{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "c82c2054",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "MDAnalysis  : INFO     MDAnalysis 2.0.0-dev0 STARTED logging to 'MDAnalysis.log'\n",
      "/Users/estefania/python_playground/mdanalysis/package/MDAnalysis/topology/guessers.py:146: UserWarning: Failed to guess the mass for the following atom types: D\n",
      "  warnings.warn(\"Failed to guess the mass for the following atom types: {}\".format(atom_type))\n",
      "/Users/estefania/python_playground/mdanalysis/package/MDAnalysis/topology/guessers.py:146: UserWarning: Failed to guess the mass for the following atom types: G\n",
      "  warnings.warn(\"Failed to guess the mass for the following atom types: {}\".format(atom_type))\n",
      "/Users/estefania/python_playground/mdanalysis/package/MDAnalysis/topology/guessers.py:146: UserWarning: Failed to guess the mass for the following atom types: R\n",
      "  warnings.warn(\"Failed to guess the mass for the following atom types: {}\".format(atom_type))\n",
      "MDAnalysis.analysis.base: INFO     Choosing frames to analyze\n",
      "MDAnalysis.analysis.base: INFO     Starting preparation\n",
      "/Users/estefania/python_playground/membrane-curvature/membrane_curvature/surface.py:101: UserWarning: Atom outside grid boundaries. Skipping atom.\n",
      "  warnings.warn(msg)\n",
      "MDAnalysis.analysis.base: INFO     Finishing up\n",
      "MDAnalysis.analysis.base: INFO     Choosing frames to analyze\n",
      "MDAnalysis.analysis.base: INFO     Starting preparation\n",
      "MDAnalysis.analysis.base: INFO     Finishing up\n"
     ]
    }
   ],
   "source": [
    "import MDAnalysis as mda\n",
    "from membrane_curvature.base import MembraneCurvature\n",
    "from membrane_curvature.tests.datafiles import (MEMB_GRO, \n",
    "                                                MEMB_XTC)\n",
    "\n",
    "u = mda.Universe(MEMB_GRO, MEMB_XTC)\n",
    "\n",
    "mc_upper = MembraneCurvature(u, \n",
    "                             select=\"resid 103-1023 and name PO4\",\n",
    "                             n_x_bins=12, \n",
    "                             n_y_bins=12).run()\n",
    "\n",
    "mc_lower = MembraneCurvature(u, \n",
    "                             select='resid 1024-2046 and name PO4', \n",
    "                             n_x_bins=12, \n",
    "                             n_y_bins=12).run()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "7991b162",
   "metadata": {},
   "outputs": [],
   "source": [
    "# surface\n",
    "surf_upper = mc_upper.results.average_z_surface\n",
    "surf_lower = mc_lower.results.average_z_surface\n",
    "\n",
    "# mean curvature\n",
    "mean_upper = mc_upper.results.average_mean\n",
    "mean_lower = mc_lower.results.average_mean\n",
    "\n",
    "# Gaussian curvature\n",
    "gauss_upper = mc_upper.results.average_gaussian\n",
    "gauss_lower = mc_lower.results.average_gaussian"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "49d2284e",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.9152833670901555 0.8257232286053238\n"
     ]
    }
   ],
   "source": [
    "import numpy as np\n",
    "print(np.max(mean_lower), np.max(mean_upper))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "2d7c9c2b",
   "metadata": {},
   "outputs": [
    {
     "data": {
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C74YQfiWE8D7ENteFEL42hPDKEMLvhBBeEEL4c/t1F0IIPxlCeEsI4S3EvjGE8JshhJfvfz5sifPaAofvIQXsb7Vx+9q7OvJdVg02Gx1wqb73fFvMGg+1wlSzzUxvrLrtjT4Pi3DkAyknQK3CtBniJewJ24+i9cN1xvbaNmtilDvuhQtnr20tB5ZaL+aPOlaeD+DbYox/GcC/AvACYpvPAvC+AD4AwOP2y/7Z/t979/s9STjGh8QY/+r+5+fGdHv7jC9qoljCUl29yh/n8uWhA9eFC/Z3mju81O1DohaGKs/fet55G/m+3PK8T9y135L3U3s9rlwNtPc+7XzIg01HgZBpmwOgJbogPeddEZ8GI3XpEn0O3PIBhxT342wQwG9fohlCWvPdNddEU7hVyyndIiGEGwC828RDvDHGeN+IhkIID8dOZH7UftEPAHheCOGWGOPt2abvB+AlMcZ79vu9CMCzAHxNjPFuAC8NIdwyok/HxHhBOmpAaBGRrVaMUTUXL8QHREvNkKbdjyV/0WJYNedcu535eqv4LJcDNmHaylr3WhQYRyLIzqEpjZbOnbv5M29i471o7dKs5xzAOdtqsY0tH/DpkGl/Cu58LaI0P450rPx4WmrnPOLR04jRraSfCbwbgNdPbP/JIYQ3V7a5M8Z4p6KtdwfwhiRwY4wxhPA6AI8BcHu23X8F8H+EEL4FwN0APhnALYY+3xZCeAiAlwL4shjjNcO+B8syHtItUFqjTtckZ2S1HgCJsqukAGm18isy+BawopRre+SArfXyjDgO1d9ur9ch0SNGtfk2C35dtE4hpoV6ZoY8L4oXNjdLvV5S7WEt3s+aDZhhUluFrGX6q2P9Dh3EixXbPAfAs5XtlS8S9UJ/N4DHAvhZANcAvATARyrbf2yM8XUhhJsBfCuArwHwDOW+B822BemSXlIFWkM62uCeClYvqWYdwA9KCcsjtoZX1EVpgUaMWu3GBkIc2kNrPHpLiNLRXlJpmxZRKu032ptstfc91B5/0TsqHXwDMf5fueEGPCL0p1LdGSM+6L4HovRPBlD1kCqbfj2AR4cQbogx3hdCCNh5TV+XbxRjjACeu/9BCOGTAbxKc4AY4+v2/14LIXwzgG9T9u3g2bYgbaVF4SnC9iWSAe19t9fykmqmcrKG68s2tF7SVlEK6IRp6znMouWxPXpR2vKl1vPyjQhxNNA6TZokTqeJ0gzKPmrMUstlHi1K0z5U36T1tT6Ogup3lxg9AB4RAh49QJAWvDLGeMeIhmKMbw4h/AaApwC4FcDHA7i9yB9FCOFGADfGGP80hPAwAF8E4Mtq7YcQ3hHA3THGu0II1wH4JAC/MaLvh8BxClKOATHj0pCO0oTNXlKt66GDJcdnySluCdFLwhSY75EeHfqTrksuCA5xEDpHz5/dGeHl0XpLG45Ffdy2ilFu2/I9GO74YowVJTLzZSNsZY8oTdTe/RHpOFabqblHkhit/lU34OBSvDbMZwO4NYTwTACXAXw6AIQQvgPAC2OMLwTw5wH8TAjhfgDXA/iGGOOPpgZCCL8O4BEA3jGEcAeAn44xfhqA9wbw/BBCxE6f/ToerM4/ek5LkFpQekmBeemcKi+psQOWyvLWc7IOGpYJEiRvqKWgSZun1cKadv/K1YCLF9c7fhfWoqQZYrRsbyX3ee8fj5BE6Va8pBSa/VqLncr9pTaobaVjWffVeLMlXIyuR4zx1QCeQCx/Wvb/N2EnLrk2PoBZ/kvYTRd1kowXpBvIQ2lGaRVmjVNcIU6TKDUqrVHnk7rQkxdbnrPGG1oL0deEaWLtXN4FZy87HFrFaK/aKNvVzLFkhHrvrCLIGqY+R4t6HOAl7bWjvcI0b0NL6/2S7A4X9eEwidFDE6I33wxcd11/O29/O/Cnf9rfjrMox+shHVwpVHoBNhe6T51oOF4rmqmhlhSlQLswLfcp99OwhO2fOrXPFmkRo9obZ31pV7zo0rvG6WQpxWUIlSjSTC9p2Y20H0XPO8Nd97J/NVso5arm/efuU1pmmtrp0MSoc/IcryAdgVFRrR66r5APGFsp5EloLnXr1E6SMC23LftUQvXR7f4kZorRcvvRN5HohyZdhuqG5V3VzkIxsxhuSS9pjiZVqOyTtJ5qX9rech75eVP9sIjng/eKOs6eAb7xjTIh9lq++C1RQg2aQanl77Jr0RpW6fwvXFgm/H31qn4Ql7a1TLlT/jgDuXTpwZ+S0WJ01L6NaJ65FrG21scmJXA1l3WkHbW8k+m9r73/ZZvl9uXvlI2QxCw1e0mNdM1cjDrHxHgP6RZcSK2TZDdAfeHPqibtmcZF4x0ddZssEzpL+1Dna5naxVrQdHLh8K0hXXhJjDIPHPXBJr4rs0IcSgalcQLQTZl2xna0nvuKFfe1bqXj9LaRqHlEtcVYqV89hUzVA5Rov1IOtiLSOQaWCdmXb9JMSzTZ01GruB+JRZSmvlHLpfZTm4fEKKHJDeguTDcEdYMqYlR67qtTZI1QSoNskObDccmpzFppnZd01Id9asu6Tw7l0aS21c4UlmxPsufpX03qEukd7c312AoXLgA3DJAl993nRU0HyDoh+xTPHW1BrdPGaFBYxFmhe+7wnJ1JYXwpnL+2jRop8qQBWxual0J8llC+M4HBYlS97QRlZ/2ItaSc5Ou5NsqQ81CyxmvRGoVjewpSGL0WWteI0VrYntpO6xCo2sxapx3nQFg/h3SEOK3tz73Rky3ibFFqtTnSl72FstKTS/kr13PCvSfDomUeQOtgv6R913hHjtpzK9mDyom3RC6Gi1LlftZwrxarx+7M+Q+2h9bndOaHPYclyk3ZT06IUsep3WNO+DrOqTA+ZE9ZFe3bNdr6WIWo0iJSYXuuWnTkdFBUd6RqcU3Iz/K1XssB0w5ALTmmrdtKYXnr/I2zQ/kzHPwHheUCFNtKYrR238S5fYGjKRRRTQPVYrAUdpurrC8PNyt034vmY97SR0v+6JQpuxxngyyTQ2qdX2PksUomFjzNmjA/R8qJ6p22xIp1vB4pRC2MFKVpP2Bsf3vE6HkxtUyO82I0iFHq2Zbum1gcqHnQhRu4VM55K+fOfQEFeIiidASlbdHkjJpw16pzwCwjSEtGC1Trn7do2b8DqzHVfBGX7UmnV8tD5UJMiXLOPGqwaGWpL//RojTtm5h1HlK7R/F36yUUEQvr34bP12uLA88de7iKGEvZPXPFvYXKddBW1m9NlI6akmuWd/OBe3UMKt1x9qwjSEvWiIFqjt0w6PSG7tO+VrFjmXuP2y9fJ/U39aflO6L3Vvfs3yJKAd1j0CNOrU77kxSiQFWMtuRUm72lRD9msLYg6/UKS7tQoftyHbWe2mbrbDLUvuULePPNwEMe0t/Ovff2t+EsznhBanXVLXn8RK9HVdF8iyjlBlRqucXQjZh3lBKho4ztFoy25MmwOsRGeEWo/dV/HvBQ5xI0fByOCoM3i1Il2n5qhZZmu9qzKnlJAZwP3+c7Vg5gvS9bFaVS+lU6fq3v1H55++UyC+bnc8si1HH2LOsh5d6+CUn0Zxg6+/A2aM1y6J2uLr+Umv22IDaB/ts6S5RqislP/u9UKy58T9bPbFHayshCyfIcpQKnapEXAydGraJTK0rTecyilqqUlgNn0xKofo3yk5xD8zCckq1wDppthOxHicCWN3qSAJ1dda/BMs1IC6PEpuYWjJqmSqImIkeL0iYxqpnL6lA9pBSKuUa1U3/VCtU4UQrY0yRaPLjczBWcHQHahE+iJkoB/Xlbz3eEKE3bAcvYVEshlqZkIW1DPXdb+ZB3nCXZhiC1sCHRWWOmKG3d3yJCtcZ+icurPYZWgLQys55FFKO9ru1Dg7nIWjEqFepJ03pJU0MlJJE2o6K+Fj7WUvtAooq9Zs4Q0CJK836WbfUg5cuXaUqW2QHKthzH4VlmHtKlWEh4zjLSkkGzVumPpPeyWh+Jnv4vUfE/QpTW9hfF6IiHZKsMyE/URjClqdOkZ2FJkZaYNaUc9SzPmNZM+3GuycuccS2oVNn8eAAdvi8/2rXXrPSOduWUtno4tvhBe+EC8A7v0N/O3Xf3t+EszuF5SDuUwBrzAc4O3bfYFOq4M9NyrdTanmFH1/Ze5Mdnxag0RcIxYBSjvc9B7Y8gzH7Ga0Uz1D6pb61Q59XyRzdasIjS/PhUpGbEteDgxGl+zDKXvrx2mlSK1muajk/m+pYXWZPi4zgbYXuCtEFwbn3i6d4veku0tlWjaLx+ytl4hiCdB9ePNaahaqG8XsPEqA8y5ue/JkqB9Z6RGdOu5ftxwjQdn9qH6ocFru+c6NR4S6U+9qIRw1QfNDmk5f9LryklcofYWrcTzkZZT5AeofC0MjLSMrvatERrcGtYcuNq57i2l3MonBiVROqRMsM7mqPJLQWWf75qOdyzhCl1TCm9gWtDoieET/WvpQ8UNXtECdN8P20fyu0WK3M4EZvhHCbLCVLDG2cRniPfr7VCdBJS+uDIKZxSe5L3TlrXisXb2SJS10RzfVjvaMIiRrd8MRqx2IIRhYK1SvzEzBB2yVLCtGwvp1Ys2HJtJG9pLTw/q7q+7DvnyS2PXduP265ss7nivjcH7Ahth3N4zBGkE7yfS3zYzZj0PYebT6/lryxp61ykL/faVz0nRq0eUw1SKC6hEakz7arlHDXpDdVQvUaMHvFAwtmEmbZAMff7uT702ArLh+psYZqoCdSe2QootIJzSWFaHjMhTe0kCdSSWk7pFI/piXzEOofLeEFqfJN6Bp3ed6llXsLZtHhSy+2p/XsGUG6+PO76tRQlaYSlJl+M69Psv72Q05VrK81XBIx1kW+YtdNztMIU6Ben1jxIjTAd+Rhw51ebraAljF8eT5NbSvVhxFR1mrQA7dyjHDWbOlWkblGMXrwI3Hhjfztve1t/G87irJZDahWiM96dNXLHWgcLbeRW0zZVJVqeo/YLv3cAzvtAtZ+oeVBr571EjpZ0LdSFTIl0QieYS7q2GM2xCFNgnDjVCtOeIkYt+blTNnH03LycMLVU2Y/oj+bjVvvxrXkWZqREsWxRjDonzyqCVFukUHtnrOMw94KPDkFZGVXcJBViU1WzFiNJVX6W+/f8NZvW3C3t/jOxhudMofqEi9FVsQpToM9uaL2mnLdU+vBtmYmgPF4ptKyiNH/uLX9ytOzPzOmfOKTz1KQeadvitmt6po7MTjjHyaKCVOsVnTV1Wk9u1EhR2hNSq10bbn2tKIGCE6NV7x7XieLA5b6cQG0Jz2lzUFvRPgvqQVoK1WvF6IF7PbYqRnNaPaa9eaZleyXaCeRbbKvkDc3torQuQdkLjR3QCtP82BK9tnyWZ3aRNLEjTvVxDpvFBKnGK2p9T7Tjr9XzyX3tr5VXSpFfl5oYLUnnx52PdI6iGK11oDKXTGqvfFZqA3LNe0q1MxNtbq06VJ84Ys+oBe2UQTV6xGKLMJ1dmd8SadGm+OTHL89dEqUtUHbAWtA0+11vbd/6HHRFVw78A9U5Pdabh1TBqKLApTyfPeSDyciiBMv5SZWf5boHjOGoqUayA0jhPGvu2GybrBl8qevfFKqXOILB5+KF2O0lHSHKLPagJZTfS2uYWjszhzbVZ3TuaAknTLmIychXYFRxZElrCF/8mD2mQsibbtr99HLddf1tOIuzmiCteUdnRCMtns/ZxnZ0JexoJHEqilHNSXFuaeLArV7TxJJCIYcbeFReZat39AjEaEIrSme+Py2FSRp7Mfrjt2caOe0jxOWPlqJUc27WHPN8v5q3NO9fgjqnXnuwtD2pfszm9FbLOs7KbMJDKolRybhy75JkGHuF5lY8qiPpTrzvmadKmcir8Zq2dmcETYNxLQSvOZEjEqOJXk9p7xzhORZxOvsjdhbWVB9AtoOq62Ccl0kbxheaOAjMdqTXO+o4G2IVQSqNsyOiC7VBhDKYa3hJLSRvyIjBVpqyKV9G/f+cd9SaV0FdeKozQiyU85qWfaXQFm+MgvVm+KAhUrvHwPJRBk3O6dI2o+UaSI9b7SOfEqUaL6nZO2qImGijJTW26mhQFY66d9Q5Alb3kM5OdbEWLvW0OQNOgGrDdS35o9z/VYOKprCJy5sAmoQpoK/QHnXfmsKPtYfaxeg5NB8fIwqcLNTef8m2rBVh6a2Ry1/PbtFtuTEdqTyHRtWmWO2H2xbnwFhdkGoZ/TG3Fc9nTmthk2Xb0jvaZMA576gl9pd3Jkf6guD2gTx1jERrXluV2rXQKoBaWzMqOjaIFMbfoijdAj01cjVvsCV3dAhGYboFum2Ldo6uJQowHGcBDkKQemThLGmgtVScWqvBuf+ztE5/YJ36QFnWPExojjTm2jnMNJMoLlFqvDEk8dEiSntD/t15lCvCPW7l9SiF6YyIk6kYoCHHXMO0D1MtLcUSmrC9VtRuhYsXgZtv7m/n+uv723AW5yAE6RZZw0MiDaDlulyfcHPZUVM6cf9/AG1VuBZrCJ86Zs/I39r3UQZ9tIDcsgoaBOctdU+p/HrWPKa13H5Njn31erTkCQDNqTybpCd6os1lO+IPU+d4GS9IGYGRDyI1z4TFZtWgjKM0pdEW0Xp5JMdZvj21vuYRPWfkR35h9ybdLeXFHEFvKP+YMXxkWEXpTKxew7VFLCVQOU1D/eWlsv+LnE9jKs+qWOyS1gvaur1mX8dZmTke0oHxqp4BRitGOZaeV1ADVW1fitLUt3I/6XdgZaFeE6UzOrO1aZWk+Wu4arVjHVwU4tQiSi3FgYcE13fLOUkph9NSD3qqwiVhCtg7vJY30SIqewRorQ3H2QjzQvYdlmxEiM2iXdbwVoywDVIRFHdO+XJp+qdVHA61Z6ZHmNYu+GzPQu9kqZKi6mn3EBDEhlRtrRWlI1jj41RTu1J6Q6XwvdRGOdXTlPPVikpLOs8W0YTYW8Pwx/j+OyfD3BxShSidMUhwdsriAZz5N6p7P3bzwVZbmV8L1Uvi1NzBHjQfMtRJtri6lkz4X2qg2HLuyQgUKUFbYlbYXhKjrd5R6fXmziNf3uVNLQ+uqcqcFTmZRYsQHTX/IcUWr9tNN43xhsSN5xE7JPOLmjIrZckjzbFuS7GVvNFWWyIJ91KUatqSti3XL14k0DKy9YTfR4TDNIz+u4Vb9wRZqeWZJIRKa83fPaeyHw7JsaTtq8U7OvpRyl9h8U8Naw9emyqupGYIrTd85NcDYBOi1iKnLebTOo6CTVXZ9w4Mo8Roqxbi2lxisNN4mvPz0obuV2NUscIoETpiABs9eBz7wFPLQVF8uBya2GxhhHeUW5df9mFzj/bcEK1dGH3TraLXIiI5N7XGW1pr/9hthHNULCNIGS9pghJT5TKphmMtIVoyws5q12sq6jkkMbo5+2UVpi1V7DPCYp3ePqeA++orRKkmdL8VL6lV2NUeXUrXcN5RKVQ/Kr9dRatrdgvvTcuFahGjWvs0fIJYx1mWVT2k1CBQGxi0BnxGvugMlkxjpIRovpxapgrXz6wWSfS03yNCW49LTdCY8IGDRiMyKBVXEaVb9pL2RFe0YlRihhhdFE3Uocd2jHwnuYutEaKaG8PZGLctzoEwXpAOLL9s0Tnce7c1MTpCiGpn/uEKmqh13LKDZHQ1q+VLSSrKUHr7RI7mJhHUCloaROnW6anHqznTJO9orQ9rzB7Q3YGRH8ea4qqWdriLXW6fL7MY+vK6lbZlq/bj4sXt9s2ZzhwPaWXAqIXtyyrytLvEoQtRoL22ptVrzHlMmzqxFbQXcXQ1ay2ERnn/FMKKbe+U4K4doL4mpZd0K2F7K9aIr7aQaZXz1r5z2vSXJWhJFdDctJq3tMVDuvrXhOPYWL2oSTsIcMJUsgtbEqMtQnQkWjGaLzdV1y8RtqeoXTyrELW4jxJSvLUmOLWDhmX6hEOlJjJrHuQVvaRLjPutYpTap+dVXd2uagXqzOmRtIVDFjFKbVdzf9f6YBGlh24/nINnniAd6CUtt6nRYzA1767Fzs3wiFqQhGi5vlmMzqYnnsm1YQ2hSUgD5GwvxTEOIlK+bU3QC6J1lpd0ZqEk0DZDELWME6Pab63pj1qrgJz9Ra/J/7bSk1vBtdfyoZs4RjviHByre0gBeaJ3QP9etgpRq17QDlqj62askStLiH7IhPi9XtIZ0xS05JGOqLC35HPVWN0ltSKU17R38K0wYt7jEdTsh6WoqUWMaji4R9Bin0ZPxi999FqnWeG2Obgb4jgPMleQVgYKLqTGTfmUmsyxijLLvhK1QavFScdt10KPGF3cO9p6wlb3c4sQ1QwEmj/FI70LLYLqGAceKT+vUdTXwvbcN5RGlPbYHgmr7VhDjHLnni9fPX2xN9QkheWtwlQbepdC9RpXtvRecOuO0ZY4B8nyHlLmpdCE09J2GmYJUQ2j0hZrcDpGKqacLkatXtIR4fhae7OEKLWt5LnLf9d6M2o3sLb9ISJdT4C+hspr2+L9XLKmptcrWi7vEaPSfMXcdqvSIkC1N5f7WKqF86ljlMulUL1GjKb15fOflkkfvFsTozffPKZP99/f34azOKuH7Ms/JwqcDd8DtohxjTXFqHZQ4M53tO1QidFZhUqjEnGltmYLUSuzHr7NKIIJLBCGrH1DLeW8nhGip9odlXK5CS3Tmu9k2Y6aLQOQxSlH64eu45wA6wjSSjUs5S3tZY0xWzOYlOskKFvYWkTZJUZH5FjWGCVCuW2XFqMl3M2QHvZNKICJcGFQKWeU85JmLFVt33N7tFGVmk0ZJUQl72gtKjP9MR0tQi3t1KZyk5AGgV40N0xyczvOBljdQ5qY8ddVZr93LcVNLdGY8php3xZRmreRWNQzWqNlWgJuv6WFqKlSTMGo6aAODUoAWD2lxrB9bz3eSDHKrV8qV1TzfURpG/OjSBUL1DqruUlWO1GjNv+t5DWtHVPbnxEDYsmxf+A6B8d6gpQYMChRmmPNe9KiyZvUeFhqH8DUgMGF2Shym3Tpkk2UmmzPTDFqzVNo2WeGEO2t5D5G4bgEGm/ooLB+iyidMaZLwtPiFR2pX7Te0am0Rk00+2qPmz9/AO3Nr6G1T0vjNspZmXU9pIwoBWgBOPp9sRTwWMJ+mgGFGkzy9TnUGJz+T43R0vjcXcTU48EYISy57WuFA9pjSvv2itKEh+tppMIRbWig8x5pROnIW6HJObfUvpTLqWMkqPPQFDJtMvJr/eBszV8on1FNURN33Bkf/oduJy5cGPNgeVHTQbJ+yJ5RT7lQGp3/tdS0RtoBhRuU8jEYeLBwMq3TCNDmTo9mhLhcSogmyjCZxQW9RLj+WKGE6aiPgT1SBHStMb1FjGqq7jmsdkO6/Fya4iK2VitGW72QXAoJUA/n9x5bQ8uNsbThOAsxV5BqH/JKcjhn1KxCtdc4thRHaAcUSxSHmtGjRZQu6h3Vbt8zuIwQoeWgonmGa2KU84Jqlp8y3ENNLa8sW+vPiLboEKsYneF009bFNIn3/GugJY+0xogP17w/1PYaYWrtY4k0ITe3/YxtHWch5gnSloe8fEkr1m5Tf96ygLOJ3GCiCRPm4jNRTjPX5UgaFeLS7KsZNJYSoj3nNlqMao5xSkwM0Y+qE9E4qHqPUxOjltxRrZOsFqrfROi+xWZYbgYXIdEI0xFoE5sp27KpG+U4deYI0lEPvpRQuRI1TwtX9cqF41qLEHJhSqXXmT2mvWLUkgfaIkZHFSqNDJ3NEKOnPGhIhSIaj2gDraLUepuo41DvPiU0JTHaYj9q9WCtj2Tz7Wj1klptRsuHay0kzwnTcl/t8bg+aPtojeicsr1xNsd4QTr7ATd6UZeCsxflgEENJrWQW+kdzX/P96e8pINT7/oZIUZnFjDk+/TkjLaE41ctYd4QtVy82gPNKC7uY1LrxRyRFmzRWZxgbQ3Zt+SL1kL11DXZhL3ptRnUNlKFPbWsNUJDPSilKK1VpGlyKjZxoxznQeYXNfV6pGovjeaLdGEoPVV6TrVejjJEn8gLnEo7qU27UzHaO1rbxipGe44tsYQYHfG8bu6LYyA1V165neIhlyIca1/G2rdavt6a8pO2qU0T16pfVje9lg/S1kRbrsK+JkwlLHZKe3Okr4TVb1SFUVX2997b34azOHMF6YjwKNUG98DOyuNpgPsgp0L65e+c9zP3jgL1ImRqfF5Mv2g8EhYx2hr6b4G7QFqvBLW9NUy/gWd4sxgEKMWSBU4aao82F03R5o9q3neLhhniHS29gCOLm6T9Wj5gKcMK9AtTzTGtbnvKzmhvlNscZ2XmCdKRuXpc2xsTppS+qglTTqRyA0spShP5qZa5pVPRehtGitFZQlTCIkYlwTlDjJbnfvGibf8t0/oFpfWuDmKUyNV8sNbC9lSblkthdbCtomMsCbOJVruRb0OF5FuEqbb/FpFbE6PSjXIx6myAOYK0VRxw4kYK1SWol3SBgUhD8nCU4XmpYCFB2TrutCTb1yROa/dR622wiFFriH60ENUIRG2I3rKO2+aU0Hxo1q6P8p3vFZDUDB/lstb2Oe9ouU7ymuYkZ6PFBtQivE0R4JoXVFtRXsLZD0mM9npfS2GqLX7qwSJEtcvLdY6zIuMFqfXFsyaWA7waW1iUUiKS84qW+9WqZ4Gz+aO5V1TKKy3ZiCbn6cn9mu0VBebli7oYHQNV5ZeouAYtf3yjZYo5i+jVpE5LBZFaR5/0Qds7+1h5+bun5esJ27eiNazl80ZF5WbnR7WkCLkYdQRCCNcBuDHGeNcax59f1MTRmlie9l3pRWodYDik0BvnFdXYOSpsX162K1fD+Llce0RkS+6XhPU5qV3UrYrRtatxZlMTmyXcyyI8D0vPaazxblKvQy29Z0beuPTYS0yxLyPg7ExtqhTqwgJ2b2kPmvz2QxajN988pl9ve1t/GydACOFGAJ8M4KMB/E0AD98tDncDeBWAlwH43hjjK5boz3VLHOQMV6/2idG8nRKroZnM5cvnw/VSAQPX/VpILi1P7WsHsjNYjUDLNe0J1dfaKrH2ryYStyBGL12if04Ji0ed238le9ACZTNquslyeounFdbeh7VEkjZSpxl3Rua41971CxfsYrTcxzk5QggPDSE8C8AbALwAwPsAeCmAfwPgXwL4LgBvBfCPAfx6COHnQghPmN2vZT2kmpeeS4Li2luwjJzyjmqKCqh9NM7A8tRKx0/OFPtiDZlpR87aut5QfZlD0XJxtFOs9IhRTb9OTXC2QN3jWkhhQzNy5NTEZkntG9x6epbHbWOX7iy1YqYc6weKZtzhQviA/iJL29WKLLUzfFj64xwT/w3ANQBfiZ0H9E3URiGEAOAjAHwGgJ8OIfyTGON3zOrUMh7SmlciufUk9x+3Xvs1OtgrMuIQVC4YV8Cg8ZJySP1qKrxo8QAsFapvuc8WIbmUGD1F72eipYKaWiZ54PNtFvKa9pxWudzqNe1FmkHooLB8NEtQzww1RrV6Sy1itLQVlunmDv6GOo18OYD3iTF+HSdGASDueFmM8dOw86K+ZmanxgvS3MBrhaiFBcQmhVa4lVWxayKF+4aE7WsHb1m3dBHDCDFaMkKMOjY48Vkul2zOguI0dScdlltXotHYm0eTxqJZt1V6RamUJ1qbxaNn7mPnZIgx/rsY4/3GfV4bY7xtUpcArFXUdGCWtBSjUiFSvo1GnKaZTlJ0PJ/5hLMtNVvCRYZmF32ytHpHW+gpYtKK0Vo72nUjtj82NOevKVoqlwO28KlmZo8K3EdsT1Antw+ajJpNh9WXQrporVNNJbiUICqEP7ParHe6OWq7Nbh4cYwNvPvu/jZOiH11/VNijN+9Zj+WK2qqeSc2yJWrgRWjJSOdfjNyzqVB8Mw5jviSnu1hGmGwWoqPuG2166x9spAemi0MKq1o5lmsIbkQtWHWWrsKtHaj4xBnsEzj1POKS6mZ1Dk2pQRpOy5h+Uic9c60ekqpZa1e5dKrQXlUD91uOCN4CIDvXLsT4z2kByQ4OTgjShnjntzO8mOd83gkG6KxGZoanuGzZlkrukbQOkehpspdW1HPtdeCth0fOM4jeaO4qXkA2mNabpsz/MWZ9+1GRVd6HtWeUyenf+r1TI5mqf7M8JQey5RPzlRCCF8urH7IYh0RWM5DOhKNEGkQK5RHlGpOW4iUI9k6KTQ/wmmkuRSil7QHS7i+RdFrLkRt2pRyW+n3XlqvrXsxZDQzM2g8plRbUrsEkne0ZVYOLenxOMjJG2Z3aOZcwNbwWK/wtRYwKaZ8ksY+52j4UgDvBeARxM+7rtivB1gnh5R7IVcccKWX0TKDSLl9gsoNTR/GKXc0tc99zJaejgsX7B++6ZjpQ131cd7qjSypXTzqOBrPRctgppn+ZMY0TlZXk2Hb9Awf05+yN0/5lu+jzR0d6LXqHdRrtS559/MupuXcI2qJsvSwWJ66xibVtuHsDTBuMleAn3asfC6tF65FjGa4AD05Xgng+2KMP16u2E+Q/7Tlu3SW8YJ0RoJ4yWCLp/GKAnR6msbjIdm9clDhTl8aWLSDTO3yngmtSUJQWjcj7NUySNTaKrGKUYrRIV2hraMcTKzvtVRQkrenEabcNoY+UfdEE1lpyTHPCyGBszaEe5TLS9X6qHJ1ZNT6xNS/2iQVLeW/U3akVPR5m1uk9jwqxOhR2g5HwwvAa757ATxnwb6QrOMhXYJO0doiRjVTslD2UTOo5OtLj6n0f2nAMHlJt4BVmNYGFW0+hMabyjH44tYGk8uXj8xDWoMSkokW0dn4UaEVoxbKqAo1G0epp7QZLBpK+6CZ3CCxqk2pJedTH9ScMB2F1UtquYDSYAGIYrQ83dVtx003jfkYuHatv40jI8b4TcK6+3GUglSqytFQGxAW8I5qxCiHtJ7ybABnT6m0Q7VIzOgPedZL2hK2by06mj2XjSUxd4anRCN6lOG1I6ghHEP+klpD+bWiqAabw4nRkferfD1T+zMfY4soLTnnJV2ysIkSpQAvTIHDe7moG8CI0UM7Nec0WKaoKZ/ySTvNioVGa9sjRiXvqIZcUOZ55nn9TbkNtS/1O0XNq5uf21GFdMoLynkTlhKjDXDPqQ8qDNwE9+VFy7eh1inpmeJJYz+kyAhnG3J6bUfeTwnNNFDT0BQtcRdHSuPhbMPaaJw2SjHKvS7O8RNC+LK1+5CzXsh+g3HiVjEqQYXaUhu1goScJTyl5C1Z0ouRaAmfWZ4lzbYjvfTWZ90QYjuqQYS75r156WX71vshbG+5Py0CTRuqt2SnUMKWg/J8Sg7kEbU6amqheCraoskZpZ63NT2nRvFZwonRo7IdTitfDOAr1u5EYpmiplGepgW9WBYxWhOoVKieEqYSUhojJVA1bVK5YQmyCKE8gRHTl9SqwXppFILN7U2YqzJx1GJUwvqscSqIm590QIg+bzI/HLVOcyrUqyZ91JbH6TWV1GXgQvSWNNypxU0ALUpTJ3MkgWkRp9T+FEs5X4pBQStGPdpysmwqHLqMh5QrPOhN3LZsW7HGmpwvyjZZ6mvKASQfXDTUam1ql0gSoOU25w5UiylyucM1S9eSmyq1paVFNC7s0T+5wUR6FmrPYLkfJ0C4h1/7IWEIg1Lrah7T/BLUHHyUbtKaPi7iQqG5ZJIpH+ol1XhBrUVLksCsiVNq/1l0HIdKDdmk3Rj1p0Pvuqu/jdNg4tehnXlFTZyHAhgX0+nwRGnyJGsDCfdya1/0ltOW0p1a6PKSrk1v6H3kcWpIz7lBHWx+QOml5rlqVeOlRzS1J7kCG73dM+5RTYdpu1n7qK2hFZ4TAwU6uA8YjXeTewY14nQUks3hEoAZ76hWjJ5MxMXZLPM8pPkTX75cVmtl8Xg2iAeLF1RbhEC98KMNtEbfcEi5YV25pNJ20iAxIux1AF5PLZT3rScEfJDM+PihVFODANV4r0fkk1JpPqmt3kfX8rpoq+s1YX3zTB6tzwFXSV+2naMN7Y8Qp9YQlwGtGD1a2+EcJMuE7Hu8oAvmjeZQ9o+ziSNs6ChbpA3b15YlxJyvkQVPM7zkWxKbnXmJJzGgcKFWqXCFQvoYHkyLGK1RnjIVbeZC6ByWoicN072hFttSM7bUl7fUVsJaEGW5ydoLVqtAM06XcLS2w2nlBHNIl6L20u7hwvXaHFGtp6NlLFxSQ5m9pAkuuU2jzEeI2C2L0J6RmShEKLHkIx4kXGKkNTRP/Z4LipacdOHeSo90S5YBpYuoLreE7aljaJCEp8aDOiyX1JojSu1PwbVZtqvxmpZtWmyWJVxPrOO8oyeRh+5Y+YW1O5CznCDVWqOaVR2cRKn1hI5+YVujz7O+aiXP6QNeUmog0C6zrJf2o9AYcA0zhTKH0HfNgHLUA8lID/xAygG/ZPTAr3HarUGPwFT/meKE9sPWIkxLJE9qTZxKxXgSkhhV5opSN+HkbYejIsb4pLX7kLNsUVOOJs7Tm4HfSY93tGRU5oGmIrZGLdymCsH1eEmtWIVo63NiCe1Zjql5jg19lgaUDeo3PdJzonmGNOtLL6n0sCvviTadYoQA6BWgvX1oyRk1eUnLpNnWB1p7obSh/tpUUppiqVr/JDFaa0cRXQEOQIyO+tOhN93U34azOHOLmpb6fB/gIbPMKJMftsXujMplH1041ewlpdB4SRPUdtawvHX71tCeta9GauE2TfjtoCkH+xYPfAtGe1WLoli7N+tbW4pCzzqeVnx2z0k64jmQOlgrYhrlurZ8sArpI1rbUXJU9sM5aOYJ0hkV0RtEcgqWaISodFl60qZKhnpJuUrZcjnX2dY5a6R9tZ6FhPYi9ibq5fsz3g3LgHK0g4nFAz/qeBKMB0p7/Wd7pCxpjTkjhLNGy1ftSUvYfjaWCvsRHlLBNpDLst8ttqMmUJ3TI4TwcQA+FcBjAdxYrI4xxvdboh9zBOmMz/BBuaMz/k57bietQtSibywRpFaG5pJSy1sHFa0YbX32JG9Hb3sA/xA0fJhtNtzWC/eszPCIStc/v3fK52lmqN76SNe276nW11DzkubLuv8i3MgiyZbq+5pR1h6b2k+ZQ+pi1OkhhPCFAL4awB8BeA2Aa2v1Zbwg5V5Ea0HTCFG74GCvSWfUahSJ3E4nNE7IGtQgIno10kBADR61AgRtRy05otrnS2OJW8Wptr+EGBoRqj8KoVq7R6VILb8GpYvQaVOkuR0TIwb6ARlIJFpn3sz0ATGc3+oltYhS6eS04alWdzQHNzAoxGmLGOU4CvvhtPAMAP8OwGfHGO9fsyPLVdlz9AwSnQNMayGmNoUyh/OKSo4/bRFpqxPSkjZ3zktadqoWXqUunOQ64dCKUW2himYApNAU7ykfAo3QqXFUgwmVAjLDS0odt/Z/Aunaz/iekbaV+sE9+qODA9SxzbmkFi9p2iYn336EwrZ4Qls+irhBYVCKz8F8yI7606FXrvS3cTq8M4DvW1uMAmsJ0g3nj7Zqq3xduS+3vuYxlWysxglpNTRaLykZuq/lk1KdLLG6hqxJuLV2LYLHKpyVYjRH6x3d1IAyCosA1XhJpTC8YQC0eEe198XqWK9tR/WJ+vaz1ulY4KIrzV5Sya5QjPBWcseofdSODNfnyxsiKvkyablz0vwCgMcBeNnaHZkrSLWJ2xtFqsnR2DutV1RrO2uic1S6ZkkaRMjcL40oBc5fuN4plWbmKbd44jQ5zsSAAtADhud6ZXBhek6kSM8G91JSYdLs/1zu+Yz8UMtHbQ1OFJa6qyZO03YU3OXmxKf4kZs6TaX+lAcdpaisaWajchy03orCI5p3oZYfytkRF6NOxj8H8EMhhNcD+IkY4z1rdWS5HFKgPX+nhUleWI0d7PGK1rCKTqvdthQkkJ3KxUJqkOpIT4itxVVkQeM1lY5VucmUV1Q7sEhdOngsHnWNR57aJ2+7XEZ4oqj7PCp31Pq9rvWYcnD55xpx2nI86vilKO0qcBohSltOatTHsDGKAtiFaLm8XOc42BUyvQTADwGIIYS7ivUxxvjnl+jIMiH7moer19Iq0VbY19KXNFHBtC+3Xuv0o44j2WVrqp02j5QSquxfW+E6RCXA5ielYbYY7WlXKUQB2SuaLyuXHz3Sy8Xlklo9paUYrbyMXFpF632xekVrQSXNXJ5XrgYxbD8yoJEjFkZm/VB95I5miQhd44frCFtB3bOTsiWTCCG8J4DvAvAwAH8K4KkxxlcR230WgC8CcB2AlwJ4Rozxvv26jwHwtdhpsFcA+PQY49X9ug8G8HwANwF4PYCnxBjvnHhK/wrAPwHwcgC/DeCIPKSt3q0WLFU5FWp5oZY0IWvITRthtOSxthS1JzShNrMoTQ20dCjfh8IiZkdbZIW6qA0u2uXluqNF+4VV+/Ch4MSo0jvai8UrKglRUoRyuZfE9rlApbyiI4XpEHuSn88IL6lm3Bh5/zdgJ1yMDuP5AL4txnhrCOETALwAwBPyDUIIfxHAVwB4fwBvBvAjAD4LwPNDCBf2+3x4jPF3QgjPA/AlAL44hBAAfC+Ap8UYbwshfAGArwPwKRPP56kAvjrG+MUTj6Fi2aImjWtgI0gRZksUd3TYjUMT7Sy30R5bM4gAoHNK04ZUpzi1XXZawupZ1RxT21alL9YBxrKO685RDzqSlxSof6Xl7UjbCN7Rmoeq7G4Nqxg9Iyw16pASdFk7pTBNm8zymKa21KI0MTJ0P8qmaNtj2iwjdi1eT81zeFA24eabx2iCm2/ub4MghPBwAB8A4KP2i34AwPNCCLfEGG/PNv0EAD8UY3zTfr9vBfB/YSdmnwzgV2OMv7Pf9psBvAjAFwP4QAB3xxhv2697PoA3hxAeEmO8d8pJAdcD+KlJbZtYNoe0ZKliFSVaz2KLE3iEELWk2NXaqB2/DLXVBhGgKHRKG5Yd50a02fedCuNqBzLjADZaiJbrJVZ8fcYieT/LAieATpDk2i23u3RJF8YfjEWMVoWo9jkucrU5YTo6lK+1JwmxaJI7tyWVV4OolQQo4J7QiTx+LyQl7lSGxd8dwBtS6D3GGEMIrwPwGAC3Z9s9BsAfZL/fvl/GrXtUCOG6cl2M8UoI4QqARwB4naJ/LfxnAH8DR19lX7JkOH8gPY68JTW3VrBqj98lSssOzHC1tIiGUo333IyBIbdyHbfNSaEVpWkZcP4iamLkjBjVeEdbGSJGrR0pwyOpLaMwpSJHWmdtzZ5U80mlZSNEqSXns7IfVbPQ+4HqArSJFyu2eQ6AZyvbK/NluOKUKGwjJX5r2x/FVwD4jyGEawB+HMAfn+tQjOeWzWD5HFKOjYjRmoHVdpO7DKNPs+YlbfGi5mRjFoDzg0halzsgz4Xw8417RrRR9OYeuxBdn1yUArb8UWq74ndpfthemsToqMTi/EVOB1IKU0n7a+2MZE8SzaH7cv1IlOlms72gtVOT1m9kiF2DJ2OXxymhLRp6PYBHhxBuiDHet8/5fHec916+DsAt2e+PzbZ5HYCPzNbdAuAPY4xv33tbH9gvhHARwEVD/1p4xf7fr9v/UFw/8fgPsKyHtGTEG6IUF9TXqmS7rDqp9cN6NLPscekRTcei1pm9pWl9frAavSHVFlEqCNHUZEKTa3iSBUtWagIkwT0/UoiCWsc8V9xhW7Rg2Y1ynVqMar5sykbLa6MUplpvaUsIP72KTaH7JUSpQoz25oNqxSm3TENL/cCR8MoY4x0jGooxvjmE8BsAngLgVgAfD+D2In8U2OWW/nwI4bnYieGnA/h/9+t+AsA3hRDee59H+oxs3a8BuDGE8MR9HulnA/jhifmjAPBcyB7bxVg3h3QD1GzX1hy+Gls7IteUojWEDwje0rRDzlKFblReKUeHV7SlEOEk0TyomjC9JjxBKcBKqJ46lJapYlTTKUqNcCGO7GW+eCGeEaVpc01aZw1KgJpD9xwzc0qzTvcIUe3tbImg1Exob5BoFlevBfX0jLV2JvLZAG4NITwTwGUAnw4AIYTvAPDCGOMLY4yvDSE8C7u/gnQddvmZLwAeyAt9GoAfDiHcAOC3Uht7L+lTAHxrCOGhAP4QO/E7jRjjs2e2byHEOFgYv/rVc5S21QVZ+YKlaLVf1hebmrLF8hJqDNTsMLB1gAUqhRlrJkJNLFqy5IKV27UOGJ/6qdNzjuaQjJE2Ua5WVqzJHy2Wa/9ogaYb5eGEw55ZLorR1s60dCRbLl2Xng+sWvpCs7eY2oY6UK1TXMf2tMwXqnm2Rny0tkTtPudzlrcdIYRHYxcKx2//9uvxqEc9urvNP/zDO/C4x717+vXdR3lIj50QwrsAeGi5PMZYpiRMYb0c0g26hsqP6t4vSM2E1fm2I74ME5SDYJSnFBhc8JQ6nHYY0SELkrtg4gBEtUMttzyHSzmXp6INw1qq9hQig3r/Wr2jrU5a0mZoxGjtxabSGJhwPfUyU57SvO+1rAruWeZsRb7fmXxSS+ieY5B7cNSf8kzLWrMxcvLTKvN1HYcihHAJD851eiOz2YHmkGqFhTVncCFGeDtbyfO2rPSO4SUaxwJVoJC2kwqezojSvCGu0xL5vtSJTbLGI70hmmNZnToHD/dAA3zusQZGEdbEhRZtMaO6mr7H1Z62tb64TAi/FKUtoXtKmGrzSR9gK6H7PVKep+Y2am2Exvldu76OQ/D1AP4RdikFvwng7rU6Ml6QJqgRlDMMo8XppLdvpPisHWeUt7RFlFo9dlZv6Zm8UqpDmkHEUj2RkJ4LauBmvKOS8GyJslIeJ24bZbHvcaDxgGrEhvK+Ss315Jl3i1GuI1o3Ghf2oYRpqQaLZZIozc/PqpMlUXrOS5qj8ZJS9kT6ylMoOMmbXhOjpRBt/dagtpO8zY7D8NEAvijG+G/W7sjckD3n4QDq4nRwvKFV5KlEqEVEDzgfTq9Z7HEttCZBjW/c2JbWNYXwuc60frR0PFO1cG6JRoyODNUfLZQXPacjn0ESoqOCNhoxSh7Ymvuh9QJqH66BbjXpOa958lhRyhkwqyhN60oquQS18aRHjFpvbU3Yl8s17azFlStjHNpXrvS3cULciF1h1epcN7X1Cxce/CnRxCBXcv1cvBAf+CG5evXsjwXlPjUhrEx5rG7fy+XLupCTKly91P22FEAo0IR486bLa+Yo6LEHxb5XrgaTGG25V5cu6cUoWbDDdYaipYOWl7Z4wFN/i8kJmmxMi0f6AXoOXB6sdsCePA5lF8rmtXbCevupy7UFMeqsxosAfNjanQAmCFL2q5EaUCirbWXgm6QWoSMY0I5VlLZup6FVlIpe65lWcuS9LBg1drloJcg/crU/GZaJy1uxFPc3VdS3JiOXzGiToPYa17pR6mLSZgiV8GpmucmZw2jThNM6yQ9SC/W3VNw7J8NXAvikEMLnhxDeM4TwTuXPUh2ZkkNaGowzIm9EIUsjXJhF9EaO8qZxYSGAtRY9uaTaIicLNUNX1kGk9bXQkRi6t8KdoDZfzBrnMnaJ6t7g7BSnoPYnHBOtKSwJa3G/WFHPLWtJLKQ6krctPe9lzLzIJeWwvsba104M3bdW3XMdKTtjvAZ5E2n32jbldtIpjLAbLkYdAK/c//s1+x+KA62yJzhXxALQOYPAdGGqLkwaHNZV5ysV1IyedNlGiVKrUaQGl9oy8a86aSy0NuSW2ixPQmnVa2mtkne05oChulGOj16sIFMTCFohakEbqWDFqCZHlMKSY239uFI+aGVxU89HL3XIQgPS9H7EUh0B1B+mtXOmuseJ1NZvj9KeSn2l/u+cNM/Fsf6lJmncP1cl2auYZr1Rva4SCc5qdIhSwF7opF1vNYoJaXCpLTNjvTe1gwpFDLXrLFUfl/uW27R6OgbWn6zKyHl4SyzaLYe739LjIwlRoPIHIkpa7A5X+n5ACI7J817SHMlLalXL0lc04SXNbUDaJT8k1bWySy2CvuXWntRsHY7Ilv5S09SiJiop+9yg01LwpN2mBasYpZJ7avmmDaOjmN+6h0vJrQ2Qo+C631qroaLXY52wdH4gowaByd08SJL9aRWjifRe5T8czWJU4xqz3GRtEdjG3GRaD+G5fNJZakpZ5FUWeEn/14pB6yn13MqtiNG77qoPqZqfu+5a+0ycFqYK0kSzKOWs/9pitCY4a21y7Urb79GkHIz6+m1x3tTGWEk/DvWQae6RJEoXrCiyFpD3CqxjpiZCAf2ra4Gr2cwxi9ERz+CKs5XMKJqk7ts5UdpS4CQ5EvIHSsjN4cLh3P9nz4jCzYIgzf7gOGsyXJBq9ZdKlCa07olWuBFqVMKZpX3FMbTe0p71HOWATw3+2jFVI1KrnaEapRK2pMFGSTndjZYl87ZOSZTmz2JNhALLCtEyX1QlRiUO/MZanvuaPlfZDe0BuYdCshVEB3LbYPWSUt5Vah8tln1cjJ4mIYRXhhD+N8P2jwghfGMI4Ytm9muKh1Srv0yidBYWD2bvoGAVpZ3CdPSXsDQAaCLgJgE6w6XLbacdAQtKzwP3e76s/L+jwyo+E5ZghgXO8Sh6RVOHEmt76KUHcUMPqcaWiKH7HsNXPjyUKM1C9/khcztA/T8Xr5wNScvKUyhnNasV1nnOqFPwnwB8dwjhdSGErwoh/J0QwruEEAIAhBAeGkJ4fAjhaSGEHwXwBwD+GoAXzuzU1JD9KqLUsv9IMdrj6ehMdOv9k6azDZNlbG0O21sVh1aUFstqk4JbRGlPqvSCGQWLQYlOi/hMzBKhgCxEqyF6rRjV0iMaZyUyMk1b4e656WO21hHLNTeI0poQLbsm2RBKmEqpIbVTl7yxG/oGcSYTY3wugL8M4D8AeBqAFwN4I4B7Qwh/BuAqgFcA+DYAlwB8cozxb8YYXzWzXzfMbBzYvae1qWxU1fca1hCj+fblvtwbTl2UtD9XgQ+I55euXynoeqZhsWKpmOcqZ00H66W8D4OnAaAq7i1VtbXDDpmh4EhYIqKtHcRFryhQF6OWZzt1QLNPzY0mbdf4oEnPvoX8VTVV3VuRplTI7TDVif26XR/CA+9+3mxZgZ/WSbN0SLdYK2zLbbk21ubKFeCmm8a048jEGO8E8H+HEL4UwAcDeAKARwJ4KIC3APgdALfFGO9Yqk/TBSnA6y+RfAfNaGNJXuewiFGNZZUUg1WU5n2pCNORE1ZbybsvDSJDsaRClNeW6xC1fL+snAJKM+VTTZS2cuqidC0hCijC88BcMVp2RvtBnKNxt0nbG7GI0vLZFl7J86KUM3RSB2rLS8NmFKVpV4soTdvlh6dozRs9Zdvh7Igx3gvg5/c/qzI1ZC9Bhe5Nf3a0XK9hSTGab2sNxw+uzpgZQtsktWRXbe6eIelVmwuWGFmf1xraPlRmhuRzmsPzAB2iHxGml7AUf2pjv+XyhekK3QNyjNraYH4PS9ugDN/ndqEMzadladt8X+3wZ/GOuhh1tsZiglTrxBJzCPMkGi6hxtIBqSMjxKhmv57jMPtqw1YWI2UxXrV0zE1gLSgpBh6p4l7KBatVZPdyzKJ0CRGa0HpFgcYQPbXNEjdPU42lsKmWXG9NRoAWTdW9OQ+duz/cl89gUVoWOqVt0++lMKWGP8rGSGnC2hRix1mS1TykElPmo9wCLaL0CBWGZMcXRSNKhWVcgZNm2Wxhekws/QpbQvRi4RKg84rOfvClahiqcqbcJm+joCfDQEuzY7lFYXGNS9X2V682iVKq6InzjEr2Qcojzf8/IsjoODNZVJAubos1lmsJ76imDasHV7PfgSJOdF3Deo+sorTYjhKlXPg+X1Zum693YfogSz/eXSH6HG2IXvu8aiNCmggSdULltoJbX+MwoJqvbdOC6qN25AuVC9MyhJ9+b6y+p0L4aTm1ThPWr9mgcp3jrMkiRU01qMKMZPSaqya3KEbztigjKRUttRRIdTK6AGqzBTiajlHTATBFToBcoJAXMqRt07pEuc0p0fvM1aqRObSiqbuKntrGQsu7zl2AWjxdEKMjnk1tkZPVdjRV3NecAlyFlVDcpKm+pwq10nUpi55qUJ5Rbv0WhWj606Ej2nEOj8VD9taHrSl83ypGl6TF62noc/f0JwTaAWGTohOQY79c4mutyEnIKdUUNuVonVnHSm9ovifDRSNGqyH60V7REXAPUK2oKW2T0ZtKZcnLraENZJw5qFWBldWC5f0tvaV5Jyqe0hS2z/8P8IVNNTtQrrfYIcfZCpvwkALyF/CQ+eXKg1Es4R0t252kNkbl4ZZe0ppH4yDEE+dRJryf7PKKpzTtlntK82VpN423FDhtj6kW6tkc6Rk9wxZzRRNabyi3PbFdaU9a8zq5qEvt+bZm7Uy1Q9wBDJ7S3E7kdiBvqrwNmvPSiM6RHwbOYRJCeK1h8xhj/J+mdSZjk0VNXdQs46GM6EuL4wyN0Su3kRwxEtVKWS4hs9d6TvaU5l2Uckip5eW6HB80ZGohyxKtp0j8IB4lRrmqbi1Wb2i5PbFdOR3fiDpL6ZqPfL7PiGjrg1E7yZqdUHhKU1coE0flh3L5o9ytzE+XSQc+s41zUrwKwP+f/bwKwC0A7iiWp3WLsBkPKbCwl7RkLQG4QGKl5hSkfNGaV6OFSWmvvAuXK0ya6CnNu1N6Rctc07RtOkxaR3Vdm3d3qvS+TlSo/gzch0q5jttG2jZfZ3lBtF+Diu2o6ErLKUhI9qZ8DxZOnddTsxP5stJrCuDihQtnPKV5s7XISqL2IVvzmLoQPU1ijB+T/x5CuAHAPQD+eYzx19fp1cYEaTet3tG1K9WlIqfBFlcaSyVaCpwWGyx6qq8011gjSoEzg1D+p1wpASoNNKXgpE7PRWk/2rzRM1jEaK+90TybrUJUEZYH+k6h9ozWXtvpYfoRVZucKE3kL3X5EXv16hlRyhUucfZCQpufvjWuXAHe4R3GtOOYmOjt07N4yH61L9qW0duyTx5uawm9Day6HZE/2hJ+r21bM4CLh+3LA+dQBQz5Oml5tkwqdtIuL9fl22xxUGmFiizPPFaJSYyWaMRob9VWieYlbQjLA3xofvQpjL7nVDaNurBpREfIDuC8bch+5+YzLkP2aZn03lPrDkWMOs6mckill6Qaru/xkPViGagWpkfnSulotZ+l+nimY4kWazsipzRfvpAoTdvVBqpDoudZ0rbfjfWhHW2ftGJUWM/lh1KO3xYhao3AWBn2bFDXcsSLJIjQ8ndJlFLCNF/HvftS6rDjbJFFBWmrAekWozNjmxorPdqtkCN4R62VsFvwwk3zkmoevo2K0oqD6+gZKU61RR1DvaNLfJTWkgez9ZpCpd76qhaTa7nHNe1NYi1sGmn4aqIUD04rlt55yjMK1N8Hbp0LUWfrbCaHtPll6RGj0r7aqlgLI3JChQslheq16W3aw/bun/pEpWbmx7h0KStoyxMwy8z//Pd0wLKTmpyxtL68T2WuWNqGyB89s322TJpAv+xy2VUqrzTvyqnQc95aMVpFevi3KEYzej5Ye6Mt2v0XfbYlGwK0JWvXDFu5XfFil3Yivx5c4aNE7fk+tQ9cBwghfECx6Pr9v+8dwnkdsVSh02KCVHrom0P1W/eMcvuNsgCF1yOHc96NYubXdtclGiFKuU6Ug0utsnayKE3b5N05FSznbX2Wuryj2nXA2ZtpeaGkbRkx2iJER5nP1CXrR+2IMD45O0vNBlhEqeW+lUVNOYWtkOY0Lg9LdU3TLReiJ82vgi5k+p7i97Df7npi2+EsIkinhOpnjr41Sznr2LVSUaXxq4nRWuWrtO9MpFmV1F7SdBKSKNWyEVGaDpPWpWZLTnWA6Tnvqd5RyzZNZeJQ5X1wYtRqG1rQmrPRue7noESo1oZQB+m9UApbIU0fB9DiVMOW7cS1a8CNN45pxxH5jLU7QLF6yJ57mVgxqlVJa4nKHiyWZYEBx2K4RjmMh4Tua2i9pKmDaR+uk5NFKdXlUYP5luAe/1nn1+3lt3pHayfSKkpLGmwD1zXqNGYIGulDS7OfaQcqNK8RpdoDSxfIaCvK6ePSJuVhRkcJnOMmxvhda/eBYnpRU0uovkuMcvOVWNuZsa+1DSlrfY9lwJkpXPJEe2sBCjc4UnVC6iInznOUd9hC7YJS91S5TFPolNZxxQpcpe0xMOP81LZn1Aew9uVrfUkrF8YiRmsFTb0FTxLaez3sWaBePqEgbBrKokiAPnfK/rbYYsdZk6ke0mFiVCtER9BaBDUb4oL1ej86D189hqU4gfOUNuWTaoucrNQ6Q+WICcuokBxA54pRBU2pqVOjxzvcnK9uofemaD2l1LNIfKxytmFE/dXIlHiKxqBRvdFaqL5WPcQVP2rgip44T+n+OLm3NJ1G4liiJM5pM81D2vKeLiJGD30Er1zYkWLU4pWSttV+pdc8pWovaXnwvJPcOi3aC0wtJ5aVng+ua7VrewzekBZBWHrUqGs0zLvaWik44kMooTwJasYNqxhNQYD8p9a9TaP1kJQ2o8eoadB8MRTe0vJdOfYoiXMaTPGQ1t5T6oVpEqNWQ9/T3mira3EtKL2jo8Vo774tx695SocXOVnySWudLNcZ80nL7lEe5mP3ilB2wPqXx1qe3eaPYWBOeMKSTyp8kEnpL+Vyaj23ruxai6d0pKdfOjZZaV+LonDVhMD8F0/yoGZ9Kz2mOdSjcwj24upV4CEPGdOOc3isXtQENAwGrUpHYmuh+pq3b4/FQVfm8HO0plxyRax5GyPC98NFaQtaUcptXyzjRGnqeto851Q8IaV9GPGncbm2H2CEsLTksg90bbdenyUFS3m6tUwYS1vVjUs7kL9gXKhe8lJTF672ctaqOUtRmrfJCFNAvvdSlw5BrDrHz/CQfYt39BycBWqtzJldxETFtiZWEbWE47SXQFtIQ0GFjVuj5MPC91Ic3NopbScty4TChZJjCMuPIIUse3M+m/e3uBupfWdVBBUYHr0hbZdwtr7Fk9pbsHPGZnIGSgrVSwfT5I1oqOVRKPIsWt8LD/U7W2B6lX0NdVVrqxDtyUHVeFVHVddyCFZCo3+kStkaXB6jxv5KolQLd/u6RCnXqVGiVFoufTXsoapptbmjBy9WGxRSLk61A3F121neUen8WtIDlNQexcZmm9jM8ymJUo0wnXUiNW9COeYwHzgjPtgcZ2kWFaTlwKp6YayeRqsHonWwsew3ohpAMIClQGtpHrDn9Zf7ShpP46jkLit1fs2idIRSlmhxSxGDScnJeDDy97fBk1gKVOqnevye9T37TVaJ1vSe2i2w2pu1xei5yJLFI8oZuBniVPMxQxlLF6bOgbOJHNIHmGnsKVqE4hJFCgLlVC49HlAOi33Ncx+B9oKmfHvqUpX5o9Syczml+QlROaYlLQVOeUek5dRJCXmnXMHCSYjSkkm5luJxEpoKn3Lf3i/DDaIpWpLWryFGqVfuXIETV7xUK24q7zGVH96DZAQbtivt9Fa5ehW4fsAfqTyCV+4kWT1kL6IpClhKjI7ICV0oLtZySTihky/nvE3SF3irQ1K63OrLKB2QC+ePGDktxSxU+C1jVL7k0TAj/5JrUxKWs8TojC/MAVCvhfR6WSYI0KYBtUC9ileuBtlbmjpWrreEjUZ4TpVeUG16iNsQZ+ssJkirBmaU4a4hKZ2e/NWZKQIrNVuKUYlSNNVC9FpbXRv3hxQ5zRCliYEixhx+PmZGCdNR8WhL2wdA/gpoXgerd9SSBtQrTjmTT4pSbZhe2oba3jKtQElPCL/gpG2Gs3lW85BWXwxJNI72iqZ2qe1r++T9acl9Gzxo9TbXq8VqleItTBWlXGeXjjFynpDKDT15kdqSa9qbHKn5sKhFWqSZODYiZGuF5RwaoWllhC0xeUs1wrTsYK2TPTmnrd5SF6XOAbHtkH3JDK8o125NEGuLFCYOLpqmWzMNqt5RQXxT20taUMM0UTqryKlFtEgCZfKzdBTUrpHmGo4Qo1y7LTkoA0MfmrSclnYs07z1vGKjROkwYUqJyxaXruX91npLpfVwUepsk8MSpFa0Hk7NPiMFQXdy5A7Nh7Y2NGbCcB00aZwtfaC6MFyUjqygNeSNqr3y1I/Tdm00Ic/WlAvNez0xv1yTMmPJ+eTamSlGgbGXiHNQN+eXloye6y7HRalzpBynINW4BbVe0REDfW3/gUJCq5+addaAoovR80ZTOmGop7SnvJhDI2Ja3NsuSu3UBvjyPmg/LnoKITVfXMzvSWjUMlNq8wxzy9K+WxSjLd9o6vzSnJmiFGgTpQ1sTZReu1b/5tb8XLu29pk4LawmSJumoNAM/C2V+dr8nHJ76Yc6rqWfK0Bd3jMGyyB2pLA9t0xjv1ucy8NEqbU4weo54565VnHqyGjee+ke1tIvWvoziZYgAPc+WrXZbDFaE58agcp5S8/QIkp7qCnqFvtCsDVR6pwu2/GQjrBi1vA8t88IUaCsemQxero0E89T6zX1Pb3MnDtTk09K0pNT2lOcoBEulo8hx07LR6MkVLVitPWeddxn7bunsRmtKZWzaA1eSeJ0uCgdcQF6RKnjHBDbEaQzkQRmuZ02p1SL1sPCLauE47iBxLp8aTgB3eIl1YjSc17SHEqU5stGj6oj85Y13nnnQbTXWQrRW8VouY90r6S2DdQiFNKMRtRPTm/RuWVGCO5xHqW7hojSGkuLUmmde0mdDXPD2h1Yhd6QurSOMj6XL9eN0tWrzWrxwoXd7pcune1arTmLV3UUqa8S5XlooC5fWpYu/7m/5JQfSFrW2imAv/dUh6VtU3+csVjCnC1CtIbGNkj7lQ959lylv86Tmr98+cFHKH+sa93Vhu65bUeLHW2gi6L1VTz3F57KRkvDO8NTqR0jGseS3flt/685OcfLqoKU/DNu+YtMiQDry27Nq2lJUqS2Ky1fbuFygyENSMxgkw80lJ7SdLfpo32woeW0X1oHyLejPIfyclHLzojSskGNKJU6xWERmtzzw23v6OnJuZM8prXjaPpVeyEJwcnCbFM+1mnTfH0NS+2ORohKf9Ky128gtcnZDjWzRGeNDsfFIXDlyrbacZZlsZC92nC05uC0WK+WcJuWlv1UyY9nkeYW1M47aDbEluXMMbVNjKjIp8L3qkInKoRfrmvpUIk2pUTa3pGpvVNcvqgUoqfSa0akTIywG0WKT8ISppdC91TlfTrejD/QQKXwStkXmnqgVt9EEzOTaWt4nqlzIKyeQ0p+HY+oZrR6P2YNLlwfal4Wbl9ioJHySctpW4bYxdaCnmz3vH/cunwbbb9rTq18WVWUlh20JMpR1ESmRZi2VnQ4O6zeT0mkamyFpsy71k/tPgXUn/VtsQWzRCi1nyU7Qrq0NYFq0WrizDBrCk7ARadzFKwuSAHlFFA9bj1tKE5alvar/dTasob+OSsLXpRq9WJ3VWzauTOEpL21VBYExTBRWi4rl+cdW0KYctufIqNmOtCKUWo59Xu+j8ZV14JgE1gRjfPCFKA/WLmfsh1ShFrtoxHh9FRY80+bfRKW5/KIQ/COY2FRQSq93KpKRmnQb3GhlYzwRrWKCYUApdqR/nY8F27jxnHqElY/FjoKsaRjW0Rp7Zbl21DLWFHKLeM62BLGtwjNUxSlmrLvTo/9OXrEqMZWjLxfmjSj4niloKQ8lNQ2KgFaQ7GN9RshreN+qC5I3Tjm1+kBTuIknUNjcQ9ptyi1rLd0ZmRYtLaP1UtKLWM8H1I4Thq3JS3V8kcMWvZpFaVAu+Y3i9La1AStFdOaHOi8w9S2hz7I1ISnZv9WpA9BoB6iX+L6a9ICuO0rorEmUE0ez1oKQ8N1kkSqJj24tt3o7CySLeWROs4GuWGNg16+zL+bTZX3Wix5m72Dy9Wr56untXOO5MvSftwy4Nw0LwlNUfiSNrJldhRuG+oxSL9LFbTUpUvLyGmh0k5ltX062MhqW+oZoZ4P6QU6dFHaS+1+aNN1JDHKtbck1ENdLi/X5fv2Ysl7T+T9KGwXBZeFwB2eOi3p1aFerZNigxfgrruAMGDmqbvu6m/DWZ7VckhrntIzHjYpvlt7oVoMpyasry1ksCDFpMplzLaUl0OTF1ZD6/E8d+8qaHJYrTaTc2Dl68vlrKc075Sl2KmVWuedOtYHRlI5s8TozHuqiWdLSPFvzf5Sux1wt0ly1lLrtBkZVUaKuY0JQ8dZg9UEKVC3baIo7T0wx1KDf018arYtkyOFXLElaAnTA2P1XI40cKlFaU8F/kikUdUZy6BcyEWxphC0iM1awZImpF95bksHNeWw1p6itO3sANkmGZmW5jgTWCVkX8KFWoEihM+FTRM94fytwMWUyuXA2XXA2Vh0vh78JNUWEdkqONeEerbSZaUu9bnwPcXIML3U8bWnktkAtWdu6sdWLce8hxEf2EuF53tQhOYtcAKVuz2aV4gzs3nbaZloF3oZbVcsIfl03IsXxx3fcYwM95COjlYCgqdUmoBT6tBaA712UNNm8FOf/Vwhg7KYYa2/aTxi6lkJ6tKk5dwysdCJ6ujosFstRHzoH18FKd0j/9HsQzIzBDpD5GltkuaZ6AmrU8dr/eH6Ofi5lZpbsBvLMLKQ13E2xhQPqaaYRoLyarGeUg7t1+ZWXlDpa7bmCeE8pgC9XYI5XrrOh+gRrSF5RallZKHT5ct93gxuP88jayI9p9M+pmZ7R0sxav1g5mzH2raNslNSASeDFL63lAhIgafGro1HsisnYB+uXAHuv7+/HS9qOkym5pD2/mWg0tiQAqn0ki5dNt5D66d9Ws/ljVFeU+32GUt7S0elYVrS2KR6lirSFFHl8vKAFJqcuyP3kvbQ9QElJSvm9HpHZ4mK0aHenp8czlureG41tVfUoThzp03bb+zuXE5AjDrOIkVNI0XpA4x6QUf9/TyKWh9r+V5WwVnbNt++ZAFROtuocwKUuwz5+nxZU+heiw8sU2lO79Gk/2jWW/eteUctx7OIUkshkhXrRxf67QxnWyRRWi7jbEfJ9MgR9YcfRrK6unYcmkUEaS/5+0MOOJyXVFshXfvTkFa4NkZPmi7lj3G5pNS2UpvoGyxGp7Tl7eZoxtGp9R0jPPOtz92MC7xRNKc5XDD0iERukv/yo5b6yG2xIS1eTAltjijVj7IdI7Nm20hIAlTtJa1FRDQdkdA+a9Z5iU/EXjiHxWKCdGR0u2nAsYjStF3LX4pp+VNIOVYDogmXacVprQ9KWkXoEtHoWv6Z2kuaoO53bZDq/eg5kUGG00AWXdR1nTX2obyX3PK8HU3O6JKe9FbRWduuwY7MyrjKu6hN2ZE8p4t7SWcwy1vgOI1MKWpqgXrppb+yUS02kYpPuOmjqGqsEYZhVKV/aTg0OYpSoZNULFWsK/8KlKZ7SzEqymi61SOmGJsx6Bzw4NLa9fyxTZDT89RsRK1gTbrn1pk+uOUt7WiZ+WyUNlS7z0oznlCHTsukAqdFu7z0Rwmw+rRPd90FvP3t/e287W39bTjLs2jIvqV4VOU1s4buax3rrcbqbUersDRejZpHlFrH9EMK3feOdZZaEs2xpI9/a1vdzBjBpuYfHB7ifRzlJaV+r+3L2RZLRKbVjphcyRk94X4pl0ZyOQqM0mVcPqnURemysVGTreG2wjkQhgvS2lyWI/WZKWxCidQytCoNHpqOa7fXztbcWmRQyyXNt8vX1ZZjucp77fipqdlaLCo1c05Sp0p5j02zcmjzzdPvmh9qnxxNaN9qMEcI0KUhjimlz1L+Be1l6skn1YjUrqlBWtGOJ46zcaaF7EfPZZmHUdSh+5wyNJcvSwcA6DhOosfT1bOv1ZhQ5573IbWXYlBpHXeRzfFsPdZiJCnVddPR6tYQv/TcTLwvhwobUrXMG0uF7vNGa/eRu2e9+eU1Wr/irEx67qi0IC6rolxf/l8if0Yo80eZvvK5OvecjZiXePb7nNt9x9kg03NIJSNjxSxKAV6ocsI0P1jq7KFRyyOlhCaVQMWM7pp80pZuJhoct9sWo4kReaclLkrPQdoGwJY7Sn3YWm3CbAGao3muRnrJJj53mtdEKgOwitL891quaHnaw//E8BLvMzc+OM7KLJJDOjLMywkUca7IfBkVsqfCY2W17NZf2lq1q5RDmi/XLCOwjLFSZFASnRxajdfjoGx6hrVV1tyBtRd17ZDrxjGH7rmcc8omSD/5sbQ2psXuSA/2AT8XlqyKnNbwPReabwrda5FyBTSM+Lg54GfEOS6me0gTpVetx1lk8pSmjbhPakvIfpQo7XnxaxeNWk+F6tO2yS2QlmtKTdHmJZVOW6qFKNePtJvWwa46Gmkf7EP0vB8QptB9LbKSN1pDuq+t9qO0UVpmC4wNeOc1oXwJradU8pyKEbpWNnBt1+DKFeCee/rbufvu/jac5RnvIW00gtZ3T+0pBXReUa13o1a8oKHF89pTmUMVN+XrqO3z7Qa4AmaJUUvXVtGAh+BdP1JIuwC0RVHydRpbwHk6NW1Yc1DXQqo8orap5UPjwUhE7UORu3VSVzisnlJqXRPukXScM8zxkDLJ06NyD/PDVD2laUMuX7T0glDbcAdP1CyfJSGqZX9qG6pPXKGS5BUt923wkmrC89y2M/JGa7e2HOAeCNdbi2KoRn0QGo7msQWEfNK0YRlFyZe3YPGWls9FfvxyP2sl4AwWEMe1VF+pVKBso0aZXi95RkUv6ZJ4lMU5MuaG7Cthh9GRjXLwAcAL07QDNTBIL3oZ6uc6lSOlAbRiDd2XA1wpQGuxqkbWEqNsyDZD8rpUG2+l/BhyhiAVEFdFKXBW7eQN1t7d2kOjfXc4gcoJ0zXRJm822g3pQ3emKAVou5GbQO7/B8uWnivn5JmfQ1qMFJKx0ToKJYNRbnNuAMp3snhGNRW2nFilBKrW8yGF1C3UXADUskkidYYYrV0SqzNB7R3llmtGwdpzYuXAB5eWD9TyknGPplqUpo25D4eWHNGW2HFpDyjlxVF7jjhDqqH1HKkYu4JSgFLLNKLUQnpWuPxS6f+LebB7vKMHbiec42WxoqacXJTWDAcnPihRCtDCNBfArDhNG3Od0HhEOW+KdCxpELIiuYnyPkmi1Ij0gaHR17VtWsVoLQ2vlqPGMtOYt3hPj2xwGeEQbBKlaUeqE5Z3oyX/k7IfnLd25P3uEaY51P6drkPKrvSIUurSUbVtiVKUmr2kvfdqhuv1AGzF1atjCpLuvbe/DWd5lhOkjaKHe6813lJqu6o4LRujDlI2bgm3SZ4Paj13TK6v5f+p/nH7T44/zRCjFK3FDeX2zd5R7sCWAaH34+TA6RWm3LcZm9aTb6yJhkhY3yPug1XyiFLqzIrl/Cye0XLbTsHLXYoRojRH88xIuaSmPNKe97vleh6AGHWc8YJU+dXNeUmt7yl1uHz/0mOab8t59qpCNR2k5hGVPC6SKB0NpdI5q6oN01cEbE1M9q6vLadY3TtKvRNSmyOK3Q6c2quhiV5LAgMQhGlqQDo4g7V4kxTFo2PRCaug6ckZteSVFjdLM0ZIorSG5vUqx5VFckalg7gYdY6YeR7SWna4AY2RkTymAO01pY4DyIMJK1algikuR02jvDUnr81Z4kSphdb9Kk3m9IjRzXhHrQcEfOBg6NVgnChNbSdM0ZMMzl5YPPqkKK4pLM6GjPSua0Qmtd0Ez6lVlLZ4SQHdMKU2p9K92FIUZCv9cE6a66a2XnnzufBGz1fo5csP/uRcvUr/cPtSP8Bu4Ch/Huh0+gF21il3veUnRbnkGpP+TYaE2zadXFpf/t6JJDhnitGc1b2jGiy5eCcmXjX3VoJ63wHeXlDvOfdDtVWzP2UfyuOegXtoZ7MBMVqOEZyZrL3XrZcs3Zv8HlVTj3oGsCW9o9wD6TgrMT+HVBn3mBG1Ltuj3mfNu0iF/fM2z3lWyrBb2ln6rM+XHTEWMSqhsc1a+10OWue8oz0dtUI9A1vypKzIiNdDqvvT2IsRwYpyu5QZc+6Ylvs+2na0ht8nFDhRh2hN8Rqx/1DW6oDbE2eDLFPUJIR5tbmkI+xtbX9OwHBRsbxNslBCK0BrRQujsBQmSNtX4ESn9XR67jflSVnL0XSOMpWj5AQ+TChyb1htHsoS6+siCdOE5hb0pPim5y//Rk+mkv1zlNzvJT32o0WMaoXoYFtTNt0Supdex6E2Qnp4NfueANeuATcMUCX33dffhrM8c0P2HI2GcvY7qQnZJ8poR7lN9U+YclAnmS+zFAm0soDxm+l0tIjRqne0pKejZepGmeaRcyIDEMfFC5FN6RmpaaxRS0vKT418O+ojjrQhM9E+izUxSrWTpzBpjllhROie63bP5T7zIaXOB6ow2ha4d9TZKMt4SA3MDqdo27OE9HJvS/4Fzv4JU62nQ3sBRl2oBsMpFYBpvaNcbp8VbtzssucjPJVLCYojJInS8jmb4URueYW4PlhTgS5dUhTTcLaCK4Cy2AVt9EQjRqX1teM1MiO7QRKvzVgf3J4Dn2CUxTlslvOQCi4xae62llx4roDJGtKrtVF6Q0qPKVAMpFZ3XU6vdRwtior2LLZvhp3UOI5X8Y5qr3ttO207R+r9oGzEAumK5+C8oC12hrIXrP3QetGtERTJKyq1Va6nCjdnuCCLLkrLpcLFtKzFlC4WvJhxoCO1D85xsDkPKVD/iJyVYse1WdqF0jmR9i1zwvJ8MAB0ThiHtejJ6iW1Gjulu5HqgtU7mg7TkvNLDTr58qoYzVnawzAicfqQvbGVxE7qr/fMqgHTXvZW737+bJb2ovz93I49z4QmedbyYlFtDUgrss7jmg7DBZkkcyqZNC41oKtzqVHtgCO1CbjIdI6GZQWpUHFfDja10P1IbVaz71L1bRmu50QpizV0X1rRMkRXo+xMi7dWAXdNZ0WrpDFR8pScY6RxnykOZ32VbQHqi2/PbFHaI0Qt+1ftQgb5F4A0Soui9kz2iFGlEG0RmxRapwV1qYAHl1Ht1dJ/ylTwc2gewFanwBFz9Spw3YC47dvf3t+GszzrFDUxWEL3QH9EQ1t8oNmPKm6qht8sYpAz/FyxAEVNjHIw/UvnQxVmLEUtUqjJglD/uT9neYgYOFXwNCJ83+sVtdoSKsdafJdqH4mSONQwUYxS87bOQBshScso28Ft0/StPsLFWktz0Ob/Os7GWV+QCipG88HdmjM/wrlE5ZGV7S8iStPvtZ9ye67Ngd5RbgqoXigbXRtI0vJy2QOM7OwJeDMWhbATI0WpdoonS4hek8Oujc6QQq72nlo+VEeJ0eLFlESoZjYTjpbXM79cVJepn4T2213dCe22bkecE2JzOaRS6B6whe9bw3aWClmADtXny6mcUpVXjso3teQiUdQErlIor+Ed1ToCagNJvv1Be0ePLWwvxUwBsgy9Zi+Auh3QilHLvlJdHPccq9J8uJPhUn7KhmrXOB2jbJtbz9gTSoTOFJsc0vhhTeVs/nanOlFSnWKhQutg5zgbYnkPKfX2EyG5HMow1Gxmvq0FS4VsjnaKozNYYkFS6EcTtudi2ZrjV8RojtU7qolGcdvUwmsmMbqF3NFaH07JW8K5yyZ7SiksYlRTZS/ZDmo7cr3kspNOlouYaPYt1yvFaGtqVCs181jalFpAqWZXVB+4Nft8Su+24zBszkOaaPF8cF+8Fq+qhbJgVSpqYr2kpReU+73sdDqo5A2h4JS8dWDLoAZOq77LT6d22NZUNrUY7amWW3pgOTYvaUk6t/zmKR4Sy2VpuYRrXHI2ssJFUgDbi1jLiTKKUeX3hKk7ln0pm1/2S3sMTfpYtRPH/q46TifbEaQDw3EtYbseqDB9jlqUlp2tidK0beqERC3hsly+Uqi+5tyRttWm23Z5RrkHaU0PR0vqxqEhzNAB0NX3JUcT1aQEaEKT40S1RzFQjPamTrW8XpxplLIYuG24fpjT7KkdNGkU3PY5R/CAX7sGhAF1b/GAM7FOmXWKmgyJV1Q4TvO12liP04xU0KRGCtVzcaNEHoeifrjjDBKjkne0VydJIbRyPbUuca46u3USyfwgtZwDLdqHxaLYDw2p+geoqpye0D136ZYe31XV9hS1MEFpC6RcGKqNyjE5MUrdTq6YSQrt1x6NWjdrp8qF66X9Va+bxjbU0iio7Vvx1IDphBBuCiH8hxDCa0IIvxtC+AfCtp8WQnhFCOGVIYSXhhAek637xhDC7SGEGEJ4fLHfbSGE14YQXr7/+T9nntNSrF9lX6IQpUCbKO3+uoU9H4obYNRV92VHKSWmOREuOSpfJ/SjJW+0F4sQzbpKrjv3DI3o6BaN+6GL0oS2LH2gKKWwbDtTvFbtRYn0HIzMiYEsRvPlWtupFact1L7bNd/ylMmlpiI7d9CRHMt7fpx8AYC7Y4zvAeDvAPjmEMI7lhuFEN4bwFcD+KgY4+MBfDeAb8k2+X4AHwrgD5jj/NMY41/d/3z90DNYie2E7HMU4XtAF52yRrCk9Xk7VGi+FrpXo8kfrcWhJGpilxGjOWLBRUard7Q1PF+uIwcJa8n0bKz9OYLQnBoqX9QYvl8qdW+120LZi3y5ta0czYfxHktBI3edqFtNdStvY02tZ5qlQ5tepWXp3LQFiPHOTbXTyCcBeOquH/H3Qwg/C+DvA7i12O7xAF4eY3zT/vcfA/CdIYR3jjG+Ncb4swAQRuQwHAjrCdIGxdYqSiV6BivtKZgLnHIkUZoa16JRdUKRUy2MOCJUX/NoWZw3Jq/oGmL0gAeORWkQpSUtH68tLKoHavYCsOUXN3xBSx+r1GG1MxBYhak2Mt7LkGniRrrdaw/tgRVS3XffB81o9vEhhIdXtrkzjlOxj8FZr+bt+2UlLwfw10II7xFjfA2A/x1AAPBYAG9VHOdrQghfBeBVAL44xvjank5vgW16SAHWyrSI0l7RKiGNixbNzVbdlx3miprSwXM0+WFSDimWzRsdJUZNXlHgMMXogXtCzGhEacbsIqeecb7Vo3fuA5brkBRBsRTQNHpHqWXW68wVNLVEnmrbb3ou4tFe1dPkxYptngPg2ZrGQgg/B+BxzOr33/+bP1SkIYoxviaE8DkAvieEcD12HtL/DuBeRTc+Lcb4+rBzn37uft/30fR/y6wrSGvWhflcHi1KZwrWRM1LSiKJUoAO10hoFJ0gRnNmi1FtiP7gvKLAuIfr2ESp5AYD6q6wAaH7EVHQ0bdFPG3uYNxyrZpTqGZtKo+1dlBKhUr71rbh2gIaBOis3AALxy1M3wjg3Se1/XAA1wO4v7Kd2jsaY/wwaX0I4XUAbgHwR/tFjwXwIqatHwTwg/v93g3AMwH8nqIPr9//GwE8L4TwtSnUrzyNTbJdD2mFGeH7Vnq9pGLoXvJ8aMNxVtcjaDGqHWys1K6PdgxVi9FDCGFp+3hsohSwxWeNofuSo7p8owygJWEbcipPy8cqdfs1orSk+rEqdVS7zdIidcQDu7GHPsZ4H4A7JjU/q12J/w87r+VTQwh/EcCHA3g6tWEI4RExxjv3HtKvBvBNMca7pMZDCDcAeOeUexpC+HgAbzp0MQpsscqegnl5rF+6WytMbLIJnBugPDmpAr8SiqvlhUnM1nrqMP1WxeiMgWBGFe8WGHCvNFX3M+Buh+U2SadfS0dYE67f1ttZyz8d8ir3lOyn/Q1cuRrEH+co+BoADw0hvAbATwL43BjjHwNACOHpIYTnZtt+ZwjhVQBejV24/plpRQjhm0IIdwB4NICX7NsDgHcA8OMhhN8KIbwCwDMA/K/Tz2oB1veQdpWjn6fVSbBk7rfqlKWcAg7NdTSMiLVQ/Sy6tdVWxehsjlGUaphsQ3q3m87S+UdYThB3OsBlRl2XgZ1K19XkbNnMg+gAQIzxGnaV9tS6by1+/7tCO5+LnaeVav8DO7u5SQ7DQwoM85LmjBy/NfZg2LjQ2nFjKK7GrEImbr2piKlkCwZ7Q2Gyg8EyZ9BEWl65Gd8HTY+xpSMDO62Z+qn8mYUpgsL9dGIR8e4tdU6RbQjSwWJBEjkDc/pFWo2r2hBN8ob1hOtHMMU7ugUxauHQ+rs1jA/sTMdyyqaQsioWSSOYdJKtj6p26rjWY4jXlDuIZlJlbpvKM9ciMF2UOqdGiP5HXx3HcRzHcZwV2YaH1HEcx3EcxzlZXJA6juM4juM4q+KC1HEcx3Ecx1kVF6SO4ziO4zjOqrggdRzHcRzHcVbFBanjOI7jOI6zKi5IHcdxHMdxnFVxQeo4juM4juOsigtSx3Ecx3EcZ1VckDqO4ziO4zir4oLUcRzHcRzHWRUXpI7jOI7jOM6quCB1HMdxHMdxVsUFqeM4juM4jrMqLkgdx3Ecx3GcVXFB6jiO4ziO46yKC1LHcRzHcRxnVVyQOo7jOI7jOKvigtRxHMdxHMdZlf8BQMqgdA5/QJEAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 800x700 with 3 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "from scipy import ndimage\n",
    "import numpy as np\n",
    "\n",
    "results = [mean_lower*-1, mean_upper*-1]\n",
    "leaflets = [\"Lower\", \"Upper\"]\n",
    "\n",
    "fig, [ax1, ax2] = plt.subplots(ncols=2, figsize=(4,3.5), dpi=200)\n",
    "max_ = max([np.max(abs(h)) for h in results])\n",
    "\n",
    "for ax, rs, lf in zip((ax1, ax2), results, leaflets):\n",
    "    rs = ndimage.zoom(rs, 4, mode='wrap')\n",
    "    levs = np.linspace(-max_, max_, 40)\n",
    "    im = ax.contourf(rs, cmap='bwr', \n",
    "                     origin='lower', levels=levs,\n",
    "                     vmin=-max_, vmax=max_)\n",
    "\n",
    "    ax.set_aspect('equal')\n",
    "    ax.set_title('{} Leaflet'.format(lf), fontsize=6)\n",
    "    ax.axis('off')\n",
    "\n",
    "cbar = plt.colorbar(im, ticks=[-max_, 0, max_], \n",
    "                    orientation='vertical', \n",
    "                    ax=[ax1, ax2], shrink=0.4, \n",
    "                    aspect=10, pad=0.05)\n",
    "cbar.ax.tick_params(labelsize=4, width=0.5)\n",
    "cbar.set_label('H (nm$^{-1}$)', fontsize=6, labelpad=2) \n",
    "plt.savefig(\"/Users/estefania/python_playground/ojeda-e.github.io/assets/images/my_contours_dark.png\", dpi=300)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "id": "ae4f3fb6",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.5751326866434266\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 800x700 with 3 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "from scipy import ndimage\n",
    "import numpy as np\n",
    "\n",
    "results = [mean_lower*-1, mean_upper*-1]\n",
    "leaflets = [\"Lower\", \"Upper\"]\n",
    "\n",
    "fig, [ax1, ax2] = plt.subplots(ncols=2, figsize=(4,3.5), dpi=200)\n",
    "max_ = np.max(results)\n",
    "[print(max_)]\n",
    "for ax, rs, lf in zip((ax1, ax2), results, leaflets):\n",
    "    rs = ndimage.zoom(rs, 5, mode='wrap')\n",
    "    levs = np.linspace(-max_, max_, 40)\n",
    "    im = ax.contourf(rs, cmap='bwr', \n",
    "                     origin='lower', levels=levs,\n",
    "                     vmin=-max_, vmax=max_)\n",
    "\n",
    "    ax.set_aspect('equal')\n",
    "    ax.set_title('{} Leaflet'.format(lf), fontsize=6)\n",
    "    ax.axis('off')\n",
    "cbar = plt.colorbar(im, ticks=[-max_, 0, max_], orientation='vertical', ax=[ax1, ax2], shrink=0.4, aspect=10, pad=0.05)\n",
    "cbar.ax.tick_params(labelsize=4, width=0.5)\n",
    "cbar.set_label('H (nm$^{-1}$)', fontsize=6, labelpad=2) \n",
    "plt.savefig(\"/Users/estefania/python_playground/ojeda-e.github.io/assets/images/my_contours_dark.png\", dpi=300)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "6c677060",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "144.2566415631751\n",
      "0.8139704506587123\n",
      "0.765111399161304\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1400x800 with 6 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "cms=[\"YlGnBu_r\", \"bwr\", \"PiYG\"]\n",
    "units=['$Z (\\AA)$','$H$(nm$^{-1})$', '$K$(nm$^{-2})$']\n",
    "results = [surf_upper, mean_upper*-1, gauss_upper] \n",
    "titles = ['Surface', 'Mean Curvature', 'Gaussian Curvature']\n",
    "\n",
    "fig, (ax1, ax2, ax3) = plt.subplots(ncols=3, figsize=(7,4), dpi=200)\n",
