709,1721,1723,1733,1741,1747,1753,1759,1777,1783,1787,1789,1801,1811,1823,1831,1847,1861,1867,1871,1873,1877,1879,1889,1901,1907,1913,1931,1933,1949,1951,1973,1979,1987,1993,1997,1999,2003,2011,2017,2027,2029,2039,2053,2063,2069,2081,2083,2087,2089,2099,2111,2113,2129,2131,2137,2141,2143,2153,2161,2179,2203,2207,2213,2221,2237,2239,2243,2251,2267,2269,2273,2281,2287,2293,2297,2309,2311,2333,2339,2341,2347,2351,2357,2371,2377,2381,2383,2389,2393,2399,2411,2417,2423,2437,2441,2447,2459,2467,2473,2477,2503,2521,2531,2539,2543,2549,2551,2557,2579,2591,2593,2609,2617,2621,2633,2647,2657,2659,2663,2671,2677,2683,2687,2689,2693,2699,2707,2711,2713,2719,2729,2731,2741,2749,2753,2767,2777,2789,2791,2797,2801,2803,2819,2833,2837,2843,2851,2857,2861,2879,2887,2897,2903,2909,2917,2927,2939,2953,2957,2963,2969,2971,2999];function v(t,e){if(t<e)return 0;for(var r=0;0===Math.floor(t%e);)t/=e,r++;return r}function g(t){for(var e=[],r=0;r<d.length;r++){var n=d[r];e.push(v(t,n))}return e}function y(t){for(var e=g(t),r=t,n=0;n<d.length;n++)if(e[n]>0){r=d[n];break}return r}function m(t,e){if(!(t<1||e<1)){for(var r=g(t),n=g(e),i=1,a=0;a<d.length;a++)i*=Math.pow(d[a],Math.max(r[a],n[a]));return i}}p.calcXnums=function(t){var e,r=[];for(e=1;e<t;e++){var n=this.getXat(e-1,0),i=this.getXat(e,0);r[e-1]=i!==n&&null!=n&&null!=i?Math.abs(i-n):0}var a=0;for(e=1;e<t;e++)a+=r[e-1];for(e=1;e<t;e++)0===r[e-1]?r[e-1]=1:r[e-1]=Math.round(a/r[e-1]);return r},p.calcYnums=function(t){var e,r=[];for(e=1;e<t;e++){var n=this.getYat(0,e-1),i=this.getYat(0,e);r[e-1]=i!==n&&null!=n&&null!=i?Math.abs(i-n):0}var a=0;for(e=1;e<t;e++)a+=r[e-1];for(e=1;e<t;e++)0===r[e-1]?r[e-1]=1:r[e-1]=Math.round(a/r[e-1]);return r};var x=[1,2,4,6,12,24,36,48,60,120,180,240,360,720,840,1260],b=x[9],_=x[13];function w(t,e,r){var n=r[8]+r[2]*e[0]+r[5]*e[1];return t[0]=(r[6]+r[0]*e[0]+r[3]*e[1])/n,t[1]=(r[7]+r[1]*e[0]+r[4]*e[1])/n,t}function T(t,e,r){return function(t,e,r,n){for(var i=[0,0],o=t.shape[0],s=t.shape[1],l=0;l<o;l++)for(var u=0;u<s;u++)r(i,[l,u],n),t.set(l,u,a(e,i[0],i[1]))}(t,e,w,r),t}function k(t,e){for(var r=!1,n=0;n<t.length;n++)if(e===t[n]){r=!0;break}!1===r&&t.push(e)}p.estimateScale=function(t,e){for(var r=1+function(t){if(0!==t.length){for(var e=1,r=0;r<t.length;r++)e=m(e,t[r]);return e}}(0===e?this.calcXnums(t):this.calcYnums(t));r<b;)r*=2;for(;r>_;)r--,r/=y(r),++r<b&&(r=_);var n=Math.round(r/t);return n>1?n:1},p.refineCoords=function(t){for(var e=this.dataScaleX,r=this.dataScaleY,n=t[0].shape[0],a=t[0].shape[1],o=0|Math.floor(t[0].shape[0]*e+1),s=0|Math.floor(t[0].shape[1]*r+1),l=1+n+1,u=1+a+1,c=i(new Float32Array(l*u),[l,u]),f=[1/e,0,0,0,1/r,0,0,0,1],h=0;h<t.length;++h){this.surface.padField(c,t[h]);var p=i(new Float32Array(o*s),[o,s]);T(p,c,f),t[h]=p}},p.setContourLevels=function(){var t,e,r,n=[[],[],[]],i=[!1,!1,!1],a=!1;for(t=0;t<3;++t)if(this.showContour[t]&&(a=!0,this.contourSize[t]>0&&null!==this.contourStart[t]&&null!==this.contourEnd[t]&&this.contourEnd[t]>this.contourStart[t]))for(i[t]=!0,e=this.contourStart[t];e<this.contourEnd[t];e+=this.contourSize[t])r=e*this.scene.dataScale[t],k(n[t],r);if(a){var o=[[],[],[]];for(t=0;t<3;++t)this.showContour[t]&&(o[t]=i[t]?n[t]:this.scene.contourLevels[t]);this.surface.update({levels:o})}},p.update=function(t){var e,r,n,a,l=this.scene,h=l.fullSceneLayout,p=this.surface,d=u(t),v=l.dataScale,g=t.z[0].length,y=t._ylength,m=l.contourLevels;this.data=t;var 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A=[!0,!0,!0],M=[\"x\",\"y\",\"z\"];for(e=0;e<3;++e){var S=t.contours[M[e]];A[e]=S.highlight,w.showContour[e]=S.show||S.highlight,w.showContour[e]&&(w.contourProject[e]=[S.project.x,S.project.y,S.project.z],S.show?(this.showContour[e]=!0,w.levels[e]=m[e],p.highlightColor[e]=w.contourColor[e]=c(S.color),S.usecolormap?p.highlightTint[e]=w.contourTint[e]=0:p.highlightTint[e]=w.contourTint[e]=1,w.contourWidth[e]=S.width,this.contourStart[e]=S.start,this.contourEnd[e]=S.end,this.contourSize[e]=S.size):(this.showContour[e]=!1,this.contourStart[e]=null,this.contourEnd[e]=null,this.contourSize[e]=0),S.highlight&&(w.dynamicColor[e]=c(S.highlightcolor),w.dynamicWidth[e]=S.highlightwidth))}(function(t){var e=t[0].rgb,r=t[t.length-1].rgb;return e[0]===r[0]&&e[1]===r[1]&&e[2]===r[2]&&e[3]===r[3]})(d)&&(w.vertexColor=!0),w.objectOffset=this.objectOffset,w.coords=b,p.update(w),p.visible=t.visible,p.enableDynamic=A,p.enableHighlight=A,p.snapToData=!0,\"lighting\"in 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m=\"contours.\"+y[c],x=h(m+\".show\"),b=h(m+\".highlight\");if(x||b)for(f=0;f<3;++f)h(m+\".project.\"+y[f]);x&&(h(m+\".color\"),h(m+\".width\"),h(m+\".usecolormap\")),b&&(h(m+\".highlightcolor\"),h(m+\".highlightwidth\")),h(m+\".start\"),h(m+\".end\"),h(m+\".size\")}g||(l(t,\"zmin\",\"cmin\"),l(t,\"zmax\",\"cmax\"),l(t,\"zauto\",\"cauto\")),a(t,e,u,h,{prefix:\"\",cLetter:\"c\"}),s(0,e,0,h),e._length=null}},opacityscaleDefaults:s}},91304:function(t,e,r){\"use strict\";t.exports={attributes:r(16716),supplyDefaults:r(60192).supplyDefaults,colorbar:{min:\"cmin\",max:\"cmax\"},calc:r(56576),plot:r(79164),moduleType:\"trace\",name:\"surface\",basePlotModule:r(12536),categories:[\"gl3d\",\"2dMap\",\"showLegend\"],meta:{}}},60520:function(t,e,r){\"use strict\";var n=r(13916),i=r(92880).extendFlat,a=r(67824).overrideAll,o=r(25376),s=r(86968).u,l=r(29736).descriptionOnlyNumbers;(t.exports=a({domain:s({name:\"table\",trace:!0}),columnwidth:{valType:\"number\",arrayOk:!0,dflt:null},columnorder:{valType:\"data_array\"},header:{values:{valType:\"data_array\",dflt:[]},format:{valType:\"data_array\",dflt:[],description:l(\"cell value\")},prefix:{valType:\"string\",arrayOk:!0,dflt:null},suffix:{valType:\"string\",arrayOk:!0,dflt:null},height:{valType:\"number\",dflt:28},align:i({},n.align,{arrayOk:!0}),line:{width:{valType:\"number\",arrayOk:!0,dflt:1},color:{valType:\"color\",arrayOk:!0,dflt:\"grey\"}},fill:{color:{valType:\"color\",arrayOk:!0,dflt:\"white\"}},font:i({},o({arrayOk:!0}))},cells:{values:{valType:\"data_array\",dflt:[]},format:{valType:\"data_array\",dflt:[],description:l(\"cell 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\",cn:{table:\"table\",tableControlView:\"table-control-view\",scrollBackground:\"scroll-background\",yColumn:\"y-column\",columnBlock:\"column-block\",scrollAreaClip:\"scroll-area-clip\",scrollAreaClipRect:\"scroll-area-clip-rect\",columnBoundary:\"column-boundary\",columnBoundaryClippath:\"column-boundary-clippath\",columnBoundaryRect:\"column-boundary-rect\",columnCells:\"column-cells\",columnCell:\"column-cell\",cellRect:\"cell-rect\",cellText:\"cell-text\",cellTextHolder:\"cell-text-holder\",scrollbarKit:\"scrollbar-kit\",scrollbar:\"scrollbar\",scrollbarSlider:\"scrollbar-slider\",scrollbarGlyph:\"scrollbar-glyph\",scrollbarCaptureZone:\"scrollbar-capture-zone\"}}},55992:function(t,e,r){\"use strict\";var n=r(23536),i=r(92880).extendFlat,a=r(38248),o=r(38116).isTypedArray,s=r(38116).isArrayOrTypedArray;function l(t){if(s(t)){for(var e=0,r=0;r<t.length;r++)e=Math.max(e,l(t[r]));return e}return t}function u(t,e){return t+e}function c(t){var e,r=t.slice(),n=1/0,i=0;for(e=0;e<r.length;e++)o(r[e])?r[e]=Array.from(r[e]):s(r[e])||(r[e]=[r[e]]),n=Math.min(n,r[e].length),i=Math.max(i,r[e].length);if(n!==i)for(e=0;e<r.length;e++){var a=i-r[e].length;a&&(r[e]=r[e].concat(f(a)))}return r}function f(t){for(var e=new Array(t),r=0;r<t;r++)e[r]=\"\";return e}function h(t){return t.calcdata.columns.reduce((function(e,r){return r.xIndex<t.xIndex?e+r.columnWidth:e}),0)}function p(t,e){return Object.keys(t).map((function(r){return i({},t[r],{auxiliaryBlocks:e})}))}function d(t,e){for(var r,n={},i=0,a=0,o={firstRowIndex:null,lastRowIndex:null,rows:[]},s=0,l=0,u=0;u<t.length;u++)r=t[u],o.rows.push({rowIndex:u,rowHeight:r}),((a+=r)>=e||u===t.length-1)&&(n[i]=o,o.key=l++,o.firstRowIndex=s,o.lastRowIndex=u,o={firstRowIndex:null,lastRowIndex:null,rows:[]},i+=a,s=u+1,a=0);return n}t.exports=function(t,e){var r=c(e.cells.values),o=function(t){return 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32-Math.clz32(t)}:a.prototype._countBits=function(t){var e=t,r=0;return e>=4096&&(r+=13,e>>>=13),e>=64&&(r+=7,e>>>=7),e>=8&&(r+=4,e>>>=4),e>=2&&(r+=2,e>>>=2),r+e},a.prototype._zeroBits=function(t){if(0===t)return 26;var e=t,r=0;return 0==(8191&e)&&(r+=13,e>>>=13),0==(127&e)&&(r+=7,e>>>=7),0==(15&e)&&(r+=4,e>>>=4),0==(3&e)&&(r+=2,e>>>=2),0==(1&e)&&r++,r},a.prototype.bitLength=function(){var t=this.words[this.length-1],e=this._countBits(t);return 26*(this.length-1)+e},a.prototype.zeroBits=function(){if(this.isZero())return 0;for(var t=0,e=0;e<this.length;e++){var r=this._zeroBits(this.words[e]);if(t+=r,26!==r)break}return t},a.prototype.byteLength=function(){return Math.ceil(this.bitLength()/8)},a.prototype.toTwos=function(t){return 0!==this.negative?this.abs().inotn(t).iaddn(1):this.clone()},a.prototype.fromTwos=function(t){return this.testn(t-1)?this.notn(t).iaddn(1).ineg():this.clone()},a.prototype.isNeg=function(){return 0!==this.negative},a.prototype.neg=function(){return this.clone().ineg()},a.prototype.ineg=function(){return this.isZero()||(this.negative^=1),this},a.prototype.iuor=function(t){for(;this.length<t.length;)this.words[this.length++]=0;for(var e=0;e<t.length;e++)this.words[e]=this.words[e]|t.words[e];return this.strip()},a.prototype.ior=function(t){return n(0==(this.negative|t.negative)),this.iuor(t)},a.prototype.or=function(t){return this.length>t.length?this.clone().ior(t):t.clone().ior(this)},a.prototype.uor=function(t){return this.length>t.length?this.clone().iuor(t):t.clone().iuor(this)},a.prototype.iuand=function(t){var e;e=this.length>t.length?t:this;for(var r=0;r<e.length;r++)this.words[r]=this.words[r]&t.words[r];return this.length=e.length,this.strip()},a.prototype.iand=function(t){return n(0==(this.negative|t.negative)),this.iuand(t)},a.prototype.and=function(t){return this.length>t.length?this.clone().iand(t):t.clone().iand(this)},a.prototype.uand=function(t){return this.length>t.length?this.clone().iuand(t):t.clone().iuand(this)},a.prototype.iuxor=function(t){var e,r;this.length>t.length?(e=this,r=t):(e=t,r=this);for(var n=0;n<r.length;n++)this.words[n]=e.words[n]^r.words[n];if(this!==e)for(;n<e.length;n++)this.words[n]=e.words[n];return this.length=e.length,this.strip()},a.prototype.ixor=function(t){return n(0==(this.negative|t.negative)),this.iuxor(t)},a.prototype.xor=function(t){return this.length>t.length?this.clone().ixor(t):t.clone().ixor(this)},a.prototype.uxor=function(t){return this.length>t.length?this.clone().iuxor(t):t.clone().iuxor(this)},a.prototype.inotn=function(t){n(\"number\"==typeof t&&t>=0);var e=0|Math.ceil(t/26),r=t%26;this._expand(e),r>0&&e--;for(var i=0;i<e;i++)this.words[i]=67108863&~this.words[i];return r>0&&(this.words[i]=~this.words[i]&67108863>>26-r),this.strip()},a.prototype.notn=function(t){return this.clone().inotn(t)},a.prototype.setn=function(t,e){n(\"number\"==typeof t&&t>=0);var r=t/26|0,i=t%26;return this._expand(r+1),this.words[r]=e?this.words[r]|1<<i:this.words[r]&~(1<<i),this.strip()},a.prototype.iadd=function(t){var e,r,n;if(0!==this.negative&&0===t.negative)return this.negative=0,e=this.isub(t),this.negative^=1,this._normSign();if(0===this.negative&&0!==t.negative)return t.negative=0,e=this.isub(t),t.negative=1,e._normSign();this.length>t.length?(r=this,n=t):(r=t,n=this);for(var i=0,a=0;a<n.length;a++)e=(0|r.words[a])+(0|n.words[a])+i,this.words[a]=67108863&e,i=e>>>26;for(;0!==i&&a<r.length;a++)e=(0|r.words[a])+i,this.words[a]=67108863&e,i=e>>>26;if(this.length=r.length,0!==i)this.words[this.length]=i,this.length++;else if(r!==this)for(;a<r.length;a++)this.words[a]=r.words[a];return this},a.prototype.add=function(t){var e;return 0!==t.negative&&0===this.negative?(t.negative=0,e=this.sub(t),t.negative^=1,e):0===t.negative&&0!==this.negative?(this.negative=0,e=t.sub(this),this.negative=1,e):this.length>t.length?this.clone().iadd(t):t.clone().iadd(this)},a.prototype.isub=function(t){if(0!==t.negative){t.negative=0;var e=this.iadd(t);return t.negative=1,e._normSign()}if(0!==this.negative)return this.negative=0,this.iadd(t),this.negative=1,this._normSign();var r,n,i=this.cmp(t);if(0===i)return this.negative=0,this.length=1,this.words[0]=0,this;i>0?(r=this,n=t):(r=t,n=this);for(var a=0,o=0;o<n.length;o++)a=(e=(0|r.words[o])-(0|n.words[o])+a)>>26,this.words[o]=67108863&e;for(;0!==a&&o<r.length;o++)a=(e=(0|r.words[o])+a)>>26,this.words[o]=67108863&e;if(0===a&&o<r.length&&r!==this)for(;o<r.length;o++)this.words[o]=r.words[o];return this.length=Math.max(this.length,o),r!==this&&(this.negative=1),this.strip()},a.prototype.sub=function(t){return this.clone().isub(t)};var d=function(t,e,r){var n,i,a,o=t.words,s=e.words,l=r.words,u=0,c=0|o[0],f=8191&c,h=c>>>13,p=0|o[1],d=8191&p,v=p>>>13,g=0|o[2],y=8191&g,m=g>>>13,x=0|o[3],b=8191&x,_=x>>>13,w=0|o[4],T=8191&w,k=w>>>13,A=0|o[5],M=8191&A,S=A>>>13,E=0|o[6],L=8191&E,C=E>>>13,P=0|o[7],O=8191&P,I=P>>>13,z=0|o[8],D=8191&z,R=z>>>13,F=0|o[9],B=8191&F,N=F>>>13,j=0|s[0],U=8191&j,V=j>>>13,q=0|s[1],H=8191&q,G=q>>>13,W=0|s[2],Y=8191&W,X=W>>>13,Z=0|s[3],K=8191&Z,J=Z>>>13,$=0|s[4],Q=8191&$,tt=$>>>13,et=0|s[5],rt=8191&et,nt=et>>>13,it=0|s[6],at=8191&it,ot=it>>>13,st=0|s[7],lt=8191&st,ut=st>>>13,ct=0|s[8],ft=8191&ct,ht=ct>>>13,pt=0|s[9],dt=8191&pt,vt=pt>>>13;r.negative=t.negative^e.negative,r.length=19;var gt=(u+(n=Math.imul(f,U))|0)+((8191&(i=(i=Math.imul(f,V))+Math.imul(h,U)|0))<<13)|0;u=((a=Math.imul(h,V))+(i>>>13)|0)+(gt>>>26)|0,gt&=67108863,n=Math.imul(d,U),i=(i=Math.imul(d,V))+Math.imul(v,U)|0,a=Math.imul(v,V);var yt=(u+(n=n+Math.imul(f,H)|0)|0)+((8191&(i=(i=i+Math.imul(f,G)|0)+Math.imul(h,H)|0))<<13)|0;u=((a=a+Math.imul(h,G)|0)+(i>>>13)|0)+(yt>>>26)|0,yt&=67108863,n=Math.imul(y,U),i=(i=Math.imul(y,V))+Math.imul(m,U)|0,a=Math.imul(m,V),n=n+Math.imul(d,H)|0,i=(i=i+Math.imul(d,G)|0)+Math.imul(v,H)|0,a=a+Math.imul(v,G)|0;var mt=(u+(n=n+Math.imul(f,Y)|0)|0)+((8191&(i=(i=i+Math.imul(f,X)|0)+Math.imul(h,Y)|0))<<13)|0;u=((a=a+Math.imul(h,X)|0)+(i>>>13)|0)+(mt>>>26)|0,mt&=67108863,n=Math.imul(b,U),i=(i=Math.imul(b,V))+Math.imul(_,U)|0,a=Math.imul(_,V),n=n+Math.imul(y,H)|0,i=(i=i+Math.imul(y,G)|0)+Math.imul(m,H)|0,a=a+Math.imul(m,G)|0,n=n+Math.imul(d,Y)|0,i=(i=i+Math.imul(d,X)|0)+Math.imul(v,Y)|0,a=a+Math.imul(v,X)|0;var xt=(u+(n=n+Math.imul(f,K)|0)|0)+((8191&(i=(i=i+Math.imul(f,J)|0)+Math.imul(h,K)|0))<<13)|0;u=((a=a+Math.imul(h,J)|0)+(i>>>13)|0)+(xt>>>26)|0,xt&=67108863,n=Math.imul(T,U),i=(i=Math.imul(T,V))+Math.imul(k,U)|0,a=Math.imul(k,V),n=n+Math.imul(b,H)|0,i=(i=i+Math.imul(b,G)|0)+Math.imul(_,H)|0,a=a+Math.imul(_,G)|0,n=n+Math.imul(y,Y)|0,i=(i=i+Math.imul(y,X)|0)+Math.imul(m,Y)|0,a=a+Math.imul(m,X)|0,n=n+Math.imul(d,K)|0,i=(i=i+Math.imul(d,J)|0)+Math.imul(v,K)|0,a=a+Math.imul(v,J)|0;var bt=(u+(n=n+Math.imul(f,Q)|0)|0)+((8191&(i=(i=i+Math.imul(f,tt)|0)+Math.imul(h,Q)|0))<<13)|0;u=((a=a+Math.imul(h,tt)|0)+(i>>>13)|0)+(bt>>>26)|0,bt&=67108863,n=Math.imul(M,U),i=(i=Math.imul(M,V))+Math.imul(S,U)|0,a=Math.imul(S,V),n=n+Math.imul(T,H)|0,i=(i=i+Math.imul(T,G)|0)+Math.imul(k,H)|0,a=a+Math.imul(k,G)|0,n=n+Math.imul(b,Y)|0,i=(i=i+Math.imul(b,X)|0)+Math.imul(_,Y)|0,a=a+Math.imul(_,X)|0,n=n+Math.imul(y,K)|0,i=(i=i+Math.imul(y,J)|0)+Math.imul(m,K)|0,a=a+Math.imul(m,J)|0,n=n+Math.imul(d,Q)|0,i=(i=i+Math.imul(d,tt)|0)+Math.imul(v,Q)|0,a=a+Math.imul(v,tt)|0;var _t=(u+(n=n+Math.imul(f,rt)|0)|0)+((8191&(i=(i=i+Math.imul(f,nt)|0)+Math.imul(h,rt)|0))<<13)|0;u=((a=a+Math.imul(h,nt)|0)+(i>>>13)|0)+(_t>>>26)|0,_t&=67108863,n=Math.imul(L,U),i=(i=Math.imul(L,V))+Math.imul(C,U)|0,a=Math.imul(C,V),n=n+Math.imul(M,H)|0,i=(i=i+Math.imul(M,G)|0)+Math.imul(S,H)|0,a=a+Math.imul(S,G)|0,n=n+Math.imul(T,Y)|0,i=(i=i+Math.imul(T,X)|0)+Math.imul(k,Y)|0,a=a+Math.imul(k,X)|0,n=n+Math.imul(b,K)|0,i=(i=i+Math.imul(b,J)|0)+Math.imul(_,K)|0,a=a+Math.imul(_,J)|0,n=n+Math.imul(y,Q)|0,i=(i=i+Math.imul(y,tt)|0)+Math.imul(m,Q)|0,a=a+Math.imul(m,tt)|0,n=n+Math.imul(d,rt)|0,i=(i=i+Math.imul(d,nt)|0)+Math.imul(v,rt)|0,a=a+Math.imul(v,nt)|0;var wt=(u+(n=n+Math.imul(f,at)|0)|0)+((8191&(i=(i=i+Math.imul(f,ot)|0)+Math.imul(h,at)|0))<<13)|0;u=((a=a+Math.imul(h,ot)|0)+(i>>>13)|0)+(wt>>>26)|0,wt&=67108863,n=Math.imul(O,U),i=(i=Math.imul(O,V))+Math.imul(I,U)|0,a=Math.imul(I,V),n=n+Math.imul(L,H)|0,i=(i=i+Math.imul(L,G)|0)+Math.imul(C,H)|0,a=a+Math.imul(C,G)|0,n=n+Math.imul(M,Y)|0,i=(i=i+Math.imul(M,X)|0)+Math.imul(S,Y)|0,a=a+Math.imul(S,X)|0,n=n+Math.imul(T,K)|0,i=(i=i+Math.imul(T,J)|0)+Math.imul(k,K)|0,a=a+Math.imul(k,J)|0,n=n+Math.imul(b,Q)|0,i=(i=i+Math.imul(b,tt)|0)+Math.imul(_,Q)|0,a=a+Math.imul(_,tt)|0,n=n+Math.imul(y,rt)|0,i=(i=i+Math.imul(y,nt)|0)+Math.imul(m,rt)|0,a=a+Math.imul(m,nt)|0,n=n+Math.imul(d,at)|0,i=(i=i+Math.imul(d,ot)|0)+Math.imul(v,at)|0,a=a+Math.imul(v,ot)|0;var Tt=(u+(n=n+Math.imul(f,lt)|0)|0)+((8191&(i=(i=i+Math.imul(f,ut)|0)+Math.imul(h,lt)|0))<<13)|0;u=((a=a+Math.imul(h,ut)|0)+(i>>>13)|0)+(Tt>>>26)|0,Tt&=67108863,n=Math.imul(D,U),i=(i=Math.imul(D,V))+Math.imul(R,U)|0,a=Math.imul(R,V),n=n+Math.imul(O,H)|0,i=(i=i+Math.imul(O,G)|0)+Math.imul(I,H)|0,a=a+Math.imul(I,G)|0,n=n+Math.imul(L,Y)|0,i=(i=i+Math.imul(L,X)|0)+Math.imul(C,Y)|0,a=a+Math.imul(C,X)|0,n=n+Math.imul(M,K)|0,i=(i=i+Math.imul(M,J)|0)+Math.imul(S,K)|0,a=a+Math.imul(S,J)|0,n=n+Math.imul(T,Q)|0,i=(i=i+Math.imul(T,tt)|0)+Math.imul(k,Q)|0,a=a+Math.imul(k,tt)|0,n=n+Math.imul(b,rt)|0,i=(i=i+Math.imul(b,nt)|0)+Math.imul(_,rt)|0,a=a+Math.imul(_,nt)|0,n=n+Math.imul(y,at)|0,i=(i=i+Math.imul(y,ot)|0)+Math.imul(m,at)|0,a=a+Math.imul(m,ot)|0,n=n+Math.imul(d,lt)|0,i=(i=i+Math.imul(d,ut)|0)+Math.imul(v,lt)|0,a=a+Math.imul(v,ut)|0;var kt=(u+(n=n+Math.imul(f,ft)|0)|0)+((8191&(i=(i=i+Math.imul(f,ht)|0)+Math.imul(h,ft)|0))<<13)|0;u=((a=a+Math.imul(h,ht)|0)+(i>>>13)|0)+(kt>>>26)|0,kt&=67108863,n=Math.imul(B,U),i=(i=Math.imul(B,V))+Math.imul(N,U)|0,a=Math.imul(N,V),n=n+Math.imul(D,H)|0,i=(i=i+Math.imul(D,G)|0)+Math.imul(R,H)|0,a=a+Math.imul(R,G)|0,n=n+Math.imul(O,Y)|0,i=(i=i+Math.imul(O,X)|0)+Math.imul(I,Y)|0,a=a+Math.imul(I,X)|0,n=n+Math.imul(L,K)|0,i=(i=i+Math.imul(L,J)|0)+Math.imul(C,K)|0,a=a+Math.imul(C,J)|0,n=n+Math.imul(M,Q)|0,i=(i=i+Math.imul(M,tt)|0)+Math.imul(S,Q)|0,a=a+Math.imul(S,tt)|0,n=n+Math.imul(T,rt)|0,i=(i=i+Math.imul(T,nt)|0)+Math.imul(k,rt)|0,a=a+Math.imul(k,nt)|0,n=n+Math.imul(b,at)|0,i=(i=i+Math.imul(b,ot)|0)+Math.imul(_,at)|0,a=a+Math.imul(_,ot)|0,n=n+Math.imul(y,lt)|0,i=(i=i+Math.imul(y,ut)|0)+Math.imul(m,lt)|0,a=a+Math.imul(m,ut)|0,n=n+Math.imul(d,ft)|0,i=(i=i+Math.imul(d,ht)|0)+Math.imul(v,ft)|0,a=a+Math.imul(v,ht)|0;var At=(u+(n=n+Math.imul(f,dt)|0)|0)+((8191&(i=(i=i+Math.imul(f,vt)|0)+Math.imul(h,dt)|0))<<13)|0;u=((a=a+Math.imul(h,vt)|0)+(i>>>13)|0)+(At>>>26)|0,At&=67108863,n=Math.imul(B,H),i=(i=Math.imul(B,G))+Math.imul(N,H)|0,a=Math.imul(N,G),n=n+Math.imul(D,Y)|0,i=(i=i+Math.imul(D,X)|0)+Math.imul(R,Y)|0,a=a+Math.imul(R,X)|0,n=n+Math.imul(O,K)|0,i=(i=i+Math.imul(O,J)|0)+Math.imul(I,K)|0,a=a+Math.imul(I,J)|0,n=n+Math.imul(L,Q)|0,i=(i=i+Math.imul(L,tt)|0)+Math.imul(C,Q)|0,a=a+Math.imul(C,tt)|0,n=n+Math.imul(M,rt)|0,i=(i=i+Math.imul(M,nt)|0)+Math.imul(S,rt)|0,a=a+Math.imul(S,nt)|0,n=n+Math.imul(T,at)|0,i=(i=i+Math.imul(T,ot)|0)+Math.imul(k,at)|0,a=a+Math.imul(k,ot)|0,n=n+Math.imul(b,lt)|0,i=(i=i+Math.imul(b,ut)|0)+Math.imul(_,lt)|0,a=a+Math.imul(_,ut)|0,n=n+Math.imul(y,ft)|0,i=(i=i+Math.imul(y,ht)|0)+Math.imul(m,ft)|0,a=a+Math.imul(m,ht)|0;var Mt=(u+(n=n+Math.imul(d,dt)|0)|0)+((8191&(i=(i=i+Math.imul(d,vt)|0)+Math.imul(v,dt)|0))<<13)|0;u=((a=a+Math.imul(v,vt)|0)+(i>>>13)|0)+(Mt>>>26)|0,Mt&=67108863,n=Math.imul(B,Y),i=(i=Math.imul(B,X))+Math.imul(N,Y)|0,a=Math.imul(N,X),n=n+Math.imul(D,K)|0,i=(i=i+Math.imul(D,J)|0)+Math.imul(R,K)|0,a=a+Math.imul(R,J)|0,n=n+Math.imul(O,Q)|0,i=(i=i+Math.imul(O,tt)|0)+Math.imul(I,Q)|0,a=a+Math.imul(I,tt)|0,n=n+Math.imul(L,rt)|0,i=(i=i+Math.imul(L,nt)|0)+Math.imul(C,rt)|0,a=a+Math.imul(C,nt)|0,n=n+Math.imul(M,at)|0,i=(i=i+Math.imul(M,ot)|0)+Math.imul(S,at)|0,a=a+Math.imul(S,ot)|0,n=n+Math.imul(T,lt)|0,i=(i=i+Math.imul(T,ut)|0)+Math.imul(k,lt)|0,a=a+Math.imul(k,ut)|0,n=n+Math.imul(b,ft)|0,i=(i=i+Math.imul(b,ht)|0)+Math.imul(_,ft)|0,a=a+Math.imul(_,ht)|0;var St=(u+(n=n+Math.imul(y,dt)|0)|0)+((8191&(i=(i=i+Math.imul(y,vt)|0)+Math.imul(m,dt)|0))<<13)|0;u=((a=a+Math.imul(m,vt)|0)+(i>>>13)|0)+(St>>>26)|0,St&=67108863,n=Math.imul(B,K),i=(i=Math.imul(B,J))+Math.imul(N,K)|0,a=Math.imul(N,J),n=n+Math.imul(D,Q)|0,i=(i=i+Math.imul(D,tt)|0)+Math.imul(R,Q)|0,a=a+Math.imul(R,tt)|0,n=n+Math.imul(O,rt)|0,i=(i=i+Math.imul(O,nt)|0)+Math.imul(I,rt)|0,a=a+Math.imul(I,nt)|0,n=n+Math.imul(L,at)|0,i=(i=i+Math.imul(L,ot)|0)+Math.imul(C,at)|0,a=a+Math.imul(C,ot)|0,n=n+Math.imul(M,lt)|0,i=(i=i+Math.imul(M,ut)|0)+Math.imul(S,lt)|0,a=a+Math.imul(S,ut)|0,n=n+Math.imul(T,ft)|0,i=(i=i+Math.imul(T,ht)|0)+Math.imul(k,ft)|0,a=a+Math.imul(k,ht)|0;var Et=(u+(n=n+Math.imul(b,dt)|0)|0)+((8191&(i=(i=i+Math.imul(b,vt)|0)+Math.imul(_,dt)|0))<<13)|0;u=((a=a+Math.imul(_,vt)|0)+(i>>>13)|0)+(Et>>>26)|0,Et&=67108863,n=Math.imul(B,Q),i=(i=Math.imul(B,tt))+Math.imul(N,Q)|0,a=Math.imul(N,tt),n=n+Math.imul(D,rt)|0,i=(i=i+Math.imul(D,nt)|0)+Math.imul(R,rt)|0,a=a+Math.imul(R,nt)|0,n=n+Math.imul(O,at)|0,i=(i=i+Math.imul(O,ot)|0)+Math.imul(I,at)|0,a=a+Math.imul(I,ot)|0,n=n+Math.imul(L,lt)|0,i=(i=i+Math.imul(L,ut)|0)+Math.imul(C,lt)|0,a=a+Math.imul(C,ut)|0,n=n+Math.imul(M,ft)|0,i=(i=i+Math.imul(M,ht)|0)+Math.imul(S,ft)|0,a=a+Math.imul(S,ht)|0;var Lt=(u+(n=n+Math.imul(T,dt)|0)|0)+((8191&(i=(i=i+Math.imul(T,vt)|0)+Math.imul(k,dt)|0))<<13)|0;u=((a=a+Math.imul(k,vt)|0)+(i>>>13)|0)+(Lt>>>26)|0,Lt&=67108863,n=Math.imul(B,rt),i=(i=Math.imul(B,nt))+Math.imul(N,rt)|0,a=Math.imul(N,nt),n=n+Math.imul(D,at)|0,i=(i=i+Math.imul(D,ot)|0)+Math.imul(R,at)|0,a=a+Math.imul(R,ot)|0,n=n+Math.imul(O,lt)|0,i=(i=i+Math.imul(O,ut)|0)+Math.imul(I,lt)|0,a=a+Math.imul(I,ut)|0,n=n+Math.imul(L,ft)|0,i=(i=i+Math.imul(L,ht)|0)+Math.imul(C,ft)|0,a=a+Math.imul(C,ht)|0;var Ct=(u+(n=n+Math.imul(M,dt)|0)|0)+((8191&(i=(i=i+Math.imul(M,vt)|0)+Math.imul(S,dt)|0))<<13)|0;u=((a=a+Math.imul(S,vt)|0)+(i>>>13)|0)+(Ct>>>26)|0,Ct&=67108863,n=Math.imul(B,at),i=(i=Math.imul(B,ot))+Math.imul(N,at)|0,a=Math.imul(N,ot),n=n+Math.imul(D,lt)|0,i=(i=i+Math.imul(D,ut)|0)+Math.imul(R,lt)|0,a=a+Math.imul(R,ut)|0,n=n+Math.imul(O,ft)|0,i=(i=i+Math.imul(O,ht)|0)+Math.imul(I,ft)|0,a=a+Math.imul(I,ht)|0;var Pt=(u+(n=n+Math.imul(L,dt)|0)|0)+((8191&(i=(i=i+Math.imul(L,vt)|0)+Math.imul(C,dt)|0))<<13)|0;u=((a=a+Math.imul(C,vt)|0)+(i>>>13)|0)+(Pt>>>26)|0,Pt&=67108863,n=Math.imul(B,lt),i=(i=Math.imul(B,ut))+Math.imul(N,lt)|0,a=Math.imul(N,ut),n=n+Math.imul(D,ft)|0,i=(i=i+Math.imul(D,ht)|0)+Math.imul(R,ft)|0,a=a+Math.imul(R,ht)|0;var Ot=(u+(n=n+Math.imul(O,dt)|0)|0)+((8191&(i=(i=i+Math.imul(O,vt)|0)+Math.imul(I,dt)|0))<<13)|0;u=((a=a+Math.imul(I,vt)|0)+(i>>>13)|0)+(Ot>>>26)|0,Ot&=67108863,n=Math.imul(B,ft),i=(i=Math.imul(B,ht))+Math.imul(N,ft)|0,a=Math.imul(N,ht);var It=(u+(n=n+Math.imul(D,dt)|0)|0)+((8191&(i=(i=i+Math.imul(D,vt)|0)+Math.imul(R,dt)|0))<<13)|0;u=((a=a+Math.imul(R,vt)|0)+(i>>>13)|0)+(It>>>26)|0,It&=67108863;var zt=(u+(n=Math.imul(B,dt))|0)+((8191&(i=(i=Math.imul(B,vt))+Math.imul(N,dt)|0))<<13)|0;return u=((a=Math.imul(N,vt))+(i>>>13)|0)+(zt>>>26)|0,zt&=67108863,l[0]=gt,l[1]=yt,l[2]=mt,l[3]=xt,l[4]=bt,l[5]=_t,l[6]=wt,l[7]=Tt,l[8]=kt,l[9]=At,l[10]=Mt,l[11]=St,l[12]=Et,l[13]=Lt,l[14]=Ct,l[15]=Pt,l[16]=Ot,l[17]=It,l[18]=zt,0!==u&&(l[19]=u,r.length++),r};function v(t,e,r){return(new g).mulp(t,e,r)}function g(t,e){this.x=t,this.y=e}Math.imul||(d=p),a.prototype.mulTo=function(t,e){var r,n=this.length+t.length;return r=10===this.length&&10===t.length?d(this,t,e):n<63?p(this,t,e):n<1024?function(t,e,r){r.negative=e.negative^t.negative,r.length=t.length+e.length;for(var n=0,i=0,a=0;a<r.length-1;a++){var o=i;i=0;for(var s=67108863&n,l=Math.min(a,e.length-1),u=Math.max(0,a-t.length+1);u<=l;u++){var c=a-u,f=(0|t.words[c])*(0|e.words[u]),h=67108863&f;s=67108863&(h=h+s|0),i+=(o=(o=o+(f/67108864|0)|0)+(h>>>26)|0)>>>26,o&=67108863}r.words[a]=s,n=o,o=i}return 0!==n?r.words[a]=n:r.length--,r.strip()}(this,t,e):v(this,t,e),r},g.prototype.makeRBT=function(t){for(var e=new Array(t),r=a.prototype._countBits(t)-1,n=0;n<t;n++)e[n]=this.revBin(n,r,t);return e},g.prototype.revBin=function(t,e,r){if(0===t||t===r-1)return t;for(var n=0,i=0;i<e;i++)n|=(1&t)<<e-i-1,t>>=1;return n},g.prototype.permute=function(t,e,r,n,i,a){for(var o=0;o<a;o++)n[o]=e[t[o]],i[o]=r[t[o]]},g.prototype.transform=function(t,e,r,n,i,a){this.permute(a,t,e,r,n,i);for(var o=1;o<i;o<<=1)for(var s=o<<1,l=Math.cos(2*Math.PI/s),u=Math.sin(2*Math.PI/s),c=0;c<i;c+=s)for(var f=l,h=u,p=0;p<o;p++){var d=r[c+p],v=n[c+p],g=r[c+p+o],y=n[c+p+o],m=f*g-h*y;y=f*y+h*g,g=m,r[c+p]=d+g,n[c+p]=v+y,r[c+p+o]=d-g,n[c+p+o]=v-y,p!==s&&(m=l*f-u*h,h=l*h+u*f,f=m)}},g.prototype.guessLen13b=function(t,e){var r=1|Math.max(e,t),n=1&r,i=0;for(r=r/2|0;r;r>>>=1)i++;return 1<<i+1+n},g.prototype.conjugate=function(t,e,r){if(!(r<=1))for(var n=0;n<r/2;n++){var i=t[n];t[n]=t[r-n-1],t[r-n-1]=i,i=e[n],e[n]=-e[r-n-1],e[r-n-1]=-i}},g.prototype.normalize13b=function(t,e){for(var r=0,n=0;n<e/2;n++){var i=8192*Math.round(t[2*n+1]/e)+Math.round(t[2*n]/e)+r;t[n]=67108863&i,r=i<67108864?0:i/67108864|0}return t},g.prototype.convert13b=function(t,e,r,i){for(var a=0,o=0;o<e;o++)a+=0|t[o],r[2*o]=8191&a,a>>>=13,r[2*o+1]=8191&a,a>>>=13;for(o=2*e;o<i;++o)r[o]=0;n(0===a),n(0==(-8192&a))},g.prototype.stub=function(t){for(var e=new Array(t),r=0;r<t;r++)e[r]=0;return e},g.prototype.mulp=function(t,e,r){var n=2*this.guessLen13b(t.length,e.length),i=this.makeRBT(n),a=this.stub(n),o=new Array(n),s=new Array(n),l=new Array(n),u=new Array(n),c=new Array(n),f=new Array(n),h=r.words;h.length=n,this.convert13b(t.words,t.length,o,n),this.convert13b(e.words,e.length,u,n),this.transform(o,a,s,l,n,i),this.transform(u,a,c,f,n,i);for(var p=0;p<n;p++){var d=s[p]*c[p]-l[p]*f[p];l[p]=s[p]*f[p]+l[p]*c[p],s[p]=d}return this.conjugate(s,l,n),this.transform(s,l,h,a,n,i),this.conjugate(h,a,n),this.normalize13b(h,n),r.negative=t.negative^e.negative,r.length=t.length+e.length,r.strip()},a.prototype.mul=function(t){var e=new a(null);return e.words=new Array(this.length+t.length),this.mulTo(t,e)},a.prototype.mulf=function(t){var e=new a(null);return e.words=new Array(this.length+t.length),v(this,t,e)},a.prototype.imul=function(t){return this.clone().mulTo(t,this)},a.prototype.imuln=function(t){n(\"number\"==typeof t),n(t<67108864);for(var e=0,r=0;r<this.length;r++){var i=(0|this.words[r])*t,a=(67108863&i)+(67108863&e);e>>=26,e+=i/67108864|0,e+=a>>>26,this.words[r]=67108863&a}return 0!==e&&(this.words[r]=e,this.length++),this},a.prototype.muln=function(t){return this.clone().imuln(t)},a.prototype.sqr=function(){return this.mul(this)},a.prototype.isqr=function(){return this.imul(this.clone())},a.prototype.pow=function(t){var e=function(t){for(var e=new Array(t.bitLength()),r=0;r<e.length;r++){var n=r/26|0,i=r%26;e[r]=(t.words[n]&1<<i)>>>i}return e}(t);if(0===e.length)return new a(1);for(var r=this,n=0;n<e.length&&0===e[n];n++,r=r.sqr());if(++n<e.length)for(var i=r.sqr();n<e.length;n++,i=i.sqr())0!==e[n]&&(r=r.mul(i));return r},a.prototype.iushln=function(t){n(\"number\"==typeof t&&t>=0);var e,r=t%26,i=(t-r)/26,a=67108863>>>26-r<<26-r;if(0!==r){var o=0;for(e=0;e<this.length;e++){var s=this.words[e]&a,l=(0|this.words[e])-s<<r;this.words[e]=l|o,o=s>>>26-r}o&&(this.words[e]=o,this.length++)}if(0!==i){for(e=this.length-1;e>=0;e--)this.words[e+i]=this.words[e];for(e=0;e<i;e++)this.words[e]=0;this.length+=i}return this.strip()},a.prototype.ishln=function(t){return n(0===this.negative),this.iushln(t)},a.prototype.iushrn=function(t,e,r){var i;n(\"number\"==typeof t&&t>=0),i=e?(e-e%26)/26:0;var a=t%26,o=Math.min((t-a)/26,this.length),s=67108863^67108863>>>a<<a,l=r;if(i-=o,i=Math.max(0,i),l){for(var u=0;u<o;u++)l.words[u]=this.words[u];l.length=o}if(0===o);else if(this.length>o)for(this.length-=o,u=0;u<this.length;u++)this.words[u]=this.words[u+o];else this.words[0]=0,this.length=1;var c=0;for(u=this.length-1;u>=0&&(0!==c||u>=i);u--){var f=0|this.words[u];this.words[u]=c<<26-a|f>>>a,c=f&s}return l&&0!==c&&(l.words[l.length++]=c),0===this.length&&(this.words[0]=0,this.length=1),this.strip()},a.prototype.ishrn=function(t,e,r){return n(0===this.negative),this.iushrn(t,e,r)},a.prototype.shln=function(t){return this.clone().ishln(t)},a.prototype.ushln=function(t){return this.clone().iushln(t)},a.prototype.shrn=function(t){return this.clone().ishrn(t)},a.prototype.ushrn=function(t){return this.clone().iushrn(t)},a.prototype.testn=function(t){n(\"number\"==typeof t&&t>=0);var e=t%26,r=(t-e)/26,i=1<<e;return!(this.length<=r||!(this.words[r]&i))},a.prototype.imaskn=function(t){n(\"number\"==typeof t&&t>=0);var e=t%26,r=(t-e)/26;if(n(0===this.negative,\"imaskn works only with positive numbers\"),this.length<=r)return this;if(0!==e&&r++,this.length=Math.min(r,this.length),0!==e){var i=67108863^67108863>>>e<<e;this.words[this.length-1]&=i}return this.strip()},a.prototype.maskn=function(t){return this.clone().imaskn(t)},a.prototype.iaddn=function(t){return n(\"number\"==typeof t),n(t<67108864),t<0?this.isubn(-t):0!==this.negative?1===this.length&&(0|this.words[0])<t?(this.words[0]=t-(0|this.words[0]),this.negative=0,this):(this.negative=0,this.isubn(t),this.negative=1,this):this._iaddn(t)},a.prototype._iaddn=function(t){this.words[0]+=t;for(var e=0;e<this.length&&this.words[e]>=67108864;e++)this.words[e]-=67108864,e===this.length-1?this.words[e+1]=1:this.words[e+1]++;return this.length=Math.max(this.length,e+1),this},a.prototype.isubn=function(t){if(n(\"number\"==typeof t),n(t<67108864),t<0)return this.iaddn(-t);if(0!==this.negative)return this.negative=0,this.iaddn(t),this.negative=1,this;if(this.words[0]-=t,1===this.length&&this.words[0]<0)this.words[0]=-this.words[0],this.negative=1;else for(var e=0;e<this.length&&this.words[e]<0;e++)this.words[e]+=67108864,this.words[e+1]-=1;return this.strip()},a.prototype.addn=function(t){return this.clone().iaddn(t)},a.prototype.subn=function(t){return this.clone().isubn(t)},a.prototype.iabs=function(){return this.negative=0,this},a.prototype.abs=function(){return this.clone().iabs()},a.prototype._ishlnsubmul=function(t,e,r){var i,a,o=t.length+r;this._expand(o);var s=0;for(i=0;i<t.length;i++){a=(0|this.words[i+r])+s;var l=(0|t.words[i])*e;s=((a-=67108863&l)>>26)-(l/67108864|0),this.words[i+r]=67108863&a}for(;i<this.length-r;i++)s=(a=(0|this.words[i+r])+s)>>26,this.words[i+r]=67108863&a;if(0===s)return this.strip();for(n(-1===s),s=0,i=0;i<this.length;i++)s=(a=-(0|this.words[i])+s)>>26,this.words[i]=67108863&a;return this.negative=1,this.strip()},a.prototype._wordDiv=function(t,e){var r=(this.length,t.length),n=this.clone(),i=t,o=0|i.words[i.length-1];0!=(r=26-this._countBits(o))&&(i=i.ushln(r),n.iushln(r),o=0|i.words[i.length-1]);var s,l=n.length-i.length;if(\"mod\"!==e){(s=new a(null)).length=l+1,s.words=new Array(s.length);for(var u=0;u<s.length;u++)s.words[u]=0}var c=n.clone()._ishlnsubmul(i,1,l);0===c.negative&&(n=c,s&&(s.words[l]=1));for(var f=l-1;f>=0;f--){var h=67108864*(0|n.words[i.length+f])+(0|n.words[i.length+f-1]);for(h=Math.min(h/o|0,67108863),n._ishlnsubmul(i,h,f);0!==n.negative;)h--,n.negative=0,n._ishlnsubmul(i,1,f),n.isZero()||(n.negative^=1);s&&(s.words[f]=h)}return s&&s.strip(),n.strip(),\"div\"!==e&&0!==r&&n.iushrn(r),{div:s||null,mod:n}},a.prototype.divmod=function(t,e,r){return n(!t.isZero()),this.isZero()?{div:new a(0),mod:new a(0)}:0!==this.negative&&0===t.negative?(s=this.neg().divmod(t,e),\"mod\"!==e&&(i=s.div.neg()),\"div\"!==e&&(o=s.mod.neg(),r&&0!==o.negative&&o.iadd(t)),{div:i,mod:o}):0===this.negative&&0!==t.negative?(s=this.divmod(t.neg(),e),\"mod\"!==e&&(i=s.div.neg()),{div:i,mod:s.mod}):0!=(this.negative&t.negative)?(s=this.neg().divmod(t.neg(),e),\"div\"!==e&&(o=s.mod.neg(),r&&0!==o.negative&&o.isub(t)),{div:s.div,mod:o}):t.length>this.length||this.cmp(t)<0?{div:new a(0),mod:this}:1===t.length?\"div\"===e?{div:this.divn(t.words[0]),mod:null}:\"mod\"===e?{div:null,mod:new a(this.modn(t.words[0]))}:{div:this.divn(t.words[0]),mod:new a(this.modn(t.words[0]))}:this._wordDiv(t,e);var i,o,s},a.prototype.div=function(t){return this.divmod(t,\"div\",!1).div},a.prototype.mod=function(t){return this.divmod(t,\"mod\",!1).mod},a.prototype.umod=function(t){return this.divmod(t,\"mod\",!0).mod},a.prototype.divRound=function(t){var e=this.divmod(t);if(e.mod.isZero())return e.div;var r=0!==e.div.negative?e.mod.isub(t):e.mod,n=t.ushrn(1),i=t.andln(1),a=r.cmp(n);return a<0||1===i&&0===a?e.div:0!==e.div.negative?e.div.isubn(1):e.div.iaddn(1)},a.prototype.modn=function(t){n(t<=67108863);for(var e=(1<<26)%t,r=0,i=this.length-1;i>=0;i--)r=(e*r+(0|this.words[i]))%t;return r},a.prototype.idivn=function(t){n(t<=67108863);for(var e=0,r=this.length-1;r>=0;r--){var i=(0|this.words[r])+67108864*e;this.words[r]=i/t|0,e=i%t}return this.strip()},a.prototype.divn=function(t){return this.clone().idivn(t)},a.prototype.egcd=function(t){n(0===t.negative),n(!t.isZero());var e=this,r=t.clone();e=0!==e.negative?e.umod(t):e.clone();for(var i=new a(1),o=new a(0),s=new a(0),l=new a(1),u=0;e.isEven()&&r.isEven();)e.iushrn(1),r.iushrn(1),++u;for(var c=r.clone(),f=e.clone();!e.isZero();){for(var h=0,p=1;0==(e.words[0]&p)&&h<26;++h,p<<=1);if(h>0)for(e.iushrn(h);h-- >0;)(i.isOdd()||o.isOdd())&&(i.iadd(c),o.isub(f)),i.iushrn(1),o.iushrn(1);for(var d=0,v=1;0==(r.words[0]&v)&&d<26;++d,v<<=1);if(d>0)for(r.iushrn(d);d-- >0;)(s.isOdd()||l.isOdd())&&(s.iadd(c),l.isub(f)),s.iushrn(1),l.iushrn(1);e.cmp(r)>=0?(e.isub(r),i.isub(s),o.isub(l)):(r.isub(e),s.isub(i),l.isub(o))}return{a:s,b:l,gcd:r.iushln(u)}},a.prototype._invmp=function(t){n(0===t.negative),n(!t.isZero());var e=this,r=t.clone();e=0!==e.negative?e.umod(t):e.clone();for(var i,o=new a(1),s=new a(0),l=r.clone();e.cmpn(1)>0&&r.cmpn(1)>0;){for(var u=0,c=1;0==(e.words[0]&c)&&u<26;++u,c<<=1);if(u>0)for(e.iushrn(u);u-- >0;)o.isOdd()&&o.iadd(l),o.iushrn(1);for(var f=0,h=1;0==(r.words[0]&h)&&f<26;++f,h<<=1);if(f>0)for(r.iushrn(f);f-- >0;)s.isOdd()&&s.iadd(l),s.iushrn(1);e.cmp(r)>=0?(e.isub(r),o.isub(s)):(r.isub(e),s.isub(o))}return(i=0===e.cmpn(1)?o:s).cmpn(0)<0&&i.iadd(t),i},a.prototype.gcd=function(t){if(this.isZero())return t.abs();if(t.isZero())return this.abs();var e=this.clone(),r=t.clone();e.negative=0,r.negative=0;for(var n=0;e.isEven()&&r.isEven();n++)e.iushrn(1),r.iushrn(1);for(;;){for(;e.isEven();)e.iushrn(1);for(;r.isEven();)r.iushrn(1);var i=e.cmp(r);if(i<0){var a=e;e=r,r=a}else if(0===i||0===r.cmpn(1))break;e.isub(r)}return r.iushln(n)},a.prototype.invm=function(t){return this.egcd(t).a.umod(t)},a.prototype.isEven=function(){return 0==(1&this.words[0])},a.prototype.isOdd=function(){return 1==(1&this.words[0])},a.prototype.andln=function(t){return this.words[0]&t},a.prototype.bincn=function(t){n(\"number\"==typeof t);var e=t%26,r=(t-e)/26,i=1<<e;if(this.length<=r)return this._expand(r+1),this.words[r]|=i,this;for(var a=i,o=r;0!==a&&o<this.length;o++){var s=0|this.words[o];a=(s+=a)>>>26,s&=67108863,this.words[o]=s}return 0!==a&&(this.words[o]=a,this.length++),this},a.prototype.isZero=function(){return 1===this.length&&0===this.words[0]},a.prototype.cmpn=function(t){var e,r=t<0;if(0!==this.negative&&!r)return-1;if(0===this.negative&&r)return 1;if(this.strip(),this.length>1)e=1;else{r&&(t=-t),n(t<=67108863,\"Number is too big\");var i=0|this.words[0];e=i===t?0:i<t?-1:1}return 0!==this.negative?0|-e:e},a.prototype.cmp=function(t){if(0!==this.negative&&0===t.negative)return-1;if(0===this.negative&&0!==t.negative)return 1;var e=this.ucmp(t);return 0!==this.negative?0|-e:e},a.prototype.ucmp=function(t){if(this.length>t.length)return 1;if(this.length<t.length)return-1;for(var e=0,r=this.length-1;r>=0;r--){var n=0|this.words[r],i=0|t.words[r];if(n!==i){n<i?e=-1:n>i&&(e=1);break}}return e},a.prototype.gtn=function(t){return 1===this.cmpn(t)},a.prototype.gt=function(t){return 1===this.cmp(t)},a.prototype.gten=function(t){return this.cmpn(t)>=0},a.prototype.gte=function(t){return this.cmp(t)>=0},a.prototype.ltn=function(t){return-1===this.cmpn(t)},a.prototype.lt=function(t){return-1===this.cmp(t)},a.prototype.lten=function(t){return this.cmpn(t)<=0},a.prototype.lte=function(t){return this.cmp(t)<=0},a.prototype.eqn=function(t){return 0===this.cmpn(t)},a.prototype.eq=function(t){return 0===this.cmp(t)},a.red=function(t){return new T(t)},a.prototype.toRed=function(t){return n(!this.red,\"Already a number in reduction context\"),n(0===this.negative,\"red works only with positives\"),t.convertTo(this)._forceRed(t)},a.prototype.fromRed=function(){return n(this.red,\"fromRed works only with numbers in reduction context\"),this.red.convertFrom(this)},a.prototype._forceRed=function(t){return this.red=t,this},a.prototype.forceRed=function(t){return n(!this.red,\"Already a number in reduction context\"),this._forceRed(t)},a.prototype.redAdd=function(t){return n(this.red,\"redAdd works only with red numbers\"),this.red.add(this,t)},a.prototype.redIAdd=function(t){return n(this.red,\"redIAdd works only with red numbers\"),this.red.iadd(this,t)},a.prototype.redSub=function(t){return n(this.red,\"redSub works only with red numbers\"),this.red.sub(this,t)},a.prototype.redISub=function(t){return n(this.red,\"redISub works only with red numbers\"),this.red.isub(this,t)},a.prototype.redShl=function(t){return n(this.red,\"redShl works only with red numbers\"),this.red.shl(this,t)},a.prototype.redMul=function(t){return n(this.red,\"redMul works only with red numbers\"),this.red._verify2(this,t),this.red.mul(this,t)},a.prototype.redIMul=function(t){return n(this.red,\"redMul works only with red numbers\"),this.red._verify2(this,t),this.red.imul(this,t)},a.prototype.redSqr=function(){return n(this.red,\"redSqr works only with red numbers\"),this.red._verify1(this),this.red.sqr(this)},a.prototype.redISqr=function(){return n(this.red,\"redISqr works only with red numbers\"),this.red._verify1(this),this.red.isqr(this)},a.prototype.redSqrt=function(){return n(this.red,\"redSqrt works only with red numbers\"),this.red._verify1(this),this.red.sqrt(this)},a.prototype.redInvm=function(){return n(this.red,\"redInvm works only with red numbers\"),this.red._verify1(this),this.red.invm(this)},a.prototype.redNeg=function(){return n(this.red,\"redNeg works only with red numbers\"),this.red._verify1(this),this.red.neg(this)},a.prototype.redPow=function(t){return n(this.red&&!t.red,\"redPow(normalNum)\"),this.red._verify1(this),this.red.pow(this,t)};var y={k256:null,p224:null,p192:null,p25519:null};function m(t,e){this.name=t,this.p=new a(e,16),this.n=this.p.bitLength(),this.k=new a(1).iushln(this.n).isub(this.p),this.tmp=this._tmp()}function x(){m.call(this,\"k256\",\"ffffffff ffffffff ffffffff ffffffff ffffffff ffffffff fffffffe fffffc2f\")}function b(){m.call(this,\"p224\",\"ffffffff ffffffff ffffffff ffffffff 00000000 00000000 00000001\")}function _(){m.call(this,\"p192\",\"ffffffff ffffffff ffffffff fffffffe ffffffff ffffffff\")}function w(){m.call(this,\"25519\",\"7fffffffffffffff ffffffffffffffff ffffffffffffffff ffffffffffffffed\")}function T(t){if(\"string\"==typeof t){var e=a._prime(t);this.m=e.p,this.prime=e}else n(t.gtn(1),\"modulus must be greater than 1\"),this.m=t,this.prime=null}function k(t){T.call(this,t),this.shift=this.m.bitLength(),this.shift%26!=0&&(this.shift+=26-this.shift%26),this.r=new a(1).iushln(this.shift),this.r2=this.imod(this.r.sqr()),this.rinv=this.r._invmp(this.m),this.minv=this.rinv.mul(this.r).isubn(1).div(this.m),this.minv=this.minv.umod(this.r),this.minv=this.r.sub(this.minv)}m.prototype._tmp=function(){var t=new a(null);return t.words=new Array(Math.ceil(this.n/13)),t},m.prototype.ireduce=function(t){var e,r=t;do{this.split(r,this.tmp),e=(r=(r=this.imulK(r)).iadd(this.tmp)).bitLength()}while(e>this.n);var n=e<this.n?-1:r.ucmp(this.p);return 0===n?(r.words[0]=0,r.length=1):n>0?r.isub(this.p):void 0!==r.strip?r.strip():r._strip(),r},m.prototype.split=function(t,e){t.iushrn(this.n,0,e)},m.prototype.imulK=function(t){return t.imul(this.k)},i(x,m),x.prototype.split=function(t,e){for(var r=4194303,n=Math.min(t.length,9),i=0;i<n;i++)e.words[i]=t.words[i];if(e.length=n,t.length<=9)return t.words[0]=0,void(t.length=1);var a=t.words[9];for(e.words[e.length++]=a&r,i=10;i<t.length;i++){var o=0|t.words[i];t.words[i-10]=(o&r)<<4|a>>>22,a=o}a>>>=22,t.words[i-10]=a,0===a&&t.length>10?t.length-=10:t.length-=9},x.prototype.imulK=function(t){t.words[t.length]=0,t.words[t.length+1]=0,t.length+=2;for(var e=0,r=0;r<t.length;r++){var n=0|t.words[r];e+=977*n,t.words[r]=67108863&e,e=64*n+(e/67108864|0)}return 0===t.words[t.length-1]&&(t.length--,0===t.words[t.length-1]&&t.length--),t},i(b,m),i(_,m),i(w,m),w.prototype.imulK=function(t){for(var e=0,r=0;r<t.length;r++){var n=19*(0|t.words[r])+e,i=67108863&n;n>>>=26,t.words[r]=i,e=n}return 0!==e&&(t.words[t.length++]=e),t},a._prime=function(t){if(y[t])return y[t];var e;if(\"k256\"===t)e=new x;else if(\"p224\"===t)e=new b;else if(\"p192\"===t)e=new _;else{if(\"p25519\"!==t)throw new Error(\"Unknown prime \"+t);e=new w}return y[t]=e,e},T.prototype._verify1=function(t){n(0===t.negative,\"red works only with positives\"),n(t.red,\"red works only with red numbers\")},T.prototype._verify2=function(t,e){n(0==(t.negative|e.negative),\"red works only with positives\"),n(t.red&&t.red===e.red,\"red works only with red numbers\")},T.prototype.imod=function(t){return this.prime?this.prime.ireduce(t)._forceRed(this):t.umod(this.m)._forceRed(this)},T.prototype.neg=function(t){return t.isZero()?t.clone():this.m.sub(t)._forceRed(this)},T.prototype.add=function(t,e){this._verify2(t,e);var r=t.add(e);return r.cmp(this.m)>=0&&r.isub(this.m),r._forceRed(this)},T.prototype.iadd=function(t,e){this._verify2(t,e);var r=t.iadd(e);return r.cmp(this.m)>=0&&r.isub(this.m),r},T.prototype.sub=function(t,e){this._verify2(t,e);var r=t.sub(e);return r.cmpn(0)<0&&r.iadd(this.m),r._forceRed(this)},T.prototype.isub=function(t,e){this._verify2(t,e);var r=t.isub(e);return r.cmpn(0)<0&&r.iadd(this.m),r},T.prototype.shl=function(t,e){return this._verify1(t),this.imod(t.ushln(e))},T.prototype.imul=function(t,e){return this._verify2(t,e),this.imod(t.imul(e))},T.prototype.mul=function(t,e){return this._verify2(t,e),this.imod(t.mul(e))},T.prototype.isqr=function(t){return this.imul(t,t.clone())},T.prototype.sqr=function(t){return this.mul(t,t)},T.prototype.sqrt=function(t){if(t.isZero())return t.clone();var e=this.m.andln(3);if(n(e%2==1),3===e){var r=this.m.add(new a(1)).iushrn(2);return this.pow(t,r)}for(var i=this.m.subn(1),o=0;!i.isZero()&&0===i.andln(1);)o++,i.iushrn(1);n(!i.isZero());var s=new a(1).toRed(this),l=s.redNeg(),u=this.m.subn(1).iushrn(1),c=this.m.bitLength();for(c=new a(2*c*c).toRed(this);0!==this.pow(c,u).cmp(l);)c.redIAdd(l);for(var f=this.pow(c,i),h=this.pow(t,i.addn(1).iushrn(1)),p=this.pow(t,i),d=o;0!==p.cmp(s);){for(var v=p,g=0;0!==v.cmp(s);g++)v=v.redSqr();n(g<d);var y=this.pow(f,new a(1).iushln(d-g-1));h=h.redMul(y),f=y.redSqr(),p=p.redMul(f),d=g}return h},T.prototype.invm=function(t){var e=t._invmp(this.m);return 0!==e.negative?(e.negative=0,this.imod(e).redNeg()):this.imod(e)},T.prototype.pow=function(t,e){if(e.isZero())return new a(1).toRed(this);if(0===e.cmpn(1))return t.clone();var r=new Array(16);r[0]=new a(1).toRed(this),r[1]=t;for(var n=2;n<r.length;n++)r[n]=this.mul(r[n-1],t);var i=r[0],o=0,s=0,l=e.bitLength()%26;for(0===l&&(l=26),n=e.length-1;n>=0;n--){for(var u=e.words[n],c=l-1;c>=0;c--){var f=u>>c&1;i!==r[0]&&(i=this.sqr(i)),0!==f||0!==o?(o<<=1,o|=f,(4==++s||0===n&&0===c)&&(i=this.mul(i,r[o]),s=0,o=0)):s=0}l=26}return i},T.prototype.convertTo=function(t){var e=t.umod(this.m);return e===t?e.clone():e},T.prototype.convertFrom=function(t){var e=t.clone();return e.red=null,e},a.mont=function(t){return new k(t)},i(k,T),k.prototype.convertTo=function(t){return this.imod(t.ushln(this.shift))},k.prototype.convertFrom=function(t){var e=this.imod(t.mul(this.rinv));return e.red=null,e},k.prototype.imul=function(t,e){if(t.isZero()||e.isZero())return t.words[0]=0,t.length=1,t;var r=t.imul(e),n=r.maskn(this.shift).mul(this.minv).imaskn(this.shift).mul(this.m),i=r.isub(n).iushrn(this.shift),a=i;return i.cmp(this.m)>=0?a=i.isub(this.m):i.cmpn(0)<0&&(a=i.iadd(this.m)),a._forceRed(this)},k.prototype.mul=function(t,e){if(t.isZero()||e.isZero())return new a(0)._forceRed(this);var 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if(h.right===s){if(!(d=p.left)||0!==d._color){p._color=0,p.right=h.left,h._color=1,h.left=p,l[f-2]=h,l[f-1]=s,i(p),i(h),f>=3&&((v=l[f-3]).right===p?v.right=h:v.left=h);break}h._color=1,p.left=n(1,d),p._color=0,f-=1}else{var d;if(!(d=p.left)||0!==d._color){var v;h.left=s.right,p._color=0,p.right=s.left,s._color=1,s.right=h,s.left=p,l[f-2]=s,l[f-1]=h,i(p),i(h),i(s),f>=3&&((v=l[f-3]).right===p?v.right=s:v.left=s);break}h._color=1,p.left=n(1,d),p._color=0,f-=1}}return l[0]._color=1,new a(o,l[0])},o.forEach=function(t,e,r){if(this.root)switch(arguments.length){case 1:return s(t,this.root);case 2:return l(e,this._compare,t,this.root);case 3:if(this._compare(e,r)>=0)return;return u(e,r,this._compare,t,this.root)}},Object.defineProperty(o,\"begin\",{get:function(){for(var t=[],e=this.root;e;)t.push(e),e=e.left;return new c(this,t)}}),Object.defineProperty(o,\"end\",{get:function(){for(var t=[],e=this.root;e;)t.push(e),e=e.right;return new c(this,t)}}),o.at=function(t){if(t<0)return new c(this,[]);for(var e=this.root,r=[];;){if(r.push(e),e.left){if(t<e.left._count){e=e.left;continue}t-=e.left._count}if(!t)return new c(this,r);if(t-=1,!e.right)break;if(t>=e.right._count)break;e=e.right}return new c(this,[])},o.ge=function(t){for(var e=this._compare,r=this.root,n=[],i=0;r;){var a=e(t,r.key);n.push(r),a<=0&&(i=n.length),r=a<=0?r.left:r.right}return n.length=i,new c(this,n)},o.gt=function(t){for(var e=this._compare,r=this.root,n=[],i=0;r;){var a=e(t,r.key);n.push(r),a<0&&(i=n.length),r=a<0?r.left:r.right}return n.length=i,new c(this,n)},o.lt=function(t){for(var e=this._compare,r=this.root,n=[],i=0;r;){var a=e(t,r.key);n.push(r),a>0&&(i=n.length),r=a<=0?r.left:r.right}return n.length=i,new c(this,n)},o.le=function(t){for(var e=this._compare,r=this.root,n=[],i=0;r;){var a=e(t,r.key);n.push(r),a>=0&&(i=n.length),r=a<0?r.left:r.right}return n.length=i,new c(this,n)},o.find=function(t){for(var e=this._compare,r=this.root,n=[];r;){var i=e(t,r.key);if(n.push(r),0===i)return new c(this,n);r=i<=0?r.left:r.right}return new c(this,[])},o.remove=function(t){var e=this.find(t);return e?e.remove():this},o.get=function(t){for(var e=this._compare,r=this.root;r;){var n=e(t,r.key);if(0===n)return r.value;r=n<=0?r.left:r.right}};var f=c.prototype;function h(t,e){t.key=e.key,t.value=e.value,t.left=e.left,t.right=e.right,t._color=e._color,t._count=e._count}function p(t,e){return t<e?-1:t>e?1:0}Object.defineProperty(f,\"valid\",{get:function(){return this._stack.length>0}}),Object.defineProperty(f,\"node\",{get:function(){return this._stack.length>0?this._stack[this._stack.length-1]:null},enumerable:!0}),f.clone=function(){return new c(this.tree,this._stack.slice())},f.remove=function(){var t=this._stack;if(0===t.length)return this.tree;var o=new Array(t.length),s=t[t.length-1];o[o.length-1]=new e(s._color,s.key,s.value,s.left,s.right,s._count);for(var l=t.length-2;l>=0;--l)(s=t[l]).left===t[l+1]?o[l]=new e(s._color,s.key,s.value,o[l+1],s.right,s._count):o[l]=new e(s._color,s.key,s.value,s.left,o[l+1],s._count);if((s=o[o.length-1]).left&&s.right){var u=o.length;for(s=s.left;s.right;)o.push(s),s=s.right;var c=o[u-1];for(o.push(new e(s._color,c.key,c.value,s.left,s.right,s._count)),o[u-1].key=s.key,o[u-1].value=s.value,l=o.length-2;l>=u;--l)s=o[l],o[l]=new e(s._color,s.key,s.value,s.left,o[l+1],s._count);o[u-1].left=o[u]}if(0===(s=o[o.length-1])._color){var f=o[o.length-2];for(f.left===s?f.left=null:f.right===s&&(f.right=null),o.pop(),l=0;l<o.length;++l)o[l]._count--;return new a(this.tree._compare,o[0])}if(s.left||s.right){for(s.left?h(s,s.left):s.right&&h(s,s.right),s._color=1,l=0;l<o.length-1;++l)o[l]._count--;return new a(this.tree._compare,o[0])}if(1===o.length)return new a(this.tree._compare,null);for(l=0;l<o.length;++l)o[l]._count--;var p=o[o.length-2];return function(t){for(var e,a,o,s,l=t.length-1;l>=0;--l){if(e=t[l],0===l)return void(e._color=1);if((a=t[l-1]).left===e){if((o=a.right).right&&0===o.right._color)return s=(o=a.right=r(o)).right=r(o.right),a.right=o.left,o.left=a,o.right=s,o._color=a._color,e._color=1,a._color=1,s._color=1,i(a),i(o),l>1&&((u=t[l-2]).left===a?u.left=o:u.right=o),void(t[l-1]=o);if(o.left&&0===o.left._color)return s=(o=a.right=r(o)).left=r(o.left),a.right=s.left,o.left=s.right,s.left=a,s.right=o,s._color=a._color,a._color=1,o._color=1,e._color=1,i(a),i(o),i(s),l>1&&((u=t[l-2]).left===a?u.left=s:u.right=s),void(t[l-1]=s);if(1===o._color){if(0===a._color)return a._color=1,void(a.right=n(0,o));a.right=n(0,o);continue}o=r(o),a.right=o.left,o.left=a,o._color=a._color,a._color=0,i(a),i(o),l>1&&((u=t[l-2]).left===a?u.left=o:u.right=o),t[l-1]=o,t[l]=a,l+1<t.length?t[l+1]=e:t.push(e),l+=2}else{if((o=a.left).left&&0===o.left._color)return s=(o=a.left=r(o)).left=r(o.left),a.left=o.right,o.right=a,o.left=s,o._color=a._color,e._color=1,a._color=1,s._color=1,i(a),i(o),l>1&&((u=t[l-2]).right===a?u.right=o:u.left=o),void(t[l-1]=o);if(o.right&&0===o.right._color)return s=(o=a.left=r(o)).right=r(o.right),a.left=s.right,o.right=s.left,s.right=a,s.left=o,s._color=a._color,a._color=1,o._color=1,e._color=1,i(a),i(o),i(s),l>1&&((u=t[l-2]).right===a?u.right=s:u.left=s),void(t[l-1]=s);if(1===o._color){if(0===a._color)return a._color=1,void(a.left=n(0,o));a.left=n(0,o);continue}var u;o=r(o),a.left=o.right,o.right=a,o._color=a._color,a._color=0,i(a),i(o),l>1&&((u=t[l-2]).right===a?u.right=o:u.left=o),t[l-1]=o,t[l]=a,l+1<t.length?t[l+1]=e:t.push(e),l+=2}}}(o),p.left===s?p.left=null:p.right=null,new a(this.tree._compare,o[0])},Object.defineProperty(f,\"key\",{get:function(){if(this._stack.length>0)return this._stack[this._stack.length-1].key},enumerable:!0}),Object.defineProperty(f,\"value\",{get:function(){if(this._stack.length>0)return this._stack[this._stack.length-1].value},enumerable:!0}),Object.defineProperty(f,\"index\",{get:function(){var t=0,e=this._stack;if(0===e.length){var r=this.tree.root;return r?r._count:0}e[e.length-1].left&&(t=e[e.length-1].left._count);for(var n=e.length-2;n>=0;--n)e[n+1]===e[n].right&&(++t,e[n].left&&(t+=e[n].left._count));return t},enumerable:!0}),f.next=function(){var t=this._stack;if(0!==t.length){var e=t[t.length-1];if(e.right)for(e=e.right;e;)t.push(e),e=e.left;else for(t.pop();t.length>0&&t[t.length-1].right===e;)e=t[t.length-1],t.pop()}},Object.defineProperty(f,\"hasNext\",{get:function(){var t=this._stack;if(0===t.length)return!1;if(t[t.length-1].right)return!0;for(var e=t.length-1;e>0;--e)if(t[e-1].left===t[e])return!0;return!1}}),f.update=function(t){var r=this._stack;if(0===r.length)throw new Error(\"Can't update empty node!\");var n=new Array(r.length),i=r[r.length-1];n[n.length-1]=new e(i._color,i.key,t,i.left,i.right,i._count);for(var o=r.length-2;o>=0;--o)(i=r[o]).left===r[o+1]?n[o]=new e(i._color,i.key,i.value,n[o+1],i.right,i._count):n[o]=new e(i._color,i.key,i.value,i.left,n[o+1],i._count);return new a(this.tree._compare,n[0])},f.prev=function(){var t=this._stack;if(0!==t.length){var e=t[t.length-1];if(e.left)for(e=e.left;e;)t.push(e),e=e.right;else for(t.pop();t.length>0&&t[t.length-1].left===e;)e=t[t.length-1],t.pop()}},Object.defineProperty(f,\"hasPrev\",{get:function(){var t=this._stack;if(0===t.length)return!1;if(t[t.length-1].left)return!0;for(var e=t.length-1;e>0;--e)if(t[e-1].right===t[e])return!0;return!1}})},3837:function(t,e,r){\"use strict\";t.exports=function(t,e){var r=new c(t);return r.update(e),r};var n=r(4935),i=r(501),a=r(5304),o=r(6429),s=r(6444),l=new Float32Array([1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1]);function u(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t}function c(t){this.gl=t,this.pixelRatio=1,this.bounds=[[-10,-10,-10],[10,10,10]],this.ticks=[[],[],[]],this.autoTicks=!0,this.tickSpacing=[1,1,1],this.tickEnable=[!0,!0,!0],this.tickFont=[\"sans-serif\",\"sans-serif\",\"sans-serif\"],this.tickFontStyle=[\"normal\",\"normal\",\"normal\"],this.tickFontWeight=[\"normal\",\"normal\",\"normal\"],this.tickFontVariant=[\"normal\",\"normal\",\"normal\"],this.tickSize=[12,12,12],this.tickAngle=[0,0,0],this.tickAlign=[\"auto\",\"auto\",\"auto\"],this.tickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.tickPad=[10,10,10],this.lastCubeProps={cubeEdges:[0,0,0],axis:[0,0,0]},this.labels=[\"x\",\"y\",\"z\"],this.labelEnable=[!0,!0,!0],this.labelFont=[\"sans-serif\",\"sans-serif\",\"sans-serif\"],this.labelFontStyle=[\"normal\",\"normal\",\"normal\"],this.labelFontWeight=[\"normal\",\"normal\",\"normal\"],this.labelFontVariant=[\"normal\",\"normal\",\"normal\"],this.labelSize=[20,20,20],this.labelAngle=[0,0,0],this.labelAlign=[\"auto\",\"auto\",\"auto\"],this.labelColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.labelPad=[10,10,10],this.lineEnable=[!0,!0,!0],this.lineMirror=[!1,!1,!1],this.lineWidth=[1,1,1],this.lineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.lineTickEnable=[!0,!0,!0],this.lineTickMirror=[!1,!1,!1],this.lineTickLength=[0,0,0],this.lineTickWidth=[1,1,1],this.lineTickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.gridEnable=[!0,!0,!0],this.gridWidth=[1,1,1],this.gridColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.zeroEnable=[!0,!0,!0],this.zeroLineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.zeroLineWidth=[2,2,2],this.backgroundEnable=[!1,!1,!1],this.backgroundColor=[[.8,.8,.8,.5],[.8,.8,.8,.5],[.8,.8,.8,.5]],this._firstInit=!0,this._text=null,this._lines=null,this._background=a(t)}var f=c.prototype;function h(){this.primalOffset=[0,0,0],this.primalMinor=[0,0,0],this.mirrorOffset=[0,0,0],this.mirrorMinor=[0,0,0]}f.update=function(t){function e(e,r,n){if(n in t){var i,a=t[n],o=this[n];(e?Array.isArray(a)&&Array.isArray(a[0]):Array.isArray(a))?this[n]=i=[r(a[0]),r(a[1]),r(a[2])]:this[n]=i=[r(a),r(a),r(a)];for(var s=0;s<3;++s)if(i[s]!==o[s])return!0}return!1}t=t||{};var r,a=e.bind(this,!1,Number),o=e.bind(this,!1,Boolean),l=e.bind(this,!1,String),u=e.bind(this,!0,(function(t){if(Array.isArray(t)){if(3===t.length)return[+t[0],+t[1],+t[2],1];if(4===t.length)return[+t[0],+t[1],+t[2],+t[3]]}return[0,0,0,1]})),c=!1,f=!1;if(\"bounds\"in t)for(var h=t.bounds,p=0;p<2;++p)for(var d=0;d<3;++d)h[p][d]!==this.bounds[p][d]&&(f=!0),this.bounds[p][d]=h[p][d];if(\"ticks\"in t)for(r=t.ticks,c=!0,this.autoTicks=!1,p=0;p<3;++p)this.tickSpacing[p]=0;else a(\"tickSpacing\")&&(this.autoTicks=!0,f=!0);if(this._firstInit&&(\"ticks\"in t||\"tickSpacing\"in t||(this.autoTicks=!0),f=!0,c=!0,this._firstInit=!1),f&&this.autoTicks&&(r=s.create(this.bounds,this.tickSpacing),c=!0),c){for(p=0;p<3;++p)r[p].sort((function(t,e){return t.x-e.x}));s.equal(r,this.ticks)?c=!1:this.ticks=r}o(\"tickEnable\"),l(\"tickFont\")&&(c=!0),l(\"tickFontStyle\")&&(c=!0),l(\"tickFontWeight\")&&(c=!0),l(\"tickFontVariant\")&&(c=!0),a(\"tickSize\"),a(\"tickAngle\"),a(\"tickPad\"),u(\"tickColor\");var v=l(\"labels\");l(\"labelFont\")&&(v=!0),l(\"labelFontStyle\")&&(v=!0),l(\"labelFontWeight\")&&(v=!0),l(\"labelFontVariant\")&&(v=!0),o(\"labelEnable\"),a(\"labelSize\"),a(\"labelPad\"),u(\"labelColor\"),o(\"lineEnable\"),o(\"lineMirror\"),a(\"lineWidth\"),u(\"lineColor\"),o(\"lineTickEnable\"),o(\"lineTickMirror\"),a(\"lineTickLength\"),a(\"lineTickWidth\"),u(\"lineTickColor\"),o(\"gridEnable\"),a(\"gridWidth\"),u(\"gridColor\"),o(\"zeroEnable\"),u(\"zeroLineColor\"),a(\"zeroLineWidth\"),o(\"backgroundEnable\"),u(\"backgroundColor\");var g=[{family:this.labelFont[0],style:this.labelFontStyle[0],weight:this.labelFontWeight[0],variant:this.labelFontVariant[0]},{family:this.labelFont[1],style:this.labelFontStyle[1],weight:this.labelFontWeight[1],variant:this.labelFontVariant[1]},{family:this.labelFont[2],style:this.labelFontStyle[2],weight:this.labelFontWeight[2],variant:this.labelFontVariant[2]}],y=[{family:this.tickFont[0],style:this.tickFontStyle[0],weight:this.tickFontWeight[0],variant:this.tickFontVariant[0]},{family:this.tickFont[1],style:this.tickFontStyle[1],weight:this.tickFontWeight[1],variant:this.tickFontVariant[1]},{family:this.tickFont[2],style:this.tickFontStyle[2],weight:this.tickFontWeight[2],variant:this.tickFontVariant[2]}];this._text?this._text&&(v||c)&&this._text.update(this.bounds,this.labels,g,this.ticks,y):this._text=n(this.gl,this.bounds,this.labels,g,this.ticks,y),this._lines&&c&&(this._lines.dispose(),this._lines=null),this._lines||(this._lines=i(this.gl,this.bounds,this.ticks))};var p=[new h,new h,new h];function d(t,e,r,n,i){for(var a=t.primalOffset,o=t.primalMinor,s=t.mirrorOffset,l=t.mirrorMinor,u=n[e],c=0;c<3;++c)if(e!==c){var f=a,h=s,p=o,d=l;u&1<<c&&(f=s,h=a,p=l,d=o),f[c]=r[0][c],h[c]=r[1][c],i[c]>0?(p[c]=-1,d[c]=0):(p[c]=0,d[c]=1)}}var v=[0,0,0],g={model:l,view:l,projection:l,_ortho:!1};f.isOpaque=function(){return!0},f.isTransparent=function(){return!1},f.drawTransparent=function(t){};var y=[0,0,0],m=[0,0,0],x=[0,0,0];f.draw=function(t){t=t||g;for(var e=this.gl,r=t.model||l,n=t.view||l,i=t.projection||l,a=this.bounds,s=t._ortho||!1,c=o(r,n,i,a,s),f=c.cubeEdges,h=c.axis,b=n[12],_=n[13],w=n[14],T=n[15],k=(s?2:1)*this.pixelRatio*(i[3]*b+i[7]*_+i[11]*w+i[15]*T)/e.drawingBufferHeight,A=0;A<3;++A)this.lastCubeProps.cubeEdges[A]=f[A],this.lastCubeProps.axis[A]=h[A];var M=p;for(A=0;A<3;++A)d(p[A],A,this.bounds,f,h);e=this.gl;var S,E,L,C=v;for(A=0;A<3;++A)this.backgroundEnable[A]?C[A]=h[A]:C[A]=0;for(this._background.draw(r,n,i,a,C,this.backgroundColor),this._lines.bind(r,n,i,this),A=0;A<3;++A){var P=[0,0,0];h[A]>0?P[A]=a[1][A]:P[A]=a[0][A];for(var O=0;O<2;++O){var I=(A+1+O)%3,z=(A+1+(1^O))%3;this.gridEnable[I]&&this._lines.drawGrid(I,z,this.bounds,P,this.gridColor[I],this.gridWidth[I]*this.pixelRatio)}for(O=0;O<2;++O)I=(A+1+O)%3,z=(A+1+(1^O))%3,this.zeroEnable[z]&&Math.min(a[0][z],a[1][z])<=0&&Math.max(a[0][z],a[1][z])>=0&&this._lines.drawZero(I,z,this.bounds,P,this.zeroLineColor[z],this.zeroLineWidth[z]*this.pixelRatio)}for(A=0;A<3;++A){this.lineEnable[A]&&this._lines.drawAxisLine(A,this.bounds,M[A].primalOffset,this.lineColor[A],this.lineWidth[A]*this.pixelRatio),this.lineMirror[A]&&this._lines.drawAxisLine(A,this.bounds,M[A].mirrorOffset,this.lineColor[A],this.lineWidth[A]*this.pixelRatio);var D=u(y,M[A].primalMinor),R=u(m,M[A].mirrorMinor),F=this.lineTickLength;for(O=0;O<3;++O){var B=k/r[5*O];D[O]*=F[O]*B,R[O]*=F[O]*B}this.lineTickEnable[A]&&this._lines.drawAxisTicks(A,M[A].primalOffset,D,this.lineTickColor[A],this.lineTickWidth[A]*this.pixelRatio),this.lineTickMirror[A]&&this._lines.drawAxisTicks(A,M[A].mirrorOffset,R,this.lineTickColor[A],this.lineTickWidth[A]*this.pixelRatio)}function N(t){(L=[0,0,0])[t]=1}function j(t,e,r){var n=(t+1)%3,i=(t+2)%3,a=e[n],o=e[i],s=r[n],l=r[i];a>0&&l>0||a>0&&l<0||a<0&&l>0||a<0&&l<0?N(n):(o>0&&s>0||o>0&&s<0||o<0&&s>0||o<0&&s<0)&&N(i)}for(this._lines.unbind(),this._text.bind(r,n,i,this.pixelRatio),A=0;A<3;++A){var U=M[A].primalMinor,V=M[A].mirrorMinor,q=u(x,M[A].primalOffset);for(O=0;O<3;++O)this.lineTickEnable[A]&&(q[O]+=k*U[O]*Math.max(this.lineTickLength[O],0)/r[5*O]);var H=[0,0,0];if(H[A]=1,this.tickEnable[A]){for(-3600===this.tickAngle[A]?(this.tickAngle[A]=0,this.tickAlign[A]=\"auto\"):this.tickAlign[A]=-1,E=1,\"auto\"===(S=[this.tickAlign[A],.5,E])[0]?S[0]=0:S[0]=parseInt(\"\"+S[0]),L=[0,0,0],j(A,U,V),O=0;O<3;++O)q[O]+=k*U[O]*this.tickPad[O]/r[5*O];this._text.drawTicks(A,this.tickSize[A],this.tickAngle[A],q,this.tickColor[A],H,L,S)}if(this.labelEnable[A]){for(E=0,L=[0,0,0],this.labels[A].length>4&&(N(A),E=1),\"auto\"===(S=[this.labelAlign[A],.5,E])[0]?S[0]=0:S[0]=parseInt(\"\"+S[0]),O=0;O<3;++O)q[O]+=k*U[O]*this.labelPad[O]/r[5*O];q[A]+=.5*(a[0][A]+a[1][A]),this._text.drawLabel(A,this.labelSize[A],this.labelAngle[A],q,this.labelColor[A],[0,0,0],L,S)}}this._text.unbind()},f.dispose=function(){this._text.dispose(),this._lines.dispose(),this._background.dispose(),this._lines=null,this._text=null,this._background=null,this.gl=null}},5304:function(t,e,r){\"use strict\";t.exports=function(t){for(var e=[],r=[],s=0,l=0;l<3;++l)for(var u=(l+1)%3,c=(l+2)%3,f=[0,0,0],h=[0,0,0],p=-1;p<=1;p+=2){r.push(s,s+2,s+1,s+1,s+2,s+3),f[l]=p,h[l]=p;for(var d=-1;d<=1;d+=2){f[u]=d;for(var v=-1;v<=1;v+=2)f[c]=v,e.push(f[0],f[1],f[2],h[0],h[1],h[2]),s+=1}var g=u;u=c,c=g}var y=n(t,new Float32Array(e)),m=n(t,new Uint16Array(r),t.ELEMENT_ARRAY_BUFFER),x=i(t,[{buffer:y,type:t.FLOAT,size:3,offset:0,stride:24},{buffer:y,type:t.FLOAT,size:3,offset:12,stride:24}],m),b=a(t);return b.attributes.position.location=0,b.attributes.normal.location=1,new o(t,y,x,b)};var n=r(2762),i=r(8116),a=r(1879).bg;function o(t,e,r,n){this.gl=t,this.buffer=e,this.vao=r,this.shader=n}var s=o.prototype;s.draw=function(t,e,r,n,i,a){for(var o=!1,s=0;s<3;++s)o=o||i[s];if(o){var l=this.gl;l.enable(l.POLYGON_OFFSET_FILL),l.polygonOffset(1,2),this.shader.bind(),this.shader.uniforms={model:t,view:e,projection:r,bounds:n,enable:i,colors:a},this.vao.bind(),this.vao.draw(this.gl.TRIANGLES,36),this.vao.unbind(),l.disable(l.POLYGON_OFFSET_FILL)}},s.dispose=function(){this.vao.dispose(),this.buffer.dispose(),this.shader.dispose()}},6429:function(t,e,r){\"use strict\";t.exports=function(t,e,r,a,p){i(s,e,t),i(s,r,s);for(var m=0,x=0;x<2;++x){c[2]=a[x][2];for(var b=0;b<2;++b){c[1]=a[b][1];for(var _=0;_<2;++_)c[0]=a[_][0],h(l[m],c,s),m+=1}}var w=-1;for(x=0;x<8;++x){for(var T=l[x][3],k=0;k<3;++k)u[x][k]=l[x][k]/T;p&&(u[x][2]*=-1),T<0&&(w<0||u[x][2]<u[w][2])&&(w=x)}if(w<0){w=0;for(var A=0;A<3;++A){for(var M=(A+2)%3,S=(A+1)%3,E=-1,L=-1,C=0;C<2;++C){var P=(I=C<<A)+(C<<M)+(1-C<<S),O=I+(1-C<<M)+(C<<S);o(u[I],u[P],u[O],f)<0||(C?E=1:L=1)}if(E<0||L<0)L>E&&(w|=1<<A);else{for(C=0;C<2;++C){P=(I=C<<A)+(C<<M)+(1-C<<S),O=I+(1-C<<M)+(C<<S);var I,z=d([l[I],l[P],l[O],l[I+(1<<M)+(1<<S)]]);C?E=z:L=z}L>E&&(w|=1<<A)}}}var D=7^w,R=-1;for(x=0;x<8;++x)x!==w&&x!==D&&(R<0||u[R][1]>u[x][1])&&(R=x);var F=-1;for(x=0;x<3;++x)(N=R^1<<x)!==w&&N!==D&&(F<0&&(F=N),(S=u[N])[0]<u[F][0]&&(F=N));var B=-1;for(x=0;x<3;++x){var N;(N=R^1<<x)!==w&&N!==D&&N!==F&&(B<0&&(B=N),(S=u[N])[0]>u[B][0]&&(B=N))}var j=v;j[0]=j[1]=j[2]=0,j[n.log2(F^R)]=R&F,j[n.log2(R^B)]=R&B;var U=7^B;U===w||U===D?(U=7^F,j[n.log2(B^U)]=U&B):j[n.log2(F^U)]=U&F;var V=g,q=w;for(A=0;A<3;++A)V[A]=q&1<<A?-1:1;return y};var n=r(8828),i=r(6760),a=r(5202),o=r(3250),s=new Array(16),l=new Array(8),u=new Array(8),c=new Array(3),f=[0,0,0];function h(t,e,r){for(var n=0;n<4;++n){t[n]=r[12+n];for(var i=0;i<3;++i)t[n]+=e[i]*r[4*i+n]}}!function(){for(var t=0;t<8;++t)l[t]=[1,1,1,1],u[t]=[1,1,1]}();var p=[[0,0,1,0,0],[0,0,-1,1,0],[0,-1,0,1,0],[0,1,0,1,0],[-1,0,0,1,0],[1,0,0,1,0]];function d(t){for(var e=0;e<p.length;++e)if((t=a.positive(t,p[e])).length<3)return 0;var r=t[0],n=r[0]/r[3],i=r[1]/r[3],o=0;for(e=1;e+1<t.length;++e){var s=t[e],l=t[e+1],u=s[0]/s[3]-n,c=s[1]/s[3]-i,f=l[0]/l[3]-n,h=l[1]/l[3]-i;o+=Math.abs(u*h-c*f)}return o}var v=[1,1,1],g=[0,0,0],y={cubeEdges:v,axis:g}},501:function(t,e,r){\"use strict\";t.exports=function(t,e,r){var o=[],s=[0,0,0],l=[0,0,0],u=[0,0,0],c=[0,0,0];o.push(0,0,1,0,1,1,0,0,-1,0,0,-1,0,1,1,0,1,-1);for(var f=0;f<3;++f){for(var h=o.length/3|0,d=0;d<r[f].length;++d){var v=+r[f][d].x;o.push(v,0,1,v,1,1,v,0,-1,v,0,-1,v,1,1,v,1,-1)}var g=o.length/3|0;s[f]=h,l[f]=g-h,h=o.length/3|0;for(var y=0;y<r[f].length;++y)v=+r[f][y].x,o.push(v,0,1,v,1,1,v,0,-1,v,0,-1,v,1,1,v,1,-1);g=o.length/3|0,u[f]=h,c[f]=g-h}var m=n(t,new Float32Array(o)),x=i(t,[{buffer:m,type:t.FLOAT,size:3,stride:0,offset:0}]),b=a(t);return b.attributes.position.location=0,new p(t,m,x,b,l,s,c,u)};var n=r(2762),i=r(8116),a=r(1879).n,o=[0,0,0],s=[0,0,0],l=[0,0,0],u=[0,0,0],c=[1,1];function f(t){return t[0]=t[1]=t[2]=0,t}function h(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t}function p(t,e,r,n,i,a,o,s){this.gl=t,this.vertBuffer=e,this.vao=r,this.shader=n,this.tickCount=i,this.tickOffset=a,this.gridCount=o,this.gridOffset=s}var d=p.prototype;d.bind=function(t,e,r){this.shader.bind(),this.shader.uniforms.model=t,this.shader.uniforms.view=e,this.shader.uniforms.projection=r,c[0]=this.gl.drawingBufferWidth,c[1]=this.gl.drawingBufferHeight,this.shader.uniforms.screenShape=c,this.vao.bind()},d.unbind=function(){this.vao.unbind()},d.drawAxisLine=function(t,e,r,n,i){var a=f(s);this.shader.uniforms.majorAxis=s,a[t]=e[1][t]-e[0][t],this.shader.uniforms.minorAxis=a;var o,c=h(u,r);c[t]+=e[0][t],this.shader.uniforms.offset=c,this.shader.uniforms.lineWidth=i,this.shader.uniforms.color=n,(o=f(l))[(t+2)%3]=1,this.shader.uniforms.screenAxis=o,this.vao.draw(this.gl.TRIANGLES,6),(o=f(l))[(t+1)%3]=1,this.shader.uniforms.screenAxis=o,this.vao.draw(this.gl.TRIANGLES,6)},d.drawAxisTicks=function(t,e,r,n,i){if(this.tickCount[t]){var a=f(o);a[t]=1,this.shader.uniforms.majorAxis=a,this.shader.uniforms.offset=e,this.shader.uniforms.minorAxis=r,this.shader.uniforms.color=n,this.shader.uniforms.lineWidth=i;var s=f(l);s[t]=1,this.shader.uniforms.screenAxis=s,this.vao.draw(this.gl.TRIANGLES,this.tickCount[t],this.tickOffset[t])}},d.drawGrid=function(t,e,r,n,i,a){if(this.gridCount[t]){var c=f(s);c[e]=r[1][e]-r[0][e],this.shader.uniforms.minorAxis=c;var p=h(u,n);p[e]+=r[0][e],this.shader.uniforms.offset=p;var d=f(o);d[t]=1,this.shader.uniforms.majorAxis=d;var v=f(l);v[t]=1,this.shader.uniforms.screenAxis=v,this.shader.uniforms.lineWidth=a,this.shader.uniforms.color=i,this.vao.draw(this.gl.TRIANGLES,this.gridCount[t],this.gridOffset[t])}},d.drawZero=function(t,e,r,n,i,a){var o=f(s);this.shader.uniforms.majorAxis=o,o[t]=r[1][t]-r[0][t],this.shader.uniforms.minorAxis=o;var c=h(u,n);c[t]+=r[0][t],this.shader.uniforms.offset=c;var p=f(l);p[e]=1,this.shader.uniforms.screenAxis=p,this.shader.uniforms.lineWidth=a,this.shader.uniforms.color=i,this.vao.draw(this.gl.TRIANGLES,6)},d.dispose=function(){this.vao.dispose(),this.vertBuffer.dispose(),this.shader.dispose()}},1879:function(t,e,r){\"use strict\";var n=r(3236),i=r(9405),a=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 offset, majorAxis, minorAxis, screenAxis;\\nuniform float lineWidth;\\nuniform vec2 screenShape;\\n\\nvec3 project(vec3 p) {\\n  vec4 pp = projection * view * model * vec4(p, 1.0);\\n  return pp.xyz / max(pp.w, 0.0001);\\n}\\n\\nvoid main() {\\n  vec3 major = position.x * majorAxis;\\n  vec3 minor = position.y * minorAxis;\\n\\n  vec3 vPosition = major + minor + offset;\\n  vec3 pPosition = project(vPosition);\\n  vec3 offset = project(vPosition + screenAxis * position.z);\\n\\n  vec2 screen = normalize((offset - pPosition).xy * screenShape) / screenShape;\\n\\n  gl_Position = vec4(pPosition + vec3(0.5 * screen * lineWidth, 0), 1.0);\\n}\\n\"]),o=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform vec4 color;\\nvoid main() {\\n  gl_FragColor = color;\\n}\"]);e.n=function(t){return i(t,a,o,null,[{name:\"position\",type:\"vec3\"}])};var s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 offset, axis, alignDir, alignOpt;\\nuniform float scale, angle, pixelScale;\\nuniform vec2 resolution;\\n\\nvec3 project(vec3 p) {\\n  vec4 pp = projection * view * model * vec4(p, 1.0);\\n  return pp.xyz / max(pp.w, 0.0001);\\n}\\n\\nfloat computeViewAngle(vec3 a, vec3 b) {\\n  vec3 A = project(a);\\n  vec3 B = project(b);\\n\\n  return atan(\\n    (B.y - A.y) * resolution.y,\\n    (B.x - A.x) * resolution.x\\n  );\\n}\\n\\nconst float PI = 3.141592;\\nconst float TWO_PI = 2.0 * PI;\\nconst float HALF_PI = 0.5 * PI;\\nconst float ONE_AND_HALF_PI = 1.5 * PI;\\n\\nint option = int(floor(alignOpt.x + 0.001));\\nfloat hv_ratio =       alignOpt.y;\\nbool enableAlign =    (alignOpt.z != 0.0);\\n\\nfloat mod_angle(float a) {\\n  return mod(a, PI);\\n}\\n\\nfloat positive_angle(float a) {\\n  return mod_angle((a < 0.0) ?\\n    a + TWO_PI :\\n    a\\n  );\\n}\\n\\nfloat look_upwards(float a) {\\n  float b = positive_angle(a);\\n  return ((b > HALF_PI) && (b <= ONE_AND_HALF_PI)) ?\\n    b - PI :\\n    b;\\n}\\n\\nfloat look_horizontal_or_vertical(float a, float ratio) {\\n  // ratio controls the ratio between being horizontal to (vertical + horizontal)\\n  // if ratio is set to 0.5 then it is 50%, 50%.\\n  // when using a higher ratio e.g. 0.75 the result would\\n  // likely be more horizontal than vertical.\\n\\n  float b = positive_angle(a);\\n\\n  return\\n    (b < (      ratio) * HALF_PI) ? 0.0 :\\n    (b < (2.0 - ratio) * HALF_PI) ? -HALF_PI :\\n    (b < (2.0 + ratio) * HALF_PI) ? 0.0 :\\n    (b < (4.0 - ratio) * HALF_PI) ? HALF_PI :\\n                                    0.0;\\n}\\n\\nfloat roundTo(float a, float b) {\\n  return float(b * floor((a + 0.5 * b) / b));\\n}\\n\\nfloat look_round_n_directions(float a, int n) {\\n  float b = positive_angle(a);\\n  float div = TWO_PI / float(n);\\n  float c = roundTo(b, div);\\n  return look_upwards(c);\\n}\\n\\nfloat applyAlignOption(float rawAngle, float delta) {\\n  return\\n    (option >  2) ? look_round_n_directions(rawAngle + delta, option) :       // option 3-n: round to n directions\\n    (option == 2) ? look_horizontal_or_vertical(rawAngle + delta, hv_ratio) : // horizontal or vertical\\n    (option == 1) ? rawAngle + delta :       // use free angle, and flip to align with one direction of the axis\\n    (option == 0) ? look_upwards(rawAngle) : // use free angle, and stay upwards\\n    (option ==-1) ? 0.0 :                    // useful for backward compatibility, all texts remains horizontal\\n                    rawAngle;                // otherwise return back raw input angle\\n}\\n\\nbool isAxisTitle = (axis.x == 0.0) &&\\n                   (axis.y == 0.0) &&\\n                   (axis.z == 0.0);\\n\\nvoid main() {\\n  //Compute world offset\\n  float axisDistance = position.z;\\n  vec3 dataPosition = axisDistance * axis + offset;\\n\\n  float beta = angle; // i.e. user defined attributes for each tick\\n\\n  float axisAngle;\\n  float clipAngle;\\n  float flip;\\n\\n  if (enableAlign) {\\n    axisAngle = (isAxisTitle) ? HALF_PI :\\n                      computeViewAngle(dataPosition, dataPosition + axis);\\n    clipAngle = computeViewAngle(dataPosition, dataPosition + alignDir);\\n\\n    axisAngle += (sin(axisAngle) < 0.0) ? PI : 0.0;\\n    clipAngle += (sin(clipAngle) < 0.0) ? PI : 0.0;\\n\\n    flip = (dot(vec2(cos(axisAngle), sin(axisAngle)),\\n                vec2(sin(clipAngle),-cos(clipAngle))) > 0.0) ? 1.0 : 0.0;\\n\\n    beta += applyAlignOption(clipAngle, flip * PI);\\n  }\\n\\n  //Compute plane offset\\n  vec2 planeCoord = position.xy * pixelScale;\\n\\n  mat2 planeXform = scale * mat2(\\n     cos(beta), sin(beta),\\n    -sin(beta), cos(beta)\\n  );\\n\\n  vec2 viewOffset = 2.0 * planeXform * planeCoord / resolution;\\n\\n  //Compute clip position\\n  vec3 clipPosition = project(dataPosition);\\n\\n  //Apply text offset in clip coordinates\\n  clipPosition += vec3(viewOffset, 0.0);\\n\\n  //Done\\n  gl_Position = vec4(clipPosition, 1.0);\\n}\"]),l=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform vec4 color;\\nvoid main() {\\n  gl_FragColor = color;\\n}\"]);e.Q=function(t){return i(t,s,l,null,[{name:\"position\",type:\"vec3\"}])};var u=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\nattribute vec3 normal;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 enable;\\nuniform vec3 bounds[2];\\n\\nvarying vec3 colorChannel;\\n\\nvoid main() {\\n\\n  vec3 signAxis = sign(bounds[1] - bounds[0]);\\n\\n  vec3 realNormal = signAxis * normal;\\n\\n  if(dot(realNormal, enable) > 0.0) {\\n    vec3 minRange = min(bounds[0], bounds[1]);\\n    vec3 maxRange = max(bounds[0], bounds[1]);\\n    vec3 nPosition = mix(minRange, maxRange, 0.5 * (position + 1.0));\\n    gl_Position = projection * view * model * vec4(nPosition, 1.0);\\n  } else {\\n    gl_Position = vec4(0,0,0,0);\\n  }\\n\\n  colorChannel = abs(realNormal);\\n}\"]),c=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform vec4 colors[3];\\n\\nvarying vec3 colorChannel;\\n\\nvoid main() {\\n  gl_FragColor = colorChannel.x * colors[0] +\\n                 colorChannel.y * colors[1] +\\n                 colorChannel.z * colors[2];\\n}\"]);e.bg=function(t){return i(t,u,c,null,[{name:\"position\",type:\"vec3\"},{name:\"normal\",type:\"vec3\"}])}},4935:function(t,e,r){\"use strict\";t.exports=function(t,e,r,n,o,l){var u=i(t),f=a(t,[{buffer:u,size:3}]),h=s(t);h.attributes.position.location=0;var p=new c(t,h,u,f);return p.update(e,r,n,o,l),p};var i=r(2762),a=r(8116),o=r(4359),s=r(1879).Q,l=window||n.global||{},u=l.__TEXT_CACHE||{};function c(t,e,r,n){this.gl=t,this.shader=e,this.buffer=r,this.vao=n,this.tickOffset=this.tickCount=this.labelOffset=this.labelCount=null}l.__TEXT_CACHE={};var f=c.prototype,h=[0,0];f.bind=function(t,e,r,n){this.vao.bind(),this.shader.bind();var i=this.shader.uniforms;i.model=t,i.view=e,i.projection=r,i.pixelScale=n,h[0]=this.gl.drawingBufferWidth,h[1]=this.gl.drawingBufferHeight,this.shader.uniforms.resolution=h},f.unbind=function(){this.vao.unbind()},f.update=function(t,e,r,n,i){var a=[];function s(t,e,r,n,i,s){var l=[r.style,r.weight,r.variant,r.family].join(\"_\"),c=u[l];c||(c=u[l]={});var f=c[e];f||(f=c[e]=function(t,e){try{return o(t,e)}catch(e){return console.warn('error vectorizing text:\"'+t+'\" error:',e),{cells:[],positions:[]}}}(e,{triangles:!0,font:r.family,fontStyle:r.style,fontWeight:r.weight,fontVariant:r.variant,textAlign:\"center\",textBaseline:\"middle\",lineSpacing:i,styletags:s}));for(var h=(n||12)/12,p=f.positions,d=f.cells,v=0,g=d.length;v<g;++v)for(var y=d[v],m=2;m>=0;--m){var x=p[y[m]];a.push(h*x[0],-h*x[1],t)}}for(var l=[0,0,0],c=[0,0,0],f=[0,0,0],h=[0,0,0],p={breaklines:!0,bolds:!0,italics:!0,subscripts:!0,superscripts:!0},d=0;d<3;++d){f[d]=a.length/3|0,s(.5*(t[0][d]+t[1][d]),e[d],r[d],12,1.25,p),h[d]=(a.length/3|0)-f[d],l[d]=a.length/3|0;for(var v=0;v<n[d].length;++v)if(n[d][v].text){var g={family:n[d][v].font||i[d].family,style:i[d].fontStyle||i[d].style,weight:i[d].fontWeight||i[d].weight,variant:i[d].fontVariant||i[d].variant};s(n[d][v].x,n[d][v].text,g,n[d][v].fontSize||12,1.25,p)}c[d]=(a.length/3|0)-l[d]}this.buffer.update(a),this.tickOffset=l,this.tickCount=c,this.labelOffset=f,this.labelCount=h},f.drawTicks=function(t,e,r,n,i,a,o,s){this.tickCount[t]&&(this.shader.uniforms.axis=a,this.shader.uniforms.color=i,this.shader.uniforms.angle=r,this.shader.uniforms.scale=e,this.shader.uniforms.offset=n,this.shader.uniforms.alignDir=o,this.shader.uniforms.alignOpt=s,this.vao.draw(this.gl.TRIANGLES,this.tickCount[t],this.tickOffset[t]))},f.drawLabel=function(t,e,r,n,i,a,o,s){this.labelCount[t]&&(this.shader.uniforms.axis=a,this.shader.uniforms.color=i,this.shader.uniforms.angle=r,this.shader.uniforms.scale=e,this.shader.uniforms.offset=n,this.shader.uniforms.alignDir=o,this.shader.uniforms.alignOpt=s,this.vao.draw(this.gl.TRIANGLES,this.labelCount[t],this.labelOffset[t]))},f.dispose=function(){this.shader.dispose(),this.vao.dispose(),this.buffer.dispose()}},6444:function(t,e){\"use strict\";function r(t,e){var r=t+\"\",n=r.indexOf(\".\"),i=0;n>=0&&(i=r.length-n-1);var a=Math.pow(10,i),o=Math.round(t*e*a),s=o+\"\";if(s.indexOf(\"e\")>=0)return s;var l=o/a,u=o%a;o<0?(l=0|-Math.ceil(l),u=0|-u):(l=0|Math.floor(l),u|=0);var c=\"\"+l;if(o<0&&(c=\"-\"+c),i){for(var f=\"\"+u;f.length<i;)f=\"0\"+f;return c+\".\"+f}return c}e.create=function(t,e){for(var n=[],i=0;i<3;++i){for(var a=[],o=(t[0][i],t[1][i],0);o*e[i]<=t[1][i];++o)a.push({x:o*e[i],text:r(e[i],o)});for(o=-1;o*e[i]>=t[0][i];--o)a.push({x:o*e[i],text:r(e[i],o)});n.push(a)}return n},e.equal=function(t,e){for(var r=0;r<3;++r){if(t[r].length!==e[r].length)return!1;for(var n=0;n<t[r].length;++n){var i=t[r][n],a=e[r][n];if(i.x!==a.x||i.text!==a.text||i.font!==a.font||i.fontColor!==a.fontColor||i.fontSize!==a.fontSize||i.dx!==a.dx||i.dy!==a.dy)return!1}}return!0}},5445:function(t,e,r){\"use strict\";t.exports=function(t,e,r,l,f){var h=e.model||u,p=e.view||u,y=e.projection||u,m=e._ortho||!1,x=t.bounds,b=(f=f||a(h,p,y,x,m)).axis;o(c,p,h),o(c,y,c);for(var _=v,w=0;w<3;++w)_[w].lo=1/0,_[w].hi=-1/0,_[w].pixelsPerDataUnit=1/0;var T=n(s(c,c));s(c,c);for(var k=0;k<3;++k){var A=(k+1)%3,M=(k+2)%3,S=g;t:for(w=0;w<2;++w){var E=[];if(b[k]<0!=!!w){S[k]=x[w][k];for(var L=0;L<2;++L){S[A]=x[L^w][A];for(var C=0;C<2;++C)S[M]=x[C^L^w][M],E.push(S.slice())}var P=m?5:4;for(L=P;L===P;++L){if(0===E.length)continue t;E=i.positive(E,T[L])}for(L=0;L<E.length;++L){M=E[L];var O=d(g,c,M,r,l);for(C=0;C<3;++C)_[C].lo=Math.min(_[C].lo,M[C]),_[C].hi=Math.max(_[C].hi,M[C]),C!==k&&(_[C].pixelsPerDataUnit=Math.min(_[C].pixelsPerDataUnit,Math.abs(O[C])))}}}}return _};var n=r(5033),i=r(5202),a=r(6429),o=r(6760),s=r(5665),l=r(5352),u=new Float32Array([1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1]),c=new Float32Array(16);function f(t,e,r){this.lo=t,this.hi=e,this.pixelsPerDataUnit=r}var h=[0,0,0,1],p=[0,0,0,1];function d(t,e,r,n,i){for(var a=0;a<3;++a){for(var o=h,s=p,u=0;u<3;++u)s[u]=o[u]=r[u];s[3]=o[3]=1,s[a]+=1,l(s,s,e),s[3]<0&&(t[a]=1/0),o[a]-=1,l(o,o,e),o[3]<0&&(t[a]=1/0);var c=(o[0]/o[3]-s[0]/s[3])*n,f=(o[1]/o[3]-s[1]/s[3])*i;t[a]=.25*Math.sqrt(c*c+f*f)}return t}var v=[new f(1/0,-1/0,1/0),new f(1/0,-1/0,1/0),new f(1/0,-1/0,1/0)],g=[0,0,0]},2762:function(t,e,r){\"use strict\";var n=r(1888),i=r(5298),a=r(9618),o=[\"uint8\",\"uint8_clamped\",\"uint16\",\"uint32\",\"int8\",\"int16\",\"int32\",\"float32\"];function s(t,e,r,n,i){this.gl=t,this.type=e,this.handle=r,this.length=n,this.usage=i}var l=s.prototype;function u(t,e,r,n,i,a){var o=i.length*i.BYTES_PER_ELEMENT;if(a<0)return t.bufferData(e,i,n),o;if(o+a>r)throw new Error(\"gl-buffer: If resizing buffer, must not specify offset\");return t.bufferSubData(e,a,i),r}function c(t,e){for(var r=n.malloc(t.length,e),i=t.length,a=0;a<i;++a)r[a]=t[a];return r}l.bind=function(){this.gl.bindBuffer(this.type,this.handle)},l.unbind=function(){this.gl.bindBuffer(this.type,null)},l.dispose=function(){this.gl.deleteBuffer(this.handle)},l.update=function(t,e){if(\"number\"!=typeof e&&(e=-1),this.bind(),\"object\"==typeof t&&void 0!==t.shape){var r=t.dtype;if(o.indexOf(r)<0&&(r=\"float32\"),this.type===this.gl.ELEMENT_ARRAY_BUFFER&&(r=gl.getExtension(\"OES_element_index_uint\")&&\"uint16\"!==r?\"uint32\":\"uint16\"),r===t.dtype&&function(t,e){for(var r=1,n=e.length-1;n>=0;--n){if(e[n]!==r)return!1;r*=t[n]}return!0}(t.shape,t.stride))0===t.offset&&t.data.length===t.shape[0]?this.length=u(this.gl,this.type,this.length,this.usage,t.data,e):this.length=u(this.gl,this.type,this.length,this.usage,t.data.subarray(t.offset,t.shape[0]),e);else{var s=n.malloc(t.size,r),l=a(s,t.shape);i.assign(l,t),this.length=u(this.gl,this.type,this.length,this.usage,e<0?s:s.subarray(0,t.size),e),n.free(s)}}else if(Array.isArray(t)){var f;f=this.type===this.gl.ELEMENT_ARRAY_BUFFER?c(t,\"uint16\"):c(t,\"float32\"),this.length=u(this.gl,this.type,this.length,this.usage,e<0?f:f.subarray(0,t.length),e),n.free(f)}else if(\"object\"==typeof t&&\"number\"==typeof t.length)this.length=u(this.gl,this.type,this.length,this.usage,t,e);else{if(\"number\"!=typeof t&&void 0!==t)throw new Error(\"gl-buffer: Invalid data type\");if(e>=0)throw new Error(\"gl-buffer: Cannot specify offset when resizing buffer\");(t|=0)<=0&&(t=1),this.gl.bufferData(this.type,0|t,this.usage),this.length=t}},t.exports=function(t,e,r,n){if(r=r||t.ARRAY_BUFFER,n=n||t.DYNAMIC_DRAW,r!==t.ARRAY_BUFFER&&r!==t.ELEMENT_ARRAY_BUFFER)throw new Error(\"gl-buffer: Invalid type for webgl buffer, must be either gl.ARRAY_BUFFER or gl.ELEMENT_ARRAY_BUFFER\");if(n!==t.DYNAMIC_DRAW&&n!==t.STATIC_DRAW&&n!==t.STREAM_DRAW)throw new Error(\"gl-buffer: Invalid usage for buffer, must be either gl.DYNAMIC_DRAW, gl.STATIC_DRAW or gl.STREAM_DRAW\");var i=t.createBuffer(),a=new s(t,r,i,0,n);return a.update(e),a}},6405:function(t,e,r){\"use strict\";var n=r(2931);t.exports=function(t,e){var r=t.positions,i=t.vectors,a={positions:[],vertexIntensity:[],vertexIntensityBounds:t.vertexIntensityBounds,vectors:[],cells:[],coneOffset:t.coneOffset,colormap:t.colormap};if(0===t.positions.length)return e&&(e[0]=[0,0,0],e[1]=[0,0,0]),a;for(var o=0,s=1/0,l=-1/0,u=1/0,c=-1/0,f=1/0,h=-1/0,p=null,d=null,v=[],g=1/0,y=!1,m=\"raw\"===t.coneSizemode,x=0;x<r.length;x++){var b=r[x];s=Math.min(b[0],s),l=Math.max(b[0],l),u=Math.min(b[1],u),c=Math.max(b[1],c),f=Math.min(b[2],f),h=Math.max(b[2],h);var _=i[x];if(n.length(_)>o&&(o=n.length(_)),x&&!m){var w=2*n.distance(p,b)/(n.length(d)+n.length(_));w?(g=Math.min(g,w),y=!1):y=!0}y||(p=b,d=_),v.push(_)}var T=[s,u,f],k=[l,c,h];e&&(e[0]=T,e[1]=k),0===o&&(o=1);var A=1/o;isFinite(g)||(g=1),a.vectorScale=g;var M=t.coneSize||(m?1:.5);t.absoluteConeSize&&(M=t.absoluteConeSize*A),a.coneScale=M,x=0;for(var S=0;x<r.length;x++)for(var E=(b=r[x])[0],L=b[1],C=b[2],P=v[x],O=n.length(P)*A,I=0;I<8;I++){a.positions.push([E,L,C,S++]),a.positions.push([E,L,C,S++]),a.positions.push([E,L,C,S++]),a.positions.push([E,L,C,S++]),a.positions.push([E,L,C,S++]),a.positions.push([E,L,C,S++]),a.vectors.push(P),a.vectors.push(P),a.vectors.push(P),a.vectors.push(P),a.vectors.push(P),a.vectors.push(P),a.vertexIntensity.push(O,O,O),a.vertexIntensity.push(O,O,O);var z=a.positions.length;a.cells.push([z-6,z-5,z-4],[z-3,z-2,z-1])}return a};var i=r(614);t.exports.createMesh=r(9060),t.exports.createConeMesh=function(e,r){return t.exports.createMesh(e,r,{shaders:i,traceType:\"cone\"})}},9060:function(t,e,r){\"use strict\";var n=r(9405),i=r(2762),a=r(8116),o=r(7766),s=r(6760),l=r(7608),u=r(9618),c=r(6729),f=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function h(t,e,r,n,i,a,o,s,l,u,c){this.gl=t,this.pixelRatio=1,this.cells=[],this.positions=[],this.intensity=[],this.texture=e,this.dirty=!0,this.triShader=r,this.pickShader=n,this.trianglePositions=i,this.triangleVectors=a,this.triangleColors=s,this.triangleUVs=l,this.triangleIds=o,this.triangleVAO=u,this.triangleCount=0,this.pickId=1,this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.lightPosition=[1e5,1e5,0],this.ambientLight=.8,this.diffuseLight=.8,this.specularLight=2,this.roughness=.5,this.fresnel=1.5,this.opacity=1,this.traceType=c,this.tubeScale=1,this.coneScale=2,this.vectorScale=1,this.coneOffset=.25,this._model=f,this._view=f,this._projection=f,this._resolution=[1,1]}var p=h.prototype;p.isOpaque=function(){return this.opacity>=1},p.isTransparent=function(){return this.opacity<1},p.pickSlots=1,p.setPickBase=function(t){this.pickId=t},p.update=function(t){t=t||{};var e=this.gl;this.dirty=!0,\"lightPosition\"in t&&(this.lightPosition=t.lightPosition),\"opacity\"in t&&(this.opacity=t.opacity),\"ambient\"in t&&(this.ambientLight=t.ambient),\"diffuse\"in t&&(this.diffuseLight=t.diffuse),\"specular\"in t&&(this.specularLight=t.specular),\"roughness\"in t&&(this.roughness=t.roughness),\"fresnel\"in t&&(this.fresnel=t.fresnel),void 0!==t.tubeScale&&(this.tubeScale=t.tubeScale),void 0!==t.vectorScale&&(this.vectorScale=t.vectorScale),void 0!==t.coneScale&&(this.coneScale=t.coneScale),void 0!==t.coneOffset&&(this.coneOffset=t.coneOffset),t.colormap&&(this.texture.shape=[256,256],this.texture.minFilter=e.LINEAR_MIPMAP_LINEAR,this.texture.magFilter=e.LINEAR,this.texture.setPixels(function(t){for(var e=c({colormap:t,nshades:256,format:\"rgba\"}),r=new Uint8Array(1024),n=0;n<256;++n){for(var i=e[n],a=0;a<3;++a)r[4*n+a]=i[a];r[4*n+3]=255*i[3]}return u(r,[256,256,4],[4,0,1])}(t.colormap)),this.texture.generateMipmap());var r=t.cells,n=t.positions,i=t.vectors;if(n&&r&&i){var a=[],o=[],s=[],l=[],f=[];this.cells=r,this.positions=n,this.vectors=i;var h=t.meshColor||[1,1,1,1],p=t.vertexIntensity,d=1/0,v=-1/0;if(p)if(t.vertexIntensityBounds)d=+t.vertexIntensityBounds[0],v=+t.vertexIntensityBounds[1];else for(var g=0;g<p.length;++g){var y=p[g];d=Math.min(d,y),v=Math.max(v,y)}else for(g=0;g<n.length;++g)y=n[g][2],d=Math.min(d,y),v=Math.max(v,y);for(this.intensity=p||function(t){for(var e=t.length,r=new Array(e),n=0;n<e;++n)r[n]=t[n][2];return r}(n),this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],g=0;g<n.length;++g)for(var m=n[g],x=0;x<3;++x)!isNaN(m[x])&&isFinite(m[x])&&(this.bounds[0][x]=Math.min(this.bounds[0][x],m[x]),this.bounds[1][x]=Math.max(this.bounds[1][x],m[x]));var b=0;t:for(g=0;g<r.length;++g){var _=r[g];if(3===_.length){for(x=0;x<3;++x){m=n[T=_[x]];for(var w=0;w<3;++w)if(isNaN(m[w])||!isFinite(m[w]))continue t}for(x=0;x<3;++x){var T;m=n[T=_[2-x]],a.push(m[0],m[1],m[2],m[3]);var k=i[T];o.push(k[0],k[1],k[2],k[3]||0);var A,M=h;3===M.length?s.push(M[0],M[1],M[2],1):s.push(M[0],M[1],M[2],M[3]),A=p?[(p[T]-d)/(v-d),0]:[(m[2]-d)/(v-d),0],l.push(A[0],A[1]),f.push(g)}b+=1}}this.triangleCount=b,this.trianglePositions.update(a),this.triangleVectors.update(o),this.triangleColors.update(s),this.triangleUVs.update(l),this.triangleIds.update(new Uint32Array(f))}},p.drawTransparent=p.draw=function(t){t=t||{};for(var e=this.gl,r=t.model||f,n=t.view||f,i=t.projection||f,a=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o<3;++o)a[0][o]=Math.max(a[0][o],this.clipBounds[0][o]),a[1][o]=Math.min(a[1][o],this.clipBounds[1][o]);var u={model:r,view:n,projection:i,inverseModel:f.slice(),clipBounds:a,kambient:this.ambientLight,kdiffuse:this.diffuseLight,kspecular:this.specularLight,roughness:this.roughness,fresnel:this.fresnel,eyePosition:[0,0,0],lightPosition:[0,0,0],opacity:this.opacity,tubeScale:this.tubeScale,vectorScale:this.vectorScale,coneScale:this.coneScale,coneOffset:this.coneOffset,texture:0};u.inverseModel=l(u.inverseModel,u.model),e.disable(e.CULL_FACE),this.texture.bind(0);var c=new Array(16);for(s(c,u.view,u.model),s(c,u.projection,c),l(c,c),o=0;o<3;++o)u.eyePosition[o]=c[12+o]/c[15];var h=c[15];for(o=0;o<3;++o)h+=this.lightPosition[o]*c[4*o+3];for(o=0;o<3;++o){for(var p=c[12+o],d=0;d<3;++d)p+=c[4*d+o]*this.lightPosition[d];u.lightPosition[o]=p/h}if(this.triangleCount>0){var v=this.triShader;v.bind(),v.uniforms=u,this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind()}},p.drawPick=function(t){t=t||{};for(var e=this.gl,r=t.model||f,n=t.view||f,i=t.projection||f,a=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o<3;++o)a[0][o]=Math.max(a[0][o],this.clipBounds[0][o]),a[1][o]=Math.min(a[1][o],this.clipBounds[1][o]);this._model=[].slice.call(r),this._view=[].slice.call(n),this._projection=[].slice.call(i),this._resolution=[e.drawingBufferWidth,e.drawingBufferHeight];var s={model:r,view:n,projection:i,clipBounds:a,tubeScale:this.tubeScale,vectorScale:this.vectorScale,coneScale:this.coneScale,coneOffset:this.coneOffset,pickId:this.pickId/255},l=this.pickShader;l.bind(),l.uniforms=s,this.triangleCount>0&&(this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind())},p.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;var e=t.value[0]+256*t.value[1]+65536*t.value[2],r=this.cells[e],n=this.positions[r[1]].slice(0,3),i={position:n,dataCoordinate:n,index:Math.floor(r[1]/48)};return\"cone\"===this.traceType?i.index=Math.floor(r[1]/48):\"streamtube\"===this.traceType&&(i.intensity=this.intensity[r[1]],i.velocity=this.vectors[r[1]].slice(0,3),i.divergence=this.vectors[r[1]][3],i.index=e),i},p.dispose=function(){this.texture.dispose(),this.triShader.dispose(),this.pickShader.dispose(),this.triangleVAO.dispose(),this.trianglePositions.dispose(),this.triangleVectors.dispose(),this.triangleColors.dispose(),this.triangleUVs.dispose(),this.triangleIds.dispose()},t.exports=function(t,e,r){var s=r.shaders;1===arguments.length&&(t=(e=t).gl);var l=function(t,e){var r=n(t,e.meshShader.vertex,e.meshShader.fragment,null,e.meshShader.attributes);return r.attributes.position.location=0,r.attributes.color.location=2,r.attributes.uv.location=3,r.attributes.vector.location=4,r}(t,s),c=function(t,e){var r=n(t,e.pickShader.vertex,e.pickShader.fragment,null,e.pickShader.attributes);return r.attributes.position.location=0,r.attributes.id.location=1,r.attributes.vector.location=4,r}(t,s),f=o(t,u(new Uint8Array([255,255,255,255]),[1,1,4]));f.generateMipmap(),f.minFilter=t.LINEAR_MIPMAP_LINEAR,f.magFilter=t.LINEAR;var p=i(t),d=i(t),v=i(t),g=i(t),y=i(t),m=new h(t,f,l,c,p,d,y,v,g,a(t,[{buffer:p,type:t.FLOAT,size:4},{buffer:y,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:v,type:t.FLOAT,size:4},{buffer:g,type:t.FLOAT,size:2},{buffer:d,type:t.FLOAT,size:4}]),r.traceType||\"cone\");return m.update(e),m}},614:function(t,e,r){var n=r(3236),i=n([\"precision highp float;\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nvec3 getOrthogonalVector(vec3 v) {\\n  // Return up-vector for only-z vector.\\n  // Return ax + by + cz = 0, a point that lies on the plane that has v as a normal and that isn't (0,0,0).\\n  // From the above if-statement we have ||a|| > 0  U  ||b|| > 0.\\n  // Assign z = 0, x = -b, y = a:\\n  // a*-b + b*a + c*0 = -ba + ba + 0 = 0\\n  if (v.x*v.x > v.z*v.z || v.y*v.y > v.z*v.z) {\\n    return normalize(vec3(-v.y, v.x, 0.0));\\n  } else {\\n    return normalize(vec3(0.0, v.z, -v.y));\\n  }\\n}\\n\\n// Calculate the cone vertex and normal at the given index.\\n//\\n// The returned vertex is for a cone with its top at origin and height of 1.0,\\n// pointing in the direction of the vector attribute.\\n//\\n// Each cone is made up of a top vertex, a center base vertex and base perimeter vertices.\\n// These vertices are used to make up the triangles of the cone by the following:\\n//   segment + 0 top vertex\\n//   segment + 1 perimeter vertex a+1\\n//   segment + 2 perimeter vertex a\\n//   segment + 3 center base vertex\\n//   segment + 4 perimeter vertex a\\n//   segment + 5 perimeter vertex a+1\\n// Where segment is the number of the radial segment * 6 and a is the angle at that radial segment.\\n// To go from index to segment, floor(index / 6)\\n// To go from segment to angle, 2*pi * (segment/segmentCount)\\n// To go from index to segment index, index - (segment*6)\\n//\\nvec3 getConePosition(vec3 d, float rawIndex, float coneOffset, out vec3 normal) {\\n\\n  const float segmentCount = 8.0;\\n\\n  float index = rawIndex - floor(rawIndex /\\n    (segmentCount * 6.0)) *\\n    (segmentCount * 6.0);\\n\\n  float segment = floor(0.001 + index/6.0);\\n  float segmentIndex = index - (segment*6.0);\\n\\n  normal = -normalize(d);\\n\\n  if (segmentIndex > 2.99 && segmentIndex < 3.01) {\\n    return mix(vec3(0.0), -d, coneOffset);\\n  }\\n\\n  float nextAngle = (\\n    (segmentIndex > 0.99 &&  segmentIndex < 1.01) ||\\n    (segmentIndex > 4.99 &&  segmentIndex < 5.01)\\n  ) ? 1.0 : 0.0;\\n  float angle = 2.0 * 3.14159 * ((segment + nextAngle) / segmentCount);\\n\\n  vec3 v1 = mix(d, vec3(0.0), coneOffset);\\n  vec3 v2 = v1 - d;\\n\\n  vec3 u = getOrthogonalVector(d);\\n  vec3 v = normalize(cross(u, d));\\n\\n  vec3 x = u * cos(angle) * length(d)*0.25;\\n  vec3 y = v * sin(angle) * length(d)*0.25;\\n  vec3 v3 = v2 + x + y;\\n  if (segmentIndex < 3.0) {\\n    vec3 tx = u * sin(angle);\\n    vec3 ty = v * -cos(angle);\\n    vec3 tangent = tx + ty;\\n    normal = normalize(cross(v3 - v1, tangent));\\n  }\\n\\n  if (segmentIndex == 0.0) {\\n    return mix(d, vec3(0.0), coneOffset);\\n  }\\n  return v3;\\n}\\n\\nattribute vec3 vector;\\nattribute vec4 color, position;\\nattribute vec2 uv;\\n\\nuniform float vectorScale, coneScale, coneOffset;\\nuniform mat4 model, view, projection, inverseModel;\\nuniform vec3 eyePosition, lightPosition;\\n\\nvarying vec3 f_normal, f_lightDirection, f_eyeDirection, f_data, f_position;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  // Scale the vector magnitude to stay constant with\\n  // model & view changes.\\n  vec3 normal;\\n  vec3 XYZ = getConePosition(mat3(model) * ((vectorScale * coneScale) * vector), position.w, coneOffset, normal);\\n  vec4 conePosition = model * vec4(position.xyz, 1.0) + vec4(XYZ, 0.0);\\n\\n  //Lighting geometry parameters\\n  vec4 cameraCoordinate = view * conePosition;\\n  cameraCoordinate.xyz /= cameraCoordinate.w;\\n  f_lightDirection = lightPosition - cameraCoordinate.xyz;\\n  f_eyeDirection   = eyePosition - cameraCoordinate.xyz;\\n  f_normal = normalize((vec4(normal, 0.0) * inverseModel).xyz);\\n\\n  // vec4 m_position  = model * vec4(conePosition, 1.0);\\n  vec4 t_position  = view * conePosition;\\n  gl_Position      = projection * t_position;\\n\\n  f_color          = color;\\n  f_data           = conePosition.xyz;\\n  f_position       = position.xyz;\\n  f_uv             = uv;\\n}\\n\"]),a=n([\"#extension GL_OES_standard_derivatives : enable\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nfloat beckmannDistribution(float x, float roughness) {\\n  float NdotH = max(x, 0.0001);\\n  float cos2Alpha = NdotH * NdotH;\\n  float tan2Alpha = (cos2Alpha - 1.0) / cos2Alpha;\\n  float roughness2 = roughness * roughness;\\n  float denom = 3.141592653589793 * roughness2 * cos2Alpha * cos2Alpha;\\n  return exp(tan2Alpha / roughness2) / denom;\\n}\\n\\nfloat cookTorranceSpecular(\\n  vec3 lightDirection,\\n  vec3 viewDirection,\\n  vec3 surfaceNormal,\\n  float roughness,\\n  float fresnel) {\\n\\n  float VdotN = max(dot(viewDirection, surfaceNormal), 0.0);\\n  float LdotN = max(dot(lightDirection, surfaceNormal), 0.0);\\n\\n  //Half angle vector\\n  vec3 H = normalize(lightDirection + viewDirection);\\n\\n  //Geometric term\\n  float NdotH = max(dot(surfaceNormal, H), 0.0);\\n  float VdotH = max(dot(viewDirection, H), 0.000001);\\n  float LdotH = max(dot(lightDirection, H), 0.000001);\\n  float G1 = (2.0 * NdotH * VdotN) / VdotH;\\n  float G2 = (2.0 * NdotH * LdotN) / LdotH;\\n  float G = min(1.0, min(G1, G2));\\n  \\n  //Distribution term\\n  float D = beckmannDistribution(NdotH, roughness);\\n\\n  //Fresnel term\\n  float F = pow(1.0 - VdotN, fresnel);\\n\\n  //Multiply terms and done\\n  return  G * F * D / max(3.14159265 * VdotN, 0.000001);\\n}\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform float roughness, fresnel, kambient, kdiffuse, kspecular, opacity;\\nuniform sampler2D texture;\\n\\nvarying vec3 f_normal, f_lightDirection, f_eyeDirection, f_data, f_position;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n  vec3 N = normalize(f_normal);\\n  vec3 L = normalize(f_lightDirection);\\n  vec3 V = normalize(f_eyeDirection);\\n\\n  if(gl_FrontFacing) {\\n    N = -N;\\n  }\\n\\n  float specular = min(1.0, max(0.0, cookTorranceSpecular(L, V, N, roughness, fresnel)));\\n  float diffuse  = min(kambient + kdiffuse * max(dot(N, L), 0.0), 1.0);\\n\\n  vec4 surfaceColor = f_color * texture2D(texture, f_uv);\\n  vec4 litColor = surfaceColor.a * vec4(diffuse * surfaceColor.rgb + kspecular * vec3(1,1,1) * specular,  1.0);\\n\\n  gl_FragColor = litColor * opacity;\\n}\\n\"]),o=n([\"precision highp float;\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nvec3 getOrthogonalVector(vec3 v) {\\n  // Return up-vector for only-z vector.\\n  // Return ax + by + cz = 0, a point that lies on the plane that has v as a normal and that isn't (0,0,0).\\n  // From the above if-statement we have ||a|| > 0  U  ||b|| > 0.\\n  // Assign z = 0, x = -b, y = a:\\n  // a*-b + b*a + c*0 = -ba + ba + 0 = 0\\n  if (v.x*v.x > v.z*v.z || v.y*v.y > v.z*v.z) {\\n    return normalize(vec3(-v.y, v.x, 0.0));\\n  } else {\\n    return normalize(vec3(0.0, v.z, -v.y));\\n  }\\n}\\n\\n// Calculate the cone vertex and normal at the given index.\\n//\\n// The returned vertex is for a cone with its top at origin and height of 1.0,\\n// pointing in the direction of the vector attribute.\\n//\\n// Each cone is made up of a top vertex, a center base vertex and base perimeter vertices.\\n// These vertices are used to make up the triangles of the cone by the following:\\n//   segment + 0 top vertex\\n//   segment + 1 perimeter vertex a+1\\n//   segment + 2 perimeter vertex a\\n//   segment + 3 center base vertex\\n//   segment + 4 perimeter vertex a\\n//   segment + 5 perimeter vertex a+1\\n// Where segment is the number of the radial segment * 6 and a is the angle at that radial segment.\\n// To go from index to segment, floor(index / 6)\\n// To go from segment to angle, 2*pi * (segment/segmentCount)\\n// To go from index to segment index, index - (segment*6)\\n//\\nvec3 getConePosition(vec3 d, float rawIndex, float coneOffset, out vec3 normal) {\\n\\n  const float segmentCount = 8.0;\\n\\n  float index = rawIndex - floor(rawIndex /\\n    (segmentCount * 6.0)) *\\n    (segmentCount * 6.0);\\n\\n  float segment = floor(0.001 + index/6.0);\\n  float segmentIndex = index - (segment*6.0);\\n\\n  normal = -normalize(d);\\n\\n  if (segmentIndex > 2.99 && segmentIndex < 3.01) {\\n    return mix(vec3(0.0), -d, coneOffset);\\n  }\\n\\n  float nextAngle = (\\n    (segmentIndex > 0.99 &&  segmentIndex < 1.01) ||\\n    (segmentIndex > 4.99 &&  segmentIndex < 5.01)\\n  ) ? 1.0 : 0.0;\\n  float angle = 2.0 * 3.14159 * ((segment + nextAngle) / segmentCount);\\n\\n  vec3 v1 = mix(d, vec3(0.0), coneOffset);\\n  vec3 v2 = v1 - d;\\n\\n  vec3 u = getOrthogonalVector(d);\\n  vec3 v = normalize(cross(u, d));\\n\\n  vec3 x = u * cos(angle) * length(d)*0.25;\\n  vec3 y = v * sin(angle) * length(d)*0.25;\\n  vec3 v3 = v2 + x + y;\\n  if (segmentIndex < 3.0) {\\n    vec3 tx = u * sin(angle);\\n    vec3 ty = v * -cos(angle);\\n    vec3 tangent = tx + ty;\\n    normal = normalize(cross(v3 - v1, tangent));\\n  }\\n\\n  if (segmentIndex == 0.0) {\\n    return mix(d, vec3(0.0), coneOffset);\\n  }\\n  return v3;\\n}\\n\\nattribute vec4 vector;\\nattribute vec4 position;\\nattribute vec4 id;\\n\\nuniform mat4 model, view, projection;\\nuniform float vectorScale, coneScale, coneOffset;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  vec3 normal;\\n  vec3 XYZ = getConePosition(mat3(model) * ((vectorScale * coneScale) * vector.xyz), position.w, coneOffset, normal);\\n  vec4 conePosition = model * vec4(position.xyz, 1.0) + vec4(XYZ, 0.0);\\n  gl_Position = projection * view * conePosition;\\n  f_id        = id;\\n  f_position  = position.xyz;\\n}\\n\"]),s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3  clipBounds[2];\\nuniform float pickId;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n\\n  gl_FragColor = vec4(pickId, f_id.xyz);\\n}\"]);e.meshShader={vertex:i,fragment:a,attributes:[{name:\"position\",type:\"vec4\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"},{name:\"vector\",type:\"vec3\"}]},e.pickShader={vertex:o,fragment:s,attributes:[{name:\"position\",type:\"vec4\"},{name:\"id\",type:\"vec4\"},{name:\"vector\",type:\"vec3\"}]}},737:function(t){t.exports={0:\"NONE\",1:\"ONE\",2:\"LINE_LOOP\",3:\"LINE_STRIP\",4:\"TRIANGLES\",5:\"TRIANGLE_STRIP\",6:\"TRIANGLE_FAN\",256:\"DEPTH_BUFFER_BIT\",512:\"NEVER\",513:\"LESS\",514:\"EQUAL\",515:\"LEQUAL\",516:\"GREATER\",517:\"NOTEQUAL\",518:\"GEQUAL\",519:\"ALWAYS\",768:\"SRC_COLOR\",769:\"ONE_MINUS_SRC_COLOR\",770:\"SRC_ALPHA\",771:\"ONE_MINUS_SRC_ALPHA\",772:\"DST_ALPHA\",773:\"ONE_MINUS_DST_ALPHA\",774:\"DST_COLOR\",775:\"ONE_MINUS_DST_COLOR\",776:\"SRC_ALPHA_SATURATE\",1024:\"STENCIL_BUFFER_BIT\",1028:\"FRONT\",1029:\"BACK\",1032:\"FRONT_AND_BACK\",1280:\"INVALID_ENUM\",1281:\"INVALID_VALUE\",1282:\"INVALID_OPERATION\",1285:\"OUT_OF_MEMORY\",1286:\"INVALID_FRAMEBUFFER_OPERATION\",2304:\"CW\",2305:\"CCW\",2849:\"LINE_WIDTH\",2884:\"CULL_FACE\",2885:\"CULL_FACE_MODE\",2886:\"FRONT_FACE\",2928:\"DEPTH_RANGE\",2929:\"DEPTH_TEST\",2930:\"DEPTH_WRITEMASK\",2931:\"DEPTH_CLEAR_VALUE\",2932:\"DEPTH_FUNC\",2960:\"STENCIL_TEST\",2961:\"STENCIL_CLEAR_VALUE\",2962:\"STENCIL_FUNC\",2963:\"STENCIL_VALUE_MASK\",2964:\"STENCIL_FAIL\",2965:\"STENCIL_PASS_DEPTH_FAIL\",2966:\"STENCIL_PASS_DEPTH_PASS\",2967:\"STENCIL_REF\",2968:\"STENCIL_WRITEMASK\",2978:\"VIEWPORT\",3024:\"DITHER\",3042:\"BLEND\",3088:\"SCISSOR_BOX\",3089:\"SCISSOR_TEST\",3106:\"COLOR_CLEAR_VALUE\",3107:\"COLOR_WRITEMASK\",3317:\"UNPACK_ALIGNMENT\",3333:\"PACK_ALIGNMENT\",3379:\"MAX_TEXTURE_SIZE\",3386:\"MAX_VIEWPORT_DIMS\",3408:\"SUBPIXEL_BITS\",3410:\"RED_BITS\",3411:\"GREEN_BITS\",3412:\"BLUE_BITS\",3413:\"ALPHA_BITS\",3414:\"DEPTH_BITS\",3415:\"STENCIL_BITS\",3553:\"TEXTURE_2D\",4352:\"DONT_CARE\",4353:\"FASTEST\",4354:\"NICEST\",5120:\"BYTE\",5121:\"UNSIGNED_BYTE\",5122:\"SHORT\",5123:\"UNSIGNED_SHORT\",5124:\"INT\",5125:\"UNSIGNED_INT\",5126:\"FLOAT\",5386:\"INVERT\",5890:\"TEXTURE\",6401:\"STENCIL_INDEX\",6402:\"DEPTH_COMPONENT\",6406:\"ALPHA\",6407:\"RGB\",6408:\"RGBA\",6409:\"LUMINANCE\",6410:\"LUMINANCE_ALPHA\",7680:\"KEEP\",7681:\"REPLACE\",7682:\"INCR\",7683:\"DECR\",7936:\"VENDOR\",7937:\"RENDERER\",7938:\"VERSION\",9728:\"NEAREST\",9729:\"LINEAR\",9984:\"NEAREST_MIPMAP_NEAREST\",9985:\"LINEAR_MIPMAP_NEAREST\",9986:\"NEAREST_MIPMAP_LINEAR\",9987:\"LINEAR_MIPMAP_LINEAR\",10240:\"TEXTURE_MAG_FILTER\",10241:\"TEXTURE_MIN_FILTER\",10242:\"TEXTURE_WRAP_S\",10243:\"TEXTURE_WRAP_T\",10497:\"REPEAT\",10752:\"POLYGON_OFFSET_UNITS\",16384:\"COLOR_BUFFER_BIT\",32769:\"CONSTANT_COLOR\",32770:\"ONE_MINUS_CONSTANT_COLOR\",32771:\"CONSTANT_ALPHA\",32772:\"ONE_MINUS_CONSTANT_ALPHA\",32773:\"BLEND_COLOR\",32774:\"FUNC_ADD\",32777:\"BLEND_EQUATION_RGB\",32778:\"FUNC_SUBTRACT\",32779:\"FUNC_REVERSE_SUBTRACT\",32819:\"UNSIGNED_SHORT_4_4_4_4\",32820:\"UNSIGNED_SHORT_5_5_5_1\",32823:\"POLYGON_OFFSET_FILL\",32824:\"POLYGON_OFFSET_FACTOR\",32854:\"RGBA4\",32855:\"RGB5_A1\",32873:\"TEXTURE_BINDING_2D\",32926:\"SAMPLE_ALPHA_TO_COVERAGE\",32928:\"SAMPLE_COVERAGE\",32936:\"SAMPLE_BUFFERS\",32937:\"SAMPLES\",32938:\"SAMPLE_COVERAGE_VALUE\",32939:\"SAMPLE_COVERAGE_INVERT\",32968:\"BLEND_DST_RGB\",32969:\"BLEND_SRC_RGB\",32970:\"BLEND_DST_ALPHA\",32971:\"BLEND_SRC_ALPHA\",33071:\"CLAMP_TO_EDGE\",33170:\"GENERATE_MIPMAP_HINT\",33189:\"DEPTH_COMPONENT16\",33306:\"DEPTH_STENCIL_ATTACHMENT\",33635:\"UNSIGNED_SHORT_5_6_5\",33648:\"MIRRORED_REPEAT\",33901:\"ALIASED_POINT_SIZE_RANGE\",33902:\"ALIASED_LINE_WIDTH_RANGE\",33984:\"TEXTURE0\",33985:\"TEXTURE1\",33986:\"TEXTURE2\",33987:\"TEXTURE3\",33988:\"TEXTURE4\",33989:\"TEXTURE5\",33990:\"TEXTURE6\",33991:\"TEXTURE7\",33992:\"TEXTURE8\",33993:\"TEXTURE9\",33994:\"TEXTURE10\",33995:\"TEXTURE11\",33996:\"TEXTURE12\",33997:\"TEXTURE13\",33998:\"TEXTURE14\",33999:\"TEXTURE15\",34e3:\"TEXTURE16\",34001:\"TEXTURE17\",34002:\"TEXTURE18\",34003:\"TEXTURE19\",34004:\"TEXTURE20\",34005:\"TEXTURE21\",34006:\"TEXTURE22\",34007:\"TEXTURE23\",34008:\"TEXTURE24\",34009:\"TEXTURE25\",34010:\"TEXTURE26\",34011:\"TEXTURE27\",34012:\"TEXTURE28\",34013:\"TEXTURE29\",34014:\"TEXTURE30\",34015:\"TEXTURE31\",34016:\"ACTIVE_TEXTURE\",34024:\"MAX_RENDERBUFFER_SIZE\",34041:\"DEPTH_STENCIL\",34055:\"INCR_WRAP\",34056:\"DECR_WRAP\",34067:\"TEXTURE_CUBE_MAP\",34068:\"TEXTURE_BINDING_CUBE_MAP\",34069:\"TEXTURE_CUBE_MAP_POSITIVE_X\",34070:\"TEXTURE_CUBE_MAP_NEGATIVE_X\",34071:\"TEXTURE_CUBE_MAP_POSITIVE_Y\",34072:\"TEXTURE_CUBE_MAP_NEGATIVE_Y\",34073:\"TEXTURE_CUBE_MAP_POSITIVE_Z\",34074:\"TEXTURE_CUBE_MAP_NEGATIVE_Z\",34076:\"MAX_CUBE_MAP_TEXTURE_SIZE\",34338:\"VERTEX_ATTRIB_ARRAY_ENABLED\",34339:\"VERTEX_ATTRIB_ARRAY_SIZE\",34340:\"VERTEX_ATTRIB_ARRAY_STRIDE\",34341:\"VERTEX_ATTRIB_ARRAY_TYPE\",34342:\"CURRENT_VERTEX_ATTRIB\",34373:\"VERTEX_ATTRIB_ARRAY_POINTER\",34466:\"NUM_COMPRESSED_TEXTURE_FORMATS\",34467:\"COMPRESSED_TEXTURE_FORMATS\",34660:\"BUFFER_SIZE\",34661:\"BUFFER_USAGE\",34816:\"STENCIL_BACK_FUNC\",34817:\"STENCIL_BACK_FAIL\",34818:\"STENCIL_BACK_PASS_DEPTH_FAIL\",34819:\"STENCIL_BACK_PASS_DEPTH_PASS\",34877:\"BLEND_EQUATION_ALPHA\",34921:\"MAX_VERTEX_ATTRIBS\",34922:\"VERTEX_ATTRIB_ARRAY_NORMALIZED\",34930:\"MAX_TEXTURE_IMAGE_UNITS\",34962:\"ARRAY_BUFFER\",34963:\"ELEMENT_ARRAY_BUFFER\",34964:\"ARRAY_BUFFER_BINDING\",34965:\"ELEMENT_ARRAY_BUFFER_BINDING\",34975:\"VERTEX_ATTRIB_ARRAY_BUFFER_BINDING\",35040:\"STREAM_DRAW\",35044:\"STATIC_DRAW\",35048:\"DYNAMIC_DRAW\",35632:\"FRAGMENT_SHADER\",35633:\"VERTEX_SHADER\",35660:\"MAX_VERTEX_TEXTURE_IMAGE_UNITS\",35661:\"MAX_COMBINED_TEXTURE_IMAGE_UNITS\",35663:\"SHADER_TYPE\",35664:\"FLOAT_VEC2\",35665:\"FLOAT_VEC3\",35666:\"FLOAT_VEC4\",35667:\"INT_VEC2\",35668:\"INT_VEC3\",35669:\"INT_VEC4\",35670:\"BOOL\",35671:\"BOOL_VEC2\",35672:\"BOOL_VEC3\",35673:\"BOOL_VEC4\",35674:\"FLOAT_MAT2\",35675:\"FLOAT_MAT3\",35676:\"FLOAT_MAT4\",35678:\"SAMPLER_2D\",35680:\"SAMPLER_CUBE\",35712:\"DELETE_STATUS\",35713:\"COMPILE_STATUS\",35714:\"LINK_STATUS\",35715:\"VALIDATE_STATUS\",35716:\"INFO_LOG_LENGTH\",35717:\"ATTACHED_SHADERS\",35718:\"ACTIVE_UNIFORMS\",35719:\"ACTIVE_UNIFORM_MAX_LENGTH\",35720:\"SHADER_SOURCE_LENGTH\",35721:\"ACTIVE_ATTRIBUTES\",35722:\"ACTIVE_ATTRIBUTE_MAX_LENGTH\",35724:\"SHADING_LANGUAGE_VERSION\",35725:\"CURRENT_PROGRAM\",36003:\"STENCIL_BACK_REF\",36004:\"STENCIL_BACK_VALUE_MASK\",36005:\"STENCIL_BACK_WRITEMASK\",36006:\"FRAMEBUFFER_BINDING\",36007:\"RENDERBUFFER_BINDING\",36048:\"FRAMEBUFFER_ATTACHMENT_OBJECT_TYPE\",36049:\"FRAMEBUFFER_ATTACHMENT_OBJECT_NAME\",36050:\"FRAMEBUFFER_ATTACHMENT_TEXTURE_LEVEL\",36051:\"FRAMEBUFFER_ATTACHMENT_TEXTURE_CUBE_MAP_FACE\",36053:\"FRAMEBUFFER_COMPLETE\",36054:\"FRAMEBUFFER_INCOMPLETE_ATTACHMENT\",36055:\"FRAMEBUFFER_INCOMPLETE_MISSING_ATTACHMENT\",36057:\"FRAMEBUFFER_INCOMPLETE_DIMENSIONS\",36061:\"FRAMEBUFFER_UNSUPPORTED\",36064:\"COLOR_ATTACHMENT0\",36096:\"DEPTH_ATTACHMENT\",36128:\"STENCIL_ATTACHMENT\",36160:\"FRAMEBUFFER\",36161:\"RENDERBUFFER\",36162:\"RENDERBUFFER_WIDTH\",36163:\"RENDERBUFFER_HEIGHT\",36164:\"RENDERBUFFER_INTERNAL_FORMAT\",36168:\"STENCIL_INDEX8\",36176:\"RENDERBUFFER_RED_SIZE\",36177:\"RENDERBUFFER_GREEN_SIZE\",36178:\"RENDERBUFFER_BLUE_SIZE\",36179:\"RENDERBUFFER_ALPHA_SIZE\",36180:\"RENDERBUFFER_DEPTH_SIZE\",36181:\"RENDERBUFFER_STENCIL_SIZE\",36194:\"RGB565\",36336:\"LOW_FLOAT\",36337:\"MEDIUM_FLOAT\",36338:\"HIGH_FLOAT\",36339:\"LOW_INT\",36340:\"MEDIUM_INT\",36341:\"HIGH_INT\",36346:\"SHADER_COMPILER\",36347:\"MAX_VERTEX_UNIFORM_VECTORS\",36348:\"MAX_VARYING_VECTORS\",36349:\"MAX_FRAGMENT_UNIFORM_VECTORS\",37440:\"UNPACK_FLIP_Y_WEBGL\",37441:\"UNPACK_PREMULTIPLY_ALPHA_WEBGL\",37442:\"CONTEXT_LOST_WEBGL\",37443:\"UNPACK_COLORSPACE_CONVERSION_WEBGL\",37444:\"BROWSER_DEFAULT_WEBGL\"}},5171:function(t,e,r){var 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worldPosition  = model * vec4(position, 1.0);\\n  worldPosition       = (worldPosition / worldPosition.w) + vec4(capSize * offset, 0.0);\\n  gl_Position         = projection * view * worldPosition;\\n  fragColor           = color;\\n  fragPosition        = position;\\n}\"]),o=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform float opacity;\\nvarying vec3 fragPosition;\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n  if (\\n    outOfRange(clipBounds[0], clipBounds[1], fragPosition) ||\\n    fragColor.a * opacity == 0.\\n  ) discard;\\n\\n  gl_FragColor = opacity * fragColor;\\n}\"]);t.exports=function(t){return i(t,a,o,null,[{name:\"position\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"offset\",type:\"vec3\"}])}},2260:function(t,e,r){\"use strict\";var n=r(7766);t.exports=function(t,e,r,n){i||(i=t.FRAMEBUFFER_UNSUPPORTED,a=t.FRAMEBUFFER_INCOMPLETE_ATTACHMENT,o=t.FRAMEBUFFER_INCOMPLETE_DIMENSIONS,s=t.FRAMEBUFFER_INCOMPLETE_MISSING_ATTACHMENT);var u=t.getExtension(\"WEBGL_draw_buffers\");if(!l&&u&&function(t,e){var r=t.getParameter(e.MAX_COLOR_ATTACHMENTS_WEBGL);l=new Array(r+1);for(var n=0;n<=r;++n){for(var i=new Array(r),a=0;a<n;++a)i[a]=t.COLOR_ATTACHMENT0+a;for(a=n;a<r;++a)i[a]=t.NONE;l[n]=i}}(t,u),Array.isArray(e)&&(n=r,r=0|e[1],e=0|e[0]),\"number\"!=typeof e)throw new Error(\"gl-fbo: Missing shape parameter\");var c=t.getParameter(t.MAX_RENDERBUFFER_SIZE);if(e<0||e>c||r<0||r>c)throw new 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c(t,e){t.bindFramebuffer(t.FRAMEBUFFER,e[0]),t.bindRenderbuffer(t.RENDERBUFFER,e[1]),t.bindTexture(t.TEXTURE_2D,e[2])}function f(t){switch(t){case i:throw new Error(\"gl-fbo: Framebuffer unsupported\");case a:throw new Error(\"gl-fbo: Framebuffer incomplete attachment\");case o:throw new Error(\"gl-fbo: Framebuffer incomplete dimensions\");case s:throw new Error(\"gl-fbo: Framebuffer incomplete missing attachment\");default:throw new Error(\"gl-fbo: Framebuffer failed for unspecified reason\")}}function h(t,e,r,i,a,o){if(!i)return null;var s=n(t,e,r,a,i);return s.magFilter=t.NEAREST,s.minFilter=t.NEAREST,s.mipSamples=1,s.bind(),t.framebufferTexture2D(t.FRAMEBUFFER,o,t.TEXTURE_2D,s.handle,0),s}function p(t,e,r,n,i){var a=t.createRenderbuffer();return t.bindRenderbuffer(t.RENDERBUFFER,a),t.renderbufferStorage(t.RENDERBUFFER,n,e,r),t.framebufferRenderbuffer(t.FRAMEBUFFER,i,t.RENDERBUFFER,a),a}function d(t,e,r,n,i,a,o,s){this.gl=t,this._shape=[0|e,0|r],this._destroyed=!1,this._ext=s,this.color=new Array(i);for(var d=0;d<i;++d)this.color[d]=null;this._color_rb=null,this.depth=null,this._depth_rb=null,this._colorType=n,this._useDepth=a,this._useStencil=o;var v=this,g=[0|e,0|r];Object.defineProperties(g,{0:{get:function(){return v._shape[0]},set:function(t){return v.width=t}},1:{get:function(){return v._shape[1]},set:function(t){return v.height=t}}}),this._shapeVector=g,function(t){var e=u(t.gl),r=t.gl,n=t.handle=r.createFramebuffer(),i=t._shape[0],a=t._shape[1],o=t.color.length,s=t._ext,d=t._useStencil,v=t._useDepth,g=t._colorType;r.bindFramebuffer(r.FRAMEBUFFER,n);for(var y=0;y<o;++y)t.color[y]=h(r,i,a,g,r.RGBA,r.COLOR_ATTACHMENT0+y);0===o?(t._color_rb=p(r,i,a,r.RGBA4,r.COLOR_ATTACHMENT0),s&&s.drawBuffersWEBGL(l[0])):o>1&&s.drawBuffersWEBGL(l[o]);var m=r.getExtension(\"WEBGL_depth_texture\");m?d?t.depth=h(r,i,a,m.UNSIGNED_INT_24_8_WEBGL,r.DEPTH_STENCIL,r.DEPTH_STENCIL_ATTACHMENT):v&&(t.depth=h(r,i,a,r.UNSIGNED_SHORT,r.DEPTH_COMPONENT,r.DEPTH_ATTACHMENT)):v&&d?t._depth_rb=p(r,i,a,r.DEPTH_STENCIL,r.DEPTH_STENCIL_ATTACHMENT):v?t._depth_rb=p(r,i,a,r.DEPTH_COMPONENT16,r.DEPTH_ATTACHMENT):d&&(t._depth_rb=p(r,i,a,r.STENCIL_INDEX,r.STENCIL_ATTACHMENT));var x=r.checkFramebufferStatus(r.FRAMEBUFFER);if(x!==r.FRAMEBUFFER_COMPLETE){for(t._destroyed=!0,r.bindFramebuffer(r.FRAMEBUFFER,null),r.deleteFramebuffer(t.handle),t.handle=null,t.depth&&(t.depth.dispose(),t.depth=null),t._depth_rb&&(r.deleteRenderbuffer(t._depth_rb),t._depth_rb=null),y=0;y<t.color.length;++y)t.color[y].dispose(),t.color[y]=null;t._color_rb&&(r.deleteRenderbuffer(t._color_rb),t._color_rb=null),c(r,e),f(x)}c(r,e)}(this)}var v=d.prototype;function g(t,e,r){if(t._destroyed)throw new Error(\"gl-fbo: Can't resize destroyed FBO\");if(t._shape[0]!==e||t._shape[1]!==r){var n=t.gl,i=n.getParameter(n.MAX_RENDERBUFFER_SIZE);if(e<0||e>i||r<0||r>i)throw new Error(\"gl-fbo: Can't resize FBO, invalid dimensions\");t._shape[0]=e,t._shape[1]=r;for(var a=u(n),o=0;o<t.color.length;++o)t.color[o].shape=t._shape;t._color_rb&&(n.bindRenderbuffer(n.RENDERBUFFER,t._color_rb),n.renderbufferStorage(n.RENDERBUFFER,n.RGBA4,t._shape[0],t._shape[1])),t.depth&&(t.depth.shape=t._shape),t._depth_rb&&(n.bindRenderbuffer(n.RENDERBUFFER,t._depth_rb),t._useDepth&&t._useStencil?n.renderbufferStorage(n.RENDERBUFFER,n.DEPTH_STENCIL,t._shape[0],t._shape[1]):t._useDepth?n.renderbufferStorage(n.RENDERBUFFER,n.DEPTH_COMPONENT16,t._shape[0],t._shape[1]):t._useStencil&&n.renderbufferStorage(n.RENDERBUFFER,n.STENCIL_INDEX,t._shape[0],t._shape[1])),n.bindFramebuffer(n.FRAMEBUFFER,t.handle);var s=n.checkFramebufferStatus(n.FRAMEBUFFER);s!==n.FRAMEBUFFER_COMPLETE&&(t.dispose(),c(n,a),f(s)),c(n,a)}}Object.defineProperties(v,{shape:{get:function(){return this._destroyed?[0,0]:this._shapeVector},set:function(t){if(Array.isArray(t)||(t=[0|t,0|t]),2!==t.length)throw new Error(\"gl-fbo: Shape vector must be length 2\");var e=0|t[0],r=0|t[1];return g(this,e,r),[e,r]},enumerable:!1},width:{get:function(){return this._destroyed?0:this._shape[0]},set:function(t){return g(this,t|=0,this._shape[1]),t},enumerable:!1},height:{get:function(){return this._destroyed?0:this._shape[1]},set:function(t){return t|=0,g(this,this._shape[0],t),t},enumerable:!1}}),v.bind=function(){if(!this._destroyed){var t=this.gl;t.bindFramebuffer(t.FRAMEBUFFER,this.handle),t.viewport(0,0,this._shape[0],this._shape[1])}},v.dispose=function(){if(!this._destroyed){this._destroyed=!0;var t=this.gl;t.deleteFramebuffer(this.handle),this.handle=null,this.depth&&(this.depth.dispose(),this.depth=null),this._depth_rb&&(t.deleteRenderbuffer(this._depth_rb),this._depth_rb=null);for(var e=0;e<this.color.length;++e)this.color[e].dispose(),this.color[e]=null;this._color_rb&&(t.deleteRenderbuffer(this._color_rb),this._color_rb=null)}}},2992:function(t,e,r){var n=r(3387).sprintf,i=r(5171),a=r(1848),o=r(1085);t.exports=function(t,e,r){\"use strict\";var s=a(e)||\"of unknown name (see npm glsl-shader-name)\",l=\"unknown type\";void 0!==r&&(l=r===i.FRAGMENT_SHADER?\"fragment\":\"vertex\");for(var u=n(\"Error compiling %s shader %s:\\n\",l,s),c=n(\"%s%s\",u,t),f=t.split(\"\\n\"),h={},p=0;p<f.length;p++){var d=f[p];if(\"\"!==d&&\"\\0\"!==d){var v=parseInt(d.split(\":\")[2]);if(isNaN(v))throw new Error(n(\"Could not parse error: %s\",d));h[v]=d}}var g=o(e).split(\"\\n\");for(p=0;p<g.length;p++)if((h[p+3]||h[p+2]||h[p+1])&&(u+=g[p]+\"\\n\",h[p+1])){var y=h[p+1];y=y.substr(y.split(\":\",3).join(\":\").length+1).trim(),u+=n(\"^^^ %s\\n\\n\",y)}return{long:u.trim(),short:c.trim()}}},2510:function(t,e,r){\"use strict\";t.exports=function(t,e){var r=t.gl,n=new u(t,o(r,l.vertex,l.fragment),o(r,l.pickVertex,l.pickFragment),s(r),s(r),s(r),s(r));return n.update(e),t.addObject(n),n};var n=r(2478),i=r(7762),a=r(1888),o=r(9405),s=r(2762),l=r(6768);function u(t,e,r,n,i,a,o){this.plot=t,this.shader=e,this.pickShader=r,this.positionBuffer=n,this.weightBuffer=i,this.colorBuffer=a,this.idBuffer=o,this.xData=[],this.yData=[],this.shape=[0,0],this.bounds=[1/0,1/0,-1/0,-1/0],this.pickOffset=0}var c,f=u.prototype,h=[0,0,1,0,0,1,1,0,1,1,0,1];f.draw=(c=[1,0,0,0,1,0,0,0,1],function(){var t=this.plot,e=this.shader,r=this.bounds,n=this.numVertices;if(!(n<=0)){var i=t.gl,a=t.dataBox,o=r[2]-r[0],s=r[3]-r[1],l=a[2]-a[0],u=a[3]-a[1];c[0]=2*o/l,c[4]=2*s/u,c[6]=2*(r[0]-a[0])/l-1,c[7]=2*(r[1]-a[1])/u-1,e.bind();var f=e.uniforms;f.viewTransform=c,f.shape=this.shape;var h=e.attributes;this.positionBuffer.bind(),h.position.pointer(),this.weightBuffer.bind(),h.weight.pointer(i.UNSIGNED_BYTE,!1),this.colorBuffer.bind(),h.color.pointer(i.UNSIGNED_BYTE,!0),i.drawArrays(i.TRIANGLES,0,n)}}),f.drawPick=function(){var t=[1,0,0,0,1,0,0,0,1],e=[0,0,0,0];return function(r){var n=this.plot,i=this.pickShader,a=this.bounds,o=this.numVertices;if(!(o<=0)){var s=n.gl,l=n.dataBox,u=a[2]-a[0],c=a[3]-a[1],f=l[2]-l[0],h=l[3]-l[1];t[0]=2*u/f,t[4]=2*c/h,t[6]=2*(a[0]-l[0])/f-1,t[7]=2*(a[1]-l[1])/h-1;for(var p=0;p<4;++p)e[p]=r>>8*p&255;this.pickOffset=r,i.bind();var d=i.uniforms;d.viewTransform=t,d.pickOffset=e,d.shape=this.shape;var v=i.attributes;return this.positionBuffer.bind(),v.position.pointer(),this.weightBuffer.bind(),v.weight.pointer(s.UNSIGNED_BYTE,!1),this.idBuffer.bind(),v.pickId.pointer(s.UNSIGNED_BYTE,!1),s.drawArrays(s.TRIANGLES,0,o),r+this.shape[0]*this.shape[1]}}}(),f.pick=function(t,e,r){var n=this.pickOffset,i=this.shape[0]*this.shape[1];if(r<n||r>=n+i)return null;var a=r-n,o=this.xData,s=this.yData;return{object:this,pointId:a,dataCoord:[o[a%this.shape[0]],s[a/this.shape[0]|0]]}},f.update=function(t){var e=(t=t||{}).shape||[0,0],r=t.x||i(e[0]),o=t.y||i(e[1]),s=t.z||new Float32Array(e[0]*e[1]),l=!1!==t.zsmooth;this.xData=r,this.yData=o;var u,c,f,p,d=t.colorLevels||[0],v=t.colorValues||[0,0,0,1],g=d.length,y=this.bounds;l?(u=y[0]=r[0],c=y[1]=o[0],f=y[2]=r[r.length-1],p=y[3]=o[o.length-1]):(u=y[0]=r[0]+(r[1]-r[0])/2,c=y[1]=o[0]+(o[1]-o[0])/2,f=y[2]=r[r.length-1]+(r[r.length-1]-r[r.length-2])/2,p=y[3]=o[o.length-1]+(o[o.length-1]-o[o.length-2])/2);var m=1/(f-u),x=1/(p-c),b=e[0],_=e[1];this.shape=[b,_];var w=(l?(b-1)*(_-1):b*_)*(h.length>>>1);this.numVertices=w;for(var T=a.mallocUint8(4*w),k=a.mallocFloat32(2*w),A=a.mallocUint8(2*w),M=a.mallocUint32(w),S=0,E=l?b-1:b,L=l?_-1:_,C=0;C<L;++C){var P,O;l?(P=x*(o[C]-c),O=x*(o[C+1]-c)):(P=C<_-1?x*(o[C]-(o[C+1]-o[C])/2-c):x*(o[C]-(o[C]-o[C-1])/2-c),O=C<_-1?x*(o[C]+(o[C+1]-o[C])/2-c):x*(o[C]+(o[C]-o[C-1])/2-c));for(var I=0;I<E;++I){var z,D;l?(z=m*(r[I]-u),D=m*(r[I+1]-u)):(z=I<b-1?m*(r[I]-(r[I+1]-r[I])/2-u):m*(r[I]-(r[I]-r[I-1])/2-u),D=I<b-1?m*(r[I]+(r[I+1]-r[I])/2-u):m*(r[I]+(r[I]-r[I-1])/2-u));for(var R=0;R<h.length;R+=2){var F,B,N,j,U=h[R],V=h[R+1],q=s[l?(C+V)*b+(I+U):C*b+I],H=n.le(d,q);if(H<0)F=v[0],B=v[1],N=v[2],j=v[3];else if(H===g-1)F=v[4*g-4],B=v[4*g-3],N=v[4*g-2],j=v[4*g-1];else{var G=(q-d[H])/(d[H+1]-d[H]),W=1-G,Y=4*H,X=4*(H+1);F=W*v[Y]+G*v[X],B=W*v[Y+1]+G*v[X+1],N=W*v[Y+2]+G*v[X+2],j=W*v[Y+3]+G*v[X+3]}T[4*S]=255*F,T[4*S+1]=255*B,T[4*S+2]=255*N,T[4*S+3]=255*j,k[2*S]=.5*z+.5*D,k[2*S+1]=.5*P+.5*O,A[2*S]=U,A[2*S+1]=V,M[S]=C*b+I,S+=1}}}this.positionBuffer.update(k),this.weightBuffer.update(A),this.colorBuffer.update(T),this.idBuffer.update(M),a.free(k),a.free(T),a.free(A),a.free(M)},f.dispose=function(){this.shader.dispose(),this.pickShader.dispose(),this.positionBuffer.dispose(),this.weightBuffer.dispose(),this.colorBuffer.dispose(),this.idBuffer.dispose(),this.plot.removeObject(this)}},6768:function(t,e,r){\"use strict\";var n=r(3236);t.exports={fragment:n([\"precision lowp float;\\n#define GLSLIFY 1\\nvarying vec4 fragColor;\\nvoid main() {\\n  gl_FragColor = vec4(fragColor.rgb * fragColor.a, fragColor.a);\\n}\\n\"]),vertex:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position;\\nattribute vec4 color;\\nattribute vec2 weight;\\n\\nuniform vec2 shape;\\nuniform mat3 viewTransform;\\n\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n  vec3 vPosition = viewTransform * vec3( position + (weight-.5)/(shape-1.) , 1.0);\\n  fragColor = color;\\n  gl_Position = vec4(vPosition.xy, 0, vPosition.z);\\n}\\n\"]),pickFragment:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragId;\\nvarying vec2 vWeight;\\n\\nuniform vec2 shape;\\nuniform vec4 pickOffset;\\n\\nvoid main() {\\n  vec2 d = step(.5, vWeight);\\n  vec4 id = fragId + pickOffset;\\n  id.x += d.x + d.y*shape.x;\\n\\n  id.y += floor(id.x / 256.0);\\n  id.x -= floor(id.x / 256.0) * 256.0;\\n\\n  id.z += floor(id.y / 256.0);\\n  id.y -= floor(id.y / 256.0) * 256.0;\\n\\n  id.w += floor(id.z / 256.0);\\n  id.z -= floor(id.z / 256.0) * 256.0;\\n\\n  gl_FragColor = id/255.;\\n}\\n\"]),pickVertex:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position;\\nattribute vec4 pickId;\\nattribute vec2 weight;\\n\\nuniform vec2 shape;\\nuniform mat3 viewTransform;\\n\\nvarying vec4 fragId;\\nvarying vec2 vWeight;\\n\\nvoid main() {\\n  vWeight = weight;\\n\\n  fragId = pickId;\\n\\n  vec3 vPosition = viewTransform * vec3( position + (weight-.5)/(shape-1.) , 1.0);\\n  gl_Position = vec4(vPosition.xy, 0, vPosition.z);\\n}\\n\"])}},7319:function(t,e,r){var n=r(3236),i=r(9405),a=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position, nextPosition;\\nattribute float arcLength, lineWidth;\\nattribute vec4 color;\\n\\nuniform vec2 screenShape;\\nuniform float pixelRatio;\\nuniform mat4 model, view, projection;\\n\\nvarying vec4 fragColor;\\nvarying vec3 worldPosition;\\nvarying float pixelArcLength;\\n\\nvec4 project(vec3 p) {\\n  return projection * view * model * vec4(p, 1.0);\\n}\\n\\nvoid main() {\\n  vec4 startPoint = project(position);\\n  vec4 endPoint   = project(nextPosition);\\n\\n  vec2 A = startPoint.xy / startPoint.w;\\n  vec2 B =   endPoint.xy /   endPoint.w;\\n\\n  float clipAngle = atan(\\n    (B.y - A.y) * screenShape.y,\\n    (B.x - A.x) * screenShape.x\\n  );\\n\\n  vec2 offset = 0.5 * pixelRatio * lineWidth * vec2(\\n    sin(clipAngle),\\n    -cos(clipAngle)\\n  ) / screenShape;\\n\\n  gl_Position = vec4(startPoint.xy + startPoint.w * offset, startPoint.zw);\\n\\n  worldPosition = position;\\n  pixelArcLength = arcLength;\\n  fragColor = color;\\n}\\n\"]),o=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3      clipBounds[2];\\nuniform sampler2D dashTexture;\\nuniform float     dashScale;\\nuniform float     opacity;\\n\\nvarying vec3    worldPosition;\\nvarying float   pixelArcLength;\\nvarying vec4    fragColor;\\n\\nvoid main() {\\n  if (\\n    outOfRange(clipBounds[0], clipBounds[1], worldPosition) ||\\n    fragColor.a * opacity == 0.\\n  ) discard;\\n\\n  float dashWeight = texture2D(dashTexture, vec2(dashScale * pixelArcLength, 0)).r;\\n  if(dashWeight < 0.5) {\\n    discard;\\n  }\\n  gl_FragColor = fragColor * opacity;\\n}\\n\"]),s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\n#define FLOAT_MAX  1.70141184e38\\n#define FLOAT_MIN  1.17549435e-38\\n\\n// https://github.com/mikolalysenko/glsl-read-float/blob/master/index.glsl\\nvec4 packFloat(float v) {\\n  float av = abs(v);\\n\\n  //Handle special cases\\n  if(av < FLOAT_MIN) {\\n    return vec4(0.0, 0.0, 0.0, 0.0);\\n  } else if(v > FLOAT_MAX) {\\n    return vec4(127.0, 128.0, 0.0, 0.0) / 255.0;\\n  } else if(v < -FLOAT_MAX) {\\n    return vec4(255.0, 128.0, 0.0, 0.0) / 255.0;\\n  }\\n\\n  vec4 c = vec4(0,0,0,0);\\n\\n  //Compute exponent and mantissa\\n  float e = floor(log2(av));\\n  float m = av * pow(2.0, -e) - 1.0;\\n\\n  //Unpack mantissa\\n  c[1] = floor(128.0 * m);\\n  m -= c[1] / 128.0;\\n  c[2] = floor(32768.0 * m);\\n  m -= c[2] / 32768.0;\\n  c[3] = floor(8388608.0 * m);\\n\\n  //Unpack exponent\\n  float ebias = e + 127.0;\\n  c[0] = floor(ebias / 2.0);\\n  ebias -= c[0] * 2.0;\\n  c[1] += floor(ebias) * 128.0;\\n\\n  //Unpack sign bit\\n  c[0] += 128.0 * step(0.0, -v);\\n\\n  //Scale back to range\\n  return c / 255.0;\\n}\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform float pickId;\\nuniform vec3 clipBounds[2];\\n\\nvarying vec3 worldPosition;\\nvarying float pixelArcLength;\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], worldPosition)) discard;\\n\\n  gl_FragColor = vec4(pickId/255.0, packFloat(pixelArcLength).xyz);\\n}\"]),l=[{name:\"position\",type:\"vec3\"},{name:\"nextPosition\",type:\"vec3\"},{name:\"arcLength\",type:\"float\"},{name:\"lineWidth\",type:\"float\"},{name:\"color\",type:\"vec4\"}];e.createShader=function(t){return i(t,a,o,null,l)},e.createPickShader=function(t){return i(t,a,s,null,l)}},5714:function(t,e,r){\"use strict\";t.exports=function(t){var e=t.gl||t.scene&&t.scene.gl,r=f(e);r.attributes.position.location=0,r.attributes.nextPosition.location=1,r.attributes.arcLength.location=2,r.attributes.lineWidth.location=3,r.attributes.color.location=4;var o=h(e);o.attributes.position.location=0,o.attributes.nextPosition.location=1,o.attributes.arcLength.location=2,o.attributes.lineWidth.location=3,o.attributes.color.location=4;for(var s=n(e),l=i(e,[{buffer:s,size:3,offset:0,stride:48},{buffer:s,size:3,offset:12,stride:48},{buffer:s,size:1,offset:24,stride:48},{buffer:s,size:1,offset:28,stride:48},{buffer:s,size:4,offset:32,stride:48}]),c=u(new Array(1024),[256,1,4]),p=0;p<1024;++p)c.data[p]=255;var d=a(e,c);d.wrap=e.REPEAT;var v=new y(e,r,o,s,l,d);return v.update(t),v};var n=r(2762),i=r(8116),a=r(7766),o=new Uint8Array(4),s=new Float32Array(o.buffer),l=r(2478),u=r(9618),c=r(7319),f=c.createShader,h=c.createPickShader,p=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function d(t,e){for(var r=0,n=0;n<3;++n){var i=t[n]-e[n];r+=i*i}return Math.sqrt(r)}function v(t){for(var e=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],r=0;r<3;++r)e[0][r]=Math.max(t[0][r],e[0][r]),e[1][r]=Math.min(t[1][r],e[1][r]);return e}function g(t,e,r,n){this.arcLength=t,this.position=e,this.index=r,this.dataCoordinate=n}function y(t,e,r,n,i,a){this.gl=t,this.shader=e,this.pickShader=r,this.buffer=n,this.vao=i,this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.points=[],this.arcLength=[],this.vertexCount=0,this.bounds=[[0,0,0],[0,0,0]],this.pickId=0,this.lineWidth=1,this.texture=a,this.dashScale=1,this.opacity=1,this.hasAlpha=!1,this.dirty=!0,this.pixelRatio=1}var m=y.prototype;m.isTransparent=function(){return this.hasAlpha},m.isOpaque=function(){return!this.hasAlpha},m.pickSlots=1,m.setPickBase=function(t){this.pickId=t},m.drawTransparent=m.draw=function(t){if(this.vertexCount){var 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r=0,a=0,o=0;o<2;++o)r+=Math.pow(e[o]-t[0][o],2),a+=Math.pow(e[o]-t[1][o],2);return(r=Math.sqrt(r))+(a=Math.sqrt(a))<1e-6?[1,0]:[a/(r+a),r/(a+r)]}if(3===t.length){var s=[0,0];return i(t[0],t[1],t[2],e,s),n(t,s)}return[]}(c,e),y=0;for(f=0;f<3;++f){if(g[f]<-.001||g[f]>1.0001)return null;y+=g[f]}return Math.abs(y-1)>.001?null:[h,s(t,g),g]}},840:function(t,e,r){var n=r(3236),i=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position, normal;\\nattribute vec4 color;\\nattribute vec2 uv;\\n\\nuniform mat4 model\\n           , view\\n           , projection\\n           , inverseModel;\\nuniform vec3 eyePosition\\n           , lightPosition;\\n\\nvarying vec3 f_normal\\n           , f_lightDirection\\n           , f_eyeDirection\\n           , f_data;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvec4 project(vec3 p) {\\n  return projection * view * model * vec4(p, 1.0);\\n}\\n\\nvoid main() {\\n  gl_Position      = project(position);\\n\\n  //Lighting geometry parameters\\n  vec4 cameraCoordinate = view * vec4(position , 1.0);\\n  cameraCoordinate.xyz /= cameraCoordinate.w;\\n  f_lightDirection = lightPosition - cameraCoordinate.xyz;\\n  f_eyeDirection   = eyePosition - cameraCoordinate.xyz;\\n  f_normal  = normalize((vec4(normal, 0.0) * inverseModel).xyz);\\n\\n  f_color          = color;\\n  f_data           = position;\\n  f_uv             = uv;\\n}\\n\"]),a=n([\"#extension GL_OES_standard_derivatives : enable\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nfloat beckmannDistribution(float x, float roughness) {\\n  float NdotH = max(x, 0.0001);\\n  float cos2Alpha = NdotH * NdotH;\\n  float tan2Alpha = (cos2Alpha - 1.0) / cos2Alpha;\\n  float roughness2 = roughness * roughness;\\n  float denom = 3.141592653589793 * roughness2 * cos2Alpha * cos2Alpha;\\n  return exp(tan2Alpha / roughness2) / denom;\\n}\\n\\nfloat cookTorranceSpecular(\\n  vec3 lightDirection,\\n  vec3 viewDirection,\\n  vec3 surfaceNormal,\\n  float roughness,\\n  float fresnel) {\\n\\n  float VdotN = max(dot(viewDirection, surfaceNormal), 0.0);\\n  float LdotN = max(dot(lightDirection, surfaceNormal), 0.0);\\n\\n  //Half angle vector\\n  vec3 H = normalize(lightDirection + viewDirection);\\n\\n  //Geometric term\\n  float NdotH = max(dot(surfaceNormal, H), 0.0);\\n  float VdotH = max(dot(viewDirection, H), 0.000001);\\n  float LdotH = max(dot(lightDirection, H), 0.000001);\\n  float G1 = (2.0 * NdotH * VdotN) / VdotH;\\n  float G2 = (2.0 * NdotH * LdotN) / LdotH;\\n  float G = min(1.0, min(G1, G2));\\n  \\n  //Distribution term\\n  float D = beckmannDistribution(NdotH, roughness);\\n\\n  //Fresnel term\\n  float F = pow(1.0 - VdotN, fresnel);\\n\\n  //Multiply terms and done\\n  return  G * F * D / max(3.14159265 * VdotN, 0.000001);\\n}\\n\\n//#pragma glslify: beckmann = require(glsl-specular-beckmann) // used in gl-surface3d\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform float roughness\\n            , fresnel\\n            , kambient\\n            , kdiffuse\\n            , kspecular;\\nuniform sampler2D texture;\\n\\nvarying vec3 f_normal\\n           , f_lightDirection\\n           , f_eyeDirection\\n           , f_data;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (f_color.a == 0.0 ||\\n    outOfRange(clipBounds[0], clipBounds[1], f_data)\\n  ) discard;\\n\\n  vec3 N = normalize(f_normal);\\n  vec3 L = normalize(f_lightDirection);\\n  vec3 V = normalize(f_eyeDirection);\\n\\n  if(gl_FrontFacing) {\\n    N = -N;\\n  }\\n\\n  float specular = min(1.0, max(0.0, cookTorranceSpecular(L, V, N, roughness, fresnel)));\\n  //float specular = max(0.0, beckmann(L, V, N, roughness)); // used in gl-surface3d\\n\\n  float diffuse  = min(kambient + kdiffuse * max(dot(N, L), 0.0), 1.0);\\n\\n  vec4 surfaceColor = vec4(f_color.rgb, 1.0) * texture2D(texture, f_uv);\\n  vec4 litColor = surfaceColor.a * vec4(diffuse * surfaceColor.rgb + kspecular * vec3(1,1,1) * specular,  1.0);\\n\\n  gl_FragColor = litColor * f_color.a;\\n}\\n\"]),o=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 uv;\\n\\nuniform mat4 model, view, projection;\\n\\nvarying vec4 f_color;\\nvarying vec3 f_data;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  gl_Position = projection * view * model * vec4(position, 1.0);\\n  f_color = color;\\n  f_data  = position;\\n  f_uv    = uv;\\n}\"]),s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform sampler2D texture;\\nuniform float opacity;\\n\\nvarying vec4 f_color;\\nvarying vec3 f_data;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_data)) discard;\\n\\n  gl_FragColor = f_color * texture2D(texture, f_uv) * opacity;\\n}\"]),l=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 uv;\\nattribute float pointSize;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 clipBounds[2];\\n\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n    gl_Position = vec4(0.0, 0.0 ,0.0 ,0.0);\\n  } else {\\n    gl_Position = projection * view * model * vec4(position, 1.0);\\n  }\\n  gl_PointSize = pointSize;\\n  f_color = color;\\n  f_uv = uv;\\n}\"]),u=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform sampler2D texture;\\nuniform float opacity;\\n\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  vec2 pointR = gl_PointCoord.xy - vec2(0.5, 0.5);\\n  if(dot(pointR, pointR) > 0.25) {\\n    discard;\\n  }\\n  gl_FragColor = f_color * texture2D(texture, f_uv) * opacity;\\n}\"]),c=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\nattribute vec4 id;\\n\\nuniform mat4 model, view, projection;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  gl_Position = projection * view * model * vec4(position, 1.0);\\n  f_id        = id;\\n  f_position  = position;\\n}\"]),f=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3  clipBounds[2];\\nuniform float pickId;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n\\n  gl_FragColor = vec4(pickId, f_id.xyz);\\n}\"]),h=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3  position;\\nattribute float pointSize;\\nattribute vec4  id;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 clipBounds[2];\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n    gl_Position = vec4(0.0, 0.0, 0.0, 0.0);\\n  } else {\\n    gl_Position  = projection * view * model * vec4(position, 1.0);\\n    gl_PointSize = pointSize;\\n  }\\n  f_id         = id;\\n  f_position   = position;\\n}\"]),p=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\n\\nuniform mat4 model, view, projection;\\n\\nvoid main() {\\n  gl_Position = projection * view * model * vec4(position, 1.0);\\n}\"]),d=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform vec3 contourColor;\\n\\nvoid main() {\\n  gl_FragColor = vec4(contourColor, 1.0);\\n}\\n\"]);e.meshShader={vertex:i,fragment:a,attributes:[{name:\"position\",type:\"vec3\"},{name:\"normal\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"}]},e.wireShader={vertex:o,fragment:s,attributes:[{name:\"position\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"}]},e.pointShader={vertex:l,fragment:u,attributes:[{name:\"position\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"},{name:\"pointSize\",type:\"float\"}]},e.pickShader={vertex:c,fragment:f,attributes:[{name:\"position\",type:\"vec3\"},{name:\"id\",type:\"vec4\"}]},e.pointPickShader={vertex:h,fragment:f,attributes:[{name:\"position\",type:\"vec3\"},{name:\"pointSize\",type:\"float\"},{name:\"id\",type:\"vec4\"}]},e.contourShader={vertex:p,fragment:d,attributes:[{name:\"position\",type:\"vec3\"}]}},7201:function(t,e,r){\"use strict\";var n=r(9405),i=r(2762),a=r(8116),o=r(7766),s=r(8406),l=r(6760),u=r(7608),c=r(9618),f=r(6729),h=r(7765),p=r(1888),d=r(840),v=r(7626),g=d.meshShader,y=d.wireShader,m=d.pointShader,x=d.pickShader,b=d.pointPickShader,_=d.contourShader,w=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function T(t,e,r,n,i,a,o,s,l,u,c,f,h,p,d,v,g,y,m,x,b,_,T,k,A,M,S){this.gl=t,this.pixelRatio=1,this.cells=[],this.positions=[],this.intensity=[],this.texture=e,this.dirty=!0,this.triShader=r,this.lineShader=n,this.pointShader=i,this.pickShader=a,this.pointPickShader=o,this.contourShader=s,this.trianglePositions=l,this.triangleColors=c,this.triangleNormals=h,this.triangleUVs=f,this.triangleIds=u,this.triangleVAO=p,this.triangleCount=0,this.lineWidth=1,this.edgePositions=d,this.edgeColors=g,this.edgeUVs=y,this.edgeIds=v,this.edgeVAO=m,this.edgeCount=0,this.pointPositions=x,this.pointColors=_,this.pointUVs=T,this.pointSizes=k,this.pointIds=b,this.pointVAO=A,this.pointCount=0,this.contourLineWidth=1,this.contourPositions=M,this.contourVAO=S,this.contourCount=0,this.contourColor=[0,0,0],this.contourEnable=!0,this.pickVertex=!0,this.pickId=1,this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.lightPosition=[1e5,1e5,0],this.ambientLight=.8,this.diffuseLight=.8,this.specularLight=2,this.roughness=.5,this.fresnel=1.5,this.opacity=1,this.hasAlpha=!1,this.opacityscale=!1,this._model=w,this._view=w,this._projection=w,this._resolution=[1,1]}var k=T.prototype;function A(t,e){if(!e)return 1;if(!e.length)return 1;for(var r=0;r<e.length;++r){if(e.length<2)return 1;if(e[r][0]===t)return e[r][1];if(e[r][0]>t&&r>0){var n=(e[r][0]-t)/(e[r][0]-e[r-1][0]);return e[r][1]*(1-n)+n*e[r-1][1]}}return 1}function M(t){var e=n(t,m.vertex,m.fragment);return e.attributes.position.location=0,e.attributes.color.location=2,e.attributes.uv.location=3,e.attributes.pointSize.location=4,e}function S(t){var e=n(t,x.vertex,x.fragment);return e.attributes.position.location=0,e.attributes.id.location=1,e}function E(t){var e=n(t,b.vertex,b.fragment);return e.attributes.position.location=0,e.attributes.id.location=1,e.attributes.pointSize.location=4,e}function L(t){var e=n(t,_.vertex,_.fragment);return e.attributes.position.location=0,e}k.isOpaque=function(){return!this.hasAlpha},k.isTransparent=function(){return this.hasAlpha},k.pickSlots=1,k.setPickBase=function(t){this.pickId=t},k.highlight=function(t){if(t&&this.contourEnable){for(var e=h(this.cells,this.intensity,t.intensity),r=e.cells,n=e.vertexIds,i=e.vertexWeights,a=r.length,o=p.mallocFloat32(6*a),s=0,l=0;l<a;++l)for(var u=r[l],c=0;c<2;++c){var f=u[0];2===u.length&&(f=u[c]);for(var d=n[f][0],v=n[f][1],g=i[f],y=1-g,m=this.positions[d],x=this.positions[v],b=0;b<3;++b)o[s++]=g*m[b]+y*x[b]}this.contourCount=s/3|0,this.contourPositions.update(o.subarray(0,s)),p.free(o)}else this.contourCount=0},k.update=function(t){t=t||{};var e=this.gl;this.dirty=!0,\"contourEnable\"in t&&(this.contourEnable=t.contourEnable),\"contourColor\"in t&&(this.contourColor=t.contourColor),\"lineWidth\"in t&&(this.lineWidth=t.lineWidth),\"lightPosition\"in t&&(this.lightPosition=t.lightPosition),this.hasAlpha=!1,\"opacity\"in t&&(this.opacity=t.opacity,this.opacity<1&&(this.hasAlpha=!0)),\"opacityscale\"in t&&(this.opacityscale=t.opacityscale,this.hasAlpha=!0),\"ambient\"in t&&(this.ambientLight=t.ambient),\"diffuse\"in t&&(this.diffuseLight=t.diffuse),\"specular\"in t&&(this.specularLight=t.specular),\"roughness\"in t&&(this.roughness=t.roughness),\"fresnel\"in t&&(this.fresnel=t.fresnel),t.texture?(this.texture.dispose(),this.texture=o(e,t.texture)):t.colormap&&(this.texture.shape=[256,256],this.texture.minFilter=e.LINEAR_MIPMAP_LINEAR,this.texture.magFilter=e.LINEAR,this.texture.setPixels(function(t,e){for(var r=f({colormap:t,nshades:256,format:\"rgba\"}),n=new Uint8Array(1024),i=0;i<256;++i){for(var a=r[i],o=0;o<3;++o)n[4*i+o]=a[o];n[4*i+3]=e?255*A(i/255,e):255*a[3]}return c(n,[256,256,4],[4,0,1])}(t.colormap,this.opacityscale)),this.texture.generateMipmap());var r=t.cells,n=t.positions;if(n&&r){var i=[],a=[],l=[],u=[],h=[],p=[],d=[],v=[],g=[],y=[],m=[],x=[],b=[],_=[];this.cells=r,this.positions=n;var w=t.vertexNormals,T=t.cellNormals,k=void 0===t.vertexNormalsEpsilon?1e-6:t.vertexNormalsEpsilon,M=void 0===t.faceNormalsEpsilon?1e-6:t.faceNormalsEpsilon;t.useFacetNormals&&!T&&(T=s.faceNormals(r,n,M)),T||w||(w=s.vertexNormals(r,n,k));var S=t.vertexColors,E=t.cellColors,L=t.meshColor||[1,1,1,1],C=t.vertexUVs,P=t.vertexIntensity,O=t.cellUVs,I=t.cellIntensity,z=1/0,D=-1/0;if(!C&&!O)if(P)if(t.vertexIntensityBounds)z=+t.vertexIntensityBounds[0],D=+t.vertexIntensityBounds[1];else for(var R=0;R<P.length;++R){var F=P[R];z=Math.min(z,F),D=Math.max(D,F)}else if(I)if(t.cellIntensityBounds)z=+t.cellIntensityBounds[0],D=+t.cellIntensityBounds[1];else for(R=0;R<I.length;++R)F=I[R],z=Math.min(z,F),D=Math.max(D,F);else for(R=0;R<n.length;++R)F=n[R][2],z=Math.min(z,F),D=Math.max(D,F);this.intensity=P||I||function(t){for(var e=t.length,r=new Array(e),n=0;n<e;++n)r[n]=t[n][2];return r}(n),this.pickVertex=!(I||E);var B=t.pointSizes,N=t.pointSize||1;for(this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],R=0;R<n.length;++R)for(var j=n[R],U=0;U<3;++U)!isNaN(j[U])&&isFinite(j[U])&&(this.bounds[0][U]=Math.min(this.bounds[0][U],j[U]),this.bounds[1][U]=Math.max(this.bounds[1][U],j[U]));var V=0,q=0,H=0;t:for(R=0;R<r.length;++R){var G=r[R];switch(G.length){case 1:for(j=n[Y=G[0]],U=0;U<3;++U)if(isNaN(j[U])||!isFinite(j[U]))continue t;y.push(j[0],j[1],j[2]),X=S?S[Y]:E?E[R]:L,this.opacityscale&&P?a.push(X[0],X[1],X[2],this.opacity*A((P[Y]-z)/(D-z),this.opacityscale)):3===X.length?m.push(X[0],X[1],X[2],this.opacity):(m.push(X[0],X[1],X[2],X[3]*this.opacity),X[3]<1&&(this.hasAlpha=!0)),Z=C?C[Y]:P?[(P[Y]-z)/(D-z),0]:O?O[R]:I?[(I[R]-z)/(D-z),0]:[(j[2]-z)/(D-z),0],x.push(Z[0],Z[1]),B?b.push(B[Y]):b.push(N),_.push(R),H+=1;break;case 2:for(U=0;U<2;++U){j=n[Y=G[U]];for(var W=0;W<3;++W)if(isNaN(j[W])||!isFinite(j[W]))continue t}for(U=0;U<2;++U)j=n[Y=G[U]],p.push(j[0],j[1],j[2]),X=S?S[Y]:E?E[R]:L,this.opacityscale&&P?a.push(X[0],X[1],X[2],this.opacity*A((P[Y]-z)/(D-z),this.opacityscale)):3===X.length?d.push(X[0],X[1],X[2],this.opacity):(d.push(X[0],X[1],X[2],X[3]*this.opacity),X[3]<1&&(this.hasAlpha=!0)),Z=C?C[Y]:P?[(P[Y]-z)/(D-z),0]:O?O[R]:I?[(I[R]-z)/(D-z),0]:[(j[2]-z)/(D-z),0],v.push(Z[0],Z[1]),g.push(R);q+=1;break;case 3:for(U=0;U<3;++U)for(j=n[Y=G[U]],W=0;W<3;++W)if(isNaN(j[W])||!isFinite(j[W]))continue t;for(U=0;U<3;++U){var Y,X,Z,K;j=n[Y=G[2-U]],i.push(j[0],j[1],j[2]),(X=S?S[Y]:E?E[R]:L)?this.opacityscale&&P?a.push(X[0],X[1],X[2],this.opacity*A((P[Y]-z)/(D-z),this.opacityscale)):3===X.length?a.push(X[0],X[1],X[2],this.opacity):(a.push(X[0],X[1],X[2],X[3]*this.opacity),X[3]<1&&(this.hasAlpha=!0)):a.push(.5,.5,.5,1),Z=C?C[Y]:P?[(P[Y]-z)/(D-z),0]:O?O[R]:I?[(I[R]-z)/(D-z),0]:[(j[2]-z)/(D-z),0],u.push(Z[0],Z[1]),K=w?w[Y]:T[R],l.push(K[0],K[1],K[2]),h.push(R)}V+=1}}this.pointCount=H,this.edgeCount=q,this.triangleCount=V,this.pointPositions.update(y),this.pointColors.update(m),this.pointUVs.update(x),this.pointSizes.update(b),this.pointIds.update(new Uint32Array(_)),this.edgePositions.update(p),this.edgeColors.update(d),this.edgeUVs.update(v),this.edgeIds.update(new Uint32Array(g)),this.trianglePositions.update(i),this.triangleColors.update(a),this.triangleUVs.update(u),this.triangleNormals.update(l),this.triangleIds.update(new Uint32Array(h))}},k.drawTransparent=k.draw=function(t){t=t||{};for(var e=this.gl,r=t.model||w,n=t.view||w,i=t.projection||w,a=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o<3;++o)a[0][o]=Math.max(a[0][o],this.clipBounds[0][o]),a[1][o]=Math.min(a[1][o],this.clipBounds[1][o]);var s={model:r,view:n,projection:i,inverseModel:w.slice(),clipBounds:a,kambient:this.ambientLight,kdiffuse:this.diffuseLight,kspecular:this.specularLight,roughness:this.roughness,fresnel:this.fresnel,eyePosition:[0,0,0],lightPosition:[0,0,0],contourColor:this.contourColor,texture:0};s.inverseModel=u(s.inverseModel,s.model),e.disable(e.CULL_FACE),this.texture.bind(0);var c=new Array(16);for(l(c,s.view,s.model),l(c,s.projection,c),u(c,c),o=0;o<3;++o)s.eyePosition[o]=c[12+o]/c[15];var f,h=c[15];for(o=0;o<3;++o)h+=this.lightPosition[o]*c[4*o+3];for(o=0;o<3;++o){for(var p=c[12+o],d=0;d<3;++d)p+=c[4*d+o]*this.lightPosition[d];s.lightPosition[o]=p/h}this.triangleCount>0&&((f=this.triShader).bind(),f.uniforms=s,this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind()),this.edgeCount>0&&this.lineWidth>0&&((f=this.lineShader).bind(),f.uniforms=s,this.edgeVAO.bind(),e.lineWidth(this.lineWidth*this.pixelRatio),e.drawArrays(e.LINES,0,2*this.edgeCount),this.edgeVAO.unbind()),this.pointCount>0&&((f=this.pointShader).bind(),f.uniforms=s,this.pointVAO.bind(),e.drawArrays(e.POINTS,0,this.pointCount),this.pointVAO.unbind()),this.contourEnable&&this.contourCount>0&&this.contourLineWidth>0&&((f=this.contourShader).bind(),f.uniforms=s,this.contourVAO.bind(),e.drawArrays(e.LINES,0,this.contourCount),this.contourVAO.unbind())},k.drawPick=function(t){t=t||{};for(var e=this.gl,r=t.model||w,n=t.view||w,i=t.projection||w,a=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o<3;++o)a[0][o]=Math.max(a[0][o],this.clipBounds[0][o]),a[1][o]=Math.min(a[1][o],this.clipBounds[1][o]);this._model=[].slice.call(r),this._view=[].slice.call(n),this._projection=[].slice.call(i),this._resolution=[e.drawingBufferWidth,e.drawingBufferHeight];var s,l={model:r,view:n,projection:i,clipBounds:a,pickId:this.pickId/255};(s=this.pickShader).bind(),s.uniforms=l,this.triangleCount>0&&(this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind()),this.edgeCount>0&&(this.edgeVAO.bind(),e.lineWidth(this.lineWidth*this.pixelRatio),e.drawArrays(e.LINES,0,2*this.edgeCount),this.edgeVAO.unbind()),this.pointCount>0&&((s=this.pointPickShader).bind(),s.uniforms=l,this.pointVAO.bind(),e.drawArrays(e.POINTS,0,this.pointCount),this.pointVAO.unbind())},k.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;for(var e=t.value[0]+256*t.value[1]+65536*t.value[2],r=this.cells[e],n=this.positions,i=new Array(r.length),a=0;a<r.length;++a)i[a]=n[r[a]];var o=t.coord[0],s=t.coord[1];if(!this.pickVertex){var l=this.positions[r[0]],u=this.positions[r[1]],c=this.positions[r[2]],f=[(l[0]+u[0]+c[0])/3,(l[1]+u[1]+c[1])/3,(l[2]+u[2]+c[2])/3];return{_cellCenter:!0,position:[o,s],index:e,cell:r,cellId:e,intensity:this.intensity[e],dataCoordinate:f}}var h=v(i,[o*this.pixelRatio,this._resolution[1]-s*this.pixelRatio],this._model,this._view,this._projection,this._resolution);if(!h)return null;var p=h[2],d=0;for(a=0;a<r.length;++a)d+=p[a]*this.intensity[r[a]];return{position:h[1],index:r[h[0]],cell:r,cellId:e,intensity:d,dataCoordinate:this.positions[r[h[0]]]}},k.dispose=function(){this.texture.dispose(),this.triShader.dispose(),this.lineShader.dispose(),this.pointShader.dispose(),this.pickShader.dispose(),this.pointPickShader.dispose(),this.triangleVAO.dispose(),this.trianglePositions.dispose(),this.triangleColors.dispose(),this.triangleUVs.dispose(),this.triangleNormals.dispose(),this.triangleIds.dispose(),this.edgeVAO.dispose(),this.edgePositions.dispose(),this.edgeColors.dispose(),this.edgeUVs.dispose(),this.edgeIds.dispose(),this.pointVAO.dispose(),this.pointPositions.dispose(),this.pointColors.dispose(),this.pointUVs.dispose(),this.pointSizes.dispose(),this.pointIds.dispose(),this.contourVAO.dispose(),this.contourPositions.dispose(),this.contourShader.dispose()},t.exports=function(t,e){if(1===arguments.length&&(t=(e=t).gl),!(t.getExtension(\"OES_standard_derivatives\")||t.getExtension(\"MOZ_OES_standard_derivatives\")||t.getExtension(\"WEBKIT_OES_standard_derivatives\")))throw new Error(\"derivatives not supported\");var r=function(t){var e=n(t,g.vertex,g.fragment);return e.attributes.position.location=0,e.attributes.color.location=2,e.attributes.uv.location=3,e.attributes.normal.location=4,e}(t),s=function(t){var e=n(t,y.vertex,y.fragment);return e.attributes.position.location=0,e.attributes.color.location=2,e.attributes.uv.location=3,e}(t),l=M(t),u=S(t),f=E(t),h=L(t),p=o(t,c(new Uint8Array([255,255,255,255]),[1,1,4]));p.generateMipmap(),p.minFilter=t.LINEAR_MIPMAP_LINEAR,p.magFilter=t.LINEAR;var d=i(t),v=i(t),m=i(t),x=i(t),b=i(t),_=a(t,[{buffer:d,type:t.FLOAT,size:3},{buffer:b,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:v,type:t.FLOAT,size:4},{buffer:m,type:t.FLOAT,size:2},{buffer:x,type:t.FLOAT,size:3}]),w=i(t),k=i(t),A=i(t),C=i(t),P=a(t,[{buffer:w,type:t.FLOAT,size:3},{buffer:C,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:k,type:t.FLOAT,size:4},{buffer:A,type:t.FLOAT,size:2}]),O=i(t),I=i(t),z=i(t),D=i(t),R=i(t),F=a(t,[{buffer:O,type:t.FLOAT,size:3},{buffer:R,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:I,type:t.FLOAT,size:4},{buffer:z,type:t.FLOAT,size:2},{buffer:D,type:t.FLOAT,size:1}]),B=i(t),N=new T(t,p,r,s,l,u,f,h,d,b,v,m,x,_,w,C,k,A,P,O,R,I,z,D,F,B,a(t,[{buffer:B,type:t.FLOAT,size:3}]));return N.update(e),N}},8120:function(t,e,r){\"use strict\";t.exports=function(t){var e=t.gl;return new o(t,n(e,[0,0,0,1,1,0,1,1]),i(e,a.boxVert,a.lineFrag))};var n=r(2762),i=r(9405),a=r(3603);function o(t,e,r){this.plot=t,this.vbo=e,this.shader=r}var s,l,u=o.prototype;u.bind=function(){var t=this.shader;this.vbo.bind(),this.shader.bind(),t.attributes.coord.pointer(),t.uniforms.screenBox=this.plot.screenBox},u.drawBox=(s=[0,0],l=[0,0],function(t,e,r,n,i){var a=this.plot,o=this.shader,u=a.gl;s[0]=t,s[1]=e,l[0]=r,l[1]=n,o.uniforms.lo=s,o.uniforms.hi=l,o.uniforms.color=i,u.drawArrays(u.TRIANGLE_STRIP,0,4)}),u.dispose=function(){this.vbo.dispose(),this.shader.dispose()}},1913:function(t,e,r){\"use strict\";t.exports=function(t){var e=t.gl;return new s(t,n(e),i(e,o.gridVert,o.gridFrag),i(e,o.tickVert,o.gridFrag))};var n=r(2762),i=r(9405),a=r(2478),o=r(3603);function s(t,e,r,n){this.plot=t,this.vbo=e,this.shader=r,this.tickShader=n,this.ticks=[[],[]]}function l(t,e){return t-e}var u,c,f,h,p,d=s.prototype;d.draw=(u=[0,0],c=[0,0],f=[0,0],function(){for(var t=this.plot,e=this.vbo,r=this.shader,n=this.ticks,i=t.gl,a=t._tickBounds,o=t.dataBox,s=t.viewBox,l=t.gridLineWidth,h=t.gridLineColor,p=t.gridLineEnable,d=t.pixelRatio,v=0;v<2;++v){var g=a[v],y=a[v+2]-g,m=.5*(o[v+2]+o[v]),x=o[v+2]-o[v];c[v]=2*y/x,u[v]=2*(g-m)/x}r.bind(),e.bind(),r.attributes.dataCoord.pointer(),r.uniforms.dataShift=u,r.uniforms.dataScale=c;var b=0;for(v=0;v<2;++v){f[0]=f[1]=0,f[v]=1,r.uniforms.dataAxis=f,r.uniforms.lineWidth=l[v]/(s[v+2]-s[v])*d,r.uniforms.color=h[v];var _=6*n[v].length;p[v]&&_&&i.drawArrays(i.TRIANGLES,b,_),b+=_}}),d.drawTickMarks=function(){var t=[0,0],e=[0,0],r=[1,0],n=[0,1],i=[0,0],o=[0,0];return function(){for(var s=this.plot,u=this.vbo,c=this.tickShader,f=this.ticks,h=s.gl,p=s._tickBounds,d=s.dataBox,v=s.viewBox,g=s.pixelRatio,y=s.screenBox,m=y[2]-y[0],x=y[3]-y[1],b=v[2]-v[0],_=v[3]-v[1],w=0;w<2;++w){var T=p[w],k=p[w+2]-T,A=.5*(d[w+2]+d[w]),M=d[w+2]-d[w];e[w]=2*k/M,t[w]=2*(T-A)/M}e[0]*=b/m,t[0]*=b/m,e[1]*=_/x,t[1]*=_/x,c.bind(),u.bind(),c.attributes.dataCoord.pointer();var S=c.uniforms;S.dataShift=t,S.dataScale=e;var E=s.tickMarkLength,L=s.tickMarkWidth,C=s.tickMarkColor,P=6*f[0].length,O=Math.min(a.ge(f[0],(d[0]-p[0])/(p[2]-p[0]),l),f[0].length),I=Math.min(a.gt(f[0],(d[2]-p[0])/(p[2]-p[0]),l),f[0].length),z=0+6*O,D=6*Math.max(0,I-O),R=Math.min(a.ge(f[1],(d[1]-p[1])/(p[3]-p[1]),l),f[1].length),F=Math.min(a.gt(f[1],(d[3]-p[1])/(p[3]-p[1]),l),f[1].length),B=P+6*R,N=6*Math.max(0,F-R);i[0]=2*(v[0]-E[1])/m-1,i[1]=(v[3]+v[1])/x-1,o[0]=E[1]*g/m,o[1]=L[1]*g/x,N&&(S.color=C[1],S.tickScale=o,S.dataAxis=n,S.screenOffset=i,h.drawArrays(h.TRIANGLES,B,N)),i[0]=(v[2]+v[0])/m-1,i[1]=2*(v[1]-E[0])/x-1,o[0]=L[0]*g/m,o[1]=E[0]*g/x,D&&(S.color=C[0],S.tickScale=o,S.dataAxis=r,S.screenOffset=i,h.drawArrays(h.TRIANGLES,z,D)),i[0]=2*(v[2]+E[3])/m-1,i[1]=(v[3]+v[1])/x-1,o[0]=E[3]*g/m,o[1]=L[3]*g/x,N&&(S.color=C[3],S.tickScale=o,S.dataAxis=n,S.screenOffset=i,h.drawArrays(h.TRIANGLES,B,N)),i[0]=(v[2]+v[0])/m-1,i[1]=2*(v[3]+E[2])/x-1,o[0]=L[2]*g/m,o[1]=E[2]*g/x,D&&(S.color=C[2],S.tickScale=o,S.dataAxis=r,S.screenOffset=i,h.drawArrays(h.TRIANGLES,z,D))}}(),d.update=(h=[1,1,-1,-1,1,-1],p=[1,-1,1,1,-1,-1],function(t){for(var e=t.ticks,r=t.bounds,n=new Float32Array(18*(e[0].length+e[1].length)),i=(this.plot.zeroLineEnable,0),a=[[],[]],o=0;o<2;++o)for(var s=a[o],l=e[o],u=r[o],c=r[o+2],f=0;f<l.length;++f){var d=(l[f].x-u)/(c-u);s.push(d);for(var v=0;v<6;++v)n[i++]=d,n[i++]=h[v],n[i++]=p[v]}this.ticks=a,this.vbo.update(n)}),d.dispose=function(){this.vbo.dispose(),this.shader.dispose(),this.tickShader.dispose()}},4747:function(t,e,r){\"use strict\";t.exports=function(t){var e=t.gl;return new o(t,n(e,[-1,-1,-1,1,1,-1,1,1]),i(e,a.lineVert,a.lineFrag))};var n=r(2762),i=r(9405),a=r(3603);function o(t,e,r){this.plot=t,this.vbo=e,this.shader=r}var s,l,u=o.prototype;u.bind=function(){var t=this.shader;this.vbo.bind(),this.shader.bind(),t.attributes.coord.pointer(),t.uniforms.screenBox=this.plot.screenBox},u.drawLine=(s=[0,0],l=[0,0],function(t,e,r,n,i,a){var o=this.plot,u=this.shader,c=o.gl;s[0]=t,s[1]=e,l[0]=r,l[1]=n,u.uniforms.start=s,u.uniforms.end=l,u.uniforms.width=i*o.pixelRatio,u.uniforms.color=a,c.drawArrays(c.TRIANGLE_STRIP,0,4)}),u.dispose=function(){this.vbo.dispose(),this.shader.dispose()}},3603:function(t,e,r){\"use strict\";var n=r(3236),i=n([\"precision lowp float;\\n#define GLSLIFY 1\\nuniform vec4 color;\\nvoid main() {\\n  gl_FragColor = vec4(color.xyz * color.w, color.w);\\n}\\n\"]);t.exports={lineVert:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 coord;\\n\\nuniform vec4 screenBox;\\nuniform vec2 start, end;\\nuniform float width;\\n\\nvec2 perp(vec2 v) {\\n  return vec2(v.y, -v.x);\\n}\\n\\nvec2 screen(vec2 v) {\\n  return 2.0 * (v - screenBox.xy) / (screenBox.zw - screenBox.xy) - 1.0;\\n}\\n\\nvoid main() {\\n  vec2 delta = normalize(perp(start - end));\\n  vec2 offset = mix(start, end, 0.5 * (coord.y+1.0));\\n  gl_Position = vec4(screen(offset + 0.5 * width * delta * coord.x), 0, 1);\\n}\\n\"]),lineFrag:i,textVert:n([\"#define GLSLIFY 1\\nattribute vec3 textCoordinate;\\n\\nuniform vec2 dataScale, dataShift, dataAxis, screenOffset, textScale;\\nuniform float angle;\\n\\nvoid main() {\\n  float dataOffset  = textCoordinate.z;\\n  vec2 glyphOffset  = textCoordinate.xy;\\n  mat2 glyphMatrix = mat2(cos(angle), sin(angle), -sin(angle), cos(angle));\\n  vec2 screenCoordinate = dataAxis * (dataScale * dataOffset + dataShift) +\\n    glyphMatrix * glyphOffset * textScale + screenOffset;\\n  gl_Position = vec4(screenCoordinate, 0, 1);\\n}\\n\"]),textFrag:i,gridVert:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec3 dataCoord;\\n\\nuniform vec2 dataAxis, dataShift, dataScale;\\nuniform float lineWidth;\\n\\nvoid main() {\\n  vec2 pos = dataAxis * (dataScale * dataCoord.x + dataShift);\\n  pos += 10.0 * dataCoord.y * vec2(dataAxis.y, -dataAxis.x) + dataCoord.z * lineWidth;\\n  gl_Position = vec4(pos, 0, 1);\\n}\\n\"]),gridFrag:i,boxVert:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 coord;\\n\\nuniform vec4 screenBox;\\nuniform vec2 lo, hi;\\n\\nvec2 screen(vec2 v) {\\n  return 2.0 * (v - screenBox.xy) / (screenBox.zw - screenBox.xy) - 1.0;\\n}\\n\\nvoid main() {\\n  gl_Position = vec4(screen(mix(lo, hi, coord)), 0, 1);\\n}\\n\"]),tickVert:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec3 dataCoord;\\n\\nuniform vec2 dataAxis, dataShift, dataScale, screenOffset, tickScale;\\n\\nvoid main() {\\n  vec2 pos = dataAxis * (dataScale * dataCoord.x + dataShift);\\n  gl_Position = vec4(pos + tickScale*dataCoord.yz + screenOffset, 0, 1);\\n}\\n\"])}},2142:function(t,e,r){\"use strict\";t.exports=function(t){var e=t.gl;return new l(t,n(e),i(e,s.textVert,s.textFrag))};var n=r(2762),i=r(9405),a=r(529),o=r(2478),s=r(3603);function l(t,e,r){this.plot=t,this.vbo=e,this.shader=r,this.tickOffset=[[],[]],this.tickX=[[],[]],this.labelOffset=[0,0],this.labelCount=[0,0]}var u,c,f,h,p,d,v=l.prototype;v.drawTicks=(u=[0,0],c=[0,0],f=[0,0],function(t){var e=this.plot,r=this.shader,n=this.tickX[t],i=this.tickOffset[t],a=e.gl,s=e.viewBox,l=e.dataBox,h=e.screenBox,p=e.pixelRatio,d=e.tickEnable,v=e.tickPad,g=e.tickColor,y=e.tickAngle,m=e.labelEnable,x=e.labelPad,b=e.labelColor,_=e.labelAngle,w=this.labelOffset[t],T=this.labelCount[t],k=o.lt(n,l[t]),A=o.le(n,l[t+2]);u[0]=u[1]=0,u[t]=1,c[t]=(s[2+t]+s[t])/(h[2+t]-h[t])-1;var M=2/h[2+(1^t)]-h[1^t];c[1^t]=M*s[1^t]-1,d[t]&&(c[1^t]-=M*p*v[t],k<A&&i[A]>i[k]&&(r.uniforms.dataAxis=u,r.uniforms.screenOffset=c,r.uniforms.color=g[t],r.uniforms.angle=y[t],a.drawArrays(a.TRIANGLES,i[k],i[A]-i[k]))),m[t]&&T&&(c[1^t]-=M*p*x[t],r.uniforms.dataAxis=f,r.uniforms.screenOffset=c,r.uniforms.color=b[t],r.uniforms.angle=_[t],a.drawArrays(a.TRIANGLES,w,T)),c[1^t]=M*s[2+(1^t)]-1,d[t+2]&&(c[1^t]+=M*p*v[t+2],k<A&&i[A]>i[k]&&(r.uniforms.dataAxis=u,r.uniforms.screenOffset=c,r.uniforms.color=g[t+2],r.uniforms.angle=y[t+2],a.drawArrays(a.TRIANGLES,i[k],i[A]-i[k]))),m[t+2]&&T&&(c[1^t]+=M*p*x[t+2],r.uniforms.dataAxis=f,r.uniforms.screenOffset=c,r.uniforms.color=b[t+2],r.uniforms.angle=_[t+2],a.drawArrays(a.TRIANGLES,w,T))}),v.drawTitle=function(){var t=[0,0],e=[0,0];return function(){var r=this.plot,n=this.shader,i=r.gl,a=r.screenBox,o=r.titleCenter,s=r.titleAngle,l=r.titleColor,u=r.pixelRatio;if(this.titleCount){for(var c=0;c<2;++c)e[c]=2*(o[c]*u-a[c])/(a[2+c]-a[c])-1;n.bind(),n.uniforms.dataAxis=t,n.uniforms.screenOffset=e,n.uniforms.angle=s,n.uniforms.color=l,i.drawArrays(i.TRIANGLES,this.titleOffset,this.titleCount)}}}(),v.bind=(h=[0,0],p=[0,0],d=[0,0],function(){var t=this.plot,e=this.shader,r=t._tickBounds,n=t.dataBox,i=t.screenBox,a=t.viewBox;e.bind();for(var o=0;o<2;++o){var s=r[o],l=r[o+2]-s,u=.5*(n[o+2]+n[o]),c=n[o+2]-n[o],f=a[o],v=a[o+2]-f,g=i[o],y=i[o+2]-g;p[o]=2*l/c*v/y,h[o]=2*(s-u)/c*v/y}d[1]=2*t.pixelRatio/(i[3]-i[1]),d[0]=d[1]*(i[3]-i[1])/(i[2]-i[0]),e.uniforms.dataScale=p,e.uniforms.dataShift=h,e.uniforms.textScale=d,this.vbo.bind(),e.attributes.textCoordinate.pointer()}),v.update=function(t){var e,r,n,i,o,s=[],l=t.ticks,u=t.bounds;for(o=0;o<2;++o){var c=[Math.floor(s.length/3)],f=[-1/0],h=l[o];for(e=0;e<h.length;++e){var p=h[e],d=p.x,v=p.text,g=p.font||\"sans-serif\",y=p.fontStyle||\"normal\",m=p.fontWeight||\"normal\",x=p.fontVariant||\"normal\";i=p.fontSize||12;for(var b=1/(u[o+2]-u[o]),_=u[o],w=v.split(\"\\n\"),T=0;T<w.length;T++)for(n=a(g,w[T],{fontStyle:y,fontWeight:m,fontVariant:x}).data,r=0;r<n.length;r+=2)s.push(n[r]*i,-n[r+1]*i-T*i*1.2,(d-_)*b);c.push(Math.floor(s.length/3)),f.push(d)}this.tickOffset[o]=c,this.tickX[o]=f}for(o=0;o<2;++o){for(this.labelOffset[o]=Math.floor(s.length/3),n=a(t.labelFont[o],t.labels[o],{fontStyle:t.labelFontStyle[o],fontWeight:t.labelFontWeight[o],fontVariant:t.labelFontVariant[o],textAlign:\"center\"}).data,i=t.labelSize[o],e=0;e<n.length;e+=2)s.push(n[e]*i,-n[e+1]*i,0);this.labelCount[o]=Math.floor(s.length/3)-this.labelOffset[o]}for(this.titleOffset=Math.floor(s.length/3),n=a(t.titleFont,t.title,{fontStyle:t.titleFontStyle,fontWeight:t.titleFontWeight,fontVariant:t.titleFontVariant}).data,i=t.titleSize,e=0;e<n.length;e+=2)s.push(n[e]*i,-n[e+1]*i,0);this.titleCount=Math.floor(s.length/3)-this.titleOffset,this.vbo.update(s)},v.dispose=function(){this.vbo.dispose(),this.shader.dispose()}},1850:function(t,e,r){\"use strict\";t.exports=function(t){var e=t.gl,r=new l(e,n(e,[e.drawingBufferWidth,e.drawingBufferHeight]));return r.grid=i(r),r.text=a(r),r.line=o(r),r.box=s(r),r.update(t),r};var n=r(3589),i=r(1913),a=r(2142),o=r(4747),s=r(8120);function l(t,e){this.gl=t,this.pickBuffer=e,this.screenBox=[0,0,t.drawingBufferWidth,t.drawingBufferHeight],this.viewBox=[0,0,0,0],this.dataBox=[-10,-10,10,10],this.gridLineEnable=[!0,!0],this.gridLineWidth=[1,1],this.gridLineColor=[[0,0,0,1],[0,0,0,1]],this.pixelRatio=1,this.tickMarkLength=[0,0,0,0],this.tickMarkWidth=[0,0,0,0],this.tickMarkColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.tickPad=[15,15,15,15],this.tickAngle=[0,0,0,0],this.tickEnable=[!0,!0,!0,!0],this.tickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.labelPad=[15,15,15,15],this.labelAngle=[0,Math.PI/2,0,3*Math.PI/2],this.labelEnable=[!0,!0,!0,!0],this.labelColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.titleCenter=[0,0],this.titleEnable=!0,this.titleAngle=0,this.titleColor=[0,0,0,1],this.borderColor=[0,0,0,0],this.backgroundColor=[0,0,0,0],this.zeroLineEnable=[!0,!0],this.zeroLineWidth=[4,4],this.zeroLineColor=[[0,0,0,1],[0,0,0,1]],this.borderLineEnable=[!0,!0,!0,!0],this.borderLineWidth=[2,2,2,2],this.borderLineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.grid=null,this.text=null,this.line=null,this.box=null,this.objects=[],this.overlays=[],this._tickBounds=[1/0,1/0,-1/0,-1/0],this.static=!1,this.dirty=!1,this.pickDirty=!1,this.pickDelay=120,this.pickRadius=10,this._pickTimeout=null,this._drawPick=this.drawPick.bind(this),this._depthCounter=0}var u=l.prototype;function c(t){for(var e=t.slice(),r=0;r<e.length;++r)e[r]=e[r].slice();return e}function f(t,e){return t.x-e.x}u.setDirty=function(){this.dirty=this.pickDirty=!0},u.setOverlayDirty=function(){this.dirty=!0},u.nextDepthValue=function(){return this._depthCounter++/65536},u.draw=function(){var t=this.gl,e=this.screenBox,r=this.viewBox,n=this.dataBox,i=this.pixelRatio,a=this.grid,o=this.line,s=this.text,l=this.objects;if(this._depthCounter=0,this.pickDirty&&(this._pickTimeout&&clearTimeout(this._pickTimeout),this.pickDirty=!1,this._pickTimeout=setTimeout(this._drawPick,this.pickDelay)),this.dirty){if(this.dirty=!1,t.bindFramebuffer(t.FRAMEBUFFER,null),t.enable(t.SCISSOR_TEST),t.disable(t.DEPTH_TEST),t.depthFunc(t.LESS),t.depthMask(!1),t.enable(t.BLEND),t.blendEquation(t.FUNC_ADD,t.FUNC_ADD),t.blendFunc(t.ONE,t.ONE_MINUS_SRC_ALPHA),this.borderColor){t.scissor(e[0],e[1],e[2]-e[0],e[3]-e[1]);var u=this.borderColor;t.clearColor(u[0]*u[3],u[1]*u[3],u[2]*u[3],u[3]),t.clear(t.COLOR_BUFFER_BIT|t.DEPTH_BUFFER_BIT)}t.scissor(r[0],r[1],r[2]-r[0],r[3]-r[1]),t.viewport(r[0],r[1],r[2]-r[0],r[3]-r[1]);var c=this.backgroundColor;t.clearColor(c[0]*c[3],c[1]*c[3],c[2]*c[3],c[3]),t.clear(t.COLOR_BUFFER_BIT),a.draw();var f=this.zeroLineEnable,h=this.zeroLineColor,p=this.zeroLineWidth;if(f[0]||f[1]){o.bind();for(var d=0;d<2;++d)if(f[d]&&n[d]<=0&&n[d+2]>=0){var v=e[d]-n[d]*(e[d+2]-e[d])/(n[d+2]-n[d]);0===d?o.drawLine(v,e[1],v,e[3],p[d],h[d]):o.drawLine(e[0],v,e[2],v,p[d],h[d])}}for(d=0;d<l.length;++d)l[d].draw();t.viewport(e[0],e[1],e[2]-e[0],e[3]-e[1]),t.scissor(e[0],e[1],e[2]-e[0],e[3]-e[1]),this.grid.drawTickMarks(),o.bind();var g=this.borderLineEnable,y=this.borderLineWidth,m=this.borderLineColor;for(g[1]&&o.drawLine(r[0],r[1]-.5*y[1]*i,r[0],r[3]+.5*y[3]*i,y[1],m[1]),g[0]&&o.drawLine(r[0]-.5*y[0]*i,r[1],r[2]+.5*y[2]*i,r[1],y[0],m[0]),g[3]&&o.drawLine(r[2],r[1]-.5*y[1]*i,r[2],r[3]+.5*y[3]*i,y[3],m[3]),g[2]&&o.drawLine(r[0]-.5*y[0]*i,r[3],r[2]+.5*y[2]*i,r[3],y[2],m[2]),s.bind(),d=0;d<2;++d)s.drawTicks(d);this.titleEnable&&s.drawTitle();var x=this.overlays;for(d=0;d<x.length;++d)x[d].draw();t.disable(t.SCISSOR_TEST),t.disable(t.BLEND),t.depthMask(!0)}},u.drawPick=function(){if(!this.static){var t=this.pickBuffer;this.gl,this._pickTimeout=null,t.begin();for(var e=1,r=this.objects,n=0;n<r.length;++n)e=r[n].drawPick(e);t.end()}},u.pick=function(t,e){if(!this.static){var r=this.pixelRatio,n=this.pickPixelRatio,i=this.viewBox,a=0|Math.round((t-i[0]/r)*n),o=0|Math.round((e-i[1]/r)*n),s=this.pickBuffer.query(a,o,this.pickRadius);if(!s)return null;for(var l=s.id+(s.value[0]<<8)+(s.value[1]<<16)+(s.value[2]<<24),u=this.objects,c=0;c<u.length;++c){var f=u[c].pick(a,o,l);if(f)return f}return null}},u.setScreenBox=function(t){var e=this.screenBox,r=this.pixelRatio;e[0]=0|Math.round(t[0]*r),e[1]=0|Math.round(t[1]*r),e[2]=0|Math.round(t[2]*r),e[3]=0|Math.round(t[3]*r),this.setDirty()},u.setDataBox=function(t){var e=this.dataBox;(e[0]!