{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "643d41c8-7e39-4165-8b2c-a3e237b03165",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'C:\\\\Users\\\\ddopp\\\\source\\\\repos\\\\CGProjectpub'"
      ]
     },
     "execution_count": 1,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import h5py\n",
    "import shutil\n",
    "import os\n",
    "import numpy as np\n",
    "import pandas as pd\n",
    "import pickle\n",
    "import matplotlib.pyplot as plt\n",
    "from scipy import stats\n",
    "from itertools import combinations\n",
    "from scipy.stats import kurtosis\n",
    "from scipy.spatial import distance\n",
    "from scipy.spatial import ConvexHull\n",
    "from modules.makeParams import *\n",
    "from modules.RejectionProtocols import *\n",
    "from modules.postAnalysis import *\n",
    "archivedPath = os.path.join(\"..\",\"CGresults\",\"may13_22\")#folder is outside of CGProjectpub\n",
    "localPath = os.getcwd()\n",
    "localPath"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "4e56ef87-7b48-483d-923d-e0a3fef54f49",
   "metadata": {},
   "outputs": [],
   "source": [
    "# get the selection data for all passing networks in lv3. for each variable, get the highest, lowest, and median value, and the cell it belongs to\n",
    "# get the membrane voltages and currents for that cell in and out of the network. mind the freq it is at"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "a083e647-58f6-4ca8-920e-262ae97f6aa3",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "using LV3\n"
     ]
    }
   ],
   "source": [
    "archivedPath = os.path.join(\"..\",\"CGResults\",\"fixed_gSyn\",\"MedwithLV2\",\"output\")\n",
    "coded = np.loadtxt(os.path.join(archivedPath,\"LV3\",\"LV3RejectionResults.txt\"))\n",
    "coded_Raw = np.loadtxt(os.path.join(archivedPath,\"LV3\",\"LV3RejectionRaw.txt\"))\n",
    "LV3Params = np.array(pd.read_pickle(os.path.join(archivedPath,\"LV3\",\"passParamsRepeat.pkl\")))\n",
    "passIdxs,failIdxs,allIdxs = getPassIdxs(coded,'LV3')\n",
    "[a,b] = coded.shape\n",
    "netPass = np.array([1 if(np.all(coded[:,i:i+5]==1)) else 0 for i in range(0,b,5)])# mark 1 if all cells in a net passed\n",
    "singleNetPass = [1 if (np.any(netPass[i:i+16] == 1)) else 0 for i in range(0,len(netPass),16)]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "38f70822-d651-489c-b793-1d0e2e539a16",
   "metadata": {},
   "outputs": [],
   "source": [
    "passidxs = np.repeat(np.where(netPass==1)[0],5)*5\n",
    "passCoded_Raw = coded_Raw[:,passidxs]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "fb175890-b11f-4645-a692-82b58bb7e983",
   "metadata": {},
   "outputs": [],
   "source": [
    "coded_raw_passing = passCoded_Raw\n",
    "maxIdxs ,minIdxs,medianIdxs= [],[],[]\n",
    "for i in range(0,coded_raw_passing.shape[0]):\n",
    "    maxIdxs.append(np.where(coded_raw_passing[i,:] == max(coded_raw_passing[i,:]))[0][0])\n",
    "    minIdxs.append(np.where(coded_raw_passing[i,:] == min(coded_raw_passing[i,:]))[0][0])\n",
    "    sortd = np.sort(coded_raw_passing[i,:])\n",
    "    median = sortd[int(len(sortd)/2)]\n",
    "    medianIdxs.append(np.where(coded_raw_passing[i,:] == median)[0][0])\n",
    "sumStatsIDXSDF = pd.DataFrame([maxIdxs,minIdxs,medianIdxs]).T\n",
    "sumStatsIDXSDF.index = LV3CritList()\n",
    "sumStatsIDXSDF.columns = [\"maxIDXs\",\"minIDXs\",\"medianIDXs\"]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "9fee82ee-6cd8-478e-9530-54ee988e06de",
   "metadata": {},
   "outputs": [],
   "source": [
    "coded_raw_passing = passCoded_Raw\n",
    "maxIdxs ,minIdxs,medianIdxs= [],[],[]\n",
    "for i in range(0,coded_raw_passing.shape[0]):\n",
    "    maxIdxs.append(max(coded_raw_passing[i,:]))\n",
    "    minIdxs.append(min(coded_raw_passing[i,:]))\n",
    "    sortd = np.sort(coded_raw_passing[i,:])\n",
    "    median = sortd[int(len(sortd)/2)]\n",
    "    medianIdxs.append(coded_raw_passing[i,:][np.where(coded_raw_passing[i,:] == median)[0][0]])\n",
    "sumStatsIDXSDFRAW = pd.DataFrame([maxIdxs,minIdxs,medianIdxs]).T\n",
    "sumStatsIDXSDFRAW.index = LV3CritList()\n",
    "sumStatsIDXSDFRAW.columns = [\"maxRaw\",\"minRaw\",\"medianRaw\"]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "bc8763a6-c861-420d-9bab-dbd9a07c5bfe",
   "metadata": {},
   "outputs": [],
   "source": [
    "sumStatsIDXSCombined = pd.concat([sumStatsIDXSDF,sumStatsIDXSDFRAW],axis=1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "848d054a-73b5-4ff3-b7ec-bc7c5033dcd0",
   "metadata": {},
   "outputs": [],
   "source": [
    "def getNet(df):\n",
    "    NetNo = np.floor(passidxs[df] /80) + 1 \n",
    "    return NetNo\n",
    "def getFreq(df):\n",
    "    scFreq = ((passidxs[df] - np.floor(passidxs[df] /80) * 80) / 5)+ 16\n",
    "    return scFreq"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "4e8170f5-873d-4764-b015-0fe7a87ada91",
   "metadata": {},
   "outputs": [],
   "source": [
    "Nets = np.array([getNet(np.array(sumStatsIDXSDF[key])) for key in sumStatsIDXSDF]).T\n",
    "Freqs =  np.array([getFreq(np.array(sumStatsIDXSDF[key])) for key in sumStatsIDXSDF]).T"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "db2caeb7-eafe-4288-974d-c401580abfcd",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>maxIDXs</th>\n",
       "      <th>minIDXs</th>\n",
       "      <th>medianIDXs</th>\n",
       "      <th>maxRaw</th>\n",
       "      <th>minRaw</th>\n",
       "      <th>medianRaw</th>\n",
       "      <th>NetMax</th>\n",
       "      <th>NetMin</th>\n",
       "      <th>NetMed</th>\n",
       "      <th>FreqMax</th>\n",
       "      <th>FreqMin</th>\n",
       "      <th>FreqMed</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>AUC_Control</th>\n",
       "      <td>415</td>\n",
       "      <td>2715</td>\n",
       "      <td>1345</td>\n",
       "      <td>16628.138342</td>\n",
       "      <td>10401.436778</td>\n",
       "      <td>13000.400845</td>\n",
       "      <td>47.0</td>\n",
       "      <td>237.0</td>\n",
       "      <td>132.0</td>\n",
       "      <td>19.0</td>\n",
       "      <td>21.0</td>\n",
       "      <td>19.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Peaks_Control</th>\n",
       "      <td>415</td>\n",
       "      <td>2585</td>\n",
       "      <td>515</td>\n",
       "      <td>30.168940</td>\n",
       "      <td>19.571085</td>\n",
       "      <td>22.868942</td>\n",
       "      <td>47.0</td>\n",
       "      <td>226.0</td>\n",
       "      <td>54.0</td>\n",
       "      <td>19.0</td>\n",
       "      <td>25.0</td>\n",
       "      <td>22.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>SPB_Control</th>\n",
       "      <td>150</td>\n",
       "      <td>30</td>\n",
       "      <td>15</td>\n",
       "      <td>9.000000</td>\n",
       "      <td>3.000000</td>\n",
       "      <td>7.000000</td>\n",
       "      <td>21.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>23.0</td>\n",
       "      <td>19.0</td>\n",
       "      <td>22.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>AUC_TEA</th>\n",
       "      <td>1095</td>\n",
       "      <td>1740</td>\n",
       "      <td>810</td>\n",
       "      <td>27163.194286</td>\n",
       "      <td>13844.003693</td>\n",
       "      <td>19997.392001</td>\n",
       "      <td>114.0</td>\n",
       "      <td>171.0</td>\n",
       "      <td>76.0</td>\n",
       "      <td>30.0</td>\n",
       "      <td>17.0</td>\n",
       "      <td>25.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Peaks_TEA</th>\n",
       "      <td>405</td>\n",
       "      <td>2925</td>\n",
       "      <td>2030</td>\n",
       "      <td>53.893188</td>\n",
       "      <td>24.990223</td>\n",
       "      <td>41.579735</td>\n",
       "      <td>47.0</td>\n",
       "      <td>249.0</td>\n",
       "      <td>194.0</td>\n",
       "      <td>17.0</td>\n",
       "      <td>26.0</td>\n",
       "      <td>23.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>SPB_TEA</th>\n",
       "      <td>2195</td>\n",
       "      <td>1360</td>\n",
       "      <td>10</td>\n",
       "      <td>26.000000</td>\n",
