{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Lotka-Volterra 2D"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/kaizu/.local/share/virtualenvs/python-eSbFG-Wg/lib/python3.7/site-packages/xarray/core/merge.py:18: FutureWarning: The Panel class is removed from pandas. Accessing it from the top-level namespace will also be removed in the next version\n",
      "  PANDAS_TYPES = (pd.Series, pd.DataFrame, pd.Panel)\n",
      "/home/kaizu/.local/share/virtualenvs/python-eSbFG-Wg/lib/python3.7/site-packages/xarray/core/dataarray.py:1829: FutureWarning: The Panel class is removed from pandas. Accessing it from the top-level namespace will also be removed in the next version\n",
      "  'DataArray', pd.Series, pd.DataFrame, pd.Panel]:\n"
     ]
    }
   ],
   "source": [
    "%matplotlib inline\n",
    "from ecell4.prelude import *"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## The Original Model in Ordinary Differential Equations"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "alpha = 1\n",
    "\n",
    "with reaction_rules():\n",
    "    ~u > u | u * (1 - v)\n",
    "    ~v > v | alpha * v * (u - 1)\n",
    "\n",
    "m = get_model()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "run_simulation(15, {'u': 1.25, 'v': 0.66}, model=m).plot(legend=True)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## The Modified Model Decomposed into Elementary Reactions"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "alpha = 1\n",
    "\n",
    "with species_attributes():\n",
    "    u | {'D': 0.1}\n",
    "    v | {'D': 0.1}\n",
    "\n",
    "with reaction_rules():\n",
    "    u > u + u | 1.0\n",
    "    u + v > v | 1.0\n",
    "\n",
    "    u + v > u + v2 | alpha\n",
    "    v2 > v + v | alpha * 10000.0\n",
    "    v > ~v | alpha\n",
    "\n",
    "m = get_model()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "session = Session(model=m, y0={'u': 1.25 * 1600, 'v': 0.66 * 1600}, volume=1600)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "session.run(40).plot(y=['u', 'v+2*v2'], legend=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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7gLOHw3zmB0f5zav2sduaNFdFchqCAyptAypYPPilrovZtCCvGbOIBlVwKGdWmrfGxibhxE9cWZ8JpJQspJszi5nVpGu/uxcszjA8OJXgcz88CsDRxUzzE5/4rnq+/xZ40V+Av6/5uR3AA1MJdg2EqvlmfcEvrxXYNdinmIUvVBuDOXohCC+B+fsZu+DpfPGLXyQajeLz9d7yjZDJZAiHwwwODjY9R0rJo7MpXvHUXbz5+efytftn+NA3H+PDrzm0/sTkNPTvqn0+cp6qA6wtQnTUpVdgj6rVR5OaRSSg3hsym9jcCaXRZRV3IlukWJbr1NsaQy6bCfbSUGcQyhXJu778IEORAOGAl+PLNsEiNAD5BDzy1Y6tsRkenEpwye7abk9f8Etp6+JYOgJDB0DvjH1BtaOde4g9e/bwspe9jGg0WjXn6z3WP3bv3s2v//qvEwo1t4qYSeRI5UpcOBFj92Af1z17H/9+7xS/mNswlzo5tTlYQNdTUfq9stFEUCMatDYSudXNGguN2CSU84pxdwGNBHka8bCf1WyxZobYZvS2WWcQ/vmnx/n5iVU+cs1T+cT3n+TY0lrjE3MJmL4HnvN2lT645x/hKa/p7GLrkMoVeWJxjVddtrt6bMhiFotrltp26XEYu3j9N44frKYMzjvvPM4777yOrPd0xWOzKihcMKGms73+yr18/HtPcNfRFc4fj9VOTM7A+CW1z0fOV8+Lv4B9z+7Ucjeh5jjbhFlYwcKTT8BQk/Rs/RCk8FDb12iHVsFiMBxASkhmi8SbpNq2gx6zOEOwlM7zN7c+ylXnDPNrh3azdyjMsWbM4uidICtw4Gq47P+Bo/8Fy090dsF1eGha5WHrmYXeHS6lC1AuwsrR2g5WY+ISZSyoWyF72BYerQYLFRjG+0MIAbPJujkQ5SKk56C/Ftjp3wO+vloTQpegmUUjUR7UgoU3b5OGAvUau4BGvlAaVX8ol1JRvWBxhuDOw4skcyXe8ZILEUKwdzjMyeVsY8r6xHfBH1ZK6EOvA+GBez/f8TVr6E6oxmmovAoUlVKtuF096Vz1vNxCE9CDMR6dTbJrIMRAn7op+b0eRqJB5uqHBqVmAbk+DeXxwMi5tSaELmEpnScc8BIONE6o6DSUr5hsnobSwrz0vBtLtIUdswBc01r0gsUZguNLikVcYKULzh4OUyhX1u8KNZ74Lux9FvgC6qI/94Vw3z91bVTpg1MJJvpD6y6QSMBL0OdRHS56Kp4ODhrxfep5pRcs2oHHZlNVVqEx0R9a/x7SGov6YAEqkHe5ZrHYxOpDIxL04qOEv5xtziwiVoG+S8xiIZ0n6PMQC24OePHqTIses+hhGzi+nGEsFqQvoNoD9w5FADbXLZLT6qI+55dqx572m8ri4Mi3O7PYDXhgQ3EblJfPSDSoUgs6vTHSJFjsIGaRzBUplE49zUexXOHIQrpar9AY71cT5qrQGouNwWLkfFg5BsUGm5MOYWmtudUHQDjgYwDremjGLIIxlVLrVrCwBHmN2sC1k26PWfSwLRxbzrB3uGbopj/WjKOKJywL7XN+qXbs3Beo59n76TTS+RJPLK5x6e7Nfe/D0QBLa3l14frDDewZYmonuEOYRbkieelH/4u/+voj3V6KYzyxsEaxLLlwI7MYCG4IFk2Yxch5gKzNHOkCFtOFTXMs6uH1CMb81mtpprMQAqJjXU1DNRMVDvaYRQ/twInlDGcN1YLF5EAIv1dsLnI/8V1lwjd2sHbM36doeReUqw9PJ5ESLtndv+lrQ5GAYha5FgXJ+P4dwyzuO7HCyZUsdzzanV3pdvDorGoyaJSGWskUyRUtN4DUjArcG/8f1Y6o7tUtFtN5RmOtu4TGAjpYNNebEB2Hte4Fi0bqbYD+kA+vR3SvwC2E+A0hRMz6+M+EEP8mhHiaK6vpwRXkimVmk7lq6gnA5/WwJx5ezyykVMFi/3NregWN2GRX3Da1F1FDZhEJqgJ3LgGhzcEEUKmolWMurtAc33xYBYkTy1lOtNK47EA8NpvC5xEcGI2uO65HeM4nrRZmrbHYmCbRNixdChaVimR5rTWzABj3WVPymqWhoLvMool6G1RqNh72s+zStDwTZvG/pZQpIcRzgF8BPgd8zO6bhBBnCSG+I4R4RAjxkBDi963j7xFCTAkh7rMeL637nj8VQhwWQjwmhPiVuuMvto4dFkK80/nLPLNxciWLlHD28HoV9tlDYY4t19Uslp+A9KwKFhsRG+9Knvbh6SSjsSBjDeYKj0QDLK4VkLlE87TB0H5InoSSe8pWU9z+8BxnDan/wQ+PLHZ5Nc7w2GyKc0YjBHzrbxl6HGm1yL1Rva0RiCh1fZeK3Fqs1qrADTCig4Uds+jCtVAsV1heKzAabS6cdNNM0CRYaLe5XwU+JqX8D8BE8VEC/lBKeRFwJXC9EEKrpj4ipTxkPb4OYH3tWuAg8GLgBiGEVwjhBf4BeAlwMfDaup/TgwH0LvbsofVDaPYOhzm2lKkNzUmcVM96F1iP2GRX0lAnVzLsHWo8PGc4GqBQqlDJrjYPFvH9SjOy2mQGRodwZCHNEwtr/I/nnMNoLMgPDi91dT1O8ehsigsnNrO3if5GwWL3pvMAVbfoUrBYshHkaQx5LcbXamxqdBwyS0pT0kFonUgzZgHaprx7wWJKCPFx4DXA14UQQZPvk1LOSCnvsT5OAY8ATd5FALwSuFlKmZdSPgkcBq6wHoellE9IKQvAzda5PRhCdzydXZeGUp+HSeVKtelamlpHJzb/kHpPnA5iJpFjcqNRnQWdUqhkbZgFdL3IfbuVgvrli8d51oFhfnhkadNku52KZK7I1Gp2U70CYNxiFnOJnBpwlJqpTZTbiJHzVZtzF173oo0gTyPuMUlDWe2zawvtWJox5huMU92Ip+4ZZP9IpOnXtwOTYPEa4DbgxVLKVWAI+GMnv0QIsQ+4DNB2jW8RQtwvhLhRCKFbWHYDJ+q+7aR1rNnxjb/j94QQdwkh7lpY6Ow/sSGyK5BPd3sVABxfzhIOeDd54uwdttpndf5cU+tog7Gl0QmoFCGz7OZS16FSkcwmcuwaaEy79YUvWqWh4law6HKR+/aH57hkdz+7B/t49oERFtN5fjG3M94fdnjcWucF45uDRSzoo8/vVcxibUGJIxuloUDpYArprtS+Fg2ZxYBYI0dAeYs1Q1WY19lUVCtBnsafvexiPvDfn+LK7zdhCBlgHniOdagEGFephBBR4F+Bt0kpk6h6xwHgEDADfEif2ujXtzi+cZ2fkFJeLqW8fHS0e86WgBKvffIF8B/Xd3cdFo4vr3H2UHhTb7Zun61qLdJz4A02vvF2YVj90lqBQrnCZLNgEQkCEk8h2TxYRMdUd87KUdfWaYeFVJ57jq/wwovU3/BZ5w4Dp07dQrfG7mrA8IQQTAxYwryqxqJZGqrOI6rDME1DDZAmSbTlOd1ScZsECzdh0g3158A7gD+1DvkBI+8HIYQfFSi+IKX8NwAp5ZyUsiylrACfRKWZQDGGs+q+fQ8w3eL4zsXDX1b95Ee+3TXVcz2Ob2ib1dA1jGpHVHpOXQiNrJernjidq1vMJFRKoGkaKhqgjzweWW7dFx/f19U01B2PzCElvPBidZPZEw+zdzh8ytQt9K682U1qvN+y/EhaG4lmzKKL7bNLawU8AgYtq5JmiMo1krJxjax2ksW8uxQsmrnmug2TNNSrgFeAkjZKKaeBzXx0A4Taxn4aeERK+eG64/UJzVcBelDyV4BrhRBBIcR+4Dzgp8DPgPOEEPuFEAFUEfwrBuvuDqSEO/8WPD415nPmvi4vR3J8ObOpuA1qyPt4f3B9Gipm4LbZIUyvWjvagcbBYigSoB+DgmSXtRa3PzzH7sE+LpqsXTbPOjDMT55YolTe+WruhVQej6g5/W5E1fKjKshrwixiE0r93AWWt7RWYCgSwONpPYMiItOsyDCVVjbfER0sOpyGSucZ6PMT9DWY4NcBmASLglSVOAkghDCtnjwbeD1w9YY22b8RQjwghLgfeD7wBwBSyoeAW4CHgVuB6y0GUgLegqqbPALcYp27M3HkDph7AK7+3+pzPUSoS1hI5ckVK+vU2/XYOxypYxbzNYq9EdHOp6FqzKJxGirk9zIZtPr7g010FqCK3CtHu1JYlVLyoyeWeP6Fo+vSgM86MEIqX6rqSHYyFtN5hiJBvE1utOMDIeaTeWRyCrwBCA83/kFdVD+vZgpVA8RWCJfTJGSETLHFyGF/SG1OusAsupWCArN5FrdY3VCDQojfBX4blT5qCSnlnTSuN3y9xfe8H3h/g+Nfb/V9Owp3/i3EdsGVb4YHvghPfg+e+0ddW44ecNQoDQWwdyjM9x+3GgLSc3D2lY1/kD9kqbg7t5uaSeQI+DxNx2AC7OkrQA4bZrEPSlmLOTXo9HIRK5kimUKZc0bW58GvOqDrFktcdna80bfuGCyk8i1THxP9IQrlCoXlEwRjk5sFnfXokkZhZa1YNdprhVA5SYIR1vKl2jCkRoiMdaXA3Uy93QmYFLg/CHwJVXu4AHi3lPLv3V7YKYmTd6vZD1ddrxxb9z8Pjv+kq+Zpx5Yaayw09g6HmUvmyeVyqne8GbOAjqu4p1ezTA6EWs7OngxZPeWtRFRd7IiaWlHsaHd8fSptJBpk/0ikar++k7GQLrTc0WqtRWl1qnm9QqNbzCJbrHontUKwmCIpI6TzNrXG6HjHX8d8Km9boHcTRt5QUsrbpZR/LKX8Iynl7W4v6pTFD/5W7XCf/lvq83Oep0YwdnHA+/HlDELAnnjjvP/ZVvvs9JRlidGobVajwyrumUSuab1CY9zO+A26qrWYWrWCRYMi/Xh/sFo8XoeZ++HHH1Ms9Xt/A0d/4PYyW2IxlW8481lDay1Eqol6ux5dYharmULVlbUpKhV8pTRJIqzZBovOMgspJfOpHOP9OzANJYRIUWtdrU/2CkBKKVskiU8vlCuSN950N1cdGOZ3nrO/+YlH74SLXqHcTgHOvgqEV6WiznleZxa7ASeWM0z2h5oWxc6ygsji7AnOgcaCPI3YpHqNHcLMapYrDzTJf1sYNQkWA2epAU5dYBbTVrBo1HY6Eg1WpwCuw5euq83oANVF9JafubXElpBStvQjAs0sJIHMnFmwyC4r+xVf57p6VjIF+1Gj+QQCScKUWXRQlJfMlcgVK1Uvrm6gKbOQUsaklP11z/31n3dykd3GT55c4luPzPEXX3uYv7ujSdtfIaMugvje2rFQP+x+es32uws4tpzh7CbFbaj1nedXrfRSyzRU51TcJWswkx2zGPKqm3El0KJBzxeAgT1dYxZ9fm/DXe1oLFhth6xi6YgKFC/6S/hf0/C8d6pW03yqQytej1S+RKFUaZn+GI0FiYs0vkpe1etaQTPXDt5oc8UyuWKFQTtmkV0FIEmYtXyLAjeo15FPquu+A5i3tC6NPNLW4ef/Avf8oytrMNFZnN3o4cpqdii+/sAMIb+HXzu0iw/f/gs+eNtjm60aqm2De9YfP+d5MH1P1+ZAN2ub1dAq6HKyhXpbo4Mq7vlUnops3gmlMejJkJUBVos2b+X4/q60bE6vZtk12LjuMhINks6XyBbqbky/uE09X/RyZb63+2mAVKmpLsBECOb3erggYt007RoIuqB+1l5JtgVu6xpNyAiZggGzgI5ZlevZ27YF7vu+APd+wZU1mNQs/rPucQfwBPANV1azA1GuSG59cI6rLxzjw685xLXPOIv/7zuH+cJPNhjTafXqwIYe8/3PU0Z2x37YmQXXIVMosZDKtwwW4YCPkN+DaGX1odFBFbdum7VjFv1kSBJmea1B7r8e8X1dS0M1SkFB7Qa8rm7xi1th9MLalL/JQ+q5S3qdxZSZ8vmcsBUsIjbuCV1QP69Ylt12gjxyilkYp6GgY69Dq+ht01D5ZC0N3maYdENdWvc4D6W47lziusv46ZPLLKbzvPTSSTwewV+96lIunIjx1Z9vEJE3szrY8wzwhbqSijqxrG64uojdDMORIL7MvJo018oTRxvEdUCYpwV5dswiIjOkZLhqFNcUQ/shswi5BjUCFzG1mm3aXKCLxnrXSD6lNhXnvah2UmxcpXam73V7qc+OrWYAACAASURBVA2xYKPe1tgXtCxjWm026r/eQWahLbttu6GsNFTCqMDd2Vncc0lDZpFPdS9YbITlJPsMF9ayI6FTUFdfqN7kHo/gueePcu/x1fXpg0STYOEPqYDRhY6oqsaiyc1KYygSIJhfbF2vgJq6uwOWH1VBng2z6KukSBKu2jc3xYDlGJPsnFNMrlhmMV1oyo42MYsj31FpvvN/Zf2Juy6D6W4zi9Y32l1+yxTRlll03ipDz6SOR8yYhWqdtatZdDadNpfMEQ36iLTSfkB3g4UQ4u11jz8SQvwTsANsXd1HuSL5xoOzPP+CMcKB2j/pWQeGKZQr/OxoXe4+eVKNI/U32AlPXArzjygL5w5C33A39vhvxFAkQKSwZLAr7Fwaano1RyTgpT/U+uIIlNIkZUTN4m6FqrdVZ1t/oXEnFNRSO9Ui9+O3QXAAznrm+hN3HYKlxzvOikAxC69H2Ob7J7wpitJLzmdzo/IFlSZmR9Ys1N+3FIjZM4vwCCAg3Zlb4UIqz5hJ22w+1Xxq5DZhwixidY8gqnZxRsyT0CmoX33Ken/+K/YP4fMIfnikzgguMbW5XqExfolSEHc4Zz6XzOH1CNtRksORAP3lZXtm0UEV90wiy+RgX0tBHoCvkCSJQRqqC7nyZoI8Dd1csJjOQ6UCj98O514N3g07YF23mO18kXsxVWDYwFNpiFWW6GcuZTB4p8Nai0TWqlnYdUPlkyA8iEDUPlh4fRAZ6SizGI/Z1CvKJShmWlvfbAO2dh9Syve68ptPAWxMQWmEAz4uO3twvcV0cqqmFN6I8YPqee5BGDnXpdVuxlxSiamaefpoDIX9DFVW7IMFdEzFPZPINbUmr4fIJcj7DtgXuKvpj04aITYX5IHqIhqKBBSzmP25uvGc/+LNJ+6ygsX0fbDvOZu/7iLsNBYaA+VVZmU/6USuOielKTqs4l5ZKxAOeO0N+HKqOBzx+e0L3NBRFfdcKsfT7Wxh8hbz7GIa6nYhxGDd53EhxG2urGYHoVKR3PrQ5hSUxrMOjPDAVIKEnjLXilmMXqjEeXMPNv66S5hL5qrq2lYY7yvSJwoUwwZzQLTWwmVMr9prLJAScglK/ph9zSLYrxoNOrijnVrNIkTrDpaRaEAxi198ExBw7i9vPik6pmphXShyL6bNLCYipWUW5UBtvGordJhZrGTMfKFUJ9EAkaCXTMEgZdwhFbeUkrlk3l5jobU4XSxwj1oT8gCQUq4ANsntUx8L6TwLqTzPaqIgfva5I0gJP3piSf2T8onm1sz+kJo/PNdZs1xFXe0v9F1etSNJ+VqrpQEVLFy+QPKlMovpvG0nFMUsVIrI4IB9sBCi434+U6tZxmMhAr7ml1lVmHfkDiXgjIw0PnHXZV1pnzV1OvXnllmkn+U10zRU5/4Pq5mCfQoKFLMI9RMJ+HYUs0hmlTDSqBMKuhosyvUiPCHEXhpMqjvdUPX0aZJvPnTWIH1+r0pF6U6ogT0NzwVUKqrjzCJvZA8w5lHBYtVj4H6qmUXFvTkMcwmVUrJlFpaISvQNsGiXhoKO72i1IK8VRqJBVW9ZOQZjFzU/cfKQUnZ3sMgtpTRjFlLiySywJAeqnUctER2D4lrHxg6vmAaLfBKC/USDPvuaBajOr/Sc644GcylTjYUOFt0rcL8LuFMIcZMQ4ibg+9Sm5p22aOXpAxDwebhi/5AqcidPqoOtfHHGD8Lq8Y4puXPFMolskQmDNNRwRXV1LdHCuVVDq7iz7qm4p23mWFRh/S294UF7ZgHqJtVBi/VWgjyN0WiQpVRWKYFbqZ913WLm521cYWskskWKZWnPLAppRClH2hevahpaosNtp6sZM8dZcgnFLEyDRXRcGYW6fE1rQZ45s+hSsJBS3go8DfgX1HCip0spT/uahV2wANVCe3g+TXLuqDrQLA0FMH6pep57uE0rbA3jNxgwUFlR3yMNgkUHJuaZaix0Qc8XHiSRLVJuNd0MOsosKhXJ9GrOtm15JBYkXFxRKv9WDQZdUHIvps00FjoVkwsMmzOLuu9zGysmjrNQZRaRoM9eZwF1lh/uts/OW4I8I/U2dLXALYAXA0+TUn4VCAshrrD5tlMe06s5YiEf/aHmb7Jnn6vyy1PHDwPCnllAx1JRc6ZvMCBaXKIgvcwWDBwtO6Diro5TdcAsANI5m91gbKLmeOoyFtfyFMqVpp1QGqPRIGNitba+ZoiOKt+xDorz5g18oQBYU12Bxb7hHccsKhVJImtY4LZqFtGg15BZdEaNrtNQtjqLbgcL4AbgKuC11ucp4B9cWc0OwtRq1vZCv3iyn1jIR2bhmLoANvbH16N/l9IodCxYqDeYSRoqkFtgiQGWMgYXSAdU3DOJLAN9/oZdaOtgBYtARNVakjmbXW0HHU/t5odrjMSCjAnF7FrawwNMPhVmH2jH8oygtSutZlkAVTO9cni0KoBriQ5qXpK5IhVpYPUh5TpmkS2W7ZmqbkbILLU+b5uYT+aJBX3218MOKHA/U0p5PWp4pe6G6pwRfZdgkm/2eASTAyH6srPN22Y1hFBK7g51RFWNx+yEPIBIz7PiibNslPd3X8U9a6ix0PYMwZgKFik7ZhF1P9Bp2AnyNNYzCxudy/A5sHrM1eaCepg4zgLV4OuJjFZN+1oiPKRayTvALFa11YddGqqYhUqp2g0FsGbnPKtnja8ttj5vm5hL5szV28Kj3IpdgEmwKAohvFgdUEKIUaAz79YuwqSTBZRVRn9hoXW9QmP8oKpZdOBin0vmCPo89PcZjFlPzZH0DrNk0vbYgWH1dmM8q7CYRSimLtqUKbPowI7WpOYFMBILMIZmFjbBIr4PSrmOCQsX03n8XsGAnVurZXnhjY2apaE83lonkcswtvqopnD6q/5LGbu6Rd+QenbZsn8+ZdbVWPWFsnE92CpMgsXfAf8OjAkh3o9ynP0rV1azQ5AplFjJFG0vdFBWGcPlhdZtsxrjB1XLYAeG8Mwl80zYzK+uIj1HJjhsr4LWiLorzFsyFIKRS4A3SDSidlLmzML9m9TUapZo0GfrbTUcCTLuWSXrG2jt+As12/IOzeVYSOUZjgTt30Nr8xAaZCAaYa1QplAy2Ax1SMWtmcWAHbPQLckhJcoD7LUWvoDqPHI5DTWXzBk1qigFuntz6Uy6ob4A/AnwAWAG+DUp5RddW9EOgM4329UsAHaH8vSRM2QWl6jnDqSijLxkQJkbZhbJh0bNBFXg6oWue/uH7UZgQrXVMWY1IaTyNswi0jlmoWtedjdar0ew25ckYSKI1HYyHQoWi4ZWH6wtQHSsmuoxLnLvUGYRtZiFUZE7PORqsJBSMm+ol3JzlgW0CBZCiCH9AOaBfwb+CZizjp22ME0hAOz1qXxzyW6cJFi2H56OBQujPOfaIsgKlfCoWRoKrAvdHWaRKagRmCOmaajQADFr927LLHwBlTroiF2JWRoTYMKTYAkDQaSeJd5BZmHbNgsqDRUZqxaRjdtnOxC0V0xrFlorEYxV01BmwWLY1WCxmilSKFfsrT7AVXtyaG0keDeqTtFoaySBc1xZ0Q6Ak2AxKdQbJekfwzaCBsIwdMD1jijtJfOCiwzeYNUJeeOkcspWoJU9BWBZfsyrDpI250d1b785s3AQLKBjO9rp1SyHzjLQrQCjLHO/3MNBuxN9AdU+2yH34sV0noO7DNIaawswfrC6ezfriBpT6atKBTyOx+oYYzVTwCNo2QIP1JhFqJ9oSb2fjCw/wsOuBj3dvjxuWuAOu7ePbxospJRNLFRPf0yvZvEIjHyVxqTqhFjyjdoHC4DRC2Dx8e0t0AapfIlsscyEyW7E2hX5YspEcCVTsKe80TFlhVxIt30no9s1zWoWSQgNEPR5Cfg8JLM7Y0ebK5ZZyRTNOrqkZLC8whQDZj88vrcjzKJSkSymC2b/h7V5iD6/aqlhnIaqlCC7AhGDFNwWsZIpMNDnt7VYr9Ysgv1EvIbdUKCCxfyj21xlc9TEtYbMQte1XIBRSBdCvEII8UHr8TLXVrNDMLWaY6I/hM9r/+eJl+YpSi/zFbNdJEP7XW9/nEsYinhAXaxAuF9dsGa2Gbp9tv079Jpq2DwNBdAf8pE0YRYdMELULadGF3hmGR8ljhZiSBOPofi+jgSLVUsRb1uzKBXU/yEyStxig6uOVNzu/i8cOc6CZfehC9wGKm6X01C12dsmzKJLNQsNIcRfA78PPGw9fl8I8QHXVrQDYKKx0Ijl55gjzqKJoA060v7oRL2tg0VkUDELM9dQ9y50HayGTXLldcEiFvLbt85CzVbaRfM307nVQPV9MFMeIGWS9hjar3byhbXtLNEWCynDoK0FjpHRal3ArGbRmc40R46zCAjEqjqLjGkaqrimdBouYN7JxsPlmoUJs3gp8EIp5Y1SyhtR1h+/6tqKdgCmE+bBoi87y4wcMu8k6kBHS1W97SBYDAwpNarteFKoG1Ha/oBXrVk4DhY+85pFKVfbSboAYzEbVIvt83KwNl61FTrUPmvM8OqCRZ9fpQOdWX64mxI0NhHUu3KPh3DAixAOCtzgGruYTyrbob6AzeAml6fkgWEaCtbZkRomV09NVCqSmdWccbDwpaeZk8Nm6RvoyMVu7CUDKlj4+ogPqH+x8TwCcOVCX0rniYV89lPNijnl+LkuWDjZ0booKtxKsCDO4g4KFrrJw7buooNFdAwhBPGw37zADR1gFkVDe/JU9UYrhLBmWhimocC1YGE6ZoCCu1YfYDBWFaWvuFcI8R1UZ9RzOY0tymsGcGbFSZGaZdV3iXnbqW5/dLGjZS6hdiO2XjIA2VXoizPY58cjDINFXxw8fldaUBfTBXsvIqhrdVQXeCzor7pztoQOFqlZNZDKBcyn8ghh2NGVrmMWaZNg0RmthZ7nYmsTX2UWipnGwwGzNFSHJhcqx1lzzY5GxNRM0O1gkcqZd0JBd4OFlPKfhRDfBZ6BChbvkFJ2bpBxh6E9fYyYRT4JpSzZ0Ii5+tkXUGpvV9NQebMUFCh/pb44Ho8gHg6YBT0Xp84tpvPmKShQ5ow4TEOBqzcppXwOGDVIkJqjEuwnlwuapaH64hAccD9YrGQZiwXtGZ5+D1iCx8Gw3ywNJYTrnWn5UplMoezInlwjEvSRNu2GAtcsP+aTea7Yb9BnmasV6N1C02AhhHjahkPWhB92CSF2SSnvcW1VXUTNHtsgWFjdQPnQmHkaCqyOFheZRSpnRl1BpaH6lCBsKBIwMxME1+YPL60VOG8san9iNVhY3VB9Dgrc4HoayqibCyA9i4hN4E2Jap2gJYRQ7bMuay2mE1lbE0RAMQtfX9W8Lh4O8Pi84QQ8lzUvuivLbPBRsvbeAPNpeS4yC+1mYJTO7DKzuAt4CNB+zvWNyhK42q1FdRNOBHn6jV6JjrG86iRY7IfHvr6V5RlhLpHjyiazwzchuwJDSl85FAmYF+pjE2ryX5uxmM5z5TkmO6n1wSIW8rFWULbS3lY99X1x8AbcZRamFzhAag4RHWc4EjBjFqA2G/OPbHl9JphayXLJboPy5NqCmrVhiTMHwwEzZgEqWCwd2cYqW8PY6gMUsxg+t/ppJGAYLPoGAeFKsFgrlMmXKmbpTJen5EHrAvcfAgkgC3wGeLmU8vnW47QMFGBuAAdUbzie6LjZrlAjvk9dZC7MIK5UJPMpB2moOmYxHA2YdUOBK8yiWK6wmima7crzG4OFSjXYDkCqptDcCxaLKSfBYgZiE4z1B6stz7aI73NVq1Od8me0YZpXDrJ6aWE/q5mimWbEJXaqoe3SjdJQ1uAjDVWzMChwe7zq+nEhWCxVOwMNNRbQndZZKeVHpJTPAd4CnAXcIYS4RQhxyLXV7ABoTx8jt1arwOsb3EUyV6JYNrx4XexoWc4UKFXk1tNQxv5QE8pXqmyoLzGA/t1GF0cDZgEGA5DA1ZuUlJIF02AhpVpHdJzdg33VorIthvZDueDaTJHFtNXkYZSGWqwZNKJ28aWKNNOMRMddnVyoGY556+z6moWRghtUKsqFmRaLTjRHHUhDmbjOPgn8B/BN4ArgfJMfLIQ4SwjxHSHEI0KIh4QQv28dHxJC3C6EeNx6jlvHhRDi74QQh4UQ99fXTIQQv2Wd/7gQ4re28kJN4URjQXpOWWQPqJTPiumNdsi9jhZHis9iVmkOqsEiWFXu2iI6Bsi2Tp3T7GzUUYG7puAGJ/5Q7tQsElnL+M1ERJVLqL9/bJI98TAnVzLmKm5wre510gpaRsxibb42MQ5qlh8mQ5BcnmG9Uq1Z2A0+yqngG9oQLEwCHrim4tbMYiTihFl0IQ0lhDhHCPG/hBA/Ad4L/By4UEp5i+HPLgF/KKW8CLgSuF4IcTHwTuAOKeV5wB3W5wAvAc6zHr8HfMxaxxDw58AzUcHqz3WAcQPTDjQWpOcgNl7dCS861lq0/2KvBQtzQV41DRUJIKWpEVz7p87VdlKGzMLjB7/6X1VtyrvMLBxpLPQaYhPsifeRK1bMmJ3LWgvTKX9UKmpHHV3PLMDpe8id/8VW7Mk1okGfmZEgqGDpQjfU0ppTZiFcm5IHrZnFYeA1wK3Aj4CzgTcLId4uhHi73Q+WUs7ojikpZQp4BNgNvBL4nHXa54Bfsz5+JfCPUuHHwKAQYhL4FeB2KeWyNdL1dpSKvO3IFsosrxXMdlSg0lDRWrAwTuH0xdWO2BVmYdkDbCFYDFmFNKPXUVVxt2+HvuTYF6q/WlitpaFMmEX7U2ga1WBh8hq0TiU6zp54GICTKwapqIGz1FhSt4KFKbPIroAsr0tDDVYtP7qv4k5kiwR9Hnv1c93gI41IwEeuWKFkklp2aaaFvh6GTAvcwX7XpuRB62DxPtSEvAoQBWIbHsYQQuwDLgN+AoxLKWdABRRAv9N2Ayfqvu2kdazZ8Y2/4/eEEHcJIe5aWNgarc0USlx94RgXTRq+PCvfrP+ZxsVhUB1RLlzsWphmdLNqwCzA1EzQ+re1UZjn3OqjZizgmFm0OYWm4cwXaj2zAMNg4fW7qtWZXs3SH/JV/6ZNsUGQB7X6wE4wE1xKFwxvtOsFnkDVTHCt4MBMsM1+Y4vpArGgj5DfJtiB675Q0Nqi/D3t+AVCiCjwr8DbpJTJFoXjZnMzmh1ff0DKTwCfALj88su39F8bjga58Q3PMP+G9Bzse46zm6xGfB/MPuBsgQaYT+WIh/32MylgM7OIOgh6LuwKl9IFAj4PsaCh8rxuJ+hopoVmRakZ6J/cylKbwpnVh1Wgjo6zGx0sMma/KL7PNa3F1Iph3S5rpV7qZijEHTELdzUv8ykH40hhXc2iflqe7Qzy8DBUiuqG3UZR3GI6bzYEDFx3nAVzb6gtQQjhRwWKL0gp/806PGell7Ce9TvlJKrrSmMPMN3ieHdRyqubbXScgT4/Xo8wT0OBZVV+XI01bSPmU3mz4ipsLw3lC6qdfRt3hQvpPCORgFknWp2JINQHC4Mdbb811TA5tZVltsRCKk/A5zFrvU7NgT8CwRj9IT/9IZ8ZswAlzFs9tr3FNsHUarbKdFpiw/sHqN5YjSw/XHgP1WM+mTecMNegZhFyOAAJ2p6KWkoXzDQWYM3fPkWDhVBX/KeBR6SUH6770lcA3dH0W6hOK338N62uqCuBhJWmug14kRAibhW2X2Qd6y7qJszVrDIcai0qxbbfsOZTeTMDQdgcLMIOGVKbx6supQtmxW3YFCz0ACQjZtG/Rz0n27/nUME6aBbw0rMQG6/mmXVHlBEGzlZpIBessadWsmZ1O13U7asxC59XBcqEE2GeW8FiG8zCUVrTJcuPpTVD6xtoO6tphFbdULrV9dlb/NnPBl4PXC2EuM96vBT4a+CFQojHgRdanwN8HXgCVVj/JPBmACnlMvAXwM+sx/usY92Fps5WSmMkGnCehoK2550XkjlzQVh2RXUUWR0UPq+HwbDfgYq7vS2oi2nDmc+ggkXf+oFTxgOQIiNKxZ04aX+uQxhrLEAxCz1ICtgTd6C1GLTIdptfQyJbJJUvmWks9GZjwyjPeMTQTBBc84cqlCqsZIqGcyAad0OBYcOEm8zCdPPUzZoFcB3wUeDvgY0+UbaQUt5J43oDwAsanC+B65v8rBuBG52uwVXUdbKAQ0EbrHcP3f/ctixJSslC2mEaqi++roNiOOJExT0OJ366hZU2xlK6wEWThrujDcwC1Jxlo52gECoV5QKzWEjl2TscNjs5PQsTl1Y/3RMPc+fhRaSU9sxkwAoWq8fb6p5bbZsdNHgN2WXw+CCw3strMBwwq1mAeg9N3e10mbbQjQZGLDu3Wf2s04i2jgBQC5aZ9gnzyhXJcqbAiGkaqsvB4hEhxFFgVAhxf91xgbq3P8XVle10pDcHi4emHQzU6d+tLrQ2FilXMkWKZWlGvWGdeltjOBJ0mIaaV10g22zZk1KytGZowFfMrptloWHsPAsqFeVGzSKd5/J9hjKgtYV1Vhm7431kCmp+t20XT5VZnGh9nkNobzQjZpFZVimoDf/7eNjv/D3UZsxXZ1cbCtoCUWXdYaGWhuoOs1jJFJDSUHME6+ZxuIVW3VCvFUJMoOoDr3B1Faci0vOAqF7sI9FgtS/aCF4fDJ7d1jRUdfazk5rFhmAxFAlwZMGBa2gpqy62DTdup0hmSxTL0iwNtUG9rWE8WhUUszjxY4erbI1iWYnqjNJQ5aJ6HeFa22mtfTZjHyxiu5TWYrW9wWKqaqRpqNPp2xwY4+EAh42dZ8fUWNJ8GoIGbsOGcDSONJfcdKN11DAR7FcbvzYGC0fjhcsl9TfsZoFbSjkrpXwqMENNXzEtpXSnDeNUQmpWBQqvelMNRQIkcyUKJQfmbm22Kp/XE/KcpqHqoMwEHTjPQlt2hotrDgV5sE5nAQ6ZxcBuSM601Yxv0YnGQt9YIjV3YGdaC58KeG1mFlOrWQI+j5nFRHZlU70C9EwL05qFOyrueScbp3xiU3E4HPDiEYbMQoi2W35UTQRN/g8dmJIHBt1QQojnAY8D/wDcAPxCCNGeJPupDEuQp6F3AMa5WlDCqkT7UiFakGeehlrdVCQejqh8s7k/FG0R5umRolsZfKThLA21W3WjrbUvBbLgZDerjefq0lBaxT1l2j47eHb7mYXVCeVpZfOukV1Z1wmlEQ8HSOcNN04uaS0WkjnzaYUNmIUQgmjQcFQvKIbYxm6oRWvDZsS0O2BPDmatsx8GXiSlfJ6U8rko+42PuLqqUwEpq+3RwpaEef271c2qTa6bjnZT0DQNJSVmMwnauCtcql4czh1nNZyloSwTgDbWLRwJ8rT6uS4NNdDnJxbyOWifPavtzOLkqmHbLFg1i0ZpKMtMMNs9f6h5awCV0bTCfLJh22ks5Ddzz4W2W344sr7pgOMsmAULv5TyMf2JlPIXgIFB/GmO9Py6tschiy460lroG1abrKbnUzmiQcPZ26UCFNIN0lD6dXTW28ex1Qc0LHCvFcpmfj4D1t++jczOUbCopqFG1h1WWgsH7bPJKVX/aBOMNRaguqHCm4OFM8sPd/yhtN7FCE2Kw46YatvTUAW8HmGvHocdFSzuEkJ8WgjxS9bjk0D7e91OJVQqihHUuW3qm5yj9tk2K4kdXSC5VfW8qRvKAUPqi4Mv1Jb1L6YLCFETBraE7u9vwCzAUHVbZRbta5/VwcIodaDTUOH1wWL3YJ95sBg4C2Slba8hVyyzmM6bdUJtsLevR9V51uRaCA+pQn2bmcVc0lCQB5sGH2kYt2JD+4PFWp6hSMAsHZjbrBNxAybB4n+ixqu+Ffh94GHgTW4uascjswSVUq3AS+0ma2xTDm2/YS0kHQjCGlg1QM0fyijoCaFuWG2wnVhM54mHA2ZpgxbMAhy0O3qDkGyfqG0hnWegz0/QZ2D8llkE4dn0998T7zOfa9Hm9tmZhIP58w3U29VlhR1Yfni8qm7jQhrKuNEjv7lmAVthFstts+9ZSDmw+ujAlDxorbMAQEqZR9UtPmx37hmDOqsPjf6QH59HsOwkDTXQ3rz5fCrHpXsG7U+EumCxscDtMJ0W39uWWdxLTtXbvhD4198M+p1My3NBmDfvJFivLaobjGd9cNwT72OtUGY1UyRud7MYOFs9t6nIXRPkbc0XSkOv23gWd5udAMoVyVLa0PamVFAMqQGziIZ8pOYdBAukahqp63DbKow1R1BLQ3XL7qOHFtCCvDpm4fEI4hGHlh/BmNrRtClvPp/Km1mTg3pTw6aLXRcnjV/H4F5Y2T6zWEjlzdoEoaF6GxwKqaDt3WhKPW8aLBY2paCgriPKxPZjwPK4ahOzmE44CRabHWc1hqoDkBy0z7aRWSyl81SkA0EeQLDR+8nBAKQ2C/OU1YcD9TbsiJpFDxuR0sxibN3h0WiwWqg1Rv/utjCLdL5EplDesomghs/rUQpcJ8wit1pLDW0RC6Y7QWgRLBykocBiFu0tcBszi8zSpuI2rBfm2cIfUoOH2sDsAGatNJTR/6FFGqov4CXk9ziw/GivP9R8tdHAcLQtNO+GyhXNUoJVy492BQsHmyc9Jc/v3pQ8sAkWQgivEOL/urqCUxHVNNTEusNj/cHqpDpjtOmG5cjeAFqmERz5XA1aqZBtsAsppbKTdlKcb8ksHLTPpmbakmeWUqpgYcrsdBpqAxwJ80DVLdpYsxiOBMyG7bR4/4BiF8bvoei4ahhpk0BSi1ON5tC3mF0dC/koliV5E72IDvxtGKiVLZRZK5QdMAvLntzj7t7fTsFdBp4ujPyWzyCk59SbK7DebG08FqrOwDZGm/LmjuwNwLrYRUP67cgfanCvet7G7jaVL5EvVcx35Rum5Gn0O2UWA7tVo0IbdrXJXIls0QGzyyw2ZBYDfX6iQQdzLQbOalvNYjaRZWLA9P3TPA0FlvOsk2BRKdUC0DYx72S0cAN7cg29+TCqgbVVc+Sgqw46YiIIZmmoe4H/5dgPOQAAIABJREFUEEK8Xgjx3/XD7YXtaKRmN6WgQDGLxXTeTP2sMbBH3ay2Kczbmi/UYMPdiCPLD221vo2OqJry3PBGZVuzcCrM236wPrGs0kZnxQ3cWsvWjbFBzUIIUe2IMsLgWcqmvA278tlknknjYLFiNRk0rm8MRQIsO0lDQdvqFvNO5qC3YhZBB5uPyKjqbmtHsNC+UMZpKPcHH4FZsBgCloCrgZdbj5e5uagdj/TcphQUqJ1MReLMULB/FyC3LcyrMYutq7c1HKWh+uIQiG0rDeVIzAZNg0XA5yFoOgAJ6oLF9ttnq8FiyNDaGxoyC4DJgRCzpgx14GzlwNuG9MdsIsu4yW4cINPY6kMjHnbILKCNwcLBaOGWzMKBTbluAW6D9U2VWWxTVNhumLTOXuf6Kk41pOdg12WbDusbtZpWZ3jR1e9u43u3vKT5VI6Az2Om+ISWwaLeH8prJwoSYtsjPmsGiAYXh5RNgwUodmE0sAbayyxWHAQLfWNvEizG+0M8MGVod1+vtaizn3GKXFFZo5szi+WmKShQGw5jdtpmFbeqfznQWECTmoXD7ro2dXUtVpmFYRoqu9r0vdROmBgJni+EuEMI8aD1+VOEEH/m+sp2KqS0JpxtvjD1rsxR3aJNHkULSVVcNS4vtQoW0SBSOjBFHDx7WzULR8yimFH57SbBoj/kxPxtSKVS2jBt7vhyhoE+v1mwbqLe1hjrD7G0lqdoZFtSNwRpG9CdUBMDplYfzd8/oJhFKlcyew1tTkPNORkt3EL97MimHFQrfTuYhRN7clCBuwXLaxdM0lCfBP4UKAJIKe8HrnVzUTsauVXlHa9v8nWoZxbGaJPlh6PZ22CbhgIH1iVaa2HSYtgAC6k8Aa8hK6rqQxqLDx2pbqvCvO13ox1fznK2CauA2kS1JrvBif4QUmLWht0mFbdWbxsziyYmghpDEa3iNngPBaLgD7ctWDgaLZxPqpZT7+Yki+NW7DYxi6V0nnDAa+bxBuqaaMHy2gWTYBGWUm6cnWn41zsNoUVc+iZfB/0GdcQsQv1qV7PNVIjxcHoNmzQUOBDmxfeqALrFHnOtTzBiRU2sPjRUGsqBsV7/7rakoU4uZzhryHBXvmb9nZowC93yqXf7LREaUI9tdkTp96x5N1RrZqGNNVfWDNX0scm2BG3Ho4Vzm2dZaMSCDrqhQL2G9LxqYNgGltYcCPLKRRXwdgizWBRCHAAkgBDi1ahhSGcm9I1Fq2fr4Pd6GIkGnDELsIbYbC8V4sgLp1JWF0mLNBQ4sPzQ7bNbLHLPOxGz2QYLB8wC2qLirlQkJ1eyZvUKsJiFaLobrKUzDf/+A2e3jVlMmNTapLStWcQtZuFIr9MGJwA9WthIYwEtO4miTplFbByQ2242WHQiyNPtxjuEWVwPfBy4UAgxBbyNM9lIUHfONEhDgVKNzjvWWmxvd5svKS8hc1FbApBtTENpj6KtXeyOlM9GwcIJs9i1bWHeXCpHoVwxT0OtLaiL29NY/KaDhS7822LwrDbULLLEQj4iQYPURz6l6kYtdrP6PWRc99pmk4SG42mRDQYfaXg9gkjAa275oTsk09urWyymC+Yai6qS3nDu+zZgGyyklE9IKX8ZGAUulFI+54weq5qYUv3UDQrcoFIIW2IW26DgW9JYQNM3mGN/KN3FtcWL3VEKrcmUPA1l0eCAWfTvBlneVq75+JIDjQVY6u3m3SvDkQBejzBLQ4E1nvfotrQWM4mcM40FtE5DhbdQ98osqVnc20BNkOeg7bSFAZ+jgVraKy61vbqFI6uP7A4KFkKIYSHE3wH/BXxXCPFRIcT2bRVPVSSnVW6yQUEMVJHbuYp797aEec7V241NBDUc+0MFY2qXuYU0QqFUYSVTdMAsrLU3DRY+MqYDkKAt7bPHLY2FeYG7sS+UhscjrPeR4d9/7CLVJbaNee5zyZyDTqjW6m2oDUAy1lrEt+8EAFvQGzWxJ9dwlNastgBvnVmUK5KltYIDjzH7/0W7YJKGuhlYAH4deLX18b+4uagdjeTJpikoUCmEhZRTFfduQG75TaZ3U+b22HqkZ/OY70iYB1tOI+iOH0cFSWi6G9SDd1azpiruSfW8DVHkiZUsQhjOgYCmvlD1GO8Pmaehxg6q5/mHzc5vgJlEjklTbZABswj4PMSCPnMV9+A+9bzNVNSW0lAtmEV0K8FiG8xCO0CMO7Vd2SEF7iEp5V9IKZ+0Hn8JGA5NOA2RmGrYCaUxFgsqFbej8aq7aj97C1hwImoDSFm76Nhk01OGow78oUClEbawK9ySetsfAW/jNlvH9Rb9N0huI1gsZ9g10GemGIamvlD1GO8Pmqehxi4EBMxtLVgUyxUW0nnzG1QLx9l6OPKHim+vSUJjPpknFvTRFzAwQwQDZuEgDeULqL/JNpjFrJNGA9hxzOI7QohrhRAe6/Ea4D/dXtiOhJQqXdGgE0pDK7fnnbjPblOYN7WaI+D1mA9LSc4AoqG/lcawEwUu1IR5DvPmjtMGTRxnNRy3/YZHwOPbHrNw0jZbKasLPDLa8rTxfgemlIGIqlvMP2R2/gbMp/JI6UBjYcAsQAUL4/dQeFhpLbbJLGYTOfOgVy6q9F2L91Ms5CNlWuAGS5i3dWahbV6Mg0V2GTx+pVVxGU2DhRAiJYRIAm8E/gkoWI+bgT9wfWU7EdkVKGVbpqFqwrytqLi3ljc/uZJhd7zPbF4vKGYRHWu6O4ctpqHKBce7qi0xiyaCPHA4FhaUkWJ0e8rb48sZ8+J2ZhmQLQvcoIJFMlciWzDs0hq7eMvMYtYaeuRIYwG2wWIo7DfvhhKiLYO0plazZsOboG5oUHNm0e+0FTs6vi1moTcI4wMOmlXCQ+rv5zKaBgspZUxK2W89e6SUPuvhkVK671q1E6G1EC3SUI575EHlTAOxLTOLkyvZ6hwEIyRnWqagQKWhtD+UEXTO2eHFroOqMSvKtmYWtTSUg79/bKKWmnOIXLHMfCq/BfW2fc0CHAg8xy+G5SNQNLQ2r8NsQv2tHKm3AzGVdmmBoUjQTJSn0Yb22ZMrGfNrwab+BQ7TULB9ZpHI4fMIRky7oTKdsfoAw0l5lh/UK854i/IWgjwNvUN2lIYCVeTuVLBIzbQMeKDSOY78obbYPruQyjMUCZjn+1uYCEKtwO0ohdY/uWVmcdKJgSDY+kJpaFGZcbAYuxhkBRZ/YXZ+HWYsZjHZ3x5fKI2hiN8ZO92mbcxavsRKpshu02uhhYmgRjToI1esmHlcQc3yY4uvYTap2siNswSaWXQAJq2zNwI3orqhzmyLchtBHigV93AkwJyTNBRYKm7nwSJXLLOYzldnNxtBt/+2gONCsTa0c8wsHEyXA9tg4bc8phzdpGKTWy5wH3diTQ62vlAaVWZhqtkZtzqitpCKmk3kCPk99PeZehEtQ9g+WMQjAbLFsnkqLb4XCqktD0HSc8uNr4UW9uQajv2hYhNQKdYKzw4xl3RQcwFbj652wuTdcaWU8mLXV3IqIDGliqEtCsOgitzOmcUemLnf8ZL0RDVjZlHMqiJxv10aqq5QbOJ87Q+p3H/CWUfUglMDRJtgAVsozscmIJ+AwpoqFjvAiWX19zdXb+tgYV/gBszdAIYOgDe4pSL3TDLH5EBfWxyL1y0pXFNx9wUM3p9V25ijW9otTzm9FqrMovngIG1Tns6VqhuolqjXWtikGhthNpHj/HEHg4yyyxB+huPfsxWYcP8fCSF6wQJqO/ImNg0aY7GgswI3QHy/2nXqopshdBrE+ALRqbSYXRrKoT8UWD5LzjyuHM2trlTUBd5EkKcxFAmw7KTtV/8ttpCKOr6coc/vNbdn0MHCJs/cH/IR8nvM22e9Phg9f0vMYi6RM+++AeM8edwpO92mMK96LZgWuFvYk2toZmFuJqhV3FtLa84l8+YDqKTccTWLz6ECxmNCiPuFEA8IIZxvgU8HJKdapqA0xvuDzpnF0DnqedmZCrfGLAx3trpF1IZZbKn2MuhsHrSUUgULU2ZRSKu8vA2zcNzJVb3Anaeijltts8a78syi2pU3cQDQEEKo9lkn1jFjB7ckzHNk9QG2JoIajv2htukxdnIlS8DnoIVcb8xsWmfBoU05bMk+Jp0vkc6XzLvSCmmV8topNQtUveL1wIup1Ste7uaidiwSJ20Lw6DUowtOZ3EP7VfPDi0bTqxkCHg95rtznZu3YRbxsJ+gz2M+3hNqzMKwuJfIFimUK+Zrr1p92KShnMwQh9r/dAu7wRPLGfMUFNj6QtXDkdYCVEdUasZRvrxSkZbVh6ljcUV1pBmkoeJO/aFCA4o1brF99qTVNmtcHM5b3VCtmEXQ4Vz3bTCLLQvyOlSzMAkWx6WUX7HU28f0w+6bhBA3CiHm9YQ969h7hBBTQoj7rMdL6772p0KIwxaD+ZW64y+2jh0WQrzT8StsF6qCPDNmoTxeHOwK41aw2AKzcKyxAFtmIYRgciDE9KqDVkyH86BrBohOrT7smcVKpkDFNFhvkVlIKTmxnHHWXGDjC1UPx8FiC7Yfi2t5ShVpHixyqyjHYnNm0QnbGNhCV2AuqSYltmgBdswsAhEVfLbALKoaCyeCPNhRaahHhRD/JIR4rcPW2c+i2MhGfERKech6fB3AqolcCxy0vucGIYRXCOEF/gF4CXAx8Nqu1U8yS+pG2N+8bVZjNLYFFXeoX6lYl59wtKwtaSz8EaMB75MDfeY5c6i1FBvOVtDqbXNmYQWLFqI8UP395Yo0zzMH+5V62GFH1NJagbVC2SGzWLD1hdIYt0wppWkb5rh1aTioWzjezRoK8gAG+vwI4cBMELYlzJtyei3YWH1ALVgY25SDSkVth1k4tV3ZQWmoPiAPvAgHrbNSyu8Dpnz4lcDNUsq8lPJJ4DBwhfU4bNmka/X4Kw1/ZnthIMjT0D3yWypyO0xDTTkRIYGlsZg0UnxODoSqQ3GMoEd8GtYtHFurGzKLquWH6U1KT2pzyCyOzCs77XNGHXRQpedtu+k0JgZC5IoVksZtm5MqjeOgI2q2Ok7V8D2kpyEaBDyvRxAPB8zNBMFiFs5tY3QLubF6G2xNBKHWDeVYmLcFZuHc6kMH7s4EC9vWWSnldW3+nW8RQvwmcBfwh1LKFWA38OO6c05axwBObDj+zDavxwxVQZ5JGmoLzAJUkfv4j+3Ps5AtlFlMF5ylQVL26m2NyUGVBilXJF6TNFeVWZh1ROlg2q7BRxr16Y8DrTtUa4g5F+YdWVgD4NwxQ1+efFqlDrQmxQZjdSpuo/nkQji2/dANEpODhjcoHVB16s4G8bDfmYp7cK9i8Ok521RpPRw3eoARswj4PAR9HueWH1N3m59vYS6Zoz/kwASxg1PywEyU9xmr/rDuscXf9zHgAHAINZr1Q/rXNDhXtjjeaJ2/J4S4Swhx18LC9sYaNoRWVxukoXQ3hiPLD1BF7uRJKJl939Sqw7ZZUKkWA3YEMDHQR6kiqzbitggNKhsIwzTUQipPyK+srI2QNStwDzk1EwRLxe3M8uPIQpo+v5ddprty/XfRXT82GN/KTPdxqyPKcGd+dGmNWNBXZWO20AHVcMPh3GNsn3p2WLfQgjxj9TYYMQtQqShjdgc1ZuFQxT2bcNBoADuywP01lMvsfwJ3AP3AlsZZSSnnpJRlKWUF+CQqzQSKMdRvt/YA0y2ON/rZn5BSXi6lvHx01HQ76QCJk8rd0UZMBWo3MhwJbC0NJSvGfeYnnO6mKhVHzGKX9cY1TkUJodiFYRpKz942bjvN2XevQE1Q6Lh9NjXr6AI/PJ/mnNGIeXPBqrNgoW8cjjYduw6plsqlw0anP7m4xr6RiPn/IDmtrgPDuks8HDBvnYXa38Zh3cKx3giMmAVswR8qOq7cbB1qpuaSOfPiNiiWGuxvaQjaTpiMVf3XuscXgNcAl2zllwkh6u9SrwJ0p9RXgGuFEEEhxH7gPOCnwM+A84QQ+4UQAVQR/Ctb+d3bRnJa7T49Zh5GEwOh6m7HGEPOOqI09T7L9ALJLKm+bGNmYQULJ69j8CzzAncybz6kBlSwCA7YiiK3ZiY4CaVcrT3XAEcW0hwYdWANrXfLhsFC/20cMYtdT1PP0/cYnX50SQULY6RmVWA1vA4cM4uq1sKZMG9qJYvfKxy+n8yZhaM0lE7ROaxbzCa3Io7sDKsAQyPBDTgPsH23CyH+GfgR/3975x0f51Xm+++ZUe9dsiTLsi25yCWR45JOEtIDhBLuEgKbbCBcNtTL7qUsS79wd9nCQpblUpJN2ISSECCwhJBOSHPcu61udcnqvc2c+8d5X2kkjzTveTWjkc35fj7zGenVjObo1cz7nKf9HlgvhGgWQnwA+GZAU9/VWFLnUspjwKPAceAp4COWBzIFfBT4A3ACeNR67NIz0OIoBGVTnpdCVbvezmK6fNZhkru5d0SvCcnB0KNA7PCKVpI7vdixsWjtH9Vzu4fPONIkio/xkhIfoyn5oTcEaXTCR0vfqPN8Bajz4o2DZGcJ7sQ4L2kJMXrGIne9quxqCW0sJqb8tPSOsjpbJ+cVWlcskEyrjNlxRVdsotqZ9zY4XxNq47QiPdFZbs1mfEBtPkKQmhCjXw0FWjmwKZ+fM4Pjep8Hh82R4SJksFgIMcjsPEE78JlQz5NS3h7k8P0LPP7rwNeDHH8SeDLU60Wc/mZYuTP04yzWF6Tx64Ot9I9OOktOgqqSiU3W8iyKdZqQ7AuhQ88iw2rMs1VJHZG+UiXexocgfv4L6ZRPXahu2eL8wqMquUIXGICbLu6A8ar5oauz67qGkBJNz6JRnR+Hu3JQ3p2WsfB4YcUFjjyLxp4R/BJ9zyJ3g+OHZyXFMemTDI1PTVcWhSSzVDtnoSVNDmoI1cTQgrpQNqnxsZwZ1Ii8B76XHNI1NIFfavRYwJJKfYCzMJQ918K+rZNSPr4Ui1s22LF+hxdZgA0F6k1Y1aHhXQihQlEOey3shjzHaHoWQggKMxI1y2ctpzNERVRb/xhTfqnXozDQErnEquYs7hqrbFbLs+hrnCkvdkh+WgKtfZq5r8Jt0H5ETYJbgIYuVc2lZSw0CiRgRh9KuyJKM2ehNfQIZkQEHYShtOZwg3a/Ebgom4Ul9ywWmpRXstBtyVa4HBhoVlPgbP0mB6y3jMVJ7VBUqeMwlOqx0LnYhh6nOpeCtASXjXkLG4smS9rbsbGQUutClZ0cp1cNlaLXxV17ZhiPgNIcjfPf1+Q4X2GzNjeFujNDzsM4AEXbVP4lRCd3Q7cyFquzHRqL8UElIe6wbBbUTAvQFKTMLLU+c84MzPiUj44BTZl+B1PybLRzFnFJqhBGw+BpN+QBjPQuqWexUBjqd5xdviqBXCAPcFgMfB7QVa3us8scP2VFegKpCTGcah/Qe62s1VD9jPJmFghXzPRYaHoWIcapzmVFRgK76zS0+e0eghBS5U26Q4NGeqwOeudhqGOtGuc+NkElCx3GmWs7hyjJSiI+xuHHYHIUhjv1jUVeCsMTPtr6xyh0unMurFT3LftVSGoe6ruGSU+Mnd79h8SeABdCVyyQLEu9WKsiKnOVqgrsb3K0QWuzPC9tqQ9wmOCOZWh8ynm/EczMpHeIttSHb0ppWy2HBLeUcouUcqt1vwXVuf0Kqmz2k0u1wGVBd6261zAWQgjW56dyyk2S2zcesubfdY+FRnISlNGzG/MckVqgZn6E8Cwae0bweoRztVOHmlY2WSmqc1hrR55a6DjBrV8JZYUk0vWMRZn1GnbYyxFZa1TPS4i8hX4llB3G1PAspsUENcNQ4DjJbVcFaoVkHUzJs0mzJD+GJzS8C01j0T4wRqxXOO93sav2lkMYykYIUS6EeBD4PbAPqJBS3hfphS0rumsgLmWmysEh6wtSOdk+qHfBmpYqXzhvod1jAdp5F1AyEFqNeR6veo0QvRaNPSrGHON1mOy1O+gdehbZyXFMTPkZdjqlDaxei9DGwueX1HUNa1ZCWRcOTc/Cfg0tYyGE8i5aDyz4sIauEc1KKMvr0spZKC9Wq4zZbsxzGMZx1WOh5VloigmC+j/3NzlujuzoHyMvNcF5scp0Q94yMBZCiM1W+evjwLPAZinlj6SUGluE84TuGuVVOG1csthQkMrg2JRegthhr4V2jwU4Gqc6lxW6jXmgQlEOPAu95LZect4Of+gNQXIm+dHcO8LElF+/Egq0jUVOShzpibHUnNHsgy3apmQ/JoNXso1N+mjtH9VMbut7FinxMSTHefXeP2mFqvHPoWfR0jeK1yP0ksPTnkXo0tk0q4qrT7e50DfhuNeifWBsWlPOEbbirINS8nCx0LbuEHAJ8CdUp/W3hBDfsW9Lsrrlgm0sNFlfoHYtWqGotGIVxgmR5K7tHCIpzuu8x8LhONW52AJzWo156aEb85p6RpznK0BdqITHsXc3IyaosaNNW6E+3P6FvZFa68K9Nk/jQtvXpP6vGhdaUOHMsrwUPc8CVEWU9KmqqCA09owgJZQ6TW6DMqRxqY7KTW2EEBRnJk2Pn3WEx2sN0nLqWYxSkJbg3EuFAJ2x0J6FrV12RmcQlR1KcxiKateZKQLLy7MA7ga+hOqk3hfk9ufB5Jj6h7sxFvkuKqK8MWpXEsKzqOoYZF1+qkaPhbNxqnNx51kUq9fzBXfbB8cm6Rme0PMsBluVoQgxYc7G1SyF1AJ1gQ0xj8O+cOv3WBSH7D4PRlluyrTCrWOKrE7ueZrzXJXNDrZqGzuAlVmJ06Eix2iUz55sH2StTkgQtHIWdld4p5axcN6JLqWko9+F1Acsj6Y8KeVDS7aK5UxvPSBdGYv0pFhWpCfoV0Rlhu61ONU+yLUbNXIoDsepziUjKZaEWM3GvIyV6qI72Ba0r8DeZWqHoTRi5Vm6MuUwY0gHFr4o1nYOk5MSR0aSw2QkzDTkuaAsL4Wf722id3jCeeVSWqEqB54nya1dNgszUh+aFGcmsbuuBymlcw2qzFI4/kTIh41N+qjuGOSaDZp6cGMDqps+NvQF2pbQ1/Is7P+1A++ox5qLslJriNby8iwMMCPIlqNvLGAmya1FdpmqwJonOdY1NE738MR0L4cjpudxOJcsAXtinmZjXoimJLtsVs9Y6FVyuRITtBOrdvXbPNToVkKBOhd2aEKT6SS3m7zFPJ5FfdcImUmxpCdpiNBpNuTZFGcmMjg+xcCoRoI4c5XaPY8tvNE61T7IlF+ypSh07mEWDkUEARJivaQmxNCp00lv91o48CzqLS9vtc5clNEeFdbUCAkuFmMsQmEbi6y1rp6+viCV2jNDTPo0hrnkb4LJ4XnzFnYORMtY9OqJ2AWiPQQpfeEubu2GPLA8C2eVUABJcTEkxHr0jEVOuUqsLjA8SEpJTeeQXthjatzystz1srqqiAKVt+iunonPB9DQpVk2K6WlWOzGs1B5ryadUJRDqfIjLepv21SoaSwcigja5Kcl6IWhwHH5bF2XCy/PlvrQLLpZDMZYhKK7RsXKNd5YgWwoSGXSJ6d3D44osER9O44G/bErY9F3WoUlHLjdZy0nXbeL27qoz/NBaewZIS0hxvmudnxINSBphtCyk+P1uri9sUqIr2N+Y9E9PEH/6KSeZ2EbTU2pD5uijEQSYj0ujIXVnNd2+KwfNXQPa16cLMVizZwXzJR32xV8jpjutVjYWBxr7ScjKVavbBYsz8L55yfPGnGrhUNj0dA1TIxH6P0No71Lmq8AZ30W64QQzwkhjlrfbxVC/H3kl7ZM6HJXCWWzPl8ZGa1QVF6Fqvxpn99YZCfHOa+EAvWhs3drmhSmJ9Ku05gXlwxJOfPuCht7RijRqu+38y3OPQuw9aE0d4P5mxY0Fifb1P9xo5ahdlc2a+PxCNbkuKmIulDdtx2cdXjU6gjXS27rTcgLZOW0sXDhWYQonz3S0s/mwnTnuRCb8UHHYShQxsKVZ+Gg16K+a5iSrCS9aq7RpZX6AGeexQ+BzwGTAFLKw6i5En8euCybtVmbl4zXI/SS3LGJ6jXn8yw6BvW8ClAX7kx3MfOC9AR8Oo15oHboZ04F/VFjz4heMk+zx8JGW0wQlKEeaJkZWTmH420q7LFxhYanaRsLlwluwF35bHKOes05zXmne1wKCIKrnEVaYgyp8TF6nkViprqYLxCGmpjyc6p9kM26+QqwwlDOn5dnhaG0Gmyney0W7t2p7xpmtc7/Aiy5/uVnLJKklG/MOaaRqTqHGe2Fka5FGYv4GC9rcpKnd6SOKdgS1LPw++V02axjfJPqAugywVqY4aJ8Nm8jdJ44a/Kc3y9p7hl115CneaHKTo7Tq4YCyLdDgMFF+I63DrAiPcF5VRKo3aXwantGgZTlpdDSN8qIjuQEKO9ijrFocBMjX4RnIYSgKFOzfFYItblZwLOo6hhk0ifZXOQiRKyR4AblWUxM+fWS9A56Lfx+qS+7IqUKbabrFassFifGoksIsRZrpoUQ4jbU/Ozzn26rfHURxgJgS3E6h5r79XYl+ZuVRMTo7Mltzb2jjEz4piXQHdHfpITZ3HoWaS4a8/Iq1AdyTpK7Y3CMCZ9fryFv0J2xcOVZ5G9S9/OEoo63DVCh41WAulikFTnuEQlGuZXkrjujkfsClbfoqZv1PjrRNohHaFbf2MYiRd9YgMpbaHkWELLX4qiV3NauhALtBHdemt1r4UKufwFj0T4wxtikX8+zGOtXsziWobH4CPB9YIMQogUlIvjXEV3VcsGuhFqksagsyaRraFzvw1KwRd3PuWidsuZjrHNVCeXOWNhzArTGxOZZA4Q6T8w67LrHIjFThec0yEqJY2TCx6iuPlRiZtCKqLFJH7VnhqkodGEsXCa3bVxXRK2w8xaHpg+9Ud9DRWEaKfEaxmuwTeWhYjQ8qgCKMxNp7h3V2zDZQ5Dmec6Rln5SE2L03kugcgguPAvQnIfuoNfC9vLWaIUEW6zfv8yMhZSnSSGbAAAgAElEQVSyTkp5LUqafIOU8nIpZUPEV7Yc6K5W4QOXiWGbypUZABxocj7feSYcMjsUZec+tMJQtivv0rNIT4olPTF2upHLEXnWNLU5MxUaXZXNtrmqwrHHwtoKvY4QQp37IJ5FdccQPr904Vnoz7GYy6pslftyXRFlhaImpvwcaOplZ2m23u8ZaNOuRgukODORofEp+kY0pOUyS9Vcjnn0lY62DrhLbk8MAVLPs7CMhZZn4aDXos5NJ73LnqnF4qQaKl4I8V7gE8D/EkJ8UQjxxcgvbRnQXaMusC53UzYbClJJiPVwoDF40jQoqQWQlA3ts8seT3UMUZyZqLcr7DutGngWETMvzUmmoUvjopuYqS7wczyLxp4RPALnsxnAmn+ubyzWTst7a4Zu8jepnMWcKhY7ua3lWYz2qkE+i/RO42I8rMpO0jcWSVnKo7SMxZGWfsYm/excrSlAN6gvbx+IHXbU8q4XqIia9Pk50TbgPl8Bep5FmgvJDwhZPlvfNUxCrEdPBNFudl1ungXwBHArKqk9HHA7/1lkJZRNjNfD1uIMDjRqeBb2Drf9bM9CK18BKgyVvtKVLpHN6uwkvV4RULOs54RzmnpGWJGeSFyMRpngoLtd7RorJl+r2/mcV6GaIueED463DpAc59Wr5LKTy0UX6a0hCOV5KdNhSC0Cktxv1CuZiB2lmpU0g+2LMhZ2D4FWknuBXovqjiEmpvzuK6FAy7NIiY8hKc5Lp04YCkIai4auYUqzk51rvAH0t6jmUc2RCYvFySe2WEr5F1LKb0op/8W+RXxl0UZKJfsQBmMBUFmSwfHWAcanNOLnBVvUztwS5JuY8lN3ZlgvBAWLKpu1Kc1JprV/lLFJjfXnbYQzVbMEBU93D+uFoKYmYKjTlVeUHB/DivQEfWMxHQKcbeiOtw2wcUWa3ge7xdLctMNBi+CClRnUdw3Tq5u0L6xU74GRHvY09FCWl0K2To+Ob1KVai7KWLhpzLNCd0E8i6OtystzZSxceBZgd3G7acybv9fCVdlsf7PaPC0wSTMSOHm1V4UQWyK+kuXGmVMwOTJTHbNIKldmMOHzc1xn1Gf+ZjU1z0q013UNMeWX+j0WvaddJ7dtSrOTkXJGqsMReRVq/ZZsycSUn+NtA3rrH2oHpOsL1drcFGp1K4jyNgBilrHw+yUn2gb1k9st+yFnHSRm6D0vCJUrVejoYLOGhwrThsrXcpA9DT36XsVQByAXlbNIT4wlNSFGz7OITVD/92DGoqWf5DivXvmvzbRnoWdoct025vkng/ZaTPn8NPaM6OUrQIVlF9Gz45aFhh8dFUIcBi4H9gshTgkhDgshjljHz28a/qTuSy8Py6+rLFEfdK1Q1BzZD1cyH+NDqlckDJ4FQEO3jrHYqO6ti+6Rlj7GJv1cvEbjYjXgrnvbZm1uMrWdQ3pVOHHJaghVQAitqXeEofEpveS2lNC8NywhKICtxel4hOZ7CKbncHdVvcbg2BS7VmsaC5dNkXNxVT6bsy5oZdrRln4qCjW9PBuXnkVearyemCAs2GvR3DvKlF+68CyaFpV/dMtCnkURau72TUAZcL31/Vus+/Obhj8p673IHblNfloChekJehVROetVbNIaYHOkuZ9Yr5J+cMy01MTi/g57B9egk7fItXboVpJ7t5t4uV0m6HJXuzYvhaHxKf0d4RzZjxNt6gKj5Vn0N8NwZ9iMRXJ8DBsK0vQKJUAVG2SuZvS0Cont1DUWdtlt7nq9581hZWainpggqHPXcWzWxD+f5eW5CkFBgLHQ89DzUl2KCULQvEu9m7JZv08Z7yVObsPCxqJeSnl6vtuSrTAaSAkNLyuvIoyqjpUlmXof9Jg4S9juKFJKnj3RwcVrsvWSw3aSdpHlv+lJsWQmxVKvUz4bm6hmilvls7vreijXjZcPupeZgJmKKO3hQfmbVc5qQl3cjrcO4BGaJct2vsIeRBQGKksyONjYh9+pTpdNYSWpPUcpykjUq0QD5R0l5y16w2F7FlpeXvF28E/NEkOs7xpidNKnrzRr4yLBDWquxciEj6FxzS5u4Znp2Qqg3k3Z7FCnOh/LzFjkCSE+Nd9tyVYYDc6cVCqbpVeE9ddWlmTQ3DuqlyQr2AJth6npGKShe4TrN2l20PaGx1iAXT6rG/9Xsh9TPj97G3rYpROCArWLikmEBHcx/2lj4aYiCglnlFd0vG2AtbkpJMRqVJS17FMDduyEeRioLMlkcHxK+++RRdvInurghmKNPgeb5jdg5c5Fb5yKMxMZmfDRq9NrYXtltuEFjraoi72rsllQYVlvPMTqNfNN91rohKJiE5TB6Ko660f1XcOkJsRMjwB2hN1jscyMhRdIAVLnuZ2/1Ic3X2FTWaIueAd1Ys4ll8BwJ3v3vgrAdTrT8UB5FrHJqmdjkZRmuzEWFdBTy4mmToYnfOxcrbmOvtNK8tzlhSo/LZ6U+Bj9JLftDTTuBpRn4Sq5XbAVYjQ8qRDY7yHdvEVzjtr43BR/KMQj5zDcpeRCirfrPS8IrspnUwtU81nL3ulDR1v6iY/xUKY7gMqmt0FtnjTfU/luey1y10NX9VmHG7pVJZRWU2GUeixgYWPRJqX8qpTyK8FuS7bCaNDwJxVrXGRSeC6bCtOJ9QoO6uQtyq8DYPz4U1ywMkNvqDtY0uSrwhJOK81OprV/TK98Nr8CpJ/qY2pim3Zytf3ooirShBAqya3rWaQXq7LpuhfoHZ6gtX9ML7nt96nehjDlK2zW5CSTnhjLfs28xUs9GdT5C9g0+IreCzZbF+ninXrPC4Kr8llQhrt5xlgca1W9RlqS3oHYxkKTGckPzSR3TrkKQ/lnf27qzrgom42S1AcsbCyWbgTTcsLvh9OvhD0EBWo8Y8WKNPY2aHzQ0wqZzN3E+sHdXF/hogmntyFsSfrSHPVhb9QtnwV66g9Rmp2kN5R+bECV3RYsrnJ7bW6Kfs4CYM1V0PAKh053ApqCdWdOqsa+MBsLIQSVJXoNnlJKfr63mb3xF5PY8qqa5eCU5jeU5I09G2MRFGdZE/N03j+gvJq+0zDchZSSo639bHKb3JbS9WyXvFT13tWaxQ2qoss3PqsiamzSR2v/KKW6pb/9zRCXql32Gw4WMhZvXrJVLCfOnLDyFeENQdlcUZ7LvsZe+kacN1adTL2Y7Z5T3FSmmZiUMiwNeTb2LkirkztrDdIbh7frOLt0Q1B2NVLBVr3nzWFtXgqt/WMM6yQmAdZcDZPDtB19Ca9HcGGJRt5kOrkdXmMBqt+iqnOQwTFnsf/9jX0cbu4nvfJtCN8E1D7v/MWa96gS7jgX/QxzSEuIJSclnqoO3VniVgisZR9NPaMMjk2x2W1ye6RHVUNlrdZ+alpiDHExHv0wVM46dR8QiqrpHEJKzYIJiIo0uc28xkJK2bOUC1k2NLys7iNkLK6tyMfnl7xwqtPxc349tIlY4WP1wB69FxvpUaJpYfIsVrkpn/XGMpa1gQp/lX5y2xZRXLRn4cLIAay+AoSXuMaX2FyYRlKchh5Xyz61+8tao/eaDqgsyUBKONx89mztYPznK/WkJsRw+dW3qEKBU7939kJ+n8q7hCEEZbOlKG1aWtwxKy5QFUUt+zg23bntMrk9LapZqv1UIYS7XotpYzGT5HbVMwWWsVj6HgswM7jPpv4ldXFdpErofGwtSicvNZ5njzszFv2jkzzcnMeoNxVR84zei/U1qPsweRbpibFkJcfpqc8CNcnbqBTV7CrSTPS2H1aJ+UU2g7muiEpIx1+0jbWDe9iu2/Xcsk95FRGQZLjAUjHefzp0OLOtf5TfH23nPTtWkpyYAOtugKo/nBU/D0rnCbXZKN6x2CVPs6UonerOQT3Z+PgUFc5s3svR1n68HqG/I7ex1ATcVgfmp7notUjKUu/jQGPRMUic10OpznhhWJ6exZ8lEcxX2Hg8gjdvzOePVWcc6US9eKqTcb+H0ZI3QfUz82r7B6VncR+MYJS6EBR8YaKCOOGjaOBg6AcH0n5ElZ0uMjlfkp3kTt4baM++hC3UckmhxkdlrF+p1hYtvoIoGOmJsZTnpThq8Hz49dNIKfnLS0rVgfU3wWgPNM0dfhmEZusxK8NnLDYXpeOXqhRZi6Jt0LKPo839lOdpljAHYhsLl952Xmq8foIblHcxx7NYm5eil6SfHFVlv8ZYLAMGmtVEudWRMxYA11fkMzQ+xet1oSN9j+5toiAtgYyttyiNnnYNpZXWA6qe3HaDw4CuVPnA2CQ/bilkUsRB3YvOX8g3pS64iwxBgRptW5KVpO9ZAHs8W/EKyU6CT84LSv2fQPpUgjxC7Fidxe667gXHrI5N+vjJ7kau3Zg/M5lw7ZuVKsCpJ0O/SNMeNfAoUz++Px9bilWu4YiuvlXRdhjrY6D1lPvObVBhqJQCNWvCBXlu9KFAVUQFGIuqjkHW52uW/k6PFzbGIvpklMCn62HTOyP6MpeszSYx1suzx4MPdbE51NTHKzXd3H15KZ7ya9XB6qedv1DLfhXv9cYuYrWzKc1Opn1gzHEY4eHXT9M17mG8YDvU/dH5C3VXqwqSRSa3bZRGlL6y/pO9KxkhgbTWl50/qfY5iEsJa/hmLrdeUMjwhI8/HDtboM7m1wda6B2Z5K7LSmcOJqSpfJyTvEXzHvU3hFHFoCAtgZyUOI60aHoWVp9HyegJNun2uwTishLKJi8tgcGxKb3ycVDSPSPdMNxN/+gkbf1jrC/Q/Dui2GMBETQWQogHhBCdQoijAceyhBDPCCGqrftM67gQQnxHCFFjiRVuC3jOndbjq4UQd0ZqvdN4vIsedhSKhFgvV67L4dkTHQtKH/zHizWkJcTw3l2rICVPqYdWO8xb+Kag7WBYmqkCsaUJTveEvvCOTfp44OV6rlyXS8rGN0PHERg64+yFLD2scHgWoPIW9V3D+DRkMvx+yRuNAzSkbtPzimqfV6HMCL6PdpRmsTIrkcf3tQT9+dikj/uer2FrcTqXrJlThbb+ZmWMz5zdVTzNSI96TBhDUKCSxJuL0vWT3LkbmIpJ4kJP7eI9i0UYi9zpLm6XFVHd1VR12MltTc+iP3o9FhBZz+JB4MY5xz4LPCelLAees74HJVZYbt0+BHwPlHEBvgTsAnYCX7INzLnOdRUFtPWPcWweyfKazkH+cKyDOy8tnZmKV3692u0Nd4d+gTMnlMR6mEs3dQQFH9vbRNfQBPdetVaVoQLUO/Qu2g9bIbRyt0udRVleChM+P/VdzkNRdV1D9I5MMr7yCtXFHEQM7ix66tQFqSyylecej+CdlcW8UttFa5DZ6A+/fpqWvlE+c+OGszuEN75F3Z94Yv4XaFKd65Hwjra6SXJ7vLQlV7DLc5KNumNtbabGVYJ4EcZihdUUqzWPHmbex11V05VQrspmwbVO2mKJmLGQUr4EzA3K3wo8ZH39EPD2gOM/lorXgQwhxArgBuAZKWWPlLIXeIazDdA5yTUb8vAIeHqeUNT3XqwjIdbDXZeWzhxcd6PKqTipioqAiB2oxjyvR/CLfc1M+YIPdAGl1f/9l+rYVpKhurYLL4T4dOc79PYjSlcqTCG0bavUHmOfgwoimz1W82ROpXVxPfBw6CfVPKfu116jtT43vGtbMVLCrw7M9i4Gxib59xdquKI8h8vKcs5+YlqhMgInfjv/L6/6gwqlrdwV5lW7T3Lv9lZS4TlNyrjzsvNZ9DUB0lWPhU1Znj2qV3NiYUaJ2vx0VVHVMUhKfAxFuoKO/U1qOl4Y5WN0WOqcRb6Usg3Aus+zjhcBTQGPa7aOzXf8LIQQHxJC7BVC7D1zxmGoI4pkJcexvTSLh18/ze662Z5CS98oTxxs4T07SmYrtK64UCXnnCQnW/ZNS1OHk9SEWD5/80aePdHJZx4/Mq/66W8Pt9LcO8q9V5Wpna3HqwoH6v4YuqJLSiXzEaYQFCiZjKzkuGkD4IQ9DT3kpMRRXLZF5bFevW8myTgftS+oSpsI9FfMpSQ7iZ2lWTy+r3lWOPP7f6ylb2SSz9y4Yf4nb3yrkh4PMlgIKaHqKVh7dUQuTHaSWycUNTg2yUNnrFCO01DsXBbRY2FTkJZAanwM1bqVdR6vko/pquZU+yDr8lP0NKHAGnoUnRAULJ8Ed7CzJhc4fvZBKX8gpdwupdyem5sb1sVFim+8YzMZibG890e7+cFLtQyMTfLw66e56wFVsnjPlXMuOB6PqpOveV6NG12IZqvOP4zJSZu7L1/Np65bx+P7m/nKb4+dlXfx+SXfe7GW9fmpXLMhb+YHa66C/saZ8sX5GGxXJYJhNBZCCC5alanpWfSwfVWW+lBf+yVV4fTC1+d/gm9S9emsvSYi5z0Y77qoiLqu4eky2o6BMe5/uZ63XVC4cGx/49vUfTDvou2gkoZfd1MEVhyY5HZuLH53uI0jk4WMJxfpFXkEssgeC1Dvo7L8lOm8gxY55ciuKk51DOo344EKg0Zh6JHNUhuLDiu8hHVv+5PNQOCcwGKgdYHj5wVleak88dHLuL4in288eZJtX32Gv//1UWK9Hu67vTK4m7r+JpgYhNMLVOeMD6mcRQSkJmw+dk0Z91yxmodeO839L8+++P/mUAtVHUN87M1lsyeZrblK3YcKRYU5uW2zfVUm9V3DjrR9WvtGaeoZZXuplSLLLIWdH4IDjyivJxjNe9T/JsL5ikBu3rKChFgP//TUKT70471c888v4vNL/ub6EOXSWavV+T3+m7N/duopQKgcWQRwk+R+bF8zZXmpxG24Qb1/plyUr/Y2KLn7FBcaawGU56W46tkhZx30NjAyMqKfrxjpgZ7asGh0uWWpjcVvALui6U7giYDjf2lVRV0M9Fthqj8A1wshMq3E9vXWsfOG1IRY/uOObfyft2/mjl0l/Pojl/G7j1/OTVvm6Vpe/SaISbA+0PPQdkjlNiLUFAbqA/93N2/kuop8/ukPpzhtdXVPTPn512eq2FSYxs2b5/wN2WVqZ1QV4l9o95KEaf65jd2F7cS7uO/5GrweMdszuvJvlYTHM18I/qSa55To3uorw7FcR6QmxHLLlkJeq+vmaEs/t1YW8dN7Lp6WZlmQjbeqxru5obWq36v5FSmR89BVJ/eQoxLU2jND7Dvdy7svKkasu0F1lZ9+Vf9FXUqTz2VdfipdQxP0DDvXdwMgZx1C+lklOvQ9C7vgYOXFes8LI5Esnf0p8BqwXgjRLIT4APAPwHVCiGrgOut7gCeBOqAG+CFwL0zrU30N2GPdvno+alYJIXjfxav4yq2buXBlxsKxzLgktUOv+v38sf8IJbfnIoTga7duJs7r4fO/UtP8frankaaeUT5944az5yMLARe8RxmLnrr5f3HLPvWhDrOy5uaiNOJjPOxtWPgtdLi5j5/taeTOS0pZEzgzITET3vQZVRp75BdnP7H2eZU4XmJF0K+9fRMv/O1VvPLZa/jGO7Y4lyapsEJRJ383c2ygVW021kW2jmRzUTo+v3SU5H5sbzNej+Ad24pU3ssb7y5vsciyWRs7yV2tG4rKVd5emWhhva5n0fiaaqaM8Gd6ISJZDXW7lHKFlDJWSlkspbxfStktpXyzlLLcuu+xHiullB+RUq6VUm6RUu4N+D0PSCnLrNt/Rmq95xTrb1Jyx9Zs67No2aeSrMlBKmHCTEF6Ap++aQMv13Tx8O5GvvNcDbtWZ3Fl+TyvveMe8MTA7u8H//lQp4pJr78l7GuNj/FyQXEGexbwLPx+yZd+c4zs5Dg+eV2Qst0dH1S7u1/9z5nGNinhpX+G1v3T80eWkqS4GP0hOqCG8uSsh+MBJbRVlse6PjL5Chtb7j1UKGrK5+eX+5u5en2ukgiPS1YGo1ozwCClkr8Jg7GwQ0jaSe7scnx42RV/Wm+0MKghXIWValRxlFguCW6DDvaub76qKFvEbom4Y2cJF63K5Au/PkrX0DifDlbbb5O2Aja/C/b/F4wGkXw48LCaMXzRXRFZ6/bSTI619M9b4//4/mYONPbx2Zs2kpYQpGw3Jg7ueFR1lj/6l3Div+GX98DzX4Mt74ZLPhqRdUeMjW9Vemj7f6wuqKeeUhuN3AUqqcLAivQEijISF+xAB/hTdRedg+PcdlFA6rL8ejVMqLvW+QsOd6n5ImEwFivSE0iJj9H3LOKSOBmzgStijus9b3JMbURKwl/GrIMxFuciqQVql1EVJG8x2KHqsZfQWHg8gn945xZivYJrN+Zz0aoQfZOX3Ks+uPt/PPu43w/7H4JVl0+77OFmR2kWU34ZdFrh4Ngk//jUSSpLMnhn5QJVJwnp8P5fqp35z++AI4/BNV+Ad/5QzVw+l9j1YeUp/eZj8OBbVNPk+psiXs1lh15fqenm+DyNqQCP7G4kKzludu7ITrzrhKLsstlF9FjYCCEoy0vR9iz8fskLExtZM1kNoxoD0FoPgG9CjViOIsZYnKusv0WNmpw727fZmnmxhMYCoDw/lac+eSX33V4Z+sErLlByGG/8QMmS2NS9oD7UEfIqALaVKEMWLG/xy/0tdA1N8MW3VJydb5lLYia8/wnYfBv8xSMq+b1E5bJhJSUX7vodvPXbSo5laizi+Qqb9+4sISnOy49eDp6/emxvE8+e6OCvLi0lLibgUpW1GrLL4dBPnVdFhaFsNpByF8aiqnOQP05WIJAzc3Oc0PS6uo9Ag6QOxlicq1x0l6qKevlbM8ekVI1jKZbnscSszU0hMc6hdPTF9yoP6ERA6ea+ByExaybxGgHSk2JZn5/K3iB5i8f2NbGpMI3KEoeKMsnZcNv9M/IZ5yoej3o/fXQv3PZARNVyA0lPiuV/bF/Jbw+1niX7fbJ9gC88cZRL1mRz79VlZz/5qs+qfpBffVh5pKGw5frDNKemPD+FM4PjWhMvX67u4qAswx+bpCeq2fi6Mo5LkINcCGMszlVSctUH/NDPZjSLqp9Wu5CrPrP8wyHrblSltL/9BLzyHSXFcOpJuPC9EZczuKg0k/2ne2eJCh5vHeBoywDvvih6HbJRJyVP5ZOW0EO6+7LVTPklD73aMH1saHyKex/ZT0p8LN++/UK8wby8LbfBdV+FY7+Epz+/sCqAlHDsVyrPFKYEcbmLJPertd0U56TjWXWZc9kbv1+VzZZEr2TWxhiLc5nLPq5kBF75N/Wmeu6rSmai8v3RXlloPB644zEVh33mC/DdnVZi+68i/tK7VmcxOD7FsydmdLke29dEnNfDrRdGr0P2z5GS7CRuqCjgkd2N9I9M8vzJDu55aC8NXcPcd3ulqoCaj0s/Drv+Gl7/D3jtu/M/ru5F1aS668NhW3f5dPmsM2Mx6fOzu66bS9dmw5o3KUXfUNIxoGZgjPZGPV8Bxlic26QVQuX7VAXRa/epmdVXfz6s8ysiStYaVVn0vseVhtXGt0JOkJBDmLl5ywo2FKTyxSeOMjA2ycSUnycOtnJtRR6ZyZGVpzeczT1XrqZ/dJIdX3+Wux/cy/G2Ab5662YuWZu98BOFgBu+ARveAs99Zf7ende/B8m5ymsKE0UZiSTHeR3Lfhxu7mN4wsflZTmqsRachaIaX1P3xrMwLJrLPqnmKT/zRcjfEvHBTRGh7Fq491X4CweqrmEg1uvhm7dt5czgOP/3yZM8f7KDnuEJ3h1YnmlYMi5alcV7d5Vwy9YVPHDXdvZ8/lred7HDsaceD9zyL6ph7ekgnfVdNaonY/sHwhqatSuinMp+vFzdjRBq8Bn5m9VMbidy/U27laFbAmHKUMREewGGRZK5SnVFH3wE3vxF9eExhGRrcQb3XLGG779Ux+t13eSlxnPFfI2EhojzjXcsQgcstQCu+JTqdal/abbcyhvfB28cbL978YucQ3l+Ki9VOVO4fqW2i02FaWQkWZ7r6itVeEzK+XNEUqoemJW7lkWlnbmynA9c9zV41/1R6R4+l/nktetYlZ1Efdcw77qomBiv+Tics1zyUVXp9NTnlKcNqunzwCMq/JS6OPHAYJTnpdA5OE7/yOSCjxuZmOJAYy+XrQ3YjKx+k1L2nVv6HkhXlVJqWILZKE4wn47zgeRsVR2yDHYf5xKJcV6++a6tlGYncfuO8JRUGqJEbILaNHUcVSHZF/8Rfv4+1fwZxsR2ILbsR2ChRDDeqO9h0idnD6JaY+Utjv96/ifaTbfrbljMMsOGCUMZ/qzZtSabF//31dFehiEcVNwKqy6D1/4dEKoB74q/iZis96Vl2WwryeBzvzrCyqwkdq4OLuD4am03cV4POwIFHjNXq8baP35TeQ7FQRSiTz2lZOSjOPAoEONZGAyG8wMh4D0/gQ+9CH/XAp84qPJ4ESI+xsv9d+5gZWYiH3xoz7yVUa/UdFFZkjG7YVUIePt3lVbaY3epeRWBjPSonqkl6qZ3gjEWBoPh/CExQ6kXxDmY5xEGMpPjeOjunSTEernzgTfOqo56paaL420DwWehJ2bCux+EoQ6lYhzYiV7zrJpJE6FphW4wxsJgMBgWQXFmEg/+1U7Gp/y87d9f5pf7mwF4dE8Tdz7wBuV5Kdy+c56cWNFFqlek+ml49dszx6ueguS8qMj2zIfJWRgMBsMiqShM48mPX8HHf3aATz16iIdfP83+xj6uKM/hu3dsCy53b7Pjg6pE9rmvQcmlasBRzbOqSXUZlcIvn5UYDAbDOUxBegI/+eAuPn5NGQea+rh950oeuGvHwoYCVP7ird+GjJXwi7vVUK2x/mWVrwAQciEBrnOU7du3y71794Z+oMFgMESAgbHJ0EZiLi374f7rld6b9MOn6yE+JfTzwogQYp+UMkhplvEsDAaDIexoGwpQ4afrv6ZmipReseSGIhQmZ2EwGAzLhV0fhvFBZSyWGcZYGAwGw3JBCHjTp6O9iqCYMJTBYDAYQmKMhcFgMBhCYoyFwWAwGEJijIXBYDAYQmKMhcFgMBhCYoyFwWAwGEJijHefC1UAAAW5SURBVIXBYDAYQmKMhcFgMBhCcl5qQwkhzgCnF/ErcoCuMC0nnJh16WHWpYdZlx7n47pWSSlzg/3gvDQWi0UIsXc+Ma1oYtalh1mXHmZdevy5rcuEoQwGg8EQEmMsDAaDwRASYyyC84NoL2AezLr0MOvSw6xLjz+rdZmchcFgMBhCYjwLg8FgMITEGAuDwWAwhMQYiwCEEDcKIU4JIWqEEJ+N9npshBANQogjQoiDQoioDhcXQjwghOgUQhwNOJYlhHhGCFFt3Wcuk3V9WQjRYp23g0KIm5d4TSuFEC8IIU4IIY4JIT5hHY/q+VpgXdE+XwlCiDeEEIesdX3FOr5aCLHbOl8/F0LELZN1PSiEqA84Xxcu5boC1ucVQhwQQvy39X1kzpeU0txU3sYL1AJrgDjgEFAR7XVZa2sAcqK9DmstVwLbgKMBx74JfNb6+rPAPy6TdX0Z+NsonqsVwDbr61SgCqiI9vlaYF3RPl8CSLG+jgV2AxcDjwLvsY7/P+Cvl8m6HgRui9b5Cljfp4CfAP9tfR+R82U8ixl2AjVSyjop5QTwM+DWKK9p2SGlfAnomXP4VuAh6+uHgLcv6aKYd11RRUrZJqXcb309CJwAiojy+VpgXVFFKoasb2OtmwSuAX5hHY/G+ZpvXVFHCFEM3AL8yPpeEKHzZYzFDEVAU8D3zSyDD5CFBJ4WQuwTQnwo2osJQr6Usg3UhQjIi/J6AvmoEOKwFaZa8vCYjRCiFKhE7UqXzfmasy6I8vmyQioHgU7gGZS33yelnLIeEpXP5dx1SSnt8/V163x9SwgRv9TrAv4N+DTgt77PJkLnyxiLGUSQY8ti9wBcJqXcBtwEfEQIcWW0F3SO8D1gLXAh0Ab8SzQWIYRIAR4HPimlHIjGGoIRZF1RP19SSp+U8kKgGOXtbwz2sKVd1dnrEkJsBj4HbAB2AFnAZ5ZyTUKItwCdUsp9gYeDPDQs58sYixmagZUB3xcDrVFayyyklK3WfSfwK9SHaDnRIYRYAWDdd0Z5PQBIKTusD7kf+CFROG9CiFjUBfkRKeUvrcNRP1/B1rUczpeNlLIPeBGVG8gQQsRYP4rq5zJgXTda4TwppRwH/pOlP1+XAW8TQjSgwubXoDyNiJwvYyxm2AOUW5UEccB7gN9EeU0IIZKFEKn218D1wNGFn7Xk/Aa40/r6TuCJKK5lGvuCbPEOlvi8WfHj+4ETUsp/DfhRVM/XfOtaBucrVwiRYX2dCFyLyqe8ANxmPSwa5yvYuk4GGHyBygss6fmSUn5OSlkspSxFXa+el1LeQaTOV7Qz+cvpBtyMqgypBT4f7fVYa1qDqsw6BByL9rqAn6JCFJMob+wDqDjpc0C1dZ+1TNb1X8AR4DDqAr1iidd0OSoEcBg4aN1ujvb5WmBd0T5fW4ED1usfBb5oHV8DvAHUAI8B8ctkXc9b5+so8DBWxVQ0bsBVzFRDReR8GbkPg8FgMITEhKEMBoPBEBJjLAwGg8EQEmMsDAaDwRASYywMBoPBEBJjLAwGg8EQkpjQDzEYDPMhhLDLYAEKAB9wxvp+REp5aVQWZjCEGVM6azCECSHEl4EhKeU/R3stBkO4MWEogyFCCCGGrPurhBB/FEI8KoSoEkL8gxDiDmtGwhEhxFrrcblCiMeFEHus22XR/QsMhhmMsTAYloYLgE8AW4D3A+uklDtR0tIfsx7zbeBbUsodwLusnxkMywKTszAYloY90pIlF0LUAk9bx48AV1tfXwtUKKkhANKEEKlSzZwwGKKKMRYGw9IwHvC1P+B7PzOfQw9wiZRydCkXZjA4wYShDIblw9PAR+1vojXT2WAIhjEWBsPy4ePAdmvy2nHgw9FekMFgY0pnDQaDwRAS41kYDAaDISTGWBgMBoMhJMZYGAwGgyEkxlgYDAaDISTGWBgMBoMhJMZYGAwGgyEkxlgYDAaDIST/H+ymsP9zywWZAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "session.run(40, ndiv=100, solver='gillespie').plot(y=['u', 'v+2*v2'], legend=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "alpha = 1\n",
    "\n",
    "with species_attributes():\n",
    "    u | v | {'D': 0.1}\n",
    "\n",
    "with reaction_rules():\n",
    "    u > u + u | 1.0\n",
    "    u + v > v | 1.0\n",
    "    u + v > u + v + v | alpha\n",
    "    v > ~v | alpha\n",
    "\n",
    "m = get_model()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "session = Session(model=m, y0={'u': 1.25 * 1600, 'v': 0.66 * 1600}, volume=1600)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "session.run(40).plot(y=['u', 'v+2*v2'], legend=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "session.run(40, ndiv=100, solver='gillespie').plot(y=['u', 'v+2*v2'], legend=True)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## A Lotka-Volterra-like Model in 2D"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [],
   "source": [
    "V = 1600.0\n",
    "session = Session(model=m, y0={'u': 1.25 * V, 'v': 0.66 * V}, volume=Real3(40, 40, 1))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "ret = session.run(\n",
    "    100, ndiv=1000, solver=('meso', Integer3(160, 160, 1)), rndseed=0,\n",
    "    observers=FixedIntervalHDF5Observer(2, \"test%03d.h5\"))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "ret.plot(y=['u', 'v+2*v2'], legend=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [],
   "source": [
    "assert V == ret.world.volume()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x432 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "show(ret.world)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {
    "tags": [
     "nbsphinx-thumbnail"
    ]
   },
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 604.8x432 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plotting.plot_world_with_attractive_mpl(\n",
    "    ret.world, linewidth=0, noaxis=True, figsize=6, whratio=1.4,\n",
    "    angle=(-90, 90, 6), legend=False, max_count=None)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
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      ],
      "text/plain": [
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     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plotting.plot_movie_with_attractive_mpl(\n",
    "    ret.observers[1], linewidth=0, noaxis=True, figsize=6, whratio=1.4,\n",
    "    angle=(-90, 90, 6), bitrate='10M')"
   ]
  }
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