==t[0]||e[1]!==t[1]||e[2]!==t[2]||e[3]!==t[3])&&(e[0]=t[0],e[1]=t[1],e[2]=t[2],e[3]=t[3],this.setDirty())},u.setViewBox=function(t){var e=this.pixelRatio,r=this.viewBox;r[0]=0|Math.round(t[0]*e),r[1]=0|Math.round(t[1]*e),r[2]=0|Math.round(t[2]*e),r[3]=0|Math.round(t[3]*e);var n=this.pickPixelRatio;this.pickBuffer.shape=[0|Math.round((t[2]-t[0])*n),0|Math.round((t[3]-t[1])*n)],this.setDirty()},u.update=function(t){t=t||{};var e=this.gl;this.pixelRatio=t.pixelRatio||1;var r=this.pixelRatio;this.pickPixelRatio=Math.max(r,1),this.setScreenBox(t.screenBox||[0,0,e.drawingBufferWidth/r,e.drawingBufferHeight/r]),this.screenBox,this.setViewBox(t.viewBox||[.125*(this.screenBox[2]-this.screenBox[0])/r,.125*(this.screenBox[3]-this.screenBox[1])/r,.875*(this.screenBox[2]-this.screenBox[0])/r,.875*(this.screenBox[3]-this.screenBox[1])/r]);var n=this.viewBox,i=(n[2]-n[0])/(n[3]-n[1]);this.setDataBox(t.dataBox||[-10,-10/i,10,10/i]),this.borderColor=!1!==t.borderColor&&(t.borderColor||[0,0,0,0]).slice(),this.backgroundColor=(t.backgroundColor||[0,0,0,0]).slice(),this.gridLineEnable=(t.gridLineEnable||[!0,!0]).slice(),this.gridLineWidth=(t.gridLineWidth||[1,1]).slice(),this.gridLineColor=c(t.gridLineColor||[[.5,.5,.5,1],[.5,.5,.5,1]]),this.zeroLineEnable=(t.zeroLineEnable||[!0,!0]).slice(),this.zeroLineWidth=(t.zeroLineWidth||[4,4]).slice(),this.zeroLineColor=c(t.zeroLineColor||[[0,0,0,1],[0,0,0,1]]),this.tickMarkLength=(t.tickMarkLength||[0,0,0,0]).slice(),this.tickMarkWidth=(t.tickMarkWidth||[0,0,0,0]).slice(),this.tickMarkColor=c(t.tickMarkColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]),this.titleCenter=(t.titleCenter||[.5*(n[0]+n[2])/r,(n[3]+120)/r]).slice(),this.titleEnable=!(\"titleEnable\"in t)||!!t.titleEnable,this.titleAngle=t.titleAngle||0,this.titleColor=(t.titleColor||[0,0,0,1]).slice(),this.labelPad=(t.labelPad||[15,15,15,15]).slice(),this.labelAngle=(t.labelAngle||[0,Math.PI/2,0,3*Math.PI/2]).slice(),this.labelEnable=(t.labelEnable||[!0,!0,!0,!0]).slice(),this.labelColor=c(t.labelColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]),this.tickPad=(t.tickPad||[15,15,15,15]).slice(),this.tickAngle=(t.tickAngle||[0,0,0,0]).slice(),this.tickEnable=(t.tickEnable||[!0,!0,!0,!0]).slice(),this.tickColor=c(t.tickColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]),this.borderLineEnable=(t.borderLineEnable||[!0,!0,!0,!0]).slice(),this.borderLineWidth=(t.borderLineWidth||[2,2,2,2]).slice(),this.borderLineColor=c(t.borderLineColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]);var a=t.ticks||[[],[]],o=this._tickBounds;o[0]=o[1]=1/0,o[2]=o[3]=-1/0;for(var s=0;s<2;++s){var l=a[s].slice(0);0!==l.length&&(l.sort(f),o[s]=Math.min(o[s],l[0].x),o[s+2]=Math.max(o[s+2],l[l.length-1].x))}this.grid.update({bounds:o,ticks:a}),this.text.update({bounds:o,ticks:a,labels:t.labels||[\"x\",\"y\"],labelSize:t.labelSize||[12,12],labelFont:t.labelFont||[\"sans-serif\",\"sans-serif\"],labelFontStyle:t.labelFontStyle||[\"normal\",\"normal\"],labelFontWeight:t.labelFontWeight||[\"normal\",\"normal\"],labelFontVariant:t.labelFontVariant||[\"normal\",\"normal\"],title:t.title||\"\",titleSize:t.titleSize||18,titleFont:t.titleFont||\"sans-serif\",titleFontStyle:t.titleFontStyle||\"normal\",titleFontWeight:t.titleFontWeight||\"normal\",titleFontVariant:t.titleFontVariant||\"normal\"}),this.static=!!t.static,this.setDirty()},u.dispose=function(){this.box.dispose(),this.grid.dispose(),this.text.dispose(),this.line.dispose();for(var t=this.objects.length-1;t>=0;--t)this.objects[t].dispose();for(this.objects.length=0,t=this.overlays.length-1;t>=0;--t)this.overlays[t].dispose();this.overlays.length=0,this.gl=null},u.addObject=function(t){this.objects.indexOf(t)<0&&(this.objects.push(t),this.setDirty())},u.removeObject=function(t){for(var e=this.objects,r=0;r<e.length;++r)if(e[r]===t){e.splice(r,1),this.setDirty();break}},u.addOverlay=function(t){this.overlays.indexOf(t)<0&&(this.overlays.push(t),this.setOverlayDirty())},u.removeOverlay=function(t){for(var e=this.overlays,r=0;r<e.length;++r)if(e[r]===t){e.splice(r,1),this.setOverlayDirty();break}}},4437:function(t,e,r){\"use strict\";t.exports=function(t,e){t=t||document.body;var r=[.01,1/0];\"distanceLimits\"in(e=e||{})&&(r[0]=e.distanceLimits[0],r[1]=e.distanceLimits[1]),\"zoomMin\"in e&&(r[0]=e.zoomMin),\"zoomMax\"in e&&(r[1]=e.zoomMax);var u=i({center:e.center||[0,0,0],up:e.up||[0,1,0],eye:e.eye||[0,0,10],mode:e.mode||\"orbit\",distanceLimits:r}),c=[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],f=0,h=t.clientWidth,p=t.clientHeight,d={keyBindingMode:\"rotate\",enableWheel:!0,view:u,element:t,delay:e.delay||16,rotateSpeed:e.rotateSpeed||1,zoomSpeed:e.zoomSpeed||1,translateSpeed:e.translateSpeed||1,flipX:!!e.flipX,flipY:!!e.flipY,modes:u.modes,_ortho:e._ortho||e.projection&&\"orthographic\"===e.projection.type||!1,tick:function(){var e=n(),r=this.delay,i=e-2*r;u.idle(e-r),u.recalcMatrix(i),u.flush(e-(100+2*r));for(var a=!0,o=u.computedMatrix,s=0;s<16;++s)a=a&&c[s]===o[s],c[s]=o[s];var l=t.clientWidth===h&&t.clientHeight===p;return h=t.clientWidth,p=t.clientHeight,a?!l:(f=Math.exp(u.computedRadius[0]),!0)},lookAt:function(t,e,r){u.lookAt(u.lastT(),t,e,r)},rotate:function(t,e,r){u.rotate(u.lastT(),t,e,r)},pan:function(t,e,r){u.pan(u.lastT(),t,e,r)},translate:function(t,e,r){u.translate(u.lastT(),t,e,r)}};return Object.defineProperties(d,{matrix:{get:function(){return u.computedMatrix},set:function(t){return u.setMatrix(u.lastT(),t),u.computedMatrix},enumerable:!0},mode:{get:function(){return u.getMode()},set:function(t){var e=u.computedUp.slice(),r=u.computedEye.slice(),i=u.computedCenter.slice();if(u.setMode(t),\"turntable\"===t){var a=n();u._active.lookAt(a,r,i,e),u._active.lookAt(a+500,r,i,[0,0,1]),u._active.flush(a)}return u.getMode()},enumerable:!0},center:{get:function(){return u.computedCenter},set:function(t){return u.lookAt(u.lastT(),null,t),u.computedCenter},enumerable:!0},eye:{get:function(){return u.computedEye},set:function(t){return u.lookAt(u.lastT(),t),u.computedEye},enumerable:!0},up:{get:function(){return u.computedUp},set:function(t){return u.lookAt(u.lastT(),null,null,t),u.computedUp},enumerable:!0},distance:{get:function(){return f},set:function(t){return u.setDistance(u.lastT(),t),t},enumerable:!0},distanceLimits:{get:function(){return u.getDistanceLimits(r)},set:function(t){return u.setDistanceLimits(t),t},enumerable:!0}}),t.addEventListener(\"contextmenu\",(function(t){return t.preventDefault(),!1})),d._lastX=-1,d._lastY=-1,d._lastMods={shift:!1,control:!1,alt:!1,meta:!1},d.enableMouseListeners=function(){function e(e,r,i,a){var o=d.keyBindingMode;if(!1!==o){var s=\"rotate\"===o,l=\"pan\"===o,c=\"zoom\"===o,h=!!a.control,p=!!a.alt,v=!!a.shift,g=!!(1&e),y=!!(2&e),m=!!(4&e),x=1/t.clientHeight,b=x*(r-d._lastX),_=x*(i-d._lastY),w=d.flipX?1:-1,T=d.flipY?1:-1,k=Math.PI*d.rotateSpeed,A=n();if(-1!==d._lastX&&-1!==d._lastY&&((s&&g&&!h&&!p&&!v||g&&!h&&!p&&v)&&u.rotate(A,w*k*b,-T*k*_,0),(l&&g&&!h&&!p&&!v||y||g&&h&&!p&&!v)&&u.pan(A,-d.translateSpeed*b*f,d.translateSpeed*_*f,0),c&&g&&!h&&!p&&!v||m||g&&!h&&p&&!v)){var M=-d.zoomSpeed*_/window.innerHeight*(A-u.lastT())*100;u.pan(A,0,0,f*(Math.exp(M)-1))}return d._lastX=r,d._lastY=i,d._lastMods=a,!0}}d.mouseListener=a(t,e),t.addEventListener(\"touchstart\",(function(r){var n=s(r.changedTouches[0],t);e(0,n[0],n[1],d._lastMods),e(1,n[0],n[1],d._lastMods)}),!!l&&{passive:!0}),t.addEventListener(\"touchmove\",(function(r){var n=s(r.changedTouches[0],t);e(1,n[0],n[1],d._lastMods),r.preventDefault()}),!!l&&{passive:!1}),t.addEventListener(\"touchend\",(function(t){e(0,d._lastX,d._lastY,d._lastMods)}),!!l&&{passive:!0}),d.wheelListener=o(t,(function(t,e){if(!1!==d.keyBindingMode&&d.enableWheel){var r=d.flipX?1:-1,i=d.flipY?1:-1,a=n();if(Math.abs(t)>Math.abs(e))u.rotate(a,0,0,-t*r*Math.PI*d.rotateSpeed/window.innerWidth);else if(!d._ortho){var o=-d.zoomSpeed*i*e/window.innerHeight*(a-u.lastT())/20;u.pan(a,0,0,f*(Math.exp(o)-1))}}}),!0)},d.enableMouseListeners(),d};var n=r(3025),i=r(6296),a=r(351),o=r(8512),s=r(24),l=r(7520)},799:function(t,e,r){var n=r(3236),i=r(9405),a=n([\"precision mediump float;\\n#define GLSLIFY 1\\nattribute vec2 position;\\nvarying vec2 uv;\\nvoid main() {\\n  uv = position;\\n  gl_Position = vec4(position, 0, 1);\\n}\"]),o=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nuniform sampler2D accumBuffer;\\nvarying vec2 uv;\\n\\nvoid main() {\\n  vec4 accum = texture2D(accumBuffer, 0.5 * (uv + 1.0));\\n  gl_FragColor = min(vec4(1,1,1,1), accum);\\n}\"]);t.exports=function(t){return i(t,a,o,null,[{name:\"position\",type:\"vec2\"}])}},4100:function(t,e,r){\"use strict\";var n=r(4437),i=r(3837),a=r(5445),o=r(4449),s=r(3589),l=r(2260),u=r(7169),c=r(351),f=r(4772),h=r(4040),p=r(799),d=r(9216)({tablet:!0,featureDetect:!0});function v(){this.mouse=[-1,-1],this.screen=null,this.distance=1/0,this.index=null,this.dataCoordinate=null,this.dataPosition=null,this.object=null,this.data=null}function g(t){var e=Math.round(Math.log(Math.abs(t))/Math.log(10));if(e<0){var r=Math.round(Math.pow(10,-e));return Math.ceil(t*r)/r}return e>0?(r=Math.round(Math.pow(10,e)),Math.ceil(t/r)*r):Math.ceil(t)}function y(t){return\"boolean\"!=typeof t||t}t.exports={createScene:function(t){(t=t||{}).camera=t.camera||{};var e=t.canvas;e||(e=document.createElement(\"canvas\"),t.container?t.container.appendChild(e):document.body.appendChild(e));var r=t.gl;if(r||(t.glOptions&&(d=!!t.glOptions.preserveDrawingBuffer),r=function(t,e){var r=null;try{(r=t.getContext(\"webgl\",e))||(r=t.getContext(\"experimental-webgl\",e))}catch(t){return null}return r}(e,t.glOptions||{premultipliedAlpha:!0,antialias:!0,preserveDrawingBuffer:d})),!r)throw new Error(\"webgl not supported\");var m=t.bounds||[[-10,-10,-10],[10,10,10]],x=new v,b=l(r,r.drawingBufferWidth,r.drawingBufferHeight,{preferFloat:!d}),_=p(r),w=t.cameraObject&&!0===t.cameraObject._ortho||t.camera.projection&&\"orthographic\"===t.camera.projection.type||!1,T={eye:t.camera.eye||[2,0,0],center:t.camera.center||[0,0,0],up:t.camera.up||[0,1,0],zoomMin:t.camera.zoomMax||.1,zoomMax:t.camera.zoomMin||100,mode:t.camera.mode||\"turntable\",_ortho:w},k=t.axes||{},A=i(r,k);A.enable=!k.disable;var M=t.spikes||{},S=o(r,M),E=[],L=[],C=[],P=[],O=!0,I=!0,z={view:null,projection:new Array(16),model:new Array(16),_ortho:!1},D=(I=!0,[r.drawingBufferWidth,r.drawingBufferHeight]),R=t.cameraObject||n(e,T),F={gl:r,contextLost:!1,pixelRatio:t.pixelRatio||1,canvas:e,selection:x,camera:R,axes:A,axesPixels:null,spikes:S,bounds:m,objects:E,shape:D,aspect:t.aspectRatio||[1,1,1],pickRadius:t.pickRadius||10,zNear:t.zNear||.01,zFar:t.zFar||1e3,fovy:t.fovy||Math.PI/4,clearColor:t.clearColor||[0,0,0,0],autoResize:y(t.autoResize),autoBounds:y(t.autoBounds),autoScale:!!t.autoScale,autoCenter:y(t.autoCenter),clipToBounds:y(t.clipToBounds),snapToData:!!t.snapToData,onselect:t.onselect||null,onrender:t.onrender||null,onclick:t.onclick||null,cameraParams:z,oncontextloss:null,mouseListener:null,_stopped:!1,getAspectratio:function(){return{x:this.aspect[0],y:this.aspect[1],z:this.aspect[2]}},setAspectratio:function(t){this.aspect[0]=t.x,this.aspect[1]=t.y,this.aspect[2]=t.z,I=!0},setBounds:function(t,e){this.bounds[0][t]=e.min,this.bounds[1][t]=e.max},setClearColor:function(t){this.clearColor=t},clearRGBA:function(){this.gl.clearColor(this.clearColor[0],this.clearColor[1],this.clearColor[2],this.clearColor[3]),this.gl.clear(this.gl.COLOR_BUFFER_BIT|this.gl.DEPTH_BUFFER_BIT)}},B=[r.drawingBufferWidth/F.pixelRatio|0,r.drawingBufferHeight/F.pixelRatio|0];function N(){if(!F._stopped&&F.autoResize){var t=e.parentNode,r=1,n=1;t&&t!==document.body?(r=t.clientWidth,n=t.clientHeight):(r=window.innerWidth,n=window.innerHeight);var i=0|Math.ceil(r*F.pixelRatio),a=0|Math.ceil(n*F.pixelRatio);if(i!==e.width||a!==e.height){e.width=i,e.height=a;var o=e.style;o.position=o.position||\"absolute\",o.left=\"0px\",o.top=\"0px\",o.width=r+\"px\",o.height=n+\"px\",O=!0}}}function j(){for(var t=E.length,e=P.length,n=0;n<e;++n)C[n]=0;t:for(n=0;n<t;++n){var i=E[n],a=i.pickSlots;if(a){for(var o=0;o<e;++o)if(C[o]+a<255){L[n]=o,i.setPickBase(C[o]+1),C[o]+=a;continue t}var l=s(r,D);L[n]=e,P.push(l),C.push(a),i.setPickBase(1),e+=1}else L[n]=-1}for(;e>0&&0===C[e-1];)C.pop(),P.pop().dispose()}function U(){if(F.contextLost)return!0;r.isContextLost()&&(F.contextLost=!0,F.mouseListener.enabled=!1,F.selection.object=null,F.oncontextloss&&F.oncontextloss())}F.autoResize&&N(),window.addEventListener(\"resize\",N),F.update=function(t){F._stopped||(t=t||{},O=!0,I=!0)},F.add=function(t){F._stopped||(t.axes=A,E.push(t),L.push(-1),O=!0,I=!0,j())},F.remove=function(t){if(!F._stopped){var e=E.indexOf(t);e<0||(E.splice(e,1),L.pop(),O=!0,I=!0,j())}},F.dispose=function(){if(!F._stopped&&(F._stopped=!0,window.removeEventListener(\"resize\",N),e.removeEventListener(\"webglcontextlost\",U),F.mouseListener.enabled=!1,!F.contextLost)){A.dispose(),S.dispose();for(var t=0;t<E.length;++t)E[t].dispose();for(b.dispose(),t=0;t<P.length;++t)P[t].dispose();_.dispose(),r=null,A=null,S=null,E=[]}},F._mouseRotating=!1,F._prevButtons=0,F.enableMouseListeners=function(){F.mouseListener=c(e,(function(t,e,r){if(!F._stopped){var n=P.length,i=E.length,a=x.object;x.distance=1/0,x.mouse[0]=e,x.mouse[1]=r,x.object=null,x.screen=null,x.dataCoordinate=x.dataPosition=null;var o=!1;if(t&&F._prevButtons)F._mouseRotating=!0;else{F._mouseRotating&&(I=!0),F._mouseRotating=!1;for(var s=0;s<n;++s){var l=P[s].query(e,B[1]-r-1,F.pickRadius);if(l){if(l.distance>x.distance)continue;for(var u=0;u<i;++u){var c=E[u];if(L[u]===s){var f=c.pick(l);f&&(x.buttons=t,x.screen=l.coord,x.distance=l.distance,x.object=c,x.index=f.distance,x.dataPosition=f.position,x.dataCoordinate=f.dataCoordinate,x.data=f,o=!0)}}}}}a&&a!==x.object&&(a.highlight&&a.highlight(null),O=!0),x.object&&(x.object.highlight&&x.object.highlight(x.data),O=!0),(o=o||x.object!==a)&&F.onselect&&F.onselect(x),1&t&&!(1&F._prevButtons)&&F.onclick&&F.onclick(x),F._prevButtons=t}}))},e.addEventListener(\"webglcontextlost\",U);var V=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],q=[V[0].slice(),V[1].slice()];function H(){if(!U()){N();var t=F.camera.tick();z.view=F.camera.matrix,O=O||t,I=I||t,A.pixelRatio=F.pixelRatio,S.pixelRatio=F.pixelRatio;var e=E.length,n=V[0],i=V[1];n[0]=n[1]=n[2]=1/0,i[0]=i[1]=i[2]=-1/0;for(var o=0;o<e;++o){(C=E[o]).pixelRatio=F.pixelRatio,C.axes=F.axes,O=O||!!C.dirty,I=I||!!C.dirty;var s=C.bounds;if(s)for(var l=s[0],c=s[1],p=0;p<3;++p)n[p]=Math.min(n[p],l[p]),i[p]=Math.max(i[p],c[p])}var d=F.bounds;if(F.autoBounds)for(p=0;p<3;++p){if(i[p]<n[p])n[p]=-1,i[p]=1;else{n[p]===i[p]&&(n[p]-=1,i[p]+=1);var v=.05*(i[p]-n[p]);n[p]=n[p]-v,i[p]=i[p]+v}d[0][p]=n[p],d[1][p]=i[p]}var y=!1;for(p=0;p<3;++p)y=y||q[0][p]!==d[0][p]||q[1][p]!==d[1][p],q[0][p]=d[0][p],q[1][p]=d[1][p];if(I=I||y,O=O||y){if(y){var m=[0,0,0];for(o=0;o<3;++o)m[o]=g((d[1][o]-d[0][o])/10);A.autoTicks?A.update({bounds:d,tickSpacing:m}):A.update({bounds:d})}var T=r.drawingBufferWidth,k=r.drawingBufferHeight;for(D[0]=T,D[1]=k,B[0]=0|Math.max(T/F.pixelRatio,1),B[1]=0|Math.max(k/F.pixelRatio,1),function(t,e){var r=t.bounds,n=t.cameraParams,i=n.projection,a=n.model,o=t.gl.drawingBufferWidth,s=t.gl.drawingBufferHeight,l=t.zNear,u=t.zFar,c=t.fovy,p=o/s;e?(h(i,-p,p,-1,1,l,u),n._ortho=!0):(f(i,c,p,l,u),n._ortho=!1);for(var d=0;d<16;++d)a[d]=0;a[15]=1;var v=0;for(d=0;d<3;++d)v=Math.max(v,r[1][d]-r[0][d]);for(d=0;d<3;++d)t.autoScale?a[5*d]=t.aspect[d]/(r[1][d]-r[0][d]):a[5*d]=1/v,t.autoCenter&&(a[12+d]=.5*-a[5*d]*(r[0][d]+r[1][d]))}(F,w),o=0;o<e;++o)(C=E[o]).axesBounds=d,F.clipToBounds&&(C.clipBounds=d);x.object&&(F.snapToData?S.position=x.dataCoordinate:S.position=x.dataPosition,S.bounds=d),I&&(I=!1,function(){if(!U()){r.colorMask(!0,!0,!0,!0),r.depthMask(!0),r.disable(r.BLEND),r.enable(r.DEPTH_TEST),r.depthFunc(r.LEQUAL);for(var t=E.length,e=P.length,n=0;n<e;++n){var i=P[n];i.shape=B,i.begin();for(var a=0;a<t;++a)if(L[a]===n){var o=E[a];o.drawPick&&(o.pixelRatio=1,o.drawPick(z))}i.end()}}}()),F.axesPixels=a(F.axes,z,T,k),F.onrender&&F.onrender(),r.bindFramebuffer(r.FRAMEBUFFER,null),r.viewport(0,0,T,k),F.clearRGBA(),r.depthMask(!0),r.colorMask(!0,!0,!0,!0),r.enable(r.DEPTH_TEST),r.depthFunc(r.LEQUAL),r.disable(r.BLEND),r.disable(r.CULL_FACE);var M=!1;for(A.enable&&(M=M||A.isTransparent(),A.draw(z)),S.axes=A,x.object&&S.draw(z),r.disable(r.CULL_FACE),o=0;o<e;++o)(C=E[o]).axes=A,C.pixelRatio=F.pixelRatio,C.isOpaque&&C.isOpaque()&&C.draw(z),C.isTransparent&&C.isTransparent()&&(M=!0);if(M){for(b.shape=D,b.bind(),r.clear(r.DEPTH_BUFFER_BIT),r.colorMask(!1,!1,!1,!1),r.depthMask(!0),r.depthFunc(r.LESS),A.enable&&A.isTransparent()&&A.drawTransparent(z),o=0;o<e;++o)(C=E[o]).isOpaque&&C.isOpaque()&&C.draw(z);for(r.enable(r.BLEND),r.blendEquation(r.FUNC_ADD),r.blendFunc(r.ONE,r.ONE_MINUS_SRC_ALPHA),r.colorMask(!0,!0,!0,!0),r.depthMask(!1),r.clearColor(0,0,0,0),r.clear(r.COLOR_BUFFER_BIT),A.isTransparent()&&A.drawTransparent(z),o=0;o<e;++o){var C;(C=E[o]).isTransparent&&C.isTransparent()&&C.drawTransparent(z)}r.bindFramebuffer(r.FRAMEBUFFER,null),r.blendFunc(r.ONE,r.ONE_MINUS_SRC_ALPHA),r.disable(r.DEPTH_TEST),_.bind(),b.color[0].bind(0),_.uniforms.accumBuffer=0,u(r),r.disable(r.BLEND)}for(O=!1,o=0;o<e;++o)E[o].dirty=!1}}}return F.enableMouseListeners(),function t(){F._stopped||F.contextLost||(H(),requestAnimationFrame(t))}(),F.redraw=function(){F._stopped||(O=!0,H())},F},createCamera:n}},6640:function(t,e,r){var n=r(3236);e.pointVertex=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position;\\n\\nuniform mat3 matrix;\\nuniform float pointSize;\\nuniform float pointCloud;\\n\\nhighp float rand(vec2 co) {\\n  highp float a = 12.9898;\\n  highp float b = 78.233;\\n  highp float c = 43758.5453;\\n  highp float d = dot(co.xy, vec2(a, b));\\n  highp float e = mod(d, 3.14);\\n  return fract(sin(e) * c);\\n}\\n\\nvoid main() {\\n  vec3 hgPosition = matrix * vec3(position, 1);\\n  gl_Position  = vec4(hgPosition.xy, 0, hgPosition.z);\\n    // if we don't jitter the point size a bit, overall point cloud\\n    // saturation 'jumps' on zooming, which is disturbing and confusing\\n  gl_PointSize = pointSize * ((19.5 + rand(position)) / 20.0);\\n  if(pointCloud != 0.0) { // pointCloud is truthy\\n    // get the same square surface as circle would be\\n    gl_PointSize *= 0.886;\\n  }\\n}\"]),e.pointFragment=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nuniform vec4 color, borderColor;\\nuniform float centerFraction;\\nuniform float pointCloud;\\n\\nvoid main() {\\n  float radius;\\n  vec4 baseColor;\\n  if(pointCloud != 0.0) { // pointCloud is truthy\\n    if(centerFraction == 1.0) {\\n      gl_FragColor = color;\\n    } else {\\n      gl_FragColor = mix(borderColor, color, centerFraction);\\n    }\\n  } else {\\n    radius = length(2.0 * gl_PointCoord.xy - 1.0);\\n    if(radius > 1.0) {\\n      discard;\\n    }\\n    baseColor = mix(borderColor, color, step(radius, centerFraction));\\n    gl_FragColor = vec4(baseColor.rgb * baseColor.a, baseColor.a);\\n  }\\n}\\n\"]),e.pickVertex=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position;\\nattribute vec4 pickId;\\n\\nuniform mat3 matrix;\\nuniform float pointSize;\\nuniform vec4 pickOffset;\\n\\nvarying vec4 fragId;\\n\\nvoid main() {\\n  vec3 hgPosition = matrix * vec3(position, 1);\\n  gl_Position  = vec4(hgPosition.xy, 0, hgPosition.z);\\n  gl_PointSize = pointSize;\\n\\n  vec4 id = pickId + pickOffset;\\n  id.y += floor(id.x / 256.0);\\n  id.x -= floor(id.x / 256.0) * 256.0;\\n\\n  id.z += floor(id.y / 256.0);\\n  id.y -= floor(id.y / 256.0) * 256.0;\\n\\n  id.w += floor(id.z / 256.0);\\n  id.z -= floor(id.z / 256.0) * 256.0;\\n\\n  fragId = id;\\n}\\n\"]),e.pickFragment=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragId;\\n\\nvoid main() {\\n  float radius = length(2.0 * gl_PointCoord.xy - 1.0);\\n  if(radius > 1.0) {\\n    discard;\\n  }\\n  gl_FragColor = fragId / 255.0;\\n}\\n\"])},4696:function(t,e,r){\"use strict\";var n=r(9405),i=r(2762),a=r(1888),o=r(6640);function s(t,e,r,n,i){this.plot=t,this.offsetBuffer=e,this.pickBuffer=r,this.shader=n,this.pickShader=i,this.sizeMin=.5,this.sizeMinCap=2,this.sizeMax=20,this.areaRatio=1,this.pointCount=0,this.color=[1,0,0,1],this.borderColor=[0,0,0,1],this.blend=!1,this.pickOffset=0,this.points=null}t.exports=function(t,e){var r=t.gl,a=new s(t,i(r),i(r),n(r,o.pointVertex,o.pointFragment),n(r,o.pickVertex,o.pickFragment));return a.update(e),t.addObject(a),a};var l,u,c=s.prototype;c.dispose=function(){this.shader.dispose(),this.pickShader.dispose(),this.offsetBuffer.dispose(),this.pickBuffer.dispose(),this.plot.removeObject(this)},c.update=function(t){var e;function r(e,r){return e in t?t[e]:r}t=t||{},this.sizeMin=r(\"sizeMin\",.5),this.sizeMax=r(\"sizeMax\",20),this.color=r(\"color\",[1,0,0,1]).slice(),this.areaRatio=r(\"areaRatio\",1),this.borderColor=r(\"borderColor\",[0,0,0,1]).slice(),this.blend=r(\"blend\",!1);var n=t.positions.length>>>1,i=t.positions instanceof Float32Array,o=t.idToIndex instanceof Int32Array&&t.idToIndex.length>=n,s=t.positions,l=i?s:a.mallocFloat32(s.length),u=o?t.idToIndex:a.mallocInt32(n);if(i||l.set(s),!o)for(l.set(s),e=0;e<n;e++)u[e]=e;this.points=s,this.offsetBuffer.update(l),this.pickBuffer.update(u),i||a.free(l),o||a.free(u),this.pointCount=n,this.pickOffset=0},c.unifiedDraw=(l=[1,0,0,0,1,0,0,0,1],u=[0,0,0,0],function(t){var e=void 0!==t,r=e?this.pickShader:this.shader,n=this.plot.gl,i=this.plot.dataBox;if(0===this.pointCount)return t;var a=i[2]-i[0],o=i[3]-i[1],s=function(t,e){var r,n=0,i=t.length>>>1;for(r=0;r<i;r++){var a=t[2*r],o=t[2*r+1];a>=e[0]&&a<=e[2]&&o>=e[1]&&o<=e[3]&&n++}return n}(this.points,i),c=this.plot.pickPixelRatio*Math.max(Math.min(this.sizeMinCap,this.sizeMin),Math.min(this.sizeMax,this.sizeMax/Math.pow(s,.33333)));l[0]=2/a,l[4]=2/o,l[6]=-2*i[0]/a-1,l[7]=-2*i[1]/o-1,this.offsetBuffer.bind(),r.bind(),r.attributes.position.pointer(),r.uniforms.matrix=l,r.uniforms.color=this.color,r.uniforms.borderColor=this.borderColor,r.uniforms.pointCloud=c<5,r.uniforms.pointSize=c,r.uniforms.centerFraction=Math.min(1,Math.max(0,Math.sqrt(1-this.areaRatio))),e&&(u[0]=255&t,u[1]=t>>8&255,u[2]=t>>16&255,u[3]=t>>24&255,this.pickBuffer.bind(),r.attributes.pickId.pointer(n.UNSIGNED_BYTE),r.uniforms.pickOffset=u,this.pickOffset=t);var f=n.getParameter(n.BLEND),h=n.getParameter(n.DITHER);return f&&!this.blend&&n.disable(n.BLEND),h&&n.disable(n.DITHER),n.drawArrays(n.POINTS,0,this.pointCount),f&&!this.blend&&n.enable(n.BLEND),h&&n.enable(n.DITHER),t+this.pointCount}),c.draw=c.unifiedDraw,c.drawPick=c.unifiedDraw,c.pick=function(t,e,r){var n=this.pickOffset,i=this.pointCount;if(r<n||r>=n+i)return null;var a=r-n,o=this.points;return{object:this,pointId:a,dataCoord:[o[2*a],o[2*a+1]]}}},783:function(t){t.exports=function(t,e,r,n){var i,a,o,s,l,u=e[0],c=e[1],f=e[2],h=e[3],p=r[0],d=r[1],v=r[2],g=r[3];return(a=u*p+c*d+f*v+h*g)<0&&(a=-a,p=-p,d=-d,v=-v,g=-g),1-a>1e-6?(i=Math.acos(a),o=Math.sin(i),s=Math.sin((1-n)*i)/o,l=Math.sin(n*i)/o):(s=1-n,l=n),t[0]=s*u+l*p,t[1]=s*c+l*d,t[2]=s*f+l*v,t[3]=s*h+l*g,t}},5964:function(t){\"use strict\";t.exports=function(t){return t||0===t?t.toString():\"\"}},9366:function(t,e,r){\"use strict\";var n=r(4359);t.exports=function(t,e,r){var a=[e.style,e.weight,e.variant,e.family].join(\"_\"),o=i[a];if(o||(o=i[a]={}),t in o)return o[t];var s={textAlign:\"center\",textBaseline:\"middle\",lineHeight:1,font:e.family,fontStyle:e.style,fontWeight:e.weight,fontVariant:e.variant,lineSpacing:1.25,styletags:{breaklines:!0,bolds:!0,italics:!0,subscripts:!0,superscripts:!0},triangles:!0},l=n(t,s);s.triangles=!1;var u,c,f=n(t,s);if(r&&1!==r){for(u=0;u<l.positions.length;++u)for(c=0;c<l.positions[u].length;++c)l.positions[u][c]/=r;for(u=0;u<f.positions.length;++u)for(c=0;c<f.positions[u].length;++c)f.positions[u][c]/=r}var h=[[1/0,1/0],[-1/0,-1/0]],p=f.positions.length;for(u=0;u<p;++u){var d=f.positions[u];for(c=0;c<2;++c)h[0][c]=Math.min(h[0][c],d[c]),h[1][c]=Math.max(h[1][c],d[c])}return o[t]=[l,f,h]};var i={}},1283:function(t,e,r){var n=r(9405),i=r(3236),a=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 glyph;\\nattribute vec4 id;\\n\\nuniform vec4 highlightId;\\nuniform float highlightScale;\\nuniform mat4 model, view, projection;\\nuniform vec3 clipBounds[2];\\n\\nvarying vec4 interpColor;\\nvarying vec4 pickId;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n    gl_Position = vec4(0,0,0,0);\\n  } else {\\n    float scale = 1.0;\\n    if(distance(highlightId, id) < 0.0001) {\\n      scale = highlightScale;\\n    }\\n\\n    vec4 worldPosition = model * vec4(position, 1);\\n    vec4 viewPosition = view * worldPosition;\\n    viewPosition = viewPosition / viewPosition.w;\\n    vec4 clipPosition = projection * (viewPosition + scale * vec4(glyph.x, -glyph.y, 0, 0));\\n\\n    gl_Position = clipPosition;\\n    interpColor = color;\\n    pickId = id;\\n    dataCoordinate = position;\\n  }\\n}\"]),o=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 glyph;\\nattribute vec4 id;\\n\\nuniform mat4 model, view, projection;\\nuniform vec2 screenSize;\\nuniform vec3 clipBounds[2];\\nuniform float highlightScale, pixelRatio;\\nuniform vec4 highlightId;\\n\\nvarying vec4 interpColor;\\nvarying vec4 pickId;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n    gl_Position = vec4(0,0,0,0);\\n  } else {\\n    float scale = pixelRatio;\\n    if(distance(highlightId.bgr, id.bgr) < 0.001) {\\n      scale *= highlightScale;\\n    }\\n\\n    vec4 worldPosition = model * vec4(position, 1.0);\\n    vec4 viewPosition = view * worldPosition;\\n    vec4 clipPosition = projection * viewPosition;\\n    clipPosition /= clipPosition.w;\\n\\n    gl_Position = clipPosition + vec4(screenSize * scale * vec2(glyph.x, -glyph.y), 0.0, 0.0);\\n    interpColor = color;\\n    pickId = id;\\n    dataCoordinate = position;\\n  }\\n}\"]),s=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 glyph;\\nattribute vec4 id;\\n\\nuniform float highlightScale;\\nuniform vec4 highlightId;\\nuniform vec3 axes[2];\\nuniform mat4 model, view, projection;\\nuniform vec2 screenSize;\\nuniform vec3 clipBounds[2];\\nuniform float scale, pixelRatio;\\n\\nvarying vec4 interpColor;\\nvarying vec4 pickId;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n    gl_Position = vec4(0,0,0,0);\\n  } else {\\n    float lscale = pixelRatio * scale;\\n    if(distance(highlightId, id) < 0.0001) {\\n      lscale *= highlightScale;\\n    }\\n\\n    vec4 clipCenter   = projection * view * model * vec4(position, 1);\\n    vec3 dataPosition = position + 0.5*lscale*(axes[0] * glyph.x + axes[1] * glyph.y) * clipCenter.w * screenSize.y;\\n    vec4 clipPosition = projection * view * model * vec4(dataPosition, 1);\\n\\n    gl_Position = clipPosition;\\n    interpColor = color;\\n    pickId = id;\\n    dataCoordinate = dataPosition;\\n  }\\n}\\n\"]),l=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 fragClipBounds[2];\\nuniform float opacity;\\n\\nvarying vec4 interpColor;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if (\\n    outOfRange(fragClipBounds[0], fragClipBounds[1], dataCoordinate) ||\\n    interpColor.a * opacity == 0.\\n  ) discard;\\n  gl_FragColor = interpColor * opacity;\\n}\\n\"]),u=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 fragClipBounds[2];\\nuniform float pickGroup;\\n\\nvarying vec4 pickId;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if (outOfRange(fragClipBounds[0], fragClipBounds[1], dataCoordinate)) discard;\\n\\n  gl_FragColor = vec4(pickGroup, pickId.bgr);\\n}\"]),c=[{name:\"position\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"glyph\",type:\"vec2\"},{name:\"id\",type:\"vec4\"}],f={vertex:a,fragment:l,attributes:c},h={vertex:o,fragment:l,attributes:c},p={vertex:s,fragment:l,attributes:c},d={vertex:a,fragment:u,attributes:c},v={vertex:o,fragment:u,attributes:c},g={vertex:s,fragment:u,attributes:c};function y(t,e){var r=n(t,e),i=r.attributes;return i.position.location=0,i.color.location=1,i.glyph.location=2,i.id.location=3,r}e.createPerspective=function(t){return y(t,f)},e.createOrtho=function(t){return y(t,h)},e.createProject=function(t){return y(t,p)},e.createPickPerspective=function(t){return y(t,d)},e.createPickOrtho=function(t){return y(t,v)},e.createPickProject=function(t){return y(t,g)}},8418:function(t,e,r){\"use strict\";var n=r(5219),i=r(2762),a=r(8116),o=r(1888),s=r(6760),l=r(1283),u=r(9366),c=r(5964),f=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function h(t,e){var r=t[0],n=t[1],i=t[2],a=t[3];return t[0]=e[0]*r+e[4]*n+e[8]*i+e[12]*a,t[1]=e[1]*r+e[5]*n+e[9]*i+e[13]*a,t[2]=e[2]*r+e[6]*n+e[10]*i+e[14]*a,t[3]=e[3]*r+e[7]*n+e[11]*i+e[15]*a,t}function p(t,e,r,n){return h(n,n),h(n,n),h(n,n)}function d(t,e){this.index=t,this.dataCoordinate=this.position=e}function v(t){return!0===t||t>1?1:t}function g(t,e,r,n,i,a,o,s,l,u,c,f){this.gl=t,this.pixelRatio=1,this.shader=e,this.orthoShader=r,this.projectShader=n,this.pointBuffer=i,this.colorBuffer=a,this.glyphBuffer=o,this.idBuffer=s,this.vao=l,this.vertexCount=0,this.lineVertexCount=0,this.opacity=1,this.hasAlpha=!1,this.lineWidth=0,this.projectScale=[2/3,2/3,2/3],this.projectOpacity=[1,1,1],this.projectHasAlpha=!1,this.pickId=0,this.pickPerspectiveShader=u,this.pickOrthoShader=c,this.pickProjectShader=f,this.points=[],this._selectResult=new d(0,[0,0,0]),this.useOrtho=!0,this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.axesProject=[!0,!0,!0],this.axesBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.highlightId=[1,1,1,1],this.highlightScale=2,this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.dirty=!0}t.exports=function(t){var e=t.gl,r=l.createPerspective(e),n=l.createOrtho(e),o=l.createProject(e),s=l.createPickPerspective(e),u=l.createPickOrtho(e),c=l.createPickProject(e),f=i(e),h=i(e),p=i(e),d=i(e),v=new g(e,r,n,o,f,h,p,d,a(e,[{buffer:f,size:3,type:e.FLOAT},{buffer:h,size:4,type:e.FLOAT},{buffer:p,size:2,type:e.FLOAT},{buffer:d,size:4,type:e.UNSIGNED_BYTE,normalized:!0}]),s,u,c);return v.update(t),v};var y=g.prototype;y.pickSlots=1,y.setPickBase=function(t){this.pickId=t},y.isTransparent=function(){if(this.hasAlpha)return!0;for(var t=0;t<3;++t)if(this.axesProject[t]&&this.projectHasAlpha)return!0;return!1},y.isOpaque=function(){if(!this.hasAlpha)return!0;for(var t=0;t<3;++t)if(this.axesProject[t]&&!this.projectHasAlpha)return!0;return!1};var m=[0,0],x=[0,0,0],b=[0,0,0],_=[0,0,0,1],w=[0,0,0,1],T=f.slice(),k=[0,0,0],A=[[0,0,0],[0,0,0]];function M(t){return t[0]=t[1]=t[2]=0,t}function S(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t[3]=1,t}function E(t,e,r,n){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t[r]=n,t}var L=[[-1e8,-1e8,-1e8],[1e8,1e8,1e8]];function C(t,e,r,n,i,a,o){var l=r.gl;if((a===r.projectHasAlpha||o)&&function(t,e,r,n){var i,a=e.axesProject,o=e.gl,l=t.uniforms,u=r.model||f,c=r.view||f,h=r.projection||f,d=e.axesBounds,v=function(t){for(var e=A,r=0;r<2;++r)for(var n=0;n<3;++n)e[r][n]=Math.max(Math.min(t[r][n],1e8),-1e8);return e}(e.clipBounds);i=e.axes&&e.axes.lastCubeProps?e.axes.lastCubeProps.axis:[1,1,1],m[0]=2/o.drawingBufferWidth,m[1]=2/o.drawingBufferHeight,t.bind(),l.view=c,l.projection=h,l.screenSize=m,l.highlightId=e.highlightId,l.highlightScale=e.highlightScale,l.clipBounds=v,l.pickGroup=e.pickId/255,l.pixelRatio=n;for(var g=0;g<3;++g)if(a[g]){l.scale=e.projectScale[g],l.opacity=e.projectOpacity[g];for(var y=T,L=0;L<16;++L)y[L]=0;for(L=0;L<4;++L)y[5*L]=1;y[5*g]=0,i[g]<0?y[12+g]=d[0][g]:y[12+g]=d[1][g],s(y,u,y),l.model=y;var C=(g+1)%3,P=(g+2)%3,O=M(x),I=M(b);O[C]=1,I[P]=1;var z=p(0,0,0,S(_,O)),D=p(0,0,0,S(w,I));if(Math.abs(z[1])>Math.abs(D[1])){var R=z;z=D,D=R,R=O,O=I,I=R;var F=C;C=P,P=F}z[0]<0&&(O[C]=-1),D[1]>0&&(I[P]=-1);var B=0,N=0;for(L=0;L<4;++L)B+=Math.pow(u[4*C+L],2),N+=Math.pow(u[4*P+L],2);O[C]/=Math.sqrt(B),I[P]/=Math.sqrt(N),l.axes[0]=O,l.axes[1]=I,l.fragClipBounds[0]=E(k,v[0],g,-1e8),l.fragClipBounds[1]=E(k,v[1],g,1e8),e.vao.bind(),e.vao.draw(o.TRIANGLES,e.vertexCount),e.lineWidth>0&&(o.lineWidth(e.lineWidth*n),e.vao.draw(o.LINES,e.lineVertexCount,e.vertexCount)),e.vao.unbind()}}(e,r,n,i),a===r.hasAlpha||o){t.bind();var u=t.uniforms;u.model=n.model||f,u.view=n.view||f,u.projection=n.projection||f,m[0]=2/l.drawingBufferWidth,m[1]=2/l.drawingBufferHeight,u.screenSize=m,u.highlightId=r.highlightId,u.highlightScale=r.highlightScale,u.fragClipBounds=L,u.clipBounds=r.axes.bounds,u.opacity=r.opacity,u.pickGroup=r.pickId/255,u.pixelRatio=i,r.vao.bind(),r.vao.draw(l.TRIANGLES,r.vertexCount),r.lineWidth>0&&(l.lineWidth(r.lineWidth*i),r.vao.draw(l.LINES,r.lineVertexCount,r.vertexCount)),r.vao.unbind()}}function P(t,e,r,i){var a;a=Array.isArray(t)?e<t.length?t[e]:void 0:t,a=c(a);var 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float segmentCount = 8.0;\\n\\n  float angle = 2.0 * 3.14159 * (index / segmentCount);\\n\\n  vec3 u = getOrthogonalVector(d);\\n  vec3 v = normalize(cross(u, d));\\n\\n  vec3 x = u * cos(angle) * length(d);\\n  vec3 y = v * sin(angle) * length(d);\\n  vec3 v3 = x + y;\\n\\n  normal = normalize(v3);\\n\\n  return v3;\\n}\\n\\nattribute vec4 vector;\\nattribute vec4 color, position;\\nattribute vec2 uv;\\n\\nuniform float vectorScale, tubeScale;\\nuniform mat4 model, view, projection, inverseModel;\\nuniform vec3 eyePosition, lightPosition;\\n\\nvarying vec3 f_normal, f_lightDirection, f_eyeDirection, f_data, f_position;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  // Scale the vector magnitude to stay constant with\\n  // model & view changes.\\n  vec3 normal;\\n  vec3 XYZ = getTubePosition(mat3(model) * (tubeScale * vector.w * normalize(vector.xyz)), position.w, normal);\\n  vec4 tubePosition = model * vec4(position.xyz, 1.0) + vec4(XYZ, 0.0);\\n\\n  //Lighting 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* cos2Alpha;\\n  return exp(tan2Alpha / roughness2) / denom;\\n}\\n\\nfloat cookTorranceSpecular(\\n  vec3 lightDirection,\\n  vec3 viewDirection,\\n  vec3 surfaceNormal,\\n  float roughness,\\n  float fresnel) {\\n\\n  float VdotN = max(dot(viewDirection, surfaceNormal), 0.0);\\n  float LdotN = max(dot(lightDirection, surfaceNormal), 0.0);\\n\\n  //Half angle vector\\n  vec3 H = normalize(lightDirection + viewDirection);\\n\\n  //Geometric term\\n  float NdotH = max(dot(surfaceNormal, H), 0.0);\\n  float VdotH = max(dot(viewDirection, H), 0.000001);\\n  float LdotH = max(dot(lightDirection, H), 0.000001);\\n  float G1 = (2.0 * NdotH * VdotN) / VdotH;\\n  float G2 = (2.0 * NdotH * LdotN) / LdotH;\\n  float G = min(1.0, min(G1, G2));\\n  \\n  //Distribution term\\n  float D = beckmannDistribution(NdotH, roughness);\\n\\n  //Fresnel term\\n  float F = pow(1.0 - VdotN, fresnel);\\n\\n  //Multiply terms and done\\n  return  G * F * D / max(3.14159265 * VdotN, 0.000001);\\n}\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform float roughness, fresnel, kambient, kdiffuse, kspecular, opacity;\\nuniform sampler2D texture;\\n\\nvarying vec3 f_normal, f_lightDirection, f_eyeDirection, f_data, f_position;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n  vec3 N = normalize(f_normal);\\n  vec3 L = normalize(f_lightDirection);\\n  vec3 V = normalize(f_eyeDirection);\\n\\n  if(gl_FrontFacing) {\\n    N = -N;\\n  }\\n\\n  float specular = min(1.0, max(0.0, cookTorranceSpecular(L, V, N, roughness, fresnel)));\\n  float diffuse  = min(kambient + kdiffuse * max(dot(N, L), 0.0), 1.0);\\n\\n  vec4 surfaceColor = f_color * texture2D(texture, f_uv);\\n  vec4 litColor = surfaceColor.a * vec4(diffuse * surfaceColor.rgb + kspecular * vec3(1,1,1) * specular,  1.0);\\n\\n  gl_FragColor = litColor * opacity;\\n}\\n\"]),o=n([\"precision highp float;\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nvec3 getOrthogonalVector(vec3 v) {\\n  // Return up-vector for only-z vector.\\n  // Return ax + by + cz = 0, a point that lies on the plane that has v as a normal and that isn't (0,0,0).\\n  // From the above if-statement we have ||a|| > 0  U  ||b|| > 0.\\n  // Assign z = 0, x = -b, y = a:\\n  // a*-b + b*a + c*0 = -ba + ba + 0 = 0\\n  if (v.x*v.x > v.z*v.z || v.y*v.y > v.z*v.z) {\\n    return normalize(vec3(-v.y, v.x, 0.0));\\n  } else {\\n    return normalize(vec3(0.0, v.z, -v.y));\\n  }\\n}\\n\\n// Calculate the tube vertex and normal at the given index.\\n//\\n// The returned vertex is for a tube ring with its center at origin, radius of length(d), pointing in the direction of d.\\n//\\n// Each tube segment is made up of a ring of vertices.\\n// These vertices are used to make up the triangles of the tube by connecting them together in the vertex array.\\n// The indexes of tube segments run from 0 to 8.\\n//\\nvec3 getTubePosition(vec3 d, float index, out vec3 normal) {\\n  float segmentCount = 8.0;\\n\\n  float angle = 2.0 * 3.14159 * (index / segmentCount);\\n\\n  vec3 u = getOrthogonalVector(d);\\n  vec3 v = normalize(cross(u, d));\\n\\n  vec3 x = u * cos(angle) * length(d);\\n  vec3 y = v * sin(angle) * length(d);\\n  vec3 v3 = x + y;\\n\\n  normal = normalize(v3);\\n\\n  return v3;\\n}\\n\\nattribute vec4 vector;\\nattribute vec4 position;\\nattribute vec4 id;\\n\\nuniform mat4 model, view, projection;\\nuniform float tubeScale;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  vec3 normal;\\n  vec3 XYZ = getTubePosition(mat3(model) * (tubeScale * vector.w * normalize(vector.xyz)), position.w, normal);\\n  vec4 tubePosition = model * vec4(position.xyz, 1.0) + vec4(XYZ, 0.0);\\n\\n  gl_Position = projection * view * tubePosition;\\n  f_id        = id;\\n  f_position  = position.xyz;\\n}\\n\"]),s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3  clipBounds[2];\\nuniform float pickId;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n\\n  gl_FragColor = vec4(pickId, f_id.xyz);\\n}\"]);e.meshShader={vertex:i,fragment:a,attributes:[{name:\"position\",type:\"vec4\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"},{name:\"vector\",type:\"vec4\"}]},e.pickShader={vertex:o,fragment:s,attributes:[{name:\"position\",type:\"vec4\"},{name:\"id\",type:\"vec4\"},{name:\"vector\",type:\"vec4\"}]}},7815:function(t,e,r){\"use strict\";var n=r(2931),i=r(9970),a=[\"xyz\",\"xzy\",\"yxz\",\"yzx\",\"zxy\",\"zyx\"],o=function(t,e){var r,n=t.length;for(r=0;r<n;r++){var i=t[r];if(i===e)return r;if(i>e)return r-1}return r},s=function(t,e,r){return t<e?e:t>r?r:t},l=function(t){var e=1/0;t.sort((function(t,e){return t-e}));for(var r=t.length,n=1;n<r;n++){var i=Math.abs(t[n]-t[n-1]);i<e&&(e=i)}return e};t.exports=function(t,e){var r=t.startingPositions,u=t.maxLength||1e3,c=t.tubeSize||1,f=t.absoluteTubeSize,h=t.gridFill||\"+x+y+z\",p={};-1!==h.indexOf(\"-x\")&&(p.reversedX=!0),-1!==h.indexOf(\"-y\")&&(p.reversedY=!0),-1!==h.indexOf(\"-z\")&&(p.reversedZ=!0),p.filled=a.indexOf(h.replace(/-/g,\"\").replace(/\\+/g,\"\"));var d=t.getVelocity||function(e){return function(t,e,r){var i=e.vectors,a=e.meshgrid,l=t[0],u=t[1],c=t[2],f=a[0].length,h=a[1].length,p=a[2].length,d=o(a[0],l),v=o(a[1],u),g=o(a[2],c),y=d+1,m=v+1,x=g+1;if(d=s(d,0,f-1),y=s(y,0,f-1),v=s(v,0,h-1),m=s(m,0,h-1),g=s(g,0,p-1),x=s(x,0,p-1),d<0||v<0||g<0||y>f-1||m>h-1||x>p-1)return n.create();var b,_,w,T,k,A,M=a[0][d],S=a[0][y],E=a[1][v],L=a[1][m],C=a[2][g],P=(l-M)/(S-M),O=(u-E)/(L-E),I=(c-C)/(a[2][x]-C);switch(isFinite(P)||(P=.5),isFinite(O)||(O=.5),isFinite(I)||(I=.5),r.reversedX&&(d=f-1-d,y=f-1-y),r.reversedY&&(v=h-1-v,m=h-1-m),r.reversedZ&&(g=p-1-g,x=p-1-x),r.filled){case 5:k=g,A=x,w=v*p,T=m*p,b=d*p*h,_=y*p*h;break;case 4:k=g,A=x,b=d*p,_=y*p,w=v*p*f,T=m*p*f;break;case 3:w=v,T=m,k=g*h,A=x*h,b=d*h*p,_=y*h*p;break;case 2:w=v,T=m,b=d*h,_=y*h,k=g*h*f,A=x*h*f;break;case 1:b=d,_=y,k=g*f,A=x*f,w=v*f*p,T=m*f*p;break;default:b=d,_=y,w=v*f,T=m*f,k=g*f*h,A=x*f*h}var z=i[b+w+k],D=i[b+w+A],R=i[b+T+k],F=i[b+T+A],B=i[_+w+k],N=i[_+w+A],j=i[_+T+k],U=i[_+T+A],V=n.create(),q=n.create(),H=n.create(),G=n.create();n.lerp(V,z,B,P),n.lerp(q,D,N,P),n.lerp(H,R,j,P),n.lerp(G,F,U,P);var W=n.create(),Y=n.create();n.lerp(W,V,H,O),n.lerp(Y,q,G,O);var X=n.create();return n.lerp(X,W,Y,I),X}(e,t,p)},v=t.getDivergence||function(t,e){var r=n.create(),i=1e-4;n.add(r,t,[i,0,0]);var a=d(r);n.subtract(a,a,e),n.scale(a,a,1/i),n.add(r,t,[0,i,0]);var o=d(r);n.subtract(o,o,e),n.scale(o,o,1/i),n.add(r,t,[0,0,i]);var s=d(r);return n.subtract(s,s,e),n.scale(s,s,1/i),n.add(r,a,o),n.add(r,r,s),r},g=[],y=e[0][0],m=e[0][1],x=e[0][2],b=e[1][0],_=e[1][1],w=e[1][2],T=function(t){var e=t[0],r=t[1],n=t[2];return!(e<y||e>b||r<m||r>_||n<x||n>w)},k=10*n.distance(e[0],e[1])/u,A=k*k,M=1,S=0,E=r.length;E>1&&(M=function(t){for(var e=[],r=[],n=[],i={},a={},o={},s=t.length,u=0;u<s;u++){var c=t[u],f=c[0],h=c[1],p=c[2];i[f]||(e.push(f),i[f]=!0),a[h]||(r.push(h),a[h]=!0),o[p]||(n.push(p),o[p]=!0)}var d=l(e),v=l(r),g=l(n),y=Math.min(d,v,g);return isFinite(y)?y:1}(r));for(var L=0;L<E;L++){var C=n.create();n.copy(C,r[L]);var P=[C],O=[],I=d(C),z=C;O.push(I);var D=[],R=v(C,I),F=n.length(R);isFinite(F)&&F>S&&(S=F),D.push(F),g.push({points:P,velocities:O,divergences:D});for(var B=0;B<100*u&&P.length<u&&T(C);){B++;var N=n.clone(I),j=n.squaredLength(N);if(0===j)break;j>A&&n.scale(N,N,k/Math.sqrt(j)),n.add(N,N,C),I=d(N),n.squaredDistance(z,N)-A>-1e-4*A&&(P.push(N),z=N,O.push(I),R=v(N,I),F=n.length(R),isFinite(F)&&F>S&&(S=F),D.push(F)),C=N}}var U=function(t,e,r,a){for(var o=0,s=0;s<t.length;s++)for(var l=t[s].velocities,u=0;u<l.length;u++)o=Math.max(o,n.length(l[u]));var c=t.map((function(t){return function(t,e,r,a){for(var o=t.points,s=t.velocities,l=t.divergences,u=[],c=[],f=[],h=[],p=[],d=[],v=0,g=0,y=i.create(),m=i.create(),x=0;x<o.length;x++){var b=o[x],_=s[x],w=l[x];0===e&&(w=.05*r),g=n.length(_)/a,y=i.create(),n.copy(y,_),y[3]=w;for(var T=0;T<8;T++)p[T]=[b[0],b[1],b[2],T];if(h.length>0)for(T=0;T<8;T++){var k=(T+1)%8;u.push(h[T],p[T],p[k],p[k],h[k],h[T]),f.push(m,y,y,y,m,m),d.push(v,g,g,g,v,v);var A=u.length;c.push([A-6,A-5,A-4],[A-3,A-2,A-1])}var M=h;h=p,p=M;var S=m;m=y,y=S;var E=v;v=g,g=E}return{positions:u,cells:c,vectors:f,vertexIntensity:d}}(t,r,a,o)})),f=[],h=[],p=[],d=[];for(s=0;s<c.length;s++){var v=c[s],g=f.length;for(f=f.concat(v.positions),p=p.concat(v.vectors),d=d.concat(v.vertexIntensity),u=0;u<v.cells.length;u++){var y=v.cells[u],m=[];h.push(m);for(var x=0;x<y.length;x++)m.push(y[x]+g)}}return{positions:f,cells:h,vectors:p,vertexIntensity:d,colormap:e}}(g,t.colormap,S,M);return f?U.tubeScale=f:(0===S&&(S=1),U.tubeScale=.5*c*M/S),U};var u=r(6740),c=r(6405).createMesh;t.exports.createTubeMesh=function(t,e){return c(t,e,{shaders:u,traceType:\"streamtube\"})}},990:function(t,e,r){var n=r(9405),i=r(3236),a=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec4 uv;\\nattribute vec3 f;\\nattribute vec3 normal;\\n\\nuniform vec3 objectOffset;\\nuniform mat4 model, view, projection, inverseModel;\\nuniform vec3 lightPosition, eyePosition;\\nuniform sampler2D colormap;\\n\\nvarying float value, kill;\\nvarying vec3 worldCoordinate;\\nvarying vec2 planeCoordinate;\\nvarying vec3 lightDirection, eyeDirection, surfaceNormal;\\nvarying vec4 vColor;\\n\\nvoid main() {\\n  vec3 localCoordinate = vec3(uv.zw, f.x);\\n  worldCoordinate = objectOffset + localCoordinate;\\n  vec4 worldPosition = model * vec4(worldCoordinate, 1.0);\\n  vec4 clipPosition = projection * view * worldPosition;\\n  gl_Position = clipPosition;\\n  kill = f.y;\\n  value = f.z;\\n  planeCoordinate = uv.xy;\\n\\n  vColor = texture2D(colormap, vec2(value, value));\\n\\n  //Lighting geometry parameters\\n  vec4 cameraCoordinate = view * worldPosition;\\n  cameraCoordinate.xyz /= cameraCoordinate.w;\\n  lightDirection = lightPosition - cameraCoordinate.xyz;\\n  eyeDirection   = eyePosition - cameraCoordinate.xyz;\\n  surfaceNormal  = normalize((vec4(normal,0) * inverseModel).xyz);\\n}\\n\"]),o=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nfloat beckmannDistribution(float x, float roughness) {\\n  float NdotH = max(x, 0.0001);\\n  float cos2Alpha = NdotH * NdotH;\\n  float tan2Alpha = (cos2Alpha - 1.0) / cos2Alpha;\\n  float roughness2 = roughness * roughness;\\n  float denom = 3.141592653589793 * roughness2 * cos2Alpha * cos2Alpha;\\n  return exp(tan2Alpha / roughness2) / denom;\\n}\\n\\nfloat beckmannSpecular(\\n  vec3 lightDirection,\\n  vec3 viewDirection,\\n  vec3 surfaceNormal,\\n  float roughness) {\\n  return beckmannDistribution(dot(surfaceNormal, normalize(lightDirection + viewDirection)), roughness);\\n}\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 lowerBound, upperBound;\\nuniform float contourTint;\\nuniform vec4 contourColor;\\nuniform sampler2D colormap;\\nuniform vec3 clipBounds[2];\\nuniform float roughness, fresnel, kambient, kdiffuse, kspecular, opacity;\\nuniform float vertexColor;\\n\\nvarying float value, kill;\\nvarying vec3 worldCoordinate;\\nvarying vec3 lightDirection, eyeDirection, surfaceNormal;\\nvarying vec4 vColor;\\n\\nvoid main() {\\n  if (\\n    kill > 0.0 ||\\n    vColor.a == 0.0 ||\\n    outOfRange(clipBounds[0], clipBounds[1], worldCoordinate)\\n  ) discard;\\n\\n  vec3 N = normalize(surfaceNormal);\\n  vec3 V = normalize(eyeDirection);\\n  vec3 L = normalize(lightDirection);\\n\\n  if(gl_FrontFacing) {\\n    N = -N;\\n  }\\n\\n  float specular = max(beckmannSpecular(L, V, N, roughness), 0.);\\n  float diffuse  = min(kambient + kdiffuse * max(dot(N, L), 0.0), 1.0);\\n\\n  //decide how to interpolate color — in vertex or in fragment\\n  vec4 surfaceColor =\\n    step(vertexColor, .5) * texture2D(colormap, vec2(value, value)) +\\n    step(.5, vertexColor) * vColor;\\n\\n  vec4 litColor = surfaceColor.a * vec4(diffuse * surfaceColor.rgb + kspecular * vec3(1,1,1) * specular,  1.0);\\n\\n  gl_FragColor = mix(litColor, contourColor, contourTint) * opacity;\\n}\\n\"]),s=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec4 uv;\\nattribute float f;\\n\\nuniform vec3 objectOffset;\\nuniform mat3 permutation;\\nuniform mat4 model, view, projection;\\nuniform float height, zOffset;\\nuniform sampler2D colormap;\\n\\nvarying float value, kill;\\nvarying vec3 worldCoordinate;\\nvarying vec2 planeCoordinate;\\nvarying vec3 lightDirection, eyeDirection, surfaceNormal;\\nvarying vec4 vColor;\\n\\nvoid main() {\\n  vec3 dataCoordinate = permutation * vec3(uv.xy, height);\\n  worldCoordinate = objectOffset + dataCoordinate;\\n  vec4 worldPosition = model * vec4(worldCoordinate, 1.0);\\n\\n  vec4 clipPosition = projection * view * worldPosition;\\n  clipPosition.z += zOffset;\\n\\n  gl_Position = clipPosition;\\n  value = f + objectOffset.z;\\n  kill = -1.0;\\n  planeCoordinate = uv.zw;\\n\\n  vColor = texture2D(colormap, vec2(value, value));\\n\\n  //Don't do lighting for contours\\n  surfaceNormal   = vec3(1,0,0);\\n  eyeDirection    = vec3(0,1,0);\\n  lightDirection  = vec3(0,0,1);\\n}\\n\"]),l=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec2 shape;\\nuniform vec3 clipBounds[2];\\nuniform float pickId;\\n\\nvarying float value, kill;\\nvarying vec3 worldCoordinate;\\nvarying vec2 planeCoordinate;\\nvarying vec3 surfaceNormal;\\n\\nvec2 splitFloat(float v) {\\n  float vh = 255.0 * v;\\n  float upper = floor(vh);\\n  float lower = fract(vh);\\n  return vec2(upper / 255.0, floor(lower * 16.0) / 16.0);\\n}\\n\\nvoid main() {\\n  if ((kill > 0.0) ||\\n      (outOfRange(clipBounds[0], clipBounds[1], worldCoordinate))) discard;\\n\\n  vec2 ux = splitFloat(planeCoordinate.x / shape.x);\\n  vec2 uy = splitFloat(planeCoordinate.y / shape.y);\\n  gl_FragColor = vec4(pickId, ux.x, uy.x, ux.y + (uy.y/16.0));\\n}\\n\"]);e.createShader=function(t){var e=n(t,a,o,null,[{name:\"uv\",type:\"vec4\"},{name:\"f\",type:\"vec3\"},{name:\"normal\",type:\"vec3\"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e.attributes.normal.location=2,e},e.createPickShader=function(t){var e=n(t,a,l,null,[{name:\"uv\",type:\"vec4\"},{name:\"f\",type:\"vec3\"},{name:\"normal\",type:\"vec3\"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e.attributes.normal.location=2,e},e.createContourShader=function(t){var e=n(t,s,o,null,[{name:\"uv\",type:\"vec4\"},{name:\"f\",type:\"float\"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e},e.createPickContourShader=function(t){var e=n(t,s,l,null,[{name:\"uv\",type:\"vec4\"},{name:\"f\",type:\"float\"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e}},9499:function(t,e,r){\"use strict\";t.exports=function(t){var e=t.gl,r=m(e),n=b(e),s=x(e),l=_(e),u=i(e),c=a(e,[{buffer:u,size:4,stride:w,offset:0},{buffer:u,size:3,stride:w,offset:16},{buffer:u,size:3,stride:w,offset:28}]),f=i(e),h=a(e,[{buffer:f,size:4,stride:20,offset:0},{buffer:f,size:1,stride:20,offset:16}]),p=i(e),d=a(e,[{buffer:p,size:2,type:e.FLOAT}]),v=o(e,1,S,e.RGBA,e.UNSIGNED_BYTE);v.minFilter=e.LINEAR,v.magFilter=e.LINEAR;var g=new E(e,[0,0],[[0,0,0],[0,0,0]],r,n,u,c,v,s,l,f,h,p,d,[0,0,0]),y={levels:[[],[],[]]};for(var T in t)y[T]=t[T];return y.colormap=y.colormap||\"jet\",g.update(y),g};var n=r(8828),i=r(2762),a=r(8116),o=r(7766),s=r(1888),l=r(6729),u=r(5298),c=r(9994),f=r(9618),h=r(3711),p=r(6760),d=r(7608),v=r(2478),g=r(6199),y=r(990),m=y.createShader,x=y.createContourShader,b=y.createPickShader,_=y.createPickContourShader,w=40,T=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1],k=[[0,0],[0,1],[1,0],[1,1],[1,0],[0,1]],A=[[0,0,0,0,0,0,0,0,0],[0,0,0,0,0,0,0,0,0],[0,0,0,0,0,0,0,0,0]];function M(t,e,r,n,i){this.position=t,this.index=e,this.uv=r,this.level=n,this.dataCoordinate=i}!function(){for(var t=0;t<3;++t){var e=A[t],r=(t+2)%3;e[(t+1)%3+0]=1,e[r+3]=1,e[t+6]=1}}();var S=256;function E(t,e,r,n,i,a,o,l,u,c,h,p,d,v,g){this.gl=t,this.shape=e,this.bounds=r,this.objectOffset=g,this.intensityBounds=[],this._shader=n,this._pickShader=i,this._coordinateBuffer=a,this._vao=o,this._colorMap=l,this._contourShader=u,this._contourPickShader=c,this._contourBuffer=h,this._contourVAO=p,this._contourOffsets=[[],[],[]],this._contourCounts=[[],[],[]],this._vertexCount=0,this._pickResult=new M([0,0,0],[0,0],[0,0],[0,0,0],[0,0,0]),this._dynamicBuffer=d,this._dynamicVAO=v,this._dynamicOffsets=[0,0,0],this._dynamicCounts=[0,0,0],this.contourWidth=[1,1,1],this.contourLevels=[[1],[1],[1]],this.contourTint=[0,0,0],this.contourColor=[[.5,.5,.5,1],[.5,.5,.5,1],[.5,.5,.5,1]],this.showContour=!0,this.showSurface=!0,this.enableHighlight=[!0,!0,!0],this.highlightColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.highlightTint=[1,1,1],this.highlightLevel=[-1,-1,-1],this.enableDynamic=[!0,!0,!0],this.dynamicLevel=[NaN,NaN,NaN],this.dynamicColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.dynamicTint=[1,1,1],this.dynamicWidth=[1,1,1],this.axesBounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.surfaceProject=[!1,!1,!1],this.contourProject=[[!1,!1,!1],[!1,!1,!1],[!1,!1,!1]],this.colorBounds=[!1,!1],this._field=[f(s.mallocFloat(1024),[0,0]),f(s.mallocFloat(1024),[0,0]),f(s.mallocFloat(1024),[0,0])],this.pickId=1,this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.snapToData=!1,this.pixelRatio=1,this.opacity=1,this.lightPosition=[10,1e4,0],this.ambientLight=.8,this.diffuseLight=.8,this.specularLight=2,this.roughness=.5,this.fresnel=1.5,this.vertexColor=0,this.dirty=!0}var L=E.prototype;L.genColormap=function(t,e){var r=!1,n=c([l({colormap:t,nshades:S,format:\"rgba\"}).map((function(t,n){var i=e?function(t,e){if(!e)return 1;if(!e.length)return 1;for(var r=0;r<e.length;++r){if(e.length<2)return 1;if(e[r][0]===t)return e[r][1];if(e[r][0]>t&&r>0){var n=(e[r][0]-t)/(e[r][0]-e[r-1][0]);return e[r][1]*(1-n)+n*e[r-1][1]}}return 1}(n/255,e):t[3];return i<1&&(r=!0),[t[0],t[1],t[2],255*i]}))]);return u.divseq(n,255),this.hasAlphaScale=r,n},L.isTransparent=function(){return this.opacity<1||this.hasAlphaScale},L.isOpaque=function(){return!this.isTransparent()},L.pickSlots=1,L.setPickBase=function(t){this.pickId=t};var C=[0,0,0],P={showSurface:!1,showContour:!1,projections:[T.slice(),T.slice(),T.slice()],clipBounds:[[[0,0,0],[0,0,0]],[[0,0,0],[0,0,0]],[[0,0,0],[0,0,0]]]};function O(t,e){var r,n,i,a=e.axes&&e.axes.lastCubeProps.axis||C,o=e.showSurface,s=e.showContour;for(r=0;r<3;++r)for(o=o||e.surfaceProject[r],n=0;n<3;++n)s=s||e.contourProject[r][n];for(r=0;r<3;++r){var l=P.projections[r];for(n=0;n<16;++n)l[n]=0;for(n=0;n<4;++n)l[5*n]=1;l[5*r]=0,l[12+r]=e.axesBounds[+(a[r]>0)][r],p(l,t.model,l);var u=P.clipBounds[r];for(i=0;i<2;++i)for(n=0;n<3;++n)u[i][n]=t.clipBounds[i][n];u[0][r]=-1e8,u[1][r]=1e8}return P.showSurface=o,P.showContour=s,P}var I={model:T,view:T,projection:T,inverseModel:T.slice(),lowerBound:[0,0,0],upperBound:[0,0,0],colorMap:0,clipBounds:[[0,0,0],[0,0,0]],height:0,contourTint:0,contourColor:[0,0,0,1],permutation:[1,0,0,0,1,0,0,0,1],zOffset:-1e-4,objectOffset:[0,0,0],kambient:1,kdiffuse:1,kspecular:1,lightPosition:[1e3,1e3,1e3],eyePosition:[0,0,0],roughness:1,fresnel:1,opacity:1,vertexColor:0},z=T.slice(),D=[1,0,0,0,1,0,0,0,1];function R(t,e){t=t||{};var r=this.gl;r.disable(r.CULL_FACE),this._colorMap.bind(0);var n=I;n.model=t.model||T,n.view=t.view||T,n.projection=t.projection||T,n.lowerBound=[this.bounds[0][0],this.bounds[0][1],this.colorBounds[0]||this.bounds[0][2]],n.upperBound=[this.bounds[1][0],this.bounds[1][1],this.colorBounds[1]||this.bounds[1][2]],n.objectOffset=this.objectOffset,n.contourColor=this.contourColor[0],n.inverseModel=d(n.inverseModel,n.model);for(var i=0;i<2;++i)for(var a=n.clipBounds[i],o=0;o<3;++o)a[o]=Math.min(Math.max(this.clipBounds[i][o],-1e8),1e8);n.kambient=this.ambientLight,n.kdiffuse=this.diffuseLight,n.kspecular=this.specularLight,n.roughness=this.roughness,n.fresnel=this.fresnel,n.opacity=this.opacity,n.height=0,n.permutation=D,n.vertexColor=this.vertexColor;var s=z;for(p(s,n.view,n.model),p(s,n.projection,s),d(s,s),i=0;i<3;++i)n.eyePosition[i]=s[12+i]/s[15];var l=s[15];for(i=0;i<3;++i)l+=this.lightPosition[i]*s[4*i+3];for(i=0;i<3;++i){var u=s[12+i];for(o=0;o<3;++o)u+=s[4*o+i]*this.lightPosition[o];n.lightPosition[i]=u/l}var c=O(n,this);if(c.showSurface){for(this._shader.bind(),this._shader.uniforms=n,this._vao.bind(),this.showSurface&&this._vertexCount&&this._vao.draw(r.TRIANGLES,this._vertexCount),i=0;i<3;++i)this.surfaceProject[i]&&this.vertexCount&&(this._shader.uniforms.model=c.projections[i],this._shader.uniforms.clipBounds=c.clipBounds[i],this._vao.draw(r.TRIANGLES,this._vertexCount));this._vao.unbind()}if(c.showContour){var f=this._contourShader;n.kambient=1,n.kdiffuse=0,n.kspecular=0,n.opacity=1,f.bind(),f.uniforms=n;var h=this._contourVAO;for(h.bind(),i=0;i<3;++i)for(f.uniforms.permutation=A[i],r.lineWidth(this.contourWidth[i]*this.pixelRatio),o=0;o<this.contourLevels[i].length;++o)o===this.highlightLevel[i]?(f.uniforms.contourColor=this.highlightColor[i],f.uniforms.contourTint=this.highlightTint[i]):0!==o&&o-1!==this.highlightLevel[i]||(f.uniforms.contourColor=this.contourColor[i],f.uniforms.contourTint=this.contourTint[i]),this._contourCounts[i][o]&&(f.uniforms.height=this.contourLevels[i][o],h.draw(r.LINES,this._contourCounts[i][o],this._contourOffsets[i][o]));for(i=0;i<3;++i)for(f.uniforms.model=c.projections[i],f.uniforms.clipBounds=c.clipBounds[i],o=0;o<3;++o)if(this.contourProject[i][o]){f.uniforms.permutation=A[o],r.lineWidth(this.contourWidth[o]*this.pixelRatio);for(var v=0;v<this.contourLevels[o].length;++v)v===this.highlightLevel[o]?(f.uniforms.contourColor=this.highlightColor[o],f.uniforms.contourTint=this.highlightTint[o]):0!==v&&v-1!==this.highlightLevel[o]||(f.uniforms.contourColor=this.contourColor[o],f.uniforms.contourTint=this.contourTint[o]),this._contourCounts[o][v]&&(f.uniforms.height=this.contourLevels[o][v],h.draw(r.LINES,this._contourCounts[o][v],this._contourOffsets[o][v]))}for(h.unbind(),(h=this._dynamicVAO).bind(),i=0;i<3;++i)if(0!==this._dynamicCounts[i])for(f.uniforms.model=n.model,f.uniforms.clipBounds=n.clipBounds,f.uniforms.permutation=A[i],r.lineWidth(this.dynamicWidth[i]*this.pixelRatio),f.uniforms.contourColor=this.dynamicColor[i],f.uniforms.contourTint=this.dynamicTint[i],f.uniforms.height=this.dynamicLevel[i],h.draw(r.LINES,this._dynamicCounts[i],this._dynamicOffsets[i]),o=0;o<3;++o)this.contourProject[o][i]&&(f.uniforms.model=c.projections[o],f.uniforms.clipBounds=c.clipBounds[o],h.draw(r.LINES,this._dynamicCounts[i],this._dynamicOffsets[i]));h.unbind()}}L.draw=function(t){return R.call(this,t,!1)},L.drawTransparent=function(t){return R.call(this,t,!0)};var F={model:T,view:T,projection:T,inverseModel:T,clipBounds:[[0,0,0],[0,0,0]],height:0,shape:[0,0],pickId:0,lowerBound:[0,0,0],upperBound:[0,0,0],zOffset:0,objectOffset:[0,0,0],permutation:[1,0,0,0,1,0,0,0,1],lightPosition:[0,0,0],eyePosition:[0,0,0]};function B(t,e){return Array.isArray(t)?[e(t[0]),e(t[1]),e(t[2])]:[e(t),e(t),e(t)]}function N(t){return Array.isArray(t)?3===t.length?[t[0],t[1],t[2],1]:[t[0],t[1],t[2],t[3]]:[0,0,0,1]}function j(t){if(Array.isArray(t)){if(Array.isArray(t))return[N(t[0]),N(t[1]),N(t[2])];var e=N(t);return[e.slice(),e.slice(),e.slice()]}}L.drawPick=function(t){t=t||{};var e=this.gl;e.disable(e.CULL_FACE);var r=F;r.model=t.model||T,r.view=t.view||T,r.projection=t.projection||T,r.shape=this._field[2].shape,r.pickId=this.pickId/255,r.lowerBound=this.bounds[0],r.upperBound=this.bounds[1],r.objectOffset=this.objectOffset,r.permutation=D;for(var n=0;n<2;++n)for(var i=r.clipBounds[n],a=0;a<3;++a)i[a]=Math.min(Math.max(this.clipBounds[n][a],-1e8),1e8);var o=O(r,this);if(o.showSurface){for(this._pickShader.bind(),this._pickShader.uniforms=r,this._vao.bind(),this._vao.draw(e.TRIANGLES,this._vertexCount),n=0;n<3;++n)this.surfaceProject[n]&&(this._pickShader.uniforms.model=o.projections[n],this._pickShader.uniforms.clipBounds=o.clipBounds[n],this._vao.draw(e.TRIANGLES,this._vertexCount));this._vao.unbind()}if(o.showContour){var s=this._contourPickShader;s.bind(),s.uniforms=r;var l=this._contourVAO;for(l.bind(),a=0;a<3;++a)for(e.lineWidth(this.contourWidth[a]*this.pixelRatio),s.uniforms.permutation=A[a],n=0;n<this.contourLevels[a].length;++n)this._contourCounts[a][n]&&(s.uniforms.height=this.contourLevels[a][n],l.draw(e.LINES,this._contourCounts[a][n],this._contourOffsets[a][n]));for(n=0;n<3;++n)for(s.uniforms.model=o.projections[n],s.uniforms.clipBounds=o.clipBounds[n],a=0;a<3;++a)if(this.contourProject[n][a]){s.uniforms.permutation=A[a],e.lineWidth(this.contourWidth[a]*this.pixelRatio);for(var u=0;u<this.contourLevels[a].length;++u)this._contourCounts[a][u]&&(s.uniforms.height=this.contourLevels[a][u],l.draw(e.LINES,this._contourCounts[a][u],this._contourOffsets[a][u]))}l.unbind()}},L.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;var e=this._field[2].shape,r=this._pickResult,n=e[0]*(t.value[0]+(t.value[2]>>4)/16)/255,i=Math.floor(n),a=n-i,o=e[1]*(t.value[1]+(15&t.value[2])/16)/255,s=Math.floor(o),l=o-s;i+=1,s+=1;var u=r.position;u[0]=u[1]=u[2]=0;for(var c=0;c<2;++c)for(var f=c?a:1-a,h=0;h<2;++h)for(var p=i+c,d=s+h,g=f*(h?l:1-l),y=0;y<3;++y)u[y]+=this._field[y].get(p,d)*g;for(var m=this._pickResult.level,x=0;x<3;++x)if(m[x]=v.le(this.contourLevels[x],u[x]),m[x]<0)this.contourLevels[x].length>0&&(m[x]=0);else if(m[x]<this.contourLevels[x].length-1){var b=this.contourLevels[x][m[x]],_=this.contourLevels[x][m[x]+1];Math.abs(b-u[x])>Math.abs(_-u[x])&&(m[x]+=1)}for(r.index[0]=a<.5?i:i+1,r.index[1]=l<.5?s:s+1,r.uv[0]=n/e[0],r.uv[1]=o/e[1],y=0;y<3;++y)r.dataCoordinate[y]=this._field[y].get(r.index[0],r.index[1]);return r},L.padField=function(t,e){var r=e.shape.slice(),n=t.shape.slice();u.assign(t.lo(1,1).hi(r[0],r[1]),e),u.assign(t.lo(1).hi(r[0],1),e.hi(r[0],1)),u.assign(t.lo(1,n[1]-1).hi(r[0],1),e.lo(0,r[1]-1).hi(r[0],1)),u.assign(t.lo(0,1).hi(1,r[1]),e.hi(1)),u.assign(t.lo(n[0]-1,1).hi(1,r[1]),e.lo(r[0]-1)),t.set(0,0,e.get(0,0)),t.set(0,n[1]-1,e.get(0,r[1]-1)),t.set(n[0]-1,0,e.get(r[0]-1,0)),t.set(n[0]-1,n[1]-1,e.get(r[0]-1,r[1]-1))},L.update=function(t){t=t||{},this.objectOffset=t.objectOffset||this.objectOffset,this.dirty=!0,\"contourWidth\"in t&&(this.contourWidth=B(t.contourWidth,Number)),\"showContour\"in t&&(this.showContour=B(t.showContour,Boolean)),\"showSurface\"in t&&(this.showSurface=!!t.showSurface),\"contourTint\"in t&&(this.contourTint=B(t.contourTint,Boolean)),\"contourColor\"in t&&(this.contourColor=j(t.contourColor)),\"contourProject\"in t&&(this.contourProject=B(t.contourProject,(function(t){return B(t,Boolean)}))),\"surfaceProject\"in t&&(this.surfaceProject=t.surfaceProject),\"dynamicColor\"in t&&(this.dynamicColor=j(t.dynamicColor)),\"dynamicTint\"in t&&(this.dynamicTint=B(t.dynamicTint,Number)),\"dynamicWidth\"in t&&(this.dynamicWidth=B(t.dynamicWidth,Number)),\"opacity\"in t&&(this.opacity=t.opacity),\"opacityscale\"in t&&(this.opacityscale=t.opacityscale),\"colorBounds\"in t&&(this.colorBounds=t.colorBounds),\"vertexColor\"in t&&(this.vertexColor=t.vertexColor?1:0),\"colormap\"in t&&this._colorMap.setPixels(this.genColormap(t.colormap,this.opacityscale));var e=t.field||t.coords&&t.coords[2]||null,r=!1;if(e||(e=this._field[2].shape[0]||this._field[2].shape[2]?this._field[2].lo(1,1).hi(this._field[2].shape[0]-2,this._field[2].shape[1]-2):this._field[2].hi(0,0)),\"field\"in t||\"coords\"in t){var i=(e.shape[0]+2)*(e.shape[1]+2);i>this._field[2].data.length&&(s.freeFloat(this._field[2].data),this._field[2].data=s.mallocFloat(n.nextPow2(i))),this._field[2]=f(this._field[2].data,[e.shape[0]+2,e.shape[1]+2]),this.padField(this._field[2],e),this.shape=e.shape.slice();for(var a=this.shape,o=0;o<2;++o)this._field[2].size>this._field[o].data.length&&(s.freeFloat(this._field[o].data),this._field[o].data=s.mallocFloat(this._field[2].size)),this._field[o]=f(this._field[o].data,[a[0]+2,a[1]+2]);if(t.coords){var l=t.coords;if(!Array.isArray(l)||3!==l.length)throw new Error(\"gl-surface: invalid coordinates for x/y\");for(o=0;o<2;++o){var u=l[o];for(y=0;y<2;++y)if(u.shape[y]!==a[y])throw new Error(\"gl-surface: coords have incorrect shape\");this.padField(this._field[o],u)}}else if(t.ticks){var c=t.ticks;if(!Array.isArray(c)||2!==c.length)throw new Error(\"gl-surface: invalid ticks\");for(o=0;o<2;++o){var p=c[o];if((Array.isArray(p)||p.length)&&(p=f(p)),p.shape[0]!==a[o])throw new Error(\"gl-surface: invalid tick length\");var d=f(p.data,a);d.stride[o]=p.stride[0],d.stride[1^o]=0,this.padField(this._field[o],d)}}else{for(o=0;o<2;++o){var v=[0,0];v[o]=1,this._field[o]=f(this._field[o].data,[a[0]+2,a[1]+2],v,0)}this._field[0].set(0,0,0);for(var y=0;y<a[0];++y)this._field[0].set(y+1,0,y);for(this._field[0].set(a[0]+1,0,a[0]-1),this._field[1].set(0,0,0),y=0;y<a[1];++y)this._field[1].set(0,y+1,y);this._field[1].set(0,a[1]+1,a[1]-1)}var m=this._field,x=f(s.mallocFloat(3*m[2].size*2),[3,a[0]+2,a[1]+2,2]);for(o=0;o<3;++o)g(x.pick(o),m[o],\"mirror\");var b=f(s.mallocFloat(3*m[2].size),[a[0]+2,a[1]+2,3]);for(o=0;o<a[0]+2;++o)for(y=0;y<a[1]+2;++y){var _=x.get(0,o,y,0),w=x.get(0,o,y,1),T=x.get(1,o,y,0),A=x.get(1,o,y,1),M=x.get(2,o,y,0),S=x.get(2,o,y,1),E=T*S-A*M,L=M*w-S*_,C=_*A-w*T,P=Math.sqrt(E*E+L*L+C*C);P<1e-8?(P=Math.max(Math.abs(E),Math.abs(L),Math.abs(C)))<1e-8?(C=1,L=E=0,P=1):P=1/P:P=1/Math.sqrt(P),b.set(o,y,0,E*P),b.set(o,y,1,L*P),b.set(o,y,2,C*P)}s.free(x.data);var O=[1/0,1/0,1/0],I=[-1/0,-1/0,-1/0],z=1/0,D=-1/0,R=(a[0]-1)*(a[1]-1)*6,F=s.mallocFloat(n.nextPow2(10*R)),N=0,U=0;for(o=0;o<a[0]-1;++o)t:for(y=0;y<a[1]-1;++y){for(var V=0;V<2;++V)for(var q=0;q<2;++q)for(var H=0;H<3;++H){var G=this._field[H].get(1+o+V,1+y+q);if(isNaN(G)||!isFinite(G))continue t}for(H=0;H<6;++H){var W=o+k[H][0],Y=y+k[H][1],X=this._field[0].get(W+1,Y+1),Z=this._field[1].get(W+1,Y+1);G=this._field[2].get(W+1,Y+1),E=b.get(W+1,Y+1,0),L=b.get(W+1,Y+1,1),C=b.get(W+1,Y+1,2),t.intensity&&(K=t.intensity.get(W,Y));var K=t.intensity?t.intensity.get(W,Y):G+this.objectOffset[2];F[N++]=W,F[N++]=Y,F[N++]=X,F[N++]=Z,F[N++]=G,F[N++]=0,F[N++]=K,F[N++]=E,F[N++]=L,F[N++]=C,O[0]=Math.min(O[0],X+this.objectOffset[0]),O[1]=Math.min(O[1],Z+this.objectOffset[1]),O[2]=Math.min(O[2],G+this.objectOffset[2]),z=Math.min(z,K),I[0]=Math.max(I[0],X+this.objectOffset[0]),I[1]=Math.max(I[1],Z+this.objectOffset[1]),I[2]=Math.max(I[2],G+this.objectOffset[2]),D=Math.max(D,K),U+=1}}for(t.intensityBounds&&(z=+t.intensityBounds[0],D=+t.intensityBounds[1]),o=6;o<N;o+=10)F[o]=(F[o]-z)/(D-z);this._vertexCount=U,this._coordinateBuffer.update(F.subarray(0,N)),s.freeFloat(F),s.free(b.data),this.bounds=[O,I],this.intensity=t.intensity||this._field[2],this.intensityBounds[0]===z&&this.intensityBounds[1]===D||(r=!0),this.intensityBounds=[z,D]}if(\"levels\"in t){var J=t.levels;for(J=Array.isArray(J[0])?J.slice():[[],[],J],o=0;o<3;++o)J[o]=J[o].slice(),J[o].sort((function(t,e){return t-e}));for(o=0;o<3;++o)for(y=0;y<J[o].length;++y)J[o][y]-=this.objectOffset[o];t:for(o=0;o<3;++o){if(J[o].length!==this.contourLevels[o].length){r=!0;break}for(y=0;y<J[o].length;++y)if(J[o][y]!==this.contourLevels[o][y]){r=!0;break t}}this.contourLevels=J}if(r){m=this._field,a=this.shape;for(var $=[],Q=0;Q<3;++Q){var tt=this.contourLevels[Q],et=[],rt=[],nt=[0,0,0];for(o=0;o<tt.length;++o){var it=h(this._field[Q],tt[o]);et.push($.length/5|0),U=0;t:for(y=0;y<it.cells.length;++y){var at=it.cells[y];for(H=0;H<2;++H){var ot=it.positions[at[H]],st=ot[0],lt=0|Math.floor(st),ut=st-lt,ct=ot[1],ft=0|Math.floor(ct),ht=ct-ft,pt=!1;e:for(var dt=0;dt<3;++dt){nt[dt]=0;var vt=(Q+dt+1)%3;for(V=0;V<2;++V){var gt=V?ut:1-ut;for(W=0|Math.min(Math.max(lt+V,0),a[0]),q=0;q<2;++q){var yt=q?ht:1-ht;if(Y=0|Math.min(Math.max(ft+q,0),a[1]),G=dt<2?this._field[vt].get(W,Y):(this.intensity.get(W,Y)-this.intensityBounds[0])/(this.intensityBounds[1]-this.intensityBounds[0]),!isFinite(G)||isNaN(G)){pt=!0;break e}var mt=gt*yt;nt[dt]+=mt*G}}}if(pt){if(H>0){for(var xt=0;xt<5;++xt)$.pop();U-=1}continue t}$.push(nt[0],nt[1],ot[0],ot[1],nt[2]),U+=1}}rt.push(U)}this._contourOffsets[Q]=et,this._contourCounts[Q]=rt}var bt=s.mallocFloat($.length);for(o=0;o<$.length;++o)bt[o]=$[o];this._contourBuffer.update(bt),s.freeFloat(bt)}},L.dispose=function(){this._shader.dispose(),this._vao.dispose(),this._coordinateBuffer.dispose(),this._colorMap.dispose(),this._contourBuffer.dispose(),this._contourVAO.dispose(),this._contourShader.dispose(),this._contourPickShader.dispose(),this._dynamicBuffer.dispose(),this._dynamicVAO.dispose();for(var t=0;t<3;++t)s.freeFloat(this._field[t].data)},L.highlight=function(t){var e,r;if(!t)return this._dynamicCounts=[0,0,0],this.dyanamicLevel=[NaN,NaN,NaN],void(this.highlightLevel=[-1,-1,-1]);for(e=0;e<3;++e)this.enableHighlight[e]?this.highlightLevel[e]=t.level[e]:this.highlightLevel[e]=-1;for(r=this.snapToData?t.dataCoordinate:t.position,e=0;e<3;++e)r[e]-=this.objectOffset[e];if(this.enableDynamic[0]&&r[0]!==this.dynamicLevel[0]||this.enableDynamic[1]&&r[1]!==this.dynamicLevel[1]||this.enableDynamic[2]&&r[2]!==this.dynamicLevel[2]){for(var n=0,i=this.shape,a=s.mallocFloat(12*i[0]*i[1]),o=0;o<3;++o)if(this.enableDynamic[o]){this.dynamicLevel[o]=r[o];var l=(o+1)%3,u=(o+2)%3,c=this._field[o],f=this._field[l],p=this._field[u],d=h(c,r[o]),v=d.cells,g=d.positions;for(this._dynamicOffsets[o]=n,e=0;e<v.length;++e)for(var y=v[e],m=0;m<2;++m){var x=g[y[m]],b=+x[0],_=0|b,w=0|Math.min(_+1,i[0]),T=b-_,k=1-T,A=+x[1],M=0|A,S=0|Math.min(M+1,i[1]),E=A-M,L=1-E,C=k*L,P=k*E,O=T*L,I=T*E,z=C*f.get(_,M)+P*f.get(_,S)+O*f.get(w,M)+I*f.get(w,S),D=C*p.get(_,M)+P*p.get(_,S)+O*p.get(w,M)+I*p.get(w,S);if(isNaN(z)||isNaN(D)){m&&(n-=1);break}a[2*n+0]=z,a[2*n+1]=D,n+=1}this._dynamicCounts[o]=n-this._dynamicOffsets[o]}else this.dynamicLevel[o]=NaN,this._dynamicCounts[o]=0;this._dynamicBuffer.update(a.subarray(0,2*n)),s.freeFloat(a)}}},7766:function(t,e,r){\"use strict\";var n=r(9618),i=r(5298),a=r(1888);t.exports=function(t){if(arguments.length<=1)throw new Error(\"gl-texture2d: Missing arguments for texture2d constructor\");if(o||function(t){o=[t.LINEAR,t.NEAREST_MIPMAP_LINEAR,t.LINEAR_MIPMAP_NEAREST,t.LINEAR_MIPMAP_NEAREST],s=[t.NEAREST,t.LINEAR,t.NEAREST_MIPMAP_NEAREST,t.NEAREST_MIPMAP_LINEAR,t.LINEAR_MIPMAP_NEAREST,t.LINEAR_MIPMAP_LINEAR],l=[t.REPEAT,t.CLAMP_TO_EDGE,t.MIRRORED_REPEAT]}(t),\"number\"==typeof arguments[1])return g(t,arguments[1],arguments[2],arguments[3]||t.RGBA,arguments[4]||t.UNSIGNED_BYTE);if(Array.isArray(arguments[1]))return g(t,0|arguments[1][0],0|arguments[1][1],arguments[2]||t.RGBA,arguments[3]||t.UNSIGNED_BYTE);if(\"object\"==typeof arguments[1]){var e=arguments[1],r=u(e)?e:e.raw;if(r)return function(t,e,r,n,i,a){var o=v(t);return t.texImage2D(t.TEXTURE_2D,0,i,i,a,e),new h(t,o,r,n,i,a)}(t,r,0|e.width,0|e.height,arguments[2]||t.RGBA,arguments[3]||t.UNSIGNED_BYTE);if(e.shape&&e.data&&e.stride)return function(t,e){var r=e.dtype,o=e.shape.slice(),s=t.getParameter(t.MAX_TEXTURE_SIZE);if(o[0]<0||o[0]>s||o[1]<0||o[1]>s)throw new Error(\"gl-texture2d: Invalid texture size\");var l=d(o,e.stride.slice()),u=0;\"float32\"===r?u=t.FLOAT:\"float64\"===r?(u=t.FLOAT,l=!1,r=\"float32\"):\"uint8\"===r?u=t.UNSIGNED_BYTE:(u=t.UNSIGNED_BYTE,l=!1,r=\"uint8\");var f,p,g=0;if(2===o.length)g=t.LUMINANCE,o=[o[0],o[1],1],e=n(e.data,o,[e.stride[0],e.stride[1],1],e.offset);else{if(3!==o.length)throw new Error(\"gl-texture2d: Invalid shape for texture\");if(1===o[2])g=t.ALPHA;else if(2===o[2])g=t.LUMINANCE_ALPHA;else if(3===o[2])g=t.RGB;else{if(4!==o[2])throw new Error(\"gl-texture2d: Invalid shape for pixel coords\");g=t.RGBA}}u!==t.FLOAT||t.getExtension(\"OES_texture_float\")||(u=t.UNSIGNED_BYTE,l=!1);var y=e.size;if(l)f=0===e.offset&&e.data.length===y?e.data:e.data.subarray(e.offset,e.offset+y);else{var m=[o[2],o[2]*o[0],1];p=a.malloc(y,r);var x=n(p,o,m,0);\"float32\"!==r&&\"float64\"!==r||u!==t.UNSIGNED_BYTE?i.assign(x,e):c(x,e),f=p.subarray(0,y)}var b=v(t);return t.texImage2D(t.TEXTURE_2D,0,g,o[0],o[1],0,g,u,f),l||a.free(p),new h(t,b,o[0],o[1],g,u)}(t,e)}throw new Error(\"gl-texture2d: Invalid arguments for texture2d constructor\")};var o=null,s=null,l=null;function u(t){return\"undefined\"!=typeof HTMLCanvasElement&&t instanceof HTMLCanvasElement||\"undefined\"!=typeof HTMLImageElement&&t instanceof HTMLImageElement||\"undefined\"!=typeof HTMLVideoElement&&t instanceof HTMLVideoElement||\"undefined\"!=typeof ImageData&&t instanceof ImageData}var c=function(t,e){i.muls(t,e,255)};function f(t,e,r){var n=t.gl,i=n.getParameter(n.MAX_TEXTURE_SIZE);if(e<0||e>i||r<0||r>i)throw new Error(\"gl-texture2d: Invalid texture size\");return t._shape=[e,r],t.bind(),n.texImage2D(n.TEXTURE_2D,0,t.format,e,r,0,t.format,t.type,null),t._mipLevels=[0],t}function h(t,e,r,n,i,a){this.gl=t,this.handle=e,this.format=i,this.type=a,this._shape=[r,n],this._mipLevels=[0],this._magFilter=t.NEAREST,this._minFilter=t.NEAREST,this._wrapS=t.CLAMP_TO_EDGE,this._wrapT=t.CLAMP_TO_EDGE,this._anisoSamples=1;var o=this,s=[this._wrapS,this._wrapT];Object.defineProperties(s,[{get:function(){return o._wrapS},set:function(t){return o.wrapS=t}},{get:function(){return o._wrapT},set:function(t){return o.wrapT=t}}]),this._wrapVector=s;var l=[this._shape[0],this._shape[1]];Object.defineProperties(l,[{get:function(){return o._shape[0]},set:function(t){return o.width=t}},{get:function(){return o._shape[1]},set:function(t){return o.height=t}}]),this._shapeVector=l}var p=h.prototype;function d(t,e){return 3===t.length?1===e[2]&&e[1]===t[0]*t[2]&&e[0]===t[2]:1===e[0]&&e[1]===t[0]}function v(t){var e=t.createTexture();return t.bindTexture(t.TEXTURE_2D,e),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_MIN_FILTER,t.NEAREST),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_MAG_FILTER,t.NEAREST),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_WRAP_S,t.CLAMP_TO_EDGE),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_WRAP_T,t.CLAMP_TO_EDGE),e}function g(t,e,r,n,i){var a=t.getParameter(t.MAX_TEXTURE_SIZE);if(e<0||e>a||r<0||r>a)throw new Error(\"gl-texture2d: Invalid texture shape\");if(i===t.FLOAT&&!t.getExtension(\"OES_texture_float\"))throw new Error(\"gl-texture2d: Floating point textures not supported on this platform\");var o=v(t);return t.texImage2D(t.TEXTURE_2D,0,n,e,r,0,n,i,null),new h(t,o,e,r,n,i)}Object.defineProperties(p,{minFilter:{get:function(){return this._minFilter},set:function(t){this.bind();var e=this.gl;if(this.type===e.FLOAT&&o.indexOf(t)>=0&&(e.getExtension(\"OES_texture_float_linear\")||(t=e.NEAREST)),s.indexOf(t)<0)throw new Error(\"gl-texture2d: Unknown filter mode \"+t);return e.texParameteri(e.TEXTURE_2D,e.TEXTURE_MIN_FILTER,t),this._minFilter=t}},magFilter:{get:function(){return this._magFilter},set:function(t){this.bind();var e=this.gl;if(this.type===e.FLOAT&&o.indexOf(t)>=0&&(e.getExtension(\"OES_texture_float_linear\")||(t=e.NEAREST)),s.indexOf(t)<0)throw new Error(\"gl-texture2d: Unknown filter mode \"+t);return e.texParameteri(e.TEXTURE_2D,e.TEXTURE_MAG_FILTER,t),this._magFilter=t}},mipSamples:{get:function(){return this._anisoSamples},set:function(t){var e=this._anisoSamples;if(this._anisoSamples=0|Math.max(t,1),e!==this._anisoSamples){var r=this.gl.getExtension(\"EXT_texture_filter_anisotropic\");r&&this.gl.texParameterf(this.gl.TEXTURE_2D,r.TEXTURE_MAX_ANISOTROPY_EXT,this._anisoSamples)}return this._anisoSamples}},wrapS:{get:function(){return this._wrapS},set:function(t){if(this.bind(),l.indexOf(t)<0)throw new Error(\"gl-texture2d: Unknown wrap mode \"+t);return this.gl.texParameteri(this.gl.TEXTURE_2D,this.gl.TEXTURE_WRAP_S,t),this._wrapS=t}},wrapT:{get:function(){return this._wrapT},set:function(t){if(this.bind(),l.indexOf(t)<0)throw new Error(\"gl-texture2d: Unknown wrap mode \"+t);return this.gl.texParameteri(this.gl.TEXTURE_2D,this.gl.TEXTURE_WRAP_T,t),this._wrapT=t}},wrap:{get:function(){return this._wrapVector},set:function(t){if(Array.isArray(t)||(t=[t,t]),2!==t.length)throw new Error(\"gl-texture2d: Must specify wrap mode for rows and columns\");for(var e=0;e<2;++e)if(l.indexOf(t[e])<0)throw new Error(\"gl-texture2d: Unknown wrap mode \"+t);this._wrapS=t[0],this._wrapT=t[1];var r=this.gl;return this.bind(),r.texParameteri(r.TEXTURE_2D,r.TEXTURE_WRAP_S,this._wrapS),r.texParameteri(r.TEXTURE_2D,r.TEXTURE_WRAP_T,this._wrapT),t}},shape:{get:function(){return this._shapeVector},set:function(t){if(Array.isArray(t)){if(2!==t.length)throw new Error(\"gl-texture2d: Invalid texture shape\")}else t=[0|t,0|t];return f(this,0|t[0],0|t[1]),[0|t[0],0|t[1]]}},width:{get:function(){return this._shape[0]},set:function(t){return f(this,t|=0,this._shape[1]),t}},height:{get:function(){return this._shape[1]},set:function(t){return t|=0,f(this,this._shape[0],t),t}}}),p.bind=function(t){var e=this.gl;return void 0!==t&&e.activeTexture(e.TEXTURE0+(0|t)),e.bindTexture(e.TEXTURE_2D,this.handle),void 0!==t?0|t:e.getParameter(e.ACTIVE_TEXTURE)-e.TEXTURE0},p.dispose=function(){this.gl.deleteTexture(this.handle)},p.generateMipmap=function(){this.bind(),this.gl.generateMipmap(this.gl.TEXTURE_2D);for(var t=Math.min(this._shape[0],this._shape[1]),e=0;t>0;++e,t>>>=1)this._mipLevels.indexOf(e)<0&&this._mipLevels.push(e)},p.setPixels=function(t,e,r,o){var s=this.gl;this.bind(),Array.isArray(e)?(o=r,r=0|e[1],e=0|e[0]):(e=e||0,r=r||0),o=o||0;var l=u(t)?t:t.raw;if(l)this._mipLevels.indexOf(o)<0?(s.texImage2D(s.TEXTURE_2D,0,this.format,this.format,this.type,l),this._mipLevels.push(o)):s.texSubImage2D(s.TEXTURE_2D,o,e,r,this.format,this.type,l);else{if(!(t.shape&&t.stride&&t.data))throw new Error(\"gl-texture2d: Unsupported data type\");if(t.shape.length<2||e+t.shape[1]>this._shape[1]>>>o||r+t.shape[0]>this._shape[0]>>>o||e<0||r<0)throw new Error(\"gl-texture2d: Texture dimensions are out of bounds\");!function(t,e,r,o,s,l,u,f){var h=f.dtype,p=f.shape.slice();if(p.length<2||p.length>3)throw new Error(\"gl-texture2d: Invalid ndarray, must be 2d or 3d\");var v=0,g=0,y=d(p,f.stride.slice());if(\"float32\"===h?v=t.FLOAT:\"float64\"===h?(v=t.FLOAT,y=!1,h=\"float32\"):\"uint8\"===h?v=t.UNSIGNED_BYTE:(v=t.UNSIGNED_BYTE,y=!1,h=\"uint8\"),2===p.length)g=t.LUMINANCE,p=[p[0],p[1],1],f=n(f.data,p,[f.stride[0],f.stride[1],1],f.offset);else{if(3!==p.length)throw new Error(\"gl-texture2d: Invalid shape for texture\");if(1===p[2])g=t.ALPHA;else if(2===p[2])g=t.LUMINANCE_ALPHA;else if(3===p[2])g=t.RGB;else{if(4!==p[2])throw new Error(\"gl-texture2d: Invalid shape for pixel coords\");g=t.RGBA}p[2]}if(g!==t.LUMINANCE&&g!==t.ALPHA||s!==t.LUMINANCE&&s!==t.ALPHA||(g=s),g!==s)throw new Error(\"gl-texture2d: Incompatible texture format for setPixels\");var m=f.size,x=u.indexOf(o)<0;if(x&&u.push(o),v===l&&y)0===f.offset&&f.data.length===m?x?t.texImage2D(t.TEXTURE_2D,o,s,p[0],p[1],0,s,l,f.data):t.texSubImage2D(t.TEXTURE_2D,o,e,r,p[0],p[1],s,l,f.data):x?t.texImage2D(t.TEXTURE_2D,o,s,p[0],p[1],0,s,l,f.data.subarray(f.offset,f.offset+m)):t.texSubImage2D(t.TEXTURE_2D,o,e,r,p[0],p[1],s,l,f.data.subarray(f.offset,f.offset+m));else{var b;b=l===t.FLOAT?a.mallocFloat32(m):a.mallocUint8(m);var 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i=this.computedMatrix,a=(Math.exp(this.computedRadius[0]),i[1]),o=i[5],s=i[9],l=u(a,o,s);a/=l,o/=l,s/=l;var c=i[0],f=i[4],h=i[8],p=c*a+f*o+h*s,d=u(c-=a*p,f-=o*p,h-=s*p),v=(c/=d)*e+a*r,g=(f/=d)*e+o*r,y=(h/=d)*e+s*r;this.center.move(t,v,g,y);var m=Math.exp(this.computedRadius[0]);m=Math.max(1e-4,m+n),this.radius.set(t,Math.log(m))},p.translate=function(t,e,r,n){this.center.move(t,e||0,r||0,n||0)},p.setMatrix=function(t,e,r,n){var a=1;\"number\"==typeof r&&(a=0|r),(a<0||a>3)&&(a=1);var o=(a+2)%3;e||(this.recalcMatrix(t),e=this.computedMatrix);var s=e[a],l=e[a+4],f=e[a+8];if(n){var h=Math.abs(s),p=Math.abs(l),d=Math.abs(f),v=Math.max(h,p,d);h===v?(s=s<0?-1:1,l=f=0):d===v?(f=f<0?-1:1,s=l=0):(l=l<0?-1:1,s=f=0)}else{var g=u(s,l,f);s/=g,l/=g,f/=g}var y,m,x=e[o],b=e[o+4],_=e[o+8],w=x*s+b*l+_*f,T=u(x-=s*w,b-=l*w,_-=f*w),k=l*(_/=T)-f*(b/=T),A=f*(x/=T)-s*_,M=s*b-l*x,S=u(k,A,M);if(k/=S,A/=S,M/=S,this.center.jump(t,H,G,W),this.radius.idle(t),this.up.jump(t,s,l,f),this.right.jump(t,x,b,_),2===a){var 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Sr=function(t,e){this.type=Xt,this.needle=t,this.haystack=e};Sr.parse=function(t,e){if(3!==t.length)return e.error(\"Expected 2 arguments, but found \"+(t.length-1)+\" instead.\");var r=e.parse(t[1],1,Jt),n=e.parse(t[2],2,Jt);return r&&n?ae(r.type,[Xt,Yt,Wt,Gt,Jt])?new Sr(r,n):e.error(\"Expected first argument to be of type boolean, string, number or null, but found \"+re(r.type)+\" instead\"):null},Sr.prototype.evaluate=function(t){var e=this.needle.evaluate(t),r=this.haystack.evaluate(t);if(!r)return!1;if(!oe(e,[\"boolean\",\"string\",\"number\",\"null\"]))throw new xe(\"Expected first argument to be of type boolean, string, number or null, but found \"+re(ge(e))+\" instead.\");if(!oe(r,[\"string\",\"array\"]))throw new xe(\"Expected second argument to be of type array or string, but found \"+re(ge(r))+\" instead.\");return 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e={color:Zt,string:Yt,number:Wt,enum:Yt,boolean:Xt,formatted:Qt,resolvedImage:te};return\"array\"===t.type?ee(e[t.value]||Jt,t.length):e[t.type]}(e):void 0),n=r.parse(t,void 0,void 0,void 0,e&&\"string\"===e.type?{typeAnnotation:\"coerce\"}:void 0);return n?Xr(new un(n,e)):Zr(r.errors)}un.prototype.evaluateWithoutErrorHandling=function(t,e,r,n,i,a){return this._evaluator.globals=t,this._evaluator.feature=e,this._evaluator.featureState=r,this._evaluator.canonical=n,this._evaluator.availableImages=i||null,this._evaluator.formattedSection=a,this.expression.evaluate(this._evaluator)},un.prototype.evaluate=function(t,e,r,n,i,a){this._evaluator.globals=t,this._evaluator.feature=e||null,this._evaluator.featureState=r||null,this._evaluator.canonical=n,this._evaluator.availableImages=i||null,this._evaluator.formattedSection=a||null;try{var o=this.expression.evaluate(this._evaluator);if(null==o||\"number\"==typeof o&&o!=o)return this._defaultValue;if(this._enumValues&&!(o in this._enumValues))throw new xe(\"Expected value to be one of \"+Object.keys(this._enumValues).map((function(t){return JSON.stringify(t)})).join(\", \")+\", but found \"+JSON.stringify(o)+\" instead.\");return o}catch(t){return this._warningHistory[t.message]||(this._warningHistory[t.message]=!0,\"undefined\"!=typeof console&&console.warn(t.message)),this._defaultValue}};var hn=function(t,e){this.kind=t,this._styleExpression=e,this.isStateDependent=\"constant\"!==t&&!Xe(e.expression)};hn.prototype.evaluateWithoutErrorHandling=function(t,e,r,n,i,a){return this._styleExpression.evaluateWithoutErrorHandling(t,e,r,n,i,a)},hn.prototype.evaluate=function(t,e,r,n,i,a){return this._styleExpression.evaluate(t,e,r,n,i,a)};var pn=function(t,e,r,n){this.kind=t,this.zoomStops=r,this._styleExpression=e,this.isStateDependent=\"camera\"!==t&&!Xe(e.expression),this.interpolationType=n};function dn(t,e){if(\"error\"===(t=fn(t,e)).result)return t;var r=t.value.expression,n=Ye(r);if(!n&&!Kr(e))return Zr([new qt(\"\",\"data expressions not supported\")]);var i=Ze(r,[\"zoom\"]);if(!i&&!Jr(e))return Zr([new qt(\"\",\"zoom expressions not supported\")]);var a=gn(r);if(!a&&!i)return Zr([new qt(\"\",'\"zoom\" expression may only be used as input to a top-level \"step\" or \"interpolate\" expression.')]);if(a instanceof qt)return Zr([a]);if(a instanceof wr&&!$r(e))return Zr([new qt(\"\",'\"interpolate\" expressions cannot be used with this property')]);if(!a)return Xr(new hn(n?\"constant\":\"source\",t.value));var o=a instanceof wr?a.interpolation:void 0;return Xr(new pn(n?\"camera\":\"composite\",t.value,a.labels,o))}pn.prototype.evaluateWithoutErrorHandling=function(t,e,r,n,i,a){return this._styleExpression.evaluateWithoutErrorHandling(t,e,r,n,i,a)},pn.prototype.evaluate=function(t,e,r,n,i,a){return this._styleExpression.evaluate(t,e,r,n,i,a)},pn.prototype.interpolationFactor=function(t,e,r){return this.interpolationType?wr.interpolationFactor(this.interpolationType,t,e,r):0};var vn=function(t,e){this._parameters=t,this._specification=e,jt(this,rn(this._parameters,this._specification))};function gn(t){var e=null;if(t instanceof Ar)e=gn(t.result);else if(t instanceof kr)for(var r=0,n=t.args;r<n.length;r+=1){var i=n[r];if(e=gn(i))break}else(t instanceof tr||t instanceof wr)&&t.input instanceof Ee&&\"zoom\"===t.input.name&&(e=t);return e instanceof qt||t.eachChild((function(t){var r=gn(t);r instanceof qt?e=r:!e&&r?e=new qt(\"\",'\"zoom\" expression may only be used as input to a top-level \"step\" or \"interpolate\" expression.'):e&&r&&e!==r&&(e=new qt(\"\",'Only one zoom-based \"step\" or \"interpolate\" subexpression may be used in an expression.'))})),e}function yn(t){var e=t.key,r=t.value,n=t.valueSpec||{},i=t.objectElementValidators||{},a=t.style,o=t.styleSpec,s=[],l=Qr(r);if(\"object\"!==l)return[new Bt(e,r,\"object expected, \"+l+\" found\")];for(var u in r){var c=u.split(\".\")[0],f=n[c]||n[\"*\"],h=void 0;if(i[c])h=i[c];else if(n[c])h=Hn;else if(i[\"*\"])h=i[\"*\"];else{if(!n[\"*\"]){s.push(new Bt(e,r[u],'unknown property \"'+u+'\"'));continue}h=Hn}s=s.concat(h({key:(e?e+\".\":e)+u,value:r[u],valueSpec:f,style:a,styleSpec:o,object:r,objectKey:u},r))}for(var p in n)i[p]||n[p].required&&void 0===n[p].default&&void 0===r[p]&&s.push(new Bt(e,r,'missing required property \"'+p+'\"'));return s}function mn(t){var e=t.value,r=t.valueSpec,n=t.style,i=t.styleSpec,a=t.key,o=t.arrayElementValidator||Hn;if(\"array\"!==Qr(e))return[new Bt(a,e,\"array expected, \"+Qr(e)+\" found\")];if(r.length&&e.length!==r.length)return[new Bt(a,e,\"array length \"+r.length+\" expected, length \"+e.length+\" found\")];if(r[\"min-length\"]&&e.length<r[\"min-length\"])return[new Bt(a,e,\"array length at least \"+r[\"min-length\"]+\" expected, length \"+e.length+\" found\")];var s={type:r.value,values:r.values};i.$version<7&&(s.function=r.function),\"object\"===Qr(r.value)&&(s=r.value);for(var l=[],u=0;u<e.length;u++)l=l.concat(o({array:e,arrayIndex:u,value:e[u],valueSpec:s,style:n,styleSpec:i,key:a+\"[\"+u+\"]\"}));return l}function xn(t){var e=t.key,r=t.value,n=t.valueSpec,i=Qr(r);return\"number\"===i&&r!=r&&(i=\"NaN\"),\"number\"!==i?[new Bt(e,r,\"number expected, \"+i+\" found\")]:\"minimum\"in n&&r<n.minimum?[new Bt(e,r,r+\" is less than the minimum value \"+n.minimum)]:\"maximum\"in n&&r>n.maximum?[new Bt(e,r,r+\" is greater than the maximum value \"+n.maximum)]:[]}function bn(t){var e,r,n,i=t.valueSpec,a=Ut(t.value.type),o={},s=\"categorical\"!==a&&void 0===t.value.property,l=!s,u=\"array\"===Qr(t.value.stops)&&\"array\"===Qr(t.value.stops[0])&&\"object\"===Qr(t.value.stops[0][0]),c=yn({key:t.key,value:t.value,valueSpec:t.styleSpec.function,style:t.style,styleSpec:t.styleSpec,objectElementValidators:{stops:function(t){if(\"identity\"===a)return[new Bt(t.key,t.value,'identity function may not have a \"stops\" property')];var e=[],r=t.value;return e=e.concat(mn({key:t.key,value:r,valueSpec:t.valueSpec,style:t.style,styleSpec:t.styleSpec,arrayElementValidator:f})),\"array\"===Qr(r)&&0===r.length&&e.push(new Bt(t.key,r,\"array must have at least one stop\")),e},default:function(t){return Hn({key:t.key,value:t.value,valueSpec:i,style:t.style,styleSpec:t.styleSpec})}}});return\"identity\"===a&&s&&c.push(new Bt(t.key,t.value,'missing required property \"property\"')),\"identity\"===a||t.value.stops||c.push(new Bt(t.key,t.value,'missing required property \"stops\"')),\"exponential\"===a&&t.valueSpec.expression&&!$r(t.valueSpec)&&c.push(new Bt(t.key,t.value,\"exponential functions not supported\")),t.styleSpec.$version>=8&&(l&&!Kr(t.valueSpec)?c.push(new Bt(t.key,t.value,\"property functions not supported\")):s&&!Jr(t.valueSpec)&&c.push(new Bt(t.key,t.value,\"zoom functions not supported\"))),\"categorical\"!==a&&!u||void 0!==t.value.property||c.push(new Bt(t.key,t.value,'\"property\" property is required')),c;function f(t){var e=[],a=t.value,s=t.key;if(\"array\"!==Qr(a))return[new Bt(s,a,\"array expected, \"+Qr(a)+\" found\")];if(2!==a.length)return[new Bt(s,a,\"array length 2 expected, length \"+a.length+\" found\")];if(u){if(\"object\"!==Qr(a[0]))return[new Bt(s,a,\"object expected, \"+Qr(a[0])+\" found\")];if(void 0===a[0].zoom)return[new Bt(s,a,\"object stop key must have zoom\")];if(void 0===a[0].value)return[new Bt(s,a,\"object stop key must have value\")];if(n&&n>Ut(a[0].zoom))return[new Bt(s,a[0].zoom,\"stop zoom values must appear in ascending order\")];Ut(a[0].zoom)!==n&&(n=Ut(a[0].zoom),r=void 0,o={}),e=e.concat(yn({key:s+\"[0]\",value:a[0],valueSpec:{zoom:{}},style:t.style,styleSpec:t.styleSpec,objectElementValidators:{zoom:xn,value:h}}))}else e=e.concat(h({key:s+\"[0]\",value:a[0],valueSpec:{},style:t.style,styleSpec:t.styleSpec},a));return cn(Vt(a[1]))?e.concat([new Bt(s+\"[1]\",a[1],\"expressions are not allowed in function stops.\")]):e.concat(Hn({key:s+\"[1]\",value:a[1],valueSpec:i,style:t.style,styleSpec:t.styleSpec}))}function h(t,n){var s=Qr(t.value),l=Ut(t.value),u=null!==t.value?t.value:n;if(e){if(s!==e)return[new Bt(t.key,u,s+\" stop domain type must match previous stop domain type \"+e)]}else e=s;if(\"number\"!==s&&\"string\"!==s&&\"boolean\"!==s)return[new Bt(t.key,u,\"stop domain value must be a number, string, or boolean\")];if(\"number\"!==s&&\"categorical\"!==a){var c=\"number expected, \"+s+\" found\";return Kr(i)&&void 0===a&&(c+='\\nIf you intended to use a categorical function, specify `\"type\": \"categorical\"`.'),[new Bt(t.key,u,c)]}return\"categorical\"!==a||\"number\"!==s||isFinite(l)&&Math.floor(l)===l?\"categorical\"!==a&&\"number\"===s&&void 0!==r&&l<r?[new Bt(t.key,u,\"stop domain values must appear in ascending order\")]:(r=l,\"categorical\"===a&&l in o?[new Bt(t.key,u,\"stop domain values must be unique\")]:(o[l]=!0,[])):[new Bt(t.key,u,\"integer expected, found \"+l)]}}function _n(t){var e=(\"property\"===t.expressionContext?dn:fn)(Vt(t.value),t.valueSpec);if(\"error\"===e.result)return e.value.map((function(e){return new Bt(\"\"+t.key+e.key,t.value,e.message)}));var r=e.value.expression||e.value._styleExpression.expression;if(\"property\"===t.expressionContext&&\"text-font\"===t.propertyKey&&!r.outputDefined())return[new Bt(t.key,t.value,'Invalid data expression for \"'+t.propertyKey+'\". Output values must be contained as literals within the expression.')];if(\"property\"===t.expressionContext&&\"layout\"===t.propertyType&&!Xe(r))return[new Bt(t.key,t.value,'\"feature-state\" data expressions are not supported with layout properties.')];if(\"filter\"===t.expressionContext&&!Xe(r))return[new Bt(t.key,t.value,'\"feature-state\" data expressions are not supported with filters.')];if(t.expressionContext&&0===t.expressionContext.indexOf(\"cluster\")){if(!Ze(r,[\"zoom\",\"feature-state\"]))return[new Bt(t.key,t.value,'\"zoom\" and \"feature-state\" expressions are not supported with cluster properties.')];if(\"cluster-initial\"===t.expressionContext&&!Ye(r))return[new Bt(t.key,t.value,\"Feature data expressions are not supported with initial expression part of cluster properties.\")]}return[]}function wn(t){var e=t.key,r=t.value,n=t.valueSpec,i=[];return Array.isArray(n.values)?-1===n.values.indexOf(Ut(r))&&i.push(new Bt(e,r,\"expected one of [\"+n.values.join(\", \")+\"], \"+JSON.stringify(r)+\" found\")):-1===Object.keys(n.values).indexOf(Ut(r))&&i.push(new Bt(e,r,\"expected one of [\"+Object.keys(n.values).join(\", \")+\"], \"+JSON.stringify(r)+\" found\")),i}function Tn(t){if(!0===t||!1===t)return!0;if(!Array.isArray(t)||0===t.length)return!1;switch(t[0]){case\"has\":return t.length>=2&&\"$id\"!==t[1]&&\"$type\"!==t[1];case\"in\":return t.length>=3&&(\"string\"!=typeof t[1]||Array.isArray(t[2]));case\"!in\":case\"!has\":case\"none\":return!1;case\"==\":case\"!=\":case\">\":case\">=\":case\"<\":case\"<=\":return 3!==t.length||Array.isArray(t[1])||Array.isArray(t[2]);case\"any\":case\"all\":for(var e=0,r=t.slice(1);e<r.length;e+=1){var n=r[e];if(!Tn(n)&&\"boolean\"!=typeof n)return!1}return!0;default:return!0}}vn.deserialize=function(t){return new vn(t._parameters,t._specification)},vn.serialize=function(t){return{_parameters:t._parameters,_specification:t._specification}};var kn={type:\"boolean\",default:!1,transition:!1,\"property-type\":\"data-driven\",expression:{interpolated:!1,parameters:[\"zoom\",\"feature\"]}};function An(t){if(null==t)return{filter:function(){return!0},needGeometry:!1};Tn(t)||(t=En(t));var e=fn(t,kn);if(\"error\"===e.result)throw new Error(e.value.map((function(t){return t.key+\": \"+t.message})).join(\", \"));return{filter:function(t,r,n){return e.value.evaluate(t,r,{},n)},needGeometry:Sn(t)}}function Mn(t,e){return t<e?-1:t>e?1:0}function Sn(t){if(!Array.isArray(t))return!1;if(\"within\"===t[0])return!0;for(var e=1;e<t.length;e++)if(Sn(t[e]))return!0;return!1}function En(t){if(!t)return!0;var e,r=t[0];return t.length<=1?\"any\"!==r:\"==\"===r?Ln(t[1],t[2],\"==\"):\"!=\"===r?On(Ln(t[1],t[2],\"==\")):\"<\"===r||\">\"===r||\"<=\"===r||\">=\"===r?Ln(t[1],t[2],r):\"any\"===r?(e=t.slice(1),[\"any\"].concat(e.map(En))):\"all\"===r?[\"all\"].concat(t.slice(1).map(En)):\"none\"===r?[\"all\"].concat(t.slice(1).map(En).map(On)):\"in\"===r?Cn(t[1],t.slice(2)):\"!in\"===r?On(Cn(t[1],t.slice(2))):\"has\"===r?Pn(t[1]):\"!has\"===r?On(Pn(t[1])):\"within\"!==r||t}function Ln(t,e,r){switch(t){case\"$type\":return[\"filter-type-\"+r,e];case\"$id\":return[\"filter-id-\"+r,e];default:return[\"filter-\"+r,t,e]}}function Cn(t,e){if(0===e.length)return!1;switch(t){case\"$type\":return[\"filter-type-in\",[\"literal\",e]];case\"$id\":return[\"filter-id-in\",[\"literal\",e]];default:return e.length>200&&!e.some((function(t){return typeof t!=typeof e[0]}))?[\"filter-in-large\",t,[\"literal\",e.sort(Mn)]]:[\"filter-in-small\",t,[\"literal\",e]]}}function Pn(t){switch(t){case\"$type\":return!0;case\"$id\":return[\"filter-has-id\"];default:return[\"filter-has\",t]}}function On(t){return[\"!\",t]}function In(t){return Tn(Vt(t.value))?_n(jt({},t,{expressionContext:\"filter\",valueSpec:{value:\"boolean\"}})):zn(t)}function zn(t){var e=t.value,r=t.key;if(\"array\"!==Qr(e))return[new Bt(r,e,\"array expected, \"+Qr(e)+\" found\")];var n,i=t.styleSpec,a=[];if(e.length<1)return[new Bt(r,e,\"filter array must have at least 1 element\")];switch(a=a.concat(wn({key:r+\"[0]\",value:e[0],valueSpec:i.filter_operator,style:t.style,styleSpec:t.styleSpec})),Ut(e[0])){case\"<\":case\"<=\":case\">\":case\">=\":e.length>=2&&\"$type\"===Ut(e[1])&&a.push(new Bt(r,e,'\"$type\" cannot be use with operator \"'+e[0]+'\"'));case\"==\":case\"!=\":3!==e.length&&a.push(new Bt(r,e,'filter array for operator \"'+e[0]+'\" must have 3 elements'));case\"in\":case\"!in\":e.length>=2&&\"string\"!==(n=Qr(e[1]))&&a.push(new Bt(r+\"[1]\",e[1],\"string expected, \"+n+\" found\"));for(var o=2;o<e.length;o++)n=Qr(e[o]),\"$type\"===Ut(e[1])?a=a.concat(wn({key:r+\"[\"+o+\"]\",value:e[o],valueSpec:i.geometry_type,style:t.style,styleSpec:t.styleSpec})):\"string\"!==n&&\"number\"!==n&&\"boolean\"!==n&&a.push(new Bt(r+\"[\"+o+\"]\",e[o],\"string, number, or boolean expected, \"+n+\" found\"));break;case\"any\":case\"all\":case\"none\":for(var s=1;s<e.length;s++)a=a.concat(zn({key:r+\"[\"+s+\"]\",value:e[s],style:t.style,styleSpec:t.styleSpec}));break;case\"has\":case\"!has\":n=Qr(e[1]),2!==e.length?a.push(new Bt(r,e,'filter array for \"'+e[0]+'\" operator must have 2 elements')):\"string\"!==n&&a.push(new Bt(r+\"[1]\",e[1],\"string expected, \"+n+\" found\"));break;case\"within\":n=Qr(e[1]),2!==e.length?a.push(new Bt(r,e,'filter array for \"'+e[0]+'\" operator must have 2 elements')):\"object\"!==n&&a.push(new Bt(r+\"[1]\",e[1],\"object expected, \"+n+\" found\"))}return a}function Dn(t,e){var r=t.key,n=t.style,i=t.styleSpec,a=t.value,o=t.objectKey,s=i[e+\"_\"+t.layerType];if(!s)return[];var l=o.match(/^(.*)-transition$/);if(\"paint\"===e&&l&&s[l[1]]&&s[l[1]].transition)return Hn({key:r,value:a,valueSpec:i.transition,style:n,styleSpec:i});var u,c=t.valueSpec||s[o];if(!c)return[new Bt(r,a,'unknown property \"'+o+'\"')];if(\"string\"===Qr(a)&&Kr(c)&&!c.tokens&&(u=/^{([^}]+)}$/.exec(a)))return[new Bt(r,a,'\"'+o+'\" does not support interpolation syntax\\nUse an identity property function instead: `{ \"type\": \"identity\", \"property\": '+JSON.stringify(u[1])+\" }`.\")];var f=[];return\"symbol\"===t.layerType&&(\"text-field\"===o&&n&&!n.glyphs&&f.push(new Bt(r,a,'use of \"text-field\" requires a style \"glyphs\" property')),\"text-font\"===o&&tn(Vt(a))&&\"identity\"===Ut(a.type)&&f.push(new Bt(r,a,'\"text-font\" does not support identity 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h=i.sources&&i.sources[r.source],p=h&&Ut(h.type);h?\"vector\"===p&&\"raster\"===s?e.push(new Bt(n,r.source,'layer \"'+r.id+'\" requires a raster source')):\"raster\"===p&&\"raster\"!==s?e.push(new Bt(n,r.source,'layer \"'+r.id+'\" requires a vector source')):\"vector\"!==p||r[\"source-layer\"]?\"raster-dem\"===p&&\"hillshade\"!==s?e.push(new Bt(n,r.source,\"raster-dem source can only be used with layer type 'hillshade'.\")):\"line\"!==s||!r.paint||!r.paint[\"line-gradient\"]||\"geojson\"===p&&h.lineMetrics||e.push(new Bt(n,r,'layer \"'+r.id+'\" specifies a line-gradient, which requires a GeoJSON source with `lineMetrics` enabled.')):e.push(new Bt(n,r,'layer \"'+r.id+'\" must specify a \"source-layer\"')):e.push(new Bt(n,r.source,'source \"'+r.source+'\" not found'))}else e.push(new Bt(n,r,'missing required property \"source\"'));return 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Arrows\"](t)&&(t>=11026&&t<=11055||t>=11088&&t<=11097||t>=11192&&t<=11243)||pi[\"CJK Symbols and Punctuation\"](t)||pi.Katakana(t)||pi[\"Private Use Area\"](t)||pi[\"CJK Compatibility Forms\"](t)||pi[\"Small Form Variants\"](t)||pi[\"Halfwidth and Fullwidth Forms\"](t)||8734===t||8756===t||8757===t||t>=9984&&t<=10087||t>=10102&&t<=10131||65532===t||65533===t)}(t))}function yi(t){return pi.Arabic(t)||pi[\"Arabic Supplement\"](t)||pi[\"Arabic Extended-A\"](t)||pi[\"Arabic Presentation Forms-A\"](t)||pi[\"Arabic Presentation Forms-B\"](t)}function mi(t){return t>=1424&&t<=2303||pi[\"Arabic Presentation Forms-A\"](t)||pi[\"Arabic Presentation Forms-B\"](t)}function xi(t,e){return!(!e&&mi(t)||t>=2304&&t<=3583||t>=3840&&t<=4255||pi.Khmer(t))}function bi(t){for(var e=0,r=t;e<r.length;e+=1)if(mi(r[e].charCodeAt(0)))return!0;return!1}var _i=\"deferred\",wi=\"loading\",Ti=\"loaded\",ki=\"error\",Ai=null,Mi=\"unavailable\",Si=null,Ei=function(t){t&&\"string\"==typeof t&&t.indexOf(\"NetworkError\")>-1&&(Mi=ki),Ai&&Ai(t)};function Li(){Ci.fire(new zt(\"pluginStateChange\",{pluginStatus:Mi,pluginURL:Si}))}var Ci=new Rt,Pi=function(){return Mi},Oi=function(){if(Mi!==_i||!Si)throw new Error(\"rtl-text-plugin cannot be downloaded unless a pluginURL is specified\");Mi=wi,Li(),Si&&Mt({url:Si},(function(t){t?Ei(t):(Mi=Ti,Li())}))},Ii={applyArabicShaping:null,processBidirectionalText:null,processStyledBidirectionalText:null,isLoaded:function(){return Mi===Ti||null!=Ii.applyArabicShaping},isLoading:function(){return Mi===wi},setState:function(t){Mi=t.pluginStatus,Si=t.pluginURL},isParsed:function(){return null!=Ii.applyArabicShaping&&null!=Ii.processBidirectionalText&&null!=Ii.processStyledBidirectionalText},getPluginURL:function(){return Si}},zi=function(t,e){this.zoom=t,e?(this.now=e.now,this.fadeDuration=e.fadeDuration,this.zoomHistory=e.zoomHistory,this.transition=e.transition):(this.now=0,this.fadeDuration=0,this.zoomHistory=new hi,this.transition={})};zi.prototype.isSupportedScript=function(t){return function(t,e){for(var r=0,n=t;r<n.length;r+=1)if(!xi(n[r].charCodeAt(0),e))return!1;return!0}(t,Ii.isLoaded())},zi.prototype.crossFadingFactor=function(){return 0===this.fadeDuration?1:Math.min((this.now-this.zoomHistory.lastIntegerZoomTime)/this.fadeDuration,1)},zi.prototype.getCrossfadeParameters=function(){var t=this.zoom,e=t-Math.floor(t),r=this.crossFadingFactor();return t>this.zoomHistory.lastIntegerZoom?{fromScale:2,toScale:1,t:e+(1-e)*r}:{fromScale:.5,toScale:1,t:1-(1-r)*e}};var Di=function(t,e){this.property=t,this.value=e,this.expression=function(t,e){if(tn(t))return new vn(t,e);if(cn(t)){var r=dn(t,e);if(\"error\"===r.result)throw new Error(r.value.map((function(t){return t.key+\": \"+t.message})).join(\", \"));return r.value}var n=t;return\"string\"==typeof t&&\"color\"===e.type&&(n=ue.parse(t)),{kind:\"constant\",evaluate:function(){return n}}}(void 0===e?t.specification.default:e,t.specification)};Di.prototype.isDataDriven=function(){return\"source\"===this.expression.kind||\"composite\"===this.expression.kind},Di.prototype.possiblyEvaluate=function(t,e,r){return this.property.possiblyEvaluate(this,t,e,r)};var Ri=function(t){this.property=t,this.value=new Di(t,void 0)};Ri.prototype.transitioned=function(t,e){return new Bi(this.property,this.value,e,p({},t.transition,this.transition),t.now)},Ri.prototype.untransitioned=function(){return new Bi(this.property,this.value,null,{},0)};var Fi=function(t){this._properties=t,this._values=Object.create(t.defaultTransitionablePropertyValues)};Fi.prototype.getValue=function(t){return w(this._values[t].value.value)},Fi.prototype.setValue=function(t,e){this._values.hasOwnProperty(t)||(this._values[t]=new Ri(this._values[t].property)),this._values[t].value=new Di(this._values[t].property,null===e?void 0:w(e))},Fi.prototype.getTransition=function(t){return w(this._values[t].transition)},Fi.prototype.setTransition=function(t,e){this._values.hasOwnProperty(t)||(this._values[t]=new Ri(this._values[t].property)),this._values[t].transition=w(e)||void 0},Fi.prototype.serialize=function(){for(var t={},e=0,r=Object.keys(this._values);e<r.length;e+=1){var n=r[e],i=this.getValue(n);void 0!==i&&(t[n]=i);var a=this.getTransition(n);void 0!==a&&(t[n+\"-transition\"]=a)}return t},Fi.prototype.transitioned=function(t,e){for(var r=new Ni(this._properties),n=0,i=Object.keys(this._values);n<i.length;n+=1){var a=i[n];r._values[a]=this._values[a].transitioned(t,e._values[a])}return r},Fi.prototype.untransitioned=function(){for(var t=new Ni(this._properties),e=0,r=Object.keys(this._values);e<r.length;e+=1){var n=r[e];t._values[n]=this._values[n].untransitioned()}return t};var Bi=function(t,e,r,n,i){this.property=t,this.value=e,this.begin=i+n.delay||0,this.end=this.begin+n.duration||0,t.specification.transition&&(n.delay||n.duration)&&(this.prior=r)};Bi.prototype.possiblyEvaluate=function(t,e,r){var n=t.now||0,i=this.value.possiblyEvaluate(t,e,r),a=this.prior;if(a){if(n>this.end)return this.prior=null,i;if(this.value.isDataDriven())return this.prior=null,i;if(n<this.begin)return a.possiblyEvaluate(t,e,r);var o=(n-this.begin)/(this.end-this.begin);return this.property.interpolate(a.possiblyEvaluate(t,e,r),i,function(t){if(t<=0)return 0;if(t>=1)return 1;var e=t*t,r=e*t;return 4*(t<.5?r:3*(t-e)+r-.75)}(o))}return i};var Ni=function(t){this._properties=t,this._values=Object.create(t.defaultTransitioningPropertyValues)};Ni.prototype.possiblyEvaluate=function(t,e,r){for(var n=new Vi(this._properties),i=0,a=Object.keys(this._values);i<a.length;i+=1){var o=a[i];n._values[o]=this._values[o].possiblyEvaluate(t,e,r)}return n},Ni.prototype.hasTransition=function(){for(var t=0,e=Object.keys(this._values);t<e.length;t+=1){var r=e[t];if(this._values[r].prior)return!0}return!1};var ji=function(t){this._properties=t,this._values=Object.create(t.defaultPropertyValues)};ji.prototype.getValue=function(t){return w(this._values[t].value)},ji.prototype.setValue=function(t,e){this._values[t]=new Di(this._values[t].property,null===e?void 0:w(e))},ji.prototype.serialize=function(){for(var t={},e=0,r=Object.keys(this._values);e<r.length;e+=1){var n=r[e],i=this.getValue(n);void 0!==i&&(t[n]=i)}return t},ji.prototype.possiblyEvaluate=function(t,e,r){for(var n=new Vi(this._properties),i=0,a=Object.keys(this._values);i<a.length;i+=1){var o=a[i];n._values[o]=this._values[o].possiblyEvaluate(t,e,r)}return n};var Ui=function(t,e,r){this.property=t,this.value=e,this.parameters=r};Ui.prototype.isConstant=function(){return\"constant\"===this.value.kind},Ui.prototype.constantOr=function(t){return\"constant\"===this.value.kind?this.value.value:t},Ui.prototype.evaluate=function(t,e,r,n){return this.property.evaluate(this.value,this.parameters,t,e,r,n)};var Vi=function(t){this._properties=t,this._values=Object.create(t.defaultPossiblyEvaluatedValues)};Vi.prototype.get=function(t){return this._values[t]};var qi=function(t){this.specification=t};qi.prototype.possiblyEvaluate=function(t,e){return t.expression.evaluate(e)},qi.prototype.interpolate=function(t,e,r){var n=rr[this.specification.type];return n?n(t,e,r):t};var Hi=function(t,e){this.specification=t,this.overrides=e};Hi.prototype.possiblyEvaluate=function(t,e,r,n){return\"constant\"===t.expression.kind||\"camera\"===t.expression.kind?new Ui(this,{kind:\"constant\",value:t.expression.evaluate(e,null,{},r,n)},e):new Ui(this,t.expression,e)},Hi.prototype.interpolate=function(t,e,r){if(\"constant\"!==t.value.kind||\"constant\"!==e.value.kind)return t;if(void 0===t.value.value||void 0===e.value.value)return new Ui(this,{kind:\"constant\",value:void 0},t.parameters);var n=rr[this.specification.type];return n?new Ui(this,{kind:\"constant\",value:n(t.value.value,e.value.value,r)},t.parameters):t},Hi.prototype.evaluate=function(t,e,r,n,i,a){return\"constant\"===t.kind?t.value:t.evaluate(e,r,n,i,a)};var Gi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.possiblyEvaluate=function(t,e,r,n){if(void 0===t.value)return new Ui(this,{kind:\"constant\",value:void 0},e);if(\"constant\"===t.expression.kind){var i=t.expression.evaluate(e,null,{},r,n),a=\"resolvedImage\"===t.property.specification.type&&\"string\"!=typeof i?i.name:i,o=this._calculate(a,a,a,e);return new Ui(this,{kind:\"constant\",value:o},e)}if(\"camera\"===t.expression.kind){var s=this._calculate(t.expression.evaluate({zoom:e.zoom-1}),t.expression.evaluate({zoom:e.zoom}),t.expression.evaluate({zoom:e.zoom+1}),e);return new Ui(this,{kind:\"constant\",value:s},e)}return new Ui(this,t.expression,e)},e.prototype.evaluate=function(t,e,r,n,i,a){if(\"source\"===t.kind){var o=t.evaluate(e,r,n,i,a);return this._calculate(o,o,o,e)}return\"composite\"===t.kind?this._calculate(t.evaluate({zoom:Math.floor(e.zoom)-1},r,n),t.evaluate({zoom:Math.floor(e.zoom)},r,n),t.evaluate({zoom:Math.floor(e.zoom)+1},r,n),e):t.value},e.prototype._calculate=function(t,e,r,n){return n.zoom>n.zoomHistory.lastIntegerZoom?{from:t,to:e}:{from:r,to:e}},e.prototype.interpolate=function(t){return t},e}(Hi),Wi=function(t){this.specification=t};Wi.prototype.possiblyEvaluate=function(t,e,r,n){if(void 0!==t.value){if(\"constant\"===t.expression.kind){var i=t.expression.evaluate(e,null,{},r,n);return 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Vi(r.paint)}}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.getCrossfadeParameters=function(){return this._crossfadeParameters},e.prototype.getLayoutProperty=function(t){return\"visibility\"===t?this.visibility:this._unevaluatedLayout.getValue(t)},e.prototype.setLayoutProperty=function(t,e,r){if(void 0===r&&(r={}),null!=e){var n=\"layers.\"+this.id+\".layout.\"+t;if(this._validate($n,n,t,e,r))return}\"visibility\"!==t?this._unevaluatedLayout.setValue(t,e):this.visibility=e},e.prototype.getPaintProperty=function(t){return x(t,Zi)?this._transitionablePaint.getTransition(t.slice(0,-11)):this._transitionablePaint.getValue(t)},e.prototype.setPaintProperty=function(t,e,r){if(void 0===r&&(r={}),null!=e){var n=\"layers.\"+this.id+\".paint.\"+t;if(this._validate(Jn,n,t,e,r))return!1}if(x(t,Zi))return this._transitionablePaint.setTransition(t.slice(0,-11),e||void 0),!1;var i=this._transitionablePaint._values[t],a=\"cross-faded-data-driven\"===i.property.specification[\"property-type\"],o=i.value.isDataDriven(),s=i.value;this._transitionablePaint.setValue(t,e),this._handleSpecialPaintPropertyUpdate(t);var l=this._transitionablePaint._values[t].value;return l.isDataDriven()||o||a||this._handleOverridablePaintPropertyUpdate(t,s,l)},e.prototype._handleSpecialPaintPropertyUpdate=function(t){},e.prototype._handleOverridablePaintPropertyUpdate=function(t,e,r){return!1},e.prototype.isHidden=function(t){return!!(this.minzoom&&t<this.minzoom)||!!(this.maxzoom&&t>=this.maxzoom)||\"none\"===this.visibility},e.prototype.updateTransitions=function(t){this._transitioningPaint=this._transitionablePaint.transitioned(t,this._transitioningPaint)},e.prototype.hasTransition=function(){return this._transitioningPaint.hasTransition()},e.prototype.recalculate=function(t,e){t.getCrossfadeParameters&&(this._crossfadeParameters=t.getCrossfadeParameters()),this._unevaluatedLayout&&(this.layout=this._unevaluatedLayout.possiblyEvaluate(t,void 0,e)),this.paint=this._transitioningPaint.possiblyEvaluate(t,void 0,e)},e.prototype.serialize=function(){var t={id:this.id,type:this.type,source:this.source,\"source-layer\":this.sourceLayer,metadata:this.metadata,minzoom:this.minzoom,maxzoom:this.maxzoom,filter:this.filter,layout:this._unevaluatedLayout&&this._unevaluatedLayout.serialize(),paint:this._transitionablePaint&&this._transitionablePaint.serialize()};return this.visibility&&(t.layout=t.layout||{},t.layout.visibility=this.visibility),_(t,(function(t,e){return!(void 0===t||\"layout\"===e&&!Object.keys(t).length||\"paint\"===e&&!Object.keys(t).length)}))},e.prototype._validate=function(t,e,r,n,i){return void 0===i&&(i={}),(!i||!1!==i.validate)&&Qn(this,t.call(Zn,{key:e,layerType:this.type,objectKey:r,value:n,styleSpec:Ft,style:{glyphs:!0,sprite:!0}}))},e.prototype.is3D=function(){return!1},e.prototype.isTileClipped=function(){return!1},e.prototype.hasOffscreenPass=function(){return!1},e.prototype.resize=function(){},e.prototype.isStateDependent=function(){for(var t in this.paint._values){var e=this.paint.get(t);if(e instanceof Ui&&Kr(e.property.specification)&&(\"source\"===e.value.kind||\"composite\"===e.value.kind)&&e.value.isStateDependent)return!0}return!1},e}(Rt),Ji={Int8:Int8Array,Uint8:Uint8Array,Int16:Int16Array,Uint16:Uint16Array,Int32:Int32Array,Uint32:Uint32Array,Float32:Float32Array},$i=function(t,e){this._structArray=t,this._pos1=e*this.size,this._pos2=this._pos1/2,this._pos4=this._pos1/4,this._pos8=this._pos1/8},Qi=function(){this.isTransferred=!1,this.capacity=-1,this.resize(0)};function ta(t,e){void 0===e&&(e=1);var r=0,n=0;return{members:t.map((function(t){var i,a=(i=t.type,Ji[i].BYTES_PER_ELEMENT),o=r=ea(r,Math.max(e,a)),s=t.components||1;return n=Math.max(n,a),r+=a*s,{name:t.name,type:t.type,components:s,offset:o}})),size:ea(r,Math.max(n,e)),alignment:e}}function ea(t,e){return Math.ceil(t/e)*e}Qi.serialize=function(t,e){return t._trim(),e&&(t.isTransferred=!0,e.push(t.arrayBuffer)),{length:t.length,arrayBuffer:t.arrayBuffer}},Qi.deserialize=function(t){var e=Object.create(this.prototype);return e.arrayBuffer=t.arrayBuffer,e.length=t.length,e.capacity=t.arrayBuffer.byteLength/e.bytesPerElement,e._refreshViews(),e},Qi.prototype._trim=function(){this.length!==this.capacity&&(this.capacity=this.length,this.arrayBuffer=this.arrayBuffer.slice(0,this.length*this.bytesPerElement),this._refreshViews())},Qi.prototype.clear=function(){this.length=0},Qi.prototype.resize=function(t){this.reserve(t),this.length=t},Qi.prototype.reserve=function(t){if(t>this.capacity){this.capacity=Math.max(t,Math.floor(5*this.capacity),128),this.arrayBuffer=new ArrayBuffer(this.capacity*this.bytesPerElement);var e=this.uint8;this._refreshViews(),e&&this.uint8.set(e)}},Qi.prototype._refreshViews=function(){throw new Error(\"_refreshViews() must be implemented by each concrete StructArray layout\")};var ra=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e){var r=this.length;return this.resize(r+1),this.emplace(r,t,e)},e.prototype.emplace=function(t,e,r){var n=2*t;return this.int16[n+0]=e,this.int16[n+1]=r,t},e}(Qi);ra.prototype.bytesPerElement=4,oi(\"StructArrayLayout2i4\",ra);var na=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new 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this.int16[s+0]=e,this.int16[s+1]=r,this.int16[s+2]=n,this.int16[s+3]=i,this.int16[s+4]=a,this.int16[s+5]=o,t},e}(Qi);ia.prototype.bytesPerElement=12,oi(\"StructArrayLayout2i4i12\",ia);var aa=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a){var o=this.length;return this.resize(o+1),this.emplace(o,t,e,r,n,i,a)},e.prototype.emplace=function(t,e,r,n,i,a,o){var s=4*t,l=8*t;return this.int16[s+0]=e,this.int16[s+1]=r,this.uint8[l+4]=n,this.uint8[l+5]=i,this.uint8[l+6]=a,this.uint8[l+7]=o,t},e}(Qi);aa.prototype.bytesPerElement=8,oi(\"StructArrayLayout2i4ub8\",aa);var oa=function(t){function e(){t.apply(this,arguments)}return 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this._structArray.uint8[this._pos1+38]},r.hidden.set=function(t){this._structArray.uint8[this._pos1+38]=t},r.crossTileID.get=function(){return this._structArray.uint32[this._pos4+10]},r.crossTileID.set=function(t){this._structArray.uint32[this._pos4+10]=t},r.associatedIconIndex.get=function(){return this._structArray.int16[this._pos2+22]},Object.defineProperties(e.prototype,r),e}($i);Ma.prototype.size=48;var Sa=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.get=function(t){return new Ma(this,t)},e}(ga);oi(\"PlacedSymbolArray\",Sa);var Ea=function(t){function e(){t.apply(this,arguments)}t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e;var 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r.anchorX.get=function(){return this._structArray.int16[this._pos2+0]},r.anchorY.get=function(){return this._structArray.int16[this._pos2+1]},r.rightJustifiedTextSymbolIndex.get=function(){return this._structArray.int16[this._pos2+2]},r.centerJustifiedTextSymbolIndex.get=function(){return this._structArray.int16[this._pos2+3]},r.leftJustifiedTextSymbolIndex.get=function(){return this._structArray.int16[this._pos2+4]},r.verticalPlacedTextSymbolIndex.get=function(){return this._structArray.int16[this._pos2+5]},r.placedIconSymbolIndex.get=function(){return this._structArray.int16[this._pos2+6]},r.verticalPlacedIconSymbolIndex.get=function(){return this._structArray.int16[this._pos2+7]},r.key.get=function(){return this._structArray.uint16[this._pos2+8]},r.textBoxStartIndex.get=function(){return this._structArray.uint16[this._pos2+9]},r.textBoxEndIndex.get=function(){return this._structArray.uint16[this._pos2+10]},r.verticalTextBoxStartIndex.get=function(){return 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s=t;s<e;s++)this.paintVertexArray.emplace(s,r,n);this.maxValue=Math.max(this.maxValue,Math.abs(r),Math.abs(n))}},so.prototype.upload=function(t){this.paintVertexArray&&this.paintVertexArray.arrayBuffer&&(this.paintVertexBuffer&&this.paintVertexBuffer.buffer?this.paintVertexBuffer.updateData(this.paintVertexArray):this.paintVertexBuffer=t.createVertexBuffer(this.paintVertexArray,this.paintVertexAttributes,this.expression.isStateDependent))},so.prototype.destroy=function(){this.paintVertexBuffer&&this.paintVertexBuffer.destroy()},so.prototype.setUniform=function(t,e){var r=this.useIntegerZoom?Math.floor(e.zoom):e.zoom,n=f(this.expression.interpolationFactor(r,this.zoom,this.zoom+1),0,1);t.set(n)},so.prototype.getBinding=function(t,e,r){return new Ka(t,e)};var lo=function(t,e,r,n,i,a){this.expression=t,this.type=e,this.useIntegerZoom=r,this.zoom=n,this.layerId=a,this.zoomInPaintVertexArray=new i,this.zoomOutPaintVertexArray=new i};lo.prototype.populatePaintArray=function(t,e,r){var n=this.zoomInPaintVertexArray.length;this.zoomInPaintVertexArray.resize(t),this.zoomOutPaintVertexArray.resize(t),this._setPaintValues(n,t,e.patterns&&e.patterns[this.layerId],r)},lo.prototype.updatePaintArray=function(t,e,r,n,i){this._setPaintValues(t,e,r.patterns&&r.patterns[this.layerId],i)},lo.prototype._setPaintValues=function(t,e,r,n){if(n&&r){var i=r.min,a=r.mid,o=r.max,s=n[i],l=n[a],u=n[o];if(s&&l&&u)for(var c=t;c<e;c++)this.zoomInPaintVertexArray.emplace(c,l.tl[0],l.tl[1],l.br[0],l.br[1],s.tl[0],s.tl[1],s.br[0],s.br[1],l.pixelRatio,s.pixelRatio),this.zoomOutPaintVertexArray.emplace(c,l.tl[0],l.tl[1],l.br[0],l.br[1],u.tl[0],u.tl[1],u.br[0],u.br[1],l.pixelRatio,u.pixelRatio)}},lo.prototype.upload=function(t){this.zoomInPaintVertexArray&&this.zoomInPaintVertexArray.arrayBuffer&&this.zoomOutPaintVertexArray&&this.zoomOutPaintVertexArray.arrayBuffer&&(this.zoomInPaintVertexBuffer=t.createVertexBuffer(this.zoomInPaintVertexArray,Fa.members,this.expression.isStateDependent),this.zoomOutPaintVertexBuffer=t.createVertexBuffer(this.zoomOutPaintVertexArray,Fa.members,this.expression.isStateDependent))},lo.prototype.destroy=function(){this.zoomOutPaintVertexBuffer&&this.zoomOutPaintVertexBuffer.destroy(),this.zoomInPaintVertexBuffer&&this.zoomInPaintVertexBuffer.destroy()};var uo=function(t,e,r){this.binders={},this._buffers=[];var n=[];for(var i in t.paint._values)if(r(i)){var a=t.paint.get(i);if(a instanceof Ui&&Kr(a.property.specification)){var o=fo(i,t.type),s=a.value,l=a.property.specification.type,u=a.property.useIntegerZoom,c=a.property.specification[\"property-type\"],f=\"cross-faded\"===c||\"cross-faded-data-driven\"===c;if(\"constant\"===s.kind)this.binders[i]=f?new ao(s.value,o):new io(s.value,o,l),n.push(\"/u_\"+i);else if(\"source\"===s.kind||f){var h=ho(i,l,\"source\");this.binders[i]=f?new lo(s,l,u,e,h,t.id):new oo(s,o,l,h),n.push(\"/a_\"+i)}else{var p=ho(i,l,\"composite\");this.binders[i]=new so(s,o,l,u,e,p),n.push(\"/z_\"+i)}}}this.cacheKey=n.sort().join(\"\")};uo.prototype.getMaxValue=function(t){var e=this.binders[t];return e instanceof oo||e instanceof so?e.maxValue:0},uo.prototype.populatePaintArrays=function(t,e,r,n,i){for(var a in this.binders){var o=this.binders[a];(o instanceof oo||o instanceof so||o instanceof lo)&&o.populatePaintArray(t,e,r,n,i)}},uo.prototype.setConstantPatternPositions=function(t,e){for(var r in this.binders){var n=this.binders[r];n instanceof ao&&n.setConstantPatternPositions(t,e)}},uo.prototype.updatePaintArrays=function(t,e,r,n,i){var a=!1;for(var o in t)for(var s=0,l=e.getPositions(o);s<l.length;s+=1){var u=l[s],c=r.feature(u.index);for(var f in this.binders){var h=this.binders[f];if((h instanceof oo||h instanceof so||h instanceof lo)&&!0===h.expression.isStateDependent){var p=n.paint.get(f);h.expression=p.value,h.updatePaintArray(u.start,u.end,c,t[o],i),a=!0}}}return a},uo.prototype.defines=function(){var t=[];for(var e in this.binders){var r=this.binders[e];(r instanceof io||r instanceof ao)&&t.push.apply(t,r.uniformNames.map((function(t){return\"#define HAS_UNIFORM_\"+t})))}return t},uo.prototype.getBinderAttributes=function(){var t=[];for(var e in this.binders){var r=this.binders[e];if(r instanceof oo||r instanceof so)for(var n=0;n<r.paintVertexAttributes.length;n++)t.push(r.paintVertexAttributes[n].name);else if(r instanceof lo)for(var i=0;i<Fa.members.length;i++)t.push(Fa.members[i].name)}return t},uo.prototype.getBinderUniforms=function(){var t=[];for(var e in this.binders){var r=this.binders[e];if(r instanceof io||r instanceof ao||r instanceof so)for(var n=0,i=r.uniformNames;n<i.length;n+=1){var a=i[n];t.push(a)}}return t},uo.prototype.getPaintVertexBuffers=function(){return this._buffers},uo.prototype.getUniforms=function(t,e){var r=[];for(var n in this.binders){var i=this.binders[n];if(i instanceof io||i instanceof ao||i instanceof so)for(var a=0,o=i.uniformNames;a<o.length;a+=1){var s=o[a];if(e[s]){var l=i.getBinding(t,e[s],s);r.push({name:s,property:n,binding:l})}}}return r},uo.prototype.setUniforms=function(t,e,r,n){for(var i=0,a=e;i<a.length;i+=1){var o=a[i],s=o.name,l=o.property,u=o.binding;this.binders[l].setUniform(u,n,r.get(l),s)}},uo.prototype.updatePaintBuffers=function(t){for(var e in this._buffers=[],this.binders){var r=this.binders[e];if(t&&r instanceof lo){var 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u=t.readVarint();n=7&u,i=u>>3}if(i--,1===n||2===n)o+=t.readSVarint(),s+=t.readSVarint(),1===n&&(e&&l.push(e),e=[]),e.push(new a(o,s));else{if(7!==n)throw new Error(\"unknown command \"+n);e&&e.push(e[0].clone())}}return e&&l.push(e),l},Ys.prototype.bbox=function(){var t=this._pbf;t.pos=this._geometry;for(var e=t.readVarint()+t.pos,r=1,n=0,i=0,a=0,o=1/0,s=-1/0,l=1/0,u=-1/0;t.pos<e;){if(n<=0){var c=t.readVarint();r=7&c,n=c>>3}if(n--,1===r||2===r)(i+=t.readSVarint())<o&&(o=i),i>s&&(s=i),(a+=t.readSVarint())<l&&(l=a),a>u&&(u=a);else if(7!==r)throw new Error(\"unknown command \"+r)}return[o,l,s,u]},Ys.prototype.toGeoJSON=function(t,e,r){var n,i,a=this.extent*Math.pow(2,r),o=this.extent*t,s=this.extent*e,l=this.loadGeometry(),u=Ys.types[this.type];function c(t){for(var e=0;e<t.length;e++){var r=t[e],n=180-360*(r.y+s)/a;t[e]=[360*(r.x+o)/a-180,360/Math.PI*Math.atan(Math.exp(n*Math.PI/180))-90]}}switch(this.type){case 1:var f=[];for(n=0;n<l.length;n++)f[n]=l[n][0];c(l=f);break;case 2:for(n=0;n<l.length;n++)c(l[n]);break;case 3:for(l=function(t){var e=t.length;if(e<=1)return[t];for(var r,n,i=[],a=0;a<e;a++){var o=Zs(t[a]);0!==o&&(void 0===n&&(n=o<0),n===o<0?(r&&i.push(r),r=[t[a]]):r.push(t[a]))}return r&&i.push(r),i}(l),n=0;n<l.length;n++)for(i=0;i<l[n].length;i++)c(l[n][i])}1===l.length?l=l[0]:u=\"Multi\"+u;var h={type:\"Feature\",geometry:{type:u,coordinates:l},properties:this.properties};return\"id\"in this&&(h.id=this.id),h};var Ks=Js;function Js(t,e){this.version=1,this.name=null,this.extent=4096,this.length=0,this._pbf=t,this._keys=[],this._values=[],this._features=[],t.readFields($s,this,e),this.length=this._features.length}function $s(t,e,r){15===t?e.version=r.readVarint():1===t?e.name=r.readString():5===t?e.extent=r.readVarint():2===t?e._features.push(r.pos):3===t?e._keys.push(r.readString()):4===t&&e._values.push(function(t){for(var e=null,r=t.readVarint()+t.pos;t.pos<r;){var n=t.readVarint()>>3;e=1===n?t.readString():2===n?t.readFloat():3===n?t.readDouble():4===n?t.readVarint64():5===n?t.readVarint():6===n?t.readSVarint():7===n?t.readBoolean():null}return e}(r))}function Qs(t,e,r){if(3===t){var n=new Ks(r,r.readVarint()+r.pos);n.length&&(e[n.name]=n)}}Js.prototype.feature=function(t){if(t<0||t>=this._features.length)throw new Error(\"feature index out of bounds\");this._pbf.pos=this._features[t];var e=this._pbf.readVarint()+this._pbf.pos;return new Ws(this._pbf,e,this.extent,this._keys,this._values)};var tl={VectorTile:function(t,e){this.layers=t.readFields(Qs,{},e)},VectorTileFeature:Ws,VectorTileLayer:Ks},el=tl.VectorTileFeature.types,rl=Math.pow(2,13);function nl(t,e,r,n,i,a,o,s){t.emplaceBack(e,r,2*Math.floor(n*rl)+o,i*rl*2,a*rl*2,Math.round(s))}var il=function(t){this.zoom=t.zoom,this.overscaling=t.overscaling,this.layers=t.layers,this.layerIds=this.layers.map((function(t){return t.id})),this.index=t.index,this.hasPattern=!1,this.layoutVertexArray=new ia,this.indexArray=new va,this.programConfigurations=new co(t.layers,t.zoom),this.segments=new Da,this.stateDependentLayerIds=this.layers.filter((function(t){return t.isStateDependent()})).map((function(t){return t.id}))};function al(t,e){return t.x===e.x&&(t.x<0||t.x>po)||t.y===e.y&&(t.y<0||t.y>po)}il.prototype.populate=function(t,e,r){this.features=[],this.hasPattern=Ns(\"fill-extrusion\",this.layers,e);for(var n=0,i=t;n<i.length;n+=1){var a=i[n],o=a.feature,s=a.id,l=a.index,u=a.sourceLayerIndex,c=this.layers[0]._featureFilter.needGeometry,f=mo(o,c);if(this.layers[0]._featureFilter.filter(new zi(this.zoom),f,r)){var h={id:s,sourceLayerIndex:u,index:l,geometry:c?f.geometry:yo(o),properties:o.properties,type:o.type,patterns:{}};this.hasPattern?this.features.push(js(\"fill-extrusion\",this.layers,h,this.zoom,e)):this.addFeature(h,h.geometry,l,r,{}),e.featureIndex.insert(o,h.geometry,l,u,this.index,!0)}}},il.prototype.addFeatures=function(t,e,r){for(var n=0,i=this.features;n<i.length;n+=1){var a=i[n],o=a.geometry;this.addFeature(a,o,a.index,e,r)}},il.prototype.update=function(t,e,r){this.stateDependentLayers.length&&this.programConfigurations.updatePaintArrays(t,e,this.stateDependentLayers,r)},il.prototype.isEmpty=function(){return 0===this.layoutVertexArray.length},il.prototype.uploadPending=function(){return!this.uploaded||this.programConfigurations.needsUpload},il.prototype.upload=function(t){this.uploaded||(this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,Gs),this.indexBuffer=t.createIndexBuffer(this.indexArray)),this.programConfigurations.upload(t),this.uploaded=!0},il.prototype.destroy=function(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.programConfigurations.destroy(),this.segments.destroy())},il.prototype.addFeature=function(t,e,r,n,i){for(var a=0,o=Fs(e,500);a<o.length;a+=1){for(var s=o[a],l=0,u=0,c=s;u<c.length;u+=1)l+=c[u].length;for(var f=this.segments.prepareSegment(4,this.layoutVertexArray,this.indexArray),h=0,p=s;h<p.length;h+=1){var d=p[h];if(0!==d.length&&!((O=d).every((function(t){return t.x<0}))||O.every((function(t){return t.x>po}))||O.every((function(t){return t.y<0}))||O.every((function(t){return t.y>po}))))for(var v=0,g=0;g<d.length;g++){var y=d[g];if(g>=1){var m=d[g-1];if(!al(y,m)){f.vertexLength+4>Da.MAX_VERTEX_ARRAY_LENGTH&&(f=this.segments.prepareSegment(4,this.layoutVertexArray,this.indexArray));var x=y.sub(m)._perp()._unit(),b=m.dist(y);v+b>32768&&(v=0),nl(this.layoutVertexArray,y.x,y.y,x.x,x.y,0,0,v),nl(this.layoutVertexArray,y.x,y.y,x.x,x.y,0,1,v),v+=b,nl(this.layoutVertexArray,m.x,m.y,x.x,x.y,0,0,v),nl(this.layoutVertexArray,m.x,m.y,x.x,x.y,0,1,v);var _=f.vertexLength;this.indexArray.emplaceBack(_,_+2,_+1),this.indexArray.emplaceBack(_+1,_+2,_+3),f.vertexLength+=4,f.primitiveLength+=2}}}}if(f.vertexLength+l>Da.MAX_VERTEX_ARRAY_LENGTH&&(f=this.segments.prepareSegment(l,this.layoutVertexArray,this.indexArray)),\"Polygon\"===el[t.type]){for(var w=[],T=[],k=f.vertexLength,A=0,M=s;A<M.length;A+=1){var S=M[A];if(0!==S.length){S!==s[0]&&T.push(w.length/2);for(var E=0;E<S.length;E++){var L=S[E];nl(this.layoutVertexArray,L.x,L.y,0,0,1,1,0),w.push(L.x),w.push(L.y)}}}for(var C=as(w,T),P=0;P<C.length;P+=3)this.indexArray.emplaceBack(k+C[P],k+C[P+2],k+C[P+1]);f.primitiveLength+=C.length/3,f.vertexLength+=l}}var O;this.programConfigurations.populatePaintArrays(this.layoutVertexArray.length,t,r,i,n)},oi(\"FillExtrusionBucket\",il,{omit:[\"layers\",\"features\"]});var ol={paint:new Xi({\"fill-extrusion-opacity\":new qi(Ft[\"paint_fill-extrusion\"][\"fill-extrusion-opacity\"]),\"fill-extrusion-color\":new Hi(Ft[\"paint_fill-extrusion\"][\"fill-extrusion-color\"]),\"fill-extrusion-translate\":new qi(Ft[\"paint_fill-extrusion\"][\"fill-extrusion-translate\"]),\"fill-extrusion-translate-anchor\":new qi(Ft[\"paint_fill-extrusion\"][\"fill-extrusion-translate-anchor\"]),\"fill-extrusion-pattern\":new Gi(Ft[\"paint_fill-extrusion\"][\"fill-extrusion-pattern\"]),\"fill-extrusion-height\":new Hi(Ft[\"paint_fill-extrusion\"][\"fill-extrusion-height\"]),\"fill-extrusion-base\":new Hi(Ft[\"paint_fill-extrusion\"][\"fill-extrusion-base\"]),\"fill-extrusion-vertical-gradient\":new qi(Ft[\"paint_fill-extrusion\"][\"fill-extrusion-vertical-gradient\"])})},sl=function(t){function e(e){t.call(this,e,ol)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.createBucket=function(t){return new il(t)},e.prototype.queryRadius=function(){return Io(this.paint.get(\"fill-extrusion-translate\"))},e.prototype.is3D=function(){return!0},e.prototype.queryIntersectsFeature=function(t,e,r,n,i,o,s,l){var u=zo(t,this.paint.get(\"fill-extrusion-translate\"),this.paint.get(\"fill-extrusion-translate-anchor\"),o.angle,s),c=this.paint.get(\"fill-extrusion-height\").evaluate(e,r),f=this.paint.get(\"fill-extrusion-base\").evaluate(e,r),h=function(t,e,r,n){for(var i=[],o=0,s=t;o<s.length;o+=1){var l=s[o],u=[l.x,l.y,n,1];qo(u,u,e),i.push(new a(u[0]/u[3],u[1]/u[3]))}return i}(u,l,0,0),p=function(t,e,r,n){for(var i=[],o=[],s=n[8]*e,l=n[9]*e,u=n[10]*e,c=n[11]*e,f=n[8]*r,h=n[9]*r,p=n[10]*r,d=n[11]*r,v=0,g=t;v<g.length;v+=1){for(var y=[],m=[],x=0,b=g[v];x<b.length;x+=1){var _=b[x],w=_.x,T=_.y,k=n[0]*w+n[4]*T+n[12],A=n[1]*w+n[5]*T+n[13],M=n[2]*w+n[6]*T+n[14],S=n[3]*w+n[7]*T+n[15],E=M+u,L=S+c,C=k+f,P=A+h,O=M+p,I=S+d,z=new a((k+s)/L,(A+l)/L);z.z=E/L,y.push(z);var D=new a(C/I,P/I);D.z=O/I,m.push(D)}i.push(y),o.push(m)}return[i,o]}(n,f,c,l);return function(t,e,r){var n=1/0;To(r,e)&&(n=ul(r,e[0]));for(var i=0;i<e.length;i++)for(var a=e[i],o=t[i],s=0;s<a.length-1;s++){var l=a[s],u=a[s+1],c=o[s],f=[l,u,o[s+1],c,l];_o(r,f)&&(n=Math.min(n,ul(r,f)))}return n!==1/0&&n}(p[0],p[1],h)},e}(Ki);function ll(t,e){return t.x*e.x+t.y*e.y}function ul(t,e){if(1===t.length){for(var r,n=0,i=e[n++];!r||i.equals(r);)if(!(r=e[n++]))return 1/0;for(;n<e.length;n++){var a=e[n],o=t[0],s=r.sub(i),l=a.sub(i),u=o.sub(i),c=ll(s,s),f=ll(s,l),h=ll(l,l),p=ll(u,s),d=ll(u,l),v=c*h-f*f,g=(h*p-f*d)/v,y=(c*d-f*p)/v,m=1-g-y,x=i.z*m+r.z*g+a.z*y;if(isFinite(x))return x}return 1/0}for(var b=1/0,_=0,w=e;_<w.length;_+=1){var T=w[_];b=Math.min(b,T.z)}return b}var cl=ta([{name:\"a_pos_normal\",components:2,type:\"Int16\"},{name:\"a_data\",components:4,type:\"Uint8\"}],4).members,fl=ta([{name:\"a_uv_x\",components:1,type:\"Float32\"},{name:\"a_split_index\",components:1,type:\"Float32\"}]).members,hl=tl.VectorTileFeature.types,pl=Math.cos(Math.PI/180*37.5),dl=Math.pow(2,14)/.5,vl=function(t){var e=this;this.zoom=t.zoom,this.overscaling=t.overscaling,this.layers=t.layers,this.layerIds=this.layers.map((function(t){return t.id})),this.index=t.index,this.hasPattern=!1,this.patternFeatures=[],this.lineClipsArray=[],this.gradients={},this.layers.forEach((function(t){e.gradients[t.id]={}})),this.layoutVertexArray=new aa,this.layoutVertexArray2=new oa,this.indexArray=new va,this.programConfigurations=new co(t.layers,t.zoom),this.segments=new Da,this.maxLineLength=0,this.stateDependentLayerIds=this.layers.filter((function(t){return t.isStateDependent()})).map((function(t){return t.id}))};vl.prototype.populate=function(t,e,r){this.hasPattern=Ns(\"line\",this.layers,e);for(var n=this.layers[0].layout.get(\"line-sort-key\"),i=[],a=0,o=t;a<o.length;a+=1){var s=o[a],l=s.feature,u=s.id,c=s.index,f=s.sourceLayerIndex,h=this.layers[0]._featureFilter.needGeometry,p=mo(l,h);if(this.layers[0]._featureFilter.filter(new zi(this.zoom),p,r)){var d=n?n.evaluate(p,{},r):void 0,v={id:u,properties:l.properties,type:l.type,sourceLayerIndex:f,index:c,geometry:h?p.geometry:yo(l),patterns:{},sortKey:d};i.push(v)}}n&&i.sort((function(t,e){return t.sortKey-e.sortKey}));for(var g=0,y=i;g<y.length;g+=1){var m=y[g],x=m,b=x.geometry,_=x.index,w=x.sourceLayerIndex;if(this.hasPattern){var T=js(\"line\",this.layers,m,this.zoom,e);this.patternFeatures.push(T)}else this.addFeature(m,b,_,r,{});var k=t[_].feature;e.featureIndex.insert(k,b,_,w,this.index)}},vl.prototype.update=function(t,e,r){this.stateDependentLayers.length&&this.programConfigurations.updatePaintArrays(t,e,this.stateDependentLayers,r)},vl.prototype.addFeatures=function(t,e,r){for(var n=0,i=this.patternFeatures;n<i.length;n+=1){var a=i[n];this.addFeature(a,a.geometry,a.index,e,r)}},vl.prototype.isEmpty=function(){return 0===this.layoutVertexArray.length},vl.prototype.uploadPending=function(){return!this.uploaded||this.programConfigurations.needsUpload},vl.prototype.upload=function(t){this.uploaded||(0!==this.layoutVertexArray2.length&&(this.layoutVertexBuffer2=t.createVertexBuffer(this.layoutVertexArray2,fl)),this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,cl),this.indexBuffer=t.createIndexBuffer(this.indexArray)),this.programConfigurations.upload(t),this.uploaded=!0},vl.prototype.destroy=function(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.programConfigurations.destroy(),this.segments.destroy())},vl.prototype.lineFeatureClips=function(t){if(t.properties&&t.properties.hasOwnProperty(\"mapbox_clip_start\")&&t.properties.hasOwnProperty(\"mapbox_clip_end\"))return{start:+t.properties.mapbox_clip_start,end:+t.properties.mapbox_clip_end}},vl.prototype.addFeature=function(t,e,r,n,i){var a=this.layers[0].layout,o=a.get(\"line-join\").evaluate(t,{}),s=a.get(\"line-cap\"),l=a.get(\"line-miter-limit\"),u=a.get(\"line-round-limit\");this.lineClips=this.lineFeatureClips(t);for(var c=0,f=e;c<f.length;c+=1){var h=f[c];this.addLine(h,t,o,s,l,u)}this.programConfigurations.populatePaintArrays(this.layoutVertexArray.length,t,r,i,n)},vl.prototype.addLine=function(t,e,r,n,i,a){if(this.distance=0,this.scaledDistance=0,this.totalDistance=0,this.lineClips){this.lineClipsArray.push(this.lineClips);for(var o=0;o<t.length-1;o++)this.totalDistance+=t[o].dist(t[o+1]);this.updateScaledDistance(),this.maxLineLength=Math.max(this.maxLineLength,this.totalDistance)}for(var s=\"Polygon\"===hl[e.type],l=t.length;l>=2&&t[l-1].equals(t[l-2]);)l--;for(var u=0;u<l-1&&t[u].equals(t[u+1]);)u++;if(!(l<(s?3:2))){\"bevel\"===r&&(i=1.05);var c,f=this.overscaling<=16?15*po/(512*this.overscaling):0,h=this.segments.prepareSegment(10*l,this.layoutVertexArray,this.indexArray),p=void 0,d=void 0,v=void 0,g=void 0;this.e1=this.e2=-1,s&&(c=t[l-2],g=t[u].sub(c)._unit()._perp());for(var y=u;y<l;y++)if(!(d=y===l-1?s?t[u+1]:void 0:t[y+1])||!t[y].equals(d)){g&&(v=g),c&&(p=c),c=t[y],g=d?d.sub(c)._unit()._perp():v;var m=(v=v||g).add(g);0===m.x&&0===m.y||m._unit();var x=v.x*g.x+v.y*g.y,b=m.x*g.x+m.y*g.y,_=0!==b?1/b:1/0,w=2*Math.sqrt(2-2*b),T=b<pl&&p&&d,k=v.x*g.y-v.y*g.x>0;if(T&&y>u){var A=c.dist(p);if(A>2*f){var M=c.sub(c.sub(p)._mult(f/A)._round());this.updateDistance(p,M),this.addCurrentVertex(M,v,0,0,h),p=M}}var S=p&&d,E=S?r:s?\"butt\":n;if(S&&\"round\"===E&&(_<a?E=\"miter\":_<=2&&(E=\"fakeround\")),\"miter\"===E&&_>i&&(E=\"bevel\"),\"bevel\"===E&&(_>2&&(E=\"flipbevel\"),_<i&&(E=\"miter\")),p&&this.updateDistance(p,c),\"miter\"===E)m._mult(_),this.addCurrentVertex(c,m,0,0,h);else if(\"flipbevel\"===E){if(_>100)m=g.mult(-1);else{var L=_*v.add(g).mag()/v.sub(g).mag();m._perp()._mult(L*(k?-1:1))}this.addCurrentVertex(c,m,0,0,h),this.addCurrentVertex(c,m.mult(-1),0,0,h)}else if(\"bevel\"===E||\"fakeround\"===E){var C=-Math.sqrt(_*_-1),P=k?C:0,O=k?0:C;if(p&&this.addCurrentVertex(c,v,P,O,h),\"fakeround\"===E)for(var I=Math.round(180*w/Math.PI/20),z=1;z<I;z++){var D=z/I;if(.5!==D){var R=D-.5;D+=D*R*(D-1)*((1.0904+x*(x*(3.55645-1.43519*x)-3.2452))*R*R+(.848013+x*(.215638*x-1.06021)))}var F=g.sub(v)._mult(D)._add(v)._unit()._mult(k?-1:1);this.addHalfVertex(c,F.x,F.y,!1,k,0,h)}d&&this.addCurrentVertex(c,g,-P,-O,h)}else if(\"butt\"===E)this.addCurrentVertex(c,m,0,0,h);else if(\"square\"===E){var B=p?1:-1;this.addCurrentVertex(c,m,B,B,h)}else\"round\"===E&&(p&&(this.addCurrentVertex(c,v,0,0,h),this.addCurrentVertex(c,v,1,1,h,!0)),d&&(this.addCurrentVertex(c,g,-1,-1,h,!0),this.addCurrentVertex(c,g,0,0,h)));if(T&&y<l-1){var N=c.dist(d);if(N>2*f){var j=c.add(d.sub(c)._mult(f/N)._round());this.updateDistance(c,j),this.addCurrentVertex(j,g,0,0,h),c=j}}}}},vl.prototype.addCurrentVertex=function(t,e,r,n,i,a){void 0===a&&(a=!1);var 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e=Fl(this);for(t=t||[];this.pos<e;)t.push(this.readSFixed32());return t},readPackedFixed64:function(t){if(this.type!==Il.Bytes)return t.push(this.readFixed64());var e=Fl(this);for(t=t||[];this.pos<e;)t.push(this.readFixed64());return t},readPackedSFixed64:function(t){if(this.type!==Il.Bytes)return t.push(this.readSFixed64());var e=Fl(this);for(t=t||[];this.pos<e;)t.push(this.readSFixed64());return t},skip:function(t){var e=7&t;if(e===Il.Varint)for(;this.buf[this.pos++]>127;);else if(e===Il.Bytes)this.pos=this.readVarint()+this.pos;else if(e===Il.Fixed32)this.pos+=4;else{if(e!==Il.Fixed64)throw new Error(\"Unimplemented type: \"+e);this.pos+=8}},writeTag:function(t,e){this.writeVarint(t<<3|e)},realloc:function(t){for(var e=this.length||16;e<this.pos+t;)e*=2;if(e!==this.length){var r=new Uint8Array(e);r.set(this.buf),this.buf=r,this.length=e}},finish:function(){return this.length=this.pos,this.pos=0,this.buf.subarray(0,this.length)},writeFixed32:function(t){this.realloc(4),Kl(this.buf,t,this.pos),this.pos+=4},writeSFixed32:function(t){this.realloc(4),Kl(this.buf,t,this.pos),this.pos+=4},writeFixed64:function(t){this.realloc(8),Kl(this.buf,-1&t,this.pos),Kl(this.buf,Math.floor(t*Dl),this.pos+4),this.pos+=8},writeSFixed64:function(t){this.realloc(8),Kl(this.buf,-1&t,this.pos),Kl(this.buf,Math.floor(t*Dl),this.pos+4),this.pos+=8},writeVarint:function(t){(t=+t||0)>268435455||t<0?function(t,e){var r,n;if(t>=0?(r=t%4294967296|0,n=t/4294967296|0):(n=~(-t/4294967296),4294967295^(r=~(-t%4294967296))?r=r+1|0:(r=0,n=n+1|0)),t>=0x10000000000000000||t<-0x10000000000000000)throw new Error(\"Given varint doesn't fit into 10 bytes\");e.realloc(10),function(t,e,r){r.buf[r.pos++]=127&t|128,t>>>=7,r.buf[r.pos++]=127&t|128,t>>>=7,r.buf[r.pos++]=127&t|128,t>>>=7,r.buf[r.pos++]=127&t|128,t>>>=7,r.buf[r.pos]=127&t}(r,0,e),function(t,e){var r=(7&t)<<4;e.buf[e.pos++]|=r|((t>>>=3)?128:0),t&&(e.buf[e.pos++]=127&t|((t>>>=7)?128:0),t&&(e.buf[e.pos++]=127&t|((t>>>=7)?128:0),t&&(e.buf[e.pos++]=127&t|((t>>>=7)?128:0),t&&(e.buf[e.pos++]=127&t|((t>>>=7)?128:0),t&&(e.buf[e.pos++]=127&t)))))}(n,e)}(t,this):(this.realloc(4),this.buf[this.pos++]=127&t|(t>127?128:0),t<=127||(this.buf[this.pos++]=127&(t>>>=7)|(t>127?128:0),t<=127||(this.buf[this.pos++]=127&(t>>>=7)|(t>127?128:0),t<=127||(this.buf[this.pos++]=t>>>7&127))))},writeSVarint:function(t){this.writeVarint(t<0?2*-t-1:2*t)},writeBoolean:function(t){this.writeVarint(Boolean(t))},writeString:function(t){t=String(t),this.realloc(4*t.length),this.pos++;var e=this.pos;this.pos=function(t,e,r){for(var n,i,a=0;a<e.length;a++){if((n=e.charCodeAt(a))>55295&&n<57344){if(!i){n>56319||a+1===e.length?(t[r++]=239,t[r++]=191,t[r++]=189):i=n;continue}if(n<56320){t[r++]=239,t[r++]=191,t[r++]=189,i=n;continue}n=i-55296<<10|n-56320|65536,i=null}else i&&(t[r++]=239,t[r++]=191,t[r++]=189,i=null);n<128?t[r++]=n:(n<2048?t[r++]=n>>6|192:(n<65536?t[r++]=n>>12|224:(t[r++]=n>>18|240,t[r++]=n>>12&63|128),t[r++]=n>>6&63|128),t[r++]=63&n|128)}return r}(this.buf,t,this.pos);var r=this.pos-e;r>=128&&Nl(e,r,this),this.pos=e-1,this.writeVarint(r),this.pos+=r},writeFloat:function(t){this.realloc(4),Pl(this.buf,t,this.pos,!0,23,4),this.pos+=4},writeDouble:function(t){this.realloc(8),Pl(this.buf,t,this.pos,!0,52,8),this.pos+=8},writeBytes:function(t){var e=t.length;this.writeVarint(e),this.realloc(e);for(var r=0;r<e;r++)this.buf[this.pos++]=t[r]},writeRawMessage:function(t,e){this.pos++;var r=this.pos;t(e,this);var n=this.pos-r;n>=128&&Nl(r,n,this),this.pos=r-1,this.writeVarint(n),this.pos+=n},writeMessage:function(t,e,r){this.writeTag(t,Il.Bytes),this.writeRawMessage(e,r)},writePackedVarint:function(t,e){e.length&&this.writeMessage(t,jl,e)},writePackedSVarint:function(t,e){e.length&&this.writeMessage(t,Ul,e)},writePackedBoolean:function(t,e){e.length&&this.writeMessage(t,Hl,e)},writePackedFloat:function(t,e){e.length&&this.writeMessage(t,Vl,e)},writePackedDouble:function(t,e){e.length&&this.writeMessage(t,ql,e)},writePackedFixed32:function(t,e){e.length&&this.writeMessage(t,Gl,e)},writePackedSFixed32:function(t,e){e.length&&this.writeMessage(t,Wl,e)},writePackedFixed64:function(t,e){e.length&&this.writeMessage(t,Yl,e)},writePackedSFixed64:function(t,e){e.length&&this.writeMessage(t,Xl,e)},writeBytesField:function(t,e){this.writeTag(t,Il.Bytes),this.writeBytes(e)},writeFixed32Field:function(t,e){this.writeTag(t,Il.Fixed32),this.writeFixed32(e)},writeSFixed32Field:function(t,e){this.writeTag(t,Il.Fixed32),this.writeSFixed32(e)},writeFixed64Field:function(t,e){this.writeTag(t,Il.Fixed64),this.writeFixed64(e)},writeSFixed64Field:function(t,e){this.writeTag(t,Il.Fixed64),this.writeSFixed64(e)},writeVarintField:function(t,e){this.writeTag(t,Il.Varint),this.writeVarint(e)},writeSVarintField:function(t,e){this.writeTag(t,Il.Varint),this.writeSVarint(e)},writeStringField:function(t,e){this.writeTag(t,Il.Bytes),this.writeString(e)},writeFloatField:function(t,e){this.writeTag(t,Il.Fixed32),this.writeFloat(e)},writeDoubleField:function(t,e){this.writeTag(t,Il.Fixed64),this.writeDouble(e)},writeBooleanField:function(t,e){this.writeVarintField(t,Boolean(e))}};var $l=3;function Ql(t,e,r){1===t&&r.readMessage(tu,e)}function tu(t,e,r){if(3===t){var n=r.readMessage(eu,{}),i=n.id,a=n.bitmap,o=n.width,s=n.height,l=n.left,u=n.top,c=n.advance;e.push({id:i,bitmap:new Jo({width:o+2*$l,height:s+2*$l},a),metrics:{width:o,height:s,left:l,top:u,advance:c}})}}function eu(t,e,r){1===t?e.id=r.readVarint():2===t?e.bitmap=r.readBytes():3===t?e.width=r.readVarint():4===t?e.height=r.readVarint():5===t?e.left=r.readSVarint():6===t?e.top=r.readSVarint():7===t&&(e.advance=r.readVarint())}var ru=$l;function nu(t){for(var e=0,r=0,n=0,i=t;n<i.length;n+=1){var a=i[n];e+=a.w*a.h,r=Math.max(r,a.w)}t.sort((function(t,e){return e.h-t.h}));for(var o=[{x:0,y:0,w:Math.max(Math.ceil(Math.sqrt(e/.95)),r),h:1/0}],s=0,l=0,u=0,c=t;u<c.length;u+=1)for(var f=c[u],h=o.length-1;h>=0;h--){var p=o[h];if(!(f.w>p.w||f.h>p.h)){if(f.x=p.x,f.y=p.y,l=Math.max(l,f.y+f.h),s=Math.max(s,f.x+f.w),f.w===p.w&&f.h===p.h){var d=o.pop();h<o.length&&(o[h]=d)}else f.h===p.h?(p.x+=f.w,p.w-=f.w):f.w===p.w?(p.y+=f.h,p.h-=f.h):(o.push({x:p.x+f.w,y:p.y,w:p.w-f.w,h:f.h}),p.y+=f.h,p.h-=f.h);break}}return{w:s,h:l,fill:e/(s*l)||0}}var iu=1,au=function(t,e){var r=e.pixelRatio,n=e.version,i=e.stretchX,a=e.stretchY,o=e.content;this.paddedRect=t,this.pixelRatio=r,this.stretchX=i,this.stretchY=a,this.content=o,this.version=n},ou={tl:{configurable:!0},br:{configurable:!0},tlbr:{configurable:!0},displaySize:{configurable:!0}};ou.tl.get=function(){return[this.paddedRect.x+iu,this.paddedRect.y+iu]},ou.br.get=function(){return[this.paddedRect.x+this.paddedRect.w-iu,this.paddedRect.y+this.paddedRect.h-iu]},ou.tlbr.get=function(){return this.tl.concat(this.br)},ou.displaySize.get=function(){return[(this.paddedRect.w-2*iu)/this.pixelRatio,(this.paddedRect.h-2*iu)/this.pixelRatio]},Object.defineProperties(au.prototype,ou);var su=function(t,e){var r={},n={};this.haveRenderCallbacks=[];var i=[];this.addImages(t,r,i),this.addImages(e,n,i);var a=nu(i),o=a.w,s=a.h,l=new $o({width:o||1,height:s||1});for(var u in t){var c=t[u],f=r[u].paddedRect;$o.copy(c.data,l,{x:0,y:0},{x:f.x+iu,y:f.y+iu},c.data)}for(var h in e){var p=e[h],d=n[h].paddedRect,v=d.x+iu,g=d.y+iu,y=p.data.width,m=p.data.height;$o.copy(p.data,l,{x:0,y:0},{x:v,y:g},p.data),$o.copy(p.data,l,{x:0,y:m-1},{x:v,y:g-1},{width:y,height:1}),$o.copy(p.data,l,{x:0,y:0},{x:v,y:g+m},{width:y,height:1}),$o.copy(p.data,l,{x:y-1,y:0},{x:v-1,y:g},{width:1,height:m}),$o.copy(p.data,l,{x:0,y:0},{x:v+y,y:g},{width:1,height:m})}this.image=l,this.iconPositions=r,this.patternPositions=n};su.prototype.addImages=function(t,e,r){for(var n in t){var i=t[n],a={x:0,y:0,w:i.data.width+2*iu,h:i.data.height+2*iu};r.push(a),e[n]=new au(a,i),i.hasRenderCallback&&this.haveRenderCallbacks.push(n)}},su.prototype.patchUpdatedImages=function(t,e){for(var r in t.dispatchRenderCallbacks(this.haveRenderCallbacks),t.updatedImages)this.patchUpdatedImage(this.iconPositions[r],t.getImage(r),e),this.patchUpdatedImage(this.patternPositions[r],t.getImage(r),e)},su.prototype.patchUpdatedImage=function(t,e,r){if(t&&e&&t.version!==e.version){t.version=e.version;var n=t.tl,i=n[0],a=n[1];r.update(e.data,void 0,{x:i,y:a})}},oi(\"ImagePosition\",au),oi(\"ImageAtlas\",su);var lu={horizontal:1,vertical:2,horizontalOnly:3},uu=-17;var cu=function(){this.scale=1,this.fontStack=\"\",this.imageName=null};cu.forText=function(t,e){var r=new cu;return r.scale=t||1,r.fontStack=e,r},cu.forImage=function(t){var e=new cu;return e.imageName=t,e};var fu=function(){this.text=\"\",this.sectionIndex=[],this.sections=[],this.imageSectionID=null};function hu(t,e,r,n,i,a,o,s,l,u,c,f,h,p,d,v){var g,y=fu.fromFeature(t,i);f===lu.vertical&&y.verticalizePunctuation();var m=Ii.processBidirectionalText,x=Ii.processStyledBidirectionalText;if(m&&1===y.sections.length){g=[];for(var b=0,_=m(y.toString(),bu(y,u,a,e,n,p,d));b<_.length;b+=1){var w=_[b],T=new fu;T.text=w,T.sections=y.sections;for(var k=0;k<w.length;k++)T.sectionIndex.push(0);g.push(T)}}else if(x){g=[];for(var A=0,M=x(y.text,y.sectionIndex,bu(y,u,a,e,n,p,d));A<M.length;A+=1){var S=M[A],E=new fu;E.text=S[0],E.sectionIndex=S[1],E.sections=y.sections,g.push(E)}}else g=function(t,e){for(var r=[],n=t.text,i=0,a=0,o=e;a<o.length;a+=1){var s=o[a];r.push(t.substring(i,s)),i=s}return i<n.length&&r.push(t.substring(i,n.length)),r}(y,bu(y,u,a,e,n,p,d));var L=[],C={positionedLines:L,text:y.toString(),top:c[1],bottom:c[1],left:c[0],right:c[0],writingMode:f,iconsInText:!1,verticalizable:!1};return function(t,e,r,n,i,a,o,s,l,u,c,f){for(var h=0,p=uu,d=0,v=0,g=\"right\"===s?1:\"left\"===s?0:.5,y=0,m=0,x=i;m<x.length;m+=1){var b=x[m];b.trim();var _=b.getMaxScale(),w=(_-1)*Ll,T={positionedGlyphs:[],lineOffset:0};t.positionedLines[y]=T;var k=T.positionedGlyphs,A=0;if(b.length()){for(var M=0;M<b.length();M++){var S=b.getSection(M),E=b.getSectionIndex(M),L=b.getCharCode(M),C=0,P=null,O=null,I=null,z=Ll,D=!(l===lu.horizontal||!c&&!vi(L)||c&&(pu[L]||yi(L)));if(S.imageName){var R=n[S.imageName];if(!R)continue;I=S.imageName,t.iconsInText=t.iconsInText||!0,O=R.paddedRect;var F=R.displaySize;S.scale=S.scale*Ll/f,P={width:F[0],height:F[1],left:iu,top:-ru,advance:D?F[1]:F[0]},C=w+(Ll-F[1]*S.scale),z=P.advance;var B=D?F[0]*S.scale-Ll*_:F[1]*S.scale-Ll*_;B>0&&B>A&&(A=B)}else{var N=r[S.fontStack],j=N&&N[L];if(j&&j.rect)O=j.rect,P=j.metrics;else{var U=e[S.fontStack],V=U&&U[L];if(!V)continue;P=V.metrics}C=(_-S.scale)*Ll}D?(t.verticalizable=!0,k.push({glyph:L,imageName:I,x:h,y:p+C,vertical:D,scale:S.scale,fontStack:S.fontStack,sectionIndex:E,metrics:P,rect:O}),h+=z*S.scale+u):(k.push({glyph:L,imageName:I,x:h,y:p+C,vertical:D,scale:S.scale,fontStack:S.fontStack,sectionIndex:E,metrics:P,rect:O}),h+=P.advance*S.scale+u)}if(0!==k.length){var q=h-u;d=Math.max(q,d),wu(k,0,k.length-1,g,A)}h=0;var H=a*_+A;T.lineOffset=Math.max(A,w),p+=H,v=Math.max(H,v),++y}else p+=a,++y}var G=p-uu,W=_u(o),Y=W.horizontalAlign,X=W.verticalAlign;(function(t,e,r,n,i,a,o,s,l){var u=(e-r)*i,c=0;c=a!==o?-s*n-uu:(-n*l+.5)*o;for(var f=0,h=t;f<h.length;f+=1)for(var p=0,d=h[f].positionedGlyphs;p<d.length;p+=1){var v=d[p];v.x+=u,v.y+=c}})(t.positionedLines,g,Y,X,d,v,a,G,i.length),t.top+=-X*G,t.bottom=t.top+G,t.left+=-Y*d,t.right=t.left+d}(C,e,r,n,g,o,s,l,f,u,h,v),!function(t){for(var e=0,r=t;e<r.length;e+=1)if(0!==r[e].positionedGlyphs.length)return!1;return!0}(L)&&C}fu.fromFeature=function(t,e){for(var r=new fu,n=0;n<t.sections.length;n++){var i=t.sections[n];i.image?r.addImageSection(i):r.addTextSection(i,e)}return r},fu.prototype.length=function(){return this.text.length},fu.prototype.getSection=function(t){return this.sections[this.sectionIndex[t]]},fu.prototype.getSectionIndex=function(t){return this.sectionIndex[t]},fu.prototype.getCharCode=function(t){return this.text.charCodeAt(t)},fu.prototype.verticalizePunctuation=function(){this.text=function(t){for(var e=\"\",r=0;r<t.length;r++){var n=t.charCodeAt(r+1)||null,i=t.charCodeAt(r-1)||null;n&&gi(n)&&!El[t[r+1]]||i&&gi(i)&&!El[t[r-1]]||!El[t[r]]?e+=t[r]:e+=El[t[r]]}return e}(this.text)},fu.prototype.trim=function(){for(var t=0,e=0;e<this.text.length&&pu[this.text.charCodeAt(e)];e++)t++;for(var r=this.text.length,n=this.text.length-1;n>=0&&n>=t&&pu[this.text.charCodeAt(n)];n--)r--;this.text=this.text.substring(t,r),this.sectionIndex=this.sectionIndex.slice(t,r)},fu.prototype.substring=function(t,e){var r=new fu;return r.text=this.text.substring(t,e),r.sectionIndex=this.sectionIndex.slice(t,e),r.sections=this.sections,r},fu.prototype.toString=function(){return this.text},fu.prototype.getMaxScale=function(){var t=this;return this.sectionIndex.reduce((function(e,r){return 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wu(t,e,r,n,i){if(n||i)for(var a=t[r],o=a.metrics.advance*a.scale,s=(t[r].x+o)*n,l=e;l<=r;l++)t[l].x-=s,t[l].y+=i}function Tu(t,e,r,n,i,a){var o,s=t.image;if(s.content){var l=s.content,u=s.pixelRatio||1;o=[l[0]/u,l[1]/u,s.displaySize[0]-l[2]/u,s.displaySize[1]-l[3]/u]}var c,f,h,p,d=e.left*a,v=e.right*a;\"width\"===r||\"both\"===r?(p=i[0]+d-n[3],f=i[0]+v+n[1]):f=(p=i[0]+(d+v-s.displaySize[0])/2)+s.displaySize[0];var g=e.top*a,y=e.bottom*a;return\"height\"===r||\"both\"===r?(c=i[1]+g-n[0],h=i[1]+y+n[2]):h=(c=i[1]+(g+y-s.displaySize[1])/2)+s.displaySize[1],{image:s,top:c,right:f,bottom:h,left:p,collisionPadding:o}}du[10]=!0,du[32]=!0,du[38]=!0,du[40]=!0,du[41]=!0,du[43]=!0,du[45]=!0,du[47]=!0,du[173]=!0,du[183]=!0,du[8203]=!0,du[8208]=!0,du[8211]=!0,du[8231]=!0;var ku=function(t){function e(e,r,n,i){t.call(this,e,r),this.angle=n,void 0!==i&&(this.segment=i)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.clone=function(){return new 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i=t.interpolationType,a=t.minZoom,o=t.maxZoom,s=i?f(wr.interpolationFactor(i,e,a,o),0,1):0;\"camera\"===t.kind?n=er(t.minSize,t.maxSize,s):r=s}return{uSizeT:r,uSize:n}}var Lu=Object.freeze({__proto__:null,getSizeData:Mu,evaluateSizeForFeature:Su,evaluateSizeForZoom:Eu,SIZE_PACK_FACTOR:Au});function Cu(t,e,r,n,i){if(void 0===e.segment)return!0;for(var a=e,o=e.segment+1,s=0;s>-r/2;){if(--o<0)return!1;s-=t[o].dist(a),a=t[o]}s+=t[o].dist(t[o+1]),o++;for(var l=[],u=0;s<r/2;){var c=t[o-1],f=t[o],h=t[o+1];if(!h)return!1;var p=c.angleTo(f)-f.angleTo(h);for(p=Math.abs((p+3*Math.PI)%(2*Math.PI)-Math.PI),l.push({distance:s,angleDelta:p}),u+=p;s-l[0].distance>n;)u-=l.shift().angleDelta;if(u>i)return!1;o++,s+=f.dist(h)}return!0}function Pu(t){for(var e=0,r=0;r<t.length-1;r++)e+=t[r].dist(t[r+1]);return e}function Ou(t,e,r){return t?.6*e*r:0}function Iu(t,e){return Math.max(t?t.right-t.left:0,e?e.right-e.left:0)}function zu(t,e,r,n,i,a){for(var 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a(0,0);c.push({tl:z,tr:D,bl:R,br:F,tex:y,writingMode:e.writingMode,glyphOffset:S,sectionIndex:g.sectionIndex,isSDF:x,pixelOffsetTL:Y,pixelOffsetBR:X,minFontScaleX:0,minFontScaleY:0})}}return c}(0,r,l,i,o,s,n,t.allowVerticalPlacement),y=t.textSizeData,m=null;\"source\"===y.kind?(m=[Au*i.layout.get(\"text-size\").evaluate(s,{})])[0]>ec&&k(t.layerIds[0]+': Value for \"text-size\" is >= '+tc+'. Reduce your \"text-size\".'):\"composite\"===y.kind&&((m=[Au*d.compositeTextSizes[0].evaluate(s,{},v),Au*d.compositeTextSizes[1].evaluate(s,{},v)])[0]>ec||m[1]>ec)&&k(t.layerIds[0]+': Value for \"text-size\" is >= '+tc+'. Reduce your \"text-size\".'),t.addSymbols(t.text,g,m,l,o,s,c,e,u.lineStartIndex,u.lineLength,p,v);for(var x=0,b=f;x<b.length;x+=1)h[b[x]]=t.text.placedSymbolArray.length-1;return 4*g.length}function nc(t){for(var e in t)return t[e];return null}function ic(t,e,r,n){var i=t.compareText;if(e in i){for(var a=i[e],o=a.length-1;o>=0;o--)if(n.dist(a[o])<r)return!0}else i[e]=[];return i[e].push(n),!1}var ac=tl.VectorTileFeature.types,oc=[{name:\"a_fade_opacity\",components:1,type:\"Uint8\",offset:0}];function sc(t,e,r,n,i,a,o,s,l,u,c,f,h){var p=s?Math.min(ec,Math.round(s[0])):0,d=s?Math.min(ec,Math.round(s[1])):0;t.emplaceBack(e,r,Math.round(32*n),Math.round(32*i),a,o,(p<<1)+(l?1:0),d,16*u,16*c,256*f,256*h)}function lc(t,e,r){t.emplaceBack(e.x,e.y,r),t.emplaceBack(e.x,e.y,r),t.emplaceBack(e.x,e.y,r),t.emplaceBack(e.x,e.y,r)}function uc(t){for(var e=0,r=t.sections;e<r.length;e+=1)if(bi(r[e].text))return!0;return!1}var cc=function(t){this.layoutVertexArray=new la,this.indexArray=new va,this.programConfigurations=t,this.segments=new Da,this.dynamicLayoutVertexArray=new ua,this.opacityVertexArray=new ca,this.placedSymbolArray=new Sa};cc.prototype.isEmpty=function(){return 0===this.layoutVertexArray.length&&0===this.indexArray.length&&0===this.dynamicLayoutVertexArray.length&&0===this.opacityVertexArray.length},cc.prototype.upload=function(t,e,r,n){this.isEmpty()||(r&&(this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,wl.members),this.indexBuffer=t.createIndexBuffer(this.indexArray,e),this.dynamicLayoutVertexBuffer=t.createVertexBuffer(this.dynamicLayoutVertexArray,Tl.members,!0),this.opacityVertexBuffer=t.createVertexBuffer(this.opacityVertexArray,oc,!0),this.opacityVertexBuffer.itemSize=1),(r||n)&&this.programConfigurations.upload(t))},cc.prototype.destroy=function(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.programConfigurations.destroy(),this.segments.destroy(),this.dynamicLayoutVertexBuffer.destroy(),this.opacityVertexBuffer.destroy())},oi(\"SymbolBuffers\",cc);var fc=function(t,e,r){this.layoutVertexArray=new t,this.layoutAttributes=e,this.indexArray=new r,this.segments=new Da,this.collisionVertexArray=new da};fc.prototype.upload=function(t){this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,this.layoutAttributes),this.indexBuffer=t.createIndexBuffer(this.indexArray),this.collisionVertexBuffer=t.createVertexBuffer(this.collisionVertexArray,kl.members,!0)},fc.prototype.destroy=function(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.segments.destroy(),this.collisionVertexBuffer.destroy())},oi(\"CollisionBuffers\",fc);var hc=function(t){this.collisionBoxArray=t.collisionBoxArray,this.zoom=t.zoom,this.overscaling=t.overscaling,this.layers=t.layers,this.layerIds=this.layers.map((function(t){return t.id})),this.index=t.index,this.pixelRatio=t.pixelRatio,this.sourceLayerIndex=t.sourceLayerIndex,this.hasPattern=!1,this.hasRTLText=!1,this.sortKeyRanges=[],this.collisionCircleArray=[],this.placementInvProjMatrix=Bo([]),this.placementViewportMatrix=Bo([]);var e=this.layers[0]._unevaluatedLayout._values;this.textSizeData=Mu(this.zoom,e[\"text-size\"]),this.iconSizeData=Mu(this.zoom,e[\"icon-size\"]);var r=this.layers[0].layout,n=r.get(\"symbol-sort-key\"),i=r.get(\"symbol-z-order\");this.canOverlap=r.get(\"text-allow-overlap\")||r.get(\"icon-allow-overlap\")||r.get(\"text-ignore-placement\")||r.get(\"icon-ignore-placement\"),this.sortFeaturesByKey=\"viewport-y\"!==i&&void 0!==n.constantOr(1);var a=\"viewport-y\"===i||\"auto\"===i&&!this.sortFeaturesByKey;this.sortFeaturesByY=a&&this.canOverlap,\"point\"===r.get(\"symbol-placement\")&&(this.writingModes=r.get(\"text-writing-mode\").map((function(t){return lu[t]}))),this.stateDependentLayerIds=this.layers.filter((function(t){return t.isStateDependent()})).map((function(t){return t.id})),this.sourceID=t.sourceID};hc.prototype.createArrays=function(){this.text=new cc(new co(this.layers,this.zoom,(function(t){return/^text/.test(t)}))),this.icon=new cc(new co(this.layers,this.zoom,(function(t){return/^icon/.test(t)}))),this.glyphOffsetArray=new Ca,this.lineVertexArray=new Pa,this.symbolInstances=new La},hc.prototype.calculateGlyphDependencies=function(t,e,r,n,i){for(var a=0;a<t.length;a++)if(e[t.charCodeAt(a)]=!0,(r||n)&&i){var o=El[t.charAt(a)];o&&(e[o.charCodeAt(0)]=!0)}},hc.prototype.populate=function(t,e,r){var n=this.layers[0],i=n.layout,a=i.get(\"text-font\"),o=i.get(\"text-field\"),s=i.get(\"icon-image\"),l=(\"constant\"!==o.value.kind||o.value.value instanceof he&&!o.value.value.isEmpty()||o.value.value.toString().length>0)&&(\"constant\"!==a.value.kind||a.value.value.length>0),u=\"constant\"!==s.value.kind||!!s.value.value||Object.keys(s.parameters).length>0,c=i.get(\"symbol-sort-key\");if(this.features=[],l||u){for(var f=e.iconDependencies,h=e.glyphDependencies,p=e.availableImages,d=new zi(this.zoom),v=0,g=t;v<g.length;v+=1){var y=g[v],m=y.feature,x=y.id,b=y.index,_=y.sourceLayerIndex,w=n._featureFilter.needGeometry,T=mo(m,w);if(n._featureFilter.filter(d,T,r)){w||(T.geometry=yo(m));var k=void 0;if(l){var A=n.getValueAndResolveTokens(\"text-field\",T,r,p),M=he.factory(A);uc(M)&&(this.hasRTLText=!0),(!this.hasRTLText||\"unavailable\"===Pi()||this.hasRTLText&&Ii.isParsed())&&(k=Sl(M,n,T))}var S=void 0;if(u){var E=n.getValueAndResolveTokens(\"icon-image\",T,r,p);S=E instanceof pe?E:pe.fromString(E)}if(k||S){var L=this.sortFeaturesByKey?c.evaluate(T,{},r):void 0,C={id:x,text:k,icon:S,index:b,sourceLayerIndex:_,geometry:T.geometry,properties:m.properties,type:ac[m.type],sortKey:L};if(this.features.push(C),S&&(f[S.name]=!0),k){var P=a.evaluate(T,{},r).join(\",\"),O=\"map\"===i.get(\"text-rotation-alignment\")&&\"point\"!==i.get(\"symbol-placement\");this.allowVerticalPlacement=this.writingModes&&this.writingModes.indexOf(lu.vertical)>=0;for(var I=0,z=k.sections;I<z.length;I+=1){var D=z[I];if(D.image)f[D.image.name]=!0;else{var R=di(k.toString()),F=D.fontStack||P,B=h[F]=h[F]||{};this.calculateGlyphDependencies(D.text,B,O,this.allowVerticalPlacement,R)}}}}}}\"line\"===i.get(\"symbol-placement\")&&(this.features=function(t){var e={},r={},n=[],i=0;function a(e){n.push(t[e]),i++}function o(t,e,i){var a=r[t];return delete r[t],r[e]=a,n[a].geometry[0].pop(),n[a].geometry[0]=n[a].geometry[0].concat(i[0]),a}function s(t,r,i){var a=e[r];return delete e[r],e[t]=a,n[a].geometry[0].shift(),n[a].geometry[0]=i[0].concat(n[a].geometry[0]),a}function l(t,e,r){var n=r?e[0][e[0].length-1]:e[0][0];return t+\":\"+n.x+\":\"+n.y}for(var u=0;u<t.length;u++){var c=t[u],f=c.geometry,h=c.text?c.text.toString():null;if(h){var p=l(h,f),d=l(h,f,!0);if(p in r&&d in e&&r[p]!==e[d]){var v=s(p,d,f),g=o(p,d,n[v].geometry);delete e[p],delete r[d],r[l(h,n[g].geometry,!0)]=g,n[v].geometry=null}else p in r?o(p,d,f):d in e?s(p,d,f):(a(u),e[p]=i-1,r[d]=i-1)}else a(u)}return n.filter((function(t){return t.geometry}))}(this.features)),this.sortFeaturesByKey&&this.features.sort((function(t,e){return t.sortKey-e.sortKey}))}},hc.prototype.update=function(t,e,r){this.stateDependentLayers.length&&(this.text.programConfigurations.updatePaintArrays(t,e,this.layers,r),this.icon.programConfigurations.updatePaintArrays(t,e,this.layers,r))},hc.prototype.isEmpty=function(){return 0===this.symbolInstances.length&&!this.hasRTLText},hc.prototype.uploadPending=function(){return!this.uploaded||this.text.programConfigurations.needsUpload||this.icon.programConfigurations.needsUpload},hc.prototype.upload=function(t){!this.uploaded&&this.hasDebugData()&&(this.textCollisionBox.upload(t),this.iconCollisionBox.upload(t)),this.text.upload(t,this.sortFeaturesByY,!this.uploaded,this.text.programConfigurations.needsUpload),this.icon.upload(t,this.sortFeaturesByY,!this.uploaded,this.icon.programConfigurations.needsUpload),this.uploaded=!0},hc.prototype.destroyDebugData=function(){this.textCollisionBox.destroy(),this.iconCollisionBox.destroy()},hc.prototype.destroy=function(){this.text.destroy(),this.icon.destroy(),this.hasDebugData()&&this.destroyDebugData()},hc.prototype.addToLineVertexArray=function(t,e){var r=this.lineVertexArray.length;if(void 0!