       "      <td>6.000000</td>\n",
       "      <td>16.000000</td>\n",
       "      <td>202.0</td>\n",
       "      <td>135.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>26.0</td>\n",
       "      <td>19.0</td>\n",
       "      <td>21.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Synchrony</th>\n",
       "      <td>1455</td>\n",
       "      <td>295</td>\n",
       "      <td>1115</td>\n",
       "      <td>0.998256</td>\n",
       "      <td>0.942970</td>\n",
       "      <td>0.967059</td>\n",
       "      <td>142.0</td>\n",
       "      <td>34.0</td>\n",
       "      <td>115.0</td>\n",
       "      <td>21.0</td>\n",
       "      <td>25.0</td>\n",
       "      <td>21.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Synchrony_TEA</th>\n",
       "      <td>2890</td>\n",
       "      <td>845</td>\n",
       "      <td>565</td>\n",
       "      <td>0.790435</td>\n",
       "      <td>0.188946</td>\n",
       "      <td>0.494639</td>\n",
       "      <td>246.0</td>\n",
       "      <td>77.0</td>\n",
       "      <td>56.0</td>\n",
       "      <td>24.0</td>\n",
       "      <td>23.0</td>\n",
       "      <td>21.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "               maxIDXs  minIDXs  medianIDXs        maxRaw        minRaw  \\\n",
       "AUC_Control        415     2715        1345  16628.138342  10401.436778   \n",
       "Peaks_Control      415     2585         515     30.168940     19.571085   \n",
       "SPB_Control        150       30          15      9.000000      3.000000   \n",
       "AUC_TEA           1095     1740         810  27163.194286  13844.003693   \n",
       "Peaks_TEA          405     2925        2030     53.893188     24.990223   \n",
       "SPB_TEA           2195     1360          10     26.000000      6.000000   \n",
       "Synchrony         1455      295        1115      0.998256      0.942970   \n",
       "Synchrony_TEA     2890      845         565      0.790435      0.188946   \n",
       "\n",
       "                  medianRaw  NetMax  NetMin  NetMed  FreqMax  FreqMin  FreqMed  \n",
       "AUC_Control    13000.400845    47.0   237.0   132.0     19.0     21.0     19.0  \n",
       "Peaks_Control     22.868942    47.0   226.0    54.0     19.0     25.0     22.0  \n",
       "SPB_Control        7.000000    21.0     8.0     1.0     23.0     19.0     22.0  \n",
       "AUC_TEA        19997.392001   114.0   171.0    76.0     30.0     17.0     25.0  \n",
       "Peaks_TEA         41.579735    47.0   249.0   194.0     17.0     26.0     23.0  \n",
       "SPB_TEA           16.000000   202.0   135.0     1.0     26.0     19.0     21.0  \n",
       "Synchrony          0.967059   142.0    34.0   115.0     21.0     25.0     21.0  \n",
       "Synchrony_TEA      0.494639   246.0    77.0    56.0     24.0     23.0     21.0  "
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "newDF = pd.concat([sumStatsIDXSCombined,pd.DataFrame(Nets,index = LV3CritList())],axis=1)\n",
    "newDFM = pd.concat([newDF,pd.DataFrame(Freqs,index = LV3CritList())],axis=1)\n",
    "newDFM.columns =[\"maxIDXs\",\"minIDXs\",\"medianIDXs\", \"maxRaw\",\"minRaw\",\"medianRaw\",\"NetMax\",\"NetMin\", \"NetMed\", \"FreqMax\", \"FreqMin\",\"FreqMed\"]\n",
    "newDFM"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c807826e-f238-4ae8-ab49-667c2ec07ad0",
   "metadata": {},
   "source": [
    "# view the output parameter space"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "5fb20ce0-b0ab-4ff5-9340-b53623ce6687",
   "metadata": {},
   "outputs": [],
   "source": [
    "%matplotlib widget"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "8a7d8490-b2ea-4ec1-971a-5c39242ff492",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "using LV3\n"
     ]
    }
   ],
   "source": [
    "archivedPath = os.path.join(\"..\",\"CGResults\",\"fixed_gSyn\",\"MedwithLV2\",\"output\")\n",
    "coded = np.loadtxt(os.path.join(archivedPath,\"LV3\",\"LV3RejectionResults.txt\"))\n",
    "coded_Raw = np.loadtxt(os.path.join(archivedPath,\"LV3\",\"LV3RejectionRaw.txt\"))\n",
    "LV3Params = np.array(pd.read_pickle(os.path.join(archivedPath,\"LV3\",\"passParamsRepeat.pkl\")))\n",
    "passIdxs,failIdxs,allIdxs = getPassIdxs(coded,'LV3')\n",
    "SCfreqs = np.loadtxt(os.path.join(archivedPath,\"LV3\",'SCfreqs'))\n",
    "[a,b] = coded.shape\n",
    "netPass = np.array([1 if(np.all(coded[:,i:i+5]==1)) else 0 for i in range(0,b,5)])# mark 1 if all cells in a net passed\n",
    "singleNetPass = [1 if (np.any(netPass[i:i+16] == 1)) else 0 for i in range(0,len(netPass),16)]\n",
    "passidxs = np.repeat(np.where(netPass==1)[0],5)*5\n",
    "passCoded_Raw = coded_Raw[:,passidxs]"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4517e436-20fd-44b2-b802-0d2a65fe8a53",
   "metadata": {},
   "source": [
    "### interactive"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "id": "251ca4e6-df2f-4507-b79f-cfbe052f4dd1",
   "metadata": {},
   "outputs": [],
   "source": [
    "import plotly.express as px\n",
    "#df = pd.DataFrame([passCoded_Raw[0,:],passCoded_Raw[1,:],passCoded_Raw[2,:],SCfreqs[passidxs],np.arange(1,len(passCoded_Raw[2,:]))])\n",
    "df = pd.DataFrame([passCoded_Raw[0,:],passCoded_Raw[1,:],passCoded_Raw[2,:],SCfreqs[passidxs],np.arange(1,len(passCoded_Raw[2,:]))])\n",
    "df.index = LV3CritList()[:3] + ['SCfreqs','cell_id']\n",
    "df = df.T\n",
    "fig = px.scatter_3d(df,x = 'AUC_Control',y='Peaks_Control',z='SPB_Control',\n",
    "                    opacity = 0.1,color = 'SCfreqs',hover_data=['SCfreqs','cell_id'])\n",
    "fig.update_traces(marker_size = 6)\n",
    "\n",
    "fig.write_html('ControlCriteria_Passing.html',auto_open=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "e03d6c25-d45c-4deb-9f68-c73ba7a9654b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'netNo': 35,\n",
       " 'SCf': 17,\n",
       " 'netTrialNo': 5,\n",
       " 'cellNo': 0,\n",
       " 'netIDX': 2725,\n",
       " 'idNo': 2725,\n",
       " 'idNetNo': 2725}"
      ]
     },
     "execution_count": 29,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "get_original_index(2725)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4e939830-2e2f-4fbe-ba03-02673cb8724a",
   "metadata": {},
   "source": [
    "### static"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "1e9f04cf-75a2-4707-b803-5589611ed602",
   "metadata": {},
   "outputs": [],
   "source": [
    "def get_original_index(idNo):\n",
    "    netNo = int(idNo/80) + 1\n",
    "    nodeNo = idNo%80\n",
    "    netTrialNo = int(nodeNo/5)*5\n",
    "    cellNo = nodeNo - netTrialNo\n",
    "    SCf = int(nodeNo/5) + 16\n",
    "    idNetNo = idNo - idNo%5\n",
    "    return dict({'netNo':netNo,'SCf':SCf,'netTrialNo':netTrialNo,'cellNo':cellNo,'netIDX':getNetIDX(netNo,SCf),'idNo':idNo,'idNetNo':idNetNo})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "id": "84e274bf-5fdb-4928-90b1-6f1d7597062b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x720 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "\n",
    "#idNos = [424,164,2724,2974]# cellIDs of the cells in networks which pass\n",
    "idNos = [684,164,2724,2974]\n",
    "# get the idxs of these cells(and any cells with identical values due to synchrony)\n",
    "AlldelIdxs = []\n",
    "for i in range(len(idNos)):\n",
    "    resDict = get_original_index(idNos[i])\n",
    "    delIdxs = np.where(passCoded_Raw[0,:] == passCoded_Raw[0,idNos[i]])[0]\n",
    "    AlldelIdxs.append(delIdxs)\n",
    "AlldelIdxs = np.concatenate(AlldelIdxs)\n",
    "#delete these idxs from the dataset\n",
    "xnew,ynew,znew = np.delete(passCoded_Raw[0,:],[AlldelIdxs]),np.delete(passCoded_Raw[1,:],[AlldelIdxs]),np.delete(passCoded_Raw[2,:],[AlldelIdxs])\n",
    "\n",
    "#mark these cells independently\n",
    "AllindScatterPoints = []\n",
    "Allx,Ally,Allz = passCoded_Raw[0,idNos],passCoded_Raw[1,idNos],passCoded_Raw[2,idNos]\n",
    "\n",
    "#plot everything\n",
    "fig = plt.figure(figsize=(10,10))\n",
    "ax = fig.add_subplot(projection='3d')\n",
    "c = ['r','purple','green','blue']\n",
    "classes = ['networkID {}'.format(passidxs[idNos[i]]) for i in range(len(idNos))]\n",