    "for ax, mc, title, cm, unit in zip((ax1, ax2, ax3), results, titles, cms, units):\n",
    "    mc = ndimage.zoom(mc, 5, mode='wrap')\n",
    "    bound = max(abs(np.min(mc)), abs(np.max(mc)))\n",
    "    print(bound)\n",
    "    if np.min(mc) < 0 < np.max(mc):\n",
    "        levs = np.linspace(-bound, +bound, 40)\n",
    "        im = ax.contourf(mc, cmap=cm, levels=levs, alpha=0.95, vmin=-bound, vmax=+bound)\n",
    "        tcs = [-bound, 0, bound]\n",
    "    else:\n",
    "        im = ax.contourf(mc, cmap=cm, levels=40, alpha=0.95, vmin=int(np.min(mc)), vmax=np.floor(np.max(mc)))\n",
    "        tcs = [int(np.min(mc)), np.floor(np.max(mc))]\n",
    "    ax.set_aspect('equal')\n",
    "    ax.set_title(title, fontsize=12)\n",
    "    ax.axis('off')\n",
    "    cbar=plt.colorbar(im, ticks=[], ax=ax, orientation='horizontal', pad=0.05)\n",
    "    cbar.ax.tick_params(labelsize=7, width=0.5)\n",
    "    cbar.set_label(unit, fontsize=9, labelpad=2) \n",
    "plt.tight_layout()\n",
    "plt.savefig(\"/Users/estefania/python_playground/ojeda-e.github.io/assets/images/my_results_dark.png\", transparent=True, dpi=300)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "5f8c0b02",
   "metadata": {},
   "outputs": [],
   "source": [
    "surf_upper = curv_upper_leaflet.results.average_z_surface\n",
    "mean_upper = curv_upper_leaflet.results.average_mean\n",
    "gauss_upper = curv_upper_leaflet.results.average_gaussian"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "93937d91",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 600x400 with 3 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "from scipy import ndimage\n",
    "import numpy as np\n",
    "\n",
    "mean_lower = curv_upper_leaflet.results.average_mean\n",
    "curvatures = [mean_lower, mean_upper] \n",
    "leaflets = ['Lower', 'Upper']\n",
    "\n",
    "fig, (ax1, ax2) = plt.subplots(ncols=2, figsize=(3,2), dpi=200)\n",
    "for ax, mc, lf in zip((ax1, ax2), curvatures, leaflets):\n",
    "    mc = ndimage.zoom(mc, 5, mode='wrap')\n",
    "    bound = max(abs(np.min(mc)), abs(np.max(mc)))\n",
    "    im = ax.contourf(mc, cmap='bwr', levels=40, alpha=0.95, vmin=-bound, vmax=+bound)\n",
    "    ax.set_aspect('equal')\n",
    "    ax.set_title('{} Leaflet'.format(lf), fontsize=10)\n",
    "    ax.axis('off')\n",
    "cbar = plt.colorbar(im, ticks=[np.min(mc), 0, np.max(mc)], orientation='vertical', \n",
    "                    ax=[ax1, ax2], shrink=0.6, aspect=10, pad=0.01)\n",
    "cbar.ax.tick_params(labelsize=5, width=0.5)\n",
    "cbar.set_label('$H$(nm$^{-1})$', fontsize=6, labelpad=2) \n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "15022357",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1400x800 with 6 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "dark"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "from scipy import ndimage\n",
    "import numpy as np\n",
    "\n",
    "white='white'\n",
    "plt.rcParams['text.color'] = white\n",
    "plt.rcParams['axes.labelcolor'] = white\n",
    "plt.rcParams['xtick.color'] = white\n",
    "plt.rcParams['ytick.color'] = white\n",
    "\n",
    "\n",
    "cms=[\"YlGnBu\", \"bwr\", \"PiYG\"]\n",
    "units=['$Z (\\AA)$','$H$(nm$^{-1})$', '$K$(nm$^{-2})$']\n",
    "results = [surf_upper, mean_upper, gauss_upper] \n",
    "titles = ['Surface', 'Mean Curvature', 'Gaussian Curvature']\n",
    "\n",
    "fig, (ax1, ax2, ax3) = plt.subplots(ncols=3, figsize=(7,4), dpi=200)\n",
    "for ax, mc, title, cm, unit in zip((ax1, ax2, ax3), results, titles, cms, units):\n",
    "    mc = ndimage.zoom(mc, 5, mode='wrap')\n",
    "    bound = max(abs(np.min(mc)), abs(np.max(mc)))\n",
    "    if np.min(mc) < 0 < np.max(mc):\n",
    "        im = ax.contourf(mc, cmap=cm, levels=40, alpha=0.95, vmin=-bound, vmax=+bound)\n",
    "    else:\n",
    "        im = ax.contourf(mc, cmap=cm, levels=40, alpha=0.95)\n",
    "    ax.set_aspect('equal')\n",
    "    ax.set_title(title, fontsize=12)\n",
    "    ax.axis('off')\n",
    "    cbar=plt.colorbar(im, ticks=[np.min(mc), 0, np.max(mc)] if np.min(mc) < 0 < np.max(mc) else [np.min(mc), np.max(mc)], ax=ax, orientation='horizontal', pad=0.05)\n",
    "    cbar.ax.tick_params(labelsize=7, width=0.5)\n",
    "    cbar.set_label(unit, fontsize=9, labelpad=2) \n",
    "plt.tight_layout()\n",
    "plt.savefig(\"/Users/estefania/python_playground/ojeda-e.github.io/assets/images/results.png\", transparent=True, dpi=300)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "eb2e797c",
   "metadata": {},
   "outputs": [
    {
     "ename": "NameError",
     "evalue": "name 'mean_lower' is not defined",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mNameError\u001b[0m                                 Traceback (most recent call last)",
      "\u001b[0;32m<ipython-input-9-0b95621b571f>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m     10\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     11\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 12\u001b[0;31m \u001b[0mcurvatures\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m[\u001b[0m\u001b[0mmean_lower\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mmean_upper\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     13\u001b[0m \u001b[0mleaflets\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m[\u001b[0m\u001b[0;34m'Lower'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m'Upper'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     14\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;31mNameError\u001b[0m: name 'mean_lower' is not defined"
     ]
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "from scipy import ndimage\n",
    "import numpy as np\n",
    "\n",
    "white='white'\n",
    "plt.rcParams['text.color'] = white\n",
    "plt.rcParams['axes.labelcolor'] = white\n",
    "plt.rcParams['xtick.color'] = white\n",
    "plt.rcParams['ytick.color'] = white\n",
    "\n",
    "\n",
    "curvatures = [mean_lower, mean_upper] \n",
    "leaflets = ['Lower', 'Upper']\n",
    "\n",
    "fig, (ax1, ax2) = plt.subplots(ncols=2, figsize=(3,2), dpi=200)\n",
    "for ax, mc, lf in zip((ax1, ax2), curvatures, leaflets):\n",
    "    mc = ndimage.zoom(mc, 5, mode='wrap')\n",
    "    bound = max(abs(np.min(mc)), abs(np.max(mc)))\n",
    "    im = ax.contourf(mc, cmap='bwr', levels=40, alpha=0.95, vmin=-bound, vmax=+bound)\n",
    "    ax.set_aspect('equal')\n",
    "    ax.set_title('{} Leaflet'.format(lf), fontsize=6)\n",
    "    ax.axis('off')\n",
    "cbar = plt.colorbar(im, ticks=[np.min(mc), 0, np.max(mc)], orientation='vertical', ax=[ax1, ax2], shrink=0.5, aspect=10, pad=0.05)\n",
    "cbar.ax.tick_params(labelsize=4, width=0.5)\n",
    "cbar.set_label('$H$(nm$^{-1})$', fontsize=5, labelpad=2) \n",
    "\n",
    "#plt.savefig(\"/Users/estefania/python_playground/ojeda-e.github.io/assets/images/mycontours.png\", transparent=True, dpi=300)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e0a7f326",
   "metadata": {},
   "source": [
    "## print(np.min(mc))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "67cffe41",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "d91233da",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "860a48ce",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "f744f38bf0854fb8a1270de678c2d778",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "NGLWidget(max_frame=10)"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import MDAnalysis as mda\n",
    "import nglview as nv\n",
    "from membrane_curvature.base import MembraneCurvature\n",
    "from membrane_curvature.tests.datafiles import MEMB_GRO, MEMB_XTC\n",
    "from nglview.contrib.movie import MovieMaker\n",
    "\n",
    "universe = mda.Universe(MEMB_GRO, MEMB_XTC)\n",
    "view = nv.show_mdanalysis(universe)\n",
    "\n",
    "\n",
    "view.add_representation('ball+stick', selection='not CHOL', radius=0.5, color=\"lightgrey\")\n",
    "view.add_representation('ball+stick', selection='.PO4', radius=2.00, color=\"darkcyan\")\n",
    "view.add_representation('ball+stick', selection='not POPC and not POPE', radius=0.5, color=\"lightgreen\")\n",
    "view.add_representation('ball+stick', selection='.ROH', radius=2.00, color=\"lightgreen\")\n",
    "\n",
    "view.camera='orthographic'\n",
    "view.control.zoom(0.3)\n",
    "view.control.rotate(\n",
    "     mda.lib.transformations.quaternion_from_euler(\n",
    "         -np.pi/2, np.pi/3, np.pi/12, 'rzyz').tolist())\n",
    "\n",
    "view"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "7f5d2cec",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "a5058323e68343a5b506bd603c6a9bc4",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "IntProgress(value=0, description='Rendering ...', max=4)"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "movie = MovieMaker(view, start=0, stop=5, fps=1, output='membrane_movie.gif')\n",
    "movie.make()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "id": "34ebe74b",
   "metadata": {},
   "outputs": [
    {
     "ename": "AttributeError",
     "evalue": "'Topology' object has no attribute 'is_empty'",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mAttributeError\u001b[0m                            Traceback (most recent call last)",
      "\u001b[0;32m<ipython-input-41-5066ca6bc1d0>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m      2\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mmdtraj\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0mmd\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      3\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 4\u001b[0;31m \u001b[0mtraj\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mpt\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mload\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mMEMB_XTC\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mtop\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mmd\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mload\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mMEMB_GRO\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtopology\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
      "\u001b[0;32m~/opt/anaconda3/envs/membcurv-dev/lib/python3.7/site-packages/pytraj/io.py\u001b[0m in \u001b[0;36mload\u001b[0;34m(filename, top, frame_indices, mask, stride)\u001b[0m\n\u001b[1;32m    122\u001b[0m     \u001b[0;31m# load to TrajectoryIterator object first\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    123\u001b[0m     \u001b[0;31m# do not use frame_indices_ here so we can optimize the slicing speed\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 124\u001b[0;31m     \u001b[0mtraj\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mload_traj\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfilename\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mtop\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mstride\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mstride\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    125\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    126\u001b[0m     \u001b[0;31m# do the slicing and other things if needed.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/opt/anaconda3/envs/membcurv-dev/lib/python3.7/site-packages/pytraj/io.py\u001b[0m in \u001b[0;36mload_traj\u001b[0;34m(filename, top, *args, **kwd)\u001b[0m\n\u001b[1;32m    239\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0misinstance\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtop\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mstring_types\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    240\u001b[0m         \u001b[0mtop\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mload_topology\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtop\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 241\u001b[0;31m     \u001b[0;32mif\u001b[0m \u001b[0mtop\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mNone\u001b[0m \u001b[0;32mor\u001b[0m \u001b[0mtop\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mis_empty\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    242\u001b[0m         \u001b[0mtop\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mload_topology\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfilename\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    243\u001b[0m     \u001b[0mts\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mTrajectoryIterator\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtop\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtop\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;31mAttributeError\u001b[0m: 'Topology' object has no attribute 'is_empty'"
     ]
    }
   ],
   "source": [
    "import pytraj as pt\n",
    "import mdtraj as md\n",
    "\n",
    "traj = pt.load(MEMB_XTC, top=md.load(MEMB_GRO).topology)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "67885df1",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "pytraj.Trajectory, 51 frames: \n",
       "Size: 0.006323 (GB)\n",
       "<Topology: 5547 atoms, 349 residues, 1 mols, PBC with box type = ortho>\n",
       "           "
      ]
     },
     "execution_count": 27,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "traj.superpose(mask='PO4', ref=0)\n",
    "\n",
    "traj"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "id": "c827dbe3",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "73e9eea97110488da656f39947e6cc63",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "NGLWidget(max_frame=50)"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "view = nv.show_pytraj(traj)\n",
    "view"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "id": "36882e6f",
   "metadata": {},
   "outputs": [],
   "source": [
    "topology = md.load(MEMB_GRO).topology"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "7048a611",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "dev-membcurv",
   "language": "python",
   "name": "dev-membcurv"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.3"
  },
  "widgets": {
   "application/vnd.jupyter.widget-state+json": {
    "state": {},
    "version_major": 2,
    "version_minor": 0
   }
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
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