==t.segment){for(var n=t.dist(e[t.segment+1]),i=t.dist(e[t.segment]),a={},o=t.segment+1;o<e.length;o++)a[o]={x:e[o].x,y:e[o].y,tileUnitDistanceFromAnchor:n},o<e.length-1&&(n+=e[o+1].dist(e[o]));for(var s=t.segment||0;s>=0;s--)a[s]={x:e[s].x,y:e[s].y,tileUnitDistanceFromAnchor:i},s>0&&(i+=e[s-1].dist(e[s]));for(var l=0;l<e.length;l++){var u=a[l];this.lineVertexArray.emplaceBack(u.x,u.y,u.tileUnitDistanceFromAnchor)}}return{lineStartIndex:r,lineLength:this.lineVertexArray.length-r}},hc.prototype.addSymbols=function(t,e,r,n,i,a,o,s,l,u,c,f){for(var h=t.indexArray,p=t.layoutVertexArray,d=t.segments.prepareSegment(4*e.length,p,h,this.canOverlap?a.sortKey:void 0),v=this.glyphOffsetArray.length,g=d.vertexLength,y=this.allowVerticalPlacement&&o===lu.vertical?Math.PI/2:0,m=a.text&&a.text.sections,x=0;x<e.length;x++){var b=e[x],_=b.tl,w=b.tr,T=b.bl,k=b.br,A=b.tex,M=b.pixelOffsetTL,S=b.pixelOffsetBR,E=b.minFontScaleX,L=b.minFontScaleY,C=b.glyphOffset,P=b.isSDF,O=b.sectionIndex,I=d.vertexLength,z=C[1];sc(p,s.x,s.y,_.x,z+_.y,A.x,A.y,r,P,M.x,M.y,E,L),sc(p,s.x,s.y,w.x,z+w.y,A.x+A.w,A.y,r,P,S.x,M.y,E,L),sc(p,s.x,s.y,T.x,z+T.y,A.x,A.y+A.h,r,P,M.x,S.y,E,L),sc(p,s.x,s.y,k.x,z+k.y,A.x+A.w,A.y+A.h,r,P,S.x,S.y,E,L),lc(t.dynamicLayoutVertexArray,s,y),h.emplaceBack(I,I+1,I+2),h.emplaceBack(I+1,I+2,I+3),d.vertexLength+=4,d.primitiveLength+=2,this.glyphOffsetArray.emplaceBack(C[0]),x!==e.length-1&&O===e[x+1].sectionIndex||t.programConfigurations.populatePaintArrays(p.length,a,a.index,{},f,m&&m[O])}t.placedSymbolArray.emplaceBack(s.x,s.y,v,this.glyphOffsetArray.length-v,g,l,u,s.segment,r?r[0]:0,r?r[1]:0,n[0],n[1],o,0,!1,0,c)},hc.prototype._addCollisionDebugVertex=function(t,e,r,n,i,a){return e.emplaceBack(0,0),t.emplaceBack(r.x,r.y,n,i,Math.round(a.x),Math.round(a.y))},hc.prototype.addCollisionDebugVertices=function(t,e,r,n,i,o,s){var l=i.segments.prepareSegment(4,i.layoutVertexArray,i.indexArray),u=l.vertexLength,c=i.layoutVertexArray,f=i.collisionVertexArray,h=s.anchorX,p=s.anchorY;this._addCollisionDebugVertex(c,f,o,h,p,new a(t,e)),this._addCollisionDebugVertex(c,f,o,h,p,new a(r,e)),this._addCollisionDebugVertex(c,f,o,h,p,new a(r,n)),this._addCollisionDebugVertex(c,f,o,h,p,new a(t,n)),l.vertexLength+=4;var d=i.indexArray;d.emplaceBack(u,u+1),d.emplaceBack(u+1,u+2),d.emplaceBack(u+2,u+3),d.emplaceBack(u+3,u),l.primitiveLength+=4},hc.prototype.addDebugCollisionBoxes=function(t,e,r,n){for(var i=t;i<e;i++){var a=this.collisionBoxArray.get(i),o=a.x1,s=a.y1,l=a.x2,u=a.y2;this.addCollisionDebugVertices(o,s,l,u,n?this.textCollisionBox:this.iconCollisionBox,a.anchorPoint,r)}},hc.prototype.generateCollisionDebugBuffers=function(){this.hasDebugData()&&this.destroyDebugData(),this.textCollisionBox=new fc(ha,Al.members,_a),this.iconCollisionBox=new fc(ha,Al.members,_a);for(var t=0;t<this.symbolInstances.length;t++){var e=this.symbolInstances.get(t);this.addDebugCollisionBoxes(e.textBoxStartIndex,e.textBoxEndIndex,e,!0),this.addDebugCollisionBoxes(e.verticalTextBoxStartIndex,e.verticalTextBoxEndIndex,e,!0),this.addDebugCollisionBoxes(e.iconBoxStartIndex,e.iconBoxEndIndex,e,!1),this.addDebugCollisionBoxes(e.verticalIconBoxStartIndex,e.verticalIconBoxEndIndex,e,!1)}},hc.prototype._deserializeCollisionBoxesForSymbol=function(t,e,r,n,i,a,o,s,l){for(var u={},c=e;c<r;c++){var f=t.get(c);u.textBox={x1:f.x1,y1:f.y1,x2:f.x2,y2:f.y2,anchorPointX:f.anchorPointX,anchorPointY:f.anchorPointY},u.textFeatureIndex=f.featureIndex;break}for(var h=n;h<i;h++){var p=t.get(h);u.verticalTextBox={x1:p.x1,y1:p.y1,x2:p.x2,y2:p.y2,anchorPointX:p.anchorPointX,anchorPointY:p.anchorPointY},u.verticalTextFeatureIndex=p.featureIndex;break}for(var d=a;d<o;d++){var v=t.get(d);u.iconBox={x1:v.x1,y1:v.y1,x2:v.x2,y2:v.y2,anchorPointX:v.anchorPointX,anchorPointY:v.anchorPointY},u.iconFeatureIndex=v.featureIndex;break}for(var g=s;g<l;g++){var y=t.get(g);u.verticalIconBox={x1:y.x1,y1:y.y1,x2:y.x2,y2:y.y2,anchorPointX:y.anchorPointX,anchorPointY:y.anchorPointY},u.verticalIconFeatureIndex=y.featureIndex;break}return u},hc.prototype.deserializeCollisionBoxes=function(t){this.collisionArrays=[];for(var e=0;e<this.symbolInstances.length;e++){var r=this.symbolInstances.get(e);this.collisionArrays.push(this._deserializeCollisionBoxesForSymbol(t,r.textBoxStartIndex,r.textBoxEndIndex,r.verticalTextBoxStartIndex,r.verticalTextBoxEndIndex,r.iconBoxStartIndex,r.iconBoxEndIndex,r.verticalIconBoxStartIndex,r.verticalIconBoxEndIndex))}},hc.prototype.hasTextData=function(){return this.text.segments.get().length>0},hc.prototype.hasIconData=function(){return this.icon.segments.get().length>0},hc.prototype.hasDebugData=function(){return this.textCollisionBox&&this.iconCollisionBox},hc.prototype.hasTextCollisionBoxData=function(){return this.hasDebugData()&&this.textCollisionBox.segments.get().length>0},hc.prototype.hasIconCollisionBoxData=function(){return this.hasDebugData()&&this.iconCollisionBox.segments.get().length>0},hc.prototype.addIndicesForPlacedSymbol=function(t,e){for(var r=t.placedSymbolArray.get(e),n=r.vertexStartIndex+4*r.numGlyphs,i=r.vertexStartIndex;i<n;i+=4)t.indexArray.emplaceBack(i,i+1,i+2),t.indexArray.emplaceBack(i+1,i+2,i+3)},hc.prototype.getSortedSymbolIndexes=function(t){if(this.sortedAngle===t&&void 0!==this.symbolInstanceIndexes)return this.symbolInstanceIndexes;for(var e=Math.sin(t),r=Math.cos(t),n=[],i=[],a=[],o=0;o<this.symbolInstances.length;++o){a.push(o);var s=this.symbolInstances.get(o);n.push(0|Math.round(e*s.anchorX+r*s.anchorY)),i.push(s.featureIndex)}return a.sort((function(t,e){return n[t]-n[e]||i[e]-i[t]})),a},hc.prototype.addToSortKeyRanges=function(t,e){var r=this.sortKeyRanges[this.sortKeyRanges.length-1];r&&r.sortKey===e?r.symbolInstanceEnd=t+1:this.sortKeyRanges.push({sortKey:e,symbolInstanceStart:t,symbolInstanceEnd:t+1})},hc.prototype.sortFeatures=function(t){var e=this;if(this.sortFeaturesByY&&this.sortedAngle!==t&&!(this.text.segments.get().length>1||this.icon.segments.get().length>1)){this.symbolInstanceIndexes=this.getSortedSymbolIndexes(t),this.sortedAngle=t,this.text.indexArray.clear(),this.icon.indexArray.clear(),this.featureSortOrder=[];for(var r=0,n=this.symbolInstanceIndexes;r<n.length;r+=1){var i=n[r],a=this.symbolInstances.get(i);this.featureSortOrder.push(a.featureIndex),[a.rightJustifiedTextSymbolIndex,a.centerJustifiedTextSymbolIndex,a.leftJustifiedTextSymbolIndex].forEach((function(t,r,n){t>=0&&n.indexOf(t)===r&&e.addIndicesForPlacedSymbol(e.text,t)})),a.verticalPlacedTextSymbolIndex>=0&&this.addIndicesForPlacedSymbol(this.text,a.verticalPlacedTextSymbolIndex),a.placedIconSymbolIndex>=0&&this.addIndicesForPlacedSymbol(this.icon,a.placedIconSymbolIndex),a.verticalPlacedIconSymbolIndex>=0&&this.addIndicesForPlacedSymbol(this.icon,a.verticalPlacedIconSymbolIndex)}this.text.indexBuffer&&this.text.indexBuffer.updateData(this.text.indexArray),this.icon.indexBuffer&&this.icon.indexBuffer.updateData(this.icon.indexArray)}},oi(\"SymbolBucket\",hc,{omit:[\"layers\",\"collisionBoxArray\",\"features\",\"compareText\"]}),hc.MAX_GLYPHS=65535,hc.addDynamicAttributes=lc;var pc=new Xi({\"symbol-placement\":new qi(Ft.layout_symbol[\"symbol-placement\"]),\"symbol-spacing\":new qi(Ft.layout_symbol[\"symbol-spacing\"]),\"symbol-avoid-edges\":new qi(Ft.layout_symbol[\"symbol-avoid-edges\"]),\"symbol-sort-key\":new Hi(Ft.layout_symbol[\"symbol-sort-key\"]),\"symbol-z-order\":new qi(Ft.layout_symbol[\"symbol-z-order\"]),\"icon-allow-overlap\":new qi(Ft.layout_symbol[\"icon-allow-overlap\"]),\"icon-ignore-placement\":new qi(Ft.layout_symbol[\"icon-ignore-placement\"]),\"icon-optional\":new qi(Ft.layout_symbol[\"icon-optional\"]),\"icon-rotation-alignment\":new qi(Ft.layout_symbol[\"icon-rotation-alignment\"]),\"icon-size\":new Hi(Ft.layout_symbol[\"icon-size\"]),\"icon-text-fit\":new qi(Ft.layout_symbol[\"icon-text-fit\"]),\"icon-text-fit-padding\":new qi(Ft.layout_symbol[\"icon-text-fit-padding\"]),\"icon-image\":new Hi(Ft.layout_symbol[\"icon-image\"]),\"icon-rotate\":new Hi(Ft.layout_symbol[\"icon-rotate\"]),\"icon-padding\":new qi(Ft.layout_symbol[\"icon-padding\"]),\"icon-keep-upright\":new qi(Ft.layout_symbol[\"icon-keep-upright\"]),\"icon-offset\":new Hi(Ft.layout_symbol[\"icon-offset\"]),\"icon-anchor\":new Hi(Ft.layout_symbol[\"icon-anchor\"]),\"icon-pitch-alignment\":new qi(Ft.layout_symbol[\"icon-pitch-alignment\"]),\"text-pitch-alignment\":new qi(Ft.layout_symbol[\"text-pitch-alignment\"]),\"text-rotation-alignment\":new qi(Ft.layout_symbol[\"text-rotation-alignment\"]),\"text-field\":new Hi(Ft.layout_symbol[\"text-field\"]),\"text-font\":new Hi(Ft.layout_symbol[\"text-font\"]),\"text-size\":new Hi(Ft.layout_symbol[\"text-size\"]),\"text-max-width\":new Hi(Ft.layout_symbol[\"text-max-width\"]),\"text-line-height\":new qi(Ft.layout_symbol[\"text-line-height\"]),\"text-letter-spacing\":new Hi(Ft.layout_symbol[\"text-letter-spacing\"]),\"text-justify\":new Hi(Ft.layout_symbol[\"text-justify\"]),\"text-radial-offset\":new Hi(Ft.layout_symbol[\"text-radial-offset\"]),\"text-variable-anchor\":new qi(Ft.layout_symbol[\"text-variable-anchor\"]),\"text-anchor\":new Hi(Ft.layout_symbol[\"text-anchor\"]),\"text-max-angle\":new qi(Ft.layout_symbol[\"text-max-angle\"]),\"text-writing-mode\":new qi(Ft.layout_symbol[\"text-writing-mode\"]),\"text-rotate\":new Hi(Ft.layout_symbol[\"text-rotate\"]),\"text-padding\":new qi(Ft.layout_symbol[\"text-padding\"]),\"text-keep-upright\":new qi(Ft.layout_symbol[\"text-keep-upright\"]),\"text-transform\":new Hi(Ft.layout_symbol[\"text-transform\"]),\"text-offset\":new Hi(Ft.layout_symbol[\"text-offset\"]),\"text-allow-overlap\":new qi(Ft.layout_symbol[\"text-allow-overlap\"]),\"text-ignore-placement\":new qi(Ft.layout_symbol[\"text-ignore-placement\"]),\"text-optional\":new qi(Ft.layout_symbol[\"text-optional\"])}),dc={paint:new Xi({\"icon-opacity\":new Hi(Ft.paint_symbol[\"icon-opacity\"]),\"icon-color\":new Hi(Ft.paint_symbol[\"icon-color\"]),\"icon-halo-color\":new Hi(Ft.paint_symbol[\"icon-halo-color\"]),\"icon-halo-width\":new Hi(Ft.paint_symbol[\"icon-halo-width\"]),\"icon-halo-blur\":new Hi(Ft.paint_symbol[\"icon-halo-blur\"]),\"icon-translate\":new qi(Ft.paint_symbol[\"icon-translate\"]),\"icon-translate-anchor\":new qi(Ft.paint_symbol[\"icon-translate-anchor\"]),\"text-opacity\":new Hi(Ft.paint_symbol[\"text-opacity\"]),\"text-color\":new Hi(Ft.paint_symbol[\"text-color\"],{runtimeType:Zt,getOverride:function(t){return t.textColor},hasOverride:function(t){return!!t.textColor}}),\"text-halo-color\":new Hi(Ft.paint_symbol[\"text-halo-color\"]),\"text-halo-width\":new Hi(Ft.paint_symbol[\"text-halo-width\"]),\"text-halo-blur\":new Hi(Ft.paint_symbol[\"text-halo-blur\"]),\"text-translate\":new qi(Ft.paint_symbol[\"text-translate\"]),\"text-translate-anchor\":new qi(Ft.paint_symbol[\"text-translate-anchor\"])}),layout:pc},vc=function(t){this.type=t.property.overrides?t.property.overrides.runtimeType:Gt,this.defaultValue=t};vc.prototype.evaluate=function(t){if(t.formattedSection){var e=this.defaultValue.property.overrides;if(e&&e.hasOverride(t.formattedSection))return e.getOverride(t.formattedSection)}return t.feature&&t.featureState?this.defaultValue.evaluate(t.feature,t.featureState):this.defaultValue.property.specification.default},vc.prototype.eachChild=function(t){this.defaultValue.isConstant()||t(this.defaultValue.value._styleExpression.expression)},vc.prototype.outputDefined=function(){return!1},vc.prototype.serialize=function(){return null},oi(\"FormatSectionOverride\",vc,{omit:[\"defaultValue\"]});var gc=function(t){function e(e){t.call(this,e,dc)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.recalculate=function(e,r){if(t.prototype.recalculate.call(this,e,r),\"auto\"===this.layout.get(\"icon-rotation-alignment\")&&(\"point\"!==this.layout.get(\"symbol-placement\")?this.layout._values[\"icon-rotation-alignment\"]=\"map\":this.layout._values[\"icon-rotation-alignment\"]=\"viewport\"),\"auto\"===this.layout.get(\"text-rotation-alignment\")&&(\"point\"!==this.layout.get(\"symbol-placement\")?this.layout._values[\"text-rotation-alignment\"]=\"map\":this.layout._values[\"text-rotation-alignment\"]=\"viewport\"),\"auto\"===this.layout.get(\"text-pitch-alignment\")&&(this.layout._values[\"text-pitch-alignment\"]=this.layout.get(\"text-rotation-alignment\")),\"auto\"===this.layout.get(\"icon-pitch-alignment\")&&(this.layout._values[\"icon-pitch-alignment\"]=this.layout.get(\"icon-rotation-alignment\")),\"point\"===this.layout.get(\"symbol-placement\")){var n=this.layout.get(\"text-writing-mode\");if(n){for(var i=[],a=0,o=n;a<o.length;a+=1){var s=o[a];i.indexOf(s)<0&&i.push(s)}this.layout._values[\"text-writing-mode\"]=i}else this.layout._values[\"text-writing-mode\"]=[\"horizontal\"]}this._setPaintOverrides()},e.prototype.getValueAndResolveTokens=function(t,e,r,n){var i=this.layout.get(t).evaluate(e,{},r,n),a=this._unevaluatedLayout._values[t];return a.isDataDriven()||cn(a.value)||!i?i:function(t,e){return e.replace(/{([^{}]+)}/g,(function(e,r){return r in t?String(t[r]):\"\"}))}(e.properties,i)},e.prototype.createBucket=function(t){return new hc(t)},e.prototype.queryRadius=function(){return 0},e.prototype.queryIntersectsFeature=function(){return!1},e.prototype._setPaintOverrides=function(){for(var t=0,r=dc.paint.overridableProperties;t<r.length;t+=1){var n=r[t];if(e.hasPaintOverride(this.layout,n)){var i,a=this.paint.get(n),o=new vc(a),s=new un(o,a.property.specification);i=\"constant\"===a.value.kind||\"source\"===a.value.kind?new hn(\"source\",s):new pn(\"composite\",s,a.value.zoomStops,a.value._interpolationType),this.paint._values[n]=new Ui(a.property,i,a.parameters)}}},e.prototype._handleOverridablePaintPropertyUpdate=function(t,r,n){return!(!this.layout||r.isDataDriven()||n.isDataDriven())&&e.hasPaintOverride(this.layout,t)},e.hasPaintOverride=function(t,e){var r=t.get(\"text-field\"),n=dc.paint.properties[e],i=!1,a=function(t){for(var e=0,r=t;e<r.length;e+=1){var a=r[e];if(n.overrides&&n.overrides.hasOverride(a))return void(i=!0)}};if(\"constant\"===r.value.kind&&r.value.value instanceof he)a(r.value.value.sections);else if(\"source\"===r.value.kind){var o=function(t){if(!i)if(t instanceof me&&ge(t.value)===Qt){var e=t.value;a(e.sections)}else t instanceof we?a(t.sections):t.eachChild(o)},s=r.value;s._styleExpression&&o(s._styleExpression.expression)}return i},e}(Ki),yc={paint:new Xi({\"background-color\":new qi(Ft.paint_background[\"background-color\"]),\"background-pattern\":new Wi(Ft.paint_background[\"background-pattern\"]),\"background-opacity\":new qi(Ft.paint_background[\"background-opacity\"])})},mc=function(t){function e(e){t.call(this,e,yc)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e}(Ki),xc={paint:new Xi({\"raster-opacity\":new qi(Ft.paint_raster[\"raster-opacity\"]),\"raster-hue-rotate\":new qi(Ft.paint_raster[\"raster-hue-rotate\"]),\"raster-brightness-min\":new qi(Ft.paint_raster[\"raster-brightness-min\"]),\"raster-brightness-max\":new qi(Ft.paint_raster[\"raster-brightness-max\"]),\"raster-saturation\":new qi(Ft.paint_raster[\"raster-saturation\"]),\"raster-contrast\":new qi(Ft.paint_raster[\"raster-contrast\"]),\"raster-resampling\":new qi(Ft.paint_raster[\"raster-resampling\"]),\"raster-fade-duration\":new qi(Ft.paint_raster[\"raster-fade-duration\"])})},bc=function(t){function e(e){t.call(this,e,xc)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e}(Ki);var _c=function(t){function e(e){t.call(this,e,{}),this.implementation=e}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.is3D=function(){return\"3d\"===this.implementation.renderingMode},e.prototype.hasOffscreenPass=function(){return void 0!==this.implementation.prerender},e.prototype.recalculate=function(){},e.prototype.updateTransitions=function(){},e.prototype.hasTransition=function(){},e.prototype.serialize=function(){},e.prototype.onAdd=function(t){this.implementation.onAdd&&this.implementation.onAdd(t,t.painter.context.gl)},e.prototype.onRemove=function(t){this.implementation.onRemove&&this.implementation.onRemove(t,t.painter.context.gl)},e}(Ki),wc={circle:Go,heatmap:es,hillshade:ns,fill:Hs,\"fill-extrusion\":sl,line:bl,symbol:gc,background:mc,raster:bc};var Tc=s.HTMLImageElement,kc=s.HTMLCanvasElement,Ac=s.HTMLVideoElement,Mc=s.ImageData,Sc=s.ImageBitmap,Ec=function(t,e,r,n){this.context=t,this.format=r,this.texture=t.gl.createTexture(),this.update(e,n)};Ec.prototype.update=function(t,e,r){var n=t.width,i=t.height,a=!(this.size&&this.size[0]===n&&this.size[1]===i||r),o=this.context,s=o.gl;if(this.useMipmap=Boolean(e&&e.useMipmap),s.bindTexture(s.TEXTURE_2D,this.texture),o.pixelStoreUnpackFlipY.set(!1),o.pixelStoreUnpack.set(1),o.pixelStoreUnpackPremultiplyAlpha.set(this.format===s.RGBA&&(!e||!1!==e.premultiply)),a)this.size=[n,i],t instanceof Tc||t instanceof kc||t instanceof Ac||t instanceof Mc||Sc&&t instanceof Sc?s.texImage2D(s.TEXTURE_2D,0,this.format,this.format,s.UNSIGNED_BYTE,t):s.texImage2D(s.TEXTURE_2D,0,this.format,n,i,0,this.format,s.UNSIGNED_BYTE,t.data);else{var l=r||{x:0,y:0},u=l.x,c=l.y;t instanceof Tc||t instanceof kc||t instanceof Ac||t instanceof Mc||Sc&&t instanceof Sc?s.texSubImage2D(s.TEXTURE_2D,0,u,c,s.RGBA,s.UNSIGNED_BYTE,t):s.texSubImage2D(s.TEXTURE_2D,0,u,c,n,i,s.RGBA,s.UNSIGNED_BYTE,t.data)}this.useMipmap&&this.isSizePowerOfTwo()&&s.generateMipmap(s.TEXTURE_2D)},Ec.prototype.bind=function(t,e,r){var n=this.context.gl;n.bindTexture(n.TEXTURE_2D,this.texture),r!==n.LINEAR_MIPMAP_NEAREST||this.isSizePowerOfTwo()||(r=n.LINEAR),t!==this.filter&&(n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MAG_FILTER,t),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MIN_FILTER,r||t),this.filter=t),e!==this.wrap&&(n.texParameteri(n.TEXTURE_2D,n.TEXTURE_WRAP_S,e),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_WRAP_T,e),this.wrap=e)},Ec.prototype.isSizePowerOfTwo=function(){return this.size[0]===this.size[1]&&Math.log(this.size[0])/Math.LN2%1==0},Ec.prototype.destroy=function(){this.context.gl.deleteTexture(this.texture),this.texture=null};var Lc=function(t){var e=this;this._callback=t,this._triggered=!1,\"undefined\"!=typeof MessageChannel&&(this._channel=new MessageChannel,this._channel.port2.onmessage=function(){e._triggered=!1,e._callback()})};Lc.prototype.trigger=function(){var t=this;this._triggered||(this._triggered=!0,this._channel?this._channel.port1.postMessage(!0):setTimeout((function(){t._triggered=!1,t._callback()}),0))},Lc.prototype.remove=function(){delete this._channel,this._callback=function(){}};var Cc=function(t,e,r){this.target=t,this.parent=e,this.mapId=r,this.callbacks={},this.tasks={},this.taskQueue=[],this.cancelCallbacks={},m([\"receive\",\"process\"],this),this.invoker=new Lc(this.process),this.target.addEventListener(\"message\",this.receive,!1),this.globalScope=S()?t:s};function Pc(t,e,r){var n=2*Math.PI*6378137/256/Math.pow(2,r);return[t*n-2*Math.PI*6378137/2,e*n-2*Math.PI*6378137/2]}Cc.prototype.send=function(t,e,r,n,i){var a=this;void 0===i&&(i=!1);var o=Math.round(1e18*Math.random()).toString(36).substring(0,10);r&&(this.callbacks[o]=r);var s=C(this.globalScope)?void 0:[];return this.target.postMessage({id:o,type:t,hasCallback:!!r,targetMapId:n,mustQueue:i,sourceMapId:this.mapId,data:ci(e,s)},s),{cancel:function(){r&&delete a.callbacks[o],a.target.postMessage({id:o,type:\"<cancel>\",targetMapId:n,sourceMapId:a.mapId})}}},Cc.prototype.receive=function(t){var e=t.data,r=e.id;if(r&&(!e.targetMapId||this.mapId===e.targetMapId))if(\"<cancel>\"===e.type){delete this.tasks[r];var n=this.cancelCallbacks[r];delete this.cancelCallbacks[r],n&&n()}else S()||e.mustQueue?(this.tasks[r]=e,this.taskQueue.push(r),this.invoker.trigger()):this.processTask(r,e)},Cc.prototype.process=function(){if(this.taskQueue.length){var t=this.taskQueue.shift(),e=this.tasks[t];delete this.tasks[t],this.taskQueue.length&&this.invoker.trigger(),e&&this.processTask(t,e)}},Cc.prototype.processTask=function(t,e){var r=this;if(\"<response>\"===e.type){var n=this.callbacks[t];delete this.callbacks[t],n&&(e.error?n(fi(e.error)):n(null,fi(e.data)))}else{var i=!1,a=C(this.globalScope)?void 0:[],o=e.hasCallback?function(e,n){i=!0,delete r.cancelCallbacks[t],r.target.postMessage({id:t,type:\"<response>\",sourceMapId:r.mapId,error:e?ci(e):null,data:ci(n,a)},a)}:function(t){i=!0},s=null,l=fi(e.data);if(this.parent[e.type])s=this.parent[e.type](e.sourceMapId,l,o);else if(this.parent.getWorkerSource){var u=e.type.split(\".\");s=this.parent.getWorkerSource(e.sourceMapId,u[0],l.source)[u[1]](l,o)}else o(new Error(\"Could not find function \"+e.type));!i&&s&&s.cancel&&(this.cancelCallbacks[t]=s.cancel)}},Cc.prototype.remove=function(){this.invoker.remove(),this.target.removeEventListener(\"message\",this.receive,!1)};var Oc=function(t,e){t&&(e?this.setSouthWest(t).setNorthEast(e):4===t.length?this.setSouthWest([t[0],t[1]]).setNorthEast([t[2],t[3]]):this.setSouthWest(t[0]).setNorthEast(t[1]))};Oc.prototype.setNorthEast=function(t){return this._ne=t instanceof zc?new zc(t.lng,t.lat):zc.convert(t),this},Oc.prototype.setSouthWest=function(t){return this._sw=t instanceof zc?new zc(t.lng,t.lat):zc.convert(t),this},Oc.prototype.extend=function(t){var e,r,n=this._sw,i=this._ne;if(t instanceof zc)e=t,r=t;else{if(!(t instanceof Oc)){if(Array.isArray(t)){if(4===t.length||t.every(Array.isArray)){var a=t;return this.extend(Oc.convert(a))}var o=t;return this.extend(zc.convert(o))}return this}if(e=t._sw,r=t._ne,!e||!r)return this}return n||i?(n.lng=Math.min(e.lng,n.lng),n.lat=Math.min(e.lat,n.lat),i.lng=Math.max(r.lng,i.lng),i.lat=Math.max(r.lat,i.lat)):(this._sw=new zc(e.lng,e.lat),this._ne=new zc(r.lng,r.lat)),this},Oc.prototype.getCenter=function(){return new zc((this._sw.lng+this._ne.lng)/2,(this._sw.lat+this._ne.lat)/2)},Oc.prototype.getSouthWest=function(){return this._sw},Oc.prototype.getNorthEast=function(){return this._ne},Oc.prototype.getNorthWest=function(){return new zc(this.getWest(),this.getNorth())},Oc.prototype.getSouthEast=function(){return new zc(this.getEast(),this.getSouth())},Oc.prototype.getWest=function(){return this._sw.lng},Oc.prototype.getSouth=function(){return this._sw.lat},Oc.prototype.getEast=function(){return this._ne.lng},Oc.prototype.getNorth=function(){return this._ne.lat},Oc.prototype.toArray=function(){return[this._sw.toArray(),this._ne.toArray()]},Oc.prototype.toString=function(){return\"LngLatBounds(\"+this._sw.toString()+\", \"+this._ne.toString()+\")\"},Oc.prototype.isEmpty=function(){return!(this._sw&&this._ne)},Oc.prototype.contains=function(t){var e=zc.convert(t),r=e.lng,n=e.lat,i=this._sw.lat<=n&&n<=this._ne.lat,a=this._sw.lng<=r&&r<=this._ne.lng;return this._sw.lng>this._ne.lng&&(a=this._sw.lng>=r&&r>=this._ne.lng),i&&a},Oc.convert=function(t){return!t||t instanceof Oc?t:new Oc(t)};var Ic=6371008.8,zc=function(t,e){if(isNaN(t)||isNaN(e))throw new Error(\"Invalid LngLat object: (\"+t+\", \"+e+\")\");if(this.lng=+t,this.lat=+e,this.lat>90||this.lat<-90)throw new Error(\"Invalid LngLat latitude value: must be between -90 and 90\")};zc.prototype.wrap=function(){return new zc(h(this.lng,-180,180),this.lat)},zc.prototype.toArray=function(){return[this.lng,this.lat]},zc.prototype.toString=function(){return\"LngLat(\"+this.lng+\", \"+this.lat+\")\"},zc.prototype.distanceTo=function(t){var e=Math.PI/180,r=this.lat*e,n=t.lat*e,i=Math.sin(r)*Math.sin(n)+Math.cos(r)*Math.cos(n)*Math.cos((t.lng-this.lng)*e);return Ic*Math.acos(Math.min(i,1))},zc.prototype.toBounds=function(t){void 0===t&&(t=0);var e=360*t/40075017,r=e/Math.cos(Math.PI/180*this.lat);return new Oc(new zc(this.lng-r,this.lat-e),new zc(this.lng+r,this.lat+e))},zc.convert=function(t){if(t instanceof zc)return t;if(Array.isArray(t)&&(2===t.length||3===t.length))return new zc(Number(t[0]),Number(t[1]));if(!Array.isArray(t)&&\"object\"==typeof t&&null!==t)return new zc(Number(\"lng\"in t?t.lng:t.lon),Number(t.lat));throw new Error(\"`LngLatLike` argument must be specified as a LngLat instance, an object {lng: <lng>, lat: <lat>}, an object {lon: <lng>, lat: <lat>}, or an array of [<lng>, <lat>]\")};var Dc=2*Math.PI*Ic;function Rc(t){return Dc*Math.cos(t*Math.PI/180)}function Fc(t){return(180+t)/360}function Bc(t){return(180-180/Math.PI*Math.log(Math.tan(Math.PI/4+t*Math.PI/360)))/360}function Nc(t,e){return t/Rc(e)}function jc(t){var e=180-360*t;return 360/Math.PI*Math.atan(Math.exp(e*Math.PI/180))-90}var Uc=function(t,e,r){void 0===r&&(r=0),this.x=+t,this.y=+e,this.z=+r};Uc.fromLngLat=function(t,e){void 0===e&&(e=0);var r=zc.convert(t);return new Uc(Fc(r.lng),Bc(r.lat),Nc(e,r.lat))},Uc.prototype.toLngLat=function(){return new zc(360*this.x-180,jc(this.y))},Uc.prototype.toAltitude=function(){return t=this.z,e=this.y,t*Rc(jc(e));var t,e},Uc.prototype.meterInMercatorCoordinateUnits=function(){return 1/Dc*(t=jc(this.y),1/Math.cos(t*Math.PI/180));var t};var Vc=function(t,e,r){this.z=t,this.x=e,this.y=r,this.key=Gc(0,t,t,e,r)};Vc.prototype.equals=function(t){return this.z===t.z&&this.x===t.x&&this.y===t.y},Vc.prototype.url=function(t,e){var r,n,i,a,o,s=(r=this.x,n=this.y,i=this.z,a=Pc(256*r,256*(n=Math.pow(2,i)-n-1),i),o=Pc(256*(r+1),256*(n+1),i),a[0]+\",\"+a[1]+\",\"+o[0]+\",\"+o[1]),l=function(t,e,r){for(var n,i=\"\",a=t;a>0;a--)i+=(e&(n=1<<a-1)?1:0)+(r&n?2:0);return i}(this.z,this.x,this.y);return t[(this.x+this.y)%t.length].replace(\"{prefix}\",(this.x%16).toString(16)+(this.y%16).toString(16)).replace(\"{z}\",String(this.z)).replace(\"{x}\",String(this.x)).replace(\"{y}\",String(\"tms\"===e?Math.pow(2,this.z)-this.y-1:this.y)).replace(\"{quadkey}\",l).replace(\"{bbox-epsg-3857}\",s)},Vc.prototype.getTilePoint=function(t){var e=Math.pow(2,this.z);return new a((t.x*e-this.x)*po,(t.y*e-this.y)*po)},Vc.prototype.toString=function(){return this.z+\"/\"+this.x+\"/\"+this.y};var qc=function(t,e){this.wrap=t,this.canonical=e,this.key=Gc(t,e.z,e.z,e.x,e.y)},Hc=function(t,e,r,n,i){this.overscaledZ=t,this.wrap=e,this.canonical=new Vc(r,+n,+i),this.key=Gc(e,t,r,n,i)};function Gc(t,e,r,n,i){(t*=2)<0&&(t=-1*t-1);var a=1<<r;return(a*a*t+a*i+n).toString(36)+r.toString(36)+e.toString(36)}Hc.prototype.equals=function(t){return this.overscaledZ===t.overscaledZ&&this.wrap===t.wrap&&this.canonical.equals(t.canonical)},Hc.prototype.scaledTo=function(t){var e=this.canonical.z-t;return t>this.canonical.z?new Hc(t,this.wrap,this.canonical.z,this.canonical.x,this.canonical.y):new Hc(t,this.wrap,t,this.canonical.x>>e,this.canonical.y>>e)},Hc.prototype.calculateScaledKey=function(t,e){var r=this.canonical.z-t;return t>this.canonical.z?Gc(this.wrap*+e,t,this.canonical.z,this.canonical.x,this.canonical.y):Gc(this.wrap*+e,t,t,this.canonical.x>>r,this.canonical.y>>r)},Hc.prototype.isChildOf=function(t){if(t.wrap!==this.wrap)return!1;var e=this.canonical.z-t.canonical.z;return 0===t.overscaledZ||t.overscaledZ<this.overscaledZ&&t.canonical.x===this.canonical.x>>e&&t.canonical.y===this.canonical.y>>e},Hc.prototype.children=function(t){if(this.overscaledZ>=t)return[new Hc(this.overscaledZ+1,this.wrap,this.canonical.z,this.canonical.x,this.canonical.y)];var e=this.canonical.z+1,r=2*this.canonical.x,n=2*this.canonical.y;return[new Hc(e,this.wrap,e,r,n),new Hc(e,this.wrap,e,r+1,n),new Hc(e,this.wrap,e,r,n+1),new Hc(e,this.wrap,e,r+1,n+1)]},Hc.prototype.isLessThan=function(t){return this.wrap<t.wrap||!(this.wrap>t.wrap)&&(this.overscaledZ<t.overscaledZ||!(this.overscaledZ>t.overscaledZ)&&(this.canonical.x<t.canonical.x||!(this.canonical.x>t.canonical.x)&&this.canonical.y<t.canonical.y))},Hc.prototype.wrapped=function(){return new Hc(this.overscaledZ,0,this.canonical.z,this.canonical.x,this.canonical.y)},Hc.prototype.unwrapTo=function(t){return new Hc(this.overscaledZ,t,this.canonical.z,this.canonical.x,this.canonical.y)},Hc.prototype.overscaleFactor=function(){return Math.pow(2,this.overscaledZ-this.canonical.z)},Hc.prototype.toUnwrapped=function(){return new qc(this.wrap,this.canonical)},Hc.prototype.toString=function(){return this.overscaledZ+\"/\"+this.canonical.x+\"/\"+this.canonical.y},Hc.prototype.getTilePoint=function(t){return this.canonical.getTilePoint(new Uc(t.x-this.wrap,t.y))},oi(\"CanonicalTileID\",Vc),oi(\"OverscaledTileID\",Hc,{omit:[\"posMatrix\"]});var Wc=function(t,e,r){if(this.uid=t,e.height!==e.width)throw new RangeError(\"DEM tiles must be square\");if(r&&\"mapbox\"!==r&&\"terrarium\"!==r)return k('\"'+r+'\" is not a valid encoding type. Valid types include \"mapbox\" and \"terrarium\".');this.stride=e.height;var n=this.dim=e.height-2;this.data=new Uint32Array(e.data.buffer),this.encoding=r||\"mapbox\";for(var i=0;i<n;i++)this.data[this._idx(-1,i)]=this.data[this._idx(0,i)],this.data[this._idx(n,i)]=this.data[this._idx(n-1,i)],this.data[this._idx(i,-1)]=this.data[this._idx(i,0)],this.data[this._idx(i,n)]=this.data[this._idx(i,n-1)];this.data[this._idx(-1,-1)]=this.data[this._idx(0,0)],this.data[this._idx(n,-1)]=this.data[this._idx(n-1,0)],this.data[this._idx(-1,n)]=this.data[this._idx(0,n-1)],this.data[this._idx(n,n)]=this.data[this._idx(n-1,n-1)]};Wc.prototype.get=function(t,e){var r=new Uint8Array(this.data.buffer),n=4*this._idx(t,e);return(\"terrarium\"===this.encoding?this._unpackTerrarium:this._unpackMapbox)(r[n],r[n+1],r[n+2])},Wc.prototype.getUnpackVector=function(){return\"terrarium\"===this.encoding?[256,1,1/256,32768]:[6553.6,25.6,.1,1e4]},Wc.prototype._idx=function(t,e){if(t<-1||t>=this.dim+1||e<-1||e>=this.dim+1)throw new RangeError(\"out of range source coordinates for DEM data\");return(e+1)*this.stride+(t+1)},Wc.prototype._unpackMapbox=function(t,e,r){return(256*t*256+256*e+r)/10-1e4},Wc.prototype._unpackTerrarium=function(t,e,r){return 256*t+e+r/256-32768},Wc.prototype.getPixels=function(){return new $o({width:this.stride,height:this.stride},new Uint8Array(this.data.buffer))},Wc.prototype.backfillBorder=function(t,e,r){if(this.dim!==t.dim)throw new Error(\"dem dimension mismatch\");var n=e*this.dim,i=e*this.dim+this.dim,a=r*this.dim,o=r*this.dim+this.dim;switch(e){case-1:n=i-1;break;case 1:i=n+1}switch(r){case-1:a=o-1;break;case 1:o=a+1}for(var s=-e*this.dim,l=-r*this.dim,u=a;u<o;u++)for(var c=n;c<i;c++)this.data[this._idx(c,u)]=t.data[this._idx(c+s,u+l)]},oi(\"DEMData\",Wc);var Yc=function(t){this._stringToNumber={},this._numberToString=[];for(var e=0;e<t.length;e++){var r=t[e];this._stringToNumber[r]=e,this._numberToString[e]=r}};Yc.prototype.encode=function(t){return this._stringToNumber[t]},Yc.prototype.decode=function(t){return this._numberToString[t]};var Xc=function(t,e,r,n,i){this.type=\"Feature\",this._vectorTileFeature=t,t._z=e,t._x=r,t._y=n,this.properties=t.properties,this.id=i},Zc={geometry:{configurable:!0}};Zc.geometry.get=function(){return void 0===this._geometry&&(this._geometry=this._vectorTileFeature.toGeoJSON(this._vectorTileFeature._x,this._vectorTileFeature._y,this._vectorTileFeature._z).geometry),this._geometry},Zc.geometry.set=function(t){this._geometry=t},Xc.prototype.toJSON=function(){var t={geometry:this.geometry};for(var e in this)\"_geometry\"!==e&&\"_vectorTileFeature\"!==e&&(t[e]=this[e]);return t},Object.defineProperties(Xc.prototype,Zc);var Kc=function(){this.state={},this.stateChanges={},this.deletedStates={}};Kc.prototype.updateState=function(t,e,r){var n=String(e);if(this.stateChanges[t]=this.stateChanges[t]||{},this.stateChanges[t][n]=this.stateChanges[t][n]||{},p(this.stateChanges[t][n],r),null===this.deletedStates[t])for(var i in this.deletedStates[t]={},this.state[t])i!==n&&(this.deletedStates[t][i]=null);else if(this.deletedStates[t]&&null===this.deletedStates[t][n])for(var a in this.deletedStates[t][n]={},this.state[t][n])r[a]||(this.deletedStates[t][n][a]=null);else for(var o in r)this.deletedStates[t]&&this.deletedStates[t][n]&&null===this.deletedStates[t][n][o]&&delete this.deletedStates[t][n][o]},Kc.prototype.removeFeatureState=function(t,e,r){if(null!==this.deletedStates[t]){var n=String(e);if(this.deletedStates[t]=this.deletedStates[t]||{},r&&void 0!==e)null!==this.deletedStates[t][n]&&(this.deletedStates[t][n]=this.deletedStates[t][n]||{},this.deletedStates[t][n][r]=null);else if(void 0!==e)if(this.stateChanges[t]&&this.stateChanges[t][n])for(r in this.deletedStates[t][n]={},this.stateChanges[t][n])this.deletedStates[t][n][r]=null;else this.deletedStates[t][n]=null;else this.deletedStates[t]=null}},Kc.prototype.getState=function(t,e){var r=String(e),n=this.state[t]||{},i=this.stateChanges[t]||{},a=p({},n[r],i[r]);if(null===this.deletedStates[t])return{};if(this.deletedStates[t]){var o=this.deletedStates[t][e];if(null===o)return{};for(var s in o)delete a[s]}return a},Kc.prototype.initializeTileState=function(t,e){t.setFeatureState(this.state,e)},Kc.prototype.coalesceChanges=function(t,e){var r={};for(var n in this.stateChanges){this.state[n]=this.state[n]||{};var i={};for(var a in this.stateChanges[n])this.state[n][a]||(this.state[n][a]={}),p(this.state[n][a],this.stateChanges[n][a]),i[a]=this.state[n][a];r[n]=i}for(var o in this.deletedStates){this.state[o]=this.state[o]||{};var s={};if(null===this.deletedStates[o])for(var l in this.state[o])s[l]={},this.state[o][l]={};else for(var u in this.deletedStates[o]){if(null===this.deletedStates[o][u])this.state[o][u]={};else for(var c=0,f=Object.keys(this.deletedStates[o][u]);c<f.length;c+=1){var h=f[c];delete this.state[o][u][h]}s[u]=this.state[o][u]}r[o]=r[o]||{},p(r[o],s)}if(this.stateChanges={},this.deletedStates={},0!==Object.keys(r).length)for(var d in t)t[d].setFeatureState(r,e)};var Jc=function(t,e){this.tileID=t,this.x=t.canonical.x,this.y=t.canonical.y,this.z=t.canonical.z,this.grid=new ti(po,16,0),this.grid3D=new ti(po,16,0),this.featureIndexArray=new Ia,this.promoteId=e};function $c(t,e,r,n,i){return b(t,(function(t,a){var o=e instanceof Vi?e.get(a):null;return o&&o.evaluate?o.evaluate(r,n,i):o}))}function Qc(t){for(var e=1/0,r=1/0,n=-1/0,i=-1/0,a=0,o=t;a<o.length;a+=1){var s=o[a];e=Math.min(e,s.x),r=Math.min(r,s.y),n=Math.max(n,s.x),i=Math.max(i,s.y)}return{minX:e,minY:r,maxX:n,maxY:i}}function tf(t,e){return e-t}Jc.prototype.insert=function(t,e,r,n,i,a){var o=this.featureIndexArray.length;this.featureIndexArray.emplaceBack(r,n,i);for(var s=a?this.grid3D:this.grid,l=0;l<e.length;l++){for(var u=e[l],c=[1/0,1/0,-1/0,-1/0],f=0;f<u.length;f++){var h=u[f];c[0]=Math.min(c[0],h.x),c[1]=Math.min(c[1],h.y),c[2]=Math.max(c[2],h.x),c[3]=Math.max(c[3],h.y)}c[0]<po&&c[1]<po&&c[2]>=0&&c[3]>=0&&s.insert(o,c[0],c[1],c[2],c[3])}},Jc.prototype.loadVTLayers=function(){return this.vtLayers||(this.vtLayers=new tl.VectorTile(new Ol(this.rawTileData)).layers,this.sourceLayerCoder=new Yc(this.vtLayers?Object.keys(this.vtLayers).sort():[\"_geojsonTileLayer\"])),this.vtLayers},Jc.prototype.query=function(t,e,r,n){var i=this;this.loadVTLayers();for(var o=t.params||{},s=po/t.tileSize/t.scale,l=An(o.filter),u=t.queryGeometry,c=t.queryPadding*s,f=Qc(u),h=this.grid.query(f.minX-c,f.minY-c,f.maxX+c,f.maxY+c),p=Qc(t.cameraQueryGeometry),d=0,v=this.grid3D.query(p.minX-c,p.minY-c,p.maxX+c,p.maxY+c,(function(e,r,n,i){return function(t,e,r,n,i){for(var o=0,s=t;o<s.length;o+=1){var l=s[o];if(e<=l.x&&r<=l.y&&n>=l.x&&i>=l.y)return!0}var u=[new a(e,r),new a(e,i),new a(n,i),new a(n,r)];if(t.length>2)for(var c=0,f=u;c<f.length;c+=1)if(Co(t,f[c]))return!0;for(var h=0;h<t.length-1;h++)if(Po(t[h],t[h+1],u))return!0;return!1}(t.cameraQueryGeometry,e-c,r-c,n+c,i+c)}));d<v.length;d+=1){var g=v[d];h.push(g)}h.sort(tf);for(var y,m={},x=function(a){var c=h[a];if(c!==y){y=c;var f=i.featureIndexArray.get(c),p=null;i.loadMatchingFeature(m,f.bucketIndex,f.sourceLayerIndex,f.featureIndex,l,o.layers,o.availableImages,e,r,n,(function(e,r,n){return p||(p=yo(e)),r.queryIntersectsFeature(u,e,n,p,i.z,t.transform,s,t.pixelPosMatrix)}))}},b=0;b<h.length;b++)x(b);return m},Jc.prototype.loadMatchingFeature=function(t,e,r,n,i,a,o,s,l,u,c){var f=this.bucketLayerIDs[e];if(!a||function(t,e){for(var r=0;r<t.length;r++)if(e.indexOf(t[r])>=0)return!0;return!1}(a,f)){var h=this.sourceLayerCoder.decode(r),d=this.vtLayers[h].feature(n);if(i.needGeometry){var v=mo(d,!0);if(!i.filter(new zi(this.tileID.overscaledZ),v,this.tileID.canonical))return}else if(!i.filter(new zi(this.tileID.overscaledZ),d))return;for(var g=this.getId(d,h),y=0;y<f.length;y++){var m=f[y];if(!(a&&a.indexOf(m)<0)){var x=s[m];if(x){var b={};void 0!==g&&u&&(b=u.getState(x.sourceLayer||\"_geojsonTileLayer\",g));var _=p({},l[m]);_.paint=$c(_.paint,x.paint,d,b,o),_.layout=$c(_.layout,x.layout,d,b,o);var w=!c||c(d,x,b);if(w){var T=new Xc(d,this.z,this.x,this.y,g);T.layer=_;var k=t[m];void 0===k&&(k=t[m]=[]),k.push({featureIndex:n,feature:T,intersectionZ:w})}}}}}},Jc.prototype.lookupSymbolFeatures=function(t,e,r,n,i,a,o,s){var l={};this.loadVTLayers();for(var u=An(i),c=0,f=t;c<f.length;c+=1){var h=f[c];this.loadMatchingFeature(l,r,n,h,u,a,o,s,e)}return l},Jc.prototype.hasLayer=function(t){for(var e=0,r=this.bucketLayerIDs;e<r.length;e+=1)for(var n=0,i=r[e];n<i.length;n+=1)if(t===i[n])return!0;return!1},Jc.prototype.getId=function(t,e){var r=t.id;if(this.promoteId){var n=\"string\"==typeof this.promoteId?this.promoteId:this.promoteId[e];\"boolean\"==typeof(r=t.properties[n])&&(r=Number(r))}return r},oi(\"FeatureIndex\",Jc,{omit:[\"rawTileData\",\"sourceLayerCoder\"]});var ef=function(t,e){this.tileID=t,this.uid=v(),this.uses=0,this.tileSize=e,this.buckets={},this.expirationTime=null,this.queryPadding=0,this.hasSymbolBuckets=!1,this.hasRTLText=!1,this.dependencies={},this.expiredRequestCount=0,this.state=\"loading\"};ef.prototype.registerFadeDuration=function(t){var e=t+this.timeAdded;e<N.now()||this.fadeEndTime&&e<this.fadeEndTime||(this.fadeEndTime=e)},ef.prototype.wasRequested=function(){return\"errored\"===this.state||\"loaded\"===this.state||\"reloading\"===this.state},ef.prototype.loadVectorData=function(t,e,r){if(this.hasData()&&this.unloadVectorData(),this.state=\"loaded\",t){for(var n in t.featureIndex&&(this.latestFeatureIndex=t.featureIndex,t.rawTileData?(this.latestRawTileData=t.rawTileData,this.latestFeatureIndex.rawTileData=t.rawTileData):this.latestRawTileData&&(this.latestFeatureIndex.rawTileData=this.latestRawTileData)),this.collisionBoxArray=t.collisionBoxArray,this.buckets=function(t,e){var r={};if(!e)return r;for(var n=function(){var t=a[i],n=t.layerIds.map((function(t){return e.getLayer(t)})).filter(Boolean);if(0!==n.length){t.layers=n,t.stateDependentLayerIds&&(t.stateDependentLayers=t.stateDependentLayerIds.map((function(t){return n.filter((function(e){return e.id===t}))[0]})));for(var o=0,s=n;o<s.length;o+=1){var l=s[o];r[l.id]=t}}},i=0,a=t;i<a.length;i+=1)n();return r}(t.buckets,e.style),this.hasSymbolBuckets=!1,this.buckets){var i=this.buckets[n];if(i instanceof hc){if(this.hasSymbolBuckets=!0,!r)break;i.justReloaded=!0}}if(this.hasRTLText=!1,this.hasSymbolBuckets)for(var a in this.buckets){var o=this.buckets[a];if(o instanceof hc&&o.hasRTLText){this.hasRTLText=!0,Ii.isLoading()||Ii.isLoaded()||\"deferred\"!==Pi()||Oi();break}}for(var s in this.queryPadding=0,this.buckets){var l=this.buckets[s];this.queryPadding=Math.max(this.queryPadding,e.style.getLayer(s).queryRadius(l))}t.imageAtlas&&(this.imageAtlas=t.imageAtlas),t.glyphAtlasImage&&(this.glyphAtlasImage=t.glyphAtlasImage)}else this.collisionBoxArray=new Aa},ef.prototype.unloadVectorData=function(){for(var t in this.buckets)this.buckets[t].destroy();this.buckets={},this.imageAtlasTexture&&this.imageAtlasTexture.destroy(),this.imageAtlas&&(this.imageAtlas=null),this.glyphAtlasTexture&&this.glyphAtlasTexture.destroy(),this.latestFeatureIndex=null,this.state=\"unloaded\"},ef.prototype.getBucket=function(t){return this.buckets[t.id]},ef.prototype.upload=function(t){for(var e in this.buckets){var r=this.buckets[e];r.uploadPending()&&r.upload(t)}var n=t.gl;this.imageAtlas&&!this.imageAtlas.uploaded&&(this.imageAtlasTexture=new Ec(t,this.imageAtlas.image,n.RGBA),this.imageAtlas.uploaded=!0),this.glyphAtlasImage&&(this.glyphAtlasTexture=new Ec(t,this.glyphAtlasImage,n.ALPHA),this.glyphAtlasImage=null)},ef.prototype.prepare=function(t){this.imageAtlas&&this.imageAtlas.patchUpdatedImages(t,this.imageAtlasTexture)},ef.prototype.queryRenderedFeatures=function(t,e,r,n,i,a,o,s,l,u){return this.latestFeatureIndex&&this.latestFeatureIndex.rawTileData?this.latestFeatureIndex.query({queryGeometry:n,cameraQueryGeometry:i,scale:a,tileSize:this.tileSize,pixelPosMatrix:u,transform:s,params:o,queryPadding:this.queryPadding*l},t,e,r):{}},ef.prototype.querySourceFeatures=function(t,e){var r=this.latestFeatureIndex;if(r&&r.rawTileData){var n=r.loadVTLayers(),i=e?e.sourceLayer:\"\",a=n._geojsonTileLayer||n[i];if(a)for(var o=An(e&&e.filter),s=this.tileID.canonical,l=s.z,u=s.x,c=s.y,f={z:l,x:u,y:c},h=0;h<a.length;h++){var p=a.feature(h);if(o.needGeometry){var d=mo(p,!0);if(!o.filter(new zi(this.tileID.overscaledZ),d,this.tileID.canonical))continue}else if(!o.filter(new zi(this.tileID.overscaledZ),p))continue;var v=r.getId(p,i),g=new Xc(p,l,u,c,v);g.tile=f,t.push(g)}}},ef.prototype.hasData=function(){return\"loaded\"===this.state||\"reloading\"===this.state||\"expired\"===this.state},ef.prototype.patternsLoaded=function(){return this.imageAtlas&&!!Object.keys(this.imageAtlas.patternPositions).length},ef.prototype.setExpiryData=function(t){var e=this.expirationTime;if(t.cacheControl){var r=E(t.cacheControl);r[\"max-age\"]&&(this.expirationTime=Date.now()+1e3*r[\"max-age\"])}else t.expires&&(this.expirationTime=new Date(t.expires).getTime());if(this.expirationTime){var n=Date.now(),i=!1;if(this.expirationTime>n)i=!1;else if(e)if(this.expirationTime<e)i=!0;else{var a=this.expirationTime-e;a?this.expirationTime=n+Math.max(a,3e4):i=!0}else i=!0;i?(this.expiredRequestCount++,this.state=\"expired\"):this.expiredRequestCount=0}},ef.prototype.getExpiryTimeout=function(){if(this.expirationTime)return this.expiredRequestCount?1e3*(1<<Math.min(this.expiredRequestCount-1,31)):Math.min(this.expirationTime-(new Date).getTime(),Math.pow(2,31)-1)},ef.prototype.setFeatureState=function(t,e){if(this.latestFeatureIndex&&this.latestFeatureIndex.rawTileData&&0!==Object.keys(t).length){var r=this.latestFeatureIndex.loadVTLayers();for(var n in this.buckets)if(e.style.hasLayer(n)){var i=this.buckets[n],a=i.layers[0].sourceLayer||\"_geojsonTileLayer\",o=r[a],s=t[a];if(o&&s&&0!==Object.keys(s).length){i.update(s,o,this.imageAtlas&&this.imageAtlas.patternPositions||{});var l=e&&e.style&&e.style.getLayer(n);l&&(this.queryPadding=Math.max(this.queryPadding,l.queryRadius(i)))}}}},ef.prototype.holdingForFade=function(){return void 0!==this.symbolFadeHoldUntil},ef.prototype.symbolFadeFinished=function(){return!this.symbolFadeHoldUntil||this.symbolFadeHoldUntil<N.now()},ef.prototype.clearFadeHold=function(){this.symbolFadeHoldUntil=void 0},ef.prototype.setHoldDuration=function(t){this.symbolFadeHoldUntil=N.now()+t},ef.prototype.setDependencies=function(t,e){for(var r={},n=0,i=e;n<i.length;n+=1)r[i[n]]=!0;this.dependencies[t]=r},ef.prototype.hasDependency=function(t,e){for(var r=0,n=t;r<n.length;r+=1){var i=n[r],a=this.dependencies[i];if(a)for(var o=0,s=e;o<s.length;o+=1)if(a[s[o]])return!0}return!1};var rf=s.performance,nf=function(t){this._marks={start:[t.url,\"start\"].join(\"#\"),end:[t.url,\"end\"].join(\"#\"),measure:t.url.toString()},rf.mark(this._marks.start)};nf.prototype.finish=function(){rf.mark(this._marks.end);var t=rf.getEntriesByName(this._marks.measure);return 0===t.length&&(rf.measure(this._marks.measure,this._marks.start,this._marks.end),t=rf.getEntriesByName(this._marks.measure),rf.clearMarks(this._marks.start),rf.clearMarks(this._marks.end),rf.clearMeasures(this._marks.measure)),t},t.Actor=Cc,t.AlphaImage=Jo,t.CanonicalTileID=Vc,t.CollisionBoxArray=Aa,t.Color=ue,t.DEMData=Wc,t.DataConstantProperty=qi,t.DictionaryCoder=Yc,t.EXTENT=po,t.ErrorEvent=Dt,t.EvaluationParameters=zi,t.Event=zt,t.Evented=Rt,t.FeatureIndex=Jc,t.FillBucket=Us,t.FillExtrusionBucket=il,t.ImageAtlas=su,t.ImagePosition=au,t.LineBucket=vl,t.LngLat=zc,t.LngLatBounds=Oc,t.MercatorCoordinate=Uc,t.ONE_EM=Ll,t.OverscaledTileID=Hc,t.Point=a,t.Point$1=a,t.Properties=Xi,t.Protobuf=Ol,t.RGBAImage=$o,t.RequestManager=W,t.RequestPerformance=nf,t.ResourceType=_t,t.SegmentVector=Da,t.SourceFeatureState=Kc,t.StructArrayLayout1ui2=wa,t.StructArrayLayout2f1f2i16=pa,t.StructArrayLayout2i4=ra,t.StructArrayLayout3ui6=va,t.StructArrayLayout4i8=na,t.SymbolBucket=hc,t.Texture=Ec,t.Tile=ef,t.Transitionable=Fi,t.Uniform1f=Ka,t.Uniform1i=Za,t.Uniform2f=Ja,t.Uniform3f=$a,t.Uniform4f=Qa,t.UniformColor=to,t.UniformMatrix4f=ro,t.UnwrappedTileID=qc,t.ValidationError=Bt,t.WritingMode=lu,t.ZoomHistory=hi,t.add=function(t,e,r){return t[0]=e[0]+r[0],t[1]=e[1]+r[1],t[2]=e[2]+r[2],t},t.addDynamicAttributes=lc,t.asyncAll=function(t,e,r){if(!t.length)return r(null,[]);var n=t.length,i=new Array(t.length),a=null;t.forEach((function(t,o){e(t,(function(t,e){t&&(a=t),i[o]=e,0==--n&&r(a,i)}))}))},t.bezier=u,t.bindAll=m,t.browser=N,t.cacheEntryPossiblyAdded=function(t){++xt>ht&&(t.getActor().send(\"enforceCacheSizeLimit\",ft),xt=0)},t.clamp=f,t.clearTileCache=function(t){var e=s.caches.delete(ct);t&&e.catch(t).then((function(){return t()}))},t.clipLine=Fu,t.clone=function(t){var e=new Fo(16);return e[0]=t[0],e[1]=t[1],e[2]=t[2],e[3]=t[3],e[4]=t[4],e[5]=t[5],e[6]=t[6],e[7]=t[7],e[8]=t[8],e[9]=t[9],e[10]=t[10],e[11]=t[11],e[12]=t[12],e[13]=t[13],e[14]=t[14],e[15]=t[15],e},t.clone$1=w,t.clone$2=function(t){var e=new Fo(3);return e[0]=t[0],e[1]=t[1],e[2]=t[2],e},t.collisionCircleLayout=Ml,t.config=j,t.create=function(){var t=new Fo(16);return 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generateId cannot be used together.\");var n=function(t,e){var r=[];if(\"FeatureCollection\"===t.type)for(var n=0;n<t.features.length;n++)rt(r,t.features[n],e,n);else\"Feature\"===t.type?rt(r,t,e):rt(r,{geometry:t},e);return r}(t,e);this.tiles={},this.tileCoords=[],r&&(console.timeEnd(\"preprocess data\"),console.log(\"index: maxZoom: %d, maxPoints: %d\",e.indexMaxZoom,e.indexMaxPoints),console.time(\"generate tiles\"),this.stats={},this.total=0),(n=function(t,e){var r=e.buffer/e.extent,n=t,i=lt(t,1,-1-r,r,0,-1,2,e),a=lt(t,1,1-r,2+r,0,-1,2,e);return(i||a)&&(n=lt(t,1,-r,1+r,0,-1,2,e)||[],i&&(n=gt(i,1).concat(n)),a&&(n=n.concat(gt(a,-1)))),n}(n,e)).length&&this.splitTile(n,0,0,0),r&&(n.length&&console.log(\"features: %d, points: %d\",this.tiles[0].numFeatures,this.tiles[0].numPoints),console.timeEnd(\"generate tiles\"),console.log(\"tiles generated:\",this.total,JSON.stringify(this.stats)))}function kt(t,e,r){return 32*((1<<t)*r+e)+t}function At(t,e){var r=t.tileID.canonical;if(!this._geoJSONIndex)return e(null,null);var n=this._geoJSONIndex.getTile(r.z,r.x,r.y);if(!n)return e(null,null);var i=new g(n.features),a=_(i);0===a.byteOffset&&a.byteLength===a.buffer.byteLength||(a=new Uint8Array(a)),e(null,{vectorTile:i,rawData:a.buffer})}V.prototype.load=function(t){var e=this.options,r=e.log,n=e.minZoom,i=e.maxZoom,a=e.nodeSize;r&&console.time(\"total time\");var o=\"prepare \"+t.length+\" points\";r&&console.time(o),this.points=t;for(var s=[],l=0;l<t.length;l++)t[l].geometry&&s.push(H(t[l],l));this.trees[i+1]=new j(s,K,J,a,Float32Array),r&&console.timeEnd(o);for(var u=i;u>=n;u--){var c=+Date.now();s=this._cluster(s,u),this.trees[u]=new j(s,K,J,a,Float32Array),r&&console.log(\"z%d: %d clusters in %dms\",u,s.length,+Date.now()-c)}return r&&console.timeEnd(\"total time\"),this},V.prototype.getClusters=function(t,e){var r=((t[0]+180)%360+360)%360-180,n=Math.max(-90,Math.min(90,t[1])),i=180===t[2]?180:((t[2]+180)%360+360)%360-180,a=Math.max(-90,Math.min(90,t[3]));if(t[2]-t[0]>=360)r=-180,i=180;else if(r>i){var o=this.getClusters([r,n,180,a],e),s=this.getClusters([-180,n,i,a],e);return o.concat(s)}for(var l=this.trees[this._limitZoom(e)],u=[],c=0,f=l.range(Y(r),X(a),Y(i),X(n));c<f.length;c+=1){var h=f[c],p=l.points[h];u.push(p.numPoints?G(p):this.points[p.index])}return u},V.prototype.getChildren=function(t){var e=this._getOriginId(t),r=this._getOriginZoom(t),n=\"No cluster with the specified id.\",i=this.trees[r];if(!i)throw new Error(n);var a=i.points[e];if(!a)throw new Error(n);for(var o=this.options.radius/(this.options.extent*Math.pow(2,r-1)),s=[],l=0,u=i.within(a.x,a.y,o);l<u.length;l+=1){var c=u[l],f=i.points[c];f.parentId===t&&s.push(f.numPoints?G(f):this.points[f.index])}if(0===s.length)throw new Error(n);return s},V.prototype.getLeaves=function(t,e,r){e=e||10,r=r||0;var n=[];return this._appendLeaves(n,t,e,r,0),n},V.prototype.getTile=function(t,e,r){var n=this.trees[this._limitZoom(t)],i=Math.pow(2,t),a=this.options,o=a.extent,s=a.radius/o,l=(r-s)/i,u=(r+1+s)/i,c={features:[]};return this._addTileFeatures(n.range((e-s)/i,l,(e+1+s)/i,u),n.points,e,r,i,c),0===e&&this._addTileFeatures(n.range(1-s/i,l,1,u),n.points,i,r,i,c),e===i-1&&this._addTileFeatures(n.range(0,l,s/i,u),n.points,-1,r,i,c),c.features.length?c:null},V.prototype.getClusterExpansionZoom=function(t){for(var e=this._getOriginZoom(t)-1;e<=this.options.maxZoom;){var r=this.getChildren(t);if(e++,1!==r.length)break;t=r[0].properties.cluster_id}return e},V.prototype._appendLeaves=function(t,e,r,n,i){for(var a=0,o=this.getChildren(e);a<o.length;a+=1){var s=o[a],l=s.properties;if(l&&l.cluster?i+l.point_count<=n?i+=l.point_count:i=this._appendLeaves(t,l.cluster_id,r,n,i):i<n?i++:t.push(s),t.length===r)break}return i},V.prototype._addTileFeatures=function(t,e,r,n,i,a){for(var o=0,s=t;o<s.length;o+=1){var l=e[s[o]],u=l.numPoints,c={type:1,geometry:[[Math.round(this.options.extent*(l.x*i-r)),Math.round(this.options.extent*(l.y*i-n))]],tags:u?W(l):this.points[l.index].properties},f=void 0;u?f=l.id:this.options.generateId?f=l.index:this.points[l.index].id&&(f=this.points[l.index].id),void 0!==f&&(c.id=f),a.features.push(c)}},V.prototype._limitZoom=function(t){return Math.max(this.options.minZoom,Math.min(+t,this.options.maxZoom+1))},V.prototype._cluster=function(t,e){for(var r=[],n=this.options,i=n.radius,a=n.extent,o=n.reduce,s=n.minPoints,l=i/(a*Math.pow(2,e)),u=0;u<t.length;u++){var c=t[u];if(!(c.zoom<=e)){c.zoom=e;for(var f=this.trees[e+1],h=f.within(c.x,c.y,l),p=c.numPoints||1,d=p,v=0,g=h;v<g.length;v+=1){var y=g[v],m=f.points[y];m.zoom>e&&(d+=m.numPoints||1)}if(d>=s){for(var x=c.x*p,b=c.y*p,_=o&&p>1?this._map(c,!0):null,w=(u<<5)+(e+1)+this.points.length,T=0,k=h;T<k.length;T+=1){var A=k[T],M=f.points[A];if(!(M.zoom<=e)){M.zoom=e;var S=M.numPoints||1;x+=M.x*S,b+=M.y*S,M.parentId=w,o&&(_||(_=this._map(c,!0)),o(_,this._map(M)))}}c.parentId=w,r.push(q(x/d,b/d,w,d,_))}else if(r.push(c),d>1)for(var E=0,L=h;E<L.length;E+=1){var C=L[E],P=f.points[C];P.zoom<=e||(P.zoom=e,r.push(P))}}}return r},V.prototype._getOriginId=function(t){return t-this.points.length>>5},V.prototype._getOriginZoom=function(t){return(t-this.points.length)%32},V.prototype._map=function(t,e){if(t.numPoints)return e?Z({},t.properties):t.properties;var r=this.points[t.index].properties,n=this.options.map(r);return e&&n===r?Z({},n):n},Tt.prototype.options={maxZoom:14,indexMaxZoom:5,indexMaxPoints:1e5,tolerance:3,extent:4096,buffer:64,lineMetrics:!1,promoteId:null,generateId:!1,debug:0},Tt.prototype.splitTile=function(t,e,r,n,i,a,o){for(var s=[t,e,r,n],l=this.options,u=l.debug;s.length;){n=s.pop(),r=s.pop(),e=s.pop(),t=s.pop();var c=1<<e,f=kt(e,r,n),h=this.tiles[f];if(!h&&(u>1&&console.time(\"creation\"),h=this.tiles[f]=bt(t,e,r,n,l),this.tileCoords.push({z:e,x:r,y:n}),u)){u>1&&(console.log(\"tile z%d-%d-%d (features: %d, points: %d, simplified: %d)\",e,r,n,h.numFeatures,h.numPoints,h.numSimplified),console.timeEnd(\"creation\"));var p=\"z\"+e;this.stats[p]=(this.stats[p]||0)+1,this.total++}if(h.source=t,i){if(e===l.maxZoom||e===i)continue;var d=1<<i-e;if(r!==Math.floor(a/d)||n!==Math.floor(o/d))continue}else if(e===l.indexMaxZoom||h.numPoints<=l.indexMaxPoints)continue;if(h.source=null,0!==t.length){u>1&&console.time(\"clipping\");var v,g,y,m,x,b,_=.5*l.buffer/l.extent,w=.5-_,T=.5+_,k=1+_;v=g=y=m=null,x=lt(t,c,r-_,r+T,0,h.minX,h.maxX,l),b=lt(t,c,r+w,r+k,0,h.minX,h.maxX,l),t=null,x&&(v=lt(x,c,n-_,n+T,1,h.minY,h.maxY,l),g=lt(x,c,n+w,n+k,1,h.minY,h.maxY,l),x=null),b&&(y=lt(b,c,n-_,n+T,1,h.minY,h.maxY,l),m=lt(b,c,n+w,n+k,1,h.minY,h.maxY,l),b=null),u>1&&console.timeEnd(\"clipping\"),s.push(v||[],e+1,2*r,2*n),s.push(g||[],e+1,2*r,2*n+1),s.push(y||[],e+1,2*r+1,2*n),s.push(m||[],e+1,2*r+1,2*n+1)}}},Tt.prototype.getTile=function(t,e,r){var n=this.options,i=n.extent,a=n.debug;if(t<0||t>24)return null;var o=1<<t,s=kt(t,e=(e%o+o)%o,r);if(this.tiles[s])return mt(this.tiles[s],i);a>1&&console.log(\"drilling down to z%d-%d-%d\",t,e,r);for(var l,u=t,c=e,f=r;!l&&u>0;)u--,c=Math.floor(c/2),f=Math.floor(f/2),l=this.tiles[kt(u,c,f)];return l&&l.source?(a>1&&console.log(\"found parent tile z%d-%d-%d\",u,c,f),a>1&&console.time(\"drilling down\"),this.splitTile(l.source,u,c,f,t,e,r),a>1&&console.timeEnd(\"drilling 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i=n[r];o.accumulated=t[i],t[i]=a[i].evaluate(o,s)}},r}(n)).load(o.features):function(t,e){return new Tt(t,e)}(o,n.geojsonVtOptions)}catch(a){return r(a)}e.loaded={};var u={};if(i){var c=i.finish();c&&(u.resourceTiming={},u.resourceTiming[n.source]=JSON.parse(JSON.stringify(c)))}r(null,u)}))}},r.prototype.coalesce=function(){\"Coalescing\"===this._state?this._state=\"Idle\":\"NeedsLoadData\"===this._state&&(this._state=\"Coalescing\",this._loadData())},r.prototype.reloadTile=function(t,r){var n=this.loaded,i=t.uid;return n&&n[i]?e.prototype.reloadTile.call(this,t,r):this.loadTile(t,r)},r.prototype.loadGeoJSON=function(e,r){if(e.request)t.getJSON(e.request,r);else{if(\"string\"!=typeof e.data)return r(new Error(\"Input data given to '\"+e.source+\"' is not a valid GeoJSON object.\"));try{return r(null,JSON.parse(e.data))}catch(t){return r(new Error(\"Input data given to '\"+e.source+\"' is not a valid GeoJSON object.\"))}}},r.prototype.removeSource=function(t,e){this._pendingCallback&&this._pendingCallback(null,{abandoned:!0}),e()},r.prototype.getClusterExpansionZoom=function(t,e){try{e(null,this._geoJSONIndex.getClusterExpansionZoom(t.clusterId))}catch(t){e(t)}},r.prototype.getClusterChildren=function(t,e){try{e(null,this._geoJSONIndex.getChildren(t.clusterId))}catch(t){e(t)}},r.prototype.getClusterLeaves=function(t,e){try{e(null,this._geoJSONIndex.getLeaves(t.clusterId,t.limit,t.offset))}catch(t){e(t)}},r}(l);var St=function(e){var r=this;this.self=e,this.actor=new t.Actor(e,this),this.layerIndexes={},this.availableImages={},this.workerSourceTypes={vector:l,geojson:Mt},this.workerSources={},this.demWorkerSources={},this.self.registerWorkerSource=function(t,e){if(r.workerSourceTypes[t])throw new Error('Worker source with name \"'+t+'\" already registered.');r.workerSourceTypes[t]=e},this.self.registerRTLTextPlugin=function(e){if(t.plugin.isParsed())throw new Error(\"RTL text plugin already 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s=i([\"transform\",\"WebkitTransform\"]);r.setTransform=function(t,e){t.style[s]=e};var l=!1;try{var u=Object.defineProperty({},\"passive\",{get:function(){l=!0}});t.window.addEventListener(\"test\",u,u),t.window.removeEventListener(\"test\",u,u)}catch(t){l=!1}r.addEventListener=function(t,e,r,n){void 0===n&&(n={}),\"passive\"in n&&l?t.addEventListener(e,r,n):t.addEventListener(e,r,n.capture)},r.removeEventListener=function(t,e,r,n){void 0===n&&(n={}),\"passive\"in n&&l?t.removeEventListener(e,r,n):t.removeEventListener(e,r,n.capture)};var c=function(e){e.preventDefault(),e.stopPropagation(),t.window.removeEventListener(\"click\",c,!0)};function f(t){var e=t.userImage;return!!(e&&e.render&&e.render())&&(t.data.replace(new Uint8Array(e.data.buffer)),!0)}r.suppressClick=function(){t.window.addEventListener(\"click\",c,!0),t.window.setTimeout((function(){t.window.removeEventListener(\"click\",c,!0)}),0)},r.mousePos=function(e,r){var n=e.getBoundingClientRect();return new t.Point(r.clientX-n.left-e.clientLeft,r.clientY-n.top-e.clientTop)},r.touchPos=function(e,r){for(var n=e.getBoundingClientRect(),i=[],a=0;a<r.length;a++)i.push(new t.Point(r[a].clientX-n.left-e.clientLeft,r[a].clientY-n.top-e.clientTop));return i},r.mouseButton=function(e){return void 0!==t.window.InstallTrigger&&2===e.button&&e.ctrlKey&&t.window.navigator.platform.toUpperCase().indexOf(\"MAC\")>=0?0:e.button},r.remove=function(t){t.parentNode&&t.parentNode.removeChild(t)};var h=function(e){function r(){e.call(this),this.images={},this.updatedImages={},this.callbackDispatchedThisFrame={},this.loaded=!1,this.requestors=[],this.patterns={},this.atlasImage=new t.RGBAImage({width:1,height:1}),this.dirty=!0}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.isLoaded=function(){return this.loaded},r.prototype.setLoaded=function(t){if(this.loaded!==t&&(this.loaded=t,t)){for(var e=0,r=this.requestors;e<r.length;e+=1){var n=r[e],i=n.ids,a=n.callback;this._notify(i,a)}this.requestors=[]}},r.prototype.getImage=function(t){return this.images[t]},r.prototype.addImage=function(t,e){this._validate(t,e)&&(this.images[t]=e)},r.prototype._validate=function(e,r){var n=!0;return this._validateStretch(r.stretchX,r.data&&r.data.width)||(this.fire(new t.ErrorEvent(new Error('Image \"'+e+'\" has invalid \"stretchX\" value'))),n=!1),this._validateStretch(r.stretchY,r.data&&r.data.height)||(this.fire(new t.ErrorEvent(new Error('Image \"'+e+'\" has invalid \"stretchY\" value'))),n=!1),this._validateContent(r.content,r)||(this.fire(new t.ErrorEvent(new Error('Image \"'+e+'\" has invalid \"content\" value'))),n=!1),n},r.prototype._validateStretch=function(t,e){if(!t)return!0;for(var r=0,n=0,i=t;n<i.length;n+=1){var a=i[n];if(a[0]<r||a[1]<a[0]||e<a[1])return!1;r=a[1]}return!0},r.prototype._validateContent=function(t,e){return!(t&&(4!==t.length||t[0]<0||e.data.width<t[0]||t[1]<0||e.data.height<t[1]||t[2]<0||e.data.width<t[2]||t[3]<0||e.data.height<t[3]||t[2]<t[0]||t[3]<t[1]))},r.prototype.updateImage=function(t,e){var r=this.images[t];e.version=r.version+1,this.images[t]=e,this.updatedImages[t]=!0},r.prototype.removeImage=function(t){var e=this.images[t];delete this.images[t],delete this.patterns[t],e.userImage&&e.userImage.onRemove&&e.userImage.onRemove()},r.prototype.listImages=function(){return Object.keys(this.images)},r.prototype.getImages=function(t,e){var r=!0;if(!this.isLoaded())for(var n=0,i=t;n<i.length;n+=1){var a=i[n];this.images[a]||(r=!1)}this.isLoaded()||r?this._notify(t,e):this.requestors.push({ids:t,callback:e})},r.prototype._notify=function(e,r){for(var n={},i=0,a=e;i<a.length;i+=1){var o=a[i];this.images[o]||this.fire(new t.Event(\"styleimagemissing\",{id:o}));var s=this.images[o];s?n[o]={data:s.data.clone(),pixelRatio:s.pixelRatio,sdf:s.sdf,version:s.version,stretchX:s.stretchX,stretchY:s.stretchY,content:s.content,hasRenderCallback:Boolean(s.userImage&&s.userImage.render)}:t.warnOnce('Image \"'+o+'\" could not be loaded. Please make sure you have added the image with map.addImage() or a \"sprite\" property in your style. You can provide missing images by listening for the \"styleimagemissing\" map event.')}r(null,n)},r.prototype.getPixelSize=function(){var t=this.atlasImage;return{width:t.width,height:t.height}},r.prototype.getPattern=function(e){var r=this.patterns[e],n=this.getImage(e);if(!n)return null;if(r&&r.position.version===n.version)return r.position;if(r)r.position.version=n.version;else{var i={w:n.data.width+2,h:n.data.height+2,x:0,y:0},a=new t.ImagePosition(i,n);this.patterns[e]={bin:i,position:a}}return this._updatePatternAtlas(),this.patterns[e].position},r.prototype.bind=function(e){var r=e.gl;this.atlasTexture?this.dirty&&(this.atlasTexture.update(this.atlasImage),this.dirty=!1):this.atlasTexture=new t.Texture(e,this.atlasImage,r.RGBA),this.atlasTexture.bind(r.LINEAR,r.CLAMP_TO_EDGE)},r.prototype._updatePatternAtlas=function(){var e=[];for(var r in this.patterns)e.push(this.patterns[r].bin);var n=t.potpack(e),i=n.w,a=n.h,o=this.atlasImage;for(var s in o.resize({width:i||1,height:a||1}),this.patterns){var l=this.patterns[s].bin,u=l.x+1,c=l.y+1,f=this.images[s].data,h=f.width,p=f.height;t.RGBAImage.copy(f,o,{x:0,y:0},{x:u,y:c},{width:h,height:p}),t.RGBAImage.copy(f,o,{x:0,y:p-1},{x:u,y:c-1},{width:h,height:1}),t.RGBAImage.copy(f,o,{x:0,y:0},{x:u,y:c+p},{width:h,height:1}),t.RGBAImage.copy(f,o,{x:h-1,y:0},{x:u-1,y:c},{width:1,height:p}),t.RGBAImage.copy(f,o,{x:0,y:0},{x:u+h,y:c},{width:1,height:p})}this.dirty=!0},r.prototype.beginFrame=function(){this.callbackDispatchedThisFrame={}},r.prototype.dispatchRenderCallbacks=function(t){for(var e=0,r=t;e<r.length;e+=1){var n=r[e];if(!this.callbackDispatchedThisFrame[n]){this.callbackDispatchedThisFrame[n]=!0;var i=this.images[n];f(i)&&this.updateImage(n,i)}}},r}(t.Evented);var p=g,d=g,v=1e20;function g(t,e,r,n,i,a){this.fontSize=t||24,this.buffer=void 0===e?3:e,this.cutoff=n||.25,this.fontFamily=i||\"sans-serif\",this.fontWeight=a||\"normal\",this.radius=r||8;var o=this.size=this.fontSize+2*this.buffer;this.canvas=document.createElement(\"canvas\"),this.canvas.width=this.canvas.height=o,this.ctx=this.canvas.getContext(\"2d\"),this.ctx.font=this.fontWeight+\" \"+this.fontSize+\"px \"+this.fontFamily,this.ctx.textBaseline=\"middle\",this.ctx.fillStyle=\"black\",this.gridOuter=new Float64Array(o*o),this.gridInner=new Float64Array(o*o),this.f=new Float64Array(o),this.d=new Float64Array(o),this.z=new Float64Array(o+1),this.v=new Int16Array(o),this.middle=Math.round(o/2*(navigator.userAgent.indexOf(\"Gecko/\")>=0?1.2:1))}function y(t,e,r,n,i,a,o){for(var s=0;s<e;s++){for(var l=0;l<r;l++)n[l]=t[l*e+s];for(m(n,i,a,o,r),l=0;l<r;l++)t[l*e+s]=i[l]}for(l=0;l<r;l++){for(s=0;s<e;s++)n[s]=t[l*e+s];for(m(n,i,a,o,e),s=0;s<e;s++)t[l*e+s]=Math.sqrt(i[s])}}function m(t,e,r,n,i){r[0]=0,n[0]=-v,n[1]=+v;for(var a=1,o=0;a<i;a++){for(var s=(t[a]+a*a-(t[r[o]]+r[o]*r[o]))/(2*a-2*r[o]);s<=n[o];)o--,s=(t[a]+a*a-(t[r[o]]+r[o]*r[o]))/(2*a-2*r[o]);r[++o]=a,n[o]=s,n[o+1]=+v}for(a=0,o=0;a<i;a++){for(;n[o+1]<a;)o++;e[a]=(a-r[o])*(a-r[o])+t[r[o]]}}g.prototype.draw=function(t){this.ctx.clearRect(0,0,this.size,this.size),this.ctx.fillText(t,this.buffer,this.middle);for(var e=this.ctx.getImageData(0,0,this.size,this.size),r=new Uint8ClampedArray(this.size*this.size),n=0;n<this.size*this.size;n++){var i=e.data[4*n+3]/255;this.gridOuter[n]=1===i?0:0===i?v:Math.pow(Math.max(0,.5-i),2),this.gridInner[n]=1===i?v:0===i?0:Math.pow(Math.max(0,i-.5),2)}for(y(this.gridOuter,this.size,this.size,this.f,this.d,this.v,this.z),y(this.gridInner,this.size,this.size,this.f,this.d,this.v,this.z),n=0;n<this.size*this.size;n++){var a=this.gridOuter[n]-this.gridInner[n];r[n]=Math.max(0,Math.min(255,Math.round(255-255*(a/this.radius+this.cutoff))))}return r},p.default=d;var x=function(t,e){this.requestManager=t,this.localIdeographFontFamily=e,this.entries={}};x.prototype.setURL=function(t){this.url=t},x.prototype.getGlyphs=function(e,r){var n=this,i=[];for(var a in e)for(var o=0,s=e[a];o<s.length;o+=1){var l=s[o];i.push({stack:a,id:l})}t.asyncAll(i,(function(t,e){var r=t.stack,i=t.id,a=n.entries[r];a||(a=n.entries[r]={glyphs:{},requests:{},ranges:{}});var o=a.glyphs[i];if(void 0===o){if(o=n._tinySDF(a,r,i))return a.glyphs[i]=o,void e(null,{stack:r,id:i,glyph:o});var s=Math.floor(i/256);if(256*s>65535)e(new Error(\"glyphs > 65535 not supported\"));else if(a.ranges[s])e(null,{stack:r,id:i,glyph:o});else{var l=a.requests[s];l||(l=a.requests[s]=[],x.loadGlyphRange(r,s,n.url,n.requestManager,(function(t,e){if(e){for(var r in e)n._doesCharSupportLocalGlyph(+r)||(a.glyphs[+r]=e[+r]);a.ranges[s]=!0}for(var i=0,o=l;i<o.length;i+=1)(0,o[i])(t,e);delete a.requests[s]}))),l.push((function(t,n){t?e(t):n&&e(null,{stack:r,id:i,glyph:n[i]||null})}))}}else e(null,{stack:r,id:i,glyph:o})}),(function(t,e){if(t)r(t);else if(e){for(var n={},i=0,a=e;i<a.length;i+=1){var o=a[i],s=o.stack,l=o.id,u=o.glyph;(n[s]||(n[s]={}))[l]=u&&{id:u.id,bitmap:u.bitmap.clone(),metrics:u.metrics}}r(null,n)}}))},x.prototype._doesCharSupportLocalGlyph=function(e){return!!this.localIdeographFontFamily&&(t.isChar[\"CJK Unified Ideographs\"](e)||t.isChar[\"Hangul Syllables\"](e)||t.isChar.Hiragana(e)||t.isChar.Katakana(e))},x.prototype._tinySDF=function(e,r,n){var i=this.localIdeographFontFamily;if(i&&this._doesCharSupportLocalGlyph(n)){var a=e.tinySDF;if(!a){var o=\"400\";/bold/i.test(r)?o=\"900\":/medium/i.test(r)?o=\"500\":/light/i.test(r)&&(o=\"200\"),a=e.tinySDF=new x.TinySDF(24,3,8,.25,i,o)}return{id:n,bitmap:new t.AlphaImage({width:30,height:30},a.draw(String.fromCharCode(n))),metrics:{width:24,height:24,left:0,top:-8,advance:24}}}},x.loadGlyphRange=function(e,r,n,i,a){var o=256*r,s=o+255,l=i.transformRequest(i.normalizeGlyphsURL(n).replace(\"{fontstack}\",e).replace(\"{range}\",o+\"-\"+s),t.ResourceType.Glyphs);t.getArrayBuffer(l,(function(e,r){if(e)a(e);else if(r){for(var n={},i=0,o=t.parseGlyphPBF(r);i<o.length;i+=1){var s=o[i];n[s.id]=s}a(null,n)}}))},x.TinySDF=p;var b=function(){this.specification=t.styleSpec.light.position};b.prototype.possiblyEvaluate=function(e,r){return t.sphericalToCartesian(e.expression.evaluate(r))},b.prototype.interpolate=function(e,r,n){return{x:t.number(e.x,r.x,n),y:t.number(e.y,r.y,n),z:t.number(e.z,r.z,n)}};var _=new t.Properties({anchor:new t.DataConstantProperty(t.styleSpec.light.anchor),position:new b,color:new t.DataConstantProperty(t.styleSpec.light.color),intensity:new t.DataConstantProperty(t.styleSpec.light.intensity)}),w=\"-transition\",T=function(e){function r(r){e.call(this),this._transitionable=new t.Transitionable(_),this.setLight(r),this._transitioning=this._transitionable.untransitioned()}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.getLight=function(){return this._transitionable.serialize()},r.prototype.setLight=function(e,r){if(void 0===r&&(r={}),!this._validate(t.validateLight,e,r))for(var n in e){var i=e[n];t.endsWith(n,w)?this._transitionable.setTransition(n.slice(0,-11),i):this._transitionable.setValue(n,i)}},r.prototype.updateTransitions=function(t){this._transitioning=this._transitionable.transitioned(t,this._transitioning)},r.prototype.hasTransition=function(){return this._transitioning.hasTransition()},r.prototype.recalculate=function(t){this.properties=this._transitioning.possiblyEvaluate(t)},r.prototype._validate=function(e,r,n){return(!n||!1!==n.validate)&&t.emitValidationErrors(this,e.call(t.validateStyle,t.extend({value:r,style:{glyphs:!0,sprite:!0},styleSpec:t.styleSpec})))},r}(t.Evented),k=function(t,e){this.width=t,this.height=e,this.nextRow=0,this.data=new Uint8Array(this.width*this.height),this.dashEntry={}};k.prototype.getDash=function(t,e){var r=t.join(\",\")+String(e);return this.dashEntry[r]||(this.dashEntry[r]=this.addDash(t,e)),this.dashEntry[r]},k.prototype.getDashRanges=function(t,e,r){var n=[],i=t.length%2==1?-t[t.length-1]*r:0,a=t[0]*r,o=!0;n.push({left:i,right:a,isDash:o,zeroLength:0===t[0]});for(var s=t[0],l=1;l<t.length;l++){o=!o;var u=t[l];i=s*r,a=(s+=u)*r,n.push({left:i,right:a,isDash:o,zeroLength:0===u})}return n},k.prototype.addRoundDash=function(t,e,r){for(var n=e/2,i=-r;i<=r;i++)for(var a=this.nextRow+r+i,o=this.width*a,s=0,l=t[s],u=0;u<this.width;u++){u/l.right>1&&(l=t[++s]);var c=Math.abs(u-l.left),f=Math.abs(u-l.right),h=Math.min(c,f),p=void 0,d=i/r*(n+1);if(l.isDash){var v=n-Math.abs(d);p=Math.sqrt(h*h+v*v)}else p=n-Math.sqrt(h*h+d*d);this.data[o+u]=Math.max(0,Math.min(255,p+128))}},k.prototype.addRegularDash=function(t){for(var e=t.length-1;e>=0;--e){var r=t[e],n=t[e+1];r.zeroLength?t.splice(e,1):n&&n.isDash===r.isDash&&(n.left=r.left,t.splice(e,1))}var i=t[0],a=t[t.length-1];i.isDash===a.isDash&&(i.left=a.left-this.width,a.right=i.right+this.width);for(var o=this.width*this.nextRow,s=0,l=t[s],u=0;u<this.width;u++){u/l.right>1&&(l=t[++s]);var c=Math.abs(u-l.left),f=Math.abs(u-l.right),h=Math.min(c,f),p=l.isDash?h:-h;this.data[o+u]=Math.max(0,Math.min(255,p+128))}},k.prototype.addDash=function(e,r){var n=r?7:0,i=2*n+1;if(this.nextRow+i>this.height)return t.warnOnce(\"LineAtlas out of space\"),null;for(var a=0,o=0;o<e.length;o++)a+=e[o];if(0!==a){var s=this.width/a,l=this.getDashRanges(e,this.width,s);r?this.addRoundDash(l,s,n):this.addRegularDash(l)}var u={y:(this.nextRow+n+.5)/this.height,height:2*n/this.height,width:a};return this.nextRow+=i,this.dirty=!0,u},k.prototype.bind=function(t){var e=t.gl;this.texture?(e.bindTexture(e.TEXTURE_2D,this.texture),this.dirty&&(this.dirty=!1,e.texSubImage2D(e.TEXTURE_2D,0,0,0,this.width,this.height,e.ALPHA,e.UNSIGNED_BYTE,this.data))):(this.texture=e.createTexture(),e.bindTexture(e.TEXTURE_2D,this.texture),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_WRAP_S,e.REPEAT),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_WRAP_T,e.REPEAT),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_MIN_FILTER,e.LINEAR),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_MAG_FILTER,e.LINEAR),e.texImage2D(e.TEXTURE_2D,0,e.ALPHA,this.width,this.height,0,e.ALPHA,e.UNSIGNED_BYTE,this.data))};var A=function e(r,n){this.workerPool=r,this.actors=[],this.currentActor=0,this.id=t.uniqueId();for(var i=this.workerPool.acquire(this.id),a=0;a<i.length;a++){var o=i[a],s=new e.Actor(o,n,this.id);s.name=\"Worker \"+a,this.actors.push(s)}};function M(e,r,n){var i=function(i,a){if(i)return n(i);if(a){var o=t.pick(t.extend(a,e),[\"tiles\",\"minzoom\",\"maxzoom\",\"attribution\",\"mapbox_logo\",\"bounds\",\"scheme\",\"tileSize\",\"encoding\"]);a.vector_layers&&(o.vectorLayers=a.vector_layers,o.vectorLayerIds=o.vectorLayers.map((function(t){return t.id}))),o.tiles=r.canonicalizeTileset(o,e.url),n(null,o)}};return e.url?t.getJSON(r.transformRequest(r.normalizeSourceURL(e.url),t.ResourceType.Source),i):t.browser.frame((function(){return i(null,e)}))}A.prototype.broadcast=function(e,r,n){n=n||function(){},t.asyncAll(this.actors,(function(t,n){t.send(e,r,n)}),n)},A.prototype.getActor=function(){return this.currentActor=(this.currentActor+1)%this.actors.length,this.actors[this.currentActor]},A.prototype.remove=function(){this.actors.forEach((function(t){t.remove()})),this.actors=[],this.workerPool.release(this.id)},A.Actor=t.Actor;var S=function(e,r,n){this.bounds=t.LngLatBounds.convert(this.validateBounds(e)),this.minzoom=r||0,this.maxzoom=n||24};S.prototype.validateBounds=function(t){return Array.isArray(t)&&4===t.length?[Math.max(-180,t[0]),Math.max(-90,t[1]),Math.min(180,t[2]),Math.min(90,t[3])]:[-180,-90,180,90]},S.prototype.contains=function(e){var r=Math.pow(2,e.z),n=Math.floor(t.mercatorXfromLng(this.bounds.getWest())*r),i=Math.floor(t.mercatorYfromLat(this.bounds.getNorth())*r),a=Math.ceil(t.mercatorXfromLng(this.bounds.getEast())*r),o=Math.ceil(t.mercatorYfromLat(this.bounds.getSouth())*r);return e.x>=n&&e.x<a&&e.y>=i&&e.y<o};var E=function(e){function r(r,n,i,a){if(e.call(this),this.id=r,this.dispatcher=i,this.type=\"vector\",this.minzoom=0,this.maxzoom=22,this.scheme=\"xyz\",this.tileSize=512,this.reparseOverscaled=!0,this.isTileClipped=!0,this._loaded=!1,t.extend(this,t.pick(n,[\"url\",\"scheme\",\"tileSize\",\"promoteId\"])),this._options=t.extend({type:\"vector\"},n),this._collectResourceTiming=n.collectResourceTiming,512!==this.tileSize)throw new Error(\"vector tile sources must have a tileSize of 512\");this.setEventedParent(a)}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.load=function(){var e=this;this._loaded=!1,this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this._tileJSONRequest=M(this._options,this.map._requestManager,(function(r,n){e._tileJSONRequest=null,e._loaded=!0,r?e.fire(new t.ErrorEvent(r)):n&&(t.extend(e,n),n.bounds&&(e.tileBounds=new S(n.bounds,e.minzoom,e.maxzoom)),t.postTurnstileEvent(n.tiles,e.map._requestManager._customAccessToken),t.postMapLoadEvent(n.tiles,e.map._getMapId(),e.map._requestManager._skuToken,e.map._requestManager._customAccessToken),e.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"metadata\"})),e.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"content\"})))}))},r.prototype.loaded=function(){return this._loaded},r.prototype.hasTile=function(t){return!this.tileBounds||this.tileBounds.contains(t.canonical)},r.prototype.onAdd=function(t){this.map=t,this.load()},r.prototype.setSourceProperty=function(t){this._tileJSONRequest&&this._tileJSONRequest.cancel(),t(),this.map.style.sourceCaches[this.id].clearTiles(),this.load()},r.prototype.setTiles=function(t){var e=this;return this.setSourceProperty((function(){e._options.tiles=t})),this},r.prototype.setUrl=function(t){var e=this;return this.setSourceProperty((function(){e.url=t,e._options.url=t})),this},r.prototype.onRemove=function(){this._tileJSONRequest&&(this._tileJSONRequest.cancel(),this._tileJSONRequest=null)},r.prototype.serialize=function(){return t.extend({},this._options)},r.prototype.loadTile=function(e,r){var n=this.map._requestManager.normalizeTileURL(e.tileID.canonical.url(this.tiles,this.scheme)),i={request:this.map._requestManager.transformRequest(n,t.ResourceType.Tile),uid:e.uid,tileID:e.tileID,zoom:e.tileID.overscaledZ,tileSize:this.tileSize*e.tileID.overscaleFactor(),type:this.type,source:this.id,pixelRatio:t.browser.devicePixelRatio,showCollisionBoxes:this.map.showCollisionBoxes,promoteId:this.promoteId};function a(n,i){return delete e.request,e.aborted?r(null):n&&404!==n.status?r(n):(i&&i.resourceTiming&&(e.resourceTiming=i.resourceTiming),this.map._refreshExpiredTiles&&i&&e.setExpiryData(i),e.loadVectorData(i,this.map.painter),t.cacheEntryPossiblyAdded(this.dispatcher),r(null),void(e.reloadCallback&&(this.loadTile(e,e.reloadCallback),e.reloadCallback=null)))}i.request.collectResourceTiming=this._collectResourceTiming,e.actor&&\"expired\"!==e.state?\"loading\"===e.state?e.reloadCallback=r:e.request=e.actor.send(\"reloadTile\",i,a.bind(this)):(e.actor=this.dispatcher.getActor(),e.request=e.actor.send(\"loadTile\",i,a.bind(this)))},r.prototype.abortTile=function(t){t.request&&(t.request.cancel(),delete t.request),t.actor&&t.actor.send(\"abortTile\",{uid:t.uid,type:this.type,source:this.id},void 0)},r.prototype.unloadTile=function(t){t.unloadVectorData(),t.actor&&t.actor.send(\"removeTile\",{uid:t.uid,type:this.type,source:this.id},void 0)},r.prototype.hasTransition=function(){return!1},r}(t.Evented),L=function(e){function r(r,n,i,a){e.call(this),this.id=r,this.dispatcher=i,this.setEventedParent(a),this.type=\"raster\",this.minzoom=0,this.maxzoom=22,this.roundZoom=!0,this.scheme=\"xyz\",this.tileSize=512,this._loaded=!1,this._options=t.extend({type:\"raster\"},n),t.extend(this,t.pick(n,[\"url\",\"scheme\",\"tileSize\"]))}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.load=function(){var e=this;this._loaded=!1,this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this._tileJSONRequest=M(this._options,this.map._requestManager,(function(r,n){e._tileJSONRequest=null,e._loaded=!0,r?e.fire(new t.ErrorEvent(r)):n&&(t.extend(e,n),n.bounds&&(e.tileBounds=new S(n.bounds,e.minzoom,e.maxzoom)),t.postTurnstileEvent(n.tiles),t.postMapLoadEvent(n.tiles,e.map._getMapId(),e.map._requestManager._skuToken),e.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"metadata\"})),e.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"content\"})))}))},r.prototype.loaded=function(){return this._loaded},r.prototype.onAdd=function(t){this.map=t,this.load()},r.prototype.onRemove=function(){this._tileJSONRequest&&(this._tileJSONRequest.cancel(),this._tileJSONRequest=null)},r.prototype.serialize=function(){return t.extend({},this._options)},r.prototype.hasTile=function(t){return!this.tileBounds||this.tileBounds.contains(t.canonical)},r.prototype.loadTile=function(e,r){var n=this,i=this.map._requestManager.normalizeTileURL(e.tileID.canonical.url(this.tiles,this.scheme),this.tileSize);e.request=t.getImage(this.map._requestManager.transformRequest(i,t.ResourceType.Tile),(function(i,a){if(delete e.request,e.aborted)e.state=\"unloaded\",r(null);else if(i)e.state=\"errored\",r(i);else if(a){n.map._refreshExpiredTiles&&e.setExpiryData(a),delete a.cacheControl,delete a.expires;var o=n.map.painter.context,s=o.gl;e.texture=n.map.painter.getTileTexture(a.width),e.texture?e.texture.update(a,{useMipmap:!0}):(e.texture=new t.Texture(o,a,s.RGBA,{useMipmap:!0}),e.texture.bind(s.LINEAR,s.CLAMP_TO_EDGE,s.LINEAR_MIPMAP_NEAREST),o.extTextureFilterAnisotropic&&s.texParameterf(s.TEXTURE_2D,o.extTextureFilterAnisotropic.TEXTURE_MAX_ANISOTROPY_EXT,o.extTextureFilterAnisotropicMax)),e.state=\"loaded\",t.cacheEntryPossiblyAdded(n.dispatcher),r(null)}}))},r.prototype.abortTile=function(t,e){t.request&&(t.request.cancel(),delete t.request),e()},r.prototype.unloadTile=function(t,e){t.texture&&this.map.painter.saveTileTexture(t.texture),e()},r.prototype.hasTransition=function(){return!1},r}(t.Evented),C=function(e){function r(r,n,i,a){e.call(this,r,n,i,a),this.type=\"raster-dem\",this.maxzoom=22,this._options=t.extend({type:\"raster-dem\"},n),this.encoding=n.encoding||\"mapbox\"}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.serialize=function(){return{type:\"raster-dem\",url:this.url,tileSize:this.tileSize,tiles:this.tiles,bounds:this.bounds,encoding:this.encoding}},r.prototype.loadTile=function(e,r){var n=this.map._requestManager.normalizeTileURL(e.tileID.canonical.url(this.tiles,this.scheme),this.tileSize);function i(t,n){t&&(e.state=\"errored\",r(t)),n&&(e.dem=n,e.needsHillshadePrepare=!0,e.state=\"loaded\",r(null))}e.request=t.getImage(this.map._requestManager.transformRequest(n,t.ResourceType.Tile),function(n,a){if(delete e.request,e.aborted)e.state=\"unloaded\",r(null);else if(n)e.state=\"errored\",r(n);else if(a){this.map._refreshExpiredTiles&&e.setExpiryData(a),delete a.cacheControl,delete a.expires;var o=t.window.ImageBitmap&&a instanceof t.window.ImageBitmap&&t.offscreenCanvasSupported()?a:t.browser.getImageData(a,1),s={uid:e.uid,coord:e.tileID,source:this.id,rawImageData:o,encoding:this.encoding};e.actor&&\"expired\"!==e.state||(e.actor=this.dispatcher.getActor(),e.actor.send(\"loadDEMTile\",s,i.bind(this)))}}.bind(this)),e.neighboringTiles=this._getNeighboringTiles(e.tileID)},r.prototype._getNeighboringTiles=function(e){var r=e.canonical,n=Math.pow(2,r.z),i=(r.x-1+n)%n,a=0===r.x?e.wrap-1:e.wrap,o=(r.x+1+n)%n,s=r.x+1===n?e.wrap+1:e.wrap,l={};return l[new t.OverscaledTileID(e.overscaledZ,a,r.z,i,r.y).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,s,r.z,o,r.y).key]={backfilled:!1},r.y>0&&(l[new t.OverscaledTileID(e.overscaledZ,a,r.z,i,r.y-1).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,e.wrap,r.z,r.x,r.y-1).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,s,r.z,o,r.y-1).key]={backfilled:!1}),r.y+1<n&&(l[new t.OverscaledTileID(e.overscaledZ,a,r.z,i,r.y+1).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,e.wrap,r.z,r.x,r.y+1).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,s,r.z,o,r.y+1).key]={backfilled:!1}),l},r.prototype.unloadTile=function(t){t.demTexture&&this.map.painter.saveTileTexture(t.demTexture),t.fbo&&(t.fbo.destroy(),delete t.fbo),t.dem&&delete t.dem,delete t.neighboringTiles,t.state=\"unloaded\",t.actor&&t.actor.send(\"removeDEMTile\",{uid:t.uid,source:this.id})},r}(L),P=function(e){function r(r,n,i,a){e.call(this),this.id=r,this.type=\"geojson\",this.minzoom=0,this.maxzoom=18,this.tileSize=512,this.isTileClipped=!0,this.reparseOverscaled=!0,this._removed=!1,this._loaded=!1,this.actor=i.getActor(),this.setEventedParent(a),this._data=n.data,this._options=t.extend({},n),this._collectResourceTiming=n.collectResourceTiming,this._resourceTiming=[],void 0!==n.maxzoom&&(this.maxzoom=n.maxzoom),n.type&&(this.type=n.type),n.attribution&&(this.attribution=n.attribution),this.promoteId=n.promoteId;var o=t.EXTENT/this.tileSize;this.workerOptions=t.extend({source:this.id,cluster:n.cluster||!1,geojsonVtOptions:{buffer:(void 0!==n.buffer?n.buffer:128)*o,tolerance:(void 0!==n.tolerance?n.tolerance:.375)*o,extent:t.EXTENT,maxZoom:this.maxzoom,lineMetrics:n.lineMetrics||!1,generateId:n.generateId||!1},superclusterOptions:{maxZoom:void 0!==n.clusterMaxZoom?Math.min(n.clusterMaxZoom,this.maxzoom-1):this.maxzoom-1,minPoints:Math.max(2,n.clusterMinPoints||2),extent:t.EXTENT,radius:(n.clusterRadius||50)*o,log:!1,generateId:n.generateId||!1},clusterProperties:n.clusterProperties,filter:n.filter},n.workerOptions)}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.load=function(){var e=this;this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this._updateWorkerData((function(r){if(r)e.fire(new t.ErrorEvent(r));else{var n={dataType:\"source\",sourceDataType:\"metadata\"};e._collectResourceTiming&&e._resourceTiming&&e._resourceTiming.length>0&&(n.resourceTiming=e._resourceTiming,e._resourceTiming=[]),e.fire(new t.Event(\"data\",n))}}))},r.prototype.onAdd=function(t){this.map=t,this.load()},r.prototype.setData=function(e){var r=this;return this._data=e,this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this._updateWorkerData((function(e){if(e)r.fire(new t.ErrorEvent(e));else{var n={dataType:\"source\",sourceDataType:\"content\"};r._collectResourceTiming&&r._resourceTiming&&r._resourceTiming.length>0&&(n.resourceTiming=r._resourceTiming,r._resourceTiming=[]),r.fire(new t.Event(\"data\",n))}})),this},r.prototype.getClusterExpansionZoom=function(t,e){return this.actor.send(\"geojson.getClusterExpansionZoom\",{clusterId:t,source:this.id},e),this},r.prototype.getClusterChildren=function(t,e){return this.actor.send(\"geojson.getClusterChildren\",{clusterId:t,source:this.id},e),this},r.prototype.getClusterLeaves=function(t,e,r,n){return this.actor.send(\"geojson.getClusterLeaves\",{source:this.id,clusterId:t,limit:e,offset:r},n),this},r.prototype._updateWorkerData=function(e){var r=this;this._loaded=!1;var n=t.extend({},this.workerOptions),i=this._data;\"string\"==typeof i?(n.request=this.map._requestManager.transformRequest(t.browser.resolveURL(i),t.ResourceType.Source),n.request.collectResourceTiming=this._collectResourceTiming):n.data=JSON.stringify(i),this.actor.send(this.type+\".loadData\",n,(function(t,i){r._removed||i&&i.abandoned||(r._loaded=!0,i&&i.resourceTiming&&i.resourceTiming[r.id]&&(r._resourceTiming=i.resourceTiming[r.id].slice(0)),r.actor.send(r.type+\".coalesce\",{source:n.source},null),e(t))}))},r.prototype.loaded=function(){return this._loaded},r.prototype.loadTile=function(e,r){var n=this,i=e.actor?\"reloadTile\":\"loadTile\";e.actor=this.actor;var a={type:this.type,uid:e.uid,tileID:e.tileID,zoom:e.tileID.overscaledZ,maxZoom:this.maxzoom,tileSize:this.tileSize,source:this.id,pixelRatio:t.browser.devicePixelRatio,showCollisionBoxes:this.map.showCollisionBoxes,promoteId:this.promoteId};e.request=this.actor.send(i,a,(function(t,a){return delete e.request,e.unloadVectorData(),e.aborted?r(null):t?r(t):(e.loadVectorData(a,n.map.painter,\"reloadTile\"===i),r(null))}))},r.prototype.abortTile=function(t){t.request&&(t.request.cancel(),delete t.request),t.aborted=!0},r.prototype.unloadTile=function(t){t.unloadVectorData(),this.actor.send(\"removeTile\",{uid:t.uid,type:this.type,source:this.id})},r.prototype.onRemove=function(){this._removed=!0,this.actor.send(\"removeSource\",{type:this.type,source:this.id})},r.prototype.serialize=function(){return t.extend({},this._options,{type:this.type,data:this._data})},r.prototype.hasTransition=function(){return!1},r}(t.Evented),O=t.createLayout([{name:\"a_pos\",type:\"Int16\",components:2},{name:\"a_texture_pos\",type:\"Int16\",components:2}]),I=function(e){function r(t,r,n,i){e.call(this),this.id=t,this.dispatcher=n,this.coordinates=r.coordinates,this.type=\"image\",this.minzoom=0,this.maxzoom=22,this.tileSize=512,this.tiles={},this._loaded=!1,this.setEventedParent(i),this.options=r}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.load=function(e,r){var n=this;this._loaded=!1,this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this.url=this.options.url,t.getImage(this.map._requestManager.transformRequest(this.url,t.ResourceType.Image),(function(i,a){n._loaded=!0,i?n.fire(new t.ErrorEvent(i)):a&&(n.image=a,e&&(n.coordinates=e),r&&r(),n._finishLoading())}))},r.prototype.loaded=function(){return this._loaded},r.prototype.updateImage=function(t){var e=this;return this.image&&t.url?(this.options.url=t.url,this.load(t.coordinates,(function(){e.texture=null})),this):this},r.prototype._finishLoading=function(){this.map&&(this.setCoordinates(this.coordinates),this.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"metadata\"})))},r.prototype.onAdd=function(t){this.map=t,this.load()},r.prototype.setCoordinates=function(e){var r=this;this.coordinates=e;var n=e.map(t.MercatorCoordinate.fromLngLat);this.tileID=function(e){for(var r=1/0,n=1/0,i=-1/0,a=-1/0,o=0,s=e;o<s.length;o+=1){var l=s[o];r=Math.min(r,l.x),n=Math.min(n,l.y),i=Math.max(i,l.x),a=Math.max(a,l.y)}var u=i-r,c=a-n,f=Math.max(u,c),h=Math.max(0,Math.floor(-Math.log(f)/Math.LN2)),p=Math.pow(2,h);return new t.CanonicalTileID(h,Math.floor((r+i)/2*p),Math.floor((n+a)/2*p))}(n),this.minzoom=this.maxzoom=this.tileID.z;var i=n.map((function(t){return r.tileID.getTilePoint(t)._round()}));return this._boundsArray=new t.StructArrayLayout4i8,this._boundsArray.emplaceBack(i[0].x,i[0].y,0,0),this._boundsArray.emplaceBack(i[1].x,i[1].y,t.EXTENT,0),this._boundsArray.emplaceBack(i[3].x,i[3].y,0,t.EXTENT),this._boundsArray.emplaceBack(i[2].x,i[2].y,t.EXTENT,t.EXTENT),this.boundsBuffer&&(this.boundsBuffer.destroy(),delete this.boundsBuffer),this.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"content\"})),this},r.prototype.prepare=function(){if(0!==Object.keys(this.tiles).length&&this.image){var e=this.map.painter.context,r=e.gl;for(var n in this.boundsBuffer||(this.boundsBuffer=e.createVertexBuffer(this._boundsArray,O.members)),this.boundsSegments||(this.boundsSegments=t.SegmentVector.simpleSegment(0,0,4,2)),this.texture||(this.texture=new t.Texture(e,this.image,r.RGBA),this.texture.bind(r.LINEAR,r.CLAMP_TO_EDGE)),this.tiles){var i=this.tiles[n];\"loaded\"!==i.state&&(i.state=\"loaded\",i.texture=this.texture)}}},r.prototype.loadTile=function(t,e){this.tileID&&this.tileID.equals(t.tileID.canonical)?(this.tiles[String(t.tileID.wrap)]=t,t.buckets={},e(null)):(t.state=\"errored\",e(null))},r.prototype.serialize=function(){return{type:\"image\",url:this.options.url,coordinates:this.coordinates}},r.prototype.hasTransition=function(){return!1},r}(t.Evented);var z=function(e){function r(t,r,n,i){e.call(this,t,r,n,i),this.roundZoom=!0,this.type=\"video\",this.options=r}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.load=function(){var e=this;this._loaded=!1;var r=this.options;this.urls=[];for(var n=0,i=r.urls;n<i.length;n+=1){var a=i[n];this.urls.push(this.map._requestManager.transformRequest(a,t.ResourceType.Source).url)}t.getVideo(this.urls,(function(r,n){e._loaded=!0,r?e.fire(new t.ErrorEvent(r)):n&&(e.video=n,e.video.loop=!0,e.video.addEventListener(\"playing\",(function(){e.map.triggerRepaint()})),e.map&&e.video.play(),e._finishLoading())}))},r.prototype.pause=function(){this.video&&this.video.pause()},r.prototype.play=function(){this.video&&this.video.play()},r.prototype.seek=function(e){if(this.video){var r=this.video.seekable;e<r.start(0)||e>r.end(0)?this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+this.id,null,\"Playback for this video can be set only between the \"+r.start(0)+\" and \"+r.end(0)+\"-second mark.\"))):this.video.currentTime=e}},r.prototype.getVideo=function(){return this.video},r.prototype.onAdd=function(t){this.map||(this.map=t,this.load(),this.video&&(this.video.play(),this.setCoordinates(this.coordinates)))},r.prototype.prepare=function(){if(!(0===Object.keys(this.tiles).length||this.video.readyState<2)){var e=this.map.painter.context,r=e.gl;for(var n in this.boundsBuffer||(this.boundsBuffer=e.createVertexBuffer(this._boundsArray,O.members)),this.boundsSegments||(this.boundsSegments=t.SegmentVector.simpleSegment(0,0,4,2)),this.texture?this.video.paused||(this.texture.bind(r.LINEAR,r.CLAMP_TO_EDGE),r.texSubImage2D(r.TEXTURE_2D,0,0,0,r.RGBA,r.UNSIGNED_BYTE,this.video)):(this.texture=new t.Texture(e,this.video,r.RGBA),this.texture.bind(r.LINEAR,r.CLAMP_TO_EDGE)),this.tiles){var i=this.tiles[n];\"loaded\"!==i.state&&(i.state=\"loaded\",i.texture=this.texture)}}},r.prototype.serialize=function(){return{type:\"video\",urls:this.urls,coordinates:this.coordinates}},r.prototype.hasTransition=function(){return this.video&&!this.video.paused},r}(I),D=function(e){function r(r,n,i,a){e.call(this,r,n,i,a),n.coordinates?Array.isArray(n.coordinates)&&4===n.coordinates.length&&!n.coordinates.some((function(t){return!Array.isArray(t)||2!==t.length||t.some((function(t){return\"number\"!=typeof t}))}))||this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'\"coordinates\" property must be an array of 4 longitude/latitude array pairs'))):this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'missing required property \"coordinates\"'))),n.animate&&\"boolean\"!=typeof n.animate&&this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'optional \"animate\" property must be a boolean value'))),n.canvas?\"string\"==typeof n.canvas||n.canvas instanceof t.window.HTMLCanvasElement||this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'\"canvas\" must be either a string representing the ID of the canvas element from which to read, or an HTMLCanvasElement instance'))):this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'missing required property \"canvas\"'))),this.options=n,this.animate=void 0===n.animate||n.animate}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.load=function(){this._loaded=!0,this.canvas||(this.canvas=this.options.canvas instanceof t.window.HTMLCanvasElement?this.options.canvas:t.window.document.getElementById(this.options.canvas)),this.width=this.canvas.width,this.height=this.canvas.height,this._hasInvalidDimensions()?this.fire(new t.ErrorEvent(new Error(\"Canvas dimensions cannot be less than or equal to zero.\"))):(this.play=function(){this._playing=!0,this.map.triggerRepaint()},this.pause=function(){this._playing&&(this.prepare(),this._playing=!1)},this._finishLoading())},r.prototype.getCanvas=function(){return this.canvas},r.prototype.onAdd=function(t){this.map=t,this.load(),this.canvas&&this.animate&&this.play()},r.prototype.onRemove=function(){this.pause()},r.prototype.prepare=function(){var e=!1;if(this.canvas.width!==this.width&&(this.width=this.canvas.width,e=!0),this.canvas.height!==this.height&&(this.height=this.canvas.height,e=!0),!this._hasInvalidDimensions()&&0!==Object.keys(this.tiles).length){var r=this.map.painter.context,n=r.gl;for(var i in this.boundsBuffer||(this.boundsBuffer=r.createVertexBuffer(this._boundsArray,O.members)),this.boundsSegments||(this.boundsSegments=t.SegmentVector.simpleSegment(0,0,4,2)),this.texture?(e||this._playing)&&this.texture.update(this.canvas,{premultiply:!0}):this.texture=new t.Texture(r,this.canvas,n.RGBA,{premultiply:!0}),this.tiles){var a=this.tiles[i];\"loaded\"!==a.state&&(a.state=\"loaded\",a.texture=this.texture)}}},r.prototype.serialize=function(){return{type:\"canvas\",coordinates:this.coordinates}},r.prototype.hasTransition=function(){return this._playing},r.prototype._hasInvalidDimensions=function(){for(var t=0,e=[this.canvas.width,this.canvas.height];t<e.length;t+=1){var r=e[t];if(isNaN(r)||r<=0)return!0}return!1},r}(I),R={vector:E,raster:L,\"raster-dem\":C,geojson:P,video:z,image:I,canvas:D};function F(e,r){var n=t.identity([]);return t.translate(n,n,[1,1,0]),t.scale(n,n,[.5*e.width,.5*e.height,1]),t.multiply(n,n,e.calculatePosMatrix(r.toUnwrapped()))}function B(t,e,r,n,i,a){var o=function(t,e,r){if(t)for(var n=0,i=t;n<i.length;n+=1){var a=e[i[n]];if(a&&a.source===r&&\"fill-extrusion\"===a.type)return!0}else for(var o in e){var s=e[o];if(s.source===r&&\"fill-extrusion\"===s.type)return!0}return!1}(i&&i.layers,e,t.id),s=a.maxPitchScaleFactor(),l=t.tilesIn(n,s,o);l.sort(N);for(var u=[],c=0,f=l;c<f.length;c+=1){var h=f[c];u.push({wrappedTileID:h.tileID.wrapped().key,queryResults:h.tile.queryRenderedFeatures(e,r,t._state,h.queryGeometry,h.cameraQueryGeometry,h.scale,i,a,s,F(t.transform,h.tileID))})}var p=function(t){for(var e={},r={},n=0,i=t;n<i.length;n+=1){var a=i[n],o=a.queryResults,s=a.wrappedTileID,l=r[s]=r[s]||{};for(var u in o)for(var 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Mt=function(t,e,r){this.func=t,this.mask=e,this.range=r};Mt.ReadOnly=!1,Mt.ReadWrite=!0,Mt.disabled=new Mt(519,Mt.ReadOnly,[0,1]);var St=7680,Et=function(t,e,r,n,i,a){this.test=t,this.ref=e,this.mask=r,this.fail=n,this.depthFail=i,this.pass=a};Et.disabled=new Et({func:519,mask:0},0,0,St,St,St);var Lt=function(t,e,r){this.blendFunction=t,this.blendColor=e,this.mask=r};Lt.Replace=[1,0],Lt.disabled=new Lt(Lt.Replace,t.Color.transparent,[!1,!1,!1,!1]),Lt.unblended=new Lt(Lt.Replace,t.Color.transparent,[!0,!0,!0,!0]),Lt.alphaBlended=new Lt([1,771],t.Color.transparent,[!0,!0,!0,!0]);var Ct=function(t,e,r){this.enable=t,this.mode=e,this.frontFace=r};Ct.disabled=new Ct(!1,1029,2305),Ct.backCCW=new Ct(!0,1029,2305);var Pt=function(t){this.gl=t,this.extVertexArrayObject=this.gl.getExtension(\"OES_vertex_array_object\"),this.clearColor=new G(this),this.clearDepth=new W(this),this.clearStencil=new Y(this),this.colorMask=new X(this),this.depthMask=new Z(this),this.stencilMask=new K(this),this.stencilFunc=new J(this),this.stencilOp=new $(this),this.stencilTest=new Q(this),this.depthRange=new tt(this),this.depthTest=new et(this),this.depthFunc=new rt(this),this.blend=new nt(this),this.blendFunc=new it(this),this.blendColor=new at(this),this.blendEquation=new ot(this),this.cullFace=new st(this),this.cullFaceSide=new lt(this),this.frontFace=new ut(this),this.program=new ct(this),this.activeTexture=new ft(this),this.viewport=new ht(this),this.bindFramebuffer=new pt(this),this.bindRenderbuffer=new dt(this),this.bindTexture=new vt(this),this.bindVertexBuffer=new gt(this),this.bindElementBuffer=new yt(this),this.bindVertexArrayOES=this.extVertexArrayObject&&new mt(this),this.pixelStoreUnpack=new xt(this),this.pixelStoreUnpackPremultiplyAlpha=new bt(this),this.pixelStoreUnpackFlipY=new _t(this),this.extTextureFilterAnisotropic=t.getExtension(\"EXT_texture_filter_anisotropic\")||t.getExtension(\"MOZ_EXT_texture_filter_anisotropic\")||t.getExtension(\"WEBKIT_EXT_texture_filter_anisotropic\"),this.extTextureFilterAnisotropic&&(this.extTextureFilterAnisotropicMax=t.getParameter(this.extTextureFilterAnisotropic.MAX_TEXTURE_MAX_ANISOTROPY_EXT)),this.extTextureHalfFloat=t.getExtension(\"OES_texture_half_float\"),this.extTextureHalfFloat&&(t.getExtension(\"OES_texture_half_float_linear\"),this.extRenderToTextureHalfFloat=t.getExtension(\"EXT_color_buffer_half_float\")),this.extTimerQuery=t.getExtension(\"EXT_disjoint_timer_query\"),this.maxTextureSize=t.getParameter(t.MAX_TEXTURE_SIZE)};Pt.prototype.setDefault=function(){this.unbindVAO(),this.clearColor.setDefault(),this.clearDepth.setDefault(),this.clearStencil.setDefault(),this.colorMask.setDefault(),this.depthMask.setDefault(),this.stencilMask.setDefault(),this.stencilFunc.setDefault(),this.stencilOp.setDefault(),this.stencilTest.setDefault(),this.depthRange.setDefault(),this.depthTest.setDefault(),this.depthFunc.setDefault(),this.blend.setDefault(),this.blendFunc.setDefault(),this.blendColor.setDefault(),this.blendEquation.setDefault(),this.cullFace.setDefault(),this.cullFaceSide.setDefault(),this.frontFace.setDefault(),this.program.setDefault(),this.activeTexture.setDefault(),this.bindFramebuffer.setDefault(),this.pixelStoreUnpack.setDefault(),this.pixelStoreUnpackPremultiplyAlpha.setDefault(),this.pixelStoreUnpackFlipY.setDefault()},Pt.prototype.setDirty=function(){this.clearColor.dirty=!0,this.clearDepth.dirty=!0,this.clearStencil.dirty=!0,this.colorMask.dirty=!0,this.depthMask.dirty=!0,this.stencilMask.dirty=!0,this.stencilFunc.dirty=!0,this.stencilOp.dirty=!0,this.stencilTest.dirty=!0,this.depthRange.dirty=!0,this.depthTest.dirty=!0,this.depthFunc.dirty=!0,this.blend.dirty=!0,this.blendFunc.dirty=!0,this.blendColor.dirty=!0,this.blendEquation.dirty=!0,this.cullFace.dirty=!0,this.cullFaceSide.dirty=!0,this.frontFace.dirty=!0,this.program.dirty=!0,this.activeTexture.dirty=!0,this.viewport.dirty=!0,this.bindFramebuffer.dirty=!0,this.bindRenderbuffer.dirty=!0,this.bindTexture.dirty=!0,this.bindVertexBuffer.dirty=!0,this.bindElementBuffer.dirty=!0,this.extVertexArrayObject&&(this.bindVertexArrayOES.dirty=!0),this.pixelStoreUnpack.dirty=!0,this.pixelStoreUnpackPremultiplyAlpha.dirty=!0,this.pixelStoreUnpackFlipY.dirty=!0},Pt.prototype.createIndexBuffer=function(t,e){return new U(this,t,e)},Pt.prototype.createVertexBuffer=function(t,e,r){return new q(this,t,e,r)},Pt.prototype.createRenderbuffer=function(t,e,r){var n=this.gl,i=n.createRenderbuffer();return this.bindRenderbuffer.set(i),n.renderbufferStorage(n.RENDERBUFFER,t,e,r),this.bindRenderbuffer.set(null),i},Pt.prototype.createFramebuffer=function(t,e,r){return new At(this,t,e,r)},Pt.prototype.clear=function(t){var e=t.color,r=t.depth,n=this.gl,i=0;e&&(i|=n.COLOR_BUFFER_BIT,this.clearColor.set(e),this.colorMask.set([!0,!0,!0,!0])),void 0!==r&&(i|=n.DEPTH_BUFFER_BIT,this.depthRange.set([0,1]),this.clearDepth.set(r),this.depthMask.set(!0)),n.clear(i)},Pt.prototype.setCullFace=function(t){!1===t.enable?this.cullFace.set(!1):(this.cullFace.set(!0),this.cullFaceSide.set(t.mode),this.frontFace.set(t.frontFace))},Pt.prototype.setDepthMode=function(t){t.func!==this.gl.ALWAYS||t.mask?(this.depthTest.set(!0),this.depthFunc.set(t.func),this.depthMask.set(t.mask),this.depthRange.set(t.range)):this.depthTest.set(!1)},Pt.prototype.setStencilMode=function(t){t.test.func!==this.gl.ALWAYS||t.mask?(this.stencilTest.set(!0),this.stencilMask.set(t.mask),this.stencilOp.set([t.fail,t.depthFail,t.pass]),this.stencilFunc.set({func:t.test.func,ref:t.ref,mask:t.test.mask})):this.stencilTest.set(!1)},Pt.prototype.setColorMode=function(e){t.deepEqual(e.blendFunction,Lt.Replace)?this.blend.set(!1):(this.blend.set(!0),this.blendFunc.set(e.blendFunction),this.blendColor.set(e.blendColor)),this.colorMask.set(e.mask)},Pt.prototype.unbindVAO=function(){this.extVertexArrayObject&&this.bindVertexArrayOES.set(null)};var Ot=function(e){function r(r,n,i){var a=this;e.call(this),this.id=r,this.dispatcher=i,this.on(\"data\",(function(t){\"source\"===t.dataType&&\"metadata\"===t.sourceDataType&&(a._sourceLoaded=!0),a._sourceLoaded&&!a._paused&&\"source\"===t.dataType&&\"content\"===t.sourceDataType&&(a.reload(),a.transform&&a.update(a.transform))})),this.on(\"error\",(function(){a._sourceErrored=!0})),this._source=function(e,r,n,i){var a=new R[r.type](e,r,n,i);if(a.id!==e)throw new Error(\"Expected Source id to be \"+e+\" instead of \"+a.id);return t.bindAll([\"load\",\"abort\",\"unload\",\"serialize\",\"prepare\"],a),a}(r,n,i,this),this._tiles={},this._cache=new j(0,this._unloadTile.bind(this)),this._timers={},this._cacheTimers={},this._maxTileCacheSize=null,this._loadedParentTiles={},this._coveredTiles={},this._state=new t.SourceFeatureState}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.onAdd=function(t){this.map=t,this._maxTileCacheSize=t?t._maxTileCacheSize:null,this._source&&this._source.onAdd&&this._source.onAdd(t)},r.prototype.onRemove=function(t){this._source&&this._source.onRemove&&this._source.onRemove(t)},r.prototype.loaded=function(){if(this._sourceErrored)return!0;if(!this._sourceLoaded)return!1;if(!this._source.loaded())return!1;for(var t in this._tiles){var e=this._tiles[t];if(\"loaded\"!==e.state&&\"errored\"!==e.state)return!1}return!0},r.prototype.getSource=function(){return this._source},r.prototype.pause=function(){this._paused=!0},r.prototype.resume=function(){if(this._paused){var t=this._shouldReloadOnResume;this._paused=!1,this._shouldReloadOnResume=!1,t&&this.reload(),this.transform&&this.update(this.transform)}},r.prototype._loadTile=function(t,e){return this._source.loadTile(t,e)},r.prototype._unloadTile=function(t){if(this._source.unloadTile)return this._source.unloadTile(t,(function(){}))},r.prototype._abortTile=function(t){if(this._source.abortTile)return this._source.abortTile(t,(function(){}))},r.prototype.serialize=function(){return this._source.serialize()},r.prototype.prepare=function(t){for(var e in this._source.prepare&&this._source.prepare(),this._state.coalesceChanges(this._tiles,this.map?this.map.painter:null),this._tiles){var r=this._tiles[e];r.upload(t),r.prepare(this.map.style.imageManager)}},r.prototype.getIds=function(){return t.values(this._tiles).map((function(t){return t.tileID})).sort(It).map((function(t){return t.key}))},r.prototype.getRenderableIds=function(e){var r=this,n=[];for(var i in this._tiles)this._isIdRenderable(i,e)&&n.push(this._tiles[i]);return e?n.sort((function(e,n){var i=e.tileID,a=n.tileID,o=new t.Point(i.canonical.x,i.canonical.y)._rotate(r.transform.angle),s=new t.Point(a.canonical.x,a.canonical.y)._rotate(r.transform.angle);return i.overscaledZ-a.overscaledZ||s.y-o.y||s.x-o.x})).map((function(t){return t.tileID.key})):n.map((function(t){return t.tileID})).sort(It).map((function(t){return t.key}))},r.prototype.hasRenderableParent=function(t){var e=this.findLoadedParent(t,0);return!!e&&this._isIdRenderable(e.tileID.key)},r.prototype._isIdRenderable=function(t,e){return this._tiles[t]&&this._tiles[t].hasData()&&!this._coveredTiles[t]&&(e||!this._tiles[t].holdingForFade())},r.prototype.reload=function(){if(this._paused)this._shouldReloadOnResume=!0;else for(var t in this._cache.reset(),this._tiles)\"errored\"!==this._tiles[t].state&&this._reloadTile(t,\"reloading\")},r.prototype._reloadTile=function(t,e){var r=this._tiles[t];r&&(\"loading\"!==r.state&&(r.state=e),this._loadTile(r,this._tileLoaded.bind(this,r,t,e)))},r.prototype._tileLoaded=function(e,r,n,i){if(i)return e.state=\"errored\",void(404!==i.status?this._source.fire(new t.ErrorEvent(i,{tile:e})):this.update(this.transform));e.timeAdded=t.browser.now(),\"expired\"===n&&(e.refreshedUponExpiration=!0),this._setTileReloadTimer(r,e),\"raster-dem\"===this.getSource().type&&e.dem&&this._backfillDEM(e),this._state.initializeTileState(e,this.map?this.map.painter:null),this._source.fire(new t.Event(\"data\",{dataType:\"source\",tile:e,coord:e.tileID}))},r.prototype._backfillDEM=function(t){for(var e=this.getRenderableIds(),r=0;r<e.length;r++){var n=e[r];if(t.neighboringTiles&&t.neighboringTiles[n]){var i=this.getTileByID(n);a(t,i),a(i,t)}}function a(t,e){t.needsHillshadePrepare=!0;var r=e.tileID.canonical.x-t.tileID.canonical.x,n=e.tileID.canonical.y-t.tileID.canonical.y,i=Math.pow(2,t.tileID.canonical.z),a=e.tileID.key;0===r&&0===n||Math.abs(n)>1||(Math.abs(r)>1&&(1===Math.abs(r+i)?r+=i:1===Math.abs(r-i)&&(r-=i)),e.dem&&t.dem&&(t.dem.backfillBorder(e.dem,r,n),t.neighboringTiles&&t.neighboringTiles[a]&&(t.neighboringTiles[a].backfilled=!0)))}},r.prototype.getTile=function(t){return this.getTileByID(t.key)},r.prototype.getTileByID=function(t){return this._tiles[t]},r.prototype._retainLoadedChildren=function(t,e,r,n){for(var i in this._tiles){var a=this._tiles[i];if(!(n[i]||!a.hasData()||a.tileID.overscaledZ<=e||a.tileID.overscaledZ>r)){for(var o=a.tileID;a&&a.tileID.overscaledZ>e+1;){var s=a.tileID.scaledTo(a.tileID.overscaledZ-1);(a=this._tiles[s.key])&&a.hasData()&&(o=s)}for(var l=o;l.overscaledZ>e;)if(t[(l=l.scaledTo(l.overscaledZ-1)).key]){n[o.key]=o;break}}}},r.prototype.findLoadedParent=function(t,e){if(t.key in this._loadedParentTiles){var r=this._loadedParentTiles[t.key];return r&&r.tileID.overscaledZ>=e?r:null}for(var n=t.overscaledZ-1;n>=e;n--){var i=t.scaledTo(n),a=this._getLoadedTile(i);if(a)return a}},r.prototype._getLoadedTile=function(t){var e=this._tiles[t.key];return e&&e.hasData()?e:this._cache.getByKey(t.wrapped().key)},r.prototype.updateCacheSize=function(t){var e=(Math.ceil(t.width/this._source.tileSize)+1)*(Math.ceil(t.height/this._source.tileSize)+1),r=Math.floor(5*e),n=\"number\"==typeof this._maxTileCacheSize?Math.min(this._maxTileCacheSize,r):r;this._cache.setMaxSize(n)},r.prototype.handleWrapJump=function(t){var e=(t-(void 0===this._prevLng?t:this._prevLng))/360,r=Math.round(e);if(this._prevLng=t,r){var n={};for(var i in this._tiles){var a=this._tiles[i];a.tileID=a.tileID.unwrapTo(a.tileID.wrap+r),n[a.tileID.key]=a}for(var o in this._tiles=n,this._timers)clearTimeout(this._timers[o]),delete this._timers[o];for(var s in this._tiles){var l=this._tiles[s];this._setTileReloadTimer(s,l)}}},r.prototype.update=function(e){var n=this;if(this.transform=e,this._sourceLoaded&&!this._paused){var i;this.updateCacheSize(e),this.handleWrapJump(this.transform.center.lng),this._coveredTiles={},this.used?this._source.tileID?i=e.getVisibleUnwrappedCoordinates(this._source.tileID).map((function(e){return new t.OverscaledTileID(e.canonical.z,e.wrap,e.canonical.z,e.canonical.x,e.canonical.y)})):(i=e.coveringTiles({tileSize:this._source.tileSize,minzoom:this._source.minzoom,maxzoom:this._source.maxzoom,roundZoom:this._source.roundZoom,reparseOverscaled:this._source.reparseOverscaled}),this._source.hasTile&&(i=i.filter((function(t){return n._source.hasTile(t)})))):i=[];var a=e.coveringZoomLevel(this._source),o=Math.max(a-r.maxOverzooming,this._source.minzoom),s=Math.max(a+r.maxUnderzooming,this._source.minzoom),l=this._updateRetainedTiles(i,a);if(zt(this._source.type)){for(var u={},c={},f=0,h=Object.keys(l);f<h.length;f+=1){var p=h[f],d=l[p],v=this._tiles[p];if(v&&!(v.fadeEndTime&&v.fadeEndTime<=t.browser.now())){var g=this.findLoadedParent(d,o);g&&(this._addTile(g.tileID),u[g.tileID.key]=g.tileID),c[p]=d}}for(var y in this._retainLoadedChildren(c,a,s,l),u)l[y]||(this._coveredTiles[y]=!0,l[y]=u[y])}for(var m in l)this._tiles[m].clearFadeHold();for(var x=0,b=t.keysDifference(this._tiles,l);x<b.length;x+=1){var _=b[x],w=this._tiles[_];w.hasSymbolBuckets&&!w.holdingForFade()?w.setHoldDuration(this.map._fadeDuration):w.hasSymbolBuckets&&!w.symbolFadeFinished()||this._removeTile(_)}this._updateLoadedParentTileCache()}},r.prototype.releaseSymbolFadeTiles=function(){for(var t in this._tiles)this._tiles[t].holdingForFade()&&this._removeTile(t)},r.prototype._updateRetainedTiles=function(t,e){for(var n={},i={},a=Math.max(e-r.maxOverzooming,this._source.minzoom),o=Math.max(e+r.maxUnderzooming,this._source.minzoom),s={},l=0,u=t;l<u.length;l+=1){var c=u[l],f=this._addTile(c);n[c.key]=c,f.hasData()||e<this._source.maxzoom&&(s[c.key]=c)}this._retainLoadedChildren(s,e,o,n);for(var h=0,p=t;h<p.length;h+=1){var d=p[h],v=this._tiles[d.key];if(!v.hasData()){if(e+1>this._source.maxzoom){var g=d.children(this._source.maxzoom)[0],y=this.getTile(g);if(y&&y.hasData()){n[g.key]=g;continue}}else{var m=d.children(this._source.maxzoom);if(n[m[0].key]&&n[m[1].key]&&n[m[2].key]&&n[m[3].key])continue}for(var x=v.wasRequested(),b=d.overscaledZ-1;b>=a;--b){var _=d.scaledTo(b);if(i[_.key])break;if(i[_.key]=!0,!(v=this.getTile(_))&&x&&(v=this._addTile(_)),v&&(n[_.key]=_,x=v.wasRequested(),v.hasData()))break}}}return n},r.prototype._updateLoadedParentTileCache=function(){for(var t in this._loadedParentTiles={},this._tiles){for(var e=[],r=void 0,n=this._tiles[t].tileID;n.overscaledZ>0;){if(n.key in this._loadedParentTiles){r=this._loadedParentTiles[n.key];break}e.push(n.key);var i=n.scaledTo(n.overscaledZ-1);if(r=this._getLoadedTile(i))break;n=i}for(var a=0,o=e;a<o.length;a+=1){var s=o[a];this._loadedParentTiles[s]=r}}},r.prototype._addTile=function(e){var r=this._tiles[e.key];if(r)return r;(r=this._cache.getAndRemove(e))&&(this._setTileReloadTimer(e.key,r),r.tileID=e,this._state.initializeTileState(r,this.map?this.map.painter:null),this._cacheTimers[e.key]&&(clearTimeout(this._cacheTimers[e.key]),delete this._cacheTimers[e.key],this._setTileReloadTimer(e.key,r)));var n=Boolean(r);return n||(r=new t.Tile(e,this._source.tileSize*e.overscaleFactor()),this._loadTile(r,this._tileLoaded.bind(this,r,e.key,r.state))),r?(r.uses++,this._tiles[e.key]=r,n||this._source.fire(new t.Event(\"dataloading\",{tile:r,coord:r.tileID,dataType:\"source\"})),r):null},r.prototype._setTileReloadTimer=function(t,e){var r=this;t in this._timers&&(clearTimeout(this._timers[t]),delete this._timers[t]);var n=e.getExpiryTimeout();n&&(this._timers[t]=setTimeout((function(){r._reloadTile(t,\"expired\"),delete r._timers[t]}),n))},r.prototype._removeTile=function(t){var e=this._tiles[t];e&&(e.uses--,delete this._tiles[t],this._timers[t]&&(clearTimeout(this._timers[t]),delete this._timers[t]),e.uses>0||(e.hasData()&&\"reloading\"!==e.state?this._cache.add(e.tileID,e,e.getExpiryTimeout()):(e.aborted=!0,this._abortTile(e),this._unloadTile(e))))},r.prototype.clearTiles=function(){for(var t in this._shouldReloadOnResume=!1,this._paused=!1,this._tiles)this._removeTile(t);this._cache.reset()},r.prototype.tilesIn=function(e,r,n){var i=this,a=[],o=this.transform;if(!o)return a;for(var s=n?o.getCameraQueryGeometry(e):e,l=e.map((function(t){return o.pointCoordinate(t)})),u=s.map((function(t){return o.pointCoordinate(t)})),c=this.getIds(),f=1/0,h=1/0,p=-1/0,d=-1/0,v=0,g=u;v<g.length;v+=1){var y=g[v];f=Math.min(f,y.x),h=Math.min(h,y.y),p=Math.max(p,y.x),d=Math.max(d,y.y)}for(var m=function(e){var n=i._tiles[c[e]];if(!n.holdingForFade()){var s=n.tileID,v=Math.pow(2,o.zoom-n.tileID.overscaledZ),g=r*n.queryPadding*t.EXTENT/n.tileSize/v,y=[s.getTilePoint(new t.MercatorCoordinate(f,h)),s.getTilePoint(new t.MercatorCoordinate(p,d))];if(y[0].x-g<t.EXTENT&&y[0].y-g<t.EXTENT&&y[1].x+g>=0&&y[1].y+g>=0){var m=l.map((function(t){return s.getTilePoint(t)})),x=u.map((function(t){return s.getTilePoint(t)}));a.push({tile:n,tileID:s,queryGeometry:m,cameraQueryGeometry:x,scale:v})}}},x=0;x<c.length;x++)m(x);return a},r.prototype.getVisibleCoordinates=function(t){for(var e=this,r=this.getRenderableIds(t).map((function(t){return e._tiles[t].tileID})),n=0,i=r;n<i.length;n+=1){var a=i[n];a.posMatrix=this.transform.calculatePosMatrix(a.toUnwrapped())}return r},r.prototype.hasTransition=function(){if(this._source.hasTransition())return!0;if(zt(this._source.type))for(var e in this._tiles){var r=this._tiles[e];if(void 0!==r.fadeEndTime&&r.fadeEndTime>=t.browser.now())return!0}return!1},r.prototype.setFeatureState=function(t,e,r){t=t||\"_geojsonTileLayer\",this._state.updateState(t,e,r)},r.prototype.removeFeatureState=function(t,e,r){t=t||\"_geojsonTileLayer\",this._state.removeFeatureState(t,e,r)},r.prototype.getFeatureState=function(t,e){return t=t||\"_geojsonTileLayer\",this._state.getState(t,e)},r.prototype.setDependencies=function(t,e,r){var n=this._tiles[t];n&&n.setDependencies(e,r)},r.prototype.reloadTilesForDependencies=function(t,e){for(var r in this._tiles)this._tiles[r].hasDependency(t,e)&&this._reloadTile(r,\"reloading\");this._cache.filter((function(r){return!r.hasDependency(t,e)}))},r}(t.Evented);function It(t,e){var r=Math.abs(2*t.wrap)-+(t.wrap<0),n=Math.abs(2*e.wrap)-+(e.wrap<0);return t.overscaledZ-e.overscaledZ||n-r||e.canonical.y-t.canonical.y||e.canonical.x-t.canonical.x}function zt(t){return\"raster\"===t||\"image\"===t||\"video\"===t}function Dt(){return new t.window.Worker(oa.workerUrl)}Ot.maxOverzooming=10,Ot.maxUnderzooming=3;var Rt=\"mapboxgl_preloaded_worker_pool\",Ft=function(){this.active={}};Ft.prototype.acquire=function(t){if(!this.workers)for(this.workers=[];this.workers.length<Ft.workerCount;)this.workers.push(new Dt);return this.active[t]=!0,this.workers.slice()},Ft.prototype.release=function(t){delete this.active[t],0===this.numActive()&&(this.workers.forEach((function(t){t.terminate()})),this.workers=null)},Ft.prototype.isPreloaded=function(){return!!this.active[Rt]},Ft.prototype.numActive=function(){return Object.keys(this.active).length};var Bt,Nt=Math.floor(t.browser.hardwareConcurrency/2);function jt(){return Bt||(Bt=new Ft),Bt}function Ut(e,r){var n={};for(var i in e)\"ref\"!==i&&(n[i]=e[i]);return t.refProperties.forEach((function(t){t in r&&(n[t]=r[t])})),n}function Vt(t){t=t.slice();for(var e=Object.create(null),r=0;r<t.length;r++)e[t[r].id]=t[r];for(var n=0;n<t.length;n++)\"ref\"in t[n]&&(t[n]=Ut(t[n],e[t[n].ref]));return t}Ft.workerCount=Math.max(Math.min(Nt,6),1);var qt={setStyle:\"setStyle\",addLayer:\"addLayer\",removeLayer:\"removeLayer\",setPaintProperty:\"setPaintProperty\",setLayoutProperty:\"setLayoutProperty\",setFilter:\"setFilter\",addSource:\"addSource\",removeSource:\"removeSource\",setGeoJSONSourceData:\"setGeoJSONSourceData\",setLayerZoomRange:\"setLayerZoomRange\",setLayerProperty:\"setLayerProperty\",setCenter:\"setCenter\",setZoom:\"setZoom\",setBearing:\"setBearing\",setPitch:\"setPitch\",setSprite:\"setSprite\",setGlyphs:\"setGlyphs\",setTransition:\"setTransition\",setLight:\"setLight\"};function Ht(t,e,r){r.push({command:qt.addSource,args:[t,e[t]]})}function Gt(t,e,r){e.push({command:qt.removeSource,args:[t]}),r[t]=!0}function Wt(t,e,r,n){Gt(t,r,n),Ht(t,e,r)}function Yt(e,r,n){var i;for(i in e[n])if(e[n].hasOwnProperty(i)&&\"data\"!==i&&!t.deepEqual(e[n][i],r[n][i]))return!1;for(i in r[n])if(r[n].hasOwnProperty(i)&&\"data\"!==i&&!t.deepEqual(e[n][i],r[n][i]))return!1;return!0}function Xt(e,r,n,i,a,o){var s;for(s in r=r||{},e=e||{})e.hasOwnProperty(s)&&(t.deepEqual(e[s],r[s])||n.push({command:o,args:[i,s,r[s],a]}));for(s in r)r.hasOwnProperty(s)&&!e.hasOwnProperty(s)&&(t.deepEqual(e[s],r[s])||n.push({command:o,args:[i,s,r[s],a]}))}function Zt(t){return t.id}function Kt(t,e){return t[e.id]=e,t}function Jt(e,r){if(!e)return[{command:qt.setStyle,args:[r]}];var n=[];try{if(!t.deepEqual(e.version,r.version))return[{command:qt.setStyle,args:[r]}];t.deepEqual(e.center,r.center)||n.push({command:qt.setCenter,args:[r.center]}),t.deepEqual(e.zoom,r.zoom)||n.push({command:qt.setZoom,args:[r.zoom]}),t.deepEqual(e.bearing,r.bearing)||n.push({command:qt.setBearing,args:[r.bearing]}),t.deepEqual(e.pitch,r.pitch)||n.push({command:qt.setPitch,args:[r.pitch]}),t.deepEqual(e.sprite,r.sprite)||n.push({command:qt.setSprite,args:[r.sprite]}),t.deepEqual(e.glyphs,r.glyphs)||n.push({command:qt.setGlyphs,args:[r.glyphs]}),t.deepEqual(e.transition,r.transition)||n.push({command:qt.setTransition,args:[r.transition]}),t.deepEqual(e.light,r.light)||n.push({command:qt.setLight,args:[r.light]});var i={},a=[];!function(e,r,n,i){var a;for(a in r=r||{},e=e||{})e.hasOwnProperty(a)&&(r.hasOwnProperty(a)||Gt(a,n,i));for(a in r)r.hasOwnProperty(a)&&(e.hasOwnProperty(a)?t.deepEqual(e[a],r[a])||(\"geojson\"===e[a].type&&\"geojson\"===r[a].type&&Yt(e,r,a)?n.push({command:qt.setGeoJSONSourceData,args:[a,r[a].data]}):Wt(a,r,n,i)):Ht(a,r,n))}(e.sources,r.sources,a,i);var o=[];e.layers&&e.layers.forEach((function(t){i[t.source]?n.push({command:qt.removeLayer,args:[t.id]}):o.push(t)})),n=n.concat(a),function(e,r,n){r=r||[];var i,a,o,s,l,u,c,f=(e=e||[]).map(Zt),h=r.map(Zt),p=e.reduce(Kt,{}),d=r.reduce(Kt,{}),v=f.slice(),g=Object.create(null);for(i=0,a=0;i<f.length;i++)o=f[i],d.hasOwnProperty(o)?a++:(n.push({command:qt.removeLayer,args:[o]}),v.splice(v.indexOf(o,a),1));for(i=0,a=0;i<h.length;i++)o=h[h.length-1-i],v[v.length-1-i]!==o&&(p.hasOwnProperty(o)?(n.push({command:qt.removeLayer,args:[o]}),v.splice(v.lastIndexOf(o,v.length-a),1)):a++,u=v[v.length-i],n.push({command:qt.addLayer,args:[d[o],u]}),v.splice(v.length-i,0,o),g[o]=!0);for(i=0;i<h.length;i++)if(s=p[o=h[i]],l=d[o],!g[o]&&!t.deepEqual(s,l))if(t.deepEqual(s.source,l.source)&&t.deepEqual(s[\"source-layer\"],l[\"source-layer\"])&&t.deepEqual(s.type,l.type)){for(c in Xt(s.layout,l.layout,n,o,null,qt.setLayoutProperty),Xt(s.paint,l.paint,n,o,null,qt.setPaintProperty),t.deepEqual(s.filter,l.filter)||n.push({command:qt.setFilter,args:[o,l.filter]}),t.deepEqual(s.minzoom,l.minzoom)&&t.deepEqual(s.maxzoom,l.maxzoom)||n.push({command:qt.setLayerZoomRange,args:[o,l.minzoom,l.maxzoom]}),s)s.hasOwnProperty(c)&&\"layout\"!==c&&\"paint\"!==c&&\"filter\"!==c&&\"metadata\"!==c&&\"minzoom\"!==c&&\"maxzoom\"!==c&&(0===c.indexOf(\"paint.\")?Xt(s[c],l[c],n,o,c.slice(6),qt.setPaintProperty):t.deepEqual(s[c],l[c])||n.push({command:qt.setLayerProperty,args:[o,c,l[c]]}));for(c in l)l.hasOwnProperty(c)&&!s.hasOwnProperty(c)&&\"layout\"!==c&&\"paint\"!==c&&\"filter\"!==c&&\"metadata\"!==c&&\"minzoom\"!==c&&\"maxzoom\"!==c&&(0===c.indexOf(\"paint.\")?Xt(s[c],l[c],n,o,c.slice(6),qt.setPaintProperty):t.deepEqual(s[c],l[c])||n.push({command:qt.setLayerProperty,args:[o,c,l[c]]}))}else n.push({command:qt.removeLayer,args:[o]}),u=v[v.lastIndexOf(o)+1],n.push({command:qt.addLayer,args:[l,u]})}(o,r.layers,n)}catch(t){console.warn(\"Unable to compute style diff:\",t),n=[{command:qt.setStyle,args:[r]}]}return n}var $t=function(t,e){this.reset(t,e)};$t.prototype.reset=function(t,e){this.points=t||[],this._distances=[0];for(var r=1;r<this.points.length;r++)this._distances[r]=this._distances[r-1]+this.points[r].dist(this.points[r-1]);this.length=this._distances[this._distances.length-1],this.padding=Math.min(e||0,.5*this.length),this.paddedLength=this.length-2*this.padding},$t.prototype.lerp=function(e){if(1===this.points.length)return this.points[0];e=t.clamp(e,0,1);for(var r=1,n=this._distances[r],i=e*this.paddedLength+this.padding;n<i&&r<this._distances.length;)n=this._distances[++r];var a=r-1,o=this._distances[a],s=n-o,l=s>0?(i-o)/s:0;return this.points[a].mult(1-l).add(this.points[r].mult(l))};var Qt=function(t,e,r){var n=this.boxCells=[],i=this.circleCells=[];this.xCellCount=Math.ceil(t/r),this.yCellCount=Math.ceil(e/r);for(var a=0;a<this.xCellCount*this.yCellCount;a++)n.push([]),i.push([]);this.circleKeys=[],this.boxKeys=[],this.bboxes=[],this.circles=[],this.width=t,this.height=e,this.xScale=this.xCellCount/t,this.yScale=this.yCellCount/e,this.boxUid=0,this.circleUid=0};function te(e,r,n,i,a){var o=t.create();return r?(t.scale(o,o,[1/a,1/a,1]),n||t.rotateZ(o,o,i.angle)):t.multiply(o,i.labelPlaneMatrix,e),o}function ee(e,r,n,i,a){if(r){var o=t.clone(e);return t.scale(o,o,[a,a,1]),n||t.rotateZ(o,o,-i.angle),o}return i.glCoordMatrix}function re(e,r){var n=[e.x,e.y,0,1];pe(n,n,r);var i=n[3];return{point:new t.Point(n[0]/i,n[1]/i),signedDistanceFromCamera:i}}function ne(t,e){return.5+t/e*.5}function ie(t,e){var r=t[0]/t[3],n=t[1]/t[3];return r>=-e[0]&&r<=e[0]&&n>=-e[1]&&n<=e[1]}function ae(e,r,n,i,a,o,s,l){var u=i?e.textSizeData:e.iconSizeData,c=t.evaluateSizeForZoom(u,n.transform.zoom),f=[256/n.width*2+1,256/n.height*2+1],h=i?e.text.dynamicLayoutVertexArray:e.icon.dynamicLayoutVertexArray;h.clear();for(var p=e.lineVertexArray,d=i?e.text.placedSymbolArray:e.icon.placedSymbolArray,v=n.transform.width/n.transform.height,g=!1,y=0;y<d.length;y++){var m=d.get(y);if(m.hidden||m.writingMode===t.WritingMode.vertical&&!g)he(m.numGlyphs,h);else{g=!1;var x=[m.anchorX,m.anchorY,0,1];if(t.transformMat4(x,x,r),ie(x,f)){var b=x[3],_=ne(n.transform.cameraToCenterDistance,b),w=t.evaluateSizeForFeature(u,c,m),T=s?w/_:w*_,k=new t.Point(m.anchorX,m.anchorY),A=re(k,a).point,M={},S=le(m,T,!1,l,r,a,o,e.glyphOffsetArray,p,h,A,k,M,v);g=S.useVertical,(S.notEnoughRoom||g||S.needsFlipping&&le(m,T,!0,l,r,a,o,e.glyphOffsetArray,p,h,A,k,M,v).notEnoughRoom)&&he(m.numGlyphs,h)}else he(m.numGlyphs,h)}}i?e.text.dynamicLayoutVertexBuffer.updateData(h):e.icon.dynamicLayoutVertexBuffer.updateData(h)}function oe(t,e,r,n,i,a,o,s,l,u,c){var f=s.glyphStartIndex+s.numGlyphs,h=s.lineStartIndex,p=s.lineStartIndex+s.lineLength,d=e.getoffsetX(s.glyphStartIndex),v=e.getoffsetX(f-1),g=ce(t*d,r,n,i,a,o,s.segment,h,p,l,u,c);if(!g)return null;var y=ce(t*v,r,n,i,a,o,s.segment,h,p,l,u,c);return y?{first:g,last:y}:null}function se(e,r,n,i){return e===t.WritingMode.horizontal&&Math.abs(n.y-r.y)>Math.abs(n.x-r.x)*i?{useVertical:!0}:(e===t.WritingMode.vertical?r.y<n.y:r.x>n.x)?{needsFlipping:!0}:null}function le(e,r,n,i,a,o,s,l,u,c,f,h,p,d){var v,g=r/24,y=e.lineOffsetX*g,m=e.lineOffsetY*g;if(e.numGlyphs>1){var x=e.glyphStartIndex+e.numGlyphs,b=e.lineStartIndex,_=e.lineStartIndex+e.lineLength,w=oe(g,l,y,m,n,f,h,e,u,o,p);if(!w)return{notEnoughRoom:!0};var T=re(w.first.point,s).point,k=re(w.last.point,s).point;if(i&&!n){var A=se(e.writingMode,T,k,d);if(A)return A}v=[w.first];for(var M=e.glyphStartIndex+1;M<x-1;M++)v.push(ce(g*l.getoffsetX(M),y,m,n,f,h,e.segment,b,_,u,o,p));v.push(w.last)}else{if(i&&!n){var S=re(h,a).point,E=e.lineStartIndex+e.segment+1,L=new t.Point(u.getx(E),u.gety(E)),C=re(L,a),P=C.signedDistanceFromCamera>0?C.point:ue(h,L,S,1,a),O=se(e.writingMode,S,P,d);if(O)return O}var I=ce(g*l.getoffsetX(e.glyphStartIndex),y,m,n,f,h,e.segment,e.lineStartIndex,e.lineStartIndex+e.lineLength,u,o,p);if(!I)return{notEnoughRoom:!0};v=[I]}for(var z=0,D=v;z<D.length;z+=1){var R=D[z];t.addDynamicAttributes(c,R.point,R.angle)}return{}}function ue(t,e,r,n,i){var a=re(t.add(t.sub(e)._unit()),i).point,o=r.sub(a);return r.add(o._mult(n/o.mag()))}function ce(e,r,n,i,a,o,s,l,u,c,f,h){var p=i?e-r:e+r,d=p>0?1:-1,v=0;i&&(d*=-1,v=Math.PI),d<0&&(v+=Math.PI);for(var g=d>0?l+s:l+s+1,y=a,m=a,x=0,b=0,_=Math.abs(p),w=[];x+b<=_;){if((g+=d)<l||g>=u)return null;if(m=y,w.push(y),void 0===(y=h[g])){var T=new t.Point(c.getx(g),c.gety(g)),k=re(T,f);if(k.signedDistanceFromCamera>0)y=h[g]=k.point;else{var A=g-d;y=ue(0===x?o:new t.Point(c.getx(A),c.gety(A)),T,m,_-x+1,f)}}x+=b,b=m.dist(y)}var M=(_-x)/b,S=y.sub(m),E=S.mult(M)._add(m);E._add(S._unit()._perp()._mult(n*d));var L=v+Math.atan2(y.y-m.y,y.x-m.x);return w.push(E),{point:E,angle:L,path:w}}Qt.prototype.keysLength=function(){return this.boxKeys.length+this.circleKeys.length},Qt.prototype.insert=function(t,e,r,n,i){this._forEachCell(e,r,n,i,this._insertBoxCell,this.boxUid++),this.boxKeys.push(t),this.bboxes.push(e),this.bboxes.push(r),this.bboxes.push(n),this.bboxes.push(i)},Qt.prototype.insertCircle=function(t,e,r,n){this._forEachCell(e-n,r-n,e+n,r+n,this._insertCircleCell,this.circleUid++),this.circleKeys.push(t),this.circles.push(e),this.circles.push(r),this.circles.push(n)},Qt.prototype._insertBoxCell=function(t,e,r,n,i,a){this.boxCells[i].push(a)},Qt.prototype._insertCircleCell=function(t,e,r,n,i,a){this.circleCells[i].push(a)},Qt.prototype._query=function(t,e,r,n,i,a){if(r<0||t>this.width||n<0||e>this.height)return!i&&[];var o=[];if(t<=0&&e<=0&&this.width<=r&&this.height<=n){if(i)return!0;for(var s=0;s<this.boxKeys.length;s++)o.push({key:this.boxKeys[s],x1:this.bboxes[4*s],y1:this.bboxes[4*s+1],x2:this.bboxes[4*s+2],y2:this.bboxes[4*s+3]});for(var l=0;l<this.circleKeys.length;l++){var u=this.circles[3*l],c=this.circles[3*l+1],f=this.circles[3*l+2];o.push({key:this.circleKeys[l],x1:u-f,y1:c-f,x2:u+f,y2:c+f})}return a?o.filter(a):o}var h={hitTest:i,seenUids:{box:{},circle:{}}};return this._forEachCell(t,e,r,n,this._queryCell,o,h,a),i?o.length>0:o},Qt.prototype._queryCircle=function(t,e,r,n,i){var a=t-r,o=t+r,s=e-r,l=e+r;if(o<0||a>this.width||l<0||s>this.height)return!n&&[];var u=[],c={hitTest:n,circle:{x:t,y:e,radius:r},seenUids:{box:{},circle:{}}};return this._forEachCell(a,s,o,l,this._queryCellCircle,u,c,i),n?u.length>0:u},Qt.prototype.query=function(t,e,r,n,i){return this._query(t,e,r,n,!1,i)},Qt.prototype.hitTest=function(t,e,r,n,i){return this._query(t,e,r,n,!0,i)},Qt.prototype.hitTestCircle=function(t,e,r,n){return this._queryCircle(t,e,r,!0,n)},Qt.prototype._queryCell=function(t,e,r,n,i,a,o,s){var l=o.seenUids,u=this.boxCells[i];if(null!==u)for(var c=this.bboxes,f=0,h=u;f<h.length;f+=1){var p=h[f];if(!l.box[p]){l.box[p]=!0;var d=4*p;if(t<=c[d+2]&&e<=c[d+3]&&r>=c[d+0]&&n>=c[d+1]&&(!s||s(this.boxKeys[p]))){if(o.hitTest)return a.push(!0),!0;a.push({key:this.boxKeys[p],x1:c[d],y1:c[d+1],x2:c[d+2],y2:c[d+3]})}}}var v=this.circleCells[i];if(null!==v)for(var g=this.circles,y=0,m=v;y<m.length;y+=1){var x=m[y];if(!l.circle[x]){l.circle[x]=!0;var b=3*x;if(this._circleAndRectCollide(g[b],g[b+1],g[b+2],t,e,r,n)&&(!s||s(this.circleKeys[x]))){if(o.hitTest)return a.push(!0),!0;var _=g[b],w=g[b+1],T=g[b+2];a.push({key:this.circleKeys[x],x1:_-T,y1:w-T,x2:_+T,y2:w+T})}}}},Qt.prototype._queryCellCircle=function(t,e,r,n,i,a,o,s){var l=o.circle,u=o.seenUids,c=this.boxCells[i];if(null!==c)for(var f=this.bboxes,h=0,p=c;h<p.length;h+=1){var d=p[h];if(!u.box[d]){u.box[d]=!0;var v=4*d;if(this._circleAndRectCollide(l.x,l.y,l.radius,f[v+0],f[v+1],f[v+2],f[v+3])&&(!s||s(this.boxKeys[d])))return a.push(!0),!0}}var g=this.circleCells[i];if(null!==g)for(var y=this.circles,m=0,x=g;m<x.length;m+=1){var b=x[m];if(!u.circle[b]){u.circle[b]=!0;var _=3*b;if(this._circlesCollide(y[_],y[_+1],y[_+2],l.x,l.y,l.radius)&&(!s||s(this.circleKeys[b])))return a.push(!0),!0}}},Qt.prototype._forEachCell=function(t,e,r,n,i,a,o,s){for(var l=this._convertToXCellCoord(t),u=this._convertToYCellCoord(e),c=this._convertToXCellCoord(r),f=this._convertToYCellCoord(n),h=l;h<=c;h++)for(var p=u;p<=f;p++){var d=this.xCellCount*p+h;if(i.call(this,t,e,r,n,d,a,o,s))return}},Qt.prototype._convertToXCellCoord=function(t){return Math.max(0,Math.min(this.xCellCount-1,Math.floor(t*this.xScale)))},Qt.prototype._convertToYCellCoord=function(t){return Math.max(0,Math.min(this.yCellCount-1,Math.floor(t*this.yScale)))},Qt.prototype._circlesCollide=function(t,e,r,n,i,a){var o=n-t,s=i-e,l=r+a;return l*l>o*o+s*s},Qt.prototype._circleAndRectCollide=function(t,e,r,n,i,a,o){var s=(a-n)/2,l=Math.abs(t-(n+s));if(l>s+r)return!1;var u=(o-i)/2,c=Math.abs(e-(i+u));if(c>u+r)return!1;if(l<=s||c<=u)return!0;var f=l-s,h=c-u;return f*f+h*h<=r*r};var fe=new Float32Array([-1/0,-1/0,0,-1/0,-1/0,0,-1/0,-1/0,0,-1/0,-1/0,0]);function he(t,e){for(var r=0;r<t;r++){var n=e.length;e.resize(n+4),e.float32.set(fe,3*n)}}function pe(t,e,r){var n=e[0],i=e[1];return t[0]=r[0]*n+r[4]*i+r[12],t[1]=r[1]*n+r[5]*i+r[13],t[3]=r[3]*n+r[7]*i+r[15],t}var de=100,ve=function(t,e,r){void 0===e&&(e=new Qt(t.width+200,t.height+200,25)),void 0===r&&(r=new Qt(t.width+200,t.height+200,25)),this.transform=t,this.grid=e,this.ignoredGrid=r,this.pitchfactor=Math.cos(t._pitch)*t.cameraToCenterDistance,this.screenRightBoundary=t.width+de,this.screenBottomBoundary=t.height+de,this.gridRightBoundary=t.width+200,this.gridBottomBoundary=t.height+200};function ge(e,r,n){return r*(t.EXTENT/(e.tileSize*Math.pow(2,n-e.tileID.overscaledZ)))}ve.prototype.placeCollisionBox=function(t,e,r,n,i){var a=this.projectAndGetPerspectiveRatio(n,t.anchorPointX,t.anchorPointY),o=r*a.perspectiveRatio,s=t.x1*o+a.point.x,l=t.y1*o+a.point.y,u=t.x2*o+a.point.x,c=t.y2*o+a.point.y;return!this.isInsideGrid(s,l,u,c)||!e&&this.grid.hitTest(s,l,u,c,i)?{box:[],offscreen:!1}:{box:[s,l,u,c],offscreen:this.isOffscreen(s,l,u,c)}},ve.prototype.placeCollisionCircles=function(e,r,n,i,a,o,s,l,u,c,f,h,p){var d=[],v=new t.Point(r.anchorX,r.anchorY),g=re(v,o),y=ne(this.transform.cameraToCenterDistance,g.signedDistanceFromCamera),m=(c?a/y:a*y)/t.ONE_EM,x=re(v,s).point,b=oe(m,i,r.lineOffsetX*m,r.lineOffsetY*m,!1,x,v,r,n,s,{}),_=!1,w=!1,T=!0;if(b){for(var k=.5*h*y+p,A=new t.Point(-100,-100),M=new t.Point(this.screenRightBoundary,this.screenBottomBoundary),S=new $t,E=b.first,L=b.last,C=[],P=E.path.length-1;P>=1;P--)C.push(E.path[P]);for(var O=1;O<L.path.length;O++)C.push(L.path[O]);var I=2.5*k;if(l){var z=C.map((function(t){return re(t,l)}));C=z.some((function(t){return t.signedDistanceFromCamera<=0}))?[]:z.map((function(t){return t.point}))}var D=[];if(C.length>0){for(var R=C[0].clone(),F=C[0].clone(),B=1;B<C.length;B++)R.x=Math.min(R.x,C[B].x),R.y=Math.min(R.y,C[B].y),F.x=Math.max(F.x,C[B].x),F.y=Math.max(F.y,C[B].y);D=R.x>=A.x&&F.x<=M.x&&R.y>=A.y&&F.y<=M.y?[C]:F.x<A.x||R.x>M.x||F.y<A.y||R.y>M.y?[]:t.clipLine([C],A.x,A.y,M.x,M.y)}for(var N=0,j=D;N<j.length;N+=1){var U=j[N];S.reset(U,.25*k);var V;V=S.length<=.5*k?1:Math.ceil(S.paddedLength/I)+1;for(var q=0;q<V;q++){var H=q/Math.max(V-1,1),G=S.lerp(H),W=G.x+de,Y=G.y+de;d.push(W,Y,k,0);var X=W-k,Z=Y-k,K=W+k,J=Y+k;if(T=T&&this.isOffscreen(X,Z,K,J),w=w||this.isInsideGrid(X,Z,K,J),!e&&this.grid.hitTestCircle(W,Y,k,f)&&(_=!0,!u))return{circles:[],offscreen:!1,collisionDetected:_}}}}return{circles:!u&&_||!w?[]:d,offscreen:T,collisionDetected:_}},ve.prototype.queryRenderedSymbols=function(e){if(0===e.length||0===this.grid.keysLength()&&0===this.ignoredGrid.keysLength())return{};for(var r=[],n=1/0,i=1/0,a=-1/0,o=-1/0,s=0,l=e;s<l.length;s+=1){var u=l[s],c=new t.Point(u.x+de,u.y+de);n=Math.min(n,c.x),i=Math.min(i,c.y),a=Math.max(a,c.x),o=Math.max(o,c.y),r.push(c)}for(var f={},h={},p=0,d=this.grid.query(n,i,a,o).concat(this.ignoredGrid.query(n,i,a,o));p<d.length;p+=1){var v=d[p],g=v.key;if(void 0===f[g.bucketInstanceId]&&(f[g.bucketInstanceId]={}),!f[g.bucketInstanceId][g.featureIndex]){var y=[new t.Point(v.x1,v.y1),new t.Point(v.x2,v.y1),new t.Point(v.x2,v.y2),new t.Point(v.x1,v.y2)];t.polygonIntersectsPolygon(r,y)&&(f[g.bucketInstanceId][g.featureIndex]=!0,void 0===h[g.bucketInstanceId]&&(h[g.bucketInstanceId]=[]),h[g.bucketInstanceId].push(g.featureIndex))}}return h},ve.prototype.insertCollisionBox=function(t,e,r,n,i){var a={bucketInstanceId:r,featureIndex:n,collisionGroupID:i};(e?this.ignoredGrid:this.grid).insert(a,t[0],t[1],t[2],t[3])},ve.prototype.insertCollisionCircles=function(t,e,r,n,i){for(var a=e?this.ignoredGrid:this.grid,o={bucketInstanceId:r,featureIndex:n,collisionGroupID:i},s=0;s<t.length;s+=4)a.insertCircle(o,t[s],t[s+1],t[s+2])},ve.prototype.projectAndGetPerspectiveRatio=function(e,r,n){var i=[r,n,0,1];return pe(i,i,e),{point:new t.Point((i[0]/i[3]+1)/2*this.transform.width+de,(-i[1]/i[3]+1)/2*this.transform.height+de),perspectiveRatio:.5+this.transform.cameraToCenterDistance/i[3]*.5}},ve.prototype.isOffscreen=function(t,e,r,n){return r<de||t>=this.screenRightBoundary||n<de||e>this.screenBottomBoundary},ve.prototype.isInsideGrid=function(t,e,r,n){return r>=0&&t<this.gridRightBoundary&&n>=0&&e<this.gridBottomBoundary},ve.prototype.getViewportMatrix=function(){var e=t.identity([]);return t.translate(e,e,[-100,-100,0]),e};var ye=function(t,e,r,n){this.opacity=t?Math.max(0,Math.min(1,t.opacity+(t.placed?e:-e))):n&&r?1:0,this.placed=r};ye.prototype.isHidden=function(){return 0===this.opacity&&!this.placed};var me=function(t,e,r,n,i){this.text=new ye(t?t.text:null,e,r,i),this.icon=new ye(t?t.icon:null,e,n,i)};me.prototype.isHidden=function(){return this.text.isHidden()&&this.icon.isHidden()};var xe=function(t,e,r){this.text=t,this.icon=e,this.skipFade=r},be=function(){this.invProjMatrix=t.create(),this.viewportMatrix=t.create(),this.circles=[]},_e=function(t,e,r,n,i){this.bucketInstanceId=t,this.featureIndex=e,this.sourceLayerIndex=r,this.bucketIndex=n,this.tileID=i},we=function(t){this.crossSourceCollisions=t,this.maxGroupID=0,this.collisionGroups={}};function Te(e,r,n,i,a){var o=t.getAnchorAlignment(e),s=-(o.horizontalAlign-.5)*r,l=-(o.verticalAlign-.5)*n,u=t.evaluateVariableOffset(e,i);return new t.Point(s+u[0]*a,l+u[1]*a)}function ke(e,r,n,i,a,o){var s=e.x1,l=e.x2,u=e.y1,c=e.y2,f=e.anchorPointX,h=e.anchorPointY,p=new t.Point(r,n);return i&&p._rotate(a?o:-o),{x1:s+p.x,y1:u+p.y,x2:l+p.x,y2:c+p.y,anchorPointX:f,anchorPointY:h}}we.prototype.get=function(t){if(this.crossSourceCollisions)return{ID:0,predicate:null};if(!this.collisionGroups[t]){var e=++this.maxGroupID;this.collisionGroups[t]={ID:e,predicate:function(t){return t.collisionGroupID===e}}}return this.collisionGroups[t]};var Ae=function(t,e,r,n){this.transform=t.clone(),this.collisionIndex=new ve(this.transform),this.placements={},this.opacities={},this.variableOffsets={},this.stale=!1,this.commitTime=0,this.fadeDuration=e,this.retainedQueryData={},this.collisionGroups=new we(r),this.collisionCircleArrays={},this.prevPlacement=n,n&&(n.prevPlacement=void 0),this.placedOrientations={}};function Me(t,e,r,n,i){t.emplaceBack(e?1:0,r?1:0,n||0,i||0),t.emplaceBack(e?1:0,r?1:0,n||0,i||0),t.emplaceBack(e?1:0,r?1:0,n||0,i||0),t.emplaceBack(e?1:0,r?1:0,n||0,i||0)}Ae.prototype.getBucketParts=function(e,r,n,i){var a=n.getBucket(r),o=n.latestFeatureIndex;if(a&&o&&r.id===a.layerIds[0]){var s=n.collisionBoxArray,l=a.layers[0].layout,u=Math.pow(2,this.transform.zoom-n.tileID.overscaledZ),c=n.tileSize/t.EXTENT,f=this.transform.calculatePosMatrix(n.tileID.toUnwrapped()),h=\"map\"===l.get(\"text-pitch-alignment\"),p=\"map\"===l.get(\"text-rotation-alignment\"),d=ge(n,1,this.transform.zoom),v=te(f,h,p,this.transform,d),g=null;if(h){var y=ee(f,h,p,this.transform,d);g=t.multiply([],this.transform.labelPlaneMatrix,y)}this.retainedQueryData[a.bucketInstanceId]=new _e(a.bucketInstanceId,o,a.sourceLayerIndex,a.index,n.tileID);var m={bucket:a,layout:l,posMatrix:f,textLabelPlaneMatrix:v,labelToScreenMatrix:g,scale:u,textPixelRatio:c,holdingForFade:n.holdingForFade(),collisionBoxArray:s,partiallyEvaluatedTextSize:t.evaluateSizeForZoom(a.textSizeData,this.transform.zoom),collisionGroup:this.collisionGroups.get(a.sourceID)};if(i)for(var x=0,b=a.sortKeyRanges;x<b.length;x+=1){var _=b[x],w=_.sortKey,T=_.symbolInstanceStart,k=_.symbolInstanceEnd;e.push({sortKey:w,symbolInstanceStart:T,symbolInstanceEnd:k,parameters:m})}else e.push({symbolInstanceStart:0,symbolInstanceEnd:a.symbolInstances.length,parameters:m})}},Ae.prototype.attemptAnchorPlacement=function(t,e,r,n,i,a,o,s,l,u,c,f,h,p,d){var v,g=[f.textOffset0,f.textOffset1],y=Te(t,r,n,g,i),m=this.collisionIndex.placeCollisionBox(ke(e,y.x,y.y,a,o,this.transform.angle),c,s,l,u.predicate);if(!d||0!==this.collisionIndex.placeCollisionBox(ke(d,y.x,y.y,a,o,this.transform.angle),c,s,l,u.predicate).box.length)return m.box.length>0?(this.prevPlacement&&this.prevPlacement.variableOffsets[f.crossTileID]&&this.prevPlacement.placements[f.crossTileID]&&this.prevPlacement.placements[f.crossTileID].text&&(v=this.prevPlacement.variableOffsets[f.crossTileID].anchor),this.variableOffsets[f.crossTileID]={textOffset:g,width:r,height:n,anchor:t,textBoxScale:i,prevAnchor:v},this.markUsedJustification(h,t,f,p),h.allowVerticalPlacement&&(this.markUsedOrientation(h,p,f),this.placedOrientations[f.crossTileID]=p),{shift:y,placedGlyphBoxes:m}):void 0},Ae.prototype.placeLayerBucketPart=function(e,r,n){var i=this,a=e.parameters,o=a.bucket,s=a.layout,l=a.posMatrix,u=a.textLabelPlaneMatrix,c=a.labelToScreenMatrix,f=a.textPixelRatio,h=a.holdingForFade,p=a.collisionBoxArray,d=a.partiallyEvaluatedTextSize,v=a.collisionGroup,g=s.get(\"text-optional\"),y=s.get(\"icon-optional\"),m=s.get(\"text-allow-overlap\"),x=s.get(\"icon-allow-overlap\"),b=\"map\"===s.get(\"text-rotation-alignment\"),_=\"map\"===s.get(\"text-pitch-alignment\"),w=\"none\"!==s.get(\"icon-text-fit\"),T=\"viewport-y\"===s.get(\"symbol-z-order\"),k=m&&(x||!o.hasIconData()||y),A=x&&(m||!o.hasTextData()||g);!o.collisionArrays&&p&&o.deserializeCollisionBoxes(p);var M=function(e,a){if(!r[e.crossTileID])if(h)i.placements[e.crossTileID]=new xe(!1,!1,!1);else{var p,T=!1,M=!1,S=!0,E=null,L={box:null,offscreen:null},C={box:null,offscreen:null},P=null,O=null,I=0,z=0,D=0;a.textFeatureIndex?I=a.textFeatureIndex:e.useRuntimeCollisionCircles&&(I=e.featureIndex),a.verticalTextFeatureIndex&&(z=a.verticalTextFeatureIndex);var R=a.textBox;if(R){var F=function(r){var n=t.WritingMode.horizontal;if(o.allowVerticalPlacement&&!r&&i.prevPlacement){var a=i.prevPlacement.placedOrientations[e.crossTileID];a&&(i.placedOrientations[e.crossTileID]=a,n=a,i.markUsedOrientation(o,n,e))}return n},B=function(r,n){if(o.allowVerticalPlacement&&e.numVerticalGlyphVertices>0&&a.verticalTextBox)for(var i=0,s=o.writingModes;i<s.length&&(s[i]===t.WritingMode.vertical?(L=n(),C=L):L=r(),!(L&&L.box&&L.box.length));i+=1);else L=r()};if(s.get(\"text-variable-anchor\")){var N=s.get(\"text-variable-anchor\");if(i.prevPlacement&&i.prevPlacement.variableOffsets[e.crossTileID]){var j=i.prevPlacement.variableOffsets[e.crossTileID];N.indexOf(j.anchor)>0&&(N=N.filter((function(t){return t!==j.anchor}))).unshift(j.anchor)}var U=function(t,r,n){for(var a=t.x2-t.x1,s=t.y2-t.y1,u=e.textBoxScale,c=w&&!x?r:null,h={box:[],offscreen:!1},p=m?2*N.length:N.length,d=0;d<p;++d){var g=N[d%N.length],y=d>=N.length,k=i.attemptAnchorPlacement(g,t,a,s,u,b,_,f,l,v,y,e,o,n,c);if(k&&(h=k.placedGlyphBoxes)&&h.box&&h.box.length){T=!0,E=k.shift;break}}return h};B((function(){return U(R,a.iconBox,t.WritingMode.horizontal)}),(function(){var r=a.verticalTextBox,n=L&&L.box&&L.box.length;return o.allowVerticalPlacement&&!n&&e.numVerticalGlyphVertices>0&&r?U(r,a.verticalIconBox,t.WritingMode.vertical):{box:null,offscreen:null}})),L&&(T=L.box,S=L.offscreen);var V=F(L&&L.box);if(!T&&i.prevPlacement){var q=i.prevPlacement.variableOffsets[e.crossTileID];q&&(i.variableOffsets[e.crossTileID]=q,i.markUsedJustification(o,q.anchor,e,V))}}else{var H=function(t,r){var n=i.collisionIndex.placeCollisionBox(t,m,f,l,v.predicate);return n&&n.box&&n.box.length&&(i.markUsedOrientation(o,r,e),i.placedOrientations[e.crossTileID]=r),n};B((function(){return H(R,t.WritingMode.horizontal)}),(function(){var r=a.verticalTextBox;return o.allowVerticalPlacement&&e.numVerticalGlyphVertices>0&&r?H(r,t.WritingMode.vertical):{box:null,offscreen:null}})),F(L&&L.box&&L.box.length)}}if(T=(p=L)&&p.box&&p.box.length>0,S=p&&p.offscreen,e.useRuntimeCollisionCircles){var G=o.text.placedSymbolArray.get(e.centerJustifiedTextSymbolIndex),W=t.evaluateSizeForFeature(o.textSizeData,d,G),Y=s.get(\"text-padding\"),X=e.collisionCircleDiameter;P=i.collisionIndex.placeCollisionCircles(m,G,o.lineVertexArray,o.glyphOffsetArray,W,l,u,c,n,_,v.predicate,X,Y),T=m||P.circles.length>0&&!P.collisionDetected,S=S&&P.offscreen}if(a.iconFeatureIndex&&(D=a.iconFeatureIndex),a.iconBox){var Z=function(t){var e=w&&E?ke(t,E.x,E.y,b,_,i.transform.angle):t;return i.collisionIndex.placeCollisionBox(e,x,f,l,v.predicate)};M=C&&C.box&&C.box.length&&a.verticalIconBox?(O=Z(a.verticalIconBox)).box.length>0:(O=Z(a.iconBox)).box.length>0,S=S&&O.offscreen}var K=g||0===e.numHorizontalGlyphVertices&&0===e.numVerticalGlyphVertices,J=y||0===e.numIconVertices;if(K||J?J?K||(M=M&&T):T=M&&T:M=T=M&&T,T&&p&&p.box&&(C&&C.box&&z?i.collisionIndex.insertCollisionBox(p.box,s.get(\"text-ignore-placement\"),o.bucketInstanceId,z,v.ID):i.collisionIndex.insertCollisionBox(p.box,s.get(\"text-ignore-placement\"),o.bucketInstanceId,I,v.ID)),M&&O&&i.collisionIndex.insertCollisionBox(O.box,s.get(\"icon-ignore-placement\"),o.bucketInstanceId,D,v.ID),P&&(T&&i.collisionIndex.insertCollisionCircles(P.circles,s.get(\"text-ignore-placement\"),o.bucketInstanceId,I,v.ID),n)){var $=o.bucketInstanceId,Q=i.collisionCircleArrays[$];void 0===Q&&(Q=i.collisionCircleArrays[$]=new be);for(var tt=0;tt<P.circles.length;tt+=4)Q.circles.push(P.circles[tt+0]),Q.circles.push(P.circles[tt+1]),Q.circles.push(P.circles[tt+2]),Q.circles.push(P.collisionDetected?1:0)}i.placements[e.crossTileID]=new xe(T||k,M||A,S||o.justReloaded),r[e.crossTileID]=!0}};if(T)for(var S=o.getSortedSymbolIndexes(this.transform.angle),E=S.length-1;E>=0;--E){var L=S[E];M(o.symbolInstances.get(L),o.collisionArrays[L])}else for(var C=e.symbolInstanceStart;C<e.symbolInstanceEnd;C++)M(o.symbolInstances.get(C),o.collisionArrays[C]);if(n&&o.bucketInstanceId in this.collisionCircleArrays){var P=this.collisionCircleArrays[o.bucketInstanceId];t.invert(P.invProjMatrix,l),P.viewportMatrix=this.collisionIndex.getViewportMatrix()}o.justReloaded=!1},Ae.prototype.markUsedJustification=function(e,r,n,i){var a,o={left:n.leftJustifiedTextSymbolIndex,center:n.centerJustifiedTextSymbolIndex,right:n.rightJustifiedTextSymbolIndex};a=i===t.WritingMode.vertical?n.verticalPlacedTextSymbolIndex:o[t.getAnchorJustification(r)];for(var s=0,l=[n.leftJustifiedTextSymbolIndex,n.centerJustifiedTextSymbolIndex,n.rightJustifiedTextSymbolIndex,n.verticalPlacedTextSymbolIndex];s<l.length;s+=1){var u=l[s];u>=0&&(e.text.placedSymbolArray.get(u).crossTileID=a>=0&&u!==a?0:n.crossTileID)}},Ae.prototype.markUsedOrientation=function(e,r,n){for(var i=r===t.WritingMode.horizontal||r===t.WritingMode.horizontalOnly?r:0,a=r===t.WritingMode.vertical?r:0,o=0,s=[n.leftJustifiedTextSymbolIndex,n.centerJustifiedTextSymbolIndex,n.rightJustifiedTextSymbolIndex];o<s.length;o+=1){var l=s[o];e.text.placedSymbolArray.get(l).placedOrientation=i}n.verticalPlacedTextSymbolIndex&&(e.text.placedSymbolArray.get(n.verticalPlacedTextSymbolIndex).placedOrientation=a)},Ae.prototype.commit=function(t){this.commitTime=t,this.zoomAtLastRecencyCheck=this.transform.zoom;var e=this.prevPlacement,r=!1;this.prevZoomAdjustment=e?e.zoomAdjustment(this.transform.zoom):0;var n=e?e.symbolFadeChange(t):1,i=e?e.opacities:{},a=e?e.variableOffsets:{},o=e?e.placedOrientations:{};for(var s in this.placements){var l=this.placements[s],u=i[s];u?(this.opacities[s]=new me(u,n,l.text,l.icon),r=r||l.text!==u.text.placed||l.icon!==u.icon.placed):(this.opacities[s]=new me(null,n,l.text,l.icon,l.skipFade),r=r||l.text||l.icon)}for(var c in i){var f=i[c];if(!this.opacities[c]){var h=new me(f,n,!1,!1);h.isHidden()||(this.opacities[c]=h,r=r||f.text.placed||f.icon.placed)}}for(var p in a)this.variableOffsets[p]||!this.opacities[p]||this.opacities[p].isHidden()||(this.variableOffsets[p]=a[p]);for(var d in o)this.placedOrientations[d]||!this.opacities[d]||this.opacities[d].isHidden()||(this.placedOrientations[d]=o[d]);r?this.lastPlacementChangeTime=t:\"number\"!=typeof this.lastPlacementChangeTime&&(this.lastPlacementChangeTime=e?e.lastPlacementChangeTime:t)},Ae.prototype.updateLayerOpacities=function(t,e){for(var r={},n=0,i=e;n<i.length;n+=1){var a=i[n],o=a.getBucket(t);o&&a.latestFeatureIndex&&t.id===o.layerIds[0]&&this.updateBucketOpacities(o,r,a.collisionBoxArray)}},Ae.prototype.updateBucketOpacities=function(e,r,n){var i=this;e.hasTextData()&&e.text.opacityVertexArray.clear(),e.hasIconData()&&e.icon.opacityVertexArray.clear(),e.hasIconCollisionBoxData()&&e.iconCollisionBox.collisionVertexArray.clear(),e.hasTextCollisionBoxData()&&e.textCollisionBox.collisionVertexArray.clear();var a=e.layers[0].layout,o=new me(null,0,!1,!1,!0),s=a.get(\"text-allow-overlap\"),l=a.get(\"icon-allow-overlap\"),u=a.get(\"text-variable-anchor\"),c=\"map\"===a.get(\"text-rotation-alignment\"),f=\"map\"===a.get(\"text-pitch-alignment\"),h=\"none\"!==a.get(\"icon-text-fit\"),p=new me(null,0,s&&(l||!e.hasIconData()||a.get(\"icon-optional\")),l&&(s||!e.hasTextData()||a.get(\"text-optional\")),!0);!e.collisionArrays&&n&&(e.hasIconCollisionBoxData()||e.hasTextCollisionBoxData())&&e.deserializeCollisionBoxes(n);for(var d=function(t,e,r){for(var n=0;n<e/4;n++)t.opacityVertexArray.emplaceBack(r)},v=function(n){var a=e.symbolInstances.get(n),s=a.numHorizontalGlyphVertices,l=a.numVerticalGlyphVertices,v=a.crossTileID,g=r[v],y=i.opacities[v];g?y=o:y||(y=p,i.opacities[v]=y),r[v]=!0;var m=s>0||l>0,x=a.numIconVertices>0,b=i.placedOrientations[a.crossTileID],_=b===t.WritingMode.vertical,w=b===t.WritingMode.horizontal||b===t.WritingMode.horizontalOnly;if(m){var T=ze(y.text),k=_?De:T;d(e.text,s,k);var A=w?De:T;d(e.text,l,A);var M=y.text.isHidden();[a.rightJustifiedTextSymbolIndex,a.centerJustifiedTextSymbolIndex,a.leftJustifiedTextSymbolIndex].forEach((function(t){t>=0&&(e.text.placedSymbolArray.get(t).hidden=M||_?1:0)})),a.verticalPlacedTextSymbolIndex>=0&&(e.text.placedSymbolArray.get(a.verticalPlacedTextSymbolIndex).hidden=M||w?1:0);var S=i.variableOffsets[a.crossTileID];S&&i.markUsedJustification(e,S.anchor,a,b);var E=i.placedOrientations[a.crossTileID];E&&(i.markUsedJustification(e,\"left\",a,E),i.markUsedOrientation(e,E,a))}if(x){var L=ze(y.icon),C=!(h&&a.verticalPlacedIconSymbolIndex&&_);if(a.placedIconSymbolIndex>=0){var P=C?L:De;d(e.icon,a.numIconVertices,P),e.icon.placedSymbolArray.get(a.placedIconSymbolIndex).hidden=y.icon.isHidden()}if(a.verticalPlacedIconSymbolIndex>=0){var O=C?De:L;d(e.icon,a.numVerticalIconVertices,O),e.icon.placedSymbolArray.get(a.verticalPlacedIconSymbolIndex).hidden=y.icon.isHidden()}}if(e.hasIconCollisionBoxData()||e.hasTextCollisionBoxData()){var I=e.collisionArrays[n];if(I){var z=new t.Point(0,0);if(I.textBox||I.verticalTextBox){var D=!0;if(u){var R=i.variableOffsets[v];R?(z=Te(R.anchor,R.width,R.height,R.textOffset,R.textBoxScale),c&&z._rotate(f?i.transform.angle:-i.transform.angle)):D=!1}I.textBox&&Me(e.textCollisionBox.collisionVertexArray,y.text.placed,!D||_,z.x,z.y),I.verticalTextBox&&Me(e.textCollisionBox.collisionVertexArray,y.text.placed,!D||w,z.x,z.y)}var F=Boolean(!w&&I.verticalIconBox);I.iconBox&&Me(e.iconCollisionBox.collisionVertexArray,y.icon.placed,F,h?z.x:0,h?z.y:0),I.verticalIconBox&&Me(e.iconCollisionBox.collisionVertexArray,y.icon.placed,!F,h?z.x:0,h?z.y:0)}}},g=0;g<e.symbolInstances.length;g++)v(g);if(e.sortFeatures(this.transform.angle),this.retainedQueryData[e.bucketInstanceId]&&(this.retainedQueryData[e.bucketInstanceId].featureSortOrder=e.featureSortOrder),e.hasTextData()&&e.text.opacityVertexBuffer&&e.text.opacityVertexBuffer.updateData(e.text.opacityVertexArray),e.hasIconData()&&e.icon.opacityVertexBuffer&&e.icon.opacityVertexBuffer.updateData(e.icon.opacityVertexArray),e.hasIconCollisionBoxData()&&e.iconCollisionBox.collisionVertexBuffer&&e.iconCollisionBox.collisionVertexBuffer.updateData(e.iconCollisionBox.collisionVertexArray),e.hasTextCollisionBoxData()&&e.textCollisionBox.collisionVertexBuffer&&e.textCollisionBox.collisionVertexBuffer.updateData(e.textCollisionBox.collisionVertexArray),e.bucketInstanceId in this.collisionCircleArrays){var y=this.collisionCircleArrays[e.bucketInstanceId];e.placementInvProjMatrix=y.invProjMatrix,e.placementViewportMatrix=y.viewportMatrix,e.collisionCircleArray=y.circles,delete this.collisionCircleArrays[e.bucketInstanceId]}},Ae.prototype.symbolFadeChange=function(t){return 0===this.fadeDuration?1:(t-this.commitTime)/this.fadeDuration+this.prevZoomAdjustment},Ae.prototype.zoomAdjustment=function(t){return Math.max(0,(this.transform.zoom-t)/1.5)},Ae.prototype.hasTransitions=function(t){return this.stale||t-this.lastPlacementChangeTime<this.fadeDuration},Ae.prototype.stillRecent=function(t,e){var r=this.zoomAtLastRecencyCheck===e?1-this.zoomAdjustment(e):1;return this.zoomAtLastRecencyCheck=e,this.commitTime+this.fadeDuration*r>t},Ae.prototype.setStale=function(){this.stale=!0};var Se=Math.pow(2,25),Ee=Math.pow(2,24),Le=Math.pow(2,17),Ce=Math.pow(2,16),Pe=Math.pow(2,9),Oe=Math.pow(2,8),Ie=Math.pow(2,1);function ze(t){if(0===t.opacity&&!t.placed)return 0;if(1===t.opacity&&t.placed)return 4294967295;var e=t.placed?1:0,r=Math.floor(127*t.opacity);return r*Se+e*Ee+r*Le+e*Ce+r*Pe+e*Oe+r*Ie+e}var De=0,Re=function(t){this._sortAcrossTiles=\"viewport-y\"!==t.layout.get(\"symbol-z-order\")&&void 0!==t.layout.get(\"symbol-sort-key\").constantOr(1),this._currentTileIndex=0,this._currentPartIndex=0,this._seenCrossTileIDs={},this._bucketParts=[]};Re.prototype.continuePlacement=function(t,e,r,n,i){for(var a=this._bucketParts;this._currentTileIndex<t.length;){var o=t[this._currentTileIndex];if(e.getBucketParts(a,n,o,this._sortAcrossTiles),this._currentTileIndex++,i())return!0}for(this._sortAcrossTiles&&(this._sortAcrossTiles=!1,a.sort((function(t,e){return t.sortKey-e.sortKey})));this._currentPartIndex<a.length;){var s=a[this._currentPartIndex];if(e.placeLayerBucketPart(s,this._seenCrossTileIDs,r),this._currentPartIndex++,i())return!0}return!1};var Fe=function(t,e,r,n,i,a,o){this.placement=new Ae(t,i,a,o),this._currentPlacementIndex=e.length-1,this._forceFullPlacement=r,this._showCollisionBoxes=n,this._done=!1};Fe.prototype.isDone=function(){return this._done},Fe.prototype.continuePlacement=function(e,r,n){for(var i=this,a=t.browser.now(),o=function(){var e=t.browser.now()-a;return!i._forceFullPlacement&&e>2};this._currentPlacementIndex>=0;){var s=r[e[this._currentPlacementIndex]],l=this.placement.collisionIndex.transform.zoom;if(\"symbol\"===s.type&&(!s.minzoom||s.minzoom<=l)&&(!s.maxzoom||s.maxzoom>l)){if(this._inProgressLayer||(this._inProgressLayer=new Re(s)),this._inProgressLayer.continuePlacement(n[s.source],this.placement,this._showCollisionBoxes,s,o))return;delete this._inProgressLayer}this._currentPlacementIndex--}this._done=!0},Fe.prototype.commit=function(t){return this.placement.commit(t),this.placement};var Be=512/t.EXTENT/2,Ne=function(t,e,r){this.tileID=t,this.indexedSymbolInstances={},this.bucketInstanceId=r;for(var n=0;n<e.length;n++){var i=e.get(n),a=i.key;this.indexedSymbolInstances[a]||(this.indexedSymbolInstances[a]=[]),this.indexedSymbolInstances[a].push({crossTileID:i.crossTileID,coord:this.getScaledCoordinates(i,t)})}};Ne.prototype.getScaledCoordinates=function(e,r){var n=r.canonical.z-this.tileID.canonical.z,i=Be/Math.pow(2,n);return{x:Math.floor((r.canonical.x*t.EXTENT+e.anchorX)*i),y:Math.floor((r.canonical.y*t.EXTENT+e.anchorY)*i)}},Ne.prototype.findMatches=function(t,e,r){for(var n=this.tileID.canonical.z<e.canonical.z?1:Math.pow(2,this.tileID.canonical.z-e.canonical.z),i=0;i<t.length;i++){var a=t.get(i);if(!a.crossTileID){var o=this.indexedSymbolInstances[a.key];if(o)for(var s=this.getScaledCoordinates(a,e),l=0,u=o;l<u.length;l+=1){var c=u[l];if(Math.abs(c.coord.x-s.x)<=n&&Math.abs(c.coord.y-s.y)<=n&&!r[c.crossTileID]){r[c.crossTileID]=!0,a.crossTileID=c.crossTileID;break}}}}};var je=function(){this.maxCrossTileID=0};je.prototype.generate=function(){return++this.maxCrossTileID};var Ue=function(){this.indexes={},this.usedCrossTileIDs={},this.lng=0};Ue.prototype.handleWrapJump=function(t){var e=Math.round((t-this.lng)/360);if(0!==e)for(var r in this.indexes){var n=this.indexes[r],i={};for(var a in n){var o=n[a];o.tileID=o.tileID.unwrapTo(o.tileID.wrap+e),i[o.tileID.key]=o}this.indexes[r]=i}this.lng=t},Ue.prototype.addBucket=function(t,e,r){if(this.indexes[t.overscaledZ]&&this.indexes[t.overscaledZ][t.key]){if(this.indexes[t.overscaledZ][t.key].bucketInstanceId===e.bucketInstanceId)return!1;this.removeBucketCrossTileIDs(t.overscaledZ,this.indexes[t.overscaledZ][t.key])}for(var n=0;n<e.symbolInstances.length;n++)e.symbolInstances.get(n).crossTileID=0;this.usedCrossTileIDs[t.overscaledZ]||(this.usedCrossTileIDs[t.overscaledZ]={});var i=this.usedCrossTileIDs[t.overscaledZ];for(var a in this.indexes){var o=this.indexes[a];if(Number(a)>t.overscaledZ)for(var s in o){var l=o[s];l.tileID.isChildOf(t)&&l.findMatches(e.symbolInstances,t,i)}else{var u=o[t.scaledTo(Number(a)).key];u&&u.findMatches(e.symbolInstances,t,i)}}for(var c=0;c<e.symbolInstances.length;c++){var f=e.symbolInstances.get(c);f.crossTileID||(f.crossTileID=r.generate(),i[f.crossTileID]=!0)}return void 0===this.indexes[t.overscaledZ]&&(this.indexes[t.overscaledZ]={}),this.indexes[t.overscaledZ][t.key]=new Ne(t,e.symbolInstances,e.bucketInstanceId),!0},Ue.prototype.removeBucketCrossTileIDs=function(t,e){for(var r in e.indexedSymbolInstances)for(var n=0,i=e.indexedSymbolInstances[r];n<i.length;n+=1){var a=i[n];delete this.usedCrossTileIDs[t][a.crossTileID]}},Ue.prototype.removeStaleBuckets=function(t){var e=!1;for(var r in this.indexes){var n=this.indexes[r];for(var i in n)t[n[i].bucketInstanceId]||(this.removeBucketCrossTileIDs(r,n[i]),delete n[i],e=!0)}return e};var Ve=function(){this.layerIndexes={},this.crossTileIDs=new je,this.maxBucketInstanceId=0,this.bucketsInCurrentPlacement={}};Ve.prototype.addLayer=function(t,e,r){var n=this.layerIndexes[t.id];void 0===n&&(n=this.layerIndexes[t.id]=new Ue);var i=!1,a={};n.handleWrapJump(r);for(var o=0,s=e;o<s.length;o+=1){var l=s[o],u=l.getBucket(t);u&&t.id===u.layerIds[0]&&(u.bucketInstanceId||(u.bucketInstanceId=++this.maxBucketInstanceId),n.addBucket(l.tileID,u,this.crossTileIDs)&&(i=!0),a[u.bucketInstanceId]=!0)}return n.removeStaleBuckets(a)&&(i=!0),i},Ve.prototype.pruneUnusedLayers=function(t){var e={};for(var r in t.forEach((function(t){e[t]=!0})),this.layerIndexes)e[r]||delete this.layerIndexes[r]};var qe=function(e,r){return t.emitValidationErrors(e,r&&r.filter((function(t){return\"source.canvas\"!==t.identifier})))},He=t.pick(qt,[\"addLayer\",\"removeLayer\",\"setPaintProperty\",\"setLayoutProperty\",\"setFilter\",\"addSource\",\"removeSource\",\"setLayerZoomRange\",\"setLight\",\"setTransition\",\"setGeoJSONSourceData\"]),Ge=t.pick(qt,[\"setCenter\",\"setZoom\",\"setBearing\",\"setPitch\"]),We=function(){var e={},r=t.styleSpec.$version;for(var n in t.styleSpec.$root){var i=t.styleSpec.$root[n];if(i.required){var a;null!=(a=\"version\"===n?r:\"array\"===i.type?[]:{})&&(e[n]=a)}}return e}(),Ye=function(e){function r(n,i){var a=this;void 0===i&&(i={}),e.call(this),this.map=n,this.dispatcher=new A(jt(),this),this.imageManager=new h,this.imageManager.setEventedParent(this),this.glyphManager=new x(n._requestManager,i.localIdeographFontFamily),this.lineAtlas=new k(256,512),this.crossTileSymbolIndex=new Ve,this._layers={},this._serializedLayers={},this._order=[],this.sourceCaches={},this.zoomHistory=new t.ZoomHistory,this._loaded=!1,this._availableImages=[],this._resetUpdates(),this.dispatcher.broadcast(\"setReferrer\",t.getReferrer());var o=this;this._rtlTextPluginCallback=r.registerForPluginStateChange((function(e){var r={pluginStatus:e.pluginStatus,pluginURL:e.pluginURL};o.dispatcher.broadcast(\"syncRTLPluginState\",r,(function(e,r){if(t.triggerPluginCompletionEvent(e),r&&r.every((function(t){return t})))for(var n in o.sourceCaches)o.sourceCaches[n].reload()}))})),this.on(\"data\",(function(t){if(\"source\"===t.dataType&&\"metadata\"===t.sourceDataType){var e=a.sourceCaches[t.sourceId];if(e){var r=e.getSource();if(r&&r.vectorLayerIds)for(var n in a._layers){var i=a._layers[n];i.source===r.id&&a._validateLayer(i)}}}}))}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.loadURL=function(e,r){var n=this;void 0===r&&(r={}),this.fire(new t.Event(\"dataloading\",{dataType:\"style\"}));var i=\"boolean\"==typeof r.validate?r.validate:!t.isMapboxURL(e);e=this.map._requestManager.normalizeStyleURL(e,r.accessToken);var a=this.map._requestManager.transformRequest(e,t.ResourceType.Style);this._request=t.getJSON(a,(function(e,r){n._request=null,e?n.fire(new t.ErrorEvent(e)):r&&n._load(r,i)}))},r.prototype.loadJSON=function(e,r){var n=this;void 0===r&&(r={}),this.fire(new t.Event(\"dataloading\",{dataType:\"style\"})),this._request=t.browser.frame((function(){n._request=null,n._load(e,!1!==r.validate)}))},r.prototype.loadEmpty=function(){this.fire(new t.Event(\"dataloading\",{dataType:\"style\"})),this._load(We,!1)},r.prototype._load=function(e,r){if(!r||!qe(this,t.validateStyle(e))){for(var n in this._loaded=!0,this.stylesheet=e,e.sources)this.addSource(n,e.sources[n],{validate:!1});e.sprite?this._loadSprite(e.sprite):this.imageManager.setLoaded(!0),this.glyphManager.setURL(e.glyphs);var i=Vt(this.stylesheet.layers);this._order=i.map((function(t){return t.id})),this._layers={},this._serializedLayers={};for(var a=0,o=i;a<o.length;a+=1){var s=o[a];(s=t.createStyleLayer(s)).setEventedParent(this,{layer:{id:s.id}}),this._layers[s.id]=s,this._serializedLayers[s.id]=s.serialize()}this.dispatcher.broadcast(\"setLayers\",this._serializeLayers(this._order)),this.light=new T(this.stylesheet.light),this.fire(new t.Event(\"data\",{dataType:\"style\"})),this.fire(new t.Event(\"style.load\"))}},r.prototype._loadSprite=function(e){var r=this;this._spriteRequest=function(e,r,n){var i,a,o,s=t.browser.devicePixelRatio>1?\"@2x\":\"\",l=t.getJSON(r.transformRequest(r.normalizeSpriteURL(e,s,\".json\"),t.ResourceType.SpriteJSON),(function(t,e){l=null,o||(o=t,i=e,c())})),u=t.getImage(r.transformRequest(r.normalizeSpriteURL(e,s,\".png\"),t.ResourceType.SpriteImage),(function(t,e){u=null,o||(o=t,a=e,c())}));function c(){if(o)n(o);else if(i&&a){var e=t.browser.getImageData(a),r={};for(var s in i){var l=i[s],u=l.width,c=l.height,f=l.x,h=l.y,p=l.sdf,d=l.pixelRatio,v=l.stretchX,g=l.stretchY,y=l.content,m=new t.RGBAImage({width:u,height:c});t.RGBAImage.copy(e,m,{x:f,y:h},{x:0,y:0},{width:u,height:c}),r[s]={data:m,pixelRatio:d,sdf:p,stretchX:v,stretchY:g,content:y}}n(null,r)}}return{cancel:function(){l&&(l.cancel(),l=null),u&&(u.cancel(),u=null)}}}(e,this.map._requestManager,(function(e,n){if(r._spriteRequest=null,e)r.fire(new t.ErrorEvent(e));else if(n)for(var i in n)r.imageManager.addImage(i,n[i]);r.imageManager.setLoaded(!0),r._availableImages=r.imageManager.listImages(),r.dispatcher.broadcast(\"setImages\",r._availableImages),r.fire(new t.Event(\"data\",{dataType:\"style\"}))}))},r.prototype._validateLayer=function(e){var r=this.sourceCaches[e.source];if(r){var n=e.sourceLayer;if(n){var i=r.getSource();(\"geojson\"===i.type||i.vectorLayerIds&&-1===i.vectorLayerIds.indexOf(n))&&this.fire(new t.ErrorEvent(new Error('Source layer \"'+n+'\" does not exist on source \"'+i.id+'\" as specified by style layer \"'+e.id+'\"')))}}},r.prototype.loaded=function(){if(!this._loaded)return!1;if(Object.keys(this._updatedSources).length)return!1;for(var t in this.sourceCaches)if(!this.sourceCaches[t].loaded())return!1;return!!this.imageManager.isLoaded()},r.prototype._serializeLayers=function(t){for(var e=[],r=0,n=t;r<n.length;r+=1){var i=n[r],a=this._layers[i];\"custom\"!==a.type&&e.push(a.serialize())}return e},r.prototype.hasTransitions=function(){if(this.light&&this.light.hasTransition())return!0;for(var t in this.sourceCaches)if(this.sourceCaches[t].hasTransition())return!0;for(var e in this._layers)if(this._layers[e].hasTransition())return!0;return!1},r.prototype._checkLoaded=function(){if(!this._loaded)throw new Error(\"Style is not done loading\")},r.prototype.update=function(e){if(this._loaded){var r=this._changed;if(this._changed){var n=Object.keys(this._updatedLayers),i=Object.keys(this._removedLayers);for(var a in(n.length||i.length)&&this._updateWorkerLayers(n,i),this._updatedSources){var o=this._updatedSources[a];\"reload\"===o?this._reloadSource(a):\"clear\"===o&&this._clearSource(a)}for(var s in this._updateTilesForChangedImages(),this._updatedPaintProps)this._layers[s].updateTransitions(e);this.light.updateTransitions(e),this._resetUpdates()}var l={};for(var u in this.sourceCaches){var c=this.sourceCaches[u];l[u]=c.used,c.used=!1}for(var f=0,h=this._order;f<h.length;f+=1){var p=h[f],d=this._layers[p];d.recalculate(e,this._availableImages),!d.isHidden(e.zoom)&&d.source&&(this.sourceCaches[d.source].used=!0)}for(var v in l){var g=this.sourceCaches[v];l[v]!==g.used&&g.fire(new t.Event(\"data\",{sourceDataType:\"visibility\",dataType:\"source\",sourceId:v}))}this.light.recalculate(e),this.z=e.zoom,r&&this.fire(new t.Event(\"data\",{dataType:\"style\"}))}},r.prototype._updateTilesForChangedImages=function(){var t=Object.keys(this._changedImages);if(t.length){for(var e in this.sourceCaches)this.sourceCaches[e].reloadTilesForDependencies([\"icons\",\"patterns\"],t);this._changedImages={}}},r.prototype._updateWorkerLayers=function(t,e){this.dispatcher.broadcast(\"updateLayers\",{layers:this._serializeLayers(t),removedIds:e})},r.prototype._resetUpdates=function(){this._changed=!1,this._updatedLayers={},this._removedLayers={},this._updatedSources={},this._updatedPaintProps={},this._changedImages={}},r.prototype.setState=function(e){var r=this;if(this._checkLoaded(),qe(this,t.validateStyle(e)))return!1;(e=t.clone$1(e)).layers=Vt(e.layers);var n=Jt(this.serialize(),e).filter((function(t){return!