    "ax.scatter3D(xnew,ynew,znew,color='black',alpha = 0.03)\n",
    "ax.scatter3D(Allx,Ally,Allz,color=c,alpha = 1,marker = '.',s=400)\n",
    "scatter1_proxies = [matplotlib.lines.Line2D([0],[0], linestyle=\"none\", c=c[i], marker = 'o') for i in range(len(c))]#object returned by scatter 3D cannot use legend property or something)\n",
    "\n",
    "ax.legend(scatter1_proxies, classes, numpoints = 1)\n",
    "ax.view_init(10, 10)\n",
    "plt.xlabel('AUC')\n",
    "plt.ylabel('spike height')\n",
    "ax.set_zlabel('spikes per burst')\n",
    "plt.savefig('networkoutputs_control.png')\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "26fa3e9f-9101-49fe-bf58-02d25da9280f",
   "metadata": {},
   "source": [
    "## plot the responses of these cells with no gap junctions"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "6920bf6e-fe63-49d2-943c-185976656520",
   "metadata": {},
   "outputs": [],
   "source": [
    "passParamsLV3 = LV3Params[:,passidxs]#assumes params are imported, and passidxs is all the cells that pass in networks and with redundancies"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "16dc0236-e137-4d86-bcb5-72e5b3611ff8",
   "metadata": {},
   "outputs": [],
   "source": [
    "h.nrn_load_dll(os.path.join(\"modFiles\",\"nrnmech.dll\"))\n",
    "h.load_file('stdrun.hoc') #so you can use run command\n",
    "from itertools import permutations \n",
    "def setGapSoma(LCA,LCB,g,LCs,RSOMA):\n",
    "    \n",
    "    newGap = h.GAP(LCs[LCA].soma(0.5))\n",
    "    g.append(newGap)\n",
    "    i = len(g) - 1\n",
    "    g[i].r = RSOMA\n",
    "    h.setpointer(LCs[LCB].soma(0.5)._ref_v,'vgap',g[i])\n",
    "\n",
    "def setGapSIZ(LCA,LCB,gSIZ,LCs,RSIZ):\n",
    "    newGap = h.GAP(LCs[LCA].siz(0.5))\n",
    "    gSIZ.append(newGap)\n",
    "    i = len(gSIZ) - 1\n",
    "    gSIZ[i].r = RSIZ\n",
    "    h.setpointer(LCs[LCB].siz(0.5)._ref_v,'vgap',gSIZ[i])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "45b653c8-ea6e-4db5-be86-589f8a06b6ca",
   "metadata": {},
   "outputs": [],
   "source": [
    "def plotNet(Vs,resDict):\n",
    "    fig,axs = plt.subplots(1,5,figsize=(10,2))\n",
    "    for i in range(5):\n",
    "        j = i*3\n",
    "        axs[i].plot(Vs[:,j])\n",
    "    plt.suptitle('networkID {0} which is net {1} at SCfreq {2}'.format(resDict['idNo'],resDict['netNo'],resDict['SCf']))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "id": "631db8fd-19d4-4cd6-b201-426541964ccd",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "making event times for LV3\n",
      "making event times for LV3\n",
      "making event times for LV3\n",
      "making event times for LV3\n"
     ]
    }
   ],
   "source": [
    "AllVs = []\n",
    "############################ NEED TO CHOOSE SCFREQ FROM ACTUAL RECORDED NUMBER INSTEAD OF AN INTEGER#################################\n",
    "for i in range(len(idNos)):\n",
    "    resDict = get_original_index(passidxs[idNos[i]])\n",
    "    seed = \"32165156\"\n",
    "    simTime = 2000\n",
    "    dt = 0.2\n",
    "    secName = [\"soma\",\"neurite\",\"siz\"]\n",
    "    recVars = [[\"nap2\",\"Nn\",\"cat\",\"cal\",\"kd2\",\"kd2\",\"skkca\",\"bkkca\",\"a2\",\"leak\"],[\"bkkca\",\"nap2\",\"cal\",\"cat\",\"leak\"],[\"kdsiz\",\"nasiz\",\"leak\"]]\n",
    "    if idNos[i] == 2724:\n",
    "        resDict['SCf'] = 21\n",
    "    vList,cList,Vs,Is = runNet(seed,resDict['netNo'],resDict['SCf'],gap = False)\n",
    "    AllVs.append(Vs)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "id": "230bba8f-593d-4a0f-90c2-34879d428e73",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x144 with 5 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x144 with 5 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x144 with 5 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x144 with 5 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "\n",
    "for i in range(0,len(AllVs)):\n",
    "    V = np.array(AllVs[i]).T\n",
    "    resDict = get_original_index(passidxs[idNos[i]])\n",
    "    plotNet(V,resDict)\n",
    "    plt.savefig(f\"net{passidxs[idNos[i]]}.png\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 119,
   "id": "3c728486-727b-41ba-a74f-23d38f4f1a73",
   "metadata": {},
   "outputs": [],
   "source": [
    "def runNetModular(seed,resDict,gap=True):\n",
    "    netID = resDict['netNo']\n",
    "    SCfreq = resDict['SCf']\n",
    "    netIDX = resDict['idNetNo']\n",
    "    #netIDX = int(getNetIDX(netID,SCfreq))\n",
    "    netParams = passParamsLV3[:,netIDX:netIDX + 5]\n",
    "    passingParamsRepeated = repeatSubarray(netParams, 5,16)\n",
    "    eventTimes, SCfreqs = makeEventTimes(passingParamsRepeated.shape[1],seed,'LV3')\n",
    "    params, LCs = makeCellsLV3(netParams,'Control')\n",
    "    Trials = netParams.shape[1]\n",
    "    vsAll = [h.VecStim() for i in range(0,Trials)]\n",
    "    ETs = [h.Vector(eventTimes[int((SCfreq - 16)*5),eventTimes[int((SCfreq - 16)*5),:]!=0]) for i in range(0,Trials)]\n",
    "    syns = [h.Exp2Syn(LCs[i].siz(1)) for i in range(0,Trials)]\n",
    "    for i in range(0,Trials):\n",
    "        vsAll[i].play(ETs[i])\n",
    "        syns[i].tau1,syns[i].tau2,syns[i].e   = 10,120,-15\n",
    "    synGains = np.ones(Trials)*0.09\n",
    "    NetCons = [h.NetCon(vsAll[i],syns[i],-10,0,synGains[i]) for i in range(0,Trials)] \n",
    "    if gap == True:\n",
    "        RSOMA = 1.54\n",
    "        RSIZ = 200\n",
    "    if gap == False:\n",
    "        RSOMA=20000000#1.54#\n",
    "        RSIZ= 20000000#200#20000000#20000000#\n",
    "    g,gSIZ = [],[]\n",
    "    setGapSoma(0,1,g,LCs,RSOMA)\n",
    "    setGapSoma(1,0,g,LCs,RSOMA)\n",
    "    setGapSoma(3,4,g,LCs,RSOMA)\n",
    "    setGapSoma(4,3,g,LCs,RSOMA)\n",
    "    perm = permutations(np.arange(0,5),2)\n",
    "    sizCombos = [i for i in perm]\n",
    "    [setGapSIZ(sizCombos[i][0],sizCombos[i][1],gSIZ,LCs,RSIZ) for i in range(len(sizCombos))]\n",
    "    ## record all the voltages and currents in all three sections\n",
    "    secName = [\"soma\",\"neurite\",\"siz\"]\n",
    "    recVars = [[\"nap2\",\"Nn\",\"cat\",\"cal\",\"kd2\",\"kd2\",\"skkca\",\"bkkca\",\"a2\",\"leak\"],[\"bkkca\",\"nap2\",\"cal\",\"cat\",\"leak\"],[\"kdsiz\",\"nasiz\",\"leak\"]]\n",
    "    allVs = []\n",
    "    allIs = []\n",
    "    for i in range(len(LCs)):\n",
    "        cell = LCs[i]#eval() doesn't like the list for some reason\n",
    "        voltages,currents = getRecList(cell)\n",
    "        \n",
    "        voltages = [voltages[j].replace('cell','LCs['+str(i)+']') for j in range(len(voltages))]#but here we can use the list for some reason\n",
    "        currents = [currents[j].replace('cell','LCs['+str(i)+']') for j in range(len(currents))]\n",
    "        \n",
    "        allVs.append(voltages)\n",
    "        allIs.append(currents)\n",
    "    allVs = [item for sublist in allVs for item in sublist]#flatten the list\n",
    "    allIs = [item for sublist in allIs for item in sublist]\n",
    "    \n",
    "    \n",
    "    # does not work w/ list comp for some reason\n",
    "    currentList = []\n",
    "    for item in allIs:\n",
    "        currentList.append(eval(item))\n",
    "    voltageList = []\n",
    "    for item in allVs:\n",
    "        voltageList.append(eval(item))\n",
    "        \n",
    "    \n",
    "    h.dt=dt\n",
    "    h.finitialize(-51)\n",
    "    h.continuerun(simTime)\n",
    "    return allVs,allIs,voltageList,currentList\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "f487bd3d-3adc-4f65-85b3-43b098a8cc28",
   "metadata": {},
   "outputs": [],
   "source": [
    "# get the parameter sets\n",
    "# run the lv3 sim\n",
    "#plot and label"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "dd124512-ac65-46e7-b992-966028eec080",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "id": "3c755602-b2f6-4f05-a9aa-0ce393de3c87",
   "metadata": {},
   "source": [
    "# run the LV3 simulation"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "c239e83b-3434-4925-baec-b6b30dffdd41",
   "metadata": {},
   "outputs": [],
   "source": [