(t.command in Ge)}));if(0===n.length)return!1;var i=n.filter((function(t){return!(t.command in He)}));if(i.length>0)throw new Error(\"Unimplemented: \"+i.map((function(t){return t.command})).join(\", \")+\".\");return n.forEach((function(t){\"setTransition\"!==t.command&&r[t.command].apply(r,t.args)})),this.stylesheet=e,!0},r.prototype.addImage=function(e,r){if(this.getImage(e))return this.fire(new t.ErrorEvent(new Error(\"An image with this name already exists.\")));this.imageManager.addImage(e,r),this._afterImageUpdated(e)},r.prototype.updateImage=function(t,e){this.imageManager.updateImage(t,e)},r.prototype.getImage=function(t){return this.imageManager.getImage(t)},r.prototype.removeImage=function(e){if(!this.getImage(e))return this.fire(new t.ErrorEvent(new Error(\"No image with this name exists.\")));this.imageManager.removeImage(e),this._afterImageUpdated(e)},r.prototype._afterImageUpdated=function(e){this._availableImages=this.imageManager.listImages(),this._changedImages[e]=!0,this._changed=!0,this.dispatcher.broadcast(\"setImages\",this._availableImages),this.fire(new t.Event(\"data\",{dataType:\"style\"}))},r.prototype.listImages=function(){return this._checkLoaded(),this.imageManager.listImages()},r.prototype.addSource=function(e,r,n){var i=this;if(void 0===n&&(n={}),this._checkLoaded(),void 0!==this.sourceCaches[e])throw new Error(\"There is already a source with this ID\");if(!r.type)throw new Error(\"The type property must be defined, but only the following properties were given: \"+Object.keys(r).join(\", \")+\".\");if(!([\"vector\",\"raster\",\"geojson\",\"video\",\"image\"].indexOf(r.type)>=0&&this._validate(t.validateStyle.source,\"sources.\"+e,r,null,n))){this.map&&this.map._collectResourceTiming&&(r.collectResourceTiming=!0);var a=this.sourceCaches[e]=new Ot(e,r,this.dispatcher);a.style=this,a.setEventedParent(this,(function(){return{isSourceLoaded:i.loaded(),source:a.serialize(),sourceId:e}})),a.onAdd(this.map),this._changed=!0}},r.prototype.removeSource=function(e){if(this._checkLoaded(),void 0===this.sourceCaches[e])throw new Error(\"There is no source with this ID\");for(var r in this._layers)if(this._layers[r].source===e)return this.fire(new t.ErrorEvent(new Error('Source \"'+e+'\" cannot be removed while layer \"'+r+'\" is using it.')));var n=this.sourceCaches[e];delete this.sourceCaches[e],delete this._updatedSources[e],n.fire(new t.Event(\"data\",{sourceDataType:\"metadata\",dataType:\"source\",sourceId:e})),n.setEventedParent(null),n.clearTiles(),n.onRemove&&n.onRemove(this.map),this._changed=!0},r.prototype.setGeoJSONSourceData=function(t,e){this._checkLoaded(),this.sourceCaches[t].getSource().setData(e),this._changed=!0},r.prototype.getSource=function(t){return this.sourceCaches[t]&&this.sourceCaches[t].getSource()},r.prototype.addLayer=function(e,r,n){void 0===n&&(n={}),this._checkLoaded();var i=e.id;if(this.getLayer(i))this.fire(new t.ErrorEvent(new Error('Layer with id \"'+i+'\" already exists on this map')));else{var a;if(\"custom\"===e.type){if(qe(this,t.validateCustomStyleLayer(e)))return;a=t.createStyleLayer(e)}else{if(\"object\"==typeof e.source&&(this.addSource(i,e.source),e=t.clone$1(e),e=t.extend(e,{source:i})),this._validate(t.validateStyle.layer,\"layers.\"+i,e,{arrayIndex:-1},n))return;a=t.createStyleLayer(e),this._validateLayer(a),a.setEventedParent(this,{layer:{id:i}}),this._serializedLayers[a.id]=a.serialize()}var o=r?this._order.indexOf(r):this._order.length;if(r&&-1===o)this.fire(new t.ErrorEvent(new Error('Layer with id \"'+r+'\" does not exist on this map.')));else{if(this._order.splice(o,0,i),this._layerOrderChanged=!0,this._layers[i]=a,this._removedLayers[i]&&a.source&&\"custom\"!==a.type){var s=this._removedLayers[i];delete this._removedLayers[i],s.type!==a.type?this._updatedSources[a.source]=\"clear\":(this._updatedSources[a.source]=\"reload\",this.sourceCaches[a.source].pause())}this._updateLayer(a),a.onAdd&&a.onAdd(this.map)}}},r.prototype.moveLayer=function(e,r){if(this._checkLoaded(),this._changed=!0,this._layers[e]){if(e!==r){var n=this._order.indexOf(e);this._order.splice(n,1);var i=r?this._order.indexOf(r):this._order.length;r&&-1===i?this.fire(new t.ErrorEvent(new Error('Layer with id \"'+r+'\" does not exist on this map.'))):(this._order.splice(i,0,e),this._layerOrderChanged=!0)}}else this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be moved.\")))},r.prototype.removeLayer=function(e){this._checkLoaded();var r=this._layers[e];if(r){r.setEventedParent(null);var n=this._order.indexOf(e);this._order.splice(n,1),this._layerOrderChanged=!0,this._changed=!0,this._removedLayers[e]=r,delete this._layers[e],delete this._serializedLayers[e],delete this._updatedLayers[e],delete this._updatedPaintProps[e],r.onRemove&&r.onRemove(this.map)}else this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be removed.\")))},r.prototype.getLayer=function(t){return this._layers[t]},r.prototype.hasLayer=function(t){return t in this._layers},r.prototype.setLayerZoomRange=function(e,r,n){this._checkLoaded();var i=this.getLayer(e);i?i.minzoom===r&&i.maxzoom===n||(null!=r&&(i.minzoom=r),null!=n&&(i.maxzoom=n),this._updateLayer(i)):this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot have zoom extent.\")))},r.prototype.setFilter=function(e,r,n){void 0===n&&(n={}),this._checkLoaded();var i=this.getLayer(e);if(i){if(!t.deepEqual(i.filter,r))return null==r?(i.filter=void 0,void this._updateLayer(i)):void(this._validate(t.validateStyle.filter,\"layers.\"+i.id+\".filter\",r,null,n)||(i.filter=t.clone$1(r),this._updateLayer(i)))}else this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be filtered.\")))},r.prototype.getFilter=function(e){return t.clone$1(this.getLayer(e).filter)},r.prototype.setLayoutProperty=function(e,r,n,i){void 0===i&&(i={}),this._checkLoaded();var a=this.getLayer(e);a?t.deepEqual(a.getLayoutProperty(r),n)||(a.setLayoutProperty(r,n,i),this._updateLayer(a)):this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be styled.\")))},r.prototype.getLayoutProperty=function(e,r){var n=this.getLayer(e);if(n)return n.getLayoutProperty(r);this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style.\")))},r.prototype.setPaintProperty=function(e,r,n,i){void 0===i&&(i={}),this._checkLoaded();var a=this.getLayer(e);a?t.deepEqual(a.getPaintProperty(r),n)||(a.setPaintProperty(r,n,i)&&this._updateLayer(a),this._changed=!0,this._updatedPaintProps[e]=!0):this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be styled.\")))},r.prototype.getPaintProperty=function(t,e){return this.getLayer(t).getPaintProperty(e)},r.prototype.setFeatureState=function(e,r){this._checkLoaded();var n=e.source,i=e.sourceLayer,a=this.sourceCaches[n];if(void 0!==a){var o=a.getSource().type;\"geojson\"===o&&i?this.fire(new t.ErrorEvent(new Error(\"GeoJSON sources cannot have a sourceLayer parameter.\"))):\"vector\"!==o||i?(void 0===e.id&&this.fire(new t.ErrorEvent(new Error(\"The feature id parameter must be provided.\"))),a.setFeatureState(i,e.id,r)):this.fire(new t.ErrorEvent(new Error(\"The sourceLayer parameter must be provided for vector source types.\")))}else this.fire(new t.ErrorEvent(new Error(\"The source '\"+n+\"' does not exist in the map's style.\")))},r.prototype.removeFeatureState=function(e,r){this._checkLoaded();var n=e.source,i=this.sourceCaches[n];if(void 0!==i){var a=i.getSource().type,o=\"vector\"===a?e.sourceLayer:void 0;\"vector\"!==a||o?r&&\"string\"!=typeof e.id&&\"number\"!=typeof e.id?this.fire(new t.ErrorEvent(new Error(\"A feature id is required to remove its specific state property.\"))):i.removeFeatureState(o,e.id,r):this.fire(new t.ErrorEvent(new Error(\"The sourceLayer parameter must be provided for vector source types.\")))}else this.fire(new t.ErrorEvent(new Error(\"The source '\"+n+\"' does not exist in the map's style.\")))},r.prototype.getFeatureState=function(e){this._checkLoaded();var r=e.source,n=e.sourceLayer,i=this.sourceCaches[r];if(void 0!==i){if(\"vector\"!==i.getSource().type||n)return void 0===e.id&&this.fire(new t.ErrorEvent(new Error(\"The feature id parameter must be provided.\"))),i.getFeatureState(n,e.id);this.fire(new t.ErrorEvent(new Error(\"The sourceLayer parameter must be provided for vector source types.\")))}else this.fire(new t.ErrorEvent(new Error(\"The source '\"+r+\"' does not exist in the map's style.\")))},r.prototype.getTransition=function(){return t.extend({duration:300,delay:0},this.stylesheet&&this.stylesheet.transition)},r.prototype.serialize=function(){return t.filterObject({version:this.stylesheet.version,name:this.stylesheet.name,metadata:this.stylesheet.metadata,light:this.stylesheet.light,center:this.stylesheet.center,zoom:this.stylesheet.zoom,bearing:this.stylesheet.bearing,pitch:this.stylesheet.pitch,sprite:this.stylesheet.sprite,glyphs:this.stylesheet.glyphs,transition:this.stylesheet.transition,sources:t.mapObject(this.sourceCaches,(function(t){return t.serialize()})),layers:this._serializeLayers(this._order)},(function(t){return void 0!==t}))},r.prototype._updateLayer=function(t){this._updatedLayers[t.id]=!0,t.source&&!this._updatedSources[t.source]&&\"raster\"!==this.sourceCaches[t.source].getSource().type&&(this._updatedSources[t.source]=\"reload\",this.sourceCaches[t.source].pause()),this._changed=!0},r.prototype._flattenAndSortRenderedFeatures=function(t){for(var e=this,r=function(t){return\"fill-extrusion\"===e._layers[t].type},n={},i=[],a=this._order.length-1;a>=0;a--){var o=this._order[a];if(r(o)){n[o]=a;for(var s=0,l=t;s<l.length;s+=1){var u=l[s][o];if(u)for(var c=0,f=u;c<f.length;c+=1){var h=f[c];i.push(h)}}}}i.sort((function(t,e){return e.intersectionZ-t.intersectionZ}));for(var p=[],d=this._order.length-1;d>=0;d--){var v=this._order[d];if(r(v))for(var g=i.length-1;g>=0;g--){var y=i[g].feature;if(n[y.layer.id]<d)break;p.push(y),i.pop()}else for(var m=0,x=t;m<x.length;m+=1){var b=x[m][v];if(b)for(var _=0,w=b;_<w.length;_+=1){var T=w[_];p.push(T.feature)}}}return p},r.prototype.queryRenderedFeatures=function(e,r,n){r&&r.filter&&this._validate(t.validateStyle.filter,\"queryRenderedFeatures.filter\",r.filter,null,r);var i={};if(r&&r.layers){if(!Array.isArray(r.layers))return this.fire(new t.ErrorEvent(new Error(\"parameters.layers must be an Array.\"))),[];for(var a=0,o=r.layers;a<o.length;a+=1){var s=o[a],l=this._layers[s];if(!l)return this.fire(new t.ErrorEvent(new Error(\"The layer '\"+s+\"' does not exist in the map's style and cannot be queried for features.\"))),[];i[l.source]=!0}}var u=[];for(var c in r.availableImages=this._availableImages,this.sourceCaches)r.layers&&!i[c]||u.push(B(this.sourceCaches[c],this._layers,this._serializedLayers,e,r,n));return this.placement&&u.push(function(t,e,r,n,i,a,o){for(var s={},l=a.queryRenderedSymbols(n),u=[],c=0,f=Object.keys(l).map(Number);c<f.length;c+=1){var h=f[c];u.push(o[h])}u.sort(N);for(var p=function(){var r=v[d],n=r.featureIndex.lookupSymbolFeatures(l[r.bucketInstanceId],e,r.bucketIndex,r.sourceLayerIndex,i.filter,i.layers,i.availableImages,t);for(var a in n){var o=s[a]=s[a]||[],u=n[a];u.sort((function(t,e){var n=r.featureSortOrder;if(n){var i=n.indexOf(t.featureIndex);return n.indexOf(e.featureIndex)-i}return e.featureIndex-t.featureIndex}));for(var c=0,f=u;c<f.length;c+=1){var h=f[c];o.push(h)}}},d=0,v=u;d<v.length;d+=1)p();var g=function(e){s[e].forEach((function(n){var i=n.feature,a=t[e],o=r[a.source].getFeatureState(i.layer[\"source-layer\"],i.id);i.source=i.layer.source,i.layer[\"source-layer\"]&&(i.sourceLayer=i.layer[\"source-layer\"]),i.state=o}))};for(var y in s)g(y);return s}(this._layers,this._serializedLayers,this.sourceCaches,e,r,this.placement.collisionIndex,this.placement.retainedQueryData)),this._flattenAndSortRenderedFeatures(u)},r.prototype.querySourceFeatures=function(e,r){r&&r.filter&&this._validate(t.validateStyle.filter,\"querySourceFeatures.filter\",r.filter,null,r);var n=this.sourceCaches[e];return n?function(t,e){for(var r=t.getRenderableIds().map((function(e){return t.getTileByID(e)})),n=[],i={},a=0;a<r.length;a++){var o=r[a],s=o.tileID.canonical.key;i[s]||(i[s]=!0,o.querySourceFeatures(n,e))}return n}(n,r):[]},r.prototype.addSourceType=function(t,e,n){return r.getSourceType(t)?n(new Error('A source type called \"'+t+'\" already exists.')):(r.setSourceType(t,e),e.workerSourceURL?void this.dispatcher.broadcast(\"loadWorkerSource\",{name:t,url:e.workerSourceURL},n):n(null,null))},r.prototype.getLight=function(){return this.light.getLight()},r.prototype.setLight=function(e,r){void 0===r&&(r={}),this._checkLoaded();var n=this.light.getLight(),i=!1;for(var a in e)if(!t.deepEqual(e[a],n[a])){i=!0;break}if(i){var o={now:t.browser.now(),transition:t.extend({duration:300,delay:0},this.stylesheet.transition)};this.light.setLight(e,r),this.light.updateTransitions(o)}},r.prototype._validate=function(e,r,n,i,a){return void 0===a&&(a={}),(!a||!1!==a.validate)&&qe(this,e.call(t.validateStyle,t.extend({key:r,style:this.serialize(),value:n,styleSpec:t.styleSpec},i)))},r.prototype._remove=function(){for(var e in this._request&&(this._request.cancel(),this._request=null),this._spriteRequest&&(this._spriteRequest.cancel(),this._spriteRequest=null),t.evented.off(\"pluginStateChange\",this._rtlTextPluginCallback),this._layers)this._layers[e].setEventedParent(null);for(var r in this.sourceCaches)this.sourceCaches[r].clearTiles(),this.sourceCaches[r].setEventedParent(null);this.imageManager.setEventedParent(null),this.setEventedParent(null),this.dispatcher.remove()},r.prototype._clearSource=function(t){this.sourceCaches[t].clearTiles()},r.prototype._reloadSource=function(t){this.sourceCaches[t].resume(),this.sourceCaches[t].reload()},r.prototype._updateSources=function(t){for(var e in this.sourceCaches)this.sourceCaches[e].update(t)},r.prototype._generateCollisionBoxes=function(){for(var t in this.sourceCaches)this._reloadSource(t)},r.prototype._updatePlacement=function(e,r,n,i,a){void 0===a&&(a=!1);for(var o=!1,s=!1,l={},u=0,c=this._order;u<c.length;u+=1){var f=c[u],h=this._layers[f];if(\"symbol\"===h.type){if(!l[h.source]){var p=this.sourceCaches[h.source];l[h.source]=p.getRenderableIds(!0).map((function(t){return p.getTileByID(t)})).sort((function(t,e){return e.tileID.overscaledZ-t.tileID.overscaledZ||(t.tileID.isLessThan(e.tileID)?-1:1)}))}var d=this.crossTileSymbolIndex.addLayer(h,l[h.source],e.center.lng);o=o||d}}if(this.crossTileSymbolIndex.pruneUnusedLayers(this._order),((a=a||this._layerOrderChanged||0===n)||!this.pauseablePlacement||this.pauseablePlacement.isDone()&&!this.placement.stillRecent(t.browser.now(),e.zoom))&&(this.pauseablePlacement=new Fe(e,this._order,a,r,n,i,this.placement),this._layerOrderChanged=!1),this.pauseablePlacement.isDone()?this.placement.setStale():(this.pauseablePlacement.continuePlacement(this._order,this._layers,l),this.pauseablePlacement.isDone()&&(this.placement=this.pauseablePlacement.commit(t.browser.now()),s=!0),o&&this.pauseablePlacement.placement.setStale()),s||o)for(var v=0,g=this._order;v<g.length;v+=1){var y=g[v],m=this._layers[y];\"symbol\"===m.type&&this.placement.updateLayerOpacities(m,l[m.source])}return!this.pauseablePlacement.isDone()||this.placement.hasTransitions(t.browser.now())},r.prototype._releaseSymbolFadeTiles=function(){for(var t in this.sourceCaches)this.sourceCaches[t].releaseSymbolFadeTiles()},r.prototype.getImages=function(t,e,r){this.imageManager.getImages(e.icons,r),this._updateTilesForChangedImages();var n=this.sourceCaches[e.source];n&&n.setDependencies(e.tileID.key,e.type,e.icons)},r.prototype.getGlyphs=function(t,e,r){this.glyphManager.getGlyphs(e.stacks,r)},r.prototype.getResource=function(e,r,n){return t.makeRequest(r,n)},r}(t.Evented);Ye.getSourceType=function(t){return R[t]},Ye.setSourceType=function(t,e){R[t]=e},Ye.registerForPluginStateChange=t.registerForPluginStateChange;var Xe=t.createLayout([{name:\"a_pos\",type:\"Int16\",components:2}]),Ze=_r(\"#ifdef GL_ES\\nprecision mediump float;\\n#else\\n#if !defined(lowp)\\n#define lowp\\n#endif\\n#if !defined(mediump)\\n#define mediump\\n#endif\\n#if !defined(highp)\\n#define highp\\n#endif\\n#endif\",\"#ifdef GL_ES\\nprecision highp float;\\n#else\\n#if !defined(lowp)\\n#define lowp\\n#endif\\n#if !defined(mediump)\\n#define mediump\\n#endif\\n#if !defined(highp)\\n#define highp\\n#endif\\n#endif\\nvec2 unpack_float(const float packedValue) {int packedIntValue=int(packedValue);int v0=packedIntValue/256;return vec2(v0,packedIntValue-v0*256);}vec2 unpack_opacity(const float packedOpacity) {int intOpacity=int(packedOpacity)/2;return vec2(float(intOpacity)/127.0,mod(packedOpacity,2.0));}vec4 decode_color(const vec2 encodedColor) {return vec4(unpack_float(encodedColor[0])/255.0,unpack_float(encodedColor[1])/255.0\\n);}float unpack_mix_vec2(const vec2 packedValue,const float t) {return mix(packedValue[0],packedValue[1],t);}vec4 unpack_mix_color(const vec4 packedColors,const float t) {vec4 minColor=decode_color(vec2(packedColors[0],packedColors[1]));vec4 maxColor=decode_color(vec2(packedColors[2],packedColors[3]));return mix(minColor,maxColor,t);}vec2 get_pattern_pos(const vec2 pixel_coord_upper,const vec2 pixel_coord_lower,const vec2 pattern_size,const float tile_units_to_pixels,const vec2 pos) {vec2 offset=mod(mod(mod(pixel_coord_upper,pattern_size)*256.0,pattern_size)*256.0+pixel_coord_lower,pattern_size);return (tile_units_to_pixels*pos+offset)/pattern_size;}\"),Ke=_r(\"uniform vec4 u_color;uniform float u_opacity;void main() {gl_FragColor=u_color*u_opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"attribute vec2 a_pos;uniform mat4 u_matrix;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);}\"),Je=_r(\"uniform vec2 u_pattern_tl_a;uniform vec2 u_pattern_br_a;uniform vec2 u_pattern_tl_b;uniform vec2 u_pattern_br_b;uniform vec2 u_texsize;uniform float u_mix;uniform float u_opacity;uniform sampler2D u_image;varying vec2 v_pos_a;varying vec2 v_pos_b;void main() {vec2 imagecoord=mod(v_pos_a,1.0);vec2 pos=mix(u_pattern_tl_a/u_texsize,u_pattern_br_a/u_texsize,imagecoord);vec4 color1=texture2D(u_image,pos);vec2 imagecoord_b=mod(v_pos_b,1.0);vec2 pos2=mix(u_pattern_tl_b/u_texsize,u_pattern_br_b/u_texsize,imagecoord_b);vec4 color2=texture2D(u_image,pos2);gl_FragColor=mix(color1,color2,u_mix)*u_opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_pattern_size_a;uniform vec2 u_pattern_size_b;uniform vec2 u_pixel_coord_upper;uniform vec2 u_pixel_coord_lower;uniform float u_scale_a;uniform float u_scale_b;uniform float u_tile_units_to_pixels;attribute vec2 a_pos;varying vec2 v_pos_a;varying vec2 v_pos_b;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);v_pos_a=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,u_scale_a*u_pattern_size_a,u_tile_units_to_pixels,a_pos);v_pos_b=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,u_scale_b*u_pattern_size_b,u_tile_units_to_pixels,a_pos);}\"),$e=_r(\"varying vec3 v_data;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define mediump float radius\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define highp vec4 stroke_color\\n#pragma mapbox: define mediump float stroke_width\\n#pragma mapbox: define lowp float stroke_opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize mediump float radius\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize highp vec4 stroke_color\\n#pragma mapbox: initialize mediump float stroke_width\\n#pragma mapbox: initialize lowp float stroke_opacity\\nvec2 extrude=v_data.xy;float extrude_length=length(extrude);lowp float antialiasblur=v_data.z;float antialiased_blur=-max(blur,antialiasblur);float opacity_t=smoothstep(0.0,antialiased_blur,extrude_length-1.0);float color_t=stroke_width < 0.01 ? 0.0 : smoothstep(antialiased_blur,0.0,extrude_length-radius/(radius+stroke_width));gl_FragColor=opacity_t*mix(color*opacity,stroke_color*stroke_opacity,color_t);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform bool u_scale_with_map;uniform bool u_pitch_with_map;uniform vec2 u_extrude_scale;uniform lowp float u_device_pixel_ratio;uniform highp float u_camera_to_center_distance;attribute vec2 a_pos;varying vec3 v_data;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define mediump float radius\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define highp vec4 stroke_color\\n#pragma mapbox: define mediump float stroke_width\\n#pragma mapbox: define lowp float stroke_opacity\\nvoid main(void) {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize mediump float radius\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize highp vec4 stroke_color\\n#pragma mapbox: initialize mediump float stroke_width\\n#pragma mapbox: initialize lowp float stroke_opacity\\nvec2 extrude=vec2(mod(a_pos,2.0)*2.0-1.0);vec2 circle_center=floor(a_pos*0.5);if (u_pitch_with_map) {vec2 corner_position=circle_center;if (u_scale_with_map) {corner_position+=extrude*(radius+stroke_width)*u_extrude_scale;} else {vec4 projected_center=u_matrix*vec4(circle_center,0,1);corner_position+=extrude*(radius+stroke_width)*u_extrude_scale*(projected_center.w/u_camera_to_center_distance);}gl_Position=u_matrix*vec4(corner_position,0,1);} else {gl_Position=u_matrix*vec4(circle_center,0,1);if (u_scale_with_map) {gl_Position.xy+=extrude*(radius+stroke_width)*u_extrude_scale*u_camera_to_center_distance;} else {gl_Position.xy+=extrude*(radius+stroke_width)*u_extrude_scale*gl_Position.w;}}lowp float antialiasblur=1.0/u_device_pixel_ratio/(radius+stroke_width);v_data=vec3(extrude.x,extrude.y,antialiasblur);}\"),Qe=_r(\"void main() {gl_FragColor=vec4(1.0);}\",\"attribute vec2 a_pos;uniform mat4 u_matrix;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);}\"),tr=_r(\"uniform highp float u_intensity;varying vec2 v_extrude;\\n#pragma mapbox: define highp float weight\\n#define GAUSS_COEF 0.3989422804014327\\nvoid main() {\\n#pragma mapbox: initialize highp float weight\\nfloat d=-0.5*3.0*3.0*dot(v_extrude,v_extrude);float val=weight*u_intensity*GAUSS_COEF*exp(d);gl_FragColor=vec4(val,1.0,1.0,1.0);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform float u_extrude_scale;uniform float u_opacity;uniform float u_intensity;attribute vec2 a_pos;varying vec2 v_extrude;\\n#pragma mapbox: define highp float weight\\n#pragma mapbox: define mediump float radius\\nconst highp float ZERO=1.0/255.0/16.0;\\n#define GAUSS_COEF 0.3989422804014327\\nvoid main(void) {\\n#pragma mapbox: initialize highp float weight\\n#pragma mapbox: initialize mediump float radius\\nvec2 unscaled_extrude=vec2(mod(a_pos,2.0)*2.0-1.0);float S=sqrt(-2.0*log(ZERO/weight/u_intensity/GAUSS_COEF))/3.0;v_extrude=S*unscaled_extrude;vec2 extrude=v_extrude*radius*u_extrude_scale;vec4 pos=vec4(floor(a_pos*0.5)+extrude,0,1);gl_Position=u_matrix*pos;}\"),er=_r(\"uniform sampler2D u_image;uniform sampler2D u_color_ramp;uniform float u_opacity;varying vec2 v_pos;void main() {float t=texture2D(u_image,v_pos).r;vec4 color=texture2D(u_color_ramp,vec2(t,0.5));gl_FragColor=color*u_opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(0.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_world;attribute vec2 a_pos;varying vec2 v_pos;void main() {gl_Position=u_matrix*vec4(a_pos*u_world,0,1);v_pos.x=a_pos.x;v_pos.y=1.0-a_pos.y;}\"),rr=_r(\"varying float v_placed;varying float v_notUsed;void main() {float alpha=0.5;gl_FragColor=vec4(1.0,0.0,0.0,1.0)*alpha;if (v_placed > 0.5) {gl_FragColor=vec4(0.0,0.0,1.0,0.5)*alpha;}if (v_notUsed > 0.5) {gl_FragColor*=.1;}}\",\"attribute vec2 a_pos;attribute vec2 a_anchor_pos;attribute vec2 a_extrude;attribute vec2 a_placed;attribute vec2 a_shift;uniform mat4 u_matrix;uniform vec2 u_extrude_scale;uniform float u_camera_to_center_distance;varying float v_placed;varying float v_notUsed;void main() {vec4 projectedPoint=u_matrix*vec4(a_anchor_pos,0,1);highp float camera_to_anchor_distance=projectedPoint.w;highp float collision_perspective_ratio=clamp(0.5+0.5*(u_camera_to_center_distance/camera_to_anchor_distance),0.0,4.0);gl_Position=u_matrix*vec4(a_pos,0.0,1.0);gl_Position.xy+=(a_extrude+a_shift)*u_extrude_scale*gl_Position.w*collision_perspective_ratio;v_placed=a_placed.x;v_notUsed=a_placed.y;}\"),nr=_r(\"varying float v_radius;varying vec2 v_extrude;varying float v_perspective_ratio;varying float v_collision;void main() {float alpha=0.5*min(v_perspective_ratio,1.0);float stroke_radius=0.9*max(v_perspective_ratio,1.0);float distance_to_center=length(v_extrude);float distance_to_edge=abs(distance_to_center-v_radius);float opacity_t=smoothstep(-stroke_radius,0.0,-distance_to_edge);vec4 color=mix(vec4(0.0,0.0,1.0,0.5),vec4(1.0,0.0,0.0,1.0),v_collision);gl_FragColor=color*alpha*opacity_t;}\",\"attribute vec2 a_pos;attribute float a_radius;attribute vec2 a_flags;uniform mat4 u_matrix;uniform mat4 u_inv_matrix;uniform vec2 u_viewport_size;uniform float u_camera_to_center_distance;varying float v_radius;varying vec2 v_extrude;varying float v_perspective_ratio;varying float v_collision;vec3 toTilePosition(vec2 screenPos) {vec4 rayStart=u_inv_matrix*vec4(screenPos,-1.0,1.0);vec4 rayEnd  =u_inv_matrix*vec4(screenPos, 1.0,1.0);rayStart.xyz/=rayStart.w;rayEnd.xyz  /=rayEnd.w;highp float t=(0.0-rayStart.z)/(rayEnd.z-rayStart.z);return mix(rayStart.xyz,rayEnd.xyz,t);}void main() {vec2 quadCenterPos=a_pos;float radius=a_radius;float collision=a_flags.x;float vertexIdx=a_flags.y;vec2 quadVertexOffset=vec2(mix(-1.0,1.0,float(vertexIdx >=2.0)),mix(-1.0,1.0,float(vertexIdx >=1.0 && vertexIdx <=2.0)));vec2 quadVertexExtent=quadVertexOffset*radius;vec3 tilePos=toTilePosition(quadCenterPos);vec4 clipPos=u_matrix*vec4(tilePos,1.0);highp float camera_to_anchor_distance=clipPos.w;highp float collision_perspective_ratio=clamp(0.5+0.5*(u_camera_to_center_distance/camera_to_anchor_distance),0.0,4.0);float padding_factor=1.2;v_radius=radius;v_extrude=quadVertexExtent*padding_factor;v_perspective_ratio=collision_perspective_ratio;v_collision=collision;gl_Position=vec4(clipPos.xyz/clipPos.w,1.0)+vec4(quadVertexExtent*padding_factor/u_viewport_size*2.0,0.0,0.0);}\"),ir=_r(\"uniform highp vec4 u_color;uniform sampler2D u_overlay;varying vec2 v_uv;void main() {vec4 overlay_color=texture2D(u_overlay,v_uv);gl_FragColor=mix(u_color,overlay_color,overlay_color.a);}\",\"attribute vec2 a_pos;varying vec2 v_uv;uniform mat4 u_matrix;uniform float u_overlay_scale;void main() {v_uv=a_pos/8192.0;gl_Position=u_matrix*vec4(a_pos*u_overlay_scale,0,1);}\"),ar=_r(\"#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float opacity\\ngl_FragColor=color*opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"attribute vec2 a_pos;uniform mat4 u_matrix;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float opacity\\ngl_Position=u_matrix*vec4(a_pos,0,1);}\"),or=_r(\"varying vec2 v_pos;\\n#pragma mapbox: define highp vec4 outline_color\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 outline_color\\n#pragma mapbox: initialize lowp float opacity\\nfloat dist=length(v_pos-gl_FragCoord.xy);float alpha=1.0-smoothstep(0.0,1.0,dist);gl_FragColor=outline_color*(alpha*opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"attribute vec2 a_pos;uniform mat4 u_matrix;uniform vec2 u_world;varying vec2 v_pos;\\n#pragma mapbox: define highp vec4 outline_color\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 outline_color\\n#pragma mapbox: initialize lowp float opacity\\ngl_Position=u_matrix*vec4(a_pos,0,1);v_pos=(gl_Position.xy/gl_Position.w+1.0)/2.0*u_world;}\"),sr=_r(\"uniform vec2 u_texsize;uniform sampler2D u_image;uniform float u_fade;varying vec2 v_pos_a;varying vec2 v_pos_b;varying vec2 v_pos;\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;vec2 imagecoord=mod(v_pos_a,1.0);vec2 pos=mix(pattern_tl_a/u_texsize,pattern_br_a/u_texsize,imagecoord);vec4 color1=texture2D(u_image,pos);vec2 imagecoord_b=mod(v_pos_b,1.0);vec2 pos2=mix(pattern_tl_b/u_texsize,pattern_br_b/u_texsize,imagecoord_b);vec4 color2=texture2D(u_image,pos2);float dist=length(v_pos-gl_FragCoord.xy);float alpha=1.0-smoothstep(0.0,1.0,dist);gl_FragColor=mix(color1,color2,u_fade)*alpha*opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_world;uniform vec2 u_pixel_coord_upper;uniform vec2 u_pixel_coord_lower;uniform vec3 u_scale;attribute vec2 a_pos;varying vec2 v_pos_a;varying vec2 v_pos_b;varying vec2 v_pos;\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;float tileRatio=u_scale.x;float fromScale=u_scale.y;float toScale=u_scale.z;gl_Position=u_matrix*vec4(a_pos,0,1);vec2 display_size_a=(pattern_br_a-pattern_tl_a)/pixel_ratio_from;vec2 display_size_b=(pattern_br_b-pattern_tl_b)/pixel_ratio_to;v_pos_a=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,fromScale*display_size_a,tileRatio,a_pos);v_pos_b=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,toScale*display_size_b,tileRatio,a_pos);v_pos=(gl_Position.xy/gl_Position.w+1.0)/2.0*u_world;}\"),lr=_r(\"uniform vec2 u_texsize;uniform float u_fade;uniform sampler2D u_image;varying vec2 v_pos_a;varying vec2 v_pos_b;\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;vec2 imagecoord=mod(v_pos_a,1.0);vec2 pos=mix(pattern_tl_a/u_texsize,pattern_br_a/u_texsize,imagecoord);vec4 color1=texture2D(u_image,pos);vec2 imagecoord_b=mod(v_pos_b,1.0);vec2 pos2=mix(pattern_tl_b/u_texsize,pattern_br_b/u_texsize,imagecoord_b);vec4 color2=texture2D(u_image,pos2);gl_FragColor=mix(color1,color2,u_fade)*opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_pixel_coord_upper;uniform vec2 u_pixel_coord_lower;uniform vec3 u_scale;attribute vec2 a_pos;varying vec2 v_pos_a;varying vec2 v_pos_b;\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;float tileZoomRatio=u_scale.x;float fromScale=u_scale.y;float toScale=u_scale.z;vec2 display_size_a=(pattern_br_a-pattern_tl_a)/pixel_ratio_from;vec2 display_size_b=(pattern_br_b-pattern_tl_b)/pixel_ratio_to;gl_Position=u_matrix*vec4(a_pos,0,1);v_pos_a=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,fromScale*display_size_a,tileZoomRatio,a_pos);v_pos_b=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,toScale*display_size_b,tileZoomRatio,a_pos);}\"),ur=_r(\"varying vec4 v_color;void main() {gl_FragColor=v_color;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec3 u_lightcolor;uniform lowp vec3 u_lightpos;uniform lowp float u_lightintensity;uniform float u_vertical_gradient;uniform lowp float u_opacity;attribute vec2 a_pos;attribute vec4 a_normal_ed;varying vec4 v_color;\\n#pragma mapbox: define highp float base\\n#pragma mapbox: define highp float height\\n#pragma mapbox: define highp vec4 color\\nvoid main() {\\n#pragma mapbox: initialize highp float base\\n#pragma mapbox: initialize highp float height\\n#pragma mapbox: initialize highp vec4 color\\nvec3 normal=a_normal_ed.xyz;base=max(0.0,base);height=max(0.0,height);float t=mod(normal.x,2.0);gl_Position=u_matrix*vec4(a_pos,t > 0.0 ? height : base,1);float colorvalue=color.r*0.2126+color.g*0.7152+color.b*0.0722;v_color=vec4(0.0,0.0,0.0,1.0);vec4 ambientlight=vec4(0.03,0.03,0.03,1.0);color+=ambientlight;float directional=clamp(dot(normal/16384.0,u_lightpos),0.0,1.0);directional=mix((1.0-u_lightintensity),max((1.0-colorvalue+u_lightintensity),1.0),directional);if (normal.y !=0.0) {directional*=((1.0-u_vertical_gradient)+(u_vertical_gradient*clamp((t+base)*pow(height/150.0,0.5),mix(0.7,0.98,1.0-u_lightintensity),1.0)));}v_color.r+=clamp(color.r*directional*u_lightcolor.r,mix(0.0,0.3,1.0-u_lightcolor.r),1.0);v_color.g+=clamp(color.g*directional*u_lightcolor.g,mix(0.0,0.3,1.0-u_lightcolor.g),1.0);v_color.b+=clamp(color.b*directional*u_lightcolor.b,mix(0.0,0.3,1.0-u_lightcolor.b),1.0);v_color*=u_opacity;}\"),cr=_r(\"uniform vec2 u_texsize;uniform float u_fade;uniform sampler2D u_image;varying vec2 v_pos_a;varying vec2 v_pos_b;varying vec4 v_lighting;\\n#pragma mapbox: define lowp float base\\n#pragma mapbox: define lowp float height\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float base\\n#pragma mapbox: initialize lowp float height\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;vec2 imagecoord=mod(v_pos_a,1.0);vec2 pos=mix(pattern_tl_a/u_texsize,pattern_br_a/u_texsize,imagecoord);vec4 color1=texture2D(u_image,pos);vec2 imagecoord_b=mod(v_pos_b,1.0);vec2 pos2=mix(pattern_tl_b/u_texsize,pattern_br_b/u_texsize,imagecoord_b);vec4 color2=texture2D(u_image,pos2);vec4 mixedColor=mix(color1,color2,u_fade);gl_FragColor=mixedColor*v_lighting;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_pixel_coord_upper;uniform vec2 u_pixel_coord_lower;uniform float u_height_factor;uniform vec3 u_scale;uniform float u_vertical_gradient;uniform lowp float u_opacity;uniform vec3 u_lightcolor;uniform lowp vec3 u_lightpos;uniform lowp float u_lightintensity;attribute vec2 a_pos;attribute vec4 a_normal_ed;varying vec2 v_pos_a;varying vec2 v_pos_b;varying vec4 v_lighting;\\n#pragma mapbox: define lowp float base\\n#pragma mapbox: define lowp float height\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float base\\n#pragma mapbox: initialize lowp float height\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;float tileRatio=u_scale.x;float fromScale=u_scale.y;float toScale=u_scale.z;vec3 normal=a_normal_ed.xyz;float edgedistance=a_normal_ed.w;vec2 display_size_a=(pattern_br_a-pattern_tl_a)/pixel_ratio_from;vec2 display_size_b=(pattern_br_b-pattern_tl_b)/pixel_ratio_to;base=max(0.0,base);height=max(0.0,height);float t=mod(normal.x,2.0);float z=t > 0.0 ? height : base;gl_Position=u_matrix*vec4(a_pos,z,1);vec2 pos=normal.x==1.0 && normal.y==0.0 && normal.z==16384.0\\n? a_pos\\n: vec2(edgedistance,z*u_height_factor);v_pos_a=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,fromScale*display_size_a,tileRatio,pos);v_pos_b=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,toScale*display_size_b,tileRatio,pos);v_lighting=vec4(0.0,0.0,0.0,1.0);float directional=clamp(dot(normal/16383.0,u_lightpos),0.0,1.0);directional=mix((1.0-u_lightintensity),max((0.5+u_lightintensity),1.0),directional);if (normal.y !=0.0) {directional*=((1.0-u_vertical_gradient)+(u_vertical_gradient*clamp((t+base)*pow(height/150.0,0.5),mix(0.7,0.98,1.0-u_lightintensity),1.0)));}v_lighting.rgb+=clamp(directional*u_lightcolor,mix(vec3(0.0),vec3(0.3),1.0-u_lightcolor),vec3(1.0));v_lighting*=u_opacity;}\"),fr=_r(\"#ifdef GL_ES\\nprecision highp float;\\n#endif\\nuniform sampler2D u_image;varying vec2 v_pos;uniform vec2 u_dimension;uniform float u_zoom;uniform vec4 u_unpack;float getElevation(vec2 coord,float bias) {vec4 data=texture2D(u_image,coord)*255.0;data.a=-1.0;return dot(data,u_unpack)/4.0;}void main() {vec2 epsilon=1.0/u_dimension;float a=getElevation(v_pos+vec2(-epsilon.x,-epsilon.y),0.0);float b=getElevation(v_pos+vec2(0,-epsilon.y),0.0);float c=getElevation(v_pos+vec2(epsilon.x,-epsilon.y),0.0);float d=getElevation(v_pos+vec2(-epsilon.x,0),0.0);float e=getElevation(v_pos,0.0);float f=getElevation(v_pos+vec2(epsilon.x,0),0.0);float g=getElevation(v_pos+vec2(-epsilon.x,epsilon.y),0.0);float h=getElevation(v_pos+vec2(0,epsilon.y),0.0);float i=getElevation(v_pos+vec2(epsilon.x,epsilon.y),0.0);float exaggerationFactor=u_zoom < 2.0 ? 0.4 : u_zoom < 4.5 ? 0.35 : 0.3;float exaggeration=u_zoom < 15.0 ? (u_zoom-15.0)*exaggerationFactor : 0.0;vec2 deriv=vec2((c+f+f+i)-(a+d+d+g),(g+h+h+i)-(a+b+b+c))/pow(2.0,exaggeration+(19.2562-u_zoom));gl_FragColor=clamp(vec4(deriv.x/2.0+0.5,deriv.y/2.0+0.5,1.0,1.0),0.0,1.0);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_dimension;attribute vec2 a_pos;attribute vec2 a_texture_pos;varying vec2 v_pos;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);highp vec2 epsilon=1.0/u_dimension;float scale=(u_dimension.x-2.0)/u_dimension.x;v_pos=(a_texture_pos/8192.0)*scale+epsilon;}\"),hr=_r(\"uniform sampler2D u_image;varying vec2 v_pos;uniform vec2 u_latrange;uniform vec2 u_light;uniform vec4 u_shadow;uniform vec4 u_highlight;uniform vec4 u_accent;\\n#define PI 3.141592653589793\\nvoid main() {vec4 pixel=texture2D(u_image,v_pos);vec2 deriv=((pixel.rg*2.0)-1.0);float scaleFactor=cos(radians((u_latrange[0]-u_latrange[1])*(1.0-v_pos.y)+u_latrange[1]));float slope=atan(1.25*length(deriv)/scaleFactor);float aspect=deriv.x !=0.0 ? atan(deriv.y,-deriv.x) : PI/2.0*(deriv.y > 0.0 ? 1.0 :-1.0);float intensity=u_light.x;float azimuth=u_light.y+PI;float base=1.875-intensity*1.75;float maxValue=0.5*PI;float scaledSlope=intensity !=0.5 ? ((pow(base,slope)-1.0)/(pow(base,maxValue)-1.0))*maxValue : slope;float accent=cos(scaledSlope);vec4 accent_color=(1.0-accent)*u_accent*clamp(intensity*2.0,0.0,1.0);float shade=abs(mod((aspect+azimuth)/PI+0.5,2.0)-1.0);vec4 shade_color=mix(u_shadow,u_highlight,shade)*sin(scaledSlope)*clamp(intensity*2.0,0.0,1.0);gl_FragColor=accent_color*(1.0-shade_color.a)+shade_color;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;attribute vec2 a_pos;attribute vec2 a_texture_pos;varying vec2 v_pos;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);v_pos=a_texture_pos/8192.0;}\"),pr=_r(\"uniform lowp float u_device_pixel_ratio;varying vec2 v_width2;varying vec2 v_normal;varying float v_gamma_scale;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\nfloat dist=length(v_normal)*v_width2.s;float blur2=(blur+1.0/u_device_pixel_ratio)*v_gamma_scale;float alpha=clamp(min(dist-(v_width2.t-blur2),v_width2.s-dist)/blur2,0.0,1.0);gl_FragColor=color*(alpha*opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"\\n#define scale 0.015873016\\nattribute vec2 a_pos_normal;attribute vec4 a_data;uniform mat4 u_matrix;uniform mediump float u_ratio;uniform vec2 u_units_to_pixels;uniform lowp float u_device_pixel_ratio;varying vec2 v_normal;varying vec2 v_width2;varying float v_gamma_scale;varying highp float v_linesofar;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define mediump float gapwidth\\n#pragma mapbox: define lowp float offset\\n#pragma mapbox: define mediump float width\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump float gapwidth\\n#pragma mapbox: initialize lowp float offset\\n#pragma mapbox: initialize mediump float width\\nfloat ANTIALIASING=1.0/u_device_pixel_ratio/2.0;vec2 a_extrude=a_data.xy-128.0;float a_direction=mod(a_data.z,4.0)-1.0;v_linesofar=(floor(a_data.z/4.0)+a_data.w*64.0)*2.0;vec2 pos=floor(a_pos_normal*0.5);mediump vec2 normal=a_pos_normal-2.0*pos;normal.y=normal.y*2.0-1.0;v_normal=normal;gapwidth=gapwidth/2.0;float halfwidth=width/2.0;offset=-1.0*offset;float inset=gapwidth+(gapwidth > 0.0 ? ANTIALIASING : 0.0);float outset=gapwidth+halfwidth*(gapwidth > 0.0 ? 2.0 : 1.0)+(halfwidth==0.0 ? 0.0 : ANTIALIASING);mediump vec2 dist=outset*a_extrude*scale;mediump float u=0.5*a_direction;mediump float t=1.0-abs(u);mediump vec2 offset2=offset*a_extrude*scale*normal.y*mat2(t,-u,u,t);vec4 projected_extrude=u_matrix*vec4(dist/u_ratio,0.0,0.0);gl_Position=u_matrix*vec4(pos+offset2/u_ratio,0.0,1.0)+projected_extrude;float extrude_length_without_perspective=length(dist);float extrude_length_with_perspective=length(projected_extrude.xy/gl_Position.w*u_units_to_pixels);v_gamma_scale=extrude_length_without_perspective/extrude_length_with_perspective;v_width2=vec2(outset,inset);}\"),dr=_r(\"uniform lowp float u_device_pixel_ratio;uniform sampler2D u_image;varying vec2 v_width2;varying vec2 v_normal;varying float v_gamma_scale;varying highp vec2 v_uv;\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\nfloat dist=length(v_normal)*v_width2.s;float blur2=(blur+1.0/u_device_pixel_ratio)*v_gamma_scale;float alpha=clamp(min(dist-(v_width2.t-blur2),v_width2.s-dist)/blur2,0.0,1.0);vec4 color=texture2D(u_image,v_uv);gl_FragColor=color*(alpha*opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"\\n#define scale 0.015873016\\nattribute vec2 a_pos_normal;attribute vec4 a_data;attribute float a_uv_x;attribute float a_split_index;uniform mat4 u_matrix;uniform mediump float u_ratio;uniform lowp float u_device_pixel_ratio;uniform vec2 u_units_to_pixels;uniform float u_image_height;varying vec2 v_normal;varying vec2 v_width2;varying float v_gamma_scale;varying highp vec2 v_uv;\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define mediump float gapwidth\\n#pragma mapbox: define lowp float offset\\n#pragma mapbox: define mediump float width\\nvoid main() {\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump float gapwidth\\n#pragma mapbox: initialize lowp float offset\\n#pragma mapbox: initialize mediump float width\\nfloat ANTIALIASING=1.0/u_device_pixel_ratio/2.0;vec2 a_extrude=a_data.xy-128.0;float a_direction=mod(a_data.z,4.0)-1.0;highp float texel_height=1.0/u_image_height;highp float half_texel_height=0.5*texel_height;v_uv=vec2(a_uv_x,a_split_index*texel_height-half_texel_height);vec2 pos=floor(a_pos_normal*0.5);mediump vec2 normal=a_pos_normal-2.0*pos;normal.y=normal.y*2.0-1.0;v_normal=normal;gapwidth=gapwidth/2.0;float halfwidth=width/2.0;offset=-1.0*offset;float inset=gapwidth+(gapwidth > 0.0 ? ANTIALIASING : 0.0);float outset=gapwidth+halfwidth*(gapwidth > 0.0 ? 2.0 : 1.0)+(halfwidth==0.0 ? 0.0 : ANTIALIASING);mediump vec2 dist=outset*a_extrude*scale;mediump float u=0.5*a_direction;mediump float t=1.0-abs(u);mediump vec2 offset2=offset*a_extrude*scale*normal.y*mat2(t,-u,u,t);vec4 projected_extrude=u_matrix*vec4(dist/u_ratio,0.0,0.0);gl_Position=u_matrix*vec4(pos+offset2/u_ratio,0.0,1.0)+projected_extrude;float extrude_length_without_perspective=length(dist);float extrude_length_with_perspective=length(projected_extrude.xy/gl_Position.w*u_units_to_pixels);v_gamma_scale=extrude_length_without_perspective/extrude_length_with_perspective;v_width2=vec2(outset,inset);}\"),vr=_r(\"uniform lowp float u_device_pixel_ratio;uniform vec2 u_texsize;uniform float u_fade;uniform mediump vec3 u_scale;uniform sampler2D u_image;varying vec2 v_normal;varying vec2 v_width2;varying float v_linesofar;varying float v_gamma_scale;varying float v_width;\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;float tileZoomRatio=u_scale.x;float fromScale=u_scale.y;float toScale=u_scale.z;vec2 display_size_a=(pattern_br_a-pattern_tl_a)/pixel_ratio_from;vec2 display_size_b=(pattern_br_b-pattern_tl_b)/pixel_ratio_to;vec2 pattern_size_a=vec2(display_size_a.x*fromScale/tileZoomRatio,display_size_a.y);vec2 pattern_size_b=vec2(display_size_b.x*toScale/tileZoomRatio,display_size_b.y);float aspect_a=display_size_a.y/v_width;float aspect_b=display_size_b.y/v_width;float dist=length(v_normal)*v_width2.s;float blur2=(blur+1.0/u_device_pixel_ratio)*v_gamma_scale;float alpha=clamp(min(dist-(v_width2.t-blur2),v_width2.s-dist)/blur2,0.0,1.0);float x_a=mod(v_linesofar/pattern_size_a.x*aspect_a,1.0);float x_b=mod(v_linesofar/pattern_size_b.x*aspect_b,1.0);float y=0.5*v_normal.y+0.5;vec2 texel_size=1.0/u_texsize;vec2 pos_a=mix(pattern_tl_a*texel_size-texel_size,pattern_br_a*texel_size+texel_size,vec2(x_a,y));vec2 pos_b=mix(pattern_tl_b*texel_size-texel_size,pattern_br_b*texel_size+texel_size,vec2(x_b,y));vec4 color=mix(texture2D(u_image,pos_a),texture2D(u_image,pos_b),u_fade);gl_FragColor=color*alpha*opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"\\n#define scale 0.015873016\\n#define LINE_DISTANCE_SCALE 2.0\\nattribute vec2 a_pos_normal;attribute vec4 a_data;uniform mat4 u_matrix;uniform vec2 u_units_to_pixels;uniform mediump float u_ratio;uniform lowp float u_device_pixel_ratio;varying vec2 v_normal;varying vec2 v_width2;varying float v_linesofar;varying float v_gamma_scale;varying float v_width;\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float offset\\n#pragma mapbox: define mediump float gapwidth\\n#pragma mapbox: define mediump float width\\n#pragma mapbox: define lowp float floorwidth\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float offset\\n#pragma mapbox: initialize mediump float gapwidth\\n#pragma mapbox: initialize mediump float width\\n#pragma mapbox: initialize lowp float floorwidth\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\nfloat ANTIALIASING=1.0/u_device_pixel_ratio/2.0;vec2 a_extrude=a_data.xy-128.0;float a_direction=mod(a_data.z,4.0)-1.0;float a_linesofar=(floor(a_data.z/4.0)+a_data.w*64.0)*LINE_DISTANCE_SCALE;vec2 pos=floor(a_pos_normal*0.5);mediump vec2 normal=a_pos_normal-2.0*pos;normal.y=normal.y*2.0-1.0;v_normal=normal;gapwidth=gapwidth/2.0;float halfwidth=width/2.0;offset=-1.0*offset;float inset=gapwidth+(gapwidth > 0.0 ? ANTIALIASING : 0.0);float outset=gapwidth+halfwidth*(gapwidth > 0.0 ? 2.0 : 1.0)+(halfwidth==0.0 ? 0.0 : ANTIALIASING);mediump vec2 dist=outset*a_extrude*scale;mediump float u=0.5*a_direction;mediump float t=1.0-abs(u);mediump vec2 offset2=offset*a_extrude*scale*normal.y*mat2(t,-u,u,t);vec4 projected_extrude=u_matrix*vec4(dist/u_ratio,0.0,0.0);gl_Position=u_matrix*vec4(pos+offset2/u_ratio,0.0,1.0)+projected_extrude;float extrude_length_without_perspective=length(dist);float extrude_length_with_perspective=length(projected_extrude.xy/gl_Position.w*u_units_to_pixels);v_gamma_scale=extrude_length_without_perspective/extrude_length_with_perspective;v_linesofar=a_linesofar;v_width2=vec2(outset,inset);v_width=floorwidth;}\"),gr=_r(\"uniform lowp float u_device_pixel_ratio;uniform sampler2D u_image;uniform float u_sdfgamma;uniform float u_mix;varying vec2 v_normal;varying vec2 v_width2;varying vec2 v_tex_a;varying vec2 v_tex_b;varying float v_gamma_scale;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define mediump float width\\n#pragma mapbox: define lowp float floorwidth\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump float width\\n#pragma mapbox: initialize lowp float floorwidth\\nfloat dist=length(v_normal)*v_width2.s;float blur2=(blur+1.0/u_device_pixel_ratio)*v_gamma_scale;float alpha=clamp(min(dist-(v_width2.t-blur2),v_width2.s-dist)/blur2,0.0,1.0);float sdfdist_a=texture2D(u_image,v_tex_a).a;float sdfdist_b=texture2D(u_image,v_tex_b).a;float sdfdist=mix(sdfdist_a,sdfdist_b,u_mix);alpha*=smoothstep(0.5-u_sdfgamma/floorwidth,0.5+u_sdfgamma/floorwidth,sdfdist);gl_FragColor=color*(alpha*opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"\\n#define scale 0.015873016\\n#define LINE_DISTANCE_SCALE 2.0\\nattribute vec2 a_pos_normal;attribute vec4 a_data;uniform mat4 u_matrix;uniform mediump float u_ratio;uniform lowp float u_device_pixel_ratio;uniform vec2 u_patternscale_a;uniform float u_tex_y_a;uniform vec2 u_patternscale_b;uniform float u_tex_y_b;uniform vec2 u_units_to_pixels;varying vec2 v_normal;varying vec2 v_width2;varying vec2 v_tex_a;varying vec2 v_tex_b;varying float v_gamma_scale;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define mediump float gapwidth\\n#pragma mapbox: define lowp float offset\\n#pragma mapbox: define mediump float width\\n#pragma mapbox: define lowp float floorwidth\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump float gapwidth\\n#pragma mapbox: initialize lowp float offset\\n#pragma mapbox: initialize mediump float width\\n#pragma mapbox: initialize lowp float floorwidth\\nfloat ANTIALIASING=1.0/u_device_pixel_ratio/2.0;vec2 a_extrude=a_data.xy-128.0;float a_direction=mod(a_data.z,4.0)-1.0;float a_linesofar=(floor(a_data.z/4.0)+a_data.w*64.0)*LINE_DISTANCE_SCALE;vec2 pos=floor(a_pos_normal*0.5);mediump vec2 normal=a_pos_normal-2.0*pos;normal.y=normal.y*2.0-1.0;v_normal=normal;gapwidth=gapwidth/2.0;float halfwidth=width/2.0;offset=-1.0*offset;float inset=gapwidth+(gapwidth > 0.0 ? ANTIALIASING : 0.0);float outset=gapwidth+halfwidth*(gapwidth > 0.0 ? 2.0 : 1.0)+(halfwidth==0.0 ? 0.0 : ANTIALIASING);mediump vec2 dist=outset*a_extrude*scale;mediump float u=0.5*a_direction;mediump float t=1.0-abs(u);mediump vec2 offset2=offset*a_extrude*scale*normal.y*mat2(t,-u,u,t);vec4 projected_extrude=u_matrix*vec4(dist/u_ratio,0.0,0.0);gl_Position=u_matrix*vec4(pos+offset2/u_ratio,0.0,1.0)+projected_extrude;float extrude_length_without_perspective=length(dist);float extrude_length_with_perspective=length(projected_extrude.xy/gl_Position.w*u_units_to_pixels);v_gamma_scale=extrude_length_without_perspective/extrude_length_with_perspective;v_tex_a=vec2(a_linesofar*u_patternscale_a.x/floorwidth,normal.y*u_patternscale_a.y+u_tex_y_a);v_tex_b=vec2(a_linesofar*u_patternscale_b.x/floorwidth,normal.y*u_patternscale_b.y+u_tex_y_b);v_width2=vec2(outset,inset);}\"),yr=_r(\"uniform float u_fade_t;uniform float u_opacity;uniform sampler2D u_image0;uniform sampler2D u_image1;varying vec2 v_pos0;varying vec2 v_pos1;uniform float u_brightness_low;uniform float u_brightness_high;uniform float u_saturation_factor;uniform float u_contrast_factor;uniform vec3 u_spin_weights;void main() {vec4 color0=texture2D(u_image0,v_pos0);vec4 color1=texture2D(u_image1,v_pos1);if (color0.a > 0.0) {color0.rgb=color0.rgb/color0.a;}if (color1.a > 0.0) {color1.rgb=color1.rgb/color1.a;}vec4 color=mix(color0,color1,u_fade_t);color.a*=u_opacity;vec3 rgb=color.rgb;rgb=vec3(dot(rgb,u_spin_weights.xyz),dot(rgb,u_spin_weights.zxy),dot(rgb,u_spin_weights.yzx));float average=(color.r+color.g+color.b)/3.0;rgb+=(average-rgb)*u_saturation_factor;rgb=(rgb-0.5)*u_contrast_factor+0.5;vec3 u_high_vec=vec3(u_brightness_low,u_brightness_low,u_brightness_low);vec3 u_low_vec=vec3(u_brightness_high,u_brightness_high,u_brightness_high);gl_FragColor=vec4(mix(u_high_vec,u_low_vec,rgb)*color.a,color.a);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_tl_parent;uniform float u_scale_parent;uniform float u_buffer_scale;attribute vec2 a_pos;attribute vec2 a_texture_pos;varying vec2 v_pos0;varying vec2 v_pos1;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);v_pos0=(((a_texture_pos/8192.0)-0.5)/u_buffer_scale )+0.5;v_pos1=(v_pos0*u_scale_parent)+u_tl_parent;}\"),mr=_r(\"uniform sampler2D u_texture;varying vec2 v_tex;varying float v_fade_opacity;\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\nlowp float alpha=opacity*v_fade_opacity;gl_FragColor=texture2D(u_texture,v_tex)*alpha;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"const float PI=3.141592653589793;attribute vec4 a_pos_offset;attribute vec4 a_data;attribute vec4 a_pixeloffset;attribute vec3 a_projected_pos;attribute float a_fade_opacity;uniform bool u_is_size_zoom_constant;uniform bool u_is_size_feature_constant;uniform highp float u_size_t;uniform highp float u_size;uniform highp float u_camera_to_center_distance;uniform highp float u_pitch;uniform bool u_rotate_symbol;uniform highp float u_aspect_ratio;uniform float u_fade_change;uniform mat4 u_matrix;uniform mat4 u_label_plane_matrix;uniform mat4 u_coord_matrix;uniform bool u_is_text;uniform bool u_pitch_with_map;uniform vec2 u_texsize;varying vec2 v_tex;varying float v_fade_opacity;\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\nvec2 a_pos=a_pos_offset.xy;vec2 a_offset=a_pos_offset.zw;vec2 a_tex=a_data.xy;vec2 a_size=a_data.zw;float a_size_min=floor(a_size[0]*0.5);vec2 a_pxoffset=a_pixeloffset.xy;vec2 a_minFontScale=a_pixeloffset.zw/256.0;highp float segment_angle=-a_projected_pos[2];float size;if (!u_is_size_zoom_constant && !u_is_size_feature_constant) {size=mix(a_size_min,a_size[1],u_size_t)/128.0;} else if (u_is_size_zoom_constant && !u_is_size_feature_constant) {size=a_size_min/128.0;} else {size=u_size;}vec4 projectedPoint=u_matrix*vec4(a_pos,0,1);highp float camera_to_anchor_distance=projectedPoint.w;highp float distance_ratio=u_pitch_with_map ?\\ncamera_to_anchor_distance/u_camera_to_center_distance :\\nu_camera_to_center_distance/camera_to_anchor_distance;highp float perspective_ratio=clamp(0.5+0.5*distance_ratio,0.0,4.0);size*=perspective_ratio;float fontScale=u_is_text ? size/24.0 : size;highp float symbol_rotation=0.0;if (u_rotate_symbol) {vec4 offsetProjectedPoint=u_matrix*vec4(a_pos+vec2(1,0),0,1);vec2 a=projectedPoint.xy/projectedPoint.w;vec2 b=offsetProjectedPoint.xy/offsetProjectedPoint.w;symbol_rotation=atan((b.y-a.y)/u_aspect_ratio,b.x-a.x);}highp float angle_sin=sin(segment_angle+symbol_rotation);highp float angle_cos=cos(segment_angle+symbol_rotation);mat2 rotation_matrix=mat2(angle_cos,-1.0*angle_sin,angle_sin,angle_cos);vec4 projected_pos=u_label_plane_matrix*vec4(a_projected_pos.xy,0.0,1.0);gl_Position=u_coord_matrix*vec4(projected_pos.xy/projected_pos.w+rotation_matrix*(a_offset/32.0*max(a_minFontScale,fontScale)+a_pxoffset/16.0),0.0,1.0);v_tex=a_tex/u_texsize;vec2 fade_opacity=unpack_opacity(a_fade_opacity);float fade_change=fade_opacity[1] > 0.5 ? u_fade_change :-u_fade_change;v_fade_opacity=max(0.0,min(1.0,fade_opacity[0]+fade_change));}\"),xr=_r(\"#define SDF_PX 8.0\\nuniform bool u_is_halo;uniform sampler2D u_texture;uniform highp float u_gamma_scale;uniform lowp float u_device_pixel_ratio;uniform bool u_is_text;varying vec2 v_data0;varying vec3 v_data1;\\n#pragma mapbox: define highp vec4 fill_color\\n#pragma mapbox: define highp vec4 halo_color\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float halo_width\\n#pragma mapbox: define lowp float halo_blur\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 fill_color\\n#pragma mapbox: initialize highp vec4 halo_color\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float halo_width\\n#pragma mapbox: initialize lowp float halo_blur\\nfloat EDGE_GAMMA=0.105/u_device_pixel_ratio;vec2 tex=v_data0.xy;float gamma_scale=v_data1.x;float size=v_data1.y;float fade_opacity=v_data1[2];float fontScale=u_is_text ? size/24.0 : size;lowp vec4 color=fill_color;highp float gamma=EDGE_GAMMA/(fontScale*u_gamma_scale);lowp float buff=(256.0-64.0)/256.0;if (u_is_halo) {color=halo_color;gamma=(halo_blur*1.19/SDF_PX+EDGE_GAMMA)/(fontScale*u_gamma_scale);buff=(6.0-halo_width/fontScale)/SDF_PX;}lowp float dist=texture2D(u_texture,tex).a;highp float gamma_scaled=gamma*gamma_scale;highp float alpha=smoothstep(buff-gamma_scaled,buff+gamma_scaled,dist);gl_FragColor=color*(alpha*opacity*fade_opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"const float PI=3.141592653589793;attribute vec4 a_pos_offset;attribute vec4 a_data;attribute vec4 a_pixeloffset;attribute vec3 a_projected_pos;attribute float a_fade_opacity;uniform bool u_is_size_zoom_constant;uniform bool u_is_size_feature_constant;uniform highp float u_size_t;uniform highp float u_size;uniform mat4 u_matrix;uniform mat4 u_label_plane_matrix;uniform mat4 u_coord_matrix;uniform bool u_is_text;uniform bool u_pitch_with_map;uniform highp float u_pitch;uniform bool u_rotate_symbol;uniform highp float u_aspect_ratio;uniform highp float u_camera_to_center_distance;uniform float u_fade_change;uniform vec2 u_texsize;varying vec2 v_data0;varying vec3 v_data1;\\n#pragma mapbox: define highp vec4 fill_color\\n#pragma mapbox: define highp vec4 halo_color\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float halo_width\\n#pragma mapbox: define lowp float halo_blur\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 fill_color\\n#pragma mapbox: initialize highp vec4 halo_color\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float halo_width\\n#pragma mapbox: initialize lowp float halo_blur\\nvec2 a_pos=a_pos_offset.xy;vec2 a_offset=a_pos_offset.zw;vec2 a_tex=a_data.xy;vec2 a_size=a_data.zw;float a_size_min=floor(a_size[0]*0.5);vec2 a_pxoffset=a_pixeloffset.xy;highp float segment_angle=-a_projected_pos[2];float size;if (!u_is_size_zoom_constant && !u_is_size_feature_constant) {size=mix(a_size_min,a_size[1],u_size_t)/128.0;} else if (u_is_size_zoom_constant && !u_is_size_feature_constant) {size=a_size_min/128.0;} else {size=u_size;}vec4 projectedPoint=u_matrix*vec4(a_pos,0,1);highp float camera_to_anchor_distance=projectedPoint.w;highp float distance_ratio=u_pitch_with_map ?\\ncamera_to_anchor_distance/u_camera_to_center_distance :\\nu_camera_to_center_distance/camera_to_anchor_distance;highp float perspective_ratio=clamp(0.5+0.5*distance_ratio,0.0,4.0);size*=perspective_ratio;float fontScale=u_is_text ? size/24.0 : size;highp float symbol_rotation=0.0;if (u_rotate_symbol) {vec4 offsetProjectedPoint=u_matrix*vec4(a_pos+vec2(1,0),0,1);vec2 a=projectedPoint.xy/projectedPoint.w;vec2 b=offsetProjectedPoint.xy/offsetProjectedPoint.w;symbol_rotation=atan((b.y-a.y)/u_aspect_ratio,b.x-a.x);}highp float angle_sin=sin(segment_angle+symbol_rotation);highp float angle_cos=cos(segment_angle+symbol_rotation);mat2 rotation_matrix=mat2(angle_cos,-1.0*angle_sin,angle_sin,angle_cos);vec4 projected_pos=u_label_plane_matrix*vec4(a_projected_pos.xy,0.0,1.0);gl_Position=u_coord_matrix*vec4(projected_pos.xy/projected_pos.w+rotation_matrix*(a_offset/32.0*fontScale+a_pxoffset),0.0,1.0);float gamma_scale=gl_Position.w;vec2 fade_opacity=unpack_opacity(a_fade_opacity);float fade_change=fade_opacity[1] > 0.5 ? u_fade_change :-u_fade_change;float interpolated_fade_opacity=max(0.0,min(1.0,fade_opacity[0]+fade_change));v_data0=a_tex/u_texsize;v_data1=vec3(gamma_scale,size,interpolated_fade_opacity);}\"),br=_r(\"#define SDF_PX 8.0\\n#define SDF 1.0\\n#define ICON 0.0\\nuniform bool u_is_halo;uniform sampler2D u_texture;uniform sampler2D u_texture_icon;uniform highp float u_gamma_scale;uniform lowp float u_device_pixel_ratio;varying vec4 v_data0;varying vec4 v_data1;\\n#pragma mapbox: define highp vec4 fill_color\\n#pragma mapbox: define highp vec4 halo_color\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float halo_width\\n#pragma mapbox: define lowp float halo_blur\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 fill_color\\n#pragma mapbox: initialize highp vec4 halo_color\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float halo_width\\n#pragma mapbox: initialize lowp float halo_blur\\nfloat fade_opacity=v_data1[2];if (v_data1.w==ICON) {vec2 tex_icon=v_data0.zw;lowp float alpha=opacity*fade_opacity;gl_FragColor=texture2D(u_texture_icon,tex_icon)*alpha;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\nreturn;}vec2 tex=v_data0.xy;float EDGE_GAMMA=0.105/u_device_pixel_ratio;float gamma_scale=v_data1.x;float size=v_data1.y;float fontScale=size/24.0;lowp vec4 color=fill_color;highp float gamma=EDGE_GAMMA/(fontScale*u_gamma_scale);lowp float buff=(256.0-64.0)/256.0;if (u_is_halo) {color=halo_color;gamma=(halo_blur*1.19/SDF_PX+EDGE_GAMMA)/(fontScale*u_gamma_scale);buff=(6.0-halo_width/fontScale)/SDF_PX;}lowp float dist=texture2D(u_texture,tex).a;highp float gamma_scaled=gamma*gamma_scale;highp float alpha=smoothstep(buff-gamma_scaled,buff+gamma_scaled,dist);gl_FragColor=color*(alpha*opacity*fade_opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"const float PI=3.141592653589793;attribute vec4 a_pos_offset;attribute vec4 a_data;attribute vec3 a_projected_pos;attribute float a_fade_opacity;uniform bool u_is_size_zoom_constant;uniform bool u_is_size_feature_constant;uniform highp float u_size_t;uniform highp float u_size;uniform mat4 u_matrix;uniform mat4 u_label_plane_matrix;uniform mat4 u_coord_matrix;uniform bool u_is_text;uniform bool u_pitch_with_map;uniform highp float u_pitch;uniform bool u_rotate_symbol;uniform highp float u_aspect_ratio;uniform highp float u_camera_to_center_distance;uniform float u_fade_change;uniform vec2 u_texsize;uniform vec2 u_texsize_icon;varying vec4 v_data0;varying vec4 v_data1;\\n#pragma mapbox: define highp vec4 fill_color\\n#pragma mapbox: define highp vec4 halo_color\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float halo_width\\n#pragma mapbox: define lowp float halo_blur\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 fill_color\\n#pragma mapbox: initialize highp vec4 halo_color\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float halo_width\\n#pragma mapbox: initialize lowp float halo_blur\\nvec2 a_pos=a_pos_offset.xy;vec2 a_offset=a_pos_offset.zw;vec2 a_tex=a_data.xy;vec2 a_size=a_data.zw;float a_size_min=floor(a_size[0]*0.5);float is_sdf=a_size[0]-2.0*a_size_min;highp float segment_angle=-a_projected_pos[2];float size;if (!u_is_size_zoom_constant && !u_is_size_feature_constant) {size=mix(a_size_min,a_size[1],u_size_t)/128.0;} else if (u_is_size_zoom_constant && !u_is_size_feature_constant) {size=a_size_min/128.0;} else {size=u_size;}vec4 projectedPoint=u_matrix*vec4(a_pos,0,1);highp float camera_to_anchor_distance=projectedPoint.w;highp float distance_ratio=u_pitch_with_map ?\\ncamera_to_anchor_distance/u_camera_to_center_distance :\\nu_camera_to_center_distance/camera_to_anchor_distance;highp float perspective_ratio=clamp(0.5+0.5*distance_ratio,0.0,4.0);size*=perspective_ratio;float fontScale=size/24.0;highp float symbol_rotation=0.0;if (u_rotate_symbol) {vec4 offsetProjectedPoint=u_matrix*vec4(a_pos+vec2(1,0),0,1);vec2 a=projectedPoint.xy/projectedPoint.w;vec2 b=offsetProjectedPoint.xy/offsetProjectedPoint.w;symbol_rotation=atan((b.y-a.y)/u_aspect_ratio,b.x-a.x);}highp float angle_sin=sin(segment_angle+symbol_rotation);highp float angle_cos=cos(segment_angle+symbol_rotation);mat2 rotation_matrix=mat2(angle_cos,-1.0*angle_sin,angle_sin,angle_cos);vec4 projected_pos=u_label_plane_matrix*vec4(a_projected_pos.xy,0.0,1.0);gl_Position=u_coord_matrix*vec4(projected_pos.xy/projected_pos.w+rotation_matrix*(a_offset/32.0*fontScale),0.0,1.0);float gamma_scale=gl_Position.w;vec2 fade_opacity=unpack_opacity(a_fade_opacity);float fade_change=fade_opacity[1] > 0.5 ? u_fade_change :-u_fade_change;float interpolated_fade_opacity=max(0.0,min(1.0,fade_opacity[0]+fade_change));v_data0.xy=a_tex/u_texsize;v_data0.zw=a_tex/u_texsize_icon;v_data1=vec4(gamma_scale,size,interpolated_fade_opacity,is_sdf);}\");function _r(t,e){var r=/#pragma mapbox: ([\\w]+) ([\\w]+) ([\\w]+) ([\\w]+)/g,n=e.match(/attribute ([\\w]+) ([\\w]+)/g),i=t.match(/uniform ([\\w]+) ([\\w]+)([\\s]*)([\\w]*)/g),a=e.match(/uniform ([\\w]+) ([\\w]+)([\\s]*)([\\w]*)/g),o=a?a.concat(i):i,s={};return{fragmentSource:t=t.replace(r,(function(t,e,r,n,i){return s[i]=!0,\"define\"===e?\"\\n#ifndef HAS_UNIFORM_u_\"+i+\"\\nvarying \"+r+\" \"+n+\" \"+i+\";\\n#else\\nuniform \"+r+\" \"+n+\" u_\"+i+\";\\n#endif\\n\":\"\\n#ifdef HAS_UNIFORM_u_\"+i+\"\\n    \"+r+\" \"+n+\" \"+i+\" = u_\"+i+\";\\n#endif\\n\"})),vertexSource:e=e.replace(r,(function(t,e,r,n,i){var a=\"float\"===n?\"vec2\":\"vec4\",o=i.match(/color/)?\"color\":a;return s[i]?\"define\"===e?\"\\n#ifndef HAS_UNIFORM_u_\"+i+\"\\nuniform lowp float u_\"+i+\"_t;\\nattribute \"+r+\" \"+a+\" a_\"+i+\";\\nvarying \"+r+\" \"+n+\" \"+i+\";\\n#else\\nuniform \"+r+\" \"+n+\" u_\"+i+\";\\n#endif\\n\":\"vec4\"===o?\"\\n#ifndef HAS_UNIFORM_u_\"+i+\"\\n    \"+i+\" = a_\"+i+\";\\n#else\\n    \"+r+\" \"+n+\" \"+i+\" = u_\"+i+\";\\n#endif\\n\":\"\\n#ifndef HAS_UNIFORM_u_\"+i+\"\\n    \"+i+\" = unpack_mix_\"+o+\"(a_\"+i+\", u_\"+i+\"_t);\\n#else\\n    \"+r+\" \"+n+\" \"+i+\" = u_\"+i+\";\\n#endif\\n\":\"define\"===e?\"\\n#ifndef HAS_UNIFORM_u_\"+i+\"\\nuniform lowp float u_\"+i+\"_t;\\nattribute \"+r+\" \"+a+\" a_\"+i+\";\\n#else\\nuniform \"+r+\" \"+n+\" u_\"+i+\";\\n#endif\\n\":\"vec4\"===o?\"\\n#ifndef HAS_UNIFORM_u_\"+i+\"\\n    \"+r+\" \"+n+\" \"+i+\" = a_\"+i+\";\\n#else\\n    \"+r+\" \"+n+\" \"+i+\" = u_\"+i+\";\\n#endif\\n\":\"\\n#ifndef HAS_UNIFORM_u_\"+i+\"\\n    \"+r+\" \"+n+\" \"+i+\" = unpack_mix_\"+o+\"(a_\"+i+\", u_\"+i+\"_t);\\n#else\\n    \"+r+\" \"+n+\" \"+i+\" = u_\"+i+\";\\n#endif\\n\"})),staticAttributes:n,staticUniforms:o}}var wr=Object.freeze({__proto__:null,prelude:Ze,background:Ke,backgroundPattern:Je,circle:$e,clippingMask:Qe,heatmap:tr,heatmapTexture:er,collisionBox:rr,collisionCircle:nr,debug:ir,fill:ar,fillOutline:or,fillOutlinePattern:sr,fillPattern:lr,fillExtrusion:ur,fillExtrusionPattern:cr,hillshadePrepare:fr,hillshade:hr,line:pr,lineGradient:dr,linePattern:vr,lineSDF:gr,raster:yr,symbolIcon:mr,symbolSDF:xr,symbolTextAndIcon:br}),Tr=function(){this.boundProgram=null,this.boundLayoutVertexBuffer=null,this.boundPaintVertexBuffers=[],this.boundIndexBuffer=null,this.boundVertexOffset=null,this.boundDynamicVertexBuffer=null,this.vao=null};function kr(t){for(var e=[],r=0;r<t.length;r++)if(null!==t[r]){var n=t[r].split(\" \");e.push(n.pop())}return e}Tr.prototype.bind=function(t,e,r,n,i,a,o,s){this.context=t;for(var l=this.boundPaintVertexBuffers.length!==n.length,u=0;!l&&u<n.length;u++)this.boundPaintVertexBuffers[u]!==n[u]&&(l=!0);var c=!this.vao||this.boundProgram!==e||this.boundLayoutVertexBuffer!==r||l||this.boundIndexBuffer!==i||this.boundVertexOffset!==a||this.boundDynamicVertexBuffer!==o||this.boundDynamicVertexBuffer2!==s;!t.extVertexArrayObject||c?this.freshBind(e,r,n,i,a,o,s):(t.bindVertexArrayOES.set(this.vao),o&&o.bind(),i&&i.dynamicDraw&&i.bind(),s&&s.bind())},Tr.prototype.freshBind=function(t,e,r,n,i,a,o){var s,l=t.numAttributes,u=this.context,c=u.gl;if(u.extVertexArrayObject)this.vao&&this.destroy(),this.vao=u.extVertexArrayObject.createVertexArrayOES(),u.bindVertexArrayOES.set(this.vao),s=0,this.boundProgram=t,this.boundLayoutVertexBuffer=e,this.boundPaintVertexBuffers=r,this.boundIndexBuffer=n,this.boundVertexOffset=i,this.boundDynamicVertexBuffer=a,this.boundDynamicVertexBuffer2=o;else{s=u.currentNumAttributes||0;for(var f=l;f<s;f++)c.disableVertexAttribArray(f)}e.enableAttributes(c,t);for(var h=0,p=r;h<p.length;h+=1)p[h].enableAttributes(c,t);a&&a.enableAttributes(c,t),o&&o.enableAttributes(c,t),e.bind(),e.setVertexAttribPointers(c,t,i);for(var d=0,v=r;d<v.length;d+=1){var g=v[d];g.bind(),g.setVertexAttribPointers(c,t,i)}a&&(a.bind(),a.setVertexAttribPointers(c,t,i)),n&&n.bind(),o&&(o.bind(),o.setVertexAttribPointers(c,t,i)),u.currentNumAttributes=l},Tr.prototype.destroy=function(){this.vao&&(this.context.extVertexArrayObject.deleteVertexArrayOES(this.vao),this.vao=null)};var Ar=function(t,e,r,n,i,a){var o=t.gl;this.program=o.createProgram();for(var s=kr(r.staticAttributes),l=n?n.getBinderAttributes():[],u=s.concat(l),c=r.staticUniforms?kr(r.staticUniforms):[],f=n?n.getBinderUniforms():[],h=[],p=0,d=c.concat(f);p<d.length;p+=1){var v=d[p];h.indexOf(v)<0&&h.push(v)}var g=n?n.defines():[];a&&g.push(\"#define OVERDRAW_INSPECTOR;\");var y=g.concat(Ze.fragmentSource,r.fragmentSource).join(\"\\n\"),m=g.concat(Ze.vertexSource,r.vertexSource).join(\"\\n\"),x=o.createShader(o.FRAGMENT_SHADER);if(o.isContextLost())this.failedToCreate=!0;else{o.shaderSource(x,y),o.compileShader(x),o.attachShader(this.program,x);var b=o.createShader(o.VERTEX_SHADER);if(o.isContextLost())this.failedToCreate=!0;else{o.shaderSource(b,m),o.compileShader(b),o.attachShader(this.program,b),this.attributes={};var _={};this.numAttributes=u.length;for(var w=0;w<this.numAttributes;w++)u[w]&&(o.bindAttribLocation(this.program,w,u[w]),this.attributes[u[w]]=w);o.linkProgram(this.program),o.deleteShader(b),o.deleteShader(x);for(var T=0;T<h.length;T++){var k=h[T];if(k&&!_[k]){var A=o.getUniformLocation(this.program,k);A&&(_[k]=A)}}this.fixedUniforms=i(t,_),this.binderUniforms=n?n.getUniforms(t,_):[]}}};function Mr(t,e,r){var n=1/ge(r,1,e.transform.tileZoom),i=Math.pow(2,r.tileID.overscaledZ),a=r.tileSize*Math.pow(2,e.transform.tileZoom)/i,o=a*(r.tileID.canonical.x+r.tileID.wrap*i),s=a*r.tileID.canonical.y;return{u_image:0,u_texsize:r.imageAtlasTexture.size,u_scale:[n,t.fromScale,t.toScale],u_fade:t.t,u_pixel_coord_upper:[o>>16,s>>16],u_pixel_coord_lower:[65535&o,65535&s]}}Ar.prototype.draw=function(t,e,r,n,i,a,o,s,l,u,c,f,h,p,d,v){var g,y=t.gl;if(!this.failedToCreate){for(var m in t.program.set(this.program),t.setDepthMode(r),t.setStencilMode(n),t.setColorMode(i),t.setCullFace(a),this.fixedUniforms)this.fixedUniforms[m].set(o[m]);p&&p.setUniforms(t,this.binderUniforms,f,{zoom:h});for(var x=(g={},g[y.LINES]=2,g[y.TRIANGLES]=3,g[y.LINE_STRIP]=1,g)[e],b=0,_=c.get();b<_.length;b+=1){var w=_[b],T=w.vaos||(w.vaos={});(T[s]||(T[s]=new Tr)).bind(t,this,l,p?p.getPaintVertexBuffers():[],u,w.vertexOffset,d,v),y.drawElements(e,w.primitiveLength*x,y.UNSIGNED_SHORT,w.primitiveOffset*x*2)}}};var Sr=function(e,r,n,i){var a=r.style.light,o=a.properties.get(\"position\"),s=[o.x,o.y,o.z],l=t.create$1();\"viewport\"===a.properties.get(\"anchor\")&&t.fromRotation(l,-r.transform.angle),t.transformMat3(s,s,l);var u=a.properties.get(\"color\");return{u_matrix:e,u_lightpos:s,u_lightintensity:a.properties.get(\"intensity\"),u_lightcolor:[u.r,u.g,u.b],u_vertical_gradient:+n,u_opacity:i}},Er=function(e,r,n,i,a,o,s){return t.extend(Sr(e,r,n,i),Mr(o,r,s),{u_height_factor:-Math.pow(2,a.overscaledZ)/s.tileSize/8})},Lr=function(t){return{u_matrix:t}},Cr=function(e,r,n,i){return t.extend(Lr(e),Mr(n,r,i))},Pr=function(t,e){return{u_matrix:t,u_world:e}},Or=function(e,r,n,i,a){return t.extend(Cr(e,r,n,i),{u_world:a})},Ir=function(e,r,n,i){var a,o,s=e.transform;if(\"map\"===i.paint.get(\"circle-pitch-alignment\")){var l=ge(n,1,s.zoom);a=!0,o=[l,l]}else a=!1,o=s.pixelsToGLUnits;return{u_camera_to_center_distance:s.cameraToCenterDistance,u_scale_with_map:+(\"map\"===i.paint.get(\"circle-pitch-scale\")),u_matrix:e.translatePosMatrix(r.posMatrix,n,i.paint.get(\"circle-translate\"),i.paint.get(\"circle-translate-anchor\")),u_pitch_with_map:+a,u_device_pixel_ratio:t.browser.devicePixelRatio,u_extrude_scale:o}},zr=function(t,e,r){var n=ge(r,1,e.zoom),i=Math.pow(2,e.zoom-r.tileID.overscaledZ),a=r.tileID.overscaleFactor();return{u_matrix:t,u_camera_to_center_distance:e.cameraToCenterDistance,u_pixels_to_tile_units:n,u_extrude_scale:[e.pixelsToGLUnits[0]/(n*i),e.pixelsToGLUnits[1]/(n*i)],u_overscale_factor:a}},Dr=function(t,e,r){return{u_matrix:t,u_inv_matrix:e,u_camera_to_center_distance:r.cameraToCenterDistance,u_viewport_size:[r.width,r.height]}},Rr=function(t,e,r){return void 0===r&&(r=1),{u_matrix:t,u_color:e,u_overlay:0,u_overlay_scale:r}},Fr=function(t){return{u_matrix:t}},Br=function(t,e,r,n){return{u_matrix:t,u_extrude_scale:ge(e,1,r),u_intensity:n}},Nr=function(e,r,n,i){var a=t.create();t.ortho(a,0,e.width,e.height,0,0,1);var o=e.context.gl;return{u_matrix:a,u_world:[o.drawingBufferWidth,o.drawingBufferHeight],u_image:n,u_color_ramp:i,u_opacity:r.paint.get(\"heatmap-opacity\")}},jr=function(e,r,n){var i=n.paint.get(\"hillshade-shadow-color\"),a=n.paint.get(\"hillshade-highlight-color\"),o=n.paint.get(\"hillshade-accent-color\"),s=n.paint.get(\"hillshade-illumination-direction\")*(Math.PI/180);\"viewport\"===n.paint.get(\"hillshade-illumination-anchor\")&&(s-=e.transform.angle);var l,u,c,f=!e.options.moving;return{u_matrix:e.transform.calculatePosMatrix(r.tileID.toUnwrapped(),f),u_image:0,u_latrange:(l=r.tileID,u=Math.pow(2,l.canonical.z),c=l.canonical.y,[new t.MercatorCoordinate(0,c/u).toLngLat().lat,new t.MercatorCoordinate(0,(c+1)/u).toLngLat().lat]),u_light:[n.paint.get(\"hillshade-exaggeration\"),s],u_shadow:i,u_highlight:a,u_accent:o}},Ur=function(e,r){var n=r.stride,i=t.create();return t.ortho(i,0,t.EXTENT,-t.EXTENT,0,0,1),t.translate(i,i,[0,-t.EXTENT,0]),{u_matrix:i,u_image:1,u_dimension:[n,n],u_zoom:e.overscaledZ,u_unpack:r.getUnpackVector()}};var Vr=function(e,r,n){var i=e.transform;return{u_matrix:Yr(e,r,n),u_ratio:1/ge(r,1,i.zoom),u_device_pixel_ratio:t.browser.devicePixelRatio,u_units_to_pixels:[1/i.pixelsToGLUnits[0],1/i.pixelsToGLUnits[1]]}},qr=function(e,r,n,i){return t.extend(Vr(e,r,n),{u_image:0,u_image_height:i})},Hr=function(e,r,n,i){var a=e.transform,o=Wr(r,a);return{u_matrix:Yr(e,r,n),u_texsize:r.imageAtlasTexture.size,u_ratio:1/ge(r,1,a.zoom),u_device_pixel_ratio:t.browser.devicePixelRatio,u_image:0,u_scale:[o,i.fromScale,i.toScale],u_fade:i.t,u_units_to_pixels:[1/a.pixelsToGLUnits[0],1/a.pixelsToGLUnits[1]]}},Gr=function(e,r,n,i,a){var o=e.transform,s=e.lineAtlas,l=Wr(r,o),u=\"round\"===n.layout.get(\"line-cap\"),c=s.getDash(i.from,u),f=s.getDash(i.to,u),h=c.width*a.fromScale,p=f.width*a.toScale;return t.extend(Vr(e,r,n),{u_patternscale_a:[l/h,-c.height/2],u_patternscale_b:[l/p,-f.height/2],u_sdfgamma:s.width/(256*Math.min(h,p)*t.browser.devicePixelRatio)/2,u_image:0,u_tex_y_a:c.y,u_tex_y_b:f.y,u_mix:a.t})};function Wr(t,e){return 1/ge(t,1,e.tileZoom)}function Yr(t,e,r){return t.translatePosMatrix(e.tileID.posMatrix,e,r.paint.get(\"line-translate\"),r.paint.get(\"line-translate-anchor\"))}var Xr=function(t,e,r,n,i){return{u_matrix:t,u_tl_parent:e,u_scale_parent:r,u_buffer_scale:1,u_fade_t:n.mix,u_opacity:n.opacity*i.paint.get(\"raster-opacity\"),u_image0:0,u_image1:1,u_brightness_low:i.paint.get(\"raster-brightness-min\"),u_brightness_high:i.paint.get(\"raster-brightness-max\"),u_saturation_factor:(o=i.paint.get(\"raster-saturation\"),o>0?1-1/(1.001-o):-o),u_contrast_factor:(a=i.paint.get(\"raster-contrast\"),a>0?1/(1-a):1+a),u_spin_weights:Zr(i.paint.get(\"raster-hue-rotate\"))};var a,o};function Zr(t){t*=Math.PI/180;var e=Math.sin(t),r=Math.cos(t);return[(2*r+1)/3,(-Math.sqrt(3)*e-r+1)/3,(Math.sqrt(3)*e-r+1)/3]}var Kr,Jr=function(t,e,r,n,i,a,o,s,l,u){var c=i.transform;return{u_is_size_zoom_constant:+(\"constant\"===t||\"source\"===t),u_is_size_feature_constant:+(\"constant\"===t||\"camera\"===t),u_size_t:e?e.uSizeT:0,u_size:e?e.uSize:0,u_camera_to_center_distance:c.cameraToCenterDistance,u_pitch:c.pitch/360*2*Math.PI,u_rotate_symbol:+r,u_aspect_ratio:c.width/c.height,u_fade_change:i.options.fadeDuration?i.symbolFadeChange:1,u_matrix:a,u_label_plane_matrix:o,u_coord_matrix:s,u_is_text:+l,u_pitch_with_map:+n,u_texsize:u,u_texture:0}},$r=function(e,r,n,i,a,o,s,l,u,c,f){var h=a.transform;return t.extend(Jr(e,r,n,i,a,o,s,l,u,c),{u_gamma_scale:i?Math.cos(h._pitch)*h.cameraToCenterDistance:1,u_device_pixel_ratio:t.browser.devicePixelRatio,u_is_halo:+f})},Qr=function(e,r,n,i,a,o,s,l,u,c){return t.extend($r(e,r,n,i,a,o,s,l,!0,u,!0),{u_texsize_icon:c,u_texture_icon:1})},tn=function(t,e,r){return{u_matrix:t,u_opacity:e,u_color:r}},en=function(e,r,n,i,a,o){return t.extend(function(t,e,r,n){var i=r.imageManager.getPattern(t.from.toString()),a=r.imageManager.getPattern(t.to.toString()),o=r.imageManager.getPixelSize(),s=o.width,l=o.height,u=Math.pow(2,n.tileID.overscaledZ),c=n.tileSize*Math.pow(2,r.transform.tileZoom)/u,f=c*(n.tileID.canonical.x+n.tileID.wrap*u),h=c*n.tileID.canonical.y;return{u_image:0,u_pattern_tl_a:i.tl,u_pattern_br_a:i.br,u_pattern_tl_b:a.tl,u_pattern_br_b:a.br,u_texsize:[s,l],u_mix:e.t,u_pattern_size_a:i.displaySize,u_pattern_size_b:a.displaySize,u_scale_a:e.fromScale,u_scale_b:e.toScale,u_tile_units_to_pixels:1/ge(n,1,r.transform.tileZoom),u_pixel_coord_upper:[f>>16,h>>16],u_pixel_coord_lower:[65535&f,65535&h]}}(i,o,n,a),{u_matrix:e,u_opacity:r})},rn={fillExtrusion:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_lightpos:new t.Uniform3f(e,r.u_lightpos),u_lightintensity:new t.Uniform1f(e,r.u_lightintensity),u_lightcolor:new t.Uniform3f(e,r.u_lightcolor),u_vertical_gradient:new t.Uniform1f(e,r.u_vertical_gradient),u_opacity:new t.Uniform1f(e,r.u_opacity)}},fillExtrusionPattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_lightpos:new t.Uniform3f(e,r.u_lightpos),u_lightintensity:new t.Uniform1f(e,r.u_lightintensity),u_lightcolor:new t.Uniform3f(e,r.u_lightcolor),u_vertical_gradient:new t.Uniform1f(e,r.u_vertical_gradient),u_height_factor:new t.Uniform1f(e,r.u_height_factor),u_image:new t.Uniform1i(e,r.u_image),u_texsize:new t.Uniform2f(e,r.u_texsize),u_pixel_coord_upper:new t.Uniform2f(e,r.u_pixel_coord_upper),u_pixel_coord_lower:new t.Uniform2f(e,r.u_pixel_coord_lower),u_scale:new t.Uniform3f(e,r.u_scale),u_fade:new t.Uniform1f(e,r.u_fade),u_opacity:new t.Uniform1f(e,r.u_opacity)}},fill:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix)}},fillPattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_image:new t.Uniform1i(e,r.u_image),u_texsize:new t.Uniform2f(e,r.u_texsize),u_pixel_coord_upper:new t.Uniform2f(e,r.u_pixel_coord_upper),u_pixel_coord_lower:new t.Uniform2f(e,r.u_pixel_coord_lower),u_scale:new t.Uniform3f(e,r.u_scale),u_fade:new t.Uniform1f(e,r.u_fade)}},fillOutline:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_world:new t.Uniform2f(e,r.u_world)}},fillOutlinePattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_world:new t.Uniform2f(e,r.u_world),u_image:new t.Uniform1i(e,r.u_image),u_texsize:new t.Uniform2f(e,r.u_texsize),u_pixel_coord_upper:new t.Uniform2f(e,r.u_pixel_coord_upper),u_pixel_coord_lower:new t.Uniform2f(e,r.u_pixel_coord_lower),u_scale:new t.Uniform3f(e,r.u_scale),u_fade:new t.Uniform1f(e,r.u_fade)}},circle:function(e,r){return{u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_scale_with_map:new t.Uniform1i(e,r.u_scale_with_map),u_pitch_with_map:new t.Uniform1i(e,r.u_pitch_with_map),u_extrude_scale:new t.Uniform2f(e,r.u_extrude_scale),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_matrix:new t.UniformMatrix4f(e,r.u_matrix)}},collisionBox:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_pixels_to_tile_units:new t.Uniform1f(e,r.u_pixels_to_tile_units),u_extrude_scale:new t.Uniform2f(e,r.u_extrude_scale),u_overscale_factor:new t.Uniform1f(e,r.u_overscale_factor)}},collisionCircle:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_inv_matrix:new t.UniformMatrix4f(e,r.u_inv_matrix),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_viewport_size:new t.Uniform2f(e,r.u_viewport_size)}},debug:function(e,r){return{u_color:new t.UniformColor(e,r.u_color),u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_overlay:new t.Uniform1i(e,r.u_overlay),u_overlay_scale:new t.Uniform1f(e,r.u_overlay_scale)}},clippingMask:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix)}},heatmap:function(e,r){return{u_extrude_scale:new t.Uniform1f(e,r.u_extrude_scale),u_intensity:new t.Uniform1f(e,r.u_intensity),u_matrix:new t.UniformMatrix4f(e,r.u_matrix)}},heatmapTexture:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_world:new t.Uniform2f(e,r.u_world),u_image:new t.Uniform1i(e,r.u_image),u_color_ramp:new t.Uniform1i(e,r.u_color_ramp),u_opacity:new t.Uniform1f(e,r.u_opacity)}},hillshade:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_image:new t.Uniform1i(e,r.u_image),u_latrange:new t.Uniform2f(e,r.u_latrange),u_light:new t.Uniform2f(e,r.u_light),u_shadow:new t.UniformColor(e,r.u_shadow),u_highlight:new t.UniformColor(e,r.u_highlight),u_accent:new t.UniformColor(e,r.u_accent)}},hillshadePrepare:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_image:new t.Uniform1i(e,r.u_image),u_dimension:new t.Uniform2f(e,r.u_dimension),u_zoom:new t.Uniform1f(e,r.u_zoom),u_unpack:new t.Uniform4f(e,r.u_unpack)}},line:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_ratio:new t.Uniform1f(e,r.u_ratio),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_units_to_pixels:new t.Uniform2f(e,r.u_units_to_pixels)}},lineGradient:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_ratio:new t.Uniform1f(e,r.u_ratio),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_units_to_pixels:new t.Uniform2f(e,r.u_units_to_pixels),u_image:new t.Uniform1i(e,r.u_image),u_image_height:new t.Uniform1f(e,r.u_image_height)}},linePattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_texsize:new t.Uniform2f(e,r.u_texsize),u_ratio:new t.Uniform1f(e,r.u_ratio),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_image:new t.Uniform1i(e,r.u_image),u_units_to_pixels:new t.Uniform2f(e,r.u_units_to_pixels),u_scale:new t.Uniform3f(e,r.u_scale),u_fade:new t.Uniform1f(e,r.u_fade)}},lineSDF:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_ratio:new t.Uniform1f(e,r.u_ratio),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_units_to_pixels:new t.Uniform2f(e,r.u_units_to_pixels),u_patternscale_a:new t.Uniform2f(e,r.u_patternscale_a),u_patternscale_b:new t.Uniform2f(e,r.u_patternscale_b),u_sdfgamma:new t.Uniform1f(e,r.u_sdfgamma),u_image:new t.Uniform1i(e,r.u_image),u_tex_y_a:new t.Uniform1f(e,r.u_tex_y_a),u_tex_y_b:new t.Uniform1f(e,r.u_tex_y_b),u_mix:new t.Uniform1f(e,r.u_mix)}},raster:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_tl_parent:new t.Uniform2f(e,r.u_tl_parent),u_scale_parent:new t.Uniform1f(e,r.u_scale_parent),u_buffer_scale:new t.Uniform1f(e,r.u_buffer_scale),u_fade_t:new t.Uniform1f(e,r.u_fade_t),u_opacity:new t.Uniform1f(e,r.u_opacity),u_image0:new t.Uniform1i(e,r.u_image0),u_image1:new t.Uniform1i(e,r.u_image1),u_brightness_low:new t.Uniform1f(e,r.u_brightness_low),u_brightness_high:new t.Uniform1f(e,r.u_brightness_high),u_saturation_factor:new t.Uniform1f(e,r.u_saturation_factor),u_contrast_factor:new t.Uniform1f(e,r.u_contrast_factor),u_spin_weights:new t.Uniform3f(e,r.u_spin_weights)}},symbolIcon:function(e,r){return{u_is_size_zoom_constant:new t.Uniform1i(e,r.u_is_size_zoom_constant),u_is_size_feature_constant:new t.Uniform1i(e,r.u_is_size_feature_constant),u_size_t:new t.Uniform1f(e,r.u_size_t),u_size:new t.Uniform1f(e,r.u_size),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_pitch:new t.Uniform1f(e,r.u_pitch),u_rotate_symbol:new t.Uniform1i(e,r.u_rotate_symbol),u_aspect_ratio:new t.Uniform1f(e,r.u_aspect_ratio),u_fade_change:new t.Uniform1f(e,r.u_fade_change),u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_label_plane_matrix:new t.UniformMatrix4f(e,r.u_label_plane_matrix),u_coord_matrix:new t.UniformMatrix4f(e,r.u_coord_matrix),u_is_text:new t.Uniform1i(e,r.u_is_text),u_pitch_with_map:new t.Uniform1i(e,r.u_pitch_with_map),u_texsize:new t.Uniform2f(e,r.u_texsize),u_texture:new t.Uniform1i(e,r.u_texture)}},symbolSDF:function(e,r){return{u_is_size_zoom_constant:new t.Uniform1i(e,r.u_is_size_zoom_constant),u_is_size_feature_constant:new t.Uniform1i(e,r.u_is_size_feature_constant),u_size_t:new t.Uniform1f(e,r.u_size_t),u_size:new t.Uniform1f(e,r.u_size),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_pitch:new t.Uniform1f(e,r.u_pitch),u_rotate_symbol:new t.Uniform1i(e,r.u_rotate_symbol),u_aspect_ratio:new t.Uniform1f(e,r.u_aspect_ratio),u_fade_change:new t.Uniform1f(e,r.u_fade_change),u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_label_plane_matrix:new t.UniformMatrix4f(e,r.u_label_plane_matrix),u_coord_matrix:new t.UniformMatrix4f(e,r.u_coord_matrix),u_is_text:new t.Uniform1i(e,r.u_is_text),u_pitch_with_map:new t.Uniform1i(e,r.u_pitch_with_map),u_texsize:new t.Uniform2f(e,r.u_texsize),u_texture:new t.Uniform1i(e,r.u_texture),u_gamma_scale:new t.Uniform1f(e,r.u_gamma_scale),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_is_halo:new t.Uniform1i(e,r.u_is_halo)}},symbolTextAndIcon:function(e,r){return{u_is_size_zoom_constant:new t.Uniform1i(e,r.u_is_size_zoom_constant),u_is_size_feature_constant:new t.Uniform1i(e,r.u_is_size_feature_constant),u_size_t:new t.Uniform1f(e,r.u_size_t),u_size:new t.Uniform1f(e,r.u_size),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_pitch:new t.Uniform1f(e,r.u_pitch),u_rotate_symbol:new t.Uniform1i(e,r.u_rotate_symbol),u_aspect_ratio:new t.Uniform1f(e,r.u_aspect_ratio),u_fade_change:new t.Uniform1f(e,r.u_fade_change),u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_label_plane_matrix:new t.UniformMatrix4f(e,r.u_label_plane_matrix),u_coord_matrix:new t.UniformMatrix4f(e,r.u_coord_matrix),u_is_text:new t.Uniform1i(e,r.u_is_text),u_pitch_with_map:new t.Uniform1i(e,r.u_pitch_with_map),u_texsize:new t.Uniform2f(e,r.u_texsize),u_texsize_icon:new t.Uniform2f(e,r.u_texsize_icon),u_texture:new t.Uniform1i(e,r.u_texture),u_texture_icon:new t.Uniform1i(e,r.u_texture_icon),u_gamma_scale:new t.Uniform1f(e,r.u_gamma_scale),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_is_halo:new t.Uniform1i(e,r.u_is_halo)}},background:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_opacity:new t.Uniform1f(e,r.u_opacity),u_color:new t.UniformColor(e,r.u_color)}},backgroundPattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_opacity:new t.Uniform1f(e,r.u_opacity),u_image:new t.Uniform1i(e,r.u_image),u_pattern_tl_a:new t.Uniform2f(e,r.u_pattern_tl_a),u_pattern_br_a:new t.Uniform2f(e,r.u_pattern_br_a),u_pattern_tl_b:new t.Uniform2f(e,r.u_pattern_tl_b),u_pattern_br_b:new t.Uniform2f(e,r.u_pattern_br_b),u_texsize:new t.Uniform2f(e,r.u_texsize),u_mix:new t.Uniform1f(e,r.u_mix),u_pattern_size_a:new t.Uniform2f(e,r.u_pattern_size_a),u_pattern_size_b:new t.Uniform2f(e,r.u_pattern_size_b),u_scale_a:new t.Uniform1f(e,r.u_scale_a),u_scale_b:new t.Uniform1f(e,r.u_scale_b),u_pixel_coord_upper:new t.Uniform2f(e,r.u_pixel_coord_upper),u_pixel_coord_lower:new t.Uniform2f(e,r.u_pixel_coord_lower),u_tile_units_to_pixels:new t.Uniform1f(e,r.u_tile_units_to_pixels)}}};function nn(e,r,n,i,a,o,s){for(var l=e.context,u=l.gl,c=e.useProgram(\"collisionBox\"),f=[],h=0,p=0,d=0;d<i.length;d++){var v=i[d],g=r.getTile(v),y=g.getBucket(n);if(y){var m=v.posMatrix;0===a[0]&&0===a[1]||(m=e.translatePosMatrix(v.posMatrix,g,a,o));var x=s?y.textCollisionBox:y.iconCollisionBox,b=y.collisionCircleArray;if(b.length>0){var _=t.create(),w=m;t.mul(_,y.placementInvProjMatrix,e.transform.glCoordMatrix),t.mul(_,_,y.placementViewportMatrix),f.push({circleArray:b,circleOffset:p,transform:w,invTransform:_}),p=h+=b.length/4}x&&c.draw(l,u.LINES,Mt.disabled,Et.disabled,e.colorModeForRenderPass(),Ct.disabled,zr(m,e.transform,g),n.id,x.layoutVertexBuffer,x.indexBuffer,x.segments,null,e.transform.zoom,null,null,x.collisionVertexBuffer)}}if(s&&f.length){var T=e.useProgram(\"collisionCircle\"),k=new t.StructArrayLayout2f1f2i16;k.resize(4*h),k._trim();for(var A=0,M=0,S=f;M<S.length;M+=1)for(var E=S[M],L=0;L<E.circleArray.length/4;L++){var C=4*L,P=E.circleArray[C+0],O=E.circleArray[C+1],I=E.circleArray[C+2],z=E.circleArray[C+3];k.emplace(A++,P,O,I,z,0),k.emplace(A++,P,O,I,z,1),k.emplace(A++,P,O,I,z,2),k.emplace(A++,P,O,I,z,3)}(!Kr||Kr.length<2*h)&&(Kr=function(e){var r=2*e,n=new t.StructArrayLayout3ui6;n.resize(r),n._trim();for(var i=0;i<r;i++){var a=6*i;n.uint16[a+0]=4*i+0,n.uint16[a+1]=4*i+1,n.uint16[a+2]=4*i+2,n.uint16[a+3]=4*i+2,n.uint16[a+4]=4*i+3,n.uint16[a+5]=4*i+0}return n}(h));for(var D=l.createIndexBuffer(Kr,!0),R=l.createVertexBuffer(k,t.collisionCircleLayout.members,!0),F=0,B=f;F<B.length;F+=1){var N=B[F],j=Dr(N.transform,N.invTransform,e.transform);T.draw(l,u.TRIANGLES,Mt.disabled,Et.disabled,e.colorModeForRenderPass(),Ct.disabled,j,n.id,R,D,t.SegmentVector.simpleSegment(0,2*N.circleOffset,N.circleArray.length,N.circleArray.length/2),null,e.transform.zoom,null,null,null)}R.destroy(),D.destroy()}}var an=t.identity(new Float32Array(16));function on(e,r,n,i,a,o){var s=t.getAnchorAlignment(e),l=-(s.horizontalAlign-.5)*r,u=-(s.verticalAlign-.5)*n,c=t.evaluateVariableOffset(e,i);return new t.Point((l/a+c[0])*o,(u/a+c[1])*o)}function sn(e,r,n,i,a,o,s,l,u,c,f){var h=e.text.placedSymbolArray,p=e.text.dynamicLayoutVertexArray,d=e.icon.dynamicLayoutVertexArray,v={};p.clear();for(var g=0;g<h.length;g++){var y=h.get(g),m=e.allowVerticalPlacement&&!y.placedOrientation,x=y.hidden||!y.crossTileID||m?null:i[y.crossTileID];if(x){var b=new t.Point(y.anchorX,y.anchorY),_=re(b,n?l:s),w=ne(o.cameraToCenterDistance,_.signedDistanceFromCamera),T=a.evaluateSizeForFeature(e.textSizeData,c,y)*w/t.ONE_EM;n&&(T*=e.tilePixelRatio/u);for(var k=x.width,A=x.height,M=on(x.anchor,k,A,x.textOffset,x.textBoxScale,T),S=n?re(b.add(M),s).point:_.point.add(r?M.rotate(-o.angle):M),E=e.allowVerticalPlacement&&y.placedOrientation===t.WritingMode.vertical?Math.PI/2:0,L=0;L<y.numGlyphs;L++)t.addDynamicAttributes(p,S,E);f&&y.associatedIconIndex>=0&&(v[y.associatedIconIndex]={shiftedAnchor:S,angle:E})}else he(y.numGlyphs,p)}if(f){d.clear();for(var C=e.icon.placedSymbolArray,P=0;P<C.length;P++){var O=C.get(P);if(O.hidden)he(O.numGlyphs,d);else{var I=v[P];if(I)for(var z=0;z<O.numGlyphs;z++)t.addDynamicAttributes(d,I.shiftedAnchor,I.angle);else he(O.numGlyphs,d)}}e.icon.dynamicLayoutVertexBuffer.updateData(d)}e.text.dynamicLayoutVertexBuffer.updateData(p)}function ln(t,e,r){return r.iconsInText&&e?\"symbolTextAndIcon\":t?\"symbolSDF\":\"symbolIcon\"}function un(e,r,n,i,a,o,s,l,u,c,f,h){for(var p=e.context,d=p.gl,v=e.transform,g=\"map\"===l,y=\"map\"===u,m=g&&\"point\"!==n.layout.get(\"symbol-placement\"),x=g&&!y&&!m,b=void 0!==n.layout.get(\"symbol-sort-key\").constantOr(1),_=!1,w=e.depthModeForSublayer(0,Mt.ReadOnly),T=n.layout.get(\"text-variable-anchor\"),k=[],A=0,M=i;A<M.length;A+=1){var S=M[A],E=r.getTile(S),L=E.getBucket(n);if(L){var C=a?L.text:L.icon;if(C&&C.segments.get().length){var P=C.programConfigurations.get(n.id),O=a||L.sdfIcons,I=a?L.textSizeData:L.iconSizeData,z=y||0!==v.pitch,D=e.useProgram(ln(O,a,L),P),R=t.evaluateSizeForZoom(I,v.zoom),F=void 0,B=[0,0],N=void 0,j=void 0,U=null,V=void 0;if(a){if(N=E.glyphAtlasTexture,j=d.LINEAR,F=E.glyphAtlasTexture.size,L.iconsInText){B=E.imageAtlasTexture.size,U=E.imageAtlasTexture;var q=\"composite\"===I.kind||\"camera\"===I.kind;V=z||e.options.rotating||e.options.zooming||q?d.LINEAR:d.NEAREST}}else{var H=1!==n.layout.get(\"icon-size\").constantOr(0)||L.iconsNeedLinear;N=E.imageAtlasTexture,j=O||e.options.rotating||e.options.zooming||H||z?d.LINEAR:d.NEAREST,F=E.imageAtlasTexture.size}var G=ge(E,1,e.transform.zoom),W=te(S.posMatrix,y,g,e.transform,G),Y=ee(S.posMatrix,y,g,e.transform,G),X=T&&L.hasTextData(),Z=\"none\"!==n.layout.get(\"icon-text-fit\")&&X&&L.hasIconData();m&&ae(L,S.posMatrix,e,a,W,Y,y,c);var K=e.translatePosMatrix(S.posMatrix,E,o,s),J=m||a&&T||Z?an:W,$=e.translatePosMatrix(Y,E,o,s,!0),Q=O&&0!==n.paint.get(a?\"text-halo-width\":\"icon-halo-width\").constantOr(1),tt={program:D,buffers:C,uniformValues:O?L.iconsInText?Qr(I.kind,R,x,y,e,K,J,$,F,B):$r(I.kind,R,x,y,e,K,J,$,a,F,!0):Jr(I.kind,R,x,y,e,K,J,$,a,F),atlasTexture:N,atlasTextureIcon:U,atlasInterpolation:j,atlasInterpolationIcon:V,isSDF:O,hasHalo:Q};if(b&&L.canOverlap){_=!0;for(var et=0,rt=C.segments.get();et<rt.length;et+=1){var nt=rt[et];k.push({segments:new t.SegmentVector([nt]),sortKey:nt.sortKey,state:tt})}}else k.push({segments:C.segments,sortKey:0,state:tt})}}}_&&k.sort((function(t,e){return t.sortKey-e.sortKey}));for(var it=0,at=k;it<at.length;it+=1){var ot=at[it],st=ot.state;if(p.activeTexture.set(d.TEXTURE0),st.atlasTexture.bind(st.atlasInterpolation,d.CLAMP_TO_EDGE),st.atlasTextureIcon&&(p.activeTexture.set(d.TEXTURE1),st.atlasTextureIcon&&st.atlasTextureIcon.bind(st.atlasInterpolationIcon,d.CLAMP_TO_EDGE)),st.isSDF){var lt=st.uniformValues;st.hasHalo&&(lt.u_is_halo=1,cn(st.buffers,ot.segments,n,e,st.program,w,f,h,lt)),lt.u_is_halo=0}cn(st.buffers,ot.segments,n,e,st.program,w,f,h,st.uniformValues)}}function cn(t,e,r,n,i,a,o,s,l){var u=n.context,c=u.gl;i.draw(u,c.TRIANGLES,a,o,s,Ct.disabled,l,r.id,t.layoutVertexBuffer,t.indexBuffer,e,r.paint,n.transform.zoom,t.programConfigurations.get(r.id),t.dynamicLayoutVertexBuffer,t.opacityVertexBuffer)}function fn(t,e,r,n,i,a,o){var s,l,u,c,f,h=t.context.gl,p=r.paint.get(\"fill-pattern\"),d=p&&p.constantOr(1),v=r.getCrossfadeParameters();o?(l=d&&!r.getPaintProperty(\"fill-outline-color\")?\"fillOutlinePattern\":\"fillOutline\",s=h.LINES):(l=d?\"fillPattern\":\"fill\",s=h.TRIANGLES);for(var g=0,y=n;g<y.length;g+=1){var m=y[g],x=e.getTile(m);if(!d||x.patternsLoaded()){var b=x.getBucket(r);if(b){var _=b.programConfigurations.get(r.id),w=t.useProgram(l,_);d&&(t.context.activeTexture.set(h.TEXTURE0),x.imageAtlasTexture.bind(h.LINEAR,h.CLAMP_TO_EDGE),_.updatePaintBuffers(v));var T=p.constantOr(null);if(T&&x.imageAtlas){var k=x.imageAtlas,A=k.patternPositions[T.to.toString()],M=k.patternPositions[T.from.toString()];A&&M&&_.setConstantPatternPositions(A,M)}var S=t.translatePosMatrix(m.posMatrix,x,r.paint.get(\"fill-translate\"),r.paint.get(\"fill-translate-anchor\"));if(o){c=b.indexBuffer2,f=b.segments2;var E=[h.drawingBufferWidth,h.drawingBufferHeight];u=\"fillOutlinePattern\"===l&&d?Or(S,t,v,x,E):Pr(S,E)}else c=b.indexBuffer,f=b.segments,u=d?Cr(S,t,v,x):Lr(S);w.draw(t.context,s,i,t.stencilModeForClipping(m),a,Ct.disabled,u,r.id,b.layoutVertexBuffer,c,f,r.paint,t.transform.zoom,_)}}}}function hn(t,e,r,n,i,a,o){for(var s=t.context,l=s.gl,u=r.paint.get(\"fill-extrusion-pattern\"),c=u.constantOr(1),f=r.getCrossfadeParameters(),h=r.paint.get(\"fill-extrusion-opacity\"),p=0,d=n;p<d.length;p+=1){var v=d[p],g=e.getTile(v),y=g.getBucket(r);if(y){var m=y.programConfigurations.get(r.id),x=t.useProgram(c?\"fillExtrusionPattern\":\"fillExtrusion\",m);c&&(t.context.activeTexture.set(l.TEXTURE0),g.imageAtlasTexture.bind(l.LINEAR,l.CLAMP_TO_EDGE),m.updatePaintBuffers(f));var b=u.constantOr(null);if(b&&g.imageAtlas){var _=g.imageAtlas,w=_.patternPositions[b.to.toString()],T=_.patternPositions[b.from.toString()];w&&T&&m.setConstantPatternPositions(w,T)}var k=t.translatePosMatrix(v.posMatrix,g,r.paint.get(\"fill-extrusion-translate\"),r.paint.get(\"fill-extrusion-translate-anchor\")),A=r.paint.get(\"fill-extrusion-vertical-gradient\"),M=c?Er(k,t,A,h,v,f,g):Sr(k,t,A,h);x.draw(s,s.gl.TRIANGLES,i,a,o,Ct.backCCW,M,r.id,y.layoutVertexBuffer,y.indexBuffer,y.segments,r.paint,t.transform.zoom,m)}}}function pn(t,e,r,n,i,a){var o=t.context,s=o.gl,l=e.fbo;if(l){var u=t.useProgram(\"hillshade\");o.activeTexture.set(s.TEXTURE0),s.bindTexture(s.TEXTURE_2D,l.colorAttachment.get());var c=jr(t,e,r);u.draw(o,s.TRIANGLES,n,i,a,Ct.disabled,c,r.id,t.rasterBoundsBuffer,t.quadTriangleIndexBuffer,t.rasterBoundsSegments)}}function dn(e,r,n,i,a,o){var s=e.context,l=s.gl,u=r.dem;if(u&&u.data){var c=u.dim,f=u.stride,h=u.getPixels();if(s.activeTexture.set(l.TEXTURE1),s.pixelStoreUnpackPremultiplyAlpha.set(!1),r.demTexture=r.demTexture||e.getTileTexture(f),r.demTexture){var p=r.demTexture;p.update(h,{premultiply:!1}),p.bind(l.NEAREST,l.CLAMP_TO_EDGE)}else r.demTexture=new t.Texture(s,h,l.RGBA,{premultiply:!1}),r.demTexture.bind(l.NEAREST,l.CLAMP_TO_EDGE);s.activeTexture.set(l.TEXTURE0);var d=r.fbo;if(!d){var v=new t.Texture(s,{width:c,height:c,data:null},l.RGBA);v.bind(l.LINEAR,l.CLAMP_TO_EDGE),(d=r.fbo=s.createFramebuffer(c,c,!0)).colorAttachment.set(v.texture)}s.bindFramebuffer.set(d.framebuffer),s.viewport.set([0,0,c,c]),e.useProgram(\"hillshadePrepare\").draw(s,l.TRIANGLES,i,a,o,Ct.disabled,Ur(r.tileID,u),n.id,e.rasterBoundsBuffer,e.quadTriangleIndexBuffer,e.rasterBoundsSegments),r.needsHillshadePrepare=!1}}function vn(e,r,n,i,a){var o=i.paint.get(\"raster-fade-duration\");if(o>0){var s=t.browser.now(),l=(s-e.timeAdded)/o,u=r?(s-r.timeAdded)/o:-1,c=n.getSource(),f=a.coveringZoomLevel({tileSize:c.tileSize,roundZoom:c.roundZoom}),h=!r||Math.abs(r.tileID.overscaledZ-f)>Math.abs(e.tileID.overscaledZ-f),p=h&&e.refreshedUponExpiration?1:t.clamp(h?l:1-u,0,1);return e.refreshedUponExpiration&&l>=1&&(e.refreshedUponExpiration=!1),r?{opacity:1,mix:1-p}:{opacity:p,mix:0}}return{opacity:1,mix:0}}var gn=new t.Color(1,0,0,1),yn=new t.Color(0,1,0,1),mn=new t.Color(0,0,1,1),xn=new t.Color(1,0,1,1),bn=new t.Color(0,1,1,1);function _n(t){var e=t.transform.padding;wn(t,t.transform.height-(e.top||0),3,gn),wn(t,e.bottom||0,3,yn),Tn(t,e.left||0,3,mn),Tn(t,t.transform.width-(e.right||0),3,xn);var r=t.transform.centerPoint;!function(t,e,r,n){var i=20,a=2;kn(t,e-a/2,r-i/2,a,i,n),kn(t,e-i/2,r-a/2,i,a,n)}(t,r.x,t.transform.height-r.y,bn)}function wn(t,e,r,n){kn(t,0,e+r/2,t.transform.width,r,n)}function Tn(t,e,r,n){kn(t,e-r/2,0,r,t.transform.height,n)}function kn(e,r,n,i,a,o){var s=e.context,l=s.gl;l.enable(l.SCISSOR_TEST),l.scissor(r*t.browser.devicePixelRatio,n*t.browser.devicePixelRatio,i*t.browser.devicePixelRatio,a*t.browser.devicePixelRatio),s.clear({color:o}),l.disable(l.SCISSOR_TEST)}function An(e,r,n){var i=e.context,a=i.gl,o=n.posMatrix,s=e.useProgram(\"debug\"),l=Mt.disabled,u=Et.disabled,c=e.colorModeForRenderPass(),f=\"$debug\";i.activeTexture.set(a.TEXTURE0),e.emptyTexture.bind(a.LINEAR,a.CLAMP_TO_EDGE),s.draw(i,a.LINE_STRIP,l,u,c,Ct.disabled,Rr(o,t.Color.red),f,e.debugBuffer,e.tileBorderIndexBuffer,e.debugSegments);var h=r.getTileByID(n.key).latestRawTileData,p=h&&h.byteLength||0,d=Math.floor(p/1024),v=r.getTile(n).tileSize,g=512/Math.min(v,512)*(n.overscaledZ/e.transform.zoom)*.5,y=n.canonical.toString();n.overscaledZ!==n.canonical.z&&(y+=\" => \"+n.overscaledZ),function(t,e){t.initDebugOverlayCanvas();var r=t.debugOverlayCanvas,n=t.context.gl,i=t.debugOverlayCanvas.getContext(\"2d\");i.clearRect(0,0,r.width,r.height),i.shadowColor=\"white\",i.shadowBlur=2,i.lineWidth=1.5,i.strokeStyle=\"white\",i.textBaseline=\"top\",i.font=\"bold 36px Open Sans, sans-serif\",i.fillText(e,5,5),i.strokeText(e,5,5),t.debugOverlayTexture.update(r),t.debugOverlayTexture.bind(n.LINEAR,n.CLAMP_TO_EDGE)}(e,y+\" \"+d+\"kb\"),s.draw(i,a.TRIANGLES,l,u,Lt.alphaBlended,Ct.disabled,Rr(o,t.Color.transparent,g),f,e.debugBuffer,e.quadTriangleIndexBuffer,e.debugSegments)}var Mn={symbol:function(e,r,n,i,a){if(\"translucent\"===e.renderPass){var o=Et.disabled,s=e.colorModeForRenderPass();n.layout.get(\"text-variable-anchor\")&&function(e,r,n,i,a,o,s){for(var l=r.transform,u=\"map\"===a,c=\"map\"===o,f=0,h=e;f<h.length;f+=1){var p=h[f],d=i.getTile(p),v=d.getBucket(n);if(v&&v.text&&v.text.segments.get().length){var g=v.textSizeData,y=t.evaluateSizeForZoom(g,l.zoom),m=ge(d,1,r.transform.zoom),x=te(p.posMatrix,c,u,r.transform,m),b=\"none\"!==n.layout.get(\"icon-text-fit\")&&v.hasIconData();if(y){var _=Math.pow(2,l.zoom-d.tileID.overscaledZ);sn(v,u,c,s,t.symbolSize,l,x,p.posMatrix,_,y,b)}}}}(i,e,n,r,n.layout.get(\"text-rotation-alignment\"),n.layout.get(\"text-pitch-alignment\"),a),0!==n.paint.get(\"icon-opacity\").constantOr(1)&&un(e,r,n,i,!1,n.paint.get(\"icon-translate\"),n.paint.get(\"icon-translate-anchor\"),n.layout.get(\"icon-rotation-alignment\"),n.layout.get(\"icon-pitch-alignment\"),n.layout.get(\"icon-keep-upright\"),o,s),0!==n.paint.get(\"text-opacity\").constantOr(1)&&un(e,r,n,i,!0,n.paint.get(\"text-translate\"),n.paint.get(\"text-translate-anchor\"),n.layout.get(\"text-rotation-alignment\"),n.layout.get(\"text-pitch-alignment\"),n.layout.get(\"text-keep-upright\"),o,s),r.map.showCollisionBoxes&&(nn(e,r,n,i,n.paint.get(\"text-translate\"),n.paint.get(\"text-translate-anchor\"),!0),nn(e,r,n,i,n.paint.get(\"icon-translate\"),n.paint.get(\"icon-translate-anchor\"),!1))}},circle:function(e,r,n,i){if(\"translucent\"===e.renderPass){var a=n.paint.get(\"circle-opacity\"),o=n.paint.get(\"circle-stroke-width\"),s=n.paint.get(\"circle-stroke-opacity\"),l=void 0!==n.layout.get(\"circle-sort-key\").constantOr(1);if(0!==a.constantOr(1)||0!==o.constantOr(1)&&0!==s.constantOr(1)){for(var u=e.context,c=u.gl,f=e.depthModeForSublayer(0,Mt.ReadOnly),h=Et.disabled,p=e.colorModeForRenderPass(),d=[],v=0;v<i.length;v++){var g=i[v],y=r.getTile(g),m=y.getBucket(n);if(m){var x=m.programConfigurations.get(n.id),b={programConfiguration:x,program:e.useProgram(\"circle\",x),layoutVertexBuffer:m.layoutVertexBuffer,indexBuffer:m.indexBuffer,uniformValues:Ir(e,g,y,n)};if(l)for(var _=0,w=m.segments.get();_<w.length;_+=1){var T=w[_];d.push({segments:new t.SegmentVector([T]),sortKey:T.sortKey,state:b})}else d.push({segments:m.segments,sortKey:0,state:b})}}l&&d.sort((function(t,e){return t.sortKey-e.sortKey}));for(var k=0,A=d;k<A.length;k+=1){var M=A[k],S=M.state,E=S.programConfiguration,L=S.program,C=S.layoutVertexBuffer,P=S.indexBuffer,O=S.uniformValues,I=M.segments;L.draw(u,c.TRIANGLES,f,h,p,Ct.disabled,O,n.id,C,P,I,n.paint,e.transform.zoom,E)}}}},heatmap:function(e,r,n,i){if(0!==n.paint.get(\"heatmap-opacity\"))if(\"offscreen\"===e.renderPass){var a=e.context,o=a.gl,s=Et.disabled,l=new Lt([o.ONE,o.ONE],t.Color.transparent,[!0,!0,!0,!0]);(function(t,e,r){var n=t.gl;t.activeTexture.set(n.TEXTURE1),t.viewport.set([0,0,e.width/4,e.height/4]);var i=r.heatmapFbo;if(i)n.bindTexture(n.TEXTURE_2D,i.colorAttachment.get()),t.bindFramebuffer.set(i.framebuffer);else{var a=n.createTexture();n.bindTexture(n.TEXTURE_2D,a),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_WRAP_S,n.CLAMP_TO_EDGE),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_WRAP_T,n.CLAMP_TO_EDGE),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MIN_FILTER,n.LINEAR),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MAG_FILTER,n.LINEAR),i=r.heatmapFbo=t.createFramebuffer(e.width/4,e.height/4,!1),function(t,e,r,n){var i=t.gl,a=t.extRenderToTextureHalfFloat?t.extTextureHalfFloat.HALF_FLOAT_OES:i.UNSIGNED_BYTE;i.texImage2D(i.TEXTURE_2D,0,i.RGBA,e.width/4,e.height/4,0,i.RGBA,a,null),n.colorAttachment.set(r)}(t,e,a,i)}})(a,e,n),a.clear({color:t.Color.transparent});for(var u=0;u<i.length;u++){var c=i[u];if(!r.hasRenderableParent(c)){var f=r.getTile(c),h=f.getBucket(n);if(h){var p=h.programConfigurations.get(n.id),d=e.useProgram(\"heatmap\",p),v=e.transform.zoom;d.draw(a,o.TRIANGLES,Mt.disabled,s,l,Ct.disabled,Br(c.posMatrix,f,v,n.paint.get(\"heatmap-intensity\")),n.id,h.layoutVertexBuffer,h.indexBuffer,h.segments,n.paint,e.transform.zoom,p)}}}a.viewport.set([0,0,e.width,e.height])}else\"translucent\"===e.renderPass&&(e.context.setColorMode(e.colorModeForRenderPass()),function(e,r){var n=e.context,i=n.gl,a=r.heatmapFbo;if(a){n.activeTexture.set(i.TEXTURE0),i.bindTexture(i.TEXTURE_2D,a.colorAttachment.get()),n.activeTexture.set(i.TEXTURE1);var o=r.colorRampTexture;o||(o=r.colorRampTexture=new t.Texture(n,r.colorRamp,i.RGBA)),o.bind(i.LINEAR,i.CLAMP_TO_EDGE),e.useProgram(\"heatmapTexture\").draw(n,i.TRIANGLES,Mt.disabled,Et.disabled,e.colorModeForRenderPass(),Ct.disabled,Nr(e,r,0,1),r.id,e.viewportBuffer,e.quadTriangleIndexBuffer,e.viewportSegments,r.paint,e.transform.zoom)}}(e,n))},line:function(e,r,n,i){if(\"translucent\"===e.renderPass){var a=n.paint.get(\"line-opacity\"),o=n.paint.get(\"line-width\");if(0!==a.constantOr(1)&&0!==o.constantOr(1))for(var s=e.depthModeForSublayer(0,Mt.ReadOnly),l=e.colorModeForRenderPass(),u=n.paint.get(\"line-dasharray\"),c=n.paint.get(\"line-pattern\"),f=c.constantOr(1),h=n.paint.get(\"line-gradient\"),p=n.getCrossfadeParameters(),d=f?\"linePattern\":u?\"lineSDF\":h?\"lineGradient\":\"line\",v=e.context,g=v.gl,y=!0,m=0,x=i;m<x.length;m+=1){var b=x[m],_=r.getTile(b);if(!f||_.patternsLoaded()){var w=_.getBucket(n);if(w){var T=w.programConfigurations.get(n.id),k=e.context.program.get(),A=e.useProgram(d,T),M=y||A.program!==k,S=c.constantOr(null);if(S&&_.imageAtlas){var E=_.imageAtlas,L=E.patternPositions[S.to.toString()],C=E.patternPositions[S.from.toString()];L&&C&&T.setConstantPatternPositions(L,C)}var P=f?Hr(e,_,n,p):u?Gr(e,_,n,u,p):h?qr(e,_,n,w.lineClipsArray.length):Vr(e,_,n);if(f)v.activeTexture.set(g.TEXTURE0),_.imageAtlasTexture.bind(g.LINEAR,g.CLAMP_TO_EDGE),T.updatePaintBuffers(p);else if(u&&(M||e.lineAtlas.dirty))v.activeTexture.set(g.TEXTURE0),e.lineAtlas.bind(v);else if(h){var O=w.gradients[n.id],I=O.texture;if(n.gradientVersion!==O.version){var z=256;if(n.stepInterpolant){var D=r.getSource().maxzoom,R=b.canonical.z===D?Math.ceil(1<<e.transform.maxZoom-b.canonical.z):1,F=w.maxLineLength/t.EXTENT*1024*R;z=t.clamp(t.nextPowerOfTwo(F),256,v.maxTextureSize)}O.gradient=t.renderColorRamp({expression:n.gradientExpression(),evaluationKey:\"lineProgress\",resolution:z,image:O.gradient||void 0,clips:w.lineClipsArray}),O.texture?O.texture.update(O.gradient):O.texture=new t.Texture(v,O.gradient,g.RGBA),O.version=n.gradientVersion,I=O.texture}v.activeTexture.set(g.TEXTURE0),I.bind(n.stepInterpolant?g.NEAREST:g.LINEAR,g.CLAMP_TO_EDGE)}A.draw(v,g.TRIANGLES,s,e.stencilModeForClipping(b),l,Ct.disabled,P,n.id,w.layoutVertexBuffer,w.indexBuffer,w.segments,n.paint,e.transform.zoom,T,w.layoutVertexBuffer2),y=!1}}}}},fill:function(e,r,n,i){var a=n.paint.get(\"fill-color\"),o=n.paint.get(\"fill-opacity\");if(0!==o.constantOr(1)){var s=e.colorModeForRenderPass(),l=n.paint.get(\"fill-pattern\"),u=e.opaquePassEnabledForLayer()&&!l.constantOr(1)&&1===a.constantOr(t.Color.transparent).a&&1===o.constantOr(0)?\"opaque\":\"translucent\";if(e.renderPass===u){var c=e.depthModeForSublayer(1,\"opaque\"===e.renderPass?Mt.ReadWrite:Mt.ReadOnly);fn(e,r,n,i,c,s,!1)}if(\"translucent\"===e.renderPass&&n.paint.get(\"fill-antialias\")){var f=e.depthModeForSublayer(n.getPaintProperty(\"fill-outline-color\")?2:0,Mt.ReadOnly);fn(e,r,n,i,f,s,!0)}}},\"fill-extrusion\":function(t,e,r,n){var i=r.paint.get(\"fill-extrusion-opacity\");if(0!==i&&\"translucent\"===t.renderPass){var a=new Mt(t.context.gl.LEQUAL,Mt.ReadWrite,t.depthRangeFor3D);if(1!==i||r.paint.get(\"fill-extrusion-pattern\").constantOr(1))hn(t,e,r,n,a,Et.disabled,Lt.disabled),hn(t,e,r,n,a,t.stencilModeFor3D(),t.colorModeForRenderPass());else{var o=t.colorModeForRenderPass();hn(t,e,r,n,a,Et.disabled,o)}}},hillshade:function(t,e,r,n){if(\"offscreen\"===t.renderPass||\"translucent\"===t.renderPass){for(var i=t.context,a=t.depthModeForSublayer(0,Mt.ReadOnly),o=t.colorModeForRenderPass(),s=\"translucent\"===t.renderPass?t.stencilConfigForOverlap(n):[{},n],l=s[0],u=0,c=s[1];u<c.length;u+=1){var f=c[u],h=e.getTile(f);h.needsHillshadePrepare&&\"offscreen\"===t.renderPass?dn(t,h,r,a,Et.disabled,o):\"translucent\"===t.renderPass&&pn(t,h,r,a,l[f.overscaledZ],o)}i.viewport.set([0,0,t.width,t.height])}},raster:function(t,e,r,n){if(\"translucent\"===t.renderPass&&0!==r.paint.get(\"raster-opacity\")&&n.length)for(var i=t.context,a=i.gl,o=e.getSource(),s=t.useProgram(\"raster\"),l=t.colorModeForRenderPass(),u=o instanceof I?[{},n]:t.stencilConfigForOverlap(n),c=u[0],f=u[1],h=f[f.length-1].overscaledZ,p=!t.options.moving,d=0,v=f;d<v.length;d+=1){var g=v[d],y=t.depthModeForSublayer(g.overscaledZ-h,1===r.paint.get(\"raster-opacity\")?Mt.ReadWrite:Mt.ReadOnly,a.LESS),m=e.getTile(g),x=t.transform.calculatePosMatrix(g.toUnwrapped(),p);m.registerFadeDuration(r.paint.get(\"raster-fade-duration\"));var b=e.findLoadedParent(g,0),_=vn(m,b,e,r,t.transform),w=void 0,T=void 0,k=\"nearest\"===r.paint.get(\"raster-resampling\")?a.NEAREST:a.LINEAR;i.activeTexture.set(a.TEXTURE0),m.texture.bind(k,a.CLAMP_TO_EDGE,a.LINEAR_MIPMAP_NEAREST),i.activeTexture.set(a.TEXTURE1),b?(b.texture.bind(k,a.CLAMP_TO_EDGE,a.LINEAR_MIPMAP_NEAREST),w=Math.pow(2,b.tileID.overscaledZ-m.tileID.overscaledZ),T=[m.tileID.canonical.x*w%1,m.tileID.canonical.y*w%1]):m.texture.bind(k,a.CLAMP_TO_EDGE,a.LINEAR_MIPMAP_NEAREST);var A=Xr(x,T||[0,0],w||1,_,r);o instanceof I?s.draw(i,a.TRIANGLES,y,Et.disabled,l,Ct.disabled,A,r.id,o.boundsBuffer,t.quadTriangleIndexBuffer,o.boundsSegments):s.draw(i,a.TRIANGLES,y,c[g.overscaledZ],l,Ct.disabled,A,r.id,t.rasterBoundsBuffer,t.quadTriangleIndexBuffer,t.rasterBoundsSegments)}},background:function(t,e,r){var n=r.paint.get(\"background-color\"),i=r.paint.get(\"background-opacity\");if(0!==i){var a=t.context,o=a.gl,s=t.transform,l=s.tileSize,u=r.paint.get(\"background-pattern\");if(!t.isPatternMissing(u)){var c=!u&&1===n.a&&1===i&&t.opaquePassEnabledForLayer()?\"opaque\":\"translucent\";if(t.renderPass===c){var f=Et.disabled,h=t.depthModeForSublayer(0,\"opaque\"===c?Mt.ReadWrite:Mt.ReadOnly),p=t.colorModeForRenderPass(),d=t.useProgram(u?\"backgroundPattern\":\"background\"),v=s.coveringTiles({tileSize:l});u&&(a.activeTexture.set(o.TEXTURE0),t.imageManager.bind(t.context));for(var g=r.getCrossfadeParameters(),y=0,m=v;y<m.length;y+=1){var x=m[y],b=t.transform.calculatePosMatrix(x.toUnwrapped()),_=u?en(b,i,t,u,{tileID:x,tileSize:l},g):tn(b,i,n);d.draw(a,o.TRIANGLES,h,f,p,Ct.disabled,_,r.id,t.tileExtentBuffer,t.quadTriangleIndexBuffer,t.tileExtentSegments)}}}}},debug:function(t,e,r){for(var n=0;n<r.length;n++)An(t,e,r[n])},custom:function(t,e,r){var n=t.context,i=r.implementation;if(\"offscreen\"===t.renderPass){var a=i.prerender;a&&(t.setCustomLayerDefaults(),n.setColorMode(t.colorModeForRenderPass()),a.call(i,n.gl,t.transform.customLayerMatrix()),n.setDirty(),t.setBaseState())}else if(\"translucent\"===t.renderPass){t.setCustomLayerDefaults(),n.setColorMode(t.colorModeForRenderPass()),n.setStencilMode(Et.disabled);var o=\"3d\"===i.renderingMode?new Mt(t.context.gl.LEQUAL,Mt.ReadWrite,t.depthRangeFor3D):t.depthModeForSublayer(0,Mt.ReadOnly);n.setDepthMode(o),i.render(n.gl,t.transform.customLayerMatrix()),n.setDirty(),t.setBaseState(),n.bindFramebuffer.set(null)}}},Sn=function(t,e){this.context=new Pt(t),this.transform=e,this._tileTextures={},this.setup(),this.numSublayers=Ot.maxUnderzooming+Ot.maxOverzooming+1,this.depthEpsilon=1/Math.pow(2,16),this.crossTileSymbolIndex=new Ve,this.gpuTimers={}};Sn.prototype.resize=function(e,r){if(this.width=e*t.browser.devicePixelRatio,this.height=r*t.browser.devicePixelRatio,this.context.viewport.set([0,0,this.width,this.height]),this.style)for(var n=0,i=this.style._order;n<i.length;n+=1){var a=i[n];this.style._layers[a].resize()}},Sn.prototype.setup=function(){var e=this.context,r=new t.StructArrayLayout2i4;r.emplaceBack(0,0),r.emplaceBack(t.EXTENT,0),r.emplaceBack(0,t.EXTENT),r.emplaceBack(t.EXTENT,t.EXTENT),this.tileExtentBuffer=e.createVertexBuffer(r,Xe.members),this.tileExtentSegments=t.SegmentVector.simpleSegment(0,0,4,2);var n=new t.StructArrayLayout2i4;n.emplaceBack(0,0),n.emplaceBack(t.EXTENT,0),n.emplaceBack(0,t.EXTENT),n.emplaceBack(t.EXTENT,t.EXTENT),this.debugBuffer=e.createVertexBuffer(n,Xe.members),this.debugSegments=t.SegmentVector.simpleSegment(0,0,4,5);var i=new t.StructArrayLayout4i8;i.emplaceBack(0,0,0,0),i.emplaceBack(t.EXTENT,0,t.EXTENT,0),i.emplaceBack(0,t.EXTENT,0,t.EXTENT),i.emplaceBack(t.EXTENT,t.EXTENT,t.EXTENT,t.EXTENT),this.rasterBoundsBuffer=e.createVertexBuffer(i,O.members),this.rasterBoundsSegments=t.SegmentVector.simpleSegment(0,0,4,2);var a=new t.StructArrayLayout2i4;a.emplaceBack(0,0),a.emplaceBack(1,0),a.emplaceBack(0,1),a.emplaceBack(1,1),this.viewportBuffer=e.createVertexBuffer(a,Xe.members),this.viewportSegments=t.SegmentVector.simpleSegment(0,0,4,2);var o=new t.StructArrayLayout1ui2;o.emplaceBack(0),o.emplaceBack(1),o.emplaceBack(3),o.emplaceBack(2),o.emplaceBack(0),this.tileBorderIndexBuffer=e.createIndexBuffer(o);var s=new t.StructArrayLayout3ui6;s.emplaceBack(0,1,2),s.emplaceBack(2,1,3),this.quadTriangleIndexBuffer=e.createIndexBuffer(s),this.emptyTexture=new t.Texture(e,{width:1,height:1,data:new Uint8Array([0,0,0,0])},e.gl.RGBA);var l=this.context.gl;this.stencilClearMode=new Et({func:l.ALWAYS,mask:0},0,255,l.ZERO,l.ZERO,l.ZERO)},Sn.prototype.clearStencil=function(){var e=this.context,r=e.gl;this.nextStencilID=1,this.currentStencilSource=void 0;var n=t.create();t.ortho(n,0,this.width,this.height,0,0,1),t.scale(n,n,[r.drawingBufferWidth,r.drawingBufferHeight,0]),this.useProgram(\"clippingMask\").draw(e,r.TRIANGLES,Mt.disabled,this.stencilClearMode,Lt.disabled,Ct.disabled,Fr(n),\"$clipping\",this.viewportBuffer,this.quadTriangleIndexBuffer,this.viewportSegments)},Sn.prototype._renderTileClippingMasks=function(t,e){if(this.currentStencilSource!==t.source&&t.isTileClipped()&&e&&e.length){this.currentStencilSource=t.source;var r=this.context,n=r.gl;this.nextStencilID+e.length>256&&this.clearStencil(),r.setColorMode(Lt.disabled),r.setDepthMode(Mt.disabled);var i=this.useProgram(\"clippingMask\");this._tileClippingMaskIDs={};for(var a=0,o=e;a<o.length;a+=1){var s=o[a],l=this._tileClippingMaskIDs[s.key]=this.nextStencilID++;i.draw(r,n.TRIANGLES,Mt.disabled,new Et({func:n.ALWAYS,mask:0},l,255,n.KEEP,n.KEEP,n.REPLACE),Lt.disabled,Ct.disabled,Fr(s.posMatrix),\"$clipping\",this.tileExtentBuffer,this.quadTriangleIndexBuffer,this.tileExtentSegments)}}},Sn.prototype.stencilModeFor3D=function(){this.currentStencilSource=void 0,this.nextStencilID+1>256&&this.clearStencil();var t=this.nextStencilID++,e=this.context.gl;return new Et({func:e.NOTEQUAL,mask:255},t,255,e.KEEP,e.KEEP,e.REPLACE)},Sn.prototype.stencilModeForClipping=function(t){var e=this.context.gl;return new Et({func:e.EQUAL,mask:255},this._tileClippingMaskIDs[t.key],0,e.KEEP,e.KEEP,e.REPLACE)},Sn.prototype.stencilConfigForOverlap=function(t){var e,r=this.context.gl,n=t.sort((function(t,e){return e.overscaledZ-t.overscaledZ})),i=n[n.length-1].overscaledZ,a=n[0].overscaledZ-i+1;if(a>1){this.currentStencilSource=void 0,this.nextStencilID+a>256&&this.clearStencil();for(var o={},s=0;s<a;s++)o[s+i]=new Et({func:r.GEQUAL,mask:255},s+this.nextStencilID,255,r.KEEP,r.KEEP,r.REPLACE);return this.nextStencilID+=a,[o,n]}return[(e={},e[i]=Et.disabled,e),n]},Sn.prototype.colorModeForRenderPass=function(){var e=this.context.gl;if(this._showOverdrawInspector){var r=1/8;return new Lt([e.CONSTANT_COLOR,e.ONE],new t.Color(r,r,r,0),[!0,!0,!0,!0])}return\"opaque\"===this.renderPass?Lt.unblended:Lt.alphaBlended},Sn.prototype.depthModeForSublayer=function(t,e,r){if(!this.opaquePassEnabledForLayer())return Mt.disabled;var n=1-((1+this.currentLayer)*this.numSublayers+t)*this.depthEpsilon;return new Mt(r||this.context.gl.LEQUAL,e,[n,n])},Sn.prototype.opaquePassEnabledForLayer=function(){return this.currentLayer<this.opaquePassCutoff},Sn.prototype.render=function(e,r){var n=this;this.style=e,this.options=r,this.lineAtlas=e.lineAtlas,this.imageManager=e.imageManager,this.glyphManager=e.glyphManager,this.symbolFadeChange=e.placement.symbolFadeChange(t.browser.now()),this.imageManager.beginFrame();var i=this.style._order,a=this.style.sourceCaches;for(var o in a){var s=a[o];s.used&&s.prepare(this.context)}var l,u,c={},f={},h={};for(var p in a){var d=a[p];c[p]=d.getVisibleCoordinates(),f[p]=c[p].slice().reverse(),h[p]=d.getVisibleCoordinates(!0).reverse()}this.opaquePassCutoff=1/0;for(var v=0;v<i.length;v++){var g=i[v];if(this.style._layers[g].is3D()){this.opaquePassCutoff=v;break}}this.renderPass=\"offscreen\";for(var y=0,m=i;y<m.length;y+=1){var x=m[y],b=this.style._layers[x];if(b.hasOffscreenPass()&&!b.isHidden(this.transform.zoom)){var _=f[b.source];(\"custom\"===b.type||_.length)&&this.renderLayer(this,a[b.source],b,_)}}for(this.context.bindFramebuffer.set(null),this.context.clear({color:r.showOverdrawInspector?t.Color.black:t.Color.transparent,depth:1}),this.clearStencil(),this._showOverdrawInspector=r.showOverdrawInspector,this.depthRangeFor3D=[0,1-(e._order.length+2)*this.numSublayers*this.depthEpsilon],this.renderPass=\"opaque\",this.currentLayer=i.length-1;this.currentLayer>=0;this.currentLayer--){var w=this.style._layers[i[this.currentLayer]],T=a[w.source],k=c[w.source];this._renderTileClippingMasks(w,k),this.renderLayer(this,T,w,k)}for(this.renderPass=\"translucent\",this.currentLayer=0;this.currentLayer<i.length;this.currentLayer++){var A=this.style._layers[i[this.currentLayer]],M=a[A.source],S=(\"symbol\"===A.type?h:f)[A.source];this._renderTileClippingMasks(A,c[A.source]),this.renderLayer(this,M,A,S)}this.options.showTileBoundaries&&(t.values(this.style._layers).forEach((function(t){t.source&&!t.isHidden(n.transform.zoom)&&(t.source!==(u&&u.id)&&(u=n.style.sourceCaches[t.source]),(!l||l.getSource().maxzoom<u.getSource().maxzoom)&&(l=u))})),l&&Mn.debug(this,l,l.getVisibleCoordinates())),this.options.showPadding&&_n(this),this.context.setDefault()},Sn.prototype.renderLayer=function(t,e,r,n){r.isHidden(this.transform.zoom)||(\"background\"===r.type||\"custom\"===r.type||n.length)&&(this.id=r.id,this.gpuTimingStart(r),Mn[r.type](t,e,r,n,this.style.placement.variableOffsets),this.gpuTimingEnd())},Sn.prototype.gpuTimingStart=function(t){if(this.options.gpuTiming){var e=this.context.extTimerQuery,r=this.gpuTimers[t.id];r||(r=this.gpuTimers[t.id]={calls:0,cpuTime:0,query:e.createQueryEXT()}),r.calls++,e.beginQueryEXT(e.TIME_ELAPSED_EXT,r.query)}},Sn.prototype.gpuTimingEnd=function(){if(this.options.gpuTiming){var t=this.context.extTimerQuery;t.endQueryEXT(t.TIME_ELAPSED_EXT)}},Sn.prototype.collectGpuTimers=function(){var t=this.gpuTimers;return this.gpuTimers={},t},Sn.prototype.queryGpuTimers=function(t){var e={};for(var r in t){var n=t[r],i=this.context.extTimerQuery,a=i.getQueryObjectEXT(n.query,i.QUERY_RESULT_EXT)/1e6;i.deleteQueryEXT(n.query),e[r]=a}return e},Sn.prototype.translatePosMatrix=function(e,r,n,i,a){if(!n[0]&&!n[1])return e;var o=a?\"map\"===i?this.transform.angle:0:\"viewport\"===i?-this.transform.angle:0;if(o){var s=Math.sin(o),l=Math.cos(o);n=[n[0]*l-n[1]*s,n[0]*s+n[1]*l]}var u=[a?n[0]:ge(r,n[0],this.transform.zoom),a?n[1]:ge(r,n[1],this.transform.zoom),0],c=new Float32Array(16);return t.translate(c,e,u),c},Sn.prototype.saveTileTexture=function(t){var e=this._tileTextures[t.size[0]];e?e.push(t):this._tileTextures[t.size[0]]=[t]},Sn.prototype.getTileTexture=function(t){var e=this._tileTextures[t];return e&&e.length>0?e.pop():null},Sn.prototype.isPatternMissing=function(t){if(!t)return!1;if(!t.from||!t.to)return!0;var e=this.imageManager.getPattern(t.from.toString()),r=this.imageManager.getPattern(t.to.toString());return!e||!r},Sn.prototype.useProgram=function(t,e){this.cache=this.cache||{};var r=\"\"+t+(e?e.cacheKey:\"\")+(this._showOverdrawInspector?\"/overdraw\":\"\");return this.cache[r]||(this.cache[r]=new Ar(this.context,t,wr[t],e,rn[t],this._showOverdrawInspector)),this.cache[r]},Sn.prototype.setCustomLayerDefaults=function(){this.context.unbindVAO(),this.context.cullFace.setDefault(),this.context.activeTexture.setDefault(),this.context.pixelStoreUnpack.setDefault(),this.context.pixelStoreUnpackPremultiplyAlpha.setDefault(),this.context.pixelStoreUnpackFlipY.setDefault()},Sn.prototype.setBaseState=function(){var t=this.context.gl;this.context.cullFace.set(!1),this.context.viewport.set([0,0,this.width,this.height]),this.context.blendEquation.set(t.FUNC_ADD)},Sn.prototype.initDebugOverlayCanvas=function(){if(null==this.debugOverlayCanvas){this.debugOverlayCanvas=t.window.document.createElement(\"canvas\"),this.debugOverlayCanvas.width=512,this.debugOverlayCanvas.height=512;var e=this.context.gl;this.debugOverlayTexture=new t.Texture(this.context,this.debugOverlayCanvas,e.RGBA)}},Sn.prototype.destroy=function(){this.emptyTexture.destroy(),this.debugOverlayTexture&&this.debugOverlayTexture.destroy()};var En=function(t,e){this.points=t,this.planes=e};En.fromInvProjectionMatrix=function(e,r,n){var i=Math.pow(2,n),a=[[-1,1,-1,1],[1,1,-1,1],[1,-1,-1,1],[-1,-1,-1,1],[-1,1,1,1],[1,1,1,1],[1,-1,1,1],[-1,-1,1,1]].map((function(r){return t.transformMat4([],r,e)})).map((function(e){return t.scale$1([],e,1/e[3]/r*i)})),o=[[0,1,2],[6,5,4],[0,3,7],[2,1,5],[3,2,6],[0,4,5]].map((function(e){var r=t.sub([],a[e[0]],a[e[1]]),n=t.sub([],a[e[2]],a[e[1]]),i=t.normalize([],t.cross([],r,n)),o=-t.dot(i,a[e[1]]);return i.concat(o)}));return new En(a,o)};var Ln=function(e,r){this.min=e,this.max=r,this.center=t.scale$2([],t.add([],this.min,this.max),.5)};Ln.prototype.quadrant=function(e){for(var r=[e%2==0,e<2],n=t.clone$2(this.min),i=t.clone$2(this.max),a=0;a<r.length;a++)n[a]=r[a]?this.min[a]:this.center[a],i[a]=r[a]?this.center[a]:this.max[a];return i[2]=this.max[2],new Ln(n,i)},Ln.prototype.distanceX=function(t){return Math.max(Math.min(this.max[0],t[0]),this.min[0])-t[0]},Ln.prototype.distanceY=function(t){return Math.max(Math.min(this.max[1],t[1]),this.min[1])-t[1]},Ln.prototype.intersects=function(e){for(var r=[[this.min[0],this.min[1],0,1],[this.max[0],this.min[1],0,1],[this.max[0],this.max[1],0,1],[this.min[0],this.max[1],0,1]],n=!0,i=0;i<e.planes.length;i++){for(var a=e.planes[i],o=0,s=0;s<r.length;s++)o+=t.dot$1(a,r[s])>=0;if(0===o)return 0;o!==r.length&&(n=!1)}if(n)return 2;for(var l=0;l<3;l++){for(var u=Number.MAX_VALUE,c=-Number.MAX_VALUE,f=0;f<e.points.length;f++){var h=e.points[f][l]-this.min[l];u=Math.min(u,h),c=Math.max(c,h)}if(c<0||u>this.max[l]-this.min[l])return 0}return 1};var Cn=function(t,e,r,n){if(void 0===t&&(t=0),void 0===e&&(e=0),void 0===r&&(r=0),void 0===n&&(n=0),isNaN(t)||t<0||isNaN(e)||e<0||isNaN(r)||r<0||isNaN(n)||n<0)throw new Error(\"Invalid value for edge-insets, top, bottom, left and right must all be numbers\");this.top=t,this.bottom=e,this.left=r,this.right=n};Cn.prototype.interpolate=function(e,r,n){return null!=r.top&&null!=e.top&&(this.top=t.number(e.top,r.top,n)),null!=r.bottom&&null!=e.bottom&&(this.bottom=t.number(e.bottom,r.bottom,n)),null!=r.left&&null!=e.left&&(this.left=t.number(e.left,r.left,n)),null!=r.right&&null!=e.right&&(this.right=t.number(e.right,r.right,n)),this},Cn.prototype.getCenter=function(e,r){var n=t.clamp((this.left+e-this.right)/2,0,e),i=t.clamp((this.top+r-this.bottom)/2,0,r);return new t.Point(n,i)},Cn.prototype.equals=function(t){return this.top===t.top&&this.bottom===t.bottom&&this.left===t.left&&this.right===t.right},Cn.prototype.clone=function(){return new Cn(this.top,this.bottom,this.left,this.right)},Cn.prototype.toJSON=function(){return{top:this.top,bottom:this.bottom,left:this.left,right:this.right}};var Pn=function(e,r,n,i,a){this.tileSize=512,this.maxValidLatitude=85.051129,this._renderWorldCopies=void 0===a||a,this._minZoom=e||0,this._maxZoom=r||22,this._minPitch=null==n?0:n,this._maxPitch=null==i?60:i,this.setMaxBounds(),this.width=0,this.height=0,this._center=new t.LngLat(0,0),this.zoom=0,this.angle=0,this._fov=.6435011087932844,this._pitch=0,this._unmodified=!0,this._edgeInsets=new Cn,this._posMatrixCache={},this._alignedPosMatrixCache={}},On={minZoom:{configurable:!0},maxZoom:{configurable:!0},minPitch:{configurable:!0},maxPitch:{configurable:!0},renderWorldCopies:{configurable:!0},worldSize:{configurable:!0},centerOffset:{configurable:!0},size:{configurable:!0},bearing:{configurable:!0},pitch:{configurable:!0},fov:{configurable:!0},zoom:{configurable:!0},center:{configurable:!0},padding:{configurable:!0},centerPoint:{configurable:!0},unmodified:{configurable:!0},point:{configurable:!0}};Pn.prototype.clone=function(){var t=new Pn(this._minZoom,this._maxZoom,this._minPitch,this.maxPitch,this._renderWorldCopies);return t.tileSize=this.tileSize,t.latRange=this.latRange,t.width=this.width,t.height=this.height,t._center=this._center,t.zoom=this.zoom,t.angle=this.angle,t._fov=this._fov,t._pitch=this._pitch,t._unmodified=this._unmodified,t._edgeInsets=this._edgeInsets.clone(),t._calcMatrices(),t},On.minZoom.get=function(){return this._minZoom},On.minZoom.set=function(t){this._minZoom!==t&&(this._minZoom=t,this.zoom=Math.max(this.zoom,t))},On.maxZoom.get=function(){return this._maxZoom},On.maxZoom.set=function(t){this._maxZoom!==t&&(this._maxZoom=t,this.zoom=Math.min(this.zoom,t))},On.minPitch.get=function(){return this._minPitch},On.minPitch.set=function(t){this._minPitch!==t&&(this._minPitch=t,this.pitch=Math.max(this.pitch,t))},On.maxPitch.get=function(){return this._maxPitch},On.maxPitch.set=function(t){this._maxPitch!==t&&(this._maxPitch=t,this.pitch=Math.min(this.pitch,t))},On.renderWorldCopies.get=function(){return this._renderWorldCopies},On.renderWorldCopies.set=function(t){void 0===t?t=!0:null===t&&(t=!1),this._renderWorldCopies=t},On.worldSize.get=function(){return this.tileSize*this.scale},On.centerOffset.get=function(){return this.centerPoint._sub(this.size._div(2))},On.size.get=function(){return new t.Point(this.width,this.height)},On.bearing.get=function(){return-this.angle/Math.PI*180},On.bearing.set=function(e){var r=-t.wrap(e,-180,180)*Math.PI/180;this.angle!==r&&(this._unmodified=!1,this.angle=r,this._calcMatrices(),this.rotationMatrix=t.create$2(),t.rotate(this.rotationMatrix,this.rotationMatrix,this.angle))},On.pitch.get=function(){return this._pitch/Math.PI*180},On.pitch.set=function(e){var r=t.clamp(e,this.minPitch,this.maxPitch)/180*Math.PI;this._pitch!==r&&(this._unmodified=!1,this._pitch=r,this._calcMatrices())},On.fov.get=function(){return this._fov/Math.PI*180},On.fov.set=function(t){t=Math.max(.01,Math.min(60,t)),this._fov!==t&&(this._unmodified=!1,this._fov=t/180*Math.PI,this._calcMatrices())},On.zoom.get=function(){return this._zoom},On.zoom.set=function(t){var e=Math.min(Math.max(t,this.minZoom),this.maxZoom);this._zoom!==e&&(this._unmodified=!1,this._zoom=e,this.scale=this.zoomScale(e),this.tileZoom=Math.floor(e),this.zoomFraction=e-this.tileZoom,this._constrain(),this._calcMatrices())},On.center.get=function(){return this._center},On.center.set=function(t){t.lat===this._center.lat&&t.lng===this._center.lng||(this._unmodified=!1,this._center=t,this._constrain(),this._calcMatrices())},On.padding.get=function(){return this._edgeInsets.toJSON()},On.padding.set=function(t){this._edgeInsets.equals(t)||(this._unmodified=!1,this._edgeInsets.interpolate(this._edgeInsets,t,1),this._calcMatrices())},On.centerPoint.get=function(){return this._edgeInsets.getCenter(this.width,this.height)},Pn.prototype.isPaddingEqual=function(t){return this._edgeInsets.equals(t)},Pn.prototype.interpolatePadding=function(t,e,r){this._unmodified=!1,this._edgeInsets.interpolate(t,e,r),this._constrain(),this._calcMatrices()},Pn.prototype.coveringZoomLevel=function(t){var e=(t.roundZoom?Math.round:Math.floor)(this.zoom+this.scaleZoom(this.tileSize/t.tileSize));return Math.max(0,e)},Pn.prototype.getVisibleUnwrappedCoordinates=function(e){var r=[new t.UnwrappedTileID(0,e)];if(this._renderWorldCopies)for(var n=this.pointCoordinate(new t.Point(0,0)),i=this.pointCoordinate(new t.Point(this.width,0)),a=this.pointCoordinate(new t.Point(this.width,this.height)),o=this.pointCoordinate(new t.Point(0,this.height)),s=Math.floor(Math.min(n.x,i.x,a.x,o.x)),l=Math.floor(Math.max(n.x,i.x,a.x,o.x)),u=s-1;u<=l+1;u++)0!==u&&r.push(new t.UnwrappedTileID(u,e));return r},Pn.prototype.coveringTiles=function(e){var r=this.coveringZoomLevel(e),n=r;if(void 0!==e.minzoom&&r<e.minzoom)return[];void 0!==e.maxzoom&&r>e.maxzoom&&(r=e.maxzoom);var i=t.MercatorCoordinate.fromLngLat(this.center),a=Math.pow(2,r),o=[a*i.x,a*i.y,0],s=En.fromInvProjectionMatrix(this.invProjMatrix,this.worldSize,r),l=e.minzoom||0;this.pitch<=60&&this._edgeInsets.top<.1&&(l=r);var u=function(t){return{aabb:new Ln([t*a,0,0],[(t+1)*a,a,0]),zoom:0,x:0,y:0,wrap:t,fullyVisible:!1}},c=[],f=[],h=r,p=e.reparseOverscaled?n:r;if(this._renderWorldCopies)for(var d=1;d<=3;d++)c.push(u(-d)),c.push(u(d));for(c.push(u(0));c.length>0;){var v=c.pop(),g=v.x,y=v.y,m=v.fullyVisible;if(!m){var x=v.aabb.intersects(s);if(0===x)continue;m=2===x}var b=v.aabb.distanceX(o),_=v.aabb.distanceY(o),w=Math.max(Math.abs(b),Math.abs(_)),T=3+(1<<h-v.zoom)-2;if(v.zoom===h||w>T&&v.zoom>=l)f.push({tileID:new t.OverscaledTileID(v.zoom===h?p:v.zoom,v.wrap,v.zoom,g,y),distanceSq:t.sqrLen([o[0]-.5-g,o[1]-.5-y])});else for(var k=0;k<4;k++){var A=(g<<1)+k%2,M=(y<<1)+(k>>1);c.push({aabb:v.aabb.quadrant(k),zoom:v.zoom+1,x:A,y:M,wrap:v.wrap,fullyVisible:m})}}return f.sort((function(t,e){return t.distanceSq-e.distanceSq})).map((function(t){return t.tileID}))},Pn.prototype.resize=function(t,e){this.width=t,this.height=e,this.pixelsToGLUnits=[2/t,-2/e],this._constrain(),this._calcMatrices()},On.unmodified.get=function(){return this._unmodified},Pn.prototype.zoomScale=function(t){return Math.pow(2,t)},Pn.prototype.scaleZoom=function(t){return Math.log(t)/Math.LN2},Pn.prototype.project=function(e){var r=t.clamp(e.lat,-this.maxValidLatitude,this.maxValidLatitude);return new t.Point(t.mercatorXfromLng(e.lng)*this.worldSize,t.mercatorYfromLat(r)*this.worldSize)},Pn.prototype.unproject=function(e){return new t.MercatorCoordinate(e.x/this.worldSize,e.y/this.worldSize).toLngLat()},On.point.get=function(){return this.project(this.center)},Pn.prototype.setLocationAtPoint=function(e,r){var n=this.pointCoordinate(r),i=this.pointCoordinate(this.centerPoint),a=this.locationCoordinate(e),o=new t.MercatorCoordinate(a.x-(n.x-i.x),a.y-(n.y-i.y));this.center=this.coordinateLocation(o),this._renderWorldCopies&&(this.center=this.center.wrap())},Pn.prototype.locationPoint=function(t){return this.coordinatePoint(this.locationCoordinate(t))},Pn.prototype.pointLocation=function(t){return this.coordinateLocation(this.pointCoordinate(t))},Pn.prototype.locationCoordinate=function(e){return t.MercatorCoordinate.fromLngLat(e)},Pn.prototype.coordinateLocation=function(t){return t.toLngLat()},Pn.prototype.pointCoordinate=function(e){var r=[e.x,e.y,0,1],n=[e.x,e.y,1,1];t.transformMat4(r,r,this.pixelMatrixInverse),t.transformMat4(n,n,this.pixelMatrixInverse);var i=r[3],a=n[3],o=r[0]/i,s=n[0]/a,l=r[1]/i,u=n[1]/a,c=r[2]/i,f=n[2]/a,h=c===f?0:(0-c)/(f-c);return new t.MercatorCoordinate(t.number(o,s,h)/this.worldSize,t.number(l,u,h)/this.worldSize)},Pn.prototype.coordinatePoint=function(e){var r=[e.x*this.worldSize,e.y*this.worldSize,0,1];return t.transformMat4(r,r,this.pixelMatrix),new t.Point(r[0]/r[3],r[1]/r[3])},Pn.prototype.getBounds=function(){return(new t.LngLatBounds).extend(this.pointLocation(new t.Point(0,0))).extend(this.pointLocation(new t.Point(this.width,0))).extend(this.pointLocation(new t.Point(this.width,this.height))).extend(this.pointLocation(new t.Point(0,this.height)))},Pn.prototype.getMaxBounds=function(){return this.latRange&&2===this.latRange.length&&this.lngRange&&2===this.lngRange.length?new t.LngLatBounds([this.lngRange[0],this.latRange[0]],[this.lngRange[1],this.latRange[1]]):null},Pn.prototype.setMaxBounds=function(t){t?(this.lngRange=[t.getWest(),t.getEast()],this.latRange=[t.getSouth(),t.getNorth()],this._constrain()):(this.lngRange=null,this.latRange=[-this.maxValidLatitude,this.maxValidLatitude])},Pn.prototype.calculatePosMatrix=function(e,r){void 0===r&&(r=!1);var n=e.key,i=r?this._alignedPosMatrixCache:this._posMatrixCache;if(i[n])return i[n];var a=e.canonical,o=this.worldSize/this.zoomScale(a.z),s=a.x+Math.pow(2,a.z)*e.wrap,l=t.identity(new Float64Array(16));return t.translate(l,l,[s*o,a.y*o,0]),t.scale(l,l,[o/t.EXTENT,o/t.EXTENT,1]),t.multiply(l,r?this.alignedProjMatrix:this.projMatrix,l),i[n]=new Float32Array(l),i[n]},Pn.prototype.customLayerMatrix=function(){return this.mercatorMatrix.slice()},Pn.prototype._constrain=function(){if(this.center&&this.width&&this.height&&!this._constraining){this._constraining=!0;var e,r,n,i,a=-90,o=90,s=-180,l=180,u=this.size,c=this._unmodified;if(this.latRange){var f=this.latRange;a=t.mercatorYfromLat(f[1])*this.worldSize,e=(o=t.mercatorYfromLat(f[0])*this.worldSize)-a<u.y?u.y/(o-a):0}if(this.lngRange){var h=this.lngRange;s=t.mercatorXfromLng(h[0])*this.worldSize,r=(l=t.mercatorXfromLng(h[1])*this.worldSize)-s<u.x?u.x/(l-s):0}var p=this.point,d=Math.max(r||0,e||0);if(d)return this.center=this.unproject(new t.Point(r?(l+s)/2:p.x,e?(o+a)/2:p.y)),this.zoom+=this.scaleZoom(d),this._unmodified=c,void(this._constraining=!1);if(this.latRange){var v=p.y,g=u.y/2;v-g<a&&(i=a+g),v+g>o&&(i=o-g)}if(this.lngRange){var y=p.x,m=u.x/2;y-m<s&&(n=s+m),y+m>l&&(n=l-m)}void 0===n&&void 0===i||(this.center=this.unproject(new t.Point(void 0!==n?n:p.x,void 0!==i?i:p.y))),this._unmodified=c,this._constraining=!1}},Pn.prototype._calcMatrices=function(){if(this.height){var e=this._fov/2,r=this.centerOffset;this.cameraToCenterDistance=.5/Math.tan(e)*this.height;var n=Math.PI/2+this._pitch,i=this._fov*(.5+r.y/this.height),a=Math.sin(i)*this.cameraToCenterDistance/Math.sin(t.clamp(Math.PI-n-i,.01,Math.PI-.01)),o=this.point,s=o.x,l=o.y,u=1.01*(Math.cos(Math.PI/2-this._pitch)*a+this.cameraToCenterDistance),c=this.height/50,f=new Float64Array(16);t.perspective(f,this._fov,this.width/this.height,c,u),f[8]=2*-r.x/this.width,f[9]=2*r.y/this.height,t.scale(f,f,[1,-1,1]),t.translate(f,f,[0,0,-this.cameraToCenterDistance]),t.rotateX(f,f,this._pitch),t.rotateZ(f,f,this.angle),t.translate(f,f,[-s,-l,0]),this.mercatorMatrix=t.scale([],f,[this.worldSize,this.worldSize,this.worldSize]),t.scale(f,f,[1,1,t.mercatorZfromAltitude(1,this.center.lat)*this.worldSize,1]),this.projMatrix=f,this.invProjMatrix=t.invert([],this.projMatrix);var h=this.width%2/2,p=this.height%2/2,d=Math.cos(this.angle),v=Math.sin(this.angle),g=s-Math.round(s)+d*h+v*p,y=l-Math.round(l)+d*p+v*h,m=new Float64Array(f);if(t.translate(m,m,[g>.5?g-1:g,y>.5?y-1:y,0]),this.alignedProjMatrix=m,f=t.create(),t.scale(f,f,[this.width/2,-this.height/2,1]),t.translate(f,f,[1,-1,0]),this.labelPlaneMatrix=f,f=t.create(),t.scale(f,f,[1,-1,1]),t.translate(f,f,[-1,-1,0]),t.scale(f,f,[2/this.width,2/this.height,1]),this.glCoordMatrix=f,this.pixelMatrix=t.multiply(new Float64Array(16),this.labelPlaneMatrix,this.projMatrix),!(f=t.invert(new Float64Array(16),this.pixelMatrix)))throw new Error(\"failed to invert matrix\");this.pixelMatrixInverse=f,this._posMatrixCache={},this._alignedPosMatrixCache={}}},Pn.prototype.maxPitchScaleFactor=function(){if(!this.pixelMatrixInverse)return 1;var e=this.pointCoordinate(new t.Point(0,0)),r=[e.x*this.worldSize,e.y*this.worldSize,0,1];return t.transformMat4(r,r,this.pixelMatrix)[3]/this.cameraToCenterDistance},Pn.prototype.getCameraPoint=function(){var e=this._pitch,r=Math.tan(e)*(this.cameraToCenterDistance||1);return this.centerPoint.add(new t.Point(0,r))},Pn.prototype.getCameraQueryGeometry=function(e){var r=this.getCameraPoint();if(1===e.length)return[e[0],r];for(var n=r.x,i=r.y,a=r.x,o=r.y,s=0,l=e;s<l.length;s+=1){var u=l[s];n=Math.min(n,u.x),i=Math.min(i,u.y),a=Math.max(a,u.x),o=Math.max(o,u.y)}return[new t.Point(n,i),new t.Point(a,i),new t.Point(a,o),new t.Point(n,o),new t.Point(n,i)]},Object.defineProperties(Pn.prototype,On);var In=function(e){var r,n,i,a,o;this._hashName=e&&encodeURIComponent(e),t.bindAll([\"_getCurrentHash\",\"_onHashChange\",\"_updateHash\"],this),this._updateHash=(r=this._updateHashUnthrottled.bind(this),n=300,i=!1,a=null,o=function(){a=null,i&&(r(),a=setTimeout(o,n),i=!1)},function(){return i=!0,a||o(),a})};In.prototype.addTo=function(e){return this._map=e,t.window.addEventListener(\"hashchange\",this._onHashChange,!1),this._map.on(\"moveend\",this._updateHash),this},In.prototype.remove=function(){return t.window.removeEventListener(\"hashchange\",this._onHashChange,!1),this._map.off(\"moveend\",this._updateHash),clearTimeout(this._updateHash()),delete this._map,this},In.prototype.getHashString=function(e){var r=this._map.getCenter(),n=Math.round(100*this._map.getZoom())/100,i=Math.ceil((n*Math.LN2+Math.log(512/360/.5))/Math.LN10),a=Math.pow(10,i),o=Math.round(r.lng*a)/a,s=Math.round(r.lat*a)/a,l=this._map.getBearing(),u=this._map.getPitch(),c=\"\";if(c+=e?\"/\"+o+\"/\"+s+\"/\"+n:n+\"/\"+s+\"/\"+o,(l||u)&&(c+=\"/\"+Math.round(10*l)/10),u&&(c+=\"/\"+Math.round(u)),this._hashName){var f=this._hashName,h=!1,p=t.window.location.hash.slice(1).split(\"&\").map((function(t){var e=t.split(\"=\")[0];return e===f?(h=!0,e+\"=\"+c):t})).filter((function(t){return t}));return h||p.push(f+\"=\"+c),\"#\"+p.join(\"&\")}return\"#\"+c},In.prototype._getCurrentHash=function(){var e,r=this,n=t.window.location.hash.replace(\"#\",\"\");return this._hashName?(n.split(\"&\").map((function(t){return t.split(\"=\")})).forEach((function(t){t[0]===r._hashName&&(e=t)})),(e&&e[1]||\"\").split(\"/\")):n.split(\"/\")},In.prototype._onHashChange=function(){var t=this._getCurrentHash();if(t.length>=3&&!t.some((function(t){return isNaN(t)}))){var e=this._map.dragRotate.isEnabled()&&this._map.touchZoomRotate.isEnabled()?+(t[3]||0):this._map.getBearing();return this._map.jumpTo({center:[+t[2],+t[1]],zoom:+t[0],bearing:e,pitch:+(t[4]||0)}),!0}return!1},In.prototype._updateHashUnthrottled=function(){var e=t.window.location.href.replace(/(#.+)?$/,this.getHashString());try{t.window.history.replaceState(t.window.history.state,null,e)}catch(t){}};var zn={linearity:.3,easing:t.bezier(0,0,.3,1)},Dn=t.extend({deceleration:2500,maxSpeed:1400},zn),Rn=t.extend({deceleration:20,maxSpeed:1400},zn),Fn=t.extend({deceleration:1e3,maxSpeed:360},zn),Bn=t.extend({deceleration:1e3,maxSpeed:90},zn),Nn=function(t){this._map=t,this.clear()};function jn(t,e){(!t.duration||t.duration<e.duration)&&(t.duration=e.duration,t.easing=e.easing)}function Un(e,r,n){var i=n.maxSpeed,a=n.linearity,o=n.deceleration,s=t.clamp(e*a/(r/1e3),-i,i),l=Math.abs(s)/(o*a);return{easing:n.easing,duration:1e3*l,amount:s*(l/2)}}Nn.prototype.clear=function(){this._inertiaBuffer=[]},Nn.prototype.record=function(e){this._drainInertiaBuffer(),this._inertiaBuffer.push({time:t.browser.now(),settings:e})},Nn.prototype._drainInertiaBuffer=function(){for(var e=this._inertiaBuffer,r=t.browser.now();e.length>0&&r-e[0].time>160;)e.shift()},Nn.prototype._onMoveEnd=function(e){if(this._drainInertiaBuffer(),!(this._inertiaBuffer.length<2)){for(var r={zoom:0,bearing:0,pitch:0,pan:new t.Point(0,0),pinchAround:void 0,around:void 0},n=0,i=this._inertiaBuffer;n<i.length;n+=1){var a=i[n].settings;r.zoom+=a.zoomDelta||0,r.bearing+=a.bearingDelta||0,r.pitch+=a.pitchDelta||0,a.panDelta&&r.pan._add(a.panDelta),a.around&&(r.around=a.around),a.pinchAround&&(r.pinchAround=a.pinchAround)}var o=this._inertiaBuffer[this._inertiaBuffer.length-1].time-this._inertiaBuffer[0].time,s={};if(r.pan.mag()){var l=Un(r.pan.mag(),o,t.extend({},Dn,e||{}));s.offset=r.pan.mult(l.amount/r.pan.mag()),s.center=this._map.transform.center,jn(s,l)}if(r.zoom){var u=Un(r.zoom,o,Rn);s.zoom=this._map.transform.zoom+u.amount,jn(s,u)}if(r.bearing){var c=Un(r.bearing,o,Fn);s.bearing=this._map.transform.bearing+t.clamp(c.amount,-179,179),jn(s,c)}if(r.pitch){var f=Un(r.pitch,o,Bn);s.pitch=this._map.transform.pitch+f.amount,jn(s,f)}if(s.zoom||s.bearing){var h=void 0===r.pinchAround?r.around:r.pinchAround;s.around=h?this._map.unproject(h):this._map.getCenter()}return this.clear(),t.extend(s,{noMoveStart:!0})}};var Vn=function(e){function n(n,i,a,o){void 0===o&&(o={});var s=r.mousePos(i.getCanvasContainer(),a),l=i.unproject(s);e.call(this,n,t.extend({point:s,lngLat:l,originalEvent:a},o)),this._defaultPrevented=!1,this.target=i}e&&(n.__proto__=e),n.prototype=Object.create(e&&e.prototype),n.prototype.constructor=n;var i={defaultPrevented:{configurable:!0}};return n.prototype.preventDefault=function(){this._defaultPrevented=!0},i.defaultPrevented.get=function(){return this._defaultPrevented},Object.defineProperties(n.prototype,i),n}(t.Event),qn=function(e){function n(n,i,a){var o=\"touchend\"===n?a.changedTouches:a.touches,s=r.touchPos(i.getCanvasContainer(),o),l=s.map((function(t){return i.unproject(t)})),u=s.reduce((function(t,e,r,n){return t.add(e.div(n.length))}),new t.Point(0,0)),c=i.unproject(u);e.call(this,n,{points:s,point:u,lngLats:l,lngLat:c,originalEvent:a}),this._defaultPrevented=!1}e&&(n.__proto__=e),n.prototype=Object.create(e&&e.prototype),n.prototype.constructor=n;var i={defaultPrevented:{configurable:!0}};return n.prototype.preventDefault=function(){this._defaultPrevented=!0},i.defaultPrevented.get=function(){return this._defaultPrevented},Object.defineProperties(n.prototype,i),n}(t.Event),Hn=function(t){function e(e,r,n){t.call(this,e,{originalEvent:n}),this._defaultPrevented=!1}t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e;var r={defaultPrevented:{configurable:!0}};return e.prototype.preventDefault=function(){this._defaultPrevented=!0},r.defaultPrevented.get=function(){return this._defaultPrevented},Object.defineProperties(e.prototype,r),e}(t.Event),Gn=function(t,e){this._map=t,this._clickTolerance=e.clickTolerance};Gn.prototype.reset=function(){delete this._mousedownPos},Gn.prototype.wheel=function(t){return this._firePreventable(new Hn(t.type,this._map,t))},Gn.prototype.mousedown=function(t,e){return this._mousedownPos=e,this._firePreventable(new Vn(t.type,this._map,t))},Gn.prototype.mouseup=function(t){this._map.fire(new Vn(t.type,this._map,t))},Gn.prototype.click=function(t,e){this._mousedownPos&&this._mousedownPos.dist(e)>=this._clickTolerance||this._map.fire(new Vn(t.type,this._map,t))},Gn.prototype.dblclick=function(t){return this._firePreventable(new Vn(t.type,this._map,t))},Gn.prototype.mouseover=function(t){this._map.fire(new Vn(t.type,this._map,t))},Gn.prototype.mouseout=function(t){this._map.fire(new Vn(t.type,this._map,t))},Gn.prototype.touchstart=function(t){return this._firePreventable(new qn(t.type,this._map,t))},Gn.prototype.touchmove=function(t){this._map.fire(new qn(t.type,this._map,t))},Gn.prototype.touchend=function(t){this._map.fire(new qn(t.type,this._map,t))},Gn.prototype.touchcancel=function(t){this._map.fire(new qn(t.type,this._map,t))},Gn.prototype._firePreventable=function(t){if(this._map.fire(t),t.defaultPrevented)return{}},Gn.prototype.isEnabled=function(){return!0},Gn.prototype.isActive=function(){return!1},Gn.prototype.enable=function(){},Gn.prototype.disable=function(){};var Wn=function(t){this._map=t};Wn.prototype.reset=function(){this._delayContextMenu=!1,delete this._contextMenuEvent},Wn.prototype.mousemove=function(t){this._map.fire(new Vn(t.type,this._map,t))},Wn.prototype.mousedown=function(){this._delayContextMenu=!0},Wn.prototype.mouseup=function(){this._delayContextMenu=!1,this._contextMenuEvent&&(this._map.fire(new Vn(\"contextmenu\",this._map,this._contextMenuEvent)),delete this._contextMenuEvent)},Wn.prototype.contextmenu=function(t){this._delayContextMenu?this._contextMenuEvent=t:this._map.fire(new Vn(t.type,this._map,t)),this._map.listens(\"contextmenu\")&&t.preventDefault()},Wn.prototype.isEnabled=function(){return!0},Wn.prototype.isActive=function(){return!1},Wn.prototype.enable=function(){},Wn.prototype.disable=function(){};var Yn=function(t,e){this._map=t,this._el=t.getCanvasContainer(),this._container=t.getContainer(),this._clickTolerance=e.clickTolerance||1};function Xn(t,e){for(var r={},n=0;n<t.length;n++)r[t[n].identifier]=e[n];return r}Yn.prototype.isEnabled=function(){return!!this._enabled},Yn.prototype.isActive=function(){return!!this._active},Yn.prototype.enable=function(){this.isEnabled()||(this._enabled=!0)},Yn.prototype.disable=function(){this.isEnabled()&&(this._enabled=!1)},Yn.prototype.mousedown=function(t,e){this.isEnabled()&&t.shiftKey&&0===t.button&&(r.disableDrag(),this._startPos=this._lastPos=e,this._active=!0)},Yn.prototype.mousemoveWindow=function(t,e){if(this._active){var n=e;if(!(this._lastPos.equals(n)||!this._box&&n.dist(this._startPos)<this._clickTolerance)){var i=this._startPos;this._lastPos=n,this._box||(this._box=r.create(\"div\",\"mapboxgl-boxzoom\",this._container),this._container.classList.add(\"mapboxgl-crosshair\"),this._fireEvent(\"boxzoomstart\",t));var a=Math.min(i.x,n.x),o=Math.max(i.x,n.x),s=Math.min(i.y,n.y),l=Math.max(i.y,n.y);r.setTransform(this._box,\"translate(\"+a+\"px,\"+s+\"px)\"),this._box.style.width=o-a+\"px\",this._box.style.height=l-s+\"px\"}}},Yn.prototype.mouseupWindow=function(e,n){var i=this;if(this._active&&0===e.button){var a=this._startPos,o=n;if(this.reset(),r.suppressClick(),a.x!==o.x||a.y!==o.y)return this._map.fire(new t.Event(\"boxzoomend\",{originalEvent:e})),{cameraAnimation:function(t){return t.fitScreenCoordinates(a,o,i._map.getBearing(),{linear:!0})}};this._fireEvent(\"boxzoomcancel\",e)}},Yn.prototype.keydown=function(t){this._active&&27===t.keyCode&&(this.reset(),this._fireEvent(\"boxzoomcancel\",t))},Yn.prototype.reset=function(){this._active=!1,this._container.classList.remove(\"mapboxgl-crosshair\"),this._box&&(r.remove(this._box),this._box=null),r.enableDrag(),delete this._startPos,delete this._lastPos},Yn.prototype._fireEvent=function(e,r){return this._map.fire(new t.Event(e,{originalEvent:r}))};var Zn=function(t){this.reset(),this.numTouches=t.numTouches};Zn.prototype.reset=function(){delete this.centroid,delete this.startTime,delete this.touches,this.aborted=!1},Zn.prototype.touchstart=function(e,r,n){(this.centroid||n.length>this.numTouches)&&(this.aborted=!0),this.aborted||(void 0===this.startTime&&(this.startTime=e.timeStamp),n.length===this.numTouches&&(this.centroid=function(e){for(var r=new t.Point(0,0),n=0,i=e;n<i.length;n+=1){var a=i[n];r._add(a)}return r.div(e.length)}(r),this.touches=Xn(n,r)))},Zn.prototype.touchmove=function(t,e,r){if(!this.aborted&&this.centroid){var n=Xn(r,e);for(var i in this.touches){var a=this.touches[i],o=n[i];(!o||o.dist(a)>30)&&(this.aborted=!0)}}},Zn.prototype.touchend=function(t,e,r){if((!this.centroid||t.timeStamp-this.startTime>500)&&(this.aborted=!0),0===r.length){var n=!this.aborted&&this.centroid;if(this.reset(),n)return n}};var Kn=function(t){this.singleTap=new Zn(t),this.numTaps=t.numTaps,this.reset()};Kn.prototype.reset=function(){this.lastTime=1/0,delete this.lastTap,this.count=0,this.singleTap.reset()},Kn.prototype.touchstart=function(t,e,r){this.singleTap.touchstart(t,e,r)},Kn.prototype.touchmove=function(t,e,r){this.singleTap.touchmove(t,e,r)},Kn.prototype.touchend=function(t,e,r){var n=this.singleTap.touchend(t,e,r);if(n){var i=t.timeStamp-this.lastTime<500,a=!this.lastTap||this.lastTap.dist(n)<30;if(i&&a||this.reset(),this.count++,this.lastTime=t.timeStamp,this.lastTap=n,this.count===this.numTaps)return this.reset(),n}};var Jn=function(){this._zoomIn=new Kn({numTouches:1,numTaps:2}),this._zoomOut=new Kn({numTouches:2,numTaps:1}),this.reset()};Jn.prototype.reset=function(){this._active=!1,this._zoomIn.reset(),this._zoomOut.reset()},Jn.prototype.touchstart=function(t,e,r){this._zoomIn.touchstart(t,e,r),this._zoomOut.touchstart(t,e,r)},Jn.prototype.touchmove=function(t,e,r){this._zoomIn.touchmove(t,e,r),this._zoomOut.touchmove(t,e,r)},Jn.prototype.touchend=function(t,e,r){var n=this,i=this._zoomIn.touchend(t,e,r),a=this._zoomOut.touchend(t,e,r);return i?(this._active=!0,t.preventDefault(),setTimeout((function(){return n.reset()}),0),{cameraAnimation:function(e){return e.easeTo({duration:300,zoom:e.getZoom()+1,around:e.unproject(i)},{originalEvent:t})}}):a?(this._active=!0,t.preventDefault(),setTimeout((function(){return n.reset()}),0),{cameraAnimation:function(e){return e.easeTo({duration:300,zoom:e.getZoom()-1,around:e.unproject(a)},{originalEvent:t})}}):void 0},Jn.prototype.touchcancel=function(){this.reset()},Jn.prototype.enable=function(){this._enabled=!0},Jn.prototype.disable=function(){this._enabled=!1,this.reset()},Jn.prototype.isEnabled=function(){return this._enabled},Jn.prototype.isActive=function(){return this._active};var $n={};$n[0]=1,$n[2]=2;var Qn=function(t){this.reset(),this._clickTolerance=t.clickTolerance||1};Qn.prototype.reset=function(){this._active=!1,this._moved=!1,delete this._lastPoint,delete this._eventButton},Qn.prototype._correctButton=function(t,e){return!1},Qn.prototype._move=function(t,e){return{}},Qn.prototype.mousedown=function(t,e){if(!this._lastPoint){var n=r.mouseButton(t);this._correctButton(t,n)&&(this._lastPoint=e,this._eventButton=n)}},Qn.prototype.mousemoveWindow=function(t,e){var r=this._lastPoint;if(r)if(t.preventDefault(),function(t,e){var r=$n[e];return void 0===t.buttons||(t.buttons&r)!==r}(t,this._eventButton))this.reset();else if(this._moved||!(e.dist(r)<this._clickTolerance))return this._moved=!0,this._lastPoint=e,this._move(r,e)},Qn.prototype.mouseupWindow=function(t){this._lastPoint&&r.mouseButton(t)===this._eventButton&&(this._moved&&r.suppressClick(),this.reset())},Qn.prototype.enable=function(){this._enabled=!0},Qn.prototype.disable=function(){this._enabled=!1,this.reset()},Qn.prototype.isEnabled=function(){return this._enabled},Qn.prototype.isActive=function(){return this._active};var ti=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.mousedown=function(e,r){t.prototype.mousedown.call(this,e,r),this._lastPoint&&(this._active=!0)},e.prototype._correctButton=function(t,e){return 0===e&&!t.ctrlKey},e.prototype._move=function(t,e){return{around:e,panDelta:e.sub(t)}},e}(Qn),ei=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._correctButton=function(t,e){return 0===e&&t.ctrlKey||2===e},e.prototype._move=function(t,e){var r=.8*(e.x-t.x);if(r)return this._active=!0,{bearingDelta:r}},e.prototype.contextmenu=function(t){t.preventDefault()},e}(Qn),ri=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._correctButton=function(t,e){return 0===e&&t.ctrlKey||2===e},e.prototype._move=function(t,e){var r=-.5*(e.y-t.y);if(r)return this._active=!0,{pitchDelta:r}},e.prototype.contextmenu=function(t){t.preventDefault()},e}(Qn),ni=function(t){this._minTouches=1,this._clickTolerance=t.clickTolerance||1,this.reset()};ni.prototype.reset=function(){this._active=!1,this._touches={},this._sum=new t.Point(0,0)},ni.prototype.touchstart=function(t,e,r){return this._calculateTransform(t,e,r)},ni.prototype.touchmove=function(t,e,r){if(this._active&&!(r.length<this._minTouches))return t.preventDefault(),this._calculateTransform(t,e,r)},ni.prototype.touchend=function(t,e,r){this._calculateTransform(t,e,r),this._active&&r.length<this._minTouches&&this.reset()},ni.prototype.touchcancel=function(){this.reset()},ni.prototype._calculateTransform=function(e,r,n){n.length>0&&(this._active=!0);var i=Xn(n,r),a=new t.Point(0,0),o=new t.Point(0,0),s=0;for(var l in i){var u=i[l],c=this._touches[l];c&&(a._add(u),o._add(u.sub(c)),s++,i[l]=u)}if(this._touches=i,!(s<this._minTouches)&&o.mag()){var f=o.div(s);if(this._sum._add(f),!(this._sum.mag()<this._clickTolerance))return{around:a.div(s),panDelta:f}}},ni.prototype.enable=function(){this._enabled=!0},ni.prototype.disable=function(){this._enabled=!1,this.reset()},ni.prototype.isEnabled=function(){return this._enabled},ni.prototype.isActive=function(){return this._active};var ii=function(){this.reset()};function ai(t,e,r){for(var n=0;n<t.length;n++)if(t[n].identifier===r)return e[n]}ii.prototype.reset=function(){this._active=!1,delete this._firstTwoTouches},ii.prototype._start=function(t){},ii.prototype._move=function(t,e,r){return{}},ii.prototype.touchstart=function(t,e,r){this._firstTwoTouches||r.length<2||(this._firstTwoTouches=[r[0].identifier,r[1].identifier],this._start([e[0],e[1]]))},ii.prototype.touchmove=function(t,e,r){if(this._firstTwoTouches){t.preventDefault();var n=this._firstTwoTouches,i=n[0],a=n[1],o=ai(r,e,i),s=ai(r,e,a);if(o&&s){var l=this._aroundCenter?null:o.add(s).div(2);return this._move([o,s],l,t)}}},ii.prototype.touchend=function(t,e,n){if(this._firstTwoTouches){var i=this._firstTwoTouches,a=i[0],o=i[1],s=ai(n,e,a),l=ai(n,e,o);s&&l||(this._active&&r.suppressClick(),this.reset())}},ii.prototype.touchcancel=function(){this.reset()},ii.prototype.enable=function(t){this._enabled=!0,this._aroundCenter=!!t&&\"center\"===t.around},ii.prototype.disable=function(){this._enabled=!1,this.reset()},ii.prototype.isEnabled=function(){return this._enabled},ii.prototype.isActive=function(){return this._active};function oi(t,e){return Math.log(t/e)/Math.LN2}var si=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.reset=function(){t.prototype.reset.call(this),delete this._distance,delete this._startDistance},e.prototype._start=function(t){this._startDistance=this._distance=t[0].dist(t[1])},e.prototype._move=function(t,e){var r=this._distance;if(this._distance=t[0].dist(t[1]),this._active||!(Math.abs(oi(this._distance,this._startDistance))<.1))return this._active=!0,{zoomDelta:oi(this._distance,r),pinchAround:e}},e}(ii);function li(t,e){return 180*t.angleWith(e)/Math.PI}var ui=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.reset=function(){t.prototype.reset.call(this),delete this._minDiameter,delete this._startVector,delete this._vector},e.prototype._start=function(t){this._startVector=this._vector=t[0].sub(t[1]),this._minDiameter=t[0].dist(t[1])},e.prototype._move=function(t,e){var r=this._vector;if(this._vector=t[0].sub(t[1]),this._active||!this._isBelowThreshold(this._vector))return this._active=!0,{bearingDelta:li(this._vector,r),pinchAround:e}},e.prototype._isBelowThreshold=function(t){this._minDiameter=Math.min(this._minDiameter,t.mag());var e=25/(Math.PI*this._minDiameter)*360,r=li(t,this._startVector);return Math.abs(r)<e},e}(ii);function ci(t){return Math.abs(t.y)>Math.abs(t.x)}var fi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.reset=function(){t.prototype.reset.call(this),this._valid=void 0,delete this._firstMove,delete this._lastPoints},e.prototype._start=function(t){this._lastPoints=t,ci(t[0].sub(t[1]))&&(this._valid=!1)},e.prototype._move=function(t,e,r){var n=t[0].sub(this._lastPoints[0]),i=t[1].sub(this._lastPoints[1]);if(this._valid=this.gestureBeginsVertically(n,i,r.timeStamp),this._valid)return this._lastPoints=t,this._active=!0,{pitchDelta:(n.y+i.y)/2*-.5}},e.prototype.gestureBeginsVertically=function(t,e,r){if(void 0!==this._valid)return this._valid;var n=t.mag()>=2,i=e.mag()>=2;if(n||i){if(!n||!i)return void 0===this._firstMove&&(this._firstMove=r),r-this._firstMove<100&&void 0;var a=t.y>0==e.y>0;return ci(t)&&ci(e)&&a}},e}(ii),hi={panStep:100,bearingStep:15,pitchStep:10},pi=function(){var t=hi;this._panStep=t.panStep,this._bearingStep=t.bearingStep,this._pitchStep=t.pitchStep,this._rotationDisabled=!1};function di(t){return t*(2-t)}pi.prototype.reset=function(){this._active=!1},pi.prototype.keydown=function(t){var e=this;if(!(t.altKey||t.ctrlKey||t.metaKey)){var r=0,n=0,i=0,a=0,o=0;switch(t.keyCode){case 61:case 107:case 171:case 187:r=1;break;case 189:case 109:case 173:r=-1;break;case 37:t.shiftKey?n=-1:(t.preventDefault(),a=-1);break;case 39:t.shiftKey?n=1:(t.preventDefault(),a=1);break;case 38:t.shiftKey?i=1:(t.preventDefault(),o=-1);break;case 40:t.shiftKey?i=-1:(t.preventDefault(),o=1);break;default:return}return this._rotationDisabled&&(n=0,i=0),{cameraAnimation:function(s){var l=s.getZoom();s.easeTo({duration:300,easeId:\"keyboardHandler\",easing:di,zoom:r?Math.round(l)+r*(t.shiftKey?2:1):l,bearing:s.getBearing()+n*e._bearingStep,pitch:s.getPitch()+i*e._pitchStep,offset:[-a*e._panStep,-o*e._panStep],center:s.getCenter()},{originalEvent:t})}}}},pi.prototype.enable=function(){this._enabled=!0},pi.prototype.disable=function(){this._enabled=!1,this.reset()},pi.prototype.isEnabled=function(){return this._enabled},pi.prototype.isActive=function(){return this._active},pi.prototype.disableRotation=function(){this._rotationDisabled=!0},pi.prototype.enableRotation=function(){this._rotationDisabled=!1};var vi=4.000244140625,gi=function(e,r){this._map=e,this._el=e.getCanvasContainer(),this._handler=r,this._delta=0,this._defaultZoomRate=.01,this._wheelZoomRate=.0022222222222222222,t.bindAll([\"_onTimeout\"],this)};gi.prototype.setZoomRate=function(t){this._defaultZoomRate=t},gi.prototype.setWheelZoomRate=function(t){this._wheelZoomRate=t},gi.prototype.isEnabled=function(){return!!this._enabled},gi.prototype.isActive=function(){return!!this._active||void 0!==this._finishTimeout},gi.prototype.isZooming=function(){return!!this._zooming},gi.prototype.enable=function(t){this.isEnabled()||(this._enabled=!0,this._aroundCenter=t&&\"center\"===t.around)},gi.prototype.disable=function(){this.isEnabled()&&(this._enabled=!1)},gi.prototype.wheel=function(e){if(this.isEnabled()){var r=e.deltaMode===t.window.WheelEvent.DOM_DELTA_LINE?40*e.deltaY:e.deltaY,n=t.browser.now(),i=n-(this._lastWheelEventTime||0);this._lastWheelEventTime=n,0!==r&&r%vi==0?this._type=\"wheel\":0!==r&&Math.abs(r)<4?this._type=\"trackpad\":i>400?(this._type=null,this._lastValue=r,this._timeout=setTimeout(this._onTimeout,40,e)):this._type||(this._type=Math.abs(i*r)<200?\"trackpad\":\"wheel\",this._timeout&&(clearTimeout(this._timeout),this._timeout=null,r+=this._lastValue)),e.shiftKey&&r&&(r/=4),this._type&&(this._lastWheelEvent=e,this._delta-=r,this._active||this._start(e)),e.preventDefault()}},gi.prototype._onTimeout=function(t){this._type=\"wheel\",this._delta-=this._lastValue,this._active||this._start(t)},gi.prototype._start=function(e){if(this._delta){this._frameId&&(this._frameId=null),this._active=!0,this.isZooming()||(this._zooming=!0),this._finishTimeout&&(clearTimeout(this._finishTimeout),delete this._finishTimeout);var n=r.mousePos(this._el,e);this._around=t.LngLat.convert(this._aroundCenter?this._map.getCenter():this._map.unproject(n)),this._aroundPoint=this._map.transform.locationPoint(this._around),this._frameId||(this._frameId=!0,this._handler._triggerRenderFrame())}},gi.prototype.renderFrame=function(){var e=this;if(this._frameId&&(this._frameId=null,this.isActive())){var r=this._map.transform;if(0!==this._delta){var n=\"wheel\"===this._type&&Math.abs(this._delta)>vi?this._wheelZoomRate:this._defaultZoomRate,i=2/(1+Math.exp(-Math.abs(this._delta*n)));this._delta<0&&0!==i&&(i=1/i);var a=\"number\"==typeof this._targetZoom?r.zoomScale(this._targetZoom):r.scale;this._targetZoom=Math.min(r.maxZoom,Math.max(r.minZoom,r.scaleZoom(a*i))),\"wheel\"===this._type&&(this._startZoom=r.zoom,this._easing=this._smoothOutEasing(200)),this._delta=0}var o,s=\"number\"==typeof this._targetZoom?this._targetZoom:r.zoom,l=this._startZoom,u=this._easing,c=!1;if(\"wheel\"===this._type&&l&&u){var f=Math.min((t.browser.now()-this._lastWheelEventTime)/200,1),h=u(f);o=t.number(l,s,h),f<1?this._frameId||(this._frameId=!0):c=!0}else o=s,c=!0;return this._active=!0,c&&(this._active=!1,this._finishTimeout=setTimeout((function(){e._zooming=!1,e._handler._triggerRenderFrame(),delete e._targetZoom,delete e._finishTimeout}),200)),{noInertia:!0,needsRenderFrame:!c,zoomDelta:o-r.zoom,around:this._aroundPoint,originalEvent:this._lastWheelEvent}}},gi.prototype._smoothOutEasing=function(e){var r=t.ease;if(this._prevEase){var n=this._prevEase,i=(t.browser.now()-n.start)/n.duration,a=n.easing(i+.01)-n.easing(i),o=.27/Math.sqrt(a*a+1e-4)*.01,s=Math.sqrt(.0729-o*o);r=t.bezier(o,s,.25,1)}return this._prevEase={start:t.browser.now(),duration:e,easing:r},r},gi.prototype.reset=function(){this._active=!1};var yi=function(t,e){this._clickZoom=t,this._tapZoom=e};yi.prototype.enable=function(){this._clickZoom.enable(),this._tapZoom.enable()},yi.prototype.disable=function(){this._clickZoom.disable(),this._tapZoom.disable()},yi.prototype.isEnabled=function(){return this._clickZoom.isEnabled()&&this._tapZoom.isEnabled()},yi.prototype.isActive=function(){return this._clickZoom.isActive()||this._tapZoom.isActive()};var mi=function(){this.reset()};mi.prototype.reset=function(){this._active=!1},mi.prototype.dblclick=function(t,e){return t.preventDefault(),{cameraAnimation:function(r){r.easeTo({duration:300,zoom:r.getZoom()+(t.shiftKey?-1:1),around:r.unproject(e)},{originalEvent:t})}}},mi.prototype.enable=function(){this._enabled=!0},mi.prototype.disable=function(){this._enabled=!1,this.reset()},mi.prototype.isEnabled=function(){return this._enabled},mi.prototype.isActive=function(){return this._active};var xi=function(){this._tap=new Kn({numTouches:1,numTaps:1}),this.reset()};xi.prototype.reset=function(){this._active=!1,delete this._swipePoint,delete this._swipeTouch,delete this._tapTime,this._tap.reset()},xi.prototype.touchstart=function(t,e,r){this._swipePoint||(this._tapTime&&t.timeStamp-this._tapTime>500&&this.reset(),this._tapTime?r.length>0&&(this._swipePoint=e[0],this._swipeTouch=r[0].identifier):this._tap.touchstart(t,e,r))},xi.prototype.touchmove=function(t,e,r){if(this._tapTime){if(this._swipePoint){if(r[0].identifier!==this._swipeTouch)return;var n=e[0],i=n.y-this._swipePoint.y;return this._swipePoint=n,t.preventDefault(),this._active=!0,{zoomDelta:i/128}}}else this._tap.touchmove(t,e,r)},xi.prototype.touchend=function(t,e,r){this._tapTime?this._swipePoint&&0===r.length&&this.reset():this._tap.touchend(t,e,r)&&(this._tapTime=t.timeStamp)},xi.prototype.touchcancel=function(){this.reset()},xi.prototype.enable=function(){this._enabled=!0},xi.prototype.disable=function(){this._enabled=!1,this.reset()},xi.prototype.isEnabled=function(){return this._enabled},xi.prototype.isActive=function(){return this._active};var bi=function(t,e,r){this._el=t,this._mousePan=e,this._touchPan=r};bi.prototype.enable=function(t){this._inertiaOptions=t||{},this._mousePan.enable(),this._touchPan.enable(),this._el.classList.add(\"mapboxgl-touch-drag-pan\")},bi.prototype.disable=function(){this._mousePan.disable(),this._touchPan.disable(),this._el.classList.remove(\"mapboxgl-touch-drag-pan\")},bi.prototype.isEnabled=function(){return this._mousePan.isEnabled()&&this._touchPan.isEnabled()},bi.prototype.isActive=function(){return this._mousePan.isActive()||this._touchPan.isActive()};var _i=function(t,e,r){this._pitchWithRotate=t.pitchWithRotate,this._mouseRotate=e,this._mousePitch=r};_i.prototype.enable=function(){this._mouseRotate.enable(),this._pitchWithRotate&&this._mousePitch.enable()},_i.prototype.disable=function(){this._mouseRotate.disable(),this._mousePitch.disable()},_i.prototype.isEnabled=function(){return this._mouseRotate.isEnabled()&&(!this._pitchWithRotate||this._mousePitch.isEnabled())},_i.prototype.isActive=function(){return this._mouseRotate.isActive()||this._mousePitch.isActive()};var wi=function(t,e,r,n){this._el=t,this._touchZoom=e,this._touchRotate=r,this._tapDragZoom=n,this._rotationDisabled=!1,this._enabled=!0};wi.prototype.enable=function(t){this._touchZoom.enable(t),this._rotationDisabled||this._touchRotate.enable(t),this._tapDragZoom.enable(),this._el.classList.add(\"mapboxgl-touch-zoom-rotate\")},wi.prototype.disable=function(){this._touchZoom.disable(),this._touchRotate.disable(),this._tapDragZoom.disable(),this._el.classList.remove(\"mapboxgl-touch-zoom-rotate\")},wi.prototype.isEnabled=function(){return this._touchZoom.isEnabled()&&(this._rotationDisabled||this._touchRotate.isEnabled())&&this._tapDragZoom.isEnabled()},wi.prototype.isActive=function(){return this._touchZoom.isActive()||this._touchRotate.isActive()||this._tapDragZoom.isActive()},wi.prototype.disableRotation=function(){this._rotationDisabled=!0,this._touchRotate.disable()},wi.prototype.enableRotation=function(){this._rotationDisabled=!1,this._touchZoom.isEnabled()&&this._touchRotate.enable()};var Ti=function(t){return t.zoom||t.drag||t.pitch||t.rotate},ki=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e}(t.Event);function Ai(t){return t.panDelta&&t.panDelta.mag()||t.zoomDelta||t.bearingDelta||t.pitchDelta}var Mi=function(e,n){this._map=e,this._el=this._map.getCanvasContainer(),this._handlers=[],this._handlersById={},this._changes=[],this._inertia=new Nn(e),this._bearingSnap=n.bearingSnap,this._previousActiveHandlers={},this._eventsInProgress={},this._addDefaultHandlers(n),t.bindAll([\"handleEvent\",\"handleWindowEvent\"],this);var i=this._el;this._listeners=[[i,\"touchstart\",{passive:!0}],[i,\"touchmove\",{passive:!1}],[i,\"touchend\",void 0],[i,\"touchcancel\",void 0],[i,\"mousedown\",void 0],[i,\"mousemove\",void 0],[i,\"mouseup\",void 0],[t.window.document,\"mousemove\",{capture:!0}],[t.window.document,\"mouseup\",void 0],[i,\"mouseover\",void 0],[i,\"mouseout\",void 0],[i,\"dblclick\",void 0],[i,\"click\",void 0],[i,\"keydown\",{capture:!1}],[i,\"keyup\",void 0],[i,\"wheel\",{passive:!1}],[i,\"contextmenu\",void 0],[t.window,\"blur\",void 0]];for(var a=0,o=this._listeners;a<o.length;a+=1){var s=o[a],l=s[0],u=s[1],c=s[2];r.addEventListener(l,u,l===t.window.document?this.handleWindowEvent:this.handleEvent,c)}};Mi.prototype.destroy=function(){for(var e=0,n=this._listeners;e<n.length;e+=1){var i=n[e],a=i[0],o=i[1],s=i[2];r.removeEventListener(a,o,a===t.window.document?this.handleWindowEvent:this.handleEvent,s)}},Mi.prototype._addDefaultHandlers=function(t){var e=this._map,r=e.getCanvasContainer();this._add(\"mapEvent\",new Gn(e,t));var n=e.boxZoom=new Yn(e,t);this._add(\"boxZoom\",n);var i=new Jn,a=new mi;e.doubleClickZoom=new yi(a,i),this._add(\"tapZoom\",i),this._add(\"clickZoom\",a);var o=new xi;this._add(\"tapDragZoom\",o);var s=e.touchPitch=new fi;this._add(\"touchPitch\",s);var l=new ei(t),u=new ri(t);e.dragRotate=new _i(t,l,u),this._add(\"mouseRotate\",l,[\"mousePitch\"]),this._add(\"mousePitch\",u,[\"mouseRotate\"]);var c=new ti(t),f=new ni(t);e.dragPan=new bi(r,c,f),this._add(\"mousePan\",c),this._add(\"touchPan\",f,[\"touchZoom\",\"touchRotate\"]);var h=new ui,p=new si;e.touchZoomRotate=new wi(r,p,h,o),this._add(\"touchRotate\",h,[\"touchPan\",\"touchZoom\"]),this._add(\"touchZoom\",p,[\"touchPan\",\"touchRotate\"]);var d=e.scrollZoom=new gi(e,this);this._add(\"scrollZoom\",d,[\"mousePan\"]);var v=e.keyboard=new pi;this._add(\"keyboard\",v),this._add(\"blockableMapEvent\",new Wn(e));for(var g=0,y=[\"boxZoom\",\"doubleClickZoom\",\"tapDragZoom\",\"touchPitch\",\"dragRotate\",\"dragPan\",\"touchZoomRotate\",\"scrollZoom\",\"keyboard\"];g<y.length;g+=1){var m=y[g];t.interactive&&t[m]&&e[m].enable(t[m])}},Mi.prototype._add=function(t,e,r){this._handlers.push({handlerName:t,handler:e,allowed:r}),this._handlersById[t]=e},Mi.prototype.stop=function(t){if(!this._updatingCamera){for(var e=0,r=this._handlers;e<r.length;e+=1)r[e].handler.reset();this._inertia.clear(),this._fireEvents({},{},t),this._changes=[]}},Mi.prototype.isActive=function(){for(var t=0,e=this._handlers;t<e.length;t+=1)if(e[t].handler.isActive())return!0;return!1},Mi.prototype.isZooming=function(){return!!this._eventsInProgress.zoom||this._map.scrollZoom.isZooming()},Mi.prototype.isRotating=function(){return!!this._eventsInProgress.rotate},Mi.prototype.isMoving=function(){return Boolean(Ti(this._eventsInProgress))||this.isZooming()},Mi.prototype._blockedByActive=function(t,e,r){for(var n in t)if(n!==r&&(!e||e.indexOf(n)<0))return!0;return!1},Mi.prototype.handleWindowEvent=function(t){this.handleEvent(t,t.type+\"Window\")},Mi.prototype._getMapTouches=function(t){for(var e=[],r=0,n=t;r<n.length;r+=1){var i=n[r],a=i.target;this._el.contains(a)&&e.push(i)}return e},Mi.prototype.handleEvent=function(t,e){if(\"blur\"!==t.type){this._updatingCamera=!0;for(var n=\"renderFrame\"===t.type?void 0:t,i={needsRenderFrame:!1},a={},o={},s=t.touches?this._getMapTouches(t.touches):void 0,l=s?r.touchPos(this._el,s):r.mousePos(this._el,t),u=0,c=this._handlers;u<c.length;u+=1){var f=c[u],h=f.handlerName,p=f.handler,d=f.allowed;if(p.isEnabled()){var v=void 0;this._blockedByActive(o,d,h)?p.reset():p[e||t.type]&&(v=p[e||t.type](t,l,s),this.mergeHandlerResult(i,a,v,h,n),v&&v.needsRenderFrame&&this._triggerRenderFrame()),(v||p.isActive())&&(o[h]=p)}}var g={};for(var y in this._previousActiveHandlers)o[y]||(g[y]=n);this._previousActiveHandlers=o,(Object.keys(g).length||Ai(i))&&(this._changes.push([i,a,g]),this._triggerRenderFrame()),(Object.keys(o).length||Ai(i))&&this._map._stop(!0),this._updatingCamera=!1;var m=i.cameraAnimation;m&&(this._inertia.clear(),this._fireEvents({},{},!0),this._changes=[],m(this._map))}else this.stop(!0)},Mi.prototype.mergeHandlerResult=function(e,r,n,i,a){if(n){t.extend(e,n);var o={handlerName:i,originalEvent:n.originalEvent||a};void 0!==n.zoomDelta&&(r.zoom=o),void 0!==n.panDelta&&(r.drag=o),void 0!==n.pitchDelta&&(r.pitch=o),void 0!==n.bearingDelta&&(r.rotate=o)}},Mi.prototype._applyChanges=function(){for(var e={},r={},n={},i=0,a=this._changes;i<a.length;i+=1){var o=a[i],s=o[0],l=o[1],u=o[2];s.panDelta&&(e.panDelta=(e.panDelta||new t.Point(0,0))._add(s.panDelta)),s.zoomDelta&&(e.zoomDelta=(e.zoomDelta||0)+s.zoomDelta),s.bearingDelta&&(e.bearingDelta=(e.bearingDelta||0)+s.bearingDelta),s.pitchDelta&&(e.pitchDelta=(e.pitchDelta||0)+s.pitchDelta),void 0!==s.around&&(e.around=s.around),void 0!==s.pinchAround&&(e.pinchAround=s.pinchAround),s.noInertia&&(e.noInertia=s.noInertia),t.extend(r,l),t.extend(n,u)}this._updateMapTransform(e,r,n),this._changes=[]},Mi.prototype._updateMapTransform=function(t,e,r){var n=this._map,i=n.transform;if(!Ai(t))return this._fireEvents(e,r,!0);var a=t.panDelta,o=t.zoomDelta,s=t.bearingDelta,l=t.pitchDelta,u=t.around,c=t.pinchAround;void 0!==c&&(u=c),n._stop(!0),u=u||n.transform.centerPoint;var f=i.pointLocation(a?u.sub(a):u);s&&(i.bearing+=s),l&&(i.pitch+=l),o&&(i.zoom+=o),i.setLocationAtPoint(f,u),this._map._update(),t.noInertia||this._inertia.record(t),this._fireEvents(e,r,!0)},Mi.prototype._fireEvents=function(e,r,n){var i=this,a=Ti(this._eventsInProgress),o=Ti(e),s={};for(var l in e){var u=e[l].originalEvent;this._eventsInProgress[l]||(s[l+\"start\"]=u),this._eventsInProgress[l]=e[l]}for(var c in!a&&o&&this._fireEvent(\"movestart\",o.originalEvent),s)this._fireEvent(c,s[c]);for(var f in o&&this._fireEvent(\"move\",o.originalEvent),e){var h=e[f].originalEvent;this._fireEvent(f,h)}var p,d={};for(var v in this._eventsInProgress){var g=this._eventsInProgress[v],y=g.handlerName,m=g.originalEvent;this._handlersById[y].isActive()||(delete this._eventsInProgress[v],p=r[y]||m,d[v+\"end\"]=p)}for(var x in d)this._fireEvent(x,d[x]);var b=Ti(this._eventsInProgress);if(n&&(a||o)&&!b){this._updatingCamera=!0;var _=this._inertia._onMoveEnd(this._map.dragPan._inertiaOptions),w=function(t){return 0!==t&&-i._bearingSnap<t&&t<i._bearingSnap};_?(w(_.bearing||this._map.getBearing())&&(_.bearing=0),this._map.easeTo(_,{originalEvent:p})):(this._map.fire(new t.Event(\"moveend\",{originalEvent:p})),w(this._map.getBearing())&&this._map.resetNorth()),this._updatingCamera=!1}},Mi.prototype._fireEvent=function(e,r){this._map.fire(new t.Event(e,r?{originalEvent:r}:{}))},Mi.prototype._requestFrame=function(){var t=this;return this._map.triggerRepaint(),this._map._renderTaskQueue.add((function(e){delete t._frameId,t.handleEvent(new ki(\"renderFrame\",{timeStamp:e})),t._applyChanges()}))},Mi.prototype._triggerRenderFrame=function(){void 0===this._frameId&&(this._frameId=this._requestFrame())};var Si=function(e){function r(r,n){e.call(this),this._moving=!1,this._zooming=!1,this.transform=r,this._bearingSnap=n.bearingSnap,t.bindAll([\"_renderFrameCallback\"],this)}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.getCenter=function(){return new t.LngLat(this.transform.center.lng,this.transform.center.lat)},r.prototype.setCenter=function(t,e){return this.jumpTo({center:t},e)},r.prototype.panBy=function(e,r,n){return e=t.Point.convert(e).mult(-1),this.panTo(this.transform.center,t.extend({offset:e},r),n)},r.prototype.panTo=function(e,r,n){return this.easeTo(t.extend({center:e},r),n)},r.prototype.getZoom=function(){return this.transform.zoom},r.prototype.setZoom=function(t,e){return this.jumpTo({zoom:t},e),this},r.prototype.zoomTo=function(e,r,n){return this.easeTo(t.extend({zoom:e},r),n)},r.prototype.zoomIn=function(t,e){return this.zoomTo(this.getZoom()+1,t,e),this},r.prototype.zoomOut=function(t,e){return this.zoomTo(this.getZoom()-1,t,e),this},r.prototype.getBearing=function(){return this.transform.bearing},r.prototype.setBearing=function(t,e){return this.jumpTo({bearing:t},e),this},r.prototype.getPadding=function(){return this.transform.padding},r.prototype.setPadding=function(t,e){return this.jumpTo({padding:t},e),this},r.prototype.rotateTo=function(e,r,n){return this.easeTo(t.extend({bearing:e},r),n)},r.prototype.resetNorth=function(e,r){return this.rotateTo(0,t.extend({duration:1e3},e),r),this},r.prototype.resetNorthPitch=function(e,r){return this.easeTo(t.extend({bearing:0,pitch:0,duration:1e3},e),r),this},r.prototype.snapToNorth=function(t,e){return Math.abs(this.getBearing())<this._bearingSnap?this.resetNorth(t,e):this},r.prototype.getPitch=function(){return this.transform.pitch},r.prototype.setPitch=function(t,e){return this.jumpTo({pitch:t},e),this},r.prototype.cameraForBounds=function(e,r){e=t.LngLatBounds.convert(e);var n=r&&r.bearing||0;return this._cameraForBoxAndBearing(e.getNorthWest(),e.getSouthEast(),n,r)},r.prototype._cameraForBoxAndBearing=function(e,r,n,i){var a={top:0,bottom:0,right:0,left:0};if(\"number\"==typeof(i=t.extend({padding:a,offset:[0,0],maxZoom:this.transform.maxZoom},i)).padding){var o=i.padding;i.padding={top:o,bottom:o,right:o,left:o}}i.padding=t.extend(a,i.padding);var s=this.transform,l=s.padding,u=s.project(t.LngLat.convert(e)),c=s.project(t.LngLat.convert(r)),f=u.rotate(-n*Math.PI/180),h=c.rotate(-n*Math.PI/180),p=new t.Point(Math.max(f.x,h.x),Math.max(f.y,h.y)),d=new t.Point(Math.min(f.x,h.x),Math.min(f.y,h.y)),v=p.sub(d),g=(s.width-(l.left+l.right+i.padding.left+i.padding.right))/v.x,y=(s.height-(l.top+l.bottom+i.padding.top+i.padding.bottom))/v.y;if(!(y<0||g<0)){var m=Math.min(s.scaleZoom(s.scale*Math.min(g,y)),i.maxZoom),x=\"number\"==typeof i.offset.x?new t.Point(i.offset.x,i.offset.y):t.Point.convert(i.offset),b=(i.padding.left-i.padding.right)/2,_=(i.padding.top-i.padding.bottom)/2,w=new t.Point(b,_).rotate(n*Math.PI/180),T=x.add(w).mult(s.scale/s.zoomScale(m));return{center:s.unproject(u.add(c).div(2).sub(T)),zoom:m,bearing:n}}t.warnOnce(\"Map cannot fit within canvas with the given bounds, padding, and/or offset.\")},r.prototype.fitBounds=function(t,e,r){return this._fitInternal(this.cameraForBounds(t,e),e,r)},r.prototype.fitScreenCoordinates=function(e,r,n,i,a){return this._fitInternal(this._cameraForBoxAndBearing(this.transform.pointLocation(t.Point.convert(e)),this.transform.pointLocation(t.Point.convert(r)),n,i),i,a)},r.prototype._fitInternal=function(e,r,n){return e?(delete(r=t.extend(e,r)).padding,r.linear?this.easeTo(r,n):this.flyTo(r,n)):this},r.prototype.jumpTo=function(e,r){this.stop();var n=this.transform,i=!1,a=!1,o=!1;return\"zoom\"in e&&n.zoom!==+e.zoom&&(i=!0,n.zoom=+e.zoom),void 0!==e.center&&(n.center=t.LngLat.convert(e.center)),\"bearing\"in e&&n.bearing!==+e.bearing&&(a=!0,n.bearing=+e.bearing),\"pitch\"in e&&n.pitch!==+e.pitch&&(o=!0,n.pitch=+e.pitch),null==e.padding||n.isPaddingEqual(e.padding)||(n.padding=e.padding),this.fire(new t.Event(\"movestart\",r)).fire(new t.Event(\"move\",r)),i&&this.fire(new t.Event(\"zoomstart\",r)).fire(new t.Event(\"zoom\",r)).fire(new t.Event(\"zoomend\",r)),a&&this.fire(new t.Event(\"rotatestart\",r)).fire(new t.Event(\"rotate\",r)).fire(new t.Event(\"rotateend\",r)),o&&this.fire(new t.Event(\"pitchstart\",r)).fire(new t.Event(\"pitch\",r)).fire(new t.Event(\"pitchend\",r)),this.fire(new t.Event(\"moveend\",r))},r.prototype.easeTo=function(e,r){var n=this;this._stop(!1,e.easeId),(!1===(e=t.extend({offset:[0,0],duration:500,easing:t.ease},e)).animate||!e.essential&&t.browser.prefersReducedMotion)&&(e.duration=0);var i=this.transform,a=this.getZoom(),o=this.getBearing(),s=this.getPitch(),l=this.getPadding(),u=\"zoom\"in e?+e.zoom:a,c=\"bearing\"in e?this._normalizeBearing(e.bearing,o):o,f=\"pitch\"in e?+e.pitch:s,h=\"padding\"in e?e.padding:i.padding,p=t.Point.convert(e.offset),d=i.centerPoint.add(p),v=i.pointLocation(d),g=t.LngLat.convert(e.center||v);this._normalizeCenter(g);var y,m,x=i.project(v),b=i.project(g).sub(x),_=i.zoomScale(u-a);e.around&&(y=t.LngLat.convert(e.around),m=i.locationPoint(y));var w={moving:this._moving,zooming:this._zooming,rotating:this._rotating,pitching:this._pitching};return this._zooming=this._zooming||u!==a,this._rotating=this._rotating||o!==c,this._pitching=this._pitching||f!==s,this._padding=!i.isPaddingEqual(h),this._easeId=e.easeId,this._prepareEase(r,e.noMoveStart,w),this._ease((function(e){if(n._zooming&&(i.zoom=t.number(a,u,e)),n._rotating&&(i.bearing=t.number(o,c,e)),n._pitching&&(i.pitch=t.number(s,f,e)),n._padding&&(i.interpolatePadding(l,h,e),d=i.centerPoint.add(p)),y)i.setLocationAtPoint(y,m);else{var v=i.zoomScale(i.zoom-a),g=u>a?Math.min(2,_):Math.max(.5,_),w=Math.pow(g,1-e),T=i.unproject(x.add(b.mult(e*w)).mult(v));i.setLocationAtPoint(i.renderWorldCopies?T.wrap():T,d)}n._fireMoveEvents(r)}),(function(t){n._afterEase(r,t)}),e),this},r.prototype._prepareEase=function(e,r,n){void 0===n&&(n={}),this._moving=!0,r||n.moving||this.fire(new t.Event(\"movestart\",e)),this._zooming&&!n.zooming&&this.fire(new t.Event(\"zoomstart\",e)),this._rotating&&!n.rotating&&this.fire(new t.Event(\"rotatestart\",e)),this._pitching&&!n.pitching&&this.fire(new t.Event(\"pitchstart\",e))},r.prototype._fireMoveEvents=function(e){this.fire(new t.Event(\"move\",e)),this._zooming&&this.fire(new t.Event(\"zoom\",e)),this._rotating&&this.fire(new t.Event(\"rotate\",e)),this._pitching&&this.fire(new t.Event(\"pitch\",e))},r.prototype._afterEase=function(e,r){if(!this._easeId||!r||this._easeId!==r){delete this._easeId;var n=this._zooming,i=this._rotating,a=this._pitching;this._moving=!1,this._zooming=!1,this._rotating=!1,this._pitching=!1,this._padding=!1,n&&this.fire(new t.Event(\"zoomend\",e)),i&&this.fire(new t.Event(\"rotateend\",e)),a&&this.fire(new t.Event(\"pitchend\",e)),this.fire(new t.Event(\"moveend\",e))}},r.prototype.flyTo=function(e,r){var n=this;if(!e.essential&&t.browser.prefersReducedMotion){var i=t.pick(e,[\"center\",\"zoom\",\"bearing\",\"pitch\",\"around\"]);return this.jumpTo(i,r)}this.stop(),e=t.extend({offset:[0,0],speed:1.2,curve:1.42,easing:t.ease},e);var a=this.transform,o=this.getZoom(),s=this.getBearing(),l=this.getPitch(),u=this.getPadding(),c=\"zoom\"in e?t.clamp(+e.zoom,a.minZoom,a.maxZoom):o,f=\"bearing\"in e?this._normalizeBearing(e.bearing,s):s,h=\"pitch\"in e?+e.pitch:l,p=\"padding\"in e?e.padding:a.padding,d=a.zoomScale(c-o),v=t.Point.convert(e.offset),g=a.centerPoint.add(v),y=a.pointLocation(g),m=t.LngLat.convert(e.center||y);this._normalizeCenter(m);var x=a.project(y),b=a.project(m).sub(x),_=e.curve,w=Math.max(a.width,a.height),T=w/d,k=b.mag();if(\"minZoom\"in e){var A=t.clamp(Math.min(e.minZoom,o,c),a.minZoom,a.maxZoom),M=w/a.zoomScale(A-o);_=Math.sqrt(M/k*2)}var S=_*_;function E(t){var e=(T*T-w*w+(t?-1:1)*S*S*k*k)/(2*(t?T:w)*S*k);return Math.log(Math.sqrt(e*e+1)-e)}function L(t){return(Math.exp(t)-Math.exp(-t))/2}function C(t){return(Math.exp(t)+Math.exp(-t))/2}var P=E(0),O=function(t){return C(P)/C(P+_*t)},I=function(t){return w*((C(P)*(L(e=P+_*t)/C(e))-L(P))/S)/k;var e},z=(E(1)-P)/_;if(Math.abs(k)<1e-6||!isFinite(z)){if(Math.abs(w-T)<1e-6)return this.easeTo(e,r);var D=T<w?-1:1;z=Math.abs(Math.log(T/w))/_,I=function(){return 0},O=function(t){return Math.exp(D*_*t)}}if(\"duration\"in e)e.duration=+e.duration;else{var R=\"screenSpeed\"in e?+e.screenSpeed/_:+e.speed;e.duration=1e3*z/R}return e.maxDuration&&e.duration>e.maxDuration&&(e.duration=0),this._zooming=!0,this._rotating=s!==f,this._pitching=h!==l,this._padding=!a.isPaddingEqual(p),this._prepareEase(r,!1),this._ease((function(e){var i=e*z,d=1/O(i);a.zoom=1===e?c:o+a.scaleZoom(d),n._rotating&&(a.bearing=t.number(s,f,e)),n._pitching&&(a.pitch=t.number(l,h,e)),n._padding&&(a.interpolatePadding(u,p,e),g=a.centerPoint.add(v));var y=1===e?m:a.unproject(x.add(b.mult(I(i))).mult(d));a.setLocationAtPoint(a.renderWorldCopies?y.wrap():y,g),n._fireMoveEvents(r)}),(function(){return n._afterEase(r)}),e),this},r.prototype.isEasing=function(){return!!this._easeFrameId},r.prototype.stop=function(){return this._stop()},r.prototype._stop=function(t,e){if(this._easeFrameId&&(this._cancelRenderFrame(this._easeFrameId),delete this._easeFrameId,delete this._onEaseFrame),this._onEaseEnd){var r=this._onEaseEnd;delete this._onEaseEnd,r.call(this,e)}if(!t){var n=this.handlers;n&&n.stop(!1)}return this},r.prototype._ease=function(e,r,n){!1===n.animate||0===n.duration?(e(1),r()):(this._easeStart=t.browser.now(),this._easeOptions=n,this._onEaseFrame=e,this._onEaseEnd=r,this._easeFrameId=this._requestRenderFrame(this._renderFrameCallback))},r.prototype._renderFrameCallback=function(){var e=Math.min((t.browser.now()-this._easeStart)/this._easeOptions.duration,1);this._onEaseFrame(this._easeOptions.easing(e)),e<1?this._easeFrameId=this._requestRenderFrame(this._renderFrameCallback):this.stop()},r.prototype._normalizeBearing=function(e,r){e=t.wrap(e,-180,180);var n=Math.abs(e-r);return Math.abs(e-360-r)<n&&(e-=360),Math.abs(e+360-r)<n&&(e+=360),e},r.prototype._normalizeCenter=function(t){var e=this.transform;if(e.renderWorldCopies&&!e.lngRange){var r=t.lng-e.center.lng;t.lng+=r>180?-360:r<-180?360:0}},r}(t.Evented),Ei=function(e){void 0===e&&(e={}),this.options=e,t.bindAll([\"_toggleAttribution\",\"_updateEditLink\",\"_updateData\",\"_updateCompact\"],this)};Ei.prototype.getDefaultPosition=function(){return\"bottom-right\"},Ei.prototype.onAdd=function(t){var e=this.options&&this.options.compact;return this._map=t,this._container=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-attrib\"),this._compactButton=r.create(\"button\",\"mapboxgl-ctrl-attrib-button\",this._container),this._compactButton.addEventListener(\"click\",this._toggleAttribution),this._setElementTitle(this._compactButton,\"ToggleAttribution\"),this._innerContainer=r.create(\"div\",\"mapboxgl-ctrl-attrib-inner\",this._container),this._innerContainer.setAttribute(\"role\",\"list\"),e&&this._container.classList.add(\"mapboxgl-compact\"),this._updateAttributions(),this._updateEditLink(),this._map.on(\"styledata\",this._updateData),this._map.on(\"sourcedata\",this._updateData),this._map.on(\"moveend\",this._updateEditLink),void 0===e&&(this._map.on(\"resize\",this._updateCompact),this._updateCompact()),this._container},Ei.prototype.onRemove=function(){r.remove(this._container),this._map.off(\"styledata\",this._updateData),this._map.off(\"sourcedata\",this._updateData),this._map.off(\"moveend\",this._updateEditLink),this._map.off(\"resize\",this._updateCompact),this._map=void 0,this._attribHTML=void 0},Ei.prototype._setElementTitle=function(t,e){var r=this._map._getUIString(\"AttributionControl.\"+e);t.title=r,t.setAttribute(\"aria-label\",r)},Ei.prototype._toggleAttribution=function(){this._container.classList.contains(\"mapboxgl-compact-show\")?(this._container.classList.remove(\"mapboxgl-compact-show\"),this._compactButton.setAttribute(\"aria-pressed\",\"false\")):(this._container.classList.add(\"mapboxgl-compact-show\"),this._compactButton.setAttribute(\"aria-pressed\",\"true\"))},Ei.prototype._updateEditLink=function(){var e=this._editLink;e||(e=this._editLink=this._container.querySelector(\".mapbox-improve-map\"));var r=[{key:\"owner\",value:this.styleOwner},{key:\"id\",value:this.styleId},{key:\"access_token\",value:this._map._requestManager._customAccessToken||t.config.ACCESS_TOKEN}];if(e){var n=r.reduce((function(t,e,n){return e.value&&(t+=e.key+\"=\"+e.value+(n<r.length-1?\"&\":\"\")),t}),\"?\");e.href=t.config.FEEDBACK_URL+\"/\"+n+(this._map._hash?this._map._hash.getHashString(!0):\"\"),e.rel=\"noopener nofollow\",this._setElementTitle(e,\"MapFeedback\")}},Ei.prototype._updateData=function(t){!t||\"metadata\"!==t.sourceDataType&&\"visibility\"!==t.sourceDataType&&\"style\"!==t.dataType||(this._updateAttributions(),this._updateEditLink())},Ei.prototype._updateAttributions=function(){if(this._map.style){var t=[];if(this.options.customAttribution&&(Array.isArray(this.options.customAttribution)?t=t.concat(this.options.customAttribution.map((function(t){return\"string\"!=typeof t?\"\":t}))):\"string\"==typeof this.options.customAttribution&&t.push(this.options.customAttribution)),this._map.style.stylesheet){var e=this._map.style.stylesheet;this.styleOwner=e.owner,this.styleId=e.id}var r=this._map.style.sourceCaches;for(var n in r){var i=r[n];if(i.used){var a=i.getSource();a.attribution&&t.indexOf(a.attribution)<0&&t.push(a.attribution)}}t.sort((function(t,e){return t.length-e.length}));var o=(t=t.filter((function(e,r){for(var n=r+1;n<t.length;n++)if(t[n].indexOf(e)>=0)return!1;return!0}))).join(\" | \");o!==this._attribHTML&&(this._attribHTML=o,t.length?(this._innerContainer.innerHTML=o,this._container.classList.remove(\"mapboxgl-attrib-empty\")):this._container.classList.add(\"mapboxgl-attrib-empty\"),this._editLink=null)}},Ei.prototype._updateCompact=function(){this._map.getCanvasContainer().offsetWidth<=640?this._container.classList.add(\"mapboxgl-compact\"):this._container.classList.remove(\"mapboxgl-compact\",\"mapboxgl-compact-show\")};var Li=function(){t.bindAll([\"_updateLogo\"],this),t.bindAll([\"_updateCompact\"],this)};Li.prototype.onAdd=function(t){this._map=t,this._container=r.create(\"div\",\"mapboxgl-ctrl\");var e=r.create(\"a\",\"mapboxgl-ctrl-logo\");return e.target=\"_blank\",e.rel=\"noopener nofollow\",e.href=\"https://www.mapbox.com/\",e.setAttribute(\"aria-label\",this._map._getUIString(\"LogoControl.Title\")),e.setAttribute(\"rel\",\"noopener nofollow\"),this._container.appendChild(e),this._container.style.display=\"none\",this._map.on(\"sourcedata\",this._updateLogo),this._updateLogo(),this._map.on(\"resize\",this._updateCompact),this._updateCompact(),this._container},Li.prototype.onRemove=function(){r.remove(this._container),this._map.off(\"sourcedata\",this._updateLogo),this._map.off(\"resize\",this._updateCompact)},Li.prototype.getDefaultPosition=function(){return\"bottom-left\"},Li.prototype._updateLogo=function(t){t&&\"metadata\"!==t.sourceDataType||(this._container.style.display=this._logoRequired()?\"block\":\"none\")},Li.prototype._logoRequired=function(){if(this._map.style){var t=this._map.style.sourceCaches;for(var e in t)if(t[e].getSource().mapbox_logo)return!0;return!1}},Li.prototype._updateCompact=function(){var t=this._container.children;if(t.length){var e=t[0];this._map.getCanvasContainer().offsetWidth<250?e.classList.add(\"mapboxgl-compact\"):e.classList.remove(\"mapboxgl-compact\")}};var Ci=function(){this._queue=[],this._id=0,this._cleared=!1,this._currentlyRunning=!1};Ci.prototype.add=function(t){var e=++this._id;return this._queue.push({callback:t,id:e,cancelled:!1}),e},Ci.prototype.remove=function(t){for(var e=this._currentlyRunning,r=0,n=e?this._queue.concat(e):this._queue;r<n.length;r+=1){var i=n[r];if(i.id===t)return void(i.cancelled=!0)}},Ci.prototype.run=function(t){void 0===t&&(t=0);var e=this._currentlyRunning=this._queue;this._queue=[];for(var r=0,n=e;r<n.length;r+=1){var i=n[r];if(!i.cancelled&&(i.callback(t),this._cleared))break}this._cleared=!1,this._currentlyRunning=!1},Ci.prototype.clear=function(){this._currentlyRunning&&(this._cleared=!0),this._queue=[]};var Pi={\"AttributionControl.ToggleAttribution\":\"Toggle attribution\",\"AttributionControl.MapFeedback\":\"Map feedback\",\"FullscreenControl.Enter\":\"Enter fullscreen\",\"FullscreenControl.Exit\":\"Exit fullscreen\",\"GeolocateControl.FindMyLocation\":\"Find my location\",\"GeolocateControl.LocationNotAvailable\":\"Location not available\",\"LogoControl.Title\":\"Mapbox logo\",\"NavigationControl.ResetBearing\":\"Reset bearing to north\",\"NavigationControl.ZoomIn\":\"Zoom in\",\"NavigationControl.ZoomOut\":\"Zoom out\",\"ScaleControl.Feet\":\"ft\",\"ScaleControl.Meters\":\"m\",\"ScaleControl.Kilometers\":\"km\",\"ScaleControl.Miles\":\"mi\",\"ScaleControl.NauticalMiles\":\"nm\"},Oi=t.window.HTMLImageElement,Ii=t.window.HTMLElement,zi=t.window.ImageBitmap,Di=60,Ri={center:[0,0],zoom:0,bearing:0,pitch:0,minZoom:-2,maxZoom:22,minPitch:0,maxPitch:Di,interactive:!0,scrollZoom:!0,boxZoom:!0,dragRotate:!0,dragPan:!0,keyboard:!0,doubleClickZoom:!0,touchZoomRotate:!0,touchPitch:!0,bearingSnap:7,clickTolerance:3,pitchWithRotate:!0,hash:!1,attributionControl:!0,failIfMajorPerformanceCaveat:!1,preserveDrawingBuffer:!1,trackResize:!0,renderWorldCopies:!0,refreshExpiredTiles:!0,maxTileCacheSize:null,localIdeographFontFamily:\"sans-serif\",transformRequest:null,accessToken:null,fadeDuration:300,crossSourceCollisions:!0},Fi=function(n){function i(e){var r=this;if(null!=(e=t.extend({},Ri,e)).minZoom&&null!=e.maxZoom&&e.minZoom>e.maxZoom)throw new Error(\"maxZoom must be greater than or equal to minZoom\");if(null!=e.minPitch&&null!=e.maxPitch&&e.minPitch>e.maxPitch)throw new Error(\"maxPitch must be greater than or equal to minPitch\");if(null!=e.minPitch&&e.minPitch<0)throw new Error(\"minPitch must be greater than or equal to 0\");if(null!=e.maxPitch&&e.maxPitch>Di)throw new Error(\"maxPitch must be less than or equal to 60\");var i=new Pn(e.minZoom,e.maxZoom,e.minPitch,e.maxPitch,e.renderWorldCopies);if(n.call(this,i,e),this._interactive=e.interactive,this._maxTileCacheSize=e.maxTileCacheSize,this._failIfMajorPerformanceCaveat=e.failIfMajorPerformanceCaveat,this._preserveDrawingBuffer=e.preserveDrawingBuffer,this._antialias=e.antialias,this._trackResize=e.trackResize,this._bearingSnap=e.bearingSnap,this._refreshExpiredTiles=e.refreshExpiredTiles,this._fadeDuration=e.fadeDuration,this._crossSourceCollisions=e.crossSourceCollisions,this._crossFadingFactor=1,this._collectResourceTiming=e.collectResourceTiming,this._renderTaskQueue=new Ci,this._controls=[],this._mapId=t.uniqueId(),this._locale=t.extend({},Pi,e.locale),this._clickTolerance=e.clickTolerance,this._requestManager=new t.RequestManager(e.transformRequest,e.accessToken),\"string\"==typeof e.container){if(this._container=t.window.document.getElementById(e.container),!this._container)throw new Error(\"Container '\"+e.container+\"' not found.\")}else{if(!(e.container instanceof Ii))throw new Error(\"Invalid type: 'container' must be a String or HTMLElement.\");this._container=e.container}if(e.maxBounds&&this.setMaxBounds(e.maxBounds),t.bindAll([\"_onWindowOnline\",\"_onWindowResize\",\"_onMapScroll\",\"_contextLost\",\"_contextRestored\"],this),this._setupContainer(),this._setupPainter(),void 0===this.painter)throw new Error(\"Failed to initialize WebGL.\");this.on(\"move\",(function(){return r._update(!1)})),this.on(\"moveend\",(function(){return r._update(!1)})),this.on(\"zoom\",(function(){return r._update(!0)})),void 0!==t.window&&(t.window.addEventListener(\"online\",this._onWindowOnline,!1),t.window.addEventListener(\"resize\",this._onWindowResize,!1),t.window.addEventListener(\"orientationchange\",this._onWindowResize,!1)),this.handlers=new Mi(this,e);var a=\"string\"==typeof e.hash&&e.hash||void 0;this._hash=e.hash&&new In(a).addTo(this),this._hash&&this._hash._onHashChange()||(this.jumpTo({center:e.center,zoom:e.zoom,bearing:e.bearing,pitch:e.pitch}),e.bounds&&(this.resize(),this.fitBounds(e.bounds,t.extend({},e.fitBoundsOptions,{duration:0})))),this.resize(),this._localIdeographFontFamily=e.localIdeographFontFamily,e.style&&this.setStyle(e.style,{localIdeographFontFamily:e.localIdeographFontFamily}),e.attributionControl&&this.addControl(new Ei({customAttribution:e.customAttribution})),this.addControl(new Li,e.logoPosition),this.on(\"style.load\",(function(){r.transform.unmodified&&r.jumpTo(r.style.stylesheet)})),this.on(\"data\",(function(e){r._update(\"style\"===e.dataType),r.fire(new t.Event(e.dataType+\"data\",e))})),this.on(\"dataloading\",(function(e){r.fire(new t.Event(e.dataType+\"dataloading\",e))}))}n&&(i.__proto__=n),i.prototype=Object.create(n&&n.prototype),i.prototype.constructor=i;var a={showTileBoundaries:{configurable:!0},showPadding:{configurable:!0},showCollisionBoxes:{configurable:!0},showOverdrawInspector:{configurable:!0},repaint:{configurable:!0},vertices:{configurable:!0},version:{configurable:!0}};return i.prototype._getMapId=function(){return this._mapId},i.prototype.addControl=function(e,r){if(void 0===r&&(r=e.getDefaultPosition?e.getDefaultPosition():\"top-right\"),!e||!e.onAdd)return this.fire(new t.ErrorEvent(new Error(\"Invalid argument to map.addControl(). Argument must be a control with onAdd and onRemove methods.\")));var n=e.onAdd(this);this._controls.push(e);var i=this._controlPositions[r];return-1!==r.indexOf(\"bottom\")?i.insertBefore(n,i.firstChild):i.appendChild(n),this},i.prototype.removeControl=function(e){if(!e||!e.onRemove)return this.fire(new t.ErrorEvent(new Error(\"Invalid argument to map.removeControl(). Argument must be a control with onAdd and onRemove methods.\")));var r=this._controls.indexOf(e);return r>-1&&this._controls.splice(r,1),e.onRemove(this),this},i.prototype.hasControl=function(t){return this._controls.indexOf(t)>-1},i.prototype.resize=function(e){var r=this._containerDimensions(),n=r[0],i=r[1];this._resizeCanvas(n,i),this.transform.resize(n,i),this.painter.resize(n,i);var a=!this._moving;return a&&(this.stop(),this.fire(new t.Event(\"movestart\",e)).fire(new t.Event(\"move\",e))),this.fire(new t.Event(\"resize\",e)),a&&this.fire(new t.Event(\"moveend\",e)),this},i.prototype.getBounds=function(){return this.transform.getBounds()},i.prototype.getMaxBounds=function(){return this.transform.getMaxBounds()},i.prototype.setMaxBounds=function(e){return this.transform.setMaxBounds(t.LngLatBounds.convert(e)),this._update()},i.prototype.setMinZoom=function(t){if((t=null==t?-2:t)>=-2&&t<=this.transform.maxZoom)return this.transform.minZoom=t,this._update(),this.getZoom()<t&&this.setZoom(t),this;throw new Error(\"minZoom must be between -2 and the current maxZoom, inclusive\")},i.prototype.getMinZoom=function(){return this.transform.minZoom},i.prototype.setMaxZoom=function(t){if((t=null==t?22:t)>=this.transform.minZoom)return this.transform.maxZoom=t,this._update(),this.getZoom()>t&&this.setZoom(t),this;throw new Error(\"maxZoom must be greater than the current minZoom\")},i.prototype.getMaxZoom=function(){return this.transform.maxZoom},i.prototype.setMinPitch=function(t){if((t=null==t?0:t)<0)throw new Error(\"minPitch must be greater than or equal to 0\");if(t>=0&&t<=this.transform.maxPitch)return this.transform.minPitch=t,this._update(),this.getPitch()<t&&this.setPitch(t),this;throw new Error(\"minPitch must be between 0 and the current maxPitch, inclusive\")},i.prototype.getMinPitch=function(){return this.transform.minPitch},i.prototype.setMaxPitch=function(t){if((t=null==t?Di:t)>Di)throw new Error(\"maxPitch must be less than or equal to 60\");if(t>=this.transform.minPitch)return this.transform.maxPitch=t,this._update(),this.getPitch()>t&&this.setPitch(t),this;throw new Error(\"maxPitch must be greater than the current minPitch\")},i.prototype.getMaxPitch=function(){return this.transform.maxPitch},i.prototype.getRenderWorldCopies=function(){return this.transform.renderWorldCopies},i.prototype.setRenderWorldCopies=function(t){return this.transform.renderWorldCopies=t,this._update()},i.prototype.project=function(e){return this.transform.locationPoint(t.LngLat.convert(e))},i.prototype.unproject=function(e){return this.transform.pointLocation(t.Point.convert(e))},i.prototype.isMoving=function(){return this._moving||this.handlers.isMoving()},i.prototype.isZooming=function(){return this._zooming||this.handlers.isZooming()},i.prototype.isRotating=function(){return this._rotating||this.handlers.isRotating()},i.prototype._createDelegatedListener=function(t,e,r){var n,i=this;if(\"mouseenter\"===t||\"mouseover\"===t){var a=!1;return{layer:e,listener:r,delegates:{mousemove:function(n){var o=i.getLayer(e)?i.queryRenderedFeatures(n.point,{layers:[e]}):[];o.length?a||(a=!0,r.call(i,new Vn(t,i,n.originalEvent,{features:o}))):a=!1},mouseout:function(){a=!1}}}}if(\"mouseleave\"===t||\"mouseout\"===t){var o=!1;return{layer:e,listener:r,delegates:{mousemove:function(n){(i.getLayer(e)?i.queryRenderedFeatures(n.point,{layers:[e]}):[]).length?o=!0:o&&(o=!1,r.call(i,new Vn(t,i,n.originalEvent)))},mouseout:function(e){o&&(o=!1,r.call(i,new Vn(t,i,e.originalEvent)))}}}}return{layer:e,listener:r,delegates:(n={},n[t]=function(t){var n=i.getLayer(e)?i.queryRenderedFeatures(t.point,{layers:[e]}):[];n.length&&(t.features=n,r.call(i,t),delete t.features)},n)}},i.prototype.on=function(t,e,r){if(void 0===r)return n.prototype.on.call(this,t,e);var i=this._createDelegatedListener(t,e,r);for(var a in this._delegatedListeners=this._delegatedListeners||{},this._delegatedListeners[t]=this._delegatedListeners[t]||[],this._delegatedListeners[t].push(i),i.delegates)this.on(a,i.delegates[a]);return this},i.prototype.once=function(t,e,r){if(void 0===r)return n.prototype.once.call(this,t,e);var i=this._createDelegatedListener(t,e,r);for(var a in i.delegates)this.once(a,i.delegates[a]);return this},i.prototype.off=function(t,e,r){var i=this;if(void 0===r)return n.prototype.off.call(this,t,e);return this._delegatedListeners&&this._delegatedListeners[t]&&function(n){for(var a=n[t],o=0;o<a.length;o++){var s=a[o];if(s.layer===e&&s.listener===r){for(var l in s.delegates)i.off(l,s.delegates[l]);return a.splice(o,1),i}}}(this._delegatedListeners),this},i.prototype.queryRenderedFeatures=function(e,r){if(!this.style)return[];var n;if(void 0!==r||void 0===e||e instanceof t.Point||Array.isArray(e)||(r=e,e=void 0),r=r||{},(e=e||[[0,0],[this.transform.width,this.transform.height]])instanceof t.Point||\"number\"==typeof e[0])n=[t.Point.convert(e)];else{var i=t.Point.convert(e[0]),a=t.Point.convert(e[1]);n=[i,new t.Point(a.x,i.y),a,new t.Point(i.x,a.y),i]}return this.style.queryRenderedFeatures(n,r,this.transform)},i.prototype.querySourceFeatures=function(t,e){return this.style.querySourceFeatures(t,e)},i.prototype.setStyle=function(e,r){return!1!==(r=t.extend({},{localIdeographFontFamily:this._localIdeographFontFamily},r)).diff&&r.localIdeographFontFamily===this._localIdeographFontFamily&&this.style&&e?(this._diffStyle(e,r),this):(this._localIdeographFontFamily=r.localIdeographFontFamily,this._updateStyle(e,r))},i.prototype._getUIString=function(t){var e=this._locale[t];if(null==e)throw new Error(\"Missing UI string '\"+t+\"'\");return e},i.prototype._updateStyle=function(t,e){return this.style&&(this.style.setEventedParent(null),this.style._remove()),t?(this.style=new Ye(this,e||{}),this.style.setEventedParent(this,{style:this.style}),\"string\"==typeof t?this.style.loadURL(t):this.style.loadJSON(t),this):(delete this.style,this)},i.prototype._lazyInitEmptyStyle=function(){this.style||(this.style=new Ye(this,{}),this.style.setEventedParent(this,{style:this.style}),this.style.loadEmpty())},i.prototype._diffStyle=function(e,r){var n=this;if(\"string\"==typeof e){var i=this._requestManager.normalizeStyleURL(e),a=this._requestManager.transformRequest(i,t.ResourceType.Style);t.getJSON(a,(function(e,i){e?n.fire(new t.ErrorEvent(e)):i&&n._updateDiff(i,r)}))}else\"object\"==typeof e&&this._updateDiff(e,r)},i.prototype._updateDiff=function(e,r){try{this.style.setState(e)&&this._update(!0)}catch(n){t.warnOnce(\"Unable to perform style diff: \"+(n.message||n.error||n)+\".  Rebuilding the style from scratch.\"),this._updateStyle(e,r)}},i.prototype.getStyle=function(){if(this.style)return this.style.serialize()},i.prototype.isStyleLoaded=function(){return this.style?this.style.loaded():t.warnOnce(\"There is no style added to the map.\")},i.prototype.addSource=function(t,e){return this._lazyInitEmptyStyle(),this.style.addSource(t,e),this._update(!0)},i.prototype.isSourceLoaded=function(e){var r=this.style&&this.style.sourceCaches[e];if(void 0!==r)return r.loaded();this.fire(new t.ErrorEvent(new Error(\"There is no source with ID '\"+e+\"'\")))},i.prototype.areTilesLoaded=function(){var t=this.style&&this.style.sourceCaches;for(var e in t){var r=t[e]._tiles;for(var n in r){var i=r[n];if(\"loaded\"!==i.state&&\"errored\"!==i.state)return!1}}return!0},i.prototype.addSourceType=function(t,e,r){return this._lazyInitEmptyStyle(),this.style.addSourceType(t,e,r)},i.prototype.removeSource=function(t){return this.style.removeSource(t),this._update(!0)},i.prototype.getSource=function(t){return this.style.getSource(t)},i.prototype.addImage=function(e,r,n){void 0===n&&(n={});var i=n.pixelRatio;void 0===i&&(i=1);var a=n.sdf;void 0===a&&(a=!1);var o=n.stretchX,s=n.stretchY,l=n.content;this._lazyInitEmptyStyle();if(r instanceof Oi||zi&&r instanceof zi){var u=t.browser.getImageData(r),c=u.width,f=u.height,h=u.data;this.style.addImage(e,{data:new t.RGBAImage({width:c,height:f},h),pixelRatio:i,stretchX:o,stretchY:s,content:l,sdf:a,version:0})}else{if(void 0===r.width||void 0===r.height)return this.fire(new t.ErrorEvent(new Error(\"Invalid arguments to map.addImage(). The second argument must be an `HTMLImageElement`, `ImageData`, `ImageBitmap`, or object with `width`, `height`, and `data` properties with the same format as `ImageData`\")));var p=r.width,d=r.height,v=r.data,g=r;this.style.addImage(e,{data:new t.RGBAImage({width:p,height:d},new Uint8Array(v)),pixelRatio:i,stretchX:o,stretchY:s,content:l,sdf:a,version:0,userImage:g}),g.onAdd&&g.onAdd(this,e)}},i.prototype.updateImage=function(e,r){var n=this.style.getImage(e);if(!n)return this.fire(new t.ErrorEvent(new Error(\"The map has no image with that id. If you are adding a new image use `map.addImage(...)` instead.\")));var i=r instanceof Oi||zi&&r instanceof zi?t.browser.getImageData(r):r,a=i.width,o=i.height,s=i.data;if(void 0===a||void 0===o)return this.fire(new t.ErrorEvent(new Error(\"Invalid arguments to map.updateImage(). The second argument must be an `HTMLImageElement`, `ImageData`, `ImageBitmap`, or object with `width`, `height`, and `data` properties with the same format as `ImageData`\")));if(a!==n.data.width||o!==n.data.height)return this.fire(new t.ErrorEvent(new Error(\"The width and height of the updated image must be that same as the previous version of the image\")));var l=!(r instanceof Oi||zi&&r instanceof zi);n.data.replace(s,l),this.style.updateImage(e,n)},i.prototype.hasImage=function(e){return e?!!this.style.getImage(e):(this.fire(new t.ErrorEvent(new Error(\"Missing required image id\"))),!1)},i.prototype.removeImage=function(t){this.style.removeImage(t)},i.prototype.loadImage=function(e,r){t.getImage(this._requestManager.transformRequest(e,t.ResourceType.Image),r)},i.prototype.listImages=function(){return this.style.listImages()},i.prototype.addLayer=function(t,e){return this._lazyInitEmptyStyle(),this.style.addLayer(t,e),this._update(!0)},i.prototype.moveLayer=function(t,e){return this.style.moveLayer(t,e),this._update(!0)},i.prototype.removeLayer=function(t){return this.style.removeLayer(t),this._update(!0)},i.prototype.getLayer=function(t){return this.style.getLayer(t)},i.prototype.setLayerZoomRange=function(t,e,r){return this.style.setLayerZoomRange(t,e,r),this._update(!0)},i.prototype.setFilter=function(t,e,r){return void 0===r&&(r={}),this.style.setFilter(t,e,r),this._update(!0)},i.prototype.getFilter=function(t){return this.style.getFilter(t)},i.prototype.setPaintProperty=function(t,e,r,n){return void 0===n&&(n={}),this.style.setPaintProperty(t,e,r,n),this._update(!0)},i.prototype.getPaintProperty=function(t,e){return this.style.getPaintProperty(t,e)},i.prototype.setLayoutProperty=function(t,e,r,n){return void 0===n&&(n={}),this.style.setLayoutProperty(t,e,r,n),this._update(!0)},i.prototype.getLayoutProperty=function(t,e){return this.style.getLayoutProperty(t,e)},i.prototype.setLight=function(t,e){return void 0===e&&(e={}),this._lazyInitEmptyStyle(),this.style.setLight(t,e),this._update(!0)},i.prototype.getLight=function(){return this.style.getLight()},i.prototype.setFeatureState=function(t,e){return this.style.setFeatureState(t,e),this._update()},i.prototype.removeFeatureState=function(t,e){return this.style.removeFeatureState(t,e),this._update()},i.prototype.getFeatureState=function(t){return this.style.getFeatureState(t)},i.prototype.getContainer=function(){return this._container},i.prototype.getCanvasContainer=function(){return this._canvasContainer},i.prototype.getCanvas=function(){return this._canvas},i.prototype._containerDimensions=function(){var t=0,e=0;return this._container&&(t=this._container.clientWidth||400,e=this._container.clientHeight||300),[t,e]},i.prototype._detectMissingCSS=function(){\"rgb(250, 128, 114)\"!==t.window.getComputedStyle(this._missingCSSCanary).getPropertyValue(\"background-color\")&&t.warnOnce(\"This page appears to be missing CSS declarations for Mapbox GL JS, which may cause the map to display incorrectly. Please ensure your page includes mapbox-gl.css, as described in https://www.mapbox.com/mapbox-gl-js/api/.\")},i.prototype._setupContainer=function(){var t=this._container;t.classList.add(\"mapboxgl-map\"),(this._missingCSSCanary=r.create(\"div\",\"mapboxgl-canary\",t)).style.visibility=\"hidden\",this._detectMissingCSS();var e=this._canvasContainer=r.create(\"div\",\"mapboxgl-canvas-container\",t);this._interactive&&e.classList.add(\"mapboxgl-interactive\"),this._canvas=r.create(\"canvas\",\"mapboxgl-canvas\",e),this._canvas.addEventListener(\"webglcontextlost\",this._contextLost,!1),this._canvas.addEventListener(\"webglcontextrestored\",this._contextRestored,!1),this._canvas.setAttribute(\"tabindex\",\"0\"),this._canvas.setAttribute(\"aria-label\",\"Map\"),this._canvas.setAttribute(\"role\",\"region\");var n=this._containerDimensions();this._resizeCanvas(n[0],n[1]);var i=this._controlContainer=r.create(\"div\",\"mapboxgl-control-container\",t),a=this._controlPositions={};[\"top-left\",\"top-right\",\"bottom-left\",\"bottom-right\"].forEach((function(t){a[t]=r.create(\"div\",\"mapboxgl-ctrl-\"+t,i)})),this._container.addEventListener(\"scroll\",this._onMapScroll,!1)},i.prototype._resizeCanvas=function(e,r){var n=t.browser.devicePixelRatio||1;this._canvas.width=n*e,this._canvas.height=n*r,this._canvas.style.width=e+\"px\",this._canvas.style.height=r+\"px\"},i.prototype._setupPainter=function(){var r=t.extend({},e.webGLContextAttributes,{failIfMajorPerformanceCaveat:this._failIfMajorPerformanceCaveat,preserveDrawingBuffer:this._preserveDrawingBuffer,antialias:this._antialias||!1}),n=this._canvas.getContext(\"webgl\",r)||this._canvas.getContext(\"experimental-webgl\",r);n?(this.painter=new Sn(n,this.transform),t.webpSupported.testSupport(n)):this.fire(new t.ErrorEvent(new Error(\"Failed to initialize WebGL\")))},i.prototype._contextLost=function(e){e.preventDefault(),this._frame&&(this._frame.cancel(),this._frame=null),this.fire(new t.Event(\"webglcontextlost\",{originalEvent:e}))},i.prototype._contextRestored=function(e){this._setupPainter(),this.resize(),this._update(),this.fire(new t.Event(\"webglcontextrestored\",{originalEvent:e}))},i.prototype._onMapScroll=function(t){if(t.target===this._container)return this._container.scrollTop=0,this._container.scrollLeft=0,!1},i.prototype.loaded=function(){return!this._styleDirty&&!this._sourcesDirty&&!!this.style&&this.style.loaded()},i.prototype._update=function(t){return this.style?(this._styleDirty=this._styleDirty||t,this._sourcesDirty=!0,this.triggerRepaint(),this):this},i.prototype._requestRenderFrame=function(t){return this._update(),this._renderTaskQueue.add(t)},i.prototype._cancelRenderFrame=function(t){this._renderTaskQueue.remove(t)},i.prototype._render=function(e){var r,n=this,i=0,a=this.painter.context.extTimerQuery;if(this.listens(\"gpu-timing-frame\")&&(r=a.createQueryEXT(),a.beginQueryEXT(a.TIME_ELAPSED_EXT,r),i=t.browser.now()),this.painter.context.setDirty(),this.painter.setBaseState(),this._renderTaskQueue.run(e),!this._removed){var o=!1;if(this.style&&this._styleDirty){this._styleDirty=!1;var s=this.transform.zoom,l=t.browser.now();this.style.zoomHistory.update(s,l);var u=new t.EvaluationParameters(s,{now:l,fadeDuration:this._fadeDuration,zoomHistory:this.style.zoomHistory,transition:this.style.getTransition()}),c=u.crossFadingFactor();1===c&&c===this._crossFadingFactor||(o=!0,this._crossFadingFactor=c),this.style.update(u)}if(this.style&&this._sourcesDirty&&(this._sourcesDirty=!1,this.style._updateSources(this.transform)),this._placementDirty=this.style&&this.style._updatePlacement(this.painter.transform,this.showCollisionBoxes,this._fadeDuration,this._crossSourceCollisions),this.painter.render(this.style,{showTileBoundaries:this.showTileBoundaries,showOverdrawInspector:this._showOverdrawInspector,rotating:this.isRotating(),zooming:this.isZooming(),moving:this.isMoving(),fadeDuration:this._fadeDuration,showPadding:this.showPadding,gpuTiming:!!this.listens(\"gpu-timing-layer\")}),this.fire(new t.Event(\"render\")),this.loaded()&&!this._loaded&&(this._loaded=!0,this.fire(new t.Event(\"load\"))),this.style&&(this.style.hasTransitions()||o)&&(this._styleDirty=!0),this.style&&!this._placementDirty&&this.style._releaseSymbolFadeTiles(),this.listens(\"gpu-timing-frame\")){var f=t.browser.now()-i;a.endQueryEXT(a.TIME_ELAPSED_EXT,r),setTimeout((function(){var e=a.getQueryObjectEXT(r,a.QUERY_RESULT_EXT)/1e6;a.deleteQueryEXT(r),n.fire(new t.Event(\"gpu-timing-frame\",{cpuTime:f,gpuTime:e}))}),50)}if(this.listens(\"gpu-timing-layer\")){var h=this.painter.collectGpuTimers();setTimeout((function(){var e=n.painter.queryGpuTimers(h);n.fire(new t.Event(\"gpu-timing-layer\",{layerTimes:e}))}),50)}var p=this._sourcesDirty||this._styleDirty||this._placementDirty;return p||this._repaint?this.triggerRepaint():!this.isMoving()&&this.loaded()&&this.fire(new t.Event(\"idle\")),!this._loaded||this._fullyLoaded||p||(this._fullyLoaded=!0),this}},i.prototype.remove=function(){this._hash&&this._hash.remove();for(var e=0,r=this._controls;e<r.length;e+=1)r[e].onRemove(this);this._controls=[],this._frame&&(this._frame.cancel(),this._frame=null),this._renderTaskQueue.clear(),this.painter.destroy(),this.handlers.destroy(),delete this.handlers,this.setStyle(null),void 0!==t.window&&(t.window.removeEventListener(\"resize\",this._onWindowResize,!1),t.window.removeEventListener(\"orientationchange\",this._onWindowResize,!1),t.window.removeEventListener(\"online\",this._onWindowOnline,!1));var n=this.painter.context.gl.getExtension(\"WEBGL_lose_context\");n&&n.loseContext&&n.loseContext(),Bi(this._canvasContainer),Bi(this._controlContainer),Bi(this._missingCSSCanary),this._container.classList.remove(\"mapboxgl-map\"),this._removed=!0,this.fire(new t.Event(\"remove\"))},i.prototype.triggerRepaint=function(){var e=this;this.style&&!this._frame&&(this._frame=t.browser.frame((function(t){e._frame=null,e._render(t)})))},i.prototype._onWindowOnline=function(){this._update()},i.prototype._onWindowResize=function(t){this._trackResize&&this.resize({originalEvent:t})._update()},a.showTileBoundaries.get=function(){return!!this._showTileBoundaries},a.showTileBoundaries.set=function(t){this._showTileBoundaries!==t&&(this._showTileBoundaries=t,this._update())},a.showPadding.get=function(){return!!this._showPadding},a.showPadding.set=function(t){this._showPadding!==t&&(this._showPadding=t,this._update())},a.showCollisionBoxes.get=function(){return!!this._showCollisionBoxes},a.showCollisionBoxes.set=function(t){this._showCollisionBoxes!==t&&(this._showCollisionBoxes=t,t?this.style._generateCollisionBoxes():this._update())},a.showOverdrawInspector.get=function(){return!!this._showOverdrawInspector},a.showOverdrawInspector.set=function(t){this._showOverdrawInspector!==t&&(this._showOverdrawInspector=t,this._update())},a.repaint.get=function(){return!!this._repaint},a.repaint.set=function(t){this._repaint!==t&&(this._repaint=t,this.triggerRepaint())},a.vertices.get=function(){return!!this._vertices},a.vertices.set=function(t){this._vertices=t,this._update()},i.prototype._setCacheLimits=function(e,r){t.setCacheLimits(e,r)},a.version.get=function(){return t.version},Object.defineProperties(i.prototype,a),i}(Si);function Bi(t){t.parentNode&&t.parentNode.removeChild(t)}var Ni={showCompass:!0,showZoom:!0,visualizePitch:!1},ji=function(e){var n=this;this.options=t.extend({},Ni,e),this._container=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-group\"),this._container.addEventListener(\"contextmenu\",(function(t){return t.preventDefault()})),this.options.showZoom&&(t.bindAll([\"_setButtonTitle\",\"_updateZoomButtons\"],this),this._zoomInButton=this._createButton(\"mapboxgl-ctrl-zoom-in\",(function(t){return n._map.zoomIn({},{originalEvent:t})})),r.create(\"span\",\"mapboxgl-ctrl-icon\",this._zoomInButton).setAttribute(\"aria-hidden\",!0),this._zoomOutButton=this._createButton(\"mapboxgl-ctrl-zoom-out\",(function(t){return n._map.zoomOut({},{originalEvent:t})})),r.create(\"span\",\"mapboxgl-ctrl-icon\",this._zoomOutButton).setAttribute(\"aria-hidden\",!0)),this.options.showCompass&&(t.bindAll([\"_rotateCompassArrow\"],this),this._compass=this._createButton(\"mapboxgl-ctrl-compass\",(function(t){n.options.visualizePitch?n._map.resetNorthPitch({},{originalEvent:t}):n._map.resetNorth({},{originalEvent:t})})),this._compassIcon=r.create(\"span\",\"mapboxgl-ctrl-icon\",this._compass),this._compassIcon.setAttribute(\"aria-hidden\",!0))};ji.prototype._updateZoomButtons=function(){var t=this._map.getZoom(),e=t===this._map.getMaxZoom(),r=t===this._map.getMinZoom();this._zoomInButton.disabled=e,this._zoomOutButton.disabled=r,this._zoomInButton.setAttribute(\"aria-disabled\",e.toString()),this._zoomOutButton.setAttribute(\"aria-disabled\",r.toString())},ji.prototype._rotateCompassArrow=function(){var t=this.options.visualizePitch?\"scale(\"+1/Math.pow(Math.cos(this._map.transform.pitch*(Math.PI/180)),.5)+\") rotateX(\"+this._map.transform.pitch+\"deg) rotateZ(\"+this._map.transform.angle*(180/Math.PI)+\"deg)\":\"rotate(\"+this._map.transform.angle*(180/Math.PI)+\"deg)\";this._compassIcon.style.transform=t},ji.prototype.onAdd=function(t){return this._map=t,this.options.showZoom&&(this._setButtonTitle(this._zoomInButton,\"ZoomIn\"),this._setButtonTitle(this._zoomOutButton,\"ZoomOut\"),this._map.on(\"zoom\",this._updateZoomButtons),this._updateZoomButtons()),this.options.showCompass&&(this._setButtonTitle(this._compass,\"ResetBearing\"),this.options.visualizePitch&&this._map.on(\"pitch\",this._rotateCompassArrow),this._map.on(\"rotate\",this._rotateCompassArrow),this._rotateCompassArrow(),this._handler=new Ui(this._map,this._compass,this.options.visualizePitch)),this._container},ji.prototype.onRemove=function(){r.remove(this._container),this.options.showZoom&&this._map.off(\"zoom\",this._updateZoomButtons),this.options.showCompass&&(this.options.visualizePitch&&this._map.off(\"pitch\",this._rotateCompassArrow),this._map.off(\"rotate\",this._rotateCompassArrow),this._handler.off(),delete this._handler),delete this._map},ji.prototype._createButton=function(t,e){var n=r.create(\"button\",t,this._container);return n.type=\"button\",n.addEventListener(\"click\",e),n},ji.prototype._setButtonTitle=function(t,e){var r=this._map._getUIString(\"NavigationControl.\"+e);t.title=r,t.setAttribute(\"aria-label\",r)};var Ui=function(e,n,i){void 0===i&&(i=!1),this._clickTolerance=10,this.element=n,this.mouseRotate=new ei({clickTolerance:e.dragRotate._mouseRotate._clickTolerance}),this.map=e,i&&(this.mousePitch=new ri({clickTolerance:e.dragRotate._mousePitch._clickTolerance})),t.bindAll([\"mousedown\",\"mousemove\",\"mouseup\",\"touchstart\",\"touchmove\",\"touchend\",\"reset\"],this),r.addEventListener(n,\"mousedown\",this.mousedown),r.addEventListener(n,\"touchstart\",this.touchstart,{passive:!1}),r.addEventListener(n,\"touchmove\",this.touchmove),r.addEventListener(n,\"touchend\",this.touchend),r.addEventListener(n,\"touchcancel\",this.reset)};function Vi(e,r,n){if(e=new t.LngLat(e.lng,e.lat),r){var i=new t.LngLat(e.lng-360,e.lat),a=new t.LngLat(e.lng+360,e.lat),o=n.locationPoint(e).distSqr(r);n.locationPoint(i).distSqr(r)<o?e=i:n.locationPoint(a).distSqr(r)<o&&(e=a)}for(;Math.abs(e.lng-n.center.lng)>180;){var s=n.locationPoint(e);if(s.x>=0&&s.y>=0&&s.x<=n.width&&s.y<=n.height)break;e.lng>n.center.lng?e.lng-=360:e.lng+=360}return e}Ui.prototype.down=function(t,e){this.mouseRotate.mousedown(t,e),this.mousePitch&&this.mousePitch.mousedown(t,e),r.disableDrag()},Ui.prototype.move=function(t,e){var r=this.map,n=this.mouseRotate.mousemoveWindow(t,e);if(n&&n.bearingDelta&&r.setBearing(r.getBearing()+n.bearingDelta),this.mousePitch){var i=this.mousePitch.mousemoveWindow(t,e);i&&i.pitchDelta&&r.setPitch(r.getPitch()+i.pitchDelta)}},Ui.prototype.off=function(){var t=this.element;r.removeEventListener(t,\"mousedown\",this.mousedown),r.removeEventListener(t,\"touchstart\",this.touchstart,{passive:!1}),r.removeEventListener(t,\"touchmove\",this.touchmove),r.removeEventListener(t,\"touchend\",this.touchend),r.removeEventListener(t,\"touchcancel\",this.reset),this.offTemp()},Ui.prototype.offTemp=function(){r.enableDrag(),r.removeEventListener(t.window,\"mousemove\",this.mousemove),r.removeEventListener(t.window,\"mouseup\",this.mouseup)},Ui.prototype.mousedown=function(e){this.down(t.extend({},e,{ctrlKey:!0,preventDefault:function(){return e.preventDefault()}}),r.mousePos(this.element,e)),r.addEventListener(t.window,\"mousemove\",this.mousemove),r.addEventListener(t.window,\"mouseup\",this.mouseup)},Ui.prototype.mousemove=function(t){this.move(t,r.mousePos(this.element,t))},Ui.prototype.mouseup=function(t){this.mouseRotate.mouseupWindow(t),this.mousePitch&&this.mousePitch.mouseupWindow(t),this.offTemp()},Ui.prototype.touchstart=function(t){1!==t.targetTouches.length?this.reset():(this._startPos=this._lastPos=r.touchPos(this.element,t.targetTouches)[0],this.down({type:\"mousedown\",button:0,ctrlKey:!0,preventDefault:function(){return t.preventDefault()}},this._startPos))},Ui.prototype.touchmove=function(t){1!==t.targetTouches.length?this.reset():(this._lastPos=r.touchPos(this.element,t.targetTouches)[0],this.move({preventDefault:function(){return t.preventDefault()}},this._lastPos))},Ui.prototype.touchend=function(t){0===t.targetTouches.length&&this._startPos&&this._lastPos&&this._startPos.dist(this._lastPos)<this._clickTolerance&&this.element.click(),this.reset()},Ui.prototype.reset=function(){this.mouseRotate.reset(),this.mousePitch&&this.mousePitch.reset(),delete this._startPos,delete this._lastPos,this.offTemp()};var qi={center:\"translate(-50%,-50%)\",top:\"translate(-50%,0)\",\"top-left\":\"translate(0,0)\",\"top-right\":\"translate(-100%,0)\",bottom:\"translate(-50%,-100%)\",\"bottom-left\":\"translate(0,-100%)\",\"bottom-right\":\"translate(-100%,-100%)\",left:\"translate(0,-50%)\",right:\"translate(-100%,-50%)\"};function Hi(t,e,r){var n=t.classList;for(var i in qi)n.remove(\"mapboxgl-\"+r+\"-anchor-\"+i);n.add(\"mapboxgl-\"+r+\"-anchor-\"+e)}var Gi,Wi=function(e){function n(n,i){if(e.call(this),(n instanceof t.window.HTMLElement||i)&&(n=t.extend({element:n},i)),t.bindAll([\"_update\",\"_onMove\",\"_onUp\",\"_addDragHandler\",\"_onMapClick\",\"_onKeyPress\"],this),this._anchor=n&&n.anchor||\"center\",this._color=n&&n.color||\"#3FB1CE\",this._scale=n&&n.scale||1,this._draggable=n&&n.draggable||!1,this._clickTolerance=n&&n.clickTolerance||0,this._isDragging=!1,this._state=\"inactive\",this._rotation=n&&n.rotation||0,this._rotationAlignment=n&&n.rotationAlignment||\"auto\",this._pitchAlignment=n&&n.pitchAlignment&&\"auto\"!==n.pitchAlignment?n.pitchAlignment:this._rotationAlignment,n&&n.element)this._element=n.element,this._offset=t.Point.convert(n&&n.offset||[0,0]);else{this._defaultMarker=!0,this._element=r.create(\"div\"),this._element.setAttribute(\"aria-label\",\"Map marker\");var a=r.createNS(\"http://www.w3.org/2000/svg\",\"svg\");a.setAttributeNS(null,\"display\",\"block\"),a.setAttributeNS(null,\"height\",\"41px\"),a.setAttributeNS(null,\"width\",\"27px\"),a.setAttributeNS(null,\"viewBox\",\"0 0 27 41\");var o=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");o.setAttributeNS(null,\"stroke\",\"none\"),o.setAttributeNS(null,\"stroke-width\",\"1\"),o.setAttributeNS(null,\"fill\",\"none\"),o.setAttributeNS(null,\"fill-rule\",\"evenodd\");var s=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");s.setAttributeNS(null,\"fill-rule\",\"nonzero\");var l=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");l.setAttributeNS(null,\"transform\",\"translate(3.0, 29.0)\"),l.setAttributeNS(null,\"fill\",\"#000000\");for(var u=0,c=[{rx:\"10.5\",ry:\"5.25002273\"},{rx:\"10.5\",ry:\"5.25002273\"},{rx:\"9.5\",ry:\"4.77275007\"},{rx:\"8.5\",ry:\"4.29549936\"},{rx:\"7.5\",ry:\"3.81822308\"},{rx:\"6.5\",ry:\"3.34094679\"},{rx:\"5.5\",ry:\"2.86367051\"},{rx:\"4.5\",ry:\"2.38636864\"}];u<c.length;u+=1){var f=c[u],h=r.createNS(\"http://www.w3.org/2000/svg\",\"ellipse\");h.setAttributeNS(null,\"opacity\",\"0.04\"),h.setAttributeNS(null,\"cx\",\"10.5\"),h.setAttributeNS(null,\"cy\",\"5.80029008\"),h.setAttributeNS(null,\"rx\",f.rx),h.setAttributeNS(null,\"ry\",f.ry),l.appendChild(h)}var p=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");p.setAttributeNS(null,\"fill\",this._color);var d=r.createNS(\"http://www.w3.org/2000/svg\",\"path\");d.setAttributeNS(null,\"d\",\"M27,13.5 C27,19.074644 20.250001,27.000002 14.75,34.500002 C14.016665,35.500004 12.983335,35.500004 12.25,34.500002 C6.7499993,27.000002 0,19.222562 0,13.5 C0,6.0441559 6.0441559,0 13.5,0 C20.955844,0 27,6.0441559 27,13.5 Z\"),p.appendChild(d);var v=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");v.setAttributeNS(null,\"opacity\",\"0.25\"),v.setAttributeNS(null,\"fill\",\"#000000\");var g=r.createNS(\"http://www.w3.org/2000/svg\",\"path\");g.setAttributeNS(null,\"d\",\"M13.5,0 C6.0441559,0 0,6.0441559 0,13.5 C0,19.222562 6.7499993,27 12.25,34.5 C13,35.522727 14.016664,35.500004 14.75,34.5 C20.250001,27 27,19.074644 27,13.5 C27,6.0441559 20.955844,0 13.5,0 Z M13.5,1 C20.415404,1 26,6.584596 26,13.5 C26,15.898657 24.495584,19.181431 22.220703,22.738281 C19.945823,26.295132 16.705119,30.142167 13.943359,33.908203 C13.743445,34.180814 13.612715,34.322738 13.5,34.441406 C13.387285,34.322738 13.256555,34.180814 13.056641,33.908203 C10.284481,30.127985 7.4148684,26.314159 5.015625,22.773438 C2.6163816,19.232715 1,15.953538 1,13.5 C1,6.584596 6.584596,1 13.5,1 Z\"),v.appendChild(g);var y=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");y.setAttributeNS(null,\"transform\",\"translate(6.0, 7.0)\"),y.setAttributeNS(null,\"fill\",\"#FFFFFF\");var m=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");m.setAttributeNS(null,\"transform\",\"translate(8.0, 8.0)\");var x=r.createNS(\"http://www.w3.org/2000/svg\",\"circle\");x.setAttributeNS(null,\"fill\",\"#000000\"),x.setAttributeNS(null,\"opacity\",\"0.25\"),x.setAttributeNS(null,\"cx\",\"5.5\"),x.setAttributeNS(null,\"cy\",\"5.5\"),x.setAttributeNS(null,\"r\",\"5.4999962\");var b=r.createNS(\"http://www.w3.org/2000/svg\",\"circle\");b.setAttributeNS(null,\"fill\",\"#FFFFFF\"),b.setAttributeNS(null,\"cx\",\"5.5\"),b.setAttributeNS(null,\"cy\",\"5.5\"),b.setAttributeNS(null,\"r\",\"5.4999962\"),m.appendChild(x),m.appendChild(b),s.appendChild(l),s.appendChild(p),s.appendChild(v),s.appendChild(y),s.appendChild(m),a.appendChild(s),a.setAttributeNS(null,\"height\",41*this._scale+\"px\"),a.setAttributeNS(null,\"width\",27*this._scale+\"px\"),this._element.appendChild(a),this._offset=t.Point.convert(n&&n.offset||[0,-14])}this._element.classList.add(\"mapboxgl-marker\"),this._element.addEventListener(\"dragstart\",(function(t){t.preventDefault()})),this._element.addEventListener(\"mousedown\",(function(t){t.preventDefault()})),Hi(this._element,this._anchor,\"marker\"),this._popup=null}return e&&(n.__proto__=e),n.prototype=Object.create(e&&e.prototype),n.prototype.constructor=n,n.prototype.addTo=function(t){return this.remove(),this._map=t,t.getCanvasContainer().appendChild(this._element),t.on(\"move\",this._update),t.on(\"moveend\",this._update),this.setDraggable(this._draggable),this._update(),this._map.on(\"click\",this._onMapClick),this},n.prototype.remove=function(){return this._map&&(this._map.off(\"click\",this._onMapClick),this._map.off(\"move\",this._update),this._map.off(\"moveend\",this._update),this._map.off(\"mousedown\",this._addDragHandler),this._map.off(\"touchstart\",this._addDragHandler),this._map.off(\"mouseup\",this._onUp),this._map.off(\"touchend\",this._onUp),this._map.off(\"mousemove\",this._onMove),this._map.off(\"touchmove\",this._onMove),delete this._map),r.remove(this._element),this._popup&&this._popup.remove(),this},n.prototype.getLngLat=function(){return this._lngLat},n.prototype.setLngLat=function(e){return this._lngLat=t.LngLat.convert(e),this._pos=null,this._popup&&this._popup.setLngLat(this._lngLat),this._update(),this},n.prototype.getElement=function(){return this._element},n.prototype.setPopup=function(t){if(this._popup&&(this._popup.remove(),this._popup=null,this._element.removeEventListener(\"keypress\",this._onKeyPress),this._originalTabIndex||this._element.removeAttribute(\"tabindex\")),t){if(!(\"offset\"in t.options)){var e=13.5,r=Math.sqrt(Math.pow(e,2)/2);t.options.offset=this._defaultMarker?{top:[0,0],\"top-left\":[0,0],\"top-right\":[0,0],bottom:[0,-38.1],\"bottom-left\":[r,-1*(24.6+r)],\"bottom-right\":[-r,-1*(24.6+r)],left:[e,-24.6],right:[-13.5,-24.6]}:this._offset}this._popup=t,this._lngLat&&this._popup.setLngLat(this._lngLat),this._originalTabIndex=this._element.getAttribute(\"tabindex\"),this._originalTabIndex||this._element.setAttribute(\"tabindex\",\"0\"),this._element.addEventListener(\"keypress\",this._onKeyPress)}return this},n.prototype._onKeyPress=function(t){var e=t.code,r=t.charCode||t.keyCode;\"Space\"!==e&&\"Enter\"!==e&&32!==r&&13!==r||this.togglePopup()},n.prototype._onMapClick=function(t){var e=t.originalEvent.target,r=this._element;this._popup&&(e===r||r.contains(e))&&this.togglePopup()},n.prototype.getPopup=function(){return this._popup},n.prototype.togglePopup=function(){var t=this._popup;return t?(t.isOpen()?t.remove():t.addTo(this._map),this):this},n.prototype._update=function(t){if(this._map){this._map.transform.renderWorldCopies&&(this._lngLat=Vi(this._lngLat,this._pos,this._map.transform)),this._pos=this._map.project(this._lngLat)._add(this._offset);var e=\"\";\"viewport\"===this._rotationAlignment||\"auto\"===this._rotationAlignment?e=\"rotateZ(\"+this._rotation+\"deg)\":\"map\"===this._rotationAlignment&&(e=\"rotateZ(\"+(this._rotation-this._map.getBearing())+\"deg)\");var n=\"\";\"viewport\"===this._pitchAlignment||\"auto\"===this._pitchAlignment?n=\"rotateX(0deg)\":\"map\"===this._pitchAlignment&&(n=\"rotateX(\"+this._map.getPitch()+\"deg)\"),t&&\"moveend\"!==t.type||(this._pos=this._pos.round()),r.setTransform(this._element,qi[this._anchor]+\" translate(\"+this._pos.x+\"px, \"+this._pos.y+\"px) \"+n+\" \"+e)}},n.prototype.getOffset=function(){return this._offset},n.prototype.setOffset=function(e){return this._offset=t.Point.convert(e),this._update(),this},n.prototype._onMove=function(e){if(!this._isDragging){var r=this._clickTolerance||this._map._clickTolerance;this._isDragging=e.point.dist(this._pointerdownPos)>=r}this._isDragging&&(this._pos=e.point.sub(this._positionDelta),this._lngLat=this._map.unproject(this._pos),this.setLngLat(this._lngLat),this._element.style.pointerEvents=\"none\",\"pending\"===this._state&&(this._state=\"active\",this.fire(new t.Event(\"dragstart\"))),this.fire(new t.Event(\"drag\")))},n.prototype._onUp=function(){this._element.style.pointerEvents=\"auto\",this._positionDelta=null,this._pointerdownPos=null,this._isDragging=!1,this._map.off(\"mousemove\",this._onMove),this._map.off(\"touchmove\",this._onMove),\"active\"===this._state&&this.fire(new t.Event(\"dragend\")),this._state=\"inactive\"},n.prototype._addDragHandler=function(t){this._element.contains(t.originalEvent.target)&&(t.preventDefault(),this._positionDelta=t.point.sub(this._pos).add(this._offset),this._pointerdownPos=t.point,this._state=\"pending\",this._map.on(\"mousemove\",this._onMove),this._map.on(\"touchmove\",this._onMove),this._map.once(\"mouseup\",this._onUp),this._map.once(\"touchend\",this._onUp))},n.prototype.setDraggable=function(t){return this._draggable=!!t,this._map&&(t?(this._map.on(\"mousedown\",this._addDragHandler),this._map.on(\"touchstart\",this._addDragHandler)):(this._map.off(\"mousedown\",this._addDragHandler),this._map.off(\"touchstart\",this._addDragHandler))),this},n.prototype.isDraggable=function(){return this._draggable},n.prototype.setRotation=function(t){return this._rotation=t||0,this._update(),this},n.prototype.getRotation=function(){return this._rotation},n.prototype.setRotationAlignment=function(t){return this._rotationAlignment=t||\"auto\",this._update(),this},n.prototype.getRotationAlignment=function(){return this._rotationAlignment},n.prototype.setPitchAlignment=function(t){return this._pitchAlignment=t&&\"auto\"!==t?t:this._rotationAlignment,this._update(),this},n.prototype.getPitchAlignment=function(){return this._pitchAlignment},n}(t.Evented),Yi={positionOptions:{enableHighAccuracy:!1,maximumAge:0,timeout:6e3},fitBoundsOptions:{maxZoom:15},trackUserLocation:!1,showAccuracyCircle:!0,showUserLocation:!0};var Xi=0,Zi=!1,Ki=function(e){function n(r){e.call(this),this.options=t.extend({},Yi,r),t.bindAll([\"_onSuccess\",\"_onError\",\"_onZoom\",\"_finish\",\"_setupUI\",\"_updateCamera\",\"_updateMarker\"],this)}return e&&(n.__proto__=e),n.prototype=Object.create(e&&e.prototype),n.prototype.constructor=n,n.prototype.onAdd=function(e){return this._map=e,this._container=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-group\"),n=this._setupUI,void 0!==Gi?n(Gi):void 0!==t.window.navigator.permissions?t.window.navigator.permissions.query({name:\"geolocation\"}).then((function(t){Gi=\"denied\"!==t.state,n(Gi)})):(Gi=!!t.window.navigator.geolocation,n(Gi)),this._container;var n},n.prototype.onRemove=function(){void 0!==this._geolocationWatchID&&(t.window.navigator.geolocation.clearWatch(this._geolocationWatchID),this._geolocationWatchID=void 0),this.options.showUserLocation&&this._userLocationDotMarker&&this._userLocationDotMarker.remove(),this.options.showAccuracyCircle&&this._accuracyCircleMarker&&this._accuracyCircleMarker.remove(),r.remove(this._container),this._map.off(\"zoom\",this._onZoom),this._map=void 0,Xi=0,Zi=!1},n.prototype._isOutOfMapMaxBounds=function(t){var e=this._map.getMaxBounds(),r=t.coords;return e&&(r.longitude<e.getWest()||r.longitude>e.getEast()||r.latitude<e.getSouth()||r.latitude>e.getNorth())},n.prototype._setErrorState=function(){switch(this._watchState){case\"WAITING_ACTIVE\":this._watchState=\"ACTIVE_ERROR\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active-error\");break;case\"ACTIVE_LOCK\":this._watchState=\"ACTIVE_ERROR\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active-error\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\");break;case\"BACKGROUND\":this._watchState=\"BACKGROUND_ERROR\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background-error\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\")}},n.prototype._onSuccess=function(e){if(this._map){if(this._isOutOfMapMaxBounds(e))return this._setErrorState(),this.fire(new t.Event(\"outofmaxbounds\",e)),this._updateMarker(),void this._finish();if(this.options.trackUserLocation)switch(this._lastKnownPosition=e,this._watchState){case\"WAITING_ACTIVE\":case\"ACTIVE_LOCK\":case\"ACTIVE_ERROR\":this._watchState=\"ACTIVE_LOCK\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active-error\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active\");break;case\"BACKGROUND\":case\"BACKGROUND_ERROR\":this._watchState=\"BACKGROUND\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background-error\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background\")}this.options.showUserLocation&&\"OFF\"!==this._watchState&&this._updateMarker(e),this.options.trackUserLocation&&\"ACTIVE_LOCK\"!==this._watchState||this._updateCamera(e),this.options.showUserLocation&&this._dotElement.classList.remove(\"mapboxgl-user-location-dot-stale\"),this.fire(new t.Event(\"geolocate\",e)),this._finish()}},n.prototype._updateCamera=function(e){var r=new t.LngLat(e.coords.longitude,e.coords.latitude),n=e.coords.accuracy,i=this._map.getBearing(),a=t.extend({bearing:i},this.options.fitBoundsOptions);this._map.fitBounds(r.toBounds(n),a,{geolocateSource:!0})},n.prototype._updateMarker=function(e){if(e){var r=new t.LngLat(e.coords.longitude,e.coords.latitude);this._accuracyCircleMarker.setLngLat(r).addTo(this._map),this._userLocationDotMarker.setLngLat(r).addTo(this._map),this._accuracy=e.coords.accuracy,this.options.showUserLocation&&this.options.showAccuracyCircle&&this._updateCircleRadius()}else this._userLocationDotMarker.remove(),this._accuracyCircleMarker.remove()},n.prototype._updateCircleRadius=function(){var t=this._map._container.clientHeight/2,e=this._map.unproject([0,t]),r=this._map.unproject([1,t]),n=e.distanceTo(r),i=Math.ceil(2*this._accuracy/n);this._circleElement.style.width=i+\"px\",this._circleElement.style.height=i+\"px\"},n.prototype._onZoom=function(){this.options.showUserLocation&&this.options.showAccuracyCircle&&this._updateCircleRadius()},n.prototype._onError=function(e){if(this._map){if(this.options.trackUserLocation)if(1===e.code){this._watchState=\"OFF\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active-error\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background-error\"),this._geolocateButton.disabled=!0;var r=this._map._getUIString(\"GeolocateControl.LocationNotAvailable\");this._geolocateButton.title=r,this._geolocateButton.setAttribute(\"aria-label\",r),void 0!==this._geolocationWatchID&&this._clearWatch()}else{if(3===e.code&&Zi)return;this._setErrorState()}\"OFF\"!==this._watchState&&this.options.showUserLocation&&this._dotElement.classList.add(\"mapboxgl-user-location-dot-stale\"),this.fire(new t.Event(\"error\",e)),this._finish()}},n.prototype._finish=function(){this._timeoutId&&clearTimeout(this._timeoutId),this._timeoutId=void 0},n.prototype._setupUI=function(e){var n=this;if(this._container.addEventListener(\"contextmenu\",(function(t){return t.preventDefault()})),this._geolocateButton=r.create(\"button\",\"mapboxgl-ctrl-geolocate\",this._container),r.create(\"span\",\"mapboxgl-ctrl-icon\",this._geolocateButton).setAttribute(\"aria-hidden\",!0),this._geolocateButton.type=\"button\",!1===e){t.warnOnce(\"Geolocation support is not available so the GeolocateControl will be disabled.\");var i=this._map._getUIString(\"GeolocateControl.LocationNotAvailable\");this._geolocateButton.disabled=!0,this._geolocateButton.title=i,this._geolocateButton.setAttribute(\"aria-label\",i)}else{var a=this._map._getUIString(\"GeolocateControl.FindMyLocation\");this._geolocateButton.title=a,this._geolocateButton.setAttribute(\"aria-label\",a)}this.options.trackUserLocation&&(this._geolocateButton.setAttribute(\"aria-pressed\",\"false\"),this._watchState=\"OFF\"),this.options.showUserLocation&&(this._dotElement=r.create(\"div\",\"mapboxgl-user-location-dot\"),this._userLocationDotMarker=new Wi(this._dotElement),this._circleElement=r.create(\"div\",\"mapboxgl-user-location-accuracy-circle\"),this._accuracyCircleMarker=new Wi({element:this._circleElement,pitchAlignment:\"map\"}),this.options.trackUserLocation&&(this._watchState=\"OFF\"),this._map.on(\"zoom\",this._onZoom)),this._geolocateButton.addEventListener(\"click\",this.trigger.bind(this)),this._setup=!0,this.options.trackUserLocation&&this._map.on(\"movestart\",(function(e){var r=e.originalEvent&&\"resize\"===e.originalEvent.type;e.geolocateSource||\"ACTIVE_LOCK\"!==n._watchState||r||(n._watchState=\"BACKGROUND\",n._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background\"),n._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),n.fire(new t.Event(\"trackuserlocationend\")))}))},n.prototype.trigger=function(){if(!this._setup)return t.warnOnce(\"Geolocate control triggered before added to a map\"),!1;if(this.options.trackUserLocation){switch(this._watchState){case\"OFF\":this._watchState=\"WAITING_ACTIVE\",this.fire(new t.Event(\"trackuserlocationstart\"));break;case\"WAITING_ACTIVE\":case\"ACTIVE_LOCK\":case\"ACTIVE_ERROR\":case\"BACKGROUND_ERROR\":Xi--,Zi=!1,this._watchState=\"OFF\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active-error\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background-error\"),this.fire(new t.Event(\"trackuserlocationend\"));break;case\"BACKGROUND\":this._watchState=\"ACTIVE_LOCK\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background\"),this._lastKnownPosition&&this._updateCamera(this._lastKnownPosition),this.fire(new t.Event(\"trackuserlocationstart\"))}switch(this._watchState){case\"WAITING_ACTIVE\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active\");break;case\"ACTIVE_LOCK\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active\");break;case\"ACTIVE_ERROR\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active-error\");break;case\"BACKGROUND\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background\");break;case\"BACKGROUND_ERROR\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background-error\")}if(\"OFF\"===this._watchState&&void 0!==this._geolocationWatchID)this._clearWatch();else if(void 0===this._geolocationWatchID){var e;this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.setAttribute(\"aria-pressed\",\"true\"),++Xi>1?(e={maximumAge:6e5,timeout:0},Zi=!0):(e=this.options.positionOptions,Zi=!1),this._geolocationWatchID=t.window.navigator.geolocation.watchPosition(this._onSuccess,this._onError,e)}}else t.window.navigator.geolocation.getCurrentPosition(this._onSuccess,this._onError,this.options.positionOptions),this._timeoutId=setTimeout(this._finish,1e4);return!0},n.prototype._clearWatch=function(){t.window.navigator.geolocation.clearWatch(this._geolocationWatchID),this._geolocationWatchID=void 0,this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.setAttribute(\"aria-pressed\",\"false\"),this.options.showUserLocation&&this._updateMarker(null)},n}(t.Evented),Ji={maxWidth:100,unit:\"metric\"},$i=function(e){this.options=t.extend({},Ji,e),t.bindAll([\"_onMove\",\"setUnit\"],this)};function Qi(t,e,r){var n=r&&r.maxWidth||100,i=t._container.clientHeight/2,a=t.unproject([0,i]),o=t.unproject([n,i]),s=a.distanceTo(o);if(r&&\"imperial\"===r.unit){var l=3.2808*s;l>5280?ta(e,n,l/5280,t._getUIString(\"ScaleControl.Miles\")):ta(e,n,l,t._getUIString(\"ScaleControl.Feet\"))}else r&&\"nautical\"===r.unit?ta(e,n,s/1852,t._getUIString(\"ScaleControl.NauticalMiles\")):s>=1e3?ta(e,n,s/1e3,t._getUIString(\"ScaleControl.Kilometers\")):ta(e,n,s,t._getUIString(\"ScaleControl.Meters\"))}function ta(t,e,r,n){var i,a,o,s=(i=r,(a=Math.pow(10,(\"\"+Math.floor(i)).length-1))*((o=i/a)>=10?10:o>=5?5:o>=3?3:o>=2?2:o>=1?1:function(t){var e=Math.pow(10,Math.ceil(-Math.log(t)/Math.LN10));return Math.round(t*e)/e}(o))),l=s/r;t.style.width=e*l+\"px\",t.innerHTML=s+\"&nbsp;\"+n}$i.prototype.getDefaultPosition=function(){return\"bottom-left\"},$i.prototype._onMove=function(){Qi(this._map,this._container,this.options)},$i.prototype.onAdd=function(t){return this._map=t,this._container=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-scale\",t.getContainer()),this._map.on(\"move\",this._onMove),this._onMove(),this._container},$i.prototype.onRemove=function(){r.remove(this._container),this._map.off(\"move\",this._onMove),this._map=void 0},$i.prototype.setUnit=function(t){this.options.unit=t,Qi(this._map,this._container,this.options)};var ea=function(e){this._fullscreen=!1,e&&e.container&&(e.container instanceof t.window.HTMLElement?this._container=e.container:t.warnOnce(\"Full screen control 'container' must be a DOM element.\")),t.bindAll([\"_onClickFullscreen\",\"_changeIcon\"],this),\"onfullscreenchange\"in t.window.document?this._fullscreenchange=\"fullscreenchange\":\"onmozfullscreenchange\"in t.window.document?this._fullscreenchange=\"mozfullscreenchange\":\"onwebkitfullscreenchange\"in t.window.document?this._fullscreenchange=\"webkitfullscreenchange\":\"onmsfullscreenchange\"in t.window.document&&(this._fullscreenchange=\"MSFullscreenChange\")};ea.prototype.onAdd=function(e){return this._map=e,this._container||(this._container=this._map.getContainer()),this._controlContainer=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-group\"),this._checkFullscreenSupport()?this._setupUI():(this._controlContainer.style.display=\"none\",t.warnOnce(\"This device does not support fullscreen mode.\")),this._controlContainer},ea.prototype.onRemove=function(){r.remove(this._controlContainer),this._map=null,t.window.document.removeEventListener(this._fullscreenchange,this._changeIcon)},ea.prototype._checkFullscreenSupport=function(){return!!(t.window.document.fullscreenEnabled||t.window.document.mozFullScreenEnabled||t.window.document.msFullscreenEnabled||t.window.document.webkitFullscreenEnabled)},ea.prototype._setupUI=function(){var e=this._fullscreenButton=r.create(\"button\",\"mapboxgl-ctrl-fullscreen\",this._controlContainer);r.create(\"span\",\"mapboxgl-ctrl-icon\",e).setAttribute(\"aria-hidden\",!0),e.type=\"button\",this._updateTitle(),this._fullscreenButton.addEventListener(\"click\",this._onClickFullscreen),t.window.document.addEventListener(this._fullscreenchange,this._changeIcon)},ea.prototype._updateTitle=function(){var t=this._getTitle();this._fullscreenButton.setAttribute(\"aria-label\",t),this._fullscreenButton.title=t},ea.prototype._getTitle=function(){return this._map._getUIString(this._isFullscreen()?\"FullscreenControl.Exit\":\"FullscreenControl.Enter\")},ea.prototype._isFullscreen=function(){return this._fullscreen},ea.prototype._changeIcon=function(){(t.window.document.fullscreenElement||t.window.document.mozFullScreenElement||t.window.document.webkitFullscreenElement||t.window.document.msFullscreenElement)===this._container!==this._fullscreen&&(this._fullscreen=!this._fullscreen,this._fullscreenButton.classList.toggle(\"mapboxgl-ctrl-shrink\"),this._fullscreenButton.classList.toggle(\"mapboxgl-ctrl-fullscreen\"),this._updateTitle())},ea.prototype._onClickFullscreen=function(){this._isFullscreen()?t.window.document.exitFullscreen?t.window.document.exitFullscreen():t.window.document.mozCancelFullScreen?t.window.document.mozCancelFullScreen():t.window.document.msExitFullscreen?t.window.document.msExitFullscreen():t.window.document.webkitCancelFullScreen&&t.window.document.webkitCancelFullScreen():this._container.requestFullscreen?this._container.requestFullscreen():this._container.mozRequestFullScreen?this._container.mozRequestFullScreen():this._container.msRequestFullscreen?this._container.msRequestFullscreen():this._container.webkitRequestFullscreen&&this._container.webkitRequestFullscreen()};var ra={closeButton:!0,closeOnClick:!0,focusAfterOpen:!0,className:\"\",maxWidth:\"240px\"},na=[\"a[href]\",\"[tabindex]:not([tabindex='-1'])\",\"[contenteditable]:not([contenteditable='false'])\",\"button:not([disabled])\",\"input:not([disabled])\",\"select:not([disabled])\",\"textarea:not([disabled])\"].join(\", \"),ia=function(e){function n(r){e.call(this),this.options=t.extend(Object.create(ra),r),t.bindAll([\"_update\",\"_onClose\",\"remove\",\"_onMouseMove\",\"_onMouseUp\",\"_onDrag\"],this)}return e&&(n.__proto__=e),n.prototype=Object.create(e&&e.prototype),n.prototype.constructor=n,n.prototype.addTo=function(e){return this._map&&this.remove(),this._map=e,this.options.closeOnClick&&this._map.on(\"click\",this._onClose),this.options.closeOnMove&&this._map.on(\"move\",this._onClose),this._map.on(\"remove\",this.remove),this._update(),this._focusFirstElement(),this._trackPointer?(this._map.on(\"mousemove\",this._onMouseMove),this._map.on(\"mouseup\",this._onMouseUp),this._container&&this._container.classList.add(\"mapboxgl-popup-track-pointer\"),this._map._canvasContainer.classList.add(\"mapboxgl-track-pointer\")):this._map.on(\"move\",this._update),this.fire(new t.Event(\"open\")),this},n.prototype.isOpen=function(){return!!this._map},n.prototype.remove=function(){return this._content&&r.remove(this._content),this._container&&(r.remove(this._container),delete this._container),this._map&&(this._map.off(\"move\",this._update),this._map.off(\"move\",this._onClose),this._map.off(\"click\",this._onClose),this._map.off(\"remove\",this.remove),this._map.off(\"mousemove\",this._onMouseMove),this._map.off(\"mouseup\",this._onMouseUp),this._map.off(\"drag\",this._onDrag),delete this._map),this.fire(new t.Event(\"close\")),this},n.prototype.getLngLat=function(){return this._lngLat},n.prototype.setLngLat=function(e){return this._lngLat=t.LngLat.convert(e),this._pos=null,this._trackPointer=!1,this._update(),this._map&&(this._map.on(\"move\",this._update),this._map.off(\"mousemove\",this._onMouseMove),this._container&&this._container.classList.remove(\"mapboxgl-popup-track-pointer\"),this._map._canvasContainer.classList.remove(\"mapboxgl-track-pointer\")),this},n.prototype.trackPointer=function(){return this._trackPointer=!0,this._pos=null,this._update(),this._map&&(this._map.off(\"move\",this._update),this._map.on(\"mousemove\",this._onMouseMove),this._map.on(\"drag\",this._onDrag),this._container&&this._container.classList.add(\"mapboxgl-popup-track-pointer\"),this._map._canvasContainer.classList.add(\"mapboxgl-track-pointer\")),this},n.prototype.getElement=function(){return this._container},n.prototype.setText=function(e){return this.setDOMContent(t.window.document.createTextNode(e))},n.prototype.setHTML=function(e){var r,n=t.window.document.createDocumentFragment(),i=t.window.document.createElement(\"body\");for(i.innerHTML=e;r=i.firstChild;)n.appendChild(r);return this.setDOMContent(n)},n.prototype.getMaxWidth=function(){return this._container&&this._container.style.maxWidth},n.prototype.setMaxWidth=function(t){return this.options.maxWidth=t,this._update(),this},n.prototype.setDOMContent=function(t){if(this._content)for(;this._content.hasChildNodes();)this._content.firstChild&&this._content.removeChild(this._content.firstChild);else this._content=r.create(\"div\",\"mapboxgl-popup-content\",this._container);return this._content.appendChild(t),this._createCloseButton(),this._update(),this._focusFirstElement(),this},n.prototype.addClassName=function(t){this._container&&this._container.classList.add(t)},n.prototype.removeClassName=function(t){this._container&&this._container.classList.remove(t)},n.prototype.setOffset=function(t){return this.options.offset=t,this._update(),this},n.prototype.toggleClassName=function(t){if(this._container)return this._container.classList.toggle(t)},n.prototype._createCloseButton=function(){this.options.closeButton&&(this._closeButton=r.create(\"button\",\"mapboxgl-popup-close-button\",this._content),this._closeButton.type=\"button\",this._closeButton.setAttribute(\"aria-label\",\"Close popup\"),this._closeButton.innerHTML=\"&#215;\",this._closeButton.addEventListener(\"click\",this._onClose))},n.prototype._onMouseUp=function(t){this._update(t.point)},n.prototype._onMouseMove=function(t){this._update(t.point)},n.prototype._onDrag=function(t){this._update(t.point)},n.prototype._update=function(t){var e=this,n=this._lngLat||this._trackPointer;if(this._map&&n&&this._content&&(this._container||(this._container=r.create(\"div\",\"mapboxgl-popup\",this._map.getContainer()),this._tip=r.create(\"div\",\"mapboxgl-popup-tip\",this._container),this._container.appendChild(this._content),this.options.className&&this.options.className.split(\" \").forEach((function(t){return e._container.classList.add(t)})),this._trackPointer&&this._container.classList.add(\"mapboxgl-popup-track-pointer\")),this.options.maxWidth&&this._container.style.maxWidth!==this.options.maxWidth&&(this._container.style.maxWidth=this.options.maxWidth),this._map.transform.renderWorldCopies&&!this._trackPointer&&(this._lngLat=Vi(this._lngLat,this._pos,this._map.transform)),!this._trackPointer||t)){var i=this._pos=this._trackPointer&&t?t:this._map.project(this._lngLat),a=this.options.anchor,o=aa(this.options.offset);if(!a){var s,l=this._container.offsetWidth,u=this._container.offsetHeight;s=i.y+o.bottom.y<u?[\"top\"]:i.y>this._map.transform.height-u?[\"bottom\"]:[],i.x<l/2?s.push(\"left\"):i.x>this._map.transform.width-l/2&&s.push(\"right\"),a=0===s.length?\"bottom\":s.join(\"-\")}var c=i.add(o[a]).round();r.setTransform(this._container,qi[a]+\" translate(\"+c.x+\"px,\"+c.y+\"px)\"),Hi(this._container,a,\"popup\")}},n.prototype._focusFirstElement=function(){if(this.options.focusAfterOpen&&this._container){var t=this._container.querySelector(na);t&&t.focus()}},n.prototype._onClose=function(){this.remove()},n}(t.Evented);function aa(e){if(e){if(\"number\"==typeof e){var r=Math.round(Math.sqrt(.5*Math.pow(e,2)));return{center:new t.Point(0,0),top:new t.Point(0,e),\"top-left\":new t.Point(r,r),\"top-right\":new t.Point(-r,r),bottom:new t.Point(0,-e),\"bottom-left\":new t.Point(r,-r),\"bottom-right\":new t.Point(-r,-r),left:new t.Point(e,0),right:new t.Point(-e,0)}}if(e instanceof t.Point||Array.isArray(e)){var n=t.Point.convert(e);return{center:n,top:n,\"top-left\":n,\"top-right\":n,bottom:n,\"bottom-left\":n,\"bottom-right\":n,left:n,right:n}}return{center:t.Point.convert(e.center||[0,0]),top:t.Point.convert(e.top||[0,0]),\"top-left\":t.Point.convert(e[\"top-left\"]||[0,0]),\"top-right\":t.Point.convert(e[\"top-right\"]||[0,0]),bottom:t.Point.convert(e.bottom||[0,0]),\"bottom-left\":t.Point.convert(e[\"bottom-left\"]||[0,0]),\"bottom-right\":t.Point.convert(e[\"bottom-right\"]||[0,0]),left:t.Point.convert(e.left||[0,0]),right:t.Point.convert(e.right||[0,0])}}return aa(new t.Point(0,0))}var oa={version:t.version,supported:e,setRTLTextPlugin:t.setRTLTextPlugin,getRTLTextPluginStatus:t.getRTLTextPluginStatus,Map:Fi,NavigationControl:ji,GeolocateControl:Ki,AttributionControl:Ei,ScaleControl:$i,FullscreenControl:ea,Popup:ia,Marker:Wi,Style:Ye,LngLat:t.LngLat,LngLatBounds:t.LngLatBounds,Point:t.Point,MercatorCoordinate:t.MercatorCoordinate,Evented:t.Evented,config:t.config,prewarm:function(){jt().acquire(Rt)},clearPrewarmedResources:function(){var t=Bt;t&&(t.isPreloaded()&&1===t.numActive()?(t.release(Rt),Bt=null):console.warn(\"Could not clear WebWorkers since there are active Map instances that still reference it. The pre-warmed WebWorker pool can only be cleared when all map instances have been removed with map.remove()\"))},get accessToken(){return t.config.ACCESS_TOKEN},set accessToken(e){t.config.ACCESS_TOKEN=e},get baseApiUrl(){return t.config.API_URL},set baseApiUrl(e){t.config.API_URL=e},get workerCount(){return Ft.workerCount},set workerCount(t){Ft.workerCount=t},get maxParallelImageRequests(){return t.config.MAX_PARALLEL_IMAGE_REQUESTS},set maxParallelImageRequests(e){t.config.MAX_PARALLEL_IMAGE_REQUESTS=e},clearStorage:function(e){t.clearTileCache(e)},workerUrl:\"\"};return oa})),r}()},3108:function(t,e,r){\"use strict\";t.exports=r(26099)},26099:function(t,e,r){\"use strict\";var n=r(64928),i=r(32420),a=r(51160),o=r(76752),s=r(55616),l=r(31264),u=r(47520),c=r(18400),f=r(72512),h=r(76244);function p(t,e){for(var r=e[0],n=e[1],a=1/(e[2]-r),o=1/(e[3]-n),s=new Array(t.length),l=0,u=t.length/2;l<u;l++)s[2*l]=i((t[2*l]-r)*a,0,1),s[2*l+1]=i((t[2*l+1]-n)*o,0,1);return 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t&&t._gl&&t.prop&&t.texture&&t.buffer}(t)?this.gl=o(t):(t={regl:t},this.gl=t.regl._gl),this.shader=b.get(this.gl),this.shader?this.regl=this.shader.regl:this.regl=t.regl||a({gl:this.gl}),this.charBuffer=this.regl.buffer({type:\"uint8\",usage:\"stream\"}),this.sizeBuffer=this.regl.buffer({type:\"float\",usage:\"stream\"}),this.shader||(this.shader=this.createShader(),b.set(this.gl,this.shader)),this.batch=[],this.fontSize=[],this.font=[],this.fontAtlas=[],this.draw=this.shader.draw.bind(this),this.render=function(){this.regl._refresh(),this.draw(this.batch)},this.canvas=this.gl.canvas,this.update(h(t)?t:{})};T.prototype.createShader=function(){var t=this.regl,e=t({blend:{enable:!0,color:[0,0,0,1],func:{srcRGB:\"src alpha\",dstRGB:\"one minus src alpha\",srcAlpha:\"one minus dst 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float fontSize, charStep, em, align, baseline;\\n\\t\\t\\tuniform vec4 viewport;\\n\\t\\t\\tuniform vec4 color;\\n\\t\\t\\tuniform vec2 atlasSize, atlasDim, scale, translate, positionOffset;\\n\\t\\t\\tvarying vec2 charCoord, charId;\\n\\t\\t\\tvarying float charWidth;\\n\\t\\t\\tvarying vec4 fontColor;\\n\\t\\t\\tvoid main () {\\n\\t\\t\\t\\tvec2 offset = floor(em * (vec2(align + charOffset, baseline)\\n\\t\\t\\t\\t\\t+ vec2(positionOffset.x, -positionOffset.y)))\\n\\t\\t\\t\\t\\t/ (viewport.zw * scale.xy);\\n\\n\\t\\t\\t\\tvec2 position = (position + translate) * scale;\\n\\t\\t\\t\\tposition += offset * scale;\\n\\n\\t\\t\\t\\tcharCoord = position * viewport.zw + viewport.xy;\\n\\n\\t\\t\\t\\tgl_Position = vec4(position * 2. - 1., 0, 1);\\n\\n\\t\\t\\t\\tgl_PointSize = charStep;\\n\\n\\t\\t\\t\\tcharId.x = mod(char, atlasDim.x);\\n\\t\\t\\t\\tcharId.y = floor(char / atlasDim.x);\\n\\n\\t\\t\\t\\tcharWidth = width * em;\\n\\n\\t\\t\\t\\tfontColor = color / 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return;\\n\\n\\t\\t\\t\\tuv += charId * charStep;\\n\\t\\t\\t\\tuv = uv / atlasSize;\\n\\n\\t\\t\\t\\tvec4 color = fontColor;\\n\\t\\t\\t\\tvec4 mask = texture2D(atlas, uv);\\n\\n\\t\\t\\t\\tfloat maskY = lightness(mask);\\n\\t\\t\\t\\t// float colorY = lightness(color);\\n\\t\\t\\t\\tcolor.a *= maskY;\\n\\t\\t\\t\\tcolor.a *= opacity;\\n\\n\\t\\t\\t\\t// color.a += .1;\\n\\n\\t\\t\\t\\t// antialiasing, see yiq color space y-channel formula\\n\\t\\t\\t\\t// color.rgb += (1. - color.rgb) * (1. - mask.rgb);\\n\\n\\t\\t\\t\\tgl_FragColor = color;\\n\\t\\t\\t}\"});return{regl:t,draw:e,atlas:{}}},T.prototype.update=function(t){var e=this;if(\"string\"==typeof t)t={text:t};else if(!t)return;null!=(t=i(t,{position:\"position positions coord coords coordinates\",font:\"font fontFace fontface typeface cssFont css-font family fontFamily\",fontSize:\"fontSize fontsize size font-size\",text:\"text texts chars characters value values symbols\",align:\"align alignment textAlign 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t.offset&&(t.offset=[t.offset,0]),this.positionOffset=m(t.offset)),t.direction&&(this.direction=t.direction),t.range&&(this.range=t.range,this.scale=[1/(t.range[2]-t.range[0]),1/(t.range[3]-t.range[1])],this.translate=[-t.range[0],-t.range[1]]),t.scale&&(this.scale=t.scale),t.translate&&(this.translate=t.translate),this.scale||(this.scale=[1/this.viewport.width,1/this.viewport.height]),this.translate||(this.translate=[0,0]),this.font.length||t.font||(t.font=T.baseFontSize+\"px sans-serif\");var r,a=!1,o=!1;if(t.font&&(Array.isArray(t.font)?t.font:[t.font]).forEach((function(t,r){if(\"string\"==typeof t)try{t=n.parse(t)}catch(e){t=n.parse(T.baseFontSize+\"px \"+t)}else{var i=t.style,s=t.weight,l=t.stretch,u=t.variant;t=n.parse(n.stringify(t)),i&&(t.style=i),s&&(t.weight=s),l&&(t.stretch=l),u&&(t.variant=u)}var c=n.stringify({size:T.baseFontSize,family:t.family,stretch:_?t.stretch:void 0,variant:t.variant,weight:t.weight,style:t.style}),f=p(t.size),h=Math.round(f[0]*d(f[1]));if(h!==e.fontSize[r]&&(o=!0,e.fontSize[r]=h),!(e.font[r]&&c==e.font[r].baseString||(a=!0,e.font[r]=T.fonts[c],e.font[r]))){var v=t.family.join(\", \"),g=[t.style];t.style!=t.variant&&g.push(t.variant),t.variant!=t.weight&&g.push(t.weight),_&&t.weight!=t.stretch&&g.push(t.stretch),e.font[r]={baseString:c,family:v,weight:t.weight,stretch:t.stretch,style:t.style,variant:t.variant,width:{},kerning:{},metrics:y(v,{origin:\"top\",fontSize:T.baseFontSize,fontStyle:g.join(\" \")})},T.fonts[c]=e.font[r]}})),(a||o)&&this.font.forEach((function(r,i){var a=n.stringify({size:e.fontSize[i],family:r.family,stretch:_?r.stretch:void 0,variant:r.variant,weight:r.weight,style:r.style});if(e.fontAtlas[i]=e.shader.atlas[a],!e.fontAtlas[i]){var o=r.metrics;e.shader.atlas[a]=e.fontAtlas[i]={fontString:a,step:2*Math.ceil(e.fontSize[i]*o.bottom*.5),em:e.fontSize[i],cols:0,rows:0,height:0,width:0,chars:[],ids:{},texture:e.regl.texture()}}null==t.text&&(t.text=e.text)})),\"string\"==typeof t.text&&t.position&&t.position.length>2){for(var s=Array(.5*t.position.length),h=0;h<s.length;h++)s[h]=t.text;t.text=s}if(null!=t.text||a){if(this.textOffsets=[0],Array.isArray(t.text)){this.count=t.text[0].length,this.counts=[this.count];for(var b=1;b<t.text.length;b++)this.textOffsets[b]=this.textOffsets[b-1]+t.text[b-1].length,this.count+=t.text[b].length,this.counts.push(t.text[b].length);this.text=t.text.join(\"\")}else this.text=t.text,this.count=this.text.length,this.counts=[this.count];r=[],this.font.forEach((function(t,n){T.atlasContext.font=t.baseString;for(var i=e.fontAtlas[n],a=0;a<e.text.length;a++){var o=e.text.charAt(a);if(null==i.ids[o]&&(i.ids[o]=i.chars.length,i.chars.push(o),r.push(o)),null==t.width[o]&&(t.width[o]=T.atlasContext.measureText(o).width/T.baseFontSize,e.kerning)){var s=[];for(var l in t.width)s.push(l+o,o+l);g(t.kerning,v(t.family,{pairs:s}))}}}))}if(t.position)if(t.position.length>2){for(var w=!t.position[0].length,k=c.mallocFloat(2*this.count),A=0,M=0;A<this.counts.length;A++){var S=this.counts[A];if(w)for(var E=0;E<S;E++)k[M++]=t.position[2*A],k[M++]=t.position[2*A+1];else for(var L=0;L<S;L++)k[M++]=t.position[A][0],k[M++]=t.position[A][1]}this.position.call?this.position({type:\"float\",data:k}):this.position=this.regl.buffer({type:\"float\",data:k}),c.freeFloat(k)}else this.position.destroy&&this.position.destroy(),this.position={constant:t.position};if(t.text||a){var C=c.mallocUint8(this.count),P=c.mallocFloat(2*this.count);this.textWidth=[];for(var O=0,I=0;O<this.counts.length;O++){for(var z=this.counts[O],D=this.font[O]||this.font[0],R=this.fontAtlas[O]||this.fontAtlas[0],F=0;F<z;F++){var B=this.text.charAt(I),N=this.text.charAt(I-1);if(C[I]=R.ids[B],P[2*I]=D.width[B],F){var j=P[2*I-2],U=P[2*I],V=P[2*I-1]+.5*j+.5*U;if(this.kerning){var q=D.kerning[N+B];q&&(V+=.001*q)}P[2*I+1]=V}else P[2*I+1]=.5*P[2*I];I++}this.textWidth.push(P.length?.5*P[2*I-2]+P[2*I-1]:0)}t.align||(t.align=this.align),this.charBuffer({data:C,type:\"uint8\",usage:\"stream\"}),this.sizeBuffer({data:P,type:\"float\",usage:\"stream\"}),c.freeUint8(C),c.freeFloat(P),r.length&&this.font.forEach((function(t,r){var n=e.fontAtlas[r],i=n.step,a=Math.floor(T.maxAtlasSize/i),o=Math.min(a,n.chars.length),s=Math.ceil(n.chars.length/o),l=x(o*i),c=x(s*i);n.width=l,n.height=c,n.rows=s,n.cols=o,n.em&&n.texture({data:u({canvas:T.atlasCanvas,font:n.fontString,chars:n.chars,shape:[l,c],step:[i,i]})})}))}if(t.align&&(this.align=t.align,this.alignOffset=this.textWidth.map((function(t,r){var n=Array.isArray(e.align)?e.align.length>1?e.align[r]:e.align[0]:e.align;if(\"number\"==typeof n)return n;switch(n){case\"right\":case\"end\":return-t;case\"center\":case\"centre\":case\"middle\":return.5*-t}return 0}))),null==this.baseline&&null==t.baseline&&(t.baseline=0),null!=t.baseline&&(this.baseline=t.baseline,Array.isArray(this.baseline)||(this.baseline=[this.baseline]),this.baselineOffset=this.baseline.map((function(t,r){var n=(e.font[r]||e.font[0]).metrics,i=0;return i+=.5*n.bottom,-1*(i+=\"number\"==typeof t?t-n.baseline:-n[t])}))),null!=t.color)if(t.color||(t.color=\"transparent\"),\"string\"!=typeof t.color&&isNaN(t.color)){var H;if(\"number\"==typeof t.color[0]&&t.color.length>this.counts.length){var G=t.color.length;H=c.mallocUint8(G);for(var W=(t.color.subarray||t.color.slice).bind(t.color),Y=0;Y<G;Y+=4)H.set(l(W(Y,Y+4),\"uint8\"),Y)}else{var X=t.color.length;H=c.mallocUint8(4*X);for(var Z=0;Z<X;Z++)H.set(l(t.color[Z]||0,\"uint8\"),4*Z)}this.color=H}else this.color=l(t.color,\"uint8\");if(t.position||t.text||t.color||t.baseline||t.align||t.font||t.offset||t.opacity)if(this.color.length>4||this.baselineOffset.length>1||this.align&&this.align.length>1||this.fontAtlas.length>1||this.positionOffset.length>2){var K=Math.max(.5*this.position.length||0,.25*this.color.length||0,this.baselineOffset.length||0,this.alignOffset.length||0,this.font.length||0,this.opacity.length||0,.5*this.positionOffset.length||0);this.batch=Array(K);for(var J=0;J<this.batch.length;J++)this.batch[J]={count:this.counts.length>1?this.counts[J]:this.counts[0],offset:this.textOffsets.length>1?this.textOffsets[J]:this.textOffsets[0],color:this.color?this.color.length<=4?this.color:this.color.subarray(4*J,4*J+4):[0,0,0,255],opacity:Array.isArray(this.opacity)?this.opacity[J]:this.opacity,baseline:null!=this.baselineOffset[J]?this.baselineOffset[J]:this.baselineOffset[0],align:this.align?null!=this.alignOffset[J]?this.alignOffset[J]:this.alignOffset[0]:0,atlas:this.fontAtlas[J]||this.fontAtlas[0],positionOffset:this.positionOffset.length>2?this.positionOffset.subarray(2*J,2*J+2):this.positionOffset}}else this.count?this.batch=[{count:this.count,offset:0,color:this.color||[0,0,0,255],opacity:Array.isArray(this.opacity)?this.opacity[0]:this.opacity,baseline:this.baselineOffset[0],align:this.alignOffset?this.alignOffset[0]:0,atlas:this.fontAtlas[0],positionOffset:this.positionOffset}]:this.batch=[]},T.prototype.destroy=function(){},T.prototype.kerning=!0,T.prototype.position={constant:new Float32Array(2)},T.prototype.translate=null,T.prototype.scale=null,T.prototype.font=null,T.prototype.text=\"\",T.prototype.positionOffset=[0,0],T.prototype.opacity=1,T.prototype.color=new Uint8Array([0,0,0,255]),T.prototype.alignOffset=[0,0],T.maxAtlasSize=1024,T.atlasCanvas=document.createElement(\"canvas\"),T.atlasContext=T.atlasCanvas.getContext(\"2d\",{alpha:!1}),T.baseFontSize=64,T.fonts={},t.exports=T},55212:function(t,e,r){\"use strict\";var n=r(55616);function 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n=t.segments({inverted:!1,regions:[]}),i=0;i<e.coordinates.length;i++)n=t.selectUnion(t.combine(n,r(e.coordinates[i])));return t.polygon(n)}throw new Error(\"PolyBool: Cannot convert GeoJSON object to PolyBool polygon\")},fromPolygon:function(t,e,r){function n(t,r){return e.pointInsideRegion([.5*(t[0][0]+t[1][0]),.5*(t[0][1]+t[1][1])],r)}function i(t){return{region:t,children:[]}}r=t.polygon(t.segments(r));var a=i(null);function o(t,e){for(var r=0;r<t.children.length;r++)if(n(e,(s=t.children[r]).region))return void o(s,e);var a=i(e);for(r=0;r<t.children.length;r++){var s;n((s=t.children[r]).region,e)&&(a.children.push(s),t.children.splice(r,1),r--)}t.children.push(a)}for(var s=0;s<r.regions.length;s++){var l=r.regions[s];l.length<3||o(a,l)}function u(t,e){for(var r=0,n=t[t.length-1][0],i=t[t.length-1][1],a=[],o=0;o<t.length;o++){var s=t[o][0],l=t[o][1];a.push([s,l]),r+=l*n-s*i,n=s,i=l}return r<0!==e&&a.reverse(),a.push([a[0][0],a[0][1]]),a}var c=[];function f(t){var e=[u(t.region,!1)];c.push(e);for(var r=0;r<t.children.length;r++)e.push(h(t.children[r]))}function h(t){for(var e=0;e<t.children.length;e++)f(t.children[e]);return u(t.region,!0)}for(s=0;s<a.children.length;s++)f(a.children[s]);return c.length<=0?{type:\"Polygon\",coordinates:[]}:1==c.length?{type:\"Polygon\",coordinates:c[0]}:{type:\"MultiPolygon\",coordinates:c}}};t.exports=e},72200:function(t,e,r){var n=r(48088);t.exports=function(t,e,r){function i(t,e,n){return{id:r?r.segmentId():-1,start:t,end:e,myFill:{above:n.myFill.above,below:n.myFill.below},otherFill:null}}var a=n.create();function o(t,r){a.insertBefore(t,(function(n){return i=t.isStart,a=t.pt,o=r,s=n.isStart,l=n.pt,u=n.other.pt,(0!==(c=e.pointsCompare(a,l))?c:e.pointsSame(o,u)?0:i!==s?i?1:-1:e.pointAboveOrOnLine(o,s?l:u,s?u:l)?1:-1)<0;var i,a,o,s,l,u,c}))}function s(t,e){var r=function(t,e){var r=n.node({isStart:!0,pt:t.start,seg:t,primary:e,other:null,status:null});return o(r,t.end),r}(t,e);return function(t,e,r){var 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y,m,x=g();if(x)t?(m=null===h.seg.myFill.below||h.seg.myFill.above!==h.seg.myFill.below)&&(x.seg.myFill.above=!x.seg.myFill.above):x.seg.otherFill=h.seg.myFill,r&&r.segmentUpdate(x.seg),h.other.remove(),h.remove();if(a.getHead()!==h){r&&r.rewind(h.seg);continue}t?(m=null===h.seg.myFill.below||h.seg.myFill.above!==h.seg.myFill.below,h.seg.myFill.below=v?v.seg.myFill.above:i,h.seg.myFill.above=m?!h.seg.myFill.below:h.seg.myFill.below):null===h.seg.otherFill&&(y=v?h.primary===v.primary?v.seg.otherFill.above:v.seg.myFill.above:h.primary?o:i,h.seg.otherFill={above:y,below:y}),r&&r.status(h.seg,!!d&&d.seg,!!v&&v.seg),h.other.status=p.insert(n.node({ev:h}))}else{var b=h.status;if(null===b)throw new Error(\"PolyBool: Zero-length segment detected; your epsilon is probably too small or too large\");if(s.exists(b.prev)&&s.exists(b.next)&&c(b.prev.ev,b.next.ev),r&&r.statusRemove(b.ev.seg),b.remove(),!h.primary){var 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r=t.root,n=t.root.next;null!==n&&!e(n);)r=n,n=n.next;return{before:r===t.root?null:r,after:n,insert:function(t){return t.prev=r,t.next=n,r.next=t,null!==n&&(n.prev=t),t}}}};return t},node:function(t){return t.prev=null,t.next=null,t.remove=function(){t.prev.next=t.next,t.next&&(t.next.prev=t.prev),t.prev=null,t.next=null},t}}},11403:function(t){t.exports=function(t,e,r){var n=[],i=[];return t.forEach((function(t){var a=t.start,o=t.end;if(e.pointsSame(a,o))console.warn(\"PolyBool: Warning: Zero-length segment detected; your epsilon is probably too small or too large\");else{r&&r.chainStart(t);for(var s={index:0,matches_head:!1,matches_pt1:!1},l={index:0,matches_head:!1,matches_pt1:!1},u=s,c=0;c<n.length;c++){var f=(g=n[c])[0],h=(g[1],g[g.length-1]);if(g[g.length-2],e.pointsSame(f,a)){if(k(c,!0,!0))break}else if(e.pointsSame(f,o)){if(k(c,!0,!1))break}else if(e.pointsSame(h,a)){if(k(c,!1,!0))break}else if(e.pointsSame(h,o)&&k(c,!1,!1))break}if(u===s)return 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a=n[t],o=n[i],s=a[a.length-1],l=a[a.length-2],u=o[0],c=o[1];e.pointsCollinear(l,s,u)&&(r&&r.chainRemoveTail(t,s),a.pop(),s=l),e.pointsCollinear(s,u,c)&&(r&&r.chainRemoveHead(i,u),o.shift()),r&&r.chainJoin(t,i),n[t]=a.concat(o),n.splice(i,1)}})),i}},82368:function(t){function e(t,e,r){var n=[];return t.forEach((function(t){var i=(t.myFill.above?8:0)+(t.myFill.below?4:0)+(t.otherFill&&t.otherFill.above?2:0)+(t.otherFill&&t.otherFill.below?1:0);0!==e[i]&&n.push({id:r?r.segmentId():-1,start:t.start,end:t.end,myFill:{above:1===e[i],below:2===e[i]},otherFill:null})})),r&&r.selected(n),n}var r={union:function(t,r){return e(t,[0,2,1,0,2,2,0,0,1,0,1,0,0,0,0,0],r)},intersect:function(t,r){return e(t,[0,0,0,0,0,2,0,2,0,0,1,1,0,2,1,0],r)},difference:function(t,r){return e(t,[0,0,0,0,2,0,2,0,1,1,0,0,0,1,2,0],r)},differenceRev:function(t,r){return e(t,[0,2,1,0,0,0,1,1,0,2,0,2,0,0,0,0],r)},xor:function(t,r){return e(t,[0,2,1,0,2,0,0,1,1,0,0,2,0,1,2,0],r)}};t.exports=r},9696:function(t,e,r){\"use 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this.big_endian?16777216*r[t]+65536*r[t+1]+256*r[t+2]+r[t+3]:r[t]+256*r[t+1]+65536*r[t+2]+16777216*r[t+3]},n.prototype.is_subifd_link=function(t,e){return 0===t&&34665===e||0===t&&34853===e||34665===t&&40965===e},n.prototype.exif_format_length=function(t){switch(t){case 1:case 2:case 6:case 7:return 1;case 3:case 8:return 2;case 4:case 9:case 11:return 4;case 5:case 10:case 12:return 8;default:return 0}},n.prototype.exif_format_read=function(t,e){var r;switch(t){case 1:case 2:return this.input[e];case 6:return(r=this.input[e])|33554430*(128&r);case 3:return this.read_uint16(e);case 8:return(r=this.read_uint16(e))|131070*(32768&r);case 4:return this.read_uint32(e);case 9:return 0|this.read_uint32(e);default:return null}},n.prototype.scan_ifd=function(t,n,i){var a=this.read_uint16(n);n+=2;for(var o=0;o<a;o++){var s=this.read_uint16(n),l=this.read_uint16(n+2),u=this.read_uint32(n+4),c=this.exif_format_length(l),f=u*c,h=f<=4?n+8:this.read_uint32(n+8),p=!1;if(h+f>this.input.length)throw e(\"unexpected EOF\",\"EBADDATA\");for(var d=[],v=h,g=0;g<u;g++,v+=c){var y=this.exif_format_read(l,v);if(null===y){d=null;break}d.push(y)}if(Array.isArray(d)&&2===l&&(d=r(String.fromCharCode.apply(null,d)))&&\"\\0\"===d[d.length-1]&&(d=d.slice(0,-1)),this.is_subifd_link(t,s)&&Array.isArray(d)&&Number.isInteger(d[0])&&d[0]>0&&(this.ifds_to_read.push({id:s,offset:d[0]}),p=!0),!1===i({is_big_endian:this.big_endian,ifd:t,tag:s,format:l,count:u,entry_offset:n+this.start,data_length:f,data_offset:h+this.start,value:d,is_subifd_link:p}))return void(this.aborted=!0);n+=12}0===t&&this.ifds_to_read.push({id:1,offset:this.read_uint32(n)})},t.exports.ExifParser=n,t.exports.get_orientation=function(t){var e=0;try{return new n(t,0,t.length).each((function(t){if(0===t.ifd&&274===t.tag&&Array.isArray(t.value))return e=t.value[0],!1})),e}catch(t){return-1}}},44600:function(t,e,r){\"use strict\";var n=r(9696).eW,i=r(9696).eI;function a(t,e){if(t.length<4+e)return null;var r=i(t,e);return 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t=l(t,\"float64\"),r.count=Math.floor(t.length/2),r.bounds=n(t,2),r.offset=e,e+=r.count,t}},{color:function(t,e){var r=e.count;if(t||(t=\"transparent\"),!Array.isArray(t)||\"number\"==typeof t[0]){var n=t;t=Array(r);for(var a=0;a<r;a++)t[a]=n}if(t.length<r)throw Error(\"Not enough colors\");for(var o=new Uint8Array(4*r),s=0;s<r;s++){var l=i(t[s],\"uint8\");o.set(l,4*s)}return o},range:function(t,e,r){var n=e.bounds;return t||(t=n),e.scale=[1/(t[2]-t[0]),1/(t[3]-t[1])],e.translate=[-t[0],-t[1]],e.scaleFract=f(e.scale),e.translateFract=f(e.translate),t},viewport:function(t){var e;return Array.isArray(t)?e={x:t[0],y:t[1],width:t[2]-t[0],height:t[3]-t[1]}:t?(e={x:t.x||t.left||0,y:t.y||t.top||0},t.right?e.width=t.right-e.x:e.width=t.w||t.width||0,t.bottom?e.height=t.bottom-e.y:e.height=t.h||t.height||0):e={x:0,y:0,width:y.drawingBufferWidth,height:y.drawingBufferHeight},e}}]),c):c})),e||r){var h=x.reduce((function(t,e,r){return t+(e?e.count:0)}),0),g=new Float64Array(2*h),_=new Uint8Array(4*h),w=new Float32Array(4*h);x.forEach((function(t,e){if(t){var r=t.positions,n=t.count,i=t.offset,a=t.color,o=t.errors;n&&(_.set(a,4*i),w.set(o,4*i),g.set(r,2*i))}}));var T=c(g);u(T);var k=f(g,T);p(k),d(_),v(w)}}}function k(){u.destroy(),p.destroy(),d.destroy(),v.destroy(),g.destroy()}};var h=[[1,0,0,1,0,0],[1,0,0,-1,0,0],[-1,0,0,-1,0,0],[-1,0,0,-1,0,0],[-1,0,0,1,0,0],[1,0,0,1,0,0],[1,0,-1,0,0,1],[1,0,-1,0,0,-1],[1,0,1,0,0,-1],[1,0,1,0,0,-1],[1,0,1,0,0,1],[1,0,-1,0,0,1],[-1,0,-1,0,0,1],[-1,0,-1,0,0,-1],[-1,0,1,0,0,-1],[-1,0,1,0,0,-1],[-1,0,1,0,0,1],[-1,0,-1,0,0,1],[0,1,1,0,0,0],[0,1,-1,0,0,0],[0,-1,-1,0,0,0],[0,-1,-1,0,0,0],[0,1,1,0,0,0],[0,-1,1,0,0,0],[0,1,0,-1,1,0],[0,1,0,-1,-1,0],[0,1,0,1,-1,0],[0,1,0,1,1,0],[0,1,0,-1,1,0],[0,1,0,1,-1,0],[0,-1,0,-1,1,0],[0,-1,0,-1,-1,0],[0,-1,0,1,-1,0],[0,-1,0,1,1,0],[0,-1,0,-1,1,0],[0,-1,0,1,-1,0]]},13472:function(t,e,r){\"use strict\";var n=r(72160),i=r(76752),a=r(50896),o=r(55616),s=r(47520),l=r(28912),u=r(71152),c=r(37816),f=c.float32,h=c.fract32,p=r(60463),d=r(51160),v=r(10272);function g(t,e){if(!(this instanceof g))return new g(t,e);if(\"function\"==typeof t?(e||(e={}),e.regl=t):e=t,e.length&&(e.positions=e),!(t=e.regl).hasExtension(\"ANGLE_instanced_arrays\"))throw Error(\"regl-error2d: `ANGLE_instanced_arrays` extension should be enabled\");this.gl=t._gl,this.regl=t,this.passes=[],this.shaders=g.shaders.has(t)?g.shaders.get(t):g.shaders.set(t,g.createShaders(t)).get(t),this.update(e)}t.exports=g,g.dashMult=2,g.maxPatternLength=256,g.precisionThreshold=3e6,g.maxPoints=1e4,g.maxLines=2048,g.shaders=new p,g.createShaders=function(t){var e,r=t.buffer({usage:\"static\",type:\"float\",data:[0,1,0,0,1,1,1,0]}),n={primitive:\"triangle strip\",instances:t.prop(\"count\"),count:4,offset:0,uniforms:{miterMode:function(t,e){return\"round\"===e.join?2:1},miterLimit:t.prop(\"miterLimit\"),scale:t.prop(\"scale\"),scaleFract:t.prop(\"scaleFract\"),translateFract:t.prop(\"translateFract\"),translate:t.prop(\"translate\"),thickness:t.prop(\"thickness\"),dashTexture:t.prop(\"dashTexture\"),opacity:t.prop(\"opacity\"),pixelRatio:t.context(\"pixelRatio\"),id:t.prop(\"id\"),dashLength:t.prop(\"dashLength\"),viewport:function(t,e){return[e.viewport.x,e.viewport.y,t.viewportWidth,t.viewportHeight]},depth:t.prop(\"depth\")},blend:{enable:!0,color:[0,0,0,0],equation:{rgb:\"add\",alpha:\"add\"},func:{srcRGB:\"src alpha\",dstRGB:\"one minus src alpha\",srcAlpha:\"one minus dst alpha\",dstAlpha:\"one\"}},depth:{enable:function(t,e){return!e.overlay}},stencil:{enable:!1},scissor:{enable:!0,box:t.prop(\"viewport\")},viewport:t.prop(\"viewport\")},i=t(a({vert:\"\\nprecision highp float;\\n\\nattribute vec2 aCoord, bCoord, aCoordFract, bCoordFract;\\nattribute vec4 color;\\nattribute float lineEnd, lineTop;\\n\\nuniform vec2 scale, scaleFract, translate, translateFract;\\nuniform float thickness, pixelRatio, id, depth;\\nuniform vec4 viewport;\\n\\nvarying vec4 fragColor;\\nvarying vec2 tangent;\\n\\nvec2 project(vec2 position, vec2 positionFract, vec2 scale, vec2 scaleFract, vec2 translate, vec2 translateFract) {\\n\\t// the order is important\\n\\treturn position * scale + translate\\n       + positionFract * scale + translateFract\\n       + position * scaleFract\\n       + positionFract * scaleFract;\\n}\\n\\nvoid main() {\\n\\tfloat lineStart = 1. - lineEnd;\\n\\tfloat lineOffset = lineTop * 2. - 1.;\\n\\n\\tvec2 diff = (bCoord + bCoordFract - aCoord - aCoordFract);\\n\\ttangent = normalize(diff * scale * viewport.zw);\\n\\tvec2 normal = vec2(-tangent.y, tangent.x);\\n\\n\\tvec2 position = project(aCoord, aCoordFract, scale, scaleFract, translate, translateFract) * lineStart\\n\\t\\t+ project(bCoord, bCoordFract, scale, scaleFract, translate, translateFract) * lineEnd\\n\\n\\t\\t+ thickness * normal * .5 * lineOffset / viewport.zw;\\n\\n\\tgl_Position = vec4(position * 2.0 - 1.0, depth, 1);\\n\\n\\tfragColor = color / 255.;\\n}\\n\",frag:\"\\nprecision highp float;\\n\\nuniform float dashLength, pixelRatio, thickness, opacity, id;\\nuniform sampler2D dashTexture;\\n\\nvarying vec4 fragColor;\\nvarying vec2 tangent;\\n\\nvoid main() {\\n\\tfloat alpha = 1.;\\n\\n\\tfloat t = fract(dot(tangent, gl_FragCoord.xy) / dashLength) * .5 + .25;\\n\\tfloat dash = texture2D(dashTexture, vec2(t, .5)).r;\\n\\n\\tgl_FragColor = fragColor;\\n\\tgl_FragColor.a *= alpha * opacity * dash;\\n}\\n\",attributes:{lineEnd:{buffer:r,divisor:0,stride:8,offset:0},lineTop:{buffer:r,divisor:0,stride:8,offset:4},aCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:8,divisor:1},bCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:16,divisor:1},aCoordFract:{buffer:t.prop(\"positionFractBuffer\"),stride:8,offset:8,divisor:1},bCoordFract:{buffer:t.prop(\"positionFractBuffer\"),stride:8,offset:16,divisor:1},color:{buffer:t.prop(\"colorBuffer\"),stride:4,offset:0,divisor:1}}},n));try{e=t(a({cull:{enable:!0,face:\"back\"},vert:\"\\nprecision highp float;\\n\\nattribute vec2 aCoord, bCoord, nextCoord, prevCoord;\\nattribute vec4 aColor, bColor;\\nattribute float lineEnd, lineTop;\\n\\nuniform vec2 scale, translate;\\nuniform float thickness, pixelRatio, id, depth;\\nuniform vec4 viewport;\\nuniform float miterLimit, miterMode;\\n\\nvarying vec4 fragColor;\\nvarying vec4 startCutoff, endCutoff;\\nvarying vec2 tangent;\\nvarying vec2 startCoord, endCoord;\\nvarying float enableStartMiter, enableEndMiter;\\n\\nconst float REVERSE_THRESHOLD = -.875;\\nconst float MIN_DIFF = 1e-6;\\n\\n// TODO: possible optimizations: avoid overcalculating all for vertices and calc just one instead\\n// TODO: precalculate dot products, normalize things beforehead etc.\\n// TODO: refactor to rectangular algorithm\\n\\nfloat distToLine(vec2 p, vec2 a, vec2 b) {\\n\\tvec2 diff = b - a;\\n\\tvec2 perp = normalize(vec2(-diff.y, diff.x));\\n\\treturn dot(p - a, perp);\\n}\\n\\nbool isNaN( float val ){\\n  return ( val < 0.0 || 0.0 < val || val == 0.0 ) ? false : true;\\n}\\n\\nvoid main() {\\n\\tvec2 aCoord = aCoord, bCoord = bCoord, prevCoord = prevCoord, nextCoord = nextCoord;\\n\\n  vec2 adjustedScale;\\n  adjustedScale.x = (abs(scale.x) < MIN_DIFF) ? MIN_DIFF : scale.x;\\n  adjustedScale.y = (abs(scale.y) < MIN_DIFF) ? MIN_DIFF : scale.y;\\n\\n  vec2 scaleRatio = adjustedScale * viewport.zw;\\n\\tvec2 normalWidth = thickness / scaleRatio;\\n\\n\\tfloat lineStart = 1. - lineEnd;\\n\\tfloat lineBot = 1. - lineTop;\\n\\n\\tfragColor = (lineStart * aColor + lineEnd * bColor) / 255.;\\n\\n\\tif (isNaN(aCoord.x) || isNaN(aCoord.y) || isNaN(bCoord.x) || isNaN(bCoord.y)) return;\\n\\n\\tif (aCoord == prevCoord) prevCoord = aCoord + normalize(bCoord - aCoord);\\n\\tif (bCoord == nextCoord) nextCoord = bCoord - normalize(bCoord - aCoord);\\n\\n\\n\\tvec2 prevDiff = aCoord - prevCoord;\\n\\tvec2 currDiff = bCoord - aCoord;\\n\\tvec2 nextDiff = nextCoord - bCoord;\\n\\n\\tvec2 prevTangent = normalize(prevDiff * scaleRatio);\\n\\tvec2 currTangent = normalize(currDiff * scaleRatio);\\n\\tvec2 nextTangent = normalize(nextDiff * scaleRatio);\\n\\n\\tvec2 prevNormal = vec2(-prevTangent.y, prevTangent.x);\\n\\tvec2 currNormal = vec2(-currTangent.y, currTangent.x);\\n\\tvec2 nextNormal = vec2(-nextTangent.y, nextTangent.x);\\n\\n\\tvec2 startJoinDirection = normalize(prevTangent - currTangent);\\n\\tvec2 endJoinDirection = normalize(currTangent - nextTangent);\\n\\n\\t// collapsed/unidirectional segment cases\\n\\t// FIXME: there should be more elegant solution\\n\\tvec2 prevTanDiff = abs(prevTangent - currTangent);\\n\\tvec2 nextTanDiff = abs(nextTangent - currTangent);\\n\\tif (max(prevTanDiff.x, prevTanDiff.y) < MIN_DIFF) {\\n\\t\\tstartJoinDirection = currNormal;\\n\\t}\\n\\tif (max(nextTanDiff.x, nextTanDiff.y) < MIN_DIFF) {\\n\\t\\tendJoinDirection = currNormal;\\n\\t}\\n\\tif (aCoord == bCoord) {\\n\\t\\tendJoinDirection = startJoinDirection;\\n\\t\\tcurrNormal = prevNormal;\\n\\t\\tcurrTangent = prevTangent;\\n\\t}\\n\\n\\ttangent = currTangent;\\n\\n\\t//calculate join shifts relative to normals\\n\\tfloat startJoinShift = dot(currNormal, startJoinDirection);\\n\\tfloat endJoinShift = dot(currNormal, endJoinDirection);\\n\\n\\tfloat startMiterRatio = abs(1. / startJoinShift);\\n\\tfloat endMiterRatio = abs(1. / endJoinShift);\\n\\n\\tvec2 startJoin = startJoinDirection * startMiterRatio;\\n\\tvec2 endJoin = endJoinDirection * endMiterRatio;\\n\\n\\tvec2 startTopJoin, startBotJoin, endTopJoin, endBotJoin;\\n\\tstartTopJoin = sign(startJoinShift) * startJoin * .5;\\n\\tstartBotJoin = -startTopJoin;\\n\\n\\tendTopJoin = sign(endJoinShift) * endJoin * .5;\\n\\tendBotJoin = -endTopJoin;\\n\\n\\tvec2 aTopCoord = aCoord + normalWidth * startTopJoin;\\n\\tvec2 bTopCoord = bCoord + normalWidth * endTopJoin;\\n\\tvec2 aBotCoord = aCoord + normalWidth * startBotJoin;\\n\\tvec2 bBotCoord = bCoord + normalWidth * endBotJoin;\\n\\n\\t//miter anti-clipping\\n\\tfloat baClipping = distToLine(bCoord, aCoord, aBotCoord) / dot(normalize(normalWidth * endBotJoin), normalize(normalWidth.yx * vec2(-startBotJoin.y, startBotJoin.x)));\\n\\tfloat abClipping = distToLine(aCoord, bCoord, bTopCoord) / dot(normalize(normalWidth * startBotJoin), normalize(normalWidth.yx * vec2(-endBotJoin.y, endBotJoin.x)));\\n\\n\\t//prevent close to reverse direction switch\\n\\tbool prevReverse = dot(currTangent, prevTangent) <= REVERSE_THRESHOLD && abs(dot(currTangent, prevNormal)) * min(length(prevDiff), length(currDiff)) <  length(normalWidth * currNormal);\\n\\tbool nextReverse = dot(currTangent, nextTangent) <= REVERSE_THRESHOLD && abs(dot(currTangent, nextNormal)) * min(length(nextDiff), length(currDiff)) <  length(normalWidth * currNormal);\\n\\n\\tif (prevReverse) {\\n\\t\\t//make join rectangular\\n\\t\\tvec2 miterShift = normalWidth * startJoinDirection * miterLimit * .5;\\n\\t\\tfloat normalAdjust = 1. - min(miterLimit / startMiterRatio, 1.);\\n\\t\\taBotCoord = aCoord + miterShift - normalAdjust * normalWidth * currNormal * .5;\\n\\t\\taTopCoord = aCoord + miterShift + normalAdjust * normalWidth * currNormal * .5;\\n\\t}\\n\\telse if (!nextReverse && baClipping > 0. && baClipping < length(normalWidth * endBotJoin)) {\\n\\t\\t//handle miter clipping\\n\\t\\tbTopCoord -= normalWidth * endTopJoin;\\n\\t\\tbTopCoord += normalize(endTopJoin * normalWidth) * baClipping;\\n\\t}\\n\\n\\tif (nextReverse) {\\n\\t\\t//make join rectangular\\n\\t\\tvec2 miterShift = normalWidth * endJoinDirection * miterLimit * .5;\\n\\t\\tfloat normalAdjust = 1. - min(miterLimit / endMiterRatio, 1.);\\n\\t\\tbBotCoord = bCoord + miterShift - normalAdjust * normalWidth * currNormal * .5;\\n\\t\\tbTopCoord = bCoord + miterShift + normalAdjust * normalWidth * currNormal * .5;\\n\\t}\\n\\telse if (!prevReverse && abClipping > 0. && abClipping < length(normalWidth * startBotJoin)) {\\n\\t\\t//handle miter clipping\\n\\t\\taBotCoord -= normalWidth * startBotJoin;\\n\\t\\taBotCoord += normalize(startBotJoin * normalWidth) * abClipping;\\n\\t}\\n\\n\\tvec2 aTopPosition = (aTopCoord) * adjustedScale + translate;\\n\\tvec2 aBotPosition = (aBotCoord) * adjustedScale + translate;\\n\\n\\tvec2 bTopPosition = (bTopCoord) * adjustedScale + translate;\\n\\tvec2 bBotPosition = (bBotCoord) * adjustedScale + translate;\\n\\n\\t//position is normalized 0..1 coord on the screen\\n\\tvec2 position = (aTopPosition * lineTop + aBotPosition * lineBot) * lineStart + (bTopPosition * lineTop + bBotPosition * lineBot) * lineEnd;\\n\\n\\tstartCoord = aCoord * scaleRatio + translate * viewport.zw + viewport.xy;\\n\\tendCoord = bCoord * scaleRatio + translate * viewport.zw + viewport.xy;\\n\\n\\tgl_Position = vec4(position  * 2.0 - 1.0, depth, 1);\\n\\n\\tenableStartMiter = step(dot(currTangent, prevTangent), .5);\\n\\tenableEndMiter = step(dot(currTangent, nextTangent), .5);\\n\\n\\t//bevel miter cutoffs\\n\\tif (miterMode == 1.) {\\n\\t\\tif (enableStartMiter == 1.) {\\n\\t\\t\\tvec2 startMiterWidth = vec2(startJoinDirection) * thickness * miterLimit * .5;\\n\\t\\t\\tstartCutoff = vec4(aCoord, aCoord);\\n\\t\\t\\tstartCutoff.zw += vec2(-startJoinDirection.y, startJoinDirection.x) / scaleRatio;\\n\\t\\t\\tstartCutoff = startCutoff * scaleRatio.xyxy + translate.xyxy * viewport.zwzw;\\n\\t\\t\\tstartCutoff += viewport.xyxy;\\n\\t\\t\\tstartCutoff += startMiterWidth.xyxy;\\n\\t\\t}\\n\\n\\t\\tif (enableEndMiter == 1.) {\\n\\t\\t\\tvec2 endMiterWidth = vec2(endJoinDirection) * thickness * miterLimit * .5;\\n\\t\\t\\tendCutoff = vec4(bCoord, bCoord);\\n\\t\\t\\tendCutoff.zw += vec2(-endJoinDirection.y, endJoinDirection.x)  / scaleRatio;\\n\\t\\t\\tendCutoff = endCutoff * scaleRatio.xyxy + translate.xyxy * viewport.zwzw;\\n\\t\\t\\tendCutoff += viewport.xyxy;\\n\\t\\t\\tendCutoff += endMiterWidth.xyxy;\\n\\t\\t}\\n\\t}\\n\\n\\t//round miter cutoffs\\n\\telse if (miterMode == 2.) {\\n\\t\\tif (enableStartMiter == 1.) {\\n\\t\\t\\tvec2 startMiterWidth = vec2(startJoinDirection) * thickness * abs(dot(startJoinDirection, currNormal)) * .5;\\n\\t\\t\\tstartCutoff = vec4(aCoord, aCoord);\\n\\t\\t\\tstartCutoff.zw += vec2(-startJoinDirection.y, startJoinDirection.x) / scaleRatio;\\n\\t\\t\\tstartCutoff = startCutoff * scaleRatio.xyxy + translate.xyxy * viewport.zwzw;\\n\\t\\t\\tstartCutoff += viewport.xyxy;\\n\\t\\t\\tstartCutoff += startMiterWidth.xyxy;\\n\\t\\t}\\n\\n\\t\\tif (enableEndMiter == 1.) {\\n\\t\\t\\tvec2 endMiterWidth = vec2(endJoinDirection) * thickness * abs(dot(endJoinDirection, currNormal)) * .5;\\n\\t\\t\\tendCutoff = vec4(bCoord, bCoord);\\n\\t\\t\\tendCutoff.zw += vec2(-endJoinDirection.y, endJoinDirection.x)  / scaleRatio;\\n\\t\\t\\tendCutoff = endCutoff * scaleRatio.xyxy + translate.xyxy * viewport.zwzw;\\n\\t\\t\\tendCutoff += viewport.xyxy;\\n\\t\\t\\tendCutoff += endMiterWidth.xyxy;\\n\\t\\t}\\n\\t}\\n}\\n\",frag:\"\\nprecision highp float;\\n\\nuniform float dashLength, pixelRatio, thickness, opacity, id, miterMode;\\nuniform sampler2D dashTexture;\\n\\nvarying vec4 fragColor;\\nvarying vec2 tangent;\\nvarying vec4 startCutoff, endCutoff;\\nvarying vec2 startCoord, endCoord;\\nvarying float enableStartMiter, enableEndMiter;\\n\\nfloat distToLine(vec2 p, vec2 a, vec2 b) {\\n\\tvec2 diff = b - a;\\n\\tvec2 perp = normalize(vec2(-diff.y, diff.x));\\n\\treturn dot(p - a, perp);\\n}\\n\\nvoid main() {\\n\\tfloat alpha = 1., distToStart, distToEnd;\\n\\tfloat cutoff = thickness * .5;\\n\\n\\t//bevel miter\\n\\tif (miterMode == 1.) {\\n\\t\\tif (enableStartMiter == 1.) {\\n\\t\\t\\tdistToStart = distToLine(gl_FragCoord.xy, startCutoff.xy, startCutoff.zw);\\n\\t\\t\\tif (distToStart < -1.) {\\n\\t\\t\\t\\tdiscard;\\n\\t\\t\\t\\treturn;\\n\\t\\t\\t}\\n\\t\\t\\talpha *= min(max(distToStart + 1., 0.), 1.);\\n\\t\\t}\\n\\n\\t\\tif (enableEndMiter == 1.) {\\n\\t\\t\\tdistToEnd = distToLine(gl_FragCoord.xy, endCutoff.xy, endCutoff.zw);\\n\\t\\t\\tif (distToEnd < -1.) {\\n\\t\\t\\t\\tdiscard;\\n\\t\\t\\t\\treturn;\\n\\t\\t\\t}\\n\\t\\t\\talpha *= min(max(distToEnd + 1., 0.), 1.);\\n\\t\\t}\\n\\t}\\n\\n\\t// round miter\\n\\telse if (miterMode == 2.) {\\n\\t\\tif (enableStartMiter == 1.) {\\n\\t\\t\\tdistToStart = distToLine(gl_FragCoord.xy, startCutoff.xy, startCutoff.zw);\\n\\t\\t\\tif (distToStart < 0.) {\\n\\t\\t\\t\\tfloat radius = length(gl_FragCoord.xy - startCoord);\\n\\n\\t\\t\\t\\tif(radius > cutoff + .5) {\\n\\t\\t\\t\\t\\tdiscard;\\n\\t\\t\\t\\t\\treturn;\\n\\t\\t\\t\\t}\\n\\n\\t\\t\\t\\talpha -= smoothstep(cutoff - .5, cutoff + .5, radius);\\n\\t\\t\\t}\\n\\t\\t}\\n\\n\\t\\tif (enableEndMiter == 1.) {\\n\\t\\t\\tdistToEnd = distToLine(gl_FragCoord.xy, endCutoff.xy, endCutoff.zw);\\n\\t\\t\\tif (distToEnd < 0.) {\\n\\t\\t\\t\\tfloat radius = length(gl_FragCoord.xy - endCoord);\\n\\n\\t\\t\\t\\tif(radius > cutoff + .5) {\\n\\t\\t\\t\\t\\tdiscard;\\n\\t\\t\\t\\t\\treturn;\\n\\t\\t\\t\\t}\\n\\n\\t\\t\\t\\talpha -= smoothstep(cutoff - .5, cutoff + .5, radius);\\n\\t\\t\\t}\\n\\t\\t}\\n\\t}\\n\\n\\tfloat t = fract(dot(tangent, gl_FragCoord.xy) / dashLength) * .5 + .25;\\n\\tfloat dash = texture2D(dashTexture, vec2(t, .5)).r;\\n\\n\\tgl_FragColor = fragColor;\\n\\tgl_FragColor.a *= alpha * opacity * dash;\\n}\\n\",attributes:{lineEnd:{buffer:r,divisor:0,stride:8,offset:0},lineTop:{buffer:r,divisor:0,stride:8,offset:4},aColor:{buffer:t.prop(\"colorBuffer\"),stride:4,offset:0,divisor:1},bColor:{buffer:t.prop(\"colorBuffer\"),stride:4,offset:4,divisor:1},prevCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:0,divisor:1},aCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:8,divisor:1},bCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:16,divisor:1},nextCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:24,divisor:1}}},n))}catch(t){e=i}return{fill:t({primitive:\"triangle\",elements:function(t,e){return e.triangles},offset:0,vert:\"\\nprecision highp float;\\n\\nattribute vec2 position, positionFract;\\n\\nuniform vec4 color;\\nuniform vec2 scale, scaleFract, translate, translateFract;\\nuniform float pixelRatio, id;\\nuniform vec4 viewport;\\nuniform float opacity;\\n\\nvarying vec4 fragColor;\\n\\nconst float MAX_LINES = 256.;\\n\\nvoid main() {\\n\\tfloat 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at=0;at<t.dashes.length;++at){for(var ot=0,st=t.dashes[at]*g.dashMult*.5;ot<st;++ot)Q[rt++]=nt;nt^=255}}y.dashLength=tt,y.dashTexture({channels:1,data:Q,width:Q.length,height:1,mag:\"linear\",min:\"linear\"},0,0)}if(t.color){var lt=y.count,ut=t.color;ut||(ut=\"transparent\");var ct=new Uint8Array(4*lt+4);if(Array.isArray(ut)&&\"number\"!=typeof ut[0]){for(var ft=0;ft<lt;ft++){var ht=n(ut[ft],\"uint8\");ct.set(ht,4*ft)}ct.set(n(ut[0],\"uint8\"),4*lt)}else for(var pt=n(ut,\"uint8\"),dt=0;dt<lt+1;dt++)ct.set(pt,4*dt);y.colorBuffer({usage:\"dynamic\",type:\"uint8\",data:ct})}}else e.passes[p]=null})),t.length<this.passes.length){for(var p=t.length;p<this.passes.length;p++){var y=this.passes[p];y&&(y.colorBuffer.destroy(),y.positionBuffer.destroy(),y.dashTexture.destroy())}this.passes.length=t.length}for(var m=[],x=0;x<this.passes.length;x++)null!==this.passes[x]&&m.push(this.passes[x]);return this.passes=m,this}},g.prototype.destroy=function(){return 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Uint8Array(1020),width:255,height:1,type:\"uint8\",format:\"rgba\",wrapS:\"clamp\",wrapT:\"clamp\",mag:\"nearest\",min:\"nearest\"}),c(this,{regl:t,gl:i,groups:[],markerCache:[null],markerTextures:[null],palette:a,paletteIds:{},paletteTexture:n,maxColors:255,maxSize:100,canvas:i.canvas}),this.update(e);var o={uniforms:{constPointSize:!!e.constPointSize,opacity:t.prop(\"opacity\"),paletteSize:function(t,e){return[r.tooManyColors?0:255,n.height]},pixelRatio:t.context(\"pixelRatio\"),scale:t.prop(\"scale\"),scaleFract:t.prop(\"scaleFract\"),translate:t.prop(\"translate\"),translateFract:t.prop(\"translateFract\"),markerTexture:t.prop(\"markerTexture\"),paletteTexture:n},attributes:{x:function(t,e){return e.xAttr||{buffer:e.positionBuffer,stride:8,offset:0}},y:function(t,e){return e.yAttr||{buffer:e.positionBuffer,stride:8,offset:4}},xFract:function(t,e){return e.xAttr?{constant:[0,0]}:{buffer:e.positionFractBuffer,stride:8,offset:0}},yFract:function(t,e){return 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vec2 pos = (position + translate) * scale\\n      + (positionFract + translateFract) * scale\\n      + (position + translate) * scaleFract\\n      + (positionFract + translateFract) * scaleFract;\\n\\n  gl_Position = vec4(pos * 2. - 1., 0., 1.);\\n\\n  fragColor = color;\\n  fragBorderColor = borderColor;\\n  fragWidth = 1. / gl_PointSize;\\n\\n  fragBorderColorLevel = clamp(borderLevel - borderLevel * borderSize / size, 0., 1.);\\n  fragColorLevel = clamp(borderLevel + (1. - borderLevel) * borderSize / size, 0., 1.);\\n}\\n\"]),this.drawMarker=t(s);var l=c({},o);l.frag=f([\"precision highp float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragColor, fragBorderColor;\\nvarying float fragBorderRadius, fragWidth;\\n\\nuniform float opacity;\\n\\nfloat smoothStep(float edge0, float edge1, float x) {\\n\\tfloat t;\\n\\tt = clamp((x - edge0) / (edge1 - edge0), 0.0, 1.0);\\n\\treturn t * t * (3.0 - 2.0 * t);\\n}\\n\\nvoid main() {\\n\\tfloat radius, alpha = 1.0, delta = fragWidth;\\n\\n\\tradius = length(2.0 * gl_PointCoord.xy - 1.0);\\n\\n\\tif (radius > 1.0 + delta) {\\n\\t\\tdiscard;\\n\\t}\\n\\n\\talpha -= smoothstep(1.0 - delta, 1.0 + delta, radius);\\n\\n\\tfloat borderRadius = fragBorderRadius;\\n\\tfloat ratio = smoothstep(borderRadius - delta, borderRadius + delta, radius);\\n\\tvec4 color = mix(fragColor, fragBorderColor, ratio);\\n\\tcolor.a *= alpha * opacity;\\n\\tgl_FragColor = color;\\n}\\n\"]),l.vert=f([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute float x, y, xFract, yFract;\\nattribute float size, borderSize;\\nattribute vec4 colorId, borderColorId;\\nattribute float isActive;\\n\\n// `invariant` effectively turns off optimizations for the position.\\n// We need this because -fast-math on M1 Macs is re-ordering\\n// floating point operations in a way that causes floating point\\n// precision limits to put points in the wrong locations.\\ninvariant gl_Position;\\n\\nuniform bool constPointSize;\\nuniform float pixelRatio;\\nuniform vec2 paletteSize, scale, scaleFract, translate, translateFract;\\nuniform sampler2D paletteTexture;\\n\\nconst float maxSize = 100.;\\n\\nvarying vec4 fragColor, fragBorderColor;\\nvarying float fragBorderRadius, fragWidth;\\n\\nfloat pointSizeScale = (constPointSize) ? 2. : pixelRatio;\\n\\nbool isDirect = (paletteSize.x < 1.);\\n\\nvec4 getColor(vec4 id) {\\n  return isDirect ? id / 255. : texture2D(paletteTexture,\\n    vec2(\\n      (id.x + .5) / paletteSize.x,\\n      (id.y + .5) / paletteSize.y\\n    )\\n  );\\n}\\n\\nvoid main() {\\n  // ignore inactive points\\n  if (isActive == 0.) return;\\n\\n  vec2 position = vec2(x, y);\\n  vec2 positionFract = vec2(xFract, yFract);\\n\\n  vec4 color = getColor(colorId);\\n  vec4 borderColor = getColor(borderColorId);\\n\\n  float size = size * maxSize / 255.;\\n  float borderSize = borderSize * maxSize / 255.;\\n\\n  gl_PointSize = (size + borderSize) * pointSizeScale;\\n\\n  vec2 pos = (position + translate) * scale\\n      + (positionFract + translateFract) * scale\\n      + (position + translate) * scaleFract\\n      + (positionFract + translateFract) * scaleFract;\\n\\n  gl_Position = vec4(pos * 2. - 1., 0., 1.);\\n\\n  fragBorderRadius = 1. - 2. * borderSize / (size + borderSize);\\n  fragColor = color;\\n  fragBorderColor = borderColor.a == 0. || borderSize == 0. ? vec4(color.rgb, 0.) : borderColor;\\n  fragWidth = 1. / gl_PointSize;\\n}\\n\"]),v&&(l.frag=l.frag.replace(\"smoothstep\",\"smoothStep\"),s.frag=s.frag.replace(\"smoothstep\",\"smoothStep\")),this.drawCircle=t(l)}x.defaults={color:\"black\",borderColor:\"transparent\",borderSize:0,size:12,opacity:1,marker:void 0,viewport:null,range:null,pixelSize:null,count:0,offset:0,bounds:null,positions:[],snap:1e4},x.prototype.render=function(){return arguments.length&&this.update.apply(this,arguments),this.draw(),this},x.prototype.draw=function(){for(var t=this,e=arguments.length,r=new Array(e),n=0;n<e;n++)r[n]=arguments[n];var i=this.groups;if(1===r.length&&Array.isArray(r[0])&&(null===r[0][0]||Array.isArray(r[0][0]))&&(r=r[0]),this.regl._refresh(),r.length)for(var a=0;a<r.length;a++)this.drawItem(a,r[a]);else i.forEach((function(e,r){t.drawItem(r)}));return this},x.prototype.drawItem=function(t,e){var r,n=this.groups,o=n[t];if(\"number\"==typeof e&&(t=e,o=n[e],e=null),o&&o.count&&o.opacity){o.activation[0]&&this.drawCircle(this.getMarkerDrawOptions(0,o,e));for(var s=[],l=1;l<o.activation.length;l++)o.activation[l]&&(!0===o.activation[l]||o.activation[l].data.length)&&s.push.apply(s,function(t){if(Array.isArray(t))return a(t)}(r=this.getMarkerDrawOptions(l,o,e))||function(t){if(\"undefined\"!=typeof Symbol&&null!=t[Symbol.iterator]||null!=t[\"@@iterator\"])return Array.from(t)}(r)||i(r)||function(){throw new TypeError(\"Invalid attempt to spread non-iterable instance.\\nIn order to be iterable, non-array objects must have a [Symbol.iterator]() method.\")}());s.length&&this.drawMarker(s)}},x.prototype.getMarkerDrawOptions=function(t,e,r){var i=e.range,a=e.tree,o=e.viewport,s=e.activation,l=e.selectionBuffer,u=e.count;if(this.regl,!a)return r?[c({},e,{markerTexture:this.markerTextures[t],activation:s[t],count:r.length,elements:r,offset:0})]:[c({},e,{markerTexture:this.markerTextures[t],activation:s[t],offset:0})];var f=[],h=a.range(i,{lod:!0,px:[(i[2]-i[0])/o.width,(i[3]-i[1])/o.height]});if(r){for(var p=s[t].data,d=new Uint8Array(u),v=0;v<r.length;v++){var g=r[v];d[g]=p?p[g]:1}l.subdata(d)}for(var y=h.length;y--;){var m=n(h[y],2),x=m[0],b=m[1];f.push(c({},e,{markerTexture:this.markerTextures[t],activation:r?l:s[t],offset:x,count:b-x}))}return f},x.prototype.update=function(){for(var t=this,e=arguments.length,r=new Array(e),n=0;n<e;n++)r[n]=arguments[n];if(r.length){1===r.length&&Array.isArray(r[0])&&(r=r[0]);var i=this.groups,a=this.gl,o=this.regl,l=this.maxSize,f=this.maxColors,v=this.palette;this.groups=i=r.map((function(e,r){var n=i[r];if(void 0===e)return n;null===e?e={positions:null}:\"function\"==typeof e?e={ondraw:e}:\"number\"==typeof e[0]&&(e={positions:e}),null===(e=h(e,{positions:\"positions data points\",snap:\"snap cluster lod tree\",size:\"sizes size radius\",borderSize:\"borderSizes borderSize border-size bordersize borderWidth borderWidths border-width borderwidth stroke-width strokeWidth strokewidth outline\",color:\"colors color fill fill-color fillColor\",borderColor:\"borderColors borderColor stroke stroke-color strokeColor\",marker:\"markers marker shape\",range:\"range dataBox databox\",viewport:\"viewport viewPort viewBox viewbox\",opacity:\"opacity alpha transparency\",bounds:\"bound bounds boundaries limits\",tooManyColors:\"tooManyColors palette paletteMode optimizePalette enablePalette\"})).positions&&(e.positions=[]),null!=e.tooManyColors&&(t.tooManyColors=e.tooManyColors),n||(i[r]=n={id:r,scale:null,translate:null,scaleFract:null,translateFract:null,activation:[],selectionBuffer:o.buffer({data:new Uint8Array(0),usage:\"stream\",type:\"uint8\"}),sizeBuffer:o.buffer({data:new Uint8Array(0),usage:\"dynamic\",type:\"uint8\"}),colorBuffer:o.buffer({data:new Uint8Array(0),usage:\"dynamic\",type:\"uint8\"}),positionBuffer:o.buffer({data:new Uint8Array(0),usage:\"dynamic\",type:\"float\"}),positionFractBuffer:o.buffer({data:new Uint8Array(0),usage:\"dynamic\",type:\"float\"})},e=c({},x.defaults,e)),e.positions&&!(\"marker\"in e)&&(e.marker=n.marker,delete n.marker),e.marker&&!(\"positions\"in e)&&(e.positions=n.positions,delete n.positions);var m=0,b=0;if(p(n,e,[{snap:!0,size:function(t,e){return null==t&&(t=x.defaults.size),m+=t&&t.length?1:0,t},borderSize:function(t,e){return null==t&&(t=x.defaults.borderSize),m+=t&&t.length?1:0,t},opacity:parseFloat,color:function(e,r){return null==e&&(e=x.defaults.color),e=t.updateColor(e),b++,e},borderColor:function(e,r){return null==e&&(e=x.defaults.borderColor),e=t.updateColor(e),b++,e},bounds:function(t,e,r){return\"range\"in r||(r.range=null),t},positions:function(t,e,r){var n=e.snap,i=e.positionBuffer,a=e.positionFractBuffer,l=e.selectionBuffer;if(t.x||t.y)return t.x.length?e.xAttr={buffer:o.buffer(t.x),offset:0,stride:4,count:t.x.length}:e.xAttr={buffer:t.x.buffer,offset:4*t.x.offset||0,stride:4*(t.x.stride||1),count:t.x.count},t.y.length?e.yAttr={buffer:o.buffer(t.y),offset:0,stride:4,count:t.y.length}:e.yAttr={buffer:t.y.buffer,offset:4*t.y.offset||0,stride:4*(t.y.stride||1),count:t.y.count},e.count=Math.max(e.xAttr.count,e.yAttr.count),t;t=d(t,\"float64\");var c=e.count=Math.floor(t.length/2),f=e.bounds=c?s(t,2):null;if(r.range||e.range||(delete e.range,r.range=f),r.marker||e.marker||(delete e.marker,r.marker=null),n&&(!0===n||c>n)?e.tree=u(t,{bounds:f}):n&&n.length&&(e.tree=n),e.tree){var h={primitive:\"points\",usage:\"static\",data:e.tree,type:\"uint32\"};e.elements?e.elements(h):e.elements=o.elements(h)}var p=g.float32(t);return i({data:p,usage:\"dynamic\"}),a({data:g.fract32(t,p),usage:\"dynamic\"}),l({data:new Uint8Array(c),type:\"uint8\",usage:\"stream\"}),t}},{marker:function(e,r,n){var i=r.activation;if(i.forEach((function(t){return t&&t.destroy&&t.destroy()})),i.length=0,e&&\"number\"!=typeof e[0]){for(var a=[],s=0,l=Math.min(e.length,r.count);s<l;s++){var u=t.addMarker(e[s]);a[u]||(a[u]=new Uint8Array(r.count)),a[u][s]=1}for(var c=0;c<a.length;c++)if(a[c]){var f={data:a[c],type:\"uint8\",usage:\"static\"};i[c]?i[c](f):i[c]=o.buffer(f),i[c].data=a[c]}}else i[t.addMarker(e)]=!0;return e},range:function(t,e,r){var n=e.bounds;if(n)return t||(t=n),e.scale=[1/(t[2]-t[0]),1/(t[3]-t[1])],e.translate=[-t[0],-t[1]],e.scaleFract=g.fract(e.scale),e.translateFract=g.fract(e.translate),t},viewport:function(t){return y(t||[a.drawingBufferWidth,a.drawingBufferHeight])}}]),m){var _=n,w=_.count,T=_.size,k=_.borderSize,A=_.sizeBuffer,M=new Uint8Array(2*w);if(T.length||k.length)for(var S=0;S<w;S++)M[2*S]=Math.round(255*(null==T[S]?T:T[S])/l),M[2*S+1]=Math.round(255*(null==k[S]?k:k[S])/l);A({data:M,usage:\"dynamic\"})}if(b){var E,L=n,C=L.count,P=L.color,O=L.borderColor,I=L.colorBuffer;if(t.tooManyColors){if(P.length||O.length){E=new Uint8Array(8*C);for(var z=0;z<C;z++){var D=P[z];E[8*z]=v[4*D],E[8*z+1]=v[4*D+1],E[8*z+2]=v[4*D+2],E[8*z+3]=v[4*D+3];var R=O[z];E[8*z+4]=v[4*R],E[8*z+5]=v[4*R+1],E[8*z+6]=v[4*R+2],E[8*z+7]=v[4*R+3]}}}else if(P.length||O.length){E=new Uint8Array(4*C+2);for(var F=0;F<C;F++)null!=P[F]&&(E[4*F]=P[F]%f,E[4*F+1]=Math.floor(P[F]/f)),null!=O[F]&&(E[4*F+2]=O[F]%f,E[4*F+3]=Math.floor(O[F]/f))}I({data:E||new Uint8Array(0),type:\"uint8\",usage:\"dynamic\"})}return n}))}},x.prototype.addMarker=function(t){var e,r=this.markerTextures,n=this.regl,i=this.markerCache,a=null==t?0:i.indexOf(t);if(a>=0)return a;if(t instanceof Uint8Array||t instanceof Uint8ClampedArray)e=t;else{e=new Uint8Array(t.length);for(var o=0,s=t.length;o<s;o++)e[o]=255*t[o]}var l=Math.floor(Math.sqrt(e.length));return a=r.length,i.push(t),r.push(n.texture({channels:1,data:e,radius:l,mag:\"linear\",min:\"linear\"})),a},x.prototype.updateColor=function(t){var e=this.paletteIds,r=this.palette,n=this.maxColors;Array.isArray(t)||(t=[t]);var i=[];if(\"number\"==typeof t[0]){var a=[];if(Array.isArray(t))for(var s=0;s<t.length;s+=4)a.push(t.slice(s,s+4));else for(var u=0;u<t.length;u+=4)a.push(t.subarray(u,u+4));t=a}for(var c=0;c<t.length;c++){var f=t[c];f=o(f,\"uint8\");var h=l(f,!1);if(null==e[h]){var p=r.length;e[h]=Math.floor(p/4),r[p]=f[0],r[p+1]=f[1],r[p+2]=f[2],r[p+3]=f[3]}i[c]=e[h]}return!this.tooManyColors&&r.length>4*n&&(this.tooManyColors=!0),this.updatePalette(r),1===i.length?i[0]:i},x.prototype.updatePalette=function(t){if(!this.tooManyColors){var e=this.maxColors,r=this.paletteTexture,n=Math.ceil(.25*t.length/e);if(n>1)for(var i=.25*(t=t.slice()).length%e;i<n*e;i++)t.push(0,0,0,0);r.height<n&&r.resize(e,n),r.subimage({width:Math.min(.25*t.length,e),height:n,data:t},0,0)}},x.prototype.destroy=function(){return this.groups.forEach((function(t){t.sizeBuffer.destroy(),t.positionBuffer.destroy(),t.positionFractBuffer.destroy(),t.colorBuffer.destroy(),t.activation.forEach((function(t){return t&&t.destroy&&t.destroy()})),t.selectionBuffer.destroy(),t.elements&&t.elements.destroy()})),this.groups.length=0,this.paletteTexture.destroy(),this.markerTextures.forEach((function(t){return t&&t.destroy&&t.destroy()})),this};var b=r(50896);t.exports=function(t,e){var r=new m(t,e),n=r.render.bind(r);return b(n,{render:n,update:r.update.bind(r),draw:r.draw.bind(r),destroy:r.destroy.bind(r),regl:r.regl,gl:r.gl,canvas:r.gl.canvas,groups:r.groups,markers:r.markerCache,palette:r.palette}),n}},55795:function(t,e,r){\"use strict\";var n=r(38540),i=r(55616),a=r(76752),o=r(3951),s=r(67752),l=r(51160),u=r(47520);function c(t,e){if(!(this instanceof c))return new c(t,e);this.traces=[],this.passes={},this.regl=t,this.scatter=n(t),this.canvas=this.scatter.canvas}function f(t,e,r){return(null!=t.id?t.id:t)<<16|(255&e)<<8|255&r}function h(t,e,r){var n,i,a,o,s=t[e],l=t[r];return s.length>2?(s[0],s[2],n=s[1],i=s[3]):s.length?(n=s[0],i=s[1]):(s.x,n=s.y,s.x,s.width,i=s.y+s.height),l.length>2?(a=l[0],o=l[2],l[1],l[3]):l.length?(a=l[0],o=l[1]):(a=l.x,l.y,o=l.x+l.width,l.y,l.height),[a,n,o,i]}function p(t){if(\"number\"==typeof t)return[t,t,t,t];if(2===t.length)return[t[0],t[1],t[0],t[1]];var e=l(t);return[e.x,e.y,e.x+e.width,e.y+e.height]}t.exports=c,c.prototype.render=function(){for(var t,e=this,r=[],n=arguments.length;n--;)r[n]=arguments[n];return r.length&&(t=this).update.apply(t,r),this.regl.attributes.preserveDrawingBuffer?this.draw():(this.dirty?null==this.planned&&(this.planned=o((function(){e.draw(),e.dirty=!0,e.planned=null}))):(this.draw(),this.dirty=!0,o((function(){e.dirty=!1}))),this)},c.prototype.update=function(){for(var t,e=[],r=arguments.length;r--;)e[r]=arguments[r];if(e.length){for(var n=0;n<e.length;n++)this.updateItem(n,e[n]);this.traces=this.traces.filter(Boolean);for(var i=[],a=0,o=0;o<this.traces.length;o++){for(var s=this.traces[o],l=this.traces[o].passes,u=0;u<l.length;u++)i.push(this.passes[l[u]]);s.passOffset=a,a+=s.passes.length}return(t=this.scatter).update.apply(t,i),this}},c.prototype.updateItem=function(t,e){var r=this.regl;if(null===e)return this.traces[t]=null,this;if(!e)return this;var n,o=i(e,{data:\"data items columns rows values 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Uint8Array}),color:\"black\",marker:null,size:12,borderColor:\"transparent\",borderSize:1,viewport:l([r._gl.drawingBufferWidth,r._gl.drawingBufferHeight]),padding:[0,0,0,0],opacity:1,diagonal:!0,upper:!0,lower:!0});if(null!=o.color&&(s.color=o.color),null!=o.size&&(s.size=o.size),null!=o.marker&&(s.marker=o.marker),null!=o.borderColor&&(s.borderColor=o.borderColor),null!=o.borderSize&&(s.borderSize=o.borderSize),null!=o.opacity&&(s.opacity=o.opacity),o.viewport&&(s.viewport=l(o.viewport)),null!=o.diagonal&&(s.diagonal=o.diagonal),null!=o.upper&&(s.upper=o.upper),null!=o.lower&&(s.lower=o.lower),o.data){s.buffer(u(o.data)),s.columns=o.data.length,s.count=o.data[0].length,s.bounds=[];for(var c=0;c<s.columns;c++)s.bounds[c]=a(o.data[c],1)}o.range&&(s.range=o.range,n=s.range&&\"number\"!=typeof s.range[0]),o.domain&&(s.domain=o.domain);var d=!1;null!=o.padding&&(Array.isArray(o.padding)&&o.padding.length===s.columns&&\"number\"==typeof o.padding[o.padding.length-1]?(s.padding=o.padding.map(p),d=!0):s.padding=p(o.padding));var v=s.columns,g=s.count,y=s.viewport.width,m=s.viewport.height,x=s.viewport.x,b=s.viewport.y,_=y/v,w=m/v;s.passes=[];for(var T=0;T<v;T++)for(var k=0;k<v;k++)if((s.diagonal||k!==T)&&(s.upper||!(T>k))&&(s.lower||!(T<k))){var A=f(s.id,T,k),M=this.passes[A]||(this.passes[A]={});if(o.data&&(o.transpose?M.positions={x:{buffer:s.buffer,offset:k,count:g,stride:v},y:{buffer:s.buffer,offset:T,count:g,stride:v}}:M.positions={x:{buffer:s.buffer,offset:k*g,count:g},y:{buffer:s.buffer,offset:T*g,count:g}},M.bounds=h(s.bounds,T,k)),o.domain||o.viewport||o.data){var S=d?h(s.padding,T,k):s.padding;if(s.domain){var E=h(s.domain,T,k),L=E[0],C=E[1],P=E[2],O=E[3];M.viewport=[x+L*y+S[0],b+C*m+S[1],x+P*y-S[2],b+O*m-S[3]]}else M.viewport=[x+k*_+_*S[0],b+T*w+w*S[1],x+(k+1)*_-_*S[2],b+(T+1)*w-w*S[3]]}o.color&&(M.color=s.color),o.size&&(M.size=s.size),o.marker&&(M.marker=s.marker),o.borderSize&&(M.borderSize=s.borderSize),o.borderColor&&(M.borderColor=s.borderColor),o.opacity&&(M.opacity=s.opacity),o.range&&(M.range=n?h(s.range,T,k):s.range||M.bounds),s.passes.push(A)}return this},c.prototype.draw=function(){for(var t,e=[],r=arguments.length;r--;)e[r]=arguments[r];if(e.length){for(var n=[],i=0;i<e.length;i++)if(\"number\"==typeof e[i]){var a=this.traces[e[i]],o=a.passes,l=a.passOffset;n.push.apply(n,s(l,l+o.length))}else if(e[i].length){var u=e[i],c=this.traces[i],f=c.passes,h=c.passOffset;f=f.map((function(t,e){n[h+e]=u}))}(t=this.scatter).draw.apply(t,n)}else this.scatter.draw();return this},c.prototype.destroy=function(){return this.traces.forEach((function(t){t.buffer&&t.buffer.destroy&&t.buffer.destroy()})),this.traces=null,this.passes=null,this.scatter.destroy(),this}},28624:function(t){t.exports=function(){function t(t,e){this.id=W++,this.type=t,this.data=e}function e(t){if(0===t.length)return[];var r=t.charAt(0),n=t.charAt(t.length-1);if(1<t.length&&r===n&&('\"'===r||\"'\"===r))return['\"'+t.substr(1,t.length-2).replace(/\\\\/g,\"\\\\\\\\\").replace(/\"/g,'\\\\\"')+'\"'];if(r=/\\[(false|true|null|\\d+|'[^']*'|\"[^\"]*\")\\]/.exec(t))return e(t.substr(0,r.index)).concat(e(r[1])).concat(e(t.substr(r.index+r[0].length)));if(1===(r=t.split(\".\")).length)return['\"'+t.replace(/\\\\/g,\"\\\\\\\\\").replace(/\"/g,'\\\\\"')+'\"'];for(t=[],n=0;n<r.length;++n)t=t.concat(e(r[n]));return t}function r(t){return\"[\"+e(t).join(\"][\")+\"]\"}function n(t){return\"string\"==typeof t?t.split():t}function i(t){return\"string\"==typeof t?document.querySelector(t):t}function a(t){var e,r,a,o,s=t||{};t={};var 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e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);return(t=e.year()+(e.year()<0?1:0))%4==3||t%4==-1},monthsInYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear||n.regionalOptions[\"\"].invalidYear),13},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(-n.dayOfWeek(),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(13===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return(this.dayOfWeek(t,e,r)||7)<6},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate);return(t=i.year())<0&&t++,i.day()+30*(i.month()-1)+365*(t-1)+Math.floor(t/4)+this.jdEpoch-1},fromJD:function(t){var e=Math.floor(t)+.5-this.jdEpoch,r=Math.floor((e-Math.floor((e+366)/1461))/365)+1;r<=0&&r--,e=Math.floor(t)+.5-this.newDate(r,1,1).toJD();var n=Math.floor(e/30)+1,i=e-30*(n-1)+1;return 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this._validate(t,this.minMonth,this.minDay,n.local.invalidYear),13},daysInYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear),400},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(-n.dayOfWeek(),\"d\"),Math.floor((n.dayOfYear()-1)/8)+1},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]},daysInWeek:function(){return 8},dayOfWeek:function(t,e,r){return(this._validate(t,e,r,n.local.invalidDate).day()+1)%8},weekDay:function(t,e,r){var n=this.dayOfWeek(t,e,r);return n>=2&&n<=6},extraInfo:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate);return{century:o[Math.floor((i.year()-1)/100)+1]||\"\"}},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate);return t=i.year()+(i.year()<0?1:0),e=i.month(),(r=i.day())+(e>1?16:0)+(e>2?32*(e-2):0)+400*(t-1)+this.jdEpoch-1},fromJD:function(t){t=Math.floor(t+.5)-Math.floor(this.jdEpoch)-1;var e=Math.floor(t/400)+1;t-=400*(e-1),t+=t>15?16:0;var r=Math.floor(t/32)+1,n=t-32*(r-1)+1;return this.newDate(e<=0?e-1:e,r,n)}});var o={20:\"Fruitbat\",21:\"Anchovy\"};n.calendars.discworld=a},65168:function(t,e,r){var n=r(38700),i=r(50896);function a(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}a.prototype=new 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this._validate(t,this.minMonth,this.minDay,n.local.invalidYear||n.regionalOptions[\"\"].invalidYear),13},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(-n.dayOfWeek(),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(13===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return(this.dayOfWeek(t,e,r)||7)<6},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate);return(t=i.year())<0&&t++,i.day()+30*(i.month()-1)+365*(t-1)+Math.floor(t/4)+this.jdEpoch-1},fromJD:function(t){var e=Math.floor(t)+.5-this.jdEpoch,r=Math.floor((e-Math.floor((e+366)/1461))/365)+1;r<=0&&r--,e=Math.floor(t)+.5-this.newDate(r,1,1).toJD();var n=Math.floor(e/30)+1,i=e-30*(n-1)+1;return this.newDate(r,n,i)}}),n.calendars.ethiopian=a},2084:function(t,e,r){var n=r(38700),i=r(50896);function 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e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);return this._leapYear(e.year())},_leapYear:function(t){return o(7*(t=t<0?t+1:t)+1,19)<7},monthsInYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear),this._leapYear(t.year?t.year():t)?13:12},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(-n.dayOfWeek(),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInYear:function(t){return t=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear).year(),this.toJD(-1===t?1:t+1,7,1)-this.toJD(t,7,1)},daysInMonth:function(t,e){return t.year&&(e=t.month(),t=t.year()),this._validate(t,e,this.minDay,n.local.invalidMonth),12===e&&this.leapYear(t)||8===e&&5===o(this.daysInYear(t),10)?30:9===e&&3===o(this.daysInYear(t),10)?29:this.daysPerMonth[e-1]},weekDay:function(t,e,r){return 6!==this.dayOfWeek(t,e,r)},extraInfo:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate);return{yearType:(this.leapYear(i)?\"embolismic\":\"common\")+\" \"+[\"deficient\",\"regular\",\"complete\"][this.daysInYear(i)%10-3]}},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate);t=i.year(),e=i.month(),r=i.day();var a=t<=0?t+1:t,o=this.jdEpoch+this._delay1(a)+this._delay2(a)+r+1;if(e<7){for(var s=7;s<=this.monthsInYear(t);s++)o+=this.daysInMonth(t,s);for(s=1;s<e;s++)o+=this.daysInMonth(t,s)}else for(s=7;s<e;s++)o+=this.daysInMonth(t,s);return o},_delay1:function(t){var e=Math.floor((235*t-234)/19),r=12084+13753*e,n=29*e+Math.floor(r/25920);return o(3*(n+1),7)<3&&n++,n},_delay2:function(t){var e=this._delay1(t-1),r=this._delay1(t);return this._delay1(t+1)-r==356?2:r-e==382?1:0},fromJD:function(t){t=Math.floor(t)+.5;for(var e=Math.floor(98496*(t-this.jdEpoch)/35975351)-1;t>=this.toJD(-1===e?1:e+1,7,1);)e++;for(var r=t<this.toJD(e,1,1)?7:1;t>this.toJD(e,r,this.daysInMonth(e,r));)r++;var n=t-this.toJD(e,r,1)+1;return 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e=Math.floor((30*(t-this.jdEpoch)+10646)/10631);e=e<=0?e-1:e;var r=Math.min(12,Math.ceil((t-29-this.toJD(e,1,1))/29.5)+1),n=t-this.toJD(e,r,1)+1;return this.newDate(e,r,n)}}),n.calendars.islamic=a},24747:function(t,e,r){var n=r(38700),i=r(50896);function a(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}a.prototype=new 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n.add(4-(n.dayOfWeek()||7),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(2===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return(this.dayOfWeek(t,e,r)||7)<6},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate);return t=i.year(),e=i.month(),r=i.day(),t<0&&t++,e<=2&&(t--,e+=12),Math.floor(365.25*(t+4716))+Math.floor(30.6001*(e+1))+r-1524.5},fromJD:function(t){var e=Math.floor(t+.5)+1524,r=Math.floor((e-122.1)/365.25),n=Math.floor(365.25*r),i=Math.floor((e-n)/30.6001),a=i-Math.floor(i<14?1:13),o=r-Math.floor(a>2?4716:4715),s=e-n-Math.floor(30.6001*i);return o<=0&&o--,this.newDate(o,a,s)}}),n.calendars.julian=a},65616:function(t,e,r){var n=r(38700),i=r(50896);function a(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}function o(t,e){return t-e*Math.floor(t/e)}function s(t,e){return o(t-1,e)+1}a.prototype=new 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this._validate(t,this.minMonth,this.minDay,n.local.invalidYear),!1},formatYear:function(t){t=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear).year();var e=Math.floor(t/400);return t%=400,t+=t<0?400:0,e+\".\"+Math.floor(t/20)+\".\"+t%20},forYear:function(t){if((t=t.split(\".\")).length<3)throw\"Invalid Mayan year\";for(var e=0,r=0;r<t.length;r++){var n=parseInt(t[r],10);if(Math.abs(n)>19||r>0&&n<0)throw\"Invalid Mayan year\";e=20*e+n}return e},monthsInYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear),18},weekOfYear:function(t,e,r){return this._validate(t,e,r,n.local.invalidDate),0},daysInYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear),360},daysInMonth:function(t,e){return this._validate(t,e,this.minDay,n.local.invalidMonth),20},daysInWeek:function(){return 5},dayOfWeek:function(t,e,r){return this._validate(t,e,r,n.local.invalidDate).day()},weekDay:function(t,e,r){return 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o=n.instance(\"gregorian\");i(a.prototype,{name:\"Nanakshahi\",jdEpoch:2257673.5,daysPerMonth:[31,31,31,31,31,30,30,30,30,30,30,30],hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,regionalOptions:{\"\":{name:\"Nanakshahi\",epochs:[\"BN\",\"AN\"],monthNames:[\"Chet\",\"Vaisakh\",\"Jeth\",\"Harh\",\"Sawan\",\"Bhadon\",\"Assu\",\"Katak\",\"Maghar\",\"Poh\",\"Magh\",\"Phagun\"],monthNamesShort:[\"Che\",\"Vai\",\"Jet\",\"Har\",\"Saw\",\"Bha\",\"Ass\",\"Kat\",\"Mgr\",\"Poh\",\"Mgh\",\"Pha\"],dayNames:[\"Somvaar\",\"Mangalvar\",\"Budhvaar\",\"Veervaar\",\"Shukarvaar\",\"Sanicharvaar\",\"Etvaar\"],dayNamesShort:[\"Som\",\"Mangal\",\"Budh\",\"Veer\",\"Shukar\",\"Sanichar\",\"Et\"],dayNamesMin:[\"So\",\"Ma\",\"Bu\",\"Ve\",\"Sh\",\"Sa\",\"Et\"],digits:null,dateFormat:\"dd-mm-yyyy\",firstDay:0,isRTL:!1}},leapYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear||n.regionalOptions[\"\"].invalidYear);return o.leapYear(e.year()+(e.year()<1?1:0)+1469)},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(1-(n.dayOfWeek()||7),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(12===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return(this.dayOfWeek(t,e,r)||7)<6},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidMonth);(t=i.year())<0&&t++;for(var a=i.day(),s=1;s<i.month();s++)a+=this.daysPerMonth[s-1];return a+o.toJD(t+1468,3,13)},fromJD:function(t){t=Math.floor(t+.5);for(var e=Math.floor((t-(this.jdEpoch-1))/366);t>=this.toJD(e+1,1,1);)e++;for(var r=t-Math.floor(this.toJD(e,1,1)+.5)+1,n=1;r>this.daysInMonth(e,n);)r-=this.daysInMonth(e,n),n++;return this.newDate(e,n,r)}}),n.calendars.nanakshahi=a},73040:function(t,e,r){var n=r(38700),i=r(50896);function a(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}a.prototype=new n.baseCalendar,i(a.prototype,{name:\"Nepali\",jdEpoch:1700709.5,daysPerMonth:[31,31,32,32,31,30,30,29,30,29,30,30],hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,daysPerYear:365,regionalOptions:{\"\":{name:\"Nepali\",epochs:[\"BBS\",\"ABS\"],monthNames:[\"Baisakh\",\"Jestha\",\"Ashadh\",\"Shrawan\",\"Bhadra\",\"Ashwin\",\"Kartik\",\"Mangsir\",\"Paush\",\"Mangh\",\"Falgun\",\"Chaitra\"],monthNamesShort:[\"Bai\",\"Je\",\"As\",\"Shra\",\"Bha\",\"Ash\",\"Kar\",\"Mang\",\"Pau\",\"Ma\",\"Fal\",\"Chai\"],dayNames:[\"Aaitabaar\",\"Sombaar\",\"Manglbaar\",\"Budhabaar\",\"Bihibaar\",\"Shukrabaar\",\"Shanibaar\"],dayNamesShort:[\"Aaita\",\"Som\",\"Mangl\",\"Budha\",\"Bihi\",\"Shukra\",\"Shani\"],dayNamesMin:[\"Aai\",\"So\",\"Man\",\"Bu\",\"Bi\",\"Shu\",\"Sha\"],digits:null,dateFormat:\"dd/mm/yyyy\",firstDay:1,isRTL:!1}},leapYear:function(t){return this.daysInYear(t)!==this.daysPerYear},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(-n.dayOfWeek(),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInYear:function(t){if(t=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear).year(),void 0===this.NEPALI_CALENDAR_DATA[t])return this.daysPerYear;for(var e=0,r=this.minMonth;r<=12;r++)e+=this.NEPALI_CALENDAR_DATA[t][r];return e},daysInMonth:function(t,e){return t.year&&(e=t.month(),t=t.year()),this._validate(t,e,this.minDay,n.local.invalidMonth),void 0===this.NEPALI_CALENDAR_DATA[t]?this.daysPerMonth[e-1]:this.NEPALI_CALENDAR_DATA[t][e]},weekDay:function(t,e,r){return 6!==this.dayOfWeek(t,e,r)},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate);t=i.year(),e=i.month(),r=i.day();var a=n.instance(),o=0,s=e,l=t;this._createMissingCalendarData(t);var u=t-(s>9||9===s&&r>=this.NEPALI_CALENDAR_DATA[l][0]?56:57);for(9!==e&&(o=r,s--);9!==s;)s<=0&&(s=12,l--),o+=this.NEPALI_CALENDAR_DATA[l][s],s--;return 9===e?(o+=r-this.NEPALI_CALENDAR_DATA[l][0])<0&&(o+=a.daysInYear(u)):o+=this.NEPALI_CALENDAR_DATA[l][9]-this.NEPALI_CALENDAR_DATA[l][0],a.newDate(u,1,1).add(o,\"d\").toJD()},fromJD:function(t){var e=n.instance().fromJD(t),r=e.year(),i=e.dayOfYear(),a=r+56;this._createMissingCalendarData(a);for(var o=9,s=this.NEPALI_CALENDAR_DATA[a][0],l=this.NEPALI_CALENDAR_DATA[a][o]-s+1;i>l;)++o>12&&(o=1,a++),l+=this.NEPALI_CALENDAR_DATA[a][o];var u=this.NEPALI_CALENDAR_DATA[a][o]-(l-i);return this.newDate(a,o,u)},_createMissingCalendarData:function(t){var e=this.daysPerMonth.slice(0);e.unshift(17);for(var r=t-1;r<t+2;r++)void 0===this.NEPALI_CALENDAR_DATA[r]&&(this.NEPALI_CALENDAR_DATA[r]=e)},NEPALI_CALENDAR_DATA:{1970:[18,31,31,32,31,31,31,30,29,30,29,30,30],1971:[18,31,31,32,31,32,30,30,29,30,29,30,30],1972:[17,31,32,31,32,31,30,30,30,29,29,30,30],1973:[19,30,32,31,32,31,30,30,30,29,30,29,31],1974:[19,31,31,32,30,31,31,30,29,30,29,30,30],1975:[18,31,31,32,32,30,31,30,29,30,29,30,30],1976:[17,31,32,31,32,31,30,30,30,29,29,30,31],1977:[18,31,32,31,32,31,31,29,30,29,30,29,31],1978:[18,31,31,32,31,31,31,30,29,30,29,30,30],1979:[18,31,31,32,32,31,30,30,29,30,29,30,30],1980:[17,31,32,31,32,31,30,30,30,29,29,30,31],1981:[18,31,31,31,32,31,31,29,30,30,29,30,30],1982:[18,31,31,32,31,31,31,30,29,30,29,30,30],1983:[18,31,31,32,32,31,30,30,29,30,29,30,30],1984:[17,31,32,31,32,31,30,30,30,29,29,30,31],1985:[18,31,31,31,32,31,31,29,30,30,29,30,30],1986:[18,31,31,32,31,31,31,30,29,30,29,30,30],1987:[18,31,32,31,32,31,30,30,29,30,29,30,30],1988:[17,31,32,31,32,31,30,30,30,29,29,30,31],1989:[18,31,31,31,32,31,31,30,29,30,29,30,30],1990:[18,31,31,32,31,31,31,30,29,30,29,30,30],1991:[18,31,32,31,32,31,30,30,29,30,29,30,30],1992:[17,31,32,31,32,31,30,30,30,29,30,29,31],1993:[18,31,31,31,32,31,31,30,29,30,29,30,30],1994:[18,31,31,32,31,31,31,30,29,30,29,30,30],1995:[17,31,32,31,32,31,30,30,30,29,29,30,30],1996:[17,31,32,31,32,31,30,30,30,29,30,29,31],1997:[18,31,31,32,31,31,31,30,29,30,29,30,30],1998:[18,31,31,32,31,31,31,30,29,30,29,30,30],1999:[17,31,32,31,32,31,30,30,30,29,29,30,31],2e3:[17,30,32,31,32,31,30,30,30,29,30,29,31],2001:[18,31,31,32,31,31,31,30,29,30,29,30,30],2002:[18,31,31,32,32,31,30,30,29,30,29,30,30],2003:[17,31,32,31,32,31,30,30,30,29,29,30,31],2004:[17,30,32,31,32,31,30,30,30,29,30,29,31],2005:[18,31,31,32,31,31,31,30,29,30,29,30,30],2006:[18,31,31,32,32,31,30,30,29,30,29,30,30],2007:[17,31,32,31,32,31,30,30,30,29,29,30,31],2008:[17,31,31,31,32,31,31,29,30,30,29,29,31],2009:[18,31,31,32,31,31,31,30,29,30,29,30,30],2010:[18,31,31,32,32,31,30,30,29,30,29,30,30],2011:[17,31,32,31,32,31,30,30,30,29,29,30,31],2012:[17,31,31,31,32,31,31,29,30,30,29,30,30],2013:[18,31,31,32,31,31,31,30,29,30,29,30,30],2014:[18,31,31,32,32,31,30,30,29,30,29,30,30],2015:[17,31,32,31,32,31,30,30,30,29,29,30,31],2016:[17,31,31,31,32,31,31,29,30,30,29,30,30],2017:[18,31,31,32,31,31,31,30,29,30,29,30,30],2018:[18,31,32,31,32,31,30,30,29,30,29,30,30],2019:[17,31,32,31,32,31,30,30,30,29,30,29,31],2020:[17,31,31,31,32,31,31,30,29,30,29,30,30],2021:[18,31,31,32,31,31,31,30,29,30,29,30,30],2022:[17,31,32,31,32,31,30,30,30,29,29,30,30],2023:[17,31,32,31,32,31,30,30,30,29,30,29,31],2024:[17,31,31,31,32,31,31,30,29,30,29,30,30],2025:[18,31,31,32,31,31,31,30,29,30,29,30,30],2026:[17,31,32,31,32,31,30,30,30,29,29,30,31],2027:[17,30,32,31,32,31,30,30,30,29,30,29,31],2028:[17,31,31,32,31,31,31,30,29,30,29,30,30],2029:[18,31,31,32,31,32,30,30,29,30,29,30,30],2030:[17,31,32,31,32,31,30,30,30,30,30,30,31],2031:[17,31,32,31,32,31,31,31,31,31,31,31,31],2032:[17,32,32,32,32,32,32,32,32,32,32,32,32],2033:[18,31,31,32,32,31,30,30,29,30,29,30,30],2034:[17,31,32,31,32,31,30,30,30,29,29,30,31],2035:[17,30,32,31,32,31,31,29,30,30,29,29,31],2036:[17,31,31,32,31,31,31,30,29,30,29,30,30],2037:[18,31,31,32,32,31,30,30,29,30,29,30,30],2038:[17,31,32,31,32,31,30,30,30,29,29,30,31],2039:[17,31,31,31,32,31,31,29,30,30,29,30,30],2040:[17,31,31,32,31,31,31,30,29,30,29,30,30],2041:[18,31,31,32,32,31,30,30,29,30,29,30,30],2042:[17,31,32,31,32,31,30,30,30,29,29,30,31],2043:[17,31,31,31,32,31,31,29,30,30,29,30,30],2044:[17,31,31,32,31,31,31,30,29,30,29,30,30],2045:[18,31,32,31,32,31,30,30,29,30,29,30,30],2046:[17,31,32,31,32,31,30,30,30,29,29,30,31],2047:[17,31,31,31,32,31,31,30,29,30,29,30,30],2048:[17,31,31,32,31,31,31,30,29,30,29,30,30],2049:[17,31,32,31,32,31,30,30,30,29,29,30,30],2050:[17,31,32,31,32,31,30,30,30,29,30,29,31],2051:[17,31,31,31,32,31,31,30,29,30,29,30,30],2052:[17,31,31,32,31,31,31,30,29,30,29,30,30],2053:[17,31,32,31,32,31,30,30,30,29,29,30,30],2054:[17,31,32,31,32,31,30,30,30,29,30,29,31],2055:[17,31,31,32,31,31,31,30,29,30,30,29,30],2056:[17,31,31,32,31,32,30,30,29,30,29,30,30],2057:[17,31,32,31,32,31,30,30,30,29,29,30,31],2058:[17,30,32,31,32,31,30,30,30,29,30,29,31],2059:[17,31,31,32,31,31,31,30,29,30,29,30,30],2060:[17,31,31,32,32,31,30,30,29,30,29,30,30],2061:[17,31,32,31,32,31,30,30,30,29,29,30,31],2062:[17,30,32,31,32,31,31,29,30,29,30,29,31],2063:[17,31,31,32,31,31,31,30,29,30,29,30,30],2064:[17,31,31,32,32,31,30,30,29,30,29,30,30],2065:[17,31,32,31,32,31,30,30,30,29,29,30,31],2066:[17,31,31,31,32,31,31,29,30,30,29,29,31],2067:[17,31,31,32,31,31,31,30,29,30,29,30,30],2068:[17,31,31,32,32,31,30,30,29,30,29,30,30],2069:[17,31,32,31,32,31,30,30,30,29,29,30,31],2070:[17,31,31,31,32,31,31,29,30,30,29,30,30],2071:[17,31,31,32,31,31,31,30,29,30,29,30,30],2072:[17,31,32,31,32,31,30,30,29,30,29,30,30],2073:[17,31,32,31,32,31,30,30,30,29,29,30,31],2074:[17,31,31,31,32,31,31,30,29,30,29,30,30],2075:[17,31,31,32,31,31,31,30,29,30,29,30,30],2076:[16,31,32,31,32,31,30,30,30,29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e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);return 682*((e.year()-(e.year()>0?474:473))%2820+474+38)%2816<682},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(-(n.dayOfWeek()+1)%7,\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(12===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return 5!==this.dayOfWeek(t,e,r)},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate);t=i.year(),e=i.month(),r=i.day();var a=t-(t>=0?474:473),s=474+o(a,2820);return r+(e<=7?31*(e-1):30*(e-1)+6)+Math.floor((682*s-110)/2816)+365*(s-1)+1029983*Math.floor(a/2820)+this.jdEpoch-1},fromJD:function(t){var e=(t=Math.floor(t)+.5)-this.toJD(475,1,1),r=Math.floor(e/1029983),n=o(e,1029983),i=2820;if(1029982!==n){var a=Math.floor(n/366),s=o(n,366);i=Math.floor((2134*a+2816*s+2815)/1028522)+a+1}var l=i+2820*r+474;l=l<=0?l-1:l;var 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i=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);return t=this._t2gYear(i.year()),a.weekOfYear(t,i.month(),i.day())},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(2===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return(this.dayOfWeek(t,e,r)||7)<6},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate);return t=this._t2gYear(i.year()),a.toJD(t,i.month(),i.day())},fromJD:function(t){var e=a.fromJD(t),r=this._g2tYear(e.year());return this.newDate(r,e.month(),e.day())},_t2gYear:function(t){return t+this.yearsOffset+(t>=-this.yearsOffset&&t<=-1?1:0)},_g2tYear:function(t){return t-this.yearsOffset-(t>=1&&t<=this.yearsOffset?1:0)}}),n.calendars.taiwan=o},4592:function(t,e,r){var n=r(38700),i=r(50896),a=n.instance();function o(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}o.prototype=new 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i=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);return t=this._t2gYear(i.year()),a.weekOfYear(t,i.month(),i.day())},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(2===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return(this.dayOfWeek(t,e,r)||7)<6},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate);return t=this._t2gYear(i.year()),a.toJD(t,i.month(),i.day())},fromJD:function(t){var e=a.fromJD(t),r=this._g2tYear(e.year());return this.newDate(r,e.month(),e.day())},_t2gYear:function(t){return t-this.yearsOffset-(t>=1&&t<=this.yearsOffset?1:0)},_g2tYear:function(t){return t+this.yearsOffset+(t>=-this.yearsOffset&&t<=-1?1:0)}}),n.calendars.thai=o},45348:function(t,e,r){var n=r(38700),i=r(50896);function a(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}a.prototype=new 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n=r(50896);function i(){this.regionalOptions=[],this.regionalOptions[\"\"]={invalidCalendar:\"Calendar {0} not found\",invalidDate:\"Invalid {0} date\",invalidMonth:\"Invalid {0} month\",invalidYear:\"Invalid {0} year\",differentCalendars:\"Cannot mix {0} and {1} dates\"},this.local=this.regionalOptions[\"\"],this.calendars={},this._localCals={}}function a(t,e,r,n){if(this._calendar=t,this._year=e,this._month=r,this._day=n,0===this._calendar._validateLevel&&!this._calendar.isValid(this._year,this._month,this._day))throw(u.local.invalidDate||u.regionalOptions[\"\"].invalidDate).replace(/\\{0\\}/,this._calendar.local.name)}function o(t,e){return\"000000\".substring(0,e-(t=\"\"+t).length)+t}function s(){this.shortYearCutoff=\"+10\"}function l(t){this.local=this.regionalOptions[t]||this.regionalOptions[\"\"]}n(i.prototype,{instance:function(t,e){t=(t||\"gregorian\").toLowerCase(),e=e||\"\";var r=this._localCals[t+\"-\"+e];if(!r&&this.calendars[t]&&(r=new this.calendars[t](e),this._localCals[t+\"-\"+e]=r),!r)throw(this.local.invalidCalendar||this.regionalOptions[\"\"].invalidCalendar).replace(/\\{0\\}/,t);return r},newDate:function(t,e,r,n,i){return(n=(null!=t&&t.year?t.calendar():\"string\"==typeof n?this.instance(n,i):n)||this.instance()).newDate(t,e,r)},substituteDigits:function(t){return function(e){return(e+\"\").replace(/[0-9]/g,(function(e){return t[e]}))}},substituteChineseDigits:function(t,e){return function(r){for(var n=\"\",i=0;r>0;){var a=r%10;n=(0===a?\"\":t[a]+e[i])+n,i++,r=Math.floor(r/10)}return 0===n.indexOf(t[1]+e[1])&&(n=n.substr(1)),n||t[0]}}}),n(a.prototype,{newDate:function(t,e,r){return this._calendar.newDate(null==t?this:t,e,r)},year:function(t){return 0===arguments.length?this._year:this.set(t,\"y\")},month:function(t){return 0===arguments.length?this._month:this.set(t,\"m\")},day:function(t){return 0===arguments.length?this._day:this.set(t,\"d\")},date:function(t,e,r){if(!this._calendar.isValid(t,e,r))throw(u.local.invalidDate||u.regionalOptions[\"\"].invalidDate).replace(/\\{0\\}/,this._calendar.local.name);return this._year=t,this._month=e,this._day=r,this},leapYear:function(){return this._calendar.leapYear(this)},epoch:function(){return this._calendar.epoch(this)},formatYear:function(){return this._calendar.formatYear(this)},monthOfYear:function(){return this._calendar.monthOfYear(this)},weekOfYear:function(){return this._calendar.weekOfYear(this)},daysInYear:function(){return this._calendar.daysInYear(this)},dayOfYear:function(){return this._calendar.dayOfYear(this)},daysInMonth:function(){return this._calendar.daysInMonth(this)},dayOfWeek:function(){return this._calendar.dayOfWeek(this)},weekDay:function(){return this._calendar.weekDay(this)},extraInfo:function(){return this._calendar.extraInfo(this)},add:function(t,e){return this._calendar.add(this,t,e)},set:function(t,e){return this._calendar.set(this,t,e)},compareTo:function(t){if(this._calendar.name!==t._calendar.name)throw(u.local.differentCalendars||u.regionalOptions[\"\"].differentCalendars).replace(/\\{0\\}/,this._calendar.local.name).replace(/\\{1\\}/,t._calendar.local.name);var e=this._year!==t._year?this._year-t._year:this._month!==t._month?this.monthOfYear()-t.monthOfYear():this._day-t._day;return 0===e?0:e<0?-1:1},calendar:function(){return this._calendar},toJD:function(){return this._calendar.toJD(this)},fromJD:function(t){return this._calendar.fromJD(t)},toJSDate:function(){return this._calendar.toJSDate(this)},fromJSDate:function(t){return this._calendar.fromJSDate(t)},toString:function(){return(this.year()<0?\"-\":\"\")+o(Math.abs(this.year()),4)+\"-\"+o(this.month(),2)+\"-\"+o(this.day(),2)}}),n(s.prototype,{_validateLevel:0,newDate:function(t,e,r){return null==t?this.today():(t.year&&(this._validate(t,e,r,u.local.invalidDate||u.regionalOptions[\"\"].invalidDate),r=t.day(),e=t.month(),t=t.year()),new a(this,t,e,r))},today:function(){return this.fromJSDate(new Date)},epoch:function(t){return this._validate(t,this.minMonth,this.minDay,u.local.invalidYear||u.regionalOptions[\"\"].invalidYear).year()<0?this.local.epochs[0]:this.local.epochs[1]},formatYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,u.local.invalidYear||u.regionalOptions[\"\"].invalidYear);return(e.year()<0?\"-\":\"\")+o(Math.abs(e.year()),4)},monthsInYear:function(t){return this._validate(t,this.minMonth,this.minDay,u.local.invalidYear||u.regionalOptions[\"\"].invalidYear),12},monthOfYear:function(t,e){var r=this._validate(t,e,this.minDay,u.local.invalidMonth||u.regionalOptions[\"\"].invalidMonth);return(r.month()+this.monthsInYear(r)-this.firstMonth)%this.monthsInYear(r)+this.minMonth},fromMonthOfYear:function(t,e){var r=(e+this.firstMonth-2*this.minMonth)%this.monthsInYear(t)+this.minMonth;return this._validate(t,r,this.minDay,u.local.invalidMonth||u.regionalOptions[\"\"].invalidMonth),r},daysInYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,u.local.invalidYear||u.regionalOptions[\"\"].invalidYear);return this.leapYear(e)?366:365},dayOfYear:function(t,e,r){var n=this._validate(t,e,r,u.local.invalidDate||u.regionalOptions[\"\"].invalidDate);return n.toJD()-this.newDate(n.year(),this.fromMonthOfYear(n.year(),this.minMonth),this.minDay).toJD()+1},daysInWeek:function(){return 7},dayOfWeek:function(t,e,r){var n=this._validate(t,e,r,u.local.invalidDate||u.regionalOptions[\"\"].invalidDate);return(Math.floor(this.toJD(n))+2)%this.daysInWeek()},extraInfo:function(t,e,r){return this._validate(t,e,r,u.local.invalidDate||u.regionalOptions[\"\"].invalidDate),{}},add:function(t,e,r){return this._validate(t,this.minMonth,this.minDay,u.local.invalidDate||u.regionalOptions[\"\"].invalidDate),this._correctAdd(t,this._add(t,e,r),e,r)},_add:function(t,e,r){if(this._validateLevel++,\"d\"===r||\"w\"===r){var n=t.toJD()+e*(\"w\"===r?this.daysInWeek():1),i=t.calendar().fromJD(n);return this._validateLevel--,[i.year(),i.month(),i.day()]}try{var a=t.year()+(\"y\"===r?e:0),o=t.monthOfYear()+(\"m\"===r?e:0);i=t.day(),\"y\"===r?(t.month()!==this.fromMonthOfYear(a,o)&&(o=this.newDate(a,t.month(),this.minDay).monthOfYear()),o=Math.min(o,this.monthsInYear(a)),i=Math.min(i,this.daysInMonth(a,this.fromMonthOfYear(a,o)))):\"m\"===r&&(function(t){for(;o<t.minMonth;)a--,o+=t.monthsInYear(a);for(var e=t.monthsInYear(a);o>e-1+t.minMonth;)a++,o-=e,e=t.monthsInYear(a)}(this),i=Math.min(i,this.daysInMonth(a,this.fromMonthOfYear(a,o))));var s=[a,this.fromMonthOfYear(a,o),i];return this._validateLevel--,s}catch(t){throw 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n=this._validate(t,e,r,u.local.invalidDate||u.regionalOptions[\"\"].invalidDate),i=new Date(n.year(),n.month()-1,n.day());return i.setHours(0),i.setMinutes(0),i.setSeconds(0),i.setMilliseconds(0),i.setHours(i.getHours()>12?i.getHours()+2:0),i},fromJSDate:function(t){return this.newDate(t.getFullYear(),t.getMonth()+1,t.getDate())}});var u=t.exports=new i;u.cdate=a,u.baseCalendar=s,u.calendars.gregorian=l},15168:function(t,e,r){var n=r(50896),i=r(38700);n(i.regionalOptions[\"\"],{invalidArguments:\"Invalid arguments\",invalidFormat:\"Cannot format a date from another calendar\",missingNumberAt:\"Missing number at position {0}\",unknownNameAt:\"Unknown name at position {0}\",unexpectedLiteralAt:\"Unexpected literal at position {0}\",unexpectedText:\"Additional text found at end\"}),i.local=i.regionalOptions[\"\"],n(i.cdate.prototype,{formatDate:function(t,e){return\"string\"!=typeof 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       "var notebookContainer = gd.closest('#notebook-container');\n",