    "h.nrn_load_dll(os.path.join(\"modFiles\",\"nrnmech.dll\"))\n",
    "h.load_file('stdrun.hoc') #so you can use run command\n",
    "from itertools import permutations "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "f92f9134-7d71-4278-a807-9f5e1f36e9af",
   "metadata": {},
   "outputs": [],
   "source": [
    "def setGapSoma(LCA,LCB,g,LCs,RSOMA):\n",
    "    \n",
    "    newGap = h.GAP(LCs[LCA].soma(0.5))\n",
    "    g.append(newGap)\n",
    "    i = len(g) - 1\n",
    "    g[i].r = RSOMA\n",
    "    h.setpointer(LCs[LCB].soma(0.5)._ref_v,'vgap',g[i])\n",
    "\n",
    "def setGapSIZ(LCA,LCB,gSIZ,LCs,RSIZ):\n",
    "    newGap = h.GAP(LCs[LCA].siz(0.5))\n",
    "    gSIZ.append(newGap)\n",
    "    i = len(gSIZ) - 1\n",
    "    gSIZ[i].r = RSIZ\n",
    "    h.setpointer(LCs[LCB].siz(0.5)._ref_v,'vgap',gSIZ[i])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 541,
   "id": "70ce4dee-681e-49f2-9077-d865549e5282",
   "metadata": {},
   "outputs": [],
   "source": [
    "seed = \"32165156\"\n",
    "netID = newDFM['NetMed'].loc['AUC_Control'] \n",
    "SCfreq = newDFM['FreqMed'].loc['AUC_Control']\n",
    "simTime = 2000\n",
    "dt = 0.2\n",
    "secName = [\"soma\",\"neurite\",\"siz\"]\n",
    "recVars = [[\"nap2\",\"Nn\",\"cat\",\"cal\",\"kd2\",\"kd2\",\"skkca\",\"bkkca\",\"a2\",\"leak\"],[\"bkkca\",\"nap2\",\"cal\",\"cat\",\"leak\"],[\"kdsiz\",\"nasiz\",\"leak\"]]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "ee693a35-83d5-4d1a-a3b8-eb4ca5b3c352",
   "metadata": {},
   "outputs": [],
   "source": [
    "def getRecList(cell):\n",
    "    allVvecs,allRefNames,allIvecs = [],[],[]\n",
    "\n",
    "    for m in range(len(secName)):\n",
    "        refVars = []\n",
    "\n",
    "        for var in recVars[m]:\n",
    "            res = eval(\"cell.\"+secName[m]+\"(0.5).\"+var+\".__dict__\")\n",
    "            for key in list(res.keys()):\n",
    "\n",
    "                if key[0] == 'i':\n",
    "                    refVars.append(key)\n",
    "\n",
    "\n",
    "        refNames = [secName[m]+\" \"+recVars[m][j]+\" \"+refVars[j] for j in range(len(recVars[m]))]\n",
    "        allRefNames.append(refNames)\n",
    "\n",
    "        recIvecs = [\"h.Vector().record(cell.\"+secName[m]+\"(0.5).\"+recVars[m][j]+\"._ref_\"+refVars[j]+\")\" for j in range(len(recVars[m]))]\n",
    "        allVvecs.append(\"h.Vector().record(cell.\"+secName[m]+\"(0.5)._ref_v)\")\n",
    "        allIvecs.append(recIvecs)\n",
    "        \n",
    "\n",
    "    currents = [item for sublist in allIvecs for item in sublist]#flatten the list\n",
    "    voltages = allVvecs\n",
    "    return voltages, currents\n",
    "    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "82b9e113-d45d-4069-98a2-b55b52488802",
   "metadata": {},
   "outputs": [],
   "source": [
    "def runNet(seed,netID,SCfreq,gap=True):\n",
    "    netIDX = int(getNetIDX(netID,SCfreq))\n",
    "    netParams = LV3Params[:,netIDX:netIDX + 5]\n",
    "    passingParamsRepeated = repeatSubarray(netParams, 5,16)\n",
    "    eventTimes, SCfreqs = makeEventTimes(passingParamsRepeated.shape[1],seed,'LV3')\n",
    "    params, LCs = makeCellsLV3(netParams,'Control')\n",
    "    Trials = netParams.shape[1]\n",
    "    vsAll = [h.VecStim() for i in range(0,Trials)]\n",
    "    ETs = [h.Vector(eventTimes[int((SCfreq - 16)*5),eventTimes[int((SCfreq - 16)*5),:]!=0]) for i in range(0,Trials)]\n",
    "    syns = [h.Exp2Syn(LCs[i].siz(1)) for i in range(0,Trials)]\n",
    "    for i in range(0,Trials):\n",
    "        vsAll[i].play(ETs[i])\n",
    "        syns[i].tau1,syns[i].tau2,syns[i].e   = 10,120,-15\n",
    "    synGains = np.ones(Trials)*0.09\n",
    "    NetCons = [h.NetCon(vsAll[i],syns[i],-10,0,synGains[i]) for i in range(0,Trials)] \n",
    "    if gap == True:\n",
    "        RSOMA = 1.54\n",
    "        RSIZ = 200\n",
    "    if gap == False:\n",
    "        RSOMA=20000000#1.54#\n",
    "        RSIZ= 20000000#200#20000000#20000000#\n",
    "    g,gSIZ = [],[]\n",
    "    setGapSoma(0,1,g,LCs,RSOMA)\n",
    "    setGapSoma(1,0,g,LCs,RSOMA)\n",
    "    setGapSoma(3,4,g,LCs,RSOMA)\n",
    "    setGapSoma(4,3,g,LCs,RSOMA)\n",
    "    perm = permutations(np.arange(0,5),2)\n",
    "    sizCombos = [i for i in perm]\n",
    "    [setGapSIZ(sizCombos[i][0],sizCombos[i][1],gSIZ,LCs,RSIZ) for i in range(len(sizCombos))]\n",
    "    ## record all the voltages and currents in all three sections\n",
    "    secName = [\"soma\",\"neurite\",\"siz\"]\n",
    "    recVars = [[\"nap2\",\"Nn\",\"cat\",\"cal\",\"kd2\",\"kd2\",\"skkca\",\"bkkca\",\"a2\",\"leak\"],[\"bkkca\",\"nap2\",\"cal\",\"cat\",\"leak\"],[\"kdsiz\",\"nasiz\",\"leak\"]]\n",
    "    allVs = []\n",
    "    allIs = []\n",
    "    for i in range(len(LCs)):\n",
    "        cell = LCs[i]#eval() doesn't like the list for some reason\n",
    "        voltages,currents = getRecList(cell)\n",
    "        \n",
    "        voltages = [voltages[j].replace('cell','LCs['+str(i)+']') for j in range(len(voltages))]#but here we can use the list for some reason\n",
    "        currents = [currents[j].replace('cell','LCs['+str(i)+']') for j in range(len(currents))]\n",
    "        \n",
    "        allVs.append(voltages)\n",
    "        allIs.append(currents)\n",
    "    allVs = [item for sublist in allVs for item in sublist]#flatten the list\n",
    "    allIs = [item for sublist in allIs for item in sublist]\n",
    "    \n",
    "    \n",
    "    # does not work w/ list comp for some reason\n",
    "    currentList = []\n",
    "    for item in allIs:\n",
    "        currentList.append(eval(item))\n",
    "    voltageList = []\n",
    "    for item in allVs:\n",
    "        voltageList.append(eval(item))\n",
    "        \n",
    "    \n",
    "    h.dt=dt\n",
    "    h.finitialize(-51)\n",
    "    h.continuerun(simTime)\n",
    "    return allVs,allIs,voltageList,currentList\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 547,
   "id": "05572d26-637f-458c-b324-7bfb5e8137a1",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "making event times for LV3\n"
     ]
    }
   ],
   "source": [
    "secName = [\"soma\",\"neurite\",\"siz\"]\n",
    "recVars = [[\"nap2\",\"Nn\",\"cat\",\"cal\",\"kd2\",\"kd2\",\"skkca\",\"bkkca\",\"a2\",\"leak\"],[\"bkkca\",\"nap2\",\"cal\",\"cat\",\"leak\"],[\"kdsiz\",\"nasiz\",\"leak\"]]\n",
    "vList,cList,Vs,Is = runNet(seed,netID,SCfreq)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 552,
   "id": "cc31c124-2c27-4185-ab41-408a82d6e801",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "LC2currents = []\n",
    "cellNo = 1\n",
    "for i in range(len(Is)):\n",
    "    if 'LCs['+str(cellNo)+']' in cList[i]:\n",
    "        LC2currents.append(np.array(Is[i]).reshape(-1,1))\n",
    "LC2currents = np.concatenate(LC2currents,axis=1)\n",
    "recVars[0][4] = 'kd1'\n",
    "for i in range(len(secName)):\n",
    "    for j in range(len(recVars[i])):\n",
    "        labelname = secName[i]+'_'+recVars[i][j]\n",
    "        plt.plot(LC2currents[:,i+j],label = labelname)\n",
    "        np.savetxt(labelname+'.txt',LC2currents[:,i+j])\n",
    "plt.legend()\n",
    "plt.savefig('LC2currents.png')\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 551,
   "id": "462d8a54-9541-4652-8b1d-f9c51f218b40",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 216x576 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "LC2Voltages = []\n",
    "cellNo = 1\n",
    "for i in range(len(Vs)):\n",
    "    if 'LCs['+str(cellNo)+']' in vList[i]:\n",
    "        LC2Voltages.append(np.array(Vs[i]).reshape(-1,1))\n",
    "LC2Voltages = np.concatenate(LC2Voltages,axis=1)\n",
    "fig,axes = plt.subplots(3,figsize=(3,8))\n",
    "for i in range(LC2Voltages.shape[1]):\n",
    "    axes[i].plot(LC2Voltages[:,i])\n",
    "    axes[i].set_title(secName[i])\n",
    "    plt.subplots_adjust(hspace=0.5)\n",
    "    np.savetxt(secName[i]+'_voltage.txt',LC2Voltages[:,i])\n",
    "\n",
    "plt.savefig('LC2sectionvoltages.png')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 503,
   "id": "a51419a3-0865-43fd-a225-918051bb8f74",
   "metadata": {},
   "outputs": [],
   "source": [
    "def plotNet(V):\n",
    "    \n",
    "    fig, axs = plt.subplots(5,figsize=(3,10))\n",
    "    time = np.arange(0,simTime+dt,dt)\n",
    "    [axs[i].plot(time,V[:,i]) for i in range(5)]\n",
    "    [axs[i].set_xlabel('ms') for i in range(5)]\n",
    "    plt.suptitle('network {0}, SC freq {1}'.format(int(netID), int(SCfreq)))\n",
    "    plt.subplots_adjust(left=None, bottom=None, right=None, top=0.95, wspace=None, hspace=0.5)\n",
    "    \n",
    "    plt.savefig(\"soma voltages.png\")\n",
    "    plt.show()\n",
    "    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 550,
   "id": "cdadbb0e-f488-4448-9a94-b593d7804eb7",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 216x720 with 5 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "vSomas = []\n",
    "for i in range(0,len(Vs),3):\n",
    "    vSomas.append(np.array(Vs[i]).reshape(-1,1))\n",
    "vSomas = np.concatenate(vSomas,axis=1)  \n",
    "\n",
    "simTime = 2000\n",
    "dt = 0.2\n",
    "\n",
    "plotNet(vSomas)\n",
    "np.savetxt('voltages.txt',vSomas)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 326,
   "id": "82f49664-ff8e-46d8-8547-dae2aa5bd747",
   "metadata": {},
   "outputs": [],
   "source": [
    "\n",
    "net,Nets,roots = [],[],[]\n",
    "for idx in sumStatsIDXSDF[\"maxIDXs\"]:\n",
    "    rootIdx = passidxs[idx]\n",
    "    roots.append(rootIdx)\n",
    "    netStart = rootIdx - (rootIdx % 5)\n",
    "    net.append(LV3Params[:,netStart:netStart+5])\n",
    "    Nets.append(np.array(net))\n",
    "    \n",
    "Nets = np.array(Nets,dtype=object)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 164,
   "id": "e5d6a0a7-5adf-41e1-b4a6-e195b9d08e03",
   "metadata": {},
   "outputs": [],
   "source": [
    "Net1 = np.concatenate(Nets[0].T,axis=1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 89,
   "id": "60640a01-37b6-4065-bd00-0475e2598114",
   "metadata": {},
   "outputs": [],
   "source": [
    "for i in range(LV3Params.shape[1]):\n",
    "    if np.all(LV3Params[:,i] == LV3Params[:,passIdxs[594]]) == True:\n",
    "        NetIDX = i\n",
    "        break\n",
    "        "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 239,
   "id": "e48c160f-6d6a-417b-b84a-52736bd3c683",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "10.0\n",
      "16\n"
     ]
    }
   ],
   "source": [
    "NetNo = (NetIDX - NetIDX%5)/80+3\n",
    "freq = NetIDX - (int(NetIDX/80)*80) + 16\n",
    "print(NetNo)\n",
    "print(freq)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "id": "8ba0dd56-430f-4114-9c0e-60c0b1289212",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "1994"
      ]
     },
     "execution_count": 50,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "def runNet(seed,netID,SCfreq):\n",
    "    netIDX = int(getNetIDX(netID,SCfreq))\n",
    "    netParams = LV3Params[:,netIDX:netIDX + 5]\n",
    "    passingParamsRepeated = repeatSubarray(netParams, 5,16)\n",
    "    eventTimes, SCfreqs = makeEventTimes(passingParamsRepeated.shape[1],seed,'LV3')\n",
    "    params, LCs = makeCellsLV3(netParams,'Control')\n",
    "    Trials = netParams.shape[1]\n",
    "    vsAll = [h.VecStim() for i in range(0,Trials)]\n",
    "    ETs = [h.Vector(eventTimes[int((SCfreq - 16)*5),eventTimes[int((SCfreq - 16)*5),:]!=0]) for i in range(0,Trials)]\n",
    "    syns = [h.Exp2Syn(LCs[i].siz(1)) for i in range(0,Trials)]\n",
    "    for i in range(0,Trials):\n",
    "        vsAll[i].play(ETs[i])\n",
    "        syns[i].tau1,syns[i].tau2,syns[i].e   = 10,120,-15\n",
    "    synGains = np.ones(Trials)*0.09\n",
    "    NetCons = [h.NetCon(vsAll[i],syns[i],-10,0,synGains[i]) for i in range(0,Trials)] \n",
    "    RSOMA=2000000#1.54\n",
    "    RSIZ= 2000000\n",
    "    g,gSIZ = [],[]\n",
    "    setGapSoma(0,1,g,LCs,RSOMA)\n",
    "    setGapSoma(1,0,g,LCs,RSOMA)\n",
    "    setGapSoma(3,4,g,LCs,RSOMA)\n",
    "    setGapSoma(4,3,g,LCs,RSOMA)\n",
    "    perm = permutations(np.arange(0,5),2)\n",
    "    sizCombos = [i for i in perm]\n",
    "    [setGapSIZ(sizCombos[i][0],sizCombos[i][1],gSIZ,LCs,RSIZ) for i in range(len(sizCombos))]\n",
    "    #v = [h.Vector().record(LCs[i].soma(0.5)._ref_v) for i in range(0,Trials)]\n",
    "    #iSyn = [h.Vector().record(syns[j]._ref_i) for j in range(0,Trials)]\n",
    "    secName = [\"soma\",\"neurite\",\"siz\"]\n",
    "    recVars = [[\"nap2\",\"Nn\",\"cat\",\"cal\",\"kd2\",\"kd2\",\"skkca\",\"bkkca\",\"a2\",\"leak\"],[\"bkkca\",\"nap2\",\"cal\",\"cat\",\"leak\"],[\"kdsiz\",\"nasiz\",\"leak\"]]\n",
    "\n",
    "    cell = LCs[0]\n",
    "    voltages,currents = getRec(cell)\n",
    "    \"\"\"\n",
    "    allVvecs = []\n",
    "    allRefNames = []\n",
    "    allIvecs = []\n",
    "    for m in range(len(secName)):\n",
    "        refVars = []\n",
    "\n",
    "        for var in recVars[m]:\n",
    "            res = eval(\"cell.\"+secName[m]+\"(0.5).\"+var+\".__dict__\")\n",
    "            for key in list(res.keys()):\n",
    "\n",
    "                if key[0] == 'i':\n",
    "                    refVars.append(key)\n",
    "\n",
    "\n",
    "        refNames = [secName[m]+\" \"+recVars[m][j]+\" \"+refVars[j] for j in range(len(recVars[m]))]\n",
    "        allRefNames.append(refNames)\n",
    "\n",
    "        recIvecs = [\"h.Vector().record(cell.\"+secName[m]+\"(0.5).\"+recVars[m][j]+\"._ref_\"+refVars[j]+\")\" for j in range(len(recVars[m]))]\n",
    "        allVvecs.append(\"h.Vector().record(cell.\"+secName[m]+\"(0.5)._ref_v)\")\n",
    "        allIvecs.append(recIvecs)\n",
    "        \n",
    "\n",
    "    currents = [item for sublist in allIvecs for item in sublist]#flatten the list\n",
    "    voltages = allVvecs\n",
    "    \"\"\"\n",
    "    # does not work w/ list comp for some reason\n",
    "    currentList = []\n",
    "    for item in currents:\n",
    "        currentList.append(eval(item))\n",
    "    voltageList = []\n",
    "    for item in voltages:\n",
    "        voltageList.append(eval(item))\n",
    "    \n",
    "    h.dt=dt\n",
    "    h.finitialize(-51)\n",
    "    h.continuerun(simTime)\n",
    "    return voltages,currents,voltageList,currentList\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5117f208-2c59-45ec-b573-a8c669445ea3",
   "metadata": {},
   "source": [
    "# get a test cell"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "329ff1de-4cb4-4a5e-aaa8-a916a6bd76f5",
   "metadata": {},
   "outputs": [],
   "source": [
    "# according to the pdf cell 17 looks good"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "5df6bd0c-8975-4b42-84a0-e086a262e8e7",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "1.0"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "h.nrn_load_dll(os.path.join(\"modFiles\",\"nrnmech.dll\"))\n",
    "h.load_file('stdrun.hoc') #so you can use run command"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "60a55913-880a-4141-a706-0f620658dfb9",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "using LV2\n"
     ]
    }
   ],
   "source": [
    "\n",
    "archivedPath = os.path.join(\"..\",\"CGResults\",\"fixed_gSyn\")\n",
    "file = \"MedwithLV2\"\n",
    "\n",
    "LV2Params = np.array(pd.read_pickle(os.path.join(archivedPath,file,\"output\",\"LV2\",\"passParamsRepeatControl.pkl\")))\n",
    "coded = np.loadtxt(os.path.join(archivedPath,file,\"output\",\"LV2\",\"LV2RejectionResults.txt\"))\n",
    "passIdxs,failIdxs,allIdxs = getPassIdxs(coded,\"LV2\")\n",
    "passParams = LV2Params[:,passIdxs]\n",
    "\n",
    "\n",
    "eventTimes = np.array(pd.read_pickle(os.path.join(archivedPath,file,\"input\",\"LV2\", \"EventTimes.pkl\"))).T\n",
    "passingEventTimes = eventTimes[:,passIdxs]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "b831a169-ee7c-43c3-8b14-e795b23fe428",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "136\n",
      "soma\n",
      "{'g': None, 'i': None, 'G': None, 'm': None, 'h': None}\n",
      "soma\n",
      "{'gbar': None, 'inn': None, 'w': None}\n",
      "soma\n",
      "{'g': None, 'i': None, 'G': None, 'm': None, 'h': None}\n",
      "soma\n",
      "{'g': None, 'i': None, 'G': None, 'm': None, 'h': None}\n",