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      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import plotly.express as px\n",
    "fig = px.box(data, x=\"Gender\", y=\"Yearly Amount Spent\")\n",
    "fig.show() #plotting boxplot with \"\"Gender\",\"Yearly Amount Spent\"\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 542
    },
    "id": "Dg3_9OmyFNvC",
    "outputId": "308fec58-8abd-4894-9d3a-c97961b8515f",
    "tags": []
   },
   "outputs": [
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POQECBMpB4NlZqXj8iVYxf0FEj+4RW29VExv38zdIy2H21kiAAAECBAgQIECgOQUWzE/FU9NTMX9+Knr0SMeWm6Wjew+/12hOc+cmQIBASxAQrCWbomAtmZ9gLaGfcgIECLR0gXnzIi65vDLSK/3eNpWKOOyQ6ujZs6Wv3voIECBAgAABAgQIECBAgAABAgSKTUCwlmwigrWP/Gpr0zFvwXvRo1uXqGxV//nUi/63JKpramK1Lp1XEX9zwdJkE1BNgAABAi1a4LFpFTHpwfovFB88qDa26e+F4i16+BZHgAABAgQIECBAgAABAgQIEChCAcFasqG0+GDtldfnxi57j62n1KF9u3j6vsuy35/6xMz4+Wm/iyVLq7Jfn3zMfrHH0IHZX2e+N/aMy2Py49OzX2+8Yd8Yf8YR2QAu8xGsJduAqgkQINDSBW7/S0XMeLZ+sLbpxrUxYjfBWkufv/URIECAAAECBAgQIECAAAECBIpNQLCWbCItPlhbXl0Tb749fxWlm+6cHFOfmBH33nBOLK1aFt8dfkT8dPTw2GvEoJgybUYceeL4mHjjudG71+px1Z/uiVsnTInrx4+L9u3axE+OvyD6rNUrTj9utGAt2d5TTYAAgbIQmHBPRTz1t4rIPP5xxSfzWMgtv1UbQ78nWCuLTWCRBAgQIECAAAECBJpJoKY24qWXKure59y3b21U1n8QUzNd3WkJECBAoFQFBGvJJtfig7VP8ixeUhUDf3BUnHT0vjF0cP/s3WqH/uKCmD7pymjTpnX28MwdbpmQba8RO8YPDzo5hgzcIg7aa9fszyZOeSp+dsqlMevhayKVSrljLdn+U02AAIEWLzBrVipuub3Vh+9Yy4Rr6ciGbHuMqIl+/bxUvMVvAAskQIAAAQIECBAg0EwC1dURV1xdGW/P/fgCmfc4jzmwOiorm+miTkuAAAECLUJAsJZsjAUJ1ha8999o3boy/q9Th1W6r/pgWWR+tuYa3bOhVXN8fnfdnTFh0rS469qzsu9Su2XClPjDzfdl715b8Tl83EWxzld6xTFj9ogtdh4TZ4w9IBuuZT7PvzAndj/4lJg24ZLo0rmjYK05huScBAgQaEECfrPbgoZpKQQIECBAgAABAgSKSGDFX+L7ZEv+El8RDUkrBAgQKFIBwVqywRQkWMsEVxtusE78ZN/vr9L9Sy+/Ed/ff1w8ePNvotca3ZOt7FOq57+7MAaMODJ+e/oRscO2m2ePyDzq8f6Hn4rbrjy1riLzvrVOHdrHyceMin7b7R+X/uroGLDVJtmfz57zRgzb7+MeFy1d3uR9OiEBAgQItCyBzONZ/vXviLnzUrFGz3Rs8NXweJaWNWKrIUCAAAECBAgQIJB3gfsfjJj4YP3LDhkUsdOgvLfjggQIECBQQgKd23/49D6fxgkUVbD21twFMehHx8TtV58eG/T9SuNW9DlVZ1/8p5j+3Itx02Un1d0Rl8sda2cef2AMHvCt7Jk/ecfaoiXVTd6nExIgQIBAyxSojXRUZJ8H6UOAAAECBAgQIECAAIFkAtNnpuO6m+qfY98fR2y2id93JNNVTYAAgZYt0LmDZwYnmXBeg7Wb75wcS5Z+ELfePSXW/FKP2Ppb/ep6X15dHQ89+ky8OXd+TPnzRdGqVUWSddWrfe3NebHTnsfFVecdG1t96xt1P1/xjrUZD1yVfTxl5jNk5LGx7+6D696xttN2W8aBe34v+zPvWGvSsTgZAQIEykJg2hMV8ei0iliyJKJDh4ht+9dG/61qy2LtFkmAAAECBAgQIECAQPMIeOx887g6KwECBMpBwKMgk005r8FaJrB6/a13PrXjDu3bxXb9N40R3/tufGfzDZOt6lOqjz/rinh73rvxhwuPX+WnmaBvi50PibGHjYw9RwyKKdNmxJEnjo+JN54bvXutHlf+8e647e6pcf34cdGhfdsYM/b86LNWrzj9uNHZ87y5YGmT9+qEBAgQINByBF55JeKqP1TGyq8OTacjDtyvOtZeu+Ws00oIECBAgAABAgQIEMi/QOax8y+9VBHzF0T06B7Rt2+tx87nfwyuSIAAgZITEKwlG1leg7UVrf76khujz9q9YvddBybrPsfqf89+LUYccGLccPG42Kzf+vWqJj8+PTLvfVvx+eVR+8TI3XbIfrl4SVVk3rn2yJMzs1/326BPjD/zyOjZo2v2a8FajkNwGAECBMpU4NY/V8Rz/6h/F/ZG36iN3X/grrUy3RaWTYAAAQIECBAgQKBJBBbMT8VT01Mxf34qevRIx5abpaN7j3STnNtJCBAgQKDlCgjWks22IMFaspabp7qmpjbefufd6Nm9a90jIVe+0sJFi2P58uro0a3LKg0I1ppnHs5KgACBliJwzXWt4uU59d9v0GeddOy/b01LWaZ1ECBAgAABAgQIECCQZ4HFiyMuHF8ZHyz7+MJt20QcdXh1dOyY52ZcjgABAgRKSkCwlmxcBQvW5r7zXjz+9HPx6hvz6q1gzL7Dol3m3wRK4CNYK4EhaZEAAQIFFJg+PRW339Wq3qMgdxtaE9/c3N8kLeBoXJoAAQIECBAgQIBASQtMn5GKO+5qVW8Nw4fVxGab+r1GSQ9X8wQIEGhmAcFaMuCCBGsTpzwVPzvl0mzn3bp2rneH2J3XnBmdO3VItrI8VQvW8gTtMgQIEChhgT9cXxGz/1MRkblxLR3Rt09t7Levx0CW8Ei1ToAAAQIECBAgQKDgApMerIjHptV/7Pw2/Wtj8CC/3yj4gDRAgACBIhYQrCUbTkGCtR8dcmp07NAuLj7rqOjQvm2yFRS4WrBW4AG4PAECBEpEoKoqYsG7qejeLR3t2pVI09okQIAAAQIECBAgQKBoBTKPnM88ev6Tn1F710Tfdd2xVrSD0xgBAgSKQECwlmwIBQnWho06IXba/ttx6KjvJ+u+CKoFa0UwBC0QIECAAAECBAgQIECAAAECBMpQYMI9FfH03z++a22LzWtj6K7uVivDrWDJBAgQaJCAYK1BXPUOLkiwdt5lN8eMWS/FDRePS9Z9EVQL1opgCFogQIAAAQIECBAgQIAAAQIECJSpgKdjlOngLZsAAQIJBARrCfAioiDB2p0TH48TfnVl7P/jnaNXz+71VrD7rgOiTZvWyVaWp2rBWp6gXYYAgcQCr72WipqazEu+fAiUr0BlZTp69/ZYnPLdAVZOgAABAgQIECBAgAABAgQICNaS7YGCBGtHnXRxPPDI3z6z82kTLokunTsmW1meqgVreYJ2GQIEEguce0GrWLRIsJYY0glKWqBLl3Qcc2RNSa9B8wQIECBAgAABAgRWCCyYn4qnpqdi/vxU9OiRji03S0f3Hv4imR1CgAABAp8vIFhLtkMKEqwla7m4qgVrxTUP3RAg8NkCN91SEYuXCNYKtUcWLox4f2EqunZJR5cuherCdTt1ivjRDwVrdgIBAgQIECBAgEDpCyxeHHHh+Mr4YNnHa2nbJuKow6ujY2n8ffXSH4IVECBAoEQFBGvJBlewYC2dTsec196Ot+e9G+uuvWassfpq8eobc6ND+3bRo1vp/ImjYC3ZBlRNgACBchGYPLUipvz/fwYOqI3tB3iZeLnM3ToJECBAgAABAgQINJfA9BmpuOOuVvVOP3xYTWy2qbvWmsvdeQkQINASBARryaZYkGBt8ZKqGDP2/HjmuRey3Z99wsExdHD/OOLE38acV9+Ou649K9mq8lgtWMsjtksRIECghAUEayU8PK0TIECAAAECBAgQKEKBSQ9WxGPTKup1tk3/2hg8yF/mK8KRaYkAAQJFIyBYSzaKggRrt0yYEuOv/nMcd+jIuOHPD8TeP9gxG6w9Nf1fsf/RZ8fDt10YPXt0TbayPFUL1vIE7TIECBAocQHBWokPUPsECBAgQIAAAQIEikzg5TmpuOa6+nesjdq7Jvqu6461IhuXdggQIFBUAoK1ZOMoSLA2fPQvY8jALWPMvsPi4GPPi6E79s8Ga+++vyi23e3wuOmyk2Ojr/VJtrI8VQvW8gTtMgQIEChxAcFaiQ9Q+wQIECBAgAABAgSKUGDCPRXx9N8/vmtti81rY+iu7lYrwlFpiQABAkUlIFhLNo6CBGvDRp0Qu+28TYz+8S6rBGuz57wRw/YbF5NuOi++/KUeyVaWp2rBWp6gXYYAAQIlLiBYK/EBap8AAQIECBAgQIBAkQosfD/iP6+kYt2109GlNB4AVaSS2iJAgED5CAjWks26IMHa6RdcF4899Vxc+9tfxEm//n32jrUdtv1mHHv67+LZ52fHlD9fFK1a1X9GdLKlNk+1YK15XJ2VAAECLU1AsNbSJmo9BAgQIECAAAECBAov4I61ws9ABwQIEChFAcFasqkVJFh7b+Gi+MGBJ8Xcd97Ldt+71+rZx0AuWVoVF591ZGzXf7Nkq8pjtWAtj9guRYAAgRIWEKyV8PC0ToAAAQIECBAgQKAIBbxjrQiHoiUCBAiUiIBgLdmgChKsZVpeWrUsbpnwcPzjXy/HosVLo89XvhTDd9k21u/TO9mK8lwtWMszuMsRIECgRAUEayU6OG0TIECAAAECBAgQKFKBRx6riAcn13/i06Dta+O723jPWpGOTVsECBAoCgHBWrIxFCxYS9Z28VQL1opnFjohQIBAMQsI1op5OnojQIAAAQIECBAgUHoC02ek4o67WtVrfPiwmths03TpLUjHBAgQIJA3AcFaMuqCBWuPPz0r/nzP1Hj51beyK+i7zpdj5G47xDc3/mqyFeW5WrCWZ3CXI0CAQIkKCNZKdHDaJkCAAAECBAgQIFCkAosXR/zmosqorv64wcrKiGOOrI6OHYu0aW0RIECAQFEICNaSjaEgwVomVDv42POynW+9Rb9o3boypkybkf36pKP3jR99f/tkq8pjtWAtj9guRYAAgRIWEKyV8PC0ToAAAQIECBAgQKAIBebNi7jkssrIPvQxc4NaKiLzYMjDxlRHz55F2LCWCBAgQKBoBARryUZRkGBt2KgT4r2Fi+LBW86Ptm1aZ1fwwbLl8YuzroiJU56Ov0+8Itq1bZNsZXmqFqzlCdplCBAgUOICgrUSH6D2CRAgQIAAAQIECBSZwLQnK+L+SfXfsbbT4Nro/x3vWCuycWmHAAECRSUgWEs2joIEa7vsPTZ2/O634uiDd1+l++mzXoy9f3pm3H716bFB368kW1meqgVreYJ2GQIECJS4gGCtxAeofQIECBAgQIAAAQJFJiBYK7KBaIcAAQIlJCBYSzasggRrZ/32hvjPq2/FVecdu0r3s+e8EcP2GxcP33Zh9OzRNdnK8lQtWMsTtMsQIECgxAUEayU+QO0TIECAAAECBAgQKDKBt96KuPTKyswTIOs+mSdCHnpQdfTqVWTNaocAAQIEikpAsJZsHAUJ1m67e2qcfN41ccg+Q6P7al3qVpC5Y23qEzPjqIN+mP1eh/ZtY/jO2yZbYTNXC9aaGdjpCRAg0EIEBGstZJCWQYAAAQIECBAgQKBIBGbNSsUtt7eK9EfvV8u8Zy2VithjRE3065f5pg8BAgQIEPh0AcFasp1RkGDtqJMujgce+dsXdt671+ox8cZzv/C4Qh4gWCukvmsTIECgdAQEa6UzK50SIECAAAECBAgQKAWBFb/H+GSvAwfUxvYDvGOtFGaoRwIECBRKQLCWTL4gwVqylourWrBWXPPQDQECBIpVQLBWrJPRFwECBAgQIECAAIHSFFhxx9onu3fHWmnOU9cECBDIp4BgLZl2UQRrS6uWxdKqD6Jb187JVlOAasFaAdBdkgABAiUoIFgrwaFpmQABAgQIECBAgEARC/x3YcRvflv54aMgV3xSET8/ojr+7+M3rxTxCrRGgAABAoUSEKwlk89rsDbu7Kti0eIlcdFph0cq89DniDjnkhvjulsnZn+99Rb94pxfHhKrdSmdgE2wlmwDqiZAgEC5CAjWymXS1kmAAAECBAgQIEAgPwLTZ6Ti9rtaRWqld6ylUxEjhtVpKkZoAAAgAElEQVTEZpt6x1p+puAqBAgQKE0BwVqyueUtWHtr7oIY9KNj4udjfhT7/3jnbNdPz/hX7HfU2bHttzeKPmutmQ3Yhg7uH2efcHCyVeWxWrCWR2yXIkCAQAkLCNZKeHhaJ0CAAAECBAgQIFCEApMerIjHplXU62yb/rUxeJB3rBXhyLREgACBohEQrCUbRd6CtUf/+lyMGfubePCW86NXz27Zro87/bJ4eNqMmHr7hdGhfbu46c7JcfoF18WTd18anTt1SLayPFUL1vIE7TIECBAocQHBWokPUPsECBAgQIAAAQIEikzg5TmpuOa6VvW6GrV3TfRd1x1rRTYu7RAgQKCoBARrycaRt2DtjvsejV+ec3XMeviausdADhl5bHx13d4x/swjs6v49+zXYsQBJ8afrzotvrbeWslW9hnVi5dUxX//tyTW6LFaVFR8+DjKzKe2Nh3zFrwXPbp1icpW9f+lZNH/lkR1TU29x1QK1pplTE5KgACBFicgWGtxI7UgAgQIECBAgAABAgUXmHBPRTz994/vWtti89oYuqu71Qo+GA0QIECgyAUEa8kGlLdgbeKUp+Jnp1wa0yZcEl06d4yF/10c/YcdFoftPzwOHfX97Cr+8+pbMXTfX8StV5wSG351nWQr+0T11CdmxjmX/CleeX1u9id3/P6MbKiX+WR+9vPTfhdLllZlvz75mP1ij6EDs7/OfG/sGZfH5MenZ7/eeMO+Mf6MI7IBXOYjWGvSMTkZAQIEWqyAYK3FjtbCCBAgQIAAAQIECBRUoKoqYsG7qejeLR3t2hW0FRcnQIAAgRIREKwlG1TegrXZc96IYfuNi+MOGxn7/nBwXPWne+LCK2+Lmy8/Ofpt0Ce7ihXh28O3XRg9e3RNtrKVqqdMmxGHnXBhHLTXrvH9IVtn7zpr27ZNtG/XJpZWLYvvDj8ifjp6eOw1YlBkjj3yxPEx8cZzo3ev1bN93jphSlw/flz2+J8cf0H0WatXnH7caMFak03IiQgQINDyBQRrLX/GVkiAAAECBAgQIECAAAECBAgQKAUBwVqyKeUtWMu0mbljLROeZd6nlrkTbNtvbxSXnXNMdgXpdDr2POyMmPvOu/Hgzeev8pjGJEvMnDfzeMkN1lsrzj7h4HqnytytdugvLojpk66MNm1aZ3++y95jsyHbXiN2jB8edHIMGbhFNpTLfFaEfyseaemOtSTTUUuAAIHyERCslc+srZQAAQIECBAgQIAAAQIECBAgUMwCgrVk08lrsLZs2fK45ub749l/zo6tt9godt5+y7p3ls18fnacct41MXRw/xj9412SrWql6nffXxTb7nZ4bL/1ZrG8ujoWL/kgtvrmhjF65C7Rrm2buGXClPjDzffFvTecU1d1+LiLYp2v9IpjxuwRW+w8Js4Ye0A2XMt8nn9hTux+8Cl1j7QUrDXZqJyIAAECLVpAsNaix2txBAgQIECAAAECBAgQIECAAIGSERCsJRtVXoO1ZK02rvqfL76Svets910HRv8t+sV/Fy2Ocy65Mb63w3filJ/vl33U4/0PPxW3XXlq3QUy71vr1KF9nHzMqOi33f5x6a+OjgFbbZL9+YpHWj5482+i1xrdo6Ym3bjGVLUMgVTLWIZVECDQ/AIT7q+NuyfWxq5DKmLoTh+/XLz5r+wKBAgQIECAAAECBAi0dIHl1bXRutLvM1r6nK2PAAEC9QQaGU+0auUPtpPsprIJ1h79y/jo1rVz1ur2ex+JX43/Uzx17+/i1runfuEda2cef2AMHvCtbO0n71h7+72lSfzVlrpAI/+Hq9SXrX8CBBou8NCUinh4akVsP7A2dhjofzwaLqiCAAECBAgQIECAAIHPEsi8CsWHAAECBMpQoJH52JdWa1+GWE235BYfrC1ctDj6Dz0sbrz0xNh4w75ZuVvuejhOPf/aeG7yNfHoX5/NvmNtxgNXRevWldmfDxl5bOy7++C6d6zttN2WceCe38v+zDvWmm7zORMBAgTKScCjIMtp2tZKgAABAgQIECBAgAABAgQIECheAY+CTDabFh+sZXjGjP1N1Nam48LTfhrz3/1vHHva77KPccx8vWTpB7HFzofE2MNGxp4jBsWUaTPiyBPHx8Qbz43evVaPK/94d9x299S4fvy46NC+bYwZe370WatXnH7c6Ky8d6wl24CqCRAgUC4CgrVymbR1EiBAgAABAgQIECBAgAABAgSKW0Cwlmw+ZRGsvf7WO3HUSRdH5n1rmc+3N/t6/PrEMdGjW5fs15Mfnx6Hj7uoTvKXR+0TI3fbIfv14iVVkXnn2iNPzsx+3W+DPjH+zCOjZ4+u2a8Fa8k2oGoCBAiUi4BgrVwmbZ0ECBAgQIAAAQIECBAgQIAAgeIWEKwlm09BgrUF7/03+9jF/+vUYZXuqz5YFpmfrblG90ilGvlw0M/xmDf//aisbFX3rrWVD62pqY2333k3enbvWvdIyJV/nnmk5PLl1XVh3IqfCdaSbUDVBAgQKBcBwVq5TNo6CRAgQIAAAQIECBAgQIAAAQLFLSBYSzafggRrmbvDNtxgnfjJvt9fpfuXXn4jvr//uHjw5t9kH9VYCh/BWilMSY+FFFi6NBVz5zZ9UF7INbk2gcYIPDMzYsbMith0k9rYfJPGnEENgZYlsMYa6WjfPt2yFmU1BAgQIECAAAECBAgQIECgBAQEa8mGVFTB2ltzF8SgHx0Tt199emzQ9yvJVpanasFanqBdpmQFZv+nIq69oaJk+9c4AQIECDSPwKi9a6PvurXNc3JnJUCAAAECBAgQIECAAAECBD5TQLCWbHPkNVi7+c7JsWTpB3Hr3VNizS/1iK2/1a+u++XV1fHQo8/Em3Pnx5Q/XxStWpXGH8QL1pJtQNUtX2BFsFbZKh0dO7b89VohAQIECHy+wOLFEdU1qRCs2SkECBAgQIAAAQIECBAgQKAwAoK1ZO55DdaGjDw2Xn/rnU/tuEP7drFd/01jxPe+G9/ZfMNkq8pjtWAtj9guVZICL81OxXV/bBWrrZaOTTZyZ0JJDlHTBAgQaEKBmc9WxHvvp2KfPWti/fU8CrIJaZ2KAAECBAgQIECAAAECBAjkJCBYy4npMw/Ka7C2ootfX3Jj9Fm7V+y+68Bk3RdBtWCtCIaghaIWEKwV9Xg0R4AAgbwLCNbyTu6CBAgQIECAAAECBAgQIEBgFQHBWrINUZBgLVnLxVUtWCuueeim+AQEa8U3Ex0RIECgkAKCtULquzYBAgQIECBAgAABAgQIEIgQrCXbBQUL1ua+8148/vRz8eob8+qtYMy+w6Jd2zbJVpanasFanqBdpmQFBGslOzqNEyBAoFkEBGvNwuqkBAgQIECAAAECBAgQIEAgZwHBWs5Un3pgQYK1iVOeip+dcmm2oW5dO0fr1pWrNHfnNWdG504dkq0sT9WCtTxBu0zJCgjWSnZ0GidAgECzCAjWmoXVSQkQIECAAAECBAgQIECAQM4CgrWcqYonWPvRIadGxw7t4uKzjooO7dsmW0GBqwVrBR6Ayxe9gGCt6EekQQIECORVQLCWV24XI0CAAAECBAgQIECAAAEC9QQEa8k2RUHuWBs26oTYaftvx6Gjvp+s+yKoFqwVwRC0UNQCgrWiHo/mCBAgkHcBwVreyV2QAAECBAgQIECAAAECBAisIiBYS7YhChKsnXfZzTFj1ktxw8XjknVfBNWCtSIYghaKWkCwVtTj0RwBAgTyLiBYyzu5CxIgQIAAAQIECBAgQIAAAcFaE+6BggRrd058PE741ZWx/493jl49u9dbzu67Dog2bVo34TKb71SCteazdeaWISBYaxlztAoCBAg0lYBgrakknYcAAQIECBAgQIAAAQIECDROwB1rjXNbUVWQYO2oky6OBx7522d2Pm3CJdGlc8dkK8tTtWAtT9AuU7ICgrWSHZ3GCRAg0CwCgrVmYXVSAgQIECBAgAABAgQIECCQs4BgLWeqTz2wIMFaspaLq1qwVlzz0E3xCQjWim8mOiJAgEAhBQRrhdR3bQIECBAgQIAAAQIECBAgECFYS7YLBGvJ/EKwlhBQeYsXmP2firj2hoqobJWOjqVxI2qLn4kFEiBAoJACixdHVNekYtTetdF33dpCtuLaBAgQIECAAAECBAgQIECgLAUEa8nGXpBg7ZJr7ojp/3jpMzu/6LTDo2OHdslWlqdqwVqeoF2mZAVW3LFWsgvQOAECBAg0i8A+e9bE+uulm+XcTkqAAAECBAgQIECAAAECBAh8toBgLdnuKEiwds1N98Vz/3q5XucTpzwVfddeM2667OTo0L5tspXlqVqwlidolylZgRV3rHXqlI711vUHqCU7SI0TIECgiQRmv5yKRYvcsdZEnE5DgAABAgQIECBAgAABAgQaLCBYazDZKgUFCdY+q+VL//CXmPz49Ljl8lOioiKVbGV5qhas5QnaZUpWwDvWSnZ0GidAgECzCHjHWrOwOikBAgQIECBAgAABAgQIEMhZQLCWM9WnHlhUwdqLL78eu+3/y7j7ul9Fn7V6JVtZnqoFa3mCdpmSFRCslezoNE6AAIFmERCsNQurkxIgQIAAAQIECBAgQIAAgZwFBGs5UxV/sPbkM8/HAT/7dfaOtW9ssE6yleWpWrCWJ2iXKVkBwVrJjk7jBAgQaBYBwVqzsDopAQIECBAgQIAAAQIECBDIWUCwljNV8QRrf7z9gXj+hVfqGkqn07Fw0eKYMm1GfH39teO2K09Ntqo8VgvW8ojtUiUpIFgrybFpmgABAs0mIFhrNlonJkCAAAECBAgQIECAAAECOQkI1nJi+syDCvIoyAuuuDX+/uwLqzTVuVOHGLDVJrH91ptHzx5dk60qj9WCtTxiu1RJCgjWSnJsmiZAgECzCQjWmo3WiQkQIECAAAECBAgQIECAQE4CgrWcmIorWEvWcnFVC9aKax66KT4BwVrxzURHBAgQKKSAYK2Q+q5NgAABAgQIECBAgAABAgQiBGvJdkFB7lhb0fIrr8+NF19+PZYu/SB6r7l6bPT1daOyVatkK8pztWAtz+AuV3ICgrWSG5mGCRAg0KwCgrVm5XVyAgQIECBAgAABAgQIECDwhQKCtS8k+twDChKsLV9eHSefd03cOfHxVZpbu/caceFph8dX1+2dbFV5rBas5RHbpUpS4KXZFXHdHyuiXbt0rNEzXZJr0DQBAgQINJ3A3HmpqKpKxb571cZ6fWub7sTORIAAAQIECBAgQIAAAQIECOQkIFjLiekzDypIsHbptXfGJdfcET8dPTy+s/mG0eX/OsUzz74Qv7/p3myjd117VsncuSZYS7YBVbd8gRXBWstfqRUSIECAQEMEBGsN0XIsAQIECBAgQIAAAQIECBBoOgHBWjLLggRrw0adEF9bb6349YljVun+0b8+G2PGnh93/eHM6LvOl5OtLE/VgrU8QbtMyQq8+14qZsws2fY1TqDJBF6eUxGvvJqKtddKR5913KXTZLBOVLICm24S0W01dzKX7AA1ToAAAQIECBAgQIAAAQIlKyBYSza6ggRrQ0YeG8MG94/D9h++SvezX3kzMqHb9eNPiM03+mqyleWpWrCWJ2iXIUCAQIkLTJ5aEVP+/z8DB9TG9gMEayU+Tu0TIECAAAECBAgQIECAAAECBEpWQLCWbHQFCdaOP+uKeOjRZ+Kmy06KddfqFalUKt5buCh+9ds/xj0PPRlP3XtZdOzQLtnKGlhdW5uOeQveix7dunzqYygX/W9JVNfUxGpdOq9yZsFaA6EdToAAgTIVEKyV6eAtmwABAgQIECBAgAABAgQIECBQZAKCtWQDKUiw9tbcBTFsv3GxZGlVdOvaORtmvfCf17MrOfHofePH398+2ao+UX3OJTfGdbdOXOW7m/VbP264eFz2e1OfmBk/P+132X4yn5OP2S/2GDow++vM98aecXlMfnx69uuNN+wb4884Ittz5iNYa9JRORkBAgRarIBgrcWO1sIIECBAgAABAgQIECBAgAABAiUlIFhLNq6CBGuZlhcuWhy33PVw/PPFV2Np1Qexdu81YuiO/eMbG6yTbEWfUn32xX+K196cF8cdOrLup23bto4vrd4tllYti+8OPyJ+Onp47DViUEyZNiOOPHF8TLzx3Ojda/W46k/3xK0TpsT148dF+3Zt4ifHXxB91uoVpx83WrDW5JNyQgIECLRcAcFay52tlREgQIAAAQIECBAgQIAAAQIESklAsJZsWgUL1pK13bDqTLD2/n//F2efcHC9wszdaof+4oKYPunKaNOmdfbnu+w9Nhuy7TVix/jhQSfHkIFbxEF77Zr92cQpT8XPTrk0Zj18TfYRlu5Ya9gsHE2AAIFyFRCslevkrZsAAQIECBAgQIAAAQIECBAgUFwCgrVk8yhYsPbqG3Pjyb8/H6+/9U69Ffxk1G7Zu8Oa6pMJ1iZNfTq+s/mG2Xekbb/N5vHNjb+aPf0tE6bEH26+L+694Zy6yx0+7qJY5yu94pgxe8QWO4+JM8YekA3XMp/nX5gTux98SkybcEl06dxRsNZUQ3IeAgSaXeC111JRU5Nq9uu4wKcLPDMzYsbMith0k9rYfBNKhRKorExH797pQl3edQkQIECAAAECBAgQIECAAAECBRcQrCUbQUGCtdvvfSRO/PXvs52vsfpq0bqycpVV3HblqdG5U4dkK1upesKkaTHn9bejbZvWMevfL8dDjz4T559yaAwZuGX2UY/3P/xUZK654pN531qnDu3j5GNGRb/t9o9Lf3V0DNjqwz8FnT3njez74R68+TfRa43useC/HzRZn05EgACB5hQ489ep+O8iwVpzGjt38Qt07ZKOX/xcsFb8k9IhAQIECBAgUEoCj06riKVVtaXUcsvrNfOvuH67V9C5dmhXEdv099+Dgg7BxQkQyFmg+/+1zflYB9YXKEiwNmTksbHu2mvGb08/PFq3XjVUy8eQjj/rinh/4aK47Jxjcrpj7czjD4zBA76Vbe2Td6x9sNz/YeZjZq5BgEBygSuvrYn/LU5+HmdovEA6HZHym93GAzZBZefOqThwn4omOJNTECBAgAABAgQIrBA44bSaWPhfHgTKW6Brl4gzT2xV3ghWT4BAyQi0be3PRpIMqyDB2vDRv4wdtvlm/HT08CS9N7r2witvi78/+0JcP/6EWPGOtRkPXFUX8mWCv313H1z3jrWdttsyDtzze9nrecdao9kVEiBAgAABAgQIECBAgAABAi1QYNqTFVFV5akAhRrty3Mq4pVXU7H2Wunos46/AF6oObRvl4qtvsO/UP6uS4BAwwQ8CrJhXp88uiDB2sW/vyMeeuzvceuVp0Zlq+b/mxwXXHFrDBvcP9bq/aX49+xXY/+jzskGZYfsMzSWLP0gttj5kBh72MjYc8SgmDJtRhx54viYeOO50bvX6nHlH++O2+6eGtePHxcd2reNMWPPjz5r9YrTjxudtXxzwdJkE1BNgAABAgQIECBAgAABAgQIECBAoJECk6dWxJT//8/AAbWx/QDBTiMZlREgQKCsBARrycZdkGBtadWy+O7wI+Jbm2wQPbp1qbeCE47YO9q3a5NsZStV/+iQU7PvVlvx2W2nbeLEo/eNdm0/vMbkx6fH4eMuqvv5L4/aJ0butkP268VLqiLzzrVHnpyZ/brfBn1i/JlHRs8eXbNfC9aabExORIAAAQIECBAgQIAAAQIECBAg0EABwVoDwRxOgAABAiFYS7YJChKsXX3jvXH+5bdEh/btYu3ea0SrilWf53n1+cdFp47tk63sE9WL/rck3lu4KFbvvtqnhnY1NbXx9jvvRs/uXT/1vW8LFy2O5cur6wWBgrUmHZOTESBAgAABAgQIECBAgAABAgQINEBAsNYALIcSIECAQFZAsJZsIxQkWBs26oRYr8+X4zcnHxqpVCrZCgpcLVgr8ABcngABAgQIECBAgAABAgQIECBQxgKCtTIevqUTIECgkQKCtUbCfVRWkGAt82jGrbfsF0cc8INk3RdBtWCtCIagBQIECBAgQIAAAQIECBAgQIBAmQoI1sp08JZNgACBBAKCtQR4EVGQYO26WyfGTXdOjr/8/oxo06Z1shUUuFqwVuABuDwBAgQIECBAgAABAgQIlKXAu++lYsaHr0P3IVDWAi/PqYhXXk3F2mulo886tWVtYfEEMgKbbhLRbbU0DAIEPkdAsJZsexQkWLv02jvjkmvuiM36rR/dVutcbwVnn3Bw9v1rpfARrJXClPRIgAABAgQIECBAgAABAi1N4KXZFXHdH1d9Z3tLW6P1ECBAgEDDBfbdqzbW6ytkbricinISEKwlm3ZBgrXfXXdnPPv8fz6z89+c/BPBWrK5qiZAgAABAgQIECBAgAABAi1aYEWw1q5dOtbo6c6EFj1siyNAgEAOAnPnpaKqKhWCtRywHFL2AoK1ZFugIMFaspaLq9oda8U1D90QIECAAAECBAgQIECAQHkIvDQ7Fdf9sVWstlo6NtnInQnlMXWrJECAwGcLzHy2It57PxX77FkT66/nL1zYKwQ+T0Cwlmx/FE2wVl1TE3+b+e+4+4En4heH7xUdO3gUZLLRqiZAgAABAgQIECBAgAABAi1XQLDWcmdrZQQIEGiMgGCtMWpqylVAsJZs8gUP1l74z+tx70NPxp/vmRrvvr8ou5on7740OnfqkGxleap2x1qeoF2GAAECBAgQIECAAAECBAisJCBYsx0IECBAYGUBwZr9QCB3AcFa7lafdmRBgrV3Frwfk6Y+HbfdPTUywVrms/UW/eKHuw6Mbb+9cbRv1ybZqvJYLVjLI7ZLESBAgAABAgQIECBAgACBjwQEa7YCAQIECAjW7AECjRMQrDXObUVV3oK1D5Ytj4cefSbumvRYPPrX57LX33yjr8b2W28W5112c/zp0hNjkw37JltNAaoFawVAd0kCBAgQIECAAAECBAgQKHsBwVrZbwEABAgQWEXAHWs2BIHcBQRruVt92pF5C9aeee7F2OfwM2ON1VeLvX+wY+w0cMtY80s9YuGixdF/6GGCtWRzVE2AAAECBAgQIECAAAECBMpKQLBWVuO2WAIECHyhgGDtC4kcQKBOQLCWbDPkLVh77p//iR//5LRst7vttE3sOmir2GKzr8XiJVWCtWQzVE2AAAECBAgQIECAAAECBMpOQLBWdiO3YAIECHyugGDNBiGQu4BgLXerTzsyb8Fa5uKvv/VO3Df5r9l3q2V+3a1r59hhm2/GrXdPccdasjmqJkCAAAECBAgQIECAAAECZSUgWCurcVssAQIEvlBAsPaFRA4gUCcgWEu2GfIarK1oNZ1Ox6x/vRz3PPRk/PmeR2LJ0qro3Wv1GL7ztjFk4BbRZ61eyVaVx2rvWMsjtksRIECAAAECBAgQIECAAIGPBARrtgIBAgQIrCwgWLMfCOQuIFjL3erTjixIsLZyI8uXV8e0v/0j7pz4eEyc8lT2R9MmXBJdOndMtrI8VQvW8gTtMgQIECBAgAABAgQIECBAYCUBwZrtQIAAAQKCNXuAQOMEBGuNc1tRVfBgbeX2Fy5aHJMfeyZ23v7b0a5tm2Qry1O1YC1P0C5DgAABAgQIECBAgAABAgQ+JViDQoAAAQIEVhbYZ8+aWH+9NBQCBD5HQLCWbHsUVbCWbCmFqRasFcbdVQkQIECAAAECBAgQIECgvAVW3LFW3gpWT4AAAQKfFBCs2RMEvlhAsPbFRp93hGAtmV8I1hICKidAgAABAgQIECBAgAABAo0Q8CjIRqApIUCAQAsW8I61FjxcS2tyAcFaMlLBWjI/wVpCP+UECBAgQIAAAQIECBAgQKAxAoK1xqipIUCAQMsVEKy13NlaWdMLCNaSmQrWkvkJ1hL6KSdAgAABAgQIECBAgAABAo0REKw1Rk0NAQIEWq6AYK3lztbKml5AsJbMVLCWzE+wltBPOQECBAgQIECAAAECBAgQaIyAYK0xamoIECDQcgUEay13tlbW9AKCtWSmBQnWjj/riujRrUvsMXRgrPXlNZKtoMDV3rFW4AG4PAECBAgQIECAAAECBAiUpYBgrSzHbtEECBD4TAHBms1BIHcBwVruVp92ZEGCtRv/8lCcf/mtsWRpVQzsv2nsOXxQbPXNb0RFRSrZagpQLVgrALpLEiBAgAABAgQIECBAgEDZCwjWyn4LACBAgMAqAoI1G4JA7gKCtdytiiZYyzSytGpZTJr6dFx/26T454uvxNq914h9dx8Suw7aKjp1bJ9sVXmsFqzlEdulCBAgQIAAAQIECBAgQIDARwKCNVuBAAECBFYWEKzZDwRyFxCs5W5VVMHays08+/zs+PWlN8X0WS9mv50J2DKPieyzVq9kq8tDtWAtD8guQYAAAQIECBAgQIAAAQIEPiEgWLMlCBAgQECwZg8QaJyAYK1xbiuqCvIoyBUXr6mpjSefeT5u+stDMfnx6dlvDxm4ZTz612ezj4nceftvx3kn/STZCpu5WrDWzMBOT4AAAQIECBAgQIAAAQIEPkVAsGZbECBAgIBgzR4g0DgBwVrj3AoarL2/8H9x56TH40+3Pxivv/VO9O61euy7++DYdcf+0aVzx6j6YFncN/mvMWnq3+J3Zx+dbIXNXC1Ya2ZgpydAgAABAgQIECBAgAABAoI1e4AAAQIEvkDAoyBtEQK5CwjWcrf6tCMLcsfa4eMuyt6hNrD/prHn8EGx1Te/ERUVqWQrKVC1YK1A8C5LgAABAgQIECBAgAABAmUt4I61sh6/xRMgQKCegGDNpiCQu4BgLXerognWHnr0mdhgva9k71Qr9Y9grdQnqH8CBAgQIECAAAECBAgQKEUBwVopTk3PBAgQaD4BwVrz2TpzyxMQrCWbaUHuWEvWcvNU19amY96C96JHty5R2apVvYss+t+SqK6pidW6dF7lZ4K15pmHsxIgQIAAAQIECJ7h/LIAACAASURBVBAgQIAAgc8TeGl2RVz3x4po1y4da/RMwyJAgACBMheYOy8VVVWp2Hev2livb22Za1g+gc8XEKwl2yF5C9Z+dsolMXHK0zl1O23CJdl3rTX1Z9my5XHAMefG0qoP4rYrT607/dQnZsbPT/tdLFlalf3eycfsF3sMHZj9deZ7Y8+4PPvoysxn4w37xvgzjsgGcJmPYK2pp+R8BAgQIECAAAECBAgQIEDgiwVWBGtffKQjCBAgQKCcBARr5TRta22sgGCtsXIf1uUtWHt42vR4/c13cup2j2HbRds2rXM6NteD0ul0/PKcq+Mv9z8WX19/7bpgbWnVsvju8CPip6OHx14jBsWUaTPiyBPHx8Qbz80+qvKqP90Tt06YEtePHxft27WJnxx/QfRZq1ecftzo7KUFa7lOwHEECBAgQIAAAQIECBAgQKDpBN59LxUzZjbd+ZyJQKkKvDynIl55NRVrr5WOPuu4S6dU56jvphPYdJOIbqu5k7npRJ2pJQoI1pJNNW/B2sptPvG3f8R//7c4hgzcMln3Dai+8o93x70PPRm77tg/7pv817pgLXO32qG/uCCmT7oy2nwU5u2y99hsyLbXiB3jhwedHEMGbhEH7bVr9moTpzwVPzvl0pj18DWRSqUEaw2YgUMJECBAgAABAgQIECBAgAABAgSaVmDy1IqY8v//GTigNrYfIFhrWl1nI0CAQMsUEKwlm2tBgrXMYyH/t3hpXHHuz5N1n2P1pKl/i9MvuDZuvfLUeOSJmXHLhCl1wVrm13+4+b6494Zz6s52+LiLYp2v9IpjxuwRW+w8Js4Ye0A2XMt8nn9hTux+8Cmx4nGV7ljLcQgOI0CAAAECBAgQIECAAAECBAgQaHIBwVqTkzohAQIEWryAYC3ZiAsSrF167Z1x5/2PZR+32Nyf5/71cow++pz4/QVjY6Ov9Ylb7np4lWAt86jH+x9+apV3rmXet9apQ/s4+ZhR0W+7/ePSXx0dA7baJNvq7DlvxLD9xsWDN/8meq3RPRZXVTf3EpyfAAECBFqIQDodkUq1kMVYBgECBAgQIECAAAECRSFw3wPpuP/BiJ0GRey8o99wFMVQNEGAAIEiF+jYrrLIOyzu9goSrM1/d2HsvNfYOP+UQ2Pbb2/crEKnX3BdPPH3f8TArTbNXuf5F1+Jf/x7Tuy+64D4yajvx30PP/WFd6ydefyBMXjAtz6s/8QdawsXL2/W/p2cAAECBFqOQG06osLvc1vOQK2EAAECBAgQIECAQBEITHwoYtJDEYN3iBiyQxE0pAUCBAgQKHqBLh1bF32PxdxgQYK1zB1hmfecfdZnxWMWmwLu0b8+G/988ZW6U818fnY8+/zs2OeHg2PvH+wYT8/4d/YdazMeuCpat/4wpR0y8tjYd/fBde9Y22m7LePAPb+X/Zl3rDXFVJyDAAECBAgQIECAAAECBAgQIECgKQQ8CrIpFJ2DAAEC5SXgUZDJ5l2QYO2hR5+J196c95mdjxy+Q7Rt0zyJ6ScfBblk6Qexxc6HxNjDRsaeIwbFlGkz4sgTx2cfU9m71+px5R/vjtvunhrXjx8XHdq3jTFjz48+a/WK048bne3fO9aSbUDVBAgQIECAAAECBAgQIECAAAECjRcQrDXeTiUBAgTKVUCwlmzyBQnWkrWcrPqTwVrmbJMfnx6Hj7uo7sS/PGqfGLnbh/fOL15SFZk77B55cmb2634b9InxZx4ZPXt0zX4tWEs2D9UECBAgQIAAAQIECBAgQIAAAQKNFxCsNd5OJQECBMpVQLCWbPIFC9Yy71n754uvxpKlVfVWsP02m0frylbJVtbA6pqa2nj7nXejZ/eudY+EXPkUCxctjuXLq6NHty6rnFmw1kBohxMgQIAAAQIECBAgQIAAAQIECDSZgGCtySidiAABAmUjIFhLNuqCBGuZd5yNPPT0z+y8Kd+xlozni6sFa19s5AgCBAgQIECAAAECBAgQIECAAIHmERCsNY+rsxIgQKAlCwjWkk23IMHaESf+Nt58e0GcePS+seehp8cdvz8j1lh9tTjx11dHujadfdRiqXwEa6UyKX0SIECAAAECBAgQIECAAAECBFqegGCt5c3UiggQINDcAoK1ZMIFCdZ22Xts7P2DwbHHsIGxyQ4HxG1XnhpfX3/tmD7rxdj7p2fGw7ddWPcOs2TLa/5qwVrzG7sCAQIECBAgQIAAAQIECBAgQIDApwsI1uwMAgQIEGiogGCtoWKrHl+QYG3IyGNj1B47xZ7Dd4jMrw/db7f4/pCt45XX50YmdLt+/Amx+UZfTbayPFUL1vIE7TIECBAgQIAAAQIECBAgQIAAAQL1BARrNgUBAgQINFRAsNZQsSII1kYffU6s+aUeccbYA+LU86+NaU/PirGHjYwHH/173Dnx8fjrPb+LTh3bJ1tZnqoFa3mCdhkCBAgQIECAAAECBAgQIECAAAHBmj1AgAABAokFBGvJCAtyx9q9D/015rz2VvZOtXnz348fHHhivPv+ouxKfj7mR7H/j3dOtqo8VgvW8ojtUgQIECBAgAABAgQIECBAgAABAqsIuGPNhiBAgACBhgoI1hoqturxBQnWPtlydU1NvDD7tfjKmj2jc6cOyVaU52rBWp7BXY4AAQIECBAgQIAAAQIECBAgQKBOQLBmMxAgQIBAQwUEaw0VK5JgLZ1Ox5zX3o63570b6669Zqyx+mrx6htzo0P7dtGjW5dkq8pjtWAtj9guRYAAAQIECBAgQIAAAQIECBAgsIqAYM2GIECAAIGGCgjWGipWBMHa4iVVMWbs+fHMcy9kuzn7hINj6OD+ccSJv405r74dd117VrJV5bFasJZHbJciQIAAAQIECBAgQIAAAQIECBAQrNkDBAgQIJBIQLCWiC8K8ijIWyZMifFX/zmOO3Rk3PDnB2LvH+yYDdaemv6v2P/os+Ph2y6Mnj26JltZnqoFa3mCdhkCBAgQIECAAAECBAgQIECAAIF6Au5YsykIECBAoKECgrWGiq16fEGCteGjfxlDBm4ZY/YdFgcfe14M3bF/Nlh79/1Fse1uh8dNl50cG32tT7KV5alasJYnaJchQIAAAQIECBAgQIAAAQIECBAQrNkDBAgQIJBYQLCWjLAgwdqwUSfEbjtvE6N/vMsqwdrsOW/EsP3GxaSbzosvf6lHspXlqVqwlidolyFAgAABAgQIECBAgAABAgQIEBCs2QMECBAgkFhAsJaMsCDB2ukXXBePPfVcXPvbX8RJv/599o61Hbb9Zhx7+u/i2ednx5Q/XxStWlUkW1meqgVreYJ2GQIECBAgQIAAAQIECBAgQIAAAcGaPUCAAAECiQUEa8kICxKsvbdwUfzgwJNi7jvvZbvv3Wv17GMglyytiovPOjK2679ZslXlsVqwlkdslyJAgAABAgQIECBAgAABAgQIEFhFwDvWbAgCBAgQaKiAYK2hYqsen7dgbd7892N5dXXdIx6XVi2LWyY8HP/418uxaPHS6POVL8XwXbaN9fv0TraiPFcL1vIM7nIECBAgQIAAAQIECBAgQIAAAQJ1AoI1m4EAAQIEGiogWGuoWIGCtWeeezH2OfzMOPbQH8feP9gxKlu1StZ5kVQL1opkENogQIAAAQIECBAgQIAAAQIECJShgGCtDIduyQQIEEgoIFhLBpi3O9aWLP0gLv797XHtrRPjq+v2jtOOHR0bfX3dZN0XQbVgrQiGoAUCBAgQIECAAAECBAgQIECAQJkKCNbKdPCWTYAAgQQCgrUEeBGRt2BtRZv/fPGVOOW8P8Ssf78ce43YMQ4fPTw6d+qQbBUFrBasFRDfpQkQIECAAAECBAgQIECAAAECZS4gWCvzDWD5BAgQaISAYK0RaCuV5D1Yy1y7pqY2brt7Spx2wXXZVrp17bzKKu654Zz4vxIJ2wRryTagagIECBAgQIAAAQIECBAgQIAAgcYLCNYab6eSAAEC5SogWEs2+YIEa6++MTfO+u0N8ehfn4vN+q0fX19/rVVW8bNDfhTt27VJtrI8VQvW8gTtMgQIECBAgAABAgQIECBAgAABAvUEBGs2BQECBAg0VECw1lCxVY/Pa7BW9cGyuObm++Li398RHdq3i5N/Niq+N+g7kUqlkq2igNWCtQLiuzQBAgQIECBAgAABAgQIECBAoMwFBGtlvgEsnwABAo0QEKw1Am2lkrwFa2++PT/2P/qceP2td2LP4TvET0ePiC6dOybrvgiqBWtFMAQtECBAgAABAgQIECBAgAABAgTKVECwVqaDt2wCBAgkEBCsJcCLiLwFa88892L28Y8nH7NfbPS1Psm6LqJqwVoRDUMrBAgQIECAAAECBAgQIECAAIEyExCsldnALZcAAQJNICBYS4aYt2BtadWyaN26VVS2apWs4yKrFqwV2UC0Q4AAAQIECBAgQIAAAQIECBAoIwHBWhkN21IJECDQRAKCtWSQeQvWkrVZvNWCteKdjc4IECBAgAABAgQIECBAgAABAi1dQLDW0idsfQQIEGh6AcFaMlPBWjK/EKwlBFROgAABAgQIECBAgAABAgQIECDQaAHBWqPpFBIgQKBsBQRryUYvWEvmJ1hL6KecAAECBAgQIECAAAECBAgQIECg8QKCtcbbqSRAgEC5CgjWkk1esJbMT7CW0E85AQIECBAgQIAAAQIECBAgUNoCr72WipqaVGkvooS7f2ZmxIyZFbHpJrWx+SYlvJASb72yMh29e6dLfBXaJ0CgXAQEa8kmLVhL5idYS+innAABAgQIECBAgAABAgQIEChtgXMvaBWLFgnWCjLFdEQ6Q5/Jc1IRqY/+syC9lPlFu3RJxzFH1pS5guUTIFAqAoK1ZJMqm2Dtg2XL450F70eH9u2iW9fO9dRqa9Mxb8F70aNbl6hs1arezxf9b0lU19TEal1WrfWOtWQbUDUBAgQIECBAgAABAgQIECBQ2gI33VIRi5cI1vI9xZqaiDfeTEV6pZukUqmIL6+Zjk/5o618t1d21+vUKeJHPxSsld3gLZhAiQoI1pINriyCtV+ec3Xccd+jdVKbb/TVGH/GEdG1S6fs96Y+MTN+ftrvYsnSquzXJx+zX+wxdGD215nvjT3j8pj8+PTs1xtv2DdbmwngMh/BWrINqJoAAQIECBAgQIAAAQIECBAgQKDhAtNnpOKOu+r/5fDhw2pis009krDhoioIECBQPgKCtWSzLotg7fLrJ8Q2W24UX+37lXhr7vzY67AzYp8fDo6D9x4aS6uWxXeHHxE/HT089hoxKKZMmxFHnjg+Jt54bvTutXpc9ad74tYJU+L68eOifbs28ZPjL4g+a/WK048bLVhLtvdUEyBAgAABAgQIECBAgAABAgQINFLgL3dVxDMzKupVb75pbew2rLaRZ1VGgAABAuUgIFhLNuWyCNZWJlq+vDq23/3oOHz0iNhj2HbZu9UO/cUFMX3SldGmTevsobvsPTYbsu01Ysf44UEnx5CBW8RBe+2a/dnEKU/Fz065NGY9fE2kUil3rCXbf6oJECBAgAABAgQIECBAgAABAgQaIfCnm1rFv16o/wjOr66fjr1HeiRhI0iVECBAoGwEBGvJRl02wdqyZcvj9zfdF1OfnBmrd+8SZx1/UHTq2D5umTAl/nDzfXHvDefUSR4+7qJY5yu94pgxe8QWO4+JM8YekA3XMp/nX5gTux98SkybcEl06dxRsJZs/6kmQIAAAQIECBAgQIAAAQIECBBohMDVf2gVc175MFjLvFst8661zFdrr52OA/YTrDWCVAkBAgTKRkCwlmzUZROsZR75OO7sq+JfL70SPXusFr864eDo1bNb9lGP9z/8VNx25al1kpn3rXXq0D5OPmZU9Ntu/7j0V0fHgK02yf589pw3Yth+4+LBm38TvdboHrUrvyE22SxUEyBQYgJezV1iAyuCdpdVp6NNZf1HtRRBa1ogQIAAAQIECBAgQKDEBC66rDqe+2c6G6Zl3qi24j83+nrEkWMqS2w12iVAoLEC3qjYWLnyrqvI/I0Mn0YLlE2wtkIonU7HQceeF19avVv2TrRc7lg78/gDY/CAb2VP8ck71t5asLTR+AoJEChtAf/iUtrzK1T3/r2lUPKuS4AAAQIECBAgQKBlCTz8SEU8NPmjv7i3IlWLiO23q43tvusday1r2lZD4LMFxCN2R2MEenVv35gyNR8JlF2wlln3Wb+9If7z6ltx1XnH1r1jbcYDV0Xr1h/+bZ4hI4+NfXcfXPeOtZ222zIO3PN72Z95x5r/7hAgQIAAAQIECBAgQIAAAQIECBRaYN68iEsuq4xshPbRLWuZmO2wMdXRs2ehu3N9AgQIEChmAY+CTDadFh+s/W/x0rjihgkxfOdto/eaPbN3nB14zLnZoOyQfYbGkqUfxBY7HxJjDxsZe44YFFOmzYgjTxwfE288N3r3Wj2u/OPdcdvdU+P68eOiQ/u2MWbs+dFnrV5x+nGjs/JvumMt2Q5UTYAAAQIECBAgQIAAAQIECBAg0CiBZ2el4vEnWsX8BRE9ukdsvVVNbNzP81UahamIAAECZSQgWEs27BYfrC1eUhWjjvxV/PPFV+qkdttpmzjpZ6OibZvW2e9Nfnx6HD7uorqf//KofWLkbjtkv87UZ9659siTM7Nf99ugT4w/88jo2aNr9mvBWrINqJoAAQIECBAgQIAAAQIECBAgQKBxAjW1ES+9VFEXrPXtWxuVrRp3LlUECBAgUD4CgrVks27xwdoKnkxAtuC9hdGjW9fsnWef/NTU1Mbb77wbPbt3rXsk5MrHLFy0OJYvr44e3bqsUipYS7YBVRMgQIAAAQIECBAgQIAAAQIECDRcoLo64oqrK+PtuR/XZh4BOebA6qj88G0nPgQIECBA4FMFBGvJNkbZBGvJmD67WrDWXLLOS4AAAQIECBAgQIAAAQIECBAg8FkCs2al4pbb69+etseImujncZA2DgECBAh8joBgLdn2EKwl8/MoyIR+ygkQIECAAAECBAgQIECAAAECBBouMHlqRUyZWlGvcOCA2th+QG3DT6iCAAECBMpGQLCWbNSCtWR+grWEfsoJECBAgAABAgQIECBAgAABAgQaLvD4tFRMfLD+HWtDBtXE1v3TDT+hCgIECBAoGwHBWrJRC9aS+QnWEvopJ0CAAAECBAgQIECAAAECBAgQaLjAY9MqYtKDq96xlonThgyqjW36u2Ot4aIqCBAgUD4CgrVksxasJfMTrCX0U06AAAECBAgQIECAAAECBAgQINBwgWlPVsR9kyoilUnTUhGRjkinInYeXBv9vyNYa7ioCgIECJSPgGAt2awFa8n8BGsJ/ZQTIECAAAECBAgQIECAAAECBAg0XGDevIiLL6/MBmp1n1TETw+pjp49G34+FQQIECBQPgKCtWSzFqwl8xOsJfRTToAAAQIECBAgQIAAAQIECBAg0HCBbLB2WWWkV7pjLZUJ1sYI1hquqYIAAQLlJSBYSzZvwVoyP8FaQj/lBAgQIECAAAECBAgQIECAAAECDRfIPAry/kmrvmMtc5adPAqy4ZgqCBAgUGYCgrVkAxesJfMTrCX0U06AAAECBAgQIECAAAECBAgQINBwAcFaw81UECBAgMCHAoK1ZDtBsJbMT7CW0E85AQIECBAgQIAAAQIECBAgQIBAwwUyj4K85PKPHgX5UXnmUZCHecdawzFVECBAoMwEBGvJBi5YS+YnWEvop5wAAQIECBAgQIAAAQIECBAgQKBxAs/OSsXjT7SK+QsienSP2Hqrmti43/9r7+7jvprvP4C/KyXpPpGbMaOs5abIIsvi6oaUhNDITX65nU2R+/0Kc7eomZXVSLJhsoUZvzJTM2JaRPRLo/HLKiW1pHTj+j3O8biuXaVc386XVp3n+e96fD/vc877+Tn/nMfr+nxO8tE1BwECBAgQ2LCAYK24p0OwVpyfYK1IP+UECBAgQIAAAQIECBAgQIAAAQIECBAgQIDAphMQrBVnLVgrzk+wVqSfcgIECBAgQIAAAQIECBAgQIAAAQIECBAgQGDTCQjWirMWrBXnJ1g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       "        var display = window.getComputedStyle(gd).display;\n",
       "        if (!display || display === 'none') {{\n",
       "            console.log([gd, 'removed!']);\n",
       "            Plotly.purge(gd);\n",
       "            observer.disconnect();\n",
       "        }}\n",
       "}});\n",
       "\n",
       "// Listen for the removal of the full notebook cells\n",
       "var notebookContainer = gd.closest('#notebook-container');\n",
       "if (notebookContainer) {{\n",
       "    x.observe(notebookContainer, {childList: true});\n",
       "}}\n",
       "\n",
       "// Listen for the clearing of the current output cell\n",
       "var outputEl = gd.closest('.output');\n",
       "if (outputEl) {{\n",
       "    x.observe(outputEl, {childList: true});\n",
       "}}\n",
       "\n",
       "                        })                };                });            </script>        </div>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = px.box(data_no_outliers, x=\"Gender\", y=\"Yearly Amount Spent\")\n",
    "fig.show() #plotting boxplot with \"\"Gender\",\"Yearly Amount Spent\"\""
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "JaijQjrlFWth"
   },
   "source": [
    "Identify the relationship between amount spend and gender."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 564
    },
    "id": "_x2n5RXoFnF3",
    "outputId": "79efabd9-8558-4002-eaad-c854132b76ce",
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# relationship between yearly amount spent and gender from the ecommerce dataset using scatterplot\n",
    "\n",
    "\n",
    "\n",
    "# Create a scatter plot\n",
    "plt.figure(figsize=(10, 6))\n",
    "plt.scatter(data['Gender'], data['Yearly Amount Spent'], color='blue', label='Yearly Amount Spent')\n",
    "\n",
    "# Adding labels, title, and legend\n",
    "plt.xlabel('Gender')\n",
    "plt.ylabel('Yearly Amount Spent')\n",
    "plt.title('Yearly Amount Spent vs. Gender')\n",
    "plt.legend()\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 564
    },
    "id": "MpA2EJtoHGAs",
    "outputId": "524aff6a-378d-4aea-9eb9-b8f31a5eb187",
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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uvPNO3Xffffrhhx/0xRdf6KGHHnI6NfLU52/btq0qV66shQsXau3atW4FqaCgID388MN6/PHH9eKLL+qRRx4562O6dOmigIAAbdu2zWOnzbVv314ff/yxPv/8c6fT+z766COnOnd+pgHAVQQpADiNSZMm6frrr1eXLl00cOBA1axZU/v379emTZv0yy+/6JNPPpEkdevWTf/973/19NNPq23btvrzzz/17LPPqk6dOh7ZI2r48OFq1aqVJGnq1Klnrd+wYYNWrlyp++67Tx06dCh2/KqrrtIrr7yi9957zyNBqnLlynrqqaf0+OOPq3///rr11luVlZWlZ555RiEhIU6nd91xxx2aNGmSbr/9dv373/9WVlaWxo0bd84hSpKaNGkiyb6n0fXXXy9/f/8SA012drYSEhLUp08fderUSfHx8Tp8+LCWLl2qiRMnqmHDhsVmK/z9/dW5c2c99NBDKiws1IsvvqicnBynTYAnTpyoq6++WomJibrvvvuUkJCgQ4cOaevWrfriiy/07bffntP7Sk1N1dtvv60WLVrIz8/PMdNTkltvvVUPPfSQbr31VuXl5RW7bu0///mP9uzZo44dOyouLk4HDx7UxIkTFRgYqLZt2zrqAgIC1LZt27Ne3/bII4/ojz/+0KOPPqrvv/9eN998sxISEpSXl6ft27drypQpjrAp2YP0s88+qyeeeELbt2/XddddpypVqujvv//WypUrVbFiRbc2V5ak/v37a/z48erfv7+ef/55NWjQQPPnz9fChQuL1br6Mw0ALrN6tQsA8AVt27Y1l156qdPYr7/+avr27Wtq1KhhAgMDTXR0tOnQoYPTSmV5eXlm5MiRpmbNmiYkJMQ0b97czJ07t8SV6F566aVir326VftOlpCQYBo2bOjS+0hOTjaSzLp160qsefTRR40ks2bNGmOMfdW+oUOHnranU/stWnnuk08+cRqfMmWKadq0qQkKCjIRERGmZ8+eTstZF5k+fbpp2LChCQkJMY0aNTKzZs1y67OSZJ5++mnH/by8PHP33Xeb6tWrG5vNZiSZtLS0077vvLw88/LLL5vrr7/e1KpVywQHB5uQkBDTsGFDM2rUKJOVlVWshxdffNE888wzJi4uzgQFBZlmzZqZhQsXFnvutLQ0M2jQIFOzZk0TGBhoqlevbtq0aWOee+65s352p/v679+/3/Tu3dtUrlzZ8b5c0a9fPyPptEvnz5s3z1x//fWmZs2aJigoyNSoUcN07drVLFu2zKlO0mlXVyzJ559/brp3726ioqJMQECACQsLM5dffrkZMWKE+eOPP4rVz50717Rv396Eh4eb4OBgU7t2bdO7d2/zzTffOGoGDBhgKlasWOyxTz/9dLHPYs+ePeamm24ylSpVMmFhYeamm24yy5cvP+3PlCs/00Wr9q1atcrlzwBA+WQz5pQligAAPuO3337TZZddpjfffNNxUTy8b8eOHapTp45eeukljRw50up2AAA+iFP7AMAHbdu2TTt37tTjjz+umJiYYqdpAQAAa7H8OQD4oP/+97/q3LmzDh8+rE8++cRxnQkAAPANnNoHAAAAAG5iRgoAAAAA3ESQAgAAAAA3EaQAAAAAwE2s2iepsLBQf/31l8LCwmSz2axuBwAAAIBFjDE6dOiQYmNj5edX8rwTQUrSX3/9pfj4eKvbAAAAAOAjdu/erbi4uBKPE6QkhYWFSbJ/WOHh4RZ3AwAAAMAqOTk5io+Pd2SEkhCkJMfpfOHh4QQpAAAAAGe95IfFJgAAAADATQQpAAAAAHATQQoAAAAA3MQ1UgAAAOWMMUYnTpxQQUGB1a0Apc7f318BAQHnve0RQQoAAKAcyc/PV3p6uo4ePWp1K4BlQkNDFRMTo6CgoHN+DoIUAABAOVFYWKi0tDT5+/srNjZWQUFB5/2/8sCFxBij/Px87du3T2lpaWrQoMEZN909E4IUAABAOZGfn6/CwkLFx8crNDTU6nYAS1SoUEGBgYHauXOn8vPzFRISck7Pw2ITAAAA5cy5/g88UFZ44meAnyIAAAAAcBNBCgAAAADcRJACAAAATjFt2jRVrlzZ6jbgwwhSAAAA8FnGGHXq1EldunQpduytt95SRESEdu3aZUFnrvvoo4/k7++ve++91+pW3JaQkKAJEyactW7t2rXq1q2batSooZCQECUkJOjmm2/WP//84/0mT7Jjxw7ZbDatW7fO669FkAIAAIBbCgqkpUulmTPtf3pzX1+bzaapU6fq559/1qRJkxzjaWlpeuSRRzRx4kTVqlXLo695/Phxjz7f+++/r1GjRiklJaVM7t+VmZmpTp06qVq1alq4cKE2bdqk999/XzExMWXy/RYhSPmQ0vxHCQAA4FykpkoJCVL79lK/fvY/ExLs494SHx+viRMnauTIkUpLS5MxRnfddZc6duyof/3rX+ratasqVaqkqKgo3XHHHU6zIAsWLNDVV1+typUrKzIyUt26ddO2bdscx4tmMD7++GO1a9dOISEh+vDDD51ef8eOHfLz89Pq1audxl9//XXVrl1bxpgSe9+xY4eWL1+uRx99VJdccolmz57tdLzoFMJ58+bp4osvVmhoqHr37q0jR45o+vTpSkhIUJUqVfTAAw+o4KRfDg8cOKD+/furSpUqCg0N1fXXX68tW7Y4jo8ePVqXX36502tNmDBBCQkJjvsDBw7UjTfeqJdfflkxMTGKjIzU0KFDHUGyXbt22rlzpx588EHZbLYS9xxbvny5cnJyNGXKFDVr1kx16tRRhw4dNGHCBEfIXbp0qWw2m7788ktddtllCgkJUatWrbR+/fpiz3XNNdeoQoUKio+P17Bhw3TkyBHH8YSEBI0ZM0aDBg1SWFiYatWqpcmTJzuO16lTR5LUrFkz2Ww2tWvXrsSvzfkiSPkIK/5RAgAAcEdqqtS7t7Rnj/P43r32cW/+3jJgwAB17NhRd955p9544w1t2LBBEydOVNu2bXX55Zdr9erVWrBggf7++2/17dvX8bgjR47ooYce0qpVq7R48WL5+fmpV69eKiwsdHr+Rx55RMOGDdOmTZuKnUaYkJCgTp06aerUqU7jU6dO1cCBA8+4qfH777+vG264QREREbr99tv13nvvFas5evSoXnvtNaWkpGjBggVaunSpkpKSNH/+fM2fP18ffPCBJk+e7BTCBg4cqNWrV+vzzz/XTz/9JGOMunbt6vZs2pIlS7Rt2zYtWbJE06dP17Rp0zRt2jRJUmpqquLi4vTss88qPT1d6enpp32O6OhonThxQnPmzDljqJSkhx9+WC+//LJWrVqlGjVqqEePHo6e169fry5duigpKUm//fabZs2apR9++EH333+/03O88soruuKKK7R27VoNGTJE9913n/744w9J0sqVKyVJ33zzjdLT05XqzW9KA5OdnW0kmezsbEte/9NPjbHZjJGcbzab/fbpp5a0BQAAypjc3Fzz+++/m9zcXLcfe+KEMXFxxX9fOfn3lvh4e523/P3336Z69erGz8/PpKammqeeespce+21TjW7d+82ksyff/552ufIzMw0ksz69euNMcakpaUZSWbChAlOdVOnTjURERGO+7NmzTJVqlQxx44dM8YYs27dOmOz2UxaWlqJ/RYUFJj4+Hgzd+5cY4wx+/btM4GBgWbLli1OryPJbN261TE2ePBgExoaag4dOuQY69Klixk8eLAxxpjNmzcbSebHH390HP/nn39MhQoVzMcff2yMMebpp582l112mVM/48ePN7Vr13bcHzBggKldu7Y5cdIXrU+fPubmm2923K9du7YZP358ie+xyOOPP24CAgJM1apVzXXXXWfGjRtnMjIyHMeXLFliJJmUlBTHWFZWlqlQoYKZNWuWMcaYO+64w9xzzz1Oz7ts2TLj5+fn+J6tXbu2uf322x3HCwsLTY0aNczbb79tjPnf13Pt2rVn7PdMPwuuZgNmpCxWUCANH27/J+hURWPJyZzmBwAArLVsWfGZqJMZI+3eba/zlho1auiee+5Rw4YN1atXL61Zs0ZLlixRpUqVHLdLLrlEkhyn723btk39+vVT3bp1FR4e7jj169QFKq644oozvvaNN96ogIAAzZkzR5J9pql9+/ZOp8qdatGiRTpy5Iiuv/56SVK1atV07bXX6v3333eqCw0NVb169Rz3o6KilJCQoEqVKjmNZWZmSpI2bdqkgIAAtWrVynE8MjJSF198sTZt2nTG93GqSy+9VP7+/o77MTExjtdxx/PPP6+MjAy98847atSokd555x1dcsklxU7da926tePvVatWdep5zZo1mjZtmtPXs0uXLiosLFRaWprjcU2bNnX83WazKTo6+px6Pl8EKYv5wj9KAAAAZ1PCWV3nXHeuAgICFBAQIEkqLCxU9+7dtW7dOqfbli1bdM0110iSunfvrqysLL377rv6+eef9fPPP0uS8vPznZ63YsWKZ3zdoKAg3XHHHZo6dary8/P10UcfadCgQWd8zPvvv6/9+/crNDTU0ff8+fM1ffp0p+udAgMDnR5ns9lOO1Z0OqIp4fQ5Y4zjNEM/P79idac77e9Mr+OuyMhI9enTR6+88oo2bdqk2NhYvfzyy2d9XFHPhYWFGjx4sNPX8tdff9WWLVucgqYnez4fAaX+inDiK/8oAQAAnElMjGfrPKF58+b69NNPlZCQ4AhXJ8vKytKmTZs0adIkJSYmSpJ++OGHc369u+++W40bN9Zbb72l48ePKykpqcTarKwsffbZZ0pJSdGll17qGC8sLFRiYqK++uordevW7Zz6aNSokU6cOKGff/5Zbdq0cbze5s2b1bBhQ0lS9erVlZGR4RSuzmVJ8KCgIKfQ587j6tWr57RQhCStWLHCsQDFgQMHtHnzZscsYvPmzbVx40bVr1/f7dc7+XUlnVPP7mJGymK++I8SAADAqRITpbg4qaR1FWw2KT7eXldahg4dqv379+vWW2/VypUrtX37di1atEiDBg1SQUGBqlSposjISE2ePFlbt27Vt99+q4ceeuicX69hw4a68sor9cgjj+jWW29VhQoVSqz94IMPHDM0jRs3dtyaNm2qbt26nXbRCVc1aNBAPXv21L///W/98MMP+vXXX3X77berZs2a6tmzpyT7inv79u3TuHHjtG3bNr355pv66quv3H6thIQEff/999q7d2+Je0LNmzdPt99+u+bNm6fNmzfrzz//1Msvv6z58+c7+iny7LPPavHixdqwYYMGDhyoatWq6cYbb5RkX/Djp59+0tChQx0zi59//rkeeOABl/utUaOGKlSo4Fh4JDs72+337CqClMV88R8lAACAU/n7SxMn2v9+6u8tRfcnTLDXlZbY2Fj9+OOPKigoUJcuXdS4cWMNHz5cERER8vPzk5+fn1JSUrRmzRo1btxYDz74oF566aXzes277rpL+fn5Lp3W16tXL/n5Ff91+6abbtK8efP0999/n3MfU6dOVYsWLdStWze1bt1axhjNnz/fcdpbw4YN9dZbb+nNN9/UZZddppUrV2rkyJFuv86zzz6rHTt2qF69eqpevfppaxo1aqTQ0FCNGDFCl19+ua688kp9/PHHmjJliu644w6n2hdeeEHDhw9XixYtlJ6ers8//9wxi9S0aVN999132rJlixITE9WsWTM99dRTinFjRiEgIECvvfaaJk2apNjY2GJBzpNspqSTLMuRnJwcRUREKDs7W+Hh4aX++kVLiUrOi04U/aM0e7Z0hpljAAAAlxw7dkxpaWmqU6eOQkJCzuk5UlPtC2WdfI13fLw9RJWH31eef/55paSkFFtEAWe2dOlStW/fXgcOHFDlypWtbueMPwuuZgNmpHxAUpI9LNWs6TweF0eIAgAAviUpSdqxQ1qyRProI/ufaWll//eVw4cPa9WqVXr99dc1bNgwq9uBD2CxCR+RlCT17GlfnS893X5NVGJi6U6PAwAAuMLfX2rXzuouStf999+vmTNn6sYbbzzraX0oHzi1T9af2gcAAFAaPHFqH1AWcGofAAAAAFiAIAUAAFDOcEISyjtP/AwQpAAAAMqJoqWxjx49anEngLWKfgaKfibOBYtNAAAAlBP+/v6qXLmyMjMzJUmhoaGylbSZJVAGGWN09OhRZWZmqnLlyvI/j5XdCFIAAADlSHR0tCQ5whRQHlWuXNnxs3CuCFIAAADliM1mU0xMjGrUqKHjx49b3Q5Q6gIDA89rJqoIQQoAAKAc8vf398gvk8D5Kii4MPdSJUgBAAAAsERqqjR8uLRnz//G4uKkiROlpCTr+nIFq/YBAAAAKHWpqVLv3s4hSpL27rWPp6Za05erCFIAAAAASlVBgX0m6nTbORWNJSfb63wVQQoAAABAqVq2rPhM1MmMkXbvttf5KoIUAAAAgFKVnu7ZOisQpAAAAACUqpgYz9ZZgSAFAAAAoFQlJtpX57PZTn/cZpPi4+11voogBQAAAKBU+fvblziXioepovsTJvj2flIEKQAAAAClLilJmj1bqlnTeTwuzj7u6/tIsSEvAAAAAEskJUk9e9pX50tPt18TlZjo2zNRRQhSAAAAACzj7y+1a2d1F+7j1D4AAAAAcBNBCgAAAADcRJACAAAAADdxjRQAAAAAyxQUsNgEAAAAALgsNVUaPlzas+d/Y3Fx9j2mfH35c07tAwAAAFDqUlOl3r2dQ5Qk7d1rH09NtaYvVxGkAAAAAJSqggL7TJQxxY8VjSUn2+t8FUEKAAAAQKlatqz4TNTJjJF277bX+SqCFAAAAIBSlZ7u2TorEKQAAAAAlKqYGM/WWYEgBQAAAKBUJSbaV+ez2U5/3GaT4uPtdb6KIAUAAACgVPn725c4l4qHqaL7Eyb49n5SBCkAAAAApS4pSZo9W6pZ03k8Ls4+7uv7SLEhLwAAAABLJCVJPXvaV+dLT7dfE5WY6NszUUUIUj6koODC/CYCAAAAzpW/v9SundVduI8g5SNSU+2bkp28nn5cnP3cUV+f1gQAAADKG66R8gGpqVLv3sU3Jdu71z6emmpNXwAAAABOjyBlsYIC+0yUMcWPFY0lJ9vrAAAAAPgGgpTFli0rPhN1MmOk3bvtdQAAAAB8A0HKYunpnq0DAAAA4H0EKYvVqOHZOgAAAADeR5ACAAAAADcRpCyWmenZOgAAAADeR5CyWEyMZ+sAAAAAeB8b8losMdG+8e7evadfAt1msx9PTCz93gAAAABvKyiwr1Cdnm6fPEhMlPz9re7q7JiRspi/vzRxov3vNpvzsaL7EyZcGN9MAAAAgDtSU6WEBKl9e6lfP/ufCQn2cV9naZBKSEiQzWYrdhs6dKgkyRij0aNHKzY2VhUqVFC7du20ceNGp+fIy8vTAw88oGrVqqlixYrq0aOH9pxpYyYflJQkzZ4t1azpPB4XZx9PSrKmLwAAAMBbUlOl3r2L76m6d6993NfDlKVBatWqVUpPT3fcvv76a0lSnz59JEnjxo3Tq6++qjfeeEOrVq1SdHS0OnfurEOHDjmeIzk5WXPmzFFKSop++OEHHT58WN26dVNBQYEl7+lcJSVJO3ZIS5ZIH31k/zMtjRAFAACAsqegQBo+/PSXthSNJSfb63yVzZjTtW+N5ORkzZs3T1u2bJEkxcbGKjk5WY888ogk++xTVFSUXnzxRQ0ePFjZ2dmqXr26PvjgA918882SpL/++kvx8fGaP3++unTp4tLr5uTkKCIiQtnZ2QoPD/fOmwMAAAAgSVq61H4a39ksWSK1a+ftbpy5mg185hqp/Px8ffjhhxo0aJBsNpvS0tKUkZGha6+91lETHBystm3bavny5ZKkNWvW6Pjx4041sbGxaty4saPmdPLy8pSTk+N0AwAAAFA60tM9W2cFnwlSc+fO1cGDBzVw4EBJUkZGhiQpKirKqS4qKspxLCMjQ0FBQapSpUqJNaczduxYRUREOG7x8fEefCcAAAAAzqQsbAHkM0Hqvffe0/XXX6/Y2FincdspS9kZY4qNnepsNY899piys7Mdt927d5974wAAAADcUrQFUEm/sttsUny8b28B5BNBaufOnfrmm2909913O8aio6MlqdjMUmZmpmOWKjo6Wvn5+Tpw4ECJNacTHBys8PBwpxsAAACA0lEWtgDyiSA1depU1ahRQzfccINjrE6dOoqOjnas5CfZr6P67rvv1KZNG0lSixYtFBgY6FSTnp6uDRs2OGouJAUF9gvvZs60/+nLq5QAAAAA5+NC3wIowOoGCgsLNXXqVA0YMEABAf9rx2azKTk5WWPGjFGDBg3UoEEDjRkzRqGhoerXr58kKSIiQnfddZdGjBihyMhIVa1aVSNHjlSTJk3UqVMnq97SOUlNlYYNs6+bX6RmTem113z/mwgAAAA4F0lJUs+e0rJl9oUlYmLsp/P58kxUEcuD1DfffKNdu3Zp0KBBxY6NGjVKubm5GjJkiA4cOKBWrVpp0aJFCgsLc9SMHz9eAQEB6tu3r3Jzc9WxY0dNmzZN/hfCp///paZKN91UfHzvXvv4p58SpgAAAFA2+fuX/hLnnuBT+0hZxcp9pAoKpKgoKSur5JrISOnvvy+MZA4AAABcyC64faTKq6VLzxyiJPvxpUtLoxsAAAAAriBIWczVgESQAgAAQFl0oS64Zvk1UgAAAADKp9RUafhwac+e/43FxdmXRvf1NQKYkbKYqxfWXYgX4AEAAAAlSU2Vevd2DlGSfcG13r3tx30Zi02IxSYAAACA0lRQICUkFA9RRWw2+8xUWlrp/w7MYhMXCH9/afLkM9dMnkyIAgAAQNmxbFnJIUqSjJF277bX+SqClA9ISrLvFRUX5zweF8ceUgAAACh70tM9W2cFFpvwERfyrs4AAACAO2JiPFtnBYKUD7lQd3UGAAAA3JGYaD/7au9e+2l8pyq6RioxsfR7cxWn9gEAAAAoVf7+9iXOJXtoOlnR/QkTfPvsLIIUAAAAgFKXlCTNni3VrOk8HhdnH/f1dQI4tQ8AAACAJS7kdQIIUgAAAAAsc6GuE0CQ8iEFBRdmGgcAAADKG4KUj0hNlYYPd96YLC7OfhGer58fCgAAAJQ3LDbhA1JTpd69i+/uvHevfTw11Zq+AAAAAJweQcpiBQX2majTrZ9fNJacbK8DAAAA4BsIUhZbtqz4TNTJjJF277bXAQAAAPANXCNlsfR0z9YBAAAAF5ILdcE1gpTFatTwbB0AAABwobiQF1zj1D4AAAAApe5CX3CNIGWxzEzP1gEAAAC+riwsuEaQslhkpGfrAAAAAF9XFhZcI0hZbP16z9YBAAAAvq4sLLhGkLLY9u2erQMAAAB8XUyMZ+usQJCymM3m2ToAAADA1yUm2lfnK+l3XJtNio+31/kqgpTFWrXybB0AAADg6/z97UucS8XDVNH9CRN8ez8pgpTFYmM9WwcAAABcCJKSpNmzpZo1ncfj4uzjvr6PFBvyAgAAALBEUpLUs6d9db70dPs1UYmJvj0TVYQgZTH2kQIAAEB55u8vtWtndRfu49Q+i5WFFUsAAACA8oYgZbGysGIJAAAAUN4QpCxWFlYsAQAAAM5VQYG0dKk0c6b9z4ICqztyDUHKB1zoK5YAAAAA5yI1VUpIkNq3l/r1s/+ZkGAf93U2Y4yxugmr5eTkKCIiQtnZ2QoPD7esj4KCC3PFEgAAAMBdqalS797SqWmk6KwsqyYUXM0GBCn5TpACAAAAyoOCAvvM0549pz9us9nPzkpLK/2JBVezAaf2AQAAAChVy5aVHKIk+yzV7t32Ol/FPlI+hFP7AAAAUB6kp3u2zgoEKR+Rmirdf7/zN0tMjPTGGyw2AQAAgLKlLOylyql9PiA1VbrppuKJOz3dPn4hrFoCAAAAuKos7KVKkLJYQYF0221nrrnttgtnPX0AAADgbMrCXqoEKYstWiQdO3bmmmPH7HUAAABAWVG0l2psrPN4zZoXxl6qBCmLvfqqZ+sAAACAC0lJp/f5OoKUxQ4e9GwdAAAAcCEo2pD31GXQ9+61j/v6OgEEKYtdcYVn6wAAAABfV1AgDR9u3y/qVEVjycm+vU4AQcpinNoHAACA8qYsbMhLkLJYhQpSz55nrunZ014HAAAAlAVlYUNegpQP6N///I4DAAAAFxI25MV5KyiQ7rnnzDX33OPb54cCAAAA7mBDXpy3pUulrKwz12Rl2esAAACAsqBoQ97TLTYh2cfZkBdn9O23nq0DAAAA4H0EKYvt2uXZOgAAAMDXFS1/XhKbjeXPcRZxcZ6tAwAAAHwdy5/jvFWt6tk6AAAAwNex/DnO28GDnq0DAAAAfB3Ln+O8+bn4FXC1DgAAAPB1LH+O89aunWfrAAAAAF9XtPz5mbD8Oc6oXTupUqUz11SqRJACAABA2ZKUJI0cWTws+fvbx5OSrOnLVQQpHxAcfH7HAQAAgAtNaqr08svFlzgvLLSPp6Za05erCFIWW7ZMyso6c01Wlm8v/QgAAAC4o2gfKWOKHysaYx8pnFFZWPoRAAAAcAf7SOG8RUZ6tg4AAADwdWVhMoEgZbH16z1bBwAAAPg69pHCedu82bN1AAAAgK9jHymct40bPVsHAAAA+LqT95E6NUwV3WcfKZxRSIhn6wAAAIALQVKSNHu2VLOm83hcnH3c1/eRCrC6gfKuYkXP1gEAAAAXiqQkqWdP++p86en2a6ISE317JqoIQcpiBCkAAACUZ/7+Urt2VnfhPk7ts9jRo56tAwAAAOB9BCmLlYWlHwEAAIDyhiBlsTZtPFsHAAAAwPsIUharVs2zdQAAAAC8jyBlsc8/92wdAAAAAO+zPEjt3btXt99+uyIjIxUaGqrLL79ca9ascRw3xmj06NGKjY1VhQoV1K5dO208ZXfavLw8PfDAA6pWrZoqVqyoHj16aM+ePaX9Vs7J9u2erQMAAADgfZYGqQMHDuiqq65SYGCgvvrqK/3+++965ZVXVLlyZUfNuHHj9Oqrr+qNN97QqlWrFB0drc6dO+vQoUOOmuTkZM2ZM0cpKSn64YcfdPjwYXXr1k0FBQUWvCv3NGjg2ToAAAAA3mczxhirXvzRRx/Vjz/+qGXLlp32uDFGsbGxSk5O1iOPPCLJPvsUFRWlF198UYMHD1Z2draqV6+uDz74QDfffLMk6a+//lJ8fLzmz5+vLl26nLWPnJwcRUREKDs7W+Hh4Z57gy44fFgKCzt73aFDUqVK3u8HAAAAKM9czQaWzkh9/vnnuuKKK9SnTx/VqFFDzZo107vvvus4npaWpoyMDF177bWOseDgYLVt21bLly+XJK1Zs0bHjx93qomNjVXjxo0dNafKy8tTTk6O080qq1d7tg4AAACA97kdpDp06KCDBw8WG8/JyVGHDh3ceq7t27fr7bffVoMGDbRw4ULde++9GjZsmGbMmCFJysjIkCRFRUU5PS4qKspxLCMjQ0FBQapSpUqJNacaO3asIiIiHLf4+Hi3+vakvXs9WwcAAADA+9wOUkuXLlV+fn6x8WPHjpV4il5JCgsL1bx5c40ZM0bNmjXT4MGD9e9//1tvv/22U53NZnO6b4wpNnaqM9U89thjys7Odtx2797tVt+e5OpLW9giAAAAgFMEuFr422+/Of7++++/O832FBQUaMGCBapZs6ZbLx4TE6NGjRo5jTVs2FCffvqpJCk6OlqSfdYpJibGUZOZmemYpYqOjlZ+fr4OHDjgNCuVmZmpNiXsYhscHKzg4GC3evWWTz5xve7RR73bCwAAAADXuBykLr/8ctlsNtlsttOewlehQgW9/vrrbr34VVddpT///NNpbPPmzapdu7YkqU6dOoqOjtbXX3+tZs2aSZLy8/P13Xff6cUXX5QktWjRQoGBgfr666/Vt29fSVJ6ero2bNigcePGudWPFbKyPFsHAAAAwPtcDlJpaWkyxqhu3bpauXKlqlev7jgWFBSkGjVqyN/f360Xf/DBB9WmTRuNGTNGffv21cqVKzV58mRNnjxZkv2UvuTkZI0ZM0YNGjRQgwYNNGbMGIWGhqpfv36SpIiICN11110aMWKEIiMjVbVqVY0cOVJNmjRRp06d3OrHCiEhnq0DAAAA4H0uB6miWaLCwkKPvXjLli01Z84cPfbYY3r22WdVp04dTZgwQbfddpujZtSoUcrNzdWQIUN04MABtWrVSosWLVLYSWuGjx8/XgEBAerbt69yc3PVsWNHTZs2ze1gZwVXF5+3bpF6AAAAAKc6p32kNm/erKVLlyozM7NYsPrPf/7jseZKi5X7SEVESK6svh4eLmVne78fAAAAoDxzNRu4PCNV5N1339V9992natWqKTo62mllPJvNdkEGKSsFuPgVcLUOAAAAgPe5/ev5c889p+eff16PPPKIN/opdypXlvbvd60OAAAAgG9wex+pAwcOqE+fPt7opVxisQkAAADgwuN2kOrTp48WLVrkjV7KpYgIz9YBAAAA8D63T+2rX7++nnrqKa1YsUJNmjRRYGCg0/Fhw4Z5rLny4KQ9hD1SBwAAAMD73F61r06dOiU/mc2m7du3n3dTpc3KVfsuvVT6/fez1zVqJG3c6P1+AAAAgPLMa6v2paWlnVdjcHbwoGfrAAAAAHif29dIFcnPz9eff/6pEydOeLIfAAAAAPB5bgepo0eP6q677lJoaKguvfRS7dq1S5L92qgXXnjB4w2WdRUrerYOAAAAgPe5HaQee+wx/frrr1q6dKlCTlqTu1OnTpo1a5ZHmysP4uI8WwcAAADA+9y+Rmru3LmaNWuWrrzyStlsNsd4o0aNtG3bNo82Vx7Uru3ZOgAAAADe5/aM1L59+1SjRo1i40eOHHEKVnDNzz97tg4AAACA97kdpFq2bKkvv/zScb8oPL377rtq3bq15zorJ3bv9mwdAAAAAO9z+9S+sWPH6rrrrtPvv/+uEydOaOLEidq4caN++uknfffdd97osUw7ftyzdQAAAAC8z+0ZqTZt2ujHH3/U0aNHVa9ePS1atEhRUVH66aef1KJFC2/0WKb5+3u2DgAAAID3uT0jJUlNmjTR9OnTPd1LuRQeLh096lodAAAAAN9wTkGqoKBAc+bM0aZNm2Sz2dSwYUP17NlTAQHn9HTlWni4lJHhWh0AAAAA3+B28tmwYYN69uypjIwMXXzxxZKkzZs3q3r16vr888/VpEkTjzdZlh0+7Nk6AAAAAN7n9jVSd999ty699FLt2bNHv/zyi3755Rft3r1bTZs21T333OONHsu0vDzP1gEAAADwPrdnpH799VetXr1aVapUcYxVqVJFzz//vFq2bOnR5sqDWrWkrCzX6gAAAAD4BrdnpC6++GL9/fffxcYzMzNVv359jzRVnnTq5Nk6AAAAAN7ndpAaM2aMhg0bptmzZ2vPnj3as2ePZs+ereTkZL344ovKyclx3HB2kZGerQMAAADgfW6f2tetWzdJUt++fWWz2SRJxhhJUvfu3R33bTabCgoKPNVnmfXrr56tAwAAAOB9bgepJUuWeKOPcistzbN1AAAAALzP7SDVtm1bb/RRbu3b59k6AAAAAN7n8jVS+/fv1549e5zGNm7cqDvvvFN9+/bVRx995PHmyoOjRz1bBwAAAMD7XA5SQ4cO1auvvuq4n5mZqcTERK1atUp5eXkaOHCgPvjgA680WZa5ehkZl5sBAAAAvsPlILVixQr16NHDcX/GjBmqWrWq1q1bp88++0xjxozRm2++6ZUmy7LKlT1bBwAAAMD7XA5SGRkZqlOnjuP+t99+q169eikgwH6ZVY8ePbRlyxbPd1jGubpKPKvJAwAAAL7D5SAVHh6ugwcPOu6vXLlSV155peO+zWZTXl6eR5srD7KzPVsHAAAAwPtcDlL/+te/9Nprr6mwsFCzZ8/WoUOH1KFDB8fxzZs3Kz4+3itNlmX5+Z6tAwAAAOB9Li9//t///ledOnXShx9+qBMnTujxxx9XlSpVHMdTUlJYGv0cBAS4tpBEgNsL1QMAAADwFpd/Pb/88su1adMmLV++XNHR0WrVqpXT8VtuuUWNGjXyeINlXXCw5MoZkcHB3u8FAAAAgGtsxhhjdRNWy8nJUUREhLKzsxUeHl6qrx0XJ+3de/a6mjWlU7bxAgAAAOBhrmYDl6+RgnccP+7ZOgAAAADeR5Cy2L59nq0DAAAA4H0EKYu5emIlJ2ACAAAAvoMgZTGbzbN1AAAAALzP7SDl7++vzMzMYuNZWVny9/f3SFPlSYUKnq0DAAAA4H1uB6mSFvnLy8tTUFDQeTdU3jRr5tk6AAAAAN7n8j5Sr732miTJZrNpypQpqlSpkuNYQUGBvv/+e11yySWe77CMS0/3bB0AAAAA73M5SI0fP16SfUbqnXfecTqNLygoSAkJCXrnnXc832EZl5Hh2ToAAAAA3udykEpLS5MktW/fXqmpqapSpYrXmipPCgs9WwcAAADA+1wOUkWWLFnijT7KrYoVpWPHXKsDAAAA4BvcDlIFBQWaNm2aFi9erMzMTBWeMlXy7bffeqy58uD4cc/WAQAAAPA+t4PU8OHDNW3aNN1www1q3LixbGxwdF5ycz1bBwAAAMD73A5SKSkp+vjjj9W1a1dv9FPulLCa/DnXAQAAAPA+t/eRCgoKUv369b3RS7lEkAIAAAAuPG4HqREjRmjixIklbswL9xQUeLYOAAAAgPe5fWrfDz/8oCVLluirr77SpZdeqsDAQKfjqampHmsOAAAAAHyR20GqcuXK6tWrlzd6KZf8/FzbI8rP7blDAAAAAN7idpCaOnWqN/oot8LDpYMHXasDAAAA4BuY57DYoUOerQMAAADgfW7PSNWpU+eMe0dt3779vBoCAAAAAF/ndpBKTk52un/8+HGtXbtWCxYs0MMPP+ypvsqNihWlnBzX6gAAAAD4BreD1PDhw087/uabb2r16tXn3VB506aNtGCBa3UAAAAAfIPHrpG6/vrr9emnn3rq6cqNABejrKt1AAAAALzPY0Fq9uzZqlq1qqeertzYudOzdQAAAAC8z+15jmbNmjktNmGMUUZGhvbt26e33nrLo82VB2lpnq0DAAAA4H1uB6kbb7zR6b6fn5+qV6+udu3a6ZJLLvFUX+VGfr5n6wAAAAB4n9tB6umnn/ZGH+VWaKhrISk01Pu9AAAAAHDNOS1hUFBQoLlz52rTpk2y2Wxq1KiRevToIX9/f0/3V+bVqiUdPOhaHQAAAADf4HaQ2rp1q7p27aq9e/fq4osvljFGmzdvVnx8vL788kvVq1fPG32WWUePerYOAAAAgPe5vWrfsGHDVK9ePe3evVu//PKL1q5dq127dqlOnToaNmyYN3os0/xc/Aq4WgcAAADA+9yekfruu++0YsUKp6XOIyMj9cILL+iqq67yaHPlQXq6Z+sAAAAAeJ/b8xzBwcE6dOhQsfHDhw8rKCjII02VJ5zaBwAAAFx43A5S3bp10z333KOff/5ZxhgZY7RixQrde++96tGjhzd6LNMKCjxbBwAAAMD73A5Sr732murVq6fWrVsrJCREISEhuuqqq1S/fn1NnDjRGz2Waa4udMiCiAAAAIDvcPsaqcqVK+uzzz7Tli1b9Mcff8gYo0aNGql+/fre6K/MCwhwbbYp4JwWqgcAAADgDef863mDBg3UoEEDT/ZSLoWFSXl5rtUBAAAA8A1uByljjGbPnq0lS5YoMzNThYWFTsdTU1M91lx5EBEh/fOPa3UAAAAAfIPbQWr48OGaPHmy2rdvr6ioKNlsNm/0VW5s3+7ZOgAAAADe53aQ+vDDD5WamqquXbt6o59yxxjP1gEAAADwPrdX7YuIiFDdunU98uKjR4+WzWZzukVHRzuOG2M0evRoxcbGqkKFCmrXrp02btzo9Bx5eXl64IEHVK1aNVWsWFE9evTQnj17PNIfAAAAAO/Kz5cmTJAeeMD+Z36+1R25xu0gNXr0aD3zzDPKzc31SAOXXnqp0tPTHbf169c7jo0bN06vvvqq3njjDa1atUrR0dHq3Lmz04bAycnJmjNnjlJSUvTDDz/o8OHD6tatmwrYeAkAAADwaaNGScHB0oMPSm+8Yf8zONg+7uvcPrWvT58+mjlzpmrUqKGEhAQFBgY6Hf/ll1/cayAgwGkWqogxRhMmTNATTzyhpKQkSdL06dMVFRWljz76SIMHD1Z2drbee+89ffDBB+rUqZMk+6mH8fHx+uabb9SlSxd33x4AAACAUjBqlPTSS6c/VjQ+blzp9eMut4PUwIEDtWbNGt1+++0eWWxiy5Ytio2NVXBwsFq1aqUxY8aobt26SktLU0ZGhq699lpHbXBwsNq2bavly5dr8ODBWrNmjY4fP+5UExsbq8aNG2v58uUlBqm8vDzlnbTmeE5Oznm9h/MRFOTa9GVQkPd7AQAAAEpDfn7JIarISy9Jzz3nu78Hux2kvvzySy1cuFBXX331eb94q1atNGPGDF100UX6+++/9dxzz6lNmzbauHGjMjIyJElRUVFOj4mKitLOnTslSRkZGQoKClKVKlWK1RQ9/nTGjh2rZ5555rz794SOHaWvvnKtDgAAACgLXn7Z9brHH/duL+fK7Wuk4uPjFR4e7pEXv/7663XTTTepSZMm6tSpk7788ktJ9lP4ipw642WMOess2NlqHnvsMWVnZztuu3fvPo93cX4+/tizdQAAAICvGz/es3VWcDtIvfLKKxo1apR27Njh8WYqVqyoJk2aaMuWLY7rpk6dWcrMzHTMUkVHRys/P18HDhwoseZ0goODFR4e7nSzSqVKUsuWZ65p2dJeBwAAAJQF+/d7ts4Kbgep22+/XUuWLFG9evUUFhamqlWrOt3OR15enjZt2qSYmBjVqVNH0dHR+vrrrx3H8/Pz9d1336lNmzaSpBYtWigwMNCpJj09XRs2bHDUXAhWriw5TLVsaT8OAAAAwHe4fY3UhAkTPPbiI0eOVPfu3VWrVi1lZmbqueeeU05OjgYMGCCbzabk5GSNGTNGDRo0UIMGDTRmzBiFhoaqX79+kux7Wt11110aMWKEIiMjVbVqVY0cOdJxquCFZOVK6fBh6Y47pG3bpHr1pA8+YCYKAAAAZY+/v1RY6Fqdr3I7SA0YMKDEY/v27XPrufbs2aNbb71V//zzj6pXr64rr7xSK1asUO3atSVJo0aNUm5uroYMGaIDBw6oVatWWrRokcLCwhzPMX78eAUEBKhv377Kzc1Vx44dNW3aNPn78qdegkqVpDlzrO4CAAAA8C5XQpQ7dVawGWPM+TyBMUZfffWVpkyZoi+//NJpWfELRU5OjiIiIpSdnW3p9VIAAABAeeDODkrnl1bc52o2cPsaqSLbt2/Xk08+qVq1aum2225TaGioUlJSzvXpAAAAAJQTrgap89yy1qvcOrXv2LFjmj17tqZMmaIVK1aoc+fOSk9P17p169S4cWNv9QgAAACgDLHZXJtp8uUg5fKM1JAhQxQbG6s333xTffr00d69e/XFF1/IZrPJz++cJ7YAAAAAlDNl4Ropl2ekJk+erEceeUSPPvqo02IPAAAAAOAOPz/XQpIvz9e43NqMGTO0cuVKxcTE6Oabb9a8efN04sQJb/YGAAAAoAwqC9dIuRyk+vXrp6+//lobNmzQJZdcoqFDhyomJkaFhYX6/fffvdkjAAAAgDIkKMizdVY45+XPjTFauHCh3n//fX3++eeqVq2akpKS9Nprr3m6R69j+XMAAACg9AQFScePn70uMFDKz/d+PydzNRu4vSFvEZvNpuuuu07XXXed9u/frxkzZmjq1Knn+nQAAAAAcME47w15ywJmpAAAAIDSU7GidPTo2etCQ6UjR7zfz8m8viEvAAAAAJwLf3/P1lmBIAUAAACgVB065Nk6KxCkAAAAAMBNBCkAAAAAcJPbQSohIUHPPvusdu3a5Y1+AAAAAJRxAS6uHe5qnRXcDlIjRozQZ599prp166pz585KSUlRXl6eN3oDAAAAUAYVFHi2zgpuB6kHHnhAa9as0Zo1a9SoUSMNGzZMMTExuv/++/XLL794o0cAAAAAZUilSp6ts8I5XyN12WWXaeLEidq7d6+efvppTZkyRS1bttRll12m999/X2xPBQAAAOB06tb1bJ0VzjlIHT9+XB9//LF69OihESNG6IorrtCUKVPUt29fPfHEE7rttts82ScAAACAMqJ+fc/WWcHty7d++eUXTZ06VTNnzpS/v7/uuOMOjR8/Xpdccomj5tprr9U111zj0UYBAAAAlA2uXhHky1cOuR2kWrZsqc6dO+vtt9/WjTfeqMDAwGI1jRo10i233OKRBgEAAACULX/95dk6K7gdpLZv367atWufsaZixYqaOnXqOTcFAAAAAL7M7WukzhaiAAAAAOBMqlTxbJ0VXJqRqlKlimw2m0tPuH///vNqCAAAAEDZFhYmZWS4VuerXApSEyZM8HIbAAAAAMoLV0KUO3VWcClIDRgwQJJ04sQJ/d///Z+6dOmi6OhorzYGAAAAoGzKzfVsnRXcukYqICBA9913n/Ly8rzVDwAAAIAyzt/fs3VWcHuxiVatWmnt2rXe6AUAAABAOVC5smfrrOD28udDhgzRiBEjtGfPHrVo0UIVK1Z0Ot60aVOPNQcAAACg7AkO9mydFdwOUjfffLMkadiwYY4xm80mY4xsNpsKCgo81x0AAACAMqdcBqm0tDRv9AEAAACgnLjkEmnLFtfqfJXbQYoNeQEAAACcj169pC++cK3OV7kdpIr8/vvv2rVrl/Lz853Ge/Tocd5NAQAAACi79u3zbJ0V3A5S27dvV69evbR+/XrHtVGS/TopSVwjBQAAAOCMvvrK9bpRo7zby7lye/nz4cOHq06dOvr7778VGhqqjRs36vvvv9cVV1yhpUuXeqFFAAAAAGXJL794ts4Kbs9I/fTTT/r2229VvXp1+fn5yc/PT1dffbXGjh2rYcOGsccUAAAAgDP6/yezeazOCm7PSBUUFKhSpUqSpGrVqumvv/6SZF+E4s8///RsdwAAAADKnFO2oj3vOiu4PSPVuHFj/fbbb6pbt65atWqlcePGKSgoSJMnT1bdunW90SMAAACAMuTYMc/WWcHtIPXkk0/qyJEjkqTnnntO3bp1U2JioiIjIzVr1iyPNwgAAACgbCmXQapLly6Ov9etW1e///679u/frypVqjhW7gMAAACAkvj7e7bOCm5fI1Vk69atWrhwoXJzc1W1alVP9gQAAACgDPv/J7h5rM4KbgeprKwsdezYURdddJG6du2q9PR0SdLdd9+tESNGeLxBAAAAAGVLYaFn66zgdpB68MEHFRgYqF27dik0NNQxfvPNN2vBggUebQ4AAAAAfJHb10gtWrRICxcuVFxcnNN4gwYNtHPnTo81BgAAAKBsqlBBys11rc5XuT0jdeTIEaeZqCL//POPgoODPdIUAAAAgLIrMtKzdVZwOUjt2bNHkpSYmKgZM2Y4xm02mwoLC/XSSy+pffv2nu8QAAAAQJni6mLfvrwouMun9jVu3Fivv/66XnnlFbVt21arV69Wfn6+Ro0apY0bN2r//v368ccfvdkrAAAAgDIgL8+zdVZwOUiNGTNGQ4cOVefOnbVmzRpNmTJF/v7+OnLkiJKSkjR06FDFxMR4s1cAAAAAZUBZ2EfKZowxrhanpaXprrvu0u+//65JkyapZ8+e3uyt1OTk5CgiIkLZ2dkKDw+3uh0AAACgTGvQQNq69ex19etLW7Z4v5+TuZoN3Fq1r06dOvr222/1xhtvqHfv3mrYsKECApyf4pdffjm3jgEAAACUC1WrerbOCm4vf75z5059+umnqlq1qnr27FksSAEAAADAmWRlebbOCm6loHfffVcjRoxQp06dtGHDBlWvXt1bfQEAAAAoo44d82ydFVwOUtddd51WrlypN954Q/379/dmTwAAAADKsMqVpb17XavzVS7vI1VQUKDffvuNEAUAAADgvPTr59k6K7g8I/X11197sw8AAAAAuGC4PCMFAAAAAJ7w4YeerbMCQQoAAABAqdq927N1ViBIAQAAAChV+fmerbMCQQoAAABAqTLGs3VWIEgBAAAAgJsIUgAAAABKVVCQZ+usQJACAAAAUKoiIjxbZwWCFAAAAIBSFRXl2TorEKQAAAAAlKpLLvFsnRUIUgAAAABKVe3anq2zAkEKAAAAQKmqXNmzdVYgSAEAAAAoVb/+6tk6KxCkAAAAAJSqHTs8W2cFghQAAACAUnX0qGfrrECQAgAAAFCq/vnHs3VWIEgBAAAAKFUZGZ6tswJBCgAAAECpMsazdVYgSAEAAAAoVUFBnq2zAkEKAAAAQKlq0sSzdVbwmSA1duxY2Ww2JScnO8aMMRo9erRiY2NVoUIFtWvXThs3bnR6XF5enh544AFVq1ZNFStWVI8ePbRnz55S7h4AAACAq+rU8WydFXwiSK1atUqTJ09W06ZNncbHjRunV199VW+88YZWrVql6Ohode7cWYcOHXLUJCcna86cOUpJSdEPP/ygw4cPq1u3biooKCjttwEAAADABa7Oe/jy/IjlQerw4cO67bbb9O6776pKlSqOcWOMJkyYoCeeeEJJSUlq3Lixpk+frqNHj+qjjz6SJGVnZ+u9997TK6+8ok6dOqlZs2b68MMPtX79en3zzTdWvSUAAAAAZ1ChgmfrrGB5kBo6dKhuuOEGderUyWk8LS1NGRkZuvbaax1jwcHBatu2rZYvXy5JWrNmjY4fP+5UExsbq8aNGztqTicvL085OTlONwAAAAClIyrKs3VWCLDyxVNSUvTLL79o1apVxY5l/P9F46NO+fSioqK0c+dOR01QUJDTTFZRTcYZFp0fO3asnnnmmfNtHwAAAMA5iIvzbJ0VLJuR2r17t4YPH64PP/xQISEhJdbZbDan+8aYYmOnOlvNY489puzsbMdt9+7d7jUPAAAA4Jy5ekKYL584ZlmQWrNmjTIzM9WiRQsFBAQoICBA3333nV577TUFBAQ4ZqJOnVnKzMx0HIuOjlZ+fr4OHDhQYs3pBAcHKzw83OkGAAAAoHT4uZhCXK2zgmWtdezYUevXr9e6desctyuuuEK33Xab1q1bp7p16yo6Olpff/214zH5+fn67rvv1KZNG0lSixYtFBgY6FSTnp6uDRs2OGoAAAAA+JZ69TxbZwXLrpEKCwtT48aNncYqVqyoyMhIx3hycrLGjBmjBg0aqEGDBhozZoxCQ0PVr18/SVJERITuuusujRgxQpGRkapatapGjhypJk2aFFu8AgAAAIBvqF/fs3VWsHSxibMZNWqUcnNzNWTIEB04cECtWrXSokWLFBYW5qgZP368AgIC1LdvX+Xm5qpjx46aNm2a/P39LewcAAAAQEkmTnS9rkcP7/ZyrmzGGGN1E1bLyclRRESEsrOzuV4KAAAA8LK4OGnv3rPX1axZ+pvyupoNfPjyLQAAAABlUYCL58W5WmcFghQAAACAUlUWFpsgSAEAAAAoVS1aeLbOCgQpAAAAAKXq0CHP1lmBIAUAAACgVOXne7bOCgQpAAAAAKVq5UrP1lmBIAUAAACgVLm6AZMvb9REkAIAAABQqipX9mydFQhSAAAAAErVXXd5ts4KBCkAAAAApapmTc/WWYEgBQAAAKBUrV/v2TorEKQAAAAAlKqtWz1bZwWCFAAAAIBSlZ7u2TorEKQAAAAAlKqCAs/WWYEgBQAAAKBUMSMFAAAAAG5i1T4AAAAAcNM113i2zgoEKQAAAAClasgQz9ZZgSAFAAAAoFT9/LNn66xAkAIAAABQqlhsAgAAAADcFBPj2TorEKQAAAAAlKrERCkuTrLZTn/cZpPi4+11voogBQAAAKBU+ftLEyfa/35qmCq6P2GCvc5XEaQAAAAAlLqkJGn27OJ7RcXF2ceTkqzpy1UBVjcAAAAAoHxKSpI6dpRuuEHatUuqVUv68kspIsLqzs6OIAUAAADAEv/6l7Rq1f/u794tVa4stWwprVxpWVsu4dQ+AAAAAKXu1BB1slWr7Md9GUEKAAAAQKk6fLjkEFVk1Sp7na8iSAEAAAAoVbff7tk6KxCkAAAAAJSq337zbJ0VCFIAAAAASlVkpGfrrECQAgAAAFCqnn7as3VWIEgBAAAAKFUVKni2zgoEKQAAAAClKiPDs3VWIEgBAAAAKFX79nm2zgoEKQAAAAClisUmAAAAAMBNWVmerbMCQQoAAABAqape3bN1ViBIAQAAAChVNWt6ts4KBCkAAAAApSoxUYqLO3NNfLy9zlcRpAAAAACUKn9/aeJEyWY7/XGbTZowwV7nqwhSAAAAAEpdUpI0cmTxsOTvbx9PSrKmL1cRpAAAAACUutRU6eWXpYIC5/HCQvt4aqo1fbmKIAUAAACgVBUUSMOHS8YUP1Y0lpxcPGT5EoIUAAAAgFK1bJm0Z0/Jx42Rdu+21/kqghQAAACAUpWe7tk6KxCkAAAAAJSqmBjP1lmBIAUAAACgVLGPFAAAAAC4yd9fuvXWM9fccgv7SAEAAACAQ0GBNHPmmWtSUli1DwAAAAAczrZqn8SqfQAAAADghFX7AAAAAMBNNWp4ts4KBCkAAAAAcBNBCgAAAECpysz0bJ0VCFIAAAAAShUb8gIAAACAm9iQFwAAAADcxIa8AAAAAOAmNuQFAAAAADexIS8AAAAAuIkNeQEAAADATazaBwAAAABuSkyUIiPPXBMZyap9AAAAAFCmEKQAAAAAlKply6SsrDPXZGWx2AQAAAAAOLDYBAAAAAC4icUmAAAAAMBNLDYBAAAAAOUQQQoAAABAqWKxCQAAAABwE4tNAAAAAICbWGwCAAAAANzUpo3kd5Yk4udnr/NVlgapt99+W02bNlV4eLjCw8PVunVrffXVV47jxhiNHj1asbGxqlChgtq1a6eNGzc6PUdeXp4eeOABVatWTRUrVlSPHj20Z8+e0n4rAAAAAFy0bJlUWHjmmsJCrpEqUVxcnF544QWtXr1aq1evVocOHdSzZ09HWBo3bpxeffVVvfHGG1q1apWio6PVuXNnHTp0yPEcycnJmjNnjlJSUvTDDz/o8OHD6tatmwoKCqx6WwAAAADOYOlSz9ZZwdIg1b17d3Xt2lUXXXSRLrroIj3//POqVKmSVqxYIWOMJkyYoCeeeEJJSUlq3Lixpk+frqNHj+qjjz6SJGVnZ+u9997TK6+8ok6dOqlZs2b68MMPtX79en3zzTdWvjUAAAAAZZjPXCNVUFCglJQUHTlyRK1bt1ZaWpoyMjJ07bXXOmqCg4PVtm1bLV++XJK0Zs0aHT9+3KkmNjZWjRs3dtScTl5ennJycpxuAAAAAEqHqxvtsiHvGaxfv16VKlVScHCw7r33Xs2ZM0eNGjVSRkaGJCkqKsqpPioqynEsIyNDQUFBqlKlSok1pzN27FhFREQ4bvHx8R5+VwAAAABK4u/v2TorWB6kLr74Yq1bt04rVqzQfffdpwEDBuj33393HLfZbE71xphiY6c6W81jjz2m7Oxsx2337t3n9yYAAAAAuCwz07N1VrA8SAUFBal+/fq64oorNHbsWF122WWaOHGioqOjJanYzFJmZqZjlio6Olr5+fk6cOBAiTWnExwc7FgpsOgGAAAAoHSwj5QXGGOUl5enOnXqKDo6Wl9//bXjWH5+vr777ju1+f8Lyrdo0UKBgYFONenp6dqwYYOjBgAAAIBvSUyU4uKkkk4is9mk+HjfvkYqwMoXf/zxx3X99dcrPj5ehw4dUkpKipYuXaoFCxbIZrMpOTlZY8aMUYMGDdSgQQONGTNGoaGh6tevnyQpIiJCd911l0aMGKHIyEhVrVpVI0eOVJMmTdSpUycr3xoAAACAEvj7SxMnSr1720OTMf87VhSuJkzw7WukLA1Sf//9t+644w6lp6crIiJCTZs21YIFC9S5c2dJ0qhRo5Sbm6shQ4bowIEDatWqlRYtWqSwsDDHc4wfP14BAQHq27evcnNz1bFjR02bNk3+vvypAwAAAOVcUpI0e7Y0fLi0Z8//xuPi7CEqKcmy1lxiM+bk/Fc+5eTkKCIiQtnZ2VwvBQAAAJSiggJp2TIpPd1+TVRiorUzUa5mA0tnpAAAAACUb/7+Urt2VnfhPp9bbAIAAAAAfB1BCgAAAADcxKl9AAAAACzja9dIuYogBQAAAMASqamnX7Vv4kTfX7WPU/sAAAAAlLrUVPs+UieHKEnau9c+nppqTV+uIkgBAAAAKFUFBfaZqNNtxFQ0lpxsr/NVBCkAAAAApWrZsuIzUSczRtq9217nqwhSAAAAAEpVerpn66xAkAIAAABQqmJiPFtnBYIUAAAAgFKVmChFRp65JjLSXuerCFIAAAAA4CaCFAAAAIBStWyZlJV15pqsLBabAAAAAAAHFpsAAAAAADex2AQAAAAAuCkxUYqLk2y20x+32aT4eBabAAAAAAAHf39p4kT7308NU0X3J0yw1/kqghQAAACAUpeUJM2eLcXGOo/XrGkfT0qypi9XEaQAAAAAWKak0/t8HUEKAAAAQKlLTZV695b27HEe37vXPp6aak1friJIAQAAAChVBQXS8OGSMcWPFY0lJ9vrfBVBCgAAAECpWras+EzUyYyRdu9mQ14AAAAAcGBDXgAAAABwExvyAgAAAICb2JAXAAAAANzEhrwAAAAAcA6KNuStWdN5PC7uwtiQN8DqBgAAAACUT0lJUs+e9tX50tPt10QlJvr2TFQRghQAAAAAy/j7S+3aWd2F+zi1DwAAAADcRJACAAAAADcRpAAAAADATQQpAAAAAHATQQoAAAAA3ESQAgAAAAA3EaQAAAAAwE0EKQAAAABwE0EKAAAAANxEkAIAAAAANxGkAAAAAMBNBCkAAAAAcBNBCgAAAADcFGB1A77AGCNJysnJsbgTAAAAAFYqygRFGaEkBClJhw4dkiTFx8db3AkAAAAAX3Do0CFFRESUeNxmzha1yoHCwkL99ddfCgsLk81ms7SXnJwcxcfHa/fu3QoPD7e0FwAAAKA0+NLvwMYYHTp0SLGxsfLzK/lKKGakJPn5+SkuLs7qNpyEh4db/k0EAAAAlCZf+R34TDNRRVhsAgAAAADcRJACAAAAADcRpHxMcHCwnn76aQUHB1vdCgAAAFAqLsTfgVlsAgAAAADcxIwUAAAAALiJIAUAAAAAbiJIAQAAAICbCFJlREJCgiZMmGB1GwAAAIBH7NixQzabTevWrbO6ldMiSJ2DgQMHymazFbtt3brV6tYAAAAAyxT9nnzvvfcWOzZkyBDZbDYNHDiw9BvzAoLUObruuuuUnp7udKtTp47VbQEAAACWio+PV0pKinJzcx1jx44d08yZM1WrVi0LO/MsgtQ5Cg4OVnR0tNPN399fX3zxhVq0aKGQkBDVrVtXzzzzjE6cOOF4nM1m06RJk9StWzeFhoaqYcOG+umnn7R161a1a9dOFStWVOvWrbVt2zbHY7Zt26aePXsqKipKlSpVUsuWLfXNN9+csb/s7Gzdc889qlGjhsLDw9WhQwf9+uuvXvs8AAAAAElq3ry5atWqpdTUVMdYamqq4uPj1axZM8fYggULdPXVV6ty5cqKjIxUt27dnH4HPp3ff/9dXbt2VaVKlRQVFaU77rhD//zzj9fey5kQpDxo4cKFuv322zVs2DD9/vvvmjRpkqZNm6bnn3/eqe6///2v+vfvr3Xr1umSSy5Rv379NHjwYD322GNavXq1JOn+++931B8+fFhdu3bVN998o7Vr16pLly7q3r27du3addo+jDG64YYblJGRofnz52vNmjVq3ry5OnbsqP3793vvAwAAAAAk3XnnnZo6darj/vvvv69BgwY51Rw5ckQPPfSQVq1apcWLF8vPz0+9evVSYWHhaZ8zPT1dbdu21eWXX67Vq1drwYIF+vvvv9W3b1+vvpcSGbhtwIABxt/f31SsWNFx6927t0lMTDRjxoxxqv3ggw9MTEyM474k8+STTzru//TTT0aSee+99xxjM2fONCEhIWfsoVGjRub111933K9du7YZP368McaYxYsXm/DwcHPs2DGnx9SrV89MmjTJ7fcLAAAAuGLAgAGmZ8+eZt++fSY4ONikpaWZHTt2mJCQELNv3z7Ts2dPM2DAgNM+NjMz00gy69evN8YYk5aWZiSZtWvXGmOMeeqpp8y1117r9Jjdu3cbSebPP//05ts6rQBr4tuFr3379nr77bcd9ytWrKj69etr1apVTjNQBQUFOnbsmI4eParQ0FBJUtOmTR3Ho6KiJElNmjRxGjt27JhycnIUHh6uI0eO6JlnntG8efP0119/6cSJE8rNzS1xRmrNmjU6fPiwIiMjncZzc3PPOl0KAAAAnK9q1arphhtu0PTp0x1nS1WrVs2pZtu2bXrqqae0YsUK/fPPP46ZqF27dqlx48bFnnPNmjVasmSJKlWqVOzYtm3bdNFFF3nnzZSAIHWOioLTyQoLC/XMM88oKSmpWH1ISIjj74GBgY6/22y2EseKvpkefvhhLVy4UC+//LLq16+vChUqqHfv3srPzz9tb4WFhYqJidHSpUuLHatcubJrbxAAAAA4D4MGDXJcrvLmm28WO969e3fFx8fr3XffVWxsrAoLC9W4ceMz/o7bvXt3vfjii8WOxcTEeLZ5FxCkPKh58+b6888/iwWs87Vs2TINHDhQvXr1kmS/ZmrHjh1n7CMjI0MBAQFKSEjwaC8AAACAK6677jpHKOrSpYvTsaysLG3atEmTJk1SYmKiJOmHH3444/M1b95cn376qRISEhQQYH2MYbEJD/rPf/6jGTNmaPTo0dq4caM2bdqkWbNm6cknnzyv561fv75SU1O1bt06/frrr+rXr1+JF+FJUqdOndS6dWvdeOONWrhwoXbs2KHly5frySefdCxmAQAAAHiTv7+/Nm3apE2bNsnf39/pWJUqVRQZGanJkydr69at+vbbb/XQQw+d8fmGDh2q/fv369Zbb9XKlSu1fft2LVq0SIMGDVJBQYE338ppEaQ8qEuXLpo3b56+/vprtWzZUldeeaVeffVV1a5d+7yed/z48apSpYratGmj7t27q0uXLmrevHmJ9TabTfPnz9c111yjQYMG6aKLLtItt9yiHTt2OK7JAgAAALwtPDxc4eHhxcb9/PyUkpKiNWvWqHHjxnrwwQf10ksvnfG5YmNj9eOPP6qgoEBdunRR48aNNXz4cEVERMjPr/Rjjc0YY0r9VQEAAADgAsaMFAAAAAC4iSAFAAAAAG4iSAEAAACAmwhSAAAAAOAmghQAAAAAuIkgBQAAAABuIkgBAAAAgJsIUgAAAADgJoIUAABuaNeunZKTk61uAwBgMYIUAOCCk5GRoeHDh6t+/foKCQlRVFSUrr76ar3zzjs6evSo1e0BAMqBAKsbAADAHdu3b9dVV12lypUra8yYMWrSpIlOnDihzZs36/3331dsbKx69OhhdZslKigokM1mk58f/5cJABcy/hUHAFxQhgwZooCAAK1evVp9+/ZVw4YN1aRJE91000368ssv1b17d0lSdna27rnnHtWoUUPh4eHq0KGDfv31V8fzjB49Wpdffrk++OADJSQkKCIiQrfccosOHTrkqDly5Ij69++vSpUqKSYmRq+88kqxfvLz8zVq1CjVrFlTFStWVKtWrbR06VLH8WnTpqly5cqaN2+eGjVqpODgYO3cudN7HxAAoFQQpAAAF4ysrCwtWrRIQ4cOVcWKFU9bY7PZZIzRDTfcoIyMDM2fP19r1qxR8+bN1bFjR+3fv99Ru23bNs2dO1fz5s3TvHnz9N133+mFF15wHH/44Ye1ZMkSzZkzR4sWLdLSpUu1Zs0ap9e788479eOPPyolJUW//fab+vTpo+uuu05btmxx1Bw9elRjx47VlClTtHHjRtWoUcPDnwwAoLRxah8A4IKxdetWGWN08cUXO41Xq1ZNx44dkyQNHTpUXbp00fr165WZmang4GBJ0ssvv6y5c+dq9uzZuueeeyRJhYWFmjZtmsLCwiRJd9xxhxYvXqznn39ehw8f1nvvvacZM2aoc+fOkqTp06crLi7O8brbtm3TzJkztWfPHsXGxkqSRo4cqQULFmjq1KkaM2aMJOn48eN66623dNlll3nx0wEAlCaCFADggmOz2Zzur1y5UoWFhbrtttuUl5enNWvW6PDhw4qMjHSqy83N1bZt2xz3ExISHCFKkmJiYpSZmSnJHpLy8/PVunVrx/GqVas6hbhffvlFxhhddNFFTq+Tl5fn9NpBQUFq2rTpebxjAICvIUgBAC4Y9evXl81m0x9//OE0XrduXUlShQoVJNlnmmJiYpyuVSpSuXJlx98DAwOdjtlsNhUWFkqSjDFn7aewsFD+/v5as2aN/P39nY5VqlTJ8fcKFSoUC38AgAsbQQoAcMGIjIxU586d9cYbb+iBBx4o8Tqp5s2bKyMjQwEBAUpISDin16pfv74CAwO1YsUK1apVS5J04MABbd68WW3btpUkNWvWTAUFBcrMzFRiYuI5vQ4A4MLEYhMAgAvKW2+9pRMnTuiKK67QrFmztGnTJv3555/68MMP9ccff8jf31+dOnVS69atdeONN2rhwoXasWOHli9frieffFKrV6926XUqVaqku+66Sw8//LAWL16sDRs2aODAgU7Lll900UW67bbb1L9/f6WmpiotLU2rVq3Siy++qPnz53vrIwAA+ABmpAAAF5R69epp7dq1GjNmjB577DHt2bNHwcHBatSokUaOHKkhQ4bIZrNp/vz5euKJJzRo0CDt27dP0dHRuuaaaxQVFeXya7300ks6fPiwevToobCwMI0YMULZ2dlONVOnTtVzzz2nESNGaO/evYqMjFTr1q3VtWtXT791AIAPsRlXTgIHAAAAADhwah8AAAAAuIkgBQAAAABuIkgBAAAAgJsIUgAAAADgJoIUAAAAALiJIAUAAAAAbiJIAQAAAICbCFIAAAAA4CaCFAAAAAC4iSAFAAAAAG4iSAEAAACAm/4f0rMYO2hle1cAAAAASUVORK5CYII=",
      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# relationship between yearly amount spent and gender from the ecommerce_no_outliers dataset using scatterplot\n",
    "\n",
    "import matplotlib.pyplot as plt\n",
    "# Create a scatter plot\n",
    "plt.figure(figsize=(10, 6))\n",
    "plt.scatter(data_no_outliers['Gender'], data_no_outliers['Yearly Amount Spent'], color='blue', label='Yearly Amount Spent')\n",
    "\n",
    "# Adding labels, title, and legend\n",
    "plt.xlabel('Gender')\n",
    "plt.ylabel('Yearly Amount Spent')\n",
    "plt.title('Yearly Amount Spent vs. Gender')\n",
    "plt.legend()\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "443-TKx_ISJy"
   },
   "source": [
    "Identify the relationship between amount spent and with entire dataset."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 989
    },
    "id": "hGc-m6ZPIS2U",
    "outputId": "74b0cc2b-8716-4cb1-a4ba-62d76649ae71",
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<seaborn.axisgrid.PairGrid at 0x7fbf1c7d4c50>"
      ]
     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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vLVu24LXXXsPRo0eRlZUFAFAoFBgyZEhkdprQb6mrq8O9W/YFfd/fVz3Q5ftCIIRLtJR3GFsdrAd+ii9rjDC2OvpUGUJnsgP622/VF4nWc9jR8SDSx0OyZwj9iUjFD9d21HIJSgtTkZeswdn6VgyIkXfLfZ7EcNdibHXg29pGLJumR16yBnaXB0qZBMdrG7Gz/AJKC1JxvdlGngUIhAgQ1eLZ0aNHsWjRIly6dAmBTUFFIhHcbnfY23S73fjrX/+KtrY2TJo0if77559/jkGDBkGj0eCuu+7Cli1bMGjQIMFt2e122O12+t/Nzc1h7w+BQIgsJC47RjQ93DbbnIKvtwR5vTcRLDtg28I8wQfe3vBbkZgUJhrPYWfGg0geT2fjg8APicvoJFLxE7gdtVyCVxbm4c+HL2D7IQP9966+z5MYDo+OxGWr3cl5bgv0WryyMA8ujxdXGq0YEq8kvzWB0Emiumzz8ccfR35+PqqqqtDQ0IDGxkb6fw0NDWFtq7KyErGxsVAoFHj88cexd+9eZGZmAgBmzJiBd999F4cOHcLvfvc7fP3115g2bRpj8OLihRdeQEJCAv2/5OTkDh8rgUCIDCQuwyfayjvilTLB1+OCvB7p8pCuLDcJJctAiM7+Vt0BiUlhevIccl3bnR0Pwj0eofjqbHwQ+OmvcRlt5YOB+xOrEM5rCHU8CIzD0sJU/PnwBRw2mBh/7+r7PInh8OhIXGpUcuw6dgl5KYnYUZyPVx8Zh50l45GXkohdxy4hKUEJAOS3JhAiQFRnntXU1OBvf/sb9Hp9p7c1evRofPfdd2hqasKePXtQXFyML774ApmZmfjBD35Avy87Oxv5+fkYPnw4PvroIzz44IO821yxYgV++ctf0v9ubm7uNw8fBEK0QuIyfKKtbEwXK8eUNB2+5NinKWk66GL59yXSGXRdnZHX2SyDzvxW3QWJSWF66hzyXdsb52Xj20uNnJ8JZTwI53iCxVc0ZuX1FfpjXEZThjXf/rzwYA6K0nSc9+RwxoPAOMxL1jCykvzpyvs8ieHw6EhcOj0eLJo4nDPzbHFBKkQAKi43QRvT888DBEJvJ6ozzyZOnAiDgXugDxe5XA69Xo/8/Hy88MILGDNmDF5++WXO9yYlJWH48OGoqakR3KZCoUB8fDzjf4Suh5jyE4QgcRk+0fZwm6CWY+uCXExJ0zH+PiVNh+fn58DU5uDMGoh0Bl13ZOR1NutI6Ld6cUFuVJRokJgUJpLnMNSsGqFre83+KpQWpvJ+R7DxINTjCSW+ekNmZW+lv8VltGVY8+3PpgMn8cRUfafHg8A4tLs8gu8PjOtIZeiRGA6PjsSlx+PlzCo8bDDhz4cvQCYRY2f5BfJbEwgRIOoyz06cOEH/95NPPolf/epXuH79OnJyciCTMYM+Nze3w9/j9Xp5yzJNJhMuX76MpKSkDm+f0HUQU34CIbJE48PtUI0K2xbmwdjqQIvNiTilDEqZGOs+qMZnp+rp9/lnDUQ6g647MvIikXXE9VvpYnum2QOhY0TiHIaTVSN0bZfVGFEyeQTv94QyHoRyPKHEV2/IrCT0DqItw5pvfywON0rf/hqfLC+Cy+Pt1JjuH4d2l7BPtH9cRzJDj8Rw1+P2giWcURw2mOAFUDBKS35rAiECRJ14NnbsWIhEIkaDgNLSUvq/qdfCaRiwcuVKzJgxA8nJyWhpacHu3bvx+eef4+DBg2htbcX69euxYMECJCUl4eLFi1i5ciV0Oh3mz58f8eMjEAiEaCNaH279JwpmqwP1LR6kJ8XjyDkTLA7f+O9vOhzpDLruyMijsgOe23OC8ft3JMuAiGW9m86cw1BNuakOmqa2jmWRhDMeBDueUOJr1KDYiMQHgRANGdb+HWwVUjGWTdNjZ/kF+n5GYXG40WhxYGxKYqe/k4pDs8UR0n0+0gb/kbrHEfhptbsEX2+xubB+bhb5rQmECBB14tmFCxcivs0bN27g0UcfRV1dHRISEpCbm4uDBw/innvugdVqRWVlJf7nf/4HTU1NSEpKwtSpU/F///d/iIuLi/i+EHovWbljUVdXJ/ie5paWbtobAiGyrJqVgeJGK0QiEd3ePH94Ypc83PpPIGIVUsgkIpjaHFDJJIhRSKFRyZCglnOuflPdo5a/V8EQ0IytkS/x6q6MPJI5RugswbJqTG0OtDncdDztKM4X3N6wRBXLd4mr7NLY6oDZ6oBaIYVYJIJULII2JrRrN1YhhVouQWlhKvKSNbC7PFDKJPT4Q8UXiQ9CJOjpDGu++9n2RXmovGrGmGEaJKhlkErEaGxzQCWXwGzhz4bzv4/Gq2TQBYk7PhGrqN0OgfpsqAb/4Xw3ieGuJU4pPJaq5RLYnMJluwQCITSiTjwbPnw4/d9ffvklJk+eDKmUuZsulwtHjhxhvFeIHTt28L6mUqnw6aefdmxnCf2KUMpF/7psWvfsDIEQAqE8XHM90Bel6fDx8iIkqmURf7jlm0AsLkjFo+99hbwUDZ6clobkRBWee7+S9RBPlSaUFqYyjHFbbE6k6mIimkHXnRl5JHOMEC6hZrEAgNvjZcRdxeUmFOi1nKU+hXotDlZdx5hkDV2+eVuiCkPilfQ1KhTHL3x8ChvmZQuWd11rsuK7y03YUZyP7f8ysEyud5aMZ8QXiQ9CZ+nJDGu+bK7DBhPEEGHOmCS4vF789u9nGDHJVyrZ0bLKoRoVXngwB5dMFjRZfeNGxeUmbPiwmo7ZZptTUIhpsjqw/sPqsL+bxHDXkaCU8Y6lO4rzIRGRxgwEQqSIOvHMn6lTp6Kurg6DBg1i/N1sNmPq1Kkhl20SCARCfyOUh2u+B/qyGiPW7q/CtoV5Ed0noQkEwBTEnr4vnXf1+7DBhNICpqF5nFIW8fIQUm5CiFZCzcqkcHu8jPfuLL+AV9rj23+yXqjXoqQglbWNKWk6ejwIFsd5KYmC5V3U5+8YnogPvrvKaXItFomwPcLjD6F/05PjuaDHoMGIp+8fjRcPnmbFAlepZEfLKs0WB5osTqzeV4kyDtHc7mr/rEqGVxbmcXZufGVhHpwuT8RKOgmRweZy49V/GbjHUoiwcV4WpJKo7hFIIPQaolo8o7zNAjGZTIiJiemBPSIQCIToJ9SH61ANlMMtD+F7P9/3qeUS5KUk4r6swchMiodSJoFCIoZaLuHMogGYncOK0nSQSkQwWxwRLw8h5SY9Q7jXXDTTkWMR+kw4IjTgEwcsDqYnjsXhxvL3KlBamIrSglTEKWWIV0pxoLKOU3zzHw+Exg1K2N5+yMBrwE59vmTyCLz0GXdX87IaI6432zo0zhAIgfhfK2tmZ0IuEcNsdSBG0T3juZDfmlougUouQWlBKh6ZOJyR5WVxuFnNDDrS+IAS20smj+AUzvw/G6uU8nZuFEOE52akY2fJeMY+Cn13f6CnxyKb0407RgzAz6bfDpfbixiFBIAIh87cwOtfnIfF6UasPKqn/ARCryEqI+nBBx8E4GsOUFJSAoVCQb/mdrtx4sQJTJ48uad2j0AgEKKaUB+ugxkot9mdYZWHmC0OXG+24WqTFQkqOWQSEQz1rahXSpEyQM35fWq5hHOVuyhNx5tFAwAKqW8VtUivRfHkEZjxchnyhyfS+9WRB1e+B2B/w2VjqwPnjW2IVznIZL2LiGSnt0jR0clRR44l2GdCEa/8P/frBbmwuzzYUZzPKsGiYu6fv7wLzTYnIwYDocp+go0blLDdaHGgoraR9XtRn/cXwLm40mhllIr6I/QbxcglRFQj0HTFeBLueMDnt0bd/zZ+UM0QtQKzSM3WWzEXTIjzeL04V99Ke4oqpWJsaC+zXDghRfC4qBjn69xYZjCipNmGJe98w5np2h9LA6PhfiWXSPDtxQbGYkSRXotl09KQO0wDm8MNh8uN4SCJJwRCZ4lK8SwhIQGAL/MsLi4OKtWtwUcul+POO+/Ej370o57aPQKBQIhqQu0qFsxAOUElD7k85FqTFc/+7QTKDGwPpCXvfINxKRqsmZ3J+o7SwlTOVe6yGiO8Xi8riwYAivQ6JA9Q48MnC2B1eNBmd6G0MBU7yy+EXTpCTYIaLQ443R4cPmeiV9P9H4Cj4QG5PxDpTm+RoKPnviPHEspngsV3gkqGfUsn01mSbQ43Vu+rYsUmNfHNH54IqVgEl8fLmVFCQRmqBxs3KGHbbHViyTvfAGD+XtTnqfcJ4Z/JQsWq2+vFpg+rWRk0X9YY8eyeE5iZk4QV71fSf+/KOO3pjBOCMF0xnnRkPODzW+O7/wVmkYrFItQ1WZHkFz+B0EJcQGwUpemwuGAEjpxvCBpzcUpZyOI4V6ZrVzddiDai4X5ltjiw/oMq1njo+7fPT2+EdgBuNNsEG1AQCITQiErx7M9//jMAYMSIEXjqqadIiSaBQCCEQahdxYIZKDvcbG8TisCyzmf3MIUzgP1wfby2ifV9ecka3myXcoMJP71bz/JdWTMnE1s/OYVDp28y/k6JAaY24W5gZosDpjYHvADW76/iXfGnHoB/89CYHn9A7i90pCSpK+nM5KgjxxLKZ4LFd6JaDl2sr7zyRoudU2iiYnPN7Eyk6mIw45UyWizjyijxN1QXGjcK9Fq6GUHF5SbGvq/bX4XN83Pg8Xqxozgfg+KUKNLrWOOG/3a0MewGBTuK83lLz6hy0MDfrSvitLOCOhHeup5IjycdHQ/4/NYmj9Ty3v+oLNICvRYnr5lhGxgLtVwSthBXVmMEvMATU0cBAN59bCLMVierPDTUpgn+Apx/pmtXN13wJ1piJxruV/Utdv7x0GDEz6anweH2oM3h7rdltQRCJIlK8Yxi3bp1Pb0LBAKB0OsItatYMAPl6802we+hMthCLSPbdOAkPlpeiHX7q+nvC1a6JRGL6HKz4Vo1bjTbWMIZ9T0A8OMpI+EFsOy9Cs5JrQjAM3tOYEyyBhW1jUFX/L+sMaKhTfgB+WqTFcY2UsYZCULNmuwuOjM56sixhPKZYF1llTIxff0LCU2HDSY8fV86Fr15lJFlFhgDgYbqfOMGlWm669glLG5vOkChlkvwgwkpeOr/fUfvj1ouwf4nCrD+w2pGHFLbWf5eBeaNGcoSLIKNGVyvR3oi29mME5LJ2j1EejzpzHjA5Z9ptjqCficVC3kpGjz/QA6G62I442+SgBBXZjBixcwMbPn4JCvWXlmYh/eOXcK6OVn0vgcTx/2xuzy8TRe6QuSKptiJhvtVk1X4O1weL5ptLiil4n5ZVksgRJqoFs/y8vI4GwaIRCIolUro9XqUlJRg6tSpPbB3BAKBEJ2E2lXMbHHA5nRj9exMeLxeWOxuJKhuGSjzmfVTUBlsoZZ5WBxuXDJa8JuHxqDV5kKLzQmFTCL42RiFBA+/cRQFei1m5w5FXoqGJZxRHDaY8Ivpt7OyyYBbk9oZOUl0dkqwFX8Ks8DDqVougd3lQZ3ZhovGNiQnqjE4XkFEtA4SatZkd9GZyVFHjiXYZ1RyiWB8Pz8/B+s+qA5ZaLrWZGXEuVouQWlhKvKSNYhXyjA7NwmJajkGxysZn/MXAsxWJ9RyCSRiEVweDzKHJrC8CrmyYiwONz6uqsPsnCSUFqTC7vJAIRWj4nITLRZ8c6kR41I0jIlysNIzvtcjOXHsjIgSDaVe/YVIjyedFUso/0yKc/Wtgu8fFK+AqcWB3z40BkqZBC6Pl26Ms2leNgw3W+m4cXu8gtuqM1t5O9s+fd9obDpwEr99aAwsDjeWTtXD7fXyitr+jNTFcF6zXeU1F02xEw33qxi58DMUNTZr1XIIXyEEAiEUolo8u//++/Haa68hJycHEyZMgNfrxTfffIMTJ06gpKQEJ0+exPTp0/H+++9j3rx5Pb27BAKBEDUE6xIp9GBLvSfUDLZQPZAAwO31otXmwqhBsQCAszdaUKDXchoUF+i1cLm9jIf2bQvzBL/L7fEKdhMrbi/pokQFf7HA30zd5TcR8XWuYkN5zPz+72cY30k8ljpOqNdcd9GZyVFHjiVYSeTx2iYMiVfyxrepzYHPTtXTnwlHaOJr3sF3PQcKAYBPDOASpfnKs1//4jxeWZiHt49cZIxFQjFPlYXyjRmBmTEU1LmKRAx1RkSJhlKv/kKkx5NIiyVC+1ek16Hyihkr91Yx/vbEND2GD1CjweKgPQUBYEdxfljfTVFWY8Qz94/GP07Vo77Fjo0HTuLbS410J16ZVAyJSIR/nzexRPEpaTokJbCbenSVyBVtsRMN96sYuVRwPJSKRVDJJLC7PUgKWAQhEAjhE9XimdFoxK9+9SusWbOG8ffNmzfj0qVL+Pvf/45169Zh06ZNRDwjEAiEALgmt0DoD7ahZrCF4oHk/9+UjxEASMUiLG7P8vJ/+CvSa7FmThaarU788p7RKKvhzjYLJFbJf1tTyyUYECPHjuJ8xMileGfxBCSoZfjNp6dZvmoP5g3D64/egTilFF4vMD1jEEOUAPg9ZqLVYylcekKoC/Wa6y46MznqyLEkqOXYOC8bq/ZV8mZ9TBgxgNEFFrh1rii/PwohoakoTccQmjpyPQdeI7FKKefvxZcBZ3G4sfy9Cuz56WRca7LSWTRV18youmrGtoV5iJFLGY0MdpZfwCvtgtrhANF66VQ9St/+mvEdarkEa2Znwgsvzt1sZWWmdiSGOiOiREOpV38hQS3H5geysXJvJcr9znmhXovND2SHPZ50dDzgGksBwNTmwLq5WVjvly0K+O5/S6fqseQd5rVcZjDCAy9m5w5F/vBExmuCsS4gKgNAq80niJmtTno/qHsiJapX1DayhDO+cayjIlewe060xU403K80ahmenJYGAKx7xrKpab7MNC8AL4goTyBEgKgWz/7f//t/+Pbbb1l/f/jhh3HHHXfgzTffxMKFC/H73/++B/aOQCAQOkZPZw9xPdj6Z2CdrW/FgBg5dDFy3gwXwJdl0mxzQqOS4fn5OahtsKDJz4j45DUzFk0cjuXvVTAm//PHDqO/N0YhRaxcgqfuHY3nZojRZHFAo5ah8ooZD/zxMMvEvOqaGUVpOs4H86I0HW8JA1eW2LJpel7fs3X7qzAmJRHbDxlQoNdiywM5EAH4h5+AJuQx05kJAhfdXa7Sk74ywbImu5POTo7CORb/zq/P3Z8Bu8uNm612yCW3ShktDjc9QeTqFBs4oRYSmp6fn4MNH1bTfxNq3sF1PXNdI/dkDMLmB7Kxel8V4/fSqPjFJIvDDbfHS2fR+GfAvfRZDf2+Ir0Ou350Jx5752ssf68CpYWpeOJuPZQyCV1ubnW4sWZ2JgbFKWB3eaCSSTAkQYnffXoGV5usrHhXyyXITdbgorEN181WJKjlIcVjZ0TVaCj16i+YLQ5sPHASY1MSsTigNJgqU6Sa3oQyJvONB/dkDML6uVkwtjpw3tjG2EZgnKjlEuwsGY8/HjKgzGCk770/vWsU5FIxnG4PYhRSPPzGUU7rhMMGE56bkQGlVIx7MgbR96TAWKe2O2mkFnKpGK02F5ZN03N20o1VSuh9C4QSuEsLU7FqZgYcLg/nc4D/MfuLXFzZ3R4vu4AwlHtONMZOT9+vEtRyDItXYvWsDHghQovVdy4AAF4Pth48jWfuSyclmwRChIhq8UypVOLIkSPQ6/WMvx85cgRKpS/11OPxQKFQ9MTuEQgEQthEg9ltq92JZdP09MNsjFzKmYHlv198k2Zqovv24QuMlf2iNB02zM3CeWMbti3Moyf/+cMT6YfuwO2UFqZievpg1DfbMSRBhdLCVPpBn5rwjh8xAJvmZWPtfubkvECvRfHkEfj6YiOnuMaVVSMkFpQZTCjxy4hbu78Kv3loDJ6b4UKjxefzFMxjhssr7UqDBSvePxF25kt3lqtEg68MX9ZkT9DZyVEox8I1LlCC85MBpVLxKhmuNVmxdn8V0pPi6TiePEqLoQlKfC99IP7Z7gvoP/FderceSpkYGpWc3v8N87Jhc/m+1+EW9kfzz+rgukbUcglGJ8XjapMVP5uehlWzM6CQiGFzedBqc2HXjybiyDkTa/JeoNdCKbtVPsrbNdBghBde7CwZj4ffOIoTl5vwyIQUJPnFTZvDio9P1DE6eBbqtSgpSIVUJGLEe7hlqv50RlSNhlKv/oKx1VfGHJg1TGFqc6DN4Q7rnjxUo8JvHhqDxjYHmm0uJKilUMmkeO79StY2np+fg/UfMrPKSgtTse1QDX19WxxubD9kwPZDBhSl6fDC/BwY6ls57QSo2LncYMGvv6rF5gey4QXw2al6OtbXzMrAypnpkIrF2HzgJCurOrCTbqFei/pmOwr0Wqh4PEipfZw/dhgyhyYACGL90C7e8MVYUXucUL9vqPecWKUUhXot41mDolCvFcw870p6+n7lBrD5o1OMMbNQr8W6OVn4+mIjLE43rA43bjTbWP6VBAIhPKJaPHvyySfx+OOP49tvv8X48eMhEonw1Vdf4a233sLKlSsBAJ9++iny8oQ9cAgEAiEaiAZRAgASVHJU1DbSD7N8GVhc+xV4DLwT3Roj1u6vwtj27C2AObH03w71gL3r2CUAPlHL5nRj8igt7s0cjNK3v4ax1YHDBhOeuFuPRLUMv3loDM7Vt6LJ6mSYjAPAzpLxELXvP8VkjiyxcLr2fVljpL3azBYHnnyvgvZP48PmdONak5WeIFxttODZ9090qMyzO8tVos1XJhroyskR37gQ2PUS8MVQjEKKVXsr8fCEFMakVC2XYM2sTDx1XzoWTRwOkUhET7grahsxNlmDpAQlRg6Mpb9jqEaFLQ9k43KjFYlq4ayNGMWtR8bAayRwkuz/78AJnf/knRII2+wuelIsJGqXG0xYanPhk+VF0KhljHNC/44GI+szXgBP3Tua8ffOll13VFSNhlKv/kKwcdPt8YZ9Tw4UjYTunyv2VmJMsoYh3gku2tQYcbXJguE6Nd4sP88rfCmkYpTVGLFqbyUWF6Ri4YQUxCiksDjc8Hq98HpE2PzxSZb/Z+CYUqjXYu2cLPzhH2ewuCAVbq83JGE32LPMbx4agylpOuQma3ifD/x/31DvOW12F0oKUuEFu0SxpH0c6W/caLaxyvwB37i34cNqXxMIuxvxaika2xxEPCMQOklUi2erV69Gamoqtm/fjr/85S8AgNGjR+PNN9/EokWLAACPP/44fvrTn/bkbhJ6OVm5Y1FXVxf0fc0tLd2wN4S+TDSIEmaLA2v2VYWcgRW4X4HHEGyiu3pWJqanD2KVedhdboYAt+vYJSyaOJy1Ql2o1+Kt4vFY9KavhEUhE/setutbseitY5zfW/r21/hkeRFcHi89qTVbHaz3hdu1jxKoqMnvF2dvChr1Hjlvwp++OEcbnl8yWTjfCwQ//91ZrhJtvjJ9HWOrA99eamRkg/pnmlCdXylxpdXmQnpSPGNS6i9WrdhbSW+7SK/FvqUF+KS6Dsvfq8CuxyYyvttscWDV3iqUGYz4YFmB4PUsl9yKh8BrJFCI4hOmyg0miCDCu49NREObgxa99y6djK0P5mLl3sqgonaT1YnB8WyTcqHx1VfqxuzeHm6ZKhcdFVV7utSrvxBs3HR7vIL35OvNNm6BNsR7INXZ2Z9g17dcKsHagHs0cEssWj0rg/YvKzeYsLggFUve+QavPjIOS989DsDXPICvcc5hgwkrZ2RgZk4SZGIRnC4PlhSOxM1WO9weL154MAfrP6hmWBQECrvBnmVabS5sXZCLi8a2kGIs1HuO2eqkM2m5OvQGjm/9gcY2B+9zRbnBhFWzMgEAaqkEdc327tw1AqFPEtXiGQA88sgjeOSRR3hfV6m6p8yJ0Hepq6vDvVv2BX3fX5dN6/qdIfRpokGUMLY6WJkZwR7m/fcr8BiCfdbmdGNsis+HyX/F/tVHxtHvyUvWAIDAZPsMvVKuUck598Mfi8ONRouD/l7AJ9gFEm7XPn+BaqhGhZnZQzBppBZr9lfxdgq0ONwwtvqEuyaOMk5/hM5/d5Z6RaOvTKTpad9Bf1rtTs7SJirTJEElwz9/eRctrlTUNrIm7PyljiZsOFCNvJREWBxu1rnzHw/qzDbO5h3U9ewToGMAsK+RwP0RLok24pkZ6ai43ISd5ReQPzwRQ9rFsG0L81Bntgn+XgqpmDNWgo2vjRYnivRaWlQIZ9zrCnq61Ks/EGzctDiEM5WuNFrpaxPgFo3CyWAGgi/aSCUiQeHruRnp2PzRKfpvDrcHy6bpkTxAhVcfGQelTAKpWMT5eYpLDRY89df/cGaHUuWmK2ZmoNnKLeyG8iwzalAsrputQd8HhH7PiVfK6BJSoff1J0I5F7pYBVodbsT3UFkrgdCX6BVR5HA4UF9fD4+HeQNKSUnpoT0iEAiE8OluUYJLIGi1sx+0gj3Mq/xMhAOPIdhnqWMKXLH3/5zd5Qk62S4pGEGLRGaLAyqZhJ4o+HvBBH4vRaxSyvJCowyWRQDDQ4USC57bc4LOBgIAt9eLS8Y2NFkdiFX6fs8RuhismZWBy41W1io4tT8tNie8YfxWXHRnqVdf92TqTt/BG8022hspXiVFolrOKpvRqOT49adneDNNnn8gB8N1MfTf45UylsAkFD+HDSaUFqRynjv/iZdULMKTAlkdHy4rhNniQJPFCbvLjf/78Z2QSsQoq7kJL8D0UWwv8eQyCz9e24hr7eb9O0vGY8QANX39Uv/P1xSEErX9m474/y5CuNxerJmdhQ0HqnHYYOpUPBJ6B8HGTYvDzXuN7iy/AACMDEQuoSLYdRTYLCNYV0yrQ1iMu9JoZdzrbktU4X+PXmLE/7tBMrA0Kplg2fKKvZVYMysDcTwLC6E+y/iXegu9L9R7Tl+/N3WEOKVM8BqOU8ogAtBidTLuIwQCoWNEtXhWU1OD0tJSHDlyhPF3r9cLkUgEt5vdhYZAoGhuacWAgYNDeB8pxyR0D9354McnEGyclw21XMJ4+A6WgXW8tolefQ88BqHP+h9TYGnagBg5ivQ6lBmMUEjFQVfvAdCTnWc4jNX9fZQCf0vKXL148gh4vF6GUfOuY5fwzP3peKLdK2VAjBxujxdXmqx4e/EEnLjSxDBsL9JrsWZ2Fgz1rahXSnGbRoUmi4PuFMgFNUH45+l6/klTCOe/u0q9+rInU3f6Dtaa2rBiL9OLplCvxfPzc5CivTWJcbg9vGU3hw0mlpG/LlaOG83MyWuo8ePvXWhsdcDl8RnwH69tRNU1M/JSuEW4KWk6qGRinLrewjA7B3xdMOeNHYpdx25N4HcU5/OahRfotZibOxQVtU149V8GuqyZwuJwY8WMdHi9pzhF7f/7qha6wlTWPgqNr4V6LY7XNqLyahNm5SShtCCVMQZxHW+sUorzN1vh8njh8XphsbtC7sZJiB6Exk2zxYGdJeOx7VAN6xrdUZyPry42IEElg9niE9C4RCNBMSxNh5QBaobJ/c7yC9hRnA8xRIxrr0CvRXFBKlqD+Hb5l08X6bWovGJmffe/z5t4jfWnpOkwQheDxBg5MpPisaRwJGsBqqzGiMuNVix55xvOhYVQnmXMFgeO14b2fBDqPacv35s6ikoqxo7ifGz/l4HzGlZJxZCJRUhQy4jfGYEQAaJaPCspKYFUKsWBAweQlJQEkUg4DZlA8Mfr8ZByTEJQurN8q7se/IQEgrX7q7BmdiZWvH/LFylYBtby9yowYcQAuszI/xj4Pht4TFRpGtUUID8lEatnZ2DzgVOouNyESSO1gseUMkANtVyCZe9VCBqrn7jcxBIJqN/iyDkTI6smQSWDzenGw28cBQB8tLwQa/dXCwpz/mVwtOHy7CxMSx+IQ+0dDv3xnyCcqWvmLIsr1GvxwvyckM5/d5V69VVPpu7yHbzRbMOKvZWoqG1ieZkdNhihlEkwqH0iE2yyHGiCnaCWY7iWOSEPlv2SMkBNd6Xk6+y5pDAVucM0AMBZxnX4nAn7vrvK2QVzzT5fcxAqBiouN2H1rAzOzJbDBhM2HaimS7Gp39xscaC+xY7aBgtkYjHWzc3CzRY7miy3moL831e12Dgvm/McCY2vz8/PgcPtQavNiXiVHGv3V+GbS414ZWEePPCyjnfzA9nY+GE15o+7jbOsrTu7IxM6D6vk0G868ccAMRjwXaNiiHDHiESYrU48+V4Fti7I5RSNhO6fT0zVI04pxYsLcnHJZKEb3Hx1sQFzxw7FylkZuNbkK22kMjxLC1NDshMo0muxZk4WFr15lDXGVF5tQmlhKkQiEWsBbfMDvm7V/k0MuLpwUoI818JCKM8y5+pbsenASbzSLo4HloIHxnGo95y+em/qKCIRcNHYhtKCVDwycTgj6+zVz89h47wseBE8C5BAIIRGVEfSd999h2+//Rbp6ek9vSsEAqEPwpedRU20zNbIC2rd8eAXTCBYNSuDMQGwONzY/VUtnrk/HaWtDticblb5ob//T+AxxKtk+N33x6LV5uI9Jo1Kjpf/WcNoCkCVGhSM0mJogkpwpXxQnCKoIfiaWZn4UWEq43v9P8PllbKjOB8WhxvLpumxdl9V0O5k1N8oE/dygwmbDpzE0/ePht3FzCAqChAQN8zLxrr9VchLSaQFPI1KhuFaNYYlqjmPqyfpi55M3eU72NjmQEVtE2/m1Z1+YjFXNot/GY7T48W5m63QxdzK4my1O7HpgWxa7A2WASqXiFFR24gBMXKsbm8Q4A/1ufEjBiAvJRFP3K2HQiaGRuXLNjW1OTAgRi5oTE0Jw4BPUPi/n9yJlXurON9fZjChpP39bXYnr6D39H3pcDg9sDjdyEvW4KFxt9EiIBehjq/Ue9rsTjz/gG+8b7O7EKeUIVbp62Ya2JSBoru7IxM6j1Am9re1Taz3q+USjEnR4J6MwTC1OVBSkIovzt7EzOwhLNHIP4M58P5Z+vbX+HBZIUYNikWsQkpfl7NzhkIXK8f1Zhsra5kS4wIz0yix7IKxDTuK8zFSF4MrDVZsXZDLOcbkDtPgqXtHo2TyCDjcHqTqYhAjk2DDh9X4LGChh+s+5y/Icy0sxMglWDM7E01WJ2LlEqjlUkYH3GabExaHm9fgv9nPQ5Ei1HtOX7w3dRQvgI8q6xjPTkV6LbYvysOyXRVotroQp5TC7ldtQCAQOk5Ui2eZmZkwGrknSgQCgdAZBMu33j+Bse2ZRUDkMw26+sEvmEBgdbhZE0ypWIQZr5Qxyjn9CfT/4TqGwfHMz/hn9ankEjwycTjePXaJUTa5/ZCv1GBWzhA8/2AuVu2tZE1wKAGqhsP03x+b083qjNZgYXfZ9IdaXQ/FM4rrc4Av82ZxaypDFFNIxYxsH8A3sf/tQ2PIinkP0hnfwXCyVJttLl5PocMGE9Z+UI3t7eJLYDYLX7ljUZoOT0zVo/Ttr2mvpjWzM7F6VgbsTjf+a9xtWLu/ipEJUpSmw9Kpejq2fV34+AXoVTMzoJBKWNfleWNbWMboFocbVxqFzcKp9yeo5Jxjse93O01neQLAvqWTMRzCvj2hjK9C7zlX34rPTtVj4YQUzjFBLZcgN1mDOrMN541tPd5wgiCM0L1+zf4qhmAE8MdfgV6LSSO1SFTLGKKRQirBh5XX8PAbRznvn/5dmgOvkfPGNtb7KcHp3ccmoqRgBENweuCPh+nv2Ld0MpK1KqwS6Mz57P3pePK9CryyMA9bDpxESUEqSzjz/wx1n+NqmOO/sCDkG5nQvg5EjbV8Bv9cvoWE8KC6pwcuOvoWAUX48ZSRuGa2IkWiZmUwEwiEjhHV4tmLL76IZ555Bs8//zxycnIgkzEfauPj43k+yeS1117Da6+9hosXLwIAsrKysHbtWsyYMYP13p/85Cd444038Ic//AE///nPO3sIBAIhShHKYgrMouhtmQahCASBD/JmiwP5wxMj5sfG9XBdpNehuGAEjp5vYE0yPqq8jl/cczu2C3jTOIJM3v2FD+r7SyaPEPxMsHI3imAd02xO9gThn7+8CwCH6BIrx6hBsSF9LyGydNR3MNwmA/FKqXATDL9MjsASKN7OmTVGwOvF7h/fiSuNVro859CpG/jtQ2PobpVU/MQopPjmUiMttgHBvdEcLg+GaVQwtjoYwlC8UoaGNmEhOjAm/L2Z+N4/JU0Hh9sjmFHqL1x3hYl/YHy6vV6o5RLO34pPWCGlnNGL0L2+rMbIukcIid5r9ldhZk4Sw/agKE2HYoH7jNA1y3evtjjcaGgT9tJUtl+jgn6JLg/jeBZOHM67PcA3PvjbNXAdR6i+kcTcv+upb7HzdmYtMxjxs+lpaLa5YLGzOy0TCISOEdXi2fTp0wEA3/ve9xh/D7dhwG233YatW7dCr9cDAN555x3MmzcPFRUVyMrKot+3b98+HDt2DEOHDo3QERAIhGglWHZW4MSpM35I3emrBnRMIIikHxvfw3WZwQgPvCgtTMXO8gus7lBuj5fXm8bU5sCR8ybO0jQqA8fj9aKithGx7aLBt5caMSZZE9Q/pkCvxZAEYSNdf2HAf1WeKq9LHqDG/5ROwIAYOZxuDxwuN2KVUtQ1WVkNDshEu+foyHXekSYDiTFyXG0SzrziK4W2u7gzNYD2cscWO5a+exzALV9CU9stIY7al3P1rYxJPhBaZ13KV5C6tieP1EIuFUMXq8Dz87Ox+aNTDPFbLZdgzawMJKhkjA64lVfNvKXYRXodYhRSvDA/B/WtdsF9osbiUCfc4Yy3nCJ/ms5XNsfhsyvUobA3LbBEO5G8Zwa71wcSTPQOFNsoUfvHU0bipc9qGCXXAOCFFzeabWi1uVjHI3SvvtFsQ5FeyymOFOi1OHCijv4OPm622hnHEyz+hw9QIy8lkeF9BjAb2oTqG0nM/bueJqvwte32eAF4EaeSBl1UJRAIoRHV4tm//vWviGxnzpw5jH9v2bIFr732Go4ePUqLZ1evXsWyZcvw6aefYtasWRH5XgKBEL0Ee5DgesjsiB9SuBkrkaCjD63B/IJCndAEPlwHtlEfoVVjesZg/ObT06yytC0PZGPjgZMMM+MpaTqsm5uF3V/VYuuCXAC3ylLUcgl2FOfj1X8ZGEIBZYD83J4TrM8Avsn76tkZqGuyYZhGBY1KxjvRDzRpLm5flRcq71lckIrVeyuxpGgkvr3UyNgemWj3LOH6DnakycDgeCWagpQM85VCV9Q28nzCh7+wT13T62Znsd7HJRoE80Y7ccWMMckaLClIRZJGic0HTjJjVK/DjuJ8LHnnG7p0dGfJePzxUA3K/PzNCvRa/GJ6GubnDcOqvZWMuCrUa7FmTiZe/scZ/HByKhJjhMditUyCFx7MwbgUTXs2nIN37AlnvOUV+WuM8Hq9WFzANm4XElYi2XCiPxPpe2awe/1tiUy/zWDZmTEKKUMk3ll+AWUGE56bkYH/PXqJ4UHmf4/gasLhcHuw/Htp+Ondo3D4nInueFmg1yIpQYXFhanwgG22T2WGBXaqDSQw+zNYZ1CxCKiobWQIZ1TjA4pwfCOJuX/XEiOXCL4eq5QiMUYKRXvHTQKB0HmiWjy76667Ir5Nt9uNv/71r2hra8OkSZMAAB6PB48++iiefvppRiYagUDouwit+HL5fQDhlwx1JGMlUnT0oZXPCyicCY3/wzWXwLRsmh4VtY2cZWkr91Yif8QApCfFM7LSvrrQgB3F+Whoc6K0IBU/KhwJi9ONlEQ1Xjx4itPoXwwR3vxhPpqtLpQWpGJJ4UjYnG6kDFAjRi5Bi82J5AFq5KVoYGpzYEnhSMzKGYpB8Qr6e2+YrchPHYDzN30mzUkJSvzXn/5NNxngK+8BgLyURGw7VMPy1AHIRLunCcd3MNhksc3u5BSWh8QrUZSm4xTehLKowhX2DxtMcHu9IW1n91e1eKt4PMQ4wzQjT9Nh/dwsuD1e7P/uKgCgopwjRg1GQAQcWFaIBosDulg51uyr5oy/2blD8afPz2FsSiIWB5iFb/3kFDKHJuCVQzV4cloa71g8PWMQUnUx2FF+gSGOc409ZosDz/7tBMvTjW+8DVa6v2yqntUd1+7ysBYD/EWUSDWc6K+Ee88MZUEnWCb2iStmxjWaPEBYoGuzuxiZn1SXyuvNNuz96WSs3FvJMODnzVQM8FYtStPhg2WFuNJgwTe1jXhi13Go5RK8uCAXz81IR6vNDY1aRt+LLQ53UDFMPzAWDvctMZBqRgAELiZpsXFuFj6uqsOE1AEsc3+q8UGCWh62byQx9+86YuRSwcx6EQCFRAoxfNn7A+OFM+wJBEJwolo8A4CysjK8/vrrOH/+PP76179i2LBh+Mtf/oLU1FQUFhaGvJ3KykpMmjQJNpsNsbGx2Lt3LzIzMwH4vNWkUimWL18e1r7Z7XbY7bfKDZqbm8P6PIFAiDyhxiVfdlahXosSDr+Pjnh0dCRjJZIEe2gNNZMs3Emp/8M11+RBKHuj3GDCszPSsfWT06xsrjtSsvDErmPIS9FgcUEq1u6vwp8Xjw/q+eHy+CYPg+IU+OzUDahlErjUMoxNSaTfe9HUBi+8+LjyGmN7RXotBico8Yv/+w4Whxt/e3wS9j9RgDa7C0qZJGiTge2HDPjF9Nv79US7t98rhSaLarkE8So5XepIQWV5vtiBDNCOCPutHGbQsUopQ7xTyyXYuiAXr/zzLMakaLC4MBVqua9c+t/nTfjgP9fw9cUGHG73fBQqXXN7vRgQI4fHA5QUjMB/TxqOoQkq2F1u3Gy1QyGVIF4pxYr3b/IalD8ycTi2HzJgSeFIbJyXzWp2MCVNhw1zs/Dc+5WcY8+ze05g8wPZ0Kh8Ho7Xm228zRC4xttgoqhcKsHIeCXWz/GJihaHGzEK/mzTVxbmIV7Ve0qjojEuw7lnhrqgI5SJvXFeNmYGNMpZNk0ftNSfwl8kE4lEsDjdjPtHsHudv7dqWY0RGz6sxpj2z1DxutPv/qmWS7B6Vgb+vHi8z/dQKsG9mYPxymdnGXFW1H5sHq8X8SoZPZ4Edr8EgASVDJ+fvYlZ28pxR0oiVs/OwHWzHRV1TXQmHAA0Whx0x96OLAoQQiOcuNSoZXhyWhoAdnbisqlp+MepG7g3cwhEIl8TGwKB0HmiWjzbs2cPHn30UTzyyCM4fvw4PZi0tLTg+eefx8cffxzytkaPHo3vvvsOTU1N2LNnD4qLi/HFF1/AarXi5ZdfxvHjxyHi8LcQ4oUXXsCGDRvC+gyBQOhawolLruwspUyM9R9UMx6mO+rREU55Q3cTTiZZuJNS/8k/1+QhWFlMfbOdM5tr04FqRhbXiwtyUd8s7JdktjoZpstFei3uHj0I8Urm7U+jkuPXn57hyLQxwQPQ32u2OvHKP2uwdUEu6oJ4WlHHGbgPvXGi3Rl6+l7ZWf8kITFrzexMrNlXxSvubFuYF3YGKN9kv0ivw1P3jcaSd75mfSYu4Hq+1mTF2v1VKJ48Ah6v1yfm+gnZh07fZGWA7ijOx0uf1QAIHqOXGy3weIF3Dl/At7VNeGVhHrYePMWInx3F+YLboL7D5nSj2erg/J2Cmb0325zYfOAk1s/NCtrdM3C8DZZBk6CSYeRAZmOPG802bDxwknN8EgH43ffHCm4zmujpuOQi1HtmuBlqfJnYF01trOY1fNlZfEb6hw0mLL1bjzilFMZWZql2OB1qAaanWuDCk38W98qAEuktD+RgSZEVjRYnnS226UA1Fk0cjn3Hr2DzA9lYva+KFtC2HzLQC4U/3PkV/RuUGYzYeOAk8lISUVHbSGfVWRxumK1OPPleBf64aByW3j2KHlcoirrAy6y7/WKjgXDiMkEtx8A4BWblJDGyBW8022BzuvH6F+cxaaQWCSoZ4lVRPeUnEHoNUR1Jmzdvxp/+9Cf88Ic/xO7du+m/T548GRs3bgxrW3K5nG4YkJ+fj6+//hovv/wyMjIyUF9fj5SUFPq9brcbv/rVr/DSSy/RHTq5WLFiBX75y1/S/25ubkZycnJY+0UgECJLuHHJlZ3124fGRMSjI9zyhu4inImH2eIIOik1W504V9/KeMClJv9ck4dQO1wGUmYwocSvjGr1rExcCyJgcW3Di9P49X+NYfzd4RbuWlba7n9UcbmJ/p1+ee9owe/iO87eONHuDD15r4yEf5JQ5sq4FA3LlJ+CEpZHDYoNe/wYqlHh+fk5qG2woMl6a0L88j/PYuuCXIahd6Fei0S/eK1vsaO2wYJFE4fjxJUmugxrYJyCIWQHCtv+sRosRuOVMvzhs7M4bDDxli8Hg/oOhVQMlVzKORafN7YJbqO+2Y7RSfG42SrsLwewx9uONFZptbl4j7PcYEKrzYXBoTWC73Gi8Rk21HtmR7K6ua6vWI7rxj87a82sTNicbsilYnxcdZ1lpE8hk4jx0mdn8Yt7bmf8PVgcCb0eGJ9CXUBX76tklIBS2F0e5KUkYtOBk/jNQ2PQ1H4/HxSvwKfVNxjH41+OHCOXYlxKIq6brfjJXSPx1YUGX/lmYSreKj+PitomOnuNEmzqW+xQB/HgCoee8IuNBsKNS6fbg2tmGwb7lWReM9voxi5xShk8XrAWDAkEQseI6kg6c+YMpkyZwvp7fHw8mpqaOrVtr9cLu92ORx99lO7qSXHffffh0UcfxeLFiwW3oVAooFAoOrUfBAIhskQiLiPl0RGtrdrDmXgErqRzYXO68eBrR+h/U5l62xbmoc5sY71f0KdFr+MsS6Pwn+A3WZyC2+IrcSs3mNBsc2Iobj2Ac5W9+ROjkGLFjAxf2adcgi9rjHjqvtEhdfLk24feNNHuDD11r4ykfxJf5kowcaej2aVXGy149v0TnNeW3eWhMyEL9Vo8Pz8Hg+OVqGuy4vOzNzEo7pZn36A4BZISVHhi13H89qExrO344z+RDxZXcqn4lrcfT2laKLFZoNfiRrMN+oAML4pQOsTdfftA2JzB/Z/cXi/O3Wylz2tHGqtEczZxuETjM2yo98xInYfA0mYKi8ONE5eb8KPCVCSo5ThX38pbfgn4hKdDp2/iyWlpjGuw4nKTYMdMrnvDkHgldv1oIlQyCdRyCS1uBbc7yAAARqmlv33AczNcGD0kHkPilahrtiEvWYPfPjQGSpkEJ640YcxtGrxVfp5Vjrx+ThZyh2nw9N/+g50l430WBBOZFgTU900YMSAiz0496Rfb04Qbl2qZBN/VNnJeG4V6LWLkEtS32EH6BRAIkSGqxbOkpCQYDAaMGDGC8ffy8nKMHDky5O2sXLkSM2bMQHJyMlpaWrB79258/vnnOHjwILRaLbRaLeP9MpkMQ4YMwejRwlkFBAKBIERXtWrvbClDOBOPZpuwQFWk1+Griw2Mv31ZY8Qz7X5EiRz+KFRZjAhgdOEravc4mr2tnHff/Cf4sUqJoAFyMUeJDX1cVqZYFmyS3mZ34eE3jjIMouvMNpahOHCrvGf3V7WcZT4UvWmi3RuJtH8Sl6gerwyvo2YomC0OXDJZBDMhV87MwOycJCTGyDE4Xun7TIMFB05c4/C+0eMnd41kZbkE/ts/znnjKk2H4skjGKI4X2katQ0xwBAPqPjYdewSlk1Ng83phtnqABDD+A2MrQ64vV5efyVKfMhL1mCoRiVYbrdhbhYuN1jx9aUGnKlrxoZ52RiqUYXdWCVas4n7CqHeMyNxHrhKm/m+L5gPoae9YYfZ4mTcE3aWX8C+pQXYdIDZVIPPW7VIr8Mn1dex/ZABRWk6Rtlk0FLqBgtdavncnhN4eEIK8pI1UMul2PPTyRABqLzSiDilHFsOnGR5e05MHYCK2ibGNg8bTNj44UncOWqAzy/xs7NIH5qAvGQNbE43CkbpMG/sUFxrtKHN4YLD5YbZIuzlGsrzS0/7xfYm7B43Nj2QjTX7qlhdjTc9kAO7xw1Ve4MkAoHQeaJaPPvJT36Cn/3sZ9i5cydEIhGuXbuGf//733jqqaewdu3akLdz48YNPProo6irq0NCQgJyc3Nx8OBB3HPPPV249wQCgRD5Vu2RKGUINvGIUUjpMkyVnF+gKtBrsW5uJj6qrGNto6zGCEN9K3Z/VYv1c7Kw9oMq+rMWhxu7jl3CM/eno7TVAZVMAo/Xi6R4Ja40WHDH8ETeyXLVNTOWTdNj0kgt2mxuvFWcj68vNmD8CGaHMP+umJy/QYD/R6gm7f4G0VKxCE+2l/csKRwJqUSERLUMLrcXarkEa2ZlYka7GTVXh75E8vDfpXSVf5I/kcwupSaVdpcb5iD7bnW4keZXDtpkcWLboRrezq/P3p+Ov5+8wcqK8f83FecKqRiZQxMgFYnw1L2jsXKGGG0ONzweL4ZplLjv5TJsax8PAP7SM6r87YNlBTC2OACRz0cMANweD34+/Xb860w9/vLvS9jz+GR6zImRS/FtbSM2HTgJANi3tAAbDlTz+k9tW5iH72qbcEeKhmGG7u//8+GJa/jDP2roz63bX4XfPjSGFkRDHY+jNZu4LxHsnmm2OCAVi1iiKjXGTh6phdnqYGQZBuIf80fOmRjXjEYlw6hBsYwyOF4fwjQdNs3LppvSfFPbiJPXzMhLSaS353C7sWJmBkrMNnrs18XK8dJnZxn3pwK9FqtnZ2D+q74s7rIaI7xeL51lGqwENHmACo9MHI5YhQS7HrsTGw5Us7LInr4vHRsPsLvjBnp7Ml/zNd559XMDFk0czmqWQQmBT/31P7A43ILPI6E+v/SlDM+uRgoxXv/iHNbNzYLL7UWL1Yk4lQxSiQivf2HAT6aMglTmy1AjEAidJ6rFs2eeeQZmsxlTp06FzWbDlClToFAo8NRTT2HZsmUhb2fHjh1hfa+QzxmBQCCES6TKQINN8jfNy0aDxRE0G01oAliUpsM3lxppH6dl0/S4IyWRd1L695PXcX/WEExLH4RWmxtxSiluNNvwbLvf2T9O1WNJYSpjMkH5Nz38xlFYHG68+9hEiEUifFh5DRNHDMDGuVlYvb+KNVl+rHAkvPBiRzn3w/uT7Sv0RWk6rJyRgbwUDW/JmDJgIsI3OeIyiT5sMOGJu/W41GChzZcp1HIJ1szORP7wRJja7NhRnI+vLjYgZ1gCa78769/SH82Uw6Er/ZMoQs2UETpXZosDjRYn1uyrRJnBhFcfGYdBccHLdp58r4K+ftoc/F5c/uLYzpLxkIhE+LLGyMoAtTjceG7PCfxP6QS88PEp1sR7cUEqHB4P1szOxMA4BV2OJpSZmpeiwdcXGpA1LAEvf3YWGUMTWPHy55LxWN1+7NTf1szOxPs/nYybrXa0Olx4cpoePyocCYvTTY8fy9+rQF6KBhWXfV0BP3iiAOs+ZAsGiwtSsfmjU4zfIi8lsUPZK12VTUxgwnfPpMSXby/5MqyojDF/M/1Qxlj/mOcawz9ZXsTy8YyRS7BpXjbaHC5YHG4kqGQYFKdAgloOs8WBKWk6Oqb890Mtl2DP45Pw58MX6MwgSuh7ZOJw3/G2d7ysa7IxBLVygwk/vVuP7YcMQTPA4RXhZF0zpGIR3TXXn8MGE8SiM3j6vtH4rzuSWWWXVIknFy6PF5lDEzg9147XNmFmjg3/UzoB9S12KGUSfHH2JmZmD2GVxYe6SEEyPENHDODxu0a1N65hZhNueiAbIq/vTTancOYigUAIjagWzwBgy5YtWLVqFU6ePAmPx4PMzEwoFArU1tYyTP4JBAKhrxNskm+42Up3dRQSZoQmgEun6lH69q1ufru/qsXuH0/C8x+fZGxDJZcgZ5gGDW12bA4oASnUa/HuY3eivr20q/ycCf+53MTpyVGk10Ei9mXSvP7FeRTqdTC1OWixzeH2YGCsAhq1DG12N3776WnWw3u5wQSRSIT3fzoZEPmycH78l2+wbm4WAO5yzmYre+XaP+PB1GZHi81FT9IDM9ikEhHuSEnECw/mYNOBk3R22c6S8fjjoRqGifwL87Px53L2pKMz/i391Uw5HLrLPylYpozQuRIB+PzsTUa5pUIqhlwqDuo55n/9tPldn1xZjnKJGBvmZiF1gJqxr/EqGX73/bFotbl8/1bKsPYDZvkPcCuGnp+fg49PXMOmAyd94gX4uxMW6XVYPTsD1812yMQirJ+ThY0HmOPIhrlZ2H6ohiGcUeKDfwwV6XV4YuooLN11nI5Ff2Hb4nCjxe7E7NyhKC1IRYxCijY7d/xSIkGw88oneEY6m7g/E84CQKD44r+gMzBOgd8cZN8b+MZYvpinrj9/MRfwLSo90X5vpK4lKoYT1Mx7qv9+AcCgeAXKDDexcmYGXvjkNMr8Ol5S1/APd36FvBQN5z6JAHz68yLYnW7817jbsHZ/FWuBp7hgBH7wxr+Rl6LBczPS6a65gVDdPJe+e5z+bCiloTEKCafnmlAH0DtHMv3PwlmkIBmeoSMWi1BuMKKkIBULJw5niKJr9lVjy/xseL1eNNuEfV0JBEJoRL14BgBqtRr5+bdanv/nP//BuHHj4HZzl+MQCARCXyTYJN//wTeYMMM1AZSKRXSZIcXDE1JgarVh+fdux+8+Pc14eC7Sa7F0qh7fBviklBtM2HSgGs/enw61XAKZRISNc7Owdn81ygxGxufXzMnEJ1V1eP2L87A43NCo5HC6PYzv0cXKsbNkPKRiEafxMuCbFFxtsmLJO9+0l5Nm0b4v/hlvA+MUePiNo/hwWSHndhLUcrQ53HA1e2khkosWmwvff/0opqTp8PHyIjRbHYhTyrB2fxVrHwfFK3n3uyP+Lf3ZTDkcEtRyvLggl2Wif6PZhqm3D4xolgNfpozQuXp2zwk8fd9oZA9LYAhFFZebkJ+SKOinR3mOUdePpr0cki8Dp0ivwxPT9PDw7OvgeN++XjPbWMIZxWGDCVcbrfS17C8SSEQirJ2diVa7C063F26PF/8+b8L8V4/Q2aAvLshldDKOUUjhcHnw9N9O0N/B11GwzGAERMDuH9+JK41WRvYZNV7FK+WYmT2kXfx2CMav3eXhPK9mi++zXgDrA2KZKtFLVMsilk3s/739LYs03AWAQPHFP2NsR3F+WGMsX8zzXn81Rnj8Siip7fqPt0M1Kmyal40LxjYkqH1lc41tThhbHGi2ufHDnV/h/Z9ORovNhevNvvj1z6Dk88fUxsoxesitzjLbFuahrtmGq+1dsP3j4LDBhPpmO+exUfg/J/jbEPCVhk5J0yFOIcVlF7uztVAH0LX7qrF1QQ6GJaoBcD+/+Av9pjYH4Fdq+8KDObhk8nUbpgShM3XN2Dgvu8/HRji4vF4cqKxj3SdoUdTphlIiRkwEO6ESCP2ZXiGeEQgEAsFX2rFsmp6RUeJfdhH44BtKyZn/axW1jawMq/yURKjkUvzm4OmwfFLKDSaskoixfVEedpRfwF/+fQkvLsjFMzNGo83uK3mRikW4brbB6faZLVMrys1WJwr1WpQbTNDFyvHuY3di04FqLGovceGDmhRQD5EPT0hh7derj4xD/vBEeuU6cNIaq5Bi7f4qpCfFh9TF88saI9bsr8KmeVlosro4J3DBjJ7D9W8hZsqh4wXw8Yk6hmg7JU2Hu24fSP87WBmzVCIKaoLNh9C5orJAAq+PneUXcN9PBuMHrx9llUpTE+VtC/Ogi/WJgw63B612F9770URYHG7s5BGfPPBidu5QVjkVcEvI+FGRcDMml9dLdwC0ONzYWX6Bnvw2WpyQS8QQizyIVcpwb+ZgFOp1kEnEKKu5SfuMjRrk66x5rr4VLQHZEEIdBctqjPjpXaPorBl/qLGDHtPqWwWPQ6OSsbJXqN9gTLIGFbWNnALKqn2VmJ07FHfdPhAxcklEBK/+mEXakQUAocWjcMdYvpgXuv6ojMXAzM66diEsQS1Ho8UOl9eLbYdqkNlurG93eTB5lBbzxgxFm92JNrsbSQlKWBxuTEwdgOnpg3Gyzozn9pxgZYzeMFtx4ooZQ+KV9O+RoJajoc1BH/e4lESgkNllU4jA5wTquIr0OtxoZnbHpsqR1XIJLdCH+nuVGYy4ZLIgViFFglrOEiz5hP57MgZhzexMrNpXxbg+itJ0eGF+DpL6aEx0BLPFgbX7qjjFS8D3bNZidUEeK0cM8TwjECICEc8IBAKhlyCXiFER0JKcWmHcdewSZ9v7cISZAWo5dhTn0w/ulVebkKRRwdhq513VF/JJabY6sbP8Aipqm/DKwjy8e+wSPaFoaHO0Z3DIcK6+BTtLxmPEADUS1HLcbLNj/dwsrP+gGosLUrGx3Sx8Mc/3UCQPUGPZND12tpdIcu2XRiWjvYm4Jq1UN8Hn9pzA1gW59DFScHmgldUYce5mG+9+BTN6Dte/hZgphwY9QTcIT9CF/O6KJ4/AjJfLkD88sUNiRijZooHXh8Xhxj9P1eOOFO6JaYFei9PXm/HuY3fSsUHx7mMTBb3PSgtSUd9ih6nNAZfHC4/Xiza7Cw6XB3cMT0SsQvixUCIS0RkNABiTX7Vcgp/cNRIzs5Ow8cNqVtbWmtmZMNxshUYthy5GjhabA2oFc0IXTASRS8Uso3guvzEhQbRQr8VwrZrXj6lk8oigAsqze05gZk4SI2OwI4JXf80i7cgCgFCGaLhjLF/MB8Ph9tDXPCUcK6RiXG204rZEFeKVcrxyiNtYv0ivw/q5Wfj3hXq8/sV53JGSiFWzMvDga0fwx0XjsG1hHrb/y8D8TJoOiwtG4JrZCmObA7oYX2Z0YIazf6ZRxeUm2o8wEP+Fn0AWF45A5VUzdhT7Kn1uS1QxRLsUrRpFeh1jPA0Wr01WJ30uA2OSL2ttdFI8Vuyt5BSvV+6t7LMx0RGMrY6gz2ZqhQReLyCWiLp57wiEvgkRzwgEAqEXYLY4OB8oDxtMEAF45v50PPzGUdbn+EqTAjMmLA43Vu+rYjwYPz8/G5sPVGNhiBlfrO9WyVBuMGHZND12HbvE26nrqfvSsf1QDX730BgAgAQiXGq0YNnUNCSoZchLSURFbZOgYXKBXotPq6+joraRnkQE7ldRmo7uosY3aaXKcx6ekMIoS1PLpbA4+D3QuEQQCqH9LtRrEasM71ZMzJRDI5wJOlXGXN9iR22DBQCzHKqjYkawc0VlkwVeH298eR6vLMyDF2CUUVLirUQElnAGAGYOLz9/7C4PrjVZ4fR4WRPXIr0O92UO5r1Wp6UPhM3phkomwZ/++w7EKKQ4c70ZFbVNdBZJfbMN6z+8tV/+WTqXGyzQqOXYW3EVZ+qasXJmBtrsbsb3BRNBmm0ujEnW4Kd3jYJCJoZGJef0GxPqjvjC/FulZBT+10owQcDu8tAimz8duUb6axZpRxYAhATR+ha7oEeWVCxCRW1jUO86T3tmZWAGGJXhPTBWgT98dpZeEAq8n+16bCKvsX6ZwYi1H1RhVk4SfY+62mSFxeHGf6404RsOk3/qfvTUvaMx4+VyvPBgTnsmLX+m0e6vavHXxydhzT6md2GhXou1c7Kw6E32c8LgeAWMLQ6kDYrDMI0KSQlKxnV3rcmK9R9Uo7hgBDzwhhyvyvZO2ufqW9Fqd2LjvGzas40va00om60vx0RHCBZHIhGgkklgc7rhcBPxjECIBFEpnp04cULw9TNnznTTnhAIBEJ0IDTJKjeYUNrqYAk6XMa6fCVCPu+yRsZ7B7d7dZUEyfhSyiSsctIbZitk7SudeckaAOCcUJQbTBDhDMakaHCz1S64qh5qNtis9s5fLrcXO0vGM7xSBscrOX/PwAlTygDf5JoqhdlRnC/oocQnglDb2FGcDzHAOq6SglS02V1heR4RM+XQCHeCnqCWw9jK9sryvzbO1rdiQIw85BI9oXNFZYFwGe5bHG7sPlbb3t3PVyLpdHvw7/MmLH+vAv/3kzs5Ba5gk1mFVIzkAWqs3c8u9SkzGPGbv5/B0/elQ4wzDCF9WvpAPHt/BkuwK9BrsX1RHsQQQSYVY6QuFksKRyIvJRG7v6rF1gW5HBk4WiwuTMWWj0/hx1NSsWyqnj72YAL58fbM2+2HDJiSphMUqsIx9ve/VkL5DQFukS3cyX1/zSLtyAKAUKObabcPRJFehxV7K1mZxEun6hlenv4ZgoHWBWaLAztLxmPboRpW1ti+pQXwwIu8lERMSB3AeT9rsjpDKv3cediXtUaRMyyB1+T/sMGE1bN891jfPZn7OYDa9tAEJbYcOImx7b6J/iXfWz85xbIzKNRroZRJ8U3tDewsv4Bdj01kZ2X+zZfBe+SciVFKPjRBycoEvfWbaaGLlTOyUKlOuqtmZcBs5TawDyZeB1sg6E8Ei6OhGhXE8N1PPF5v9+wUgdDHiUrxbOzYsRCJRPByBDr1d5GIKOgEAqH/EGySFThecpUyCZUIuQPMkH1G/75JotCEtihNh6R4BauctChNhztHavF2yXgoZBLcnzXEt63aJpbIV2YwoqRgBBwuDzZ8cIJ3VT0wG8zu8iB5gAqfVt9glZH5d/4qStNh47wsWJwu1BrbYHd74HB78Ooj4+jy1JxhCdhRfoGzJPa5Pb4FnXcfmwizn3kxJawFiiCBItkdKYmwOT24Y8QAlHD4V/2ldALWfVAdsueR0CQy8Jz3ZzoyQQ+MMz5fnlBL9LjOlVouwepZGci5LQFXGq3YvmgcTlxpwoTUAVg1MwNisQhutxemNgcumiz4trYR5+pbsPRuPaaOHoi70gbCauf2NhKMVb2W9lriawpw6PRN/PDOEXjqvtH42fQ0uDy+TBy1XIr1H3B764ghwsycIVgR0G3vreLxeOWfZzlEOhMAEe4YkYg4pRxSsQizc3xdMl0eL+bmDsWmAwFln3ot1szJwidVdbTnWihCVajG/v7XSjABjyp74xPZwhG8+msWabCyWqWM+7flE0TbHG6s/7AaY5I1tI/gUI0Kp641MzpkAsEzBP94yMApLG84UN2eBd2IdbOz8PoX5zkXXSg/Mj7sLg8tdFEllsEEo4umNpy+1ozZOUkMawX/+xDFuJRErNxbhc9O3+Tc1iN+meRUR1yXx4N7MwdjZvYQxASUbl9vttGCnX+TBsA3lh14shDrAptr6HV4+v7ReOmzs4y/WxxurHi/ElPay7i5CCZeq4nxPY0uVs4rXhbqtfB6AafHwzqnBAKh40RlNF24cKGnd4FAIBCiimCTrJQBavzzl3cJZlgIZa/5Vrcz8b30QWixupAYI0Or3bcyzJUZA/gekFfOzMDvPj3NWW6yZn8VxqYk0g/bjA5QHGWPXi+Crqr7P7wX6LXI89v+sml63k5pq/dV4bHCVNyWqGb5MT0/Pxt/LufuGAYAO0vG49cHT7PK5yivuZ9973Y0tjmQ+VA8ZGIxNj2QjVa7Gw0WB1xuL1IGqDB3+2FeM2elTBK251E4WTX9lY5k6AXGGZ8vTzgleoHnKlYhxfoPqxkC77T0gXjmvnSIRMCVRitEIhE9MaY68b38WQ2mZQzCyr1V+PDJAs7vuiXgihixVNjegfbhN45i47xswf21utwYKpPg135xvaM4n1dwo8Rvf3yimi+j9BDHJL7MYMSKmRlosjhhc7oxKF6BGLkEUokYbq8H6+dmwen24mrTrY6CD/zxMO5I0WDfEwV0h95IZWb5Xyu7v6rFzpLxaLW5GJ3+Tl4zY9HE4Vj+XoWgd1Q4gld/zSJNUMvx/PwcPPf+Cda4WlKQivUfVOO3D43hjC2ubDFqUeizU/X033cU52PF3krW5wH+DEGfh5TwPWj7IQM2HajGj6eMRPawBJaw/u5jEwWP/bZEFXaWjEeiWobdX9Xi/348iWXUH0jKADUeKxqJRouDXqihFm52/ehONLU5YHG6MTRBBZvLTQvMXMQqpNj94ztZHXGpDO7dX9Vi47xsDNWoYLY4cKWR3WWTwuJwo6a+FWNSEukM9WGJKvzz1A1Y7C7O2Ad8v79cIua89isuN9ENgwIp0GshEZPkCYoEtRyb5mVj9b5Kzjj6zaensWZWJjxeD9SkYQCBEBGiUjwbPlzYX4dAIBD6G8EmWYPiFEEn8cGy1y4Y2/DusUtYXJCKlz47i59Nv53OwAjM+NKoZBgUr0SLzcG7wl0eYPLv78sSWNaSoJL5WtULEKOQ0tliN8w2DElQ4oldtzrvBSuXefredIYfEwVVnsr3uVabi/UgT2XcrJ2biRc+PsWYJBTptSguSKV93lrtLuSlaHgzWRxu7qyDcLulEph0JEMvMM4i5b9DnasbzTY89f++Y1xParkEiyYOx6aPTrJKIm+Z819AXkrirbLjFjunKbjF4cZ7xy6hpGAESgpGMLIcn//YV7IVLLNjYKyCVZ4Zig9YIFyimj/NNicWtvsvURP3XcfO457MIZg8Sov1H1Rydvjd8GE17RsVz9EBMFQCS6VfeDAHL3x8Cg+Muw0vHjzNWij41X2j8dg7XyN/eCKWTtWj9O2vWdsMV/Dqz1mkDreHs7SQWlwJNbb4FoU60uU4lAYfgO86/Nn02/GHz9iZlf8+bxIUf/5+8ga2HzKgSO8rO/7PlSaMH57IMuOnKNRr8UnVdc5FKJ/n6WnGIlWRXse7SAX4xN1th85i1KA45CVr8NuHxtAC8a72pj7UwoCxVfieDABSsYiVdb55XjZMbXbBz5mtDs5r/3RdM9bMzuIsEV9ckErEswCsTpdgHP3qXjdi5BJYXNxlsgQCITyiUjwjEAgEApNITLJCMS+nHlbzUhLx0mdn8fR96QB8E0n64by9I+Xc7eV484f5gtsMnMBwdcEs1GsRp5QGfVBvs7uw9N3j9D5QXkl83xWIzeXmFLBC6RjGRZnBiPpmO2t1nZrwP3N/BqqumZGiVdEiItdkwGzhn7D1Vc+j7iLcDL3AOOvIBJyPa01WXDS2sQQhvuy2QLGZKmv8xT1puG2AGk9M1cODgGzQNB0euXM4lu3injg/MnF40LJEuVTMmviH6gMWiNDv519+5T/u5A9PhMvt5RS01XIJ8lISkXNbAuqb7XB5vDBbQvcYM1scMLU54AWwPqDUbEqaDs/Pz8GK909wlu1BBOx5fDI0ahksDjfyhydGRPDqr1mkZquTV5gGQo8tPsGrI12OQ7lHUrg9Xs4YorI/RSIRQ9QL9OakhLJn7k/H0QsNeOr+0fAcZG6zsD2DyL+7c+C4ELhIVWYwwgsv5yJVgV6L/1xuwk/v1uPFg6dZNgWLC1IhFfnEMEpYDlYKHpiBWVZjhMvjRYJK+PqNUcg4r/1YpRQvfnIKpQWpeG5GOlptbsQppbjRbMPe41ewZX6O4Hb7Gy02t2AcWexuSMUitNi4MxEJBEJ4EPGMQCAQegmdnWSFYl4O+B7OlxSOxPZDBvzwzhGYkDoAz96fDsD3IJagluHT6usAgHiV8G2EawLjP6Eu0uvw1H2jUfr213h4Qgrv6ntgmRQ1KVkzK5MuzemoV0pHhQGA37y4zGBCSYsNB05cw+SRWuw7fgV5KYl05h61Orz7q1qkJ8Xzbr+veh51J+Fm6PnHmd0lPOEI9fxQpWULJ6SwXhPKbquobcKz96cjL1mDGLkUGrUMCSopXvj4FI6eb2BkgyqkYtQ321F51cxbsmV3efjLsNsFaa/Xy/JVqrxqDskHLBANT2ZYgV7L+hslrLfZXeCytu6s/xzVLGVMsgYVtY2cpbi1DRbeLFRaFFDLkaBGRAWv/phFGim/N77tBPPq5MoQDPUeCYDOeuTqznniShOevu92PHP/aFjsbrTauTs1lxmMKGmxYd93V7F+ThbGjxjA6ecZGM+Bi1CBInW5wYSf3q3nFMeWv1eBN3+YzyvWP3XvaAA+8TJeKeMdLwrafQgXvXmU1TDI4/ViUJwipJJkrmv/59NvZ3UXL9Rr8fz8nH4XJ8EI9gwWp5Ki2eoK+j4CgRAaJJIIBAKhF9GZSRZf9lrgijgASNs7ZdrdHmQNTWCVMVGlIx4Pwp5Up+pi8Ooj46CWSeD2+ozRN87LhkomwUPjbsOGA9WMbC6u/QN8k9mffS+NnugPjhPo/JWmQ4yc+5YXbJLFJwwAwsIaZQy9en8Vtj6YgxXvV7Im/c/Pz8GGD6s5P9+XPY+iHSrOzBZHRDypqNKykskjWK/xZWdRYtFvDp5mmXEXF4zA0fMNnKLbjmL+bFCFVAyLw80ow45R+ES5k9fMUMklrO8r0GvxWOFI5N6WACDQ91CLpVPTsOQddgljUZoOiWoZpqUPRObQBHpyrVHLkKiS419nb3D+FnyiSTD/ud88NAatNhfMVgfUCinEIhFkYhHUCimarU7UNliwuCAVulg5dpZze+vyZZlS+GdD9UfBK5JEyu+NaztquQRSsQgrZ2TgerON5SG4aV42r59aKPfIAr0WCqmYV9At0GsxMzsJi946it9/f6xgp2bqPrHxw5MYk6Kh3/vqI+MEM4r8xw2u+5DbTwQPLOXjW/Q5bDDhuRm+e3+cUgalTIxxKRqWbYNCKsaNZhv+cfI6d0fd9izMFxfk4tkws+XNFgdW7WM3Jyk3mLBqXxU2P5ANjUpGYq8dtUwi/Nwjk8Dr9QZdJCQQCKFBxDMCgUDoR1BZNdfMNlwwtrEeqikS1b4JbFKCkiWcAbcm0CtmpHOWJHKVmwC+h7lYuQTvH7+ChyeksCbDRXotVszMwA/vHAGL043bElX4+0nu1XcAqG+x06Wcv7gnDUvvHgWP18sS+pbercflBgtnZtvO8gvYUZzP6pJZlKbDCwLiVqjCWlmNEa12F2+myro5WbC5PKxum33d86g3EClPKqq0jEuo5ZvU8IlFZQYjPDxlWUL4i9lU440CvRZPTkvDlgOnMCZFgz3Hr/LG+oTUAZiVk4RfTL8d9S12KKRiVF41w+Z0447hiRwlaiNganXgqXtH44WPTzEn13odFheOYBmba1QySMUi2N0e1oQwmP/cufpWLHrrGGMf1s7Owqb3T7A8Cfk8oTpS6kfoGJGKrcDt+AtaL31WQ7+vSK/FvqUF+M+VJvr+xgV1j7zaZEWzzUUb61PXCyWk1TfbsGZ2Jm/J9aYD1Xh4QgqcPJ6WFPR9wmDE43ePoq/xUDOi+RapnC4Pp2inlktwW6KKt2tno8WJKWk6xCqlWLW3EiUFqfCCKY5NTx+IX92XDovDhSaLE0sKRyIvJZHeRplfQ5VwMzSFGhuV1RhhqG/FO0cuCmabBvoZ6mL6sNDt8WLTvCys3lfFKLcv1GuxaV42vB4v1HIprDzZyAQCITyIeEYgEAj9jAS1HDda7Hj32CXejDGX24tCvRaO9lVxLg4bTLA5Pdjz7WWWP4lCJsYf/n6GMTkt0GtRPHkE5r92BP+7ZCK2BBikA+3i1cenMTNnCFbsrcKO4nxBgYBa/S8tTMW09EH4wetHWSvkFZebsOSdr/HqonFYPTsDGw8wv/eOlETEKqS4c5QWT9+fjiuNViQPUCFe4ZvILykaCYuT6ZcWTFgLnNA0WpwQi0QYFKfAqEGx9N+vNVmx/sNqjEnWoGTyCLoZw3CtGmq5BOfqW/vHBKCb6MikKhKeVFRpGVcJFF93uWANMAK9AykGxStYAl2RXodl0/Q4esFET5oT1TIkquWQSG6Z+wt939K79bA63fjhzq8YcT0tfSBKJo/A43eNglwihlwqRoxCgisNVmjUcrzw8SkO43+fAPjjKSPh8niRl6wBACTGyLH3u6v436OXsHVBLuC95X0WrjchJWCMTUlkiGdlBhM84G5cUnG5ibd0nBIUSExGjkj5vflvx+P1YiNHY5gygwkbD1QHzXqixgeVXILSt7+mSzJ/+9AYxmLT9kXjkJeiwYr3uTt6lhlMKClIRcXlJlb2pX8HV//7hKc9W8zp9mKkLiaojQHvIpVey9nBUy2XYGcxf/fo5e9VQCYW4cUFuWizu/DZqXocOWdi3FPVMgkSY+R4/qOTrAxVf1H6yxoj6lvsEItEYcVLKE0bhLodU+XZgYtRoZR290ZcADYfOMnZNGDjgWqsnpUJh8NNd08nEAidI6rFsxs3buCpp57CP//5T9TX18PrZbpguN1ERScQCH2brlpBlYpFgib2dqcbK2dmoMUm/MDV0ObAr+4djXUfVLMyz7bMz8Ev7x2NSyYLANCTDgBwejz83kIGI342PQ07S8ZjcLyCtyShQK9F5VUznWWQmRRPZ9RwYXG6UW+249n709Fic8FsddIPmX/47CwWTRyOhlYH3j12CaUFqZAkiGC4aYNULEZpQSqWFI6Ezen2eUu12BGnlGLDvGzYXcHLYGMUUuz/zzWcqWvGhnnZGKpR0T5YZTVGfHaqnn6vWi7BzpLx+OMhA2Pi1JcnAN1BZyZVnS3R8y8tCyyBSlTLMDd3KDYeqObs0McHl5hUqNfC2GJHXkoilt6th0Qsgs3pxsBYBcRi4JsLDfjDP/yycdJ02DA3C2q5hLE9Lh8nXawc2/5ZwxLEF00cjifbJ8y7HpuIL2pu0p5iO4rzBTvZPjcjHVs/YRuXU5lE/33ncDzXXno3KF4h+HtwZeoEmqn7f/eSwpGsv5+8Zsav7hsND7wssXzDvCycutYMD0Bn6uQPTyQx2UkiVf5KbedcfSvvNVfevuDDReD4sGyaHuNSuAVs372nCXFKneA+xSikGJuswYJxw7B6XxVjW4V6LdbMzsIjbx2l/6ZRy/CD133/3r+sAEunjuK8FtfOzoTb68V/jbsNmz86yRKzfzH9dohFIuwozmeUrK6elYE//quGp3s08LfHJ8HqdMPidMPt8dKZof77vWyantMzkKubdm2DhZH9Fsp4G2rTBv9ux9RzktnqgN3lwZhkDb691Ej/LkJiW2/H6nTj0OmbrMZFFL+61w2rww2VXBJWcxUCgcBNVItnJSUlqK2txZo1a5CUlASRiLQnJhAI/YeuXEHVxvgyQjhN7I/VYtGdKTh2sQH3ZAwR3E7KADU2fMBe5S83mLBmXxU2zctmlY78fHoa6puF29jbnG4MiVeize7EhrlZWPdBNeN3KNLrsHSqHl9dNNFlM3yZOBQKqRgOj4ezDBUAHC4Plk3TY9O8bNxotuGiyQKlTIKvLzXg5DUzFk0cjqf++h/6gXzCiAEYNSgW2xbmob7FjtoGpkhIva9Ar8Wn1ddRUduIxQWpWLe/Cr99aAxveUppYSq2Harh9XbqixOArsZfqPSnu37TwNIyanJJCa3vHj2LFxfkwub0oMXmRIxCirYgZTYJAWb8Re0G3s1WJ+7PGoIbzTY8u+cEHp6QgqEJSnxUWcfOxqkxYt0H1SgtTIVS5muowefjVJSmw5b5OVg+PQ2Geu6S7yark5ExFyxbrL7ZzjsJf3hCCl76rAZvfHkenywvoveBT0jnK6Hm24cYuYRRNkoJgY+942te4j8uDoxTYNYr5Yz3Ulk2JCaji2CZS1xdPLnGB/8s0cAsrcUFqai6aoYzyPXdZnfhu8tNeJujtLO8PRPu4Qkp2H7IgCK9Dl4v8JclE9FkceDFj0/hCE9TkIraRjyzp5IWuUsLUiGTiiEVA2KRGC8GZJYV6XXYt7QArXYnVu6t4tzXMoMJJWYbfb8uStPR1zgAWkwfGKfoUEYsENp4G6uUhhznbXYn53NSYBYc9d2U2NaXsNiF7xMWuxuxSikUUnGfPH4CobuJavGsvLwcZWVlGDt2bE/vCoFAIHQrkZzs82WvbZiXjef2nODsyLVsl++hc+roQYINAWQSMe8q/5c1RlidbrxdMh4JahmkEjGaLA7oYhVoC1JCIBGLMPOVMgC+yfzqWRl47v50tNhd7Z28lLjcYEH+8AF0Jo2Q8T/10D0uJZG3DLXcYMLq2ZnY/NFJzoYFu45dYqyqU5MwKuNBJhFj1b5Kzkw+/4f4vJRE+nxQx+ef5ZMyQO07ntomlidTX50AdDVCPjrd9Zv6l5aZrU6o5RJIxCJIxCJs4egid7XRIjiJtDnddAnmCF0MvqttxAN/PMwQeLYuyIVUJII7wAcQYF53sQopNGo5ivRajElJ5PZaqzFi5fsnsOWBHIaI7L+t5AEqtNrc2FkyHsdrG2lBLlyoSTi13TaHC063B5vmZWPt/ipGpifVQCGwdI2CzzvK7fHSmTZquRQfVdbRcRooDuwozmccb2CWjanNAQD9x2cpiulIF09qfAgciyUiX4b2ipnpuGSyMgTjt36YjyPnTYLNZiqvmjFppDao2FSo1+Kp+0ajodUBi9ONRLUMy6ffju/e/lqwKQh1rfr7F/7x0GlWZlmZwYhNB6rx1H3pgr+Nv9BcVmOE1+vF9kV5GBinQH2zHSKRiJGRJrQNPkFbaLy91mTF2v1VKJ48gtO7NDCjO0El53xO4sqCA7iF095OXAjdNkUAnG4P8T0jECJAVItnycnJrFJNAoFA6A9EarIfLHtt28I81JltOM/TPKDObBMs7zS2CmeQXTNb4fECv/37Gcbnn5+fzevnUqjXIkYhpR/QLQ43Vu6tQoFei1k5SbhmtuHezMF4Ytdx/Om/76A/x+Un5b+vy9+rQOZD8YL729DqwNHzDVg2Tc8oWbtutmJMsgbZQxPo98YomLfQRLUMs3OH4rkZ6bjcYOX8PanJUovNiXilTLBbG5+peV+cAHQ1HclGCZdQSqxDLVG71mTFkXMm3gYYiwtS6VJJwDeZDswooUqxVs7MxAVTG+M1rutOLZdgR3E+vF7wTvbLDSZcbbLi3ccmotHixPHaRuz+qpaz416BXot7Mwfziwt64YYbDreHcx/XzM7EqlkZaLO7YXO6YXW68e6xS5yT+UKeCXyBXosj502YN2YoMocm4JKxDRW1jZzb4BMB/AU+L4Bl71X0G5+laKYjXTybbU7BsXjd7CyGYDwlTQeFVCx4z1kzOxMOlxsNbcJjS6xCimfuT8dLn51lLNoU6rV4q3g8Fr15lHVdcmVTUmXQ/HYIJqyaJRYUvgKF5vJ2r8M52w7TfyvS63jvTQAwKE6B6RmD8OQ07i68QPDsv0CftQSVDDanmzHmTUnTweH28D4ncWXB9cWGHyIveJ+livQ6iADIJWLYXO4+efwEQncT1eLZSy+9hOeeew6vv/46RowY0dO7QyAQCF0C16Q7EpP9cLLXnv/4FOdkI04hxWP/8w2nCf/y9yrwfz+5U3AfNCoZTl9vQWlBKh6ZOJw2Sn7t83P48+LxWP9BNaskpqQgFS99dpa1akw9DA+OV8LaLqr5dzKzONy0n9SSwpFQyyXweLw44tcpLbDULRCuCTu1X+tmZ9EiRJFeC3nARCNBLcddtw/EqbpmugMoF3aXhzbGFurWBnCbmpMH4PDpSDZKOHCJ1EVpOmyal41EtSwkg3Iq9gHg2T0nUDJ5BJa844s9IUFWiDKDCS6vlzUp5urkaXG4seSdb/DmD/MFt9lkdcLq9L23QK/FzpLxvB15X/rsLJ6+Lx0A8/WiNB3WzM7EA388DD5StTGspiIWhxsr3q/ElPbf9q7ffk6LHvaA5iYFei02PZCNTQdOMrbrL6ZPTx8EwOc19eS0NHq/6f3Ua1HMYchOYXd5UFqYivX7q1iiBSmz7hn4ungWpemwbm4WnSXof07ilTLe7raHDSZs+ugkPllehEaLgx67ja0Oxj0n8P7ocLkBiBAf5J4jEYs446fcYIIIZzjvAckDVHj1kXGsTpmtNuEx4WqTFatnZXCWbvKJxIGNOMoMRnh5uv0W6LWoudGKZdPS8KcvDPj1f+Wi8qoZY4Zp6OzzxjYHp/+W/4JhsOxPqiPrdY6mCP74i4x8wmlvxysClhT5REJ/Aa1Ir8OSolRQKSgKqQTamL53/ARCdxPV4tkPfvADWCwWjBo1Cmq1GjIZ8wbU0NDQQ3tGIBAIkYEvM2zVrAzBz4Uy2Q81e41vsjElTYfhWjXuGJ7Ia5pc32znXfWclj4QGrWc5bVU0L6ibmq1Y2xKIkoLR0IqESFRLYPL7UWz1YXMoQnIT0lkbZN6GE5K8B1/YKmm/0P399IHYv3cbMyJleOutIFQKySIU/D7qRSl6eDxevknUAeq8eyMdDw/PxtjbtOgvsUOl8fLyDAaqlEFLUnVqG51lBsn0K2Na+W8r04AupqOZKOECp9IXVZjxKp9lZidOxR33T6QlYHEF/sb52Xj20uNWDghhXE9c5l0Az6BRyiDy+pwo77ZhiK9lhZ4+Dp5Why+bC4hFFIxHYeHDSa02Fy8pdCHTt/ED+8cgbyURDxxtx4KmRgalRxurxefVNUhL0XDm5UmkYjwbS33cX1ZY0Srw0WXhz7X7u22xG8skYrEsDl9Y8kjE4ezhH+L41YmRoJajuED1JidO5QhgiQlKPFff/q3YKbOZIGyPFJm3TP4l0g3WR2wOz04ct6EOdt8vnWBWYG6WLngeSyrMcLl8WJswD2JupcEfq5Ir8P30geh0eKAWi7hv+e0L8LwxQ/VBdefQr0Wn1bfYPgmUplgscrgZdI5tyWwskG5SiIp+Bpx/PRuPaflw/L3KpCXokFeSiL+XH4Rc8YkweX1srLPA89BsAXDBJUM+5ZOZnRkDbaAQO07Jbb1xThUyyRQycSYkTMEJQUj6LHrRrMNKpkYapkELXYXYuWSPnn8BEJ3E9Xi2UsvvRSR7bz22mt47bXXcPHiRQBAVlYW1q5dixkzZgAA1q9fj927d+Py5cuQy+W44447sGXLFkycODEi308gEAhcCGWGzaht6vRkn89Ti1qtbrM76cyXVrsTmx7IhsPlQZvdxXhA3TI/B6ver2QIZNSD8vvHr2DzA9lYvb+KlXWzZlYm1u6v4hWifnXvaOwsv4CxCzV4/YvzrIf5OblJrBIThVQMlUwChdTXQGZn+QXs+tGdEOE0K4Nt4cThWP9BFTKGJmBn+QWUFqbi3szBWDMrE5sOnGQdzxN36yGXingnMt/WNiFGLsXHlXWMlfvAScCgOAXvuSvUazFcq6YfYoM9/AeunPfVCUBXIyQQd/Y3FRKpKQE0MANJKPbX7K9CaWEq1DIJXT7scHtwf9YQnLjShM0fnaKvmyK9rwvk7G3lvPvn8ngwJEGFtXOysP5DX3MPISP/istNgmVAA2LkUEjF+GBZAerMNkjEws2c1Aop5o8dCoVEDLvbC7PVAbVcimmjB2JO7lBWM5ACvRbFBSPw4senBMvDLpksWPrucdrbbfl7FdjuuDWZ31Gcj4rLTaiobeQURQLH0SSNCjOzh8DY6kCLzYk4pQyxSinyhydyxnKBXov6FjtuHxQrePykzLpnoGJt/YfVQbOvE9RyViZxIIHnMUEtx6Z52Syfy8L26/eRt47B4nBjRvZgbJqXjWtNVjRZnfT99/S1ZjwzIx0XjG2BX8XAP1YL2zOz/UUu6rtXz8qAsYV/MYvKLCvS67BuThbcHi+arb6MV7PViWW7jrPijC8bTS2XQKOW4cMnC2CxuxGjkNINSiwONz3ubT9kwNP3j+bMrAs8B8GygxPVcowKiDWhRZGiNB1SBqjxz1/eRT/L9EU88GL7IQNnuW5Rmg6bHsiCxe6GuoP+kwQCgUlUi2fFxcUR2c5tt92GrVu3Qq/XAwDeeecdzJs3DxUVFcjKysLtt9+O7du3Y+TIkbBarfjDH/6Ae++9FwaDAQMHDozIPhAIBEIgQpPuTQdO4uPlRSxz7HAm+8E8tRaMG4Zf/fU/+OxUPWP7/kLQtSYrNn5YjTEpGnpVM0ElQ5xSije+OIe1szLh8nrxq3tH44m79YhR+Px/Ttc1o83h5vVfKTeY8OwMkWCpzOYDpxilIb5MNxuyhyXA2OorvbE43LA5XBibkojFHGWlFocbj945AmMXaujfgBITH797FCRiESwON47XNqL0na/x55LxvL9naWEq1u6vYpkxU5OA3zw0Bq02F5ptTqyelYlvaxux6cDJW0JHmg4vzM/BsEQ14xwJMVIXw1ptJ3QM/2wUShyJxG8aLGPC7vKwMpCEYr+sxojFBanQxMhZwk+RXot9SwtQZ7ZCF6uA2+tFi82JO1ISucWuNB2OnDNhZ/kFvPHoHXR33YFxCt793Vl+AR8uK8S6D6pYHfvWzMnEJ1V1eP2L88hL0WBxQWpQAbjF5sS2QzV44m49St/5GhaHm/ZX+9Pn5/D0faPx3P3paLa5EKe8NQk3tjpgbS+L5BK/qKwSrhJnatLP50nFN45yedLxlQBSJbnUWMQHKbPuOcLxDk0MMg7Eq2SsMutYhRQPjB2G0oJUxCllcLo9+LefTYBaLsGCO5Kxel8lK5ZWzEyHROyzRvAncLErVReDT5YXwQMPPqm6wSkmHzaYsHJmOhpanVg3JxPrPqzmzSy7L2swNgS8XqTXYfuicSh9+2vG/ap4MrsRB/VMsfXjU4z7u7+IbXG4GaIf34KU/znoSHZwsEWRpH7gN2hzevh97mqMsDk9iFNKYXORZgEEQiSIavEMANxuN/bt24dTp05BJBIhMzMTc+fOhUQSuoI+Z84cxr+3bNmC1157DUePHkVWVhYWLVrEeP33v/89duzYgRMnTuB73/teRI6DQCAQAhGadFscbjRbHZ2a7Afz1Fq7rwpjUhIZ4pn/ajAAOjvG/z2A78H6dw+NgcPlwbPvn+B8UL8RxI+k0eIU7ETmX7JCdRKLkUuw+O2v8ZclE2lRyWx18G4DABLUMkbJSGCHsryUW2WpsQr+2yJfqRvg+93O1bdi0VvH6L9NSdPh4+VFaLY6EKPgPne6WLlgGWlSgpIIZhEkVMP+cAgmgFIiD5W5YrY40GARFlyUUjF+8yk7W6PMYMLGA9V49v50fHb6BrKHJsDl8WLN7Exs+ugkqwR03dwsulTN7vLQ1++yaXpeI/87UhJxsLoOz96fgRUi0L5CFZeb8MAfDyMvRUNnhAEXUFqQGrTLbVmNER7vLZ+k0sJUvFl2HosmDsdvDp7mnYRzlS77b5fC/32BHW79PanilDJoY+RhjaOhiK5dVRJM6BzheIcKiTf3ZAyCXCLmbAqxud1X78nvpeH7r/+b8Tm+xaEygxGej09h9cwM3JaoQqFei3KDiXexq0ivw+rZGbS3GRdOtxdvfHkO+akDMCsnidOj9I7hiai8YubcH4iAvz0+CRdNFnrM2sXRiENowYt6ffshA70Niz24uA6whTBKRJw8UguFVAwjh1cd0HWLIr2FVpuwTUSrzYXBcQq0kU6bBEJEiGrxzGAwYObMmbh69SpGjx4Nr9eLs2fPIjk5GR999BFGjRoV9jbdbjf++te/oq2tDZMmTWK97nA48MYbbyAhIQFjxowR3JbdbofdfqvTXHNzc9j7QyAQIktvistgk+4YhaxTk/1gnlplBhOemeHzVvN/KKdWgwEIZsdYHW6sDihZAW49RP9i+u2C+zdALYdEJGKVZvqvvMcqpPjkZ0VQSMS42mjFD97+GuNSNBgQI8fgeCUA4Fx9q+D3yKUiOuPGv2x1Z/kF1uTc4wWvmBWMQGPlL2uMWLu/Kqhh+BNT9ZwdFZ+Yqg97H6KR3hSTHUFo0k2JPGq5BIlqOc5cb8aVRisGtV+7fCTGyFlx5R8XbQ43coZp6Ou4YJQWv23PfPSfQJraHHRs+fsD8mVkFaXpsG5OJuZu9xn5D1DLMSheCbvLg3EpiUChb6wALtCT5B8VjhTsyEtlrvjHWl6yBgBYk3C1XIK8lESoZBL86b/v8HkKxsoZYwSfP1OcUoaDPyvCgco6RnaOv2/cP395F6v0KxSExuGuLAnuSjoSl6F0lI00nfnOcBqFCJ3H9XOz8Nz7lSjzE3WozLCrTVZsmJeNuiYra/tCCy6HDSZAJILT7cXPp9+OJ6Z6YHH4OsdyiVuBmdiByKUSlBlM+La2Ca8szMPOgNgq0uuwcV4WZr3CXeJdVmNEyWQb3ezGvxEHlTWnlkswPX2w4DFRYjo13kglwmXd/ueAEsJMbQ54AazfX8X4Lr4Otl2xKNJThBuXsUopfj49DYV6HVxuL2IUEgAiHDpzA69/cR4xCinanG66cQCBQOgcUS2eLV++HKNGjcLRo0cxYMAAAIDJZMJ///d/Y/ny5fjoo49C3lZlZSUmTZoEm82G2NhY7N27F5mZmfTrBw4cwMMPPwyLxYKkpCT84x//gE6nE9zmCy+8gA0bNnTs4AgEQpfQm+KyK03MKYKVVF1usKCitpHlLdRicwZ92GpzuHjLBQ4bTHj2fjHDpNyfAr0WB6uv4z/tD/r+ZS6cK+9pOmyYm4X3l05Gi9UFU6sdNqebNt/n+x2npQ+EXCJhlb/5myxT5SVFeh1O15mxelYGNh44yRICBsXzl7oB3MbKwQzDja0OlL79NWe3ttK3v8aHywp7/aSgN8VkR+CbdFMiz3N7TmBnyXhsOnAS6UPjkZesgcvt4fUmmpKmY/mICZVf7ywZjxED1Bgcr8TgePb+UbFBCWYKqRiZQxMgFYnw1L2jsXKGGFanGy63F0cvmGBzujFp5ADckzEEGw6wy7+ouKGEMIvTjaf++h+UFqZi5YwMXGqw8HYFpWLN7vKwhAWh2N+3tADXmqyIVUrx+dmbnKVrVEbZictNnONeV2aB9cbsl3Djkq/BBZeYESk6+53h3mP5ziNV/il0jW6cl8VaCBLyFqSOb8k73zC2Uzx5BI6eb2Bdw2UGI3569yje5j3GFp/gwtcBdECMHMYWu+Azgf/++m9n9axMOFy+Bhvng3i0AcDiglTsPnYJT05LQ7nByJuZynUOqJhZ9l5Ft3aw7QlhmItw41IhFePbiw146bMa+m8Fei2WTdVjUqoWEjHQZHFCLBIWMQkEQmhEtXj2xRdfMIQzANBqtdi6dSsKCgrC2tbo0aPx3XffoampCXv27EFxcTG++OILWkCbOnUqvvvuOxiNRrz55pv4/ve/j2PHjmHQoEG821yxYgV++ctf0v9ubm5GcnJymEdJoMjKHYu6urqg72tuaemGvSH0VnpTXHZVxoL/Q6BK7jMd5yv3UPh1+vJf1fZfDeZrOGAN0pWvzmzDmtlZ2HSgmlWW5V9W5d/2nrfMpT2La6xfiSVVyjl8gBovLsjF2v1VGJ0UT++nRi3DwDgFNn5QLVhiopCKfftUOAKVV83IARiZapQQ8OXZm3h+fjYGt2fi+Gew5aVoeDseChmGN9ucjMyYcD7bW+hNMdlRqEn39WYbrjT6MlAo8WjN7Ey89eV5PDwxheG798rCPHjhZXghUbEfGFuBccHIQrO70GJ3QWVhi7SBYwwl5FVfNcPt9aLObINSJsENsxVDElT436OXIJOIsHZ2lmBWaWlhKj3RVkjF9DU8OyeJzlzhghKY/Tt28h0jRVmNERsPVGPL/Bz8+uBppA6Mxbb2jBgqBs/UNdNiVU9lgfW27Jdw4lKowUU4YkY4AkUkvrMj1wPXeaQEI6FrdN3+aqyZncnI9FZIxbz3T18GJ1jb8S9vDkQsFrGEKKqk0+m+tdzFdU/ZUZwf1AMscAGI2s709EFI1cVg2a7jKOEoo/ZnqEaFZqsDG+dlQyQSYUfZec7MVKFzEI5XXSToCWGYj3Djcu2+KpbISP3Os3OGYnKCFnFKwOsluWeE/kVXCeJRLZ4pFAq0cAglra2tkMvDO3i5XE43DMjPz8fXX3+Nl19+Ga+//joAICYmBnq9Hnq9HnfeeSfS0tKwY8cOrFixQnD/FArhTARC6NTV1eHeLfuCvu+vy6Z1/c4Qei29LS4jnbHA9RBY6Jct4i+g+fsG+ZdU+a8G35MxCD+YkMJaaS9sbzgQuNLuT6xCik+q6/D0/el4RgRcbrByZqSUG0xY2t72XqjMpdxgoh/CqX0GgNm5QzEzewjWzMnCqvdPMD7/7mMTBbPjnrhbj4HxCvxi+u242WpHzjANlFIxztQ1s7Jiti/Kw5/LL7CEwJ0l42F1uPHELm7RQMgwPJyyot5Kb4vJjkJNuofEK9FkcSIpQYm7bh+IOIUUV5usjEm3f1bH0rv1cHm90MXIMUyjQoJaDrPFwSgf9o8LvuwX/8le4EPjbx4agza7Cx6vF8YWOw5U1rEyypZN1ePtxePxwienkZGUIBg3/v5i1BgyJU2HxJjgJayAT1icNFLLeD1Y7LfaXPjFPaOx7oMq1lj0/PwceszsjVlgPUE4cRkJMSNcgSJSAooIwIycJBRPHkEvhtS32IN+zh/KCzOY7+WqWRmM67/qmhk7ivOx/V8GVsbojuJ8fHWxgbUdPp8/ANCoZPjpXaOwYkYGnG4PbE43dHEKLHzjKB6ekMJrOUA12xkYp+DNAivSa1F51cz5vXFKX2OMMoMJY1IS+beRpsN3l5swLX0Qbavw24fGwNTmwPr2Dp8WhxsJKuGYDMerrrNEShiOFGHHZZBx2uJwI04ugZtoZ4R+RFcK4lEtns2ePRs//vGPsWPHDkyYMAEAcOzYMTz++OOYO3dup7bt9XoZNeXhvk4gEAiRIlIZC3wPgeV+2SL+WVuBvkF2l4e1Grx+bhae3XOCM+Pl/M02vPejO/GPUzdYmW2Fei3ilFK8/sV5DIpVYnCCQjAjRSYV45OfFcFsCd650B/qAbHJ4sTqfZWsB0mzVXh7MqkYL3x8CodO36T/RnXSc3u99N9LC1Oxo5zbJFksEmHVzHSUFqayfodgpWLdUbpLCE5nVyj9Px8jlzI6rb76yDjOSbd/44odxflQynyNkM7Vt8IDL564exTthed/3fNlv1CTvRcezKH9mSioh0an24Nt/zLwZpStn5OFitom2IJklQLAjWYbPYYUtY8bg+OV3N0p9Tqsn5eJWpMFO0vGw+5yIyleyShdDVbi1mJ34flPTrH2vdxgwup9TG/B3pYFFu10VszoiEARCQHFbHHgGY7vBXwxEaowIpf4spMDr9HArDKPx0sL1Y0WB9QyCZ7/mH3NHjaYIIYId4xI5Pw+rlgo0GtxvLYR18w2bD9kQJFeizVzsuBye/DopOGoumLGC/NzsGIvM/Z9wngaBsbLUddoxZpZmbjaZIVIJGJkTi+dmgab081aEKPuQ1T2Ha9fol6L1bMyMP/VI5gwYgBdQt6RWOzORaXuznKLJKF0em6xOaGSimH3CI+vBEJfoasF8agWz1555RUUFxdj0qRJkMl8A6XL5cLcuXPx8ssvh7ydlStXYsaMGUhOTkZLSwt2796Nzz//HAcPHkRbWxu2bNmCuXPnIikpCSaTCa+++iquXLmChx56qKsOjUAgEDqE2eJAk8WJNocLbQ6f59egOAUS1HLBh8BygwmrZmUiMyme149opC6GdVOxOZlmwVwZL4GZbUVpOmycm4VzxjZsW5iHMzeakZeiETwuEYDffHoaP59+O3YU57PKW6j95PIVs7s8vP5rXO/3x+n2MIQzwFc6s2Z/FUomj8AjE4fD7vIgeYCKvytojRFXm2z4LsA7LpRSsd5qNt6X6OwKJdfn/b3BuEoUAxGJwOjmt6M4H0/6+RYNjLuViRAs++WSycL70LhyZgZnxgjgmwjbXG68sjBP0B9HLZdgpC6mPcPNif/3k0mIkUvokjD/EtYmi690XCISodXuxo7yC4zxZEdxPgCfn1OwWI1RSHn3nWuSGy0eRn2BzooZHREoQv1OofMcKWGkyerA4oJUqNoFbiB4Bugdwweg5kYLb2ZQmcGIJYWpWDZNzyrpTFQzj91/sYvqhF1mMGHDh9WYnZOEWdlJ+MEdyRiiUeG3D42hvc3UcgkUMjGuN9ng9QB/+vI8q+TzwJOF+KSqDkve8TXjoRbZ1HIJ1szOxLgUDc4b26CS+47d4nDjuT0n8OKCXDw3Ix2tNjfilFLf9zTaYHG4O50Z1p2LSt2Z5RZpgsWIUiZBnFIGq8uDVrtwV04Coa/Q1YJ4VItnGo0G+/fvR01NDU6fPg2v14vMzEy6/DJUbty4gUcffRR1dXVISEhAbm4uDh48iHvuuQc2mw2nT5/GO++8A6PRCK1Wi/Hjx6OsrAxZWVlddGQEAoEQPnVNVlxqsGDboRpWh7xN87Jham/lzofV4cbur2p5H0iTEpSsG4rZemubfBkv5QYTRCIR9j9RAK8X+OZSA2ZtK6cFr2XT9Dhe2yhQLqJDYowMiyYOx68PnmZ4QPmLEHy+YgqpmLcNu3+HQa7vPXKOe2Lz7aVGrJ6VAYfbgzabGzaHsPhBdSSjfgexSBRyqRgpM+s5hFYon91zApsfyIZGJQvbl8nfG4yrRDGQYRoVI2PE7vIwfIuWTdPT13EwIS6w66v/MT1pE55AWR1u7Dp2CY9MHM4ZN2q5BDuL87FmfxUjTqkxKFHt+62arE5G041l0/SoqG1kbM/icGPJO99g9awM/Gx6GiRiEW8ThQK9Fi53kMw0v0lupEo2iADno7NiRkcEilC+M9h5jpQwEquQYeGbx7BtYR59jQbLAN22ME9w+2q5BEkaJSrKG1mLUQ/mDcNHywvQbPUJUzeabXh2zwlYHG5G/FOZ1xsOnMT2dlGt1ebCrG3ljJjbUZyP9R+yvT/LDD4v0cXt5X3lBhNWz8rEvRmDEK+SY82+KtrDbdk0PYr0Wnxb24StC3I5unlq8av70qGWSzqdGdadi0q92TpBFyvnLdUt1GuRFK9ErFyC6812xKmiespPIESMrhbEe0UkpaWlIS0trcOf37FjB+9rSqUS77//foe3TSB0hOaWVgwYODjo+5KSklB94ruu3yFC1GO2OPD52Zs4cOIap1nxqn2V+MX02wW3kaCShf1Aqpbfuk0IZbyU1Rh92SoiYOXeKsZreckaPPleBWepR4Fei3VzM9Fqc3NORKh/r5mVgYHxSkaZKfX5hjYHRupiODPWqBITMUSMSTk12X90xzGOY/ZlFGw+cJLOGqAyZPigsmao32HUoFjB93NNyoN9hhB5hFYoy2qMMNS34p0jFzvky0RNbJ98rwL3Zg5GoV7LEJwopqTpoJRKGNsJzMLyL5UKlqEl9LpaIeF9DfBNFB+9cwSkIhGnyfeaWZn4478MrOOgxqDZuUNRMEqLTQETdb6xw+JwY+XeKnz4ZAGuNdmwZk4mNn3I3WAkWEm3fyZSJEo2OiLA9VWxrbNiRkcEimDfCSDoeY5XygQN+0MVRpQyMcal3LqPeeANmgF6vdkGm5Nf8C0tTMXmgK7OgG8xiqs5ztYFuXQmqz92lwdlftkU1MRx91e1eKt4PMQ4g0HxCt6szXKDCc/OSKf/3Wp3IV4lw5oAG4Sd5RewfVEeZprt3E0TDCZ4cBprZmdGJDOsuxaVerN1QoJajs0PZGPV3krWomNJQSp+9/czWDsnE7FKCRL7wDhEIIRCVwviUSee/fKXv8SmTZsQExPD6DbCxe9///tu2isCIbJ4PZ6QmiP8fdUDXb4vhN6BsdWBQXH8D8CHDSY8e784aEv4BLU8rAdS/+5eQT2JbE5wedJSWTTL36vAj6eMxC+m3w6Xxwu1XAIRRHC6PZCIRYLHtmZ2JiovM82MC/RaLJ+WhsFxCqzZX8WacFMZa3u/vYy1czJR32KH2eqky1Y3HajGW8Xj8chbR2FsFc6wE8pg8zdCp34HIaKps1d/JxTPmM74MlHXfunbX+Ot4vEQic4wzvs9GYOwZnYmWuwuvPrIOHpiX3XNzLje/BsMJCUoeTO0itJ0AMBb+qyWSQRNxStqGwEAGUnx+MX/fIOdJePRYnPRcZOgkqFsL3+cLikcicMGEx6/W48H70imv9/lEXarvtxgxdJ3j0Mtl2D1rAysmpWJa2YrvF5m11K+ffef5EaiZKMjAlxfj+vOiBkdFSiEvvNcfWvQ86yLlWNnyXhsO1TDMuzfWTKe9b1c4icArPugGiUFqfDiAh2HMXLhKZSp1YFYpZQ3VieN1IbdHGf1rAxW9jUlplH3HUow3LogF6/88yzuGJEIi13Yw7DVxnz9coOFVW5qcbixbFcF/rJkAg4LjAFrZ2fS10QwMTnY693hXdjbrROsTjfGpiRicUB3cMo+4lf3jYZaJqUbOBAIfZ2uFsSjTjyrqKiA0+mk/5sPkYAfB4FAIPQ1mm3OoOJVndkWVkt4L+AzGxNAKr6VgRIs44VvNcf/c9nDEvCHz86yfFeWTxfOLj5/sw0fnLiGj54sREObA0qZz8ulyeJgCWcAc7IxaZQWq/dVcQpfdpcHLy7IxZJ3vqH/xpVRwG+SrENxwQhGRhzf70D51XE1NvCflAPok9kr0UiwFUrq2u2oLxP1eWOrA388VIPfPjQGrTYXWmxOqBUSuNxerAzIGijSa7GkaCRyh2kAgCGgfVfbiPHDE/HU/aOBg2BMyqek6bDpgWxs+LCa4eNHCcm7j13CNxcbsGZ2JjYEZIYFeipJJSI8PCEFLx48zXjfq4+MEzxetVyCA5XXGJPrAr0Wc3OHCnbmpX4nKhONakBgd7qRMkCN2TlJsDldmDQyG2v3VwlOchstwuXroZRshCvARVvHvq6io2JGZwQKvu8MpTRHFyvHHw9xN8gQi0R0qSPAL35unJeNI+dMOHLORHsQ2l2eoGVwXgAPv3GUzlQLjDdJkHkMV3Oc52akY/NHp+i/UWK5f6mkLlaONbMz8efDF3Dmegt+Pv12yCRihjgf2NgmVunLSC3S+7Jg613cDdMsDjduNAs3U7vSaEWcUgYRwGrW4C8mR5PY3JutE5qtTl4RFvDFAZkyE/oTXS2IR5149q9//YvzvwkEAqE/E6+UoSGIp5lULGKYjMcpZYhXSiEWi2B1umG2ONDmcIf1wBqjkGL3V7XIS0nEwDgFivRaTgPkQr0WsUoplFIxa8WHytrKS0lkZXSp5RKMSdFALRMuJ1NIxSirMWL1/irktZezFOl1eGbGaMFW7b+YfjtabS7BkpUVMzIEvxtgZv48e386rjRaoZCKMSBGjkfeOkZPRPhWtaiJQsnkEbz7S5X6bP7oVFRMKPoDQiuUoWQUhvp5ahI+OF6JwfE+seXvJ2/gg++usksgDSYAItw5agDyUhLxxN16KGUSqOUSHKy+Do8XePmzsxiTokFJwQjYXR4kqGRISVRhw4GTrAYYhw0miABseiAbs14pxxuP3oG8lERaBAjMVHB5vJBLxJiVk4TMpHgsKRxJT7iDCehuj5dTqNh0oBqrZ2WwSrq5fmfAVwZ6ydSGYRoV1n5QTccDZWK+alYGrA43PckFfF1KzVYHw9Sdi1BKNsL1TOnNHfu6i0gLFKGU5hhbHZxZXwAYpY6U+PntpUaWgf+/z5vwk7tG4g//YGavfbCsgDcbuVCvxb/Pmxj3jdL2RagElQyfn70JS5COtlyxdqXRSt9rCvRaFE8egXePXWJk0SWo5RiXosHv/n4G7z52JzYeYAvl/o1tCvVa1DfbUajXYsXMdChkYtyWqIIuVo6HJ6Swyl2VQeJrYJwCl0xtEIlE+PZSI+M1Skz+zUNjok5s7q0deuNVwnEQr5L5soctZAwi9B+6UhCPOvFMiObmZhw6dAjp6elIT08P/gECgUDoI+hi5fjqYkPQ0kF/k/Fdj03E/S+X0e954cEcfHyijjWZ4HtgvdZkxdr9VXh4Qgr+fPiWf5gHbN+ykoJUtNicGDwojrXis7P8AnYU58PrBWPy4d+tjNpOsLJIykcK8GXdlDSPEPzd6lvsGBDkZtlqd+Gj5YVwujyIU8rg5GnpTv22eckaLH33uO/YSsbTfjoAkJyoZn3OPytl4YQUwX250miNqglFX4dvhdI/E4siXF+mjfOy0Wx1YP7YYayHNmOrA6m6GMFOfD+bnoZX/lmDRyakIEmjQkV7+eNb5b6OeYEi2a7HJuKzU/Wc2ys3mGCxu2FxuJGglvFmKqjlEqRqY7DpANt37JWFeai8auaN0yK9Dv8+z3c8JjwzI53l+8b1O1NIxGKUG4yMCbjF4caK9ysxJU1Hx0NgBsuyaXpef7miEEs2wvVM6c0d+7qTSAoUoZTmnDe2CW6DOi/GVge+vdTI2T2zQK/FutlZeP2L84xsLb5M78BsZP97MuArqd5+yIDn52cLl1BzNMe5LVGF3T++E212F0Pwdrq92DTP1+QsQS2HxeHGiwtyWcKZ/76WFqbiu9pGbH4gB1anC4sLUmFqccDh8eC9Y5ew+8d3Yt0H1azfYlZOkuCCwd9P3qAXt/xFOoova4xobCNic6RQSMX8Zfx6nU+EVUpR32InvymhX9FVgnhUi2ff//73MWXKFCxbtgxWqxX5+fm4ePEivF4vdu/ejQULFvT0LhIIBEK3kKCW4+7bByJVFwOALV4FTkAL9VocCZjIDopT8K7CBz6w+gs+/uUqLo8Xq2ZmwO314kqjFXLJrayVbQvzoJZLGSs+pjYHLHYXbE43YhXMCWdpYSp2HbuEvJREjEtJROEoHZ6YqseRcya6rITr2PzLWfxL+LmMoYfEKyAWC9csqBUSiACMTUkEANxotvFOvgOzifQDY/Dn8vOMCUZgpph/VkqwzB0+vqwx4mqTFcY2BynjjDDU9VrfYkdtgwUAGBNToOO+TEAM52eabU643MI+YF4vGIJpvFImaFLO12WTotXe3mnT6xPSB8UpWL5oq2dlMIQz/5jy/Q4DMS19EF767CxDvCvS67B+XhZ+8Pq/eb//Zosd6+Zkwen24KLJguQBanxafZ01uaZosTnxUWUd7wT8erMNANs03r/EOlCoWz83q0s8unpzx77uJJINFUIpzYlXCmdrU+el2ebk7Z7py5w8iXcfm4hGi5OOlcBMbyqLMzAbOZBYhRSf/rwIbXYX7hg+AJs/Osm4fgvbF6O4muNUXjHjmtnGGgPKaow4d7MNbx+p9h27SgapRNhHdPWsTOQla/BffzoCY6sDBXot1s7OxEWTBelDE7DuA27h7Xd/P4Pn5+cwugNT++d/ry4zGOGBF6WFqaz9bebp+kuNNzaXG8cvNSBBLSf3uyA43R6snJmOBosTZquTHs9PXjPjR0Wj4HB7oJCIg3ZjJxAIoRHV4tmXX36JVatWAQD27t0Lr9eLpqYmvPPOO9i8eTMRzwgEQr8iSaOCWi7B8w/koM3hgsXha2N/vJY50S9K06F48gjWw3cohv8UlODDJUh9XHUd+SmJ+On/Hmdtwz9DKkEth+hmK87bnPjz4Qt0xhhFfkoixiZrWCv9RXod9i6dDJfHg0+qbrAmzv4ClNfrRaFei+O1TZxZA0VpOmyYm4Xp6YPw2Wl2Vk6hXgurw43/z96bx0dVnv3/n9mX7JkhEDSBwERCEgKhLEoSVFwREJDaitYHiFtL0fbxcQFlExXBLrZC9WkrVPv8FPt1ARRxp0rApaJRwp6wBSQQJiSTZLYz2++PyTnMcpaZZCaZJNf79eKlmTlz5j5n7uvc9/25ryU7VYujje1odbiQrlPhmdmjUN9sD5uM3j5xCB7YVI3J+Uasnj0KKzsqA4bep5NNVijkMgxM1QZ5pYgVHqjIN/J6G7CcaLJh4avfURhnHGD7a5JGGdO8TEKkalWwyvkXkCxJGkWQmO31+USTlEsJsyqFDL+bU4JkjRLb954J8yzbMG8cUrUqLrQy0DM01PvkqZnFuLfCgQu2iwU4nnnvIFcRkE84SNWqsOb9g3jkxgIsfPU7LJpiQnV9M++xZSYDAHDPjP+7ayL+fbgxKFfT6WY75DJZ0AKetUO5TIZ7Jw/H49MK4XB5YLG5sKe+GedbHdCpFJK2E23OlN5csa+7iEf1UqnQnEh/FylhuqrOjPllQ3HXK3tQZjLgtXsuh0Ypw0+GZIR9ZsO8cYLCGQCk6VVcJWe2v/7yyuFQyGVwuj0YnKbD2vcPBZ2jzGTA/Vfnw+7yBOU8C4StusmGRTZK5CZrsbmCcn3urmvCU9sO4uEbR0Aplwnei08ONuKxm0biqZnFqDvfjiSNMswTLvCcoeM+AKRqw59jQs8bGu/EUcnleOLd4JyuFflGLJtWiLte+QZ/+69xuOBgoFeLh9sSBBEZCS2eWSwWZGZmAgA++OADzJkzB3q9HtOmTcPDDz/cw60jCILofvgW6YNStZgwNJNbPHh8Psz6y+6wCXw0Cf9bHS7RxfOMkuygBOCsR1aoB1uSRsnt5pfmZgQJR2l6FX7/0WGekvdmrNp2AA9dPyJsAh8azqKQyTC/LA83jXLweg1U1ZqxfOs+PHJjAexuT9D75SYDnpxVDJkPeGxzDbeYeX5uKV7efTw4iXuHCHfMbMW6uaUwDUgG4/Hik4ONQfdp467jnIi270cLLDYXMpPU3L0SKjzAhvnd9PzFMNtQApPXUxhnfOiuxNHGZDWcLR7RUGVWKAsUHTbMGyd4zupTLYJhYFMKBkAhl8Pt9WLp1vDiGWwC9V9fbeJeE/PEWbZ1H8bkhgsHDreH19OkzGTAkXNtmDtxCPaetmByvhGv/6cer959OZ7ctj/MQ2zFjCKsef8gb+GDwAV6oLed2PNqQVkeDpzxV+vd+9lRznbExJnAvmCx+5+HgfkjQ6sC9uaKffEmntVLxYTrSH8XY7IaJ5rEQzzZzSd/DsFDGDc0E/MmDYXXF5znr7HNKWiHFflGVJ9s5oRrNqRz/Y46lJkMePTGAjzz/kEUDk7D3Im5cLq9SNepcEmGDl6vD9PW7ZIsurGz1ox2hxtpenFvR7ZIQCBVdWb8xp0vudHWanchz5iEV744gdsm5HJpDPgIPdfkfCMyksJFTaHnDY13wlhsDJbzPM+ras1YtW0//nLHWNgZN/RqJXSqznm9EwQRTEKLZzk5Ofjyyy+RmZmJDz74AK+//joAoLm5GVotldwlCIIAwhcPRxvbeSfYYl5Pod4RqVqV6OL5qfcOYt3cUty/qRqluelYUJaHxW/txaIpJjjdHlTXNyNVp4JaLsM95cNwx8Qh0KkUuL5wIBfyJRVW8tjU4MkeXwinx+fDA5uq8c/KCbzJyAF/6FZlOxOUJD1dp0JOhg7fnLiAt6p/DMoDIyTCrdi6D4/cOBIfHjiLAclqMB1hd+xnqkW83zbOH4/Kl7/hTSB9SboOSWoFHG4v1s0thUwmC6uIFioaUl6Y+NEdiaPT9GpYnW4s6hCrQsOw75+Sj3S9Kkx0ELPhww2teGpmMR7bUhN2vt9eexnWfnAIlWV5gjZXVWvGIzeO4P4W88TZVdfE5XsKfX3hVaYwT9InZhahvsmGh978AQDw9q8m4YLNhYYWO5ZNL/JHFthcSNYq4fX58NzHh3kLHwB+e2OFsGSNkqsi6PP5sFHgecUWTHjnhzPYc7IZTdbIiqek6dWwMh6/h6mEiNObK/bFm56sXhrJ75KmV+PSDHHPpsDNJ7b/P/rWXqydU4LFUwtgdXiQnqRChl6Nqy8bgH8fOR8UGn2u1YHL8zIxbd0u3vPvrmtCm8ONHYfOh/X9CpMRq2YVYdJwAwqyU8OS+B84YwkaH/wVZ32C6QfYIgF8nG93RrTRxgqTJyTyygWeq6Jjk0irlIeJmmLPGxrv+PEXxBAuhvQrhxvZaVowbi/kUqXVCYKIiIQWz37729/ijjvuQHJyMoYMGYKrrroKgD+cc9SoUT3bOIIgiARFKFRl467j2Dh/PBQyGfceW71ubG46jpmtSNX5c2oZk9WYOXowSnPSOeHL6/NBIZPB5vJw+cS2/roM2/c1YPFbe7FmTkmYcMTmb3nojR+4HGYP31CA/7p8KOyMRBip0403f3kFfD5/XjK1Qg6n24Pnfj4GKoUc51oduDRTBxvjQWObeIiKw+UJm5i/d385TANTghbb4qE7TXhE5kNpTjo0KgVUCh/0agX3mUVTTILCGwAsm16IJW/XcN4G5SYDKsvz0GBxcEngWQK9bFhxMjQMl5KQ9xyxyN00OEMPnw+YXjI4KGdSY5sTQzP1SNOrcbSxXTCfF5/nol6tCDtf9akWmNsZ7K5rwh0Th4i2ye3xceKclPeJ0+3lDetO06vw3gNlOGvx22T1qRZMX7cLpbnp+N1PR8MHHx7fXINvO8RmNqk5e65JwwyYd0UefjYuF992iMgAuO9J1igxfVQ2vqtvxv0BXmiv3j1RtKpum8ON8UMzcfWILHh9vojEmWhFnN5asS/e9HT10sDfhbVd/3h30XYHpWojrrwLAG6vD2vmlIQJtteNzMKy6YX49MA5FAz2C10OlwdDDXpAhiCP7VAsIXkLA+3rXKsTD90wAntPtWDfGQuKB6fB4fJg0nAD5oy9BP+14T/c55xuLzweL56cVYxlW/YFe1F3iNnv72vgbcuAZA3UIknoAzfaBqfroJDLhD3tTAYMSNHghTvGQqP0j9lbf/gR355oxto5JVg3txQ/tthxoskmGpIO0HjHh5RdtTpcMCSpIZMBrQ4GQjk4CYKInIQWzxYuXIgJEybg1KlTuO666yCX+3cvhg0bhqeeeqqHW0cQBJGYCIWqjBuSgaGZem4X3up0IVWnxrIt+7Dk7RruuOtGZmHp9EKseje44l6oEFZhMmBhh+cMW5EzdPG6q64JPoAL5fK/f4grEiBGskaJP358GIWD07jFebpehew0LSpf/gYjB6Vg9KVpuHZkluROOd/7JzuSwwciJRicumDnQlQqTEZsmDeOS34sKrzVmrF8eiE+ffBKWOwuOFwefHGsCTU/WvCf4xcEw+hev/dyfHQgPO8bQEnIe4rO5G5i4RPdbioeFBQamJOph60jNLDdGbw4CvVcTNGqYOgQu1lx4MrLBoTZPhvuKWUnrXZ/1T1ZBMdqVfxhkhX5Riy8aniQsAX4+/S0UdnYXtOAXXVNQWKzWMjl+ttLIYMML4UU5ggN4wwVHkKxMR58cbQJB89YsHR6YVAVz0ACxZlYizj9lUSpXiplu2KVd1nPanYsys3Uo7q+GdX1LUHfMSI7FSvf3Y/bJw7h3Ux6ad543P73r3gFtECbE7KJCpMRC68ejrte2cOdo9xkwPrbx2Lu379CaW46vjlxAdcXDkR9kx1LbhoJhVyGH5vtAILF7NAw6AqTEUfOteGp9w52VNb2hYn0bLgr+yxrd7rw5MxiLN+6L+y+zSvLw21/C77WDfPG4bmPa/Foh/isUSqw8NXvREPSARrv+JCyq0szdLAxbgxI1sCrpJxnBBELElo8A4Bx48Zh3Dj/A9Xj8aCmpgaTJk1CRob4oosgCKIv0FkPF6lQFXbyu2hTddju8ojsVDy2uUZSCKuqa4IXwKM3FuB8m1NQOApNGsz+fdZiR4XJwBt2UGEycAn6xRYgT28/iKXTCvG9SDgbn9cAwC8ORCPCsfdtyU0FAKSFN6vTjTG5GTja2I5bXvwCwMWFBB9VtWb86srhvPeVkpD3DF0JJxNauD87pwRalRznWj042+rgQrEON7Ti8WmFYd4hbO68yvI8TB+V7RcaOiJy0vRqXtv3+vwhxqIFK0wG5Gbq4APwh5+NgdXhFrTPcpMBPp9P0NPS6+OvsjcwVct5wQSKzWIh4nIAU0dl877Hfnb9jjpJ27U63aiub8aCsjw8/d5BvH7v5TjdbA+qNsreZ1aciZeI099IhOqlkdhuaJ47dpNDyLOaLw8fW5k2sD8HepA1tTt5C2BUmIILxgimEOCpYrmrrgky2WEsnTYSg9K0kEGGZ7YfRFWHSF1d3yxpPxX5Rvz6KhMqX+FPL5CbqUdWigZpenXQs0yvVuC+K4dh8dQCPDoVsDk9kMmAXXVm3k0fdpxkxWe2b0STVoLwY0xWC3r9sdVZrxhmgA8A4xGfnxAEERkJLZ799re/xahRo3DXXXfB4/HgyiuvxBdffAG9Xo9t27ZxYZwEQRB9ka54uADSIURCXhViHlS765qweGoBCrNTuUWnSiFDqk58McMnLGWn6bCgPA9eBIegVZgMeGJmMd7dewZbfzjDK+LJcJib9Ls9XlyRl4nLh2Vi+dbg3ESst1xoyGOgoBY4YRebwPOJcFV1Zjzi86HCZIy4IEPgglxKcNOo5GGLTkpC3nN01hNJaOG+52QzLtgYPL39YFjYrl/kOcCF+7Lo1Qqsv70U/9glXJUu1PYtNsafe08g7LPCZMCyGUVwerzITtUiTa/GMWc75pXx2+eqWaNwzmIXzVnIV2UvsL8H/r9UuPR8nnMFfg9bSU4o1Iy1Xba9pbkZON/m5LxIQ0UQ1lb5RJxAIcTl9eHo+fZOhe32JxKhemmkthtoO2da7Pjfz48KelaHClCAv18H9mcpr8qaHy0YPyQTaqUcro48mht3HZcch0Ptq6rWjN9ck4/dR81B3sxS53n0xgKU5qRjQIomyEuMTS/A8vF/T74YyvzmXlTVmblre+3rk3B5fEEe4lMKsvD/fXUyTDzLydRxeQq9Ph/XN1Zs3cflURTydiOCSdOrsWpmEZZu2cc7fjywqRqbF06C1w04XcIVYAmCiJyEFs/efPNN/OIXvwAAvPvuuzh+/DgOHTqEf/7zn3j88cexe/fuHm4hQRBEfIhlwuTAcwZ6sVnsDO9x0YQulpkMmD3mEmTqFbz5j1iPjlBhKStVg6Y2BozHh8U3joTT7YHH60N7R8n7uvPtKB6cJuyVVWfG/LKh/vY0+9tz7cgsrJ5VjPpmOyx2F7QqBYzJavzpkyNBE/hykwHLZxRxoTOBYsLGXcfx2j2XQ4ZDYRUA+fKOAcDpZjvmlQ3FuVZHRDvngQtyKcEtXafG724djWYrg1aHG6k6JTL0agxMpaI5PUFnPZGEFu6V5Xl4JkQ4AxAk8ozNTQ8SEu6dPAz/2HU8zCNsZ60Zj761F+t5ng1pejVW3lyE5Vv3hXmUZKVq8OnBRhw3W+Hx+rD6vYNYM6cEhiQ1ntl+kCu0wXi8XD6kMxdsMKRosGHeuDBbZ22N7zkS2N8D/z+S/GpCuL0+PD+3FK9+fRLzyoaGhZqF2i4rPASeM1AE2XuqhbPVUBFHSAiJZlOjvxJNQYVYVC8NHe88Pp9ovjE+22Xb3GBxRCxkaZTyoL4l6lUpk+Gm4kG4/aWvudfLO4Rct9cnen18NtHY5gwbN6Vs63TH+PnCHWMF741erYDd5cHhs61odbixoDwPo3PToVLI8NrXJyMOUS03GfDh/nPccRUdv+fgdB1+f+toNFkZrJxRBI/XBxvjQZqOim5I0WJjUFmWh8VTC9Du8CBZq0RjqwOPvrUXNsaDNocbXp8PxmRNTzeVIPoECS2emc1mDBo0CACwfft23Hrrrbjssstw11134fnnn+/h1hEEQcSPWOfa4fNie+3uibzHRhO6uLuuCSvf3Y9n55Rg4/zxWLejNmx3fcO8cfjPiQvcaxUmI2pOW4KqY5abDHh69ig8ue0APjnYiDd/eYVkEQCVUo4N88YhSa3Exvnj8V19M35sseOOgIUIK+jdMXEInG4vcjJ1+HD/Oax5/yBum5CL9TvqwnJIaRQyjMnNwIKOBTb7Gb4QFABQK+S4f1M1Fk0ZjqdnFWNpSILmcpMBT80q5n6vZK0Sr909ES12F7JStIKhcZPzjdCq5HjojR867X1IxJbOhpMFim6BIvOAFI3kotzOeLBubika25yov2BDdpoOf/pEONS3sc3J+2yQAUEVZwG/pyUreG2YNw5KuSxIoF81sxifHTkPmUyGDJ0ajMeL3UfNGHVJGp5+70BQvw313uJ7jjS2Orn+Hujl2ZmchSzZaVqs/eAQdtc14atjF1BZnodHbyzA6WY7VzAh1HbZYgqh9/vXV5lwx4TcoPD2QBFHSAjpyqZGfyKaggpdqV7KN95V5BvDQiwDEbLdNL0axyQqSgYKVNWnWnDFMAP3t1QuzPmThga95veslmH5zYWi3xlp2oFIbStdp+LdAKv5sQWjLknD7z44FGbvK2YUYfQl6VAp5bhj4hDcVT6ME9FDPcT5vMCrQuyGbCd60nVq/P6jI2EbBmvmlOCBTdVI0viX+ux/CYLoGgltSQMHDsSBAweQnZ2NDz74AC+88AIAwGazQaGgxIcEQfRdYplrR8iL7YtjTbyl7KtPtQiWuOcNXaw1w8548JcdtQI5i2T4yVB/nkp/MnET7nrlm6DjdtU14bHNNags84tYGXq15I65QibDf72yh/u7wmTALaWX4L+vy8f/fXkSt03I5RYBMpkMBxpaoZDLuIUMW3mQDU+pMBmxdPpIHD1vDVrssDlj+BZcFflGDB+QhH9WToAhSY2nth0IEt7YxfuT2w7g97eOhpXxBP0WerWiI1GyLCjcbHK+Eatnj8KKd/bHxPswFtUhic6Hk7GiW6jn0gt3jBX9PqfbixStiktef9cre/D6PZeLfkYocb4hSY29p1p4F/JlJgPOtTpwxuIA4O9j59udUMrl2L73TNCiefXsYl7Pt0DvrR/qW3Cu1RH0frnJgDG5aRiYpoEXwZVDpXKxhZ4rsN2M28t9jrXl0px0zjuWjzSdCl8eC/8urUqB7BBROlDEcbrDq/aydEcBgf5mx5EIKqH3JFmj5B3vqmrN8Ank4pMKBZUSzQMFqsMNrfj5Ty7lxtDOeFVW1ZlhsbmiSiFQkW/EgBQNmJDzidpWx/j1wW8qYHe58c6iMqx8Z3/Q/RGz9ye3HcBNxYOwJGAjLFBEr6ozY/FNBZhaNAjv7z/LK1xS4Y3OY7ExWL51n6Dn8tJpIyGTATqVAu0ONwam9kQrCaJvkdDi2YIFC/Czn/0M2dnZkMlkuO666wAAX3/9NQoKCnq4dQRBEPEjEg+XSBdSQl5s7OJVJpMFvX+4oRVPzRqFpVtqIg5dbGfcvN5TgH8h8PCNIzDqkjRkp2nx0//9kleIYj1tbn/pa7w8fzwyk9WCIl65yRC2+K2qa8Kyrfswc/RgvHr35Vi1bX+YF9zNJYO50J3ARYu/MthQnGiyhe3UC+WJKjcZ8PSsYqz94BBmj70UTrcXnxw6j08Onee9D41tTqzadiDoXtsYD+56ZQ+WTS/EsumFsDFuzsOiycrgk4ONvOeKZsHR1dx5xEU6G07Gim4lOelBnkvSYbsqblHPCup6jfjmIZv/S6jtoX2hzGTAoqvz4XB58NR7B7nXbYwHaz/YH7YwG5iqFbT13XVNePj6AowfkoHvT7dwYZ2siHzO4sSi1/yenvdUDEOKVonHbxoJh8uDGSXZeGrbwSARucxkwILyPMggCxMAKkwGrJpZjPPt4R6qYoJBucmAFK0SG3cdD79HArkbWRGnup6/QidLPAsIkB2HI+RRLeS1vauuCQuvMoWF3EqFgoqJ5hUmA7LTtHjrV1cgXXex8u2aW0qwZHNNp70qz7c7w3KA6dUKLJteiJJL0lDfbOM8rg+esWDZ9CL89H+/wG0TcoP6vmCew3wjnp5VjFUd3t5ChQXE7J3Pcy40D5zT5YXX5xMUnQEqvNFZzO2M6LN48dQCyAC02JzweGXd2ziC6KMktHi2cuVKFBcX49SpU7j11luh0fjjtRUKBRYvXtzDrSOI+NPa1o7MAQMlj8vOzsb+vd/Hv0FEtyHl4aJVyf2VMiNYSAl5sbEVtbb+ugxymSwoNKbZymBBWR4e7cijka5X4b2aBsGQF5tTPBnt6WY7Nn1dj/uvyRfMqwL4QwsWTTFBIZOhqvY8HrupEA0WO2QyGRcO8pPcDMwrG8or4u2ua8JjN43E6WYb7iofhtLcDC4szb9Tvp+b1OcZk/DCHWODQrvWzS0NW3gHVh5beJUJHp8PSpkMuZl6PPP+QeQNSMY/dh/nPNmEsNhdvIs6G+PBkrdr8OmDV2JM7sVK0lKhQpEsOOKRO68/ICZMdyacjBWuTpiDvRqlRJ4hBj133kBBXcwjRUg8Y9v++1tHo8HiAOP2QqvyL9z/fbgRf/38WJBtymTg/Q4pT5omqxPGFA3+78uTMLcH51Vk8yqt31EXtlhnQ8bYXIZpOhU+O3Iei17z2/nSaSPx39dehsY2J2ezDrcXSerwqayYYLBkagH+a+N/wp5DkSSiF9vU0KsVyNSrcdJshZVxw8p4kK5TcRUKuwLZcTjnWh04YbZi7oRcLCjL48aHFgHPSxatSoFPH7wyqlBQIdG8It+IJ2cWI0OvCjvHpZl6rJ9bigtWRjA0X6gSNHAxHQCbUiBNq4QhWYPlW/cFFRCpMBnxPzeMwO8+PITbJuSG9X12/Fo2vRCLp/rDmdUKOYYPSOKEM0A4vLQznnOBeeCSNAo0W/nzq7J0pnoqIR2hYG5jMNSoh0qhpmqbBBEjElo8A4Cf/vSnAACH46LL/rx583qqOQTRrfi8Xlz/9BbJ4z56fFbc20J0L2IeLtGE81lsDHQqBVfdKjSpt43xQC6TYXhWMncei42BqyNZ8fk2hquoKRS6WGYyQKkQ39XMydRhXF4GkkQW9gBgdbpx4IwFc8Zegr9WHcXvPjzCvVdhMmDLwjIwHg9+9tevBEW4k002wSp6bOW+60ZmIU2nQrpOhRa7C2NzM4ByYN8ZCw6csYTt+NsYD36ob8Hs0ksggz8ErsnK4L2as9gwbxzW76jjrS4YiJioAYSLYZ3NrxVIrHPn9Qci8fBhPZFYke2Y2YpUHSMaRjc4XYezFnvQa2IizzOzR+GSDD33Giuo//twIxZdbQr7DOtB9s2JZqiVCl5vJIuNQbOVwZkWOwamarHvRwueeu9gmC2VmQxotvIvzKQ8aQDg+U+OYNO9l+PUBTscLg/37NGrLtpA6GI9tLofa1dse7JStWGi1+R8IzKT1GFiIisYLJ02EkunFcIekHzcxnhQmJ3aqUT0xmQ1nrllFLJSNEGFEl7/Tz1euGMszlgcWPfv2rDfcm0XvcP6mx1LeVWfabHj0Td/4M25J5eJj0VpOlXQeBcpkYrmoW33+nyCVaUXXp0flsKAvZbqUy2wMR5s3HUcleV5mDVmMJZv3RcmwlXVmeGFD6W5GZg0zBCWx9Pp9iJNp4LD5cHPO8bNyR2iX6BnMyuCheY9y8nUQwyh54HT7UWZyYDv6lswMjsVUwoGYAePV3ZFJ6unEtJzhOw0LeQ+wOnzQiWXfm4TBCFNQotnHo8Hq1evxv/+7//i3LlzOHLkCIYNG4Zly5Zh6NChuOuuu3q6iQRBEHFDaLIeaTgfnwgQKiYFeltYbAyabS4s21ITtii5qzwPJZekQx6Sm4sN5dxVZxb1hvlw/zkAwA+nxXMbVZ9qQeHgtLDS64A/LHPVtv1YeXORqPdaaEEDAEF5bhQyGR6fVsi7+LqrPA9XDDPgbzuPBSVXT9epkJuph8vjRYvdBR8Aj9dfvc3p9nLC2Kt3T+QqfQYKlZPzjbweMoGEimGdza8VSCxz5/UHovHwiTaM7lyrAzq1MkzIDlzoJmmUsDrdyM3U49KQRSsrqK9+7wCmjBiIh68vwP1Xe5CkUcAH4FBDKxwuD1a8sx/jhmSEeSPxJlE3GbFh3jjc9coezqYq8o2YN2moYLU/MW+5MpMBNT9aMHfiEKx6Z3+QfZWbDLipeFBY2LRQld4MvQpv/vIKWOwu3qT/gN+LqKmdCRO7AaA0Nx1ZqVrYGTfGDskMuI/gfa4CwNHGdtEweCvjwfa9DWHPwH9WTsD+H1ux5Ycfw59bMfAO6092LGVXnI0K5dwry4uo6rEUQgKe2G8oVKigsiwP44dmBlWt1SgVsDNubJg3DruPNnFjRWB6hMAciaU56aIhepVleVAp5agwGVFVZ+bGu8BE/exYtHZOCRrbgvMIapRy3mqyi6aYosqBypKmU3HXUZqbjkdvLIAzID8h+/knbi4Kuqf9La9fVzAmq1GRb+QV1tnf5vJhmVBBjgsS3n8EQURGQotnTz/9NF555RU8++yzuOeee7jXR40aheeeey5i8ezFF1/Eiy++iBMnTgAAioqKsHz5ckydOhUulwtLly7F9u3bcezYMaSlpeHaa6/FmjVrMHjw4HhcFkEQRMTwTdaPma2CC86Nu46jzeESFAECxaS9p1o4b4szLXZ8fuQ8tu09w5/0XybDU7OKsfan/tCzFrsrqAolAH4PGpMBy2YU4f19DRh1SToWvfYd73FlHcfN+sturJtbKpgfZVddEzxen+SEMbT9gV5hQwz6sHxugdf5+1tH4w+3jg5aXGtVcqx4Z3+QaMlWb9PI5Xh+bik2hlThY4XK1/9TjydnFkOvVkQlhnU2v1YgsfBe609E6uETbRhdfZMVSzbX8PaPBzZVY/2OOpSZDCjNzcD6HXX49MEredswOF2HxVNHYsnbweIBG7p19yvfwMZ4wryRhNrrF4F8eP3ey7nqlMOMSZi2bhcqy/lFiI27jmPDvHGCQvr+MxbeipS76prwzPuHsHTaSDy2eZ/gYp0910/HXooMvQr3b6oO6v/ss2/SMAOcLi9SO5L/T8jL5MTuwFDstxdOCruPoc/VSITQi6JN+DP1mfcP4TfX5PMKNkDXvcP6ix1HYldiNrq7rgn3lA/DgrI8yENyeUbz3IxWGLfYGK4a7oKyPIzOSefEMLZQwZjcDNy/qRrPzy3Fc58cCRknjdi8cBLcXi9+OGXhhK5FU0ycLUmlBWDnAfdMHobFUwsgl8vQZndhcIYOjNuL1+6eGOQtFypEV59qwdJpI8NsN9A7dlfI2P7rq/NRyeM5V2EywuHycNfBjq0PXT8Ci6fK0Wxj4Pb48F1IDkHK6xcdaXo1Vs0sCttsDBRg3144CT4fkKRN6CU/QfQaEtqS/vnPf+Jvf/sbrrnmGvzyl7/kXi8pKcGhQ4ciPs+ll16KNWvWwGTyhzm88sormDlzJqqrq3HppZfiu+++w7JlyzB69Gg0Nzfjt7/9LW6++Wbs2bNH4swEQRDdT5pOJbjgfH5uKVJ1KskFxrJphbinPC9ICJg/aajg4q+q1gy3x4chBv8EdvFbe1GSkx4UyhnoQQMAWaka+HzAcbMV44dmQimXB+UPC13oHjdbwxL589HqcGP59EKsevcA7+KdLxcae85ykwE2xsO7i85eZ7vDjYFZyUHCQ2h+OfZYn8+HR24swNoPDglWGl370xKugl+0Ylhn8msFEgvvtf5EpB4+0YTRnWt1hAlnQLCQXV3fzPVdsd/FYmOwZHONYOgWm/OosjwPTrcH1fXN/tAxr0+wvVV1TZjf5sTCV79DucmANbeUoGy4QTCk9CdDMjAwVYtVM4twzGwNE6vWzS3Fcx/X8n9XrRm/uSYfb/7yCqiVciybVsgrtO3uKP6xfm5pUJEDIbGN9a65P8Q7rdxkQEYE1RojEULFfvOqWjN+fZVJ9Hu64h3WX+w4EruSslGby4PN353G728djXaHO+rnZrTCeCQe3myhAgC8/b2qzoynth3AozeOxMjsVLz5y0kwW53I0Ku5fi4VLp2mU+HTg+fg9vpQmpMOALg0Q48UjRJpGeHXnaxVBnmUbdx1HP+673I8FlA5EwjO+bl0WmHHGO1BskYFG+NCaW56mBC4oHwoFr0WbIv1F4LTKSwoy8PhhlYYyvM6dd8JPxfamSAv+cBnsY3xoM3hhs/nQ06GePgtQRCRkdDi2Y8//sgJXoF4vV64XJFPQmbMmBH099NPP40XX3wRX331Fe666y58/PHHQe+vW7cOEyZMQH19PXJzczvXeIIgiDiRpFEKLjhlAP7wszE402Ln/3AHDpeHm4iyC5ZfXD4Ei6aYeL3ZbIwHzTaGW4z/7tbRsDndmF16CVZ25F9jcxaVmwxYPqMIa94/iK+OXeA85LJS/UNOaG4jlg3zxgGQXiS02l2Yt/E/qCzPwy+vGg6FXIZkjRIf7D8rWNBAo5SjrGOB3eZ0i56/2cbAYrsofrTYXJg/aSjmTsgNuye76pqwRCYTFh3rzLAHtKezyeY7u2iIhfdafyJSD59owuiarYxg/2ArogF+8XnckAzR3yUSr5sxc9PDxCXWtgD+MMkMvQpTCgbg9olD8MS7/tDoJW/XYPFbe7F2TgkWTy2A1elPgJ+RpMbAVC0sNgbLeXIvSonf59uduCRdB3M7g5KcNCzZXMN7XFWtGY1tTmSlaHDTqGzMnzQUmUlq/PGjw7xebUBweHa5yYDVs0dhYKpWtD2RCqFSv7lUFdSueIf1FzuOxK6kbDRdp8KqmcUYmKrFwFTh44TCA6MRxiPx8Gb7o1alwPRR2YJe1X4R24G7XvFv3JeZDLj/6nzufbFw6QqTEQNTNRibk4G/Vh0NqybK57lldboxvywPPlwsLHC6mX/ewI7ZU0ZkQa9WYMfhRlTXN6O6viVsI+xcqwM1P1rCxuHQdAoyIKjv9re8frEi1KNMFpLzL1njf99FBQMIIiYktHhWVFSEqqoqDBkS7Kr8xhtvoLS0tFPn9Hg8eOONN2C1WnHFFVfwHmOxWCCTyZCent6p7yAIgogn7Q634GJ8V10T2h3uqMJ8Wh0u6NUK5BmS8M8vT/B6sz2wqRoWuwt3vbIHerUCy6YXYmxuOmyMB8unF0KtkMNiZ6BWKvBji50TzgK9RBZNMQlO/qcUDADgX+RnJqm5vC2hBCZSXr+jjgt3qyzLEyxoUGEyYECKBqW5GXhgUzVev/dy0Xtjsbtw/6ZqPDmzGB6fDytCkjSHehVYRfKvAeEeJ10RwzpDV73X+hORevhEZ1/iYq2D8eLagizMHnOJ5O8iJS6k6VX4PY+4xCLkuVWRb8T/XO8P+zS3M1g8dSTWzS3lzYFYkW/EmtmjkKxVYtXMIizfsh/f1jcHiOQa0TZemqHDs+8fQlVdE164Y6zosRa7C3KZjKsuuGHeOMG8T7vqmvD4tEJMzjciVXtR5JMiUiFU6jdXymUxybUlRH+w40jsSsxGK/KNGJ6VLPm7i4UHtjsjF8alxOzAdAFpOpVkX1Mp5dgwbxwnamsDCmwIeYKWmQyYVzYUa7YfxF0Vw1Bd3xJ0TiHPLYvdFeYFfmmGeGikw+XB2VZHULEPsY2wwDaGplPYVdcEh+uioBOvvH59PYeaVqlAdX0z77ztta9PQqOUQymXoV1i05AgiMhIaPFsxYoVuPPOO/Hjjz/C6/Xi7bffxuHDh/HPf/4T27Zti+pcNTU1uOKKK+BwOJCcnIzNmzejsLAw7DiHw4HFixfj9ttvR2qqyJYVAKfTCafTyf3d2toaVZsIgog9/cEuI5lk5hmTIg7zSdWqUFmeh1Xb9guGli2dNhLVp1qCFt/sghYArhuZhZU3F8FidyFJrcQvLh+KOyYOwatfn+TOITT5v6ZgAB6dOhJ7TlzAwFQtGtucWDajEE++uz9MtOILy9xd14TFNxZgxYwi3s/MK8vDbX8Lrs4ptoNffaoFO2vN2H3UjO01Dby50YCLXgWpErlEEiEfUXcLdoH0JpuM1MMnmjA66f6hREG2+Hzj4rn4+xLrTaZRKXDHxCG4q3xYkIck67VSmpvBHzZWa4bX5w/7XL+jDm0OF4zJaizbug/f1rcEeaQmqZWwOFxY/HYNvq1vxn1XDsOy6YV4ctt+SZG8It+ImtMWzkalvEz1akXQ807Kq83p8mBCnkH0mFAiFUKlfnO5XMZbBbXC5K+QHAv7i6UdJ6JdRmJXUjYqJZxJhQc+ObM47DOB3pourw9Hz7fDmCTtjcj218n5RijlMsn+rpDJ8F+vXEwZs3p2MZffMzTlAeAX5D47cp7byLG7vUHeboHXFuq5lapVhXmBi9luucmAL441cc+BSK4bEE+nwApiUlXBgc6No70xh1o0dmmxMVi2hT8lgAzAIzcWoMXGIJMnxx1BEJ0jocWzGTNm4F//+hdWr14NmUyG5cuXY+zYsXj33Xdx3XXXRXWuESNG4Pvvv0dLSwveeustzJs3D59//nmQgOZyuXDbbbfB6/XihRdekDznM888gyeeeCLq6yIIIn70B7uMdLH3+LSRmNdsh0wm4yajfGFhxmQ1V+KeDza07Kn3DqKyPC9s8a1XK/DzCbl45K29YYvGeWVD8dWxC7AxnrDJf6pOBbfHixStEhfanXivpoH7vF6twNJpI7F46khcsDFI16u44gR8k8DTLXb8z//7wf+Zm0bC6nRDp1bA7fGh1e5GZXkeNu46jp/kpuNQQytvdb5ykwEP3TACc//+FQBgYKpWMDca61UwOd+IjCT/gm/PyeawcLhzrY5OeZz0pd3y3maTkXj4RBNGl5GkFqxWV24yICNJOicX2xcyk8LFBbGk+6yHJCtc61UKUTtnF+WpOhUsNhceuaEAchnQ7nRDqZCjqvY8ZDLgP8cvcLbj8vjwRIDw/vp/6vHq3ZfjyW37g6653GTAkzOL8dP//YJ7TapyZ5JaCY3yYtVPKfGhMwvsSIVQsd98Vcd13XnFEDx6oz8M18Z4oJTLsKvODCYBQ6YS0S4jtauueOFJhQcyHm9QfzAmq/HSvPH4w4eHwsIhH582UvS7NEo5KvKNWHi1CVOfrxIswgH47ePLY8GvP/XeQWycPx4A8G3A+AL4x6dPDp4LEplCvd0CCfXc4uv37HNChpDiAB0VeNnx+4ph4gL1MGMStiycBK1KgW01DYLjdqpOFXVV8EjprTnUorFLczsj6olb2c7gknQtrC6P5LyRIIjISGjxDABuuOEG3HDDDV0+j1qt5vKnjRs3Dt988w3+/Oc/469//SsAv3D2s5/9DMePH8eOHTskvc4AYMmSJXjwwQe5v1tbW5GTk9PlthIE0Xn6g11KLfa0KnlYgvuKfCO2P1CBDL0qbMKYpldDLbEoPd1sh43xBIVrsFSW5+G1r08GJa1ld49f+/pk0E544E73loWTcEl6ElpsDNb9uy5oQWFjPHhs8z6UmQx4amYx3F6f4KIfABduwi42Xtp5DAWDUzkha9JwA6YVD4K5nYHb68P/fXUiqL1pOhVStEpUvvwNN8mX2l0HwHk6rJ1TgpMXbFi3ozYsHO7KywYgLYpcvZFW/ust4lpvtMlIPHwiXcAPTNVi9exReGzzxQqverUCy6aNxNghGTjTYke70837G4b2Bb1agY3zx8MHcK/xCdpAuIfkA5uq8c/KCaLXlKRR4uX54yGXAWcsdvyt6hgKB6dxdjQxLxOD0rT4vy9Pcp8JfSbcNiEXaz84iDG5GVgQksT6qfcOYO2cEi6xv1go2v1T8pGu9y/42OedmNjW2dDIaIRQod/8RJMV5nYGz31cy1ss4arLBkTdrniTqHYZqV111gtPylvM6nRz/WHPyWZsnD+etyDMzlozpta3CFZ+rjAZMcSgx80l2dy4ItTf2Y2mUO8sG+NB5cvf4P/ddzn0aiVWbN0XPL6YjHjtnsu5cGvAb8N8HlyhwjJfv7cxHvzrP/VYO6cEDpeXu/8enw+z/rKbu4brCwcKbghMzjciO03LFSPa25Fmge+4JI0SD73xQ8RVwaOht+ZQi8Yupfqyz+eDXqVAY7sTyckJv+QniF5Br7Ekh8OBf/3rX7DZbLj22muRn58v/SERfD4f5xbLCme1tbX497//DYMhMpd/jUYDjUY8twdBEN1Lf7BLscXe6tmjsIIniXdVrRnLt+7Durn8+SKlKtJdkq7DxvnjoZTLwt4bl5uBMTnhScrZcA2lLPwzgD+B8vk2B5QKuWhCdbvLg0vSdYKCYZnJgJrTFlR2VO36286juH3iEN6KfI/dNBL/tfE/uG1CLkpz0juS6brx5bGmsDARKS+X3Ew9V0VTr1bgLzvqeMPhotnljmS33Mp4elUoSm+0yUjFyUgX8LmGJPzhZ2PQbGXQ7nTDkKTG8q37sSSgsh2fQBr6O7OL6WXTC7F8eiHaHH4Py0i8yX4yJANpOnHvA6vTjepTLThjseOTg+cE7eileeNx+9+/4q2Oy4ppOw6d5/2OBWV5QV4lgd6oSRolrE43GtucGJqp5+4t+7wTEh+6mjg/Gk8mvt88uUO4ECIRQrdDSWS7jGeYeSSe22x/aLG58GOLXXB8enLbAWy7vxzLtu4TyEN2CLdNvFh4jK+/a1UKpGiUqDvfjvW3jw0LWbQxHrg84bk3AX9BGh982Dh/PJeawOp0B1W1fH5uKV7/Tz2vsBxpvz/a2B7UnsqXv8FL88ZDhsNBuUlD7TBwrrInxHMuJ0MPB+PBtyebee9taFXwaIlXDrV4E41dSvXlS9J1sLk9yOwQMmFIikUTCaJfk5Di2cMPPwyGYfDnP/8ZAMAwDC6//HIcOHAAer0eDz/8MD7++GPBhP+hPPbYY5g6dSpycnLQ1taG119/HZ999hk++OADuN1u/PSnP8V3332Hbdu2wePx4OzZswCAzMxMqNWJtytBEAQhNOltsjL45GAj72fEdltDy9YHUmYy4KMD57B+Rx1evXti2PtCScrZvx+6fkTYZ8pNBmyracD6HXV4/R7xBP42xl8ZdNXMYjwekt8jMJ9KoDDI54mzq64Jz7x/CG/9chKabQxStCoka5V4+I0feEW5c60OVJgMvGERk/ONyEq5OMH1h090fZdbare8xebC0q37el0oSm8iXnly/NX//FUqF22qDusvob+hUF+wMR4sebsGH/62As99cgRzJ4hXBXe6vSgzGfDEzUUw8IR9srBJvdnFbeHgNEE7kuEw59EWKjJLeWxa7C68GuCRynqjVuQbsXx6IQYkazBuSIagx5fV6cLqWaPAeLxoc7ihVysgl8tgd3mCquRGS1cEm2hy4BE9SzRhuuZ2Bi12YZGFrUJdWZaHhVeZYLG7OC/Li3nIPILe16/fezl+9+GhsDEtUFwGAKVCJhqe9yuHPzVBdX1zUGJ+NvfV07NGCV5DJP0+9J6Z2xnc/vevUFmeh19dNRxalQJpOn7hjbVdtvhIqGd26LUGElgVPFqiKerSWzEmq0U8Hw3Ye7oFJZemw+nzIknT+6+XIBIB8W31HuL999/HNddcw/396quvor6+HrW1tWhubsatt96Kp556KuLznTt3DnfeeSdGjBiBa665Bl9//TU++OADXHfddTh9+jTeeecdnD59GmPGjEF2djb374svvpA+OUEQRA+RpldjeFYyxuRmYHhWsj9MQmSiDwjvtrJl68tMwZ63rDi1cddxAMCXx5pQHnKMUiET9RxTK4KHmnKTAfMDzqlWyrBoigkb5o3DC3eMxcb547Foigl6tb/SGOstY7EzKM3N4I7bMG8cV0GT9YBxur0ozUkXbE9VrRlur4+7ZwNTtVgzpwST841h152dpsOC8vB7UpFvxIqbi9BkZfy7uYjdLrdkSBHjlgxFITqPlOcf+3t3BSmBtKHVAYuNkewLp5vt+PZkc5CIy0dOpg6luRkALnqC8PX3R24owLjcDOjVSmSlaHB94cCwyn0sVXVmTmSrPtWCCtPF80l5bGqUfk9T9vOAX7R4dk4J8gemcM+yUNjnXUlOBoYYk5CkUeK5T47gxj9X4frndmLKHz7H/ZuqcabFLvr9gP93PtrYjur6Zhw9397l31XovnbVI46IHexvfqLJilUziyP6rVodLsn+nKpVQadS4I6XvsbCV7/DXa/s4URhAGF9PRCP18e76fSP3cc5T+oykwHNVvFngcXuwhXDgsdqll11TWhzuiO2DT74+reN8WDvqRbkGZMwdoh/PAXAa1cOtzesai/gH48DrzWUrghcrODHR18RtNP0aqy6uSh8jmIy4qEbCvDsh4fhA9Bqd/WJ6yWIRCAhPc/q6+uDEvl/9NFH+OlPf4ohQ4YAAH7zm9/gpptuivh8GzZsEHxv6NCh8Pl8gu8TBEH0Jjq72xpatp4NnwrcQQcCEgrLZJwAIDWxb3O68drdE6FVKaBXBycQ1qsVUMjlgqXWX/9PPScOJGtUonnP2EWOlOdLqJAV6sWnUyvwXX0Lfv2aP/SlsjwPi642QaWQg3F78cWxJsxYt4tLZLxmTknMdrmlzmOVqJiVqKEovYXuyJMjJYodO2/F6vcOSiYjl8lkeH5uKY6caxNNuv/h/nPYe6oF93QsUEP7u1oph9vrw58+ORIUalnB4wHDx8Zdx7F54SSs2nYAu+uaJIsAsJ4xaToVtiycFFWyd5auJAOPl2dhV5LYE/GFL3fgsumFeHzaSNg78oHx/VapWhU+PdQoWj02K0UjuWnFNyZVmIxhBQJY2HBrdvPK7RVfp2iUcnh8PkFbvWBjuuydLNW/hezqqVnFONNiF/ScEypy0FWBK5pchr0Zi53BozcWoM3hDvJ8/POnR7BmTgnsjBsp2vBctwRBdI6EFM/kcnmQoPXVV19h2bJl3N/p6elobuaPkScIgujPdDZ8KFmjDAoneeGOsVzelEDYnC1bf10GuUyGZhsDrUoh2qZkjRJqhRwDUzU40WQNEsAqy/Pw7IfhyZjZcJM1t1yc5IpdG7sovyRdhyGZ4tn5+YSs0NCVQalaTBpmgJVxw8p4kKZT4duTzXhy24GgxQm7IPndraNjErYl9fulS+Ss6guhKD1Jd+TJkRJINUo5l4xcqC9U5Bvh8/nwj93HUV3fIpCE3IB5ZXlcAnC+xZMPgE6lwLKt+8JCtqvqmuAFgkLOArkkQ4f37i+Hw+23B7YAh9vrw80lg/Hktv1BC+bAEGvAn2eR9VZhiTTXXGdFznhX4Itnri6icwjlDlzydg0m5xtFf3NjshqHRaozPzN7FNL0asmcoaHP7TKTAUunj8TsF4QjXFK1KkzIy+Q2tSpMRt7UAIHh1kIit9frw6IpJpTmpONIYzsyk9SdKjIj1L/F7OqxzTX4H57UDWLESuDqD4J2mk6NpSE591icbi+emlkMBU+uWoIgOkdCimcFBQV499138eCDD2L//v2or6/H1Vdfzb1/8uRJDBw4sAdbSBAEkZh0drdVrZAH7a6LharYGA/kMhmGZyXDYmOwfd9ZUU+TD/afxfoddZicb8SqmcXQqxXcJJ+veifLrromtDNuyWuryDdi5c1FON/qwNcnLqB4cKpg/raKCIUsK+MJyy1WZjLgL7ePxQ+nWzDqkrSgqqK2gAptXdnllvr99GoF5VaKI92RJycSERjwJyPf/kAFlm/dF9YXVs0sxgmzlbO5QK9RtrplniEJkAG/v3V0UP8L9RDZMG8cr60A4V4herUCleV5mDTMgPNtTrg8PpxrdeDKfCP2nmrhbJk9bn7HZ9N0Knx25DznGcPXV6PxCOusyNlbK/ARwkgJrl35zdP0ajwxsxgrtu4Lqs6crlNhiEGPSzL8GzVSmx5DjUnY8usyNLX7C5VVn2pBQ4tD1KPT5fFiwtBM/PXzY9i46zheu+dy+OALslVWkH7965MYnKblPU+ZyYDMJHWYd3csi8yI3eNddU14dKq4eJObqcenD14ZF4GrrwvaTo9XNG2G0+OFy+kGQMUCCCIWJKR49vDDD2Pu3Ll47733sH//ftx0003Iy7s4edu+fTsmTBAvt04QBNFf6cxua4udCdpdFwu9Ck2qfNVlA5BnTOI+yxLqabKzo+LnsumFWPJ2DQDpEMtWuzvo79BrS9IooVXK8cS7+/FJR8jZ/315krcSWJnJgCdnFvtzw4ksuIR20avrW6BVybHnxAX86ZPaoPPOLr0kZrvcUufpD6EoPUV3JH4XEkhD7cXGeNBqZ3j7AgCcADhvkkAhl63Ut2XhJIzpyHXGwte3pWyQRa9W4Pm5pbxVdYcZk/DM7FFYsrkGO2vNQUUAfn21Cf+18T+cUMDXV6P1COusyNlbK/AR/EQiuHb1Nx+crsPvbx3N+zxmx5F2pwurZhbzCt1r55QgO10HGQC1QobV2w9iV10TFk0xiW46fXGsCT+casH2B8pxweqCXi3H6tmjcLrZjpaA8LzXvj6JX1w+BDLIwpLHs7kM//TJkbDviWWRGal73Gxzic4nslI0NHZ1EqvTLfp+q92NgRJ5MQmCiJyEFM/mzJmD7du347333sP111+P+++/P+h9vV6PhQsX9lDrCIIgEp9od1uTNSrM/fvXnPeKUOgV38I3O10HvVqB1bNG+cMcnR60Olxh+dIA/4T98WkjOYFCOhlz+DDFXhu7cJo/aSgnnAHBlcDmlw3l8rc1tjnh9nlxwmzFsi37goS1wAVXY5uTdxe9sjwP6/9dxxtiuvKd/XhqZjEu2Bik6lTIMybFLfyrP4Si9BTdlSeH/Q0bLA4cM1vDKvSxJGlUgn1hiFGPv+86xpsr8IFN1VAr5Th6vj1IGObzEJGyQUOyBh/+tgIA8FRHXrNA2L9Xzx4lKPS9u6hctK9G6x3UWZGzP1Tg6y9EKrjG4jfns8Fo86hlp+tgZdwYk5vB5TG7uWQwnnzvQJjgxYrobCGc5z45gqpaM+fRecUwAxRyGcZ2iOOLXvML7u8/UAHG40X9BRsAv4dbs5UJymUYeq/4PO/4NpcAoLHNiRa7C0lqBZI0SqTrVBHdY7fHxxv6WkGbPl0mSSO+lE/RKmFziedKJQgichJSPAOAa6+9Ftdeey3veytWrOjm1hAEQfRtjMlqjBuSEbQQZyfqv7rKJFqKHgheXHx38gLuemWP4HfZGQ+3yPZ4fYK5XMpNBmQkXfQGC5zMJ2uUWN4RVjl3Qm7YZ0Pzt7329UnML8vDth8a8M2JC4K78M/cMopbeIQiFmJaVWtGq9OFBosDzTYX/nP8Aq66bACyYxASw0dfD0XpSbpLnGTPt3r7wahFIIuNwfIt+wWFrKXTRmL7vovh0qwwzOchIpXg/5OD/oIDi6cWiCb9bne6McTALxpL3btovYM6K3Ima5V47e6JaLG7gjz1AGDZ9EJ4fT5U1zeL5lsjEoNIBdfOCq3ReicL5VELPA8rVN8fUDDn1bsnYv6koVy4daiIfrrZzn0PO66t31GHMpMBpbkXx+zJ+Uak6/1ill6twMkmGwqzU2FIVmPRFBPnkRpKqG3xiYL/mD8e63fUhuUwvH9KPoZk6kXvcbnJwNlZYGh5uk7FVbwmOo9aLhd9fqsVcjRZnT3QMoLomySseEYQBEF0H2l6NZ65ZRRONtmCFpaHG1pxx4TciEWgMy12OFziYWBs5Sd2cfH07GI8trkmKJdLucmA1bNHYWCqljc0pyLfiHmThuKLo02SnjNDMvUYn5eJfT9acM3IrKCQy0B21ppxsolfOAOkw9tOXbBzRRbKTAbkGZOgVytoAd4L6S5xsrMikLmd4RWcAb+QtXhqAZ567yCAYE8cPg8RtoIu+1kWvjBSMdodblhsncsZ1hnvoGhFTr7nSJnJgPW3lyJZo8S6T+vw5LYDqCzPQ2lOOk6YrcjJ0GNganxCyiItjkDw4/H5sGHeON6QZeCiKNQZG5MKB41UuBPqc4FVbC9YGdHNJiEC8xFOzjfi2TklANDhWV0TJnQJVc4NtC0+UbCyPA/rdtSG5UVknxXTSwbjpuJBgvf4qVnFXKGdQKFv7ZwSEs5igMURXG2TtYUDZyy4feIQtNgY8qgliBhC4hkRd4pKxqChoUHyuNa2tm5oDUEQfJxpsWPx2zVhAtUzs0dFLJyxE+/ROekR5UtjyTUk4Q8/G4NmK4NWhxupWiUyktQYmKoVDM2pqjXD6/OhsjxP1HOmIt+Ijw+eQ/ElafjH7uO4bGCK6DW02F040NDKez4pkS7wfS6UbdYoWhATonTG003KU+t0sz0sXNrczvB6iLAVdJdNG4n/vvYyNLY5wzxgFk0xgZEQjxVyWacT7nfWOyhSkVPoObK7rglymQw3FWfj2/pm3pxusUyszhJNcQQinDMtdjz5bng110CBKFAwiMbGIgkHjcRTUqzPARer2EqNX2wBET5StCp8+uCVMCarYWU82L7vLLbtPSPokRpaOTfUtvhEQTGPa1bAM7czGJ6VLHiPhXLGEV0nXa/G0i3B1TYrTEb8zw0jcPcr3+DVuydCrRCfuxAEETkknhFxp6GhAdc/vUXyuDcWTYl/YwiijxEL7wUxgeqxzTURJxRmJ97fnmzm9WQRy28yMFXLuwsttsPPTtzv31TN+32T841YcXMRtu09g3/sPh5WOZCPSzN0SFIrce3IgQAOBZ2vsc0ZlpCZJbBKYmD7rAHVQglCiGg93aQ8tfgWS20OF4ZnJfN6iJTmpuMnQzMx6y+7eT3MSnPS8cWxJtFFfpvDBb1a0amwR7FKuituLkKTleGO68wzT+w5UlVrxvxJQ1FZnsc9JwKJZWJ1IPriCEQw3P0TEYj2nmoJE1wjtbFIvMoi8ZSMZOwC/J6fG+ePh1wmCxNTV80sxk3PVwl+jyFJzVW9ZvN/ilVeDBz/KvKNWD17VJBNNVkZbJw/PsiLT8rj2un2Bnn5SaV1IGKHP3x/X9hvXlVnhhc+PHjdZVAp5GC8kRWFIQhCGhLPCIIgeimx8l6INlm3EOxuPOvJEpjfRKOUIzdTH3UOMKkdfqfbG/Z9AJCbqUdWigZNVgbFg9Pw3Mf+UE2p/E4fHTiH9TvqMKVgAB69sQDmdgYOlwcapRz5A5Jx5WUDJKskBiIV6kYQnUHMU4tPyAUuhmcFeuE02xhY7P7iHu/va0Bpbrrg4lssvHPFjCKs3n4gKDF5tM+iwHa12Bk4XV58cawJM9btgo3x4LqRWf6E7Fv2Rf3Mi+Q5IuZhE81zUIpYPW/7K1Ki1K+vMuGOCbmdvoeReJXlGZMkPSWPma2i50nTqbBl4STOE2u9QLGNnwzJ4L3eigCvMfae8OX/DCRZo8QLd4zlPEvXvH8Qj9xYEGZTgV58kXhcU1hgz+AP3xcWSxdPLcAFqxOGJKq2SRCxgsQzgiCIXkgsvRciTdYtVIGLfU2nVgQlJg5diH764JWRXh6H1A5/us7/Pvt9bC6VQJHueMAiJtL8TjsOnfcvqDsSMgcmgf7draNxtLEdLXYXcjJ1+HD/Od5cMoB/gUQQsUbIU6vcZMB8HiE3NDyL9QSx2Bjcv6kaOzsq+Ql5cF6aoeNE6nsnD8N/X3sZ3F4f9GoFZJDB5fHgq2MXgr6zM88i9riV7+4Pe7aNyE7Fks01qK5vwaIpJpTmpHP5rj4/ch43FQ8S/B6p54hGKZf0sAlNrN5Zoi2OQAQjdf+0KkWXCrVE4lUWSR61VC0jep4Mvd9rLBC+qpf3TzFhavEgDEzVcv39rMWOywYmw+H2wtzYznmMGZP9xQKENm3anW4uLycALJpiwpLNNaJhntWnWlBhMvCKNGUmAxrbnBg3JEP0Won4EEn4fp4xCS7yPCOImNErxbPHHnsMZ8+excaNG3u6KQRBED1CLL0XIlksCCXt//XVJlS+/A03WS8XSEwslrdIDKlcSMOzkvHpg1cK5lJJ06txacbFhVSol1qSRgmr0x1W4Qy4GOYSmli63eHG7S99DcC/+Kiub+ZdrFTkG5GVQju+RHzgy+OkVcmx8p39YbbH9l8+AXztnBI82iECsLbx66tM0KjkSNepObudnG/EnpPNKL4kDc99ciQkxw6/3XfGk0ro2Vaak86J36F5ycpMBlwxzCD4PVLPkcY2p6Stxsq7pjPFEYiLSN2/rm5YRJp/TyqPWmfz+AXSZGXQ7nRje01DUML+CpMB44YW4fG39+KTAG/PCpMBG+aNw12v7Akbk/g8UiPJZ3b/pmr8Y/54ICSslK22OTRTT56SPYSkLWhVUMvlcHpIPCOIWNErxbMff/wRp06d6ulmEARB9Bix9F6QmuQna5V46I0fRJP2sxPwXTyJicWqmonlL7LY/DlYVtxchJXv7A8L1WKrdQ1MFb++QanaoOsL9IpjFxpCpOlUYZ4zgfdeyJNNqloiQcQSHwDI/GFZQsm5xcK8I0mmvmZOCT4/cp43L1hVXRO8CE9IDkTvSSX0bHO6vYJ5yXbXNWHZ1n1YL+DlJuUpBACfHTkfVaGTzhILUaU/E+/7F011TrFcXp2p8hk6HsplwIZd/Pa26t39GJObESSe+b3DZFg6bSQe27yPe52tTh3qkSrlbZmiVeHdReVcWGljmxMWuz+3YZJaiXS9isa4HsSYrBbMw1puMiBDr4bT40G7k9JHEESs6JXi2SuvvNLTTSCIhKK1rR2ZAwZKHpednY39e7+Pf4OIuBNL7wWpSb7V6Y4o8THLrromLJ1WiGsLskQrawkt5tfOKYEP4N7TqxWoLM/Dr64cDo1KjlStCmqFHI1tDthcHsmE4WLJyAfxFCkIJINncRR47/nyuw0zJiE7TUuLCiJmBT34ziEmhoWGg0US5h36mVAGp+swbkgGlrxdw/u+UEGOaD2phJ5tGqVc1FOmSsLLTcxTqKHFDqVchhXTi/DktuAqjrEWwjsjqhAX6Y7715kKuJ05T6BtJ6mV+La+GU9uO8B5jb1290TBHIS76pqwgMfequrM+M21+dgwbxwAfxEcrUqBqX+uCvNGk8pnxhYkYOnMvY3FM5DgJ02vxqqbi7B0a3i1zYduGIE7N36N/7trItJ0vXK5TxAJCVkTQfQBfF5vRBVNP3p8VtzbQnQPsd59F5vkV9c3i36Wb/fa4fJgTK5wHhSxxfxnR85j+94GVNUFe4qxVclWvXuAew+ILGF46PXp1Ap4vD58dOCcaAVBvvtoTFbjupFZGJGdGpR36bv6ZhxuaMXvbx1NiwMiJgU9hM7xzC2jsPjtmohzHnY1zJtdADfbXGHV+AIJfRZ05lkk9GyrPtWC0px00c9KebnxeQpZbAweCRHq53cI4ek6FYZnJfNWAu4KsRJn+ivdcf/CvI1l4a9Hep5IN4/KQsKfW+zShS748Pp8GGpI4u6JxcZg3JAMXpsqNxmCQkJZYuHFF6uiRoQwF2wMSnMzgoozVZ9qwdy/fwUb40G7w42BqZQ+giBiRUKLZ88//zzv6zKZDFqtFiaTCZMnT4ZCoejmlhEEQfQs8dh9F5rkR5JsOxQpbxOxxXxWiiZIHGOpLM/Duh21YUJXpInJA5OkL9pUjbkTcvG3nccECwg8cXORYAjYsumFWLK5JsgLptxkwOrZo2gBTMSkoIfYOU422aISw7oS5h3JIp8l8FnQ2WeR0LPtcEMrZpRki362M/nCAp9FQoVOpELDO4NYyB8hTbzvXzyFHyHb3h2S9iCSSpd8JGuUYR5jQja1evYoLN2yL+ZefLEsakQIk6RRCnrjAkCKTolWhxsWG1XxJYhYkNDi2XPPPYfz58/DZrMhIyMDPp8PLS0t0Ov1SE5ORmNjI4YNG4Z///vfyMnJ6enmEgRBdCvd5b0g5uXGl4Q4kh1rscW80G66WMhWNInJ2cXy/ElDecMu2Z1bISw2Bo9v2Rcm4u2qa8LSLfu6tCigEJe+QSwKeoidQ8ojJVQM4xPAWS+r0px0uLw+HD3fHtbfIl3kA367Nw1IxpaFk7r8LBJ6trHfE8t8V1T9sm/TmWdqvIUfMdsODH+uPtUi6BldzjP2Av6iAUnq8OWd2HwhHvOIWBY1IoTRqxSC3oPlJgN0SgUabA663wQRIxJaPFu9ejX+9re/4aWXXsLw4cMBAHV1dbjvvvtw7733oqysDLfddhv++7//G2+++WYPt5YgCKL76Q7vBbGcYWy1TZZId6zFvNmEdtOlkhtHushlF8uBC5NQUW5yvhH3lIfnkwHityigEJe+QywEGbFzSHmkhHpghQrgerWCt2plaH+LdJHP2n12ug5DkCR5bZEg9GyLtcctVb/su3T2mRpv4Ufq+cCOdWxBGjlPpcvlM4qw5v2DQZ8rMxmw4uYipOv5+6yQTcVjHkGidPdgZdyYX5YHH8K95+eX5cHGuKGUy+h+E0SMSGjxbOnSpXjrrbc44QwATCYTfv/732POnDk4duwYnn32WcyZM6cHW0kQBNH3EfMEeXdRedQ71mLebI1tTt73IhUMpDwN2MWyUKXMComFeDwWBRTi0reQEmSSNEocbWwX9YYRO0f1qRbBKmt8HlihArhQ1crQ/ibV11O0Knz64JW8dh8vL8pYe9xS9cu+SVeeqfEWfiJNhWBjPPjXf+rx+1tHo93hRpvDhSSNEntONuP2v3+F2ybk4o6JQziP6cZWB/QqRdw9nyM5jkTp7qHdIew9/8CmaryyYAJ2HzVjRsngnm4qQfQJElo8a2hogNvtDnvd7Xbj7NmzAIDBgwejra2tu5tGEATR7xDbte7MudbMKcGKrfuCEu9n6FUYkqnHlZcNCPMuaWxzSgoGkXgaBC6WQyedkSQIj8eigEJc+hZigkxFvhF7TjYHVa3k84YRO8fhhlY8M3sUHttcE7EHFis6NVkZMG5vRCHQUn09tBofS7y9KGPpKUPVL/smXXmmxlv4iTQVwuR8I1bNLMbAVG1Q3r0kjRLv1zQE2XBFvhHPzB6FwRn6sHNGInZFarORHkeidPeQolPy5moMfL++yUr3myBiREKLZ1dffTXuu+8+vPTSSygt9XsHVFdX41e/+hWmTJkCAKipqUFeHn9oDUEQBBF/OuthMjhdhxUzirDk7b1hoWNr55TwepfwiWrs8QDw6Jt7w4oNhHoahC6WA3M2rZ1TIllZL1mrFM0xkqyNfmilEJe+hZggszAk1Bng94YRO8eqmcXITtfhd7eORrOVQavDjVSdEhl6tWj/TdOrYWU8OG62iraf7W+dWQD3Ri/KJLUCy6YXosXuQrJaAb1aiXS9KuHaSUROV56p8RZ+0vRqrJ1Tgs+OnEdWioar2Hyu1YFJwwyw2BnMHnOJoEdlNN6XQmLXqpnFsNgZJGtVSNYoI7LZaGybROnuQSGT4dqCLBQMDq/+fehMK9weHx68fgTdb4KIEQktnm3YsAF33nknfvKTn0Cl8u/yuN1uXHPNNdiwYQMAIDk5GX/4wx9Ez/Piiy/ixRdfxIkTJwAARUVFWL58OaZOnQoAePvtt/HXv/4V3377LZqamlBdXY0xY8bE7boIgiD6Cl3xMLHYGCzZXIMqntCxRzsm4qFeLWl6CC4aDp9t5a3SyZ4z0NOgK6FfVqd4jhGrM9xjWgoKcel78PUxpVyGqc9XBVWoZOHzhhHrp52xPXbxO3/SUNG2s/2tMwvg3uZFKXYf08KdeIheQleeqd0h/PgAbN/bEDRmTc434srLBqAkJ0Py85F4X4qJXY9vqUFpbgbW76jDa3dPjMhmo7Xt7ipq1J+Ry4FHphbgiXf3h1X/Xj6jCDanC+1OWQ+2kCD6Fgktng0aNAgff/wxDh06hCNHjsDn86GgoAAjRozgjrn66qslz3PppZdizZo1MJlMAIBXXnkFM2fORHV1NYqKimC1WlFWVoZbb70V99xzT9yuhyAIoi/RVQ+Tzi6y+RYNFhuD08120faGehp0NvTLYneJ5hh57e6JUZ+TQlz6JqF9rLq+mVc4Y+Hzhgk9h8XG4KTZiqVb+IVnMdtjbW50TrpgFb/Q/hbtArg3eVH2Ri85IjK6+kyNp/DD9TsJL+muEmnBD6nqvU1WBjjfDo/PB71aIfgMi+T5RcQWtVyOJVtreKt/r3p3P1bcXIQWW+I8cwmit5PQ4tnnn3+OK6+8EgUFBSgoKOj0eWbMmBH099NPP40XX3wRX331FYqKinDnnXcCAOeZRhAEQUjTVQ+TWC6yze2M5DGx8t5K1arEc4x04nsoxKV/0FUPQ9ZLav6koWHCGYuY7bE2F22xjGgWwL3Ji7K3eckRkROLZ2q8hJ/u6neRVvWUKsbT5nDhZ3/9EhX5Rjw/txQPbKrmFdASybb7C21ON28KCcAvoDkYD5I1Cb3cJ4heRUJb03XXXYdBgwbh9ttvxy9+8QsUFxd3+ZwejwdvvPEGrFYrrrjiii6dy+l0wul0cn+3trZ2tXkEQXQRssvuo6vil9SELimKCV+rw4XqUy2C3jQVMfTeipeXWF8NcSGbvEhX+k6gl9TcCbmi3yNke6ywZWP4K7SZBiQju4sJ/XuTF2Vv8pKLNf3BLhP1mdpd/S7Sqp5iY2dgAYOqWjN8Ph8qy/PCNo8SzbZ7K9HapVXEkxnwP+vT9eLiKEEQkZPQ1nTmzBk88sgjqKqqQklJCUpKSvDss8/i9OnTUZ+rpqYGycnJ0Gg0+OUvf4nNmzejsLCwS+175plnkJaWxv3Lycnp0vkIgug6ZJfdR1c9TNQKOcpMBt73ykwGqBWRD1GpWhU27jqOBWV5YecsMxnw5MzimFbnWzunBM/cMgob5o3DC3eMxcb54/HMLaPwbBe9xNL0/uqFY3IzMDwruccXebGAbPIirDfM5Hxj0OuReMMEeqtIeYoI2R4rbAHgvCfvemUPFr76HV754gTS9eGfs9gYHG1sR3V9M46eb4fFJu7l2ZVr7G56k5dcrOkvdpmIz9RY9LtI7DLQ3kMJFMXYsbMi5NgykwELyvKwcddx7rVddU2YNCx4jE1E2+6tRGuX6br++wwjiJ4goT3PjEYjFi1ahEWLFuH48eN47bXX8M9//hOPPfYYJk+ejB07dkR8rhEjRuD7779HS0sL3nrrLcybNw+ff/55lwS0JUuW4MEHH+T+bm1t7bOTD4LoLZBddh9d9TBpsTNY0JFzJTTx/oKyPFjsDICkiNsybkgGrzdNY5sTGTyiQFcQS/ZMBEM2GUxnvWECvVXEPEXEbC/aULbOFgRJVI+fUHqTl1ysIbvsObra7yK1SyF7Z8fYBzZVA/AL6f/6Tz1+f+totDvcaLL67ZbN4xkaoqlVKfDpg1cmtG33VqK1y6wUDSryjbxhwBX5RhxqsGDUpenxaCpB9EsSWjwLJC8vD4sXL8bo0aOxbNkyfP7551F9Xq1WcwUDxo0bh2+++QZ//vOf8de//rXTbdJoNNBoNJ3+PEEQsYfssvvoak6ZZI0Kc//+dZDYpVcp4PH5IJPJ4PT4cPR8O4xJ0hPzwLYEhpPEakfcYmNgbmfQ6nAhWaPEnpPN+La+OegYSjLOD9lkOJFWymP7XKpOhUy9mkvWLZSzLJL+HqmwZbEx+PzIecyfNBRzJ+RCq1Lgu/pmbNx1PKJ+3hsShffnXIOJaJehfT6SZ39vJNJ+x3c/AERV5CLU3nVqBb6rDxbFJucbsWpmMQamajEwFUBjO3721y+F269ThVXCJmJDtHaZpldj9axinGq2o8Xu4p7Thxpa8eB1l8HqdEMThRc/QRDi9ArxbPfu3Xj11Vfx5ptvwuFw4Oabb8bq1au7dE6fzxcUU04QBEFET1c8TFhvMVbs0qsVeH5uKf6x+3iYICDl6dLVtojBt8tfZjLwJk6mJONELBDyLNk4fzwqX/4mLGcZAORm6pGVoolZIvRmmwvb9p4J8wpl+31f6ee9xUuur9NZL8feilS/E7ofq2YW49uTzbznFBp/Qu19UKoWE4ZmCvb3/uyR2ds402LHY5uDKy9XmIz4nxtG4C87ajFnXA4ykrw92EKC6FsktHj22GOPYdOmTThz5gyuvfZa/OlPf8KsWbOg1+ujPs/UqVORk5ODtrY2vP766/jss8/wwQcfAAAuXLiA+vp6nDlzBgBw+PBhAMCgQYMwaNCg2F4UQRBEH6OzHiahu++V5XlhwhkQnUdXrL1dApO0B8K2kS9xcl9OMk7EH6E+t7PWDB+AZdMLseTtGi5nGeut0tVE/6FtWLalJswWA/t9X+rnvcFLri8j1uf7sjevUL8Tux/Ltu7jHXdYIrFLqf7enz0yexNcPwl5TlfVmeGFD6W5Gdiw6zhWzijqoRYSRN8jocWzzz77DA899BB+/vOfw2gMTmL5/fffY8yYMRGd59y5c7jzzjvR0NCAtLQ0lJSU4IMPPsB1110HAHjnnXewYMEC7vjbbrsNALBixQqsXLkyJtdCEARBhBO4++50ewQXBLHy6Io2LCgwSXsou+uaOK+fQChBL9EVxPpcVa0Zy6cXcvmGUnUqJGmUaHe4UV3fHLNQN3M7E7YgY2H7PfVzIlaI9fn+6M1rbmfw7clmLJpiQmlOOpxub1DY9PxJQwU/Gyu7JI/MxEdqfvLf116GjbuOw+P1dXPLCKLvktDi2RdffBH0t8ViwauvvoqXXnoJP/zwAzwe8fK8LBs2bBB9f/78+Zg/f35nm0kQBEF0AXYXvLqePxSFpaueLp0JC2qV+E6nOzgcgkJaiK4i1eesTjfG5GYA8Pfph974IeahblJtAED9nIgZUv2tL3k5RkK708WlMAjcUGLDphUyGe/nYj3+kEdmYiNlNxa7vx85XJGtlwmCkKZXZBDcsWMHfvGLXyA7Oxvr1q3DTTfdhD179vR0swiCIIgYkiqxY96VHXWpsCCLjelUmzTKi8MohbQQsSBSO+hsn45FGy7N0FE/J2JGPJ/9vZF0nZo3hcHuuib8Y/dxDDHoMTk/OCKHxp/+h5TdAMA/dh9HBvUJgogZCet5dvr0abz88svYuHEjrFYrfvazn8HlcuGtt95CYWFhTzePIAiCiDHxTFLc2bAgqTaZBiRjy8JJFNJCxIxI7SCeoW5SbRiUqu3UeQmCD0pQHwzj8YYJZyy765rg9voopJIQtZsykwHVp1qwu64JjIcKBhBErEhIz7ObbroJhYWFOHDgANatW4czZ85g3bp1Pd0sgiAIIo6wSYrjsaPe2bAgqTYNMSZhTG4Ghmcl08KFiAmR2kE8Q93iaYsEEQr1t2DanW7R961ON9L0agzPSqbxpx/D2k1FiN2UmQxYUJaHjbuOA/D3F4IgYkNCep599NFHeOCBB/CrX/0K+fn5Pd0cgiAIIkqiTczPEq8kxV0JC6LEyUR3E0mfi3eom1gbOmvfBCEEPWcvEm/bJvvtOwxO1+GpWcU43+aE2+uDXq2ADDLsOHyOO6a/hT0TRDxJSPGsqqoKGzduxLhx41BQUIA777wTP//5z3u6WQRBEEQEdCYxfyDxSFLc1bAgSpxMdDdSfa47Qt342tBV+yYIIeg56yeetk322/dQyGR47pMjQaG+bHGJf/2nvt+FPRNEPEnIsM0rrrgCf//739HQ0ID77rsPr7/+Oi655BJ4vV58/PHHaGtr6+kmEgRBEDyIJTFfsXUfzrU6cLSxHdX1zTh6vr1LSc2jgcKCiN6Kxcbw2kxP9Ol4FikgiGgRso3eTrxsm+y372GxMaiqM6OyLA8v3DEWG+ePx6IpJlTXt+Dl3cex8uYimt8QRAxJSM8zFr1ej8rKSlRWVuLw4cPYsGED1qxZg8WLF+O6667DO++809NNJAiCIAIQSmKuVyvw8wm5eOj/fY+qgN3R7tzxprAgorch5SXS3X06nkUKCCIa+roHVTxsm+y379Fsc2Hb3jO8XmcPbKqGw0XFAggiliSk5xkfI0aMwLPPPovTp09j06ZNPd0cgiAIggehJOaV5Xn4x+7jQcIZ0P073pRkmegtROol0p19Op5FCggiUvqLB1WsbZvst29hsTFYtqUmrDLr7rom/GP3cVSW59FvShAxJqE9z/hQKBSYNWsWZs2a1dNNIQiCIEIQSnRcmpOO9TvqeN9jd7wBUBJjguigM14i8U4EHu9E5gQRCbH2oOovCfTJfvsW5nYmbEOSZXddEyrL8ug3JYgY0+vEM4IgCCJxEUp07HSLhw602BmsfHd/nw3BIYhoidZLpDvC2LqjSAFBSBFLD6q+Hv4ZCNlv30LKDmQy0G9KEDGm14RtEgRBEImPUKLjdJ347qfT5e3zITgEEQ3ReIl0VxgbFd4gEoFYeVD1l/BPFrLfvkWyRtwH5pJ0Hf2mBBFjyPOMIAiCiCl8iY6TtUrBHe+KfCO+OMYfekBJjIn+SjReIt2ZCJwKbxA9Taw8qPpjAn2y376DWiFHmckQlvMM8BcN0CoVPdAqgujbkOcZQRAEEXNCEx0PTNUK7nivvLkIG3cdFzwXJbwl+iPReIl0dyJwKrxB9CSx8qDqrwn0yX77Bi12BgvK8lBmMgS9XmYyYEFZHiz2vuU5SRCJAHmeEQRBEN2C0I53k5WBjfEIfo4S3hL9lUi9RCgRONHfiIUHFdkN0ZtJ1qgw9+9fo7I8D5VleXC6vdAo5ag+1YIHNlXj3UXlPd1EguhzkHhGEARBdBtpev7FDSUxJgh+hGwmEEoETvRHIrENMchuiN6MMVmNcUMyeCuZU/8liPhAYZsEQRBEj0JJjAmia5ANEUT0kN0QvRnqvwTR/ZDnGUEQBNHjUBJjgugaZEMEET1kN0RvhvovQXQvJJ4RnaaoZAwaGhokj2tta+uG1hAE0dvpaggOQfR3yIYIInrIbojeDPVfgug+SDwjOk1DQwOuf3qL5HFvLJoS/8YQBEEQBEEQBEEQBEHEAcp5RhAEQRAEQRAEQRAEQRAC9Avx7MUXX0RJSQlSU1ORmpqKK664Au+//z73vs/nw8qVKzF48GDodDpcddVV2L9/fw+2mCAIgiAIgiAIgiAIgkgE+oV4dumll2LNmjXYs2cP9uzZgylTpmDmzJmcQPbss8/ij3/8I9avX49vvvkGgwYNwnXXXYc2ytVFEARBEARBEARBEATRr+kX4tmMGTNw00034bLLLsNll12Gp59+GsnJyfjqq6/g8/nwpz/9CY8//jhuueUWFBcX45VXXoHNZsNrr73W000nCIIgCIIgCIIgCIIgepB+VzDA4/HgjTfegNVqxRVXXIHjx4/j7NmzuP7667ljNBoNrrzySnzxxRe47777BM/ldDrhdDq5v1tbW+PadoIgpCG7JIjEgmySIBIPskuCSDzILgkisekXnmcAUFNTg+TkZGg0Gvzyl7/E5s2bUVhYiLNnzwIABg4cGHT8wIEDufeEeOaZZ5CWlsb9y8nJiVv7CYKIDLJLgkgsyCYJIvEguySIxIPskiASm34jno0YMQLff/89vvrqK/zqV7/CvHnzcODAAe59mUwWdLzP5wt7LZQlS5bAYrFw/06dOhWXthMEETlklwSRWJBNEkTiQXZJEIkH2SVBJDb9JmxTrVbDZDIBAMaNG4dvvvkGf/7zn/Hoo48CAM6ePYvs7Gzu+MbGxjBvtFA0Gg00Gk38Gt1DFJWMQUNDg+RxrVRQgUhA+qpdEkRvhWySIBIPskuCSDzILgkisek34lkoPp8PTqcTeXl5GDRoED7++GOUlpYCABiGweeff461a9f2cCt7hoaGBlz/9BbJ495YNCX+jSEIgiAIgiAIgiAIguhB+oV49thjj2Hq1KnIyclBW1sbXn/9dXz22Wf44IMPIJPJ8Nvf/harV69Gfn4+8vPzsXr1auj1etx+++093XSCIAiCIAiCIAiCIAiiB+kX4tm5c+dw5513oqGhAWlpaSgpKcEHH3yAYUk55QABAABJREFU6667DgDwyCOPwG63Y+HChWhubsbEiRPx0UcfISUlpYdbThAEQRAEQRAEQRAEQfQk/UI827Bhg+j7MpkMK1euxMqVK7unQQRBEARBEARBEARBEESvoN9U2yQIgiAIgiAIgiAIgiCIaOkXnmcEQfhpbWtH5gDxKrIAkJ2djf17v49/gwiCIAiCIAiCIAgiwSHxjCD6ET6vN6JKqh89PivubSEIgiAIgiAIgiCI3gCJZwRBEIQkFhsDczuDVocLqToVjElqpOnVPd0sgiASGHpuEERiQTbZN6HflSC6BxLPCIIgCFHOtNjx6Ft7UVVr5l6bnG/EmjklGJyu68GWEQSRqNBzgyASC7LJvgn9rgTRfVDBAIIgCEIQi40Jm5QBwM5aMxa/tRcWG9NDLSMIIlGh5wZBJBZkk30T+l0Jonshz7N+RFHJGDQ0NEge19rW1g2tIQiiN2BuZ8ImZSw7a80wtzMUGkAQRBD03CCIxIJssm9CvytBdC8knvUjGhoaIkoW/8aiKfFvDEEQvYJWh0v0/TaJ9wmC6H/Qc4MgEguyyb4J/a4E0b1Q2CZBEAQhSKpWJfp+isT7BEH0P+i5QRCJBdlk34R+V4LoXkg8Iwii0xSVjEHmgIGS/4pKxvR0U4lOYkxWY3K+kfe9yflGGJMpHIAgiGDouUEQiQXZZN+EfleC6F4obJMgiE4TaSjwR4/PintbiPiQpldjzZwSLH5rL3aGVHJaO6eEcmkQBBEGPTcIIrEgm+yb0O9KEN0LiWcEQRCEKIPTdVg3txTmdgZtDhdStCoYk9U0KSMIQhB6bhBEYkE22Teh35Ugug8Sz/oAVEWTiDWtbe3IHDAwguMi61ORni87Oxv7934f0TmJ7iVNTxMxgiCig54bBJFYkE32Teh3JYjugcSzPgBV0SRijc/rjWmfivR8FN5JEARBEARBEARBJBpUMIAgCIIgCIIgCIIgCIIgBCDPsx4iklBLCmEjCIIgCIIgCIIgCILoWUg86yEiCbWkEDaCIAiCIAiCIAiCIIiehcSzGOLz+QAAra2tERwLeNweyWNidS4WOi7+xyVy2xL9uEj7PACkpKRAJpNFcM7I7ZIgiK4RiV2STRJE90FjJUEkHmSXBJF4RGKXMh9rlUSXOX36NHJycnq6GQTRL7BYLEhNTZU8juySILqPSOySbJIgug8aKwki8SC7JIjEIxK7JPEshni9Xpw5cybi3YRoaW1tRU5ODk6dOhXRA7e3Q9fbt+nq9UZqZ/G2y56C+kvfprdebyR21hmb7K33I5bQPaB7AER/D6IdK30+H3Jzc/vNPe5Pfao/XSuQ2NcbqzlsIl9jb4DuX9foa/cvEruksM0YIpfLcemll8b9e1JTU/tEB40Uut6+Tbyvt7vssqeg/tK36YvX2xWb7Iv3I1roHtA9AGJ/D1i7ZMPD+ts97k/X25+uFejd1xvpeNmbrzERoPvXNfrT/ZP3dAMIgiAIgiAIgiAIgiAIIlEh8YwgCIIgCIIgCIIgCIIgBCDxrBeh0WiwYsUKaDSanm5Kt0DX27fpb9cba/rb/aPr7d/Q/aB7ANA9AOJ/D/rbPe5P19ufrhXoH9fbH64xntD96xr98f5RwQCCIAiCIAiCIAiCIAiCEIA8zwiCIAiCIAiCIAiCIAhCABLPCIIgCIIgCIIgCIIgCEIAEs8IgiAIgiAIgiAIgiAIQgASzwiCIAiCIAiCIAiCIAhCABLPCIIgCIIgCIIgCIIgCEIAEs9iiM/nQ2trK6iAKUEkDmSXBJFYkE0SROJBdkkQiQfZJUEkFiSexZC2tjakpaWhra2tp5tCEEQHZJcEkViQTRJE4kF2SRCJB9klQSQWJJ4RBEEQBEEQBEEQBEEQhAAknhEEQRAEQRAEQRAEQRCEACSeEQRBEARBEARBEARBEIQAJJ4RBEEQBEEQBEEQBEEQhAAknhEEQRAEQRAEQRAEQRCEAMqebgBBENFhsTEwtzNodbiQqlPBmKRGml7d080iCIIg+hk0HhEEESvoeRIb6D4SRPwg8YwgehFnWux49K29qKo1c69NzjdizZwSDE7X9WDLCIIgiP4EjUcEQcQKep7EBrqPBBFfKGyTIHoJFhsTNiACwM5aMxa/tRcWG9NDLSMIgiD6EzQeEQQRK+h5EhvoPhJE/CHxjCB6CeZ2JmxAZNlZa4a5nQZFgiAIIv7QeEQQRKyg50lsoPtIEPGn34hnO3fuxIwZMzB48GDIZDJs2bIl6P358+dDJpMF/bv88st7prEEwUOrwyX6fpvE+wRBEAQRC2g8IggiVtDzJDbQfSSI+NNvxDOr1YrRo0dj/fr1gsfceOONaGho4P5t3769G1tIEOKkalWi76dIvE8QBEEQsYDGI4IgYgU9T2ID3UeCiD/9pmDA1KlTMXXqVNFjNBoNBg0a1E0tIojoMCarMTnfiJ08LtmT840wJlMlHYIgCCL+0HhEEESsoOdJbKD7SBDxp994nkXCZ599hqysLFx22WW455570NjYKHq80+lEa2tr0D+CiBdpejXWzCnB5Hxj0OuT841YO6eEylB3QHZJEIkF2WTfg8aj3g/ZJZEo0PPkIl2xS7qPBBF/ZD6fz9fTjehuZDIZNm/ejFmzZnGv/etf/0JycjKGDBmC48ePY9myZXC73fj222+h0Wh4z7Ny5Uo88cQTYa9bLBakpqbGq/lEP8diY2BuZ9DmcCFFq4IxWU0DYgBklwSRWJBN9l1oPOq9kF0SiQY9T2Jjl3QfCSJ+kHgmQENDA4YMGYLXX38dt9xyC+8xTqcTTqeT+7u1tRU5OTk08SCIHoTskiASC7JJgkg8yC4JIvEguySIxKbf5DyLluzsbAwZMgS1tbWCx2g0GkGvNIIgegayS4JILMgmCSLxILskiMSD7JIgEhvKeSZAU1MTTp06hezs7J5uCkEQBEEQBEEQBEEQBNFD9BvPs/b2dtTV1XF/Hz9+HN9//z0yMzORmZmJlStXYs6cOcjOzsaJEyfw2GOPwWg0Yvbs2T3YaoIgCIIgCIIgCIIgCKIn6Tfi2Z49e3D11Vdzfz/44IMAgHnz5uHFF19ETU0N/vnPf6KlpQXZ2dm4+uqr8a9//QspKSk91WQiBDYBZqvDhVSdCsYkSoBJEARBEATNEfor9LsTBNkBQXQX/UY8u+qqqyBWG+HDDz/sxtYQ0XKmxY5H39qLqloz99rkfCPWzCnB4HRdD7aMIAiCIIiehOYI/RP63QmC7IAguhPKeUYkPBYbEzYoAMDOWjMWv7UXFhvTQy0jCIIgCKInoTlC/4R+d4IgOyCI7obEMyLhMbczYYMCy85aM8ztNDAQBEEQRH+E5gj9E/rdCYLsgCC6GxLPiISn1eESfb9N4n2CIAiCIPomNEfon9DvThBkBwTR3ZB4RiQ8qVqV6PspEu8TBEEQBNE3oTlC/4R+d4IgOyCI7obEMyLhMSarMTnfyPve5HwjjMlUTYYg+hpFJWOQOWCg6L+ikjE93UyCIHoYmiP0T+h3JwiyA4LobvpNtU2i95KmV2PNnBIsfmsvdoZUklk7p4RKMRNEH6ShoQHXP71F9JiPHp/VLW0hCCJxoTlC/4R+d4IgOyCI7obEM6JXMDhdh3VzS2FuZ9DmcCFFq4IxWU2DAkEQBEH0c2iO0D+h350gyA4Iojsh8YzoNaTpaSCIBxYbA3M7g1aHC6k6FYxJdJ+J+FFUMgYNDQ2Sx7W2tXVDawiCiBfdPbbQHKF/Qr+7ODTH6x+wdsD+3sfMVqTqGPq9CSLGkHhGEP2YMy12PPrW3qAy15PzjVgzpwSD03U92DKirxJJOCYAvLFoSvwbQxBEXKCxhSB6HrLD/gX93gQRf6hgAEH0Uyw2JmyQBYCdtWYsfmsvLDamh1pGEARB9FZobCGInofssH9BvzdBdA/keUYQcSZRXebN7UzYIMuys9YMczuTEO0kCILoyyTqGNFZaGwhiO5B7NlBdti/MLcz+PZkMxZNMaE0Jx1OtxdalQLf1Tdj467j9HsTRIwg8YzoUfraoiGURHahbnW4RN9vk3ifIAiC6BqJNEbEajymsYUg+InlnFfq2UF22L+wMS68fu/laHO4YbG7OOHswBkLnp9bCquTfm+CiAUknhE9RiItGuKBlAv1urmlPSoUpmpVou+nSLxPEARBdJ5EGiNiOR7T2EIQ4cTSxiJ5dpAd9i9StWo8tqUGu+uauNfKTAYsKMvDa1+fxIrpRT3YOoLoO1DOM6JH6A+x+ZG4zHcWi43B0cZ2VNc34+j59k7dL2OyGpPzjbzvTc43wpjcdzwACYIgEo14jhHREOvxWGpsUcplXRq7CKK3EWsbi+TZQXbYf7DYGCwNEc4AYHddE/6x+zgKB6eB8Xh7qHUE0bcgzzOiR+gPuRji5TIfq93LNL0aa+aUYPFbe7Ez5Fxr55T0+vtPEASRyCRKWFWsx2OhsaUi34iFV5sw9fkq2BgPgL7lbU4QQsTaxiJ5dgzPSiY77CeY2xlUhQhnLLvrmlBZlger093NrSKIvgmJZ0SPkCiLhngSD5f5WIf5DE7XYd3cUpjbGbQ5XEjRqmBM7lt55wiCIBKRRAmrisd4HDq2JGmU2HOyGZUvf8Mt2IHESWNAEPEk1jYW6bOD7LB/INW/nG4vkjS05CeIWECWRPQIXVk0RJJwNREKEbAu8zt5dhs7GxYZD4+9ND2JZQRBEN1NPMaIzhDpeBztuBo4thxtbMeSt2t4j4unt3kizAUIItZCOd+zQ69WoLI8D5OGGWCxMzh6vp3r7z1th5FAttp5pPpXmk4FtYIyNRFELCDxjOgROrtoiCRkMVEKEcQjLLI/eOwRBEH0BxIldD6S8bir42pPjF2JMhcgiFgL5aHPDr1agefnluIfu49j/Y66oHMH9vdEnUOSrXYNY7IaFflG3s31CpMRqVoVLHYGQFL3N44g+hgknhE9QmcWDZGELAKIW/WyzuyKxTosMlHCfAiCIIiukwih81LjMdD1cbW7x654VTIl7xiiM8RDKA98dnh9Pqx6d39YwvjQ/t4TdhhJpEiiVB3uzfz6quHw+nxh1TZ/fbUJO2sbcX3hoB5sHUH0HfqNeLZz50787ne/w7fffouGhgZs3rwZs2bN4j32vvvuw9/+9jc899xz+O1vf9ut7exPsAN/Y5sTFrsLerUCSRol9GoF7/GRViaLRyGCruyKxTIsMlHCfAiCIIjYkAih82Ii3tHGdnx7shmLpphQmpMOp9sLrUqB7+qbsXHX8YjG1e4eu+KR4oC8Y4iuEA+hnH12HDvfjtG5GZhflhdmn4H9vTvtMFJ76Q8FxOKNuZ3Bok3VWDunBIunFqDd4UGyVonGVgcWbfoOz99WCrWSwjYJIhb0G/HMarVi9OjRWLBgAebMmSN43JYtW/D1119j8ODB3di6/ouV8WDVtgMRTUYjcTf3BfzN5n8InOx7fT7BzwuRSLtiiRLmQxAEQfQthES8dqeLNySszGTA83NL0eZw4Whju6h3SXePXbEOT0ukeQDRe4mXUO4DUF3fzGufD2yq5vp7ml6NZ24ZhZNNNrTYXZzIdrihFatmFsesbdHYS6KGkvYm2p0urJlTgo27j4d5nq2ZUwK1QgaXx9uDLSSIvkO/Ec+mTp2KqVOnih7z448/YtGiRfjwww8xbdq0bmpZ7yNWYQvRTkajcTcXyv9Q0TFRj2aXONF2xRIhzIcgCILo/UQynqfr1Hj2w8NhIWHs34/fNBLX/PFz7nWhDbDuHLtiHZ6WaPMAInL6eqitxcZg5dZ9gvZZWZ7H9fczLXYsfrsmqC9X5BvxzOxRyI6h92Q09kLpSLpOhk6N/WdaUVmWhzsmDgnyPASO44mbi+DxRu88QBBEOP1GPJPC6/XizjvvxMMPP4yioqKebk7CEsuwhWgno5G6m0/ON6IkJx3/CNmBAfwhndHuEifirlgsdi/7+oSSIAiCECbS8ZzxeMPGUpbddU2wMZ6g18S8sTo7dkU7XsU6PC0R5wGENP0h1NbczqBKxD5/fZUJxmS14IZ1Va0Zj22uian3pJS9NNsYWGzdH0raV/HAh/dqGsK8zljPw3aHRzAlDkEQ0UHiWQdr166FUqnEAw88EPFnnE4nnE4n93dra2s8mpYwxDpsIdrJqFjYx7MdSY3N7QweuCYfOpV/kKiub+Gd2PPtEvNNzgFAp1LghTvGBu3kBJ6T3RXrTWJUX55Q9je7JIhEh2wy8YhmPG93ukXPZXf5F2aB42JnvbH4xlEb48EjUY5XaXo11s4pwWdHziMrRcOlbjjX6sDVlw2Iul1S3jGpOlWvmgMAfd8uEy3UNl79Q2ourVHJudyF7L3gS2vSYvOfJxZtlLIXi92F+zdVczZM6UguEq1dWmwMlm/h9zyUA7h38jCcbXVgiEEfj+YSRL+DxDMA3377Lf785z/ju+++g0wmi/hzzzzzDJ544ok4tiyxiHXYQmdctYXCPqyMB4s2VQe1L3DXJVRACxXmQsUkvVqBjfPH4y876lBVJ3xOdlesN4lRiTahjDX9zS4JItEhm0w8YhlWJZfJeMfaaL2xzrTY8eibe4PG3Ip8I359tQnfnmwOa6PUeOUDsH1vQ9D5JucbceVlA6JqFyDuyXbdyCyoFfKwOUiizgFY+rpdJlKobTzniFL2mazxL/VYkU0srcmvrzah8uVvODvubBvF7KXMZED1qZYgG451SHdvE7IDidYuxTwPq+qa8MjUAihkMlgCvP0Igug8VHoDQFVVFRobG5GbmwulUgmlUomTJ0/if/7nfzB06FDBzy1ZsgQWi4X7d+rUqe5rdA8Q67AFdnDlQ8xVO02vxvCsZIzJzcDwrGQA4BWDdtc14R+7j6OyPC/sHIHCHJ+YVFmeh3U7aoMm3aHnLDcZ8NSsYsHvZycGFhsjdAt6hEirlvZW+ptdEkSiQzaZeEQznouN1WUmA748xj/WRpOryGJjwoQzwB9Stm5HLe84LjZeceN6XWzGZdbzPfQ+TM43YuXNRViyuabXzAFY+rpdJkqordSGZVf7h5R9flffAouN4US2yvI8wbQmobYWa3spMxmwoCyvIxdXsA2Hzu07K/KcabFj0aZqXPPHzzH7hS9wzR8+x/2bqnGmxd6p83U30dqlVD9vbHVCJgMyktS9fn5PEIkAeZ4BuPPOO3HttdcGvXbDDTfgzjvvxIIFCwQ/p9FooNFo4t28hCHWST1jVX1LTAzaXdeEyrLgSXeoMMf3+dKc9KAdudBzLp5aAAB4ctsBPHJjQcLsbkZCokwo40V/s0uCSHTIJhOPaMZzdqwOFQDYhTDrcRY41gaOs5F4gTS2OcOELha+cZxFaLyKh9eRkHdMInk4RUNft8tESUQf7/6Rpldj1cxiPL6lJiznFWufE4ZmciKb1Pw21Na6ai8/tthhtjLI0Kvg9vjQanejsjyPS4ESyzlnX4isiNYupfo5AHi8gE8GWJ29e35PEIlAvxHP2tvbUVd3cbA4fvw4vv/+e2RmZiI3NxcGgyHoeJVKhUGDBmHEiBHd3dSEJR5JPWPhqt0ssSPm9vqwaIoJpTnpAICcjOC4fz4xyekWL+l86oKdm3zce+Vw0WMTTYxKlAklQRAE0TNEO54PTtdh2fRCnLpgg9PthUYpR/WplqBQTXbcDNwAizRcrcUuPk4KjclC41W8Non4Ch4cM1sB8OeR+q6+mRasPUSiJKIP7It8fcTr63oVRIudQWluBirL8njts83hwvCsZKyZU4KDDeI5tPhsrSv20mxz4a/bDwoms4/lnLO3CtldwZisRkW+kfe6K0wG1PxogV6thAxAup7m9wTRVfqNeLZnzx5cffXV3N8PPvggAGDevHl4+eWXe6hVvYtYeYrxnTfSz4buYCdrlHB5hIUuvVqBy7KS8f99eSJopy1w8s4nJmmU4hHNge8nSVSwidXEwGJj0GJzwcq4YWU8SNepkJWiifq+J8qEkiAIgrhId+bpERrPK/KNWDWzmPczCpkMd72yR/CcQw16fPrgldwGWDReIFLjqF6l4DbBApP/C41X3blJlKpVCeaRKjMZ8NOxl8bsu4jIidecNVrYviiWa+zJmcWw2Bkkaztn98kalaA3GXCxvw9O18EqUQCEb/4bib0IFd1aJpDMHgCWTS+M6Zyzr0dW8OH3PCzC8i37w3I0L7w6Hw6XB6k6JWSQQSGPPK83QRD89Bvx7KqrroIvit2dEydOxK8xvZhYJ/WMBr4d7Ip8Ix6+YQTKTIawwRnwD8zLt+4PS6YZOHnnE5OqT7UInpNNdsqSpFYGfT5wZxEAvD5fl5N0NrTYcfKCDet21Aa1qaJjEhhNMtdEmVASBEEkKt2dcLonis6w4/nZVgdON/vzAVWfasFNz1dh3JCMsO+W2ni5JF0XdI+i8QJJUisFx9xrC7KQlapBdX1zmOhw5WUDkMZTRK47N4mMyWosm17Im0dqd10Tlm/d1yvCxfoi3T1n5XtusJ5Bo3PSBXONPb6lBqW5GVi/o65Tdh9Nf89K0Ugm8xf7PB9Cz69VM4vxbX0z72d21zVh+fTCmP4W/TWyQqtUYOqoQZhfNjTI8/CuV77B2Nx0rJ49CoAPEkE1BEFEQL8Rz4jYEY2nWKwQ2sGuqjVDpZDh4RsKABwKmpRMKRiA0tx0LHm7hvec7OSddWUPFJM27jqOjfPHQy6TCeZ4AfyTg3S9CmvmlGDF1n0ovjQNU4uy8eS2/Vi/o44T0iYNM0CtlCMjSR31IsxiY/DZkfPYtvcM76SrM3kcelIEJQiCSGS6W8jq6Tw9T713MOy795xsxudHzmPckAy0O92cELC2I/dZJBsv0XiBaNUKLJ1WiFa7C3q1AoAMOw6fww+nWvDQDSPw9HsHoxr/unOTKE2vxtgI5ho0vsaGaIXt7pqzCj03npk9CkumFqDF5ooo15iU3Qtdf6T9XczrlK22KfZ5vvYIPb+Wbd2HyvI8weu2B1TnjQX9NbLCyrhxxuLAwFQtAEAmu+hhtquuCS02F5I1Shj66PUTRHdC4hnRKxDbwd5x6Dz+6/KhQfke9CoF0pPU+LFZvLoOO3kXEpPWd7zWYmfgdHnxxbEmLodE4KQiTQ+smFGEqtrzeGLbfuyuaxJ00Y92EWZuZ5CVouHdkQc6PzHvCRGUIAgikekJIasn8/TwfXfg2BUoCLFjV6QbL5F6gZxpsYdV2iwzGXD/1fm4vnAg5HIIFhMQuz/duUlkkxAB+mK4WE/QEx6akSD63Nhcgxkl2RiUJt6+wFxjQv1a6voj7e9CxwLAu4vKo7IXsedXVa0Z8ycNFfxsrD3B+mtkhQyyMM/cwLxyTrcXKqW3z14/QXQnJJ4RvQKpHWybyxM0aCyaYkJ1fbNghS6W0IpifAML+5rFxmBgqhbXFmSFTSosNgZLNtdg/qShnMglVA6cXYQ9ObMYF2xMUG4Ivt3EVodLsoABTcwJgiC6Tk8IWT2Zp4fvu6XGrnVzSzE8K1ny3JF4gVhsTJhwBlzMiTS9ZDB+MiRD9HsC7w+fV04kbe0q/TVcrDvpaQ9NMSIRkMTy8wL+XGOBaT+arAxwvp2bC4pd/6Nv7cVTs4qRrlNF3N+l5ryRIvX8EiJenmD9LbLCYmOw8h3hvHKV5XlI1irR5hDPdUcQRGSQeEb0CqQmpum64PcnDTNg/Y46lOZmCOZR6ezA7QOAkJyb7MRp7oRc7jWxcuA7a82oO9/OJV8OdJdnd7DZ3cRUrQoXrOIVRWliThAE0XV6QsiKp/AiFeLG991SY1ekAmIkXiBHG9sFvcrYUDavVzxfbZAHWw95JfXXcLHuJJErKUo9N5xuLw40tIrm0q350SIarWBnPKIC3dHzVpxrdWBsbjpsjKdbcjUC0s+vSzN0YbYRb0+w/hRZYW5nwvI6s+yua8LCq0yQAUjV0pKfIGIBWRLRK5CamA7PSsanD17J7TJZ7H6xaeOu43h+bikA8Cbaj3Rw/bHZhpNNNrTYXdCqFPj0UCMON7TiiZnFGJyu4yZOgVWKpLzFAt+vqjXD6/MF5YZgd1N/d+toNLY5Yy4CEgRBEMH0hAdRvISXSMQkvu+OpaezlBdIJKIDmyZB0oMtjl5JUiJkfw0X604SuZKi1HNDo5QLz0dNRiybUYgzzXb886sTgh6fv702X/Q79GoFtu09wxtqHU/xWOr5NShV2688wbobKbtQyGXwwYc0Hd1vgogFJJ4RvQKpienAVC0Gpl48/mhjOwB/HpIHNlWjsjyPy4emUcphGpCM7AgnE6cv2PDo23uDJjRs4YAVW/fh97eO5iZOgVU6+cp9BxL6fmDCWJadtWZYnW5cddkA5BmTuONYohUBCYIgCGF6woMoHsJLpGIS33dLjV3RCohiXiCRiA5pOlVkHmxx8kqK1KOtv4WLdTeJHBor9txgK1jyzUdzMnX4cP85zPrLbvwkNwPzyobiq2MXwnLo7aw147GbRoq2weP1iYZah/bDWFUUjvT5RXYQH6TswuvzQatUwOmKbXEGguivkHhG9BrYiWmTlYHH64PH64ONccPm8sBi83uasROBZI0Sz9wyCk9uOwAb4wlzgV/XsfsnhcXGYEmIcAZcFLBKczPQ2ObkSn8H7iwGCmmh8JUDB/h3/FvtLgwbkAy9WoHVs0bByrhhYzxI06mQlaKhCQlBEESM6CkPolgKLxYbgwaLI2IxaXC6Ds/cMorzrh6QokGFycAbCnTdyCwka5U42tgetOgG+HN2CrWPPTYzSY2KfCNvW8tMBjS2OTFuSAbS9OouebB11ispWo+2/hQu1t30dGismNgk9txY2JGSIzCfmdPtRYZeDZ8PGJebgcJbU6FVKXDWYsd9Vw7Dcx/Xhn2/Qi4TvP4KkxFfHou8qFSsQ5zjLRzHSujrixiThZ+hFflGGJLUUMlluGATT/9CEERkkHhGJASRDoxpejWsjCdo0NerFdg4fzz+sqMuKHdKRb4RG+ePD8sjFs0CiC+XQOAEKEmthNPtRbvTjbVzSvDoW3u5ncWJQzIxZ+wlWLZlH3YFnKPcZMDyGUW4/e9fhX0f344/u5tKk3KCIIj401MeRLF4xrOL4sD8m3yEJtlf/HZN0Jj6l9vHYuqobAxM1cLp9kKrUqCp3YnL8zLx0Bs/BC3UxHJ2hi7EQxft7PgNIOicZSYD7p+Sj5x0XZBA0VkPNnYcjXYRnsh5tvobPRkaK5W6AxB+btgYD8qGG/DzCblh+czKTQbML8vDQ2/84D/OZMCK6UX4vy9P4rYJuZzQplUpoFbKuXnmzhBbWTp9JGa/8IVg+0PtPZ4hznx5gbtColZYTRTS9GqsmlmE5Vv3Bz+XTQYsutoErVIBm8dNYZsEESNIPCN6HKGBcfXsUWA8XljswbvbocdWludh3Y7aMA8v9pgPf1OBZhuDJI34AohvUt3uDN6t1qsVvAldK0xGPDmrCKtnFePIeSscLg/SklR4atsBjMnNwIKAkNHqUy1Y8/5B3DYhN6ysdKg3WuBuKu28EQRBdA+JtlkR+PxP06mQpFGi3eEO8/5ix8f5k4aKni8wxI1PIPLBh+01DUEbPxX5RuRk6vHtyeagY4Vydj761l78/tbRGJiq5a4hdPy2MR5UvvwNlk0vxNJpI9FicyFJo4RWJYfV6cbpFhsgAy7J0IteTyReSZ1ZhCdynq3+SHcK2xYbgyYrA58PWPnOvqCN1NDUHWICb5oeeGr2KDz0/74Pm6fuqmuCD+BsZ3ddE57cdgD/uvcKfH28Cfdvqg4TpNfNLUWzjUGb0w0740GKVgWlXFytCrT3FpsL8ycNxdwJudCqFPiuvhkbdx2HjfF0WhCOl8CVyBVWEwmFTIabigdh/qSh3FqjsdUBh8uDVdv2Y8WMIjhc4rksCYKIDBLPiLhisTFobHOixe5CklqBJI0S6ToVN9iJDoxv78WY3AxuMj4534gnbi4Km7iLVQarqjXjVLMdQ41JogO40MC/amYx9GoFN3mpLM/DP3YfDxfq6sx4fMs+TC8ZjAEpGjz0xg9YN7cUnx46j08Pnef9zjsmDuG82CYNM0Ahl8HGeLBoigkbdx3HuCEZ3G4q7bwRBEH0PSLZFAl8/gdu4ASOQ+x4dbChFYummJCmU2HDvHGQyWRBi2P22MAQt1CBqLI8Dxt28YxzPCIZC1/OzqpaM442tsPj9WFwuk7Qi8vGeLDk7RpsumcirIwHz4dshpWbDFhzSwkuzRQW0KS8koDwjTcgeBEO8ISe6hI3z1Z/pTuE7YYWOz47ch75Wcmw2F1YUD4Mo3MzODsKTN0RidjU7nCLVkQMtJ2qOjNONFnxXk0Dnp9bigc6BLSdtWas2LoPK2YUYRmPl9GGeeNw1yt7wvKlBdr7mRY7lm6pCRMC2e8B/ML5SbMVVsYNK+NBukSKkHgKXOT5KY3FxmDVu/tRMDgNWR0bFTKZDD9aHPj0YCNGXZoOK+OB0+Xu4ZYSRN+AxDMibpxpsePRN/cGhVKyoRhDMvXIFplMA/4duQUBE4qdtWYs37ovbOIuVRmsxe4SHcDFBv7lW/dh2fRCrnpRqFAXmsMiN1OPvadbcN+VwyTblaZTYdv95fj6WBPsLg/nmn9Jug7vP1ABnVqBNocbR8614cl39wdNdvRqBUpy0nHCbMVZix1pejV5ohEEQfQiItkUCR2fhDZwdtaasWzrPmycPx5rPzgU5tXMLo4DN2VYUrWqoLFsQIpGcEOKTyRjSdIo8cIdY4O8WQLH32aJnDsur4/32g6dbcPpFjvanW60OtxI1SmRoVdzHm0sYl5JYgUF9pxsRrPNhWVb9/F6wF83MgsfH2wM+xxVuu6bWGwMTl6wYdveM2GFogLFLNYWmm0MLLZwESdQGHd7faLfGTpfdLq93HcHznlHZKdiydt78W19CxZNMQWFdZ4w27ByRiEeeSu42iZr79yzRCCH731XDkPJJekwtzmx7t91vMWp+DZrIxW4OhM9QZ6f0pxvd+K2iUPCImJY78hMvQptDhcGhTwvCYLoHCSeEXHBYmPChDPg4iA9vWQwbioeFFGZ+kCq6powP2TiHklVy521ZpxtdfAO1FID/+PTRnLhIIHtEQrhZHNWnG6xi7YrRatEY6sD22oawiZoecYknLpgw8Nv7sWGeePChDO+7yVPNIIgiN5BpN4aoeOTlKf1L68czlvgRg4Z3ru/HJk8C1Zjshob54/Huh21WL+jDi/cMVa07UIbQ1anGwtf/Q7ARaFBKZNhZ60ZLTYXGIkNpQy9KqztxmQ1Xr37cqzatj/MG2317FHINSQFHS/klcQ312AFw+sLB2JZiDcO0FHhcHMNnrllFJxub7fn2SJ6hhabizcVCJ+Y5XT7U4vcv6k6aP4VKoxvmDdO9DtD57Hs36FidWlOOleYim/uuermYrw8fzxSdUoYkjRgPF6cbXXA5vJAKZOFRW4EXtujNxZg348WvBcyJwX8z5ZH39qLZdMLoZDLgoQvqXm81enqdPREIldYTRTcApsO7N9LpxUCAOxuqrZJELGAxDMiCLGdoUhzrpjbGTjdnjDhjIWdDJjbmYjK1EsRaVXL0812bucl8Bo9Pl9QaGYodsaDdXNL0djmhCNg8BHyAGBzVswvGyrYrnKTAXK5LGx3j/08ADx6YwGA8IWKmOcB5YAgCIJIfCLx1gAQViFNyqPZYudfyFbVmdFgcUCjUiBNHzyeJ2uUOH7eiur6FgDh426oh/VQgx6/vTYff9t5jBs3Q3N27q5rggzAEzcX44U7xsLm8sDu8giOiRX5Rrg94d45a+eUhAlngN8z/bHNNfjDz8aEeaDxETrXCNyEKs1JFwyp21lrhsPl7ZECEkTPYGXc2F3XFNbvWY/KcbkZ3LFpOhW+PNYUFv4bKhRFU3099G+n28u1ZUCKBq/ePRF/2VGL0twMVHbk02Xb9sz2Ayi+NB0zRg/G0hBPymtHZuH1ey+HuZ2Bw+UJy3cmkwEDU7W8bQQ60qBcsOH+TdVYNr0QY3PTYWM80KkVXLoRvnl0ilaFR9/8gVeclpqz9nSF1d6AzwdU83gisr+tD0CKWgGrwBqHIIjoIPGM4BDbGZIBeEQi50pgxa3f3zpa9Lucbi/aHC7kGZMEB0a+BPoAkJWqCZqEbNx1HBvmjYNcJgur1rWgLI/L4wAAZ1sdeOq9g2GVwgJd8UNJ0aq43ewfm20oNxmwq65J3AOgzozHp4/EEzcX44l3g3NTsNWVnC6P4CQl8PXQhYzY94p52BEEQRCJgZS3Roudwcp394cl/o/E01r4nC4uZ9KSzTVh4yU7DgYu9MWK5Ky/vRSLXqtGaW562FgL+AUuxuPFkXNteOiNH3D5sEwsn14UJoaVmQxYeXMRzrc6wtqclaoRHCd31TWh2cpEJJ6FLsIDN6HumDhE9LNtDheGZyXTuNpPsDIe0ciCGSXZ0KsVGJubjhStEht3HQcQLHqHCuOstxiAMA/K+QG2wzdv1aqC2/Ly/PGSYXort+4Li1i4bUIu1n5wSDAU1c54JMV5xuPl2sKmM2Gvg28eXW4yoMkaXrWeRSpvWU9WWO0t2Bm3YF99fm4pHIwbCnlHFVSCILoMiWcEAOkQkqmjsiVzrgQmE45kgs+KUnwDY+iEgqXMZMCnBxuDdtzyjEn46MBZVJYNxa+uHI4Wu4uraskO5IFCXOg1VtWa4RNIghy6s3VJhh5rbinBks01kpOMY+eteOiNH1BZnodfXjkcCrkMKRol3t9/Fg9sqsbGeeNFP89OQEJ3LKW+l/Wwo0kFQRBEYiLlde10eVFVa8bonPSg57+YB0tFvpF3w4lFo5RzOZOE8h5VludxC305gNG5GYJFciAD3llUhi3fnxHcfDputuLbExe4hfXaDw6isiyPG7/ZsVoGICdTjwqTMchrvd0h7i3R6ogsCXboXCNwE0pqvkKhYf2LdJ1KNLLgqW0HsWxaIQoHp6Ly5W+C+n2bw8UrUtgYDx7YVI3K8jw8emMBTjfboVUpoFcrkJmk4jzWAuetgH/O6/MFh+Wl6VX4/UeHBaMWlk0rDLNvsesBgKXTRkIuk0nawoBkDZ775AivJyj7PaxdsfP48+1O0XNK5S3rzgqrvZHMJDX+8HH4b8L+vXJGETxeH6xOKhhAELGAxDMCgHQIybyA3W8xzyc2JDN05zrQ9T1Dr8LAFC1aHQyOnm+HMUkdNjBqVXKsfGd/0KQkcEcucGLx39dehuc+roVercCWhWX4y2d1YTtr7OfYCQqfO352qgYqhQzFg9O4duZm6sMG6Esz9Vg/txRnLOG75Cx6tQKXZvgHfKfbC6fbi3OtDowbcvHeKRVSpcX9yZd1KgWuLxyIP31yBDsOnY8olJUqEBEEQSQuYuFIFflGfHHMP3Yq5TIsnlqAxlYnZDIZ9p5uwd3lwyDDxQUr+5mVNxfB3OYfl17/Tz1um5DLjXHpehXsjAfjAipYh8KO3+xC//V7L4dMBtEiOS6eUMtANEo5quqa4MXFhfUdE4fgrlf2cMdMzjfinvI8pOnVWDWrCEu37OPG8GStIuh8od+fqlXyJmvnI3AR3mS9GA4rJUh6fD5urkLjauIRSSL6aJLVZ6VoMGmYQTSy4DfX5mPu378KE4z5hNbQPsuKVHIAF6wM4ANGDEzBE+/uDypMUZFvxMoZRbC73EF9U6WQi0Yt8Fmk1Lx98dQCfHqwEVkpGmFbMBmgVgp/9666JiydVohrC7KgVSmwraYhaN4tRCTidHdUWO2tuDw+0bDNNocbOrUCyVpa8hNELCBLIgBIh5AEejtJeT453V5u51qjlON2Effy21/6D8YNycCaOSUYnpUcdJ6nZo/C/1zvn+ykaFWw2Bksei1YOPvNNfkwJquxYd44ON1etDvduH+KCfeUD4PN5QnyQPvJkAxUn2oRDkPJN+LXVw1HZUCpb6GEpuwgzrf40asV2DBvHJ794FDQ4qbMZMDleZlcfrVddeawXXaWcpMB7+87y7WvwmTEsumF+OXkYUjXa1CRb+QVOytMRmQmqcG4PREvKAiCIIj4ILRoFwtHWnFzEX7+1y+5cepPn9Ry71eYDJg5ejD++LMxaHO40WJn4HR58cWxJsxYtws2xoNykwGv3n051n5wMGzcXT69EMZkdZCwFrjQYsd3G+PB6ebgojdCY6dQyFagx3dg4nP2O/RqBZc76ZjZilQdgxSNErPGXBKUy4lNlRCLYjncIryxnXtNLKRu3qShmPWX3bAxHirKk4BEkog+2mT1aXo11BKblDaXh9scZe3ncEMrF6nAzg3FbGZ+WR4eeuMH2BgPKvKNeGpWMe4qz8MF28Xoiae3H8C9FcO5z4nl52Xh8zCSmrfbnB6MGJSCIZl6jMlJx9PbDwanZTEZsaB8KBpENo0BwOHyYExuBqrrm7nrFROnKW9Z17FJhG16vF7YGR8GJGt6sJUE0Xcg8YwA4E96KrRrYWM8Qd5OkYRksjvX6+aW4mURV3F2Jzo0aSjfZKfCZMBrd1+O401WKOUyWOz+0suPbw6uklVhMmLh1cOx8LXvuEnGdSOzsGx6IerOW3HN3Vn4I4/Le2DYKTsA7eyoMPT7W0eH5VURWvwsnTYSL/y7Lkg4Y695+Tv7sWx6IZa8XYO/7TyG9beXAvAFtZ8vZLWqzoxV2/bjmdmjkGNIwpMzi/H4lprwiX7ZUNzx0tc00ScIguhhQsexQLHIxniQqlPhd7eOhtXpRqv9YjhSk5XBLy4fwjt2VnWMI+vnlkKTrMbKkJyagN8D5Mlt+zEmNwM7Dp3nXt9d14TffXAYL80bj999eIh3oaWUXfSITtOp4HBJF8nhC9niy93ELuCHGZPwzq8nIVWnxrIt+4JyJ03uEBGe3HYAHx9s5KptstcTabEcKU+jQM+/wJA6VuAzJGvw2eFG7D9jCRJJPj9yHjcVD6KNqQQgkoq1QHjy/tBj+H7LDInfVyGT4b8CvCfZ6q/sudbMKcGKrftw24RcXjve1eEhxtpMVa0Zj2+uwZgAz1DWY42NQtCqFPD5fPB4xYUwnVqBKQUDgmxfat7e7nTjV/+fv1LutQUD8NTMYlgZf5EPtUKOfx9uxKLXpL3I1Eo5jp5vR6ZezQl9QuI05S2LDWk6FZ79UDiM98mZxZADUFDSM4KICQkvnnk8HmzevBkHDx6ETCZDQUEBZs2aBaUy4Zveq1Ar5EE7RcDFyfS//lOPxraLOQsirRrECldCiUIDd6J31pq5MIrGNifqL9iwoCwPozvKctsYD6rqmvDkewewvKNUtlohx6Nv7+XPxQIf3vzlFbC7PMjQq6FWyLHk7RpU1ZmxYd64iNrEna/WjKON7Wh3uiEDYAiYhLNhIC02F6yMG1anB0kaBc5YHPi2viVsh7Cq1oyl00bimVtGIStFA5fHh0duHIn/6ZgQJamVnKt76Gd31TXhVLMdqToVMvQqTC8ZjMqyPKiUcihkMnx5rCnoc51ZUBAEQRBdJ3RhH+iBEioWrZlTgmEDLnpeO91e3Fg0KMjjLJAqkcTkLLvqmrAgZCwDgILBqfjDh4d4F1pyyLB6djHe+fUkJGlU0Kn9YhE73ouFfu2qa8Jj0wpRmJ0alnOURaOUoyLfCL1KAY1KjjMtdsydmIsF5XncZt3OWjOWbtmH3906GounutHmcEGtkOHZn46Gxe4SLZbDpiuIxNModPPLxniwfkcdJucbsWpmMX76v19gzZwS/GP3cTz38cXfocxkwBXDDDRuJgCRVqwVO6aho0hF6O8pFlZdbjLgy2PB9vNdfQt2H23iIiBSdSqsmFGE08020fnmXeXDuL8DbVasUMf/3DAiTBwLfH/vqRYsm14IOQ7gk45jqk+1cB6coYQW5/rk0Hk4Pfu5TeMzLXZ8d7IZNsYjOf/f3hExMTnfiI3zx3M54ULF6dxMPbJSNLx2RPPU6HC4vaJhvIzbC61SDkSQ8oUgCGkSWoHat28fZs6cibNnz2LEiBEAgCNHjmDAgAF45513MGrUqB5uYd/AYmOwZHMN72RaBn+peLlMxk0k2F0kvpwrbLXNSAkM3/ABWLSpWrACmI3xoKrWDLlMBkOSGvvPtAqX1K5rwuMyGeQyGRRyGSecBX6nVJsCabG78NKuY7hj4hCctTigVsqRkaSGMUkNK+MJKwke2u7AnBcWuwtDDXrsPtrECYPsxP5cqyNs1zHQG1CnVqDJymDYgGRcedkALH5rL+ZNGhq0AxpItAsKgiAIouuELuyFvLZCNznOtNjx+ZHzyEoRD7HhS0weOmZkpWiwaIqJG2cA8dxHVXVmnGq2Y6gxiRsTrrpsAPKMSQCkx842uwtpOhUsdhfG5mYA5eC+u8xkQGOrE/dfbUKduR3/2HU8SFQIHDN31prR7nBz4VwtdhdS4a8qJ3VPIvFGCt38Csy3mqxV4nSzDbdNyBVMsL5s6z6sF/BYIroPqXQjQsn7A2lsc+JCOxM0pxMLq67IN2LepKFBHpVCwni5yYBl0wtFQy31akXQ+6yNCRbm6tgcfuTGAjhDRJMykwFLp4/E7Be+QGluOirL8jC3o5LsoDQNbim9BMu27gv7DF+l3KoOGxyYetFOmqwMvD4f5pReguXv7A+LDFk2owjv72uAXq3AzlozfAAXaREoTq+dU4JsgTknzVOjp9Uu/lxsdbigTtag1e6ie0gQMSChxbO7774bRUVF2LNnDzIyMgAAzc3NmD9/Pu699158+eWXEZ9r586d+N3vfodvv/0WDQ0N2Lx5M2bNmsW9v3LlSrz++us4deoU1Go1fvKTn+Dpp5/GxIkTY31ZCYfY7t2uuiY4XF4Mz0oOmmSm6lT4w8/GoN3hDqp+AwDvLirnXvP6xKcuWpU/GXBleV5YaW0gPLwTuFiZxyIxcWqxu1D58jdYN7cU39Y3c2GpAyQWJXzu7VqVArdP9IfRBLbxmVtGYfvehrC8ZXyVy4TyEbCLhcVv7cWy6YUAxHcdV84sAnBxQnMkIHcLH9EuKAiCIIiuEbqwFxOtAr1kHn1rL+YHFOgRIjTJttCYEbqRE7hhFbo58119M9qc7qAxITtdB71agadnFcPuEhfPvD4f7njp67Dvfv3rk1hyUyG+PXkBXxxrwjcnLgiGGK2bWwqZTIYLVgYOlweMx4tWuxufHmpE+XCD5D2JxBspcKwLTER+psWOh974AfMnDRUXGXnOQ3Q/UhVrI0lEr5DJcHtAnw0UakLF1SSNEgqZDLXn27H+9rGct6RYOPNT2w4GzV/1agXuu3IYrh6RBQBwuLz4f/ddgU8OnsPfdh7j5p/iIncTHpXJMH5oZljV2oYWB2yMh4uiYAtzlJkMeOSGEVyl+hStCskaBbbvOytYKTewCmaa3r9R/Ohbe3GwoRVr55TgkRtHwOr0IE2nQoPFjtv//hVGDErhnjdVtWYsn16ITx+8MqIqmTRP7RypEoUAktRK+HzSYjNBEJGR0OLZDz/8ECScAUBGRgaefvppjB8/PqpzWa1WjB49GgsWLMCcOXPC3r/sssuwfv16DBs2DHa7Hc899xyuv/561NXVYcCAAV2+lkQmkt07gL/azcDU8OMDj7HYGFHXd2OyPy+CWGWj0FDKFK0K7U4XLs0I3kEJXQykaJRYN7cUPiBoUbFoiimisNPA10JLhbNkpWh4E/4HtluqRDg7sdpZa4Za4Q9rGZ2TLrjruLIj3w37e2RKTCY6s6AgCIIgOk/owl7Sa6tjnK2qNWPuhFwcaGgVrQAZmpg80nEmXacSFdpuLhmMPSebg8YEK+PBsi37Mb9sqGDoV7nJELYA313XBLlMhhUdFQNXvnsA6+aWCoaj7q5rwsKrTGEC3IKyPBw4Y8G1IwfimoIB+JQnXI1NPH6iySqav7VNYL4TuHAfnZOO0px03uNYhM7TWShUjR+x+yIWWjmZx0ZC4Qu/DBVq2H98HlGBeQLFvDl/edVwrN9RB71agb/cPhZalRxrPwgOna4wGfGP+eNhZzzYMG8c9Grx5dm5VgfcXl9Q1doyU7C4HPjM2V3XBNU0BQqzUyGTyTAoRQOnxyvYbiBYfGTt49uTzXh+bik2hjxrKkwGrJlT0uHBdpx73lidbozJzeA5ezjxmqf2ddtK1alwTcEAjBycFvbcO3jGgiSNAnaXJyIxmSAIaRJaPBsxYgTOnTuHoqKioNcbGxthMpmiOtfUqVMxdepUwfdvv/32oL//+Mc/YsOGDdi7dy+uueaaqL6rtxGL3Tsh0vRqPDV7FB57e29Y5cn5ZXn40ydHsGx6oWQyU3YSwE6IFHLgi6NN3OJCzFPriZlFeOq9A9xAL5S81F9owIS7XrkYdlqRb8SKGUVweTx44uYiOF1efHLoHP76+bGgXXyxdkuVCL+rfBg32T/X5sTSaYWwd7i481FVa0aDxdFRncwfZnLdyKygEucs7P06ZraKtjPWCwGCSCSKSsagoaFB8rjs7Gzs3/t9/BtE9HlCF/ZSY1yKVsVtZGmUcsFxqsxkwJMzi5GmV8NiY7BqZjGWbd0nOc5UluWhzGRAslaJZdMKBYW2J7ftR2V5Hiz2Dg9vG4NH39yLqjoz7q4YhvllefDxtGl+WR4UAcUGWKpqzTjZZMXLu/3Xw3jEx0z2ewPbBACluRn4w4eHsWpmERjP/rCwrlUzi1F/wT8mfi+Qv/WBTdW88xmLjUGDxYG5E3KxoCwPe0+3hBUICiWWC1EKVeNH6r6IVawNTETPG35pMmJe2dCwcEUgXKgR8ohi++ZD148QvQ6FXIYykwGluRlosNjxXk0DfzimDJhRko2V7x7APysnSN6fQIGXL/xyYKqGq0SvVSkg8/m9kL4/3YwktQLHzlsjroJpbmfw7clmrJtbCq1KgTsmDsFd5cM4YbqqrgleXBTp2Q3vaOwk0o38aOgPtsW4PFg6vRBLt+wLq+j65KxinG9zIEWnRnJHpA9BEF0jocWz1atX44EHHsDKlStx+eWXAwC++uorrFq1CmvXrkVrayt3bGoqjwtUJ2EYBn/72//P3pvHR1We7ePX7Eu2mcwQSJBAYAJZCcGwyEzYisq+SO2X5W0JAbUi2ta6gLKDu90QfW0rqfT9CfbtqyLgVhVbE1QUiEICSAaQsATCTCaTZPbt98fkHM4+kwUIeK7Pp59K5syZZ86c5zz3c933fV1/QUpKCoqKiniP8/l88PmuCOlTx3MjId7sXWdwodmDCw43hmXqsZhRXk6Uiq+ckhvzPCq5FGOzjXh+7lC4/CE0e4LY9N4xcnNRzOPCVWm1Ye2uWhT105Hiqkzx0uT2TcuR8058/YMdWxYMh1YpQzgcwRen7Ji5pYrUbFk+wYTRWakY2leHB7Yfirkh6peqQZuXXQ5PrZJLUMowZpABX7RroAHAm/eOpgU91Mw5AJyyubDsjagzEuFOBoBGoFEDyGS1X3CcN1NG6maZlyK6Dw0NDbjjqZ0xj/vXk7Ov+lh+jPgxzknmxl5IaJu5zlafbUZxpo62ThFrZ2OrD1IAB35oQiAUxtc/NOHW/nokxKhUSVDJoy1br3+D/1kyCivfOcJ5XKXVjjJzFryBEC40e+D2B1FptUGrlEEll+L+bQdZYyLW8xfv5o6XfMEwubn+zaTBguPkWlMJ8m/LXitO290o6qfD/eMGQaWQIlElx6H6ZkzdXIlySxaq6x281Xerp+ex4hm+iqKf5KSh1GTgFHu/PTcNiWo5Tja2dbma5Xq2qvXkeRnvdUlQyrBxVgFc/iDc/mgLIVOInmi/JJKOKrkUqQlK0pmc8/M9AfL31ShlvBVR+6x2rJjCJo2pcPtDKM7U48783mhs8fFr9dbZsNichc3zi3HiUivv/Ud0SFhMRryycDhu0Wvwr6OXaO2XFpMBWoUMP9/xNfk3gjBMT1Zjy946HKxvjtsFs80XwOb5xSzpEioxTe0S8QXDHd4/dHci/0ZtA+3ovPSHI1i/u5azbXjVzho8cscQRCLR40SIENF19GjybPr06QCAn/3sZ5C0ZzQj7RpaM2bMIP8tkUgQCnEvgB3Bnj17MG/ePLjdbqSnp+Pjjz+G0WjkPf6ZZ57B+vXru/y51xvxZu86CmLhmj8yU7A03OULQq9V8reomAwYaEwgLbKX76jGglGZNBLszvzegpVaTA0ZN6Wy65/33UYrfV8+0YRv6x2s1hRibNMK0wFEM2zEhqi6vpmlH3PR6cHe440oyEihnUeoZWbLgmJIIMELHx7nDVDc/hBtg/F5nQ1P7qzBhln5+O2dQ+Bu16CgaktcTYK0p+FmmZciRNws+LHOSapmkssXwE+H34I179YIrrNjs42UqjNGJXW7Kc/kzZXkhpioOHEHhGMgly9Ito61+YQFpgHgi1N2vPqfk3hiWjS5VW7JQigSoa2dTHARX1qlDLfoNWQyKEElx9NzCrDpvWMs4oJLNoEAUeXtDUQ/nxAfn1KYToq0x6q+WzM9jyUrwVdR9IdPTuC3d+YgDHp73e25aVg9PQ+P/PO7bqlmuZ6SCj15XsZzXQgNrso6G5mQHDPQAKcnQBP/B67IiTz9/jF8Xhd1XecjzoDofXbXf38BAHhl4XDBsfoCYV6iy2Iy4FB7JWReeuwkv1wmwZ//cwrV9c3YucyM9XtqWVWeRIVZcT8dlr1xCG8sHcWKJcvMWXjhX9/T9NYqrTaEEcFvJg0mx8pF0Jt6JbIE/XUaJZ7/6PuYbeHEPNVpFORzLd62yY7EqfGc80aVK+novAxHIoJumyunSNHmCyIcESvPRIjoDvRo8uyzzz67pp83YcIEfPvtt7DZbPjrX/+Kn/3sZ9i/fz/S0tI4j1+5ciUefvhh8t8tLS3o16/ftRput4LLdUpI2FMIxKLW5PZjsTkrpphlklqBZo+ftOhmBgqLzFlo9QaQ1SsRJxvbaGQYEcjHCkqE2iu1SvqCEk/7CwD0TlbjwR3VeH3xCIQjwEt761gto4stA3DkvJNGDApp00gBTClMFzROqK53sDYYlXU22Nv8ZMtLoop+za8WQdoTcTPNSxHCaGltQ2qv3nEc13oNRiOCDzfDnOysbg5TK1RonaU+p6mbWgC4Ra/B4XNOlL/+DW3TT64N7W2ZsbQ8yy1Z8MeQG0hP0eBBojK8vVihuJ8OX56yo9Rk5NT5tHAQX1qlDFsXleD5D4/TnblNRmxdVIIl2w5cqYrhcDGkol+qFssnmqCltB59XmfDIkpiLJaMgodBlghtrvcev4xfjB6A4kw9HhhvglohQ0q7TAKTOCPG0plqlqvRqhYvevK8jHVdnJ4A1u2uJYkzroQkk9Ckzi+hSlCLyYAvKFposToMUjQKPDAxG2Gw49cnpuZCKZdiwpBeUMtluNjiFTyXXqsgz/FBbQOmFaZjiWUg5DIJ9FoFgqEIWjxBrJqWi5oLTpSajPAGQiQ5zezsWNjutklgn9WOBydcqUDiIsN3LhuD/kig/c0fCgsSNMRzSiWP6vYOSktE72R1h9om441T4z3n9ZxbXUFH56UrRjLE5QsiRatAqzd20kSECBGx0aPJs3Hjxl3Tz0tISIDJZILJZMLo0aORnZ2NrVu3YuXKlZzHq1QqqFTCzo03ErgMAeKF0+2H3eVHBGC5Zj49p4A34KZmk5ZsO4Dn5g7Fiik5aPOGkKiWo7HFi8ffOox/3HsbgCuLITPwiRXc6DTc5d6lJgM0ChktEx6PjhmBkv563KLT4PG3DnO2jIYRwYgBqTRiMJaLUhnFHIGKfVY7lk8w4Y683rC1+fHKwuG0lk6nJ0CroGMGE91JkPZk3GzzUgQ/IuFwXO2Y/1w+8eoPRgQvbvQ52Z26ObHWWb7ntN3lx6P/d5jzPfusdtxjGcibgCIqVbRKGcYP7oV/n7gsaEbw2feXSFLL5Qvi6TkFSFDKUVF1Gu8sG4MNe46yPmPNjHw8+8Ex2rlWTcvFK59ZWVXchL7T7uUW2F1+BEJheAMhvLH/DGc1kNlkwEe1F/FtvQOTcntDq5SRx1HX43h05YArRKjd5UdF2QiWLAIBdyCEw2ebsXBkJlmJQyTwuNCZaparqTkbCz15Xsa6LlpKKyVfQpJKaAIgye/V0/OgkklxV3FfrN1F18/jInFjtVynJamQqJJj+tAMVot1qlaJPu33zqUWLw4zkqlUlJoMCIauEFt//s8p0mBgy2dWlkbvgz8xYdbQDJyyu+ENhDglPhJUclasqFUJVyBx3XOxqlUVcikm5vRCY6sPz88dit7J6k61TcaKUztyzus5t7qCjs7LBJXwVj5Zo4BKJoUkRiGDCBEi4kOPn0kOhwNbt27FsWPHIJFIkJubi8WLFyM1NfWqf3YkEqH1nYvgBrGxKOqn49Qb2fTeMWxdVAIgQiPVShnZpC0LhuOlvXWsoHzLguEkwUYshkwxZaHgxmwyQK9VsMrqiaq26VuqcGt/PSrKRqD89W9iBuAquRQyiQSZBi1WTMmBwxPgLNcnxlZuzsKDlCqCWNo0fOSdVimDMVGFdbvZZfyb5xezxJq5gomuEKQiRIgQ8WNDd+vmxFPBxvWcjmX64g6E8Mg/v0O5JQsrpuTgbJMHaUkqnLjUShIBm+cXw+kJCJoRrJqWizmvfEH+LUktxwdHGrDYMhBufwgNzd6odhpD82zBX7/CvJGZeOzOHJxv9kS/h0aBJ96p4RxvZZ0NvmAYmz89gSqK6Y8vGOYl/9z+ECI4TmtFo67X8ejKCbkmUjWjAJByEdTforurWX5MkgodQazrIpVeiXeEEpKf19lwscWLTe8dY5Hfz80dii0MoiYUiWD2y/to9wHffKFWRKVogakFfWjnKumvp907arkUg3olYPkEE+tcpSYjnpiWi1A4TNO7BSJ4mUGcAVcI6KkFfbCSMseY97LLFyT1cYnXpBLErb8IRJ9ZGqUw4aaQSrBmej70WgX5nTvbNikUp3bknD+WuaWUSgX3P0qZFE6PHymam+P7ihBxvdGjybP//Oc/mDlzJlJSUlBSUgIA2Lx5MzZs2IBdu3Z1qDKtra0NVuuVxfX06dP49ttvkZqaCoPBgKeeegozZ85Eeno67HY7XnnlFZw7dw533313t3+vmwnUjUXZmAGcAYzbH8KSbQfw5r2jUdbqgy8Yhk6jIMu6Cby8lx0gEFb3W9oDF+piSG1rCYYj0Swio+qNCLx/XvE1/l4+Er/yh8jWRmppe2WdDRIAHzxUCk8ghNJsI+cCbTYZYG/zoaBvCta8W4Mqqz2mHoaiPbgnNFqenCZskMBH3pVbsrCBQxSUaPdcNT2PlWHsyboOIkSIENHT0Z26OV2pYItVRaGSS+H2h/BdvQMZKWo88U4NSUgVZ+pIU51ycxbLNIdKgjU0e0ni4PbcNDjcAZSZs6BVyLD9nlHw+EM4esHJudYfPtuMeyxZSNYosOKtw5g3MlNwzC3eAFmVRh3Tiim5ONvkZrWgAfQWsVKTAY2tVxKcsUgOAIKuiVRSbmy2EekpatZv293VLD8mSYWOINZ18VA0/mJ1C5xzeDjJ78fbye9BaYnk3082trErECn35uppefAGQkhQyaGUSdHY6oU7ECJJcKHfy9bmR9nfvsF94wbi8ck55LnlUgmqrDbIpMDT79H1bt9YOopVuUmAS89XSOJjn9UOCYAlliw8NNGE6UMzkJakIom6Sy1eTBjci/YdiGdW2ZgBsJgMnGOxmAxw+0NYvbMGz84tJN9/NdomO3LOH8vccgjI3iw2Z6HJ5YMhUQWH24csJPKdRoQIEXGiR5NnDzzwAP7f//t/+O///m/IZNGsRygUwrJly/DAAw+gpoY7o8mFAwcOYMKECeS/iX7yRYsW4dVXX8Xx48exbds22Gw2GAwGjBgxApWVlcjPz+/eL3WTobHVRwYlQhVT5ZYrDjx6rQKZqVoacWZr89PaOrVKGe4bNxAThkT15k5caoNOG3VR2jirAE/sPIJ91qg7JSESa2/zoShTjzIeV09vIIxElRw/ffVLznF+XmeDyx+ETCbBYvMAIALamKJum9lITVDg0BkHFpuzsGBUf/RL1QpeI7lEgt3LLZBIAEPCFVFormxYqcmASzyaGGMGGgTbPc85PKwM40M7qnusroMIESJE9HRwbdaobsl2lx+43BZTA60rFWxOtx9yqQSl2UYcPOMgPzsYjiAjRYNQOIJWXwDb7xmFJJUcDleArLQmNv1T8vtE3ZzN0Q250xNgtXmVmoyQt1f0TMpNw5PT8vBk+1pLwGIyYPX0aFxEOFgD9EryFC1Id0MhMPVGqRqmxFrGBV8wHN0YWrIwyJhIrqcEybF6eh7WTM+Dxx+itX0JtVxSSTmhzfXVqGb5sUgqdAROtx8efwi/npSNJ6blQiaRQCaVwNA+z5xuP/k7xOoW4AMX+c33+7r9IZIcJowKqHPxB5sL/fRa9E6OtttxVZe2eANw+0P4w8d1+MPHdazxFPZNYXUxEMlePnDF3fusdjx6Rw5uzdTjge30eVRltWP5hGz0SVFjy96TtBh3bLYR4wb3uvLZlGfWEnMWysxZiIBN0JSZsyCTSFBpteGM3Y1Elbzd5V1Be1Yy3ePjIZqZlbqpWiWtbZsJ5jl/DHMrWa3Aff9zkCZ7k6SW41K77M2r/3Vr+96rZ7ZoixBxo6FHk2cnT57EW2+9RRJnACCTyfDwww/j73//e4fONX78eNKpkwtvv/12p8f5Y8WFZg/qm9zkv/mctuIRcqVuULRKGanz8NyHdKer0mwj1s/Mx8isVNxjGYh0nRqb9hzFlr1WbF1UIujqmaJRxMxa/WB3o66xFRnJajw2OQePSwBfIAR9ghL+YJjUfYgApKDy8okm3oycuV149ruzzdhC2RxxZcNKTUasmp4HqQSsFtOx2caYASI1iKJmH3uqroMIESJE9HQwK43iWdO4WjNjVbBdbPFybuiIyo+DZxx4deGteGKKEk3uANp8QWQZE7Bhdy1t7TGbDFhiycLjU3JQ1hKt9E5LUqHFG8Dm+cWoYGhDEYmWN/efwdLSQdAopSjsm4IElRyrGcQZEN18b9pzFKtn5OE3tw+Gwx1AMBRBP72G5dCnUcgEq7iZ5BmBWGtdv1QNijP1WL69Gm/eMyruzXGs9T9JrcCnD48T3FxfrWoWUVLhCoQqNLnMNYTadUuzjbwOrgB39dOT03KxyOGBRCIhiZ6S/npa9eLBMw7O5wDhiEs19iDHzqO9K4R4ZES4YHf5IJNKOF+TySRY9c4RFlHHJPKpzyxqWzizWvWhHdV48e4iAECzJ0ASksZEJSrKRrDMtMwmAyrKRsQkmvnuA0JihUmglfKQ1zf73EpLUgnK3hyqb8LwzFRIpT16yy9CxA2DHj2Thg8fjmPHjmHIkCG0vx87dgzDhg27PoO6ydBZBzEiI0UtGecKYOIRciUyVNT3NDg9eO9IA1vnoc6GtbtqUdRPhwP1DlRXXdFYixVASQAoYwQiaoUMhX1T8Leq03j0rSPkRun3n5zg3HCseOswFLKo1sPGPUdZlWpUrRZqhpOZDSNaAJwePxLVCrz4s2Fo8QTg9ERfk0gQZewEwAyi9lnteGC86abRdRAhQoSIaw1mJUqsNe2Zuwqx4u0jrA3fQz/JFvyccw4PEpRy3EKpZKZWfmiVMqRoFdj0/rGoecxEE/7+5Q+cbfwauRQrp+YBiLY0tnqDGGhMICu2mcdLIcGamXmYtWUfXppfjCXbDmDrohJeLc9Kqw1nm9w0g5pPH74io0El/DbPL0Y4EmHoOxmwflYBDv7QxLlmV59tFkxIfVR7idyMJ6gUcW2OnW4/NAph3SZDgpLWwseH7qpm6Wz8dTOjIxWaxO9gd/kxp7gv1jHE/8dmG7FxdgFOX3axJC0I4oWaXOQia0qzjXj/oVJSy4uoXlw+0cT5HKissyEcidBagImxPzW7gJdM5iL5CHKZr1KU6qLLha2Vp3Hv2IH44yf0Kje1Qso7tz+vs6HB6cWJxjYkKGXYvdyCvd9fgloh43TmJEDEnyq5lEZIxpJj4ZsDQvdBJBI1I3mCofX2QLuW3I8N3mAYLzOIM+DKdb63NAsJKjki4ej8+rE/Y0SI6Cp6NHn20EMP4Ve/+hWsVitGjx4NAPjqq6/w8ssv49lnn8Xhw1ecp4YOHXq9hnnDoiv6K0RGqqifjgx+ufRGYgm5UjNUxAaluJ+Odg4mKutsuH/cIHgC9IWcT++k1GTEsvEmTN9ShXJLlqCwZiQSoWXm+TZK+6x2qORSvLZoBF746Dj+/J9TKLdkocw8AACQlqzCp8caaVotzAwnd8AftQdvaPbA7vLTMkm/npTN61paajLiyHkn6+8qhVRcKEWIECGik2BWGsVa087Y3Zwbvl+OGxTzs1a+c4RWoUyt/Ci3ZOHFj47HXFu1ShnmjeqPdbvo+p/bl47iX1OtNjjdAZrbdEdcp0uzjUhUy3GysQ2hSAQbd9eSn03VVgOiFeD/PnEZ9XY31u4+yrlmH73gxKbZhVjzbg2tuouakAKiLaRqReyWPaqpUUeE0oXQ1WqW7nRwvZnQUY1B6u/AFP9XK6RY+24tPjneSB5PlbQo6a8nf3M+sqayzoY179aQjp1E9aLQc4DaAkwde91lFxaNGcAik8dmG7FhVgGmbq4k/0YkboUqRZeUDsKSbd+wPp8g1SqtNvxqUjaNPGM6enKhsc2HX/7PQZKgWz7BhESVQjB2JpLX1WebMWdYXwBsORYqKturbV/46Ht8cuzK7zM224in5xTC5Q9i/shMLDZnsQhP4nsRxgpEBVz5699g93LLjy7mdbj8/ImOOhuemJoLaftjUtRAFiGi6+jR5Nn8+fMBAI899hjnaxKJBJFIBBKJBKEQd/+7CG501UGMCCCYhBURKC+fYIJSJkU4RrUUQShRNyixgnYgSgpRBWMBsESQtUo53P4g+urUaHB68Y/7RqPNG8K0wnQ4PX4s314NW5sfQHTxX2oZiF6JKpSbs7BwVH+oFTIkq+W8AVJeRgp+R9nMMMvSizP1tLLyeNsnnW4/qqw2BEJh2likAEZlpSKMCCuYWjbBhK9/YC+eOtFdR4QIESK6BGqlkd3lFzy22UOXIKDqk+24ZxT2nbTTNoIAZbPLIAeobYbMzTrfOsmX8GmOoZ10uS1apUatIBEC8XqpyYANM/Px+feXsXZ3LV6aX4yD9c349aRsWExGBEMRJKhkACTY+/0lFPWNfo9XFg6H2x/CircOc2r1uH1+8po73H74gmF8ecpOJqQIraV1u2rx4t1FgnpxRKxDVMIB/K6J1wJOtx9r3q1BUT8dysYMoGlBrX23RvD73Ozoisg8lUhzuv1YvqOa1xxi9fQ8jKeI48dL2hFdErHiVH8ozNL76pWoxOd1l3GPZSBWTMmByxuCLkEBvVYJKYDXflGC5vYKM2Yilzp+qUSCdTPy4fIHUZypI4/RKmVYNS0Xhbek4JzDg4qyEUhQyUmNMLPJgNUz8nHB4REcu0wiIQlG4txzi/ti3Yx8NLb6aFVwRy84sWBUf2zffwaLzVn4x9f1MLZrHMf6Lc85PMhJT6aRZ5/X2bDi7cMYlqknn3dcbriNrT5OXcQfo8Zvqzco+HqbNwhDohISxNbQEyFCRGz0aPLs9OnT13sINy266iBGBBBcrl1ahQwZKRqsereG5QTEBJVQIjYoF5xeXGgWXtx1GiWn6xW1rHzrohK8ffAcHr5zCF6rogchFpMB//zlbWhx+yGRShEIhREIRUWXq882k5ubrYtKeMfQkcxjR7LadpcfRbfosH4P3VnzjaWjsGTbAU7NiSXbviEzowT49B9EiBAhQkTHQG7MG9sEjyNIJT5tNAtjI8ispqJu/qhrHHOzzkdu8a1LscgwpUxKawNrbPXxG9tkG9ErSYWti0pQfbYZ016qQnGmDpvnFyMUiWDLgmL8reo0reKFqGAxJEYFv1VyKbRKGZ6dO5RGEhAEQF+9BqdsLiRrFOiVpMLOb8+juJ8OL95dxDIDYsYr1FYwjVJ2RbeJI14ZaEzgdNW8mrC7/Jg3MpN1bxD3gt3Vc6tDrnaraXe5mQrFuPusdqybkU/T6IuXtCO6JGLNp1v0Gry8YDheqzpF10QzGTE8U4//9+evSCKI0Elb+vcD5N/eEKoUrbPhB7sLb+w/g8cn58DW5keiSgadRokNe2pp7Yyl2Ua8s2wMGpq9OFDvwGmbC0fOOwWryL48ZUd1vYNsPa2ub8ba6fnYQKkoJc69bmY+LjR5kJeRgn98XY8NswrI+yHWbwmA7DShospqJ90jAW43XL7r/2PU+E3SyLF8oonTlMHtDyFRLYc/FEYk8uO8PiJEdDd6NHnWv39/zr+HQiHs3r0bs2fPvrYDuonQVQtpapslUwfhmbsKsbXqNCqttg63SaRolWho8eJSi1dQvyxRLUeLJ4Cti0pIUdc3v67HvJGZ5GJsTFRhxZQcrHyHW/T4qT3HsGp6HlbvpAunUrNcQoi3rYXIagNRG/Q2XwA67RUDAmYAGgxHsJFBnAHRjJGQ5gR1PGaTAetn5vfYAFyECBEibkQIuS1SdYv4KsCqrHZIIMEbS0ehyeWnkUBapQz6dl2lFm8AiSo5nrmrEBv3HGVtFvk0PvnWJUFNUJMB6SlqPDghG55ACM/cVYiJg3th3OBeHMY2Biwbb8K8v3xFfs+X5hdHE2dKGdKT1Vj9bg1Lr4z43OmFGSi3ZKH6bDNWTculXSMq4cgkAFZPz8MHNQ34839OsYTCqfEKsx3ylYXDaccy19Cdy8Zc83UyGI7wykEAwLoZPdPl/Vq0mnaXm2msGNflo1frxEvapWiVeG7uUJxpcguaYdScc7KcKYFoy2EYVzTRtEoZivrpEApH8Op/3YpgOIJD9Y6Y409QyfHTW/uhzReEVimF2xfCnz5lx42VdTZs2HMUxe2VXFsXlfBKnDB1eokEcLklCxv31LJaAyvrbFi3qxZrpudhjr4vjJYslnOp0DWqPtuMvPRkzu/HfI5RE9IWHq23zrrd3uhQyaWornewiPjN84uxff8ZSCTR6rNwJIIhvZOu40hFiLg50KPJMyaOHz+OiooKbNu2DQ6HA36/cPuECH50Nbsn5Dg1PFOHlW8fAcCvQ2Y2GWgZKioikQhu0Wnx5NRcPPP+cZpmQmm2ERtm5ePYhRaEAbJKbPTAVLyxdDQ27KmlLSDbl47iFB0GgJyMZBZxRh0nEeDzbThiOSf1T9Xi/Ycs6KvTRF05d1STbSPPf/Q9y0V006wCuANBhCPg1C+Ix4HslYXDyay8CBEiRIjoPjjd0bbNtTPzOcXJn55TiPW7awGwK8CYLVwKmZRW5axVylBRNgKrdtaw1ryKshH46pSdpnnJt7byrUvE8VKJhCWI/sB4E3766pc0d8Bxg3vR2lUdbj+cngB6JalI4oyrsk5ozSU2wGnJKjy4oxr/uG80jSTjIxwr62xYv7sW0wrTWe1bQJRIAIBLLV78YHPRtJK0MUwCrkclRjgc4a0q2me1IxRL7+I6oKtSH/Giu9xMOxrjdoS0iwB47fNTWD0tj9UhQCWgmN0ABIh5wFedOjGnF6YWpAuO3+ULkm2LpdlGrJ2Rh+r6ZsHPIwgragXmsvEmRBBBsloBfzCMy22+dodGB4Lt96FQl0VlnQ2hSARpSSrWb5OiVWLjrAI8yTAqiecaccW7vmAYY7ON2DS7ABv3HKW9dq1br3sKnG4/1uys4STiJQAem5wD4Moz8sd2fUSIuBro8eSZy+XCP/7xD2zduhVfffUVJkyYgKeeekqsOusiuiO7x+c4dcrmIo/hapO4Ra/B3uONCEXCOGNzweUPwuUPQadRIC1JhUSFHC2KIH73r+9RlKlDmXkA/KEwMvVaHD7XjGmbq8jAmciu1Jx3YgNHtZaQzks8bZcP7qiObjggoW9oTAZk6NQoNRk4iS6zyQCpVEIGAI+1B51CDk1P7jyCYZl63kyccOVAVFuGKNf+vqEFBksWx1lEiBAhQkRHQa26IYiw+8cNgkohhU6jJN0W188qgC9I1+7k2yRTq5xXT8/Dy3utLIHtyjobJAA2zS7AnOK+ePKdI6iy2sm1dfW0XKyYkoNzDg+UMim8gRDnOuH2h7Bj/xmUjRlA6mz11WngCQTh9Yfw4t1FtHYfKiFCuN89uKMa80ZmRpNBPGsZc81lkoZpSSpyU37e4aUdG8+aXLHvNK1qZ9W0XHgCIZxsbGOZJJhNBkzK7Y2JOb2w9/hl1jmvV6WK2y+sUcSsrOsJ6KrUR0fQHW6mHY1x4yXtqCTi3SP6oThTz5LRIMhdripQYj70SlLh1f+6FXKZBMWZelTXN5Mk+oJR/fHtWYdgpWivJBXNQfTZ94/T2hqZSFTJsWpaHn6+dT+A6D32XX0zbs3UI4IInvvwOIvgmjk0g3T8FILDFYDD5UdmqhZ99Vraa3qtAtOHZqDcnIVgOIL0FDVJ0r22qASe9u/MpQHJxEBjAvlMevHuoi673d4MiJoycBPxVVY7HvAFoZAqIJVKkBAjkSBChIj40GPJsy+//BKvvfYa/vd//xfZ2dlYuHAh9u/fj82bNyMvL+96D++GR3dl97gcp5LV9IpAZptERdkIFN2iw+UWH176zMqqwHpqdgH+/sVpfHr8Mj5tD3iXTzTh//vqDLd4KoCVU/NYdtyAcLVWPG2XxAblvQct8AXDON+uxVZ9thl3v/olnp07FGFwl743u/0Y1CsRze4AysYMwPyRmeiXquUNbqqsdpRbBiIS4c4681UOWEwGLDIPwMLX9sPtD8FiMuDpOYWs3+Vqa5WIECFCxM0IZtUNsaZt2WvF2GwjreqG2Pg3OK8QQ0KuzVJI8P5DFgRCEbJimwqtUoah/XRw+0O41OLF+pkFaPUGcbHFi15JSqRqlXjqvWOko6BWKcPWRSWshI/FZMD8Uf3xIKVFdOcyM57/iL1pJgg9KiFCxAw/tCfH4tFW4yMNS01GbFlQjPRkNe298azJ1KqdrYtK8MpnVlxwelFd7+BpgzyOxyfnkO8l0NFYpzvXz5QYRj6xqtqvB7oq9dFRdNXNtDMxbjykHZVElEslvPEcwI4/Y5HoK946jBd/WoQGpwcZKRqsmZ6HTXuOsSpRibZpahJ5sTkLcomEdyxtviC2fGbFjntG45TNBbk0euzlVi/e/e4CrXWaILvPOtzYcc9oJFJMB7jg9gexZNsBWEwGPHvXUNySGiXQiDmTnZaIYCgCrUqGP35ygkZkMzUgLe1GIEzZlLHZRpo2YVfvj5sFsealXCaFRCaBBECkB1a0ihBxI6JHkmd5eXlwu91YsGAB9u/fT5JlK1asuM4ju7nQ0exevMGjUMbPbDIgEongYosX7x1p4KzAeuKdI3hscg4+OxF9f7klC3fm90ZeejKWWAZy2Fbb8QBPhVlX2i6JwKc4Uwdpe1DyYHsVXXE/HfLSk6GQSlFuzsK9pYOQlqxCMByGwxWAQiaFJxCExx/CKkprKFN/hQmtUoavTtl5Kwf+8XU9Xry7CG3eIJyeALyBEL6gOJABURJu1c4a2obuWmiViBAhQsTNCLvLz+mMWFF1mrPqhvhvYh2M1cLpDYYhaf87dYPKTz4ZsGF2AZ7acxRfnGpCuSUL80dlAgDSklX4/MRl3DpAjzLzAABAeooG79c00NYJQseIuc5U1zdjWqEXfy8fGXUWvdxGrvUZOg1kUglKs42syjri+yhkUmy/ZxS+OGmHXCrhrrS22gAJsH5GPm2ti9fhU6uU4817R+P5D4+jympHmZm/4maf1Q5bmx/FmXqsnpYHbyAkGOtwxTluf4isHifQlfWzu3S9riW6S8ifC1crsdeZCjY+UoYYI9VtN5aO4KUWemWlMIkO/OPe2yCTAn//6gfsPX6ZnFe/HD8IMqkEbn8IfZJVtBZr4v0A8Hh7ix4TVDffdbtrSf0zrVKGf9w3Go+9FSXtjYlKVJSNQGt7fKlWyPDxsUs4fqEFWxeVYMm2AywCjVolVmW1Y+U7R7BlfjFc/hAr5iSIsa9ONdHiVYlEgncfMEMqkUCtkGLdrlra51yrlswbMcEca16GQhGopNHnZliAXBUhQkT86JHkmdVqxbx58zBhwgTk5uZe7+Hc1Igne+N0++FwB1j6YHzBI1/Gj8iOJShl6J2s5tX8qLLacb83iPvGDUR+RopgqwuxwGpVV8qRqYG8PxTG5Pw+OHLOiY3vHaVl6tKSVDQNGSqIgIAYs9PjRzgS4dWneHxyLjYxBFVLTQY8MMGEgxQdilibg1A4AokEpNMQM1O+YVYBeier0Ts5aj5w139/wXke6obuWmmViBAhQsTNiAjAK8j80I5qzqob6joYTwtnqcnIWtd4NcCsdqzeWYNhmXp8cvwyi1i7dUAq/vhJHbl+nXW4WeQSV+UYn2A/da3vnazGxlkFaHB6sHyiCcMz9dAqZAgjgi9O2snElsVkwONTcjgrwoFooszlD9LWOiEygrpJV8gkkEiABaP6o9wyEHqtQrAyxhsI4fDZZtzDEDRngi/JtGyCCQfPOGjHdmX97K7K/2uJq0X4Xe3EXndUKJ13uHHG7kazJ4DMVC2WTzShouq0sPC+JQsSSGj3s6B2mNWOH+wu/G3faZSZs3D4nJM0wHJ6AtBpFYhEIjjr8HDe5/usdijaHXP59MWI4+4tHUS6M7Z5Q6goG4Ej55sxfkgaZ/vmYnMWtladxurpebTqWOa5gei8bmz1YcOeo6yYs8pqRwRgtZdW1tkglUgwKC0RAK5LS+aNmmAWMmWwmAxIUMngC4UhkwJB4W5xESJExIkeSZ6dPn0ar7/+Ou6//354PB7Mnz8fCxcuhERkza85LjR78J8Tl7Hn8AVWQCsUPFIzfk5PAFqlDHKZBAqZFC5fEBEI/5ZOTwATOBZygNu2GmgPruubuTcm2Ua896AFl9t80ChkSFTL8cKHx7HIPABh0MV7S01GrJmRB38ohJ/kpKHFE0SKRokIInjhXydY48nLSOHUW6u02hFmjDPW5uDLU3YU99ORFW7l5iykaBTQa5WsACLeNoprqVUiQoQIETcTnG4/1r3LLcgMRJ/vfFU3HWnhrLTaEKG48AHCm+0qq50knujnseOJaXkYdosOB+odvKLchDsmtQKun16L5z48FnOt17YnwL4TIBSrrHYsbvFxjp2Ai6GJGgxHMHNoBjbuOUpLalE36aUmI05caqW7cXIQj1ToNIqYpJRQkikUiXDqSXVl/ewOXa9riatB+N0Iib1zTW48/vZh2pygthpS718g2tHw7xOXsXx7lFCi6v3Gqs7zBcMkwVRRNgLPfXicRbCvm5kPY6IStja2YZrbF8T0oRlYOSUX9U1umgYbgCtkt0qGMYMMNLL76TkFeFEg3i7O1CM7LRHbl46CQi5FqzeIQ+3PF+acc3oCvDEn1TWTCmoC4lq3ZN4I9yEfUrRKbJiVj9U76Q7H5vYqvz99Uoff3jEYKoUcDpdX4EwiRIiIFz2SPOvbty+efPJJPPnkk9i7dy8qKipgNpsRDAbx+uuvY+nSpRg8ePD1HuZND2JBKRszgLdKTCh4ZC6A1MzO1kUlgp9NVGgJOVIRC7DZZMBn3zdisTkL0wq9vIL8a96txcN3DIY/FMGXJ+349wkb/n3CRgtuUjQKpCWr8Mz7x2i6DLfnpuGRO4dwjicekWMCzEwlsXm5baABMokEnkAIOm00wOLS06Ei3jaKa61VIkLEjYqW1jak9uod87j09HTUHv726g9IxHWHkCDzPqsdD4w3CVbdxGrhpKLKasf9403k6/FogHHhQrMH1WebBZM2WgW7Am7rohKWUyaVYDvR2IYUtQJNbj9e2lsXd2KLD3KpBMWZ7JbWe8cOxIopObjY3vZGEAC39tdj2XgTlmz7hnYegnh8aX4xZBIJUrQKyGVSOFx+KGRS9DdokR6jekQoycS34Qe6tn7eaLpN3U34xUrsNTi9OGVzdUsLXWda8pxuP1YyiDMA5Bwh7nMiVts0uwDrd9eSWr0AyHvbbDLgN5OE9y3UuLfVG+Qk2NftqkFF2QjS8ZZKfieo5ZiYkwaH2086cQLxGZb0TlYLPufKzVlobPVh2RuHUGoyoiiT/zkWy2SA67l1PVxvCdzoCWZ/KIxhmXos5jGuePiOIXD5Q9f1GosQcTOhR5JnVEycOBETJ06E0+nEG2+8gYqKCrz44osoKCjA4cOHr/fwbmoQC8r8kZmCx8UTPDIzO9Vnm2O2TJaajILn9AXDsJgMWDMjHwv+GhVP/Xv5SFpGmopKqw1l5gFYsu0ALWhgBgBvLB1FI860Shn+38hMnHN4eMchhASVnOaKtOKtw/iv0f2xaloeFDIp1u+q4WzfefPremycVcC7aMfbRnE1tUpEiLiZEAmHccdTO2Me968nZ1/1sYjoGYiVfFAppDE3VnwtnFwIRSLYuqgkWgmWKkz4CMkAjBloINeViqrTqCgbAalEgoNnHCi3ZKFvqgbrdtErpplj49t0v7F0VFyJreg6zu9IXWW1sSQK3P4QvvmhCUW36HDkvBOFfVOQl56M135RggydGlMpbttUVFnteGCCCS5/CC/+63uW5EGs9ivm78zlEkq061E//8e2fnYn4Rdrbp2yuUgSqCstdJ1tyYvlZPj4lByMze4FQ8KVzoA10/PhD9ZwVk5WWW28LXZMh0knj45vpdWO+31B3Dt2IAr6smVNxmYbsX5WPs1hVkhrjXg9HqKeeN5UWm345fhBnOTZ2GwjEpTCW0vmc+t66/zd6AnmFk9QMFnR5ouOv3eS6loNSYSImxo9njwjkJKSgmXLlmHZsmX49ttvUVFRcb2HdNODWFBi6XTFEzw2tvpoAUNF1Wlsv2c0IoiwSo0Xm7Pw5tf1mDE0nXYOZjCbZUzAYnMW/vDx95g3MhNb9lp5Aw4CRIAglCFnnoMIPPgyz7Guj1wqwSP//A5ufwhmkwHP/3QoEpQyfFvvwB4u04R2MeUX7y5Cb4YbGTV7mqJR4Ok5hXjinSOCbRQ3ojixCBEiRPQExEo+6GI4JxLgauHkQiAYxpJtBwBE26wsJgOrGgyIto5RN9sEiE34hCG98OGvStHiDSJZI0eqVokt84tJ/dLhmXrW2sNcy/g23fGusxVVp7F7uQVrdtHbXgnHQKKCjKj+TlDJ4fIFUX22GQ9sP8Qiyf75y9t4dc0AQK2QYQvDwRuIr/0qRaMgdaCC4QiyjAnYsLtWUG9VXD+7hlhzi3o/draFristebFIlbNNHmS363RFK+T8SFTJMXNYBsrMA2hVQOt31eJ3PyvC5II+OO/wQCKRkKYjxZk6lnaYUFwpl0oxpaAPS9aEcOZtaPbil+NMWFo6EF+ctKOk3SCAC0JVlVSkaBT48tSVz1LJpSwisDTbiKfnFCJJLeeNOZnPrZ6g83ejJ5iTVMJbeWL8otmmCBHdgxuGPKNi2LBh2Lx58/Uexk0PYkER0umKJ3i80OxBfZOb9je3P4Sl275BRdkI3N/u7EMEGdv3n8GCUf3xHaU6TajsnLDoNpsM6BsjK0kNSPiCBmbQQrTZFGfqOa9D9dlm3g2O2WTAiUutZMBNuCpNLUxHmoBpQmWdDW3eIHonX/kbV/b09tw0PHNXIbyBMFq9ASSo5FDKpGhs9cIdCJGtCTeaOLGIGw/5Q4ehoaEh5nEtra3XYDQibnT0FOez7kw+MFs4mWBuLL9vaMHTcwqxamcN7fjSdvOYjXtqae+naoONGWjA3P+upI31mbsKsXpnDSqtdswf1Z/1+UfOO2kV4cN5Nt3xumIWZ+pw8EwTHp+cA1ubH95ACCq5FAMMWoQjwK399aiss6Gi6jTpqt3k8mN4ph6wgFXllRCjHUwuk3RKYgIAlDIpaQqxfKIJf//yB8FKncNnm8X1s4uI5czOJIc700LXlZa82MS5AgfOOGgi+kT75sY9R/HxsUYA0e/55r23YS2TRDYZsXOZGR/U0p1wS01GTmKcgEYpxab3jmHRmAGkcyWvEUm2EbOH9RU01PAFwzja0MIb51tMBiSp5aioOk3+Ta9V4tm7CkkjBZIk3F2LDbMKeGPOp+cUwh8KY1JOWo/R+euOZ/z1XK+UcrZRBAGzyQCVXAq5VIIUTc8mAUWIuFFwQ5JnIq4NiAWFz1EoHvKFqpvGhK3Nj/LXowSaTqNAizeIyfl9UNxPh8ffOgy3P9SujRZBUaZesOx89bQ8PD27EN5gKC63LgLMUnWuoIWaRee6DscvOLF6ej7LbZO6kSnO1JFVbpVWO8rMscvkqaXifNlTIjjbNKcQwXAY9U1uWkazpL+ebE24kcSJRdx4aGhoiKvl8Z/LJ179wYi4odGTnM+6O/kg5Eb96J058PiDmDCkF3SaK61gzGd3OBKGxx/A7bm9sXBUf5bOza2Zenxxil19dcbuJokxLgJMIgGWTRhEmujIpdzGPrGMb4Boayeh41lz3onLbT784eOoA+j0oRmYMLgXtswvht3lRyQCrGPIF3C5aico+StazCYDHK7OtV853X6sfOdIXK6I+6x2rJ6WRzp39hSS90ZELGd2aiUWgY620HWlJU+IVLGYDNAnKLH07wdof/+8zoZVO2vwwt1FWDEliFZvAIYEJVZQ7i8ClVYbNuypxbBMPc0J/pE7h+BPn55gdVuoFTJcdHoQDkdQWWdDmGJkwWtEUmfD+l21gjqEKrkUFVWnsXVRCaQSCauabN3MfFxweFBuySLjykS1HI/88ztOYtIXjFb0dTXmvFZzq6vP+Ou9Xjlcflb7O3BlHjncfvROVKHNFxSfTSJEdANE8kwEL6gLCtNR6Ba9Bn3aWwpPNrbxLm5E1q+on44tWKyU4dm5Q/HCh8dZpNOzc4fioR3VWLLtAN68dzQkEggGs4FwGJt2HsWaGXmCiwgzGKNuIEqzjXhqTiE27q7lPMbNcAYjNiy9klRY+NpXqCgbgbJWH2sjA0Sdiu7M74289GSoFTLotQo43MJBXYJKTl5bjVKGon46HDzjoGUPCT22R/73W9Y1JDYea9+twaY5hWjzBq9qECJuIkSIENFV9ETns64kH7ieixk6DV64uwgnG9toVRvz27U7mUYxTJ2p05fb8MwHx7FgVH9UMDbMFpMB62flY/pLVayxNFPaLbkIsIKMFCzZdgD3jRuIxyfnQCGT0vQ6iUowIpHE2mibjNgwOx9P7TmKTyi6oWaTAWun5+PIOSdWTcuDXqugfZ/lO6pZ2lJMaYWx2UbotArOTW5pthGLxgxAMEZfEl/7FbM6KVZiyxsIIUWrvO6b5psBzLmlVsiw50gDr3NqrBY65nxLbXeH5au6EjofH6lS2l5dNve/v+A87+ftnQOD2ls6jze0cBLNWqUMwzL1mFqYDvMgI5LUclxq8WL59kPYMKsA95QOxJbPrCxN3JIBqdAqZbTuCSHCV0ijjEgqF2fq4A2EMbMoA2um56HFG4AvEMYXp+yY8VIVKTtSUTYCA1K1cPmCMSv6BqUldvpZ3dG51dX4s7PP+J6wXmlVcvy84mvW3oTYg7x1/xi0+oNodgeQqJKLcbkIEV2ESJ6JEITQghLP4kZk/biqtvgyZdX1zZhW6MXfy0eisdUHCRAzo+xwB1BltUMqkeDNr+tRnKlHuTkLCrkUMokEX56ys4KxUpMBA40J+L9f3gatUoYElRwpajk2zCqAL3glWKK2Zbr9IVZ2vDhTD1ubH+ccHprDEcAvuFxqMuLRyUN4s/el2UYc+KEJKynmB1yZ+FhCsISoLJNc6+4AX9xEiBAhojvQU53POiOULvRc9AZCWPDafs73fV5ng93lBwDWhhCIkjt7j1/GV6eaODdMLR4/q2LlUL0DWkW07VGrlEEulWDFlBw0tvjIamWCfMrPSGHpKTHXn+37z2D19Dx4AyFcbvWhT7IaF1u82LjnKM1wB4iuRxvfO8qp4xmPyyW1AiRFC1pMolHK4HAH8JfPTyIvI6VTEhPM6qR4dF57wqb5ZgF1bjndfhw+28xJSsVqoeObbxVlI1D++jesc8bTkscXA/9gd8HW5ud9H7WircUbZL0uFBu+tqgEHn8IxxpaUF3fTHtfpdWGjbuvVJIRRG8swlcmlbA1ykxGrJ6Rh7b2sRI6gx//Ziz++HEdy9BrX3uMvWV+MRpahLUbuyKy39G51V3xZ2ee8T1hvdIopbi1P3eLfWm2ESqZBP4QEApHerxzqAgRNwJE8kxETHAtKPEuboRmBFfVVr9UDethTw0oqK6ZbywdJTjGBKUMWxeVwNbqx68nDcaRc814sL3qa/P8Ynxb72AQZ9HM4den7UhNVKGx1Qe1QoZLLV6MH9yLDJacngD8wRAm5fZGBOzNBLWajSvg5i2lt9qg+ESCR+/MARjnLTXRxZQJcJkcxGov+c2kwfjDJyc6JaAcL7pjEyFWrYkQIQK48Z3PCHA9FwlB7x9sLijkUlSUjaBVdFGPi6C9IotR8fLABBMp2M9M5hDvnTE0ndTvImA2GTAptzemFfTBnFtvwd/2ncYfP6m7cm6TEXOL++LesQNjOvNV1zuwYFR/XHB4YEhSovpsc1SnDGARZwS4dDyBqBMcIdRPJfqIa5KiUbDWECImcbr9WL6jGgfPOLB5fjG27z/DWXluMRmwaTa/czVT2yoendeesGm+GdHZFjqhOCQCYPX0PJY2Wbxt10xyz9bmhz8U4Z2/AL2iLVnN3moJxYYb9hxFcaYe1fUOVsI0ekxU+gMA+qdqsXyiCWqFsB6g2x/CE1NzAQC2Nh8CoQguOj047/CwzDmaPQEWcUZ+dp0Nja2+qyqy35G5db1J7J6wXskhwbLxgxCORFh7lGXjTYBEgggiMCapbpj1U4SInoweT559+umn+PTTT9HY2IhwmJ5ZER03rx9iLW5E1jwciWDrohKaDhexSEf1zOjgCyi+PGXnFeUvNRnx/cVWGtlWajJgz4MW1NujRgWLzVkotwxEJBJBX50GoXAYF1u82PndBdZik2VMQG6fJAxKS8TJxjb85PdfkNoT1Gq2A2eaUHPeiZfmF8MXDEOnVeKZOQXY+N4x8rvcmd+bl9zae/wyfjF6AFklBwBpySpIIhL87C9fcmZemSYHsbKN4Qg4NwBA9wX4Xd1EiFVrPRuiEYCIa4mrsSm71OKFw+UnnSf1WiWrAqq7wXwuCpnecFUUr3u3htXKSOgcPTk1j1MP6VC9AwqZBJv2HOUkvyQ4jqdmF+KJndz6S2t21eK3dwyhkWrMc6yYkgMA2L7/DG7P64MGp5cU2S/upxO8JsyNm9PtR7JawUn0EddEL1ANQr3GD+2oxkvzi6FVyvDIHUOwYooEDncAwVAEh+od2LgnWvlGvI+aqGFqW/HpmxJGDQAQRjS24SL8uL6riPjRmRY6oTikss6GNdPz8OnD4zqlv+V0+6PafABrXnLN39tz05CojsputPkC0GuV2L50FJo9AfJeiccBk3idS6/MFwzDbDLgg9qL+O5sM+YW96WZfVBRajLiUL0Dxf10WLLtQFTHbEY+jpxvxqb3jrFiTW0MYw6nJ4B+qVpWJRuBrrrQEoQU3zPO5bsyt643id0TnDrb/CEs2XaAswp5ybZv8Nb9Y+DyBWFIUEKhFq6qFSFCRGz0aPJs/fr12LBhA0pKSpCeng6JhFu8Nh58/vnneOGFF3Dw4EE0NDTgnXfewezZswEAgUAAq1atwvvvv49Tp04hJSUFkyZNwrPPPouMjIxu+jY3F4SyLXxZc2qQUdJfj1v0bGKEr5KKCGYlFI0VrVKG1dNyMfQWHeodbloWsNJqx5p3azCMI0AxmwxYNyMfmz84zptdf3p2IQDAFwzRNF+IaraXFwzHyAGp2PKZlZ69zzbib2Uj4PaH8FrVKeSlM9LszGulksM8KKrlcqHZg8V/+wYbZhXw6nNEx3SFMNPFcM9RK4QXyu4I8LuSebveWUMRsSEaAYi4luhOd0sAqLe7aGLwQLQS6ek5hcg0JHR5vFRQK2iZ+luxWuypG+QxAw2CG2uJJErcMPWQzCYD1s/Ix5//c4rzvVVWO9yBkKDL80MTswW/49kmD6rrHXhwQjaMSUq4/SGUmgyoqDqNf9w3WvC91I3khWYP/nPiMt47fIH3mqyenif4e1PXHmLNnP/XK62w1M13fkYyLrZ4cai+GRv3HCWPJxI1z80disfbq52ISvnV0/OwZnoezjd7EIlEK9Kmbq7Erf31eGD8IDxIIUyYJMq12DTfzOhoC12sOMTlC2JYe3VkR0Ak94r66XD0ghNFmXrS8ImIC7fvP0PO39tz07B6eh4e+d/vcLC9cuz5j75nJWlnDE2P6YAJ8LvCp2gUZOeD2x/CpveO4rd3DiHNPghYKAYEBCrrbFi3uxa39tdztrJq5MLkmUYpw5PvHEG5OQtTCvqgd7KavB6XWryYMLhXl+K2ZLVCMNnw0+G3kP++3pVf3b1edQatviBnFTKBNl8QyWo5/KEwqVUtQoSIzqNHk2evvvoqXn/9dfz85z/v8rlcLheKioqwePFizJ07l/aa2+3GoUOHsHr1ahQVFcHhcODXv/41Zs6ciQMHDvCc8ccNoWwLX9ac0Ev44KFS6LTR9zMXHb5KKiKY3bnMjEAoDFubD7fotVi3q4amC1ZqMmL7PaOxdNs3qLLayRYO5jj8oTDvBmKf1Y42fxCrdtag0mqDVinDvWMHYlJOb4zN7gWNUgqNQo71DNtxACQJNLWgD2/QQ0WrN4Al26L3GGGUII9BEg80JmDnsjFIUiuQqOZ2H9MqZVg1LRdyKbfgM4HuCPC7knm73llDESJE9Cx0p7vlpRYvizgDoiTSE+8cwe9+NqzbKtCYFbTMyupYLfbEWjE22xhTc8sfjOCVz6ycpNP6PUcFnfVibSZVMRIuA4wJeHxyDj77vhF//s8pjBscNdpxeoPw+EPYcc8o7DtpZ601pZSNJNWFm6uanPgua6bnCf7ezLUnGI6QFXDBcARZxgRs2F0rWOlHTdQwq50S1XI8+c4RfNLuak2A6XRIjBeIxj+HzzZfk02ziCu4GhVA1OTeEnMWhvXTcZI5i81Z6KtTY86wvlEXyv/9DpVWG35zezYaW7woN2dh4aj+tDhs03vHYjpgEmC5wrfPpVM2F7YsGE6ec2lpkOxk8AXDSNEokKSW47//bcWCUf1phlmVdTY8MTUXg3snkeP6vqEFG2YVINBe1cbnpisB8MVJOxaMysSnxy4hNyMFxf108AZCGGDQIhQRNu6IBWOiEqun5/EmG9a8W8OShuHD1Saxu9uNuTNI4mgLZr6ulEnhDYbFeFqEiG5AjybP/H4/xowZ0y3nmjJlCqZMmcL5WkpKCj7++GPa31566SWMHDkS9fX1yMzM7JYx3EwQyrYIZc0r62wIhiPkA5y56DA3Dcyy7XAkgn+faMSd+X2wdlcNK/CutNoQQVSLYt5fvqIF09RMoVegsgsAXL4QKq02GBOV+FvZCLR6g7jg9ECtkOHzOgfGDDKwyEHqdywbMwCAsHYK4XJEgAy+zVmCeivpKWpS78Xu8mPtzHys21VLq8jbuqgEr3xmpbWyMjcNRFasq3pjXcm8Xe+soQgRInoeuuJuSYXD5edNklRZ7XC4/N1CnnFV0DKf/XyJIWKN65Oixj9/eRuS1XIopFLBqhSpFILrD1fSiECCMnbYx2tkYzKiodlDVlxplTLMvbUfZ2Ufda0pNRmxfmY++fsRSZP5I4Vjq1ZvEE43O4FCrFlOj58k6978uh5ZhgT8/csfyDbSv3/5Q1yVflR3QAIt3gAC4TCLOKOeh5kc22e148EJJswf0Q+2Nj9O2VyihudVBDV2SVTJ8cxdhbSqQgIdqQCinpPqcp6iVeDFf33Pez+tm5GPQWmJqLvUSiZdp+SnY/2eWl7jjV+O43bALDUZkZqgJLsptBQ9M0ITd84rX7CqHlVyKaYVpqPNF4RaIYVcIsWlFi8GpSVxupc6PQHS5Ko024hn5hQiXaeB0+3Hk1Nz8cz7x2ltoKUmA9bOzMdFpxf/s2QUTja2YuHo/thaRScULSYDnr1rKG5J1cZ1zZlI0SoxPFNH06ijgppY7QmVX921XnUWGoUMUwt6Y+6t/ZCWrEKbN0Q6t7518Cw0iuha4vKxjStEiBDRcfRo8mzp0qXYvn07Vq9efc0/2+l0QiKRQKfT8R7j8/ng8/nIf7e0tFyDkfUMENkW5obBbDJAJhWunKISIsxFR6+9shDyuxEZcEdeHxxiuBARqLLacb83iPvGDaQF09Qxzi3uS+o6cGkqJKnlMCYqseOe0Whs9cFJ0ao4esEJyyCj4HckNkp82ilmkwGP3ZkDh8vPqgyTWCScosdjs414fu5QAMD3F1twzuGBRCLB4XPNKBmgx/3jBkGlkEKvUWINB7HIzIw/P3coXP5Qh/XGuMg2assL9TyxMm9XI2v4Y56XIkT0RHRmTnbG+YwJLpe7jrweD5xuPxqcXswfmYnF5izyOc589nNVkwmtcRWLSlC+7QDLSGD1tDxIIBGsKE5QyjjJN4vJgIstXsGEzmffN3KuP6UmIx65cwhe/Y+V3PzztaJWWe2QQII3lo5Ck8uPSy1eUMMCImkSq8IOAGovtEApl0KfoIQxIdom+hhjzbKYDKgoG4HnPjxGVt70SlLFVelHoNUbYFUPvrJwuODYmISoVilDryQ1Vrx95IbQ8LxR1kqumIMrdinlcNbsSAUQl/4qQUwp5RLBboVQOIKTjW1wuP2oKBuBSCSCjQzijDgWiMZhCpmUNRctJgMWmQdg4Wv74faHYGlvU/zzz29FP70W3551YMk2unMo8f4np+aiut6B4kw9nn7vGMrMA8jOBi5Qtc0q62xY+c4RbJlfDLc/hNrzLfjVpGw8MMGEBLUMWoUch840YeaWfeRnPz2nAH+r4p7/xLk6+wwXki4BruwjekLlFzGO7vqsjs5LXyiERyfnYM1OesdPqcmADbML4AtFibMElXA7rggRIuJDjybPvF4v/vKXv+CTTz7B0KFDoVDQN9K///3vr9rnrlixAgsWLEByMr9m1TPPPIP169dflTFca3Sm+ihBKcPUwnSUjRlAE6h0xVj0mIQIc9EhFsKh7SXybGFjOzZQrLo5v48ngNtze2MDT/CyZlct1s/Ihz5Rydq4WEwG3FXcFzvuGY11u9lZw8XmLITBLkunVsklKOVk1nDFW4cxb2QmWUo/wJCAYDiMP35yguZMVmoy4p1lYxAMhfHxsUaMzErFA+NNUCmk0GmiGTaXP4Tl26tp2UBiTEv/fgDmQVF9C6FWmFXT8nCPJbpxYOrSAcJ6Y0Li/p3JvF2NrOHNNC9FiLgZcL3mJJfLXUdejwWhzfZDO6pJgunJqblQyKQsgW1+xz07AAlWTcslq4e1Shkqykbg5b11WPnOEc7PIzacoXCE9l4gur4sMg/Aul21eGnBcEjxPec68tCOamiVMuy4ZzRsbVEXarlMAocrALc/hPvHm/Df/7aSax1vlbnVhjLzADzYfg0anF7YXX4kqOTQKGXYtngkguEwJub04nToLM024sQluhHQ2Gwjlk0w4eAZB+3YKqsdy31BzB/Vn1zPO0p8JajkrN8yFrnHfL3ckoV1u9iSFT1Vw7MnrpXMWFQtl2LtrlpaBeAzdxXi/cMNLHH8yjobJAA+eKgUDrefjEMA4GRjm2B8y6e/SszNJ6bkCo67yeXHgteu6O29sXQUb3UoQd6GwmE8PjkHTS4/tEo5AqEwvjxlp83lKqsdq9+tQVE/HQwJStp8YJ7T7Q+hd7IaL3x0HCun5uC7c05BopwJwknT7vJj53fnWaReGYNw7p2sFqyAbWz1dfp+70hi9XpXfnU3OjovlRIpvjwZdWCdz2gPXrOzFhtm5SNRLUdCDEdWESJExIceTZ4dPnwYw4YNAwDU1NAXjK6YBwghEAhg3rx5CIfDeOWVVwSPXblyJR5++GHy3y0tLejXr99VGdfVRGfdDm1tfs6y6uUTTTFt3oWQodPghbuLYGv1CQTmdtZCToVKLkUEoJFIzBbQQb0ScPCMA9WMCrYqqx1rd9WSumVUUFsrqRshIXHTZ+cOpbSvGLBpdiGe2Ml2Q6NalH93thkbZxVAr1WQLZqNrT7UN7mx2JKFokwdWW1AnOfesQNR0DcF5xwewevr8YeQolXiZGNbh/TG4hH3p7a9xIOrkTW8WealCBE3C67XnNQnKHldmi0mA/QJnd9cxdpsE8mdLXutmDOsLwalJeI5xrMuFvn0q0nZpKPjLXoNXvjwOKeWKPXzzCYDvjhlx+T8PtjzoAXhSAQquRQSiQRLXv8Ga2fmY/OnJ1CUqcNjU4bgbJOHTHwR61S5JQvPfXAM80b1xxaGtprFZMCjk3Mgl0gQikQEK+CC4QjvurjYnIXt+89gxZRcSCHBJ8evkCOlJgOWjTdhybZvaN/18zobQgytMQIqhQwvUcbaEeJrbLYRSpmU9Vt2RHYBEJas6Ikanj1treSKRQnS5ouTdvLeSktScbpKAtHr7A+FSXOAeONbIf3VfVY7hH3NAS+DjHV6YktO7Dtpx3dnm/Hw7YOhkEkx/aUvOY+rrLNhiSULcplE0OE1GIqgT7IaQ2/Rwd7qh3mQASX99diwu5blELp8QjY++76RFRfLJBJs2VvHWU0WAb3dOZbbe32TGwkqeacqLjuaWO3Oyq/rjY7Oy4gE2HOkgbc92BcKI0EhY5nYiBAhonPo0eTZZ599dk0/LxAI4Gc/+xlOnz6NvXv3CladAYBKpYJKpbpGo4sfHaki64rbIZ9eFdGuIqU4YwKxCRGCIGr2BJCglMWsYOMDEdSOVfci/yZEbjGz9gBdt4yJfVY77rEMxPqZ+Vj9btQ0IB4ntW/rHVg9Ix9Nbp9g+T9hUU6IonIFf1RjBFtbVNfnN5MG4w+fnIhpUpDS7tDZUb2xqyXu391Zw546L0WI+LHies3J3slqPD2nEE+8c4RGoBFum13RO4u12aYaABAbPeazLhBjM9PY6iM1ibYuKhGsZFliGYjn5xZieLuDntsfgkwqwcnGVhRn6vHcB8fx0oLh2PxptOKZqPaqrnew1qPifjoA4G/J/Oh7TC3oQzPr4VpLM1I0eO7DY7zrYnGmHht3H8X6mfl4aFI2vIEQUjQKhMLAmSa6GDpxTj4jHrmM3lYXL/FFxCWNrV7WcXyyC6XZRjwwwYTy16+Qe/EYPfQ0Dc+etFbyxaJdIW0SlLK449tgOCxITDW7/Xh6TgHNWZI4pjhTh0P19GrIWPdCWrKKPH/ZmAHwh8IsIov6GQlKOX730fcsEow651z+IOb99SuUmoyYUpCOy61etHhDmFKYTjqEquRRHTRvIIT/+fIMKy7euqhEsHNhxZQc5KUnQ62QwZioFNRmBNDpisue0o55PdCReel0+7FmJ9u8jLr3aPUEIUG0IlmECBFdR48mz6g4d+4cJBIJ+vbte1XOTxBndXV1+Oyzz2AwsEuabwR0tIqsK4QIX1k14Yz5wUOlCIYjLEKEi9xz+0N47P8O07KJbywdJfhd01M0rKoCIqO9Y/8ZjB98hTyLh9xiZowTVHIsn2hiZdMBwB0Iwd7mi1tf5clpeSjup8OCv36FjbMLBL8XERh+XmdDszuAVe/WsH4jpjECMb5H7hgClTxqGCCRSFgBIHUj11G9sasp7n8zZQ1FiBDRc5BpSMDvfjYMDpcfLd4gktVy6BOUXTYKiPU89AXDnBs96rPuZGOb4DmEHPeYSNHIoVFosXYXXWqg1GREf0MCCvul4HcffY+iTB1JnFHJoer6ZprswJ35fQSNf5jJJa4KOJlUIrgRJxJFTW4/fvOPb/HywuHtRgB0jdHt94xGs8sPdyAEtUIGvTYaT8wbmUkSDVJIaOs1L/FlMmD1jHyctrnw/kMW9NVpkKJVchIARCxTbsnC6ml58AZCtFbA3csttPjG1uYX/I2utvPfjYx4yWggPq28FW8dxsZZBahs18+9b9xATBiSBiD6uypkUjR7AkjRKnGuyY1Ne44KElO9klT4y39Oso6pWFQCTyCMB7ZHSW6CAOuVpEKpidtYqtRkwKfHGsl7zh8KIzNVI5jgDYXDglWn1fUOkhCutNqw6b0oKW1ztaGwrw6+YAiX23xIT9HgUosXD2w/xBkXx3rOnG3yXDEZMBmwdVEJljC0GYlxV59t7lGJ1ZsRtja/YFLlntKBSFTL0eIJ4io1bIkQ8aNDjybPwuEwNm3ahN/97ndoa4sGmUlJSfjtb3+LJ598ElJp7AWUQFtbG6zWKwvS6dOn8e233yI1NRUZGRn46U9/ikOHDmHPnj0IhUK4ePEiACA1NRVK5Y3xoO5MFVmsDYDD7cd3Zx3QaZXwB8No8wVJwkuorLqkvx669pZDKi40e/A4gyQrzTbigfEmHGRk7r48ZedtuSnNNuJ4gxOPTc7B/d4gnJ4AVHIpai440dTmw29uH4I2XxDvPWiBPxSGUi7tkHgwALh8QXxX78DOZWactrugkElJMipFo0CCSkGeM5a+SkOzhxRuVcribydx+YO8ASVhjFBuyUJF1WkkqxWCzk639tfTNnIdLYvvrLh/V908RYgQIaIr6J2s7jBZFuu5Fet5ONCYIFhx4XT7IZdKWDpoBJhtgbEIA41Cht9/fIJTDgCI4NHJOfjDx3UoMw+gVbj4Q2E8cscQpGgUWPtuTdxrmj/E3mQTa2mpyYBH7sxBg1NYQoDYqLd5g9hWPpKs5CZgNhmwxJKFuostyOqVCHcgukG3XmrD9ntGY/3uWsFKcoL4KjdnIUElh8sXRPXZZsx+OSp6/uGvStsdMf1IVMs510O3P4TDZ5txjyWL9Vty/bbX2/mvp4NvXsVDRhOIp6rw8zobXP4gtEoZXl4wHGqFFM99eJxVQfjsXYVY+fZhTmJKCuAf996GmgtOHDnn5D5GIsGt7dWe1A4HgrwNg20WtahdW5BA3xQNpBIJb4JXAvA66O6z2rFsvAlzh9+CX2y9orlWWWfDaZsL9/3PQWiVMqyalovCW1Jgd/lQ1E+HVdNykZGiYcXFaoouFlclHFFtBgBFmXpEIsBffxGt2KNW4i2mfMdWbwBnbC64/EG4/CHoNAqkJaniigPFxKownB5hwj5BKYdaLkVYJYu59xAhQkR86NHk2ZNPPomtW7fi2WefhdlsRiQSwb59+7Bu3Tp4vV489dRTcZ/rwIEDmDBhAvlvop980aJFWLduHXbt2gUApMYagc8++wzjx4/v8ne5FuhMFVmsDUCLN4hwJILnP6JbdBMZ9Y6UVTvdfhZxBkQX+TCHjgkRfEggob3HYjJg/cx8fFjbgHSdBoYEJZI1cjg9AcwYmoE179bgsbfogsprpucJlpczs21EAFZptWP9nloUZ+qxZa8VE3N64a1f3gaJRILLbT7suGcU9p2006zEudBXd6VKriM6KrFaV52eAIrbAyE+cwQpJNi13AJbmw/UxFNHy+I7I+7fWT09ESJEiLheiOe5Fet5mJ6i5t30Eec/eMYR3WBHIpzi3NQNdvXZZv5kkslI079kotJqx6Pt/82lQ7Z8oonVvhmLrLtFr+FcUxNUcqybWUDT3uRrRyPWzdREJda+y916JIUEUwr74KevXtGDenpOATbuFnYy3LLXCrc/RFbBEWs4AYvJgD1HGsi/3Z6bhk2zC7BqZ02n28R+zK1m8UBoXsWKRan3Y0XVaVSUjWBJg1BNL4Ao8fn38pFQyqV4gUGcAdHY84zdzS96b7WjrNWL9480YHE76cy83yvrbPjluEEA2B0OVPIWiEpm/PvEZVpr88ScXkjWyHHB6eWdv1VWO8otA3mvTSgSwaY9tVg3M5/mrukLhmmEHt1AxIC1Mwto30mrjJJjFpMBh+qbeZ2AtyyIxuWvVZ1ivbZzmRkf1DaQ31GrlCFRJccTO4+wiMvnxDiwy9CqhLfxWqUMgXbNs65ofIoQIeIKejR5tm3bNrz22muYOXMm+beioiL07dsXy5Yt6xB5Nn78eEQi/P3eQq/dKOhMW53QBsBsMiASiXBmwz6vs+Hx9mq2F+4uutISo5FDr+VuiWls9fGKvHJVfxGZ4zeWjsKjk4fgnOOKsPGm944iLyMF8/+6H28sHYWFr+3H8okmfFfvYG0u9lnt2LTnmKA7JzUwYwZgxNi0ShkWjOqPTe8fY210JuX2FnQNS1DKsGl2ATyBMFy+IOYW98WaXbU4eMZBbiqAaIXEJ8cuQauURav3NPEFlIW3pPC6MFVabThjd6Fi32k8ODEbGqWMDOI7Uhbf0Y1BV/T0RIgQIeJ6IN7nVmeJEub5mRvsW/QaqBUybNxzlLZRP36hBZtmF2LVTrp+W3QTnI+6xlbB70Wca6AxARsYxBOXcUH12WbetjOzyYAj55yca6rLF4TLF2wnCpowMacXFlBcMAlQ101/kN2SRoBw7aRCyOWPGUtw6ZNxkZP7Ttqx/3QTVk3Lg9MbQKJSBq1SzllBLwSx1YwbsebVC3cX8caiFkZSsaS/HgNStdg0qwDWy200t3cqMeUPhrHgtf2CeoHNMYT9fcEwb4KXgEwqiRK0jHlEkLcE3lg6ijUHfj1pMFbvrMH8Uf0Fx+EN0Ek7KiGtlEqxcPQAZKbSCW2VXCro6Lue4VpfbsnCHz85gTJzFqYWegWcgIEphenc52xPNhNjWD0tl+VaD0RJRzEO7DpUcqmgKY5CLkUoHEFEbNkUIaLb0KPJs6amJuTk5LD+npOTg6ampuswop6NzrTV8W0ACAJJJpHwZsM+r7PhYosXm947FldlUTxBChNufwhNrmhZ8rI3DpEBw8JR/ZGglGN4ph7eQAiTctNiOpf9cvwgztdLTQZkGrR4ZeFwzgCMGBtfEFJltUMi+R4bZxUgEKLrk5VmG/H83KFIZ1yLhmYPZhZlYPX0PGzkaD2pKBuBAalaaJSymG09k3J6o9kd+9oS4356diGvBk8sdGRjcLUMBkSIuN5oaW1Daq/eMY9LT09H7eFvr/6ARHQbOvLcEnoe8rWnMc/P3GB/+vA49Dck4Hd3F8HW5ofDHV3/VHIZPIEghmXqsZgi/l19thnnmtwxW3KIFlGXL8QiErjW3oqq09i5zMwpBUAkl15q1xSjvlZ9thnF/XTQKGR48+t6/PO+27CKo6osutk7jscm5+B8c3ztnULjpSJFo8DOZWM49cnUChn2HGmgrfHU6pxH/+8weR4ilknRCn4c+/PFVjMWYs0rly/IS0Y/PacQ/lAYk3LSWHNs2xc/8BJuX5yK3nNC90u8rqx88h5AdA4XZ+qREKMKSC2X4tOHx5HPikS1HA63P6Z7PADotFfidz4DrFKT8YpMR6aOnItC2oUrJtMNACqqTuOrU034e/lIgYQs/3ip16k024iCW1JIYxGuCtRmd0CcK12APxhGmTkLEbDbg8vMWQiEQvD4w5BALsbcIkR0E3o0eVZUVIQtW7Zg8+bNtL9v2bIFRUVF12lUPRedaasD2BsApVyK92su4qEd1XjxbuHrfM7hibuyKEEp3NrIFcSYTQZcavGid7Iar5eNQLpOjU17jrLIpqfnFOKik+2WRQWRHeTSn7BRXM34xhYrCDllc6Gonw5lYwbAFwwjRaOATCoh9SGIzZTT44cvGEZqghLreVpPpBIJVk3LRZs/iKfmFOKJtw9zGiNs338GAHBnvvBGPi1JBa1Shn1WO1z+oOCxsRDvxuBqGgyIEHE9EQmHccdTO2Me968nZ1/1sYjoXnT0ucX1PBRqT2vzxXd+4rwnL7dhTTv59MrC4Zxr0PKJJmSkqHnlAEqzjThtc+GB8SY0tLCJKq611+0P4bTdRZricFX3UEkJYk166+BZFPfTQSqVoKJsBC62CLejLXX50StR2FmOOb5YhIdeq8SgtETy3852AjICoNUXZF1DvsRYZ6qkRY1PbsSaVy2eAAb2SuxQ1R5f8rc024hFYwaQlYVC90u0wtLI2RXBlNHgIuHMJgMO1TuwZa8Vk3KvxGFcRJEhUQl9+3dp8QYACSCVRGNEITkPi8mAjBQN3rx3FKqsdihk3PpolVYbwohg9fQ8pKeoseyNQzFj+DNNbpoBAEG+Nbb6BN8nREgmqRX49OFxCEUiOHm5jbwenISf2L7ZJbh8QVr1MvM5/erPb0WvRBXafEHIpWL5mQgR3YEeTZ49//zzmDZtGj755BPcdltUZ+qLL77A2bNn8f7771/v4fU4MAMJYvEeM9AAlVwKW3sFF19LHtUBjFjc4nE14gJXZVGCUs4f3JuMaGyhL9ZmkwHLJ2TDmKTEM+8fQ15GCqqrHJxk05PvHMGvJw0WHBORHXxiSi5c7VoMoXAEiepomTufQyURQOWlJwue3xuIVhBQg6YEpRwNLV44PQFs2F2LT45fJp2f7sjrw69RU2fDOUfUZGBaYR88NbsQ55o9pDFC9dlmbN9/BgtG9cdDO6rxk5w0QR21E5daaULK1wKdNRgQIUKEiOuFrhqjEMmRon46HDzjIJ+3BBGzcZaw2zL1/E63H8+8d5QksBKUclSUjWCtURVVp/HyguF4cEI2AIa7ZLYRG2blw+MP4qevfsWqFgP4BdjlUglvwggA+qfSK7bfOngWv540hNTf3LqoJGaVmFohw4lLrXHrgAqNl/i+1EQhk8jcuqiE9R6hxNjndTY0tvo4CTEqUZaiUUApk2LlO0dEjU8OxDuvOlq1l6CUYfX0PDR7rrTa+sNhzNqyj5wfQvfL8YYW/PbOIQgjwlthSYApo1FqMmLV9FxcdPrwzF2F0KmjMW41n14YpYWYGFtpdrRabP2uWmxdNAIb9xylEXlEBdGGPbXIy0jBd/XNWD8rH3/+zynO67HPasejd+TgP3VRN894K+uAaEVZGFEyuSPvY0KvVWBQWiJONraRFbG87aNi+2aXkKJhXzMJxVZTLpVAIolqUYqGASJEdA96NHk2btw4nDhxAi+//DKOHz+OSCSCu+66C8uWLUNGRsb1Hl6PBFFFZnf5EQGwjuKeBcQXyFEr2GIFqcyglgpmhl6nVeDBiezg3mwyYLFlAI41tOD/fnkbguEIktTRB73D7cMz7x/D3uOXsXBUf94At8pqx2OTpYIB+KF6B6rbHT2/O9uMR+8cHBU3freW16Kc6hrEtemgQq2Q4deTsvGT3DQ0tvggkUhQddKGiqrTGJ6pQ5k5C9+ec+KFnxZBrZDiQpytKu8duYj/Gt0fX56yk1lMQiONrAAIhLDYnAUpwPouxPiLM3Uot2QhJYaOWnehs5WQIkSIEHG90F3GKEznRyBKxPhDYcHzy6USVNc7kKxRIBKJYB6HXhjz3G5/CG989QN+cdsArJ+ZD08gBJcvBLlUgiqrDRv3HMXjk6MSGMSaXl3fTCZ5guEIZhZlYONu+lp4qcUrWJVzscULlVwKXzCMO/N7o7GfjmZcQ1RBCEEtj7qEPjt3KAAG8WcyYNmEbCzZ9g3tPRVVp7F1UQnnevfABBP5by6dreqzzZiY0wt5GSnkehqr3a6+yU0TYr89Nw2rp+fhyZ1XZBq4TBcAUeOTwNWIB/gqPDcwCGrCfApgE8tPTM3Fz/78JeaNzMRvJg2Gs11ehCnfYTEZMMCYgE8fHodmjx++QBhfnLJjzitfwO0PYWy2EaOyUrHUMhANTg8vUQQA/7zvNjS2+nCwnQRXyiR4acFwPP/hMRRl6lBmvtK9kKSWo/z1b2Br85Mx8Np3awU1fC84PSjpn0p+j44Q00TbZazYn1qZRk0YA1En3vMON4yJSnz9QxOnHhwVooxH52FMVKKibARe2lvHWiO2LipBklpOGoWJMbcIEd2DHk2eAUBGRkaHjAFEXKksW76jmqVtEk8gR61g4ws6iABl6uZK3nEwM/QpWiX6p2oxfWgGHp+cQzMAWL6dXhG164ExSNQq4Q+GSRH+WBnsBqcXSyz8BNL2/WdIIsntD+HRO4dg7S4+h0pg13Izvj7dRB4v5HZmNhlgTFTiwA9N+OMndeTfS01GbL9nNJZu+wZ/23caL/60CGqlFKEw0Csp/laVfSft+K6+mTP4GJttRFavRLh8QayfWYDTdhdni80+qx0PjDchLcbndhdE5zERIkTcaOguYxSm8yMBPm2n0mwjlk0wYcrmSnIt3LPcgtc5NuHEv+8dOxDBcAS3DTRAKZdCLZdh3a5azjUqEIwKnldUncarC29FryQlmtwBOD1RHbAPahowc1hfrJiai1ZvEOFwBN+cacJiywBWVY7FZMCjd+Zg/l+/Isf63/81HL0SVSzHTsFNuMmIow1O8nrMG5mJFVNycLYpGhscOe+ENxBCcaaO9v5b++vhDYRx64BUlDFalcpf/wa7l1sARGOC+SMzsdicRVbrvfl1Pd5YOhob9lzRGuWqRhPCkPRkrHyH7h4okgPC6O54QMiAYM27NVg9PQ8r3466rhPmU+WWLDww3gSlXIoUjQJpSSrYXdHqwS17rWS8yyS+LO3SIBk6DZxuP9btruX83LW7anFrfz0sJiO/XlidDYvNPhyqd2DMQAPGZfdColqOb+sd+OJUEz5hmE6ZTQbMG5mJLXutZAzMZaJBhUouRSgSwe4HzbjQ7MVdxX2x9t0a3sQqF/hif7PJgNXT8+Bw+QSr7CwmA569ayjGZxsxor8eZ5rcvOMFRBmPruDlvXW88i9zhmWgZEAq3IHQj/r5I0JEd6LHk2ciOoeuirVTddBcvgCenh0VbHX5gjQR3pL++g5lEtN1Gkwt6IMGp5dTY4zIYCnlMlxs8SIYvuKCGrOMXCZFBFEXoMWWgUhUyaFRShEMReB0B5CXkcJqW+QK6LVKGYoy9fAEwrhFr8X/3ncbAqEw/MEQ5g7vi1U7a1jZ8UfuzMEfPznB2rRUWm2IIIId94xG+evfINOgJYOYX0/KFnQzo2YEK6pO451lY7BpzzFaFQAReBLuptX1DlqGnHWNFNJruoCKzmMiRIi40dBdxihcIuNJagWtQjwUjiAUjsDu8sPjD5EEFwDIZRJOIow49+ppeXjqvaM0EojveMI0p6LqNFK0CpZrNLGZfmWvFYvM/WFMVqEgIwWBUASPT86BPxjG5TYflLIoSeVw+Wlr6QBDAquauvpsM45ecGJx+zVgEhKP3DkE8//6FYozdSRBAIBWwUXEBMR1zEzVIgJg9sv7eCUImj1sgoOo1qs576RVxxHj7Eh1DhdRFiu5J5ID3RsPxIpxn5yWS6t0c/tD+O5sM+YU94UEgIGiRUccRyXZiPutr15Dc5BvbPXxfm5lnQ33jxsUUy9Mq5Shul0njQBXpSpAf4ZQY+BElRyvLBwOtUJGa+Mm7tc783vD4QogWS1Hvd2NGUUZJNHcL1WDj2ov8cp4pGgU+OsvShBBBOtm5MPlD8HrD5F6uc9+cAxfnWpCuSULj0/OwQsfHuc0BFn5zhFMLUzHxj1H8ffykYLXRJTx6BxsbX5+p+I6Gx6fnAN3IIQEhbDmtAgRIuKHSJ7dpOgOsfZ4tCc6k0lkBiwEuARFqRlhvgBXq5Rh1bRcGJKUaGzxoU+KBofqHSjJ1ONnf6a3e1Dh9rGDBj5RU4vJgNXT8/GnT06g3HwlsOqTrEaKRoFzDjdZIcdEldWOxlYfKhaPIIkzrVKGolt0GJWVijDYrQSLzQOwfPuVjKDbH0JDsxcP3zGYLOkfaExAeoqadp1j6YroOPQRrjZE5zERIkTcaOguYxQqqUJNKqVolXD5Q7ztnt9fbInpQnm+2UPbOMUicGTSqBHNix+xN7vEv4nN8PxR/QVNdF5ZOJz871KTAd/WO5DWTjAQIKpXtu8/QzMeIKp+LjZ78eLdRTSnP2bFC+FGSsQV6ToNTja2CWp3+gJh3krA30waTKsOp46TehzAFp4nz89xndUxNqciORBFd8UDseadxx8iiTpqm+WMl6rINktCwoQax3LdbwQuNHtQH6OCSiGXYoBBC61SxnuPhsIR3vnH1Y7pC4ZZJG6bL0jOT+KZsWP/GTz0k8HY/OkJACDPQ8Svz30YlUAhWoy5xldqMuDfJy5jy14rti8dhWSVHFpl1BWzye1HZqoWeRkp+OpUE7bstaK4n472DGIaJWSmalFuycK+kzZeglqU8eg8Ys2DNl8QCpkEnZSvFiFCBAdE8uwmxbUSa+9IJpHpQvXMXYVYt6sWHx9rBMAtKEolzLgCXK1Shq2LSvDKZ1ZambzZZMCk3N6YmNOLk9QymwyQy9jOM3yiplVWOzbsqUVxph5pydG2x0+PNeLBHdXY86AFyhgrk9MTgE6jIIOMcksWXqs6RerOUF1yGlt8OHLeSQtszCYDDtQ7UNxPR1aW7Vw2hiVanJog6oyJECFCxLVCrLWWqBZhJpWE2j2lANbPKsBpm6tDY4lVne0NhDC4dxI2vXcMyyeaaE6ARPVKqzeISqsdZYyKOb7PMpsMWD0jH7Nf3odySxZtg0yt5Bkz0IBgJAKJRIIktRzPfHCMtjZTnf4e2lGNVdNySQ2qzFQt0pJU5LUT0s8qzTbii1P81XoPToiw/k4d55NTc+EPhpGkVkAuldDaaJnfnYpIJMIr62AxGZCoFsPt7kQ8MS5xv/C1WRISJvHEscR8LRszQPBzWzwBbP60DhVlI2jGAARKTUZ8yXF/apUyFGfqcWd+b+SlJ9PmZIpGQWuxZBJp0WeGBGXmAfAGgvjVpMFocvnx9/KRSE1QIhAKo9ntw7oZ+Xhscgi2Nh+nxiF1LhNjCgFY8fYRXj1HKpHMl3w2mwxYYsnC0L46crwERBmPriHWPAiFI+idpII3RmJFhAgR8UNczW9SXEux9ngyiXzCrk/PKcTKqbloadddYWbcmIQZEeAuG2+CSi5FglKOp98/yipbji7Ox/H45Bz4gmHO9pQqKzsTJqRbQpTPt3iCOHAmqm1GOHZqldwl9ARUcilavEHOz+H6vN0PWhAIRVBRdZo0Ldi+/wztmGSNgryuB884UG7JQkmmHqum5WHje0dZ1/pqBChMQtSYIFaZiRAh4seDWEROZqoWnz48jrUZF2o7q7Ta0eYLdtiwR+h4i8mA1AQlLrZ4eTe4m+cXo80XjHmuUpMRqQlK7H7QjI9qL+G0zQW3P8SZ4HL7Q/iu3oHZwzIwc0uUYOMS1qc6/VW3V7G9vu80Vk7NhTcQximbC8kaP7nG8OnGrZuRD28ghPGDe+Fymw8qOX1N1qq4K8SIiqM5w/oiLyMFQHR945KmqLngxDNzCpCWrCbJR51GjjJzFiJga0SVmbPg8gUhovsQb4wbr4RJrDiWOE9RP13MFl/i86i6a8Trq6bnYs4rX9DeJ0Q6VSwaAW8gRLZY8mmVVVptWGzJQmqCCut213LGvH/dcxQrpuRCJpHg5OU2/Pr2IXh0sgQNTi/kUgkutXjxQU0DGbvqtUpW3E6QfBqFDH/5+a3ok6IhXXV7J6vx/cUWVNc308ZGjGXEgFSyAjVJrYAhQSnKeHQRxkQlSrONnPe42WTAl6fsmD40HR6/+PwRIaK70OPJs2AwiH//+984efIkFixYgKSkJFy4cAHJyclITEy83sPrsRAKLtfOzIfd5SePu1ogiJVQJMLKcAHRwOWJd47gpfnFGNgrEYfONLHOQc0Ir5iSg2Z3AP5gGN5ACH+rOoX5o/rz9vvvs9pha/NTFms5AqEIvjxlJwMPZqAfq+2FeL0gI4UMeDZwZO+o2hVUDQrmefhwtsmN7+od2LnMjA9qG7B9/xksGNWfHPfYbCMSVHI88s/vcPCMgxZ4EWXz948bBJVCCp3m6gQofIRoLDdXESJEiLhZkKJVYtPsAjzxzhFa1ZHFZMBTswuQaUgg18IoARRNMsRqt+Ejo4DoGrNhVj6mba6ivUfo+DJzFjZ/Wocnp+Zi1bs1vG1jhCsnbyujyYA1M/LgC4Ygk0oxNrsXktRyLJ9oQkXVaZpmFFFN3StJhfeONGB4pi5mgurJaXm4I683NEopVkzJZVW9UNcYZlve1z80ob7JjdeqTrG+P7EmJ6nkcScWueIorVKG0VkGbNlbR1v3ty4q4fzuhGnP9qWjOL+ziM4hXgOC7pAwoZ5HaI5RSa3KOhtWT8vD9qWjEIxEIJNI8OUpOxqavaxqNL6OB0L0/fE7c/Di3UUxtcrkMgk27K5FdX0zq7L0otODwltSsG5XDW4bZEBOn2Qo5RK4vCFkpmrR6g1AIdVi03vHyOvoD4VZxBkRaxLXYd2uGtpzL5Z2G9E58enD4zAo7coeTkzEdg4pWiXWzcjHml01vPfj+MG9YEgQr6UIEd2FHk2enTlzBpMnT0Z9fT18Ph9uv/12JCUl4fnnn4fX68Wrr756vYfYo8EVXPJpPnQ3qMTK1kUlvAQXkflz+UPwBrgJJSIjXNxPB71Wgf2nm3Bnfm/cdWs/pCWpsHyiCW9+XY95IzNZbSiBUBhb9lpRajJixdQcKGVSfEfRenhoRzVWT8vDE1NyUe9w4xa98LVI0Sjw5Sk78tKTBQMe4EoGnagaK+6nIzNEMc0P5FJUWu3Y+N5RrJySg0AoQgYjRHDY5g2iss6G5RNNtHEQ12vLXitKs43YIuCs2lkIOV3FcnMVIUKEiJsFTrcfG/YcxbBMPRYzSJONe45i3cx8TgLoyWm5gueVSyUoztRxEjKNrT4kKOW4tb+edl4i2US0PAZCEbj9QZrr8iN3DuGsmgGia5e/PbHDFE/3BcMYYExAzblmnHN48D9f/YC8jBQU99PB1ubDmEEG3JHXG+Wvf8OqninO1NNIByqYGkmIRNA7WQ0JgN/+77dxOYYTbXnLJ5pYxBnxvYBoJVBqQsdcH5ktfXqtEqt21nDGNMTaywVR86z7Eavd0un2Q6OQCXYFxPu7EO1x1Hmxckou6pvcLGdzIHpfA4AhUYnzzR6kJqmRkaLGd+fZFZ1ChHJlnQ1lY7zY8XU9npyWy3scABi0Shzkcb80mwxYOz0f//PlGWyYVYDVDALdYjJgzYx8aJUylPTX47m5Q3GxxUs7PzXmZcadBGJptwHRuSaXSlBd70CKRgGlTIqV7/CT5CKEEYyEUW6OFhi0eUNIVMvR2OLF428dhtsfQoJKDl9IbNsUIaK70KPJs1/96lcoKSnBd999B4PBQP59zpw5WLp06XUc2Y2DeDUfupPoYBIrfFVWRNDsC4ZwscULvVaBXcvNcLgC+OZMEy3IMZsMqLngxLTCDE6XojeWjsZzHx5j/X3m0Az8JKcX5o/qj8stPizbfgjlliyavf2R805cblUjRa1AMBRBqclIc7QkYDEZkKSWo6LqNF6aX4wxAw2CGfQVU6IZfKJq7K2DZ/HbO4YgHInE7e5VWWfDmulSzBnWF5Ny0mjBYXW9AwBQkqkHAHKDQw0SK+tsaGz1dTuR1VU3VxEiRIi4GWBr8+OTY434pF27k4nF5izOtXdKfTNvBZTZZECV1dbuUsneBD81uxBpyWpsnFWAJ3ceoW/EM3VIS1bjFxVf46X5xViy7QCNoGrxCFfaUCt1iOo3QrPM4fJjUFoSTja24r9G98fWKraxzmuLRmDBX78CAKyalovCW1JwzuHBlgXDcfhcMyYX9CGP52tXK802Yu30PBxktH9Rrx+xxlDXolhVbWum57W356FDro/Ulr6TjW2c8YHQmi7qjV498LVbclXGM6uiOvK7cLXHSaUSmqmGVinD8okmDM/UQ6uQwe7yYd9JO5ncHTPQgMG9kzA5vw8OnWnGxveOwu0PxexESNEosKWdeOZ7ZljadXyFkrob99TiublDsZaj8rTKaseG3bV45/4xSNZE9eKY1W3U+RWPxAkTKrkUpdlGLJtgIrUECfMC5njERGz8UMqkqGD85maTAc/OHYo399dDKonqLosQIaJ70KPJs6qqKuzbtw9KJf3B2b9/f5w/f/46jerGw7UmOpifx1VlJaTxsNichaMXnGSQQ2h+1Zx3Yv0u7naTjXtqMSxTTxMg3tdeufXc3KHwBkKwtfl5M8NbF5Vg6d8P4L5xA7F6eh427qG3YpZmG/HIHUNQ/vo3uLW/HqZeibC7rtiRM7PnaoUMcomUJLbe3F+PB3+SjeXbD2FWcV+UZOoxY2g6Nu05RgvEufQsXL4ghrWfh9r+o1HK8OtJ2cjQq1FdxW97fjUWze5qhRAhQoSIGxmxnoXNPM/fjXuO4v2HSrHm3RraZpi5BhCSBWebPGTVmV4brYLRaxWYPjSDs02wOFOH6rPNrLWW6mDNhV5JKpIE4lunn55TgL9VcRvrSCTfY/dyMyQSCda8W8My8pk9rC9p5MO30a+ss2H97lrO6hUCxBpDvf6xSAgPhQygki5cbbV8MRHf701U1kklkmuiNyqCH0JmHEB0Th0+28wy8OBrGyRee+gn2Vg23oQElQx//CTqaBlrrvAld0uzjXjvQQvsLj8SVMJbMT3lXuWTY3lmTiFafQHhKjarHY9NyeHtBKmy2uHyh9DPkACArStHnV/xSpxQxzioVwKmFqbTjBSGZ+p5xysmYmPD6fZjzU7ufZEEwNNzChEJRxBWK+B0i9dShIjuQI8mz8LhMEIhdl//uXPnkJSUdB1GdGOiq0RHR7UImJ/HlZGN1fJYnKnHtn2n8ea9o/Gvo1GNh7/+ooRlMU+gympvz9LTUVlng8cfwqC0REQibbxjjgB4897RaPUGcdruwmOTc/GrYAgt3gB6JakQiQCffd+IzfOKoZJLEYxEYEhQkaX5fNnzDbPy0VunRqnJCLlMgorFI1D+t29o2mRPTMvFaZuLs/QfuNJWwJVJLTUZMDorlVegtdySRY6xO3Gt3FxFiBAhoicjHrdNruTKkfPNCIbD2DirAC5/EK3eIGRSCaqsNtoaQFQYb9lrZRExKVolxg3uxdpMW9o1zoj2MupaG6vq+dNjjSjO1GP1tDzIpFENJeaxvZPVvBvwyjobHO4A/vDJCc71ffW7NXj0ziHwBcO8G32tUoYiHudB4roQawz1+seSQ+Baly40e7Dm3RrkpCejuJ8ODU4vGrUKZKZq0VevZR3P93sT7XwfPFSKYDgSV0WbiKsDoYTxPqsdq6fl4R5LFvm7MGMrrVKG1dPzcGt/HWRSKda9S2/TLTUZsWp6Li45fbgzrw+ONTiRk56MFz48Hndyt7LOhrW7avHC3UVo8QSwdVEJJBIJ6z5nVscJtarW211QK4TjPZeXvaeigmpsRejKEdeGOr/ikR4hUJptxPNzh8ITCNEMFLRKGbQxxismYoVha/MLkqHnmz3oq9NALZfC7hLJMxEiugM9mjy7/fbb8cc//hF/+ctfAAASiQRtbW1Yu3Ytpk6dep1Hd+OgK0RHZ0ThmZ/HJbAaT8n3lr1WlLX6sGWvFRNzekEpE16s+TJhxOLL586kVcowyJjAElEmKgBe+cyKxyfn4sDpJvzh4yvkXWm2EVsXlWD/6Sbe7PnqnTUYRsmsWUwG/M+SUbBeboO0PVCSSyV48+t6QQFjvkwq1aGMeT33We3RLKmy+6f5tXRzFSFChIieilhum0fOO1nJFa1Shq2LSrB+F73CmSC9CIzNNmLDrAK0ePyYM6wvJxFD3Uw73H5IJNE2r3NN0VbJZLWctjbEI3he0l+PeyxZvBuzWFUnwXCEV1etss6GZeMHoThTj0SOihuhCh6imrqkv55cY6jXv6Otk063H2vercG8kZmsz7OYDHj2rqG4JZVOoAn93iX99dBpFdfEiEkUVudHrISxNxCiVZUxiTPi/jvf7OFxhrVhw56jKM7U47v6ZiybMCgmicGV3P28zoaTjW1Y8Np+8m/M+5yrapH67xZvAJC0/0MiIf+TDyla4f1AslqOk41ttPvrqVkFqLvchtQEJSlrIuzGa0CvJBVeWTgcOo0Cg9IS0TtZTSYCCJRbshCKRATHo1bIUF3vEO91HsS61x3uAHRaJTQKKYIh4WstQoSI+NCjybM//OEPmDBhAvLy8uD1erFgwQLU1dXBaDRix44d13t4Nww6S3R0VBSeCOqcHj923DMK+07ayQwakQF/YLwJaoUs5oJJBOdapRyvl41AWrIKzW7hRYIvE0aQg3zuTKun5WKNgPtYuTkLq3ceYQVGlXU2IAL89o4hcVfEVVntWLXzCBabs1D++jcwmwy4e/gtMQWMTza2CWZSufQlgKjotC5GsNQZxOt0JUKECBE3M4SehU/PKcSXp+ys5Eq5JQtbPrPytD1K8O4DZkglEnJtDoUjtE0y12Y6RavEuSY3Hn/7MO28zDZNphFAgkoOl++KqcCtlA37KZuL8zvHqjqJVe2slEtxmOFATSBWVfrq6XkYP7gXrfqOuP68DqE8LuO2Nj9y0pM5P6/KasfKd46wDHeu59onOlzHh44kjJlVatT7j0jicoH6ehgR3Dd2kOBn8hHOzLZuwmHzg4dKeYlY4j44eMZBVrRedHohlQCeQIhsi2aiNNsICaLEcBUH6WUxGdDsCWDeX74i/0Y8x978uh77TtqxZUExgIggCb/InIV5f/mKJP96J6sBsH+X4n46fHnKLkjC+UNhNDi9cLgD+Pp0E8YP7oV08V4nEU/lc6s3AKlE7AYRIaK70KPJs4yMDHz77bfYsWMHDh06hHA4jCVLlmDhwoXQaMSHZ7zobLDXEa00rqDOwhBnPXy2GQtHZiJdp8HxhhbBMRPBeYpGjoQUNVbtrEFRpo53kbVQRPapKM2OtksSvf5cJe+hcAQrKbosVBDC/7wtKlYbHvyJSfC7MIOmKqsdj7ebCRBtLC/NLxYUMI6VXeILzK5mFjyW05UIESJE/Bgg9Cwc6g/i0f87TDs+lrueVCLBoLTEDpElTrcfK985wlvxRQVV+/PDX5ciWS1HiqYXZg/LQJJagTZvENX1Dmh4SDDhqhMj7/sI6DRKvDS/GHaXv0POg/usdqydns/aPFOvv8sXwNOzC+EPhdHiDXC6jD83dyi0Shma3P6YvwWX5tL1WPtEh+v40ZGEMTO2ot4P8ep67bPasXKKsHsuH+HM9ffKOhuC4Qjn70ncBwfPOHgrNNdMzwcAGoFWajJi7Yx8XGr2YOPsAqzeWUMj0CwmAzbOKsAvKr6mfd7ndTY88c4RPHNXIdbtqoUEEkwpTEeZOQvBcASPT85BOAz4giHIZRIoZFI0tfnxzrIx6JOspn0HLg01XsLbFDUWmPeXr2jGYVnGBGiVMvFebweXkQUBwnxsWmE6WjzBq5JIFyHix4geTZ4BgEajQXl5OcrLy6/3UG5odCbYi1crjS+o48qiE58nlUpiuk1aTAakaBTwBcOotNpwsN7Bm1V+anYBNu45yjrPojEDMOVPlSjpr2dtOCJANJMviWbKmc5CBNpiaETE0pjgCo6o5ySIyEFpiby/RzzZJSbGZhvRpz3jd7XA53QlQoQIETcSutoOx/cs5FpXYm3KW72BDpMlfMmuWK2M6ZQN7rkmNx7532/JZNHyiSbOKpWKqtPYuqgEUoDVdrrIPADvH2ngJ9fayYsUrRJ1ja1kZTZxbKxr0+wJ4OTlNtbvw7z+TrcfG/YcZV2TA2ccONPkxst7rSgzD4jrt+DCtV77RIfr+NGRhDEztqLeD/HoemmVMtw7diC0SpmgUztXctfM83eA/74j7oPlE028FZob9tSi3JyFhaP6k0YiqQnRytS/Vp3CfaWDUG7JwuNTctDmDSFRLYNKLsPzHx3H2pn5LN3dz+ts8AbC2DSnkPZ8AK6YZd020ABfMIxgOIhD9Q58v78FL95dRBsb83dRyaWsSlhfMIwBhgR8e9aBJdu+oY2D+K5Pzy4U7/V2pGiV2DirAKt2HqE9p4k2/B37z2BucV+EVTLIpbGaekWIEBEPejx5dv78eezbtw+NjY0Ih+lBzkMPPXSdRnVjoqPBXryl70JBHTWLToVcKmEFzcCVB/72/WdQZs7Cul21eHRytEqLa5FVyaW4Ra9BpiEBL95dhMZWH+qb3ACim4YVbx0my9pPXGyFLxjCmp21tACnNNtIq5BjX4fY0yQWEchEoppOuMUSRU1Uy3lL7UtNRjS2+mh/E9snRYgQISI+XM12OK51NB5h+46SJV11gTzvYLd8VlSdxvZ7RkOC47QNc3GmDt5AGLcOSMWvJg0mCYcvT9lJl1C+lq4HJlyp1E5UKfCLim9oa3q/VOHr3eoN4Gd//jLm78N3/cotWXhpbx32We0oytThtoEGwc/rKeY3osN1xxBvwphZDUWdm7HMNWraXeFf33caf/n8FDbPL0YYdL0/i8mATXMKsYmR3C3NNmLRmAE0Z3Uq+O474j6IRzd4ybYD5N/eWDoKByj6bcUMl8vdD1owKC0J2/ef4dTQJe4vJnH28oLhaHB64A2ESDOUjBQ1bs3U41KrV7BqMxyJkFVT1M/btdxMc+llfjeXP8j52o8VskgET88pxFmHB05PgDQf27H/DFZPz4c0EkGSSo42n3jdRIjoDvRo8uxvf/sbfvnLX0KpVMJgMEAiucKaSySSDpFnn3/+OV544QUcPHgQDQ0NeOeddzB79mzy9bfffht//vOfcfDgQdjtdlRXV2PYsGHd+G1uPMRb+t6ZoM6QoMQz7x9DcaYeK6fkosnth16rQDAUgdMdQF5GCklm/faOIeT73P4QKqpOk4SYPxRGOAL8YGuLLhoKGarPNqOi6jQAugvm8okm/LXqFKewfyQS4QwYLCYDUrQK3rLoUpMRxxtaOIlAquMZ85yNLXSyK1aA7vIFUWbOQgQcZKNlAEzGRHz68DixfVKECBEiOoCr3Q7HtY4Ktj22r618emMEmOtqV1wgnW4/ztjdrPG4/SE0u/y4dUAqHpuSg8YWH3olqfCvo5fwwPZDcPtD+Mvnp/CP+0Zjxkv7aO/l01Urf/0b7HnQApc/hGZPAMMz6STA8ommuJJRXL8PtXpQJZdi+UQT3vy6HvNGZpJOp5ntBgDV9dE44Y683ryJqZ5kfiM6XHcc8SSMmdVQ1LkZy1yj5ryTVv1FveeBqHHHv09cRiQcwe/uLqIReYlqOVa9c4QzYSt03yWrFdAqZUhNUGLrohKSsGK6dFIr6CwmA5LUcjIuZurkmk0GfFR7EdX1Diw2Z0EuYVcoJakVrFj/vnEDoVZI8d6RBtb1WT7BBH8wTEqmMK858bfnOCoEPTxdIAT4ukR+rAgC2Li7FnkZKeRzrrifDgCwYU8tVk/LQyAUEq+bCBHdhB5Nnq1ZswZr1qzBypUrIZUKZ2pjweVyoaioCIsXL8bcuXM5Xzebzbj77rtxzz33dOmzbhbEW/pOLOYEocVczLmCuhStEutnFWDFW4eRl56MZW8c4h2H2x8iySshJy7CKezWTD223zMaX5y8TAtshDJ1VVY7HrkzhxZ8lGYb8cycQtyi12LDrHysebeWHEO5JQtjBhoglUqglEmhlEvw2J05kE4BWj1B6BOU0Cqk+Pp0E16aX0xek0stXozMSsX5Jg9+c3s2IhFg5IBUOD1+zlYUAk5PgLPqrvpsM5Zvr8b2paMwLFMfx68qQoQIET9eMNszw+HIVW2H41pHr7Q9SmhV0BaTAc/MibYkJauj4vZ8a2uyhr6uUkk65nv0WgXUShkp3E1cB8JVT6OUQaOUccoXuAMh/PGTOvzl81O4d+xA3J7Xm7aOuv0hnHN4WN+bqqu2457RtORnKBzB4/93GMcutuCNpaOxcU8tSV6R14ZRKVdqMmD1jHyctrmwbfFIBMNhSCQSnGiMugCq5VKs3VWLT441ku8xmwx4Y+loPPfhMV7nzvLXv8Fri0ZAgu9pv0VPq96+WR2ue4J7KFMz76fDb8Gad2vweZ2NZnallEsRCIWx72S0wvKl+cU0syjqPQ9EzTq27LViUk4aUhOUCEciCIQj8AVDUAQkWD0jH95gmHafm00GLJtgIg2ymMSw0+PHW/ePwbf1Dmx87xhND4zaQUFU0JWajHjkziEof53eAkmQa0TsvOKtw5g3MhMahQwKmRQVZSPIGJ7qbkvFhCFpeO7D47zmHutn5sd8fjIrBJM1Ckjarx0fMZiiEYliKrzBEI04Y16z394RgkwqEa+bCBHdhB5NnrndbsybN6/LxBkATJkyBVOmTOF9/ec//zkA4IcffujyZwmhJwQKHUE8pe/GRCUqykbgpb11rAC1omwEb1BHnLvB6RUcQ4pGgXUz87Hm3RoUZ+oFnbiI6rEIItg4qwBb9p4kj/GHhLVN7G0+vPeQBQ6XH2qFDAkqOZLUclxs9uByixdTCvpgiTkL6To1Nu05ykneEQHItII+CIaBXd9doJW5l5oM6J2swtp3a/Hnn9+KZ94/Rgu++FpRktUKVmBGe12juOHuLREiRIi4luBqz2S6UTLR7PF3+XOZ66hGKcPhc07cOkBP6m7pNAr0N2jRVx+tjEpUy/HmPaOgT1Cy1huLyYB5Jf0A0GOKVdPy8N25ZhgSldhaRU8wUdcWrutQauKWLyA24W5/lEQLhiOsyjClTDhGS9bI0ezxY8wgA+7I642IJIJKqw3GRCUaW7x4ak4h3P4QWr0BJKoVsLf6MKc4A6um5cLpCUKjlOLIOSdmvxytbiMSaFyV3l+ctJPj32e1Y+OeWgzL1NPE05nxwoK/foVySxbKzAOQoJJDp1EgPUXdo9bPm9Hhuie5hzKr1PjiXqfbj7QkNSblpCEQjs81Xq2UYfn2Q7RY0GwyYNW0XMwcmo6yMQNoCdHy179BcaYO04dmYPzgXogArOvEJMuo9/R3Z5txi16D3Q+aEQxF0OwOYN7ITLz5dT1+flt/TBiSBplUgv+97zZolTLss9rwwk+L8FrVKc4YfkCqlrw2TAKXz6Bkn9UObyCMYIy4m3ntLzR78Pj/HaYR2dTvemt/PdKSVDHP+WOCQiZDdb2DN0Hg9oeQpJaL102EiG5CjybPlixZgn/+859YsWLF9R5Kt6AnBQodQTyl7y/vtXISWlKJBFvay975zg2wF2QCFpMBaoUU/mAYxZl63JnfO6bOAxCtJHP7Q3hpfjEebG+bvEUf+xqv3lmDYRQtiLHZRqycmos/tX+/5RNNqK5y8JJ3FWUj8NyHxwEA1fXs4yqtdoQBVCwegXW7almv87UKCWWdb89Ng1ImxfId1TfcvSVChAgR1wJ87Zmx4Atwtx51FMx1tE+ymjcpRcQKRf10nOtIldVOOuCtePsI7Ts9c1ch/lbFTjARa8uzc4fi8f/7juUgXWm1IQK2fAFh3kOtDGO2sjGPocJiMuCDmovkOQlXv356DV5bNAIb9tSySLDV0/Pxm//9FnnpyXhqdgFWUFxE+YTSq6x2RADW+KusdlJWgQpqvEAkpswmA4oz9ZiUk9YjyaibyeG6p7uH8sW91L+fbGwTPIdKLkWpyYhDZxys+bbPasfT7x1HUaYOj751hPXefVY7Hp+cg2a3H0+/f5xlRMAkgIm/PTDehNnD+uLZ94/hk+NXqjAn5vTC9ntGw97mY1WLlWYbMayfDtX1zazPkEkkeKl9vjMJXLdPuA2wzRdEr8T4CRvynuD5rqun52H84F435P1+teB0+7F+V41gQUGyWg6ZDOJ1EyGim9CjybNnnnkG06dPx4cffojCwkIoFPSS09///vfXaWRR+Hw++HxXtKtaWlp4j+3pgUJXYGvzczoMAfxW7wScbj/sLj/WzsjHul21rGwTYRqwaU4hDp9tRl56Musc1BYVrVJOlpufa/bg//vqDHYuM8MTCKLmnDOmlgoz0P68zob7XP64Wj/3We1o9QbJoFzoOH8gzJux42oVEso6r5uZz9pAEee5XvfW9ayC68i8FCFCxNVHT5iTnXGjLDUZoVHK0NASrY7ujmcY89mYZUxguUQSsULZmAG868jndTacsbtZ3yktScXaqFPf43D5eV+vstpx/3gT7TOPXXDiqTmFWL0z2sZGaKitnp6HNdPz4PGHkKiWY2pBHzzz/jGW+yZT97PKaseaXbV4eeFwFnGmVcowLFMPW5sPW+YPhzsQQjAcoW3q4xFKZ4LPUZP6d6r0w5xhfTmP7wnoTpfP6zkvr6d7aHfFJ8ZEJa8ertlkwKUWL9bPysf0l6o4319ptWGJJQvLJ5o4W+7OOTxQyaW88TXf/X7oTBONOAOAvIwUHPihiaVPBkTjdHDo/mqVMgztp0OD04tTNhd5rQgCNxCjqixJJe9QO7HQPbHPase6GflI72Qy+EbqzOjIvIzuv/ir/5ZPMEEpk4pOmyJEdCN6NHn29NNP46OPPsKQIVHBeKZhwPXGM888g/Xr18d17M1sM95ZFyhqJR5BgP1y/CDIpBK4/SEcqneQJccrpgTx7Nyh+IEhoiykgTZzaAYOnnFg/Z5aPD45BxvfOxZ1HQNY5fOLKQE+M9B2eq6MP5atPXFsrONavMKuN1zXjC/r3NPuretdYdmReSlChIirj54wJ2O6UQIs4meReQAWvrYfbn+oW55hxLPx4BkHmfD5weZCP70WvZNVSNHSn+ex1pFmD/s7dXXtCUUipN4QtZVUqOLpZGMbfvrql3jz3tEoa/WRrpkf1V7idLGurLPhiam5LOKMay1numHH+n5cr/O5m/ZL1WDHPaPh9kfNDB7aUU3qO91Im+3O4nrOy+vlHtqd8UmKVklKitAqudr1+T6oacDlVh+vULtWKUO6To3qKu6WO7lEAndAuLqLeb97AiEM7JXI0i8sydQjUS3ndbGstNpRRiHi+OYjca0GpSXC6fYLmmkdbWiBPkGJFK3gVyAR655wddIt8nrHpB1FR+ZlrGumkEnh9PigUoh6ZyJEdBd6NHn2+9//HhUVFSgrK7veQ+HEypUr8fDDD5P/bmlpQb9+/TiPvZltxjvjAsWsxCPaJqitE1RXTbvLD4NEif4GLSblpJFZtXJLFq8G2sY9tbRMGpExpwb4hMYENcBnBtrUf/MF4czXYx2XqJYJvs7nnMWVde6oK9vVRE+osOzIvBQhQsTVR0+Yk7HcKIl1QSGXQiaR4MtTdtq60NVnGPFsPHjGIbgpbfNdeV7Hu97E+hsVsdaetEQVvIEQiyATqnhq8QZI4wDC/OfPP78VAGiGOVQR61YG8ce3llfW2RCmVMV09JpYKA6dVEQdBi+huJ8OS7YdABD9DZ6fOxQuf+iG2mx3FtdzXl4P99CrEZ9IABRn6kkjJ61ChlAkgnMOD7LTkpCsUWD5RBNN8J5AuSULm/Yc5YxfJQAWm7M6dL8THRTF/XQ0wpkg6biMPaigEnF885F5rZ6bO5RDPzHqAr98e5SMjve6Xo17oifEpB1FR+ZlrGvmC4bRS6/BpRZvt8gPiBAhAui6Ev9VhEqlgtlsvt7D4IVKpUJycjLtf3y4mW3GCT0uLvC5QMUqzy7J1GPz/GJU1zuwZNsB/OzPX+Inv/sPVrx9BI9OzsHEnF4Aoi0cfO2PlVY7addMBC1ufwj/OnoJFftOY9kbh7Bk2wFs2WulORYxA+3qs80oNRnJ/zabDJyfV2oyku+NdVxji4//9Q46Z/WkeyueKrirjY7MSxEiRFx99IQ5KbROlfTXo/ZCC5ZsO4BAMIyFr+2nrQsEuvIMI56NsTalOs2VZ3+86w0VQu8xmwyCa8/YbCPSU9QYlqnHoLTEuDdaxBpEbOS1ShmyDAnk+r3sjUMof/0bVNdHiUOtUoYkhvOb0Fq+j7KWC30/JlFmNhmwaU4hjl1w0o4jqs2/b2iBqVcidi4bg08fHoeX5hdDo5QJbrad7qu/hl0rXM952Zm4sau4GvGJIUGJw2ebsWTbATzyz+8QjERQse80yl//BsveOIQpf6rEt5T7norbBhoEW6glEknM+Uzc78Q9XVF1GgDwt33R5DNwhaSLBSoRJzQfqdcqQ6fBplkF2LqoBK8sHI6ti0pQlKnH8u1R4q4j1/Vq3BM9ISbtKDoyL4nWYS6YTQZ8eSqq/5ysUfTI7ypCxI2IHl159qtf/QovvfQSNm/e3OVztbW1wWq9kuU9ffo0vv32W6SmpiIzMxNNTU2or6/HhQsXAADff/89AKBPnz7o06dPlz//ZrUZB7j1uLRKGVZPz8PwTF27VoKf1vbg5HEwI9o305JVaHB6scQykKxCc/tDqKyzYcOeWpSbs/Cb2wejzRtfSbtcKiF1bbgEjwFufRYAON7QgpVTcxB+/xjve80mAx65cwj+9OkJANyiytTjXv2PldRWY47hmTmFLHtyodaRnnRv3cwVliJEiLhxwacbWZptxIZZBVBIJRibbYzZFtjZZxjxbBTS7Pq8zgZPIES2QsW73lBRUXUaFWUjIJNIWN9z0ZgBePytw3jhp0WYVpiO3slqsirsktOLMYMMndZ+GpttRM0FJ56eU4CCvinYuIdtiEMV/k7RKGgmA7GuO/X7bZ5fDAlAMygwmwx49M4cOFx+vLJwOFlV3ubxY8OsAiyxuNHsCZB//8fX9dgwqwDpOg36I4E8z6nLbSjqpyMdEKkVcze6xEZPQne4h3a0tZYan1C1confORwRds+M9T2G9tPxmlkAdHF/s8kQU4fKGwjxPgNKs41YOyMfvkAQd+T1xmffN+KhHdUoztSh+mwzTQ+NeOYUZer59R2zjWhsvaKz1ZHnYJPbjyXbDtCu6Yt3F5Fzp9UbwMnGtpi/09VwlL3ZY9IUrRLrZ+Zj/yk70mjPcw8ydBrc/8YhjBvcC4YEJVo42vxFiBDRcfRo8uzrr7/G3r17sWfPHuTn57MMA95+++24z3XgwAFMmDCB/DdRErto0SK8/vrr2LVrFxYvXky+Pm/ePADA2rVrsW7dui58iyhuRptxKqh6XC5fAMkaJVbvrMHKt6+4CBFtDxJwL8xC+mVMS+5ycxbONnniKmk3mwyostpoZNVDO6pRbsnCA+NNUCmk0GmUUCukWLerllZtMDbbiI2zCqBVyvD0nEJ4/CG4fEFsnFkAXygMW5sPOq0CwVAELZ4AHvrJYPiCYdZnKORSJKrkkEqAcw4PfjNpCJ7/6Dit3J+qLwOwdRqohCSRSSKCkI7eW1dLz6UnVcGJECFCBBXEOnWxxUu2MFWfbcbUzZUwDzLgmbsK0RpDE6yzzzDi2ci3KSU2nv5QGA+MN+H+8YPwxUk7Vrx1GPNGZmLZeBNND3T59kN4acFwBIIRmqB4SX89BqSyNcoS1XI8+c4RuP0hRBDB+0caaORTqcmIUQNTaWOKd50g2rfqm9zYsrcOvZPVgiLWq6fnIaF9TX3inSM4VN+MtCRhV77MVC0+fXgcWtvH8rufDUObNwiH2w+nJ4Dqs82Y/9evAIDcwOelJ0MulyFRJUd+RjJ5PeYM6wujJYvzu0QQdcrmi0Fu9M12T0JX3EM7o2NFzEEhfb3nOtGaS3yPBqeXlxivstqxckouxg3uBa1CCpVCjkAojFcWDme1NBNQyaU0g44np+bC5Q8hEAzji1N2zNxSBbc/RFadjR6YigWj+rP0e4n/FyLinplTiCS1HCMHpKLVG4BaEb+0SLJaIRi/zy7KwIz2sQLCv1N3O8r+GGJSqUSC94800J65hO6eVhl9/jW5fNBr43c+FSFCBD96NHmm0+lw1113dcu5xo8fj4hAVqmsrOyqa6vdTDbjXCA0UZxuP5bvqGY5BBFtD1MK05GWpGJZ2wvplxGvE4uyPxTVKzty3olSE3fpO+F2RDUDIMgstUKGFA37+r94dxHv7+Pyh7Dq/RrS4GDPgxa8+p+TtPFOzOmFxyfnwNbmR6IqGhwlquUof/0bWsm0VinDuw+YIZVIOD+LqdNADUy4CMmO3FtXUzy1J1XBiRAhQgQXNr13jNXK8/GxRviCYbxwd9FVeYYRz0auhA/vZt5kxD/uvQ3+UAjvHblIbq6J4zd/egJFmTqUmQfQEjB92p/jzOf/qml5+OKkDVurOLTFrDas3VWLLe0aQB1dJ7RKGbbstaLSasf8Uf0Fr8VpmwtPv3cMz88dit//bBhcviC+OmXnrYoZm22kkWtOTwCR9mtqTFTiwR3V+Lx9XY4lci4Ep9uPdQzxd4Aeg9wMm+2ehM64h3ZWx4qYg3wVYpVd0MFy+UM43xxbU2xwWiIc7gBW7zzCMq6iJomJlkytUobV03JR0DcZdpcfMqkEX5yy04i2fVY7pBIJysYMwIMUncb+qVq8snA4+qVG5ytBxJVbssikrUouRVqSGut212LDrAJyjjjd/rifg8ZEJVZPz+ON39fvpusPx/qdutNR9maPSS+1ePHkziMcz3M7NuyuxZYFxZBKgASV4ob/riJE9BT0aPLsb3/72/UeQrejOxeFnopYGgOLxgyATCJBmTkLEVwJTDtiQZ+eosF/TjTitoGpGJWVijDYmbQNs/Jx4AcHTfT58NlmLByZyWt3zff7MIO1cksW1nIE2XuPX4YvGMb0wnREktVYsu0AzCYD5o3MpH03tz8EqUTCG8wzr2G84q3UsTvdflapPICrKp56s1dYihAh4sZGrPXJ5QtelWcY8Wz8z4nLLJKIVyzfasO63bXYNKuAtn5Qj997/DLtPWOzjbzPcb1WgbyMFH7HPYoGUDzrBLUyTaOUkQmzWBXhSpkUn9fZ8Nhbh/HC3UVYs6uWNFIA6Gs5cd3d/hAe4yHzCNFyPlIk3vXN1uYXrJh7YLxJ3ID2AHTWYZyYgz/YXIKt0x1tzSXiw7IxAwSPS2nX+Vv9bg3rPqMStN+dbcaGmflwevyYXZSBdbtrsZIyZ5lEGxCdu2VjBpD/tpgM+KD2IrbstWL5RBP5zCHMuajnKs7U45NjjfAH6bFkvM/BFK0SwzN1tMQuFUwnT+DaOcHf7DGpw+Xn1aarstrxxLQ8QAIkKmQ3/HcVIaKnoEeTZyJuTMTSGCBKyB/553e0DFiCUvh2JN5nNhmg08gxe1hfrHrnCA7WN7MyaY2tPqRqlbgjrzeGZ+rjrvTja1NhBmslmXooZBI8OjkHQJQMU8ikqKy7jL98fgqrp+Xhv7buB8Am/oj2y3Akgup6B2c7DPMaxtLJYQYhfFUDG2YV4OAZR9zn6Qxu9gpLESJE3LiItT61eAIY2CvxqjzDMnQaTC3og9sGGqIb6Pbns9DzvbLOBn8oTKue6Oh6QCBFq0SwsU1wjERbohA5YXf5WY6UrywcTh5DiJxzberMJgOOnHdi+UQTivvpYGvzkefgqoox9UqEVimLVrNzkHmPv3UYL95dFLNtLp71Lda9oVJIxXWsB6ArOlYZOg0uOoUrxDramkvEh0X9dILVk4lqORqcXkGzrCem5AIApr1UhTfvHY21u/m1A6nVXMCVGLnUZMQi8wCy40JIO5HamcGcI7FiOWq8HAwL68VxtatfqxbomzkmbYkhM9DiCSAtSQVPSFgfWoQIEfGjx5Fnw4cPx6effgq9Xo/i4mJIJPyCmocOHbqGIxMRL2JpDBBZaWYGbOuikpjvIxb7Fk8ACSoFmb3jCphHDkjtkGOYUJsKU2g2Q6+GSpGK5z48Tq94MxmxZUExzjo8tDZNInDQKmWoKBuBl/daedsvAfY1jCXe6nD7SRtqoZaG1e/WsAIuKrormPkxVFiKECHixkO8GjhX6xlGnHdL+2bO4fYjGBLeeDKr4bpiaqCP8Z2S1AqEIhFsXVTCEswnqlpC4QhrjaFWmwlt1pdYsiCBBK9VncKWvVYa6caMCQBg57IxCIYjvIRDZZ0NJxvbMMCYAF9QeIMYa32LdW9QnVBFXD90VccqJcbv2NHWXCI+FNIU2zS7AE++cwR3Db9F8Fz1DjdtDgg50JYzqrn66TXYuqgEqQlKLHxtP81lnkpMa5VyuP1BVJ9tplWvAew5wvccZMbL8cTvTFzLFuibNSZNVgtv45M1CjhcfiTGOE6ECBHxo8fNplmzZkGlimpbzJ49+/oORkSnEEtjoLHVh/PNHlaGTihbXWoyoFeSCsWZejy0oxq7l1u61UUnlobG6ul55N/KLVk4+IMDe440cLbZABGyIo3AQGMCdi4bA71WiVU7a3j14IiSeeY1jCXe6vQE8OCOajw7dyg87a6kXCBK+/kgFMxcLZMBESJEiLhW6CkaOFSN0NoLLYLHJqkVtOoJgiTicgw81F7NzIdY31+tkGLFW4cF9ZhCHGQWdf1mbtaBaMvav09cxpHzTnx9uolcO2O1eCapFbzu3ASaPQGseOswNs4qiHkuIfSUe0OEMLr6O3X370yQeXyaYoPTErF+z1F8cqwR80dmCp6rV2J0/6NVyuANxOcmD0TbNHUaBULhCNQKGY0QI8ZGkHJbF5VgybYDnOdUK2VkIpYPXPFyrGrT6rPNtL+J86l7oE9QsvSjCVhMBlx0etA7WQ2FTPg5K0KEiPjR48iztWvXory8HH/605+wdu3a6z0cEZ1ALI0BAFjzbg3N/RKIZu0qykZAKpHQFmWzyYBF5izM+8tXcPtDcS+6SWpFXISP0+1Hg9OL+SMzsdicxcqyf15ng1ImJYOt4n462rgJUDcy3kAIFWUjcKjege8bWpCeokaKVomTjW0s4owAtWSeeg0PnHHAmMi/QBKBCUHA/XpSdsxrwwWh63o1TQZEiBAh4lrhemrg8K1HmQYtSk1GzrWB+lymEm6356bh/43MZInjW0wGzCvpxzsGoe//9JxCrN1Vy6vHdN+4gUhLUiMcibBcAplVN8RmfWy2EcsmmPCLiq/h9oewdVEJ/vBxHXluoU038d0DIeFKO5U8qqHGbG/lu46duTY3gz7SzYKu/k7xvL8jyUIqGcesnhybbcTq6Xn45FgjgFhJYiNStNGWwmfnDoVSJpw0JYhns8mAMnMWAuEIhmXqaWL/TIJdr1VAIonGq0yCrdRkwJ7DDTh8tlkwtuPSnBOquntgggnlr39DuybifOoe9E5WY9PsQqzaeYS2P7CYDFgzIx9/+Ph7PHpnDjwxiFgRIkTEjx5HngHAtm3b8OyzzyIpKel6D0VEJxFLY+DFu4tgd/mxbkY+QuEI3P7Q/8/emcdHVV/9/zP7ZLJMwgxhTUhgIiEJYBCkMhMQqlYEBOSxj+CvJURbW0TaWqsii2yCW/uooD62gtpWsY9VQKm1LrgQXJEoCaAyEEkwgZAhM1lmX35/TO4wy11mkklmkpz36+WrZZab771zzz3ne9bA9EumnMVsc8Lh8o/kZiLejIFv6nDC4/OhrEDLmmXFRNDD+6SEO3zYnEJszVgtNmfA2GIrmeGa8mXQabBl4fjAeceSLcdcQ7PVhU37jkYMWGCO/4efFGLxXz4F4HfA3XfdON6/MTIrJWKDwWfMdHWyFUEQRDKSiB44XAGIzQtK8NBb32CpPg9e+Fib5YevS62SY/31xbj71SMRm/BKown37a7mfS5znb+pwxnY5IdTVWfG+nnF2PjGsZCWA8H6ksm6WTunKDAVVCIWQSYW4bLcTBwwmiL0J9emO/jcz7U5ospqicewh/7cH6k/0d3fie/7sQYLhZxxZ1vtgdf4SpqX6vPw0JvH8ezSKXjive8wYWQmp1O9rEALTZocO5ZODpRfvnTr1JD13L+3htXBXlagDWSfMTZumU6LZYY8rHjJb/ey2XaMQ9HU4QwEh5lAc3DW3errxsHp9gauKQC8scJA8tRDeHwebF04Hq12N1rtbqQpJWhqdeCxd77FPdeOg8vriXCUEgTRdZLSeebz8ff/IPoGfD0GhPoPBDckHZKhxFWF2UhXyqCUiXH/60fx7vGmgMPK5/OFRFxCIug8Dh+AfaIYWzPWVMXFsplGiz1iJDnXtLRKowlr9tQEjJBYe3Uwwwre/eY8Pj51IaIcoKrejJYOZ4hilIhFvNH3oRnKmIzOrk62IgiCSFZ6swcOXwDivt3VuLSzHUHw8z0zRYYx2WkYkqFkPabd5eXshxTNc5nt/E81d3B+vsKQj41vcGelMfrySL0Zi6fk4IE3jwfOVyWXYM2ccbh7diHCzbvwUjd1igxZna0LmPVJxSIs0+dDDFGIIyG84Xl4eWtXN+v9tT9Sf6O7vxPb97saLOS774LtM+Z+37a4FMuv1MFicwVsOSZg63D7MDE3E3/+6BS2LykF4AuRu7ICLZbp87DkL5+FHDvYfhyemYLNC8fjrv/7KrK9SOe5vbHCgPPtDkjFIlQamwOOM+Z8g58h0QSamay7hZeOQNFwdcS1JnoGmViC+984iqLhapTmZKLF6oRCKsbo7HRs2ncU6+YVI51djRAE0QWS0nkGgHdQADFwCDZuLFZnSCZZsNG9/EodlDJJIHuNL4LOGAUAQoz78N4x2jQ5dlbWYvKorJCyGSAy9T7a6Wdd6bXBZKuxNVMGQqecAX7nWTTR92iNmXj2liMIghho8AUgKo0mLNPnsz7f9/9+Bmf5WE88l/mCO3w6jmlezhW4sjo9uG93DfQ6DSr0+RFZZMElnmzOCU2qHFvfPI5yfR5+deUYVocDW3krQcRKd4KFXPedNk2OrTeMR3a6IsS+ZFqRhHPA2IxyfR6sTg9WvOS3ccuDgqbhAwEAdvux3e6OcHYH/saJZjjcHtz05085rwXzDOFyKLIFmqmXWe/T4fRg/zfnsf+b86zv3/UTj2BvSYIgoidpnWeXXHKJoAPtwoULvbQaIhlgM2oYo3v7fiPeu3MGxmSnAeCPoAN+o4AJgHOVXJbptHj9dj3a7C40d/idbYxxdOUlg5GvTQXgNyCinX7WlV4d0U4vZY6j6dxcxav0pLuTrQiCIAYyQo4urlYAPoCz9YCaZygAEP1zOdg5l6aQYusN47Fp37GYy3zUKTJsW1zKG7g6aDThF4bREf1OAX4dqFbJsWF+SaAM7cXPTkf9XYKIhZ5wSnc4PXjzSGNI1mQZS3uQYJhnAptT/cVbp0Y4ztjuf6GpuUIyzjxD+ByKwVM/SQ4Tg9A92WZ3wSamhBSCiBdJ6zzbsGED1Gq18AeJfk2wYa+QirFili5E+QcTrEBicfhwlVweMDbj/jeOojQ3KxAVZ3peDMtMgUouwZYF49HhdEOo0Dg8nT4WxxZftlpwvxe2zLJ4GDE0gax/UjzhUjQ2Ngp+rrWtrRdWQxD9l1gCIAwVhnys31sTkTnClI89cuPEbj+X2Uqx2Poh6XUaZGcoeI+V1alvhAJXaUop5BIRtiwYD6fHiw6HO6rgzvDMFN5eqb25YafJ0/2XeAcLA1lbYX3LDhhN8CI0ayuYzCDneHBlBABo0xT48K4rYbE5kapgv/8bzDZsCiuzDi+zVKfIonqGCDkU05UyvHfnDOplliD4pisD/nvaJ7hLIQgiWpLWeXbTTTchOzs70csgEki0zfwZgo2aaB0+0wu0UZWjAJE9L8JLSmPZyETj2Ao20NfMKcKXdS0hGQHTC7TYOL8ErTYnFl46ImC4xNuwpwlk/ZPGxkZc88Aewc+9smJWzy+GIPoxfPrIEBQACWbaaA1vK4B2uxtbFo7Hqt3VEZlp0TyXuUqxmH/vvV0P4/l2yCX+8shvGtt4B/QwOi7c+RDeEiFNKcWwDGWX9EYylGPS5On+CWM3CQ2iijVYGG3WVvjfGaVRYXqBFodOt7BWRvDdcxcddtz9CY/Um5GdruC07R5eNAEAcLKpXbDkT5Mqx5jsNFisTpxsaienci+jlIq5B0votJBKRFAITG4lCCJ6ktJ5Rv3OBh7hDp80hRTr9tZE1WMBiDRqrE4Pls/UwePzRYzNDt5YPLhoAo43tvKuLbikhqvnRbwdTFwG+psry9AaEW1MFfxedw17mkBGEATRNfj0w+YFJdi071jI56cXaAU3rGabE09/cBITczJRPi0vMGRglEaFYVE86/k29QdONON8mwNFQzPg9HgxIjMFdpcbm+aXYN3eGl4dF+wo5GqJ0FedTTR5un8SbDfxDaLqii0nlLUVDvN3hgVNW1+zpxoHjaYIR/RpUwckYlHEUBEhh93tV+pw8+W5nc5osNp2HU5PoGR8xSwd57RbxvYmp3LicPt8uP/6Yqx/vSbknjXoNLj/+mLYXS74fEm53SeIPklSShNN2xxYcJWOLJ2Wh49PmiIyzMKjdeFGjcXqxN2vHsGXp1siplM2tTmgkksCn7M5PchIkUWM3Q4mfBPD1V8gXg4mPgN93d4aTgO9pw37ZIj6EwRB9EX49MOjN06MeJ0ZasOFy+1F4bCMkCE3H58y4bmDtXj0xomCz2rB3k4ONxpb7XhyvzGQ0aCSS7B2bhFWzxkHm9PDquOCHYUTcjJZWyL0VWcTTZ7uPslW8hpuN/ENouqJnrG5g1R4784ZrDYjM239QKfjjLU3b6f9G+ygEpJtpUwS4mAPt+3Cr8nOylo80Tmhnq3XIMA+ub6vynlfQwIRHnjzGC7NzcKyoP1OVb0ZD755HKuuK4TZRoO9iIFHT+mbpHSeeb38zdeJ/gNf6YjX5+PsB6FOkWHP8mmsxnuwgcv23an5g9Dh9ERVEqpnKanh63kRDwdTVw10MuwJgiCSFy79wPU6V6nnVeOyoZRLUVXXEqLj9DoNlunzYeoQftYLbeqHqZV46K1vIqZirnqtmnMqJgPjKGy02KOaQt1XoMnT3SMZs5NiGUTVFYRaiGSnK3hlgLnnOHvzsjiohGRbaNhI+DUJdihW6POhTpEhq3N6vFolx8mmdrI9E4jD7cW735zHuxzTNn//k7FQyZNyu08QPUZP6huaXUskFKH0cqZBajhZKjkuzc3CmOy0CKUsZOB6vD7OsdvPHaxFhcGf1cZsRHZW1gY+0xsN8rtqoJNhTxAE0T9gMrimF2hDXp9eoMXauUV45D/fRGykGR3m8Qpn7zObejb0Og2cbi9rmRZwcUMstH6bi3+aX1/TSTR5uusIZcZbrPz3U0/R03YTnxxHUwbK3HOlOZlRyyOfbEdjw7JdE8aheMsLhyAVi0Jsb7I9E0ub3c37frvdDWqGRAwkelrfkCuaSChCSje43xiDkPIXMnA9Xh+vw271deMwb8IwHK4zh2ShdbXnRaxpo1010MmwJwiC6D9wlXo2tto5N9IHjaaonGfMpp4tA3uZPh/n2x28349mQ9wVnZRsZX3B0OTprpOsmfG9YTd1p6UHc8+x2cLBBMtjd3vwxnpNyPZMLKkK/mEAKoUE1EqcGEj0tL4h5xmRUISUbmZYenk0yp/NwGUarU4brRF02DndXlyam4WhGUpcnjeoW/3LupI22lUDnQx7giCI7pNMDhy2ks6T59t5vxPet5OL4ZkpePTGiTjZ1A6zzRXok7NyVxW2dfY44iKaDXGsOikZy/qCocnTXSdZs5N6y26KtaVH+LR1q0AWZ7g8xsNhF+01UcrEMOg0Ic3q+T5PxJdUuZRzoINep4EYImTSs4kYQPS0viHnGRF3Ytl4CCnpMdlpnM1UuQg3cMMbre5YOpn3+4wR0t3+ZV1t4N9VA50Me4IgiO6R7A4cAFCnCOhAgZ5GwQzJUMLj9UXojaY2B8oKtKzR22g3xLHopFj0ZSKdmzR5umska3ZSMtpNbM+grTeMj1keY7Fhw2Vq6w3jsf71o3jneFPI32GT2/tfP4pyfT58CB0oYNBpsGXheJKNHiZTJcMdswoAhF5/vU6DO2YVQCwGlALTmwmiP9HT+oacZ0RciXXjwWa4MBO9JuVmosFsQ0aKDPna1JgUcLCB6/X5sPGNowGlUlVvFhy7HQ+6kzbaVQOdDHuCIIiu0dMTi+NFvLNluPTGjEsGd9upEK1OilZfNphtWLe3JjBptNFiR5NKhtxBKozIUsV03l2FJk/HTjJnxsfDboqXQ5frGbRp3zHsLJ8CERB3Jx+X3b5l4Xisum4cWm38cvvu8SZ8fNIUMd2+qt4Mp4cGwPUGUpEPd8zS4d7ZhWi3e5CulKLd4YJUDHz4XRN+XDiUnlnEgKGn9Q05z4i40dWNR7Dh0uFwISNFjrV7arDqterAZ6YXaLFxfgksNifSlNEZJoyBe7KpHQeCHGVCY7fjpWC6mzbaVQOdDHuCIIjYSda+TOH0RLYMm95QqxCVU0HIcRCNTopGX1qsTqzbW4ObLs8NZJIzGHQaPHjDBIwc1DsONCI2kjHDK5ju2E3xzFblegZZnR5UPP8F/v2bMjjdXlhsLqjkEqQqpFDJ+Xte8cFnt9+3uxrbFpdi9GDuaaOM3DIDBcK5qjC7y2sjouN8uwPtTi92HDgVstcp02lxS1k+Jo8aREMbiAFFT+ubAeM8++ijj/DII4/gyy+/RGNjI3bv3o0FCxYE3vf5fNiwYQP+/Oc/o6WlBVOnTsWTTz6J4uLixC26j9GdjQdjuFisTqzYVYUDxkhFvnpPNUpzs7B9vzEmw4RR7kzfs9KcTLi9Ptx77Tg43B54fYAmVR73DK1kLVMgCIIgIknWvkxs9FaWsZBTIV6Og2j0ZXO7E4XDMvDcwdqIzPFKowmrdldje5KUdxKR9MfM+HhkqwbfpwqpGCtm6bCzspa1d6Hb68PGfcfiVlbe3YAB2bmJx+P1RTjOAAT2UavnjINMQmWbxMCiJ/XNgHGedXR0YOLEiVi2bBkWLVoU8f7DDz+MP/3pT3j++edxySWXYPPmzbj66qvx7bffIj09PQEr7nvEY+PBp8gPGk2o0OcDiM0wyVDKIvqeMeh1GjywYDzytKmCa4sVJm300OmWgNPO4fZCKZPgXKudmqgSBEEkEcm4EeRzACU6y1jIcfDIjRPRbnfHpf+pNk2OU80dKM3JZM1wAYADYeWdyd67biCS6Hs23nTX+cR2n+p1GjyxuDRk2jsAVBjysX5vTYSThMsejsZ53B273WL1t0XZsXQyRCIRDte1hDj9El2OO1DwARH3BMMBYzMgAv0OxICkp/TNgHGezZ49G7Nnz2Z9z+fz4bHHHsPq1atxww03AABeeOEFDBkyBC+99BJuu+223lxqnyUeGw8hRR48rjvaMhptmhxr5xaxRqsPGk1Yu7cmJFrdXcKnJHl8Pjzyn29CDP6yAi1mXDIYaqowIQiCSAqSrS9TsjuABB0HbQ6cvmCFUibBe9804dvGVmyYXxJ1/1MgtMwiQ+lEo8XOuyamvLMv9K4j+j7ddT6x3aeMnVphyA+xG6eN1nA6jsPt4WifHV2124WcfpNHZSVFOe5AoN3uFnxfPZR+B4KIFwPGecZHbW0tzp49i2uuuSbwmkKhwIwZM/Dxxx9zOs8cDgccDkfg362trT2+1mQmHhsPIUWuCJsYE002m1olx6TczJAeasEcONGMpjZHXJQ8m0Fh0GlQrs/Hp6cuBCJyB8iI7zFILgkiuegrMplMfZn6ggNIyHFw+oIVy188DMC/sV6mz8f9e2vw6I0TBfufspVZaNPkONcaXXlnX+hdl2j6ilwmM90JGkdbaQH4n0Hh9m84jD0cy7OjK3Y7n9NPLBLh3yvLkKmSkYx1kVjlMlXBv5VPVUhhsdIzjyDiBRVBAzh79iwAYMiQISGvDxkyJPAeG1u3boVarQ78l5OT06PrTHaYjcf0Am3I67FsPBhFzoZep0FVvTnktWjLaFoFIjMWW/d72XAZFJVGE547WIsKQ37I64wRT8QXkkuCSC76kkwyDpz37pyBPcun4b07Z2Db4lIM6+VMr2gcQIkmlmDXwU49OHZYBu/a1So5xmSn4dLcLIzJTosYPDBKo4JBp2H9LrPZ70u96xJJX5LLZIXPZhUKGgvdp6kKKZ66eRJeunUqHrlxIjIFbGjGHo7l2dEVu53v+AdONMPt9ZGjphvEKpci+PdHbOh1GoiApNAXBNFfoMyzIEQiUci/fT5fxGvBrFq1CnfeeWfg362trQPe+Ohugz6uyD8TtV65qwqAv/n/2rlF8Pp8qKprEeynkiowjYhvWlG0TYdjiSIykBEff0guCSK56GsymYi+TOF6xuPzQSWXsDYNB3pHdwjpPr6sFbZgF6MHu7P2EVkqPHjDBKzaXR1RkhZc3skHNTH309fkMhmJJVs1XJ4GqeS8Mt7hcAcyN9+7c0bUWWLtDhdWzNKF9NkN7kcWLn+x2u3knO5ZYpVLkQi41TAac8YPw5AMZeA3P2uxYZg6BSIR/SYEEU/IeQZg6NChAPwZaMOGDQu83tTUFJGNFoxCoYBCoejx9fU1urvxCFfkKXIJDteZA81TVXIJdpZPwZP7jSGlmHy9YFLlUuh1moieZ4DfyE+Vs4tCLD1nYunXxkBGfPwhuSSI5IJkkh82PVNWoGVtGs7Q07ojGt0XbbArGIfb2+21jxykwnaB8s5k6l2XrJBcxodonE9c8rSzfAoqnv8iQsbDnc9tdhfGZKdF5ahTp8hRVdcSMRyLeZ6wyV8sdnsyDlbpT8QqlyKRPwHgzepGVAbtccp0GqyYVQCAfhOCiCfkPAOQn5+PoUOH4p133kFpaSkAwOl04sMPP8RDDz2U4NUNTMIV+dAMJS7PG4Q2uwtZKjnW7KkJjGFm4OsFk6mS4Y5OJRLsQNPrNLhjVgEyVZGKJdaeM7H2ayMjniAIYmDDpWcOnGiGz+eLaBoO9LzuiEX3hTsOlDIJ9lU3cjr9MlNkcVk732Y/mXrXEQMDvvuRT558ANbOLQoJBLM5nxnnh5CjzmJ1Yu2eGtbhWOj8W92VP3JOJxdyiRjb958IcZwBzAROETZcXwwN/SYEETcGjPOsvb0dRuNFA7S2thZfffUVBg0ahNzcXPz2t7/Fli1bUFBQgIKCAmzZsgUqlQpLlixJ4KoJhmDD5GRTe4TjjIGrGbBaJceoQSrMnTAcFfp8ONxeKKRiNLU5kDdIFXMZJtvf4TMoDGFRRDLiCYIgCD49U2k0YfmVuhDnWW/ojlh1X7B+tlidOFJvZnWcGXQajNKw69t4090WEgQRL4R6hK2bW4R3fjcddResAICqenOI8zncIcXnqGtud3LaxweNJqybW9RtGSDndHJhd3s7HWWRHDA2w+n10m9CEHFkwDjPDh06hJkzZwb+zdSTL126FM8//zzuvvtu2Gw2LF++HC0tLZg6dSrefvttpKenJ2rJBAdd7bcwLDMF15UMDTGmJ4/KiltfBz6DYsvC8XB6vLiqMJuMeIIgCAKAsJ5RyiR4784ZveoA6k5PIy49WFagxdaF4zEiSxW3dQqRiN51BBGOkDx1ONy4NDcLqQpptx1SQn/LxtFfLVbIOZ08tNr4B6IJvU8QRGwMGOfZlVdeCZ/Px/m+SCTC+vXrsX79+t5bFNElutNvoaf7OpBBQRAEQUSLkJ5Rp8gwJjutl1bjp7s9jUgPEsRFopWneMhNb/YjI+d0cpCh5N/KC71PEERsiIU/QhDJRXdGg/fG31Gr5BiTnYZLc7MwJjuNjAuCIAiCld7SZ7EQjzWRHiQIP7HIU3flJhmfJ0TPkpUqh0GnYX3PoNMgK5V+c4KIJ+Q8I/ocTFlIuIEQz34LFqsTpg4n7r++GGU9+HcIgiCIgUtv6DPAr9NONrWjqq4FJ8+3w2J1JnxNBDEQ6E15SmbZjeUZRETPkAwltiwcH+FAM+g0eGDheAzJUCZoZQTRP6FcTqJP0pNlIcEjxVVyCSoM+fj1jDFQyMTITJFT+QlBEAQRN3q6zDFYpzFML9DiwUUTMDwzJSFrIoiBRG/KUzLKbleeQUT05GpS8eCiCbBYXWi1u5GmlKCp1YFH3voG980pomtMEHGEnGdEn6Un+i2EjxS3Oj3Yvt+I7fuNmF6gxbbFpbR5IAiCIOJKT/UPCtdpDB+daMa9rx7h1WnU04gg4kdvylMyyW53nkFEdFisTqx6rZp1qmur3U3XmCDiCJVtEkQQfCPFPzrRjOZ2SjMnCIIg+gak0wiCSCT0DOp56BoTRO9BmWcEEYTQmO82gfd7GovVieZ2J1rtLmSkyKBNTZ7oIkEQBJFcJLtOE4J0HkH0bfr6M6gvQNeYIHoPcp4RRBC9OeY7VqhnBEEQBBELyazThCCdRxB9H5Vcwvt+Mj+D+gp9+TlPEH0NKtskiCCSdcy3UM8ImlpEEARBhJOsOk0I0nkE0fexWJ04XGeGPmwSJEMyP4P6EmlKacS0TQaDToM0JeXKEES8IOcZQQSRrGO+qZ8BQRAEESvJqtOEIJ1HEH2f5nYnNu07hmX6/AgHml6nwcb5JUn7DOpLdDjcKOe4xuX6fHQ43AlaGUH0P8gVTRBhJOOYb+pnQBB9j9a2dgwaPETwc8OGDcPRI1/1/IKIAUky6jQhSOcRRN+n1e6C1enByl1VqDDko0KfD4fbC4VUjKp6M1ptTgCpiV5mn8dic3Fe45W7qvDSrVMTvUSC6DeQ84wgWOjNMd/RNESmfgYE0ffweb245oE9gp97e/WCHl8LMbDpqk5LVMN+0nlEf2KgDr5g5Njq9GD7fmPE+wsvHdHbS+qXqFNkqDDkozQnEw63F0qZBIfrWrCzshZWp4eelwQRR8h5RhAJJNqGyEzfmo9YylioZwRBEAQRbxLZsJ90HtFfGMiDL0iOewe5RIyqupYQB6Vep8ETi0vxj8/r6DoTRByhnmcEkSBiaYjcV/vWEAQhDFPeKfRf8YRLE71UYoCQ6Ib9pPOI/kCi5SjRkBz3PBarE6t2V+Og0RTy+kGjCc8frMX664vpOhNEHKHMM4JIENE0RA5WeH2xbw1BEMJQeSeRbMSqn3oC0nlEXycZ5CjRkBz3LHz3WKXRBLvL28srIoj+DTnPCCJBdKUhcm/2YiMIgiAGJsnSsJ90HtGXSRY5SjQkxz0H3WME0btQ2SZBJAhqiEwQBEEkI6SfCKL7kBwRPQ3dYwTRu5DzjCASBNNIlQ1qpEoQBEEkCtJPBNF9SI6InobuMYLoXch5RhAJghqpEgRBEMkI6SeC6D4kR0RPQ/cYQfQu1POMIBIINVIlCIIgkhHSTwTRfUiOiJ6G7jGC6D3IeRZEW1sb1q5di927d6OpqQmlpaV4/PHHMWXKlEQvjejHUCNVgiAIIhkh/UQQ3YfkiOhp6B4jiN6ByjaDuPXWW/HOO+/gb3/7G6qrq3HNNdfgqquuwg8//JDopREEQRAEQRAEQRAEQRAJgDLPOrHZbHj11Vexd+9eTJ8+HQCwfv167NmzB08//TQ2b96c4BUSBEEIUzzhUjQ2Ngp+rrWtrRdWQxAEQRAEQRAE0fch51knbrcbHo8HSqUy5PWUlBRUVlYmaFUEQRCx0djYiGse2CP4uVdWzOr5xRAEQRAEQRAEQfQDyHnWSXp6Oq644gps2rQJ48aNw5AhQ7Br1y589tlnKCgoYP2Ow+GAw+EI/Lu1tbW3lksQBAf9VS4po4zoq/RXmSSIvgzJJUEkHySXBJHckPMsiL/97W+oqKjAiBEjIJFIMGnSJCxZsgSHDx9m/fzWrVuxYcOGXl4lQRB89Fe5pIwyoq/SX2WSIPoyJJcEkXyQXBJEckMDA4IYM2YMPvzwQ7S3t6O+vh6ff/45XC4X8vPzWT+/atUqWCyWwH/19fW9vGKCIMIhuSSI5IJkkiCSD5JLgkg+SC4JIrmhzDMWUlNTkZqaipaWFvznP//Bww8/zPo5hUIBhULRy6sjCIIPkkuCSC5IJgki+SC5JIjkg+SSIJIbcp4F8Z///Ac+nw9jx46F0WjEH/7wB4wdOxbLli1L9NIIgiAIgiAIgiAIgiCIBEBlm0FYLBbcfvvtKCwsxM9//nMYDAa8/fbbkMlkiV4aQRAEQRAEQRAEQRAEkQAo8yyIn/70p/jpT3+a6GUQBEEQBEEQBEEQBEEQSQI5zwgiibBYnWhud6LV7kJGigzaVDnUKnmil0UQBEH0MqQPCCJxkPwRfQW6Vwmi9yDnGUEkCQ1mG+559QgOnGgOvDa9QIsHF03A8MyUBK6MIAiC6E1IHxBE4iD5I/oKdK8SRO9CPc8IIgmwWJ0Ryg8APjrRjHtfPQKL1ZmglREEQRC9CekDgkgcJH9EX4HuVYLofch5RhBJQHO7M0L5MXx0ohnN7aQACYIgBgKkDwgicZD8EX0FulcJovch5xlBJAGtdhfv+20C7xMEQRD9A9IHBJE4SP6IvgLdqwTR+1DPM4JIAjKUMgCASi5BhSEfpTmZcLi9UMokOFzXgowUWYJXSBAEQXSFWJs5M/qAi3SB9wmCiCRaOST5I/oKGUoZ575hZ2Ut3asE0QOQ84wgkgBtmhxXj8vGf1+ei+cO1mL7fmPgPYNOg5sm5yRwdQRBEERX6EozZ22aHNMLtPiIpRxneoEW2jSaokYQsRCLHJL8EX0FbZocO8unYNv+EyH7Br1Og53lU+heJYgegMo2CSIJUKvkWH99MZ47WIuDRlPIe5VGE+7bXU2NPwmCIPoQXW3mrFbJ8eCiCZheoA15fXqBFg8tmsCbtUYQRCixyiHJH9GXeHK/MWLfcNBowpPvGzm+QRBEd6DMM4JIEuwub4QCZGAaf5LRRhADl9a2dgwaPETwc8OGDcPRI1/1/IIIXqJp5sz1TB+emYJti0vR3O5Em92FdKUM2jT+ck+CICLpihyS/BF9geZ2Jw4Y2e/tA7RvIIgegZxnBJEkUONPgiD48Hm9uOaBPYKfe3v1gh5fCyFMd5/pahVt1gmiu3RVDkn+iGSH9g0E0ftQ2SZBJAnUpJYgCKL/QM90gkg8JIdEf4XubYLofch5RhBJAtOklg1qUksQBNG3oGc6QSQekkOiv0L3NkH0PuQ8I4gkgZrUEgRB9B/omU4QiYfkkOiv0L1NEL0P9TwjiCSCmtQmjuIJl6KxsVHwc9E2Y4/2eFabHaoUpeDnWtvaBD9DEERyQc90gkg8JIdEf4XubYLoXch5RhBJBjWpTQyNjY1xbcYe7fFeWTEL1/zprag+RxBE34Oe6QSReEgOif4K3dsE0XtQ2SZBEARBEARBEARBEARBcECZZwRBEATRj2hta8egwUMEPxdtyXC0pcoEQRAEQRAE0V8h5xlBEARB9CN8Xm9cS4ajLVUmCIIgCIIgiP4KOc/iiM/nAwC0trYmeCUE0f9JT0+HSCQS/Fy0cunzAR63J4rjRSfj0R4PoM9153PJvLb+8rlo73kgOrkkXUkQvUe8dSVBEN2H5JIgko9o5FLkY6SS6DZnzpxBTk5OopdBEAMCi8WCjIwMwc+RXBJE7xGNXJJMEkTvQbqSIJIPkkuCSD6ikUtynsURr9eLhoaGqKMJsdLa2oqcnBzU19dH9cDt69D59m+6e77RyllPy2WioPulf9NXzzcaOeuKTPbV6xFP6BrQNQBivwax6kqfz4fc3NwBc40H0j01kM4VSO7zjZcNm8zn2Beg69c9+tv1i0YuqWwzjojFYowcObLH/05GRka/uEGjhc63f9PT59tbcpko6H7p3/TH8+2OTPbH6xErdA3oGgDxvwaMXDLlYQPtGg+k8x1I5wr07fONVl/25XNMBuj6dY+BdP3EiV4AQRAEQRAEQRAEQRAEQSQr5DwjCIIgCIIgCIIgCIIgCA7IedaHUCgUuP/++6FQKBK9lF6Bzrd/M9DON94MtOtH5zuwoetB1wCgawD0/DUYaNd4IJ3vQDpXYGCc70A4x56Erl/3GIjXjwYGEARBEARBEARBEARBEAQHlHlGEARBEARBEARBEARBEByQ84wgCIIgCIIgCIIgCIIgOCDnGUEQBEEQBEEQBEEQBEFwQM4zgiAIgiAIgiAIgiAIguCAnGcEQRAEQRAEQRAEQRAEwQE5z+KIz+dDa2sraIApQSQPJJcEkVyQTBJE8kFySRDJB8klQSQX5DyLI21tbVCr1Whra0PotIgAAQAASURBVEv0UgiC6ITkkiCSC5JJgkg+SC4JIvkguSSI5IKcZwRBEARBEARBEARBEATBATnPCIIgCIIgCIIgCIIgCIIDcp4RBEEQBEEQBEEQBEEQBAfkPCMIgiAIgiAIgiAIgiAIDsh5RhAEQRAEQRAEQRAEQRAcDEjn2datWyESifDb3/428JrP58P69esxfPhwpKSk4Morr8TRo0cTt0iCIAiCIAiCIAiCIAgi4UgTvYDe5osvvsCf//xnTJgwIeT1hx9+GH/605/w/PPP45JLLsHmzZtx9dVX49tvv0V6enqCVksEY7E60dzuRKvdhYwUGbSpcqhV8kQviyAGPCSbBEEQBNE7kM4lwqF7giB6hwHlPGtvb8fNN9+Mv/zlL9i8eXPgdZ/Ph8ceewyrV6/GDTfcAAB44YUXMGTIELz00ku47bbbErVkopMGsw33vHoEB040B16bXqDFg4smYHhmSgJXRhADG5JNgiAIgugdSOcS4dA9QRC9x4Aq27z99tsxZ84cXHXVVSGv19bW4uzZs7jmmmsCrykUCsyYMQMff/xxby+TCMNidUYoBQD46EQz7n31CCxWZ4JWRhADG5JNgiAIgugdSOcS4dA9QRC9y4DJPHv55Zdx+PBhfPHFFxHvnT17FgAwZMiQkNeHDBmC06dPcx7T4XDA4XAE/t3a2hqn1RLBNLc7I5QCw0cnmtHc7qTUZCIAyWXvQbJJRAPJJEEkHySXfQ/Suf2fWOWS7gmC6F0GROZZfX09fvOb3+Dvf/87lEol5+dEIlHIv30+X8RrwWzduhVqtTrwX05OTtzWTFyk1e7ifb9N4H1iYEFy2XuQbBLRQDJJEMkHyWXfg3Ru/ydWuaR7giB6lwHhPPvyyy/R1NSEyy67DFKpFFKpFB9++CGeeOIJSKXSQMYZk4HG0NTUFJGNFsyqVatgsVgC/9XX1/foeQxUMpQy3vfTBd4nBhYkl70HySYRDSSTBJF8kFz2PUjn9n9ilUu6JwiidxkQZZs//vGPUV1dHfLasmXLUFhYiHvuuQejR4/G0KFD8c4776C0tBQA4HQ68eGHH+Khhx7iPK5CoYBCoejRtROANk2O6QVafMSSljy9QAttGqUjExchuew9SDaJaCCZJIjkg+Sy70E6t/8Tq1zSPUEQvcuAyDxLT09HSUlJyH+pqanQaDQoKSmBSCTCb3/7W2zZsgW7d+9GTU0NysvLoVKpsGTJkkQvf8CjVsnx4KIJmF6gDXl9eoEWDy2aQLX8BJEgSDYJgiAIoncgnUuEQ/cEQfQuAyLzLBruvvtu2Gw2LF++HC0tLZg6dSrefvttpKenJ3ppBIDhmSnYtrgUze1OtNldSFfKoE2Tk1IgiARDskkQBEEQvQPpXCIcuicIovcQ+Xw+X6IX0V9obW2FWq2GxWJBRkZGopdDEARILgki2SCZJIjkg+SSIJIPkkuCSC4GRNkmQRAEQRAEQRAEQRAEQXQFKtskiB7AYnWiud2JVrsLGSkyaFMpfZog+hokxwRBEERfh3TZwIF+a4LoWch5RhBxpsFswz2vHsGBoMk30wu0eHDRBAzPTEngygiCiBaSY4IgCKKvQ7ps4EC/NUH0PNTzLI5QXXooAzH6YbE6sWJXVYjiYpheoMW2xaX9/hokGySXBEO0zySS456FZJIgkg+Sy75PuI5LU0ixenc13j3eFPFZ0mV9g2jl0mJ14s2as8hOV8Dh9kIpk+BwXQt2VtZi8qgs+q0JIk5Q5hnRIwzU6Edzu5N1ww0AH51oRnO7M+7KayA6KQkiVtieSWUFWmyaX4IslSxEZhIhxwRBEATRVbh03NJpefj4pAlWpyfk8x+daMYPZhuaO5xkN/YDWqwu7DvSgINGU+A1vU6DJxaXYuWuKrJbCCJOkPOMiDsWqzNCgQN+RX3vq0f6dfSj1e7ifb9N4P1YGahOSoKIBa5n0oETzVi9pxpzJwzHjEsGB2Smt+WYIAiCILoKn47z+nyoMORj+35jxPe+N1mx/MXDZDf2cSxWJ9buqQ5xnAEI/LvCkE92C0HECZq2ScSdaLI2+isZShnv++kC78eCkJPSYu2/15kgYoHvmXTQaEJ2uiJEZnpTjgmCIAiiOwjpuNKcTNb3FFL/NpDsxr5Nc7sTB8IcZwzM75+qoHwZgogH5Dwj4s5AztrQpskxvUDL+t70Ai20afHLuBvITkqCiAWhZ5LD7Q2Rmd6UY4IgCILoDtHouHD0Og2q6s2Bf5Pd2HcR+v0BQC6hLT9BxAOSJCLuDOSsDbVKjgcXTYjYeE8v0OKhRRPiWq46kJ2UBBELQs8kJvrOyExvyjFBEARBdAchHZeZEvq+XqfBMn0+dlbWhrxOdmPfROj3z85QwGIjxyhBxAPK4STiDpO18RHHpLr+nrUxPDMF2xaXorndiTa7C+lKGbRp8W/GOpCdlAQRC3zPpODoe7DM9JYcEwRBEER3ELK7x2Sn4b07Z6DF6oTF5kJVvRkrd1VFDBEgu7Fvok2To6xAy1qNUqbT4L3jTZg3YXgCVkYQ/Q/KPCPiDmVt+K/BmOw0XJqbhTHZaT1yzlRaRhDRwfVMCo6+s8lMb8gxQRAEQXQHIbt7SIYSY7LTUJCdhhc+/h7b9xsjHGdkN/Zd1Co5ti4cD4NOE/K6XqfBUn0+jv5god+WIOKEyOfz+RK9iP5Ca2sr1Go1LBYLMjIyEr2chGOxOilro4dpMNtw76tHQqKNjLE0jKYmASC5JC5isTpxttWOMy02AEBVvRk7K2sxeVQWyUwvQjJJEMkHyWXfJxq7m+zGvkUscvlDixWnTVaYbS4opGJU1ZvxbWMrNs4vod+WIOIEOc/iCBkeRCIgJyU/JJdEOCQziYVkkiCSD5LLgQPpwL5DrHJJvy1B9CzU84xIehhF0Gp3ISNFBm0qKYJg1Cq6HkT/pKdkn2SGIAiib0O2YdchHdj/CJeHfG0q/cYE0QOQ84xIahrMNtzz6pGQJpjTC7R4cNEEDKcUZILot5DsE0RyMSInFw1n6qP67PCROfihvq6HV0QMVEg/EMRFSB4Iovegss04Qinv8YGJnnh8Pmx64ygOGE0Rn5leoMW2xaVRR1UoQjlwIblMPMHyp06RIVUhRbvdzSmPFqsTK3ZVsU6OilX2k5WB/EwimeybiEQi/PczH0f12X/cNg1kXvYt+opc9nX9EMuzn+2zAAas7hiICMllX5cHguhrUOYZkVQER092LJ3M6jgDgI9ONONsqz0qhdCdiMxA3uASRDwIlj+VXIInFpfiuYO1OBgk2+Hy2NzuZDUEAb/sN7c7+7Qccj2TNs4vgcXmRJqSnjUEQRBs9FX9YLE60WJ1Ye2e6hDblsseZdMTZQVa3D5Th4rnvwhMy6QMo4GNkDxEu1ciCCI6xIleAEEwWKzOEEPB4fbyfv5Miw0WqzOmYzJ8dKIZ9756hPf7DWYbVuyqwo//9CEWPvUxfvzHD3HHrio0mG1RnhFBDGzC5a/CkB/hOAMi5bHV7uI9bpvA+8kM3zNp9Z5qvHO8iZ41BEEQHPRF/dBgtuHNmrNYHeY4A9jtUS49ceBEM7btP4EKQz7v94mBg9nG/7ubrS66NwgijpDzjEgawqMnCqnw7dnczq8QoolQstEdpxtBEH7C5a80JzPCccYQLI8ZShnvcdMF3k9m+J5JB40mlOZkAqBnDUEQBBt9TT8w9mR2uiIq/QdErye4vk8MHFRy/iKy9BQZmtocvbQaguj/kPOMSBrCo4lV9WaU6TSsn9XrNKiqNwtGGLsaoeyq0y1RWKxOnGxqR1VdC06eb6cNN5EUhMufUDYpI4/aNDmmF2hZPzO9QAttmrzP3vNCz6Tga5SMzxqCIIhEEo1+SCYYezJa/QfEpicYTB3OPqULifgggn9PxIZep4HIB1hsyZeNSRB9Fep5RiQN4dHEnZW12LNcjw37joZE6/Q6DZbp87FyVxUWXjoipmOGwxWh7G5ZQFd6pXW1vxpN2SGSlTRFqIoRyiZl5FGtkuPBRRNw76tH8FHYff3QogmwOj24u4/e80LPpPBrlIwlSARBEIlCSD/0dH+nWG01xp6MVv8BsesJABCLgHnbKjF5VFaf0IVEfBCJgGV6fxkv217JCx9UckmilkcQ/Q5ynhFJAxNNDDaGGsw2rL5uHNxeH6xOD6RiESqNzVi5qwqXjcqCx+fDyfPtnMYL2zEZ+CKU3SkLiNaZFWyApcql+LKuBZv2HYupCaxQeSlN2SESNfSiwWzDodMt0Os0AYOuqt4c8u9gysLkcXhmCrYtLkVzuxNtdhdSFVLIJWKca7XB5vJiYk4mvjzdEpCXeN3zPX29+J5JTEZtMMlWgkQQBJFoGP3Q1OaAxeaCSi5BqkLa406CrgQrGXuST/+F26PBekIll6DCkI/SnEw43F5kqmSwOT1QySUB/afXafDduTY8sbgUK3dVhehCGnzVv8lUyfG/Hxhxz7WFkErEaLP5f2eXx4vnKk9h5Y8vgViU6FUSRP+BnGdE0hAcTTx0ugVPLC7FXypPsUZSrhg9CIunjsKCJw/C6vRwGi9djVB21ekWrTOLzQDT6zQBw8fq9ETlDOirU6eI3iFRWYmMHHzZKceAPyK6s7IWTywuhQhAZZhc3z5TF3EctUoetbwA3b/ne+N6cT2TgjNqg/92spUgEQRBJAMdTg827jvWa/qtq8FKxp5k9B+AiGnT4fYooyfu31uD/748F88drMX2/cbA+8H6rzQ3M6A7SnMzUWHIx/b9Rpg6nOhweqgyoZ+jlIrxm6vGYvWe6pD7yqDTYPOC8XB5PUgRU+YZQcQLkc/n8yV6ET3N008/jaeffhrff/89AKC4uBjr1q3D7NmzAQDnzp3DPffcg7fffhtmsxnTp0/Htm3bUFBQENPfaW1thVqthsViQUZGRrxPY8BgsTphtrqwhmUqEQCU6bQo1+fhjqBNM+A3CLiMFyby1mZ3IV0pgzZNOPLWYLZFbHDLCrRYf30xRAA0LNG7k03t+PGfPuQ85nt3zoA2TY4Vu6pYnV56nQaluVkhRtJ7d87AmOw01uNV1bVg4VMfc/69Pcun4dLcLM73BwIDVS4tVifnfcYnK/EgWA7Co+YqmQQjBqWg/oINdpcHCqkYVfVm7KysxRsrDBH3Ot95sMlLV+/53r5ewc+kFLkEh+vMEZmnWxaOh9PjhcXWvzIGBqpM9nVEIhH++xlufRPMP26bhgFgXvYr+pJcJkK/RWPfcdlqjD156HRLQB8CwMisFAzNUHKu9VyrHXf931cctrAGf7i2EG8fO4edlbUB3bFj6WTc8sIhvPO76RHORYaetgEYKOut+wjJZb2pA/furmbNaDToNNh4fQkAYDTHvUkQRGwMiMyzkSNH4sEHH4RO589seOGFFzB//nxUVVWhqKgICxYsgEwmw969e5GRkYE//elPuOqqq3Ds2DGkpqYmePUDD7VK7s+o4phKdMDYjHJ9XojjDODPOmEyWGIhuGzMbHPC4fLi41MmzNtWyZntFm2vNL4pShX6/JDX+Hoe9bWpU0TvkcisxGA5sDo9Ic4tAHjq5klY/uLhiO+x3etCU8fC5aWr93xvX6/wZ9LQDCUuzxsUcPArZWLc//pRvHu8KfAZyhggCIJIjH7rTi/c8DYE0QZx2+1uHlvYhPI2R4R+ZYYJeLy+hFYmUD/e3qHd6eGc4lppNMHu9sIHCmQQRLwYEM6zefPmhfz7gQcewNNPP41PP/0UMpkMn376KWpqalBcXAwAeOqpp5CdnY1du3bh1ltvTcSSBzxdmTQEAC1WJ6rqWuIW4WK+//n3F5CdrkDRsAxsXzIJh+tasLOyNiJVPxpnVqznxucM6Gp5KdH/6e7Qi+7QlWbHAPu9Hou8BN/zXW3qzEVXrlcsawh2pnFlVVAvQ4IgiMTot+4GK8MDJszEaD790BVbWCEVY3qBFlanm/e7PWkDWKxOfPjdeZRPy8Piy3OhlEk47Waiewj9jm12F0QiESxWauNCEPFgQDjPgvF4PHjllVfQ0dGBK664Ag6HAwCgVCoDn5FIJJDL5aisrOR1njkcjsD3AX9qLREfurr5tthcuOWFQwDiF+Fqsbqw70hDRO81pt9EcPSOcWYFp+Y73F4oZRKca7VH5cwKPreyAi2kEm6ll+ipU8kIyaWfRGYl8jl1DSxN8QFuZ2+GUhZR+hlsiDPyEnzPd6epMxexXq/uRN37Wy9DkkmCSD76slwmQr91J1gZHkhRSqPLLI7VFtbrNGhqcwSmUvOhlEniGmwOJha7mQglVrkUukfSlFI43F665gQRJ/jnJvcjqqurkZaWBoVCgV/96lfYvXs3ioqKUFhYiFGjRmHVqlVoaWmB0+nEgw8+iLNnz6KxsZH3mFu3boVarQ78l5OT00tn0/9hjBQ2uDbf4ZPqmCwNi9UJ4GKUr6quBSfPtwde58NidWLtnsheAgeNJjx3sBYVhvyQqI9aJcdDiyZgZ/kUVNW14JYXDmH5i4dR8fwXeLO6ER1OD++5BZ+DXqfB0ml5mP34AdyxqwoNZhvrd5hygPfunIE9y6fhvTtnYNviUgwboGnxJJd++O6zns5KZJy64X/f3zOwBMcaLBGvczl7tWlyVnmqqmvBzvIpGKVRhdzzQk2dueRe6HqlKaVRPz+6ugaGRGYN9gQkkwSRfPRluUyEfuPSa3zBSovViW/PtuLQ6RacvmDFe980Yd62Stzz6hHcdHluyHRQNv0Qiy1cVqDFAwvG47qSoRiWmSL43X3VjVj41Mf48R8/5LUxYyVWu5kIJVa5zEqVw6DTsL5n0GmgkkmQIhXTNSeIODEgBgYAgNPpRF1dHcxmM1599VU8++yz+PDDD1FUVIQvv/wSt9xyC77++mtIJBJcddVVEIv9fsU333yT85hs0YGcnJw+0Wy1L8DWsH96gRabF5Rg075jeCcoYhc8qS482rb/9zOglEm6lAUi1CD2+fIpyNemwu31BSKKaQopVr9WjY9PmVizz64rGYoOp4f13DbOL8H3zR3w+HyBJurBDcQp1V0YksuLcMnQQ4smROVc7W6z3+Cm+KkKKQ6dbsEf3/4WN12eG5ALhVSMpjYHrisZyrn5WPFSFQ4YI6P9ZQVabO+cXsasM0Uuwb4jjSGyE0w0TZ3Znjkb9x0LyRIoK9Bi0/wSZKlkXRocwrWGeHw/2SCZ7B/QwID+RV+Xy+7qt64S7QCqBrMN9/zzSIjuCrZVS3MzUZqbhZ2VtSG24mhtKsRiEaRiETSpck57ccvC8XB5vHB7ffB4fbA63VCr5CF6mu0aGXQalLPYy/GyMYX0146lk5GnSe1TOqw36YpcnjZ1YPXu6pAp5sy0TXOHHYPSFHB5QNecIOLAgCnblMvlgYEBkydPxhdffIHHH38czzzzDC677DJ89dVXsFgscDqdGDx4MKZOnYrJkyfzHlOhUEChUPTG8gckfA1WH71xYuB1uVSMN2vOsjrOAH/T1K6MFwf4M0BUcgmGZ6ZgzZ6aEOOorECLZfo83PyjUXi28lTEePErRmuQp01lPTdThxPlz3/B+vf6YrlWIiC5vEhXmxQD8Wn2G9zj5WRTO1a9Vg0AEQ2OAeDyvEGs6/IPD2EvYfzydAtarC6s3VsTss7g8pDwZ0KsTZ3TlFKs3l0d4jgD/EM/Vu+pxtwJwzHjksFdGhzCRX/rZUgySRDJR1+Xy+7ot+4QzQCqQPZxmO5isrEqDPnYvt+IXxhG49LFmXjuYG2ErbhMn4+tbx7HxvklnOfZYLZhHY+eDr9GSpkE+6obWXVjvGxMIf0HoM/psN6kK3Ip8vqwZeF4tNndaLW7kaaUoKnVgYffOo47rxkLr5euOUHEiwHjPAvH5/OFePYBQK1WAwBOnDiBQ4cOYdOmTYlYWr8hHiOquYyU8E0522acoTsTh/h6CVQY8rFp39GISUgHTjQDPh9mjx/Gmra+dm8Ntnc67CIyVs63c/49wN/TjSBiIZZJs4zMWmxOONxeTMzJxJenWwJGdnca1nfVocT3vQpDPtbuqY6QwfANSjCxNnU+2dQe4TgL/jsV+vwuDQ4RWgP1MiQIguAmHjZmTxHtlGi1SoZH3/6W1VYEgNLcLNzTqV/Cs4aE2gNsC7IzmetSVdfCay8LBXaiueZC+m9kVkrS/E79BZFYhLoWGyw2v4P04MnmQPZ9q92NBxaMp2tOEHFiQDjP7rvvPsyePRs5OTloa2vDyy+/jA8++ABvvfUWAOCVV17B4MGDkZubi+rqavzmN7/BggULcM011yR45X2X3hxRLZSl0Z2JQ+HHDm5cnp2h4DRCDhhNKO80jiLe43HYqeT8IhncH4Mg4gmbzLJlcHU1Ot0Vh5LF6kSKjPueL83J5JTBg0YT7p09DgACRmRXsrZaBPqTOdzeiGsSj8yxRGVVEAOLETm5aDhTn+hlEERM9KaN2RWinZIplYgiHGcMjJNt+34jq84VGizT1OaIdHSldD2wE+01F9J/QzOUEa8TXafBbMN9u0ODiMG2W6XRBKuLf3gEQRDRMyCcZ+fOncPPfvYzNDY2Qq1WY8KECXjrrbdw9dVXAwAaGxtx55134ty5cxg2bBh+/vOfY+3atQledd8hPBKVppB2uUyS77hcUUWhLA2hiUN8xkLwsQ+dbsETi0sD6fVP3TyJ97hsI8QZuBx2YrEIep2G1ZjS6zSQiEW8f5MgugJXBJsrg6srjWfZDGrGGT1ttAYWmxMnz7cH5Jwx1CfmZHLKhEhAHOovWFFV55fbf3xeh43zS2Lu2ebkkWPAP+1MJZfA6/PhZFN74Hm19YbxWP/60ZDejLFmjsWSNUgQXaHhTH1MfcwIItFEm3EVj7/T1cy2aKZkGnQamK3ROdnYdK7H58OOpZMjJlAzNm99ixUVzx8KfJ7pk3b1uOwQvRT8PldgJ5ZrTpnTvcfF8uDIzEWxSIQnl5Ti9peq0GZ3wWKlti8EEQ8GhPNsx44dvO+vXLkSK1eu7KXV9D34DAi2SNRLt07ljYadbbULPsBjjSryZWlYrM5uZYEMz0zBpvklsNhdeOStbwKb+PAR4eHwvc/lsJOKRVjWmbEWPuJ7mT6fnGdEjxBtiQlD+P0bzSYj3KBWySUhzmgGxsBf/8ZRHDjRjC87ndbMWhiuHpeNEQIZBgqpOGBEPnrjRAyJMeLd3O7Ex6dMvA7tmgYLnlhcio1vhJZwM+ex6rpxaLVR5hhBEEQ8EMq4ikffru5mtvFlX+l1GjS1OfDwDRPg8Hh5HWCMHRmucxvMNmwK0znhmeLhDryPTjTjvt3V2HrD+EDGdPC58Tm2Yr3mlDndO/D9LgdONOPeawvx5JJJyEiRUc9kgogTA8J5RnQdPgMiVR45wRIAzAJ9uc602DA0Q8n5EO9qVJGvP1p3o2AXrE5c6HCGGCpV9WbOTXWZToOmVjvrsdgcdsG9ptIVElTo83GLYTTsLg8UUjGq6s3Yc/gM1s4rDsluSaYeH0TfJdoSEyDy/mV7RpQVaLF14XiMHKQKOU6wQe31+bDxjaMR8vPRiWas2l2NiTmZePd4E6xOD1buqkKFIR8V+vzANLKsVDn2f9PEK4NV9WYAfiOy3e7GkBgGyFmsTjjcHowfocb1E4dj0xvHWKem1fxgwXMHa1nP477d1di2uBSjB9OEK4IgiHjQ3YEsbAQHgNI6J0N/ebol5DOxZLZx2Z3BU5rb7G6s21vD6QC7bFQWBqXKsesXU5GmvLhd48s2AvyZ4lV1LZCzBHA/OtEMu8sbs2OrK9ecMqd7HqHfpcPhRnObHbrBqTB18LegIAgiOsh5RnAi5MTaNL+ENeIhlJEFgDcC0tWoIl/2S3ejYBlKGRotoc6wnZW1rBkxep0Gywz5ECGyBLOMxWHH5nxgRonf9crXsDo9uHpcNtbOLcJdr3ydtD0+iL5LNCUmQKTDmesZceBEM+597QgeWjQBI7JCHWiMQX2yqT3C+A/+fvm0vMC/rU5PSHbanuXT0G53Y9O+Y5wyuHZeMRY8eTDwWiwbqnCZVMklWDNnHO6bMw6NFht8Pr/z/N5Xj+DZpVPw2LsnWI9DE3IJgiDiS3cHsoQTbb9PILZnulBFxKrXuB1ga+aMw+S8QVjw5MFAv07G1hPKFF9+pQ6X5mRG2KwMbXYXxmSnxaSX4n3Nifgg9Lu4vT6MG6ZGu9NDvxFBxAlynhGcCDmxOjga8VfVm1Gm07BujPWd2SCa1PhGuKJJse9OFEybJse51kjFc7TBgnuuLQTgz85JV0rxVs1ZrHipCgBCsmUUUjF0g9MwLMjRxeV8qDSaIBKJsPd2PcQiEdKU0gjHGRD/Hh/EwISvxKSsQIvcQSq8d+eMQMYZk/2YIpdwPiMqjSacNlmRppCy3puxZLuFk66UodXuYs1KYzI1a5s7QjY90RqObDJpdXpw3+4a6HWaQAnr5NwsLJo0AqfOd/AerytZEARBEAQ78RjIwhBrv08gtmc6l93Z3O7kDB4dNJrwu6suCdFhwbaekO70+HxYuasK2zoDS+EwujCWnm7xvOZE/NCmyVFWoGW1w/Q6DT4+ZcJ1JUPRZndh7JD0BKyQIPof5DwjOBFS0FyN+HdW1mLPcj027DvK2rdr5a4qzB0/DFV1LawKO5YIl8XqRFObA3UXrFimz8fEnMxAv4h4OpbUKjlGaVQw6DSoNJpC+jX9zzsXs06mF2ixfKYOf/7oVES2zPQCbYQxI9SvQCwSYUx2mj9Lp4d7fBADF6HSZsbhyzipvzzdggpDPgxjtLzHNdtcIfdmsLGeIjA5NpNjKli4oR4uZww7lk7m/A4f0fR/e+Hj77H1hvG497XqkAw5NijaSxAEET/i2ZA+1n6fQHye6UL2dVObI6KKg7H1hGxkl9uLSbmZqGmwYMUsHUpzMgM91c5ZbMhQSmPu6cZ3zR9eNAEAeFuKdGf4AsGNWiXH/fOKcf/rNZz7rekFg5GulNH1Jog4Qc4zghMhBa1OkbFGoqxOD74+Y8bcCcMjskFW7qrCpNxM7KtuDGx4wxV2tBGuaFLt4+lYGpGlwoM3TAj0Y+Lqc+QDsHZuEVa9Vh2ybjajLtosu57o8UEQwQiVNjMR+i+Dps6W5mTyHlMhFQfuzXB5XTFLF3BGh6PXaZCVGhlRDZcjvobMTL+zaDZUwYa9QirGilm6kKbNwahTZIHrdOBEM+80UIrIEwRBxJ9YW3FwOW9izYCO1zM9Gvv6k1OROqXN7kK+NlVwGMH91xfjQrsTT+w/ERJcKtNpMU2nxaZ9x2KuZOC65h1OD1bsquJ0xHV3+ALBj8vjQWluFut+y+r0IFUuQZpAsJIgiOhJeufZyZMn8dxzz+HkyZN4/PHHkZ2djbfeegs5OTkoLi5O9PL6NUJOrOx0BWckarpOC7fPh9MmKxxuL0Qi/5TIK0YPwuKpo7ByV1Xg8+EKO5qoYiyp9vF0LI0cpML2xaVotNhZs10Af8bYurlFeO/OGYJGXbRZdmkKflEVyuIhiGjgK21mnEUrZukCjuPS3CyU6bQhjfQZGAfWwktHsMprcM/ASpaI6c92fIbfXzMW6+YWweZ0Q50ih9PjxdlWO6wuD7Spcjy0aALuYXlObJxfglabEwsvHSHY2zCWfjcAkNV5jU41d0Sch1B/Q4IgCCI+RNuKg895E22/T+Y7XXmmsznu+Oxrg06DdKUUOytrI95jMoj4hhG4vF68ffQsPjlpigjqHDA2Y82emsBAnnCEAs7h11yoN/IjN07s0gAwInpUMimq6lpY9yR6nQYquQQ+ry8BKyOI/klSO88+/PBDzJ49G3q9Hh999BEeeOABZGdn48iRI3j22Wfxz3/+M9FL7NdE48RSq8AZibr3teqICXy/v2Ysbn3hi4gNabjCFooqxpJqH++yKbVKjpPn23k/0+Fw49LcLMFjRZtlJ5eIefvIHa4z804wJYjuwkToS3MyA0bazspavPSLH8EHH6sD7B+f10FryGeV1+B+ZffMLkT9BVtExHTVa9XY//sZ0KYrOTc/3M+JVMFzirXfTbBMMpsurr5r+ZpU2FweWKxUUk0QBJEIonHu8NlgusFp2LN8WsxDphi4HHcPLZrA6QBbNbsQP9/5eYSdHKx/+Gzkk03tKByagUf+8x3rmsIH8oQTS8BZqDdyS0fXBoAR0ZOpkuGOWQUAIgcn3TGrAF+fMWP8iMwErY4g+h9J7Ty79957sXnzZtx5551IT7/Y6HDmzJl4/PHHE7iygUM0qfHRRqIOnGiG1+fDTZfnskZIwhU2X1Qx2lT7niibajDbYHdxNzMHonfYRdu7w2xzYu3cYt4+cpfnDSIjhOgxGGdRcBmL1enBrS98gZ3lU/BruxsWmyvgAPvH53XYOL8kJEsrHKZfWdGwDCx/8TDrZzxen2Dkekx2WtTnEd53LVonfLhMBju+w/uu6XUalOZmYft+I5WnEARBJAjBwVcOt2C/z1FRBGLY4HPc3dOpu9jsa6vTg3HDMiKyoZfP1MHq9EDdOcCay0bWpsnxvYl/kI3QQJ5oEbLFW+3sg8UYqOVIfBDDhznjh4UE8M612iECcPqCFQU0LIAg4kZSO8+qq6vx0ksvRbw+ePBgmEzsU2qI+BPrlMquNGAFYlPYzEZeJZegwpAf0hD1cF0LVDJJl1Ps2bBYnTB1OOH2eOHy+CAWibDrFz/CwZPNEb2RuBx2XD03onFQpilkMJ5v5+1rQEYI0ZNo0+R4+Zc/QkaKDE/dPCkgazsra3HTnz8NyKE6ReYvlzTkB+7hWEpjgFC5dnq8cYtch2cBPHXzJN7Pq1NknFkHXI7vYIc2s0YqTyEGHGJpoF2DEBKZAh6XI6rPDh+Zgx/q67qzMmIAIejcsbkwenBaTP3TokXIcXe21Y6xQzNY/o4T140fhvJpeXB7fRimVsLp9uJ8uwM+nw8SsQgKqZizAb9aJcfILP5gTfhAHkbnThutgcXmxMnz7axN/cPtWKGWIhlK/vdpoE73aW53ovz5Q6gw5GNIhjLweoPFjs3/Oo5ti0s5B7wRBBE7Se08y8zMRGNjI/LzQ50tVVVVGDFiRIJWRQgRawNWIPYMMW2aHHPHD8UvZ4xBW2fGC7OZP95gwX9NGonN80vQ1HaxP1JXDaEGsw3r9tbgpstzI4YEGMJ6I3H1OfqhxYrTJivMnet875smfNvYig3zSzA8M0XQQalNk+Ncq5SzzxoApAoYMQTRHSw2F7btPxGR+cjc/0yWFZuTiK88uUynwblWe+DfwZNst+834pmfXRYxMYxx2sXiNGbLAgh32oWTpZLzZrUFO75brE5YbK4QhzZDd8tTaFIZ0efwuvHfz3wc1Uf/cdu0mD5LENESbV/ZaIPEsTyLhWzhMy021nYbze1OrHqtOqALH3rrm4DeVckl2Fk+BU/uN4b0Gg3PcB6aoeQtRx2lUQXeD9e5XMdkbOHCYRkozclEo8WOfI0qYrBP8PezUqNrTQKQnusqbPdZcODC6fEKOjEJgoiepJamJUuW4J577sErr7wCkUgEr9eLgwcP4q677sLPf/7zRC+P4EDIWAmPeHUlQ0ytkuMP1xbivt3VrGWMm/cdw+KpubijcxPL/A2VXBKTcmY23FzTNSuNJoggwou3TsWFDidyB6kwLKw868wFK+557QjrOu/fW4NHb5woeO5MJJFvOqFcwu8IIPoPvW1knmu1Y1WYrAGhvcGq6loiykoYeLO0DPkQQRSYWFlhyA/ImkouQb4mFX/95PuIskjGaRdt5JotC6Cq3tztSZnMpquqrgW3vHCI83NCTj6u35QmlREEQXSNaPvKRkOsz2IhWxgATB1OAAh59nt8vkAmWLjdWWHIjwhiAaE93NrtbrQ7XNg4vwTr9tZwlqMygR+vz4eNbxzlPOa2zoE4wUFkRh+r5BLsWDoZAFj7ug3JUEbVmoT0XNdJV0rx5JJJaLTYQl4frlbiySWToEmVQyWjoWIEES+S2nn2wAMPoLy8HCNGjIDP50NRURE8Hg+WLFmCNWvWJHp5BAdCxsqY7LSoJlHyYbE6sYZnM1+amwWlTIInl0zC12fMuHRkJtrsbtz9z69Dmu4LKWdmw10+LY97uqaxGeX6PNzywiG8d+eMiHWuCnOcha8z2owUi82Ju35SCBG+DYk4Mo44i82JaJqkE32bRBiZLR1OVgcT4L+XV88pAgBUPP8FJo/KYs0+S5VLsGl+CdqdbrTZ3ZCKRag0NmPFS/7yRqbh/lC1MiBrFYZ8bNwXadQz/147tyjqzQ9bdJZrUmZXHPrRZjiwwfWbblk4HuvfOEqTygiCILpAtH1lhRAaPMCVcc2VlaXXaVDTYEGeNhUrdlVFDNd6YnEppCJRhN0ZPLAnnI9ONONkUzuWPPsZAL9ja+3cIqyeMw42pyfC3mYCPyeb2lmHUTHHbG73O/gKh2VEOPOsTg9ueeEQ1s4twrq5RehwuEP+jsXqhN3lwZq5RfD6fLA6PFCnhK6jK9eWuIhSIoZSJsa/qhsjgvQrZuqgTpGig4YXEUTcSGrnmUwmw4svvohNmzbh8OHD8Hq9KC0tRUFBQaKXRvAgZKwMyVBiSEb3/kZzuzNC2Qf3SUqVS5GqlEIqAv5+xgy314eqylO8kbXwoQfN7c5AVJCvuSrgT4tmi2KyrZPhoNGEXxhGw+vz4WRTu2AWUapChte/bsBvrirA7TN1SFVI4APw/rdNWLmrCntv10d1HKLv0tNGJlf2k1DTX4vVFTDoPzrRHBFNT5VL8WVdCzbtOxYoZ2ScvgBCGu7/321XBI7Lt1E4aDRh7dwiwbUz76WwRF6DJ2WunVMEu+viBgNAiDylKaTocPhLxNnkq6sZDny/6ard1ZiYk4l3jzdFfI8mlREE0V8J9Jn1+jqdLm6oVfIu2TXR9JUVQqh/GeNgCtdBm+aXYPUe9gqJmh8sWL+3JsJGPHCiGT6fD7+/ZmzE3xKyRT0+H15foYdYBEjEYnh9PpjanRicruA8Z6Hy0ja7Cz5w62NmMvZbvymDDwA6Kwb5An3B64jm2pKe48bp8eGvn3yPCn0+7p1diHa7B+lKKc612vHXT77H768Zi1abCzKxmK4jQcSBpHaebdy4EXfddRdGjx6N0aNHB1632Wx45JFHsG7dugSujuAjHsYKH+HKnqtng0GnQbk+nzWCxxCunIMVPpOOLtQbKTdLhYdZophcRolKLsFtM0YjV6PC/WHGE1cWkVwixhffX8Bj754IvMYYYdPGaHDodAtWvVYteByi79KTRiafoZuRwq8q0pQXHVMqud+pGx5N14f1Bwwu+QyWzQylNOAIF+rjV9vcgT/+51t/dH1PDevaRQDu7iy9ZivRtDo9OFJvxi+CBhywXQvmWbIyqBQ8WL66muHA95syWa9c0JAQgiD6G3x9Zrtq18Q6+CocIQeT2eaMyBKeXqDF1oXjseDSEbjFMBpSiQhZKhncHh9abW5cOTY7xJ4LptJowqrZkXanUqD8bpBKjj++8y2WTB0V9bWLNmu60WLn/dyp5o7A1OytN4zHm0caQ6okAPZAXzTOO4Ibp9eD3141NiJL36DTYO3cYrg9XqQrZehw0HUkiHiQ1M6zDRs24Fe/+hVUqtAGOlarFRs2bCDnWZLTXWMlHIvViaY2hz+TJWxTzdYbAvAbID4Ad7FE8IJhlHN4FgjTEynwv3XmiOmeZy02HGtsxTVFQyKOy2aUMI6+plY71u6tiSobzmJ1cvacEgFYPacIi57+WPA4RN+mp4xMoYy2BxdNgEGnwWGW+/+cxQZTmzPwnQpDPms0nc1ZFj59d3qBFoNS5dhZPgXb9p9AaU4m77rlEjGKR6ixend1xN9j1r58pg7l0/Lg9HhxbfFQHDljxuZ/HQ9kwIU7t7iuBfMsYdbPJl9cQQMAnFmhXRmwwhDLpDJqxkwQRLIj1GeWyz7q6WebkIPJ4YqcCv3RiWbcu7saD94wHmdabHgirFcZE5zlwuby4KVbpwYGTVX/YMbgNDln79synQZfnzGjaLg66msHRJ81fa41+qnZ2emKCMdZ8DqCA33daXlAAAqJBGtY9hKVRhM27TuKTfNLIBeL4Ka+ZwQRF5Laeebz+VhHnX/99dcYNGhQAlZEJIoGsw33/PMIvqxrwROLS/Ht2baQLBKh8q7V1/ErDUY5h2eBMD2RXvrsNG41jIZSJsb2940hf6tMp8UyQx5MHZFZP2xGCePoq9Dnc/aRCjcu+LJTKo0mNFrsrKOoKeW9f9FTRqZQRlub3d98uKnVgW3vnwi9/wu0uMWQD5VcAqvTg2mjNbyyGOwsAy46hxgnlkIqxpP7jThoNKE0N4uzoX+ZToPqHyz48Tju6P1HJ5px24wxIY38y3Qa7FmuR62pA6MGqTBMrYy6hCR8/WzyFR40EOpRF+uAleBjRNvvjZoxEwTRF4imz2zwc7e3nm28E6MLtPj4FLstd+BEM863O7G9U6cFw7a/Ccbp8Qb6lwHAloUlePzd71Cuz4cPiMgy2jC/BHO3VWLb4tKoKy0A7qzpq8dlY/31xQHHpDZNga0LS7ApKPjEwASZGYTKS4MDffEc6jAQsbu9nHuJSqMJdrcXErkETg//b0IQRHQkpfMsKysLIpEIIpEIl1xySYiC8Xg8aG9vx69+9asErpDoTSxWJ+755xEcMDZjxSwdnjtYi6o6c0ijbyFF3dzhiGqqXngWSHBPpNxBKVj/emTz8gPGZnjhw/p5xRHHZjNKGEffzVNH8a452LgQyk6xuyIdZ2zH6Ukos6Xn6SkjU+j+Onm+A9+da8Oh7y9E3v8nmuH1+VBhyMeRerNgiXO4AZenUeG9O2cEyrr9zYv958fV0F+v02DtvGL8u6YRTa0O3r9nsYWe2wGjCRv2HUVpbhaGpCuiLrVmCH/W8MlXND3qhH7TURpVxPuxNLumZswEQfQVmOdvNM6X3ny28ZXl3399MeZtq+T8rt3lYc3C8vl8nFlkBp0GtjAH1ZAMJd795jw+PnUhMGDH4fZCIRWjqt4Mq9MNq9MjeO1arE5U1bWE2GnhWdMZKTLIJWLc+1p1xDCDneVTUPH8FyH9S281jMbXZ8zYsXQyHG4vcgepsGKWDjsra1kDu8GBvngNdRioCNn4zPsOnn0CQRDRk5TOs8ceeww+nw8VFRXYsGED1Gp14D25XI68vDxcccUVPEcg+hP+pvuhjicAAadWhT4fg9MVvMdwe3yB5uR8U/WCs0CCBxA43F44PD7e5v8er4/1vWCjpMXqhNvj/5yQkyHYuBDKTuE7Vm+kvFNmS+/QU0ZmNPfX+BFqzgyvg0YT1s4pwi8M+YHGyVyMzEoJZKlNL9BiRGZKyLqDnVfBzmtmozAyKwVvHzuH2uYOlAxXs/2JiLWzrbdCn88qG7HKGp98RdOjbkx2Gu9vOqyb/SOpGTNBEH0F5vkbjX3U2882rrJ8U4eT1UHEoJKzVz5IRCLWLDJ9Z39NSVhmGuMUCx6wE4xBpwUgfO0sNlcgGzvYTgvOmrZYnRF9SwF/sEwE4N8ry9BidUIpk+A/x87CB19ET15DWJ9TBrZAX0/3Se7PCNn46UoZ2jozBwmC6D5J6TxbunQpACA/Px/Tpk2DTEb17v2RaDOVLLaLm/HgiFqwAbFilo4zs0yv0+BwXQt2VtYGNuEZKTIMUskjlDOTBXLodEvEAIK/VlzOez58xhNjlFTVtQQyYZg+akLZcMHr4spOaWpzRDj7lDIJzrXaezzlnTJbepeeMDL57i+mHKNoGP+IXLvLE1gD37Gqz1gCWWrhvcaa2/3T1XaWTwnIbPhGYcfSydi+3xiIcB9rbOUt7QwuJWE773CUMjFnNkB4aYpQtl+0PeqEftPu9I+kZswEQfQVGF0UjX10qrmD91jBz7Z4ZcZzPYv5dB4XVpcHd73yNWsW2cpdVXj0xokhnxdyiillkoCOmlU4GEXD1SH24OG6FnzT0IrqHyyB73DZaUKOSbfXh0tzs2CxOpGdrsSOSvaew0Bon1O+QF+8+yQPFJRSbpvFoNNAKRUDSpngACaCIKIj6SSptbUVGRn+TVppaSlsNhtsNhvrZ5nPEX2PWDKVVPKLtymX8cCUd4lFoogJf8uCJuQxCnzP8mkYk50WcRwms+fD785HNFx1c2SWBb7L0ZsomAylDO990wS9TsNZksZmXAhlHIkA5Hc2WQ/vRzXjksFQh87ciCuU2dL7xNvI5Lq/guVnW+e9ygUT/VSr5Ng4vwSr91RHRNOX6fNx76tH8MptV2D+xOE422qHzeWBXCLGqt3VEbIbHrUOGd5Rb0ZpTqZgaeeCJw+yrndkVkrENbRYnbj/9aOcPWX+8JNCLP7LpwCiy/aLpUddT20cqBkzQRB9BUYX3b+3RrBaIEPJn+XMPNt6OjOeWXP432B03vvfNrEOnMoZpOLMIgMi7V0hh+LgNDnumFWAFz6uxT3XjsPGfUcjps+vv74Ebx9rDPkum50WbdBFrZJjUm5myKT3YCqNJqyZU4SrCrMpm6yHcMOLTQtKsHZPTYgDzaDTYNOC8XC63VDJpWi3uzGEts0E0W2SznmWlZWFxsZGZGdnIzMzk7WhJjNIwOOh+u1kIupMsigylQAEjpUilwSalHIZD1anBy99dhrl0/JQPi0PAJCdocB7x5siUsYB7g2jxeqEzemBLjsNtxhGozQ3K5D9criuJepMMa5je30+TM7NwvUTh2PTG0dDStIA/4Z+aIaS9brxZadYrM5Ak/VgDvRC9hdltiSOePaZC7+/lDIJ9lU3BuSnpsGCLQtLMCRDGRLJ3llZi8mjskLuf4vNidLcrIhoOjO5c13QNM4Vs3SoqmthnSQLXIxaMxuRlz87jfvnFaO2uQOD0xW4LDczorRTIRWjqdWOr+paWDNCpxdoMTRDGfF6c7sT7x5vwscnTazZAEqZGC//YirUKXI4PV6cbbXD6vJwXvdkaIScDGsgCIKIluGZKXj0xokwdTixfl4xPF4frE4P1Cmhzpdonm29lRmfKpdg7ZwitFidUMkl8AF4/1u//QkAzy+bAq8PIQHOFbN0vBlDTJYzU1UwKTcLZTotVszU4eBJU8A2DS7xT1NIsWr2OKxmmc5eaTTh/tdrsOracbDO8oZkpXl9ocFhoaBLqkIamCAtFFi2uzy4NDeL9zNE10mVyfDIW8dx97WFuE8iRpvNbw+6PF488e63uPPqsQDIFieIeJF0zrP9+/cHJmm+//77CV4NES1skb2yAi02zS9BlkoWdTr4odMtaLG6sHZvTeixdFrsXDoFK3YdxoOLJgCIzDJZMnUU7ghylBl0GlyamxWxeQ42qoIdD0qpGPe/fhTvHm8KOS6T/RKc4RIcQQSAnCz+1K7w66OSS7BmzjjcPbsQZ1psUMokyM1KQY4mlfc4XNkpwX3hwunp7C/KbEkMXDK3deF4jBwUfaphhAMuTY4x2WmwWJ04Um+G1emBSi7B+BFqPFdZG9L3T6/TYGf5FOQNUoXcX2kKGWs0nRn4ESy7QpNyV80eh58UD4Hb44PD5cHKqy7Bkr98iuZ2/yblicWl8MJfXs1sMq4YrUH+4DSkKaTYsrAEm4Omg5XptNi8oIRVHhhHMFc2wDXjsqFNV0adxZAMjZCTYQ0EQRCxEE0mbjTPtpNN7T2eGc+mi5lgDwBcNioLGUoZNv/rGA4aTQE9NTk3C/MmDMPmfcdD7DeDToN184rxVV0Lni+fgmGZSmzedyyiquCNOwwQAdCkhpb4/2C28fbnlUhEqKprCRxPJZdg7dwieH1+J2VGigxpSimuHpeNd4Ls4eC/feh0SyDbbMfSybzXh2zAnsXqdGPOxBF46K1vWLP9bW4PFGIx/Q4EESeSznk2Y8YM1v/fHZ5++mk8/fTT+P777wEAxcXFWLduHWbPng0AaG9vx7333os9e/bAZDIhLy8PK1euxK9//eu4/P3+Dldk78CJZqzeU425E4ZjxiWDAxtLvkylCkM+1u6pjlD8fsPChxdvnQqLzYX11xfD5fah3eGGWATIpWI0WuzYvmRSIBum0mjC8it1IQbH9AItHl40AR1OT8SaDZ1NWj8+aQpstMOzX1buqsJtM0Zj8/wSrNtbE3Fstg002/WxOj24b3cNynQa/OHaQrx97Byeb2zFozdO7JIhl8jsL8ps6X34ZO7e147goUUTMELAoQv4jf51e2tQOCwDpTmZaLTY0aSSIXeQCiOyVIGNyYScTNaeJgeNJkhEooiSTq57gs1RJjQZrO6CFctfPBz4t0GnwU2X52L7fmPIQIE7ZuowOF2J9a+HymWZToM9y/WoNXVAKhZhqFqJBrMNze0OqFXykKwxIUewOkUecxYDW8ZomlKKDoc7YuJZT0HNmAmC6I8IPdt62jbi0sUHjSaIRSK8udKAT05dQIPFjspOx1lwP13GkfbrK8dAIRMjM0WONKUUdqcHb3zdgMvyBuHZygsR2WkHTjRjw+tHWXVOB0//XcCv9xldHrye4NLL6QX+IBOAEAfa9AItls/UoeL5LwKvRdOfjqax9xwery8iKAlc3L+sm1sEp8+LDCVdb4KIB0nnPAvmrbfeQlpaGgwGAwDgySefxF/+8hcUFRXhySefRFZWdGnAI0eOxIMPPgidTgcAeOGFFzB//nxUVVWhuLgYv/vd7/D+++/j73//O/Ly8vD2229j+fLlGD58OObPn99j59df4MskY6baBW8s+TaofFkoB4wmnGmxBaYEzSocjPuuK8L9r9dERFuYbDGZVIy3flsGq+Niyj8A1ilClUYTfAhtbhp8DoDf6ZWdrsS6vUcjHHwfnWjGPa8ewaM3TsSQoJKw8OsT3thf3FmafPCkqctR0DSBRqA9GXGizJbeh0/mKo0mnDZZkaaQ8l57i9WJdXtqcNPU3JDBGIDfQfXgDRMwcpAK2xaX+h3THHLJFr3nuifYEGqCHP5+uFPc6vTgSL0Zi6fk4N7X2BzvJmzYdxSluVnYvt+IF2+dipuf/SzwfrDTW8gR7PR4ebMYzphtaGy1I0slD3kGBGdRNJhtuOuVr3t9Mi01YyYIoj/C92zr6cx4Pl184EQzbC4vVr1WjadungTAb18GOzqYLOft+42YXqANBKLueuVrfFlnxt2zCzmnXH90ohkNFjvOtTkgFYsCGWjqGM4pfD3Bx16zpwaP3DgR9852BxyTUrEIs584EFLR8fLndXjx1h9h076jET23Ni8ogdXpwd00jb3H8PrA6rgE/K97fYBMJIbN4e7llRFE/ySpnWd/+MMf8NBDDwEAqqurceedd+L3v/899u/fjzvvvBPPPfdcVMeZN29eyL8feOABPP300/j0009RXFyMTz75BEuXLsWVV14JAPjlL3+JZ555BocOHSLnWRQIRfYcbm/IBptvgypEhlKGfXcY0O5wY3CaAuvDHGdAaLZYq82FG//3k4CiFkrjD3aUBTu5VHIpdpZPwblWO29z1AMnmnGyqR3tDncgnT74+gRH+ZjpnwqpGKU5mfi/266I6DsRDQ1mGw6djr0fW0/2y6LMlp5FSObMNpegI/Zsqx2FwzNYDedKowmrdldje6fDW2iqWYvVCYs19O+x3RNs93f1DxaU6TSsZSbh0y0ZlDIJ3rtzRsi9Fo0T36DT4JNToX/n0OkWfPjdeUwelQWr042N80vwwL+OYWxnNp7D7UVWZzZeU5uD9zqcNvmz5Aw6DbYsHI/csDJsof47m+aX4ILVSZF5giCIONCVzPhYbCNBXWz1v88EgfgCxIydDPhtyRWzdGhq5dc5tc0dePGz01imz8fWN49j7dwifH2GOxOsrHOSKYPQetrt7pDhWlV1LQD8LRhKczLh9vqQp0mF3eXBbTPG4N7Z4+DyeGGxunCorgWf1V7A6181RLQVoWns8aPdzu8Ua3e4AUiQIpP0zoIIop+T1M6z2tpaFBUVAQBeffVVzJs3D1u2bMHhw4dx3XXXdemYHo8Hr7zyCjo6OnDFFVcAAAwGA15//XVUVFRg+PDh+OCDD/Ddd9/h8ccf5z2Ww+GAw3FRsbW2tnZpTX0docgeYzQET+fhylQamcUfhXJ6vLhx2ycA/H0W+Po6LL9SB7vLgx1LJ8Ph9uK0qQMSsSgqZ194an3wGgtYpnQG4/b58MC/jqFouBpH6s1YPWdc4D0myldVZ2Y9fllnthZXNC7cqEtTSLFubw0+PmmKenIn0DPTp5Ils6UvyGV3HZfRyBxfOYrF6sSZFht/pmeQw1vo77Xa3bhjVxXn/eMDAJF/3cF9VFRyCSaOzMTU/EHwIvTeLSvQ4hZDfkjJJoM6RRYxLVfIwQcA5Z2TQxnYSla0aXL8teJybH3zeITsB8syG8yzrtJown27q/HHn17Km4UazEcnmmE83x7IrO1Pkfm+IJMEMdAYCHIZa2Z8rLaRkG5MU/odFkxpo1CbArPNCanYX43A9NTlQyEVB/RmaW4W7ttdjSn5g1gnlTJ9iK974kDgNaH1hNsR6hRZSAD4icWl2LjvKGuvrZ2Vtdi2uBRf1rUEnG3hw4bOttqTwm5MJmKVyzQl/1Y+TSGFSATYXPy/NUEQ0ZHUzjO5XA6r1QoAePfdd/Hzn/8cADBo0KCYlXx1dTWuuOIK2O12pKWlYffu3QHH3BNPPIFf/OIXGDlyJKRSKcRiMZ599tlAuSgXW7duxYYNG7pwZv0LvshecOZIcHo8V6YS4FfwbBvM8KwRIaWvkIrxQ4sV6984drFZeIEWa6LYAPOlsv9qxhje70tEIiyZOgpSkQjb9xsxu84cuD6Ms4KtcTrAPx2Tq0H80ml5+PikiXXioG5wGoZF0YONObf+EAlMdrmMh+NSmybnlBNG5hZeOoLz+0x0O1rDOU0p5Z0K5vP5Iu4frvMM7qNSYcjHs5WnAgM4wqdlsmUFcGULcG1imAzS4Zkp+N7UEdIXkU3Ob7o8Fw+8eZxV9oNlOZzwLLlKowktHc4Q51k0jvvgv9cf5BFIfpkkiIHIQJHLaDPjY7GNLFYnTB1OSCUiTt2o12nQ1OrwD9bpdDQJZf84XF5oO+0Ah9uLY42t3FlkQTrnoNGEWwyjsX2/Ecv0+biDwx7MVMkweVRWQIcJtU0IL2tNVUgDOpPLjg2u/nB7fayBYqa9SqPZzjlhfqASq1wqpWJe+0wpFcPu9qLV5oqoECAIInb4n5oJxmAw4M4778SmTZvw+eefY86cOQCA7777DiNHjozpWGPHjsVXX32FTz/9FL/+9a+xdOlSHDt2DIDfefbpp5/i9ddfx5dffok//vGPWL58Od59913eY65atQoWiyXwX319fddOtI/DRPamF2hDXg+OPrFteNUq/1S/S3OzMCY7LZC5tGl+CfQ6Tchny3RalHcei0EpYIS02t3Y+3UDnlhcCpXc/9kDJ5pxuHMDzAYzHrw0J5Ozh8DHp0wo4/i+vtPB99zBWqhVfqNj075j2Di/BNMLtIHNMd/xg1P3GRij7svT/gjejqWT8dTNk7BMn4+mVjtumzE60DvjlhcOYfmLh3HLC4fQYnVGHF8o+yX8b/c1klkuhYxzC8vvxYZaJcfWheNhCJMTRua+bWzlHdTQanehqt4MdUp0/WA6HG6U6/Mj5FLfOWRD0tm3j7l/+M5zzZ4abF44Hu/dOQPXlQzFQaOJ9d5dtbsGrTY3Xrx1KnaWT8GKWTpcPS6bs48e48QPhsksq6prwezHD+DXfz+Miue/QFVdC55YXIrJuVmB6WeMXBnGaHGLYTR+e1UBfnd1QUDWmLLtjfOLeZ91odc5tJwi2izd4OvV1+URSG6ZJIiBykCSSzZ7M5xobaMGsw0rdlXhtaofsOGNo6y60aDT4O6fFOKeV49gmT4fpbmZWLmrCg63h9d+/PiUCU6PF2UFWiikYuysrMUyDt27dl5xiM6RSvx62OH2ctqD4fY6kxHHBpvd3m53X8x047FjDxpNKM3JxDC1ktPB9tzBWgzqbLlAXCRWuXT7vFg7tzjCHmSmtrp8XnQ43FAppHStCSIOJHXm2fbt27F8+XL885//xNNPP40RI/yZFP/+979x7bXXxnQsuVweGBgwefJkfPHFF3j88cfx2GOP4b777sPu3bsDzrkJEybgq6++wqOPPoqrrrqK85gKhQIKhaKLZ9e/YCJ7Z1vtONNiA+BXyit3VWFSbiY2LyiJOtqRpZJh7oThIRGzQaly3PzsZ4EMMpVcAm2anDfid7iuJWJaJuB3Zr25sgxr99ZEjBa/77pxkElFMHdw9xDYWVmLN+4wYP3rR1lHk6/cVeWfpnmdKJCq3tTmwJq5RZCKRVDJJVFl/ASX9qXIJfjydAtnBO/+ucV45sNTIU1cAfZmuImczNkbJLNcRmOcRysnIwep8NCiCThtssJsc0EhFaOq3ox/fF6HjfP55S1DKcPOylpcUzSEU4aCDWeLzcWa2VhVb8a9rx7BX34+OVAe7XB7cKHDiS9Pt3CeJ9NH5fDpC7znaLa5YHN5cMsLh1BWoMXWheMjMikZ1Co5tiwcj1W7qwPXmCuDlPn3XdeM5SzRLtNpsXzmGNzywqGAXOl1Glw3fhgevGE8bC4vLnQ4A45IRu5Dr3Ooio02SzeYvi6PQHLLZH9kRE4uGs70X0cIER9ILkNhbKPwoU5MmWGHwxUSGCqfloft+4349NQFVt0oEQMP/9dEHDljxuX5g/ALw2gMz1Ji7ZwibOAodVy5qwpXFWZj/fXF+OyUKeB0Cz/+uVY7/l3TGKJzsjoDtlzZZIw9GJyJ1+Fw4b8mjcS6vTUheqmsQIstC8dH2BHB9qOQHetwewWb2UvEoi71+u3PxCqXPi/wzIdG3H1tIe6TiNFm87cDcXm8+N8PjPjVjDFIVUhx1mJDFmWdEUS3SWrnWW5uLvbt2xfx+v/8z/90+9g+nw8OhwMulwsulwticaiykUgk8HqpPjxWHvnPtyjsbLRdNCwD2xaXoqrejIff+gZr5xWj3e4W7POkVskx45LBIT0qdiydHGIkVBjy8di736Fcnw+5VIyi4eqAoZOp8vcCY0ZpBw8BAPzTjcxWJ64bPwy36POhVskglYjRYXfD5wMUEgncXu7ojNXpgQjA2jnjUN9iCzGWmA20Si6BXCJBVV1L2IZc43cyCPQeSJFLQiaCPnXzJF5HwKZ9RyOmhMZa3sbQk5M5BzrxdlyOyFIhrTOa2GZ3YeGlI6A15As64LRpckwelYWK57/As0unQIRvQxr6Ti/Q4uFFEwAAJ5va4fb6AuWOdwQ5iRjH05/e/jak/2BZ0MTbcIcSc54NZhvsAnKgkIoDBvqBE824b3c1Zxljg9mG9W8cxcScTJRPy4PD7cWoQSps32/k3AzJpSJOufqyrgW1zR34a8XlaGpzBL7z8L+/wY+LhuC6kqFIU0rx+//7irNcIiMss4+r/46+M0uhpcOJp26eFNIThuSRiJWGM/X472c+juqz/7htWg+vhuhPxHPQUKLgOocMpYwzmKLXafBfk0bC1HExAMboJibLK5yiYRlY/uLhgGPs6x/M+EvlBfyybAxKc7MinG2MvkxVSCECcL7dgY3Xl2D960cj1rJMn4/N/zoe8prb4wtUT4QTbg+G96jdesP4iEDc+jeOYv28YowcpAp8Lth+FCr5zEyRwePh1/GnTVbs+ryOt9cvwY9P5MPKHxfAbHWj1eFCqkICt8eHbxtb8euZOni8XohFItQ2tyP3kiGJXi5B9HmS2nkG+Bv87969G8ePH4dIJEJhYSEWLFgAqTT6pd93332YPXs2cnJy0NbWhpdffhkffPAB3nrrLWRkZGDGjBn4wx/+gJSUFIwaNQoffvgh/vrXv+JPf/pTD55Z/6O53Yl3jzfh3c5m4AyMMXLX/30VssHm6/MU3qMiSxWascH0DjtyxoJnl07BH//zTYRx8eCiCQFjRCYVQyWXBDbySpkEm/YdwxOLS/Ho29+GbJwNOg3u+kkhZhUOxv5vzkesraxAC4lYBI9XFGjuHU6FIR8b3zga2dPMaAJEItw+cwzvdMzDdeaQDCVmIidnc3ejCeVBDkKuZrhA16ZPEfGhJxyXjBHMbAhONXcgI8XJu6kJduIs+cunqDDko1yfBwAYmZWCoRlKdDg9IQ5c4GKfEkauuBxPB4wmeIEIhy5DqkKKe149gok5mTz9XPxlJaqg8myu7LzgbIDg589TN0/i3QwtvHQEDGM0EWsM/s59u2tCvrNMnw+pSITmdie0aXKsv74E61+vCXGgMeUSD/zrGFbNHhey+Qh/tqUqpHB7fXjkP9+EPG/0Og12lk8heSQIIinoiUFDvQ3fOWjT5Fg7t4gzSLlubw3WzC0KvCbkPGLeZ461+rpxeObDU8hKleGrsMAqQ5lOC4/PB3iB7HQlGlpsmJibiXJ9HtIUUqgUElSfsYQEphi95HB5sGXheGzadyzkmHz2IODXn/e+djFjmwk2Lb48F9+ea4PV6cGQDAXUKnmI/ciUfHJN9czTpsLGEjwLv0Z8vX67Sn9w8kaLUirFmt3VIfsrvU6DFTN1uNDuwHB1CqxuD8oKssmeIIg4kNTOs5qaGlx//fU4d+4cxo4dC8Df72zw4MF4/fXXMX78+KiOc+7cOfzsZz9DY2Mj1Go1JkyYgLfeegtXX301AODll1/GqlWrcPPNN+PChQsYNWoUHnjgAfzqV7/qsXPrj3Bl1fA13+dTmOGRseCMDSbid9PluXjkP9/wNizdvt8IiUgU2PRPHpUFsZg746TSaIII32D99SW4apwJm/91PGTgwNJpeZj9+AGsnVvE2bT9itGRG3KGAyeacd9143D/vGJseuNohENx04IS1J7vCMlAqWmwoGS4mvV4DGkKKV799RXITJGzNsMNvq6xTJ8i4kdPOS67sqnha6LM1bMsXK747vPwjM/gdckkIhw40RwoRVaEZY9mqWRIVUjxvx8Y8csZuhDHt9kWfR8/vuEfB40mrH/jKOsAkWjKPZkswZv+/Al2lk/BKpEIrXY30pQSNLU6sOQvn/r7v9lceGjRBIzIUuFcqx0tHU602t3ISJFiWGYKvB4v7n71SMTk4INGE8QiEbZ3TtElCIJIFMk0aKirjpFozmFSbmZg8nI4H51ohtd7scSQzXnEOJ6uGK2Bx+vDzvIpgSxiH0KrJnxAROB2qT4PNzz1MaxOf2+0tXOKsLOyFlanBytm6XCswYKi4WpsW1wKp8eLwWkKyKViXGh3IjNVDrvLg3tmF2LNnCJYbE6kKtiHIwQTrD/5Js0z9sSDiyZg3d4ayCQivx2771hEkO32K3U402LFyMyUqFoVxNq2go/+4OSNFovVGeE4Ay7eV3PGD0N2uhIKsRg2t4fse4KIA0ntPLv11ltRUlKCL7/8EllZWQCAlpYWlJeX45e//CU++eSTqI6zY8cO3veHDh2K5557rtvrHehwZdXwZUzxZZKYOpxwe33w+nywOtxQq+R45MaJ6HC4YXd5BI/NbN6ZJv5VdS1YO2cc9DotPF6fYCbX96YO/Lu6EXuW61HXYkV2ugIyiTgwse/IGTPumKWDqPM8GMoKtJALRCTbbC4cqruAiblZWHXdODjdXqQrZVDKxLh/bw3eDctAucWQj+x0Jc8RgXaHGy9/XofNC8cHZSCxG5bRTp8i4ktPOC67s6kJd1BbrE6cbGqHw+3h7M120GjCPdcWYtpojeB93jlHIAAzbfPU+Q4A/nKXe189wpk9ukyfjyfe+y4kg83h8gYGKzAbKIVUjBWzdIFNBkNVvVnQkc3WbkXouXLvbBFUMila7S40tztxvs3BmYVaaTThhxYr3F4f7ttdHbFZ2rygBMfPtnGuL14bCoIgiK4Sz36d3aE7jpFozoGtzUAwVqcn4AzaWVmLJ5dMwpzxwzAkQwmnx4ucLBWOnDHjF38N7ZX5xOJSdDjcKM3JxM7KWkwYmYnfXXUJ7pjpQ7pSCpEIeOf4uZCMsgMnmrHpX8cC+o+Z2PncwdrA//+fd78L0SllOi3WzB0HU7sNI7NUGJF1MeuZy+kYHPiOJtg9PDMFa+cUYc0ev5NxdsnQQKsEpuSz4oUvUJqbiQWXjsCWheNx3+7qiFYFTI83hnj090wmJ29v0NzujHCcMTB7IKvLgxSZBCKIaNomQcSBpHaeff311zh06FDAcQYAWVlZeOCBBzBlypQEroxggyurJprm+ME0mG1Yt7cGN12eG6HEpxdosXF+CRxuD176xVS4PfyNRkUi4FbDaHx9xowKfT7SlVI0mO3I1agiNvbhyKRifFlnxoNvHcfKH1+Ch94KzXDT6zSYMFKNzfNL4PL6QpxQZ1vtvMd2e30w6Abj+u0HsfDSESgarobF6owokwMuRpBuMeSjTKdhVZR6nQbVP1jw35fnYvVrR1DYmcXTaLGjSSVD7qCLvbGCDacx2Wn8F4GIO/F2XMZrUxO8KXnq5km8nz3TYsPyFw/jpVun8n5umDoF+1YY8IPFhlGDVMhKlWPj60exzHAxI00oe7Q0NwulOZlQySVYM2ccFDIxTjS1w+Xx4uBJU8BhFl5SqpJLIJOIIJcIOLId7ogMUsFnls2N3KBNidDnM1MVEY4zwO9YW7OnBg8tmsDpfOsPAwMIgujbJMOgoe46RqI5B+HWClKsnjMOS1tsEItEGJyuwIuffh8R8HxyySR8fcaM8SPUcLi9UMklGJymgMPpDTjAHnv3RMh3lrFkah840Yx7ry0E4B9Wde+rR/DQogkYdb0KG15naw3SjI37jqE0Nwtf1Rnx4A0TMHKQitfpGDx1O5pgNwCs2VMTaBfCpbsY543T48W2xaVotNhxqrkjpMcbgMBgLZfXh5Pn27tVYpksTt7eQuieZiavAoC4s91Efzp/gkgESe08Gzt2LM6dO4fi4uKQ15uamgKTM4nkgSurJjMl+j5PjHE0MSeTM/q1ek81SnOzsH2/ES8KbN6HZqTgfJsdX3x/IcRQKSvQYjVLuVYwTKnn0QYL/sizuX9gQQkAwAcAnQ45uUSMMp02pAk7AzOO/JqiISGlenxK/6DRhF8YRuP2WQWASMQ65fNogwUvfXYaS6aOYp0cePtMHSpe+CKgSPtrGntfIDzjqzvEY1MTvikR6uUySqPCb68qQFV9C2fpsl6nwb+qG/F1XQtun1WAYWolzrXZsfCykfjuXFug3CWa7FGnx4sdSyfjqfeNET3IGIdZcElpcIR+/IhM3nNJkUmwdm4RNr5xNNC3TLARskqG5g4n0pRSXD0uW/Dzbq+Pc+JYpdGEe2YXcn6XBgYQBJFokmHQUHcdI9GcA19rhbICLQ6dbgkp6zToNCjX5+PjUxcCtlVVnRlKmRiHWOzOBxaUYBVLIIVtMjzD6QtWf4+0JaUQQYRnK0+hQp/PmXFUVWfGPdcWojQn09+zzOXBl6dbcLyxNeCocnq8yE5Xwmx1wu7y4F8rDXC6vZBLRKxZ3Ew5qsPtwXdN7VhmyMfE3Ex4fL7AMYOH8TDfd7i9aLW5MHqwP1C75c3jgWsbTYkoF9Fk0bHR34JRQve0QipGhlKKVpsbEjHgEMoaIAhCkKRznrW2tgb+/5YtW7By5UqsX78eP/rRjwAAn376KTZu3IiHHnooUUskeGDLqklTSqPu82S2ulA+LQ+D0xVR9VL65JSJNxvr6/qWiL4SgD+ad/h0C+93mVLPe64txP+8cyLiM8xaGsx2LHn2s5BzumOWDmvmjsPGfcc4x5FPLxgcUqonpPQ9Ph/yBqmweX4JjOfbI6Y0bVtcCpfHx9HAvRle+EIMs/6axj7QiMemJnxTwtcIWK/T4N81Z/F1nRn3zh6Ly3Kz4PX5OO9zq9MDiER4aNEEOFxePHewFlV1ZjzR2csrmnH3eZpUbHnzWMRUy/ANB/NsCC49Kc3N4s/YPGOGRCzCpblZ/qbLbi8GpysC3wmf1JmpkqHRYscdnf0TNy8owWe1F3ivV5uNX7Y7HOylQmU0wIMgiCQgGQYNddcxEs058LVWWD5TF5jizlBpNAV6mTG2VYUhH9vfN7LanWdabJyBFK4+oQqp2N+LVyTCdSVDcdBows1TR7Eeg3FIPfLWNyE6b1bhYLx464+wcR/75M6Vuz5HaW4mbjHkIzcrBf+47Uc402KDQirBkTNmTByZiWcrT2FnZW1AH07OzcIojQovfPx9xDGZoJZCKg7YIOHXtqv9kKPNomOjvwWjtGly3gDmuVY7RmtTka6UQi4Vs7apIAgiNpLOeZaZmQlRkGfc5/Phpz/9aeA1X6fkz5s3Dx4Pf28CIjGwZdVE0+epwWzDmj3+xpdCZWPMhntnZS323K7HhrDJlsGb920cDbc3/+s49izX+5udGiMzuYJ7T/AhFotCmvvvrKyF0+NDo9nOO46caRjOIOQEyR2kwtDMFFisTrzw8fes5bHRZPEE0x/T2Aca3d3UWKxOXLCGNuFnMrcA8DrFfm0bg1v/eggVhnzcO7sQ9RdsEfc54N80mDockErEKM3NQlWd//0KQz5yBvFnPqpTZJCIEeE4Ywi/r1MVUswuHhqQg52VtdizXI8N+/ifEXe/ejGbgNmAyKRi1kzO4M3Bmj01ePTGiZicl4V1e46yPkvSFPyqNiNFFuF8M+g02LpwPMkmQRAJJxkGDXU3UBTtObAFgaViEWY/cYDVJgzXQXx2mFkgkBIeTApuqn/gRDPKp+UB4M6O5nJIFQ1XY+O+yDLP8ACUGCLMHj8U87YdDHymTKfB1PxB+PZsW0im2IpZOjxbeYrzmGvnFKGpzYHJoy623gm+tg63p0v9kPlKdx+5cWLCnby9iVolx/p5xVj/eqTtsWJmAewuDy50ODEkXYF2lwfDMvh7JxMEIUzSOc/ef//9RC+B6AGE+jwFFGKUZVPB75s7nLxOKq7MFqvTg1pTB+685hKU6/NYvwtAcNR2h8ON5S8eBnBxU33o9AVkpytRxTWOvEALuUSMqrqWQMq5kBMkO10B4KIBGG5AqFNksMRomAH9L419oNGdTQ0TwWUMcgar0xNwblXo85GqkKLD4Y6QDbPNBavTbwAXDcsIyAEb9Rf8fdKCHU+MbHBlbRl0GqQrpbBYo7+vpWJRSM9BRs5jeUYw579tcSme55m6yWw42uxujMlOw4OLxqP+ghUKmQRSiQgtHS7IJWKoVTIYdBpWB6BBp0G73RWyvswUGUZpQps9EwRBJJJEDxqKR/ZbtOcQHgSuqmvhDaYG6xC+bOpYbFu2pvrMsbmyw7kcd9EGVg8Ym1Guzwt5/4DRBC+AhxZNwM4gfSh0zLVzipCZIuO8tlV1LazfZWCzTYVKd9vt7oQ7eXsbp9uDy/Ky8JurCuD2+qCSSwAA73/bhGc+PIVXfnVFZ19mNwqH9r/zJ4jeJumcZzNmzEj0Eogegq/PU6xlY0wkrsKQD5fXx6nAgVBjJLwEa0RmCuwuD2fDU8AfzeQr+2LWAlzcVE/JG4TL8wchT6MKeR3wO87umKXD3G2VgXOYNloDpUyMjfNLsG5vjaDST5VLsGFeMawuNyRiMbydGZlC3QzYDLf+lsY+EOnKpiY4gjsxJzNC3hinWJlOg4mdPQbDCb6fot0UHDSaIAbwj19egf8cO4uXP6/Dg4smBN5jKNNpsWF+MZbu/BxPCmSiMsfmmnQrFYuifkYwBLLmosh4Y4z8NIUUQ9RKrOtspsxw9bhsPLBwPFbvrg5xoBl0GmxZOB7qFBk0qYqofjuuXi8EQRA9TTz7dXblb8fDMdKVc4imtxTb/w+nqt7M2Q+3rECLURoVnrp5EmsgN/jYXNnhXETTHoHvs/4p04WBv+UfyCM8jKdwWAbn+13JJIymdHdMdtqAmiavkEki+joz6HUapMgksLo8AacaQRDdI+mcZ+EcOHAAzzzzDE6dOoVXXnkFI0aMwN/+9jfk5+fDYDAkenlEnAhXiNGUjQH+yNcnp0ycjrayAi3OdWahcDUn3bKwhLNnQJlOg/e/PYf115dg3es1qKozB5xvADAkQ4l3j5+DSi4JGDjMptpidaL+ghX3dE5Ksjo9SFVIcLyhFeXP+ftmPLG4FC99djpwLufaHPj9NWOx4fpitNldSJFLIZeI0dRmh9XlgTZVDqvTg7tfPYIvT7cEzudgZ2+ml3/5I84Ml3BHH9A/09gHKrFuCIId1lzyVlagxdq5RVjw5EHWYwRvBKJ1eAN+h1R5mx3HGizYWT4FFzqcWH6lDquvGwenxwuv1wepRIw6kxWP3VSKNLkUVxVm491vmjiPPb1Aiy0Lx8PY1B6xFr61lXX2BekKzCYjXSlDg9mGD787j31HGiL+zjvH/et++L8motXmQqvdjQylFFmpcgzpLKOIdSIqAw3+GBiMyMlFw5n6RC+DIBJKLIGieAYa+LLeDGH67VyrndNBdqzBgt//ZCy8CO0TatBpcNc1Y/Gv6kZ8XnuB055tanMAiMwOBwBNqgJuL7uTLJaMN67Pttv9Nq5KLsGTSyYJOr+EhoV1JZMwWodbIp28vY1MLMLKWTrMGT8MQzKUgcENZy02jBmcBqlYBKvDg8HpA+N6EERPk9TOs1dffRU/+9nPcPPNN+Pw4cNwOPxKo62tDVu2bMGbb76Z4BUS8SJcIYYbBulKKVLlUhz5wRIRieNztK2ZUwSz1YGyAi3nBM/N/zqOneVTAJ8vJFtEr9NgqT4fL39Wh5mXZOPy/EG4f24xNrE0XGXK0Jh1pSqkkIjFKByWgcfe/Q77O8eY71g6OdBbacUsHed0zB8XDsb6ecU4Y7ahxeqCUibBO8eb8G1jK24pG40vT7dE9LawOj2oeP4LPLt0CkT4NsRwK9P5m93e8sLFZrf9OY2d8MO3eQh2WIfLm8PtxSiNClkqOQ4am1Gam8lqzH8TtBGI1uHN4Pb6sGTqKDz01jcRGWfLZ47B/9vxeUCeGCeeF76ALDGfXT+/GCIAvzDkQ62So8Ppxs6XQtfCrE2E0N5pep0Gywz5EEEU4XQ26DQYIeCQUkjFmF6gRZpSirte+Rrl0/I4swDeOd6Ee2d7eCPxfAj1eqHBH/2bhjP1+O9nPo7qs/+4bVoPr4YgEkc0jpFYAw1CjjaurDe9ToM//KQQLR3OQMZYTYMFywx5ACJtyiVTR+HWF77ATZfnXtS1g1QQi0T42c7PYHV6OHXVipk6jMxMCTicAtnhBVqsmKnDhyeaMHNsNmulRFW9OarAKluQlSFN6c9cum3GaChlYhxrtPAGrplWI1x0JZMwGQZXJBumDjuGZCixfb8x5Hcv02mxaUExLnTYoVbJBDMFCYKIDpHPl7yzN0pLS/G73/0OP//5z5Geno6vv/4ao0ePxldffYVrr70WZ8+eTfQSQ2htbYVarYbFYkFGBvsGiUpuQmGuh8XmhMPtxcGTpogR2WU6Df5wbSHe/7YJMy4ZDFO7M9C3SJ0iw3/97ycR5ZhMyvvcCcNQfcaCpjY7ZhYOwXWPH2Bdh0ouwRsrDDjbaofF5gp8/1iDBb8oGwOVXIx3jjehqq6FM7PmVkM+NGl+Y8Hu8kIiFuHU+XZMycuCw+1Fh8MDj8+HG//3EwB+R1pNgwWD0xQh0aLqH8wYP0KNHZW1rE6Ilz47jaLhapTmZLKWmzLXYnbxUJy+YIVCKkb1DxaMyEzBhJFq2Jyefp/GHkw0ctkfEdo8nDjXhqv/5yPO7+9YOhkvf16HdXOL0Nhqh7GpPeQ+PWexY3imEr9/5Wv8/pqxmJSbiQ6HG1kqOSx2NxwuD9o7+6SFyzQA7FthwINvHWc15hmZP9NiCwziON5gwZLOCWN8fcFOmzqwZnc1jp9tw0OLJiA7Q4F2uwfpSikkYsDt8eGM2YbBaQrIpWI0WuxQSMRQKcRQp8jhcHthdXggk4oxSCXDpn8dC3HYMeh1GsydMBxXXjIYNpcHs/74IZ66eRJv37c9y6fh0tyLzZNj0Qcnm9rx4z99yHns9+6cgTHZaZzvJxMDVSa7g0gkisl51p8/m8Rma5+mr8sl8zz1+HzY9MZR1pL7sgItHr1xYiDjF+jUlf88EhJw5HK0MX+jze4Pau6rbmTVb0wlwPk2B9KVMrTZXZy68M3flOGDb89h7JAMONxeqGQSjMhKQX2LDXaXJ2CP7qysxb47DNCkygNrSFVI8VW9GQ0WG0qGq5Gm8Gc0b9p3LET3zyocjPuuK8KD/z6OwmEZIdOj0xRSVDz/BcYNTcfymQW45YUvItZYptPi9lljsG2/EfdcW4iH3vomMDU7PChdVqDFw4smhAzE4tN1wdc0Gtu0wWzjdLgN60YGdrLuz4TksvZ8O9btrWG/33VabJxfDKlYhHanB+O6GLwjCOIiSZ159u2332L69OkRr2dkZMBsNvf+groJldyEwnY9DGFZXEz2101//hRWpwclw9UhDqMVs3SByFd4T6OyAi1uvGwkpl8yGO12N0wdoRMFg7E6PfiuqQ1HG1oDRgVTmnnLC1/g1V9Pw9zxw3ibo943exy2/Pt4RBZN7iAVCoemQ62S42RTe+A9t9eH2cXDIqYAbllYgucq2ZuUiyHCnddcAplEDJfHG1IuGnwu2/cbMWtsNsYOSUeb3YV5E4YPGGcZEV2WklwiFiyzfOd4ExRSMe6ePQ7b3jsRGtUs0GL9vGK8/MsfYXCaIuTe4ithBPyGvFgs4pyg6S/rdIQM4limz8fIrBRB56+p3YEKgz8yvv19Y4RRv0yfh9//39chcsOUdG9771jEOa6ZUwQAYRlvGqydVwylRIxhmSmBxsdCpTHBPVxi1QfR9HohCIIYiAQ/T3csnczZq/LAiWacbGqHx+vD8M7p5eGOM8CvK+959Qi2h2X0MllvFqsTZqsLX9ebWQcJlOZm4u1j57B9vxG7l08LabQfjF6ngdvjxSVDMnBHUPXCjqWTA7YuExBlylV98GdgjclOw8mmdvzhn0cCx9uxdDI+rTVhdslQlE8LHYS17LnP8czPLsPWN4+H2LJlBVq8ctsVaHe4ka6QYvKorIjsumWGPByua8H9c4vh8HgC5xKesa6QipGvSQ1xYgnpuvBMQovViZNN7ZxOrJ4YXNGX92dOj5f7fjc2w+nxwuEhG4Eg4kVSO8+GDRsGo9GIvLy8kNcrKysxevToxCyqi/SHkpt4RmWCr0d41liqXIJ/3WHAmQs2OL1eiEQiPHrjRChlEvh8PswqHBzYyO6srMX2JaUQA2Hpyhos0+dh9uMHoB+jwfrri5GRwn+7K6QSTueYzemBSKAb/9lWe4Rx5DfIfNi8YDzUqtCJmsPUSmxiGR0+JEPJqwjL9Xm45YVDKNNpI8pFg1GnyKLKREnWaBvBTjS/l9BEquZ2J9odLizr7JUSfA/OKhyM3151CZrb/WUoQzKUOHjiPL6sM4cc58CJZqx/4yjWzhmH5iDHNLO2yaOyoB+jwcZ9x/Du8Yu9yvQ6DX571SVotNh4zzO4aTGzvvXzikMyt9iujVImgVwiwUNvHY+UxxPNgA948dapaLG6cLiuBTsrayNKoIM/v2nfUSzT5+PmqaNCNiJPvPsd1s4rxsmmdri9PuwsnwKfz8fpkAwuKemKPuDr9aKSS5DV6ZwnOSYIYiAR/jwVao5vtrkCz9mmNgdrbzLA//xvanNEPEcZRwvTd9bru9i/TCWXYM2ccRg/Uo0zLTbsLJ8CuUSMVbMLYbG5YbG5AtnUxzqzqS+0O/HcwdrA9Obg0snwXr2MvTxttAZyqRipCglWzNIFMtqq6s24YrQGNz/7WcT5rJilwwNvsuvFdXuPYmJuJm4oHRFwTLVY/XqdydAuHKrGv4824orR2gi7XSQS4VhjK3ZW1uKvFZeD2aHFquuidWLFs6dZX9+ftdrc/O/b3YCPhoMRRLxIaufZbbfdht/85jfYuXMnRCIRGhoa8Mknn+Cuu+7CunXrEr28mIhmM5vMD+d4R2WY68HVxP+qcdlYM2cc1oZNrdPrNNg8vwS/LLPjgtWFVLkUWakyXDd+GMqDIl/nWu0QQQSVXIL/vjwX6/bW4N7Z4zh7Phh0Gojgw4pZuoAxwBg4OytroVJ0fUrNAaMJ7U43Tp5vhzZVjocWTcC6vTUQidgn+UU7FemAsRk++AIGVzBlnX2YhOjL0baBSKPZhg++O4/sdAUcbi9arC58XnsBV14yOCTSK5SlZOpwIiNFiqMNFkzJG4R7OkskVTIJMlPlEX3I2Pr6AX6j2+HxYtmzn2H7kkl4cr8xovRl0/wS/OEnY3Gmxe8sq6o3o7mdOwuUITyL66DRBI+Xv1yrxerCljePY5k+n9cB/YdrxwIARqhTsOf2aXC6uSf2VhpNWDV7HP599Gxgg+J/PhXhrv/7OuR8ZxUOxrq5xdgY5hQP7+HSFX3A1etFJZdgZ/kUrNlTE1XZEUEQRH8i/HkaTXN85jlrtvHrSkvY++GOluDMK4lIhFFaFdbuqcF9u2sC3ykr0GL5lWPwi78eutjHU6fF738yFs98aMSY7HQcNJrwC8NobL1hPEpzMmG2unBt8VB4fT489u53gaFQbPZysH5++fM6zBk/DDuWTo6wY0tzMjn13AFjM37/k7HweH041dwBdYoM2RlK3PfaEVR2/u0KQz6uGK2BRATsuV2PjW+w9//NVF100sSi6xLlxOrr+zOh/QkzZTONpm0SRFxIaufZ3XffDYvFgpkzZ8Jut2P69OlQKBS46667sGLFikQvLyb6cslNTyg05npwZXwUDsvA6j01rKWLa/fW4NLcLGzfb8SKWTrePmSP/tdENFhs+PWVOtRfsOLe2eNw5IwZm/91PGDEGHQa3H1tIVRyCZ6tjDRKdiydjLNmOxosNt6JfVxNVgF/5trSnZ+jaFgGHlw0ARvmFaP2gpX1s7FMRao0mvDrK3URa146LQ9rdldjw/wSzs1zX4+2DTQsVidOX7BGlELqdRrka1OhkksCv5fQRKo2uws/feYTGHQalOvz0dzuxPIXD3PKE/NvNkdtU6sDDy2agG37T0R876MTzbhvTzWm5A1CyQg1nj9Yi8N1Zlz+/wbh8+9bop7OydDhdAeuRXj2HQCs3VONSqMp0BuNizMtNix/8TD0Og3ytCq4BZxypy9Y8XW9GXuW69FgtsHj82HjPn+kvlyfF7JJeezdb1GhvzgBbWRWCoZmKENkqSv6gKu58tq5RRFOS4DkmCCIgUH48zTayc9tdhdSBRwKqrD3wx0tTJsMwJ/ZtaPyVESA9sCJZnh9oYFOJvh597WFuOnPn0Ill2DkIBV2VJ7CqteqA98tK9Bi7Zwi/PeUXAxXpwQyqsMzv1RyCbYvKYVEJMKWfx2LCDo/sbgUTo9AYNblwbvHzwWysRlbINxpx2cniAD88aeXBl4L/m3C16yUSeAN6l+YKCdWX96fAUCaQsqbGJCmkMLr88HhjaxQIQgidpLSefbuu+9Cr9cjJSUFDzzwAFavXo1jx47B6/WiqKgIaWl9oylyMNGOV05GekKhZShlUMkluPKSwayRML4IWaXRFCg34/tcVZ0ZuRoV/lJ5KjQKqNNgz3I9ak0dkIpFqKo3QywCNrweWUJ50GiCWCTC+nnFWP7SYdZpgswkwAVPHuQ8X6fbi53lU3DTnz/FPa8ewYbriznLQKM1/BgUUjFeunUqzEGDDpgMIYebe/Pc16NtAw2z1cXqoGL+vaWzNBjgn0gVfA8xxtYyfT70Og0mdTql2ThoNAUcQsGIRCIMTpdzTplkvnfHrircNmM01s8rRlObI+bpnADgcvvwfXMH1u6pjuhNdv+8YtxaNgYTc7OglPFviBgHNPN3V19XJPj5AyeasWHfUZTmZmFybhbrlFxm7cMzlRCJRMhSyUMaUzN0VR+w9Xrx+nwhm61gSI4JgujvhD9PGd0ihigkqBCuW9KVMkjFIl57K1Ueuk3ic7Tw2aNs+rPSaEJFuxNWpwcrZumw4fXIpu/BekcqFuFwnRm/vaoAPx6XjaZWR0i55GWjsrD8yjERLRaYc/vdVZdwrh2Af8BPnb8UVSwSBc4lPMgtZJ+32lwBvcf8NlxZc2WdWdnDM1NgsfFnpIdnAcaLvrw/AwC724NyfT58iLSlyvX5sLs9SJNK4PTRtE2CiAdJ6Ty75pprIJfLcfnll2PmzJmYNWsWrrjiCsjlfXcD0JfHK8cSlYm2f5Y2TY6d5VM4lWG0pYt8n6sw5OP+vZHZaweMpoAxwijxa4qGhBgt4REyp8eLCkM+7n31SMiI8ex0BdxeL76qa8FluVmsvTP0Og0+PmXCtDGaQOSxqdWO4WolynTaiO/srKzFzvIpEItEIc4tLqdCmlKKax9jnyLKt3nu69G2gUaH083roGKysgDuLCW2e6jSaMLauUXYNL8E59scvGtg5C20hEMEm5NfXhn5mTk2GxveOIqJuVkozc2MaDacna7AiXNtrH389DoNOpxurN5Tzdqz5f7Xa1Cam4WquhZcUzQkagf0QaMJMin/BgpAoAwmd5AKcqkYD/47sncM8++7rhmLhU99zFk62R19EN7rhRlWwAXJMUEQ/Znw56nV6cHKXVXYtrgUv7pyTMgEdUa3BD9n75hVACDS8XDHrIKQEkSA29Gikksgk/A7J9jsVbvLr+emjdYIOt7cXh+eWFyK5w/W4rF3T4SslSnb3P6+kTVD/KDRhNXXSVhtTuBi9QRzDW6bPibwXrizTMg+r7tgRapCiuGZKYHfZkJOJmdfUSZDWiXn35KGZwHGi768PwMAi9XFOriBud+fXzYFsjRynBFEvEhK51l9fT3279+PDz/8EH//+9+xadMmKJVKXHHFFZg5cyZmzpyJqVOnQipNyuWzwrWZDe+Fk4xEG5WJtX/Wk/tPoJwlkwUQLl1kMkv4PhdLFNDGMnmPLavkwUUTQjb2O5ZOxh27qvC/N1+GjfOL0WCxszaEXbmrCpfnD0JpTqa/uXeqHBv3HcNSfR688IUYFJeNysIItRLXTxyO8ml5kEnFkIhE+OSUKcKpYNBpBK8V1+a5r0fbBhodLEMhggl3NgVnKZk6/JlKwZuHYGxOD4ZqlThrsfP+DYVUzCofO5ZO5v3eyKwU/P3T0yjNycQBowlfdo64B8J6HRZm4w/XFqI0NzNsaq1/6q5EJOJ1IN5i8Lcp7nC4sX5eMTa+cYw384ChpcPJOjxBr9Pg/nnFePDfx0OnbRZosXRaHj49dQEAQhztKTIJBqnkeL58CqwuD06bOiARi0Iy0OKpD0iOCYIYyLA9T61OD17+vA5r5xbhmQ9P8j5nRw1SYe6E4SGOh6Y2B/IGqQKTNZmgcJpCiq03jMemfccCepTRiRIx/1QpNltNIRWjrEALuYAd53B7MTIrJaIfKRDZVoEtQxwALlidWGaItDn1Og02zC/BiaZ27CyfgsN1LRiUelEHhTvLhGxOACGTSh9cNAHfN3dw2uNMkFcskAUodH27Sl/enwF+HR9cPsz2vs3lgVJKPc8IIh4kpfdpxIgR+NnPfoaf/exnAPzOtPfffx8ffPABdu7cifvvvx8qlQptbW0JXmls9MR45d4gmqhMrP2zmtudOGA0YWJuFsp0mohU9ap6M2cNf5lOi5xB/ohWTYMFWxaWYEiGMqI5qhCMQWDQaUKii1x92Nj6PjHHcPu8WLe3Jmzip78h7K0vfAGr04MslRz1F6yoMORj8z5/T4pPT10IiRapU2SQiEVobLXj/tePwur0BAyzqrqWEKcHk5LtZIkCBmfOuby+wLCC4N+gr0fbBhqZKaFOkPDsyDSlFBZraJZhIEupqR0/feYTzmOnK2Vobnfi41Mm7r5+BVoMTlfgxVun4k9vfxvyGb5S4zKdBtVnLDhoNOHmzl5kTGZAeKR0cLoCNz/7aSC7UyQChmakwOP1ocFiwxC1ImSyWDgquQRVdS0hU8l+deUYKKRitNrdOFzXwuo8FItEgfWsmVOE2uaOwAYh3HEGXOxhc9uM0Sgero5wtDO95O565WtYnZ6Q0hQGPn0QywRckmOCIAY6fM9TIbt7WGYKrisZGvKZyaOyoFbJWYPCZQVa7Fw6BRWdth1jM5bmZsXUcqNMp8HgdAWuKxkqmLWmkIrhdHtRVWfmHGzFOM24MsPEEGHFS5F6t6nVjjqTFbf97cvAWheVjgicS7izLJrWIsGTSodnpuCswHTttk5dxxXEWqbP7zHnGdB392eAfxAAb88zuQRnBaoKCIKInqR0noWTk5MDvV4Ph8MBh8MBk8kEj6dvNj6M53jl3iKaqMzJpvaY+mcxJYM7K2uxZ7keG8Km0x1rsGAty9Q6vU6Dpfo8PPjmcewonwJzhxPPHjgV0Rx1x9LJyEjhv72z0xW4qjAb6+YVQZ0iC2xAY8lYU6fIUGHIx45KlnR0YzO88OGmy3NRVdcCqVgElUyCaWMupuezRYt2LJ2MnUFjy8MdDakKKToc7kAW0d9uuTxk88yVOReeBdjXo20Djex0BcoKtLxTartTJniquYO3D9maOeOw8KmPsW1xaYSzm+t7hs6I9txtlQBCI9Zs9/6/f1OGF5ZdDpvLgw6HB2qVDA+8eSyqyZ8A4PFejKgzx9++34iyAi2uKxnGKtdlOi0qjc2wOj04Um/Gz340ClvfPI6PTjRjx9LJEY4zhoNGE+65tpA1E6DSaIIPFx3tBziCCGz6INYM3p6U41iceARBEImEy76Oxu5m+wxXUJj598u//BHOtNiQMygF2/cbURXIqI7si7v8Sh1ueeGLwGv6zmzqm/78KaxOD15foecJQGlRVW/GhJFq3mmbzOAbtsywsgItslQylOaG2rdlOi2WGfJCPnvQaMID/zqOP/ykEGJ8G+Esi7ZfaXBbFnUK//VPV8qgSZVj65vHUZqbFVF++I/P6/DojRN5j9Fd+uL+DADsHg/Wzi3Gpn1HQxxoBp0G6+YVw+7xIF0pRZvdzXMUgiCiJWmdZ6dOncIHH3yA999/H++//z7a2towbdo0TJ8+HbfffjumTJmS6CUOKISiMrH2z2JKjaxOD2pNHazKkslAuXd2Ieov2KCQilHTYEHND/5SyOY2B7RpCkzMzcKXdebARvqg0QQxRFgzdxx2LJ0MkUgUiMwxn9HrNDhxrh3r5hUhV5MKAIENqFA/hzSFFE/dPAkKqRh2lwdXCPSqWH6lDpfmZMJsdUKlkEAE/uiZw+2NcNIFOxqeunkSlr94OPCe0+3F5gUlWLOnBh+daEaFIR8vfXY65Joy0cn799bg0RsnBn63vhxtG2ioVXI81HmPcvUP4cr05HOwPLxoAgAgRSbhzAirqjej0WzvHEIRKR/M926bMRrrry+GzemB1eGBTCqGL2iallDEusF8MTqdp0nF/a+zT9wFIid/lum0OHT6AmdU/u5rx0b87TKdBssMeVjxUlXA2TQkQxn1syB4PWyvB8twNM37uzoBtyfkOFYnHkEQRDLRXec/31ClAyeaUT4tD8tfPIynbp4EgDujWpumwAffNWHb4lI43F5kpvjL6O4ICgA1Wuy4xZAPMRBWwaDBmrlFWPjUQbz8yx/xlm3ec20hynRaNIVlGZXpNLj9Sh1+tvPzkJ69CqkY51rtqP7BgoLs9JDvvPtNE24ty8fG+cU4bbJi3oRh2LzvOA50BppW7qrC2rlFWDunCGarC6lKKZpa7bjn1SMh5awM0QTwrE4PbikbjW37T0QMFXhYIBA0kAM9bTY3Pjllwj2zC7HS6UWqQgKFVIwzF2xY8pdP8b//7zIMSpUjQ5m0W36C6FMkpSSNGjUKra2tMBgMmD59Ou644w5cdtllkEioXjuR8EVlhPruKGX+cipGqQUrUqlYxOl82r7fiNKcTCx/8XBItg1Xs1RGaR8wNuNMiw23vHAo8Jknl0zC12fMmJI3yN/k3OXBwZMmqFNkgdTyR26ciAsd/BN/JGJRILI3IisFrTb+aI7H5/v/7L15eFRVtv7/1jxkqqSKQAIJCVQYkgAGgwiVgNByFQERabtFr5cQbLsbgb5tO4EMIiho24OCU7egfH9X0etVQBGxW3EgwQE1SgIohClMEhKSylDz8Pujcg41nKEqqSSVZH2ex+eRVNWpfU6dffbaa3gXXv/qNHLTk3BjXn+YRd7PHJtv4+4fVTQZ9Sg/Xo+fLjThz7eNQYvNBYfbjavanCtcnQDrW3lK+4iYh3GSXDDbRPVDgn9TPgdLq8ONxdsqMCZDxzqXgo9dbDQgPcmn2SWkd5KXnoTH3j0U0gmTmZ9CEevVs/Lwt3//hKGpCSjI0OFSsx2lRUNwVWZySJlmsGPKZNRj5ayRONtgxeYy7qj8BbONdSgDQFrSlXLQ//vdBAzUaQKcyuE8C6wcpaP+BM9hMfH+jnTAjeY8bq8TjyAIoqvhcpy0Otwddv6LBYWZjuliGdWb5xfib/8+FvI3/zVNJZPCC2D6qDSUBDm3mGpFR1tglYvy6np4PMCCoixk6ePw4X8X+5xaKjk0ChlmbSpjx+Yv+aDTKjF6kA4erxdapSxgTAqZFClxSqx+9xAOX2jCk3NH48Hpw9Fic0OnVcBsdeA/N3+FuhbfOumvC1yQqQvoVCqWIQ0AD759EN+ebggtK222CzYL6OuBnmStEvuP1+PPHx5l/8bIxgBAnEqORosDyW2SELR2E0THiEnnmd3ui5pIJBLIZDLIZDJIpdQppKN0ZmTGEK/E+ltHITVBFZLxMWFICs41WiGRSNBsc8HmcEMhk2Dt7Hys3FklqpfE6EREokUGBG5cK2oaoVFI8e2pyyGOtwlD9AHaFv5OhGBMRj0+PXqJ/Z5iowH/PS1H8NrIJBK2acCknH74QkhXqi09H/A5HIOzaH42W1F13syOhUmRtzjceHi6C0NT43H0YrPgdXp0Vp7geInYJknrK7EUgs9JE+xg8XeSfHu6gdOxNSnHgHunGPHlyXpsnl+IlDglZ8cuvvm571gd4AU2zivAkm0VAZF5wFf6bLY68bd//4S5V2fwlqQEl2nGqeR4455r4fZ48cWJejicXs7yaf+o/D17v2X//trd42F1uvHHN7/He4uLAq4L8ywozEoO0VSsPNcIrxcYl5UCiUTCCiwzDj7/jUmcUh7wuph4f6x0wO2IE48gCKKrON9oxUP/dzBgPVp/6yjsPnghZI2K1PkfrxLeIqUnaViNr0i0zoBA+7TYqIdaKcXGvdW8eqNv/W6CaNmd0+NBVkocnG4PXG4vpBIJLrc60C9exa5LYzOTEa+UIV4th8XhxqUWO2qb7bhotuK5O8bi3te/Y9cxjVKG2mY7/vv6HCRqFHj03cCywOAmWszYV8wYiSH94kM6lQplSPtLv3AFBq/JSuH8zfp6oMdscWDVztAM/X3VdfDCi/9ZOB4SCaBVyeFwe2jtJogoEJPOs59//hk//vgjW7b51FNPwWazoaioCNdddx0mT56Mq6++mhxqEdDZkZlWhzvEWCk26vHuYhMACda8WxWiS7awKBuzxqRjTEYS5lw1EI++eyikM97KWXm45blyAJF1zwQCo4GlRdnY+EmoYVJeXY+VO6vw2M15rOA/nxPBV+KVjcWvX+nU921NA5I1PmfCtzUNAQLuaoUMF802OF0e1rhQK6TCulIzfbpSxTkGpCWpWfFzdgw5BqyYkYsxA3X4Jkj8nNlYezxeweik2+PlfI3oOXS0wyLjSL9s8XWZHJOhw5aykyElJ0MMcUhLUsPicOO5T6rxt38fYzNAvfAGGNJC5cv7quvwu+uGsk6wTXurUWw0sPf7xnkFGJqaEJFzvNXuwpK28Y7NTIZMJtyJM7ixhtnqxGtfncaam/MQr5bjeG0LmmxOpMQpsWJ7Fb6tacACUxZeKTvJPru0Shk2zy/E859Uc2a/Pvz2QWyYO5rTAbilZJygeL/Z4oBGIcPzd44NCD74Owy7qnNmrDjxCIIg+DBbHCGOM8CnDxr8N4Zwnf9miwNur1dQ+sPj9eKhG0egodWJW64aiDUcNixXd2fgin1qarMr41UK3vVr37E6PHijF612YedZk9WJZz46ikdvzsNHRy5ixIBE2F0eKGRSvPP7iXjsvUOs/fnM3mMh9ufiKUb8dvIQvPTZCWyeX4gndh9BWXU9Fk81oqKmIay1uby6Hg/cMAIDElQR6c+1d83p64EepvkaF2XV9bjc6kCaTg2PB3C4PbR2E0QUiEnnGQCMGDECI0aMwO9+9zsAwJEjR9iOm2vXroVEIkFjY2NYx3rhhRfwwgsv4NSpUwCAvLw8rFq1CtOnTwfgy3Dj4qmnnsIDDzzQ4XPpbjo7MsMeP8hY2Vddj69PXsbuygshXWCYRbcgMxnv/XAe/319DsZk6lBiygrQWfqg6gIKMnUor64X1R/yfz042ifkeNt3rA4tDhe7AHHpVmSkaFB51hygV8Y4EZ7YfRilRdlYpBiKTZ9U84qxmox63uP760oVDk7GE3NG4dF3D3Fm8Ty26xAKMpNDzieB1ZETNrC4uhQSPYuOdFjkcqT7Z3f531c7Fk1sM3YREDFO1Cjw1C/H4FRdK8w2JwaFUb5stjqx7esavHb3eJgtTqiVUrg9Xjx92xjEqeQROceLjXrUNtvZMhQmQ1OISy2BOjAquRQVNY1Yd0s+7v/fH9jn15aScdhXXYfFU40hmWylRdnYxOOEB4An547GFh4HoFQiwaY2p3kwwb+JVinDihkj8eZvr8W5Bhv6JaigUUjRbHNwds6NNh11zhIEQXQ2tc12TieZmK0o5kAQWyMLMnVYYMrGmQYr/t8Xp1CQmQylXB9gw6YmqHD0YjNnY5tiowH6eCXeW2JC1VkzFr9egb/8SlgMv9XmDivDray6HmvePYybRg1gZUuAKx2g8wdx66X6Z2inxqvw/CfVrN0eaeDa4/FiQIRB+fauOX090CN2/o1WJ/TxSrTaXXB7gZRe7EgkiK4iZp1n/ly8eBEHDx7EwYMH8cMPP6C5uRkqlSrszw8aNAgbNmyA0WgEAGzduhWzZ89GRUUF8vLycOHChYD3f/DBB1i4cCHmzp0b1fPoLjorMsOXveJvKPRPVHO2TwauLLqb9lbjwRtHcC7OjINKKpEIai0BQZG8oGifmDHVYgsstwouPX36tjFYvr0KJqOejbL5l6nlD9Lhm1OXeTturpgxEqmJanzyU62ArpSvPfjGeQW42GzDRz/WCl43f/wdJmJdjZI0tPHt6bS3wyKfI50vu8vfYA2OGB+vbcEdL38FwDdP/1/pNYJjVsml2HesDgtM2fB4vQElKpvnF4btHGci9XFKGa4f0Q8j0pNwQ15/eEUSKpWyQK3AijONKC3KxqodgVmx8jaBGa4Ng9gmYuWMXFTUNHK+vo/nWRv8m/hrOy7fXhUw5gWmbNzx8tcoHJzcqXouHXHOEgRBdAWNVm7HgZitKOT8F1ojpfB12PzX4YtYuq0CG+cVoLy6Hitm5OJ8ozWgUoB5jjPBXwamY/wd//wKE4fq8eisPLy3WA+bSzioqdMq8MbXNdg4ryCkqUCwzbuvug4lpqyAzzMdoP94/bCArOngc5RJJRiZloRlfmtPJIFroH02ZnvXnL4e6BE7f5VciiabC/EqOSQS0NpNEFEgJp1ntbW1+PTTT9myzaNHj0KhUOCaa67B7bffjilTpmDChAlhH2/WrFkB/3788cfxwgsv4Msvv0ReXh4GDBgQ8PrOnTsxZcoUDBkyJCrn0910RmRGLDLHONDEFl2FXIotJeNgc7rx+m/GY//x+gAHnMXhZltUW+wuTq0loE3QXKfBnv8uRqPFAYvDg6dvG8M6wLQK4WYTOo0Cb/72WtQ22SGRSHD4QhO2lJ1EQaYOz84rgLwtO9HfceW/kR41MEnQIPnj9cPwX1u+BgDeks35pmw0t5WNnbls5TwWg/91DXaY9MSNb1/ulNRe2tNhUciRHuyUFbtXGixXxPQtDjfKqutQbNRzlhD4Z4LGq+TY+PFR9v5nhIAHp2gFSxYHJWuweX4hKs40YvHrFdDHKfE/d4/HuQYrzjfaMLRfPIpzDJzn56+d6L/R2DivIMQZlhznM0a5nl1iz7NzjVZOfTYGrmdt8G8SrrZjZ+q5tNc5SxAEIUQ01/o4HhF5QR3dHAPkMgmvcLpgh83qepQ027Fpb3XAmtZs80kIPHfHWMwYlcZqZMokEiyZasSqWbmw2t3QKuVQyCSob3XgnUUTkaxVon+irxHPxSab8PpZ04gHbxgOm9ODq7NS8PD0kTh92cJWLQSvOVxrVXl1PZZMEY4yWexuXLYENsoRc0aq/ezr9tqY7V1zwrF3e7N9aYhX4vqRqRiRlhgS+D983oyKM42Ynj8AMimglst6zXkTRHcSk86zAQMGQKFQoLCwEHPnzsV1110Hk8kEjabjUXa324233noLra2tnA64ixcv4v3338fWrVtFj2W329nmBgDQ1NTU4fF1BmKRiUSNgl1czFYHtCo5pBIJ5FIJ9ByLTCTZK2KLrkwiwX+9+jX772KjATvuNeGDqgt46bMTGJupw4qZueifqMapSy1YNGUoPAjU9GJKI5usDiTHqfDc3uqQqNxN+QNw/YhUzmyu4hwDvPDizGVrwKLDbIKlOIkVM3PZjX2yVhHS+UdsU82UmAFgSzYfnj4C5xttSEtSw+Hy4FKLHUqFDI0WJ2Q8pcQMQwxx2LFoIqfDpKdtfKOtxxeL87KzjDehDotc3ynmSGfu43Ay2Pw1xLRKGcYM0mF8dgo8CNYK9M3Pxa9XQKuUISVOgRJTNuaNH4w4pRxJWgX+/OGPAc40pmTxbIMVKrlPO1AmkaDiTCO2lJ0EAGy8YyyWb69ERU0jWz49f2IWPF5viGP6sdn5OFrbwjrf+JxbAOBye2Ey6jmfXWLPMwB4pfxkSAYfA1cUPPg3CbdEprP1XNrjnOUjFuckQfR1unpehrPWR7JWxinlnE6yLWUnsXl+IaQSSUiAd/7ELEx/Zh9v9m44a+QvRvTDw9NH4kyDFc/fORaJajl+O3kIJBKEyJQUG/VYd8soxCfIcbregkarE2qFDJ8evYSfLjRhzex8pOs0UMuleOyWfKzYURWyfjHBnrd/PxF7f7yIUQOT0Opw8waaAP61SqsSDiQrZFKktXXWZhByRhYZ9TDEK6FVyjA2U4cn5oxq95rUnjVHyN59au7oqHRd7WoimZdJWiVWzshF+fHA/djAJDVuHpOOv/37J6jlA6GQSUiyhSCiREw6zz744AMUFRUhLi4uasesrKzEhAkTYLPZEB8fj+3btyM3NzfkfVu3bkVCQgJuvfVW0WOuX78ea9asidoYOwuhyMy0kalQyqRYvK0ixMhYYMrG+t1H2MWdIZLsFaFoWpFRjy9OhJY5rnnvEGaOSsOORSZ8cOgCzjdaoZBJsXJnFb6taQzRCrvYZEPlOTMm5fTDY+8d4tRXW7/7CB68cQSsLnfgxj7HgEXXGfHLF78IEIJdYMrG61+dZjfBZxusWPTad+xn3l9aFCC8H0lkzuJwo6KmAQqZBHnpSXhyz48hY/rTfwzH1BH9sPfHSyHHYpoJCBkUYkZIV0bihL6rM/T4Ym1edkcbdb7vfGTGSMHPZem12POHYkilElidbsHo/H6/rrGlRdl4uewEKgTmJwBsmT+uTVTZd78HCxHzlSwWGw3on6RindpV58z4S5vDbfFUI5up9eWJywHfn6RRQCb1BQL+58vTIc+4AUmqkI62CqkUdxcNwQWzNWTDEI7mTHl1PRYWhWYtT8oxBDQmYOdCUIlLJCUyna3nIuScjYRYm5MEQXTtvAxnrY/U0aHTKrBkqq/buf8zuSBTB5lUgqdvG4MmqxM1ly0AEBA44bMxxILNmSlaLPnFMDz23qEAu3b9nHxs3ncixP78tqYRF5pseG7vMc5Sy9U7q/DozXl4+J1K3DVhMAoyk0O0cJlyTJlEgi+O1+PPHx4NOE5wtjNfh0//z/B1e//0aC2KjIaA9wg1uSoxZePZj49h52ITdldegMPNv36FY3e2Z83hs3cBhOxtgNjvxBnJvDRbHLhgtuL9ygshv02WIQ5/+MUwyCS+pm4tIg0nCIIIj5h0nt1www1RP+bw4cPx/fffo7GxEW+//Tbmz5+Pzz77LMSBtmXLFtx5551Qq9U8R7rCsmXLcN9997H/bmpqQkZGRtTH3lGEIjPMos2XRVaQmRyyyISbvWIy6pGWpMGComzObJT5pizOLkSMA25NmzB+g8UJndbJGh5cWRmb5xdCLpPw6qvtq67Hf7s9GJeVwhomqQkqHLvYjIVbDwREZPzPvTAzGYunGtEvQRVQUvbE+0ewbs4oTBuZiuFpieiXoBJ0EmakaNjy1GStAjqtEnt/vMhZnrXvWB3bxcnu8oQsiGtn54e14PMZIe115rTH4Sb2XZ2hxxdL8zIazsFIr7vQd06vaeR1pBfnGPDDWTOWvVPJ/o3vvmiyOVmDWgpJQLYU3/xcOWMknvskcAMRnGXFV7LoK9X24uqsFLz+1Wk8dOMIjBqYhHnjByMzRQsAqKhpZBsI+PPhfxcjQx+HTfMKcMFsw4m6VqjkUlSdN8PlRmhHW6Mei6fmoNHqwOqZeVi768omaUvZSWzhyWjw15yJV8kDnhc/XWjCypm5eGR7JT46ciX7dVKOAU+0PUf+3fb3cLUdgZ6j5xJLc5IgCB9dOS/F1vpGixMrdlZFtFYmaZUYnKLFzNHpAQ6n2mY7DPEqtNpdUMqkWMKTacxlYxjilVh/6yikJqhCtG8LMnW42GTjbAqTmqjmtP9Ki7KxMaizJRBoZ56ut2DfsTqUTMzizTpePNWItbu4g8PM9/i6WPvWry9O1LNaosw5/Hi+CZ/8VIsFbQHu0G7yvgzxqwcn4+62AFB5dT3b5GrFjJF4ePoInG2wQikLLBddYMpGXnoSWnj2B50dROSyd4/XtvTITpyRzMtGixMbBZoYPXZzPmRSCZptTsSpYnLLTxA9jj4zk5RKJdswoLCwEAcOHMAzzzyDl156iX3Pvn378NNPP+HNN98M65gqlSqixgXdCV9kJpwssk17qwMWGbHIXJZeiw//uxjf1TTi3td92VqlRdm49zojlHIp4lRySADc+sJ+3jRixmm0sGgIvF4vzBbxDIuGVpGuMxYn8gcmsYbU5vmFAaKo/jDfnaZTo6IsdHO9cmYezjZYcP8Nw/Ht6QaUvnoAG+aODnESmox6rJqVh/W7jwRkkRW3ZQH5RxCDv7+uxREShaxttiNZ67v+7XFmtdeZ0x7DJ5zv6gw9vlialx11Drbnugt959pdh7F7aTFWBm1Sio0GrJ6Vi/crL0CrlLHzUig6zxjUb94zAa0iEc14lRwDM5ND5ltwlFqwK251PR6aPhKjByVh3a7DIVF8Pq2xZpsrIIPuid1H8PkxXzfNpz78kcNRVw9AgptGpeGW58tRWpSNkrbNRmqiCp8fvYQ1N+fhZF1rSHYA893NNmdApurjt+TjyQ+OBDjOmOu7fHsl1t86CnaXB58fqwsruw2IXf1CLmJpThIE4aMr56XYWt/qcLVrrUzTaXBT/gDUtTjQaHXA7vTgXKMVMzeWweJwozjHEJEOZavDjd0HLwRo65qMemyeXwib0wMJwPls5ssYDqcMn2l8UHGmkTcIO2GIXvA4y28aiRvy+uPzo5eQHKfEgVOXA3R4i9rKRy82WSGXSfHwjSNhd7l9ciFtjrDFr/uukVQigRceXJOdEtBx/sNDF7Hu/SOc19FsdeK1r07jiVtGhb7WCRUG4dBTO3FGMi9bHS7O+xHw3Rc2lxtOj0+eRyEVl50gCEKcPuM8C8br9QbUlAPA5s2bcfXVV2PMGOGW0T0VrsjMibpWwc8wBoH/IiMm0DlQp0GSVokBiWpck5XCGjT7T1xpBvD63eMF6++Z7AqVXIovTtTjhrz+guNMTVThUrND8D1AoB6RWHmUXCbBul2HOTfXTFYcIxzLZPbdfk0mW7aapFHAbHViwwdHQsov9x2rw7kG4aYAXq83wFiaNjIVj96ch/pWB+paHXh0Z2CXwHC0Q9rjzGmv4RPOd/X2TkkdMd7ae92FvtPicKPR4sDNY9Lx4I3DUdvkewZWnGnEzZvK2QYZ/hsNvug88wz48PDPmDBEL3ieSVoF5/3eLz7QQBSbk2arL+NNLPoe/Jkl2yrYucHMVWFHXR3+e1oONs4rQJxKjla7i9Vbu3pwMqaN7M+ZfQCElszsO1aHR7ZXYUymDsDFkPd/fqwONqeHDW602p345dhBWLWzKuAZ65/dFqv6hQRBEFyIrfWtInpMQmsl8xx89L1DIeslk8kfjg4lu+YGNaViOm1enZWCYf0TOMfAlzEcThk+89ktZSexY5EJa3YdCgnCiungNlqcqKlvRbJWiTXvHQpZm8qq67FyZxUeuGE4pBLgyQ+O8DYn+OJEPSpqGlCQmYyFW79hJR/41kvAd/7l1fWcZZudUWEQDr3dvgTE502LzYUkjQJxShlcHpGW5ARBhEWfcJ4tX74c06dPR0ZGBpqbm/HGG2/g008/xZ49e9j3NDU14a233sJf/vKXbhxp1xNOm2MgcJEJV5Cey6DRKmVYPNWXgbZ5fiEkEkmI4Kn/5jM5TokfzzehIEMn2D3pxwvNOH3ZEpYekb9zSwi9VslpXACB2m7M991+TWaAcbF5fiEAcOqWhUOSRoHX7x4PtUIGnVYBpUyKh9+pxJgMXYBOFEM42iFLf5Ej+J3hdAMM/k4+wyccx1G2Ia7HdQaNhI4Yb+297mLfqVbIcPqyBTu+Pyfa0ZEh+L5I0iqx9pZ8PLK9ElvKTuI/cvujyKjnLJuelGNAxekGpCaGlsIr5dKAOStWspiokfOWZgfrLQJX5r3/3GCycI/Wtgh+18UmO17/6jSuanOSA77o/fo5o+BwezhLX4LLNxn2VdehxJTF+13NNieGpsYH/J7+mcJxKjmUMinMVgfeW1zEzosQ/TRyphEEEYOIBV11IvaYmKNDrIriN0VDQvQtLzbZAmwM0U6bpuwA/Vp/+DKGxdY0nUaB/W3avxaHGx8cuoAZo9JCdM8sTmEnid3lQWFWChwuT4BeaMA5HKvDwzeOwEc/XuSRU/F1fWeCZ4/cNBJzrhrIXiO+38/fZm+wOHH8UkvAetRdGWA9sfN8pIjNG7lMAi8Al8cLp0fYkUsQRHj0CefZxYsXcdddd+HChQtISkrC6NGjsWfPHkybNo19zxtvvAGv14t58+Z140i7HqHFhVkQuRaZcLvi+Bsj/mLg/htz/5Krgkwdu/k0GfVwuz14ZOZI3PbiF9gwdzSA0M3q2tn5UMml+NfOKiwwZUMKcAqzMhtau8uDIqMeCWruTk2Ab5MskwlH+vwjilwbd7GIo1CKvk+49RI27a3Gx/dNhj5OyQqfCulifH6sDrXNdjy26zBnxtLvJg8VHFM43QCD4TN8wnEc9bTOoJHSEeOtvddd7DtlUknYHR0Zgu+Lcw0WrHnvEK7KTMYCU7bvnpudj9XvHgpx2D42Ox83PbsPpUXZIfPtgtmGhUXZkEKCfdXiJYsut3Dk1H/OBc97f4djklaJFJF7K0mjwAM3jEBDqwPP3zkWOo0Cg/VaDEzWwmxxYP3uIwFl1YOSNfjX4Yu85UFCzwOuecetWehrotMdTSgIgiDai9har1XKOuToEFovtUoZ0nUaVJSdCJTgyDFg8rB+SNKKHwMAm4UcSYdPX9MsQ0g2G+CzMwckqvHjhSvdFF/67ASenVeAV8tPBXzmiTn5vMcxGfX4rqYBTrcHCSK6VqcvW/D1ycsYPVDHagADvvVOKZfi9n98ya5fDpcHuelJ7Gc3zB0dsu4w6+zDbx/E4qlGaJRS/PRzM2q1CmSm+NbL7soA6+32JQCkJqhQnGPgdPoWGw1QymSwOlzweGVQyoX3NARBhEfMO88+/vhjfPzxx6itrYUnyGu+ZcuWsI6xefNm0ffcc889uOeee9o1xp4M3+LCLIhvfl3Du8iE0xXH3xjhEwP3pcRL8MY917KbT8aJplbIkKJVIjctEUu3VYR08mM0wJK0Sjx92xjUtzqw5uZ8nKzn1yPKNsThqsxkVqeMGQNDsdGA+28YjktNgWW9wQRHFIM3x2IRR6EU/RUzR2LO8/sBXHGSMIujmFOu0erEmAwdvj3dELKJ33+inneh5TNQ22v4hOs4ak978p5CR4y39l535ju5jNxFU4xQyqSCHbGAwHss+L4wWxw4XW/B3h8vBWRVapUynz7YxCwkaRRI1iphiFfiVH0rLA43Z8cuuVSCynNmTB81ACWmLLg8Xtw8Oj1ApJ8Z+wJTtqj2YbYhDi/859gQMWOGcMvPi3MMSE9So67Vgf6JKmiVcujanjPMNV4zOx8PvX2Q3Yxtnl8oWNbCl+kaaQS8u/RjCIIgOoLYWt8RR4fQellalI21u0JLGfcFPTNFS0vtLizZVsHZefJqvw6fDa2OgMY0C4qy4IGX086c/8rX+PNtY2B3ebDvWB2rJfrGPdeipDmLtWP5j3MlW+zl/ypEishawpRXAmDLMgHgtbvH49OjlwLWy2AbI12nwZNzR6Oh1YEmmwsJajkuNtnw6LuHsGHu6JDAeJFRjw23ju7WDLDebF8CbVUAs/OxckdlgM3ENID420c/YeWMXNS1OJBAuqMEERVi2nm2Zs0aPPbYYygsLERaWhokIjX/RPvwX1zMVie0ShlkUglrCHBpYIUrVK9VXklxF9MYelAyHLlpidg4rwAVZxrxxtc1ePDGEahrdWD9raPw6LuHsGlvNbtJnzhEj2Gp8ahr9WmdMc68i002vFIeqosE+AwWiQQYm5kMAAE6ZVc6cLZg4dYDeHLuaMFIX3ArcH9nmf/rfOVsBZk6fHDoAmdr8guNNtaISdQocLn1ip6bmFOuyepERU1DiHaVVimDXCrBIzNG4lyDNaBktnBwMq+B2l7DJxLHUXvak/cU2mu8dcTgjFPKcNOoNJRMzILD7UG/eBWUcikumG3wer0w9osPaAwQDHOPcf1WPmHmUCeWf6fLHYsmsg1JFDIp+3qwA7xfggrjBqfgjpe/Yo/DOuGChIqXbqvAyhkjebM1TUY9nG4Pfv8/3/FeF6VcGlBSsu6WfCzfXhkwP4uNBtx7nREz2gSntUoZVs7MxdhMHU7UtbLPvHSdButm56P6Ugt7LkJjS1TLQ54njEPT4nCz2Q9iz9fu0o8hCILoKEJrfUccHULr5UQBsX0mWz+pLdjDG1AxGnzlkxzrmEouRVqSGilaJfonquFye/D6V6fZdYVZ0/yzvD49egnz/unL8ip99YDPWda2Xmcma+F0e1nHFoP/cZgsuH4JKtz+jy9x9eBkWJ1uuFxefokTox6V58wAQjPMZVIJtpSdZP/NZWMEZzxrlTKsmDESrywYhzXvcuusLdteiU3zCro1A6w325cA4HC7MSYzmbWZmH0E0wDioRs9SNDIRUt/CYIIj5h2nr344ot49dVXcdddd3X3UHo94S4ukZQLmS0OfFdzpQxLLGPqzGXrlQ51RgPmm7Jwy3PlsDjcmJRjwBNzRmH5TSPhAfDozqoAY8h/DK12F0pM2fAiVM9h5axcnKxrhUImxcAkNbbdcy12V15gO3BqlTLsWlKEjfMK8M99JzDfFBrp49I18neW+b7H141PJZPi5tHpeCyoxXixUY9FU3KwcOuBEAdGsfGK+PqkHAPiVHL8bLaxfwunG1+wdpV/yax/B6biHAN2Ly1ms/e46Ej2VG+P+oVLe4y3jlz3uhYHlr1Tyf7uf/voaOBcyDFg8/xCLNz6Tej9l2NAZooWH983mfO3arI5RR24GqWMLTNePNXI3q/+DjYAmDqiH3432Rjw2eD3PH/nWLYxx4AkDadWCzMnP/mpVmDjYMAFsw1LtlWgcHAynpgzCk/u+ZEtPWWc50cvNqN06wEAwAM3DMOU4f1xwWzFuUZbgLN5w9zRaLQ62A0Oc635xrav+hKbYedv4Ja+egCFg5MFtQr9n689tYMYQRCEGO11dPCtl8VtUgVC1Fy2IE4lD2goE3AMowHLbhqBp//1E4DQNao4x4CnbxuD/olqmC0OrH73UIANyry/yKjHAzeMYJ1mDBaHG2cbfPbv4qlG/M+XpzEuKyUk2MIcx2TUoyAzGT/UNODBG0di5YyRmDDUgCf3HMGItEQsnZoTUj5qarM5bU43Gzjzt8ktDjc7pmIOGyM449nfpuyfqObVB97XFtAZmhpPtmAn0WJzCWa9X251IkOnRotIcwGCIMIjpp1nDocDEydO7O5hEG1EWi5U1+LA2l2H2RR3sQ13RooGz985Fiq5lI2m+Xf8W/PeIV+p1P/9wC7UTCSuIEOHIxea0Gp3weP1BmSUKeVSpGiV+OFsI+uMYyJmLrcXE4YYcP3I/vB4gCMXzDjXYME/Pj+BfdX1+PLEZTbSx0QED54NLAcrNurx6M35ON9gxX8sNsHh8uD4pRao5DJ8U9OAs9+fxepZeahttsNsdSIjRYOPj9TC5nSjIFMXstFeNSsPu6su4PW7x0Mll6LB4oDV6cbUEf2w98dLnOVvzGf9nXr+kUW+ktl9x+qwamcVNrYdjw8+JxggLlre26N+nUl7nY+Mg0XodweAlTNzseydSvbvjGMujUM3i8mIcnm80GmVeGJOPmfb+uIcA76raWS/g+9+LTYasPymkWiyugTPZVCyBpvnF6LiTCMe+L8fcNeEwXjoxhEAfOWlCpkUn/5Uy973m+cXshpqV75Lj/mmLLz21Wk2I3PZdl/zDX+j89WScThvtuH5O8YiTafGul2H8ecPjwYcZ8ciE07Wt+J0fSsG6TTsRoQrI8E/a27jvIKQTAKGz4/VodHixIqdVaLP177QQYwgCCJSgtfLOJUc35xuEO1ICCCkoQxjr2mVMiSo5DhwugEP3zgSTpcnsDwux4C1s/OhbrNv61oc+OhILfYfr0dpUTZ+UzQEyXEKxKnksDk9sDjc+P8WjseXJ+rg8niRn54Eu8uDzBQtFk81orCtQc012SlYNGUob/D2ja9OY74pG7/+xxe4OlOHIf3ice8UI/7276OYe9VANvPcP1CzcOsBFGTqcM+kIXB5vMhI0eClu65GZrIGEolPOiVRLUeCSh5iAwRnPPvbFneOHyx4bZmADtmCnYPYmp8cp4Db6wX12iSI6BDTzrO7774br7/+OlauXNndQ+nzmC0OXDDbIioXarI52Q3lbycPQaZey6u3ZTLq8eGhi9hSdhIrZoxEkkaBp28bA7VChu9qGvDG1zX49TWZOFXXGuA4e+6OsbhgtgLwbaTPN9qgUkjx6oJrcKbBAolEggFJaqzffYTVZ/KPmPl3JTIZ9VgyJQcJGhn7HcERRq1ShncXm/D/Sq/BpRY7q6303CfH8Ifrh2H59soAQ6fIqMfKmXkoffUAFk0xonBwMhosTvz9o2MBKfiMgVN5zgypVIJvTl7G3/59LGBsq2bmAfB172Q26fdeZ4RUKoHF4cZ3NQ0hGk9MZFGoZDbcUq9gw4dEy7uG9hicjINFsFT6WB1WzczFx/dN5nWIxqvkUMqlcHu8WL2zKkhTIzR7raitgcdNz+4LcGw73V4smz4SWqUMdc12aFU+rZTb//El/jRtmKDg7b8OXwzJnvSfG8U5Bjx2cx5GpiVCLpXg61OXcXVWckCGl78z3u7ysBmZC0zZbAc2l8eLTL0WL5edAABUlIV2tN1XXY81uw6hoG2DU5xjwLv3mnC8LZvVv3Mwkx3AXH+xzNtWhyus52tf6CBGEATRHvzXy+O1LVj2TmVA9jMDsz5NGKKH2+NFiSkbjRYnkrRKtDrcAU2X/jgtB/3iVTjfaMV9/zEcD06XoMHihMvtxc9mK3b+cA7fnmrAhrmj0WL3OYoYnc+r70iGxeHGUx/+FJL9vXpWLo5faoVaIcPHP15EZrIGA3RqvHHPtUhQy+H1Ar8pGoLfFA+BVCpBslYBl9sLs8WJpdcPY9e0fdX18ABYOzsfa28ZBavDHRAUY85147wC2F0eZBvi4PV68clPtchNS8K63UcCxsZlxwVnPPvbFmKBcQrodC4quRTr54xCaqKK7STL2CJXZyYDXsDtASwO4UAlQRDhEdPOM5vNhn/84x/46KOPMHr0aCgUgQ/gv/71r900sr4F4ySZd02m4PsaLA5U1DRcyUDyE8jOS0/C+t1HMH9iFjxe7kjaw28fxJaScXhu77EQp9bL88fh2Y+P4pdXZ7B//+3kIVArpHi/8gLKq+vZzfU/9h4PMVLmT8zClycu+/QlBBoXAGCzWriwONyoa3HA4nDj0PkmtoRr/a2j8PA7lZyaD4/tOoRFU4y4blg/pOk0OF7bwh4r2LGxeKoRjwY5KZixPbbrEEpN2bhz/GDWKRCvlgdk6DEwxlK2IQ7/+9sJEFMLjLTUi0TLYxvGwSLqsLG7cFWb/h/A7RAtbtPl+ramMeCzvswuL96451qcbbCy3SgvNftKjPk66y4wZaPkVV8EnCmR2TivAPB6Q5xzq2blYvZz5QDEsicPYUwmv6Pw+TvHsnPEPyNTq5Th8HmfBsx/5PbH6p1VKKuuxwJTdljdSPcdq8Pq964405jOwW98XYO7i4eg9NUD7OfEWsqLZUf4R+97ewcxgiCIjsI4fIKzn/k6vxfnGLB+zig8+l5g1+j89CTerGHAl+38t38fw8NvH8Ta2fns30uLsnHBbGVtVH/2HavD6nd9awfTqfP5T6rx4NtXnF4mox6P3DQSXnhRc9kKl9vLOkWevm1MgN1XXl0Pq9MNfZxP95dBqMv9kilGSCRARdDazmXHBWc8+9sWQlIiHQnoRKKv3JfxeL3YXXk+pMnS5vmFbSXLXlhdbug0dO0IIhrEtPPs4MGDuOqqqwAAVVVVAa9R84Cuwd9JUjIxS/i9VidrYDAaZdNGpmJ4WiK76fUvg7S7PNBpFMhI1qDB4sDbv5uIFUEdYwCmG+dPePDGEfDCy5ZJTRmeiif3/Mgu2PdMGoJXeTbXHq+XzTYRysYpr66H2K3Vandh4dZvWL2wOKUM9RZ+Ee/y6no8OiuPTYM3xCt5M22EhG2ZTbu/Ebf+1lG4enBywLG4jKXN8wsFzynSyCCJlsc2jIPlVF2r4Pv8f3c+hygT1WbmT/Bry6QSDO+fwJaTNttcog5q/2Pdfk0mFm79pq27mJ11DF9ssuFcg5UtbRZrOFJiyuI9T67OuFqlDIlqOf44bRhqm+yQSiQYk5mMb2saRZ2O/q/7O9PKq+shlfgarajlUry3uIjN6otXywUzxsSca/6/FWkJEgTRm4mG44Rx+ASX1KfEKfHXf/3EaSsy5fwfHall/x7uevD5sTo43B72OV+QoQMATqcS8/dSU7ZvPfykmnO9XL/7R5SYsvCn//2BzWh+dl4B5ByGarPN1w30kRkj2b+JrcUzRqVxru3BdlxwxrP/msonzdCRgA5VNoSH2eLAyh3cAXcpJLh2aAp+MbI/LHYXBtF1I4ioENPOs08++aS7h9Dn8XeShCNUz/D5sTos316J9beOwul6C7swc2VbfXzfZIzOSMbx2hZ+0dHqOpQ02/Bq+Um2VAy4slBrlTL8YmRqgBi+P/4bXDFDqMHiFOyax5znvmN1WLmzCstvGonzjVbBYzbbAtOl751i5MzAExO29R/7pBwDpgzrh+uG9cOnRy8hNcGXst0/UY2ffm4KiCZGOzJIouXRpTMirOk6DWRSCa+jNvh3F3KIBnfm8sfh8iA3PYk9DwC4Ia9/WJlbzP/7Cyb7s6VkHBaEOW/54OqMq1XIsKVkHNbvPhISreXbmPjD5Yxj2HesDi02F/qnxof8hkIZY1qlLKJyTNKPIQiiNxItx4m/w8ff9tw8v1BQ4D44UBz8vPeXJPDXK9tSdhKtdhf7nA9nzbK7PKKBod9dN5TV6iyvrocEYNdFf+RSCT4/VofpNY3sui8WLC41ZaN/oprzdX87jgnIMb+Lv00Z7JwEgMwULVITVCFNB4LtHACcf6PKhvCoa3EI7psenD4crTYXElQxvd0niB5Fj5lNZ8+ehUQiwcCBA7t7KH0KfydJuEL1DJ8fq4PN6YFaIayHwCzQYg4ZOyvUKsGKGSNhsV9JWS8tykZtk13084C4PoPL7cXKmXlYs+uQ6HnuO1aHy60OweMBPmOLoa7FgdJXD4TonVWcaRQt3RpiiMOORRMDMk3ON1qx++CFAIF0xgnAaKBFOzJIouXRozMjrP0T1XgyzBK/cOYfF8xv7X8ez985NuxjCc1Lm9ON+9/6AaVF2chIEb4WqYmqEAcxX2dctVKK5/Ye44zWAkCpKTvsQAHX2Pmcx2IZY1SOSRBEXyaakhB8Je5iBK91/o4ioTLIZ+cVIFGjYJ/zF8w2nBMJrKrkUlEnm9nqxGtfnWYzxMqq61FaNCTgPcVGA8rabMC1uw7j/SVFWLGzKqIs6mCC7bg4pYxtRKBSSDF7TDoee+8Q9vl1FDUZ9VgyNSfEccYpCZFjwL1TjCh99UrX+Uk5Bjw2Ox/fnm7gHBNVNgQiZrfVNtmRpY+Dy+OBuU3TjyCIjhHTzjOPx4N169bhL3/5C1pafDpRCQkJ+NOf/oRHHnkEUqmwE4ToOP5OEq5uctmGOLxfeSFEqJ6h2eZEkkidPbNAizlkmA3qvuo6/OH6HGiVV25fJj1eCKYsSiyD7qLZhspzjSjITEapKRtapRwWhwsVZxo5z9NsdeLwhSbBY/pnlDGNFLiigYunGgUzhdKS1Nztw6sD3x9cHuf/2z1y00g4XJ4OlXqRaHl06ArtuHBL/MKdf/4Ut/3Wwech5qD2f10ll3I6pJjX/OdKsdEQcq8Dvjn28ZFads463B4MStag6qw5pDPuyll5aLY5eaO15dX1WFg0hI3sh+OMCx67kPNYKGOMyjEJgujLRFsSguuZ6vYI9x0MLqFngo8SAFdlJvOWQUoA/OVXVwEAO8ZwKjbE7FeVXBqS/W1zXrFDi416LCjKwuLXfeuSxeFGg8WBcVkpyDLEiR6bCy47rq7FwTYieLVkHHZXXcADN47AA23fKZdKUFZdh9JXD+C9xUXsNeCVhAiSVAF8v/HKnVWcpaQMVNlwBTG7DQCcHg+kEsAlct8TBBEeMe08e+SRR7B582Zs2LABJpMJXq8X5eXlePTRR2Gz2fD444939xB7PcFOEv+N7KS2Ft18CxwAdvMXjqNF6H3BG9TaZjuOXqxjN9N2l0fQgVVsNMDmcmNLyThoFFLMLRiIVe8GisIyEbM4pQx/++hntjunf5koFyq5lDezq9howOqb8+DxemC2+Iw+ocVuS9lJ7FhkCsl648s+iaTUjvnt5lw1kC2zay8kWh4duko7LpwSP6H5V2w0BIgQA775submPCRplb6Sa7/PhVvibTLqUdtk48xcDZ7zh8+b8acbhsMD7oYjwY5trVKGN+65lu0wxmR33vJcOZ6+bYzgtfDPeLv3OiMUciniVXJ8X9MY5Iwz4P4bhmPh1iuNAYI3HZGW5FI5JkEQfZXOkIQIfqaaLQ5Bm3SwXhti9775dQ2enDsazTYXr81bVl3vK9lPvPK91w3rh+w2BxbfulVaFF6ms3+WWLYhDs/fOZZd1xa/Hrz+ydE/UY3vaxoEZUhqm+zwItCpUsxjxzG/jVYpQ5pOjX+WhXaFZ4JO/r9TpJIQYhrLVNlwBSENZebeSdIoYEhQotUuXNlCEER4xLTzbOvWrXj55Zdx8803s38bM2YMBg4ciEWLFpHzrAsQc5KEo9MTrqOF731c2R5Zei1GDEjAL8cOwvLtlYIOLJNRj8dm5+FobQvkUuDrU5eRodPg0Vl5sDrdsDrciFfLoVXK4HB7MO8fX2LD3NGwuzwor64XdAQUGw2oONPImZWnkkvRL0GFmzeVweJws6V4Qk6KgkwdPjh0gc2gYZoqDE2N59SliLTULppZYZQl03FiSTtOcP4VZaHynBmb5xcGOKIYgs8jnBLvYqMBK2flwuFy46//Phpg+BfnGLBixkj8bLZj8VQjDp83447xg7Hk9e/w6M15WD59JFrtLiSoFTDbHCEbBwC4enAy/nX4IudGRywzLiPFd28naRT49OglbCk7Ca3Sp5P2z/8qhNnqZK/BMx8fxYa5o7F0WwWuHpyMJ+aMYucAiR4TQgzMyMT5s2e6exgEETN0hSSEmE2aJmDbVNRwlxMyBK/ZaToNtEoZHr8lH812F6wONxLUClTUNATIamyZPw5SiSQkoOtv+6YmqNjmTxIJ0GhxYN37R0LWPpNRjz2HfsYvRqbi1y99iU13FACQhEh7LJmaA0OCEg6nB+8tMcFidyNe5bOF/aVGAJ/DUaPw/a20KBvrdh0WbAjk/zu1VxKCC6psCCRJq8RjN+dhxc4qXltrxqg0yCHhrA4iCCJyYtp5dvnyZYwYMSLk7yNGjMDly5e7YUR9k47q9JgtDticbqyYmQuP1wuL3e2LhHA4WtJ1Gqy/dRQutThQ3+LTMAsul5yUY8BAnYb97MZ5BWi0OHH14GROB9bFJhtO11sQr5JDIZNg5qh0PPpuFe5762DAeDfMHQ23x4u6FkfAcRLUctw8Oh1rdx0KERd/8Mbh+PHnZtapoFbI2Fbi1w5JwZ3jB7OZL2qFDJ8dvYTrcgxYNMUIN0fDAK4MGsDXVIGJZjKZLC12JzRBBk4w/k6CzsgKoyyZjhFr2nHBc12rlOPbmga2HMRfJNk0VI+4NhHa4PMIdibHq+SQSSXQKmVosbvw/J1jkRKnxIYPjrAdeP/z2izEKWVwe7zYf6Iec57fD4vDjWKjAX+6YTiWvP4dVt+chy1BJTPFOQZsumNsiG7KE3NG4dH3DoWco1YpQ5xKLhitrTrbhH6JKvzXlq/ZY5YWZQd09/XH6fJg+6KJsLs8qK5tQavDDa1CijXvHSLRY4KX82fP4Ncv7Q/rvW/+dmInj4Ygup7gzNx4tRzTRqbi337dLhna4zjhy/wVs2v5bJv2rNnMsc43WrH6oyrcMX4wAATYhjqtHEumGvG7yUMDgjOMPVhsNODoxWYs317FHrfYaGArI5h1yt+OHD4gARaHG4tfr8A9k4bgD9fnwOXxso4xr9eLv314FPffOByrgjo2MtpjZqsDGoXPDqhttsFk1Is2Ibj3OmPA79QeSYhByZqQIHNxjq+So75NZ5jWTx9KqQRLphrx8PQRaLG5kaCW42KTDQ+9fRBjM3WIU8rg9XiRoI7pLT9B9BhieiaNGTMGmzZtwrPPPhvw902bNmHMGOGym75MZ3Tua69Oj1DmRfDxzBYHGi1OrNhRiW9rGllRVrHyRWZsjDB6sIjrgzeMQEOrA2arEwN1Gnx9sh7f+nWiBK5saP982xh2wWaOw2S+jMlMRomfU67qvBlWpxvvfn8uxKn2SkkhkuNUWPPeoZAyznFZKXA4PSg1ZeM3RUNgcboxKFmDfx2+yOk40ypl8Hi9OF7bggaLA063B+XH66GQSdAvPlQknf2uHAOM/eJDGgwQsUMsascFz/V4tRx7h+rx62syQ0SShbIp/QWECzKT2c9NHdEPd44fjLoWB0omZuO+acPhdHugkktw6FwTsvvFo2ioATfk9gcgwd6fLmLTx8ewuWQc1gbNJ8BX4gGvF2/ccy3ONlih0ygwWK9FvEqOu4uHwOp0B3Tl3Ty/EC9/fhzzJ2aFdLwtzjHgsZvzYHO5MfeFLwD45n9Bhg5xSjnGZiajIDMZW8pOBszTfdX1qGtx4M6Xvwo41vyJWdh/4nLInCbRY4Ig+jp89uG6W/IBIMCB1p7gn1jmL3MsiQRwe7y40GTD0doWxLUFWHQaRcj3dWTNTtdpsGJGLk7WtWJkWiLkMgkaLE4ka5T484c/YXSGDtPz0vDip9UBNmVxjgH3XmdEqZ88AIC2TDIvdi8tQl2Lz8b1d7gpZT6nlMXhxt8/OhbSjX7z/EJkp8ZjxY6qkHX182N1eGRHJbt2m4x6LCzKxuiBOni8wtpZSrk04LqJSbJUnjOz66zd5UGyVgGdVsnuKxqtDtidHuw/UY9ZGwMrOSiDG3BLJHhub9A9Y9TjuTvGwpCgQl2LDYZ4NWQe4S7iBEGER0w7z5566inMmDEDH330ESZMmACJRIL9+/fjzJkz2L17d3cPLybprjIhLudaJGLozLhLJmaxCwBXFpmxXzzSeM7Dv8PRibpWqBUyGOKV+PtHR1n9MiC0E6X/uFpsrpBMui1lJ7F5fiGe/+R4gOPgiTn52Pgxd8e+maPS8P7e6tCNfnUdVr9bhYLMZPxQ04g/3TAc9289gCfnjuaM5DGdnZiORv7nsHpmHu542Vdiynyv/+trZ+djsCEOgxHHOlRP1LVGzaFKdJyeoB2XrtNg3ZxRuP9/v+c0sBmn82Oz87FyZ5Vg2YlWKcMd4wfj1fKTAffz1BH9sHJmLt794XzIfb54ihGjB+rgdLsFWrLXo6TZjkWvfQfgih5jcFfbQckaPLXnR5RV12N/W8Yb81qSRoFEtRzr3j+MkelJuHZICu4YP5i3q1rw88NsDSxN4RJD9odEjwmiHUjlkEjC2wSmD8rAuTM1nTwgoj0I2YcrdlThz7eNwcPTXe2WhAjH/mx1uLFqZxXuGJ+JV8pOhqw9S6bmYHCKNsDm7OiafdniQMmrgU6wV0vGYV7bWvPSZydQWpSNkjYdsNREFeKVcsxocxoFs6+6Hk63FzKpJESbN9xmBcz6pFXKArLLGRt6S5kviC0FcO1QPaYM7y94jvFBGU5816w4x4DFU4ywONx4uewEb2DuUcrg5sVsceCRdw6G2Eb7qusBiQRP3JIPrVKOFrsroHEZQRDtJ6adZ5MnT8bRo0fx3HPP4ccff4TX68Wtt96KRYsWIT09vbuHF3N0Ree+SAhXDN1scWDVziqMydChX4IKz985NqD80d9g2LFoIgaDv3tQklaJE3WtWPTad1g81YiKmgZBXYbgTW2zzYmhqfHYOK8A9a0OuD1euDxe1LXY8cdpw/DAjcNhc7rRbHMhSaMISKH3JzVRjTKBbn6lJt93e+HFlpJx+OSnWk4jp7Qom7ez09pdh3D7NZmcTsaKM41osjoAxJHuUozTE7TjWmwuXsfV58fqcLy2BXf/v298Rn+b0G9qogofH6kNcDLx3c+56UlYuaMqZM4w75s5Kh1pSaGaf/7466Z8fqwOrQ5XQIMTrVKG/1d6DfsdXB1v31tiwsc/XsIXJy7jjXuu5SzT5Ht+cJWecIkhM5DoMUG0A4+LSl17AWL2YYvNhaGp8Z12/NpmOx7bdRhjMnTYUnaSf+0ZnY6b8gewtipT1bFyZi6UMinMVgfiVL5y01a7CxU1DYIByiSNIiDLSq2QoV+CCk98cIT9zuBgzcoZuYJ6VWarE8kc3xWO9ijTPIcJ1AYHi4r9gkX7quvx4PQRuNhkRZFRz2njFhn1nGPhs3PsLg/+JBCYWzs7v0uaKvVUapvt/EHFY3W4bHFCp1GgttmOJG1Mb/kJoscQ8zMpPT2dGgOESVd17guXcMXQ61sduJ2jJIwrw0OtlLFdK/lg9BXEdBm4NrXMhjZJq0Srwx3idDIZ9Vg1MxclrxzAX37FXzosJoDKvF5WXY/f21zweoEFpuwQwdiJQ/S857Cvuh4lpmxOJwAAzLlqYMw5VAluYl07TmwuN1qdIfehyajHNdkpAZHsjBQt57061q+sM5jy6nosLBoCt0ib9WDnVXDnzWfnFYRkhwXTYnOzn61rcXBG7Jkx+T8/gjuD+sP1LCDRY4Ig+jKd3SxH7Phmq5Pt6ihmJ9a3OjjtQSYIKQFw/1s/hBWgVMqkqKhpCPjO95cUCa41wiufb33j6rrIaI+umDESy28aidP1lhAtNWbd5Ats7auuhwdXgkW1TXb8+HMTVs7Mw9pdhwIcaEVGPdbPGQW1XIrjtS1XdOxUPsei2er7d7YhjrV3jte2CAbmWh0uwXOvb3UAl1r6bDVFo4hNY3d5YHX5dNDkUuFGSQRBhEfMO8+I8GmPMRINfTS+Y3CJhPqnhTs9Xhy/1AKpBLzZVcCVRdtk1GPXwQs4eKZRMGuK0VcI14HF4L+h5XM6lVfXY92uIygtyka/eBXvscW6+fm/brY6MWpgEt74ugZP3zYGLbYrpQpmq0PwOHww5xJrDlWiZ9Iewd+KmkasnpmHNbsOYdPeamiVMrz4n1dzfl4uUk4Q39aYYP2cfKzl6S4W7LxK0ihYnRVmY7CwaIjg9+i0V87T5hTuTKVVyrGlZBwumm0YkKTGva9/x/m+JE3gtYulklyCIIjuoLOb5YgdnxHND8dOdHu8gkHI6aPSwgpQmi0OLNteGWLrMgL4fLTaXdg8vxASiSSkIqPYaIBGIYPN5cHjs/OxbEfg8QsydUhNVOPfhy/i29MNIeOsONOIojCaAPgHi0YMSMSdL3+JTXeMxYoZuWiyuZColiMlTgmXx4vF2yoCvqfIqEeJXzMsf8ei2L5FrENks82JX730RZ+tpogTaRqmUUoBr+9+t4jYNARBhAc5z3oRkRoj4ZbzCTnYhI7BOLG+Od2A0qJsjM1MhlYhgwde7D9ezxoAr989XjTDI7gTpVDWFKOvcKquVfB6CHWiFHI67auuw8PTR0Auk4SUWjLOwbQkNYqNhoDW4AzBG31mHI/Nzkf/RDXbVRPwReWE6J+oDhiDVinDypm5GJupw4m6VqjkUiyeagwpf2Ug3aXejdDcjcRxHq8W7k7JlXVVWpSNtbt8Av9M5hef5kZynPCzS6OUYsbGMhQbDdgyfxxKtx4I6C62sCgblefMeLVkHJK0CihlUjTZnFgxIxff1jQgLVGNLWUnYYhX8pabFBv1+NlsZeeTmAPc4nBh4dZvUGw0YPFUI+d7TEY9bE43Ns8vBABkpmiRmqAixxlBEH2azm6WI3b8OKVv+xNOoNPt8QoGIR+4cXiI3AgAjM7QsRq8iRoF5BIJvj3dEHIMl0hWdZxKjla7GwdOX8bh82a2IqMgU4f5pizM2FiGsZk6PD5nFOaOHRQi4bF0WwVMQ31ZYcu3V7I2eUGGDhIJMGt0Guwuj8/B0rauBuufpSao8MScfFSdNyMnNQG5aYnIStFCo5RBIfPZEVanGyu2V4XYvWVt2XP3TBoCl8eLggwdjlxoQqvdhRStMuB7g/EPggXjb3v01WqKOKVcUNfO6wW8AOweN5qsTtHKHYIgxCHnWS8iEmMk3HI+IedYnFImeown547G6csWbNx7jLckUyztOE4lR0FmMus40ypluDorGZdbHTjXaEWrww2dRhGwKU3XaSCTSng3/NNGpmJYajx2Ly1iP6/1i+CIRcOabC7otHI8OisPtc12mK1OxCnlSNIq8PSHP7JaEx54ebUmmH9XnGnE7DHpnI0QhH7TIqMeXq8Xt4wZiIenj4DT5UFKnAord1Rh2TuVnNc62EAh3aXeidniwM9NNpxtsAZEqwsHJ+PJuaPhBTjn9RNzRsHh9rDlFYY4JSuqzNedcv7ELPZ+9sc/ks1kfhVkJnMaei63V9AAdHu8rE5Mq8OFt38/EQ6XB2qlFB63F802F8Znp0CtkOPPH/6IippG1vBPTVBhgE6NTXcU4O8fHUVpUTYkkAQY+CajHvdOyYHd5cbdRUPYDVU4DvB91XWABFg5Mzdk3i0wZWPJtgr2uvM1OyEIgugL+AdtmODG2l2HWdskWpm5YsL+WqUMk3IMqDjTiGKjnrN00GTU43KrIyAjmYszl61ssxpTW5dDL7zYXBakH5Zj4LTFvqtpEBxDRU0DzpttqKhpwAJTNt74qgZv3HNtQIf2sup6PLK9Ek/OHY3Pj9UhNUEFu8uDqzOTUVRiQEqcAvWtdqy7JR8erxdfHPd9l83pwblGGy422fDcHWPZDGpu/TMDFhRlYWCbflmrwx2QZbZ5fiHnegn4AuEPTx+BDR/8GNIYYEvJOJS+eiDEPp2UY0Bqgorzdwy2pYG+WU2h0yqwZGoOgFBdu8VTcnx6ykMN0MuViFPJ+9z1Ifo20aiu44KcZ72ISLoAhVPOB4RusJnXH377IFbOzBU9hiFeiec4uk76l2SKRf60ShnGZiYDRcAbX9fgz78cA7VCihU7q0I28k/6Zc31T1Rj/ZxRWLa9MmCc149MxYqZuVi+o4o3604si8/udONcowuvll8Rmg1uUOAv5A8A+jgVPvrxirHDLP5vfl2D1CJuUfEkrRJPzBmFh985GJAtY2pLg3/mo2O4e1I29v5Yi5vy03zdDoOMFz6Bc9Jd6p2cb7Tiof87GOIcYoz2T49ewu6DF0Luk8+P1eHhdw7iKj/9sfW3jmLfu/94fUBjCp1GgSxDHFbvrBItrWAcaRU1jZwCxnanGwva5gmXs1khk4ToxBTnGHDvdUNRuvUbWBxudv4x3xFs+L9+93js/fESxmToMH3UAJSYsgKi86VbD6AgU4eJQ/VY+oth2PTxUcw3ZYk6wAGfMO/qWbn47P7r0OpwodXhRqJaDqlEgl1LiqDvo3osBEEQDHzB2N1Li9HUJrwfzWY5Ys14NswdjdU7q7CgKBvgCKgsnZqDAYlqnGu0Cn6Pvw1bXl2PGaPSsLvyQqh+GE8H5i1lJ7HjXhPWvHeId63ZOK+A/UxBZjIuNdtDyizLquvRbHeFrO/FRj1WzszDz012yKVSNNuc2BU0Pqaz9W8nD4HT7eXRP6uDF1785VdXAQjdH4iVwNY22TkbA3gRGnzy37ckacH+jvWtvt/SX7fNn75WTZGkVWJAogozRqUFZBxebLLB5nTjpc9O4Ia8AbC5PFDIpH3u+hB9l85slhfzzjOXy4VPP/0Ux48fxx133IGEhAScP38eiYmJiI9vfyee3kq4nfvC0UfzeIVT1cUyxpiHtFAkqtSULdpO+1+HL7KaZy/PH4ejPzdh5w/nOQ2T4Ky5R987hDEZOpRM9G2UkzQKpCaq8Mj2ypDSLf+MObEyNbc31LgI1owIFlD/4A/FmDhEj9y0RHbD/ubXNXhsdr6gsehwe3BVZjIWcKTiWxxuzBufifz0JMHSgmDNio5EdzvLk090HDajVMCBmpqg4p2TZdX1rBMLQMB7uRpTfHzfZKyZnQ+7K9RhPzD5yuLEGNWMgHFwd9h+CWq8vPsICjKTQ0pO3vjqNKaO7C+6EWHm3+KpRk7Dn3le5acnYeHWbzjPv7y6HvdNG4Y/f+jrsrn/xGV2rFqlHBaHi9No1yplkEgkWLGT2yFP84MgiL6MULXDqp1VnVZuJ9SMJ12nwdO3jUF9qwOrZuXC7fVlMccpZdAoZLjUYsfyHZW8GdMAt2xB/zC6rftjcbhR32LnXP+YtYZZQ5nP8zmqzjVYQ9b3fdX1WLPrEAoyk5GWpMbGT/gD2o/cNBIXzDZWp9S/dJMpS221u9BiQ8BvaYhXYmi/OGyeXxjwXj7JkIDxHavDqpm5+Pi+ybz7FvZ3rG3Br176gvdYfbGawstR9XvebMO694+gIFMHpUyKuhY7tEp5n7w+RN+js5vlxbTz7PTp07jxxhtRU1MDu92OadOmISEhAU899RRsNhtefPHF7h5iTBJO5z6xzCqNUoaayxbB94gJVSaoFaJOOrvLw5Y4Sjkif/4ZHuXV9ZDiJzxw43A8+HYl5/G4suY+OlIb8J7X7h7Pa9h8fqwOPzfZ8OzHx7ByRi7W7DoUUAIG+Awju8sdYnyIRd1a7S7kpSeyjs05Vw2EoSgbSVolLjbZ0GBxoNnmQoJKDqkEkMuk0McpYbY6eYVcme9VyaWwiHQlStIosGPRRF6Hajh0pief6DhCGaViRjeD/+ti7222OTE0NZ7TYQ+ALTn2j8xzOeHe+M143D7+SsddxmifMESPycP6ocXm4tTu89+IMGPlEz5mxiB2Th4vUGrKxp3jB7MbgCVtkX8+p1tpUTYe3VkVUnbTV3VYCIIg/OlI86LODNgF28tmiwO1zXacqGtFaqIa5dX1vBnTxUYD5ptCZQvE1phgTEY9krRKQTvPfw1lbL5I8F8rhTSGPV6fjhajUxqcwW0y6jGnYCBa7Fdse0O8Eq/dfS3W7ToUsAb6Z7xfnanj7UgN+OzjqzKTRc+js7XyeiKXWx1IS9Lggtnatj/xYGxmMtJnqJGWpEFDq8PXgMziQEYy2elE76ezm+XFtPPsD3/4AwoLC/HDDz9Ar9ezf58zZw7uvvvusI/zwgsv4IUXXsCpU6cAAHl5eVi1ahWmT5/OvufIkSN46KGH8Nlnn8Hj8SAvLw//+7//i8zMzKidTywhtgB9V9OI1AT+bpKAb4Ht6CLmc/q48fpXp1FiykKJKatNHJU7w2NfdR0ewHDBY7IZbzwTxyySMXe2wYo5YwehpsGCa7JTsHZ2PlbvrAowIBgB8OBzESJeJUddq6+UdWjqlazJmvpWLA/KhGMch+t3H8H9Nwifr0ouxaBkjWgb6mRt4PdGSmd78omOE46zOpJOsGLvZaKYfA57poxcKLu0yKhHWVsDkdKibPymaAgGJmvw2HuHeHUS/Z8JzEZFzDnGjEGtEHb6axUy3Pbilcg2872V58y85zBxiJ5349MXdVgIgiD8aU83eKBrA3bB3/X8nWMB8GdMp8QpcefLX4VkVomtmwOTNWyGFpNh5nC5w85uS9Io8MUJjqY3OQakxCmxpWQcZ9aX3eWBxS6cBdZid6HV4WJ1Srky1B599xDWzc5n//bk3NF4bNch3my2lTNG4uqsFNzyXDnv94abERWJPE1fQauSwWxzYnflhYB9RLFRjwVF2dCqZFDLpVAnqfvk9SH6Hu1db8Ilpp1nZWVlKC8vh1IZONkHDx6Mc+fOhX2cQYMGYcOGDTAafR3Rtm7ditmzZ6OiogJ5eXk4fvw4ioqKsHDhQqxZswZJSUk4cuQI1Gp1VM+nO+CL2AktQI/NzsdNz+5DaVE272I+KccAnVYR1iIm1Cmn8pwZT8zJx6hBSTjbYIVKLoPb4+XN8ADEW1fHqeS4bOFv/R1OxO6V8pN46MYR+N7txaqdVbyZav4IOQiKjQbsOfQz/v7RsQDD72KTjbN1OfPvgsxkfFfTKFhCWttsR+FgX8SuMyNyne3JJzqOWEapSi5FbbM9rO5VgMg9HcY9xZSR17c6MKdgINbvPoIRaYlsGUiyVoE4lZwVC2bKLv9ZdkJQJ9HfUcXMZ2asKrmUs9yk8lwjFhZlQ6uU8XbcLDLqoQh6PjDfe012ChaYsiGVSEI2cmLPFNIZIQiiLxNpN3ggvIAdgKhkpXF9l1jG9Ot3j+e0Ry822XgbAEzKMSBZq8QT7x8JWIML26Q5AG7dTya7rcioR0ayBlvOmwOOW2TUY/7ELNaZxxVsUsmlkMu4O14zyKUSVJxpxASBgNC+Y3VwuD2sHZGaqBLMZls5MxdKqQRXD07mtCEjtU/DlafpK8Qr5fjZbMMCUzbu8MuY31J2Et6yk3hizihYnC5IEVm2IkH0VNqz3kRCTDvPPB4P3O7Qhens2bNISEgI+zizZs0K+Pfjjz+OF154AV9++SXy8vLwyCOP4KabbsJTTz3FvmfIkCHtH3iMIBax41uATtW3wuJws+WUQFCqeoBzzIG1s/PR6nDB4nD7NMX8ul7yOemKcwx49OY8wOvF6ncPYfn2Kva11+8eL3hearlMcEP/zekGwaw5X3cl4S565dX1cLg8mDg01IBgunK+dvd4mK1OdqF64+sabJg7GhKAI/qThcWv+4wff8OvodUhaHSUtnXr27202NcMIKjb0JKpOchK0QYI4HZWRK6zPflExxHKKGUcrVOG9cPkYf1C7pOitiYU/iUoW8pOYvP8QmjkUoxIT2KdUTqtAgPbov7Ha1sENy7+WWmPzsrDsncOhmSUbZg7mjXy+cougVC9GH9nH/O8utxix+b5hdj0SXXI91ybnQKdVoESUza8CN2klJiy4eRYc5jvfePrGjx92xi02FwBz0ymVJwP0hkhCKIv055yO6GA3TenG9BgcYbYRe3NSuP6LqHg0aQcAwbrtZjUZnMGS3uMGpgExUdHsffHS+xnGNu5f6I6xFb7pqYBJ2qb8dCNI9Bid0EqkcDt8eKLE/Xs2lhsNOD+G4bj7q3f4KHpI/DHacNhdbrhdHmw3+99QGiwiVkr5VIJr/1bbDSgrLoOW8pOomioQfB6tdpd7Dm02IQD2maLEz873FgxYyTW7ToS8N1C9qlQuW448jR9BZfXi/c5GkCwzlOnG2qZDHWtwnYKQfQWOru8O6adZ9OmTcPf//53/OMf/wAASCQStLS0YPXq1bjpppvadUy324233noLra2tmDBhAjweD95//308+OCDuOGGG1BRUYHs7GwsW7YMt9xySxTPpmsJt8SOawGKb9sI8qWqG/vFI02nEXTOJWmvHI/PSQcAi1+vCMkA2X+injczpDjHAJlUgsVTfFmEwU69xVOMWPDqAcGsucPnzbj/xuHAHghqrNmcbmiCSrwYHYgtQensjANg+7dn8OCNI1Da4oBWKUOr3YXKc2ZUnjNj47wCuDxepCdpYHe5cbS2BXFKGaeWE4Pd5YHF4UaT1YFN8wpQ22yH2eqEVilDnFIOnVYR8Pt1ZkSusz35RPhEmlFanGPAulvy4XR7cKHJhkSNAn++bQxa7S40WX33iVohxep3DwXchwWZOjhdXiz5xTA8/eGPod0upxgDWswLbVzMFgeWvVMZEo0PNvLD1WQrNhqwaIoRC7ceAOB7Xr3xdQ1Wz8zFcp5sTikkuHeqkfO5xpSJv3jX1bzfvXZ2PtRyKVoAeAGgLYifoJYLZrPFq2N6qSUIguhU2lNuJxSwKy3KxsodoesJn4yEmG4a13fxBZCZMae12VsNFidW7qgMCdY8cMMI/Ne1WbC63EhL0kCnkaO22QaL0414lRyrZuWiweJEnFIGCQCFPB2r3/WVP/pnTz992xjoNApYnW7M++eXsDjcWLKtAs/OK4BGIcOdL38VMnatUoaCzGTckNcfBRk69E9U46MjF/E/X57GU78cDcAbcO387WeLww2LU9ghlqBWsPbmebNN8L3xKjl+/Y8v2XP63XVDIZdKkBKnDAi2+0P6uuFhtjiwakeVYKZ+k8UJbZKaDfwTRG+ns8u7Y9qi/9vf/oYpU6YgNzcXNpsNd9xxB44dOwaDwYBt27ZFdKzKykpMmDABNpsN8fHx2L59O3Jzc/Hzzz+jpaUFGzZswLp16/Dkk09iz549uPXWW/HJJ59g8uTJvMe02+2w2+3sv5uamtp9rtGmPSV2jHFhtjqw7TfjUd6mQ+RvEEzKMWDjvIKI9a+4nHTHa1s4o1+MwSLhKI96Ys4obPjgCHIGJOChG0cA8G2a5VIJ4pQyzH3xC8GsOZNRj7uuzYLD6caym0agxGzj7GwEAFKJBIkaBbRKGfs3IR0IqUSCBaYs3P4Pn3Hz/J1jcf9bP7Ciqy99dgLPzivAhj1HOCNED799ELdfkxlQamaIV/ocZSoF5zU0WxycmT+dEZHrKUKt0ZiXsdxRtD0ZpYxjzL95BvOZIf2u6OA9eOMIzLsmM2BOfHemAQdOXRbtdglwz3+zxdde3uH2iHbeBcTLqjNTtHhviQkeD6CUS/B/v5uImssWZOm1SEtS+559PNmc+6rr8PD0EZwlOAwud2jrKq1SBmO/ONhcHjzwfz+EbDoeuzkPC4uG8GaztdqFm3n0dmJ5rSSIvkpXz8tIg3tCATuhDOVgGzccR0zwdzGOHqlEgt9OGooVM3LhdHugVkjRPyFQO2olR7MY3zrwI8ZlpeDaIXr85cOfAtY//0xvX1aZHitn5aGiphEAWDuWcaA1Wp3ITNGitCib/fsr5Sdx5/jBIecvJPa/Ye5ovPXNGTxw4wgsaHHA5nQj2xCH9CQ1Gi1OFGTqUF5dj+9qGgQrPOQyCcwW3zW2uTyCwaOfm2zsOW3aW81mwj1xyyjejLO+rK8bybwUsncYuypBo0CL3YV4VUxv+QkiqnRmMklMz6T09HR8//332LZtG7777jt4PB4sXLgQd955JzSayCIPw4cPx/fff4/Gxka8/fbbmD9/Pj777DPodDoAwOzZs/HHP/4RAHDVVVdh//79ePHFFwWdZ+vXr8eaNWvafX6dSaQldlzGRVGQZoK/x/Z4bUuH9a/4xshkvO281wSpRBJy0y+fkYuH3z6Iv/37GPuZSTkG/OEXOayTiytrbrBeC6VMCqVcihXbqzAmU4eKmgZegdb9J+rxQ00DVswYyZaVChls+47V4YEbhmPTHWPxXU0DdFpFgLNt8VQjr+NNJZfi5fnj8Ofg7B6jHltKxnE6pvx/M8bQmzhED6VciuQ4ZdQdPj1FqLWj8zKWI57tySg1WxxYvK0iLENUJpGE6A1uKRmHv390DFwEl1Eyx2XmP3Mtx2To2JIWPpiMsoozjYKZp5VnG7HMr8ybKV9OaxPDPVHXKvg9kIC3bKXIqMd3NQ0Bf9MqZdhSMg77j1/GrsrznE7EVTurcHVWCgoykzmz2cRK0Xs7sbxWEkRfpTvmZSTBPaGAnRiMjRvumun/XXzOpyuVFVfGL9bheuXMXDweVKoI+KQ9vLiScb2vuh5rdx3Ga3ePR4PFiYNnGzFmkA4vl53gbJwjl0iwaW91yPoLiAR5IUGJX5C3yKjHX351FXtOM0eno9SUDZfHi5vHpGPtrsMhciGLrjPixKVWvP7VaayZnY90nQZPzBkV0viqyKjHqll5uOOfX3Jem1aeDvF9XV83knkptteTSAC1XIrLrQ7IpMJ6dwTR2+isZJKYdp4BgEajQWlpKUpLSzt0HKVSyTYMKCwsxIEDB/DMM89g48aNkMvlyM3NDXj/yJEjUVZWJnjMZcuW4b777mP/3dTUhIyMjA6NM1pEUmLHZ1yUVddDIpGwTix/j2009K+ExmhxuCGVSDi7Q/J5k4N1h4KzSz6+bzKGpsazGW/f1jTg2XkFkELCW75pcbjx4PQRbAROrKSsta2T0cAkNdKS1AGiq0KOt9z0JPzlwx9DN+bV9YBEgk1tWXQM/r+ZmKEXTYdPTxBq7ci8jPWIZ3uMykg+E7xZ0Spl0Ip0p+SaE802Z8C1LJmYJXZqyEjR4Pk7xyLboMUvxw7Cih2VIdqB915nRGlbmSYDk/XJzBGxZ1+z1Ym1t+TjkR2VIVliq2blYcMHRwLev3JmLp7bW40SUxavPuG+6nqUmLJ5G5309ZLmWF4rCaKvEuvzUihgNyhZ2K5hnrnhrn/+3zU6Q8fpfOKyA8Rs4RabK6yMawDsWrlw6zcoNuoxPjuFzUTz/wwA3P8fvi7sXLpsgkHe6jqUmLJYx9kTc0ahf6KvOVqSVhmgh/rHaTmYnj8AJROzAgJCC7ceQEGmDgWZyez1yNTH4S+/ugoNrQ402VxIVMuhkktx20tf8GqC8jX/6uv6upHMS7FssgGJGlxudUAfp0Rti13wvQRBhEfMO8/OnTuH8vJy1NbWwuMJ3KQtXbq03cf1er2w2+1QKpUYN24cfvrpp4DXjx49isGDQ9Oh/VGpVFCp+IXpu5NISuyEjIt9x+o4nVjR0L/qSBkgnzc5nOOZrYGabq/dPR4lpize8s2zDVY2o6SfQCMC3zFdWLj1G5iMegzpFweF7EoJmpDjTSyjLdgp4v+b8UUZO8vhE+tCrR2Zl7Ee8WyPURnJZ4I3K6VF2XB7Q8sY/eEqs0xQKwKupd3lweELTQLdaPX48NBFbNpbjfcWF2Hdh4dwVVv3MWZe9ktQsdHyYPzniNBzpTjHgEx9HBxON2eW2B3//BK3X5OJB28YAZvTjQS1Ah6vF8veqcS88ZmC14GPWCpp7i5iea0kiL5KT5iXQpq54dh7kax/zHddMNvCLgkVs4XFdKaC7ULm3/uq6+FBaHdpwOdAWzHDd1wuiRKxIG+CWo49fyhGcpySdZwx+F9vu8uNm57lTiJgHH+b9laz16N/opo93vHaFtS3OgSb6SRpuK9dX9fXjWReKmVSXrvKZNTD7fFCrZDBi95/3Qiiq4hp59krr7yC3/3ud1AqldDr9ZBIrqScSiSSsJ1ny5cvx/Tp05GRkYHm5ma88cYb+PTTT7Fnzx4AwAMPPIBf//rXmDRpEqZMmYI9e/bgvffew6efftoZp9UlRFJi154NeTT0r6JRBhisTbX+1lF49N1D+HeQthNzvPONVticVwwLi8ONy60O3owRwLc4McbL4qlGAQeArzuRViljX18x40pGo5CWk5ix02BxoKKmAfEqOZQyKRosDmwpGYfvahowNjM5bEOPi1jW9+pqYj3i2R6jMtzP+N8HK2fmQimTwuJ04f3KnwXveabbJQMz/0/Vt2LxVCMKMnTol6Bi9f+AUF2wlbPycMtz5TAZ9bC73Pjox0v4yK9LGQA8f+dY3kg1cOW34XuumIx6zJ+YhdU7q7B6Vh5+utDEOW8OnmnEb4qy2Tnw3enLAMS12FITVSHXie9ZRnOOIAgiPPgCduHYj5GumeGU/vvbAWLBGrVc2HkWvK74/7u8uh6/KRrCrqOMFu53NQ2wO93s94ZIlKRog78mAH2cKiAgzrUeDU2NR0WQhEEwjN3KF7Qrq67j7+yZY0AqTzC6p+jrxgKNVgcWtGUvBttVC0zZqG+xI1OvhcXpRhw1DCCIqBDTzrNVq1Zh1apVWLZsGaRS4Y2LEBcvXsRdd92FCxcuICkpCaNHj8aePXswbdo0AMCcOXPw4osvYv369Vi6dCmGDx+Ot99+G0VFRdE6lW4h3BK79mzIO+r4YhbrFruvhMrh8qDV7oqoDPBcgwWn6y1otDqhVsjw8Y+1+OlCE1bPysOym0ayXQSZ4zFlZGMydAGbXKF25MVGAy42XekktKXsJDbPL4Q0qJmByajHfFMWXvvqNKsTx2iZMfpNQt+j44nAsdfL6mQdfP5lpQWZOtGW4kIOn1jW9+oOYjHi6W/YxqvkWH/rKKzddTjEkcRnVIZjiHLdB8U5BqyelYc3vq7BhrmjAXA5vXJxy3PlAcdj5n+SxYmKmgZs2lvtM/4zdZxdLi822fBB1QVcPTgZa27OQz1PO3Ux55X/byMBsGiKEb+dPBRmqzMko9Tu8mD9raNgd3lEn19apW+ZFJq/JqMeHx+pZbPZkjQKJLdlwQU/y2jOEQRBdJxwbNz2OGIisQP4bOGitmDNe5XnUWw04NuaBlb8n3GC/Wy2ouq8mf2MyagPCEZplTKk6dSoKGsI0T375dhBeHLuaDzU9r3M65NyDNhw6ygU5xg4s+iLg85ZaD0Suw7MmhwsA1PX4oDL48WYQTr8YkQqVB9JAoJhxUY91s7O57Xze4q+biwQr1Jg3j+/4u0e/tZvJwDwwuJwi0pwEAQRHjHtPLNYLLj99ts75DgDgM2bN4u+Jxq6arFIOCV27Y3ytFf/Khqbx7OXLXjonYOckZY17x3C07eNwZB+8TBbHGi0OHGu0YpWuxv/ff0wfHmiDncXDQHgcwaw3T2BELHTBUVZqDxnxub5heyidLbBiifnjsapulY08mzMmVT7mnoLSkzZkIC/7XmRUY/MFC3vbxBsUPm3oN60txqLrjMKXis+h0+s63t1B7EW8eRzam0pGYfStpbyzNj4jEo+Q7Q4x4DVN+fBbHXike1VIdHhfcfqsObdQ7j9mkxOp1fFmUZIJcB7i4tC5r/Z4sBKv/bpV+79k0ENMQxYMXMkGloduH1cJvonquH1tgC40u2M2WzotEo8MScf694/Iug4NFscePDtg6x2DBefH6uDzekJ6/kllUpgMup5529xjgHzJ2YFNFbhmzvRnnOUwUYQRF9GzMaN1BFjtjggl0p4nU9cdoC/LWy2OmFzurH/RD2WbqsAAOy4dyLqWxzY9El1yPq3oCgLWqUMBZk6NijKUFqUjXW7DnMK/6/aWYWN8wrw59vGXNEZ08iRrFVCLZfi3ilGeLzewLXKqMfqWblsxpjYevTn28aI2qX+14PLXjEZ9XjghhH4z2uzYHG6oZJLUdtsR7JW2DHXE/R1YwFDvBKFg7mrT4qMesSr5Pj0p1pcO1SPlDi6dgQRDWLaebZw4UK89dZbePjhh7t7KL2ajkR5ItW/6sjmkdkour1erH3vEKdBAQAFmcmob3XA4nDj9GULNu49FmRAGJCXnoRrslNYZ4BcIsG6W/Lh9gCtdieSNErYXG6ca7Ri1EAdvqtpwJaykygcnIwn546GxeHGHS9/xTlOfxFYt9eLpdsqcM+kIXhw+gjUNzvw0I0j4HB5cKnFjiS1AoP1WgxM1vKWmgUbVMHf8cWJet7UeCGHT6zre3UHsRTx5Jsr+47VQQLgg6XFaLA4wjIq/Q3RRqsDdqcH+0/UY9bGMmycV8AraLyvug6/u24o217en0k5hoDyRn987dOvNB0oLcqGVCLBbycNxbLpIyGXSnCxyY4Dpy9jzvP7YXG48fF9k9E/0WcMXj8yFbdfkxnSBKPYaMCW+YUo3foNr+OQua/nXSOsUdZsc2JoarzobyqXStrKIk4GOBEBX6mmxCvBr/7xBQBg/a2jMDZThxN1rUjUOEKcWdGcc5TBRhAEIU66TsPpZArW+2Keqd+e9jWTCnY+iQWpmE70t76wP+A1h9OL5z6p5mgI5Xt2/9/vJmB31c8BWrsAMNGv4VQwnx+rw89NNqx7/0jIGvDIjJEoffUA7pk0BA9PH4HaJp9QfMWZRty8qRxXt9mxNqdbcD263GrHY7PzsWpnFadd+ubXNez14LNXfOf8Iwra5EUisaViXV83FkjSKn0NkII6nZqMepSYsrF212H86T+GQSmT0rUkiCgR086z9evXY+bMmdizZw9GjRoFhSIwUvHXv/61m0bW++iqKI//5jE4s0StkKHR4uT8Tv+N4ub5hb4ulBwwTiW3x4tPj17CroPneQwWL8ZkJgdkpjDdOPmyfXYvLUayVoEkrTIsLYjiHJ8elMXhxt8/OoZ/fH4i4Hyz9FoM1GnY8w3+DZRyKadB5f8dgC+r593FRVjz3qEQI0rISIl1fa/uIlYinmKOFpfHi6syk8M+HjP+R4PuEzG9PVlb5pXYJsI/C0oll2LxVCNb8hnqBNNjvikbW8pOsve2v2bZypm5WL69knfu7lpchEarE1qlDFKpBFanG2aLz/HE3NeRlHkKoY9TYv3uIwENBgDfRuSnC01YMSMXb/xmPBI1SqzcUYVl71QGXCd/Z1a05hxljRIEQYRHOIGG4GdqcKAkM0WL1ASV6HOV6xlvc7kDHBv+7Kuuw4NeLypqGgLsPJNRD4XIGna2wRpwTlqlDKMzdHC4PXj6tjHon6hG5VlzSLb2vrZ1Ys3sPLaqgtFS81+TT9ZZcP9bP2DlzFw8MmMkWu1uaJUyyKQSyKQSPH3bmJCgFRfl1fV45KaRmHPVQMoe6wRsTndIgyX/apg/3TAcDreHtZEIgugYMe08e+KJJ/Dhhx9i+HBfS+bghgFEdBGL8kSjRIgxLLRKGZ6dVxC6qW7blPtnTjBGzbenG7B4qhFxSuHb1u7ywO3xIjVBxalPBPg6GZX4tQhnMrSEsn2YNHlAXBMjWavAY7PzMMOvU5HF4Q441z1/KA65fv6/wfHaFt6oI3DFOWBxuCGVAJsidPjEor5XrBALEc/OcG5yGbhiTqY4lRy/nTQUK2bkQt5mNOv95r7Z4kCDxYmVOyoDnNomox5bSsbhyT0/cjjBrnQS21J2EqVF2VArZKioaUCiRgGX2yM4dx0eD/720VHOzVCSRoHFU41I0iiweX4hJBJJyKZgUo4BcqmE/T6hZ1mSVok1s/Px8NsHA+Yj40BM02lgtiiweFtFSAZfsDMrWnOOskYJgiDECTfQEPxMDbbXPr5vcljPVK5n/KUWu+Bn/Du6M86P2iYb4lXCtm5qopoNUt01YTCm56Vh7a5DIfpojA6vvwPt82N1uNBoCwggTx3RD2/eMwEOtxtOlxcJGjnevGcC9v50EU9/+FOAsywYMXvF4fIgNz1J8D3BkCxBeDTbXIJ7hVa7C3EqOW9yAkEQkRHTzrO//vWv2LJlC0pKSrp7KH2eaJUIMYZFaVE2Xik/Gbqp5sicqGtxsGn0r5SfREGGTvA7dBoFLA6XaEYN8/qkHAOemDMK9a0O0TR2ZlOqVlxpBBBMkVGP/glqfFB1AQWZOl6BcZlU2AEspL/lr4M2KcfAOjMiWRhjTd+LCKQznJtcBq6QEH6RUY8PD/0cKEbsl3F2vtGKz3gyPMur69Fsc/E6wcqr67GwaAiumqcLcaJvnl8oeB7ngiLugG9+rt5ZhZWz8thGBQz+G4irBydj0RQjpj+7j91MFOcYsHZ2PptZGoxYNmK4zqxozTnKGiUIghAn3GdztJ6pXM94pUw4QJWkVoQEZhZNMeLDQ/ydrk1ta3NFTQNeu/ta/HCmAWt28cuZMBq5/jRar5yTVinDf147GE/tORISBFs8xYjRA3Wob+UPykTbXuGrAFk/ZxQGiXQT7WvEiThZ41RytNpdALxdMyCC6OV0TIm/k1GpVDCZTN09jD6PWOTObOHujscFY1gUZHA7lZjj1rVcOWaTzRngbGM2+1wUGfUYrNciSaMUzajJ0mvx2f3X4ZEZI3G0thmn6i0B38tFs80Js8WB1e8ewv03jEBR0DgYnYF1uw/D4fJigSk7ZKyMXoSY84zR35qUE9hNk/n8lrKTHdLi4jt+NPS9zBYHjte2oKKmAccvtUR0jxA+mLnCRXudm1wG7payk5z3aVHbvbyl7CT7N/85zzwXhDI8zVbhDYdcJuF0oovRL0GFLSXjsHiqEVq/9uvD0xLxSFAjEcC3gdhafgrvLynCzWPSA5otAD6n/SM7KrG76mecb7QKfrcX8LXz9CPcjVe05hxljRIEQYgT7rM53GeqmG3D9YyvONMYYisyFOcYMDQ1Hh/fNxk7Fk3Ex/dNxsZ5BRicosWhc2ZBG3JLmW/tXLvrEIb0ixcMVHEFnf1tZCYLPFgSpby6Hps+qcYFsxVuD7/zJZr2ilAFyMPvHMS5BkvYx/I/Zm+1SSUA757IZNRDAiBBLYeUKrYIIirEdObZH/7wB2zcuBHPPvtsdw+lTxPNEiHGsDhyoUnwfc02Jy422dDQ6oDL7cWNeQMAABU1jfxd74wGLLtpBGQSCQzxSnx96jJv1K7YqEecSo4VQV0GX797vOC4EtQK1LU4sP94PRZdN1RQZ+DO8YOxJKhLYUaKBh8euog3v67B07eNEb1ewRkvcSo5lDIpzFYH3ltc1GH9iM7Q9yIh8+jQGc0LDPFKTBuZiuFpiQFagwfPNuKWqwZi1cxcnG2wIjVRhQ8PXeTU22OEiuVSqagwv5gDu188t+NNKBvOZNTjX4cvYtPe6pCSlIIMHW/5wr7qOtjdHqx+9xB7TsG6i5kpWnx29BJuyh8QcH3F7ulInFnRmHOUNUoQBCFOuM/mcJ6p4do2wc/4RI0CtxdmYPn2ypC1/Ik5o9Bqd7GlifEqOepbfV07H7xxBNQyKR6/JR9Wpwcn61pD7EzA1yV+8RThrKLgSozgLu5Ca6e/ljAf0bRXapvtvHuOsup6nK63IF4lp+Y6DBK0NTUK3BMxTlZIAIVMCodINQ5BEOER086zr7/+Gnv37sWuXbuQl5cX0jDgnXfe6aaR9S2iXSKUrtO0pRDzo1HKcN//fh+yEDAb5aVBTqlByRr86/BF/PLFL1A4OBkb5xVg4hA9svS+9O5gJ9v9NwzH2vcOhWgU7T9Rz1uOyRhQp+pb8ey8AjRYnII6A3aXJ0Q34/k7x+LgmcaIjAnucsy4sD7b/uO3DxIyjy7Rdm4yYvzLtlcG3JdFRj1unTMKmfo4DEhU46iI3t7ZBivbal7IQVZxphHFOQZOQ3hSjoE3+5JxkEslkpC29/7dZ4NLUsRKtc81WNlnCABO3UWTUY8JQ/QBmm5i93SkzqyOzrlY6gpLEAQRq4T7bBZ7pgKIyLbhesYHr+VqhRSr3z2Ej47Usu9hMr6ZNWpLyTg8t7ca88ZnYtFr3/Gep1Yl430NCFyni3MMmD8xK6CLezgyJ1yNq/yJhr1yvtGKmsvCmWWNVmfYQfu+YJNqFTK88VVNiG5exZlGvPFVDVbNykVtsw0hKfMEQbSLmHae6XQ63Hrrrd09jD5PZ5QIpSaoeA2a4hwDvj3dIKrdEKyRxPybyYZjss8eunEEAJ8ArFwqQVl1HawOFz768VLIdzObdgkkAY41/02pzuLEUx/+xHZh4kOtkGHxVGNAhk+2XtsrFms+SMg8+kTbufnIjqqQuVVWXY8VO6rYezMljO/TtjXuqDxnRrFRz9kB96cLTVg/ZxRnxP3JuaNhdXIb4xaHG0u3VeCDpcVwebxosPgi8cERd+BKVBzw6R2K8Uq5r0EB8/9cz5mVO6uwiUdI2h/mnh6aGt/lzqxY6QpLEAQRq0QSaBB6ph6vbemwbeO/lpstDl+TmaBjllXXwwuwa9TGvcdQXl2PElOW6LnyZWtPyjHA2C8eOxZNRJxKDoVMglN1Fmy6YyzbTEcsS1wllyIpjPW1I/YK4+gqmZglOpZwg/Z9wSa1udy449pMvFIW2tV8QVE2rE434tUKkjwjiCgR086zV155pbuHQIA/cqdVyrByZi48bW22I+mGI2TQrAnqUumP/0aZITj9HPBlww1NjYfJaOD8jmIjtzYDs2l/7e7xeHD6cNidHiS3CX0z5+Vo6wRYkJksWFpmiFeGCJdfEVznvzZMhyGz1QGtyqdTIA/qcCj0ue7sTNQThcxj4bp1FZEI2/NljDHzLTNFi2kjUzFmkA7js1PgQVCGZ44By24aCafbgz/fNgYtNlfIhsRscfA60QsHJ0PXJuBfUdMQ0BUsGIVcimkjUzFYrxVtslFeXY+Hp4+E1+sN0HPzZ187hKS7w5kVC11hCYIgYhnm2dxocaLV4UKrww2dRhGgl8nA90yNtm0jtBaXV9fjj9cPQ5NfF0Wxxj6f/FTLWbrn3xVa0SgNycJiKjqEgmAmox61zXbkD0zC8dqWTrOVmGsyJkMnaFtXnGnEnKsGhnXMnmiTRkqzzYWDZ834w/XDcO8UL+JUMngBfPJTLRa/XoFXF1yDfvFK8p0RRJSIaecZERtwObq0ShmbTr7snUr2vZHoCPBtNo/Vtgimh/unlweXcTEw2XB83yHUGMDicONyq+/1wsHJIcZBS1vJKa/2Wo4By6aPwNP/+ilk8RdLFefSZmDOcf3uI1gzO5/z2saKpkNPEzKPlevWVUQibL92dj4e2VHJqaGxdFsFbi0YiEdvzsODbx9ERU1jQBm1Si7FxSYb3jt4Hn/79zH2mg5NjQ/4vnCzAsTuK7lEgtWz8jAwWYsNc0fzziHmOXHmsgXbvjodoJfGdy0iuafJmUUQBBF7tDrcWLGzqt1rfbRtG7G1uMnmhFZxZYvGZ2+ajHqsmpWHDR8cwUufnWDXYQAYmKyBRiGDVinjLV8sr66HVCLB47Pz8cuxg7Bse2XI2rlkag4GJqnxyPbKgBLTaNtKzDXh1zXWY74pG29+XQNDkXDlB0NPs0nbQ4pWiQOnLuPvHx1j/8bqnQGIU8pw2eKgok2CiBIx5zwbO3YsPv74YyQnJ6OgoAASge4g333HX/9PRJdgJ1SyVokVO6pCNMMi1RHg2mzGi7RdzjbE4Z3fT4TN6cb+E/Uhm99gjSG+Da1YZs2s0Wmcn2MWYyZLLdhpYOwXD6fHg70cZaEAf6q4kHEDAAWZyXjo7YNsOZnY57pD06EnCZnH0nXrKiIxJJO1CswcnR6iobF0WwUKBydDH+dzQjP3J5dG2ub5hQCEr2k4GVtC95XJqMf+E/V48bPj2DivAOk6DdbNzkf1pRbORh6Ar+xjX3U9PLhSBs53LYS+u8ioh1oR002rCYIg+jTRWOujbduI2bmJakVAoJjL3hxiiEPFmUbc8c8vcfs1mbhz/GD2MxebbKg6b2aDV4/MGMmb6bbvWB2cHi+GGuKwaV4BapvtMFud0CpliFPKoVHKsDzIcQZE31YSs637Jaiw8eNjeGx2ftjf15Ns0vZgtjiwameoFAfz7xUzRkIuk0Ar9ZXrEgTRcWLOeTZ79myoVCoAwC233NK9gyEC8HdCHa9tCXGcMXRURyA5Tskr2l9k1CMlTon+aWqcb7Tixc+OhzjOwtUYWteWWVPGkVnzxtc1uG3sIM5yVP/FOLghwKQcAzbOK8CJulbB7+ZKFRdL4y81+Tb5tc32gPOLJU2HniRkHkvXrauIxJBM0ioxeVg/wd9S7D73N/6Dr2lIuWy8MiQzzX8sYhllFoebPb5Oq8DW/acEyzcB7jLw4GuRpFXiiTmj8PA7B0OeFSWmbDz67iE8fduYXnevEARB9AaisdZH27ZRyqSCpYlKuRSfHr2EYqOBtbX97U3G1kzU9MMHlRdCmt4sMGVj3ftH2HMsabQKjqfB4oDZ4uAMNh+vbQlxnDFE01YSsq2LcwxYNzs/4rW2J9mk7aGuxcFZagv47Jvl00fC4/VCAkmvyLIjiFgg5pxnq1evRmlpKZ555hmsXr26u4dD8NCZOgL9E9V4ok1k3H+zWmTU44k5o9A/UQ2g/RpDTKnekQtN2FIyDr+3uWC2Oq90p/m6BncXD8H0Z/exjjn/9PRwFuNENX9ZKMCdKi52TRlHhNka+L5Y03ToKULmsXbduoJIDUmx31Isky1YhJi5pu0pl03XabByZi7OXLbwZpT5l51ynSdfmbc/XNfC4fbgqsxkLODIwvN32hEEQRCxRbTW+mjaNo1WB6dGGbNGXTDbsKXsJHYsMmHt+4dD1kpmjUrSXuniyddYR6uUoV+CSnA8ZqsTS7ZVcK7BXWUridknae0sD+0pNml7EP1t7C5IJUCCWo4Wmwv9E7toYATRi4k55xkAbN26FRs2bEBCQkJ3D4XgobN1BDL1cfjLr65CQ6sDTTYXEtVyJMcpWccZQ6QaQ8Hp+7f/40uUFmWjIEMHALh5dDoG6jRY/Pp37N+ZTpmfHb2Em/IHIEmrFF2M25MqHq4jIljkNhY1HXqC9lMsXreuIFJDUui3FCunDG7kkaBWRFxC45+hplHKBBsH+P9mzHleMNtwoq6V09kGAEkaBTbPL4Td5YFOo8DQ1PiQ54zZ6uQs7WTojY5WgiCI3kA01/po2TbxKgXm/fOrkNJEZo3aOK8AFocbUimwSWS9ZsbE1VhHq5Rh47wCyCQSwYYAFWcaedfgrrSVOsvR1RNs0vYg9ttYHG5oFFJoFXI0WISD+gRBhEdMOs+8XuoJEut0hY5A/0R1yCa2o9S3OjAmQ4eSiVmsU+y7mgYsadtQ7/lDMdbuOoxn5xXglfKTIanwE4bo2QVYaDFuT6p4OI4Ik1GPOKU87M/1Bk2HzqIvX7doGZJ89/nUEf3w39cPQ12LA8/fORZqhQwXm2xss45wS2iCM9QWTzXylnRz/WbMcZ7YfYR3Xn169FLAPP/4vskh0dm+6mglCILo6cTiWm+IV6JwcDJnUIax9yblGNAvXhX2eh28TmmVMjw7rwCvlp/EtzWNeO6OsZg+Kg39E9Ws/fuz2Yq0JA3ufd2nIc1VhtnV16+3Oro6A7F9w0WzFfkDdbC53GSnEESUiEnnGQDBRgFE99NTdQS8ACpqGkKcYkzXvSabC6VF2Xil/CSnAOfKnVUhgv18iEXQQjSf4oRLzV7/6jSWTM2BThu4APbU36K7oesWHYLvc61KBpfbi8d3HwnpQjt5WD9YHE4snmoMyOr8rqYBW8pOwuJws1lcXBlq/l24/B1oQr9ZpCWcXFlksbj5IgiCIMSJxbVebF168+sadmxctmI4AVh/W1arlMELL3ZXXghYO4uNeiwI6lwZvAbG4vUjfAjpwS6ZkoMkrRx1zQ5olTIYeTRlCYKIjJh1ng0bNkzUgXb58uUuGg3BRU/TETBbHHhUoCtNaVE2EtVyFGToeEu09kUojsoXQePTfHpy7mhsnFeAn5tsqG9xIEEjh8vthdnixLTcAchK0XIer6f9FrECXbfo4H+fmy0OLH69ImSe7TtWh9U7q7BiRq6gA5uJjnJlqPl34VoxIxc2pzus38z/d+bThWHgis7S5oEgCKLnEotrvf+YmO6WMqkEMqmEFcaPRB80eJ3yt2VLi7KxuSw0KMzVdZprDYzF60f4SNdp8Pgt+Wh1uNFk9clbAMAnP9XihzON+E3xEKTwOFwJgoicmHWerVmzBklJSd09DEKEzk6vDjfiFg5iXWnuvc6I5Dglzol0JeqovpGQ5tNDbXoTwwcksufe7HYiI0WLgkyd4LlTqnv7oOsWXXzzjLssc3haIlbsqOR1YK+cmctmcbm9XlaLLDg7bdPealw/IhVXZSaHPS7mdzZbHFiyrSLiLDLaPBBED0MqD7uKIX1QBs6dqenkARHdSSyu9UJjilQfFAhcp+pbr2hcCQWF/btOM2sgn+0da9eP8OH2eLHu/cOc3VvtLg/Wzc7vhlERRO8kZp1nt99+O1JTU7t7GEQ30p6OfEKIdaVRKaTon6hGo4ioZkd1A8LVfCJDheiJCM0zMQN+1cxcNtq+9r1DAc5u/+w0i6P9+h0dySKjOUkQPQiPC79+aX9Yb33ztxM7eTAEERmR6IP6w65TtS3s35hu7XzYXR52DbQ43HgwirY30flYnG5Oxxngs60sTjfnawRBRE5MOs9I74yIJOIWbnaamOi3TuP7zIBEdafqG3VV22+C6A6E5pmYAW91uK/MfYHy6oNnGjs0D9N1Gvz5tjFXuvlq5EjWhnbzJQiCIIjuQMxWbLA4YLbwy4j4a6Ax3dr5GGKIw8Y2PdHF2yoiynYjuh+LXdg5FixPQRBE+xF+mnYT1G2TCCfiBviy0xZvq8Av/voZ5jy/H7/4y2dYsq0C5zlKLxlDggt/pxiTmRL83mjpG1HnPqI3IzTPdBrxe19o7pdX12PiEH2H5+H5Rivuf+sH3PjMPvzqpS9w49/34YG3fuB8bhAEQRBEVyNmK5qtTl57Fwi0ZZlu7VxMyjEgLUmNJG143bCJ2CNBI5wLk6COyVwZguiRxKTzzOPxUMlmHyec7Cyx7DRzUPllJE4xRjfi4/smY8eiifj4vsnYOK8AaVFIWQ/XiUcQPRGheTZYrxW998Xmvloh69A8jPS5QRAEQRBdjZCtaDLqUXGmUXTdYmzZWwsG4rHZ+SgWsX+pMqJnopZLUWzkvleKjQaoRTIPCYIIH3JFEzFJONlZ7dGDiET0u7P0jYQ0lx6bnY9T9a2Ib3V0qDkCQXQnQvNMTG8sUS3svEoSyV7zh6uku706MgRB9GKouQARY/CtlyajHgtM2Vi6rQKA+Lrlb8tumleA2mY7290zTiWHtq07I0CVET0Vu8uDBUVZALwBkhfFRj0WFGWJSmYQBBE+fcJ59sILL+CFF17AqVOnAAB5eXlYtWoVpk+fDgAoKSnB1q1bAz4zfvx4fPnll109VKINf62GYJgMlRN1rYLH4IuQdZZTLJLOoMHOBY1Shu9qGnHTs/tYbYJIBVqj2ZmUIDoK3zwTc2CHM/fFMFsc+LnJhrMNVkgkErZTZ+HgZCz9RY7gZxssDlTUNNAcIoi+BDUX6DbIdgmFuSYtdifW3pKPVrsLp+otUMmlqDjTyDbOYQg3I6zV4cZjuw7zNgOIxvpLdD1WhwsHz5rxh+uH4d4pXsSpZPAC+OSnWix+vQL/s3B8dw+RIHoNfcJ5NmjQIGzYsAFGoxEAsHXrVsyePRsVFRXIy8sDANx444145ZVX2M8olbRAdCfRyFDpyghZezqDMs4Fs8XRYYHWaHcmJYjORMiB3ZFumEDbXPi/g9hXHRipZzp1OkQisGarEwu3fsN+J80hgiCIzoFsl1C4rsnrd4/Hote+4/1MOPZuuI24OrL+Et1DklaJA6cu4+8fHWP/xmQoAqR5RhDRpE/MplmzZgX8+/HHH8cLL7yAL7/8knWeqVQqDBgwoDuGR/DQFRkq0SCSzqBcdLSMrKPfTxCxRiTl1f5c6dQZOBf8O3XuP1GP4hwD55xjdGQYaA4RkTIwIxPnz57p7mEQRMxDtksofNdk/4l6FBn1KAvqQg2Eb++Ga2u2d/0lugezxYFVO6pYO4eB+ffKGSNJ84wgokifcJ7543a78dZbb6G1tRUTJkxg//7pp58iNTUVOp0OkydPxuOPPy7atMBut8Nut7P/bmpq6rRx91bE0vX9/7/J5gQkV/4eKxGyjjq/OirQShpOgdC8jC5dUVLD9x2Rfo9Yp85SUzaWbKvAe0uKsObdQ4I6Mgx9cQ5Fm740J8+fPUPlf0SPoLvnJdkuPswWB2qb7Wi0OhGnlOHBG0agMOsiXvrsBFuauaXsJJ6dVwCJRBKSpReuvRuJrdlZ8iaEOJHOy7oWR4DOmT/l1fVYNn0kWhyuqI6RIPoyfcZ5VllZiQkTJsBmsyE+Ph7bt29Hbm4uAGD69Om47bbbMHjwYJw8eRIrV67E1KlT8e2330KlUvEec/369VizZk1XnUKvI5x0fbH3xEKETMwgabA4YLbwG4EdFWil7kiB0LyMHl1RUhPN7xCbC3aXBxaHGxIg4LmhlEuxu+rnEB0ZhmjNob6q7UNzkiBij+6el73Rdon0Gc8nM7B4ihGjB+pw7+vfweJww+JwY+m2Cuy81wSpRNIue5eaAfQMIp2XYvOo1e6CQhZeMxSCIMTpM3mcw4cPx/fff48vv/wSv//97zF//nwcPnwYAPDrX/8aM2bMQH5+PmbNmoUPPvgAR48exfvvvy94zGXLlsFsNrP/nTlDpRrhIpaub25zOIm9B/BFyIamxuOqzGQMTY3nNSTMFgeO17agoqYBxy+18Lb2jhQxg8RsdWLJtgqcb7Ryvi7UjjycdHwyiALpi/OyM+7tcOdfLH2H2FxQyaWYlGOAvm1Dwzw3VHIZNu2t5nScAdGZQ+cbrVi8rQK/+OtnmPP8fvziL58JPhd6E31xThJErNPd87K32S6RPuPNFkeI4wzwZQs9/0k1+ieq8OJ/Xo0tJeOweKpPs1kqkYRl73LRUVuT6BoinZfxKuE8GJVchpQ4+m0JIlr0mcwzpVLJNgwoLCzEgQMH8Mwzz+Cll14KeW9aWhoGDx6MY8eOhbzmj0qlEsxMI/gJJ10fQNRS+jszg0ZIe43RUPrmdAM+O3oJhYOT0WJ3hZSmdaT8NFa032KFvjYvO+veFpujF5psANChzKlol+2IzcXaZjvnnOrsOdTXtX362pwkiJ5Ad8/L3mS7tOcZ7yu3417/9lXXo8RsY5vXmIx6bCkZ16FrEitSJ4Qwkc5LpUwKk1EfonkG+O4bmVQCh8sbzSESRJ+mzzjPgvF6vQE15f7U19fjzJkzSEtL6+JR9R3CSdcXe9SHm9Lvb9RolTKUFmWjIEMHu8uD0/WtkEkl6J+oDnPkofAZJIyG0sNvH8Sz8wrwSvlJLHunkn09WuWnZBD1XTrTKcM3R5k55HB58M3pBmQka9E/UdWu74l22Q7fXCjOMWDt7HwkaxWc4+zsOUTaPgRBEIH0FtvFbHHggtmGeddkYoEpG9/VNGBL2Uk2k5nvGR+OzABDeXU9pBIJNs0r6NBYY0HqhIguDRY7FhZlQwoEaJ8VG/VYUJSNJpsDKrms+wZIEL2MPuE8W758OaZPn46MjAw0NzfjjTfewKeffoo9e/agpaWIO3EKAAEAAElEQVQFjz76KObOnYu0tDScOnUKy5cvh8FgwJw5c7p76L2WaKTrh5vSz2xctUoZ68TatLeafb24zVDrSJYOY5Cca7TiVL0FKrkUFWcasXRbBUqLsvFK+cmQqFCwg6MjAq1kEPVNOtMpwzVH+eZQezPdOqNsp71zoTPnUG/U9iEIgugoPd124cr8Nhn1eHZeQYCGJtczPhyZAX/2RSnQQs0AehcapRwSiwvTR6WhxJQNu8sDlVyKi002SCBBSpwSXko8I4io0SecZxcvXsRdd92FCxcuICkpCaNHj8aePXswbdo0WK1WVFZW4v/9v/+HxsZGpKWlYcqUKXjzzTeRkJDQ3UPvtYSbrh+NlH5m48rnxNoXpdKpJK0SdS0OLHrtu4C/F2ToAhwN/kQz64QMor5HZzpluOZouI7gjnwHQ0fKdto7FzprDvU2bR+CIIho0VNtF77Mb2Z9LC3KZm0/rmd8OJIfwVCghQhGKZPi5bITnGWbRUY91s7Oh1RCDQMIIlr0iYYBmzdvxqlTp2C321FbW4uPPvoI06ZNAwBoNBp8+OGHqK2thcPhwOnTp/Hqq68iIyOjm0fdu2HS9YPFS/3T9cN5TzgwG9eCDB3n4gIE6qx1BC5BVv/Uey7IGCLaS2c6ZbjmX7TnULTmeKxDQs0EQRC9C6HM7/LqehRk6ADwP+OZ9a84aG1gJD+2lJ0M+QwFWohgbC4Pr11WVl0Pm8sDnZbuG4KIFn0i84yITcJJ149GSj+zce0KJxaXhkdw6n0wZAwR7aWzBZeZ+XfBbMOJulbEKYWXjPbMoZ5ethMOvUXbhyAIgvARjmaZ2DM+XafButn5qL7UArvLg9QEFY5ebA4o+WSgQAvBRavdJfo62RgEET3IeUZ0K+Gk63c0pZ/ZuJ6qaxV8X7ScWMHOgGRt+x0cZosDdS0ONNmcAR06CQLoHKcM1z2XlqTGE7uPYP7ELMHPtncO9dSynUjoC05CgiCIvoJY5vcQQ1xYUgY6rQJb95/C537avAWZgVnePTnQQnZs55KkEb4PxV4nCCIyyHlG9AnSdRrIpBIU5xg40+yjHdELdga0x8HBJUTbXmF2ovcSTacM3z335NzR2DB3ND47eom3JTpFxcXpC05CgiCIvoBY5ndakrpdHdOZRlP3XmeESiGFTqPssYEWsmM7n9QEFe/epjjHAK2SOm0SRDQh5xnRZ+ifqMaTHcjS6Uj0LFIHB58QbXuF2YneTTScMkL33KqdVVg3ZxTGZSVjXFYK1rx3iNPBRvckQRAE0ReINPNbyIbsjZnJZMd2DUlaJdbPGYVl71RiX/WVa11sNGBhUTYeffcQnr5tDF1rgogS5Dwj+hTtNVCiET2LxMEhJEQbzQ6dBMHAd89plTL8+ppM3P+/32NfdT20ShlKi7Lx+8lDe3xUnCAIgiDaS7g2ZTg2ZG/LTCY7tutwe7yYPmoASkxZsLs8UMmluNhkg9cLlB+vp2tNEFGEnGdEnyNSA6U7omdiQrTUoZOINnz3XGlRNl4pP8mWalocbmzaW41Ne6sxKcdA0WOCIPoWUjkkEklYb00flIFzZ2o6eUBEdyJmU/bVDCyyY7sGs8WBFTsqsY9DTsNk1KO0KJuuNUFEEXKeEYQI7Y2eCaXoi5WAignRUodOItrw3XMFGTps2lvN+VpXRo8vNtnQ0OpAk82FRI0cyVol+ieqO/17CYIgAvC48OuX9of11jd/O7GTB0PEIv42nkYp65MZWNGwY6nZgDh1LQ5OxxkAlFfXY2HRENozEEQUIecZQYjQnuiZUIq+BMCDIun7YkK0JMxORBu+e87u8gh+risimjX1rVi2vTKgUUGRUY8n5oxCpj6u07+fIAiCIMIh2P57/s6xgu/vrVlBHbVjqdlAeIjtUeKUMmgU0i4aDUH0fmg2EYQIkUbPxFL0Pz16ifc1s8UB4IoQ7aQcQ8D7SJid6Cz47jmdSJvzzo5oXmyyhTjOAKCsuh7Lt1fiYpOtU7+fIAiCIMKBy/5TyYW3Wr01K6gjdqyYHc3YyoT4HsXt8aL8eD1dM4KIEpR5RhAiRBo9EyvznD8xi/c1//T93th9iYhtuO65eLW8W7MgG1odIY4zhrLqejS0Oqh8kyAIguh2uOy/ijONMBn1nOtYb68kaK8dS80GwscQr0RxjoHzepmMeuw/UY+CDB1dM4KIEpR5RhAiRBo9E0uhFiqDC07fT9IqMTQ1HldlJmNoajwtfESnE3zP9U9Ud2sWZJPN1aHXCYIgCKIr4LL/tpSdxAJTNkxGfcDf+0olQXvsWGo2ED5JWiUevTkv5P4yGfVYYMrGlrKTsLs8dM0IIkpQ5hlBhEEk0TOxFGqhFP7emr5P9Gy6MwsyUS28TIm9ThAEQRBdAZf9Z3G4sXRbBUqLsrFyRi5sTjdVEohATbMiQwKgIDMZpaZs2F0eqORSVJxpxNJtFbA43FDJpXTNCCJK0K6DIMJErB05g1iZZ22znfNzvT19n+jZhHv/R5vkOCWKjHqUcZS8FBn1SI6jOUMQBEF0P3z2n8XhxsEzjfhNUTY5zMKAmmZFhj5OiYNnGjk7o5uMetQ221E4OLkbRkYQvQ8q2ySIKCNW5nndsH7UCIAgwqR/ohpPzBmFoqCSBKbbJumdEQRBELEANXuKDnQdI4O5XsVB18tk1GPJ1BxMGdaPrhlBRAnKPCOITkCszI0aARBE+GTq4/CXX12FhlYHmmwuJKrlSI5TkuOMIAiCiCmo2VN0oOsYGek6DTbNK0Btsx1mqxNapQxxSjl0WgVdM4KIIuQ8I4hOQqjMrbtK4Aiip9I/UU3OMoIgCCLmIRsvOtB1jAy6XgTR+VDZJkEQBEEQBEEQBEEQBEHwQM4zgiAIgiAIgiAIgiAIguCBnGcEQRAEQRAEQRAEQRAEwQM5zwiCIAiC6FMMzMiERCIJ6z+5Uh32ewmCIAiCIIjeCTUMIAiCIAiiT3H+7Bn8+qX9Yb33zd9OjOi9BEEQBEEQRO+DMs8IgiAIgiAIgiAIgiAIgoc+4Tx74YUXMHr0aCQmJiIxMRETJkzABx98wPne3/72t5BIJPj73//etYMkCIIgCIIgCIIgCIIgYo4+4TwbNGgQNmzYgG+++QbffPMNpk6ditmzZ+PQoUMB79uxYwe++uorpKend9NICYIgCIIgCIIgCIIgiFiiTzjPZs2ahZtuugnDhg3DsGHD8PjjjyM+Ph5ffvkl+55z585h8eLFeO2116BQKLpxtARBEARBEARBEARBEESs0OcaBrjdbrz11ltobW3FhAkTAAAejwd33XUXHnjgAeTl5YV9LLvdDrvdzv67qakp6uMliEgwWxyoa3GgyeZEokYBQ5wSSVpldw+rS6F52Xeg+71nQHOSIGIPmpcEER2iaYtEY16SbUQQnUefcZ5VVlZiwoQJsNlsiI+Px/bt25GbmwsAePLJJyGXy7F06dKIjrl+/XqsWbOmM4ZLEBFzvtGKh94+iH3H6ti/TcoxYMPc0UjXabpxZF0Lzcu+Ad3vPQeakwQRe9C8JIiOE21bpKPzkmwjguhc+kTZJgAMHz4c33//Pb788kv8/ve/x/z583H48GF8++23eOaZZ/Dqq69CIpFEdMxly5bBbDaz/505c6aTRk8QwpgtjpDFEgA+P1aHh98+CLPF0U0j63poXvZ+6H7vWdCcJIjYg+YlQXSMzrBFOjIvyTYiiM6nz2SeKZVKGI1GAEBhYSEOHDiAZ555BiNHjkRtbS0yMzPZ97rdbvzpT3/C3//+d5w6dYr3mCqVCiqVqrOHThCi1LU4QhZLhs+P1aGuxdFnUrZpXvZ+6H7vWdCcJIjYg+YlQXSMzrBFOjIvyTYiiM6nzzjPgvF6vbDb7bjrrrtw/fXXB7x2ww034K677sKCBQu6aXQEERlNNqfg680irxNET4Lud4IgCIIgupNYs0VibTwE0RvpE86z5cuXY/r06cjIyEBzczPeeOMNfPrpp9izZw/0ej30en3A+xUKBQYMGIDhw4d304gJIjIS1cIdYhNEXieIngTd7wRBEARBdCexZovE2ngIojfSJzTPLl68iLvuugvDhw/HL37xC3z11VfYs2cPpk2b1t1DI4ioYIhXYlKOgfO1STkGGOIpTZvoPdD9TnAxMCMTEokkrP8IgiAIoiPEmi0Sa+MhiN5In8g827x5c0TvF9I5I4hYJEmrxIa5o/Hw2wfxeVCHnSfnjiaNA6JXQfc7wcX5s2fw65f2h/XeN387sZNHQxAEQfRmYs0WibXxEERvpE84zwiiL5Cu02DjvALUtTjQbHMiQa2AIV5JiyXRK6H7nSCImEcqDzvTUaZQwe20h/Xe9EEZOHempiMjIwgiCsSaLRJr4yGI3gY5zwiiF5GkpQWS6DvQ/U4QREzjcUWUDUmZkwTR84g1WyTWxkMQvYk+oXlGEARBEARBEARBEARBEO2BnGcEQRAEQcQk1ASAIAiCIAiCiAWobJMgCIIgiJiEmgAQBEEQBEEQsQA5z6KI1+sFADQ1NXXzSAii95OQkBBWtgnNS4LoOsKZl5HOSbfLHfb303vpvX3lveHOH1orCSL2oHlJELFHOPNS4mVmJdFhzp49i4yMjO4eBkH0CcxmMxITE0XfR/OSILqOcOYlzUmC6DporSSI2IPmJUHEHuHMS3KeRRGPx4Pz58+HHU2IlKamJmRkZODMmTNhPXB7OnS+vZuOnm+486yz52V3QfdL76annm8486w9c7KnXo9oQteArgEQ+TWIdK30er3IzMzsM9e4L91Tfelcgdg+32jZsLF8jj0Bun4do7ddv3DmJZVtRhGpVIpBgwZ1+vckJib2ihs0XOh8ezedfb5dNS+7C7pfeje98Xw7Mid74/WIFLoGdA2A6F8DZl4y5WF97Rr3pfPtS+cK9OzzDXe97MnnGAvQ9esYfen6UbdNgiAIgiAIgiAIgiAIguCBnGcEQRAEQRAEQRAEQRAEwQM5z3oQKpUKq1evhkql6u6hdAl0vr2bvna+0aavXT86374NXQ+6BgBdA6Dzr0Ffu8Z96Xz70rkCfeN8+8I5diZ0/TpGX7x+1DCAIAiCIAiCIAiCIAiCIHigzDOCIAiCIAiCIAiCIAiC4IGcZwRBEARBEARBEARBEATBAznPCIIgCIIgCIIgCIIgCIIHcp4RBEEQBEEQBEEQBEEQBA/kPCMIgiAIgiAIgiAIgiAIHsh5RhAEQRAEQRAEQRAEQRA8kPMsini9XjQ1NcHr9Xb3UAiCaIPmJUHEFjQnCSL2oHlJELEHzUuCiC3IeRZFmpubkZSUhObm5u4eCkEQbdC8JIjYguYkQcQeNC8JIvageUkQsQU5zwiCIAiCIAiCIAiCIAiCB3KeEQRBEARBEARBEARBEAQP5DxrIysrCxKJJOS/e++9t7uHRhAEQRAEQRAEQRAEQXQT8u4eQKxw4MABuN1u9t9VVVWYNm0abrvttm4cFUEQBEEQBEEQBEEQBNGdkPOsjX79+gX8e8OGDRg6dCgmT57cTSMiCIIgCIIgCIIgCIIguhtynnHgcDjwP//zP7jvvvsgkUi6ezgEETZmiwN1LQ402ZxI1ChgiFMiSavs7mERRKdA93vvhX5bgiAIgogcWj8JovMg5xkHO3bsQGNjI0pKSgTfZ7fbYbfb2X83NTV18sgIgp/zjVY89PZB7DtWx/5tUo4BG+aORrpO040j61poXvYN6H7vOUQ6J+m3JYjOh9ZKgog9Ojovaf0kiM6FGgZwsHnzZkyfPh3p6emC71u/fj2SkpLY/zIyMrpohAQRiNniCFksAeDzY3V4+O2DMFsc3TSyrofmZe+H7veeRSRzkn5bgugaaK0kiNijI/OS1k+C6HwkXq/X292DiCVOnz6NIUOG4J133sHs2bMF38sVHcjIyIDZbEZiYmJnD5UgWI7XtuAXf/2M9/WP75uMoanxXTii7oPmZe+H7veeRSRzkn5bgugaaK0kiNijI/OS1k+C6HyobDOIV155BampqZgxY4boe1UqFVQqVReMiiCEabI5BV9vFnm9N0HzsvdD93vPIpI5Sb8tQXQNtFYSROzRkXlJ6ydBdD5UtumHx+PBK6+8gvnz50MuJ78i0XNIVCsEX08QeZ0gehJ0v/de6LclCIIgiMih9ZMgOh9ynvnx0UcfoaamBqWlpd09FIKICEO8EpNyDJyvTcoxwBBPXXaI3gPd770X+m0JgiAIInJo/SSIzoecZ378x3/8B7xeL4YNG9bdQyGIiEjSKrFh7uiQRXNSjgFPzh1NLaqJXgXd770X+m0JgiAIInJo/SSIzocaBkSRpqYmJCUlkdgq0W2YLQ7UtTjQbHMiQa2AIV7Z5xdLmpe9F7rfeybhzEn6bQmia6G1kiBij/bMS1o/CaLzIGEvguhFJGlpgST6DnS/917otyUIgiCIyKH1kyA6DyrbJAiCIAiCIAiCIAiCIAgeyHlGEARBEARBEARBEARBEDyQ84wgCIIgCIIgCIIgCIIgeCDnGUEQBEEQBEEQBEEQBEHwQM4zgiAIgiAIgiAIgiAIguCBnGcEQRAEQRAEQRAEQRAEwYO8uwdAEN2J2eJAXYsDTTYnEjUKGOKovTNB9HRoXhNE7EDzkSAIomug5y1BdC7kPCP6LOcbrXjo7YPYd6yO/dukHAM2zB2NdJ2mG0dGEER7oXlNELEDzUeCIIiugZ63BNH5UNkm0ScxWxwhCwwAfH6sDg+/fRBmi6ObRkYQRHuheU0QsQPNR4IgiK6BnrcE0TWQ84zok9S1OEIWGIbPj9WhroUWGYLoadC8JojYgeYjQRBE10DPW4LoGsh5RvRJmmxOwdebRV4nCCL2oHlNELEDzUeCIIiugZ63BNE1kPOM6JMkqhWCryeIvE4QROxB85ogYgeajwRBEF0DPW8Jomsg5xnRJzHEKzEpx8D52qQcAwzx1JmGIHoaNK8JInag+UgQBNE10POWILoGcp4RfZIkrRIb5o4OWWgm5Rjw5NzR1NaZIHogNK8JInag+UgQBNE10POWILoGidfr9Xb3IHoLTU1NSEpKgtlsRmJiYncPhwgDs8WBuhYHmm1OJKgVMMQraYGJAsx1bbI5kahRwBDXfdeV5mXHiKXfMlxoXsc2fXlO9sT51FFoPvYM+vK8JIhYJdJ5ebHJhoZWB5psLiRq5EjWKtE/Ud0FIyWIvoG8uwdAEN1JkpaM+GhzvtEa0i57Uo4BG+aORrpO040jIyKlp/6WNK+JWKSnzqeOQvORIAii8+mrawxBdCVUtknEFGaLA8drW1BR04Djl1pgtlBr5Z6E2eIIWbgBX5vsh98+SL9nD6Kv/5b0LCKiSU+fTzQfCIIgYhezxYFVO6swJkOHzfML8fydY7GlZBxGZ+iwemcVPbMJIkpQ5hkRM1DEpOdT1+II2RwyfH6sDnUtDspA6CH05d+SnkVEtOnJ84nmA0EQRGxT3+rA7ddk4pXyk9i0t5r9u8moxwJTNupbY3eNIYieRK/KPPN6veiIhNu5c+fwn//5n9Dr9dBqtbjqqqvw7bffRnGEBB89PSpP+GiyOQVfbxZ5nYgd+upvSc8iojPoqfOJ5gNBEETs4/J48Ur5SZRX1wf8vby6Hq+Un4TbQxLnBBENeoXzbPPmzcjPz4darYZarUZ+fj5efvnliI7R0NAAk8kEhUKBDz74AIcPH8Zf/vIX6HS6zhk0EUA4UfnuhspWxElUKwRfTxB5nYgd+upv2R3PInq29H566nzq6vlAc4EgCCJyPB5viOOMoby6npxnBBElenzZ5sqVK/G3v/0NS5YswYQJEwAAX3zxBf74xz/i1KlTWLduXVjHefLJJ5GRkYFXXnmF/VtWVlZnDJngINaj8lS2Eh6GeCUm5RjwOcdma1KOAYZ4ShnvKfTV37Krn0X0bOkb9NT51JXzgeYCQRBE+7A4XIKvt9qFXycIIjx6fObZCy+8gH/+859Yv349br75Ztx8881Yv349/vGPf+DFF18M+zjvvvsuCgsLcdtttyE1NRUFBQX45z//KfgZu92OpqamgP+I9hHLUXkqWwmfJK0SG+aOxqQcQ8DfJ+UY8OTc0V2it0DzMjrEwm/ZHXTls6ivPFtoTvbc+dRV86GvzIVYguYlQcQe7Z2XSRrhNcTh9tBzlCCiQI/PPHO73SgsLAz5+9VXXw2XK3wv+4kTJ/DCCy/gvvvuw/Lly/H1119j6dKlUKlU+K//+i/Oz6xfvx5r1qxp99iJK8RyVL4nCz13B+k6DTbOK0BdiwPNNicS1AoY4pVddo1oXkaP7v4tu4OufBb1lWcLzUkfPXE+ddV86CtzIZageUkQsUd756UhXoniHAPnc9Rk1KP8eD1SE9T0HCWIDiLxdkRhPwZYsmQJFAoF/vrXvwb8/f7774fVasVzzz0X1nGUSiUKCwuxf/9+9m9Lly7FgQMH8MUXX3B+xm63w263s/9uampCRkYGzGYzEhMT23E2fZvzjVY8/PbBACOdicqndWPJxg9nGvDvI7UoyNDB7vJArZDhu5oGbCk7CYvDjR2LJuKqzORuGx8RCM3L3o/Z4sD/z96Zh0dVnv3/O/uSdTJDIEBWJpIdg2FNgoIbyKby2gr0bUJwaVm0tSigsqNi9X1rBbRVidr+RPtaBBTXIlYS3CGVhDWBSEACYZLMZJnlzPb7Y3IOZ+YsMwmBZOD5XFevSjJz5szJeZ7z3Pfzvb+3qYNCm92JaI0ChojeTUBcqbmoqqEVd730leDvr5a5hYzJ8EZoPDx9V65PzWC79HF4rYyF/gQZlwRC/+NSxuXJCx1YtbMGFSzvs2KjHvOKUrFoaxW23jeGzKMEwiUS9sozwNcw4LPPPsPYsWMBAN988w1Onz6NX//613jkkUeY1wUm2NgkJCQgKyvL72eZmZnYtm2b4HtUKhVUKtUlnj2Bpr/uysdolKhqaOW0fn5xdj4eeruq3xo9X6uQcXl1cyV8ka7UXNSfy9V7EzImwxu+8aBWSLHq/UPYfaSJed2ljMNrZSz0J8i4JBD6H5cyLmUSCabkJqC0MBUOlwcquRTn2+yQQAKAzKMEQm8Q9smzmpoajBw5EgBw4sQJAMCAAQMwYMAA1NTUMK+TSCSixyksLMSxY8f8fnb8+HEkJyf38hkTxIjR9n2yjI3FSmHFjhre1s8AsGJaVr81eiYQrjaC+SJtnJ3fa/PHlZiL+nO5OoHAhj0eLFYKi96u6tVxSMYCgQBMuPl2nGu6IPqaQfEDsPfzTy/pOKEcgxBeWKwUntxRg4o6/rJNEq8QCL1D2CfPvvjii145zu9//3uMHz8eTz/9NH7xi1/gu+++wyuvvIJXXnmlV45PCE9MHRTvgwjwJdBWTsvqV8k+AuFq5mrzRaJN5IVKRMPpuxCuHS7HOCRjgUAAzjVdwMjF4nYzBzYuvOTjhHIMQnhB4hUC4coQ9smz3mLUqFHYvn07li9fjrVr1yI1NRUvvPAC5s6d29enRuhD2uxO0d/bKPcVOpOLsP2eYjQKRKjk6LC7Lpv/E4HQXwg2HtuD/D4QPu80AJfVTy2Q/lquTggvLrcPIJveGod850zGAoFAIHSf/hivEAhXI2GZPLv77rvxxhtvIDo6Gnfffbfoa997772Qjztt2jRMmzbtUk+PcBXR33xY2H5PWqUML87Ox+v76v3KSnvb/4lA6C/05ngM9E7TKmUoLx2FzXvq/HZvr8R46m/l6oTw4kr4ALLpjXEods7D4iMv+RwJBALhWiLYvKxRyq7QmRAIVzfSvj6BnhATE8N4mMXExIj+j0C4FGgfFj6utA9LoN9TWVEqJ3EGXPSdsVipK3ZuBMKVoLfGI593WllRKjbuqeWUPZDxROjPBPMBvBz37aWOw744ZwKBQLiaiVTLUWTU8/6uyKhHq9VJ5lYCoRcIS+XZ66+/zvvfBEJv0598WAJ9ZvITY/06gLIJR/8nAiEYvTUe+TybyHgihCN94QN4qePwavMuJBAIhL6m0+FCaWEqvIDfpnqhUY/SwlTYKTeZWwmEXiAsk2cEwpUk0JMoQiWHUiZFU7sdVqf7inmMBfoZOFwe0dd31/+JQAgHesMjjM8bpDfH05X0nyJc2wTey1qlDGVFqchPjIXD5QHlcsNi7f2A6VLGYW97FxIIBMK1jsXmxLJtB/HsrDwsm5KBDrsbkWo5mtrsWLrtINbOzCFzK4HQC4R98uz8+fNYsmQJPv/8czQ1NcHr9fr93u0mBomES4f2JLrS3jJsAv0MVHLxqusr7cdGIFwpLtUjjM8bpLfGU1/OEYRrD/a9zPbBZKsoL9f919Nx2N+8RAkEAiHcidEosGFWHsoD7FwKjXpsmJUHuURC5lYCoRcI++RZaWkpGhoasGLFCiQkJDBeaARCbxPMp2Xj7PyQA4meKFNonxm6TKbqtBmFRj3H8wy48n5sBMLlpjfVXIFjCeid8dSbcwSh97ialYDsezmYD2Z/uf/4xh8NeXYRCARC94lQybH121PIT9KhrDAVDpcHaoUMBxpa8fa3p3D/hGFkbiUQeoGwT55VVlaioqIC119/fV+fCiGMCSW46o5Pi9jxeqpMCfSZKa+sx4uz8yEBUBnQbfNK+7ERrl2uRGKit9VcMVolnp2Vh38fv4D4KBUcLg80Chmm5ibgfz47ht1Hmvw+J9TxRLyc+h/9UQlosVIwW53opFzopNyI1SgQH6Xq0b3Bfi6Ei29ff/ISJRAIhKuBTocLJeNScNZs8/v5kBg1RiXrEBehIHMrgdALhH3yLDExkVOqSSB0h1CDK7ZPS6CvjFohg8frhcVKodXqxIod1agISGhtmJWHCKXskpQpgT4z0RoF/ucX16PD7uqx/xOB0FN+brXiVLMVZpsTaoUMnx9twrHGNqyZmdNriQkxNdfSbQexYloWZFJJt5N2XgAfHWz06645Id2Ap+/KxeN3ZKLN1v3xRLyc+hf9UQnYaLbhVIsVG/fU+inEirsSR4HjJpTkNP1cON7UIfrZ9P3XH5R4veFdSCAQCAQfHq8XGoUUgRGxF4BGIYOUVGYRCL1C2CfPXnjhBSxbtgx//etfkZKS0tenQ+hFerrA7877QgmuAJ+ixOXxorx0FKp/NiN3SAy2VPr7yhSnG7B8Sgae/+yYX+KMfbx1M3MuWZnC5zMzMFr0LQRCr8AeW1qlHPtPtWD9h0dgpXzekoVGPeYVpmLVzho8f8+IXgmExdRcFbUmnG6xYv6bP4SsJrJYKTS1O9DQYsW8olSMSIpFeWU9rJQbe2tNeHx7NTbOzkfagEje7y02pxAvp/5Ff1MCnm+zo9VKYXNA4gzw3cuBCb3uqOZitErEBfku0RrFFVHi0eOlw+FErFYJyuVBh8PFGTuX6l1IIBAIBB+KLk+zZH0ELF0bmgcaWnH4rAWphgjISfKMQOgVwjJ5ptPp/LzNOjs7MWzYMGi1WigU/sFJS0vLlT49Qi/Q0wV+d98XLLg612bH+g+P+L3m6bty8Hol11emotYEeI9iRFIs9hy9wHu8Tsol/KURmjKlP6gGCNcefGOr0KjHi7Pz8dDbVbBSbmZM5Cfpei0xEUzNRXfJDEVNFMp3CEyqdGdOudq8nMJ9rulPSsCzZhuW/vNHlBamcjZXaNj3Xk9Uc8HuvwiVHEve/bFXlXjseyRGo4BSJsXy7dXYf6oVL87Oxx8/Peb3rOzrklkCgUC4GvFKJFj/0RFOs4B5hal4teIknrwjqw/PjkC4egjL5NkLL7zQ16dAuIz0tNSmJ+8LFlydabVxjjcwWi0Y/FTUmVBamCJ4PFqhI0QwZUp/9O8hXP0IjS16kVZWlMqoMPfVNaOsMLXXEhPB1FzsLpliaqLufAd2eVt35pSrycvpaphr+osSkLmP6poxe0yy6Gvpe68nqrlg91+H3dWrSrzAe2TRJCOqGlqxr64ZiyYZw6J5AYFAIIQ7FiuFFTuqOfMte0PT5hKPPwgEQmiEZfKspKSkr0+BcBmgd7BbrBTmFaZiROLFcioasQV+T4KNYMEVH7TSpSe/j9EoeqxM6Y/+PYRrA7GxRSfLaLRKGeIilFArZKhqaL0snTFpCo16VJ02+/1MKGnXne9AJ1V6MqdcDi+nK60Au1rmmv6iBGTfR+xkLx/0vddT1dzgWA2eu2cEWjsptNldiNbIodMqMTBajaqG1h4dkw++e4TdsKC/NC8Id/UkgUAgBMPUQQlu6tPrG6vDDYu1fzSNIRDCmbBMnrE5cOAAFAoFcnNzAQA7d+7E66+/jqysLKxevRpKJZkkwoFQyqlohBb4wYINs43i/EwsuCpON3ACcyB48BOj4U/ITUg3ID5K1WNlSn/z7yFcO4RaOqlVyvDi7Hz8b4Dv36V2xuQbM3Q5wkNvV/m9XkhNFOp3YCdVeprA6E0vp75QgF0tc01/UQKy76Oq02YUGvUchQB9XvS911PVnNj9IvRsCnZMPvjuEfbGUbBNpitRMns1qCcJhEB+PnMG1+WOFH/N2UaIv4JwNRFsrUK5PYhUy8Pm2U0g9GfCPnn24IMPYtmyZcjNzcXJkyfxy1/+EnfffTfeffddWK1WUuIZBnSnnAoQXuAHCzaUcilqz7cjPkrlZ1gsFFytnZmDO16s4BxHLPgpNOoRpZZzfl/c1cXPF1SjR8qU/uTfQ7i2CLV0sqwo9bKUarHVXBabE3anG1+dbOYk1sXURNFqBW+X3AMNrSivrIdKLuUkVfq67K+vFGBX01zTH7o6su+j8sp6vNjViIav2yZ9Xj1RzQW7XzbMysPW+8Yw3XHpe99KubutxOO7R9gbS6Eq7Ojz7m112NWiniQQAnF7gZGLN4u+puGxmVfobAj9gUiVeDifEK2BWi6FxRY+z24Cob8S9smz48eP4/rrrwcAvPvuu7jxxhuxdetW7Nu3D/feey9JnoUB3SmnElvgGyKVKE438B6r0KjHp4fOY9OeOs7Os1BwBQAFyTpO8FJeWY/y0lGQSSR+vytON2DhRCMWvnUAm+eORLvdBYvNCZVciqrTZqz54BDWzMzB4FhNj5QpfR3IE65dQi2dHJ+mv2ylWuwxc9Zsw1++PMFJnImpiQyRSpSXjsLGPbV+51ho1KO8dBQGR6s5AXVfl/31lQLsaptr+rqrI/s+slJuPPR2FcqKUplnW6JOi4HRKr9z7IlqLtj98pOpE3Ne+5b5Ga3u/sd3DVg7M6db14jvHmFvLIWqsLtc6rCrRT1JIBAIwVDKpKKb+jEaOSTwht2zm0Doj4R98szr9cLj8ZUH7N69G9OmTQMAJCYmwmTiXzgR+hfdKacSC45jtEqsnpGNlTtreLvN0OVdfDvPQsEVX/BSkKxDSpxWMOH2/+aPwZM7qnn9Bxyunu9493UgT7h2CabQ/MnUiS0lBXB5vKLH6S3FUk/VRJv31PEa6kolEmziGZd9XfbXVwowMtf0LoH3kZVyMxs5z87KQ4JAkqi793lw6wL/39P3/vP3jMDAaHW3vhPfPUKr6iQQVtixx87lVIddTepJAoFAEMNs83lFA+CNfxparBiq05JnN4HQC4R98qygoADr16/HLbfcgi+//BIvv/wyAKC+vh4DBw7s47MjhEIwlUOKXovPH7kxpOBYAl9XmbLCVESo5Oh0uFB12swp7wp15zlY8CK4+y9g3Lm31oSfzTaYOqlul6b0dSBPuLYRGgvNnRRK3/geALClpED0GL2569ldNZFvXPJvqFSIzAd9WfbXVwowMtf0Pj29j7pzn3enMy1NRa0JHXYXBkaH9BF+5xV4j1gpN/7xXQOenZUHu9ODTocTT9+ZC8rtQafDxfnOwdRhjRY7Tpo6e1TKebWpJwkEAkGISJUCs1/9llE0O1wepurlobersHF2Pii3hzy7CYReIOyTZy+88ALmzp2LHTt24IknnoDRaAQA/POf/8T48eP7+OwIwbBYKXi8XmwpKYBEIvHzYAF8wdqQrjLHUNBHKHHwtBmb9tThpbkjseCtA4KvDXXnubtBerAd75+arVjw1oEelab0B/8ewrUL31g4aepk/jvUUi3gynfBuxQlSl+V/fWlAozMNb3P5biP2OMoUiXHM3fnYt2uw36bRQB/Z1qanqqwLvUeCTYmT5o6mWd4d5+XRD1JIBCuFQyRSowfpvf7mUQiAQCMTYtD1Wkz2TAgEHqJsE6eud1utLa24ssvv0RcXJzf75577jnIZLI+OjNCKATrsFmQrBNUOQgF3uzd8O4YFod6/FAIdfe/p6UpvRWAXenkBUGYcP5bhGKGXmTUMw0zgCvTBS/wmsZpldAqZZykAk1fLyyF7oG+VID1tVcYQRy+cVScbkB56SiUvfE9c6/fkhmPh25Oh6mDwktzR3KaBVzKvc93j4Q6n3VHKbe31oSl2w5ixbQsyKSSoHNkX48dAoFAuFLEaJVYMTUL+074bxYMiVFjVv4Q/Lr8O0zLS+ijsyMQri7COnkmk8lw++2348iRI5zkmVrdPf8OwpVFrMOmVCLBxw8VQ62U+couG1oRrVEgUiWH1eGCB8DqnTV+pZG095LFRiFSrcBz94yA3ekWbCAgtvN8qYF9qObqQPeNi3sryXIlkhcEYei/Y4fDiRiNEit21PiVFIbT3yKYGXqMRoF/H78Ayu3zLrwSXfCE7u/XS0fhm/pm5AyO8eu2eayx7ZKUKD0dl/T7Wq0UnG4P9p1o9ut+SN8DRAFGCERoHFXUmiAB8PFDxWi1UojWKCCXSfH4ewdRGeCFQzcLELr3e3JfC4099vOZPk6wZ2XNWQsWTTL6dceVSoC6pg40qeVIitNiiE4reC5k7BAIhGsBi5XCuTY7Pqpu9Jvni416pA2IxKu/vgFqmbiggEAghEZYJ88AIDc3FydPnkRqamrwF4uwevVqrFmzxu9nAwcOxLlz5y7puFc7PVlcW6wUGi12Qa+TiloT7C43ntxZ4/eaIqMej03OwLOfHOWUhe2tNeGJHdXIT9L5GTE/282dZ4uVwtJ/HuR4I4Ua2FusFJo7KayakY3V7x/iqOrYjQtoQi2Z6a2E15VIXhCEYf8dF00yoqqhlfd+Dpe/Ba3woL8TbYZO3++/Lv8OVsqNWzLiAQT3OTpjtqGp3YH4KFWPvrvY/e0FMCVnEOa/+QO0ShnKilIxLk2Pm64bAFMnBbvL581ksV16siDYuAymvA28B/r7fUC4fFisFJraHTDbnIhQyhChkoNyeUTHEeX24PokHSxWCovervILqADfRpUEEHwW9uS+Fht7gc9n+jh86rBCox73FaXBCy+2VNb7dcctNupRUpiK+W/+gJFJsdhwdx6Gxgkn0ITGTjirfQkEAoGN2ebEpj21nHneJzKQ4PE7MtBJuWGxki7DBMKlEvbJs6eeegpLlizBunXrcMMNNyAiIsLv99HRobvgZmdnY/fu3cy/SdmnOD1ZXNPvmT06SfTYZ1ptnAV4ZV0zfmt38fopAb5ggFa70CUeG2fnd2vn+VybXdBUPJiBMft60IH5b28cBoVcijabk7dxARBa+ajb68W6Dw5xGhF0t5QFCJ686I4SjtA9AoPL/MRYv8CQTV/9LXoSVA6O1WD9zBzUXejgGNXS9zt9nwfzOTrV5QlY3JXk7q76Tuz+rqg1oXR8CrRKGV6cnY/X9/kH5kVGPUq7EtyB6i8+zrfZsfSfP/KOS7Hkp5jyFgDKilJRXlmPvMTYSzJNJwgTDskTi5VCq9WJFQHdmwuNejw0KV30vQ0tVkSo5LBRbsHxUFnXDLvTw/u5PdlgERt7gc9n+jiB6jC1QoZd1Y348YwZ3//UwnneV9Q1wwPfGNm0pw7Lt1fzdsoV41I2osLhviEQCNcWNsot2Kisos63cSiVSsj6nkDoBcI+eTZ58mQAwIwZMxhzRADwer2QSCRwu/n9bfiQy+UYNGhQr5/j1UhPFtfs95SOT+nZ59rEA2+H62IgsLfWhOZOCvoI33l4AV87TqFjWymcabWJHl/IwDjwetDqm0176vDM3bn4uLqx28bF7AX+lpIC4QdjrQmnW6yY/+YPIQUAl2KcTrg0AoNL9v3Kx5X+W1xKUBmrVeDNr37ivc9vzYxHpFqOE00dQb0I6d9X9FB9F+z+drg8KCtKxev76jmBeWVdM7y4GJiLzWdnzTb8ZOoU7awrtFANlmS4vygN18+O5ST3wqmctz8TDmXrZ802fHn8Aj48eJZXNbbgJmPQYyzbdhC/u0U8ycY3x/R0gyWUscd3HLY6zGKlcPC0GSXjU/DC7lre47ATcUKdcoWSXJeivA6H+4ZAIFx7tNtdor/vdLghkQAOqUgQRCAQQiLsk2dffPFFrx2rtrYWgwcPhkqlwpgxY/D0008jLS1N8PUOhwMOh4P5d1tbW6+dS3+nJ4tr9nvEuvIVpxsEu4IJBd600isxTsMYIlf/7DvGorerQlrsmjoo3mMLfT57sS12PdbtOoyPHirGyp013SsfZS3SgyVZ6N+HEgAEM2nua+P0S6U/j8vA4PJSmlr0Npdazitk0H1rZjxWTMvCknd/ZEpVhcb+pXoCAr77m54P2F5JtEG6Si4VVfyxA3Ohc6CvVTAFrVDyM1iSIUarwPOfHQvrcl42/WlMhkPZOn2OpeNTOIkzmq9PNqPYaOBVStPjaG+tCY/fkSn6WXxzTE83WLrTAEDoOPQ8cqRR/B5hPxMDjyOW5BJT4onNN+fb7PjJ1InZo5MwrzCVmU/6033TXfrTuCQQCD56Mi61KvFKKa1KBqlEAiXxPSMQLpmwT57deOONvXKcMWPG4G9/+xuuu+46nD9/HuvXr8f48eNx6NAh6PV63vc888wzHJ+0a4WeLK7Z7xHqykcbC9/xYgXvcatOmzkBg1AJ1tN35WBVQGMBQDhIarM7xZN6AYE9fSx6d1sIK+VGm43qVvloYDIuVLUO+5yEji1m0iymhAsX+vO4DAwuxe63K/236I1yXj6D7ki1nEmcAcJj/1I9AWkMkUqUl47Cxj21fvNBoVGPLSUF+O6nFqTHR4keIzBZHXgO9LUKpqAVSn4GSzLIZRLB8vRwLK3uT2MyHMrW6XMUS86WV9Zj+4LxWP/hEVFvTZlU0u35vqcbLN1pliN2nMGxGnQ6xJUU7Gce+zjBkqM9UeKdNds45dmB/oT94b7pLv1pXBIIBB89GZcauUx0U1Itl8Hp9oT9+p5A6A+EffIMACoqKvDXv/4VJ0+exLvvvoshQ4bg73//O1JTU1FUVBTSMaZMmcL8d25uLsaNG4dhw4bhzTffxCOPPML7nuXLl/v9rq2tDYmJiZf2ZcKEniyu6ffQqhCpRIIHJwzD8imZcLo90CplGBTt65JakKzDXpZ3GK0g0WmVmDliMJ75+Aj2HL0AAIIlWAOj1d0qqYpWK0QD+xXTs3Hn5n2cY7XbnUGvR4RK0S3T78BknFiShS8oEUs4CCmExJRw4UR/HpeBwaVYEvlK/y3a7E5RxVaoSazA+/yUqROl41Mwe3QSc7xl2w7i3tFJKCtMRZRagXZ7zzwBhdi8p44zVvbVNUMKCW5I0XUrGc13DvT47GnyM1iSobXz6iqt7k9jsr+WrbPLDFVyKRZNMkKrEFYTWCk3Gs12rJuRjbauRJPV4YZCLkVF7QXmdTKppNvzfU83WISeLXyJ8WCbA/FRqpAScYHHCZYc7a4Sj0nG8cwnwMUS73Abk0D/GpcEAsFHT8alRAL87uZ0TMtNQHy0mlm/nbfYYIyPhFQCQIKwX98TCP2BsE+ebdu2Df/93/+NuXPn4sCBA4zUtb29HU8//TQ++uijHh03IiICubm5qK3l99wAAJVKBZVK1aPjhzs9WVwbIpW4NTMevxydxGvUveHuiwv5DbPysGpnDe9ri40GrJ2ZjSen+ha2aqWctwSru35ShkglCpJ1WLbtoK9L55QMdNjdiFTL0elwYveRc5zAHgCjIutNNVdgMq67ap1gCQc+hZCYEi6c6M/jMjC4tFJuPPR2FVZMy8LKaVmwUe4++1vEaBS8Ck5aYRGt6X4S60yLFU/ymJ1vmJXHJMreX1SIP3/OTX4DvhJuuUzSrQ5Rpg5KsOlHRZ0Jv71pGL462RxyMppv/NLjU2hcFoeQ/HxiaiZKWm2QSCRMgvKGZB3WzMgG5Rafu8KttLo/jcn+WLYu1Hn1lsyBuCVjAHYfvZgMY3eJlUoArwR47pOjvKqof3zXAH2X11d35vtL2WAJfLZolDIcaPBPjIdynFAScezj0MnH5k4K5aWjmDEV+MzurhIv1CYI4TYmgf41Lq8VJtx8O841XRD8/c9nGzHyCp4Pof/Rk3Hp8nowIEqNFz+v9XsWFBv1WHdnLpweNyJENmMIBELohH3ybP369fjLX/6CX//613jnnXeYn48fPx5r167t8XEdDgeOHDmC4uLi3jjNq46eLK5jtEqsnpGNx7Yd5DXqfnx7NVNKOThWg/V35WLJ//2H89r9Da34+mQzsgfHgM6PbV8wHm02F74/1YLyynoAwFCdBltKCjgKmsDuf+zze3ZWHk61WLFxT61/MGw0YF6Rr0sfezFOL7aD+T39bLbheFMHYjUKxEepgiYCApNxdJKlrCgVC28yQqWQwuH04KuTzRy1TqjJuu4o4Qi9x+VKXPIZZAMIuTNchErOq+CkFVsrpmXixIWOkLvL/dxqxdL3uGPddzzgHw+Mw6eHz0GjlGJxV+fAwMRwyfgUTPlzBQqSdSGbcgdTFqkVMtydPwR35Q/B6vcP+QXG7G6bgPB8xh6f9LgsK0wF5fYgIUaDWI0cTe12WJ1u0a68NMXpBnz0UDF0WgWTCLiaS6v7kv5Wti7eefUolk3OgMPlRUWdT4m9ec5INFpssDvdUMikaLTYMSJJh/0NZuY5sK+uGRLA794NNt/zzR89nacCP2tQtBqjU+JCOs75NjtaOym02V2I0cixYVYe7E43Wq0UZFIppBKg0WLHxtn5aGp3QALh5CNdVsl+PsqkEjw7Kw//Pn4B8VGqiwqNNjsmXjeAc16hNEEgY5IQKueaLmDk4s2Cv294bOYVPBvC1YJKJsOaDw5hRJIOpYWpfnHPul2HsGp6NtQkeUYg9Aphnzw7duwYJkyYwPl5dHQ0zGZzyMdZsmQJpk+fjqSkJDQ1NWH9+vVoa2tDSUlJL57t1UVPkgB2pydkL58Ou4tTKsH2N3t8ew3zc3o3+vBZCzbPGQkvvPjjJ0f9zJbZi+mCZB3vYlerlGHznjpUNZixaJLRr3ztvMWGRZOGwUp5kJ8YCwBI1GkFr4dWJYPL7cXy7dW8qhSxRABfMs5KuXHwtBlzRychIVaDs2Yb/vLlCU7i7Goovbza6e3EZWDwqFXKUF46Cpv31PmpsMQ6w3XYXYJjs6LOhNOtNr+OrhFKmWBizmKlcKrZKnK8ZpS22/GfhlbcW5CIzEFqPH1nLmxON342+zreVp02Y9m2g0wZ6ZHGNnQ6XEGTz8GURTEaBdIGRAIANvH4s3U6XNh63xjOfBaYXHjm7lysfv8Q/nWkCZv21DHX/H8+PSZ4zYUSJRW1JqzcWYONXSq2q720ui/pb9c2mLLpQgeFG1J0ePiWdESp5WjtpPBhdSMn0RyYKKqsa4bdKa5gpBFK6D5zVy6GxUd26/sIdbkM5bo2NHdynpdFRj2euisXL//7BHYfaeK855m7c/HRwUaO2jSwrBLw/Y31EUp0Um7OeyakG3DjdQM4xw82n8RqFGRMEgiEPsXmdGP2mGTeyoF5hamwOd2I6UH1AIFA4BL2ybOEhATU1dUhJSXF7+eVlZWinTIDOXPmDGbPng2TyYQBAwZg7Nix+Oabb5CcnNzLZ3x10d0kQHf8ZgJfq1XKsHF2PtQKGeaOScb8ojRGTUYvlPOTdGi02PBRdSOnSxmtoCkvHYWUOC3veZs6KOxvaBUsX3vqzlys33XI7+d0kwOLjUJkV8BtiFTio5pz2HXwLCeBUFFrwtJtB/H8PSMwsMvjjY9gycmrufSSEDp8CZmyolSOehIQ7ygYisICAH441Yp9dSZkJUSj3eFClEoOeIHTrVY0tTsQH6WCqYOC2Rb8eGzFabIhAieaOjD/zR8ACDcCoYP6oXFa3uN2R1kU6vwl1L3v6btysfyOTLTZnNBplXhyRw0niA+1K2/g5gEZ35eP/nRtg427aLUcN103AFFqBWRSYOMX/H5+gH+iCOD3bwtMbkWq5IIJ3WXv+SwMhuj4x1ogZ1qsWP6evz+YWMKePheLjUKESo4Dp1pR1WD2e01lXTPWfXAYs8ckYfboJI6SPD5KJVimzS6rLDLqsf7OHADo8jALrduq2HxSnG7AsPhI0ec4gUAgXAmEKgcAYOW0LDS1O8j6gUDoBcI+efbggw/i4YcfRnl5OSQSCc6ePYuvv/4aS5YswcqVK0M+Drvkk3D5CNVvxmKloFHI8NLckVArZKj+2YzcITF4vbJesOMVe6EcmDijoT2P6P34wEDCbKMEGxDsq2vGkzuqcX2Szs+DZm+tCU/sqEZ+kg6b9tQxybSEGLWw8qbWhBNNHXB7vEEVaOyHncVK4URTh9+ufneVAYSrC76ETH5iLK8PICDcUTDY2FTJpdAqZdg0Jx+vV9bj0X8eZH5XaNRj0UQjLjgp/PGTo/jtTcOClk3Tpvx7a00412bn+BUpZBLecRgY1PMpXXpTWXS+zY6fTJ2YPToJ8wpTme+xt9bEJP7SBkTiRFOHYBAfSldegJvsIKXVl4/+cm2DjTud9uIcf/isRfCZwn7+0QRaE/ApVLfeP1YwoVtZ14xTzVZEquRBr5VQmXZgUspi9Y1zL4DVAd2w+RR0WqUM945Jwhv7+J/9Lo9X9Ly0Sjm2lBSg6rQZ63YdxmOTM7rVbTWYUpEkzggEQl/j8UL02eDxhl+jIQKhvxL2ybPHHnsMFosFEydOhN1ux4QJE6BSqbBkyRIsWrSor0+PEEAoqhA+lcfTd+VwEmcAd8ddrEkAbbQcqZbjSGMbOuwutFgp2Ck3rE432mwuJOo0mJw9CFkJ0X7KNvoz8hNjEaGUY2SSzi8ZwA5c9taasGJnDR66OV30WphtTizddhDr78xBrOai15FQKZyQ+iVULyjC1UHgPeL2ejlefN1plkEfz+31ojjdwBtY0ib6ZUWpKK+s51V1AsDU3ARkD4lBtFqB1R8cEiybzk+K9TPlP9NVEsp+7app2fjrlyd5z58O6gFg2XvVnDHx7Kw8bJydD7PViU7KhU6HG1EaOSi3h9N8IOiY++ePggE+O9gOJTHWH83qCX1Ld5SSnTwNa9iwxz39XouVgtnqZEqi5xWmYkRiLN75rgEbZuWhucMhekypVILjTR2Ii1By/PvYyjGVXIb8JB2qurzXAjv3nmuzo93hwpkWK1QKGf73s2NBn+f0f4spKpZOzhA9fyvl8ptbHrhxmOjr+QLM/qRUJBAIhEA6HS7RbumdDheiNGEf8hMI/YKrYiQ99dRTeOKJJ3D48GF4PB5kZWUhMpKocXobsSAzVILt4gLgLSEZGK3mLLRp2IkrWs0SiFAJGG0QvnJnDTbMysOK92s4XjKb5uRDAgleqzzJ24WQ3iVnBy4VtSYsvyNT9Fqo5FJU1JpQ19SBd75rwIppWXhiRw1vcixCKeO9LmJleL3x9yL0L4S8iQLVGkLjgIZO0rCPR48Rr9fLSXrR3e02zs4XVLTR4/C6gVGcxBn9ewB4cmom4qPVnA6xga9dt+sQpwyNjdnmBJqtvGNi5c4arJqezSmjLDTqsXhSOpLjtIxv4MqdNchIiEZ+YiwaLXY0aRVIitMiUiXHl8cvoLQwFbPHJPstRIF6PHhjGpxuLxwuN6oaWqFRyrBokpG3wx99zfubWT2h7+mOB1tsEM8aetzT77VRbvzE0wCn0KhHeekoPPvJUY5aLZBOx8XkU3G6AatnZEMKQCGTYvn2al6T/mXbDmLDrDzB563d6QnpeQ6Iq2j31TXD4/F1lOM7XmDnXACIUIqbZgslsPuLUpFAIBACiVTLRbulR6rl0MhJwwACoTe4KpJnAKDVajFw4EBIJBKSOLsM9KbqSWwXt/Z8O6/yJZiSxuHyMAvlITFqjoJGaPe6sqsr2dsPjMXa9w8JdgackpsQ1GcmMGEh8foeXHxS6mKjHtU/W5hzH54QzTFKBi4mx9bNzOlWqQlRqV19iJnNe71ev0RT1Wmz4L3HVqSwj8fu6LpAoKNrKOPQ5fEKlk3vq2vG72+5Dr8u/45JMPEFuEBXUwGRwF4llwr6qg1PiOZ4L9GfDwDT8gZjUkY8Vu6swb2jk7D121MAfIF6q9UJwIohsRrsPd6Ej2vOM+8vNuqxY2Ehdh85h1syB2HNB4c4yQG+Dn/BuvKSRgDXNqEqm+KjVILq0OJ0A/SRSmwpKYBxQCS0Spmg7+a+uma0dzUIyU/SCc4VhV3PKXbznPNtdkSq5Hhh93GBDqG+Lp/lAs9bL4Altw0XvR7seSb4nOPGvKJUeAFO0n9+USqqf7b4lY9HqeSiCexItZxjjUDGJYFA6M+oZFJBha4EwLqZObA6xZXLBAIhNMI+eeZyubBmzRq8+OKL6OjoAABERkZi8eLFWLVqFRQKUgZzqQgF7WKqp8D3h9J966zZhoYWK+8xgilpYjQKzCtMxdZvT+GGJB3WzczBip0XVVxiu9cVdc2wO92CO+FiQTy9S15o1KPmrH+QIZECj03OwPOfHuPszi+YmA6701faopJLg3pUdVIu0e/f6XD6ldA4XB6MSIzF/lOtTBAf6t+L0D8RM5uvrGvGgpuMzD1UXlmP8tJRkEokvCWNMVqlz6Mr4HhWyo1Ne+qwaU8dPn/kRmhiZH4dXYONQ5Vc6msgIEJTu4M5XrFRj5IuVVt3oBNudNfbQIKpVcoKU9HaSSEjIRpbvz2FOawuVXTpw7g0PeYVpuEXBUnY36U4q6hrxpoPDmHxJCPWfcBNtlcGJNQBbmKMlIBde4SiAuZ7JvK979lZeVz1qVGPeYUpmPPqt7BSbuxYMB4ujxfxUSpBHxxLV+K5vLIeL3Z1efXrCm00YH5xKrxecFTXxekGlIxPwTcnWzgqy311zVg2JUPUf2fZFIno9WLPM8E6xMllEiza6kv6Pzk1C1bKDbvTje9+aoEEEnxX34I//auWef0tmfFYd2cOVuyo4SSw19+Zgye2V/t19SSbTgQCob9jd3kE59zKumbYXR6Iz7oEAiFUwj55tmjRImzfvh1//OMfMW7cOADA119/jdWrV8NkMuEvf/lLH59h+NOdDnGBNJpt+PfxC4iPUsHh8qDV6sR39S246boBSGAtRukEXen4FN7j0EqaqgYzp6b/fJsd8dEq/NxiQ9bgGCzcegDv3D8Gz98zAieaOmC2ORGhFL/VO+yhe8nwcV9RGrzwYkulv2T6uVm5uCNnEErHp8Dh8kAll6LqtBnz3/we+UmxWDE1C9U/W3DdwCjR4/OVgdFolTJEa5RY9HYVbwkNWwUT7O9F6L8E89RSK2T4/JEb/RIym1hJmmiNAhEqOTrsLlQ1tEIll4qWGbbbnRgWH+mX6NFplaK+aOfb7EgS6IJJk6zX4qW5I6GSSzEgSoV7X/lG8P4eHKvBpIwB2MNq0FFsNGBeUQq2ftMg+BmB4zXQCyQ+SgUAKEjSAbjYpUqovDuwMcmyKRmCyfbKumY8OTULt2TECybGSAnYtUNPVcBC73t2Vh7W35mDuqYOv2fKoq0X5/kotQJtdqfoc4tOULEVp2WFqcwxE2LUcHm8eGH3cU5Qtv9UK6bkDMLfykajqd3BaQjSGeR52mp1Cquy0w2Ij1Izc4Td6RYty1TIpEzS/5aMeIxM1uGs2YZTLVa8VnmS8xm7jzTB6/Xi6btz4XB6mPkyUi3nJM4AsulEIBD6Px128Q32DocLkUE2NgkEQmiE/Uh6++238c4772DKlCnMz/Ly8pCUlIR7772XJM96ge52iKOxWCmcarFyykYKjXqkGiKgVcqYxSidoBuRGMu7qC6vrMfrpQXweoGNX9T574IbDRgYrfILHiJUCgyMVsPt8WLZtoMoEUjK0USqxb0Ahuo0TBfAwGSDPkKFfScu4OsTzZzzjotU+ZkVs9lX14zHp2Ri91F7SMo6oVKTFdOysCLA24k+PgCObxTpuBOeBDObj9EoeDuvss3vl7z7Y9AEKw3t/ROY6OFTvvi6bfrUlA6XW7QMTC6VYMm7P8JKuX1KzaRYwddWNbTioZuvw6/HpsDqdEMll+J8mx2mdgcW35yOP39+nPdasL2hhBJixekGPDk1EwXQhWxOTo+lYMl2u9ON67sSc4Rrl56qti1WCit31mBEYiyz8UInqFburMH6u3Lx5lc/BfXOa+mkBM+t6rQZxUYDKupMTPKJptCoR36SDj82mDEiKdYvec0eT49vr/F7D+13FhshPle53F7M61JzB64NVk3PwukWGzNHaJUy7FhQiDW7DnFeO68wFY0WO/Mzes4aHKtBQbIOy9+r5v38z49ewPwiK7IHRzNz5ommDk7ijIZsOhEIhP5MlFo8nI9SydHhEE+wEQiE0BCP2MMAtVqNlJQUzs9TUlKgVJKFTm/Q0w5xZquTY1QM+BbLG/fUwmy9mMShE3TllfWY11UGySY/KRZapQKbv6jjHK+izoQtlfUoK/ItxotZwUOEUoYV07IwRKdBcbqB9zwLjXo0tTk4n8n+/WeHz6Psje9R1dCKF2fnQ9tlOlxs1CNKLcfNmQN5fZ6CKdYaWq3IGRyDqtNmFAl8/oR0A+KjVNgwKw8TAr7DhHQDRibFchJnNPvqmjmlbaSjX3hCm83zEcxsXiiI31fXjNf3XRw7fMezWCmcaOpAVUMrTlzoQIRShlXTs/DP34zDOw+MxfuLCrF0cga++6kZC7cewM9mO+8YZoJds50ZQ+WV9Vg80Yhio4H3tes/PILnPj2KHxpaseCtA5j/5g94fHsN0gZEYv6b32POmGTOuJ6QbkCyXstcK6GEWEWtCet3HUGM9uJ4yE/kT+TR14oeS8GS7ZogpuSEa4NQVNt8NHdSuHd0EqoaWjH/zR+w4K0DzPPnl6OT0OlwCT4P6BJhtUKKpja74HPt6FkL1szM5owfeuz5ypRNnOeHWIL59X312DRnJKpOtQp+brFRjwMNrV1dd3V4674x+L8Hx6G8dBTyk3Q4caETr1WeZOakG5J0+PhQI/KTdNhSUoCX5o7ElpIC5Cfp8NDbVZBLJdAqZXjm7lx4vF5mnvICzHOaD7PN6Xf9e7pJSCAQCH2NVikTjCGKjHpolTKyLiEQeomwV54tXLgQ69atw+uvvw6VyleK43A48NRTT2HRokV9fHbhDdtD6+37x2DfiWaO6kosaO+kXKKBKNvHi07QsUtI5helQS6TQKdVQCmTwgsE7dBVZNTjmbtyEaNVdquT4NKu7mD0sQJ/T3sysRUoVQ2tKClMxa7qs8gZHMN7XsEUZUqZFA6XB4fPWrB6Rg7WfnBI0Eg8Rgter6STpk7Rz2An8EhHv/DlUszmxYL4wO527OMJlY6tnZnjZ/rPRi6VYDFPGVjVaTPTsZNO2P3YYIbT7cXqGdmwOl3osLsRpZbjfJsdS7cdhJVyc84P8PmmmToo/OO7Bjx/zwh02F2c0tSHbk7Hb28aBoVMKuJ3aMKyKRnMv0NtTEIn24UUcwcazBgUrSZKlWucniZkXB6vYIJKJZdi5bQs2Cg3fndLOh6fmgmZRAKZVAJ9l5eaxUph1fuHMHdMMhZNNEIKCafr7L1jkvGLv36NV39dwLEVYCtRA8dEMD/BJ6ZmYd2HR3h91AqNeqyYno07N++DlXLjxwYzbs0ciPlvfs8ksraUFDBjfkK6AevuzMG6XYd5VWG012h56Shs3lPnpzTj60LMRiWX+l3/nm4SEggEQl9jdbpRWuhrnBI455YWpsLa5bFMIBAunbBMnt19991+/969ezeGDh2KESNGAAB+/PFHUBSFm2++uS9O76qAL2gO7CQXLGjvFPHpAvx9vGhVzd5abgnJhHQDNs7OD5okilYr8MdZeRis04p2EvztTUa4vV5EKGU4fq6d+T5s3xfAVwb37+MXOIvvfXXNeOKOLABgkgFCiHU9pE3Pb88eiKzBMbj3la+x7Tc+o2chI3E+r6Ro9cXd80BvJ7VChgGRKvz+1nSMSo6DSi6FqauUhwT24Ud3zebpBHizSPkW4LvXdywY73c8sZKzlTtrsGJaFm9Z1Pk2O25I4g+w6Xt+X10zHr8jExqFFE6PB6vfr/FLjBca9dgwK0+wy2eyXoP3FxVCKZPi51YrYrRKpBoiYKXcnNLULSUFot/dSrlRZNSjsisxEew60cn2TXNGQgpwzptOto9OiSNj7BqnpwkZj8fL+8zQKmWYMya5q0yfZe6fbsC6mTkAfGO+0WLH3SOHAgAcTg9Wz8jC+TYHzDYnJ0Fmo9yC1gKAfwk0AFBu8QSzxeoU9FGrOm1Gu93JPDOrTpsx+9WLnofszrsxGgVT1rp2Zg4ol/+mQXG6AWtmZEMmleDJ7VzbAr4uxDT059x1/RDmZ+w1SCBk04lAIPRnOuwuwTn3ober8Ley0Yjs8nolEAiXRlgmz2Ji/FU+s2bN8vt3YmLilTydqw6hoLmyrhkSiQQ7FxZCKpEE7RAXuOgOhN1Fi09Vo+0quRyZFIuTpk5oFOK7Jk63B5D4+snwKW3YnQS3lBTgv/++Hy/OzsfIpFhU1jUzvy9ON2D19GxM31QpaGTeZncyC3KHy4PDjW2CXm3lpaMEg+yt354CAOZYrVYqZK8kOjHi9npRnG7A/lOtgt5OC28ahrI3f2C+D+kgFr6EajbPToAHSyDptEqOX1qwkrMnpmZygs0J6QYY4yMxr6vkSiixBACnmq2wOT3YUsmvsJECeOeBsTjTakNSnJZpbjAuLQ5ON/Dcp0f93jch3YAFE43Yf6o16LVh00m5sOT2DEhwTDTZXWw0wO70JQUKknWIj1LhhpQ4lBamwuXxYnCMBpB40elw4x8PjIUEvjFKEmhXN2KdNENJyPC93yrQXVmsBPmJHdWYljcYaYYIfFPfjJzBMbA53YjVKmCl3HC5vXjr21OcMUOXOAudI/v3WqUMQ3Xizwy6pDlwE4xm/DA99JEq/M+nxzhqOPb8oFXKmI0esU2DE00dgrYFlXXN+C2rCzH7c/7xXQMMrHL1S1H2EggEQl8SoZILzrn079sFnisEAqF7hGXy7PXXX+/rU7iqEQuaK2pNkEokvMbkgcRHqQQ78xV3+XixYS+QOx1ORGuUWLGjhlG3LJpkZBQinOMZDdAoZTjV3AmZVBK0XMbh8vjtjj85NQt2p5tZlF/ocIh2uJRLLzZ9VsmlKK+s5y1TyU+KRUK0Ghtm5eFUs9Vv53/rt6cwZ0wylm076DNOT4yF0+PFiQsdMERcbKTAF5TxlaTekTNIMLDyBOzAkw5iVzeBCXCxpJCQqiLYGLJRbt6A1kq5sXJnDR6dnIHSdodgOViMRiFaAlZR14zSdgcWvHUAgC/o3VJSgIQYNZ7YUcP5LntrTXB33eflXR6I+YmxUMik2Hr/GHzFU3ZenG6APkKFPcfO44YUHa4fGovpeQlYv+uIX0BOl6q22Sh8sKgIhkglmjspvLC7FlqlDJvm5OOPnxzhJAsXT0pHcpzWr7Mw4eohWCdNoYTMrZnxWD0jG+fa7DjTaoNEImGa0RQk6/DE1EzezwtWMllW6Jvjp+QO8lOTFRn1ePT2DIxOjUNZYSpiNArotEomASWWNEpgPZc9Xi9++KlFJMHsK2mmGxEEUmjU46sTzShI0mF+USqW35EBl8cLq8MNhVyKitoLzOs+qjmHTXvqONczkKBdiOVSbL1vjN+z9x/fNWDtzBzO8bqr7CUQCIT+gAQQrXKRSAB7kGogAoEQGmGZPCNcXvgWo+xywOZOCuhK8ARbVC6aaAS8Xv8SE6Pe93MeaFWNxUph0dtVfgtwdoKq0u94BswrSsHc176FlXIzXfTEoMuz2C3uUw0RMHVQOGnqRFyEUjjxZzSgknVeVafNyE+K5ZVMN7U7EKtVIEarRKRKjlYrhXaHC0XDDJg4PB7fnDThuf8agdcqTzJBkVYpYzxcAgP4DbPyEKGU8Zak/q1sNPaxup+x4fONIh3Erl4CE+BCyV0xVUUoJWfs8UqPnWiNAuvvyoWDcuO5T4/xjqEJ6QbIpBJEBGmdzi7XpNVoy+/IFPVS/E3xMNyWNRDtdhcsNickEgm++6kFR85a/MrOi416rJiWhY9rGvHjaTPmjEnGgq2+RF1ZUSpKC1M4SQYggvM98hJjUV5Zz0nq0+c4LW8w7sgZFHSciSmYCP2PUDtpBiZkojUKqGRS7D1uQny0iimvHxyjxuY5I7Fw6wEcaDDzqsFC8eSrqDPhsSnD8dLckUyHzvLKejz/6TGMSIrFm1/9xNk0CZY0osf5sXNton5mq2Zk495XvsFb943B2l2HBf1Dc38ZA4VMgmc+4iact5QUwO70YGHXWAy20RNsnortGr/0d7vr+iEwFKUKjq1Qlb0EAoHQX/DCi/lFqZwql2KjHvOKUuH1eqGPIGWbBEJvEPbJs+bmZqxcuRJffPEFmpqa4PH4Ly5bWlr66MzCl8DFKLs1faAXmVjpn6mDwrw3vu8KRP1r8Oe98T0+WFQkuEgVKrukE1RLp2TgdIsNKrkU59vsqP7ZwihKKmpNgsEH4O+rQqNRynzJOlbJ6OulowAA+0+1MolDAEiIUeOzw+ehVcpgpdxMYkIC7vVhJyY6KTdW7Dzk972K0w24NXMQHigehvwkHaOY4etSSgcR62bm8F6bpnYH77Wk4Qu8SAexq5PABHigB1GUWgF9hFJUVSFWclacboBcJoHFSsFKufGYgPrmj7PysFRA0QIA54Pcs4EeZBV1zXjU4xV8vVYpw+A4DVburOEN3N/5rgHvPDAWF9odqDptxp2b9yE/KZYpoabVmbTiRUyZSSt2TjV3BlUDBUtSB1MwEfofoXTSDEw+Ab6k25Fz7dhVfZZzjy6aaMSDN6Zh3a7D+OihYqzcWeM3dmKCWCHQ4+V0i81PsUknjX970zDMHZ3Eey8GSxpZrBTOtNqC+pllJUSj0WxHfpKO13vHSrmREKPGs58cFSzXviElzk8hurfWhKZ2B+/5hVIay35fm93pk2mA+H4SCISrA7VchgilDFNyE/zirfNtdkQoZVDLZXCJrJ0IBELohH3y7Fe/+hVOnDiB+fPnY+DAgZBIJMHfRBAlcDEq5LMitCPMNinfNGckDjS0YjFPxyuxxI1QKQatFMtKiGaCA4BrCr5u12F8+FARVgYkqwJ9VQDfAvtAg9nvdVbKjXlvfI81M7KxdmY2Vu6o8QuQA5sn/OO7Bjw7Kw92p4d3595ipbD0nwd5TY3X7DqE/CQdqhp8nmVyiUQwGN9ba/LrUsommNk53+9JB7Hwh1exxBNks/0wPn/kxqCl10LlXIVGPUrGp2DKnytQkKzj9Rljzw1CipZGsw0RSlnQhhp830OIsqJUrN7JLemk/52fpAPl8vjNR+zf0QnyUH2OBsdqcNZsE32Nw+URnetCVTAR+hc97aRptjp5N0fofy+dnIE//asWbTbKb+yoFTJQbo+gdQF7vLDnel9CSoKNs/OhVcp6XEJMd8MEhP3MZo4YjI2z89HSSWFLZT3va4qMelAuj6B6tKKuGaUBKmkAaGixIkIlx+BYDWfOe+buXKx+/xD+xerIGUrXYJKcJhAIVwMSCXDyQicGRqsZNTOtOr4hSYe1d2aLrp0IBELohH3yrLKyEpWVlUynTcKlExg0i/msBO6w8y1SCwMSTTRiiZtgpRiBiaBAVZWVcuOUyYoRibEoHZ8Ch8uDWI0COq0C/13+HXMexV1eRne8WMH5DCvlxqkWK97/z89+MmjAv3kCXX7WYXcJllyda7MLmhqzvWoAYMltw5nf8XXPlEoljOqNTSidPdl0t4MYKSvrfwgFhU/flYtbM+P9gkn274WMyoU8gJraHWhosQKAn4KE7TMWOEfQc8Ow+EhOcr32fDsaWqyIUssxrytQFirxCkQulQh6Ko1P0wdVgVlsTmxfMB7nLA58f6oF5V0NC2hF3ueP3CioyAu8ZpEqua9RiQgquVR0ruuOgonQf+hpJ81OyiVadiyTSPDS3JFQdjXIoZPcVQ2tsFidKC1MhQTCzTj45vqKOhN+c9MwxAbcR2JzQODv3F4vas5ahP3O0g1wuj2obeqA2+PBH24fDg/8u4YWGfV4+u48nG+zi147oY6eq3bWYNX0bCzfXs075y2/IxNtNmfIXYNJcppAIFwNeAHsqm7krKPo2Mvh8sDqIMkzAqE3CPvkWUZGBmw28Z1/Qvdhe6A0d1Kir6V32IUWqfRkzg6wgyVu1AppSDvsF1/P7cTp9no5gXSxUY/y0lE40+or+UyK08JiowR3ZEQNzbuaJ6gVMix590fBXW263EWMCJWc6SYol/nUk0LlssXpBpSXjkLZG9/7nTfd2VMmkfgphYrTDVg40YiyN773O7/udBAjO/f9D7Gg8PHt1Xjm7lw4XB7ekkmxUsvAv2eM1ucXxDYgZ8Pnp0cTqL4JvI+2lBRwSsDio1Q4fr6dk2wHfGP/5IUO3sB8QrohqPqSLmVYu+uwn9qTXlymRHC7jgqdO+AbW4/ePhzFRj0nwU6fb1O7AwXJwh10e6pgIvQtoZQL8tEZZPe/3eFiVNXsMRmtVqDRYseSd3/EAxPS8NiUDDS1+cqe6YQ2XYLMl3S22Jz465cnmGSR2JwuATjzQ3G6AfMKU5A3JBaAf7K72GjAwpuM+K+/fM2M2Vsy4rF+Zg46KTdarBRcbi8ONLTC5fYgLshzZ6hO47dBRD/zhydEY/l7BzljjZ7zNs7OR9qA7nUNJslpAoEQzlisFFbyNFFix17tdheiNGEf8hMI/YKwH0kvvfQSli1bhpUrVyInJwcKhf9ub3R0dB+dWfjDeKA0dYi+jt5hF1uksgPsYIkbi5XCqvcPobQwFV4EV6QUGfXwei/W8muVMjw5NRMxGgVe/tVIxEepoZBJ0GixQyGTQquSISlOC7vTDbPNiSj1xcRVYLAezKDZbKPQ7pBi4U1GPHb7cAAS7Dl2Hn/98iSWbjuIldOy4PYG9xnodLiYQN5ic6LQqEd+kk6weyYArJiWxXQiBYCCZB1S4rS8ZXIA8MGioh51ECM79/2TYEGh3ekRvBfY/n7s9wj9PYMleCKUcpSXjmLKBOhxxFbfsO8jWlEZo1Fg4+x8v26DAPDi7HyMTIoNaAyix8JJ6UiM1cDp9uCpO3Ngc3rQbnchWiOHTqtEh128FXuMRoGvTzYz81F5ZT2m5trxt7LRcHu88Hi9sFgpjvrG7fVi3QeHOEF7Ra0JCpkES27PAHDMTw1Hd9uMj1IxGxBChud8ClP6epDS6v6JWJfKP3Z5+p1o6uCoumKD+JZFqGRM4og9Jg2RSpxvU8BKufHC7lq8svckc89kJUTjHw+OxaeHzvMmnQGfAnJvrQmNbXbYXR5eG4G9tSYs3XYQd+QM8psftEoZRiTGQiWXweP14pFbh2PpZN8zVR+hxPHz7Sh7038zZ/fRJthcbiZJPa9rvNHNeW7NjMfwhGjOPX/4rAXVZyzMZhv7mb9xdn7IKniaYHNXq5VCVUMrUVMTCISwxNRB8W7eARdjL61SBi2PyIBAIHSfsE+excbGwmKxYNKkSX4/93q9kEgkcLuJTJWmp2V3kWq5YOdJ9g57sEVqsJIoGlMHhd1HmvDViWZGkRKpkkOrkqH6jMUvOCg06lFamAqZ5KJaq7ykAJu/qMPjrM6TxUYDnpyWiaY2ByinB89+7N/lq8iox+Y5I/HjGTNyh8Qwi/lB0SomkOELcDUKmd9uO236nDckFgu3HoDd5caZVhuOn2/H03fl8PoR5CfFouq0mUmSPT4lE0/ekQmPF8hKiMb8ojROUqKi1oQnpmbi44eLIJVI4PUCVsqFTqcbGqUMw+IjOR0QDZHCqhoxyM59/yQUxVJgySTgC+j5/p5apQx5ibFotNgv3jNdc0SwErUItQxlb36P/KRYbJ4zEocbLZg4PB4Olxvf/9SCWI0CSrkURxrb8Ptb0zElOwHrdh3yC4TZJQZbvz2FxyZnoKyDgt3phkouRYo+Ah54EamWCyrnnrk7V3CuKjLqEaWWMwk6yu1hlJ3suYJPfbOlpEBwcbrn6AX8emwKbkjR4eFb0uHyeBGlkkMiAf51xJdIt1JuQWWfIVKJ8tJR2LinlnM9yktHcRRMpHy6/yDUpbKTcnMS1PTfPz5KJdrJ+cjZNj+bA3b5c7Je66fIlksliNEo4HJ7IYUEU3MGQSGTMPccDVutXW/qhFvnFbQRqKg1oXR8CvNvPgW0IVKJTXPykRinRbvNibyhsdg4Ox9Ltx3080YLtCQoK0pFhEqOlk4KT0zNwhM7qjleoiumZWPua9+gvHQU8hNj/crEg21m8ak0g81dFpuTUdUKjdHLNebIWCYQCJdKsLWgRAJoFTK0dDqQpI8QfS2BQAhO2CfP5s6dC6VSia1bt4ZFw4C+Wiz1tOzurNmGlTtrUDI+BR4vt0yKrSALtkjVi5REsaEfBGxT4pfmjsS8N370daKcnc/p4PV66Si8NHckhuo0eO6To1yFSJ0Ja3cdRllhKp766AhHzXWgwYyFCin2/9SCF3bXMj+nSyQXbT2ADbPyuCWUAX5u9HGn5iagrCgVTW0ODIxSQSWX4vXKeo5PzZaSAtidHizc6ivTqWowQ6uUYeXOGs5rA33j6k2dUMikHHXarZnxWDEtC0/sqBEtJQ31PiRlZf2Tnnou8f09tUoZNs3JR3klf0ddQ6QSz9ydi/goFW/yl1aKlFfWQ6uU4oYkHWecFacbsPX+sfhPQyvW7Dok2GnvnQfG4rPD53HvK9/4JQBemjsSC946gOJ0AxbxNCn44VQrfjbbsPCmYZy5ii6vZJc6D4hU4U+7jws2QpmSm8CMn2BBu9Xpxit7T8Ll8eKm6wbgXJsdEokETvdF1amYsm/znjr+6yGRYP2dOQBAjM/7AULzZqCnXzCl7rNdXWj9yiKNeswrSsGirb7yS7bNAT3HDtFpseHuPKz+4BDmjEnC65X1fs+rwM0bK+XmqLUHRKpwLgTPMXqz6LasgXiO1RnTEKnEW/eNxdqAMVxk1OOt+8Zi7mvfMAk0rVKGuAgltpQUwOHyIDlOi+ZOCt/WN+OH+hbOPV9Z14z1uw7hV2OTcabV5tcUCAB02u7PeWLltYEWEHxj9HKNOTKWCQRCbxBMvT44VgO1VAKnKuxDfgKhXxD2I6mmpgZVVVUYPnx48Bd3g2eeeQaPP/44Hn74Ybzwwgu9csy+Wiz1tOyO/T62Cow23x8WH4mB0Wrm9T31gAmELymgkksFO3wBQEeXT4yYQqSqwYyUGVr8/pbrsHiiFxEqGegyS68X2PQFN4Clr9mmOSN5O6RV1DXDA38/N3q3fURiLJRyKdxuL1qtTswrSsOIJB2jIKOTBTekxDEBfVlRKidxRh8TAZ8zIFKFl/5dh/wkHfN3UStk8Hq9WP3BId6/t5jhstB9GCxJo1bIUNXQikiVHEqZFGYbhUg12UW/3PR0vPH9PR+YkIbXK+s5HoN7a01YubMGq6dn46ODZ/3uy2KjHq+XjoLD6cGB0624PXsgbs6Ix9HGNo5xLeAbS+s+OIRHJ2fgsW3V4KOirhml7Q7ecU77mVXUmgCeJgVlRan48+e1qGow+81VdLv2L441MUF9oVEPpVwqaNy+t9aEEpb6hs9Ljb1YjVTJ8X8PjsPBM2b8mtWQJDDpzafU9JVcCKuA6po68OZXP+Hpu3IFxzUpn778BHt+04m1FiuFeV3zPz3Xs++V400d0Eco8fSdOai90MkoK6tOm7Fo68VNGLaPIDspNDROi6fuysWS//uP4HNiWu5gvHXfGLR0Un7KLfq+5+vGyyY5LgLlJaPggReUy+P3Oc/OyuMkzgBf4mvdrkN4+4GxqD3fgSiVHAOj1Vi36xBnI2jVtGz89cuTggHfrVnxaLf5l2BPSDcgMU4r6IVaZNRDKgVOXOjwe/aIdQ3m84djj9HLZVlArBAIBEJvEaWWY0tJATZ9UcdRr28pKUCH3YkIhQxqOSnbJBB6g7BPnhUUFOD06dO9mjz7/vvv8corryAvL6/XjtmXi6Welt2x38eXuPr8kRsxkGUpZ6XcWDDRCDeP6oNWqIWieOJLCgh1ktQqZVgxLQsxGgVemjsS8VEqXv8yWlmz+n3uQn7RRCOiNXK/HXw2FbUmPH5HpmiHtEDDdJfHC7lUgtXv+wcZgcF0RV0zSlnvFWtQwP6cQqMeaoUUvxqbzFELFacbUDI+Bd+cbOF434gZLgvdh2JJmiKjHruqG5nPpwOS2a9+i4JkHdlFv4yIeS6JeQry/T2LjAbO/U8HtrdnDeK9ZyrqmgGJBEsnZ+D7LsXmlpICxEerBcdKRV0zHgvyvfhUXoEKEfa4oc9zSs5AAGCSZhKJBIcb25i5YEtJAXOs+UWpaLOJKybZ5xE4/wg18wgc33xJ70ClZjBlJ930Yfn2aoxIjMVung6qpHz68iL2/BbakKDvhWXbDvKrlrvm6SXv/sjrUUbff4GJcIuVQmtncI8bK+X2a/JRZNRj5fRs/Nxqw9A4Dd66bwwsNqefQoFOsLk8Htz76jcAwIwbmoEi47uyrhlOtxe1Te2YNDxeUGG6btdhPDAhDTlDYnjH0J3XD4EuTok9f7jRr3tmcycl6IVaWpiKUyYrSt/4nrMZFFheq5RL8VHNOUF/OHqMXi7LAmKFQCAQegub042XeDb/fRv0EqyZkY1OpxseT3D/ZQKBEJywT54tXrwYDz/8MB599FHk5uZyGgZ0NwHW0dGBuXPn4tVXX8X69et77Tz7crHU07I7+n1Cu8Odjovvs1gpPLbtIPafauWoPpraHdAqZSEr7/iSAnQnSalEwrxfq5ShvHQUNu+pDVriSJeUBe5Y0w+bpZMzxK9hNwJtAEiIUWP9rsOi3W/ogIF+r1Yp4+0aGvg5dILK4wWvWqii1gQPjzIHEE/OCd2HQkmaoq6Ahb1zH/j9yC765UXIc0nsevP9PV1u/0UVOzmUnxgrGKhX1Jrwh1svJsuDlTcCgM3p/5rA+SU5TuuXABdSiDhcHuY8t357CtPzElDV0CqYzIpUyfHWfWPw/U8tkEAStMSfrTYrr6zHi7PzAXQlJ4pSeZt58I1vMRUREFzZyVbcsb2oAiHl05cPsee30IYEfS88OysP5QKNX4TmacD3dw9MhJ8127D0nwcxe0yS6Pk6XB4o5FKmXJJWtv3pX8fw6O0ZePrDw8gYHIP8xFjYnW6MH6bHbVkD8fK/6zDrhkQ0WvjLOrVKGWxBuoVarE4MiFSh3e4SSaKb8PAt6bxl0/vqmrHm/UO4Iy8BN143wK975klTJ6c7L9u+4fl7RgDg3wxil9eeaOoQfA4CF8fo5bIsCDxu4BxIudx+jUsIBAJBiE6HS3iNVmeCzemGQi6BzUk8wAmE3iDsk2e//OUvAQBlZWXMzyQSSY8bBixcuBBTp07FLbfc0qvJs770jeqpNxJdRy+ksPivkUOZf7ODC75F6fg0PZ7cWROy8k4oKbBpdj6aOym4u5RdYiWOCycOQ8agaMRHq2CjPBiZpMP1rLJJ9uuDWeVFBylzYQfahUY9PB4EVQaw36tVyrClpADBGnOmGiKQn6TDQ29X4Z+/GR/yZ9AES260WineRfvgWA2eu2cETjR1wGxzIjFOI9jZjf3ZZBf98hPouRQKEV2KTbPNiUilDEr5xQ5/APySQ3PHJIsey+66+PfnK2/kfLZKhmKjHhV1zYLzS3G6Ae8vKsKZFit+aGjFsm0H8eCNaZg4PB6AT+Uao1Fg85x8/P2bU8gaHBM0Wd1JuXGgoZXxcBqRpONVswK+pH5Tu4P5t5VyM0H7wpuMiNUqQlKI0gipiIDueTIJjV+tUgadVsnb3ZFw6Yg9v4OphZdNyRBVLd9flIZFk4x+m1Pn2+xIHxDp91y0WCmmQ+a8Iu7czkYll8Lp8jDKMzo589ubjHj6w8O4d0wyZ8wVGfVYOS0bc7rM+unuudU/W5hxUlaUCqdb/BkSqZZhYLQa5iAbTm6PVzS5VlqYwlkbRKsVovYN7PlH7NkTasm70NqJvp60ZUF3xxv7uEJzIPE/IxAIodAZZEOjw+FCvFIFfaTqCp0RgXB1E/bJs/r6+l471jvvvIMDBw7g+++/D+n1DocDDsfFAKutrU3wtT1NYPUGPfVGMkQqsWJalqDCYuXOGmZhGyw52Em5uq28E0oKdFJuLN12EKXjU0T9zdbNzMGKnTWiZZM0rVYnio0GXu+hQqMeMqlEMNAuNuoxIEqFl+aORKxWAZ0m+PWgg+DidAOG6jR454Gx+OMnR3G9SEB/a2Y8YjQKjE/TIyshGoCXt0Q18DPYxAZJAlpsTix+u4p30d5hd2HOa98C8Jm3i+3csz/7SitiujMur0X4FKDF6QZsKSnA/Dd/gJVy+yUEgiXEolRyv0B7YJRKdKw43R6smJ6NNR8cQn6Sjnd+qag1Yc37NZiSm4DyynpsnjMSaoUUz7KMy+nznleYAkAimsBYcJMRX59sxqY9dYySbn+D2U9Nxj7m+jtz0Gix+X0PK+XGjw1mFBsNsAfZwQ0ce3wqIprueDLxjV9agfvkjhq/+as/Bd/hPibFnt/BNiQ67ML3ilYpw+BYDaoqT3KSxzdeN8DvXmlqd6CizgStUgZDpJJJQAdSaNTjfJsdZ7vUY4Eq0ozBMbxjrrKrnPKRW6/DZ4fPY9OeOhQa9bivKA15Q2MgBTAySYevTjaLjG8DmtocjCJMjEi1+PKTLldmrw26k2gGhJ89MVpfA5RTzVaYWaWrxxrbsHZmjujn9Uayi31cIRXrlbD0CPdxSSBcjXR3XMYEiR9jNArYXW6oiOcZgdArhH3yLDlZXBURKqdPn8bDDz+Mzz77DGq1Ovgb4GsqsGbNmpBe21tm+j2hp95IMVolRibFYvl7/Obe7IVtsORgsJ0RIcVTIGzvmTkipStlRalYFZA4A/jLqgBf2dqK6VlY84HPo4XeWR6XpodMIoHT5cHSyRl4Yfdx7Dl6gXlfcboBC28y4t5XvmGOOz5ND7lMyiQU3vmuAfeOTvJTFhgilZiUMQArp2VDp1Xg0Nk2VNY144BAQH9LVwfNwKSHUDIQAMcUujjdgGS9NmjwIbRoZycEgwVG7N+HkhjuzS603RmX4Up3rxf9eouNgsPlwYjEWOw/1crcM/Q9VV5agE6HG1rlxUeDkN8g4Ltn3F4vyt74ngm0h8ZpkGLwtUMPTEotuW047E4XOuwu5CfpcHv2QMGkV0VdM5ZNycSTUzPRaLHhQ4EmBPACD9yYJnq9lHIpFDIJtEoZk+yg1WQP3pjGlG1bHW7EahU412YH5fRiyW3DsWyKFK1WCi63F+csNnxT34zbsgaJfh67/Lo43QBjgIooEFpp29TuQEOLFQD8jN4B33zNN35XTMvC5j11nMR/fzIfD/cxKfb8DrYhESPSIbKsKBXreHzBKmpNWLrtIP7nnhFQyaUwdVBotVIoLx0Fr9eLl/9d16U+k/j93QuNeiyelA4b5cb6D48wn8FWkYop5SrqTFh+Ryb+91++TRL6vEanxmHplAzYKA+nhJn92atmZOPeV77Gs7PyROeN4nQD1CE+Q9gJsMC1DP2cHp+mh0IuhVohw+TsQTC1O+AB4PR4OQ0EAN8GwrL3qjkbCOvvzIFWKRP8vMDryaY744193J5YKfQW4T4uCYSrke6OS5VCKrj5X2w0wAsvJCBlmwRCbxH2yTMA+Pvf/46//OUvqK+vx9dff43k5GS88MILSE1NxcyZM0M6xv79+9HU1IQbbriB+Znb7cbevXuxadMmOBwOyGT+Wfvly5fjkUceYf7d1taGxMRE3uP3NIHVW/TEGwkAr6KJDb2wDZYcvBTFExu6PFSrlGGoTvh1oRrvA75F/zmLDXVNbVg6OQMKuRQKqRRr3q/hlLUsuT0Dvx6bAqvTjfgoFY6fb0fZmz6lIt9u9KSMAXjrvrFYu+sQR1nwh9uGo8NOIcUQAWVXoMAuD2N7ugwbEIEndnDLXoWSgYVGPexOt5/njXFAJIbotCGpXPgW7ewEabCECq0ACCUx3NtdaLszLsOR7l4vvtfzJV0rak347Y3DMP/NH/xMwsWC5UUT0/HFsSa/391flIaWTgfWz8xBo8UOs83J+BK9+PlxLL8jCy6PB5v21HUpKIVptVK4PlGHRotNtMRr+dRM0eO02134rr4FL87OR6RSxgTdBUk6JMT6/AnZKh7az+/B1771811b/+ERbJydD7vTLXj/Fxn1MEQqoVXKUJCsw7Oz8pAQwn1MK20jVHLB50QCzzzu8XpD2uDoS8J9TIo9v5P1WhSnG3iV1YVGPRrNNsHAZnyaXvA5tf9UK9psTqz54LDfe4uNBpQUpuCxfx7Er8Ym4+Fb0uHyeJmkj1ohxR8rTjLjOlBFGkwp12ixYcOsPL+mFwtuMuJ8mwNqhUzwGVV12oyfW20wdfg6fB4+a8G8ruds4LxRMj4FB06ZRa8b/QwJ3Hyh1zLNnRS8XmB1wHO62GjAgonDGBUtwO2Kytf8oaLWhMe3V2PxpHTotL7yUHpjgj3m1ApZryS76O9xvKlD9HWXU7kd7uOSQLga6e64NFspzCtKAeDldESfV5SCdrsL0RoFrCIqaAKBEDphnzx7+eWXsXLlSvzud7/DU089xXicxcbG4oUXXgg5eXbzzTejuto/AJk3bx4yMjKwdOlSTuIMAFQqFVSq0GvIe5rA6i164o0Uarmp2I4wvYP8zN25WLfrMCchx6d4AsCrrGmzO6FVyrBxdj5qzlgEA9hg0AEEnQBwuT0YFKvG9/UtyBkSg6c/Ocx4MrGNfK2UC26vF0ve/REbZ+fj8e01AIBFk4y8u9FZg2OwVkBZ4PF6sW5GDk5c6PBTifF5unz8cLFg2eu+umbMZ/nmAL57bc/R89j8xQlYKTcmpBuY60rfhz+bbfip2epnuMz+2wQu2tkJUrGECp2ECyUxfDm60HZ3XPZ32CqzSJUcP5xqxf5TrX6vEbpeQtdXKOlK+xSxk6OBwTLgUzXWnu8A5XLjr1+e9BsnWpUMSXod2uy+sZIUp4XT7cGo5DgAwIaPj2DltCxMyhgQVMEYo1XgVEsnrxcg+zMlXogG4gcaWn2dpyQSbLg7F+Wlo7Bxj6+7aFVlK28Jm5d1feiuVW/dNwZyqQQalQzrZuZg5c4av4YddNe/Fz+vxccPFSNWq+j2/RvsORE4j1c1tAodCkD/aCRwNYxJsb/L6hnZWMljETCvMBVLtx3EW/eNwbpdh/3ulQnpBtH7v6woFWs+OMQpzayoM8EDL341NhkujxcWm7Pr2eQrPcwbGoPld2SC6ip7DOwaOy5NH/S7vr6vHg/emAan24v8xFgoZBLERWjgdnvx8cNFcLq9sFJuKGRSVNRewCt7T+KGJB3z/ne+a8Dfy0bDYnPi8Sm+xHZzl3rzQEMrHnq7ClqlDO88MBar3z/kd13orqBzXv2Gt9MoPRfGRSjx5Hau5yl9fdhzG3t+FGv+QCcKb3+hgvkZnXgbFu9rXNCb4y1Gq0RckPnhclp6XA3jktAzfj5zBtfljhR9zaD4Adj7+adX6IwINN0dl1qlHIu2VmHz3JFYLpOi3eaLm5xuDxa+dQAbZ4+EBEC0JuxDfgKhXxD2I2njxo149dVXceedd2LDhg3MzwsKCrBkyZKQjxMVFYWcnBy/n0VERECv13N+fin0JIHVl3Sn3JS9IwwAq3bWcNRW5aWjUPbG97BSbmiVMjw5NRO5Q2Pwc6sd2347HiqZFKZOCqsDGgHQC9hYjQIvzs6HWiHDug+PCCZwhoio0gAgWa/Fhw8Vwe3x4otjTcgfGgtTuwMfVjdiYLQ6qJn59gXjYbFeXCQLKd2CKeBarBT+6y9f45m7c0WD/wss83I+otRy/BjQabDYaMCmOfnY+m0D1rF8XADffWjqoLDgrQMix/RftAcmSNkG6iqFFNFqBZQyKSw2Ch8sKgopMdyXXWjDgVBVYwD/9QoWKAYa29PBPJ0clcJXPkkndIuNBjw5LRONZju88OI/Z8wAgM1zRqLRYoNMIkGMRoFVAeOXTiQcPmvBnDHJvu81ORM/nm4V9W6qPmPBdQOjYLFxu9PRXTYBX5OYhTcZ8dubhuGrE828nTq1ShlGJMaize5Cp8OF+UVpMEQqUV7J75sZeH1oE/P5b/6AYqMey+7IwPVJOszj6fpnpdxYPiWzW/cupxQ3UskE7BYrJdgMoC/9NK81hJ7fEgD5STreDpBWyo2WTgqPTc5AWQcFr9eLoToNBkWrYbY6GXUw7btF37uhNCLY8PFRjuJ4Rt5geLweTMlNQMn4FAyIuhiElVfW47asgSgy6jldmun3V502o6rBjFXTsrEmUDHNo+oqNhrweukoDIxW4b/+8jW0Shk2zR6Jpz86wjsH0N+vrCgVT390hHcMbfj4CP5w23DcxPJ9C5wLt5QU8Kr56OsTOLftrTWhsc0Oq8PF+x6awLkmcGOiN8ebxUrB4/ViS0kBJBKJ398fuPyWHoRrF7cXGLl4s+hrDmxceIXOhnApqGVSvD5vNFa977+BU2TU4/V5o0G5XPB4fapkAoFw6YR98qy+vh75+fmcn6tUKnR2dvbBGV1ddLfclP73oq1V3B3hrvfvWlSE2gsdSNVHYO2uQ4x6C/DJjBdMNGJ/g9nvvfQC9um7c/H6vnrMHZMsWj7i9ngFA4Qiox5ujxd7jjZh/0+tqKgzYfcjE7Dq/UN+3QWFvE0qak1Yu+sw45MECJtGByuRudDhS4qt23UY5aWjIOn6rjR0wOHyiLfhpFwe3h14SIB1M7N5y8Z64sMXmnoyQvRc2fRlF9r+TndVYwD3eoXauALwL5Wix9Y7D4xFabvDb2zd9dJXTHC3paQAD96YBrVCig+rG5GfpONVctH/phsELLltONbtOoT7itKwRqCxB530eueBsTjfZvdLsj14YxpaOhxYNjkT63gC/J0LC/Fzqw0/dKlcAP6y6mIRz8DA68P+d0VdM0otDtGmGfTfIhR/usDEgLarG+rIpFh02F2g3B7sYyUF2WVofemnSfChj1Di4Gkz7/1QbDTASrn9Ek63ZsZj1fRsTpMHdmI8GE1tDt5xtm7XISyclI7l71UzKm26bNRKuVH2xvd4rWQUJDjG+Wx6zAl6sfGouuhjzLh+MP4+fwyUMilWvV/DefYGzlt0cpDtIcpm2eRM5rnFNxcGe7by/f5CuwOyIK21+dSA7I2J3hpvwTZG6JLva3nziEAgBMcNLydxBvgU9Kvfr8GqGdmwWJ2QSsI+5CcQ+gVhP5JSU1Pxn//8h9M44OOPP0ZWVtYlHfvf//73Jb3/aqG75aZ0VzA+KmpNoDweVP9swd++/olncd4MD/gTA3trTbBYnX67ykJt60clx2HFtGys2yVcEpI3NAZ/uH04PPDC4fQw50IvnoPt/FMuD1PaJlR+E6wsbUishmkssGjrAWz7zXjYnG6cNHVCrZDB6/X61DxahaAyrdhowNcnBfygak2wO/mDjEtpJNFbC3qimhGmu6oxgHu9gl1f+v4sTjegZHyKX9Bupdw402oTVSc6XB5MHB7PdMEsK+SO28Bz3rSnDsumSFDZVSJV29QhqtpptNiREKPByunZWP3BIVQ1mDElOwE/nGrBGoEAf+0HhzEi6eL4FSqrFppv6JLQxDgNXpo7klEFaRWhd6uKUitC8qcLTAywFa9sLzN2YB2ohulLP02CeMfUksIULA5Izg5PiMby9w5yNjzo+/PJqZmIjxYv24mPVvN2W66oa8a8ojTmPnrr21MoKUyBB17sq2uGqYPCnFe/wT9/Mw6lFjvvmOuOZ6jvM32qzKZ2O/QRKt5Nq8D3Bkt+nW61IlItx+BYDe9c2J2mNTRxEUp8XHMuqPKODzoZ3hvjTWxjRCqR9Ljkm0AgXHvYWPFLIJV1zXC5vYhQyRFkD55AIIRI2CfPHn30USxcuBB2ux1erxffffcd3n77bTzzzDN47bXX+vr0rhq6kzAx24KpiVyiRslCiQHgYtdO0U5eRj3iIpQ49LMZK6ZlweP1lWJEqGRoanNgzqvfYPigKMwZk4z73vwe945O8gs+6GMHW9zbnG6snp6NH35qQYxGwVt6UXXaLLpQ/+zweWzaU4dCox4bZuWh3U5BqZBDrZBBq5DBAy++OtGMd75rwIZZefB6vX7HKjbq8eS0TNz10leC5ynW9KGvffiIakaY7qjGAP7rJXZ9i9MNSIrT4vNHbkSkWo4nt1f73St0Uw6hsjLgYoBKj8NQ1SCtXSXPcpkUiXFaPPj3/cxn0j5mz98zAmqFDCl6LVo7HVDJpZiWNxhLJ2dg3a5DKC1MFW0iUFqYwvw7WDLg8TsyIZdK8MrekwD4VWpFRj1uyRwIrVLGjG2hktMJ6QZEquVY8u6PQf38AhMDQorXQOUOWw3T1+OYwJ1LlXIpPqo5x6tqHJmkE70ff3/Ldfj8SJNoU5ZPD51DVUMrr3LS7nT73UffnGxBWVEq5ncl1dweLxotdpTz3GehwDfOHS4PojUqdAYpi6TfGyz5BYAZJ3xzYahNa9g/k0okTEm6RCLx77ZpNGBeUQqqf7bgjdJRiNEqIJdJ0dpJwe3xQqflWlT4Ohj7fFilUl83u1C6hottjFTUmuDyeMnYJRAIIRGsQqPd7kS0WoFOSnxuJhAIoRH2ybN58+bB5XLhscceg9VqxZw5czBkyBD8+c9/xr333tvXp3fNYLFSMFud6KRc8HrBqKkCd8UBIEIpgzXI8YSC8Ci175YVM6wvK0rD50fPY3RKHNrsLkSqZEg1RKDT4YI+wou37huDAw0Xd9k37anDlOxBzDHoY2uCqExkUglOt1rxYXUjKlmlp2yFyNGzFqy7Mwcrd/h7QLEVcPR3UMmlWDUtG0/uqOZ4xdA73feOTsJvbzLC7fXC6fJgYJQaLo9HNEEWE6TTaV/68BHVjDChqsYA8TJqsevLLuddMzMHDtfFhh8vzs7Hc58c5dyL9L19Q7IO6fGRsFIXu7omxWl51TCB5+zxeLFokhEapRSmdge23j8G3//UgtwhMdhSyfUYfHJqJk41WzFiaAzMVicq6poxe0wy5/hs1AoZk+gKltRr7qQwOiUOY9P0UMqkOHquDVWs0nGtUobrk3TodLjwl1/dAJfHi4NnzIwajj0H0de20+EKyc8vMDHQHdWPxeb090Jj+aQRrjzsufREUwfn76hVyvDgjWmIUokvvZraHXhl70mUl46CNCDJwy6vpMdYoHJSJZf63Uf0c06rlOGBCWkoMhqglkuxfmYOVr5/iKOMFOtkDfjGFt2ghk6sD4hUocPhM/IXg54DzrfZRdXUAPDDqVaca7PzPsOE1gA+XzYj5nd1wWZfM3fXs/Kht6uwc2EhPF4vzrTaAABSie/v8+NpM7IHx+D5z45xxjVbMRqjVaKTcmP1B9zrF6xTNLErIBAIvUWwCo0otQKQALGaa3c9TSD0JmGfPAOA+++/H/fffz9MJhM8Hg/i4+P7+pTCllD8eQI522qFlXJzOoPxGZsXGvWIUMqhkosnpvh2pQuNeni9XkbtQXuz/P6W6xiT35qzFnjhxfc/teCF3bXMe+kFbdoAX2A5KFqN0SlxjEojUi1nFvL04prtFRNIsdEAu9ONLZX8ChEpgA8XF+Hrk8245y9f497RSSjtCnrjo1X4/EgTmjsc2DArj7k+WYNjOIkz+ngAcO/oJGzaU4dNe+qwpaQA89/8AVtKCnC+zS6swgsD9RZRzfATTJVnHBCJHQvGB71eoV7fwbEarJuZg7oLHYiLUOJ/PzsmWlZm7ErSPPXhYU5imE8NQ6tBCruUoVVdyXVaaVaQHAepxOeLVtVgZt5LewzmJ+lw+KwFv73RCCC4ckUCYMeCQpw12xAfoxZ9rUwiwZzXvvU7V7b3FJ8S7eaMAZial4DHbs+A8xYPIlRySCS+ILzD4Qo5QA5MknbHy8nudOPuly+qTkMJ3AlXhsDxSyekm9rsoNzif+PEOA22LxiPQdFqbLg7F2arE6da+DsjByZUJ6Qb0NTu4CSc2OXA9LOR9tZ7cmombJSbmRs67C7RRh6GSN/4DUxyL7l9OFQyqXBSLN2AwbEavHXfGDhdHiyaaAS8Xs66oaQwBW99ewovzs5Ho9mOzMHReObuXMRHqfxUsMu2HcQfbhuOVdOymW7EB8+Y8d1Pzdg4O9+vJHXrt6fwu1uuA+BLJkolEqQPjMKgaDVMHZRv3VDfggU3GWGxOTG/KA35STpmIyBQMWqxUvjy+AWUjk/B7NFJfsrcYJ2iiV0BgUDoLSKVMtFYRS2XQi6VIDrIRjqBQAiNqyJ5RmMwGPr6FMKaUPx5AjnTYsXe2gv4sLoxaJlRoVGPxZPSoVHKYKPcnAU2XbI1Pk0PL/zVa2PT4vC7W66Dxws8dPN1WDDxooF2fmIs5r/5AwCftxFfQmtvrQlLtx3Epq4FLZ/a6pm7crF8ezWTQFv8dhXKSwoAgGOsvGCiESq5RKRsrBkdlAuDYjS4d3SSnxKn0KhHfpIOrVYn3vr2FMdAmY/AAIkOoCUSCdYLdB0tNuqxdmY2fmruRGQnFVIitK8Ity60V4JQVGPJITZnCPX6tlgpJinLDmjZ5ZQOlwcpei3Otdnx+PZqTklyZcC4By4qP9759hTWzsjB6RYrHigehhitAs99yu0YGJh821fXjPlFadi0pw7zi9IABC/b+upkM348bcbCiUZ8duic4GuLjHqOZyB77gLAlL/R16EgSYeEWDXWvs/dMKC/5+NTs/D7W9Px1y9P8qrwNErfBkJgkiVUL6eiru/IJjDAJ/QdgeOXLqMsK0zF1yebRWwHDPj00HkcPG3Gc/eMwLL3qjF7dBKv9yB9Pw6IUuGluSOh0yowJFYDhVSCUy3++m6+cmAr5cby96oxId3A3DNnW604Y7ZiwUQjAInfs6/YaMDyOzI4qiygqyGQ14sV07KwcloWLrQ7YLY5maTS0bMWzBmbjP/e8i3uHZ2E27MH4pd//QY7FxWiqc0Bi83JSQ46XB4snZwBs5XCRwcbOc/hTXNGIiVOi0Es/0CzLQI7fzyLP/2r1u+1iyam44tjTQD8S9zpufEnUyd2VTdin4CKnE6g0YrRVqsTuw6e5Sjf6deLdYq+FLuCnmxwEgiEqxeVQoaFE4cxvpY0hUY9Fk40Qi6VwOZ2IxokeUYg9AZhmzybNGlSSK/bs2fPZT6TqwMhA1uxYMxipbD8vYOi3kP76pqxdHIG8hNj0dTuwJAYNR7fXo2vTjRj85yRmJIzCAOj1aDcHiTqtKg+Y8Z9f7vYlaw43YAPFxfB4/XiXNcCm1mMN7bhw8VFoNwefPhQEVo6KcaXhC65Ygf8aoUMrVYKADiLT2tX+cWIxFg8fHM6LDYn4qNV2HO0CWOHxeHhW9Lh8nihVcoggQR7jp3HmFS96DU93eIzWw9cgFc1mLF0cgYkEmDumGQkxWkBIGhHTbbihDYyj+gqS2N3HaXcHgzVaVB9xoKpL1b6tb0nqpTwIphq7FIDqcD367VK/O6WdCYYVytkOHjGjBFDY/H3b34C4Csr/KnZiuQ4La5P0uEASyVGU1nXjOVTMnHTdQMQoZJDLZfC4fZgXlEaGlqs2N/QCoVMgu/qWwSUmxJsnJ2PpV2lyvmJsYhQyrCray64JTOeKduSBgT4gWVtj9+RidEpcbg9exCcbg9aO534/lQLyivrcUOSDiWFKbzdDdkJa7rkjVbuAAjaVXTFzhpMy00QVOEdaDBjULSak2QJxcuJr8EDDTvAJ/Qt7PHrcPlKJ+eOSRa1HaA9LK2UG62dPm+s0vEpnGOz78fA5PPiSekYotPilsx47D7iSxjxbc6wyziPn+9AhEoGtUIGiQRwOb1YMyMb59rtkEok8Hi9cDjdkEgkfh0y2Yl1yu2BF4DL7UG7w+X3rF5083W4783vYeqgsGlPHbISomGl3LBYnZjLUn2y2VfXDGeXSm9+USoeue06Px+yelMnMgdFMa+P0SqRqNPg0dszsHiiGxEq33exUm5olXJcNzAKb98/BklxWr/xYbFSWLGjOugGIOBTjAq9vqrBjKm5dvytbDSaOyngQgfvnNxTu4KebHASCISrm3a7Cyt3HsLmX42Ey+1Fm823npPLJFj4/w5g3Z05iNEq0GZzknUBgdALhG3y7N///jeSk5MxdepUKBQkm36piBnYCgVjpg4qJO8hu9ODFH0EcobE4Int1dh9pAlapQxeePFRdSMONJhRVpQKpUyK+Gg1/u/Bcdh95Dxe2XsS+7s8T176oo6j8JhflIqmdjs27qnzN9FPN2DHwkKct9jxl70nOKUlCycaUfbG935JpQUTjfjqRDN2H2lCQZIOVafNuC1rIK4bGIVEnRYHz5ix/sMjfuqx27Iu+qTxEWimXlaUygRNfF5Sd44YzHg0iR3PZxZ9ninfBPy7ji6aZMT/++YUr/qOqFLCDyHVWLBAKlhiLfD9WqUM5aWjsD+g5LnYqMe4ND3+e2wKXqs8GVQlRmOxOZE9OBqdlBtL/3mQk+BaNS0bf/3yJO93rqgzYcHEYdh6/1is+eCQ/xg2GrB6RjYudNjxbX0Lltw+HKWFKbxdAwGg3tTJqHboxNrRsxbsWFAIm9OF2a9+Kzjm2AlrtnIn1K6iZYVdaqOusV9WlIpxaXrIJD5zcbPVyTH873Q48V8jh2Llzhq/wLo43YA1M7IBADNGDMadm/cJnjfxTOo/0OO3qqEVgG8eD9zwYN+7jWY783dts/sMnvkSqsEaS0zLG4w1M7JBuTzYW2vilANrlTJsmpOP1yvr/ca7T6VlhBcAJF5EquSQwNfRTRejBLxgnlNiCbx5halYtPUA8pNiMa8wFZs+r8Wzs/KYzqP088zUQYleP6fbi5e/OI57xyRzFG+FXXMTPa+dNduw7L1qzpy2eU+t3/M2MOFEr2X4CFR9R6kVvK9nX4vHWeo1oeRWd+0KerLBSSAQrn6sFIVXfn0DvjrRjIHRajhcHnRSbpy32PDKr29Am803x3aIeCMTCITQCdvk2YYNG/DGG2/g3Xffxdy5c1FWVoacnJy+Pq2wpScGtvR7gpUZ6SN8JtYnmjqYXfCyolRsqaxHVYOZd/Fd3BWUHzprwaYv6gR9xabkJnDKxipqTVj7wSE8cUemn+k3/TuP1+u3k7y31gSvF9i+oBC7j5xDQqwGVUGSBPvqmvGf02bckjEAGYNj/NRtBxpacfisxa/bF70AFwt41uw6jCenZvotvNmfTwdQtKoGAKNCYS+oxco/iSrl6kAskFq1swarpmczJcg0gYm1wPeXFaVi455abjlW17+n5CaEpMygoZNDT+6s4Xhx7Ktrxrpdh3jfR+P0eLEmwIzfdz4mrHy/BvlJOvzYYMb0vMGY/eo3QZPO7PPNT9Jh3YeHsWZ6tmizDbVCBkOkEltKCjAgSsWca6i+ZA6XB5V1zXhiaham5yVg/a7DnGT+s11/k8AkqVhgfaKpQ/S8iWfS5ae7qk/a56rqtBmTMgYgS+C54f8e4QY5oZT5250eP+UbGzqhG/j8pI+/YmoWmtoc2Bjw/C02GphnYaidYQHfmNMofAm7RVurUHXajJszBmCITtyP0O3xImNwjODnrNhZg01d1ybUOS0w4RRqZ2O6pPKkqZPzGqFrIZbc6o5dQU82OAkEwtWPTqPCabONY59TaNQjxRCBxFgNOp3uoPMcgUAIjbBNnj322GN47LHH8PXXX6O8vByFhYUYPnw4ysrKMGfOHERHR/f1KYYVPTGwDSUYONrYhsiuAIA9cdML/0WTjLwLzoq6ZngArJyW5eddEviaUtaOMJvKuma0WJ28wTldNhl4ro1mG+K0KqzfxQ3Y+YKB//nsGP75m/F4Yke132cUGfVYMS0bc1/7xu8YDpdHNOCpqDXhscnDOQoDuttgk8WB/MRYSCQSPH/PCKakbv3MHKxgqVSCBfZElRL+iAVSwxOisfy9gxxlBO379/w9I3g7QYrem12eY4Ed9mhPwrKAcUgnexNi1ILnKTZ+AUCvVXJMu2nY6q5VOw9hxdQsLN9ezTkGfR5s2O9ts7tQbDRgf0Mrp8T7vMWGNL0WK3b6OuW+NHckc4xQfcno/2+3u/Dnz4/z+kT1JLC+FM8kwqXTk/I5+m/2zncNeOu+sVi765Doc2NCugG6iIt/50ClWqRIx06tUoa4CCXsLjeOne9AjEaOaLUCN2cMwOddJZfBkm8er5eTOAN8yWsvvMx4CcWnk/5vs82Jt79rwM6FhZBJJVAWJGJv7QXRhjdfn2zmfE6gB2Njmx0auQz7T7X6vT/UjaRQOhuzSyrjtE6mwzA9DxYk6S7rphXp0EkgEPigPF5BkQEArJuZA483eJxHIBBCI2yTZzTjxo3DuHHj8Oc//xnvvvsuNm/ejCVLluDs2bMkgdYNehKMhRoMPPvxEfzhtuHQKGWMj5JcKgEQfAEfrCsZ5fYIBvQWmxP5ibF+r6dLK/jKJqfnJQBAyOUb/z0uGV+fMKGsMBVzxyT7ffbaXYeY7pg0wQJuAPi51Y78JB3uL0pDjFYBtUKGTocLFqsTUV3m6uwHZJFRj/8aOdRPpaJWiHcyvdKqFGJw3PuIBVLBErQnmjowMEbtV3r1wIQ0DIxWM+OTvo/phJVWKUNCrBpVla28iky2Xx9bHXnjdQN69P0KjXp8fOgc02iErzTU4fJAq5RhRFIsrk+KxZaSAkgkEubc6XIxPl8wOsHc2GbDoknD4PUCG7+o46jC0gZEYn+XepU9fkPxJWMn7iJUMkFfyJ4E1j31TCJcOnyqTa1ShrzEWPxk6sQ5iw0xWiVnnovRKvHM3bmw2Jy8GzQHGszYf6oFf/nVDbDYnEjUaaGWS/HsrDws7fo7sxtwLJuSwXt+9DMusFsu/Tz2Athz9ILgJgudmAKEG+JU1jXjt11dKcVgfwZdmkpft7QBPjW6UMObQqMeq6ZnY8amSjx/zwhOsw4+FWfgPBHqRpLY+qe4q7Mx01DBbMOTO2o4ZejT8xJEbRcuNblFOnQSCAQ+bE63qO+0zemGjXIjsctfmUAgXBphnzyjOXDgAL788kscOXIEOTk5xActRNiJjSenZsHl8eB0qw0KmRQHGlpxrLENa2fm8AZjdAD35fELWMsTDFTWNWPtrkNYOjkDj2076Pf7t+4bAyD44rbTIV6jP1Snwf/75hRvQC+XSGB1cktVhMo/1u86gkduu473cwK7mkUo5Riq02Dl+zWC3bbYibZiowFphgg4giQDh+jUeHJHNa5PjPXzd1k0yYiqhosG5eyd92Pn2zFUp0Gs1lcea7FS/UaVQgyOLw9igVSwMWW2OfHylyeYsi0h3yN2IFpWlIr1uw4L72zOyMFLc0f6eY4VJOsQG6Q1eny0CkVGvV/pWGBpcqDqk773E+O0KC8ZBQ+8+LC6kUn2FRv12LW4CB8cPMtJuF18r6/hRqJOi6Z2O7byeATSJd4PTEiDROKbaz5YXIhOhxtKmRS3Zw3En3Yf9zNPv9hts4H5DsXpBniCNAPpSWDdXc8kQu8QqPoU8v0KnOdoP67S8Snd8staOzMHj9yajuV3ZMLu9Bns/9DQis+PNKHYqMf+Ls9QegNpYLQax861MUlfGvbz+Pe3Xgcb5fHraE0n0jfPGYlGiw1tQRJjSrkUKXrxbr/shHOMRsF0taWTbm12p6j/m93p8p2XInizDj5LhmAbVnTCKZTOxgArccpThr5+1xHRMvRLTW4RtSmBQODDGiROslJuRKvlGBgtXiJPIBBCI6yTZ2fPnsUbb7yBN954A21tbfjVr36Fb7/9FllZWX19amEBX2KDbfR7Q7IOz9yVyywc+Rgcq0FBsg7L3+OWTAG+RWW73cVZ6H59shlFRn3Qxa1cKhEt6ag+Y+EN6CUA5hWmco4vXppmwmNThnN+zhccLZpkxGsVwt32yopSmSRGsdGA9XflIFkfIZrYKjTqUX3Ggmdn5aE8IMHHPm+hYK3IqMfTd+UiSR/RL1QpxOD48iEWSAVLWNHqj9/eOAwARH2P6GBwfJpeVCHqcHsYU37g4r2mVco450knsMal6dFuc+GJqVlwub2wOV1ot7s4hv/0Z5QVpooalNPJvoq6ZqzaeQjL78iA0+31Swzw+ysaUFKYgq9OtnBUI/vqmvH4HRlos7mwNiB5WGw0YMntw3F/cRpkUim0Shmcbg8sVicWTjJi7mvfoiBZh2dn5aGTcon+TXoaWHfHM4nQOwSqPkPxugIu+nHNHp3EOabYMZ7YUY38rpJA+vlcXulLIr08dyQWymXY+EVtSI089tU1o8PuwhxWd8tiox47FhSivrkTQ2M1aLM78WF1I6cUO5B2uwtfHhcuuWQrL4uMekSp5cx5Uy4PLFaK2QRgN7xhc1vWQBQa9XB7vd1q1kEjphAtDkg4hZKMFiuXp5ucAOAo4Y81tl1ycouoTQkEAh9RGvFQPkrt63hOIBB6h7BNnt1xxx344osvcNttt+G5557D1KlTIZeH7de54gglNgKD5se3VwdNcnQ4xANDvtKO8sp6bL1/LI6ctYguvivrTJjH8k2hKTYasHZmNqa+WMn7mZV1zVg40Yifmq0AfMmGZ2flYVBXaZpGIYPH64WsS51GL3ItNmdIXc1C8XoZFKPGO/ePRYxWwSQ0YrRKrJ2ZgycC2tyz1Tb/eHAs53q4PF6mPFUhk0IukyA/SYeqBjMTHFXWNeOJ7TVYMS0TcpkUz90zAh12V1BVyuUqqyQGx5cPoUCqON2AoTqNaIKWDmgVMimmZA8Keh8XGw2Qy8QXXlbKhc8fuZH3XmOfp3ACS49VM3JQ+vr3op0vxZSjUkjw9v1jIZVI4HC50WZ3YfwwPW7LGoiyN77HvaOTBPwVTfDAK6gacXvA6ydSUWcCJEDp+BQsfvsHv/P+cHER/vHgWESp5NAqZbxJRBqiGul/8M2JgG9O686GDD3PAWDmQr4No+54hwEXn881Zy2I0yp5rQOAet572hzwPK6oa8aaXYeQn6RDQoyaudfzk3TCiSejHgcaWvHOdw14rWQUpDjGKWNklJddSWa6w3WhUY+vTvq6woltAhQa9fjiWBPmFaZCo7xY9hxMWcumvLIeW0oKIIWEc34LJ14sO6XnqmDJ6GC+YwqZFFUNrbybWr3xrCNqUwKBEIjE64uJAhWxgO/nEgASiQQWK1lzEwi9Qdhmmz755BMkJCSgoaEBa9aswZo1a3hfd+DAAd6fX+uIJTbYi/VQkhyhmO0GYqXcMHdSaOpwYNW0bKzbdcivlKU43YCS8SlM6VZgSceAKBVOmayiHefkMinGD4vDR4sLoVHJ8eQO/xLLIqMepYWpWLmzBveOTsK4ND2UcimeuCMTP542Y92HR2Cl3LyBTSgL+IOnzYiPVmPzv+uYbmAAYLFRyE/ScUpUaJVAoARbq5QhVR+Bv339U1B1QUWdCQ63F+8f/BnHGtuwZmYOhsVHCp7j5SyrJAbHlxc6kDrXZseZVhsAn9Li7pe/wqY5I+EFeFWl9Jii3B5caHGIfkaESo4ltw+HO0jZYaxGKXifsQM+p8eDp3jKPyvqmrHmffHum8lxWiTHaYMqRzd8fISTaH/ngXFwuj0hK1bYSCTgTSAAvutbOj7Fbx4qYvm1Ab7x9PRduVg3M8fXeZSoRvo1fHNicboBCycaUfbG9ygrSvVLKoXiq8UePXxqqFC7twL+KsxbMwdhTYBlgpB1AOB7lgzVaThm9+ymH/Sx+Dp80tdiyW3DsWjrAWyYlYcXPz+OEUmxKC1MQaRKDplUApVcBpvThVd/XYCvTzYz3XBpledDb1dhQvoASCTAM3flYm+dCfFRKlazDjsGxaixcKtv/faXX93AfH4wtXqMRsF8v1iNAlFqOcYOi0NpYYrf87bsje+xcXY+3vmuAatnZMPu9ATdQAq21qFcHl77iid31PSa0pqoTQkEgh9SYMX0LKz7ICCOMuqxYnoWvPCik3LD6faSuYNA6AXCNnm2atWqvj6FsCbU1uxA8CSHqNmu0cDpdkdjdbrxp3/V4q9fnkRZUSpKWckkAHj721NMUBqoUnl0cgbigqg12mxOvLj7OJ66KxePb6/mXdR6AZSXjsKznxzlfAZdyhKh5A6TYAv4+GgVFr9dhXd/Mw6l41NwvKkDcRE+E2m1QiYYxAOAVuVv+F9WlMrrKcfXARQATrdYUdXQinmFqVi1swbP3zNCUHF2OcsqicHxlWH9h0c4f8OyN77HimlZ+MNtw3HWbOMkaIuMeqaLnRhWyo04rRI/nGoRVKGEopyK0SrRSblx3mRHRV0zp1seHcQXDuMvDy0y6vGvI+cxMkkn+jlNbQ5ehdia9w9h4USj6Hv5EhjFRgNaO0OfK+mEPLtJwd5aE5a9dxAFKXEYkRiL0vEpAHweaoOi1WQx248QmhPZflqBSaVQfbVo+JJSoXZvpYnRKPDBokKsfl/8ucC+N7VKGbaUFOCPnxzleAzSTT/YGzdWyo1l2w6ivHQU2u0uWGy+ZjRerxdWyoX/+cX1cHu8yBocw5RGvzR3JFO+zR7jz98zAiq5FHERSsx97VtYKTfa7U6Uvv4dXi8dhY8ONvqpJoqNBiyaZGTOw8nyChUtxTTq8e/jFzibTPlJOsx/8wfO6ym3B78cncTxZKU3kCKUMj8FYqRaLtpY4KuTvdcUhEAgEEJBK5dh1QeHMCJJ5xdHVZ0249mPj2D19Gw0ttmhDFJBQCAQQoMkz65RuqMWCyXJsXZmDlYEqCoKjXosuX04Xvz8OG+wnBCtYrpTsY3A8xNj4fJ48fjULDjch/wVAEYDFkw04t5XvuEoANjQ5WkVdc0402rjeDrRCHmyVdQ1Y92uQ3h0Mn9HM6EFvFYpw4ppWZAA+J9fjGBe+853Dbh3dBLGp+mhkEmx9f4x+OpEs19HQ/q8m9ocfscOtaSHRiWXoqrBjKm5djx44zC/xF2o/i29sdgnBseXB3ZJmUYp4/0bWik3lr9XjU9/V4x3vmvglHbSqs6yolQUG/W8HWYLjXpolTKs23UI+xvMgioUMeUUfa4WGwWHywONUoZEnQab5470C8gPNLTiRFM7/mvkUHy4uAhtdhei1XK4vV7YKBdkUikilDLI5VLRjnZCVNSZBLsT0gR6xRUb9VgzM5sp/RYiOU6L/3twHCKUMnx86BzHZwrwJernFab6BfAT0g2MHxahf9DU7giqyA40uB+q06A43cD7PvY8R8+Fge8HgDRDhOg4DNyAolweuDxe7G8wc7pNV/9shtcL3JwZj067m2kKkKzT4qUv6lDJk7zWKmWIj1KjzUb5fc69o5Pw7Ce+Ds/skut9rGOMT9PjxvQB0CplkMsk0Cp9mz98yfGCJB1Tull12tfo4MU9tbyNcDocLrx9/1j868h5VP980d5BSBFXaNRjxfRs3Ll5H+/fjY8BkSr8afdxXq+5pdsO4o7cBD8/11sz47H+zhw8uaOG4zu2akY2pm/kt5EAiNKaQCBcHqxON/YcveDXvIjNY5PdiFIrSPKMQOglwjZ5Rrg0gnmN0Iv1YEkOusRl/6lWn3qsS1UxRKeBTCKBXCrB2hk5OG22YeMef1Pj4nQDtpQUMAFloBeSVinDiqlZeOKOTFzocECrlOHYuXbMf9PnnSK2iGaXpwV6vATC58kG+BJoj0kk6LS78OHiIlBuD9psLnx/qgXvfNeADbPyIAGYxBy9s//SF3V+C+5Cox5v3TcWz35yhOOFwi67pM976baD2DArj/leoZT0sE3YPV4vtv12PP7T0Ipfl3/HBPKB5ZiXu6ySGBz3PoElZS/NHSn6ehvl5njkuL1e3Ll5HzOGNs3JB3g8gRZPSkdchIIJ6Pk64iXECHdv4i1/MxrwRtloPPXhYb+F3qSMAVg6ORNP7qj2S3RfVHL5PMWK0w3452/GoanN4edVWF5ZjxuSYgVVroBPZRLY2ZP9fW1ON1PuFaNRwO5044ODZzEgUiWqdPn40Dn82GDGgzemAQA2zs7nlMRZKTdnHBM1Sv/irNmGhhbxRCn9N2Qb3L+/cDyeDWGee/quXCx77yAq65qZ99Nz/vOfHcMfbs+AB0c5JcdPTsvEOYsDiyYZUV5Zj/ykWHx1shkFSTreZyb9DGJ3zy1ON2BaXgIe3XZQ2Hcw3YBHbx+OWzLisftoEwD/jRu236BY840PFhXC5QHW7zrEed7dkjkQt2QMwL1jkvHQ21XYODs/aCOc4nQDVk3PwtTcBKz94DAq6kzMXLTgJiNkUgmslBsHGlpRb+rkTazzPUMLjT6bhmAl2Wz+dcR3Xfj8RJs7KdGkPlFaEwiEy0GbXdx3us3uwsAoFWKCNJMiEAihQZJn1yhCiQ124ilYkiOwxIW94KVVFTFaJSxWCpv3cA23959qxU8mK7beNxZtdifHBN9KubF8ezUKjXpMzU1A7tAYPL69hnk/ewd/6eQMnGnllqcB3S+JYXO6xcqUodDX5vBZCzbMysO2/aexdkYOzrfb0Wp1YqhOwymJAXwJsHW7DuH6JJ1fwqCyrhkSiQRv3TcGLZ2U33kv23YQz87KwxN3ZMHrFfebUiuCdyC0Um5mN33FtCzIpBJEqoJ16Ln0By0xOO49+ErKQikZC/TIOdHUwYwNK+XGoq1VeGBCGh6+JR0ujxdRKp/i69i5dqjlERxlCzsh9NLckdjw8VFOia9g+VudCat21nDGQtbgGN7SZLq0mi5Nrqg1wes9guu7ug8Cvvu8vKQAA6PVmCqi/LBYnSgtTIWEJ1E4rzAViwMUY1tKCvDXL09i85yRWNRV8hmY2JhXlIJFW31J+sGxGo5ZOHsM8v2tiBqlf0Dfr3SyRKismK+EP0KlEJ3naPWl2UZh6eRM/M7lxoUOB5Qy/2fVPTckYlRKHJZPyYTN6YbT5cFXJ5tx10tfMZsrW0oKYHd6sHDrAdz2wEBGFUZTVpTK39yi1oSfu3wRhZpuVNSaAK8Xj03OgMPlRkXAxo1QIs3vGHUmfFvfgo+qGznPQd/z7hhWTs/CzE2+5D3FKscUO6/V7x/CqNQ4PDp5OErbL3qXfX3SX729paSA9+8bGDTSY77RYud9PeC7B+IilLz+cB12F6/HI1FaEwiEK02UWi74zCqvrEeUWg4ZQNbdBEIvQZJn1zCBC/4IlRxKmRQWG4UPFhUFTXKEWvZn6qA4XWDYu8zLt/urtAJN8Omyi6Y2B/PewIcEACx590fend+q02YUGw3Y39DKed95ix0yiYR3gWyl3H4BL1NGmaTDm1/9hJXTs9Bmd2L2q98C8C3chcpD6bKtQOjdbXY5l1Ypw4ZZeSjvCiQWTTIKK1+6uiuu+yA0T7SKWhNOt1gx/80f8MzduSGVG10qxOC4d6DHG/v+FysBFvobGiKVeObuXD+D7gNdKsX8pFjkdyWmtEoZPnyoiJMQYvsBDonVIC8xFs2dVMglwXxjoTulyYHv93Xa7CoTS4oVLOP+oWtcv3XfGDw+NRPnLHYYopT4/EgTb6mlw+WBlXJj4dYDePDGNCztKuF2OD2QSIDKOhMWbfW9b9EkI1btrBEcgyumZvGq4tRKGemA1Q+g79cRibGYlDEAc8YkczYjiox63J0/BIZIJdNBkz3G+OY5tvqSrQ7WaZSwObnPqpwhMag+Y8au6kaBjrLADSlxvsQTjzm92DgK5TUVdc34rcOFRydn4HduD5Ss559QIi2QgdFqwedgRa0Jtq6NMQCIj1KFdMzKumYsuMmIzw6fR1VDK+8YvzljAAAwz/IIpRwuj69UXAoJPnm4GJTbg5YOCj80tDLKN5pA24hUQwTHgJten3Q6uElvorQmEAh9gUomxeulBThxodPv54Nj1Hi9tAAqmRRUkKZPBAIhdEjy7BqHP7ER4fcvtscSuxNVh8MpqkqhVRV85YFCu8xCJvj0TrNwuYge5SWjUNZV0snm8FkLHp08HJ0OFzZ9UccpCVk00Yh5b1x8H71A3vrtKU7ASwfym/bUwWJ1ornzokdMdzqmiRF4bYTKU4uMejx1Zw7Omm28Xjns8+U7j3W7DqO8dBQkAFnshwFtdqfg/R9YAiz2N+yk3ByD7kBVC+C7D1fu4CaEKuqasWbXIeQn6fDg3/djUsYA3HPDUJxo6mDmCLfXK+pNFjgWujN2hBQhUokU9xWlYWpuAgZGq5nfnbPYkBCjwcKtB2Cl3LBRbhxpbMNZix1VDa3I7/JhCoROnFspX2OTP/2rFoVGPZZOzsCMTf6+SuzAny+5nxKnxS9e+drvPYVGPXYdbMTB0+Ze6W5L6Dn0M6q8sh7vPDCWo+gCfAmclTtr8OysPMx/84eQlNkrd9ZgRGIs5hemIiFWjfW7DgsqE5P1Wjy5swZlhanCpYR1zSjtms8vdHA75YqNI98mkj7oWHN5vLj3lW/w6q8L8MWxC8zGjUogkdadcwB8peT0uiFWo2SOH+x9aoUMd+cPwV35Q7D6fX8v1Fsz4/HktCw8sb2a8XRj+7PR0F1T6TVK1Wkziox6HD3X7tcYYWC0Gj/81IL9DWa/c6CP9fSdubznSJTW1zYTbr4d55r4fadofj7bCHGzBQKhezg9HgASjuK32KjHoknpcHo8kEmI3xmB0FuEZfIsLi4Ox48fh8FgQFlZGf785z8jKiqqr0/rqoTPt4j2zorVKEXLlOiyP77mBD0ywT9txoqpmQLlIs2ARIIVU7M4SrY5Y5JRUXsBX59o5i0Jobuo0eezr64ZEgCPTc7Ava98wzk/epFvsTmRqo9gkgTdLQ+lg+zBsRpsKSmARCJhTJXZ14Zdnjq/KA2RKjk0Silcbi/OWeyQBzEBDQxK2EmBsje+x8cPFcPl8ZLFfj8nWq0QTDrTJcA7FxZCKpEI/g2ZcsoAJWigqgUIbYxqlTLMGZPM6WZbnG7gKEjZBI6FUMcOHRT/72fHOIqQ6XkJOGex8y4g5xX55pMiox4DolS4728/MH5LfGbixUYDzrf5l3QVGvVYNDEdXxxrEjxPMS+orfePxcc1jfjrlyeRnxTLlMfTZdqX2t2W0HPoZ5SVcsPUQQkmryrrmvHE1Cx8/siNQefJ5k4K945Owuv76gEAVZVcxRSjTJyWBZfHi311zZg7Jln0XOn5nO+5KjaOyivrsWNBIUw8STc2TpcH+UmxkEkkfhs37CY5Yp8TbCxHaxTMuuGv/30DoyIVe59WKYNOq4DL40WHw4WV07IYlXyEytcFc8m7PzLjXqwEVALg44eK0WqlEK1RYHZBIix2J5766AjHO5VvDttX1wyb0y2oGCVK62uXc00XMHLxZtHXNDw28wqdDeFaQSGVYtOeWo7i17dGkmDtzGxYReYsAoHQPcIyeUZRFNra2mAwGPDmm2/i2WefveTk2csvv4yXX34ZP/30EwAgOzsbK1euxJQpU3rhjMMTId+ivbUmLNt2EFNyEkSDAbqcha85QXdN8N0eL25I0iFFr8W6D4/wvqei1oQnp2bio4eK4PJ4YXe6oZLL8MWxJuQNjcVznx7nfR9fsq6yrhllHfwGwLQCbkCUCqYOB179tU8B4/V6Bcsri7qaMNDfqSBJx6tEKE434M7rh3BUO7S5+/WzY7Hx8+N+iYOt940RvZbsoKTYaPBT01kpN1qtFK5P0okeg9D3GCKVGJ+mFy65qjVBKpHwevHQiJVT7m8wY9WMHBQZDbjQ4cDAaDVjUi5kwi0WpHoDktI0xUYD4qP8j00rQITM/Ol7Vkyxuv7DI5iSM4h3AemBr3RyTFocSrqaaAjNQRPSDVh/Zw6qTpvxr0cmwOnyJZajNQpEKWVo0kf4qd7Ot9mRGKcRPb+KOhPWfHAI03ITsGNBIXYfPYeany1+zQXMVidZ2PYR7GeUnaeckk273YXRqXFBj+nyeJl7gVYr87Gvrhkrp2Whw+EzfWbP13wqRkOkErdkDMCQWDVnzAh1gQaA/KRYfHyoEdNzBwuW6xenGzAwSu1TYzrdfhs3BUk6TM9LwPpdR0Q/53ybXbBzaHG6Af9pMDPvk0slWPx2FR68MQ1Jei223jcGZlYH3vJKX+KxvGQUVu6sQUVAl0+lXIoICdBmc/p9H7HE/95aE1weL/PMs1gpLHvvYMgqeAA4aerE0x8d4VWMCin1CQQC4XJgd3l4Oy/Tc6i9y4KCNCgiEHqHsEyejRs3DnfeeSduuOEGeL1ePPTQQ9Bo+EteysvLQzrm0KFDsWHDBhiNPmPoN998EzNnzkRVVRWys7N77dzDiWCeZiUBnaho6GCAnqRjtEqsvzMHj2+/2Ekv2O60VsAEv9gormhps7vw4m7/5FKRUY+xqXrRz+MLpPmCqEKjHjVnLdhSUsBpDnBLxgCsvzMHK3fUcFQxK6dn40//OsZ8J4BfiVBR6wuy+RbsQoH5VyebQ0o8FBn1WHL7cMx+1V9NR7qAhQcxWqWfBxEfwQzohTqs0oqpNe9z712h8aaSS0PyKQpUppYUpuCXr3yN/KRY5thHG9uwdmYOVgT4hl3stukz5R8XJHnI7o4XmHhINUTg45pGptQ6MU6LRZOMSNZrsecPN8Lt8cLt8cJKueD2eHF9YixHUVdk1GP1jBzc+8rXfr5XxUYDbs2MD0mtt+GTI3jo5uvw3KdHOR0Rn+1G+SYJ0nsPtl9VUOWUOrRlk6dLSQaEVspIK8noxFRVg1mw++SaGdl44G/78cd7RkCCY4yStLyyHuWloyAVaIrx9ren8F/XD8Gq6VlY/f4hTmfbVdOzQLncyEqIxoBIFZMECyxJLjbqcdf1XeWTAZ+TEKPBvKJUeACOGnX19GycabUxifOq02bceJ0BN14Xj7Xv8/uLtXY4sPmLWiZxxndNAhsFBLve7HnS58kauu0B4Jv76E1EtmJUTKlPyrIJVxuhlKkOih+AvZ9/eoXO6NrE6nCJNg2zOlyIUstJgyICoZcIy+TZ//t//w9/+tOfcOLECUgkElgsFtjtwl2TQmH69Ol+/37qqafw8ssv45tvvrlmk2dCgTaN2ALVxgq0LVYKa3cdxvVJOswrTIXD5UF8lFp093tonAZr3uea4FfUmeABv6IFACiXh7MQpoN4MfgCplhWhy6tUoYnp2Yid2gM2m0+hUBBShxGpcYhZ3AMs9PzfX0LFt+cjiemZTHdzapOmzHn1W/w7Kw8vNGV/JpflCaaBPjtjcM4vxcKzOnSGolE4nc9i40GrJmZjQvtDkzJHgSlQoqy1/094UgXsPBCFyQ5EiwRylfqBXTfg5BOymYlRIt+nlohw79+PwENLVYA8OsuSJeK/vM349Bmd+JMiw2jUuJQ1jVH6LQKDIxW43SLDc/fMwJJcVpBDzUaek4SCrLZfoafHjqH/zS04t6CRMikEjzGCnq3lBQwDTvYVNY1Y/X7NXjngXHY8Z+fUV5Zj721JizfXo2n7sxBbVOHaNcrh8uDrMEx+J9PuZ5aFTzBuBAkSO85QklH2q+q1Uqh2GjglDYDvgSTLiK0+dJKuZj/DqUrLq1+o+fzqbl2QVXnqvcP4bacQZjz6jcoK0rFvCJfCbXb48X+Uy14bHIGfmN3wmJzMpYHW789hYdvvg7tlAt//PSY3/OYfs3THx3B7265DgveOgCtUuZLSrGeK1bKjYOnzZg7OgkJsRo8/4sRMHU40NBiRaJOiw6HE3bKA8rtxbLJmfB4vXC6PaC6OodO31QJK+XGpIwBeOeBsWi1UpiWm4CnPjzMeW775gcJnpyWiUe3+awYhOapQEK53jTdXeewN6TYjZGCKfVJWTbhaiOUMtUDGxdeobO5donVKvG/u48Lrt/WzsiB2+MhG+UEQi8RlsmzgQMHYsOGDQCA1NRU/P3vf4deL64s6g5utxvvvvsuOjs7MW7cOMHXORwOOBwX/UPa2tp67Rz6A0KBNo3YApU9SZs6KOw+0oTdRy56Bf3+1nQsuGkYPF6v34RfaNRj4U1GOHiSYDT76ppxf1EaR6J83mLHD6daeN/z1clmwWRdoVGP6p8tfsfTaRUYGqvBp78vRqfdhVitEqt21uDx7TXM+4qNBiyYOAzz3/zBr9nAqunZqDljRn6Sjik1oaF3z7VdHUKFUCmkgm3vA6FLa2i/q3a7ExqlDAdOtWLaxkrm3IqMeqyakR2SqXw4c7WNS3awH6mS45m7c7Fu12FOIilYItRipeDxev389eiyye54ENIqlsBudXzEdCWg2d1k2VTUNWNemwNerxfl++qRn6TD/Dd/QKFRj8duz4DZSkEllyIuQgOZROKXkOAjPkrFJK+EkoFsP0Mr5cbj26sxJTfBb26Ij1aJ+l45XG6MS9OjaJgBNqcb+xtaUW+yYkCUSjRpJ5dIgpaU/Wy2wdRJCSrJwjFI7y9jMljSkfareuouf6U04Js/n74rFwOj1SF9Vozm4t9ArMyRPW6fmJqJM602SCUS3JCsw//+67hgKU7p+BRYKTc27anDoklGvy6Um784wSRwAeCm6wZALpVALgMotxd7jl7AnqP8ipHf3XIdAN9zZf6bP2DNjGysm5kNK+VGJ+VGrEYBrdL3/BoYrUaH3YU//N+P2DQnH+WV9X7X7Jm7cvBRdSPzDNQqZfj9remYkp2Adbt8SrMtJQWCz/qKOlNIXT4Dr2+o1xvo3jqHPffR0GqOULuP9yf6y7gkEAgX6e64dHo8qBIp23R6fLYyA8lGOYHQK4Rl8oxNfX19rx2ruroa48aNg91uR2RkJLZv346srCzB1z/zzDNYs2ZNr31+f4PPq4xmQroBTe38xsOBi1O+nd2cwTGY/+YPKCtKxf1FaYjRKiCXSdDa6YTN6YZcJhE8L61ShsGxGlRVnuSUs8wrTOHt8ldeWY/3FxVhTUCZSXG6wWfW7PbgP6fNWMwqT/MZhBsxIEqFlTtreLyUuCq4fXXNWPfBYUzJHYSpGytRVpTKdEejE4plRalwe73Md+FTqei0Sr+uXRqlDGKdpq2Um/G7slgpLHq7irOQD9VUPtzpj+OypyV2fMF+cboB5aWjUMbqEBssEcp3HHZJZjAiVXL8ff5o6CNVcLk9aO10oqwoFdU/W5iS4cB7Waf1GXmfs9hEj61VymCxObGvrhlP3JGJaXkJoFwevLD7uF+AX2w04NHJwwWD4kKjHrXn25kklVg5KdvPkK8EvcMe3Pdq7mvf+n329LwENJr51ULspJ3VIX7sn5qtWPDWAUElWTgG6f1hTHYn6Zikj8D//OJ6tHZSaLO7EK2WQxehDDlxBvg/P4U6Jk9IN+CPs/LQSbmx9J/+jTyKjQa8dd9YPPvJEd5ErExy8RkZmFSik2o0W0oK4PJ4cc7iQIRSLqqOZD87tUoZhg+KwlmznfEi+/L4BRxrbMOamTkYHKuBSi7FiqmZ2FLpf99rlTJkD4lBfLQas8ckQ6OQQR+pxNHGNqzZdSjkklb2+Qi9lr6+UvgS8owaG/BvHpJuwKoZ2UzpdoxWKbrOKTbqkWaIwN/nj0asVgGX24s2mwtlRanMtaKf661WivN+Nv2xZKo/jEsCgeBPd8dlKGWbsaSRCYHQa4R98gwAvvzySzz//PM4cuQIJBIJMjMz8eijj6K4uLhbxxk+fDj+85//wGw2Y9u2bSgpKcGXX34pmEBbvnw5HnnkEebfbW1tSExMvKTv0p9g+8DsDdipf3ZWHvPffL+jyxhMHRRcHi/KS0f5Lc4dXQaWtAn+858d81t4i5nglxWlYt0unpLOWhPgBTbOzvdLggG+BbjT7caU3EF+JS5fn2zGnZv3wUq5Of5O9PGfuCOT108M4PdEqagz4dHJw7FpzkgcaGhlzuWtru+UnxiLr082Y1LGAMwZk8x54BUZ9bi3INGva5fFSuGzQ+cFy4mKWQlLseA6FFP5cKe/jcueltgJBfuBHeOCdUgVOg5dNvnOA2NBBQlgtSoZXvy41t/DqMvLb+aIwXj6oyP4ZVdnQfa9PCHdgLUzc3gT2jRujxeDY3zXgXJ5kBCrwSP/9x/sYyXkRibpIJdKIJP6OupabBQTJNNjl1aEjEyKxR9uGy76fQL9DAOD8ki1uDI0QuX/+311zVi/6wgem5whqlhb4HD5lbTzQStdhJRkwcrM+mOQ3h/GZHeTjgOj1d1KlgUS+PykjfcX3mSESiFFrEbJzNmLtlZx5vWKOhPW7TqE65N0fklk+v5aPzOHef6G0oCHVqEp5RLRQEsl9yXltEoZXisZhWc/OcpRh88rTMWqnTVYf1cunvnoMH5/23DER6sxd0wy1AoZqn82I3dIDJ775CjHf3TltGys/uAw87NgJZZyqSRol09aff3OA2NR2u6AVimHw+n+/+zdeXhTZfo//nf2Jl3S0tIFoVhoZSsgArK0RUBlkR1+bnyHDwjqzLDJiKOjDipu6Lgr6ugo4IY4o4I7gqCsIsoiq0gBLUhLaWnTJXtyfn+kCdmXNmnS9v26Li5tzknyJDn3c85zn2fBLQU5mF3YBYIgIDVBge+OlePzA2eR30GNUxX16JSiQkaSwut1TlFeGpZN6Q0xgH9vOeF1Jc4PdpcgLcF2rROoDo3FIVOxEJdE5CrUuExRyfHMRt/DNh+dlA+J2HeHBCIKTYtPnr377ru45ZZbMHXqVCxcuBCCIGDnzp24+uqrsWrVKkyfPj3o15LL5Y4FAwYMGIAff/wRL7zwAl577TWv+ysUCigUirB8jlhlnwfG3gPKvaHua1ugni72i+DGTILvd9Lw4gr8ZXhXj0nOC3JToZBIcN/aQx5DXOy8ze+0o7gSZn9dvuD9bviZKh3mvrfX5TN/f7ISRblpMJitWLH9FNbcPtijYQLYGtn3rT3o0miuqDPibI0Oc0d0hRVehrqOuDinW0tsXIdTLMVlU4bYBWrsO68Y54/fZGpxJWbVGvwOcyrKS8PBMxov8w9W4qHPDuPBCT3x6JTeuKsh4eVezgc+OYQl43vi3o8Perx2QW4qvj9Zievys6CSS5AYJ0Od3uxInPlq5N9SkINfztZg7dyhKK3W46eSKke8by+uxP3j/Ce/OqYoXRL67o3y8hqDz/qnMDcV5TWevW63FVfg7/BfV1RrTThSWuO395zzarjekjqBhpnFYiM9FmIyGvVioPMnAJwor/N6QwSwnQtu8TJhvf28ZH9tgzlwQtZgtuJIaQ2G5aX57R350MRejqS1t7n57H/3y05BtdaIKf07NfTovrjf41PysXL7Ka/zjz7yueuCOP7qnoLcVGwvrsD8EbkQB9i3X3YyNhw5h+Wbi/HmzAEeQ8VXzRqI/EvUWLnjFJ7beHGhDvsNP2+/EwB8eagMswtyHIlBe50hwinHjcIT5XXYebLSbx0ai3OLxkJcEpGrUOPSaLH6vGm3o7gSRosVgv9TBBGFoMUnzx577DH861//wt/+9jfHY3fccQeeffZZPPLIIyElz9wJguAy7rytUvvp7uttm7+eLoAtObXvdDUKc1NDngS/IDfVZbiKNxqdCe//UIKXbu6Hez46gDuvvQxXZKegvM6AFbMGIilOGvT8TgCgN/m/o+zc8LY3Ojq1U+KV/3cF4mQSlGl0+PNVXfDalpNYN7cAFXUGx7LRvk547o3mGr3JZajrbLeJnmev+hGfzS+EWiVvkY3r1qopQ+zC1dgPZkJsf8PKlk7qhXEvbvf63B3FlbBYgTq92ee8RVuPV+C+cT0cDUt7jAzpYotlnckCi9WKpRN7IS1BjpMV9QACL2LQLzsFD39+BP2yUzziuVZv9jvHob2RXZCbihUzBzgWNLC756MDeO/WwXjkc88VCR+Y0AvT3VastQumrvD1XXubT8n2WVx/v0DD6WOxkR4LolUv+jt/Ao1fmKfeYIY6IxEAUF5r8DqXIXAxIduvUzJWbD+FMb0y/faOLK81OHp7BjpPCgK8xmhGUpyfecwqHVMZAMCa3SV4Y+ZAiJ1WDbWX+5aCHKz+4Xf07ZiMiZdfgj4d1ZjQJwuPfnHU47rAHjvuCWg7tUrm0cMdsNVP9zTcyHDvkf1bRT0+P3DWa6+zhe/vc8R7jd7kN66XTuzFIVNEFBE1Ov9zwdbozRAE/zf2iCh4LT55dvLkSY+VMgFg4sSJuO+++4J+nfvuuw9jx45Fp06dUFtbizVr1uC7777D+vXrw1ncNsFfwsA+r1GcTILr+3dEcXmd1/3cJ8Gv0hqh0Zmw73Q1tKbAd9m3FVfgr8O74n9/GYLHPj/iMtG/+7L27twbK3KJ2G9D3H6h7q+nzCOT8gEAVgi4JEWJotw0j6Fj7qp1F+dQSYqToVSj95jLxpm9kc3GdexoSgIsXI39YCbEtsebPTELANntVEhPVODE+Tq/q1xqjWboAyS06/RmXJnTDrcVdkFWchwe/fyI63yFuWl4eLKtgamS21ZODmYRg+Wbiz2S3bbPLMWyKb1x79qDPhvZ9tcRQ4S7x3R3ifGKOiNe2vQrnpjWB3V6M6p1JsQrJIiTSXDz67tQUed9fiOxCAF7lbl/1/EKKeoNZpeVSJ25/86BhtOzke5JozVCKhb5rMejWS82dmGeJKUsYA/vAZ1T8PCkfNTojFAr5RjQOQWnq7ReX8+uWmvCiG7tYbIE7nEtAF6P9UDDSO1UcgmemNYHL276FX2zkzGr4FIYzFYkK2XokKyEzmTGwqvzoJRLUFajR2m1HnNX78Xtw7rg7jHdHD1A7bHTLzvZawIaAKQSUdA3qwDbMbNk3UG/PdTt9XdSnMwjrp1vbhERRYp9ARd/2zlskyh8WnzyrFOnTti0aZNjuKXdpk2bQpq74dy5c5gxYwZKS0uhVqvRp08frF+/Htdee224i9zqBUoYGM1W9OygBgAYAvTUkEvEMFsFiEUXTxAHzvgf5mG/WK3WmfDKd8W4PDsF3/hYWcwb58ZKUV4aZBIRHp7UC/9cd8h1zqe8NMwdnos5b/0IwH9PmQc/OYTremdBb7LiWFkt5o3MhSXQcFCTFRqt0TGp8bma4JIpbFzHjqYkwMKVBPU7IbbTwh/2xOy1PdLx0MRe0JusOHG+DgqpBPNH5npMJm6XrAxcDqPZivTEOPxUUoV92z2HTG8rrsADnxzGwxN7obLOiNW3DYI5iMa783/tCnNTkRAnxUOfHkb/zim44+o8WAVbotJbgmpbcQXuEQGPT86HySqgRuc6vO5EeR1uet3W02z+yFx0y0xEhZ8hZvZhdu51xcyhlzoa9c5J8Pkjc/FzSbXXoXu+fudghgOSjT3BtOf3Krx4cz+PFZ6jXS/6i89CH72ohuWlQSYW4Z4Pf/bo4bWjuBJikQhfLSxCskrW8LniAQBPTOuD3xp6dvqikIoDnpcBIFkp87n6rUIq9rsoQXqSAgW5qeiXneI4Z7qv/lmUl4YHJvREZZ0ROqMFf1TrUF6rR7/sZDz/zXG8vvWk4/V7ZiXh/dsG40hpjdcEdEFuKqrqQ7uRUVFn9Lvi9+yCHEf97fwbuif8h+Wl4bZCzwQ/EVE4KOUSv20ipUwCOZNnRGHT4pNnixcvxsKFC7F//34MHToUIpEI27dvx6pVq/DCCy8E/TpvvvlmBEvZtoSSMFCrZFh96yDHSl72i2sAWDFrIP657pBLo7IwNxVzCrugT0c1xBB5HeZhb6AqpGKvc8YEmmPF3lgpyE3F3OG5KK814MNvS/CPMd0hFotQpzfDbBWgjpNh07FzeOnmfohXSBGvkPiZi802VOWpr3/BbUVdIIYAiOFzAYCC3FTsPFmJjKQ4x7Cfzqkqn/MwuTey2biODU1JgIUrCRrodVRyCa68tB1qG1YClUvE+MfHrj22Ct0W07A3jId2SYVGZ0RqggLX9EhH96wkj8bykbMa7DxZifF9spDdTuU7Ro5X4GRFvWOuovf8LBoCXExyOye7C3NT8diU3lj25VHsPFGJ6YOy8fw3v2L6oM6Y+95en69VckGLNbtL8MS0PujS3nXolvPNgGCHXNp7n6iVMqSo5EiIk+KRzw57TSacKK/Fvdd1B776xWNRCX+/c6DhgOQ5hYCv3pXevsfGrpAbKrVKjsen9MY/Pj7gujJkQ2/Mxz4/6rJ/UV4a5o7IxfHz9b6HRjbMiehe3g7JSkj89MCzn/9G98rA14fP+Z7DKzcVl6aqoHNKsjkny9IS5FgxcyBe+va4Ry/sN2cOwNZfz6NfdgpG98rwWx+U1xigN1sdvcrmFOagzyXJAGzxZ3/utT3S8cD4nshJi0e/7GSPxPX8EbmoD7BQh/uNjEA3AQE46m/esCKiaFGIRVg6sRce+tRzmomHJvaCQiyCMcDNeiIKXotPnv31r39FZmYmnnnmGfz3v/8FAPTo0QMffPABJk2aFOXStU3BJgz8DTm5UGfAy5uPe51wWCQS4cEJPfH4lHycrtKhWmdyDI+wN+6dk2DuPVMuLmvvmnwryk3Fkgm9cKqiHm/OHIB9p6sx560f0S87Gf2yU/Cvr49h3ohcvLTZturgK//vCsfEw/NH5jpWM/PFYLZN6nn/uJ74/17diT9f1QVLJ/XCg58ccvmczg3xkd3ScaK8DjV6E9RKGZ6Y2genq7So0l5MNh4rrcHDk/I9LtDZuI6+pjaqwpUEDfQ69v+eq9Hjrv/u9xp3gC0pZI8f5+HJaQlyrLl9CB789JDHyrFLxvfC/3tjF0Z2Sw9YTudY/d7PoiH2+C7KTUVOWjz+++chSIqTIiVeDq3BjC8OlmHRNXlYuf2Uz0nXnSmkYp+LOCTGSR3xbTBbIRGJMLsgB7cVdoHWZEGndkp8fficS48X+3ewbu5QxzxKd4/pjnvXHvT4fh6d3BspKhmWM9kddu5TCLgPe99051Vev+PGrpDbWEaLFZdnp+AWt+F+1//7e9x0ZTbuGt0NepMF8Qopfvq9CrNX/Yinr+/r9zV9DQnPSIrDMi/JOuc5xq7uno4V209h+XTP82RBbirmjcyDySJAJhGhMDcVe0uqXeqERdfkYc9vF7z2whaLRLhndHeUVGlRr/ef0NLoTHjvh99dFhgYeGk79MtOcQyNvDRVhdQEBe7638/Y83sV/nxVF9wzpjsAQGuwQCmXIC1Bjp0nfE/o7+1GRqCbgB1TlC7HDm9YEVE06C0WPPHlL17PIU989QvuHdsNejOTZ0Th0uKTZwAwZcoUTJkyJdrFoAbBJAz8LSqglErwj+u6IzVBgZvdVrjSGi3YdrwCIojQKTUeEonYawLOvQeaM+dl7f+q74o4mQQquQSfHyzF5Jd3eAz5cJ5f6d6xPXCsrBbzR+a6LApw4Ew1MtX+V8exl6NGZ4LWaMFzG4+j7yXJ6JudglluJzx7Q1xvsmDqqztd5lNzv6u+bEpvZEWgQUfh0dRGlb8kaCi9YwIlU89W6/Bbhe/eLNuLK3HfuJ4Yl5+Fx7884nIc3nRlNh789JBHw3R7cSUe/vwwbroyG2qlDPEK/3NzOMeqv0VD7I38mQU5qNObcGVOO8f2fSVVAIDC3DQ8/40tuR1sb1P3uY9Kq3Uwmq3YV1LldcXPj/eeQfesJJ+9Z+y9WTRaI+5f5/37eeCTQ46EHRva4dWYOQebskJuY2l0Jp/H0IrtpzCpbwckxslwQWtERlIcZhfmQCXzH0txcolj2L+7ju1UeHJaH/xeqXW5+bT6h98xfVBnaLS2c9TBPzQY2zvTMReZ8wI1/bOTMaFvB8wqyMF1vfUu56bel6gdsedu2/EKzBqqx9z39gacf1QhFbss4mP//wUNPQj7dUpGvdECsdaIvp2ScbS0Br06qD1WsS7KS8MTU3pj4KXtsOSTQ0H18Ax0EzAzKc7jccYwETU3kxXYefICujdMhwMAooZ5aHeeqITJaruRQETh0SqSZxR7AiUMfC0qoJJLcNOgbCz99LBHbyznYWP2Rk+HZCWevr4vTpTXee2B5j5njPNwszq9GWkJCmQkKfBbZb3PxgsAmK0C5o/MhQAr1tw+BEvdetgU5aZhQt8OuKZHOr45Wu7xfOcGunMC4aeSKo+GuV1hw9BNwPd8atuOV+C+tQcj0qCj8IlEoyqcvWPsCYObr8z2u99vFfVQySQuCd84mSTgCrbzhufCZLVCLBJh2dTeeOTzI17nJXKOVXuS+71bB+GWghwopGKkxMthNFtQXW9Czw5qLHx/Hz6bX+jyOvYeI85zpq3YfgovT78C43pnISMpzlHuMo0OWWol5q2+OKTTXrdotEZ89+t5j9X27J9JBOCJqX2w9LPDXj+3c2+Wpqy6So0XyhQC9kT0Ba0RtxTkoG/D6pTOx2mkfitf5bTfNHn4M8/z4TU9MjCye3uPucLs2z8/UIoDp6t91geXpKhgtgjQmSwwmK2OntP2oa0FuamOFZ69sU9FsOD9fXh79pUui/IEWjDAaLFi/shctE9U+J264OI5U+q4UZUaL8Py6f3w5nbPhXnemDkQL2761et58t6G82SwPTw5FJPauj/OnMFlva/wvf1sKXxvpeZSrzf7XKzsxZv7oV5vRpKSzX2icGE0UcQ4JwzsDZOTFfVIUsqg0Xlfrc7fpPv27cs3F7s0eqxWAWKxCO/98LvH3ebHJufj4c+PAPC9GuawvDQ8PCkfKrnE64ToKrkEOanxePv73wDYerZ4n/D8EO4Z0x16k8XrcJiF7+9DUW4qymsMjl4wvuZQcp9g3N/Kg2x8tz3h7h1jT+7MGnqp3/3iZBJkJcdh33bXhG+gHiRisQhTX9kJrdGCorw0rJg1ELNX/eiIN/feonZaowUX6o2OBrx9knH7ew/LS0NCnNQxtDlJKUNCnBTX9kiHyq2XmwABXx4sxfbiSpckulgswsvTr8Ceht6t9rqlos6I9ESFzxX6thdXwmC2YumkfBjM/hvYTVl1lRovHFMIuE9AH4nfylc5/Z8Pf8E/xnSHyWx1SawV5abilsIczF9tK7e/+iBZJcNbO3/zeN8V209hxayBqDd4XxDAzmC2Qmu0OBYdsfO1QqhdxxQl3t31O9bsLsF7tw7GI597ztXzwIRemP4f20Id9QazY87CZVN648uD3hPaYhxD3+xkrwlF+3mya3pC0HUjh2JSW2YRgCsWvOxze8ndnBonFiSr5Hj2G8+bBva/H56YD7H/KpmIQsDkGUWct4bJah+TgftLEtmHbDg3ejRaI+5uWEnNfYn48loD4mQSXN0jAzdfmY128XI8u+GYxwlm63Fb4mvJ+J649+ODHu/7z3E98PDnh12Gb/oqX0WdEZdnp2Du8FwIAPQmi6MnXL/sZCxpaBA8Ma2P4zn2O/1zh+faeteo5LAIgssQ0kB38tn4blvC3ZPJntwJNLxREAQ8+vkRnwklX7RGi+NYtpf7w78MwW+VWqQnKvDruVqfq+Q590ZzHsJVlJeGRyfn4/61B116ew5reLzeaHZ8ltmFOXhzuy0J4SuJXpCbihWzBjrqlhq9Kai465qeELCB3ZRVV6nxmjqFAACX+baAyPxWvso5tEuq3/ONSCTC2N5ZLsP+z9XoIcLFldX81Qe+3ndA5xRc2k6F2gDJM2+LdgD+65GivDQcOqPBjuJKzB+ZiyfXH/UxV89R3HRlNvaVVLnUAelJCt8LJRRXYFbBpT7L25jzJIdiElEsM1mtPq/JdhRXwmS1QqszIyetmQtG1EoxeUYR5athstPHZOCBGqsAXHp0OCcRvDUy1t9R5EiIvTlzgM+L7q3HK3DP2O54/7ZB2HGi0jFcpyA3Fb07qh1DUgKVT2+yTUi9fHMxPvzLEOhNFvTMSsIb/zcA7ZMUkItF6JmV5LLqm73BUHJBi4KuqVArZaisN7okEuICzG8Tr3DtfROpleEoNoS7J5M9uRNoNUmJSOQ1hvw2lnPTsLdhHjLnFfnqDRakqGTYXlyBvh2TPVbJ89UbLTFOio1/G4YkpcwjcQbYYvmf6w7hiWl9sGBkHhRSMYZf1t5RP/jrzSMWifD09X2hbvhOLtR77yFrF69wPYUKAOBlRfimrLpKTdPYKQQA12QtENnfyls5ffXQtjtXo3cZLmlXkJvqkvSrN5g85kdMUEhRbzBDozNhyfiekEvE0OiMiFdc/H6UWqPPlTmLclNxrkYPAI7FO+x1g78e1Q9P6oVxL24HcPFmmbeeYgAwp7ALLu+U7FIHBDoH+9vOJDURtTZ1ev83Oer0ZiTGsblPFC6MJoooXw0TX5OBq5X+L26z26lcJsev0vpvXFTrLiYRAl10/16pxdz39qIoLw2fzS+E3myG0Syg3mmizUDDUZy3l9caHENNAODrRUXonJ7ouNPvnOwb2b09Fl1zGYrP10MQBHRMUeGp/68PHvzUNp9SWoLc58qDRXlp+On3Kpdec5FcGY6iL9w9mZyTO+6J3c7tVPjqcBkWvr/P5wp/vlawLchNxT/H98CUV3b67PFVlJeGiX074LFJ+ajWm2EwWVBnMLvMXegsNV6BrukJOFFe53V+QcCWQNMZLbi0nQp3jeqGUo3esc1f79ZtxytworwOFquAtAQ5dv92wW9PvJ9+r4JCKsbDnx/x6P3mHH+cPym6/PUeCpSItp83muO3ci/nifK6Rr2Oc9JPJZcgSSnH/Pf3uZxrC3NTMashOa01WryeM2p0Jswd3hVWQfBIgt1W1AUWq2Drsbn9FNbNLcDShh7a9vkKl4zrifvG9kBJlRZyia1H2e8V2qB7VFsEwaMOCHQOTvZxDRHuxGcoi7UQEUWKUu7/5rpSLglYbxJR8Fp88sxisWDVqlXYtGkTysvLYbW6Xoxt3rw5SiUjwHfDxH5x/cm8AohFItTqTVDKJZCJxS53sJ0Ny0tDeuLFFS01WiNUcgnenDnAMQG486qcgOvk/MEmvrYdr8BDnx3GvBG5mL3qR7zUcAcdCH7VPm/vZ0/C2XsYnK8zQGu0QCwSQWu0JQycy2+fG+qHU5V4/ptfMasgBwLc7uTnpmLe8FzMfutHl/eK5MpwFH3h7snkntxxnlNs2dTeOHC6GlqjxWcM2eP50/kF0JmsqNIaYbYI2FtShdJqPbRGC+aPzPW56MVDnx7G2N5ZuPfjg5g/MtdlXkHn3moAYBUEaLRG1BkC975LS5Bj2Ye/uAzlCtRgr9aZHLEz/LL2yEmLhxjwmLDd3ivuiuxkXJ6d4pI88xZ/nD8pNgVKRF+aqsKmO6+Kym/lL86L8tJczjfu7Mf5kvE9sWTdIY9J+bcXV0LAxWGpzscsYLsxtWTdIewpqfacEqFGD6tVwLzVe/HSzf0QN1yCKq0R/bJTHPvZh2Nf/9r3Lskv5/kRFVKxS3y7n8dNDXOqOfN3Dh6Wl4bOqSrHd+Y8t6FCKkZFQ0/Spv6O4VyshYioKVQyid92iUpmq58vbf6iEbVKLT55dscdd2DVqlUYN24c8vPzHcvzUmzw1zCxJ466picAsCXDztcZ8ODEfCz97HDA5eSrtCY8/uVRj8n57ZM898tOdpmcP5TE17bjFfjrVV0dyatAE/y7DzFzfz3AdvfnxPk6xx3qKq0JT64/7PE69vJvO14BEYClE3vhuY3HsevkBY9GTPtEBW56fZfXhQ64kEDrFYmeTP6SO/b38hdD/bKTsW7/WSzfXOyIh6NnNRe3B1j0YnZBDuaPzMUV2Sko7JqGeSNysfvUBfTtmIw3tp/06K328KRe+Nu1eXhty0mvx39inMzW87W4An2zkx3lDiaJvvV4BSrrjUiNlyM1Xo47rrkM94yVwGSxQqM14aeSKkePmO3FlbjFaWifczLg1/I6tIuXO2Ke8yfFnkCJ6EuSlWH9zULpseQvzh+elI/rXtzmeMw9CZXdToVlU3ujf+dkr3N5ArZz2D/GdkfPrCTEySQ4+Ec1qrQmLPnkEGYNvdSRMPYWt1/dUYRVt1yJpDgpPj9YiiucFvIAbEkyb0NKneuQQ2c1eHPmACz/tthz/sGZA3D6gtbj+fbFDCQikde6L6uhHqusN0IA8NAnhzwWCGpKkivci7UQETWFCMDCkXkeN/mKclMxf2QeRADiZC2+uU8UM1p8NK1Zswb//e9/cd1110W7KORFsD1kzlzQ4t6PD2Cb00p4f72qKxQyMZKVco+7/hqtEUvWHfQYxmhv1P9zXA+kJ8Xhno8O4IlpfSAWiYJOfNlV60xYs7sEj0zOx/g+HfDQp7aEnn1Y27zhuZBLxTBZrNhxotLRmPb2egW5qdCbLBj7wjZHb54l6w4GXFV06/EK6Ey2xIDWaPFoxLzy/67wmjiw40ICrVckejL5Su50cGqQTul3iSMW7NyP+R3FlRABeGRyPh5pWO3WX48vldz7Kp5FeWkYnNMO+0qqXfbf1jCv2fjeWR4rIqrkEiwZ3xNWQUCV1nb8O8d+MEl0lVwCAfAY6mb/nM69W50/W1qCHCtmDUSt3jaXVK3ejC2/nsex0hosnZTPXikxqDmH1Damx5KvOAdsE/vbe1j5Wkn6ypx2PleSBoDTF3SO6QUen5KPJesOYltxJW6+MtvvZ6nWmnBzw2qYBbmpGNUzwyWufMW7Y4i3SARBAF75ttjn/IP3jOnuEav9spORkajwW/fZ/zv//X0evdibmuQK92ItRERNUa0zIiVe7rF4THmNHinxclTrjFDKW3xznyhmtPhoksvlyM3NjXYxyIdgGiZ/VGlxz8cHHBfI9iTR8s3FGJaX5vUi19ajxPfqMv8Y2x2VtUY8PCkfEpEISyf0QskFLQwWK+4Z0x0iEaA1+J9byd4DxWwR0DU9Actv7oeyGj3OVOkAALt/uwCZRISC3PYYcVl7TL38EhgtVlyoN8JgtmJ2oa2R3S87GbcU5EDT0JDferwCv1dq/ZbfeZJqf8mxQL1oOEFy69acPZmc32t5Q8O1SmuERmfCwT80OHxWg5du7ucy9OrMBR16dlDjrlHdIQiCz9eeXZjjdRXPbccrYBUEjxUPgYtxsnLHKcf2tAQ53pkzCFX1Rhwvr0N2OxXmj8zFiu2nHEnvAdkpmNAnC49+ftRjfjZ7AnB2YQ4e+uSQR4z6WoHRPvzsjZkD8eT6X7wm5x/85JBtMQI2rGNOcwypbUqPJV9xvmxqb/xeqYVSLvG5kvRDnx72Gj92zueQTLXSccwHPrdIMX9kLvp1SobZKkAmFmPJuJ74o1oHkUiEtAS516SdfYj3VwuLoDNZ8Pw3x72+/rbjFbilwOAyFNS+Eqfg5zuxi1SSK9yLtRARNUWSUo4lnxzyeUPwkUn54IxnROHT4pNnixcvxgsvvIDly5dzyGaM8tcw0WiN+L1S63OZZV8XuYEuYMtrDJjz1k+Ov4tyUzGzIAd/+2A/tEYL3pw5APtOV7vMreTMedil88Xwo18cxTa3O/0vf3sCL97cD89+86vHfGTr5hbgq8OlWP3D7+jZQe3Y5ryQgTfOd+3VSpnP3nvltQau4kfNzt5w3VdShQXv73PEwnMbLzaEC3JTMaFPFn5xGrrpq8fX0C6pPhv37slkZwazFduLK/HPcT0xqkc61Eo57nPr0VnoNBTa/h723mmLR3fD2Wqdo1FuT6KHUp7ChrpidmEOnvn6F5+9Sftlp7BXSgyLdCI63Mmcs9U6/OPjg9h2vMLvStL2KQi8Hc/u0wtIxRevofyvoGubQ2xfw9xkL97cD49+6Zr8LspLw4qZAzH7rR89EmgDOqcgWSXDhQr/C/7YV692NiwvDbcVeq8PnEUqyRXuxVqIiJrCYLb6bEPtKK603dDkggFEYdMik2dTp051+Xvz5s346quv0KtXL8hkrhcuH3/8cXMWrU0JZu4W931y0uJd9qmoMwZMJFXWGwGnucKAwBew7rYVV8KKiz1GDGar3xUCnYeg2S+GnRs/swtzHJOf+5wIvbgSSz8/jHG9szB9UGeXYZze7uo7z1kTL5dixayBOFejR3qiwmfvvRGXtcdVl7XnKn5hxpXUgpMUJ3OJBWc7iivx6OdH8fDkXhj34nYA8DpsuigvLWAvF19DwOzP05ssyEmLx/zVez3Ksd1Lb7EBnVMw/LL2AIBnNxzziJ1gymNPwF2RnYyz1XpkquMwqmcG/qTRQyYRuyz+YU+4sVdK29WYZI6vekijNeKeDw84zluBFsFQyMQeN1m8TS+QEn/xvOprmoOi3FQ8Mrk3HmlYWdPfQiCAbcEC95Wg7eempDj/yTP3lTNDOa81JskVTL0f7sVaiIiaQmc0O3oBe1s8rd5ghlXwvyInEQWvRSbP1Gq1y99TpkyJUknarmDmbglmnxq9KWBDtVZvwg2vfe/yXH8XsN4m6wdce4wopGLH8JGXbu6HvwzvCo3O5NEDxfli2Lnx4zz5uf3/fa0a1i87Gb9VarF8+hWOE9q+09UoyktzfDe+5qwpykvDkC6pSFHJ/A4r4ip+4dMWVlILV3IwLUGOgq6+e2ltK67AhXoj+mUnY0dxpWNIpH0YVrJShq7pCajTm/2+j7c6wjnOLy4O4P3u6/biStwztjuG5bVHarzcZ+wkKWWIV0hRVe+/UZ+TpsKXC4uwZN0hl8SAPSExf/Ve9MtOdpmPzWC2sldKGxZqMsdfPVRnMLnc8Al0Dk1Wyl2O8ziZBJ8fLPWYrsBsERy9zeznx9uHdcE/xnZHeY0BEpEIFkFAncGMaf074f8NvtQ2z9/2U17fd9vxCjwwvic23XmV13OTr/O4PTGdlqDA//4yBAlyCVRyKZJVsqDrqVCTXMHW+805Rx4RUSApDaMAXNoOuWlYfdtg3PrWj4hXSANeYxFR8Fpk8mzlypXRLkKbFszcLQCCmt8lKU6GTb+U+xkekuZoILs/19sFbFFeGmYOvRT/+OiA1zsxZqtt3iXnISn2YWfv/fC7SxmG5aXh8Sm9UVlvxMmKeijlEsf8Sc53+u29ULwlv+xD1xb/92fHYgIv3twP6/aewbIpvXHf2oO2lQZ99N7ZdrwC9687iPF9OuCqy9o7ViZ1x1X8wqMtrKQWzuSgWiWHTOK/4S4IwMOT8h2LDNjjw97YzEiKg8Wqw+pbB6FaZ/K4a1qUl4byGr3Lazr3milqaAifrKj3W47TF3TolpHoEUPOsXO2Woe7/vcz+nZK9lknDctLQ7t4Be76388uCQzA+5xo9v9PVsrYK6UNCyWZE6geumt0N5fH/Q2xtL+283H+R5UW+0uqPIZTarQm3FKQA6VUgu4dktCvUzJkEjFq9WYc/EODvh2TscLtPFXkNCza2/yc9QYzLs9O8fqdeDuPq+QSrJg1EC9vLnZJTBflpeGhib0cq+AGqodDSXKFWu83xxx5RESBaLRGPOBlvjPbtYmAd+dcCZHYNv0LEYVHi0yeORs5ciQ+/vhjJCcnuzxeU1ODyZMnY/PmzdEpWCsWzNwtAIKa3yUtQY5jpTW4paFHmPtcRXeN7uZY0cv9ud4uYKViEab9eyeemNbHsxdXbiqm9rsEf7s2D+98/zuWT78CYpHIYwVN+wqfcTIxHvz0ML45Wu70GmlYN68AdU690BRSccCha/YGtH0Vwien9cElKSpH+Q1mz7ldnF9jdkFOq0nexLLWvpJauJODGq0RxgBDxlJUcnRtn+BYZMC9sVlSWY/71rqunFuQm4rl0/uhss6I3h3VOF9rwFd3FMFkseJCnRE/lVRh4fv70C87GY9Myg96CJh7gsK5912CQooHPjmEbccrsOf3Kq9D1uwN7zq92edx4tzD1f7/Rblp6JyqatHHDjWNr2TOtT3S8dDEXqios92kSVLKYLUKfuuhf1zXw+UxX0MsfSWKHvz0MGYV5EBw279Uo8P24grcPaY7Hvn8sMf5c5C3lW/dpkRwF6i3pft5PEUlxz/XHfJITG87XoEHPjmEftkpOHC6Oqhkf7BJrsbU+7xhRUTR5q/H/bbiSlisQLxMzNU2icKoxUfTd999B6PRs9Gk1+uxbdu2KJSo9Qtm7hbf6+pd3AewXYAunZSPBxsuiu3DudRKGRLjpJi9ynOyYee5YdwvYDVaIxaP6uZzDrIlnxzC+D4d8OFfhiJFJfPZoNdojbZl7t0uqLcVV2DpZ4exYGQuinLTsK24AvtOV2OInwnGtxVXYFbBpY6/txdXQm+yupR/X0mV3+9LJhVj5tBL8Wt5HdrFyzkHV4S09pXUwp0crKgzYufJSt89R5161HhrbJ6r0ePetQe9Jp3FIhGuy8/EmOcv1uNFualYMr4XeluseOnmfiivNSBFZWuc++vZU5ib6pK88tb7zt5rdeeJi0PWnIeYdkmLR5Y6Lqh4dZ+D6qFJvXBJisrvc6j1c0/mJCllkEvEjon/7d6cOcDv61TUGVxizvl4nTc8F/KG1V/jFVKo5BK35xrxzdFy7DxR6XJ8K6RiHDqrwT1junskswH/STJfi3oEOweYc91worzOI3Hm/j7LNxcHnewPJsnV2ut9arphV49GWfl5v/v8cbYUVzRTeYiAwHVXWY0eXdLiUW/gsE2icGmxybMDBw44/v/IkSMoKytz/G2xWLB+/Xpccskl0Sha1EV6svNwrDblvE+HZCWevr6vx3ws9mFboby+WiXHFdnJLsM9nNkvvh/45JDjwtvbd+MvybCjuBJzCrtg3shcQGS761/YNc3v53VvTDtfjGu0Rihl/ifzTFXJsfHoOYhEQH4HNX6rqEenFBUykhRMooVRa1tJzb0u0Oj8984KtZFYozf57PVSkJuKpRN7+T0+q7RGx3O8zRmYliCHSi5x1AP2RTjsvU+ce9X4G8q9bEpvR/LKV++7bccrYBUER3JAa3TtDbpu7tCgFyxxnoNKrZSB60CTnfM5x9dNmkDMFsGjt7bWaMEvZ2swLj8LpTV6lNcaECeT4FyNHsMva48sp3lG7ft7u+FzbY8Mj8SZnb+Vb90593o7V6NHVb0RNXozkpRSpKjkyEiK8/q8QI1B+7k0nD2B26nkeHPmAK+TbQMtr96n8CsrP48rFrzsd5+Suyc1U2mIbIJZPE1rssAUYIQAEQWvxSbPLr/8cohEIohEIowcOdJju1KpxEsvvRSFkkVXc0x2HuzcLaFM1uveoDhwutpr4iyYO9nenufMYLYGvPAOdAGvN1kwf/VefLWwCGarAIPZ/3u6T+hsvxi3/17+5lgqyE3FV4fL8HNJNeaO6Io5b/3k+IytbSL7aGtNK6l5qwtW3zrI73NCbSQmxcm89tKyL7xhtvq+YDtbrcMfVToAfhbM8DKf0o7iSiwZ1xO3FeZ4xG8ww7QCJcZ9JQecv5tgFywpyE3F8fI6XJef6fN7oLbL17Hobw6zgtxUR3LHOeZy0uIhCAIe/fKIRxI7Jy0eKrnEMc+oP/VBnD+9uSRFiY1/G4Z6g9ljWLZ779LC3FQ8PqU3slPjPV4nlMR0OHqEna3WeQwTLXCqdwZ0TmlR9T4RtR1pCXKXxcecFeWm4eAfGiTFydAunnUYUbj4n+k5hp06dQonTpyAIAjYvXs3Tp065fj3xx9/oKamBrNnzw769ZYtW4aBAwciMTER6enpmDx5Mo4dOxbBTxB+geYz0mj99zoJlr2Hx7A8195Wzneag9mnKa/vT7AX3/4uvIN5Da3RgiqtEV3TE3BJstKjvHbuq38W5aVBKhHhXI3e8Xut2H4KtxTkoCA31eO5txTkYMX2U9hWXIHl3xZjduHFxn24f9u2rqnHXqzwVRfsPFmJQrdjzK4xyUF7Esnei2XOWz9h7nt7Meetn7CvpAp7fq/2emzay2fnc8GM4kqs3HHK5ZgHbMlrX7+FWiVH1/QEXJ6dgq7pCR77BduzBbAl9eaPzMXqWwdBozPixPk6aLRGn8eJc7wW5KZiwcg8jLisfYs5bqh5+ToW7eeDIj/Hl3vMySQiPPblUa9DoF/afBzVWtt72WPWm2F5aUgOMLG0t5U9h+WlISspDnkZiS5x52tY9vbiSty39iDOuS0EEqh87ufSpvYIc9STXhb+WLnjFJaM79mi6n0ianvmDe/qte0wd0QuRCIgIU7KGwBEYdRie5517twZAGD107MhFFu2bMG8efMwcOBAmM1m3H///Rg1ahSOHDmC+HjPu6OxqDknOw+mh0djV6TSaI3QGS1YdE0e7hvXAxKRCBKxKKgVtoDge4X4u/AO9TV8DRkrzE3FrIZVAe3PnTn0Uox9YRve+L8Bjt/LuffOP8Z2x+kLOkfvHfdeN+49Y1rDRPaxpDWspOarLrAPsRQ1LJRh55wcDGXYt1olx8OT8nH/uoMevV3sq2FeeWk7nxN023tc9uuUHHDBDGdNaTQHSozbkwe+esM59/Z0Pk7iFVLIJCJcqDfiw78MQbxcimSVrEUdN9S8fB2L9vOBvWez83QGvla1NJitXnuqAbYYqjfa5rxRq+R4cloffPfreaQnKhxDFc/V6DHisvZQyiU+z31FeWkorzW4PObvxkJVvdFnmbYXV6Kq3ugxfNPXudS5TrG/b1MbhIF6oT40oZdjuCsRUaypqDNi9ls/ee35P+etH/HG/w1AnFTM6xCiMGqxyTO7Tz/91OvjIpEIcXFxyM3NRU5O4Dk61q9f7/L3ypUrkZ6ejj179mDYsGFhKWukNfekt8FMxBvqilT+hp0G+zrBXHwHuvBuzGt4S7okxElRqzfhpYY5oZyTYdU619/D3pOgZ1YS5r6312fZvA2b4YTG4dXSV1LzVRfYG+WfzCuAWCTySA42Zti3Rmd0WezDPenr7di0l895vjR/nI/5pjaaAw3N7ZqegE13XgWrIODhzw57NP7dVyZ1P04u9T/9IZGDv2NxQOcUl+RroOkMtAb/wy2dh2MKAL48UOrS42pYXhquaugl6e3cZ0+SqeQSXHlpu6BuLNTo/U9S7Wu787m0WmeEwWTFzpOVjjolXD2BA10zcZJtIoplNXqTz/krAUAqEcFo4XxnROHU4pNnkydPhkgkgiC4ru9of0wkEqGwsBDr1q1DSkpK0K+r0WgAAO3atQtreSOppU92HmjYqb+Vtbz1lnnp5n4oq9HjTMO8SvYG/YDOKUFdeNsv4EN5DW+N6Tq9GXPe+snj9b0Nf/H3uL/twf62kV5MgmKDv7pAa7RALBKha3qCy+P+4u+ejw7g0cn5SFZ69qRKUMh8XrgB3o9Ne/nsyby3Z1/p9/PYj/lwNJoDJQcykuKQkWRf9c97rxn29qRwCHQsOh9fgfbVBEgEJcbZLvd8DVW0x/nT1/cN2Ps22OM+Kc7/Jaa37e7nqNz2tnoqIykO13RPD2tP4JZ+zUREbVuCwn8dmxgng+B3DyIKVYtPnm3cuBH3338/HnvsMVx5pa0Btnv3bvzzn//EkiVLoFar8ec//xl33XUX3nzzzaBeUxAE3HnnnSgsLER+fr7P/QwGAwyGi0MYampqmvZhmqilT3be2GGn/nrLdMtMQmZSHCrqjEiNl2PK5ZeEdOFtT4Y15TV83d32NSn0vtPVKMxN9brimfucL/bPGsxv2xyLScSCWIvLaGhMXeAv/rYdr0BxeR3e2vmbx/HSmPdyfo7WaMF3v573OUF6UW4aOqYosenOq8LWaA5maG6gXinVAVYupYsYk76FMkzc375158woyk3zSIoBthiSiGxrvgaK8xPldbBYBXRIVjY51lLi5T7PZYW5qUhxm8Ta3znKPdkfDi39mqmpGJdEsSeUuJRLxH4Xl5FLxJBLuN43UTi12AUD7O644w48++yzuPrqq5GYmIjExERcffXVePrpp/H3v/8dBQUFeP7557Fx48agX3P+/Pk4cOAA3n//fb/7LVu2DGq12vGvU6dOTf04TdJSJjvXaI04UV6HfSVVjgm4gcYNOw1mkYRAE4gHoymv4evutq9JoY+V1uDxKb09fseivDQsGJmHFdtPOR4L9rdtrsUkYkGsxWU0NKYuCGYifW/HS2Pey/05a3aX4O+ju6Mo1/OYXza1N7plJjU6dn0JFNOBeqUYTNZWFTeRxJj0L5Tzi699JWIRbim8FEVuE0cX5abilsJLIRHbGlCB4lwsFuFoaQ2On6tt8vGdkRSHx6f09likxL7apvN8Z9E4R7WUa6ZIYVwSxZ5Q4rJaZ/S72NjpC1pojWZeqxCFUYvveXbixAkkJSV5PJ6UlISTJ08CAPLy8lBR4f1Oq7sFCxbg008/xdatW9GxY0e/+95777248847HX/X1NRE/eIj1ic793dnuTFDKILtreZtuKL9+d6GMIZzeKOvu9taowUf7C7B09f3RZ3ejNqG94pXSFGnN3tdMAEAPplXAI3OBJVcgniFFCq5xPGavsrdnItJRFuocdlah7KGWhcEu0qtt+Ml0Ht5+47tz6mst13UPf7FEfTNTsasgkthMFuRrJShc6oKl6Sogvq8TfkdvT3X2xLwKrkEswtzMKRLKsxWAaUNqwW2huMlkmLxXNmc/B2bgY7bYI/r1Hg5ln15FH2zUzDLbf7B93+wnWeAwHFeb7g4zYD93BwvlzQ6trJT4/HMDZejqt6IGr0ZSXFSpMTLPRYKaMw5qrEx7/w8tVKGp5zOwbF2zRRJbT0uiWJRKHGZoJBhzls/4clpffCPsd1Rp7cgMU6KczV63PPRATw5rQ/qjdZWdY1PFG0tPnnWv39//P3vf8fbb7+N9u3bAwDOnz+Pu+++GwMHDgQAHD9+PGAiTBAELFiwAGvXrsV3330X1CIDCoUCCoWi6R8izCI92XlTLlj93Vl+6vq+IQ+hCKa3mreEXVFeGuaNyMXsVT86JmC2320WgLAOb/Q3V83Dk/IdcywBtuTiXf/72eeCCWerdXj48yNeV0r0V+46Q/MuJhFNocRlax/KGkpdEOwKs4D348XXewXzHc9fvQ/biivwzS/nXZ5blJeG5X7mOgzlPUJ97pPT+mDpxF5Y8skh7CiuDGr1zXBojcncWD1XNgd/x6YIwN1+jttQjmu1So6lk/Lxj48OeByfzr2oQolz+zxo1/XOwr0fHwxYBl9s57g4v/uE2vO8sTHf3ENDY1lbjkuiWBVKXKYlyLF8+hV4afNxjxXPX7q5H3b/dgFDu6ShPkAbgIiC1+KHbb755ps4deoUOnbsiNzcXOTl5aFjx4747bff8MYbbwAA6urqsGTJEr+vM2/ePLz77rtYvXo1EhMTUVZWhrKyMuh0uub4GC3G2Wod5r+/D1c/uwVTXtmJq5/ZggXv78PZ6sDfU6A7y/UGc8hDKALdRY9XSL0m7LYdr8BLm49jduHFJOnW4xX47tfzuOfDxg8d8TUk1d7LZtOdV2Hd3KHYdOdVeOnmfshyusgPlFy030nytj1QuZOV/hvfbXFi5LY0lDUYvoYw2bv/Ow8XDmWBikDfcXmtwes8TYAtTktr9H5/i6b8joEWSZCKROiXnYI3Zw7Ae7cOwls7TvlcfTMcx0tT6leKPYGOze9+Pd+o+t7X8RbMecYe5+7TBXiLc8AWg+mJrg25UI95X+dFZ6H0PG9szLPOJ6LW5mW3xBkA7CiuxCvfnoAgAAlxUqgDtAGIKHgtvudZt27dcPToUXz99df49ddfIQgCunfvjmuvvRZisS03OHny5ICv8+qrrwIAhg8f7vL4ypUrMWvWrDCXumVqymqYQOA7yzU6E7q0TwhpqFmgCX/lErHPhN2O4krMLnDtYZieqPDZkN96vMIxxMy5Z0iCQgqtwQwrgIc+OeSyQp/znfBAvYACJRer6n1vD1Ruo8XapidG9qYtDWUNlr3xXV5rQMkFLYCLK8w699AM9ngJ9B1X1huh0QWYmF9rwuNfHPXZo6Qpw70uaG3zhfTtlIwV2085PqP9uQaLFQdOV2P55mK8OXNARFffbGr9SrEn0LE5c+ilPrf5q+/9HW/284z9GD9ZUY8kpdGlB2OHZCWenNYHpyrqodGZ0DFFiQ1HzrnEuTOD2RpSGZydrdbhgU8OoXtWEvp1SkapRo9ylQzZ7VyHZIcyeX9j627W+UTUmlTUGX1el2wrrsBfhneFCIDR4lmHE1HjtPjkGQCIRCKMGTMGY8aMafRrCAIX8w2kqReewd5ZDpRkch/WtGxqbzz06WFsPFru2MfeW628Vu/3Pd0bBd4aCXYquQQCgPnv73P5HgpzU3HX6O54cdOvHiexUBq+AZOLerPPbf7KDcDRq8/b0NG2MDGyN41ZoKItsMdfvELaqOPFOT4VUjHmj8z1SEwBF+PJGODYVcklfuMoHMO9CnJT8eLN/TySB85xEyjGmnq8sGHf+gSzCIfv5/qu7wH/x1swQxp1Rgv+3xs/AADenDnAZainO/t8h85UcgmsgoAT5XV+52t74JNDuOnKbI/hzoW5qXhiah90bGdLoPmb3sC9zmls3c06n4hak0B1mkQsggAB9QbPmyJE1DitInm2adMmbNq0CeXl5bBaXS9GV6xYEaVStT5NvfAMx7LwvhoFj0/pjXuv64EanWtvNW930Z25Nwq8NRLsZhfmePQsA4DtxZUQ4Rj6Zidjs9ucTUDwDd9AycWkON/h6q/cgC0xGeuLSTS3xixQ0ZY05ngJJTFlj6e+2Sl+l1q38xVH4RjuZX/v2YU5Lg1857gp1fhPxDf1eGHDvvUJdhEO78/1f3nm63gLtgej8/G273S13xh0ngcNgGP+v4c/O+yzpzVgSwh3z0rCSi/DnbcXV+LetQdd5jQMts5pbN3NOp+IWpNAdRoEQCWXQi5hBxGicGnxc54tXboUo0aNwqZNm1BRUYGqqiqXfxQ+Tb3wbOqy8P4aBfetPYjUeDkuz05B1/QEj8mRvfHWKCivNfjcf2iXVL/do/t1Sva6zfkOvb85X/yVdVheGlLifW/3V27nxKRaJUfX9ASP76ktCvR9t8WhrO5COV78JaZW7jjlMr8gcDGeVmw/5XWp9aLcNMwfkYdvj13sUWpPIDnPoWQVBCyb2ttl1Vm7UIZ77SiudIlh97jJUsdF9Hhhw771CVTHlNcafG7zV9/7O96C6cEIuB5vPmMwLw0PTuiFgZ3bYf7IXEeMzS7Mwcodp3z2tLaf32r0JvTrlOw1KQfY5lOzl8cumDqnsXU363wiak0S4qQodKu37QpzU5GaKIfebGHdRhRGLb7n2b///W+sWrUKM2bMiHZRWr1w9BxrSu+nxgxr8jUUxHm1TefPMOKy9rjqsvZeh44E6t3lbQhOsHfo/ZXVnlzMSIrzud1fudvqsMxAQhkmRIEFSkw5zy/oHE9aowUL39+H2YU5mF2QA4PZCoVUjPaJClTWGfHalpOO5yUpZT5Xz10xa6DX1XNDGe5lj2Fvz4308RKO+pViS6Bjxv7/odb3/o63YHswOh9vzjE4p7AL4uUSWKwCdp6sxOSXd0BrtLj0IB3aJdXnME/nc3FSnCxgj83G9KhsbCyyziei1qTeYMasghwIgMdqm7MKcnC2Sg+VQoJuGazbiMKlxSfPjEYjhg4dGu1itAnhuvAMNKeZL40d1uQrYQcAn80v9JrE87a/+x1yd8lKz54h9jv0vlboc5/DKVByMdB2DssMDYeyhk+g+FQrZVg3d6jXeNIaLR6N8Q//MgTzVu91SYbFK6S4638/e109VwTgq4VFqNIaGzXcSyWXoHtGItbfUQSt0QytyQKN1hhSfDYFG/atU1Pq7MYcb6HMLep8vNljcNnU3vjyQKnHAjQ7iishFonw1cIiVNZ77zFn55ygO1cTmR6VjY1F1vlE1FpodCavNx/tCz09fX1fZKoVgV+IiILW4pNnt956K1avXo0lS5ZEuyhtQjQvPBMUjZsDBvCdsPN3h9rbNl89Q4py05CiknnMGxPsHfpg3juY7Y1NTLZl/M7CI1CjPaVhOJYzX/FUmJuK734979GLrE5v9tv71GwVcHl2is8y+OrdpZJLsGLWQDz46WGXpIGvHqKROl4iWb+6L7TiPrk7RU5T6uxQj7dQejB6O96sgoB7Pz7o9bW3NcSYWum/PM4Juk4pShTmpmK7l6GbTe1R6f7d2IdzBzrGWecTUWuQFCfzevPRTq2UBRw1Q0ShafHJM71ej9dffx3ffPMN+vTpA5nMtQH37LPPRqlksSESDabGXHg2tRxnq3X46fcqn5MaB3sR3pRy+BwCmpuKuSNyMWPFbtx0ZbbL3Z9AU3RWaY3YV1LFxiy1eME22p1j8J/jemJPSRUe+fwItEYLVHIJlozviSuyk1GjN2NcfiZUcimSVTKoVXLsK/E/j2WgIWC+YnjJ+J54eXOxR28bXz1EI5mIikTDPpjVFyl2hXK8hdqD0f14CxRj9QYTMtRKFOWleU1ku8f6E+t/wV2ju0OEYy7xVZibisen9A7bsd7cxziT0UQUbWkJclzTIx3ds5LQr1MyDGYr4mQS7C2pwi9nNVArZajWcrEhonBq8cmzAwcO4PLLLwcAHDp0yGWbSCSKQoliR6w0mJpaDvtE5Ht+r8KLN/cD4Dq2P9hhTeH4PrzdqZeIgete3O717s+bMwf4/2w6E+a89VOjykIUS4JptPuKwS8XFqFOb0RCnBxL1h1y6flijwu1KjyT6ofa22br8QqU1egd9Uus1KvBCnb1RYpNjTnemtKDMdDQZrVSjt8r6zF3eFdYBcHlXFzkdi6uqDPii4Nl+PbYecwuzMGsgktdhhUZLZ7zhDZGcx/jLa0OIIqWP86cwWW9r/C7T2Z6e2zd9HUzlah1Uavk+Oe4nrh/3UGX9kdhbioempgPiARYrW27LUwUbi0+efbtt99GuwgxKRYaTBqtEeW1BpRc0OKWghz07ZSMFdtPQWu0hFSOaq0Js4ZeipuvzIZMLMbsAtukxnqTBQqpGLntE5AV4II1nN+Htzv19uFl7vadrvZ5h959tU82Zinamtqbwl+j3V8MPvDJITx1fV/bfGYNvVNUcglmF+agX6dkHC2tQb3BjCSlDNf2SMfGo+Ue7x3KELBQe9ucqdIhMykOAKJer4aqMQutUGxoynmrsT0Y/fUgXTK+J3aeqMTnB89iX0m1xzw75bUGl1Vv7fMg+hpWdE339JDL5024j3F/9WAwv4m9TOyVRm2dRQCuWPCy3332vjSvmUrT+mi0Rjz6+WH0y05x1MX2nmdPfHkEo3plYnAX76txElHjtPjkmV1xcTFOnDiBYcOGQalUQhCENt3zLNoNJm93Zp1X67In0AKV42y1Dv9cd9BlpcqC3FTcUpCDu/73M7RGC9bNHYrOiPdbnkh+H/7u1K/YfgpfLizCA58ccmmM2D/Dwvf3hbUsRI0Vrt4UvhrtgWKwqv7idvsqtSt3nHJpdA/LS8Ojk/MBwCWB1tRJ9QP1aLOXH0CLS0Q1dqEVir5onMf99SC9IjsZZ6p0jt5m3hJiV17azlGmcPQUDUY4j/FA9aC/3+Sn36tQpTVhySeH2CuthRl29WiUlZ/3uf2Ps6Xw33+KqPlV1htx06DOHtdK9jZGlloBrcn7zX0iapwWnzyrrKzEDTfcgG+//RYikQjHjx9Hly5dcOuttyI5ORnPPPNMtIsYFdFsMPm6M2u/4J5dmOOo5P2Vw/E6bnOcub9OMBfgkfw+/N2pH9A5BSq5BI9Myke90eyY1+nLQ2WOJGI4y0LUGM3RUzVQDNbozY7/97dK7T/X2Xqp/WOsOWyT6qclyAP2EE2NlwecwzBQ7EZjnqTmSmBQ+EXrPO6rB+nJinoYzP6HWjqXKZTFC5oSG+E6xoOpB/39JrMLc7DE7Waf+/NjLblONmXl5/32kCq5e1IzloYoOGar4PVayf73PWO6Q9J2+5EQRUSLX4Ljb3/7G2QyGUpKSqBSqRyP33jjjVi/fn0USxZd0Www+bszu6O4Ev06JQdVjmBeJ9ihWpH8Pux36oflpbk8bu8lc9/ag7jq6e9w3Yvb8f/9+3tUa01YvrnY51BPNmapuQXTw6WpAsVgUtzFezn9OiV7XRjEXp46vRld0xNweXYKuqYnhGURlEcm5aMg13V4g/3u7Yrtp5AYJ2tSPXK2Wof57+/D1c9uwZRXduLqZ7Zgwfv7cLZa16SyB2JPYHjT1NUOKbKieR5XN6yO6xxjSXGBV25zLpO/c6NzT9Gmxka4jvFg6kF/v0m/TskeiTP35xMRhYvVKvi8VtpRXAmRCAFv+hFRaFp8z7MNGzbg66+/RseOHV0ez8vLw++//x6lUkVfKHd8wy3Q3XL7netA5Qj0OgCCHqoV6e/D2536hDgp7l97EN+4zc+082QlCnNTsb0Jq4YShVNz9HAJFIMp8Re3h9K7JVxSVDKM79PBZQ6nfaersfD9fRjQOcURl42pR6I5B2Woqy9S7IjmedxXeXb/diGkVa8DLV4QjtgI1zEeTD2Ykxbv8zcJhL3KiSictEaz3+1VWhPiZRK/+xBRaFp88qy+vt6lx5ldRUUFFApFFEoUG6LZYAp0t1whFQdVjkCvk91OFXChALvm+D7c53o6UV7nkTgDbPOgvXhzP4hEIo95UdiYpWhojh4ugWIwIynOsT2U3i3holbJcdVl7QPWEY2pR6I9B2VTVl+k6Im1xKdaJcfwy9ojJ802x6i/lTbdnxfp2AjHMR5MPejvN+mY4v96hL3KiSic1Er/9ZvZIiA+scU39YliSouPqGHDhuHtt9/GI488AgAQiUSwWq146qmnMGLEiCiXLrqi1WDyd7e8KC8Nue0TgrqbHOiue3piaMlRX98HYEt0hXseIl93sbVGCxa+vw+fzCuAWCRiY5airrl6uASqk+zbq7Umn3OQRbLHTTB1ZmPq1ViYtL+xqy9SdLkfb/EKKeQSMcpr9dCaLM2+kmNWshIquQSPT+7tmMdTrZQhPVHRqHKEMzaaeowHWw/6u5aIpZ6CRNS6BZqvtUyjQ6cASX0iCk2LT5499dRTGD58OH766ScYjUbcfffdOHz4MC5cuIAdO3ZEu3hRF40GU6C75ZHsLRZo0mH37yNcKwx64+8uttZogVgkQtf0hCa9B1E4NGcPl0B1klolh9ZowbwRubAKQtC9W8JdPntdcrKiHklKo0tdEmq9ykn7qSnsx1skz1eNKU84RCI2Grv4QCj1oK/vIJZ6ChJR62afr9V9hd+C3FTMH5GHtEQ5pCKuGEAUTi0+edazZ08cOHAAr776KiQSCerr6zF16lTMmzcPWVlZ0S5emxWuXm+hvE6oDYtIz0MUa/PVEPkTK0P7NFoj7v7oAPb8XoXZhTkuc5CV1xqgkkd+/o5wJylYF1BTRXPevEgKd2w0NXabWg/GSj1KRG2DSi7BxD5ZuOPqPJitguMa6dtj5Th4WoPHpvaOcgmJWpcWnzwDgMzMTCxdutTlsdOnT2P27NlYsWJFlEpF4bg7Hewd5MY0LCI9D1Gwd7Ebe5ecKNxiYWifc1wu31zssf3KS9s1qtepN96eAyDsSYpYm7uKWp5wna9i7XwTztgIV4KxqfVgLNSjRNQ2aHQm/P2jgz6336MzISMprhlLRNS6tYrkmTcXLlzAW2+9xeRZCxbKHeTGNCyaYx6iQHehY2UYDlGsaExcNiaOfD3n4Un52PN7ldfnNCWpzh4p1BThOF/F6vkmXLER7YU5iIiaDhvmMwAAmKJJREFUW7XOf92vCbCdiELTapNnFJpYuxsd6h3kxjQsmmseIl93oVvrMByiplArZZg/Mhf9OiXDYLYiTibB3pIqrNh+ClqjxSMuGxNH/p6z5JNDmF2Y47XXG9C0pDp7pFBjNfV81djzTXNdG4Slp7rOGGA7G5FE1LokxUn9XjMlKNjUJwonRhTF5N3oUO8gN6ZhEe15iHiXnMiTXCLGvpIql+RVQW4qXry5Hz7YXeIRl42JI3/P2Xa8ArOGXuqzfJzcn6KhqeerxsRJLF4b+KOS+7+kbY75EomImpNCKvF5zbT6h98hl4qjWDqi1ocR5WTr1q2YMGECOnToAJFIhHXr1kW7SBEX6G60Ruv/Tm6khNqTzN6w8MZXw8I+14r785prHqLmGDZK1JJotEbcu/agywqbALCjuBKrdpzCQxN7hWX4daDn+MLJ/Slamnq+CjVOYvXawB+xWISC3FSv2wpyUyERc9W5tmjY1aNxWe8r/P7742xptItJFDKN1ogl63xfMy265jJUxWBdTdSStdieZ1OnTvW7vbq6OuTXrK+vR9++fXHLLbdg2rRpjSxZyxKrvZ9C7UnW2EmHwzkPUajDW5pr2ChRS+GvPtpeXAm9yerxuHscqeQSzC7MuTiEQS6BRhtaT9WOKUqPXj6c3L9ti4WpDZpyvgr1fBOr1wb+SMUi3FKQAwAujcmC3FTcUpDD5FkbVVZ+HlcseNnvPiV3T2qm0hCFT0WdEdvcEmd224srcWu9EZlqLhZAFE4tNnmmVqsDbv+///u/kF5z7NixGDt2bFOK1eLEau+nxgxRaWzDIhxzrXgb3nJtj3Q8NLEX9Car1wZXtIeNEoUq0gmExtRHznGkkkvw4s39sHLHKZchDO5DzQLFXmZSHCf3J4dYGr4Y7PnKPVYT4qS4tkc6Nh4t99jX2/kmVq8N/EmNl2PZl0fRLzsFswtyYDBboZCKse90NT7YXYKnr+8b7SISEYVNoHpaKZOgHa9biMKqxSbPVq5cGe0iwGAwwGAwOP6uqamJYmkaJ1Z7PzW2J1k0JuT2NrxFJZfgxiuzcfdHB1zugDs3uBr7Gcm/1hCXsag5EgiNqY+c46hPp2Ss3HHKYwiD+6TowcYeYzA8WnJMtsSFXXzF6qOT8wHAJYHm63wTq9cG/qhVciydlI9/fHTAI3nOc6qnlhyXRK1VKHEZqJ62CgIUnPOMKKxabPIsFixbtgxLly6NdjGaJJZ7P4VzSGUkeRveMrswJ6hGfEv5jC1Ja4jLWNNcCYTG1kf2OCrV6H2ukuk+1Iyx13xacky2tOGL/mL1n+sO4anr++IfY80Bj/lYvjbwh3EdvJYcl0StVShxmRAnRWFuKrZ7GbpZmJsKrdESc+coopaOybMmuPfee3HnnXc6/q6pqUGnTp2iWKLQxXrvp2j0JAuVt27T/TolB92IbwmfsSVpDXEZa5orgdCU+kitkuNkRb3f13cfasbYax4tOSZb2vDFQLFapzeja3pCwNeJ9WsDfxjXwWnJcels2NWjUVZ+3uf2P86W4opmLA+F5o8zZ3BZb9+/UGZ6e2zd9HUzlii6QonLeoMZswpyIMBznsdZBTmQiEQxd44iaumYPGsChUIBhUIR7WI0WWu7U9vcEzt76zZtMHtObO6MJ7PIaS1xGUsinUBwjlm1Uoanru+LOn3g3jHuWuJQs7agJcdkSzumwhmr9muD8loDNDoTVHIJ4hVSqOSSphaTYkBLjktngRYE4GIAsc0iwO/vt/elec1YmugLJS41OhP+8dEBPDmtD/4xtjvq9BYkxElRXqPHPR8dwMOT8tEpThXhEhO1LUyeEYDWc6c2lHmZwpVk8za8JdAcA7HW4KLWJdwJ5EgmEPzFbDA9ZJy11KFmFLti+ZjyGufK8MZqvdGChz8/EhOLJRAR0UVqpQxPTOuDFW7TxBTkpuKJaX2QIJfwuofarEh1pmHyzEldXR2Kiy8OtTt16hT279+Pdu3aITs7O4olo2CEMi9TOCc/9za8Zd/pap/zEES7wUWtWyQm9o9UAiHcc6m15KFmFJti9ZjyFeePT+kd0qqa/rTExRKIiNqKeIXU6/zKO4orIQLwBK97qI2K5CJnTJ45+emnnzBixAjH3/Yx5zNnzsSqVauiVCoKVrDzMkWiQeA+9DVJKcNNAzrhvrUHY6rBRa1bpBq7kUogRGIutdY2DJ2iL9aOKX9xft/ag1g2tTcMZmuTY7WlLZZARNSW1OnNHokzu+3FlTCY/E8hQ9QaRfrGH5NnToYPHw5BEKJdDGqkYOd6iVSDwNvQ11hqcFHrF8nGbiQSCJGaS621DEOn2BFLx1SgONebrGGJ1Za2WAIRUVvCOprIU6Rv/DF5Rq1GsPMyNefJJpYaXNT6RfrYDvfx3NImYyeKBcHEedf0hCbHKuOTiCh2sY4m8hTptpD/Wc2JWhD7vEzeOM/1wpMNtVYt7dgONmaJ6KLminPGJxFR7GIdTeQp0tdITJ5Rq2Gfl8n9ROI+1wtPNtRatbRjO9iYJaKLmivOGZ9ERLGLdTSRp0hfI3HYJrUqwczLFKurpxE1VUs8tmNtMnaiWNeccc74JCKKXayjiVxF+hqJyTNqdYKZl4knG2qtWuKxzbkBiULTnHHO+CQiil2so4lcRfIaickzarN4sqHWisc2UevHOCciIiLyFKlrJM55RkRERERERERE5AOTZ0RERERERERERD4weUZEREREREREROQDk2dEREREREREREQ+MHlGRERERERERETkA1fbpDZPozWios6IGr0JSUoZ0uK5ghlRa8M4J2oZGKtEZPfHmTO4rPcVfvfJTG+PrZu+bqYSxR7WmUTNh8kzatPOVutwz0cHsO14heOxYXlpeGJaH3RIVkaxZEQULoxzopaBsUpEziwCcMWCl/3us/elec1UmtjDOpOoeXHYJrVZGq3R44QDAFuPV+AfHx2ARmuMUsmIKFwY50QtA2OViCh4rDOJmh97nlGbVVFn9Djh2G09XoGKOiO7PRO1cIxzopaBsdq2DLt6NMrKz/vd5/y5c2ifkeF3nz/OlsL/oD6i1ol1JlHzY/KM2qwavcnv9toA24ko9jHOiVoGxmrbUlZ+PuBwvHV3Twq4T8ndk8JZLKIWg3UmUfPjsE1qs5LiZH63JwbYTkSxj3FO1DIwVomIgsc6k6j5MXlGbVZaghzD8tK8bhuWl4a0BHZ1JmrpGOdELQNjlYgoeKwziZofk2fUZqlVcjwxrY/HiWdYXhqenNaH8wQQtQKMc6KWgbFKRBQ81plEzY9znrl55ZVX8NRTT6G0tBS9evXC888/j6KiomgXiyKkQ7ISL93cDxV1RtTqTUiMkyEtQc4TDlErwjgnahkYq0REwWOdSdS8mDxz8sEHH2DRokV45ZVXUFBQgNdeew1jx47FkSNHkJ2dHe3iUYSoVTzJELV2jHOiloGx2joEWk2Tq2RSuPxx5gwu6+37aApm1dbM9PbYuunrcBetWbDOJGo+TJ45efbZZzFnzhzceuutAIDnn38eX3/9NV599VUsW7YsyqUjIiIiIop9gVbT5CqZFC4WAX6PtWBWbd370rxwF4uIWiHOedbAaDRiz549GDVqlMvjo0aNws6dO6NUKiIiIiIiIiIiiib2PGtQUVEBi8WCDLduvRkZGSgrK/P6HIPBAIPB4Pi7pqYmomUkosAYl0SxhTFJFHuaEpeBhmQCHJZJLUugoZ9A4OGf4Rj6yfMlUWxj8syNSCRy+VsQBI/H7JYtW4alS5d6PM6KjijyEhMTvcYm45IoerzFJWOSKHoica48W3YO/eYt97tPyX1TYDFb/OwhBNgern1i5TVa2/u0rrJaBAF9//qi330+u2+K3332vTw/6PMar2GJYo+vuHQmEgRBaKbyxDSj0QiVSoX//e9/mDJliuPxO+64A/v378eWLVs8nuN+d+CPP/5Az549m6W8RG2dRqNBUlKSx+OMS6Lo8RaXjEmi6OG5kij2MC6JYo+vuHTG5JmTQYMGoX///njllVccj/Xs2ROTJk0KasEAq9WKs2fPBpW1bIyamhp06tQJp0+fDvjDtgb8vK1bUz9vsHEW6biMFh4vrVtL/bzBxFljYrKlfh/hxO+A3wEQ+ncQ6rlSEARkZ2e3me+4LR1TbemzArH9ecN1DRvLn7El4PfXNK3t+wsmLjls08mdd96JGTNmYMCAARgyZAhef/11lJSU4C9/+UtQzxeLxejYsWOESwkkJSW1igM0WPy8rVukP29zxWW08Hhp3Vrj521KTLbG7yNU/A74HQDh/w7scWkfHtbWvuO29Hnb0mcFWvbnDfZ82ZI/Yyzg99c0ben7Y/LMyY033ojKyko8/PDDKC0tRX5+Pr788kt07tw52kUjIiIiIiIiIqIoYPLMzdy5czF37txoF4OIiIiIiIiIiGKAONoFoOApFAo8+OCDUCgU0S5Ks+Dnbd3a2ucNt7b2/fHztm38PvgdAPwOgMh/B23tO25Ln7ctfVagbXzetvAZI4nfX9O0xe+PCwYQERERERERERH5wJ5nREREREREREREPjB5RkRERERERERE5AOTZ0RERERERERERD4weUZEREREREREROQDk2dEREREREREREQ+MHlGRERERERERETkA5NnYSQIAmpqaiAIQrSLQkQNGJdEsYUxSRR7GJdEsYdxSRRbmDwLo9raWqjVatTW1ka7KETUgHFJFFsYk0Sxh3FJFHsYl0SxhckzIiIiIiIiIiIiH5g8IyIiIiIiIiIi8oHJMyIiIiIiIiIiIh+YPCMiIiIiIiIiIvKByTMiIiIiIiIiIiIfopo8W7ZsGQYOHIjExESkp6dj8uTJOHbsmMs+s2bNgkgkcvk3ePBgl30MBgMWLFiAtLQ0xMfHY+LEiThz5ozLPlVVVZgxYwbUajXUajVmzJiB6upql31KSkowYcIExMfHIy0tDQsXLoTRaIzIZ6fo02iNOFFeh30lVThxvg4aLX9rah14bBO1foxzaml4zBIRUUsmjeabb9myBfPmzcPAgQNhNptx//33Y9SoUThy5Aji4+Md+40ZMwYrV650/C2Xy11eZ9GiRfjss8+wZs0apKamYvHixRg/fjz27NkDiUQCAJg+fTrOnDmD9evXAwBuv/12zJgxA5999hkAwGKxYNy4cWjfvj22b9+OyspKzJw5E4Ig4KWXXor0V0HN7Gy1Dvd8dADbjlc4HhuWl4YnpvVBh2RlFEtG1DQ8tolaP8Y5tTQ8ZomIqKUTCYIgRLsQdufPn0d6ejq2bNmCYcOGAbD1PKuursa6deu8Pkej0aB9+/Z45513cOONNwIAzp49i06dOuHLL7/E6NGjcfToUfTs2RO7du3CoEGDAAC7du3CkCFD8Msvv6Bbt2746quvMH78eJw+fRodOnQAAKxZswazZs1CeXk5kpKSApa/pqYGarUaGo0mqP0pOjRaI+a/v8/lAs5uWF4aXrq5H9QquZdnUkvUluKSxza1BG0pJiOBcU6REMm45DFL1Dg8XxLFlpia80yj0QAA2rVr5/L4d999h/T0dFx22WW47bbbUF5e7ti2Z88emEwmjBo1yvFYhw4dkJ+fj507dwIAvv/+e6jVakfiDAAGDx4MtVrtsk9+fr4jcQYAo0ePhsFgwJ49e7yW12AwoKamxuUfxb6KOqPXCzgA2Hq8AhV1HEbQkrXluOSxTbGoLcdkJDDOKRyaMy55zBIFh+dLotgWM8kzQRBw5513orCwEPn5+Y7Hx44di/feew+bN2/GM888gx9//BEjR46EwWAAAJSVlUEulyMlJcXl9TIyMlBWVubYJz093eM909PTXfbJyMhw2Z6SkgK5XO7Yx92yZcscc6ip1Wp06tSp8V8ANZsavcnv9toA2ym2teW45LFNsagtx2QkMM4pHJozLnnMEgWH50ui2BYzybP58+fjwIEDeP/9910ev/HGGzFu3Djk5+djwoQJ+Oqrr/Drr7/iiy++8Pt6giBAJBI5/nb+/6bs4+zee++FRqNx/Dt9+rTfMlFsSIqT+d2eGGA7xba2HJc8tikWteWYjATGOYVDc8Ylj1mi4DQ1Lq1WK6xWa4RKR0RRXTDAbsGCBfj000+xdetWdOzY0e++WVlZ6Ny5M44fPw4AyMzMhNFoRFVVlUvvs/LycgwdOtSxz7lz5zxe6/z5847eZpmZmfjhhx9ctldVVcFkMnn0SLNTKBRQKBTBf1CKCWkJcgzLS8NWH3NvpCVw3o2WrC3HJY9tikVtOSYjgXFO4dCcccljlig4PF8Sxbao9jwTBAHz58/Hxx9/jM2bNyMnJyfgcyorK3H69GlkZWUBAPr37w+ZTIaNGzc69iktLcWhQ4ccybMhQ4ZAo9Fg9+7djn1++OEHaDQal30OHTqE0tJSxz4bNmyAQqFA//79w/J5KTaoVXI8Ma0PhuWluTw+LC8NT07rw0lrqcXisU3U+jHOqaXhMUtERK1BVFfbnDt3LlavXo1PPvkE3bp1czyuVquhVCpRV1eHhx56CNOmTUNWVhZ+++033HfffSgpKcHRo0eRmJgIAPjrX/+Kzz//HKtWrUK7du1w1113obKyEnv27IFEIgFgmzvt7NmzeO211wAAt99+Ozp37ozPPvsMAGCxWHD55ZcjIyMDTz31FC5cuIBZs2Zh8uTJeOmll4L6PFwRpWXRaI2oqDOiVm9CYpwMaQlyXsC1Qm0xLnlsUyxrizEZCYxzCqfmiEses0ShCTUu7UM2xeKYmZmJqFWJ6rDNV199FQAwfPhwl8dXrlyJWbNmQSKR4ODBg3j77bdRXV2NrKwsjBgxAh988IEjcQYAzz33HKRSKW644QbodDpcffXVWLVqlSNxBgDvvfceFi5c6FiVc+LEiVi+fLlju0QiwRdffIG5c+eioKAASqUS06dPx9NPPx3Bb4CiSa3iRRu1Tjy2iVo/xjm1NDxmiYioJYtqz7PWhnfTiWIP45IotjAmiWIP45Io9rDnGVFsYWQRERERERERERH5wOQZERERERERERGRD0yeERERERERERER+cDkGRERERERERERkQ9MnhEREREREREREfnA5BkREREREREREZEPTJ4RERERERERERH5wOQZERERERERERGRD0yeERERERERERER+cDkGRERERERERERkQ9MnhEREREREREREfnA5BkREREREREREZEPTJ4RERERERERERH5wOQZERERERERERGRD0yeERERERERERER+cDkGRERERERERERkQ9MnhERERERERG1YFarFVarNdrFIGq1mDwjIiIiIiIiIiLygckzIiIiIiIiIiIiH5g8IyIiIiIiIiIi8oHJMyIiIiIiIiIiIh+YPCMiIiIiIiIiIvKByTMiIiIiIiIiIiIfQk6ejRw5EtXV1R6P19TUYOTIkeEoExERERERERERUUwIOXn23XffwWg0ejyu1+uxbdu2sBSKiIiIiIiIiIgoFkiD3fHAgQOO/z9y5AjKysocf1ssFqxfvx6XXHJJeEtHREREREREREQURUEnzy6//HKIRCKIRCKvwzOVSiVeeumlsBaOiIiIiIiIiIgomoJOnp06dQqCIKBLly7YvXs32rdv79gml8uRnp4OiUQSkUISERERERERERFFQ9DJs86dOwMArFZrxApDREREREREREQUS4JOnjn79ddf8d1336G8vNwjmfbAAw+EpWBERERERERERETRFvJqm//5z3/Qs2dPPPDAA/jwww+xdu1ax79169aF9FrLli3DwIEDkZiYiPT0dEyePBnHjh1z2UcQBDz00EPo0KEDlEolhg8fjsOHD7vsYzAYsGDBAqSlpSE+Ph4TJ07EmTNnXPapqqrCjBkzoFaroVarMWPGDFRXV7vsU1JSggkTJiA+Ph5paWlYuHCh15VFiYiIiIiIiIiobQg5efboo4/iscceQ1lZGfbv3499+/Y5/u3duzek19qyZQvmzZuHXbt2YePGjTCbzRg1ahTq6+sd+/zrX//Cs88+i+XLl+PHH39EZmYmrr32WtTW1jr2WbRoEdauXYs1a9Zg+/btqKurw/jx42GxWBz7TJ8+Hfv378f69euxfv167N+/HzNmzHBst1gsGDduHOrr67F9+3asWbMGH330ERYvXhzqV0RERERERERERK2ESBAEIZQnJCUlYf/+/ejSpUvYC3P+/Hmkp6djy5YtGDZsGARBQIcOHbBo0SLcc889AGy9zDIyMvDkk0/iz3/+MzQaDdq3b4933nkHN954IwDg7Nmz6NSpE7788kuMHj0aR48eRc+ePbFr1y4MGjQIALBr1y4MGTIEv/zyC7p164avvvoK48ePx+nTp9GhQwcAwJo1azBr1iyUl5cjKSkpYPlramqgVquh0WiC2p+IIo9xSRRbGJNEsYdxSRR7Qo1Ls9kMAJBKGzUzExEFEHLPs+uvvx4bNmyIRFmg0WgAAO3atQNgW+GzrKwMo0aNcuyjUChw1VVXYefOnQCAPXv2wGQyuezToUMH5OfnO/b5/vvvoVarHYkzABg8eDDUarXLPvn5+Y7EGQCMHj0aBoMBe/bs8Vpeg8GAmpoal39EFF2MS6LYwpgkij2MS6LYw7gkim0hp6Vzc3OxZMkS7Nq1C71794ZMJnPZvnDhwkYVRBAE3HnnnSgsLER+fj4AoKysDACQkZHhsm9GRgZ+//13xz5yuRwpKSke+9ifX1ZWhvT0dI/3TE9Pd9nH/X1SUlIgl8sd+7hbtmwZli5dGupHJaIIYlwSxRbGJFHsYVwSxR7GJVFsC7nn2euvv46EhARs2bIFy5cvx3PPPef49/zzzze6IPPnz8eBAwfw/vvve2wTiUQufwuC4PGYO/d9vO3fmH2c3XvvvdBoNI5/p0+f9lsmIoo8xiVRbGFMEsUexiVR7GFcEsW2kHuenTp1KuyFWLBgAT799FNs3boVHTt2dDyemZkJwNYrLCsry/F4eXm5o5dYZmYmjEYjqqqqXHqflZeXY+jQoY59zp075/G+58+fd3mdH374wWV7VVUVTCaTR480O4VCAYVC0ZiPTEQRwrgkii2MSaLYw7gkij1NjUur1RrG0hCRu5B7ntkZjUYcO3bMMTFhYwiCgPnz5+Pjjz/G5s2bkZOT47I9JycHmZmZ2Lhxo8v7btmyxZEY69+/P2Qymcs+paWlOHTokGOfIUOGQKPRYPfu3Y59fvjhB2g0Gpd9Dh06hNLSUsc+GzZsgEKhQP/+/Rv9GYmIiIiIiIiIqOUKOXmm1WoxZ84cqFQq9OrVCyUlJQBsc5098cQTIb3WvHnz8O6772L16tVITExEWVkZysrKoNPpANiGUS5atAiPP/441q5di0OHDmHWrFlQqVSYPn06AECtVmPOnDlYvHgxNm3ahH379uFPf/oTevfujWuuuQYA0KNHD4wZMwa33XYbdu3ahV27duG2227D+PHj0a1bNwDAqFGj0LNnT8yYMQP79u3Dpk2bcNddd+G2227jqkNERERERERERG1UyMmze++9Fz///DO+++47xMXFOR6/5ppr8MEHH4T0Wq+++io0Gg2GDx+OrKwsxz/n17n77ruxaNEizJ07FwMGDMAff/yBDRs2IDEx0bHPc889h8mTJ+OGG25AQUEBVCoVPvvsM0gkEsc+7733Hnr37o1Ro0Zh1KhR6NOnD9555x3HdolEgi+++AJxcXEoKCjADTfcgMmTJ+Ppp58O9SsiIiIiIiIiIqJWQiQIghDKEzp37owPPvgAgwcPRmJiIn7++Wd06dIFxcXFuOKKK9r0kro1NTVQq9XQaDTsrUYUIxiXRLGFMUkUexiXRLEn1Lg0Go0AALlcHumiEbVJIfc8O3/+PNLT0z0er6+vD7gCJhERERERERERUUsScvJs4MCB+OKLLxx/2xNm//nPfzBkyJDwlYyIiIiIiIiIiCjKpKE+YdmyZRgzZgyOHDkCs9mMF154AYcPH8b333+PLVu2RKKMREREREREREREURFyz7OhQ4dix44d0Gq16Nq1KzZs2ICMjAx8//336N+/fyTKSEREREREREREFBUh9zwDgN69e+Ott94Kd1mIiIiIiIiIiIhiSqOSZxaLBWvXrsXRo0chEonQo0cPTJo0CVJpo16OiIiIiIiIiIgoJoWc7Tp06BAmTZqEsrIydOvWDQDw66+/on379vj000/Ru3fvsBeSiIiIiIiIiIgoGkKe8+zWW29Fr169cObMGezduxd79+7F6dOn0adPH9x+++2RKCMREREREREREVFUhNzz7Oeff8ZPP/2ElJQUx2MpKSl47LHHMHDgwLAWjoiIiIiIiIiIKJpC7nnWrVs3nDt3zuPx8vJy5ObmhqVQREREREREREREsSDk5Nnjjz+OhQsX4sMPP8SZM2dw5swZfPjhh1i0aBGefPJJ1NTUOP4RERERERERERG1ZCEP2xw/fjwA4IYbboBIJAIACIIAAJgwYYLjb5FIBIvFEq5yEhERERERERERNbuQk2fffvttJMpBREREREREREQUc0JOnl111VWRKAcREREREREREVHMCXrOswsXLuDMmTMujx0+fBi33HILbrjhBqxevTrshSMiIiIiIiIiIoqmoJNn8+bNw7PPPuv4u7y8HEVFRfjxxx9hMBgwa9YsvPPOOxEpJBERERERERERUTQEnTzbtWsXJk6c6Pj77bffRrt27bB//3588sknePzxx/Hyyy9HpJBERERERERERETREHTyrKysDDk5OY6/N2/ejClTpkAqtU2bNnHiRBw/fjz8JSQiIiIiIiIiIoqSoJNnSUlJqK6udvy9e/duDB482PG3SCSCwWAIa+GIiIiIiIiIyDer1Qqr1RrtYhC1akEnz6688kq8+OKLsFqt+PDDD1FbW4uRI0c6tv/666/o1KlTRApJREREREREREQUDdJgd3zkkUdwzTXX4N1334XZbMZ9992HlJQUx/Y1a9bgqquuikghiYiIiIiIiIiIoiHo5Nnll1+Oo0ePYufOncjMzMSgQYNctt90003o2bNn2AtIREREREREREQULUEnzwCgffv2mDRpktdt48aNC0uBiIiIiIiIiCg4giDAarVCJBJFuyhErVbQc54RERERERERUWwRBAF/em0nBEGIdlGIWi0mz4iIiIiIiIhaMPY6I4osJs+IiIiIiIiIiIh8YPKMiIiIiIiIiIjIh5CTZxKJBOXl5R6PV1ZWQiKRhKVQREREREREREREsSDk5JmvSQgNBgPkcnmTC0RERERERERERBQrpMHu+OKLLwKwTUT4xhtvICEhwbHNYrFg69at6N69e/hLSEREREREREREFCVB9zx77rnn8Nxzz0EQBPz73/92/P3cc8/h3//+N7RaLf7973+H9OZbt27FhAkT0KFDB4hEIqxbt85l+6xZsyASiVz+DR482GUfg8GABQsWIC0tDfHx8Zg4cSLOnDnjsk9VVRVmzJgBtVoNtVqNGTNmoLq62mWfkpISTJgwAfHx8UhLS8PChQthNBpD+jxERERERERERNS6BN3z7NSpUwCAESNG4OOPP0ZKSkqT37y+vh59+/bFLbfcgmnTpnndZ8yYMVi5cqXjb/ehoYsWLcJnn32GNWvWIDU1FYsXL8b48eOxZ88exxxs06dPx5kzZ7B+/XoAwO23344ZM2bgs88+A2DrOTdu3Di0b98e27dvR2VlJWbOnAlBEPDSSy81+XMSEREREREREVHLFHTyzO7bb78N25uPHTsWY8eO9buPQqFAZmam120ajQZvvvkm3nnnHVxzzTUAgHfffRedOnXCN998g9GjR+Po0aNYv349du3ahUGDBgEA/vOf/2DIkCE4duwYunXrhg0bNuDIkSM4ffo0OnToAAB45plnMGvWLDz22GNISkoK22cmIiIiIiIiIqKWI+TkmcViwapVq7Bp0yaUl5fDarW6bN+8eXPYCgcA3333HdLT05GcnIyrrroKjz32GNLT0wEAe/bsgclkwqhRoxz7d+jQAfn5+di5cydGjx6N77//Hmq12pE4A4DBgwdDrVZj586d6NatG77//nvk5+c7EmcAMHr0aBgMBuzZswcjRozwWjaDwQCDweD4u6amJqyfnYhCx7gkii2MSaLYw7gkij2MS6LYFvJqm3fccQfuuOMOWCwW5Ofno2/fvi7/wmns2LF47733sHnzZjzzzDP48ccfMXLkSEelUlZWBrlc7jGENCMjA2VlZY597Mk2Z+np6S77ZGRkuGxPSUmBXC537OPNsmXLHPOoqdVqdOrUqUmfl4iajnFJFFsYk0Sxh3FJFHsYl0SxLeSeZ2vWrMF///tfXHfddZEoj4sbb7zR8f/5+fkYMGAAOnfujC+++AJTp071+TxBECASiRx/O/9/U/Zxd++99+LOO+90/F1TU8NKjijKGJdEsYUxSRR7GJdEsYdxSRTbQk6eyeVy5ObmRqIsAWVlZaFz5844fvw4ACAzMxNGoxFVVVUuvc/Ky8sxdOhQxz7nzp3zeK3z5887eptlZmbihx9+cNleVVUFk8nk0SPNmUKhgEKhaPLnIqLwYVwSxRbGJFHsYVwSxR7GJVFsC3nY5uLFi/HCCy9AEIRIlMevyspKnD59GllZWQCA/v37QyaTYePGjY59SktLcejQIUfybMiQIdBoNNi9e7djnx9++AEajcZln0OHDqG0tNSxz4YNG6BQKNC/f//m+GhERERERERERBSDQu55tn37dnz77bf46quv0KtXL8hkMpftH3/8cdCvVVdXh+LiYsffp06dwv79+9GuXTu0a9cODz30EKZNm4asrCz89ttvuO+++5CWloYpU6YAANRqNebMmYPFixcjNTUV7dq1w1133YXevXs7Vt/s0aMHxowZg9tuuw2vvfYaAOD222/H+PHj0a1bNwDAqFGj0LNnT8yYMQNPPfUULly4gLvuugu33XYbV9okIiIiIiIiImrDQk6eJScnO5JXTfXTTz+5rGRpH+M9c+ZMvPrqqzh48CDefvttVFdXIysrCyNGjMAHH3yAxMREx3Oee+45SKVS3HDDDdDpdLj66quxatUqSCQSxz7vvfceFi5c6FiVc+LEiVi+fLlju0QiwRdffIG5c+eioKAASqUS06dPx9NPPx2Wz0lERERERERERC2TSIjG+MtWqqamBmq1GhqNhj3WiGIE45IotjAmiWIP45Io9oQSl2azGTcu34L3/lKAuLi4ZiohUdsS8pxnREREREREREREbUXIwzZzcnIgEol8bj958mSTCkRERERERERERBQrQk6eLVq0yOVvk8mEffv2Yf369fj73/8ernIRERERERERERFFXcjJszvuuMPr4y+//DJ++umnJheIiIiIiIiIiIgoVoRtzrOxY8fio48+CtfLEREREREREVEQBEGA1WoF1wMkioywJc8+/PBDtGvXLlwvR0RERERERETBEAT834rdTJ4RRUjIwzb79evnsmCAIAgoKyvD+fPn8corr4S1cEREREREREQUBD8L+xFR04ScPJs8ebLL32KxGO3bt8fw4cPRvXv3cJWLiIiIiIiIiIgo6kJOnj344IORKAcREREREREREVHMCTl5BgAWiwXr1q3D0aNHIRKJ0LNnT0ycOBESiSTc5SMiIiIiIiIiIoqakJNnxcXFuO666/DHH3+gW7duEAQBv/76Kzp16oQvvvgCXbt2jUQ5iYiIiIiIiIiIml3Iq20uXLgQXbt2xenTp7F3717s27cPJSUlyMnJwcKFCyNRRiIiIiIiIiIioqgIuefZli1bsGvXLrRr187xWGpqKp544gkUFBSEtXBERERERERERETRFHLPM4VCgdraWo/H6+rqIJfLw1IoIiIiIiIiIgrMarVCgBDtYhC1aiEnz8aPH4/bb78dP/zwAwRBgCAI2LVrF/7yl79g4sSJkSgjERERERERERFRVIScPHvxxRfRtWtXDBkyBHFxcYiLi0NBQQFyc3PxwgsvRKKMREREREREREREURHynGfJycn45JNPcPz4cfzyyy8QBAE9e/ZEbm5uJMpHREREREREREQUNSEnz+zy8vKQl5cXzrIQERERERERERHFlJCTZ4Ig4MMPP8S3336L8vJyWK1Wl+0ff/xx2ApHREREREREREQUTSEnz+644w68/vrrGDFiBDIyMiASiSJRLiIiIiIiIiIioqgLOXn27rvv4uOPP8Z1110XifIQERERERERERHFjJBX21Sr1ejSpUskykJERERERERERBRTQk6ePfTQQ1i6dCl0Ol0kykNERERERERERBQzQh62ef311+P9999Heno6Lr30UshkMpfte/fuDVvhiIiIiIiIiIiIoink5NmsWbOwZ88e/OlPf+KCAURERERERERE1KqFnDz74osv8PXXX6OwsDAS5SEiIiIiIiIiIooZIc951qlTJyQlJUWiLERERERERERERDEl5OTZM888g7vvvhu//fZbBIpDREREREREREQUO0IetvmnP/0JWq0WXbt2hUql8lgw4MKFC2ErHBERERERERERUTSFnDx7/vnnI1AMIiIiIiIiIiKi2BPysM2ZM2f6/HfdddeF9Fpbt27FhAkT0KFDB4hEIqxbt85luyAIeOihh9ChQwcolUoMHz4chw8fdtnHYDBgwYIFSEtLQ3x8PCZOnIgzZ8647FNVVYUZM2ZArVZDrVZjxowZqK6udtmnpKQEEyZMQHx8PNLS0rBw4UIYjcaQPg8REREREREREbUuISfP3AmCgC+//BJTp05Fx44dQ3pufX09+vbti+XLl3vd/q9//QvPPvssli9fjh9//BGZmZm49tprUVtb69hn0aJFWLt2LdasWYPt27ejrq4O48ePh8Vicewzffp07N+/H+vXr8f69euxf/9+zJgxw7HdYrFg3LhxqK+vx/bt27FmzRp89NFHWLx4cYjfBhERERERERERtSYhD9u0O3nyJFasWIG33noLdXV1GDduHNasWRPSa4wdOxZjx471uk0QBDz//PO4//77MXXqVADAW2+9hYyMDKxevRp//vOfodFo8Oabb+Kdd97BNddcAwB499130alTJ3zzzTcYPXo0jh49ivXr12PXrl0YNGgQAOA///kPhgwZgmPHjqFbt27YsGEDjhw5gtOnT6NDhw4AbAsjzJo1C4899hhXFyUiIiIiIiIiaqNC6nmm1+vx7rvvYvjw4ejZsyd+/vlnlJaWYtu2bXj33XcxZcqUsBXs1KlTKCsrw6hRoxyPKRQKXHXVVdi5cycAYM+ePTCZTC77dOjQAfn5+Y59vv/+e6jVakfiDAAGDx4MtVrtsk9+fr4jcQYAo0ePhsFgwJ49e3yW0WAwoKamxuUfEUUX45IotjAmiWIP45Io9oQjLgWrFVarNQKlI6Kgk2dz585Fhw4d8PLLL+P666/HH3/8gc8++wwikQhicZNHf3ooKysDAGRkZLg8npGR4dhWVlYGuVyOlJQUv/ukp6d7vH56errLPu7vk5KSArlc7tjHm2XLljnmUVOr1ejUqVOIn5KIwo1xSRRbGJNEsYdxSRR7GJdEsS3orNfrr7+Ov/71r9iwYQPmzZuH1NTUSJbLQSQSufwtCILHY+7c9/G2f2P2cXfvvfdCo9E4/p0+fdpvuYgo8hiXRLGFMUkUexiXRLGHcUkU24Ke8+ztt9/GypUrkZWVhXHjxmHGjBkYM2ZMxAqWmZkJwNYrLCsry/F4eXm5o5dYZmYmjEYjqqqqXHqflZeXY+jQoY59zp075/H658+fd3mdH374wWV7VVUVTCaTR480ZwqFAgqFopGfkIgigXFJFFsYk0Sxh3FJFHsYl0SxLeieZ9OnT8fGjRtx6NAhdO/eHfPmzUNWVhasViuOHDkS9oLl5OQgMzMTGzdudDxmNBqxZcsWR2Ksf//+kMlkLvuUlpbi0KFDjn2GDBkCjUaD3bt3O/b54YcfoNFoXPY5dOgQSktLHfts2LABCoUC/fv3D/tnIyIiIiIiIiKiliHkycouvfRSLF26FL/99hveeecdTJs2DX/605/QsWNHLFy4MKTXqqurw/79+7F//34AtkUC9u/fj5KSEohEIixatAiPP/441q5di0OHDmHWrFlQqVSYPn06AECtVmPOnDlYvHgxNm3ahH379uFPf/oTevfu7Vh9s0ePHhgzZgxuu+027Nq1C7t27cJtt92G8ePHo1u3bgCAUaNGoWfPnpgxYwb27duHTZs24a677sJtt93GlTaJiIiIiIiIiNqwoIdtuhOJRBgzZgzGjBmDCxcuOIZ1huKnn37CiBEjHH/feeedAICZM2di1apVuPvuu6HT6TB37lxUVVVh0KBB2LBhAxITEx3Pee655yCVSnHDDTdAp9Ph6quvxqpVqyCRSBz7vPfee1i4cKFjVc6JEydi+fLlju0SiQRffPEF5s6di4KCAiiVSkyfPh1PP/10o74bIiIiIiIiIiJqHUSCIAjRLkRrUVNTA7VaDY1Gwx5rRDGCcUkUWxiTRLGHcUkUe0KJS6PRiBuXfwexTIYP/loEqbTRfWSIyIeQh20SERERERERERG1FUyeERERERERERER+cDkGRERERERERERkQ9MnhEREREREREREfkQcvLs0ksvxcMPP4ySkpJIlIeIiIiIiIiIiChmhJw8W7x4MT755BN06dIF1157LdasWQODwRCJshEREREREREREUVVyMmzBQsWYM+ePdizZw969uyJhQsXIisrC/Pnz8fevXsjUUYiIiIiIiIiIqKoaPScZ3379sULL7yAP/74Aw8++CDeeOMNDBw4EH379sWKFSsgCEI4y0lERERERERERNTspI19oslkwtq1a7Fy5Ups3LgRgwcPxpw5c3D27Fncf//9+Oabb7B69epwlpWIiIiIiIiIiKhZhZw827t3L1auXIn3338fEokEM2bMwHPPPYfu3bs79hk1ahSGDRsW1oISERERERERERE1t5CTZwMHDsS1116LV199FZMnT4ZMJvPYp2fPnrjpppvCUkAiIiIiIiIiIqJoCTl5dvLkSXTu3NnvPvHx8Vi5cmWjC0VERERERERERBQLQl4wIFDijIiIiIiIiIiIqLUIqudZSkoKRCJRUC944cKFJhWIiIiIiIiIiIgoVgSVPHv++ecjXAwiIiIiIiIiIqLYE1TybObMmQAAs9mM9957D6NHj0ZmZmZEC0ZERERERERERBRtIc15JpVK8de//hUGgyFS5SEiIiIiIiIiIooZIS8YMGjQIOzbty8SZSEiIiIiIiIiIoopQQ3bdDZ37lwsXrwYZ86cQf/+/REfH++yvU+fPmErHBERERERERERUTSFnDy78cYbAQALFy50PCYSiSAIAkQiESwWS/hKR0REREREREREFEUhJ89OnToViXIQERERERERERHFnJCTZ507d45EOYiIiIiIiIgoRFarFRCiXQqi1i3k5JndkSNHUFJSAqPR6PL4xIkTm1woIiIiIiIiIiKiWBBy8uzkyZOYMmUKDh486JjrDLDNewaAc54REREREREREVGrIQ71CXfccQdycnJw7tw5qFQqHD58GFu3bsWAAQPw3XffRaCIRERERERERERE0RFyz7Pvv/8emzdvRvv27SEWiyEWi1FYWIhly5Zh4cKF2LdvXyTKSURERERERERE1OxC7nlmsViQkJAAAEhLS8PZs2cB2BYSOHbsWHhLR0REREREREREFEUh9zzLz8/HgQMH0KVLFwwaNAj/+te/IJfL8frrr6NLly6RKCMREREREREREVFUhJw8++c//4n6+noAwKOPPorx48ejqKgIqamp+OCDD8JeQCIiIiIiIiIiomgJedjm6NGjMXXqVABAly5dcOTIEVRUVKC8vBwjR44Ma+EeeughiEQil3+ZmZmO7YIg4KGHHkKHDh2gVCoxfPhwHD582OU1DAYDFixYgLS0NMTHx2PixIk4c+aMyz5VVVWYMWMG1Go11Go1ZsyYgerq6rB+FiIiIiIiIiIianlCTp7ZFRcX4+uvv4ZOp0O7du3CWSYXvXr1QmlpqePfwYMHHdv+9a9/4dlnn8Xy5cvx448/IjMzE9deey1qa2sd+yxatAhr167FmjVrsH37dtTV1WH8+PGwWCyOfaZPn479+/dj/fr1WL9+Pfbv348ZM2ZE7DMREREREREREVHLEPKwzcrKStxwww349ttvIRKJcPz4cXTp0gW33norkpOT8cwzz4S3gFKpS28zO0EQ8Pzzz+P+++939IR76623kJGRgdWrV+PPf/4zNBoN3nzzTbzzzju45pprAADvvvsuOnXqhG+++QajR4/G0aNHsX79euzatQuDBg0CAPznP//BkCFDcOzYMXTr1i2sn4eIiIiIiIiIiFqOkHue/e1vf4NMJkNJSQlUKpXj8RtvvBHr168Pa+EA4Pjx4+jQoQNycnJw00034eTJkwCAU6dOoaysDKNGjXLsq1AocNVVV2Hnzp0AgD179sBkMrns06FDB+Tn5zv2+f7776FWqx2JMwAYPHgw1Gq1Yx8iIiIiIiIiImqbQu55tmHDBnz99dfo2LGjy+N5eXn4/fffw1YwABg0aBDefvttXHbZZTh37hweffRRDB06FIcPH0ZZWRkAICMjw+U5GRkZjnKUlZVBLpcjJSXFYx/788vKypCenu7x3unp6Y59fDEYDDAYDI6/a2pqQv+QRBRWjEui2MKYJIo9jEui2MO4JIptIfc8q6+vd+lxZldRUQGFQhGWQtmNHTsW06ZNQ+/evXHNNdfgiy++AGAbnmknEolcniMIgsdj7tz38bZ/MK+zbNkyxyIDarUanTp1CviZiCiyGJdEsYUxSRR7GJdEsYdxSRTbgk6e2VeoLCoqwttvv+14XCQSwWq14qmnnsKIESPCX0In8fHx6N27N44fP+6YB829d1h5ebmjN1pmZiaMRiOqqqr87nPu3DmP9zp//rxHrzZ39957LzQajePf6dOnG/3ZiCg8GJdEsYUxSRR7GJdEsScccSlYrbBarREoHREFPWwzPz8fL730Ep555hlcddVV+Omnn2A0GnH33Xfj8OHDuHDhAnbs2BHJssJgMODo0aMoKipCTk4OMjMzsXHjRvTr1w8AYDQasWXLFjz55JMAgP79+0Mmk2Hjxo244YYbAAClpaU4dOgQ/vWvfwEAhgwZAo1Gg927d+PKK68EAPzwww/QaDQYOnSo3/IoFIqw97YjoqZhXBLFFsYkUexhXBLFHsYlUWwLOnn2+OOPY968ebj22muxZ88evPHGG5BIJKivr8fUqVMxb948ZGVlhbVwd911FyZMmIDs7GyUl5fj0UcfRU1NDWbOnAmRSIRFixbh8ccfR15eHvLy8vD4449DpVJh+vTpAAC1Wo05c+Zg8eLFSE1NRbt27XDXXXc5hoECQI8ePTBmzBjcdttteO211wAAt99+O8aPH8+VNomIiIiIiIiI2rigk2dz587F2LFjMWfOHAwcOBCvvfYali5dGsmy4cyZM7j55ptRUVGB9u3bY/Dgwdi1axc6d+4MALj77ruh0+kwd+5cVFVVYdCgQdiwYQMSExMdr/Hcc89BKpXihhtugE6nw9VXX41Vq1ZBIpE49nnvvfewcOFCx6qcEydOxPLlyyP62YiIiIiIiIiIKPaJBEEQQn3S8uXL8be//Q09evSAVOqaf9u7d2/YCtfS1NTUQK1WQ6PRICkpKdrFISIwLoliDWOSKPYwLoliTyhxqdfrcfPLWyGSSrDmr0WQy+XNVEqitiPonmd2v//+Oz766CO0a9cOkyZN8kieERERERERERERtRYhZb7+85//YPHixbjmmmtw6NAhtG/fPlLlIiIiIiIiIiIiirqgk2djxozB7t27sXz5cvzf//1fJMtEREREREREREQUE4JOnlksFhw4cAAdO3aMZHmIiIiIiIiIiIhiRtDJs40bN0ayHERERERERERERDFHHO0CEBERERERERERxSomz4iIiIiIiIiIiHxg8oyIiIiIiIiIiMgHJs+IiIiIiIiIiIh8YPKMiIiIiIiIiIjIBybPiIiIiIiIiIiIfGDyjIiIiIiIiIiIyAcmz4iIiIiIiIiIiHxg8oyIiIiIiIiIiMgHJs+IiIiIiIiIiIh8YPKMiIiIiIiIiIjIBybPiIiIiIiIiIiIfGDyjIiIiIiIiKiFslqtECBEuxhErRqTZ0RERERERERERD4weUZEREREREREROQDk2dEREREREREREQ+MHlGRERERERERETkA5NnREREREREREREPjB5RkRERERERNTCWc1mmM3maBeDqFVi8oyIiIiIiIiIiMgHabQLQORMozWios6IGr0JSUoZ0uLlUKvkIT8vQSFFvcEMjc7/6wTzfhqtEefrDDBbBQgCUG8wIzFOCrEIkIjFSA2yjOFSXqNHvcEMrckCndGCBIUUEAGCIEApk0AMEap0RiTE+f/+GvtdByOSr03NKxZ/S3uZNDojVAopxCIRpGKRIxaDLbO3/QCgst4Is1WAVRCgNZiRGCeDXCJGtVtc+XqfUN9fozMiXiGFTCxGlc6IpDgZ0hMVAODyOSViEeQSMYxmK+oM5oj/HtH87WPxuAuHUD5XY/atM5iQrJKH/RjxFSvltQZU60yIl0sQr5AiWSkDAMe+aqUMcTIJavQm1OnNSI2Xw2QRUG80I0Eh9Ygr5+c2Jqaa8h029ntoDccltS3NdRyfq9GjSmtErd6MRIUUIhEgQIBSZqsrnN/T27W2Wul6LrSXVymToFZvgkZnhlolRaJCBp3R4tEGqNXb6kODyQqN3rWe8nat39jvhPUCUdvB5BkFzdfFs/NFcrxCijq92WUfrdGCap0JNToTklW2k5reZHVc5Luc1ORSGC0WGM1WmK1WaHQmVNQZoTdboDVYkKS0Ja0UUgm0RgvqDLYLcMB2Qk5WymC2WqEzmGG2WqGUSWC2WnGh3oizGj1q9SYkxckQL5eg3mRGvd6CdvFyxMkkqKo3wmS2olSjh0QCKCUSGK0CdEYLtEbbe8fLJUiQS6A1WyAVi6E3W3HsXK3jNXUWC+p1ZrSLV0BrsjjeTyEVwyRYIROJYbA3auKkkEnF0GgNaBcfh3qjbX+1UgaVTAKzVYDWZPvciUopxADkEjH0FitqdCYkNjSwBQgwmK2wCiLoTFbUG8xIiLPtX1qjx6/n6pColCJeJkGd0Qyt0YJ2Kjlq9GaU1ehxSbISgiDgWFktkpQypMTLkZEU5/P3dzTkRSIopBc/j70hVFlvgMFsxY4TlVizuwQ3XZmNoV1SIZeKkRIv95mgbEsXHs31ef29TzCNYZVMgvI6A+oMFhjMFlgFwGCy4OT5OiQ0HNc6swWCFRBwMbGcIJPAAjTEgO3YEIkAsQiQicW4UG9LFimkYpitVlgEoFZnRrxCgjipBOKGfcUiEepMFtTozEhQSKCUSSAS2cqeolLY6g97uawCfi2vgzpOCpnE9rr2uLZYrajWmmzHf0M9IpeIUa01Qq2UQymX4EKdEQaTBUqZBHFiESxiEeqMFpgstiSaWATEySS4UG+E0WzF+To9FBIJjBYrTGYrjGZbPXOuVg+rFRCJgGSVDBCA4vI6xMdJEC+Tos5oQa3OhESlDHFSMcyCFQaTBWqlHAaLFWaLAItVQI3OhFqDGTUN35/ZIqBWZ4LZKnjElkIqRpLSe4Kvsc5W63DPRwew7XiF47FheWl4YlofdEhWNuWwbPb3DnTu8haD3m7I1OpNqNL6boB51JFiEWRiEQxmK2oaju9EhRQmq+13NpqtKKvRo6xGDwG2Y14qFqOyzoDEOBlUconjfGg0286H9ToT9FYBOvvNkzgpFBIxDBYr6vS2+LNaBdTqTVDKpTCZrThXq3ccT/VGC5LibMf/hXojlHJbXMnEItSZzKjVWaBWSaGUup6DkpRSKGRipMXLUW+yoFRjK7PBZEZGogL1RgvO1eihM1qgktvOu2arAL3JAgBQSSVITJTAKAgwWa2wCgKkYhG0JguMFsFxnnY+n1gsVlTVG1Fao0ed3ox4hRRKmQQmi+27qNWZYLUKkMkk0Jss0Jos0Jts5zeD03lSJZcgXmErU7XWhPI6ve38bbI6ztFKmQTVOgOSlHLH76VW2usoAWargFqdGaqGOkqjNWHh+/swd0QurshOht5kCTlpGemEJzU/fzdUqrRG6EzWhmNZAqVcAolIBKPFArFIbDuGjRbEO50vJSLbeSohTgqVTAJTQ+w7H+f1ejPaxcuhN1uhNdj+32ix2hJWcVLEySTQmcyAIHKcp1Vy23GcrJTBaLHVERfqjTBZrQ2xcbEsYpHts8kltutYqwWACBABsAqAzmhGO5UcAmznfK3R4kiUQQQoJGLExcuhM1tRq7Ndn+qMFuhMFmh0JkgB6C0XP1dKw+cSAJitAko1ekAEKGUS1OvNuO3tn9A9MxGzCnLwj48O4IlpfbByxxHsKK50/A6FuamYU9gFIhHw9NfHsM1pW0FuKhaMzEPndipkNZxPmnLOiea5koian0gQBCHahWgtampqoFarodFokJSU5HWfWLuTD1xsQCQopJBJRKisN0Ipk0All0ACEQxWKyQiEfRmW2ImRWU7MUMQIBKJbI3jOFviS2uyoFZnRqKy4YLebEWtwWxLOikubk9S2i4ERABqjRbHRb9CamsE2PdRypySZA2NBJPVCqsVgMg27tgKp4Z3Q7IMsDVCqrRGp6SOEaqGhoIYgNGt0Z6okKLeZHFccMfLJRAEwdYwt1igkEgavgMTUuMVjosT+8VFnEQMQdRwMWGyQG+0OC5iavS27yDO/t6CFXKx7bO6Jx5EsH02mViMC9qLSQaT1ZZ805svXvCr5BIYrRZIYLvYgejixZG9gVRRZ0C8Qgqt0QyVXAqrYLsbKBKJsLekCiu2n0K/7GTcUpCDhe/vwxXZyXh8Sm9kp8Y7jh1vFwdFuWmYO6Ir5rz1E7RGWwOpIDfV8TqDu7TDPWN64OHPD7tc1LhfVET6wiOYuGxO7p9XJZdgyfieuCI7uSFJ6zvJZe/FUas3ORrjCQqp7RjTmVx6YcVJxdh16gIuS0+EWAzUN/RSdEliNcRHnEwCrdGMOv3FxNKFetsFu0IqhkQECBDZErwNvTnj5RIIVgESsQhWAPX22I+TQi5tuOBX2BJZzrFnslohE4thtF489nVGW71iMFsdn1MuaYjfOCkUEgnqjWbUGyyO1xcBMFmtEATbRbxMYntNCLYYrDPY7nQrpLbXUSls9YfRanVc9NtjXymTQCoSQW+xuNQJSpkEUrEIdU7fja0hYoG2oS40NNQD9nir0hqhlNviWCSyNTgkIhHMghW7Tl5ARlIcjBYr0hPjoJSJoTPZGih7f6/Csxt/xU1XZqNfp2QAQEZSHL45eg6vbz3pEqODu7TDknE9UVqjR7XWhDiZBHtLqnDkrAbTB3XGwvf3YUDnFJcYCrUX0/z397nEpN2wvDS8dHO/Jp23/MVkuN+7tFqH7349j/REBcxWAR3USkglIpRW6wCnOrCgayoemtgLepMV1VojpBIxRCKgVKOHTCLGOY0OmWol5q3eCwD457ge6NspGTqjBUkqKeIkEtQbbeePBIUUVkGAXCqCwSxALBJBazSjfYKtB4VzQkrWcJ5KbPh/vdnWuLYda2JIIPK4iaNoiK9klRyC4Pp68Q0NbMeNlzhb0ksmEkFrttjiRQyX8trj2Wi1IE7ccF42WQDhYnwmN8SnvWzxMgmsDZ/Fvp/9HKZsuPljMFsgkYigkNjO4+51R73ZCoPJhNT4ONQ5lSVBLoEFQkNyq+FGk0QMk8UW79qG+kIAGmLx4mevtyfb46SQiBtuODU02uMVtqSnwWyBRnvxmkEiBnRGW+IqXnExdpUyCSrqDIiTSaCQSgCRAKPJ6ojZGqfrDrlYhCNlNchSKyGRiB2fNTFOio4pKp/HZUZSHFQyCawQsPNEJVZsPwWt0eLzHBjJa8hYO1f64p50NJisqDWYkKKUw2i1JZDUKrnjGrdWZ3KJiSTHzUQjlHI5zA3XuLqGZKr9BmatwXazMTFOCqlYDK3BiGSVwuVYjZdLbMkf9xhtiN16k8WR3LIndO3XbhIAWvPFc479Orre6Zo4TiaGXCSCCXCJIZVcgso6AxQy2/Fnslhtx6xUAoP9mrDhWjExzhZTOovtHG1Pujmf52RiW1nt17Qi2OoJpVTScN1uQrt4BcxW2w3m9EQFxCIRrILgOC8rpLbza43WlpwTi0SwCFa8+t0J/N+Qzvj+5AX0vkQNg9nquJH+7++KcfeY7nj48yPYdfICXry5H1buOOVyzWi/rnz/h99x73U9AZGAm17bhW6ZiZhdkIMVbvvbPT4lH18dLHVJnDm/5vg+HXBdfiYANPqcE+lzJRBaXGq1Wkx/dRsAYPVfi6BSedY9RNQ0TJ6FUaAKrrnuTni7m1mjM8FosfUGsl+cFeWlYd6IXMxe9aPX5Ee/7GQ8MqkXjGYBF+qN0OhN6JSiwpGzGmQkxeGNbSexrbgSKrkEL97cD6t2nMJ2p7/tJ0CVXILZhTkY0iUVMrEISrnt4rVWb0aH5DhIxQ29JRoa2maL1SUhFq+QQtfQMFerpIiTSlCtM0FvsiJebrtIl4pF0JstMJmtSE+KsyXtGi7yrVahIWFgG/Jkb6Anxtl6fggCLl7UKGWwWAXsPHEevTokQy4VI15uu0P4yOdHcOCMBitmDUSt3jYk1N5oPXtBi79de5mtMdJwV1Elk6Cy3tZrRywSoV28HFZBgEwiQrxciie/OoobB3aGXCayJbcMFrRPVEAQAL3p/2/vvMOiuL4+/t3KLr0JiiCgICAqYpci9hJrEkuiURNL9FUsKUZjNGKLLSaWqIlGMU1JfrEklhg1Yq9BjA1FbGjE2EA6u+ye949lx+27NBfhfp6HR3fmzp1z79xT7pk7MwrVCgGpECAgu1COWvY2mLf7Cg5efcRd66gAN8zv3wQrD1zDK2F19YKO6AB3vBPlh9jNyWhRzwUTOjbASCPJrvB6zgiv54KvDqYhKsANywY1g6ejxGRwEBngxh2juw0AktMzDQY16qACKHvQYinm9LIsq1JKi+aKFPWqvI3HbgGAwWCxfaA7Fr/eFAC4ib9MoeT0LyO7EM28XeBuLwafz0NuoXqyyENWfhHsxEKIhDwIeALky1VJJ5GAj6PXH+Hag2z8X4cA5BYVgw8eCuQKPHhWgLrOtrh4PwsxgR7g83ncCkb1RF0iEkAsFCC7QI48WTHc7Wy4RzCEfD54fIIQfCgBbhIhFQuQ9jAHAR72eJgjAx9APTdbbhWNvUQ1vm3FqsS0esWJ5uRVnXC3lwjx4FkBPv3tMsZ3CEBTbyduspv6IAeNvBwgVxKe5MjgZm+DomIFHuUWwUkqgqNEiMOpj9C8nguEJTbm9K2n4PGAxl5OAIC6LlIk38nEvN0pAMDZLCFfpZ+HUx+iUR0n/HDqNpp6O6NziAceZhcZTUKr/59wOh1jY+rDw0GCGTsuGpwUmEo2Rwe4YYRGna39XRHq5WR0grH59B008nLCVwfTOB3KkylK5XtuPMxF5y8OGx3Pf70fgwYe9pYrgA6mdLIiz/0sX4aUBzlYdfA6ktOzjE7M3o2uD1c7G2QXypFdKIengwQOUiFkxQrkFSkhFvAgUyhhJxbiab4MLrZiXLiXhfm7U2ArFuCn0W31rlvn4FqY2bsR5u26gqbezugS4om8omIo6HmSBADm9AlFEx8nLgGVU1gMIZ+Hv+88QUxDDyiVBLlSdaMqK18GO7FqQl1Qskry/F2VHAAwNqY+uoZ4ltyAUU1sn+bJIOTz4WIrxKMcGZ7kFSHEyxFFciV4PF7JykzCo5xCtKvvhvvPCsHjAY5SEUR8PnIKVaszNZN6NiV+U0ngVoWrb5ipyznZqpLe+XIF8kpWwxSVxCISkQCutiLM2H4Bc/s3wbxdV9DIywkt67nA1V4E+5JHsHKKijm7deneM4yK9sfELcn4YmAz1HIQ42m+XMsPX72fjRERfpArVcnp/KJiOEhFEPB5+O9ZIU7ffoqU+8/wZkmCGQA2jGiJDUdvItjLCeE+znoT+8ldgjD0W9VEfVKnALjb2yDu98t6K1liOwbAy0mKRXtT0MDDQasuH2cpfDRuRmmOS2P2QJ1A0/SBVeFGU3mTd5au6CwqVuJpvkw1dkoStzlFxXCSiPDPvSys/Os61r7VHAIeX/V4vXoVppAPJQj3nxbC20XKxXZOtqqEmDoxZS8RQiLko7BYtYLTQSJSre4tUq04FAv4kCmUqhsx6pu7Ij4KZQo8zlPpoVDAw7M8OXxcpZArVStJ8+WqlZ1Cvspv8ksetS+Qy+Fsa4MiuZKTVSLk42FOIZykYohKbrzY2QjxX3YhrmQ8Q5CnI/g8HrycJUgqubnyVltfRAW4Q6Ek1SpTAq7cfwZfN1vky5T49e+7+LBHEGbtuIRjOiuxPu0TigfPCrH+yA2t8WvqRuiW03fwVls/EAgbjj2P6Q3Z0qgAN7ytMX7VemEvESK/qBirDqbpyfRh92Cs+isVISV+2FjMqI4rz6dnIrZTAPKKFBj13d/YOTESfVYdNzjWNoxoiVHf/W10LG4Y0RJ+JXpZVp9T2b4SKFvyjIjw07go2NnZgcfjlev8DAZDG/bY5gviWb5ML+gBgCPXH2P61gsVkiQAngdXSXcysfLNcCz585pecLbyzXBMKklYKIkwNqY+5Arigj1bsQCr3gzHtK0XUChXYsGeFL3J3PiOAUhKzwKgmmRqOtGRUaoJXHg9F4yKqs/dVT1z6ynCvJ2xwkjAOPaHJKwe0hxfHbyu5djVDvn58mz9BNH4jg0wcUsyFr3eFKt+u6S3f1S0P6QiPr46mMbVbSsWYOOIVlidqH++uL6heGPdKTzOlXHbRkXVh6u9GIv3XtWqv1NwLczq3Qgztl/UqnvDiJZYk5imF2SrJtR3MKVrQ0hEQsz+/RKS07Owekhz/JddiK8S0wwmwL45fAND2vji1M2nXIBzLO0JZu64iI96BOvJBQBH0x4DIIyM8sdXB9Og1Pg/AK1r9tXBNIyM9OfqzcyTwdNRgse5MoPJLfXx6mMMbdNMqmly5Ppjrm+N1a0uU5krMw2uqDOQVC7PBMXQOdR6ePn+M73xDKjafiztMXxcbLHrwn298RDbKQD5MgU++yNFL3j9tE8ocgpkyCkkrErU3t8l2AMf9QzG3J2XtYLYTsG1MLNXCDwcPfE0T4askgnp4euPcOX+Mwxr64esAjkXPGu2451If2xNuovpPYJx/5mB8RvojvEdGuCjX//BotebYpYB/dRM6tqKBZjZKwRNvJ3wb2YBPBwlOH7jMdYduYkW9Vzw/ajWWLL3Kj7efhGAWo9bYsHuFCSVJEgW7X3ebrUunrrxBEv/TNU6r6EJw1dDwsEDD98eu6k1fqMD3NHS1xXD2vphw7GbWH7gut71VE3Ib2npWHg9F6Q9zMXKv67rXWdN/QOgl4ABgKNpT6DEcx2dZkTX1b/D67lwK9eOXH+MrHw5Zv52qVS+J7tQDlPkmNlfHiry3Fn5ci5BEdspwKCuJadnwUbIx5K9KaXyO+prLuTxDF63EC8nzNt1BUPa+GLT8Vt64+WrIeEQ8Hj44eRtuNiLteq3FQuw8e1WWLr3Kt5o42s0UTpsyxmE13PGV0PCIeTxIRLy8Pm+axhi4JjoADfM7huKhDN3YC8RGfSjPq62WvrQs7EnPuqu0utnGjbh6v1sTH8lGJ/tSdG6maP2VbN/u4xvR7TCJzsu4lyJTn55IFXvfPNfbYpFf6RgSBtfbD59By3quSCvSIHFe68Z9IHrj97E5wPC4O4gxnyduCQywA1jouvDy0WCT3+7rGcXZ/UOxY2HOXiz5FxqnVt/9CbXX18dTNO62fd2ZH08zZNh49ut8Ma6U7jxKE8rhlCjPlf/MC+MjQnA0j+vatmOqAA3rdXcmuPSUD1qXdf0gS8qhjRFeZN3ho7XTLgAJSs6vZ2RW1SseoTPTqx307BLsAd+GNkaBXIFnubL9MbmuzH14etmi092XDR4Q1fz3COj/MEDD8v2p+r5DN34TfNmpDo5NLtPKP7LKcJKE4nQiAZumN4zGLN/v2ywzDubTnA3W4ZvPIMW9Vwwu28jrRi0U3AtbB7TFvN2XtazJbEdAwAAj3IK8VoLb8zccUlvbB1Le4Kk20+xx8BKrKNpj43GhuH1XJDxrAB7LmZojU9DtvRY2hMQno9f9f7eTb1ARFoxh7o8D9cQVs+Z81nGYkZ1XPnVwTRM6xkMu5LXteQWKgyWB4CiYqXRfer9OYVymFtBYsrnWNNX6qJUKqEsefIGRHg7/m/8MqE9S54xGBUMS57psGbNGixduhQZGRkIDQ3F8uXLER0dXe56TSUgKipJoBlcGZso6AZnyelZmN07FHN2XdabKH47ohW+2HfN7GQu3MdZ69iW9VzQzMeZC0af1+mGNv6uSC5JuunKtPj1plh18LpBB0sl+w0tz1Y7flP7AaBnk9paQcPIKH+sStQPYI+lPUHc75ex+PWm3F2rY2lP8EqTOth47KZe+UZeTnrBysgof70kgmZbw+u5ILdIgYV/XOUmdhnPCrBbI0DRlp8QVs8F8ce1J+Zq2WYI+Abv1qmOf4K3S5JZ5pJdmsFGdmFxyb+mnb+hAMVc0AKg3EFLeTE2GVEnlTX7uawTFGPnUF+raT2C8eX+64YORVBtB5MJ0Z5N6hgcu/N2XsaETgFYZWD8BXs5Ys5O/Yl+mI+zwUS5Orh/lFOI3/+5b9yeRPrj+I0nhsdvSX+a09+RUf7YeOwWN8mZsf0SVyZaIzn16Y5LeDvSH39c+k917ih/rq2G7J4xXTQ2YeADBvtWs991bZSxJLSmbhl6dES3jLmJg+75jJXT1L88WXGpfY+jRGSwvBoHM/vLQ0WeO09W/Nzm6vgpNZrjRxNzfkf9e07fUIPXQz0ZNOaH+QBeaVIHwQZWEY6M8seqg9cRXmLzzflxPqDS+YNpRo85WuLX3jHymJOuPtiKBRgbE4CZOslutU1YuCcFjbyctJIaah1ZPbQ5l1A0FoscTXuMmTsu4e0IP2w8foubpJvzgd6uUsz5Xd+GqfqUh55Nahu2i7uet10zwax5jTSTLFqxS6A7lyg1pcfTegRjqQGbfSztCT7ZcQlflfgPzXFpqB5NXVf7wBcRQ5qivMk7Y8er9WxsTH1uRa2m7Vcn1zRvGjbxcUK+XGHUX607fBOdQjw4O20q2cODvr035TM0b0YeL0lIGRqzujdGdBNnumXU4039/zk6MWgjLyfM23nZaOK2V5M6aFzXCTyecf/g4SixyA8Z2qbp84zZUkP1GKpXk6Npj/F2pJ9FMaO6jGbCzF4iMFreRsg3WZ+NkG+RPzFVxpq+Uhciep48A1TL9xkMRoVj2rLUMH7++WdMmTIFn3zyCZKTkxEdHY2ePXsiPT293HW/iLsTmsFVuI+zyeBMHTiOjPLHPIOrHR5j2Z/XEFyylNpUHbpOz8lW/662qs4n+CoxjQsmdOvzcLTRm5Tq7jfVJlP7j6Y91nsJvqk+OlZSnyaeRgIPQ/VY0v92NgKtiZ2no8RkAkxdp2bQryanwPIEl6lkl2aw4SgRlvxr2vkbClBshHyzgYuDRGTVwMPcijrdftZcLVdR5zCHqfFg6KMO6n12NkKjE3pD2zsGeWChzkREff7447cQXMfRrG6aGr+W6G+4j7PRSc7REjlGRvnjqI5uaraprLqoey5TfWtsnzGbWFSstOgOuCVlACC/yPiddnU5Td3Lk5kub8j3uNuL0T7Q3WD59oHucLevvEl6RZ5bs+3G+tfc+DA3bovkhustKlaarFs1jiUmx6ylY1dT5y3xa5bGBsv+NLzCMf74LYSUPOZoqF1CjZs5Jvvg+mNOHkt9YJFcaTQBYMjPq9Fsu3qVve41Mmp/rj9G/PFbcLI174+MyqbhP8zppOZYVftAa69wsSR5V9bjj6c9QccgD6MJLrXtV2PWX3k5ao0Dc3pYmtjwaJq2z/BwlJj0jeE+zhbrsa5O6/o5U4kvdRvKuxLL0Dbd7aWtx5x/U/ssS5JdgCphZi8RIDLADQ+zixAZ4Gaw/H/ZhYgOMOxLIgPc8DCnCO724nL5HGv6Sl2ICMO/OQGzd6UZDEa5YMkzDb744guMGjUKo0ePRkhICJYvXw4fHx+sXbu23HW/iCSBZnBlqXMz5ZCPpj02GBzr1qHr8IQCXqkmq2pMOf2K2F/aAEC3PmPly7LySvXiZe2JnaXXzFA5B6nlCS5jya7IADck380CoLrb61Ly7i9TwYHmMbrbku9mIcpIUKMOKqwZeJRlRV1pJyjmzpFvYhJlSZLEGMZ0wdQxpgJzc+QWKkqtT4Zks3SSoas7hv5vapu5/eYCfXP7dPXNkkmBJWUiA9wgFJi+m+wkFXE62T7QHc5mbIMh3+NkK8ai15vq6ab6XXyVucKlIs+t2XZj/VvecWssEaL+ErEpjNl9U7beUDlNOStCDwHzk3V1AsoQmjdzLJXHUh9YmsSTqXOpdU6zvDn7Y073zNlstf8wp5PqsarpA629wqW8yTtzxwOmV9Qauslhqqw5v6BJeZJDFXljRPf/xvycsTpU71Ir30osQ9t0t5e2HnP+Te2zku9mGU2EqePKqAA35BUVI6+oGO9E+mPa1gt4J9JfL9aMCnBDHScpRkX76yXQ1F/b7NiwFpxsxeXyOdb0lYZgj2gyGJUPe2yzBJlMhqSkJEyfPl1re7du3XDixIly169OEhwx8mL0ikgSaAZXZXGShjDlsNV1qB2eOvDJzCt9UgIwvfy6IvaXNgDQrc9YeWMBhzlZNOu35Hqoy+iWjQpwQ7FCqXUNNInWSHAZS3b9l13IvZ9D/X4W9Z1MdXAwfesFrfGremdUAEZ9d1arLs33fMzv3wSzdN63pBtUGKr7RQQeZVlRV9oJirlzCPk8o9dNIi7deNbEmC4YO8bcpM9Ukk99vnxZ6fTJkGyWTjKM6U5ZdbE0x5jbF2lA3+o6SRAd4Gb0q1+aSWtDqxg0dfRY2mOj5aIC3OAgEWLjsVucDtmKBWXyPV7OUqx6MxyPc2XcF9vc7V/M16Er6tweDjaIDnTH0euP9fyUmtL6AV2kYr7B65F8Nwvt6hueCJo7tzFbb+p4tZzlbY/6eEt00di5HCxIWqpRr3C2xAc6SUWQisse26jb7iQV4eRN1fXSvEbm2pxdUMyNJ10iA9wgEZnuW7X/0ByXhupJvpul5wNfRAxpivIm78wdX5qbRaVdfVuWZI+l5Ssi1jZWX2liRBshHxKhAA+zi4z6h4fZhWbHnaFtXjr+y5gtNVSPanVYIVTfxNYnKsANPi5SbLj/jPvaJqCdSNX8eEFc38awEfAgEvDxrFCONUNbwEkqxJIBYaqPjKi/LioRIq+oGLmFcsx/tTGK5KoPhdmKVV80dbYVafmT8vgca/pKBoPx4mErz0p4/PgxFAoFPD09tbZ7enriwYMHBo8pKipCdna21p8xXsTdCc1VPJbcwYkOdEdtI484qDF2hzQ6wB0Ps4sAABuP3dK681OsNL1m2FAQoF5+HW1CZlPLs83tjw5wx3/ZhVrbTPVRVEl9mjzMLjQon6EVVpb0f15RMXdc8t0s/JddaEL+53fdNAMT9dc2Nx1XXQPd41UvuFW9Syo6wB0TOwVyX3kDVO9ymd+/CSLqu8FZKsK2/4vAskHNuBcbq1EHB3+9H4Nt/xeBvZOj8WmfRqjrJMFvEyKxY3wE9r/XHp/1bwIPezF2xkZh2cAw+Lnb4auS43aMj8Bf78dg1ZvhqKPxcmHNuo2VKQ2W6mVpV9SVZYJi6hzRge5wkoqwoH8Tg3bBw16MaGPHliRTjO3LKyo2OJaMrQY0t6JCIhSY1c2HJsavJfqbfDfLoglCtI5uauqaIb2zRBc1Mdm3ge4lEwHDdakTXBuP3eIC/qv3sxHgYY/5rzbRu57qMhuP3cLVjGzM769fRq2jUQ1UY6JvmBcWvabvS6ID3bHg1Sbgg7AzNorTofLeVW/gYY9m9VzQwMO+zH6qNL6yIs/tZCvG4pK2q/2U7lh4mFNkVM8sGbdHUh9hVu9QPb1Kuf8MPi5So6tvo0smlabGrKVjV1PnLfFrltRpThc1VzjqtqtYodTybab8mqNEyPk1cz7Q1VaMI6mPjD6KpYpLDOunuu2aCeaNx27B1VbEyWquzc5SEeL6hBrU49iOgXCzE5ldbQ1oj0st+QPdMa9fY7wWXlfPB1ZGDFkavSzvKnFz/tacD9K8NubKOktFWuPA3BgsTWyoeTMSMB4XApatwjd0s0V9Hl0/Z84HC/g8bEu6h3n9GxtcidXS3xVjouvr6U90gDtiO2rHhmrflHL/Geo4SfFO1HPbqRvza55D7c/UdUzsFIjIBu6IaOBm0LcteLUJRABmvtII/xvXDi62Iszv1xh/TonGr+Pa4Y/J0ZjVqxG8XaSY3ScUThIhfNzsUNtZiqDajmjt74qg2o7wcpZq+QtPRwnq17JHUx8X+LrZoWFtB7T0c0UjLyf4utsZ1Jfy+JyK8pVA2fwloPpgALFnNhmMSodHREzTANy/fx9169bFiRMn0K5dO277ggUL8MMPP+Dq1at6x8TFxWHOnDl62y35zHdl3Z24n1WA6Vsv4O+Sr23qfVEr0B1z+oYCANzsVJ+f//B//xi8ExUd6I7P+jfGjB2X9L5GOLdfKBRKQrGSkFNYDHsbAWzFQhTIVXcEF+xOMVxngDt6Nqmt9UJYtZOevvWC6mubiWkGv8ak/urZpuO3tO6qqVdATdxyzujXOJ9/bfMG9wGB51/bTOO2qc8X17cx3lh3knuPR3SgO+b3awwlCJ/+dllLvi4hHpjVuxFmavTT86813dCqm/va5pl0zO7dCAoCZpZ8kWz1kOaQiPhGv7a5+XQ6ZvZqhMJiBbILVOPHTiyATKmAmC9AUbESSiIoCcgrUn1aXSzg40leEextRHCxE0Mi5Ff7u2Ol0Uu1vhzRGd+Gvra5+PWmZUroGTqHbn3G7IIx+WI7qr62+a3OByw0v7YpV0Lvi25dQjwws1cjvdWASwc0xe//3Deos1EBbpjWIwSPcgux8Zi27ln6tc0JHQMQu9m4fk7oGICR353FyCh/k5+q793ECxEBbliy9yp2X1Td1FB/mXB1Yhr3lWFDXy5crWNXDF1ntW1TEhD3+2WDdk/A4+ETIzaRR8DTfBmkYqHqPjsPsBHwIREJUMdZqnWd7WxU+vmsQAY7m+fX3FIfUVpfUtm+xxRl8ZUVibrteUVyOEnFkCmUJTZS1Q95MoWenpnzO+0D3TG3X2Nk5ctgayOARChAnkyBnMJiOEqEcJSKIJcroORBz2dEB7ojrm8oBDxg/u4UvNG6nsEx++3Rm3r7AO0Vvi18XTC3XyiIVInAdUduGP7aZqA75vVvjKV7r+LV5t4G92vqQ2ynAJxPzzS6wnF+/8aYu+uKya9tztt1mfvapqHzze0XirzCIjhIJZi36wqGtvE17ANLkkoyhQJKAkR8PuJ26vfpgv6NQQTuK4ua8n7aJxQrDqTiox7BkCkUyMovhq1YAFuRAHw+DzN3XEKYj7NR+6Oun0eAWCxAVr4M2QXFsLURQCoSQMznwUEqwrMCuZ59MOY/yqKTFanHpdVLS3yZKQwdr9azS/8+w9nbTw32fVSAG5rVc+FeUm/OX83s1QhSkUDva5u6Oqz5tU1NX2osfjP0tc24vqF4miuz4GubIZj9u+GPb0zaksx9bXPSluSSr22GasWgxny3OkFV29EGMqUSEoEqJhSAj8KSr0k6SESwFwtQoFAgp6AYrrZiFCmUyCl8rgMiPg95cpX9srMRgsdTvW9eKhQgX65AbmEx3OzEkCsI+bJiOEpFkIgEyC6Ul8wBhJAI+ZAplcguKIadgRVe1vRBLxNl9ZcymQyDVh4EwAOREiKpLX4ZHw0+n62TYTAqEpY8K0Emk8HW1hb/+9//8Oqrr3LbJ0+ejPPnz+Pw4cN6xxQVFaGo6PmdoezsbPj4+LywCYExzE0UdJ2VuYCoLA7P2KR/Tt9QCHk8FJXIZCsWQiTgITNfBtuSyWSxQgkloHLiYgHsbFRJuZzCYjhJhZAKBSVBgcrxC/g82Aj4XJ1OUpHqE9QlCSQBjwclEfg8HoQCHoqKlVzyyUEsAI/PQ3ZhMdc+J6kqKWWszcb647/sQmTmy5BTElDbiwWQiIXILSzGswI5J6uAz4Ob3fP6/ssuRGaeDLlFxXC3E4MAFMgVyJMpOPl1j2EYp7R6aeh6AqjQIK88QaMx+Z7kyVCsICiIkFukCl6lIj6IANeS99Vl5cuRJytGvkwBJ6kIHg42RhM0hhII6klrVn4RbEQC2IuFWrrH4wFKIkhFAggAKAhQQjV+84tU5/Qseemx2iY5SkUoLFYF2I5SIRwlIsiLFSiQK5EvK4aLrRifGklc2YmF8HCUmLxmxuyeoWtq6jqbumZsElA6qqqv1EQ3sSkR8pErK0ZekQLOtiI4SETI1fAT5dVhzbH0KLcICuXzGx9qXQVUeq5QEhRKQn6JTzCUdFXXlZUvR768GHweD0TgdF8zOatbp3o/AK0+EAn4epN11UrIxoCSUExAYbGCk0v96HVuYTFc7ESQioTILpQjr0il17JiJXI12qfZf2q5lEQQ8HgqG6JjtyztU7VPzS5UxQCadtHYNVOfn6CfOC/tzZOXxT6URS/L2zbd4+0lQuQUypFdIDdq++f1a4yiYnUMqBoPpvyViAdkF8lgb6Pya9klsaOtSIBcmYLzlxIhHzKFEgUylY4Xloxde4kQkpKYUvNmpHp85xU918OcQhkcJWIoodIl1XvHhBDx+cgqkMFRopJXPfbzS8a1o0QIiVCAzHwZJGKBqny+DHYSIVxsjd/ofJYvw8OcIi6mNPQIIuPlpqz+kiXPGIwXA0ueadCmTRu0aNECa9as4bY1atQI/fr1w8KFC80en52dDScnpyo1IbCUygj2XpYAklG9eZn18kVTVXS2qsjBqByYTr481ERdrIltBqqGXpam72vqdWLULCzVS5Y8YzBeDOyDARq8//77GDZsGFq2bIl27dph3bp1SE9Px7hx46wtWqWj/uJMVa+TwWBUHlVFZ6uKHAxGTacm6mJNbHNVoTR9z64Tg8FgMF40LHmmweDBg/HkyRPMnTsXGRkZaNy4Mfbs2QNfX19ri8ZgMBgMBoPBYDAYDAaDwbACLHmmw/jx4zF+/Hhri8FgMBgMBoPBYDAYDEapUMhkkMlkkEgk1haFwbAaSqUSACr08WX2IDSDwWAwGAwGg8FgMBgMBoNhBLbyrAJRf3shOzvbypIwGNUfBwcH8Hg8s+WYXjIYLw5L9JLpJIPx4mC+ksGoelS0XspkMijkxSAeACVBSYSsrCy28oxRo1EqleDz+RavPLNEL1nyrALJyckBAPj4+FhZEgaj+mPpF8GYXjIYLw5L9JLpJIPx4mC+ksGoerwIvawzrdSHMBg1Gkv0kkfqlDaj3CiVSty/f9/iuwmlJTs7Gz4+Prh7967VPiP+ImHtrd6Ut72W6lll66W1YOOlevOyttcSPSuLTr6s/VGRsD5gfQCUvg9K6yuJCPXq1asxfVyTxlRNaitQtdtbUTFsVW7jywDrv/JR3fqPrTx7wfD5fHh7e1f6eRwdHavFALUU1t7qTWW390XppbVg46V6Ux3bWx6drI79UVpYH7A+ACq+D9R6qX48rKb1cU1qb01qK/Byt9dSf/kyt7EqwPqvfNSk/mMfDGAwGAwGg8FgMBgMBoPBYDCMwJJnDAaDwWAwGAwGg8FgMBgMhhFY8uwlwsbGBrNnz4aNjY21RXkhsPZWb2paeyuamtZ/rL01G9YfrA8A1gdA5fdBTevjmtTemtRWoGa0tya0sTJh/Vc+amL/sQ8GMBgMBoPBYDAYDAaDwWAwGEZgK88YDAaDwWAwGAwGg8FgMBgMI7DkGYPBYDAYDAaDwWAwGAwGg2EEljxjMBgMBoPBYDAYDAaDwWAwjMCSZwwGg8FgMBgMBoPBYDAYDIYRWPKsirF27Vo0bdoUjo6OcHR0RLt27fDHH39w+4kIcXFx8PLyglQqRYcOHXD58mUrSlw+TLVXLpdj2rRpaNKkCezs7ODl5YXhw4fj/v37Vpa67Ji7vpqMHTsWPB4Py5cvf7FCViCWtDclJQV9+/aFk5MTHBwc0LZtW6Snp1tJ4qrHkSNH0KdPH3h5eYHH42HHjh1a+6ubTTDV3upoE8xdX02qg00wRU2zj4ZgNtN8H+Tm5iI2Nhbe3t6QSqUICQnB2rVrrShx5bNw4ULweDxMmTKF21ZZtn/NmjXw9/eHRCJBixYtcPTo0XLXWdVYuHAhWrVqBQcHB3h4eKB///64du2atcV6YRgaT9WJf//9F2+99Rbc3Nxga2uLZs2aISkpydpiVTg1QVd1qYiYuKioCBMnToS7uzvs7OzQt29f3Lt3T6tMZmYmhg0bBicnJzg5OWHYsGHIysrSKpOeno4+ffrAzs4O7u7umDRpEmQyWWU0u8KwxPaxPjQNS55VMby9vbFo0SL8/fff+Pvvv9GpUyf069ePG7RLlizBF198ga+++gpnz55F7dq10bVrV+Tk5FhZ8rJhqr35+fk4d+4cZs2ahXPnzmHbtm1ITU1F3759rS12mTF3fdXs2LEDp0+fhpeXl5UkrRjMtffGjRuIiopCcHAwDh06hH/++QezZs2CRCKxsuRVh7y8PISFheGrr74yuL+62QRT7a2ONsHc9VVTXWyCKWqafTQEs5nm++C9997D3r178eOPPyIlJQXvvfceJk6ciN9++83KklcOZ8+exbp169C0aVOt7ZVh+3/++WdMmTIFn3zyCZKTkxEdHY2ePXtWq+QsABw+fBgTJkzAqVOnsH//fhQXF6Nbt27Iy8uztmiVjrHxVF3IzMxEZGQkRCIR/vjjD1y5cgXLli2Ds7OztUWrUGqKrupSETHxlClTsH37diQkJODYsWPIzc1F7969oVAouDJDhgzB+fPnsXfvXuzduxfnz5/HsGHDuP0KhQK9evVCXl4ejh07hoSEBGzduhUffPBB5TW+ArDE9rE+NAMxqjwuLi707bffklKppNq1a9OiRYu4fYWFheTk5ERff/21FSWsWNTtNcSZM2cIAN25c+cFS1V56Lb33r17VLduXbp06RL5+vrSl19+aT3hKgHN9g4ePJjeeustK0v08gCAtm/fzv2u7jZBt72GqE42wVh7q7tNMEVNs4+GYDZTuw9CQ0Np7ty5WvubN29OM2fOtIZolUpOTg4FBgbS/v37KSYmhiZPnkxElWf7W7duTePGjdPaFhwcTNOnTy9znS8DDx8+JAB0+PBha4tSqRgbT9WJadOmUVRUlLXFqHRqqq5qUpaYOCsri0QiESUkJHBl/v33X+Lz+bR3714iIrpy5QoBoFOnTnFlTp48SQDo6tWrRES0Z88e4vP59O+//3JltmzZQjY2NvTs2bNKaW9loGv7WB+ah608q8IoFAokJCQgLy8P7dq1w61bt/DgwQN069aNK2NjY4OYmBicOHHCipJWDLrtNcSzZ8/A4/GqxR0kQ+1VKpUYNmwYpk6ditDQUCtLWLHotlepVGL37t1o2LAhunfvDg8PD7Rp08bkY2sMbaq7TbCE6mQTDFGdbYIpapp9NASzmYbHQVRUFH7//Xf8+++/ICIkJiYiNTUV3bt3t7K0Fc+ECRPQq1cvdOnSRWt7Zdh+mUyGpKQkrToBoFu3btXenzx79gwA4OrqamVJKhdj46k68fvvv6Nly5YYOHAgPDw8EB4ejvXr11tbrAqlJuuqKSyxi0lJSZDL5VplvLy80LhxY67MyZMn4eTkhDZt2nBl2rZtCycnJ60yjRs31loB3717dxQVFb1Ujwjr2j7Wh+YRWlsAhj4XL15Eu3btUFhYCHt7e2zfvh2NGjXiBpunp6dWeU9PT9y5c8caolYIxtqrS2FhIaZPn44hQ4bA0dHRCpJWDKbau3jxYgiFQkyaNMnKUlYcxtr74MED5ObmYtGiRZg/fz4WL16MvXv34rXXXkNiYiJiYmKsLXqV58GDBwCqn02wlOpiE0xRHW2CKWqafTQEs5mmx8HKlSsxZswYeHt7QygUgs/n49tvv0VUVJSVpa5YEhIScO7cOZw9e1ZvX2XY/sePH0OhUBisU32+6ggR4f3330dUVBQaN25sbXEqDVPjqTpx8+ZNrF27Fu+//z5mzJiBM2fOYNKkSbCxscHw4cOtLV6FUFN11RyW2MUHDx5ALBbDxcVFr4z6+AcPHsDDw0Ovfg8PD60yuudxcXGBWCx+aa6BIdvH+tA8LHlWBQkKCsL58+eRlZWFrVu3YsSIETh8+DC3n8fjaZUnIr1tLxPG2quZQJPL5XjjjTegVCqxZs0aK0pbfoy1t6CgACtWrMC5c+de6uupi7H2qlcK9evXD++99x4AoFmzZjhx4gS+/vrrajURrGyqm02whOpkE4yRlJRULW2CKWqafTQEs5mm44KVK1fi1KlT+P333+Hr64sjR45g/PjxqFOnTrVZUXP37l1MnjwZ+/btM/k+u8qw/TXNn8TGxuLChQs4duyYtUWpNCwdT9UBpVKJli1b4rPPPgMAhIeH4/Lly1i7dm21SZ6pqWm6aill6RfdMobKl6VMVcaU7WN9aBz22GYVRCwWIyAgAC1btsTChQsRFhaGFStWoHbt2gCgl419+PChXub2ZcJYe9XI5XIMGjQIt27dwv79+1/6FSbG2nv06FE8fPgQ9erVg1AohFAoxJ07d/DBBx/Az8/P2mKXGWPtdXd3h1Ao1FtlGBISUu1feFpRVFebYI7qZhOMUV1tgilqmn00BLOZxvugoKAAM2bMwBdffIE+ffqgadOmiI2NxeDBg/H5559bW+wKIykpCQ8fPkSLFi248X748GGsXLkSQqGQs+8Vafvd3d0hEAhqlD+ZOHEifv/9dyQmJsLb29va4lQa5saT5ku+X3bq1KlT7W1kTdRVS7AkJq5duzZkMhkyMzNNlvnvv//06n/06JFWGd3zZGZmQi6XvxTXwJjtY31oHpY8ewkgIhQVFcHf3x+1a9fG/v37uX0ymQyHDx9GRESEFSWsWNTtBZ5Pkq9fv44DBw7Azc3NytJVPOr2Dhs2DBcuXMD58+e5Py8vL0ydOhV//vmntcWsMNTtFYvFaNWqld4nklNTU+Hr62sl6V4uaopN0KQm2AQ1NcUmmKKm2UdDMJv5vA/kcjnkcjn4fO3wVSAQQKlUWkm6iqdz5864ePGi1nhv2bIlhg4divPnz6N+/foVbvvFYjFatGihVScA7N+/v9r5EyJCbGwstm3bhoMHD8Lf39/aIlUq5saTQCCwtogVRmRkZLW3kTVJV0uDJTFxixYtIBKJtMpkZGTg0qVLXJl27drh2bNnOHPmDFfm9OnTePbsmVaZS5cuISMjgyuzb98+2NjYoEWLFpXazvJgzvaxPrSAF/ZpAoZFfPzxx3TkyBG6desWXbhwgWbMmEF8Pp/27dtHRESLFi0iJycn2rZtG128eJHefPNNqlOnDmVnZ1tZ8rJhqr1yuZz69u1L3t7edP78ecrIyOD+ioqKrC16mTB3fXV52b8mZ66927ZtI5FIROvWraPr16/TqlWrSCAQ0NGjR60sedUhJyeHkpOTKTk5mQDQF198QcnJydzXJaubTTDV3upoE8xdX11edptgippmHw3BbKb5PoiJiaHQ0FBKTEykmzdvUnx8PEkkElqzZo2VJa9cdL+OWBm2PyEhgUQiEW3YsIGuXLlCU6ZMITs7O7p9+3YFtKDq8H//93/k5OREhw4d0vIj+fn51hbthVFdv7Z55swZEgqFtGDBArp+/Tr99NNPZGtrSz/++KO1RatQaoqu6lIRMfG4cePI29ubDhw4QOfOnaNOnTpRWFgYFRcXc2V69OhBTZs2pZMnT9LJkyepSZMm1Lt3b25/cXExNW7cmDp37kznzp2jAwcOkLe3N8XGxr64zigDltg+1oemYcmzKsbIkSPJ19eXxGIx1apVizp37qw1cVAqlTR79myqXbs22djYUPv27enixYtWlLh8mGrvrVu3CIDBv8TEROsKXkbMXV9dXvbJoSXt3bBhAwUEBJBEIqGwsDDasWOHlaStmiQmJhrUgREjRhBR9bMJptpbHW2Cueury8tuE0xR0+yjIZjNNN8HGRkZ9Pbbb5OXlxdJJBIKCgqiZcuWkVKptKLUlY9usqOybP/q1au5/m/evDkdPny43HVWNYz5kfj4eGuL9sKorskzIqKdO3dS48aNycbGhoKDg2ndunXWFqlSqAm6qktFxMQFBQUUGxtLrq6uJJVKqXfv3pSenq5V5smTJzR06FBycHAgBwcHGjp0KGVmZmqVuXPnDvXq1YukUim5urpSbGwsFRYWVmbzy40lto/1oWl4REQVv56NwWAwGAwGg8FgMBgMBoPBePlh7zxjMBgMBoPBYDAYDAaDwWAwjMCSZwwGg8FgMBgMBoPBYDAYDIYRWPKMwWAwGAwGg8FgMBgMBoPBMAJLnjEYDAaDwWAwGAwGg8FgMBhGYMkzBoPBYDAYDAaDwWAwGAwGwwgsecZgMBgMBoPBYDAYDAaDwWAYgSXPGAwGg8FgMBgMBoPBYDAYDCOw5BmjRtKhQwdMmTLF2mJYjdu3b4PH4+H8+fPWFoVRhYiLi0OzZs2sLQaDUS1h+mWeQ4cOgcfjISsryyrHMxjGePvtt9G/f/8Kr/fBgwfo2rUr7Ozs4OzsXOH1VySV1Qfm2LRpk9m+sZZsjBeHJeOAwahsWPKshnLixAkIBAL06NHDajJs3boVbdq0gZOTExwcHBAaGooPPvjghZx727ZtmDdvXqWeo6okqFhAwQAAHo9n8u/tt9/Ghx9+iL/++svaolY49+7dg1gsRnBwsLVFYVRTapp+7d27FzweDw8ePNDaXrt2bfj4+Ghtu3fvHng8Hvbt21fpckVERCAjIwNOTk4A2GTrZaMqxCsvOnb78ssvkZGRgfPnzyM1NdVgmbi4OPB4PIMx+5IlS8Dj8dChQ4dKlrRqs2LFCmzatMnaYtQIiAhdunRB9+7d9fatWbMGTk5OSE9Pt4JklrN582YIBAKMGzfO2qKUGj8/PyxfvtxsueTkZPTu3RseHh6QSCTw8/PD4MGD8fjx48oXUoOqMh+uKFjyrIayceNGTJw4EceOHbOKgTtw4ADeeOMNDBgwAGfOnEFSUhIWLFgAmUz2Qs7v6uoKBweHF3IuBqMqkJGRwf0tX74cjo6OWttWrFgBe3t7uLm5WVvUCmfTpk0YNGgQ8vPzcfz4cWuLw6iG1DT9ioqKglAoxKFDh7htKSkpKCwsRHZ2NtLS0rjtiYmJEIlEiIyMrHS5xGIxateuDR6PV+nnYjAqghs3bqBFixYIDAyEh4eH0XJ16tRBYmIi7t27p7U9Pj4e9erVq2wxKw0iQnFxcbnrcXJyYonyFwSPx0N8fDxOnz6Nb775htt+69YtTJs2DStWrKjwMSmXyyu0vo0bN+Kjjz5CQkIC8vPzK7TuqsDDhw/RpUsXuLu7488//0RKSgo2btyIOnXqVMv2vkhY8qwGkpeXh19++QX/93//h969e2vdqWnXrh2mT5+uVf7Ro0cQiURITEwEoJok9OrVC1KpFP7+/ti8ebPFWXA1u3btQlRUFKZOnYqgoCA0bNgQ/fv3x6pVq7TK7dy5Ey1atIBEIkH9+vUxZ84cLScbFxeHevXqwcbGBl5eXpg0aRK3b82aNQgMDIREIoGnpycGDBjA7dN9bDMzMxPDhw+Hi4sLbG1t0bNnT1y/fp3br757/eeffyIkJAT29vbo0aMHMjIyLG6zLkSEJUuWoH79+pBKpQgLC8Ovv/7K7Vc/fvLXX3+hZcuWsLW1RUREBK5du6ZVz/z58+Hh4QEHBweMHj0a06dP5x4NiouLw3fffYfffvuNWwGhOdm5efMmOnbsCFtbW4SFheHkyZNlbg+jalO7dm3uz8nJCTweT2+b7mNl6lUAn332GTw9PeHs7Mzp4NSpU+Hq6gpvb29s3LhR61z//vsvBg8eDBcXF7i5uaFfv364ffu2SfkOHz6M1q1bw8bGBnXq1MH06dO1dL1Dhw6YNGkSPvroI7i6uqJ27dqIi4sz224iQnx8PIYNG4YhQ4Zgw4YNWvvVd8QSEhIQEREBiUSC0NBQLT1R6+Lu3bsRFhYGiUSCNm3a4OLFi2bPz6gZ1DT9sre3R6tWrfT0JCoqClFRUXrbW7duDTs7O7N+T83x48eN6tqdO3fQp08fuLi4wM7ODqGhodizZw93LvVjm4cOHcI777yDZ8+ecf5P3SaZTIaPPvoIdevWhZ2dHdq0aaMlM6NqcuXKFbzyyiuwt7eHp6cnhg0bprWKwpJxfPXqVURFRUEikaBRo0Y4cOAAeDweduzYAQDw9/cHAISHhxtc0fX555+jTp06cHNzw4QJE8xO6teuXYsGDRpALBYjKCgIP/zwA7fPz88PW7duxffff8+tUDWGh4cHunXrhu+++47bduLECTx+/Bi9evXSKx8fH4+QkBBIJBIEBwdjzZo13D613/vll18QHR0NqVSKVq1aITU1FWfPnkXLli25OPfRo0d6dc+ZMwceHh5wdHTE2LFjtW58Wxrb/vnnn2jZsiVsbGxw9OhR/PPPP+jYsSMcHBzg6OiIFi1a4O+//9Y6r6kYXHfVYocOHRAbG4vY2Fg4OzvDzc0NM2fOBBEZ7WOG5fj4+GDFihX48MMPcevWLRARRo0ahc6dO6N169Ym9XTv3r2Iiorirkvv3r1x48YNbr/m+OzQoQMkEgl+/PFHrfPfvn0bfD5fb4ysWrUKvr6+Jq/z7du3ceLECUyfPh3BwcF6Pkg959u1axeCgoJga2uLAQMGIC8vD9999x38/Pzg4uKCiRMnQqFQcMeZm0saenXD8uXL4efnx/1Wj2NjdqZDhw64c+cO3nvvPc6vGeLEiRPIzs7Gt99+i/DwcPj7+6NTp05Yvnw5l9i0NLY9ceIE2rdvD6lUCh8fH0yaNAl5eXncfj8/P3z22WcYOXIkHBwcUK9ePaxbt47bb86mvnQQo8axYcMGatmyJRER7dy5k/z8/EipVBIR0apVq6hevXrcb/W2unXrkkKhICKiLl26ULNmzejUqVOUlJREMTExJJVK6csvv7RYhoULF1KtWrXo4sWLRsvs3buXHB0dadOmTXTjxg3at28f+fn5UVxcHBER/e9//yNHR0fas2cP3blzh06fPk3r1q0jIqKzZ8+SQCCgzZs30+3bt+ncuXO0YsUKru6YmBiaPHky97tv374UEhJCR44cofPnz1P37t0pICCAZDIZERHFx8eTSCSiLl260NmzZykpKYlCQkJoyJAhRuW/desWAaDk5GSD+2fMmEHBwcG0d+9eunHjBsXHx5ONjQ0dOnSIiIgSExMJALVp04YOHTpEly9fpujoaIqIiODq+PHHH0kikdDGjRvp2rVrNGfOHHJ0dKSwsDAiIsrJyaFBgwZRjx49KCMjgzIyMqioqIiTLTg4mHbt2kXXrl2jAQMGkK+vL8nlcuMXjlEtiI+PJycnJ73ts2fP5sYOEdGIESPIwcGBJkyYQFevXqUNGzYQAOrevTstWLCAUlNTad68eSQSiSg9PZ2IiPLy8igwMJBGjhxJFy5coCtXrtCQIUMoKCiIioqKDMpz7949srW1pfHjx1NKSgpt376d3N3dafbs2VyZmJgYcnR0pLi4OEpNTaXvvvuOeDwe7du3z2Rb//rrL6pduzYVFxfTpUuXyM7OjrKzs7n9al3w9vamX3/9la5cuUKjR48mBwcHevz4MRE918WQkBDat28fXbhwgXr37k1+fn6cjWAw1NQU/ZoxYwY1bNiQ+z1w4EBaunQpLV68WMs3+vv708yZM7ljLPF7pnStV69e1LVrV7pw4QLduHGDdu7cSYcPH9Y6PjMzk4qKimj58uXk6OjI+b+cnBwiIhoyZAhFRETQkSNHKC0tjZYuXUo2NjaUmppqtL2MymfEiBHUr18/g/vu379P7u7u9PHHH1NKSgqdO3eOunbtSh07duTKmBvHCoWCgoKCqGvXrnT+/Hk6evQotW7dmgDQ9u3biYjozJkzBIAOHDhAGRkZ9OTJE042R0dHGjduHKWkpNDOnTvJ1taWizsNsW3bNhKJRLR69Wq6du0aLVu2jAQCAR08eJCIiB4+fEg9evSgQYMGUUZGBmVlZRmsR207tm3bRgEBAdz2UaNG0eTJk2ny5MkUExPDbV+3bh3VqVOHtm7dSjdv3qStW7eSq6srbdq0iYhIKwbcu3cvXblyhdq2bUvNmzenDh060LFjx+jcuXMUEBBA48aN07o+9vb2NHjwYLp06RLt2rWLatWqRTNmzODKWKrjTZs2pX379lFaWho9fvyYQkND6a233qKUlBRKTU2lX375hc6fP09ElsXgumMnJiaG7O3tafLkyXT16lX68ccfzV4vRunp168fxcTE0MqVK6lWrVp0+/Zts3r666+/0tatWyk1NZWSk5OpT58+1KRJE26eqR6ffn5+3Bj+999/9Xxr165dafz48VryhIeH06effmpS5lmzZtGAAQOISDXHbd++vdZ+9Xjr2rUrnTt3jg4fPkxubm7UrVs3GjRoEF2+fJl27txJYrGYEhISuOPMzSV1YwAioi+//JJ8fX253+bszJMnT8jb25vmzp3L+TVDnDx5kgDQL7/8ojWn18QSf3vhwgWyt7enL7/8klJTU+n48eMUHh5Ob7/9NlePr68vubq60urVq+n69eu0cOFC4vP5lJKSQkTGberLCkue1UAiIiJo+fLlREQkl8vJ3d2d9u/fT0QqRy4UCunIkSNc+Xbt2tHUqVOJiCglJYUA0NmzZ7n9169fJwClSp7l5ubSK6+8QgDI19eXBg8eTBs2bKDCwkKuTHR0NH322Wdax/3www9Up04dIiJatmwZNWzY0ODkdevWreTo6Kg1SdZEM3mWmppKAOj48ePc/sePH5NUKqVffvmFiFSGFAClpaVxZVavXk2enp5G22gqeZabm0sSiYROnDihtX3UqFH05ptvEtFzo3bgwAFu/+7duwkAFRQUEBFRmzZtaMKECVp1REZG6k3QdINRtWzffvstt+3y5csEgDN2jOpLaSb3vr6+XEBDRBQUFETR0dHc7+LiYrKzs6MtW7YQkSo5HxQUpOWsi4qKSCqV0p9//mlQnhkzZugds3r1arK3t+fOHRMTQ1FRUVrHtWrViqZNm2ayrUOGDKEpU6Zwv8PCwmj9+vXcb7UuLFq0iNsml8vJ29ubFi9eTETPdVEzSHry5AlJpVL6+eefTZ6fUfOoKfq1b98+AkD3798nIiIPDw86c+YMnTp1iry8vIiIKD09nQDQX3/9VSq/Z0rXmjRpwt1E00UzeUZk+FqkpaURj8ejf//9V2t7586d6eOPPzbaXkblYyp5NmvWLOrWrZvWtrt37xIAunbtGhGZH8d//PEHCYVCrQnn/v37tZJnxmI3tb4WFxdz2wYOHEiDBw822p6IiAgaM2aM1raBAwfSK6+8wv3u168fjRgxwmgdRM9th0wmIw8PDzp8+DDl5uaSg4MD/fPPP3rJMx8fH9q8ebNWHfPmzaN27dpptVEzBtyyZQunq2oWLlxIQUFBWn3g6upKeXl53La1a9dytqQ0Or5jxw6tMg4ODlxyTxdLYnBDybOQkBAtuzdt2jQKCQkxeA5G2fjvv/+oVq1axOfzadu2bRbpqS4PHz4kANyCCvX4VM9V1eja859//plcXFy4ueP58+eJx+PRrVu3jMqrUCjIx8eHG3+PHj0ikUhE169f1zqP7ngbO3Ys2dracjdgiIi6d+9OY8eOJSLL5pKWJs/M2RlfX1+L5twzZswgoVBIrq6u1KNHD1qyZAk9ePCA22+Jvx02bBi9++67WvUePXqU+Hw+Nxf19fWlt956i9uvVCrJw8OD1q5dS0TmF5O8bLDHNmsY165dw5kzZ/DGG28AAIRCIQYPHsw9FlKrVi107doVP/30EwDV8+snT57E0KFDueOFQiGaN2/O1RkQEAAXF5dSyWFnZ4fdu3cjLS0NM2fOhL29PT744AO0bt2aexY7KSkJc+fOhb29Pfc3ZswYZGRkID8/HwMHDkRBQQHq16+PMWPGYPv27dxjKF27doWvry/q16+PYcOG4aeffjL6jHdKSgqEQiHatGnDbXNzc0NQUBBSUlK4bba2tmjQoAH3u06dOnj48GGp2q3mypUrKCwsRNeuXbXa9/3332stXQaApk2bap0TAHfea9euoXXr1lrldX+bwlTdDAYAhIaGgs9/7io8PT3RpEkT7rdAIICbmxs3bpKSkpCWlgYHBwduXLu6uqKwsFBvbKtJSUlBu3bttJafR0ZGIjc3V+v9LprjFTCvg1lZWdi2bRveeustbttbb72l9xgcoHpkXY1QKETLli219F+3jKurq56NYDBKy8usX5GRkRCLxTh06BCuXLmCgoICNG/eHC1atEB2djauX7+OxMRE2NjYICIiolR+z5SuTZo0CfPnz0dkZCRmz56NCxcuGJXREOfOnQMRoWHDhlpyHD582GgfMqxPUlISEhMTta6Z+iMwmtfN1Di+du0afHx8ULt2bW5/aWKm0NBQCAQCg3UbIiUlRe9df5GRkWX2GyKRCG+99Rbi4+Pxv//9Dw0bNtRr76NHj3D37l2MGjVKq6/mz59vMr709PQEAC374+npqde+sLAw2Nracr/btWuH3Nxc3L17t1Q63rJlS63f77//PkaPHo0uXbpg0aJFeuXLEoO3bdtWy+61a9cO169f13rUjlE+PDw88O677yIkJASvvvqqRXp648YNDBkyBPXr14ejoyP3WJ/uO7h1x4gu/fv3h1AoxPbt2wGo3mPWsWNHrccgddm3bx/y8vLQs2dPAIC7uzu6deumFxfqjjdPT0/4+fnB3t5ea5t6DFo6l7SE0toZYyxYsAAPHjzA119/jUaNGuHrr79GcHCw3mOZpvxtUlISNm3apHU9u3fvDqVSiVu3bnHHadoS9Wsrqut8UmhtARgvlg0bNqC4uBh169blthERRCIRMjMz4eLigqFDh2Ly5MlYtWoVNm/ejNDQUISFhXFlDWFsuzkaNGiABg0aYPTo0fjkk0/QsGFD/Pzzz3jnnXegVCoxZ84cvPbaa3rHSSQS+Pj44Nq1a9i/fz8OHDiA8ePHY+nSpTh8+DAcHBxw7tw5HDp0CPv27cOnn36KuLg4nD17Vu+FoqbapOl0RSKR1n4ej1fmdiuVSgDA7t27ta4FANjY2Gj91jyvWh718ZrbNOW2FHN1MxiGxr2hbepxo1Qq0aJFCy4Br0mtWrUMnkNX19Tb1HWbksXUeN28eTMKCwu1ghkiglKpxJUrV9CoUSOjx+qeuzxlGAxjvMz6ZWtri9atWyMxMRFPnz5FVFQUF/BHREQgMTERJ0+eRLt27SCRSErl9wyhlnX06NHo3r07du/ejX379mHhwoVYtmwZJk6caLYOQNWHAoEASUlJWhMUAFoTI0bVQqlUok+fPli8eLHePvXNP8D0ODakC6WhtDqiLqNJeWUYOXIk2rRpg0uXLmHkyJF6+9XyrF+/Xsv3AdAb74ZiQN1tlsaEmmUt0XE7Ozut33FxcRgyZAh2796NP/74A7Nnz0ZCQgJeffVVPbnU5ytrDM6oWIRCIYRCVUrBEj3t06cPfHx8sH79enh5eUGpVKJx48Z6H43THSO6iMViDBs2DPHx8XjttdewefNms+/f3rhxI54+faqVAFYqlUhOTsa8efM4HSmtb7ZkLsnn8/XKGXpnYlnsjDHc3NwwcOBADBw4EAsXLkR4eDg+//xzrXcnGkJzTjh27Fitd4qr0fwoREXKXNVhybMaRHFxMb7//nssW7YM3bp109r3+uuv46effkJsbCz69++PsWPHYu/evdi8eTOGDRvGlQsODkZxcTGSk5PRokULAEBaWhqysrLKLZ+fnx9sbW25lxA2b94c165dQ0BAgNFjpFIp+vbti759+2LChAlcRr158+YQCoXo0qULunTpgtmzZ8PZ2RkHDx7US8Y1atQIxcXFOH36NCIiIgAAT548QWpqKkJCQsrdLkM0atQINjY2SE9PR0xMTJnrCQoKwpkzZ7Suke7LM8ViMbvLxnhhNG/eHD///DP3MmFLaNSoEbZu3aoVZJw4cQIODg56AXhp2LBhAz744AO9lzBPmjQJGzduxOeff85tO3XqFNq3bw9AZSuTkpIQGxurddypU6e4YCEzMxOpqancHVUG40VQlfQLADp27IiEhARkZmZqvQQ4JiYGhw4dwsmTJ/HOO+9wcljq98zpmo+PD8aNG4dx48bh448/xvr16w0mzwz5v/DwcCgUCjx8+BDR0dFlbTrjBdO8eXNs3boVfn5+3ES9tAQHByM9PR3//fcft9Lq7NmzWmXEYjEAVEjcFBISgmPHjmH48OHcthMnTpQrtgwNDUVoaCguXLiAIUOG6O339PRE3bp1cfPmTe6pkYrkn3/+QUFBAaRSKQCVrtrb28Pb2xsuLi7lim0bNmyIhg0b4r333sObb76J+Ph4LnlWFk6dOqX3OzAwUC+JyKg4zOnpkydPkJKSgm+++Yazv8eOHSvz+UaPHo3GjRtjzZo1kMvlBhdcaJ77t99+Q0JCAkJDQ7ntSqUS0dHR+OOPP9C7d+8yyWHJXLJWrVp48OCBli8+f/58qc9V1nmdWCxGgwYNtF72D5j2t82bN8fly5dNzsUtOS9QMTa1KsCSZzWIXbt2ITMzE6NGjYKTk5PWvgEDBmDDhg2IjY2FnZ0d+vXrh1mzZiElJUXLOQcHB6NLly549913sXbtWohEInzwwQeQSqVad9KGDx+OunXrYuHChQZliYuLQ35+Pl555RX4+voiKysLK1euhFwuR9euXQEAn376KXr37g0fHx8MHDgQfD4fFy5cwMWLFzF//nxs2rQJCoUCbdq0ga2tLX744QdIpVL4+vpi165duHnzJtq3bw8XFxfs2bMHSqUSQUFBerIEBgaiX79+GDNmDL755hs4ODhg+vTpqFu3Lvr161fuftf9OiagMrIffvgh3nvvPSiVSkRFRSE7OxsnTpyAvb09RowYYVHdEydOxJgxY9CyZUtERETg559/xoULF1C/fn2ujJ+fH/78809cu3YNbm5ueteewahIhg4diqVLl6Jfv36YO3cuvL29kZ6ejm3btmHq1Knw9vbWO2b8+PFYvnw5Jk6ciNjYWFy7dg2zZ8/G+++/r/VIW2k4f/48zp07h59++kkvwfXmm2/ik08+0bJPq1evRmBgIEJCQvDll18iMzNT767+3Llz4ebmBk9PT3zyySdwd3fX+roXg1HZVBX9UtOxY0fMmzcPGRkZ+PDDD7ntMTExWLRoEXJyctCxY0cAgIODg8V+z5SuTZkyBT179kTDhg2RmZmJgwcPGk1G+Pn5ITc3F3/99Rf3uFnDhg0xdOhQDB8+HMuWLUN4eDgeP36MgwcPokmTJnjllVfK1SeM8vHs2TO9CaWrqysmTJiA9evX480338TUqVPh7u6OtLQ0JCQkYP369RYlRLp27YoGDRpgxIgRWLJkCXJycvDJJ58AeL7SwsPDA1KpFHv37oW3tzckEkmZ46apU6di0KBBaN68OTp37oydO3di27ZtOHDgQJnqU3Pw4EHI5XK9JynUxMXFYdKkSXB0dETPnj1RVFSEv//+G5mZmXj//ffLdW6ZTIZRo0Zh5syZuHPnDmbPno3Y2Fjw+fxS6bgmBQUFmDp1KgYMGAB/f3/cu3cPZ8+exeuvv14uWe/evYv3338fY8eOxblz57Bq1SosW7asXHUyTGNOT9VfiV63bh3q1KmD9PR0TJ8+vcznCwkJQdu2bTFt2jSMHDmSS+oa4ocffuBWYun6vt69e2PDhg1lTp5ZMpfs0KEDHj16hCVLlmDAgAHYu3cv/vjjD4tvhKnx8/PDkSNH8MYbb8DGxgbu7u56ZXbt2oWEhAS88cYbaNiwIYgIO3fuxJ49exAfH69V1pS/nTZtGtq2bYsJEyZgzJgxsLOzQ0pKCvbv349Vq1ZZJG9F2tSqAHvnWQ1iw4YN6NKli8EB+/rrr3OTTUAVoP/zzz+Ijo7WWpYJAN9//z08PT3Rvn17vPrqqxgzZgwcHBwgkUi4Munp6VqfkNYlJiYGN2/exPDhwxEcHIyePXviwYMH2LdvH5fg6t69O3bt2oX9+/ejVatWaNu2Lb744gv4+voCAJydnbF+/XpERkaiadOm+Ouvv7Bz5064ubnB2dkZ27ZtQ6dOnRASEoKvv/4aW7Zs0brToEl8fDxatGiB3r17o127diAi7NmzR28Zall44403EB4ervV3//59zJs3D59++ikWLlyIkJAQdO/eHTt37uSe/beEoUOH4uOPP8aHH36I5s2b49atW3j77be1rsWYMWMQFBSEli1bolatWjh+/Hi528RgGMPW1hZHjhxBvXr18NprryEkJAQjR45EQUGB0QChbt262LNnD86cOYOwsDCMGzeOC87LyoYNG9CoUSODK8P69++Pp0+fYufOndy2RYsWYfHixQgLC8PRo0fx22+/6QUkixYtwuTJk9GiRQtkZGTg999/5+6oMRgvgqqiX2ratWvHPY6lXo0OAK1atYJCoYBUKtV6dMxSv2dK1xQKBSZMmICQkBD06NEDQUFBWLNmjUH5IiIiMG7cOAwePBi1atXCkiVLAKh8/vDhw/HBBx8gKCgIffv2xenTp+Hj41PuPmGUj0OHDunFTJ9++im8vLxw/PhxKBQKdO/eHY0bN8bkyZPh5ORkcRJYIBBgx44dyM3NRatWrTB69GhOD9Rxk1AoxMqVK/HNN9/Ay8urXDdR+/fvjxUrVmDp0qUIDQ3FN998g/j4eK1VmmXBzs7OaOIMUK3G+fbbb7Fp0yY0adIEMTEx2LRpU6niS2N07twZgYGBaN++PQYNGoQ+ffogLi6O21+W2FYgEODJkycYPnw4GjZsiEGDBqFnz56YM2dOuWQdPnw4CgoK0Lp1a0yYMAETJ07Eu+++W646GaYxp6d8Ph8JCQlISkpC48aN8d5772Hp0qXlOueoUaMgk8kMPsasycaNG/Hqq68atBevv/46du3ahf/++6/McpibS4aEhGDNmjVYvXo1wsLCcObMGa2bTpYyd+5c3L59Gw0aNDD6uoZGjRrB1tYWH3zwAZo1a4a2bdvil19+wbfffqv1tBJg2t82bdoUhw8fxvXr1xEdHY3w8HDMmjVL61F5c1SkTa0K8Ig9MM4oJ/fu3YOPjw8OHDiAzp07W1ucGk/Xrl1Ru3Zt/PDDD9YWhcGo8ty+fRv+/v5ITk5Gs2bNDJY5dOgQOnbsiMzMTJMTFgaDwWC8XBw/fhxRUVFIS0vTekE44+WmQ4cOaNasmdl3YDFefhYsWICEhAS9F+EzTMNi27LBHttklJqDBw8iNzcXTZo0QUZGBj766CP4+flx7wtivDjy8/Px9ddfo3v37hAIBNiyZQsOHDiA/fv3W1s0BoPBYDAYjCrF9u3bYW9vj8DAQKSlpWHy5MmIjIxkiTMG4yUjNzcXKSkpWLVqFebNm2dtcRg1BJY8Y5QauVyOGTNm4ObNm3BwcEBERAR++umnCnnEkVE6eDwe9uzZg/nz56OoqAhBQUHYunUrunTpYm3RGAwGg8FgMKoUOTk5+Oijj3D37l24u7ujS5cu7D1YDMZLSGxsLLZs2YL+/fubfWSTwago2GObDAaDwWAwGAwGg8FgMBgMhhHYBwMYDAaDwWAwGAwGg8FgMBgMI7DkGYPBYDAYDAaDwWAwGAwGg2EEljxjMBgMBoPBYDAYDAaDwWAwjMCSZwwGg8FgMBgMBoPBYDAYDIYRWPKMwWAwGAwGg8FgMBgMBoPBMAJLnjEYDAaDwWAwGAwGg8FgMBhGYMkzBoPBYDAYDAaDwWAwGAwGwwgsecZgMBgMBoPBYDAYDAaDwWAYgSXPGAwGg8FgMBgMBoPBYDAYDCP8P5lPSXr6wKArAAAAAElFTkSuQmCC",
      "text/plain": [
       "<Figure size 1250x1250 with 30 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "data.drop(columns = ['Email','Address','Avatar'],axis=1)\n",
    "sns.pairplot(data)\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "M3rj0ycHI0oN"
   },
   "source": [
    "Identify the attribute that is most effective on the yearly amount spent"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {
    "id": "zFVkzroKJPbz",
    "tags": []
   },
   "outputs": [],
   "source": [
    "#convert gender column ot numeric\n",
    "\n",
    "\n",
    "data_clean = data.drop(columns = ['Email','Address','Avatar','Gender'],axis=1)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 595
    },
    "id": "Zc4ajcyoJIF0",
    "outputId": "3cac53fd-fa0b-4e78-b2c5-ca02b0cb3491",
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Axes: >"
      ]
     },
     "execution_count": 27,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "sns.heatmap(data_clean.corr(),annot=True,cmap='Greens') #correlation plot"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "AAeeHzd1M3Uy",
    "outputId": "a6d08b05-4889-4858-f14a-72f204ef19a6",
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "The attribute most effective on yearly amount spent is: Avg. Session Length\n"
     ]
    }
   ],
   "source": [
    "# Identify the attribute that is most effective on the yearly amount spent for the ecommerce dataset\n",
    "\n",
    "# Calculate the correlation matrix\n",
    "correlation_matrix = data_clean.corr()\n",
    "\n",
    "# Find the attribute with the highest correlation with 'Yearly Amount Spent'\n",
    "most_effective_attribute = correlation_matrix['Yearly Amount Spent'].sort_values(ascending=False).index[1]\n",
    "\n",
    "\n",
    "# Print the result\n",
    "print(f\"The attribute most effective on yearly amount spent is: {most_effective_attribute}\")\n",
    "#correlation_matrix"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "CakUoL5yWWPH"
   },
   "source": [
    "Realtionship between any three variables of ecommerce dataset, It can help identify patterns or clusters that are not easily visible in 2D visualizations."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 542
    },
    "id": "YwHyn6uBVFOG",
    "outputId": "46e6d013-9e05-44c7-d1a7-f70c3614b9a8",
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "application/vnd.plotly.v1+json": {
       "config": {
        "plotlyServerURL": "https://plot.ly"
       },
       "data": [
        {
         "hovertemplate": "Length of Membership=%{x}<br>Time on App=%{y}<br>Yearly Amount Spent=%{marker.color}<extra></extra>",
         "legendgroup": "",
         "marker": {
          "color": [
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     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Realtionship between any three variables of ecommerce dataset\n",
    "\n",
    "fig = px.scatter_3d(data_no_outliers, x='Length of Membership', y='Time on App', z='Yearly Amount Spent', color='Yearly Amount Spent')\n",
    "fig.show()\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "-ajKXa4GXjNi"
   },
   "source": [
    "Line plot with customized axis labels, a title, a grid, and different line styles."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 584
    },
    "id": "PO5eFFMSXrNU",
    "outputId": "abe66b5d-225b-401f-a5e3-1c08ec100eb8",
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Create a line plot\n",
    "plt.figure(figsize=(10, 6))\n",
    "plt.plot(data_no_outliers['Yearly Amount Spent'], data_no_outliers['Avg. Session Length'], color='red', linestyle='--', marker='o', label='Yearly Amount Spent')\n",
    "\n",
    "# Adding labels and title\n",
    "plt.xlabel('Yealry Amount Spent', fontsize=12)\n",
    "plt.ylabel('Avg. Session Length', fontsize=12)\n",
    "plt.title('Amount Spent vs Session Length', fontsize=14)\n",
    "\n",
    "# Add grid and legend\n",
    "plt.grid(True)\n",
    "plt.legend()\n",
    "\n",
    "# Rotate x-axis labels\n",
    "plt.xticks(rotation=45)\n",
    "\n",
    "# Show plot\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "colab": {
   "provenance": []
  },
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.12.5"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}