      "soma\n",
      "{'g1': None, 'g2': None, 'i': None, 'm1': None, 'h1': None, 'm2': None}\n",
      "soma\n",
      "{'g1': None, 'g2': None, 'i': None, 'm1': None, 'h1': None, 'm2': None}\n",
      "soma\n",
      "{'gbar': None, 'ik': None, 'w': None}\n",
      "soma\n",
      "{'g': None, 'i': None, 'G': None, 'a': None, 'b': None}\n",
      "soma\n",
      "{'g': None, 'G': None, 'i': None, 'm': None, 'h': None}\n",
      "soma\n",
      "{'g': None, 'e': None, 'il': None}\n",
      "neurite\n",
      "{'g': None, 'i': None, 'G': None, 'a': None, 'b': None}\n",
      "neurite\n",
      "{'g': None, 'i': None, 'G': None, 'm': None, 'h': None}\n",
      "neurite\n",
      "{'g': None, 'i': None, 'G': None, 'm': None, 'h': None}\n",
      "neurite\n",
      "{'g': None, 'i': None, 'G': None, 'm': None, 'h': None}\n",
      "neurite\n",
      "{'g': None, 'e': None, 'il': None}\n",
      "siz\n",
      "{'g': None, 'G': None, 'minf': None, 'taum': None, 'i': None, 'm': None}\n",
      "siz\n",
      "{'g': None, 'G': None, 'minf': None, 'taum': None, 'hinf': None, 'tauh': None, 'i': None, 'm': None, 'h': None}\n",
      "siz\n",
      "{'g': None, 'e': None, 'il': None}\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "0.0"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "TEA = True\n",
    "\n",
    "\n",
    "cellID =getLV2CellIDX(8,24)\n",
    "print(cellID)\n",
    "\n",
    "params = LV2Params[:,cellID]\n",
    "teaParamsList = [1,2,4,5,14]\n",
    "if TEA == True:\n",
    "    for parameter in teaParamsList:\n",
    "        params[parameter] *= 0.03\n",
    "\n",
    "\n",
    "ETs = eventTimes[:,cellID]\n",
    "\n",
    "cell = LargeCellLV2(0)\n",
    "\n",
    "varNames = list(rangeVarNames().keys())[:len(params)]\n",
    "\n",
    "#assign the param(:,i) to LC2(i)\n",
    "for j in range(len(varNames)):\n",
    "    exec(\"%s = %f\" %(\"cell.\"+varNames[j],params[j]))\n",
    "\n",
    "dt = 0.2\n",
    "tstop = 2550#ms\n",
    "maxstep = 10\n",
    "vinit = -51#mV\n",
    "Trials = 1\n",
    "seed  = 32165156\n",
    "\n",
    "\n",
    "synGain = 0.09\n",
    "\n",
    "vsAll = h.VecStim()\n",
    "ETs = h.Vector(ETs[ETs !=0])\n",
    "\n",
    "syns = h.Exp2Syn(cell.siz(1))\n",
    "\n",
    "vsAll.play(ETs)\n",
    "syns.tau1,syns.tau2,syns.e   = 10,120,-15\n",
    "\n",
    "NetCons = [h.NetCon(vsAll,syns,-10,0,synGain)]\n",
    "\n",
    "v = h.Vector().record(cell.soma(0.5)._ref_v)\n",
    "vNeurite = h.Vector().record(cell.neurite(0.5)._ref_v)\n",
    "vSIZ = h.Vector().record(cell.siz(0.5)._ref_v)\n",
    "\n",
    "cell.siz.g_leak = 0.001\n",
    "cell.siz.g_nasiz =  0.300 #\n",
    "cell.siz.g_kdsiz =  0.074 # \n",
    "\n",
    "\n",
    "secName = [\"soma\",\"neurite\",\"siz\"]\n",
    "recVars = [[\"nap2\",\"Nn\",\"cat\",\"cal\",\"kd2\",\"kd2\",\"skkca\",\"bkkca\",\"a2\",\"leak\"],[\"bkkca\",\"nap2\",\"cal\",\"cat\",\"leak\"],[\"kdsiz\",\"nasiz\",\"leak\"]]\n",
    "\n",
    "\n",
    "allVs = []\n",
    "allRefNames = []\n",
    "allRecVects = []\n",
    "for m in range(len(secName)):\n",
    "    refVars = []\n",
    "    \n",
    "    for var in recVars[m]:\n",
    "        print(secName[m])\n",
    "        res = eval(\"cell.\"+secName[m]+\"(0.5).\"+var+\".__dict__\")\n",
    "        print(res)\n",
    "        for key in list(res.keys()):\n",
    "            \n",
    "            if key[0] == 'i':\n",
    "                refVars.append(key)\n",
    "                \n",
    "\n",
    "    refNames = [secName[m]+\" \"+recVars[m][j]+\" \"+refVars[j] for j in range(len(recVars[m]))]\n",
    "    allRefNames.append(refNames)\n",
    "    \n",
    "    recVects = [eval(\"h.Vector().record(cell.\"+secName[m]+\"(0.5).\"+recVars[m][j]+\"._ref_\"+refVars[j]+\")\") for j in range(len(recVars[m]))]\n",
    "    allVs.append(eval(\"h.Vector().record(cell.\"+secName[m]+\"(0.5)._ref_v)\"))\n",
    "    allRecVects.append(recVects)\n",
    "\n",
    "synrec = h.Vector().record(syns._ref_i)\n",
    "\n",
    "h.dt=0.2\n",
    "h.finitialize(-51)\n",
    "h.continuerun(2550)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "fdda51cd-800a-4aac-88bf-71ffa8c5b3ff",
   "metadata": {},
   "outputs": [],
   "source": [
    "allRefNames[0][4] = 'soma kd1 i'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "d850cee9-1344-4271-897e-b14dc45d2616",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "for i in range(len(secName)):\n",
    "    dat = np.array(allVs[i])\n",
    "    datName = secName[i]+\" v\"\n",
    "    np.savetxt(datName+\"Control.txt\",dat)\n",
    "    plt.plot(dat,label=datName)\n",
    "    plt.legend()\n",
    "    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "4a4a989c-ff78-440a-87df-64e076115465",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "\n",
    "for i in range(len(allRefNames)):\n",
    "    for j in range(len(allRefNames[i])):\n",
    "        dat = np.array(allRecVects[i][j])\n",
    "        np.savetxt(allRefNames[i][j]+\"TEA.txt\",dat)\n",
    "        \n",
    "        plt.plot(dat,label =allRefNames[i][j] )\n",
    "        plt.legend()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "bdb45625-c1a5-438a-8f68-34231e4cf8a3",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.legend.Legend at 0x1afd6e242b0>"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
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\n",
      "text/plain": [
       "<Figure size 1440x720 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(20,10))\n",
    "for i in range(len(allRecVects[0])):\n",
    "    dat = np.array(allRecVects[0][i])\n",
    "    plt.plot(dat,label = allRefNames[0][i])\n",
    "plt.title('Control')\n",
    "plt.savefig('SomaControlCurrents.png',dpi=200)\n",
    "plt.legend()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "9c7ec20c-3024-4e0c-ba1d-0080572fb6f7",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.legend.Legend at 0x20c92618880>"
      ]
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1440x720 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(20,10))\n",
    "for i in range(len(allRecVects[0])):\n",
    "    dat = np.array(allRecVects[0][i])\n",
    "    plt.plot(dat,label = allRefNames[0][i])\n",
    "plt.title('TEA')\n",
    "plt.legend()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "300b0113-b698-4eac-9332-84eda5b86290",
   "metadata": {},
   "source": [
    "# check the saved files\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "8ddb57f3-8169-44e6-b5a8-038762c6d737",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['neurite v.txt', 'siz v.txt', 'soma v.txt']"
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "path = r'C:\\Users\\ddopp\\source\\repos\\CGresults\\files_figures\\fig 2 data\\TEA\\voltages'\n",
    "filenames = os.listdir(path)\n",
    "filenames"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "fde8169d-f02d-407c-bf9f-17727dc6c34a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, 'TEA')"
      ]
     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1440x720 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(20,10))\n",
    "for i in range(len(filenames)):\n",
    "    if 'txt' in filenames[i]:\n",
    "        dat = np.loadtxt(os.path.join(path,filenames[i]))\n",
    "        plt.plot(dat,label = filenames[i])\n",
    "plt.legend()\n",
    "plt.savefig('VoltagesTEA.png')\n",
    "plt.title('TEA')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "9977b5e6-2747-4cf3-9618-ccd9f9da67a5",
   "metadata": {},
   "outputs": [],
   "source": [
    "data = np.loadtxt("
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2dd51bf9-0445-4551-984d-83476b92fc9e",
   "metadata": {},
   "source": [
    "# check how many cells passed each stage"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "cc96b024-353d-45c8-9825-00dec6b187d2",
   "metadata": {},
   "outputs": [],
   "source": [
    "archivedPath = os.path.join(\"..\",\"CGResults\",\"fixed_gSyn\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "1b07faeb-c678-45e8-9f46-523c7f9560ce",
   "metadata": {},
   "outputs": [],
   "source": [
    "file = \"High115\"\n",
    "LV3out = np.array(pd.read_pickle(os.path.join(archivedPath,file,\"output\",\"LV3\",\"passParamsRepeat.pkl\")))\n",
    "coded = np.loadtxt(os.path.join(archivedPath,file,\"output\",\"LV3\",\"LV3RejectionResults.txt\"))\n",
    "codedRaw = np.loadtxt(os.path.join(archivedPath,file,\"output\",\"LV3\",\"RejectionResultsRaw.txt\"))\n",
    "gSynVal = 0.115"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 70,
   "id": "f82c11ab-d3f8-469d-99a7-9577f05a3e0c",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "using LV3\n"
     ]
    },
    {
     "data": {
      "image/png": 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BsRkFJSRGlRVyDapVIr2gOCDmvo9T8KrQIjacJzo3JrayGYD9p85Rr2oYd320laxzpTSLCWdit6bEVAq5onyFEEII8b/nmiwKt2zZgtVqZe3atQAUFRWxceNGVq5cyeLFi7FYLCQnJ/PWW28xYcIEAFJTU1m2bBlms5kBAwYwc+ZM5s2bh9vtpmvXrgwbNoz4+Hj69+/PqFGjANi2bRtTpkxhyZIll8ylcePGLFq0CK1WS0FBAQMHDiQpKYnKlSsHxH300Ud06tTpigtCgFKXB4tBH7Au1KjH6nSXE+sm1KgPiCt1eVBVFUVReHf4TTSvEYHN5eHNLWmMW76TT+5uj06jIa/YzqG8Iv4z5EbqR4Xx742HeXrVHt6/o+0V5yyEEEKI/y3XZFHYsGFD0tPTmTZtGm3atKFTp06kpKTQq1cvQkN9s2lDhw7lxRdf9LdJSkoiLMw3g5aYmEjDhg0xGAwYDAYSEhI4ceIE8fHxHDhwgDlz5lBUVISiKGRmZl42l8LCQiZNmsTx48fRarUUFRVx7NgxWrZs6Y9Zs2YNq1at4qOPPvpdx2vWa7E6XQHrrE43FkPw6THrdZRcVCxaHW7Meq3/QZPWcVUA0Gs1PNWlCe1e/5JjZ0qoH1UJk05Dl/rRNI0JB+AfbevT6Y2vKXa4CDPqg/YlhBBCiL+Pa/Kewri4OFavXk27du1ISUmhX79+v9rGaDT6l7VabdBnj8eD0+lk/PjxTJo0idWrVzNv3jycTudl+506dSpt2rRh1apVrFixgujoaBwOh3/7119/zaxZs3j33XepWrXq7zhaqB1hwe1VOX7W6l93JP88dcu5369O1VCO5J8vizt9nrpVL31foAKoqm+5flQl/1PJP28TQgghhIBrtCjMzc1Fq9XSrVs3Jk6cSGFhIY0bN2bdunWUlJSgqipLly6lbdsru+zpdDpxu93ExMQAsGjRol9tU1xcTGxsLIqisHXrVo4fP+7ftmHDBqZPn867775LzZo1r+wgLxJi0NG1QTRvbzmCzelmT3Yh3x3N47Ymwa+k6dOkJgt3ZZBXbCe/xM4HOzPo29S376MFxRzOK8LjVSl1upn53UGqhZpIqOKbXe3XtCbf/pTL4bwiXB4vc1OO0io2QmYJhRBCCHFtXj5OS0tj5syZAHi9XkaPHk3fvn3Jzc1l+PDhADRt2pQxY8ZcUb+hoaGMGzeOwYMHEx4eTo8ePX61zRNPPMG0adOYPXs2zZo1IzEx0b9t4sSJ6PV6xo0b51+3YMECIiIirigvgEndmjLli310fms94SY9k7o3pV7VMHZnF/Lw0h2kPHorAINb1CL7XClDFmwCYECzOAa3qAVAodXBC18fIK/EToheS4saEbw+6Ab0Wl/t36Z2VR5p35BHlu/E7vLQqmYk03u3uuJchRBCCPG/R1HVny8uiqvNNu/xik4hQMj9r1Z0CkIIIYSoINfk5WMhhBBCCHF1XZOXj6+2M2fO+F9Tc7Hu3bszduzYCshICCGEEOLqkqIQqFKlCitWrKjoNIQQQgghKoxcPhZCCCGEEFIUCiGEEEIIKQqFEEIIIQRSFAohhBBCCKQoFEIIIYQQSFEohBBCCCGQolAIIYQQQiBFoRBCCCGEQIpCIYQQQgiBFIVCCCGEEAL5M3cVynsip6JT8POcPIMrpXtFpxGk0rtfV3QKQgghxN+CzBQKIYQQQggpCoUQQgghhBSFQgghhBACKQqFEEIIIQRSFAohhBBCCKQoFEIIIYQQSFEohBBCCCGQolAIIYQQQiBFoRBCCCGEQIpCIYQQQgiBFIVCCCGEEAIpCoUQQgghBKCr6AREGd3NvdAn9UXRG3Af3I5z1bvgcZcbq6nTFONt96JUror35FEcy99GLSoAQNvkJvQ390ITXRvvyXTs7/0zoK028ToM3UaghEfhzTuBY8UcOHkmaB+G7gMx9ByGYjDi+mEz9g9fB7er3Hy0jVphumMsmshqeI4dxjb/ZdQz+b6NljBC7hyHtvF1oKp4Undh+/B1sJf62tZtjGn4GDQ1auE9nYt94et4jqb+3mEUQgghxO/wPzlTOHv2bF566aUr2padnc2NN974307tkrT1mmNo3xf7gucpffURNBHV0XcZUn6wOQzT8MdxfruE0hn34zmZgXHoeP9m1VaCK2Utri0rgpoqkdEYB43FsWoepdNH4Un7AdPtE0AT+FXQNrkeQ8/hlL7yFMVP3YmmagzGfneVm44SWgnzQ1NwfP4+xeMG4sk8Qsg/Jvu3mwbcg2IJoyR5JCUT70KpFIGx30jfRksYIeP+hePLTykeOwDnF0swj/sXmEOvcASFEEII8Uf8TxaFf0W6lh1x7f4O9XQ22K04Ny5H17Jj+bGN2uDNz8aTuh3cLlwblqKJro1StQYA3owDeFK/Rz1/Nqittl4LPCcO4z2RBl4vri0rUSpFok1sERBnaNsd15Yv8OYch9ISHKs/Qt/ulvLzuS4JT04m7l2bwO3CseJDtHF10ETHAaCpGo1rz1bfzKCtFNfurWhrxPva1m2MWlToa6t6cX3/Dd7iIvTXJf3eoRRCCCHE7/CnXT622WwkJydz9OhRdDodCQkJvPbaa8ydO5eVK1cC0KxZMyZPnozFYmH27NlkZGRQUlJCZmYmTZo0YfTo0cyYMYOcnBy6d+9OcnIyAPPnz2fNmjV4PB6MRiNTp06lUaNGl80nJyeHu+66i/z8fOrXr8+LL75IWFhYQExaWhpPPvkkzz77LDVq1PCvdzqdPPXUU0RHR5OcnEx+fj7PP/88mZmZAPTu3Zt//OMfrFq1ig8++ACXy3dJNTk5mZtvvvl3jZ9SrSbew7v8n725x9GEhUNIKNhKAmI11WrizT1etsLlQC3MQ1OtJp6CnN+yt6A12th4PIf2lO0jtjauvdvK8slKR1M5EsUShmotDswnNh5vVkbZCqcd7+kcNLG18eZm4fx2JfrOfXFt3wCAvnUS7r0pF6Xzi3wUBU1s/G84DiGEEEL8Wf60onDLli1YrVbWrl0LQFFRERs3bmTlypUsXrwYi8VCcnIyb731FhMmTAAgNTWVZcuWYTabGTBgADNnzmTevHm43W66du3KsGHDiI+Pp3///owaNQqAbdu2MWXKFJYsWXLZfH744Qc+//xzqlatysSJE3nrrbf8RebP/UyfPp1Zs2ZRr149srOzATh37hyPPPII3bt35667fJdLn3zySTp27Mjs2bMBKCwsBCApKYnevXujKAoZGRncc889bNq06XeNn2Iw+e+xA/zLijEE9RdFIQYTaun5gFWqoxTFEPKr+/Fk7Mdwywg08Y3xZqWhT+oHWh0YjIH5GENQbday/n9eNpnhF0WhYjShFhcF5lNaimIy+/Z54igGnY6w15b5Ph/ag3PDKt9y+kE04VXQtemM+4dN6G/sgiYqBuUX+QghhBDiv+tPKwobNmxIeno606ZNo02bNnTq1ImUlBR69epFaKjv/rChQ4fy4osv+tskJSX5Z+8SExNp2LAhBoMBg8FAQkICJ06cID4+ngMHDjBnzhyKiopQFMU/Y3c5nTp1omrVqgAMHjyY559/3r9ty5YtbN68mXfffZfq1av71zudTm6//XYeeeQRevbsCYDVamXPnj289957/rjIyEgAsrKyeOKJJ8jLy0On01FQUMDp06eJior6TWNmfmYBAJ4Th1GddjBeVNRdWFYdtuCGTjuKMbAAVIwhqM5yYn9BLcjBsfxt30MqYeG4f9yCevokmshqhL3pm9H1/LQf1WHzF3VA2fLFhevPfTrsKCHmgHVKiBn1QmzIg5PxZmdQOnsKKGAa+g9CHnga23+eR7UWUzp7Cqahowm5cyzuAz/gObQH79mCXz0WIYQQQvx5/rSiMC4ujtWrV/P999+zadMmZs2aRZcuXS7bxmgsmw3SarVBnz0eD06nk/Hjx7Nw4UKaNGlCXl4eHTp0+EO5JiQk8NNPP3HgwIGAolCv19OiRQu+/fZbbrnlFrRa7WX7efzxx3n66afp1q0bXq+XFi1a4HA4fnMepS/c4182Dn4ETXRtPKnfA/ieHC4+F3TpGMCbn42u1UVjoDeiRFTHm5/9m/brObgd28Htvg8mM+brOuNc/xn2ha/7Y0IemIg2rq7vXj9AE1cXb1Fh0KVjAO/JTPRtL7rf0GBCExWD96TvErc2ri72hbPBaQfA+d1qLE/PKsvnyD6sz4/1fdBoCJ3xIZ4vl/6mYxFCCCHEn+NPe9AkNzcXrVZLt27dmDhxIoWFhTRu3Jh169ZRUlKCqqosXbqUtm3bXlG/TqcTt9tNTEwMAIsWLfpN7b777jv/Zd7ly5dz0003+bfFxsYyf/58Xn31Vf/lbgBFUXjxxRcJDQ3lsccew+VyYbFYaNWqFQsWLPDH/dxvcXExNWvWBGDZsmU4nc4rOraLufduQnddZ5SoWDCZMXQcgHvvxvJjD+1AUy0ObeM2oNOj7zQIb94J1J/vJ1QU0OlBow1cvkATk+Bbbw7D2PcBPGk/4M3NCtiHM+Vr9O1vRRNTC0IsGHvfjmvrV+Xns3sr2th4dK2TQKfH2PdOPNnH/H16MtMwdOgJegPoDRg69sKTXXYPoqZWXdBqwWTGOPQfeAtP40ndVe6+hBBCCPHf8afNFKalpTFz5kwAvF4vo0ePpm/fvuTm5jJ8+HAAmjZtypgxY66o39DQUMaNG8fgwYMJDw+nR48ev6nd9ddfz2OPPUZeXh716tXj6aefDtgeExPDggULuO+++7Db7bRp0wbwFYZTpkzhpZde4uGHH2b27Nm88sorTJs2jd69e6PRaOjduzejR49m4sSJPPTQQ1SuXJn27dsTHh5+Rcd2Mc/RH3FtXUnIvc+CzoD74A5c337q3x4y9mWcmz7Hs28rlBZjX/yq7xLwoLF4s4/i+LRslk/XogPGgWXjbHnuQ1x7NuL87G0ADL3uRhNdGzwe3Knf4/ziw+B8DuzyvR5mwisoBgOuH7bgWPFBWZ//fAfHmo9xb/8WtaSI0remYbpjLCH3P40n4zC2OS/4Y23vzcQ04iFCX/kYRQFPRhr2d1/2bzfeOgxdM9/4uw/sxPbm1N89jkIIIYT4fRRVVdWKTuLvyvrc8IpOwc9TzsurrwWV3v26olMQQggh/hbkPYVCCCGEEOKv+2fuzpw5439NzcW6d+/O2LFjKyAjIYQQQoi/rr9sUVilShVWrAj+M25CCCGEEOLKyeVjIYQQQgghRaEQQgghhJCiUAghhBBCIEWhEEIIIYRAikIhhBBCCIEUhUIIIYQQAikKhRBCCCEEUhQKIYQQQgikKBRCCCGEEEhRKIQQQggh+Av/mbv/CYZrZ/i1CdUrOoUg1g1Z2Lt2rOg0AlT7ZmNFpyCEEEL8V8hMoRBCCCGEkKJQCCGEEEJIUSiEEEIIIZCiUAghhBBCIEWhEEIIIYRAikIhhBBCCIEUhUIIIYQQAikKhRBCCCEEUhQKIYQQQgikKBRCCCGEEEhRKIQQQgghkKJQCCGEEEIgRaEQQgghhAB0FZ3A1TZy5EhGjRpF586dA9YvX76c7777jtdff72CMgNdm1vRt+2NojfiPrQD57r3wOMuN1YT3wTjrXejVK6C92Q6jlVzUIvO+DZqdRh63ouuURtUlwNXyhrc29f522ob3Yih40CUsEjU84U4NyzBc+SHCslH27Qtxl6jyjpSFBS9Edu8yUBW0H5CBg3BPHwEitGEY9NGil97FVyucgZTR6VnnkXfIBFtdAxnHx+P68e9gSH16xP60CPo6tcHux3rooXYli8DoMpHi9FERKJ6PQC4U1M5l/xkuccuhBBC/C/42xWF1yptnWYY2vbBtvBF1JKzmIY8hr7DIFwbPgkODgnFNHg8jjXz8BzZg77TYIwDHsG+YCoA+g4D0URGUzp7PIolHNPISainT+LJ2IcSFoGx/xgcS17Fk74Pbb2WGAc9Qunsx6D0/FXPx3NgG6UHtvm70jVvj759f7y5mUG7MVx/A5YRt3P2icfwnimg8rTnsdx9L9Z5c8sdU9f+/diWLaXSc9OCtimVKhM+/WWK334Dx6aNKDodmqhqATHnJk/EtTu4WBZCCCH+F/2pl49tNhvjxo2jV69e9O3bl/HjxwMwd+5cevfuTe/evZk4cSJWqxWA2bNn89hjj/HAAw/QvXt3Hn30UQ4ePMhdd91Ft27deOmll/x9z58/n0GDBtG/f3+GDRvGoUOHLpvL+vXr6dOnD/369aN3795s3749KGbNmjUMGjSI3NzcgPWnTp1i4MCBrF27FoA9e/YwYsQI+vbtS9++fdmyZQsAL730EoMGDaJv377cfffdnDx58nePna55e1w/bkQtOAn2UpybP0fXon35sQ1vwHs6G8+hHeBx4dq0HE31WihVYsr62vIZ2EtRz+Tg3vOdvy8lLBLsVjzp+wDwHN0LTgeaiMCC6GrlU944uPdtKXeb6ZZbsa1bi+d4JmpJCdaFH2DqcWv5A+p2Y1u+FNeB/XBhtu9i5iFDce7aieOb9eByodpseE4cL78vIYQQ4m/gT50p3LJlC1ar1V9MFRUVsXHjRlauXMnixYuxWCwkJyfz1ltvMWHCBABSU1NZtmwZZrOZAQMGMHPmTObNm4fb7aZr164MGzaM+Ph4+vfvz6hRvsuM27ZtY8qUKSxZsuSSubz++uv885//pFWrVng8Hmw2W8D2d955h61bt7JgwQLCwsL86w8fPsyECROYMmUK119/PefOnWPs2LHMnj2b6667Do/HQ0lJCQAPPPAAycnJAHz66ae88sorzJo163eNnRIVi/eiS7jevONoQsMhJBRsJQGxmqiaePNPlK1wOVDP5qGJqonHWoQmLAJP3omAvnSJrX3LpzLwFuSgrX8dnqN70Na/DtXjxpsfeKn2auUTsM/KVdDUaohj9TvljpE2Ph7HtrKC0Z2ejjayCkqlSqjnz5fb5lL0jRrjPpZBxOtvoq0Ri+vwIYpfn4U3P98fU3nSZFA0uI/+RMmct3FnpF/RPoQQQoi/kj+1KGzYsCHp6elMmzaNNm3a0KlTJ1JSUujVqxehoaEADB06lBdffNHfJikpyV+UJSYm0rBhQwwGAwaDgYSEBE6cOEF8fDwHDhxgzpw5FBUVoSgKmZmZl83lpptuYvr06dxyyy106NCBBg0a+LfNnj2bGjVqMHfuXAwGg399WloaY8eOZc6cOdStWxeAvXv3UrduXa677joAtFotlStXBmDTpk0sWrSI0tJS3O7y77X7rRSDCewXFa4Om3+9+osiDIMR1VocsEp12FAMJl8/ENCX6rDBz+tVFff+LRgHPAQ6PXjcOJbNBpejYvK5iK5Ze7xZaajnTgdtA9CEhKBemGUGUK2+PJQQ8xUXhZqoKEz163PuqSdxZ2QQOvpBKj3zHOfGjwXg/IvP4/rpCCgK5oGDqfzSyxTec9cV7UMIIYT4K/lTi8K4uDhWr17N999/z6ZNm5g1axZdunS5bBuj0ehf1mq1QZ89Hg9Op5Px48ezcOFCmjRpQl5eHh06dLhsv5MmTSItLY3vv/+e8ePHc++99zJ06FAAWrZsydatW8nJySE+Pt7fpnr16litVrZv3+4vCi/l5MmTTJ8+naVLlxIXF8fu3bt58skrexDB/NQ8ADwn0lCddjCGlG28sKw67cENnQ6Ui2MBxRiC6rSXxRtDoNTl38aF9ZqEJhi6DMf+4Qt4T2WiiUnAOPRx3Du/RJ/U76rnczFd8yRcW1eW7bJrN8IeewLw3R/otdlQzJayfVh8y6qtNDinX6E6HDi2bMGddhgA64cLiPpsFYrFgmq14ko94I8t/fgjTLf0QN+8+RXvRwghhPir+FPvKczNzUWr1dKtWzcmTpxIYWEhjRs3Zt26dZSUlKCqKkuXLqVt27ZX1K/T6cTtdhMT47tHbdGiRb/aJiMjg8TERO6++2769u3L/v37/dvat2/P1KlTGT16ND/99JN/fXh4OAsWLGDlypW89957gK+ATE9PZ8+ePQB4PB6KioooKSlBr9cTFRWF1+tl8eLFV3RMAKX/dz+l/3c/jsUvo54+iaZ6Lf82TfVaeEvOBV2qBfCezg6IRW9EiaiG93Q22EvxFp8N7ut09oXl2nhOpOE9dQxQfZeTc46iej0Vko9/Xc36KKHhuA/t8K9zfLOegt49Kejdk6KJT+HJzER3UbGuq1MXT+GZK54lBPBkZICqlq24eLk8v7JZCCGE+Kv7U4vCtLQ0hg0bRt++fRkyZAijR4+mb9++9OnTh+HDh9OnTx8AxowZc0X9hoaGMm7cOAYPHszAgQMxm82/2mbmzJn07t2bfv36sW3bNh544IGA7TfffDPTp09nzJgxHDx40L8+LCyMd999l2+//ZY333yT8PBwZs+ezYwZM+jTpw8DBw4kNTWVxMREbr31Vnr16sWQIUOoWbPmFR3TL7n3bUHXsiNK1RpgNGNI6of7x83lx6btQhNVE23DG0Cr9z2tm5eFeuaUvy9DUj8wmVGqxKBr2dnflzcnA22tRH+RpqleG21cIurF9wRexXx+pmveHvfhneXOIP7M/vWXmHr2Qlu7NoolFMudd2H/8otLD6peD3rf7QGKTudfBrB9sRZjUnt0deuBVovlzrtw7t+HarWiqVYNfZOmcKGNeehwNJUrB8weCiGEEP9rFFX9tSkS8d9iff7OgM+6G3tiuLk36A24D+/EuXa+/72AIf+YgXPrSjwXXt+iSWiCscfdKJWr4s1Jx7FyDmpRga+ji94LiMuJM2V1wHsKddd3R9/mVhRLJdTSYly7vg7YfrXzQavH/Ngb2Je+jjcztWx8NpTznsLBQ7EMHwEGI47Nmyj+90z/ewoj312AddFC3xPF+N41qI2OCWhfcPswvHm+p81D+vTDfOdIFKMJ14H9FL/2Kt7Tp9HWjqfy5OfQxtRAdTlxHz1KyTtzcB9Jo9o3Gy9zRoUQQoi/LikKK9Avi0IRqLyisKJJUSiEEOJ/1V/65dVnzpzxv6bmYt27d2fs2LEVkJEQQgghxF/TX7oorFKlCitWrKjoNIQQQggh/vL+1AdNhBBCCCHEX5MUhUIIIYQQQopCIYQQQgghRaEQQgghhECKQiGEEEIIgRSFQgghhBACKQqFEEIIIQRSFAohhBBCCKQoFEIIIYQQSFEohBBCCCH4i/+Zu786xWSq6BT8lPoNKjqFIKHX0PgAUCmM0rmPVXQWAcyjZ1V0CkIIIf5HyEyhEEIIIYSQolAIIYQQQkhRKIQQQgghkKJQCCGEEEIgRaEQQgghhECKQiGEEEIIgRSFQgghhBACKQqFEEIIIQRSFAohhBBCCKQoFEIIIYQQSFEohBBCCCGQolAIIYQQQiBFoRBCCCGEAHQVnYAATBYMPe5GG98E1VaCa9MyPId3lBuq7zAIXbP2ALj3b8a1aZl/m6H7SDRxiSgR1XB+sQBP6raAtkrlqhi6jEATlwhuF+4DW3FtWlrufopKHUz9dDMpR04SYTHySM8b6NWqblDczqM5zFm/l8M5BYSFGFk3cVjA9je//IENqcc5ln+O+7u0ZMwt1wVs/3hrKh9uOkBRqYPaVSszoe+NtEqIrrAx+plxyBNoazeidOZoUL3B42NzMu2r/aRkFhAeomdc+0R6NooNilNVldc3p/HZ/iwABjSLY1z7RBRFAaDVzLWYdFoufKRHYgxTejQHYOEPx1i8J5NzNhchei09EmN4tGNDdBr5XU4IIcSfT4pCYPbs2ZSWlpKcnHzZuOzsbAYNGsT27dsBeOKJJ9i+fTunT59m9+7dWCyW37V/Q9fbwePB9tbjaKrFYRw4DvvpbNQzOQFxuuYd0NZrhf39aYCKccjjqEUFuH/cCID3dDbutJ3oOwwO3olGi3HI47j3bMCxeg54vSgR5RRfF0z/bBt6rYZvn7udtJwzPPLeVzSIiaRedERAnMmgp/8N9bG76vDuhh+D+omrUolHe93A0u8PB23bfyKf19buYv6Y22gUW4VPvz/M4x98w/pnR6D9ReFzVcboAm2jG0GjveR2gOnfpKLXaPhmTFfS8s8z7rNdNIiqRN2qYQFxy/ZlseFoHp/clYSCwoNLd1CjcghDWtT2x3xyVxK1IoK/Ox3rVqNfk5qEmfQU2ZxMWLWHj3dnMvL6OpfNTQghhPg9ZMrhDxg8eDArVqz4Y53oDWgbtMa19XNwOfCePIrn6I/oGt8cFKpt0hbXrq9QS86ilpzDtfMrtE3a+re7927Ae+IwuF3BbZu2Qy05h/uHr8HlBI8btSC73JRsThfrD2TycI/WmI16WiVE07FxLdbsPhoU26xWFL1b16dmlbByeoK+19cnqWEcZqM+aFtOYQl1o8NpXLMqiqLQp3U9zlrtFJbYK2SMADCEoL+5zyVnUAFsLjff/JTLQ+3qYzboaFUzko51q7H64Mmg2FWp2Yy8PoHqYSFUCzMx8voEVqUGx5UnLtxCmMk3biqgKJB1rvQ3tRVCCCGuVIXNFNpsNpKTkzl69Cg6nY6EhARee+015s6dy8qVKwFo1qwZkydPxmKxMHv2bDIyMigpKSEzM5MmTZowevRoZsyYQU5ODt27d/fP9M2fP581a9bg8XgwGo1MnTqVRo0a/aa80tLSePLJJ3n22Wdp06YNH330EQsWLCA0NJSOHTsGxN58c3BRcqWUiOrg9aCezfOv857OQhuXGBSrqVoDNT/L/1k9nYWmavAly/JoY+qgFp3BOGg8murxeM/k4PxmEWpBcIFy/HQROo1C7ajK/nUNYqrwQ8apKzm0X9WuYU0WbNzH/hP5NK5Zlc93HiGxRiRVw0IC4q7WGAHo2w/A/eNGVGvRJWOOF1p94xMZ6l/XIKoSP2QXBsVmnCmhQVSli+LCSC8oDoi575PvUVWVFjUieKJTI2pUNvu3rTt0khfWp2J1ugkPMfB4x9/2PRZCCCGuVIUVhVu2bMFqtbJ27VoAioqK2LhxIytXrmTx4sVYLBaSk5N56623mDBhAgCpqaksW7YMs9nMgAEDmDlzJvPmzcPtdtO1a1eGDRtGfHw8/fv3Z9SoUQBs27aNKVOmsGTJkl/Nadu2bUyfPp1Zs2ZRr149Dh8+zNtvv83nn39O1apVmTp16p8+DoreBM7AmTHVYQODKThYb0J12gLilPLiyttPWASauEQcn7+B9/ghdK27Yew/Fvv8yeD1BMSWOt1YjIaAdaEmPVbHJWbXfieLUU/XZvHc+9ZqVCDMZOCN+3r477fz536VxkhTvTba2HrYv12MEhZxybhSlweLIfCfTqhRh9XpLifWTehFsaFGPaUuD6qqoigK84bdRPOYcOwuD29uPcK4z3ax+K4k/32DPRvF0rNRLMfPWll98CRVLMbfdCxCCCHElaqwy8cNGzYkPT2dadOmsW7dOgwGAykpKfTq1YvQ0FAURWHo0KGkpKT42yQlJREWFoZWqyUxMZG2bdtiMBgwm80kJCRw4sQJAA4cOMAdd9xB7969mT59OocOHfrVfLZs2cKLL77IvHnzqFevHgA7duygU6dOVK1aFYBhw4ZdrovfRXXZg4obxRgSVAQB4LKjGC6aRTOGoJYXV95+3E68J4/iPXYAvB7cO79ECbGgVIkJijUbdFgdzoB1VrsLSzmXgP+Iz3YcYcXOn1j2xCB2vngvL4zoxLj3viK/yBqY+1UZIwV9tztxfru43AdLLmbWa4MKwBKnO6hQ9MUGFotWpxuzXusvfFvXjESv1RBm0jOhc2NOFtk4dqYkqJ/aERbqVgll+voDv+FYhBBCiCtXYUVhXFwcq1evpl27dqSkpNCvX79fbWM0ls2SaLXaoM8ejwen08n48eOZNGkSq1evZt68eTidzvK6C5CQkIDH4+HAgav7Q1c9mwcaLUp4Nf86TVRNvAU5QbHeghyUqJq/iPtt96epp7Px3Zn262pHVcbtVTl+uuwS6pFThdStfunZs98j7dQZOjSKo3ZUZTQahXaJNakaZubH4/kBcVdljIwmNNG1Mfb5ByFjZmK6czIAIQ++jCa2fkBo7UiLb3zOlhWvR04XU6dKKL9Up0ooR06fL4vLPx/0MMrFFOXSZ8njVckqknsKhRBC/HdUWFGYm5uLVqulW7duTJw4kcLCQho3bsy6desoKSlBVVWWLl1K27Ztf72zizidTtxuNzExvhmwRYsW/aZ2sbGxzJ8/n1dffdV/SbtNmzZs3LiRM2fOALB06aUfPvjdXE48P+1G364f6A1oatRDW68l7oMpQaGegynor78FJTQcxVIZ/fW3BL5SRaMFrc5XWfy8jG9Gyn3wezQxddDUagSKgq51d1RbCeqZ4PsEQwx6ujatzdtf7cbmdLEnM4/vDh7ntuvqBcV6vSoOlxu3xwuqb9nlLrsc7fJ4cbjceFUVj9e37PH6ZuKa1Ixi8+Esss+cR1VVUo6c5ERBUdATzldljBw2bG8/ie39adjen4Zj+WsA2D/8F95TGYHjo9fRpX40b289gs3lZu/JQjYezaN34+B7F3s3iWXhD8fIL7aTX2Lnwx+O0aeJLy69oJi0/PN4vCqlTjevbjxEtVATCRfuVVy+L4vCUocv9kwx83ek06ZWlaB9CCGEEH+GCrunMC0tjZkzZwLg9XoZPXo0ffv2JTc3l+HDhwPQtGlTxowZc0X9hoaGMm7cOAYPHkx4eDg9evT4zW1jYmJYsGAB9913H3a7nYEDB/Lggw8yYsQIQkND6dChQ0D82LFj2bdvHwC33norDRo04N13372ifAGc6z/C0OMeQh6ahWorwfn1QtQzOWhi62McNB7b62MBcP+4EaVyFKa7p/k+79/sf9UKgHHI4/6HL7Sx9aDH3dg/eRlvVhrq2Tyca9/F0H0kijkMb/4JHJ+9EXQ/4c8mDWjHlE830XnaIsItRiYNaEe96Ah2H8vl4Xe/JOX5uwH44VguD8xZ62934zPv07pONO8+eBsA/1y6hVU//OTfPu/bH5k2tD39rm9An9b1yD5znvvnrOV8qZPq4WYmD2xHQrXwChkjSstm9FTdhad+refLvZw8qWsTpn65ny5vfUN4iJ5J3ZpQt2oYu7MLGbt8J9vG+b53g5vX4uQ5G0M+2AzAgKZxDG5eC4AzpQ5eXJ9KXrGdEL2WFjUieG3A9ei1vt/Vfswp5M2taZQ6PUSYDXRvEM1D7RqUe76EEEKIP0pRVfW3XVMUf7rSV+6v6BT8lPrXXrGh/nSkolMIVOnSl30rinn0rIpOQQghxP8IeU+hEEIIIYT4+/xFkzNnzvhfU3Ox7t27M3bs2ArISAghhBDi2vG3KQqrVKnyx//6iBBCCCHE/yi5fCyEEEIIIaQoFEIIIYQQUhQKIYQQQgikKBRCCCGEEEhRKIQQQgghkKJQCCGEEEIgRaEQQgghhECKQiGEEEIIgRSFQgghhBACKQqFEEIIIQSgqKqqVnQSf1e2hc9UdAp+akFBRacQRKkZV9EpBLB99HVFpxDA1PO6ik4hiHn0rIpOQQghxO8kM4VCCCGEEEKKQiGEEEIIIUWhEEIIIYRAikIhhBBCCIEUhUIIIYQQAikKhRBCCCEEUhQKIYQQQgikKBRCCCGEEEhRKIQQQgghkKJQCCGEEEIgRaEQQgghhECKQiGEEEIIAegqOgEBRTYnU1ftIiUjjwizkUc6N6VXs1pBcaqq8to3+/lsbyYAA1rGM75rMxRFAWDHsXxeXb+PrMISws1G7m2XyODr6gCw6adTzN96mKP55zHqNHSoH8OTt7TAYtSXn5TRjKH7XWhrN0a1leDa+hmetJ3lhuqTBqJr0g4Ad+pWXFuWA6CEV0PffhDamLqg0eDNy8T53SeoZ/MA0Da4Hv1NfVAslcHjwpOZivO7xeC0B49RqYOpy1NIOZpDhMXEI7e0oleLhKC4nRm5zPl2H4dzCgkLMbBuwsCA7SfPljBl2TYOZBcQXdnC033acFO9GP/27MJiXlq9kx+O5WHQaenXui6P3dq6/DECjH2GEDJgBIrRhDNlI9b/vApuV3CgTkfoY8+irZeItloM5yePx526N6AfU6+BaCpVRrXbcG75ltL3/wNeD0rlcMz3jUPfpAUYTXhOHKP0vTcDx8fmZNpX+0nJLCA8RM+49on0bBQblIaqqry+OY3P9mcBMKBZHOPaJ/q/Q61mrsWk03LhIz0SY5jSozkA7+/MYFVqNqfO2wgPMTC0ZW3uvqHOJcdGCCHEX4sUhcDs2bMpLS0lOTn5snHZ2dkMGjSI7du3c+zYMZ577jlOnz6NTqejWbNmTJkyBZPJdMX7n75uD3qthm8f70Na7jkeWbyFBtUrU69a5YC4ZbuPsSEthyWjuwEKYz7aRGyEhSGt6+LyeHn802082rU5g65LIPXUWR74YCPNakSSGB1Oid3FA0mNuK52VVxuLxM/286s9fuZfNt15eZk6DICvB5scyegiaqJsd8j2E9noxaeCojTNWuPtk4L7B/9C1QwDhyPWlSAe/8mFKMZT8Y+nF+9Dy47+ht7Y+zzEPYPpgDgzUnHvuT/wG4FvRFD1zvQ39wP18ZPgsdo1Q70Og3fThxC2qmzPPLBtzSIjqBe9fCAOJNeR//W9bA3d/PuxgNB/Uz8ZDPNa0Xxxt1d2JJ2kic/3sjKx/sTaTHhcnt48L31DLsxkf8b3h6NouH4mfOXPG/6ljcQMvB2ip97DG9hAaFPP0/IiHuxfTi33HjXof3YVy8l9Mlpwdt2bsX5zTrU0hKU0DBCn/onpt6DsK9cgmIKwXP0MKXvvYFadA5j19sImzwD+9Lp4Hb6xuebVPQaDd+M6Upa/nnGfbaLBlGVqFs1LGA/y/ZlseFoHp/clYSCwoNLd1CjcghDWtT2x3xyVxK1IixBOaqqyr96tqB+VBjZ50oZs3QH1cNM3NqwxiXHSAghxF+HXD7+nfR6PRMnTuSLL75g5cqV2Gw23n333Svux+Z0s/5QNg93aoLZoKNVrap0bFCDNftPBMWu3JfJyJsbUL2SmeqVQhh5UwNW/ngcgPM2JyUON7c1r4WiKDStEUlC1UpkFPiKml7NatGuXjQheh2VQgwMbFWHvVkF5SelM6Ctdx2ubSvA5cCbk44n40d0jW4KCtU2uhnX7vWoJedQredw7V6PtvHNAHjzMvGkbgVHKXi9uHavRxMZDSZfwaGWnPUVhD/zetGER5UzRi7Wp57g4W4tMRv1tIqvRsdGNVmzNyMotllcVXq3qkPNyLCgbccLznMop5AxXVtg0uvo1rQ29atH8M0B31iv2J1OVJiZkUmNCTHoMeq1NIiOKH+MAEPnW3GsX4snKxPVWoJtyQcYO99afrDbjWP1UtyH9oPXE7TZm5uDWlri+6AovrGIjr0wjqewr1yCerYQvF4cX69C0elRwqv5xsfl5pufcnmoXX3fd6hmJB3rVmP1wZNB+1mVms3I6xOoHhZCtTATI69PYFVqcFx57mlTl0bVK6PTaIiPDKVTversPXn2N7UVQghx7auwmUKbzUZycjJHjx5Fp9ORkJDAa6+9xty5c1m5ciUAzZo1Y/LkyVgsFmbPnk1GRgYlJSVkZmbSpEkTRo8ezYwZM8jJyaF79+7+mb758+ezZs0aPB4PRqORqVOn0qhRo9+UV1paGk8++STPPvssbdq04aOPPmLBggWEhobSsWNHf1zNmjX9yxqNhubNm5Oenn7F43D8TDE6jYbaVcqKmAbVK/PD8eCCLeP0eRKrVw6ISz/tK/qqhJq4tUkcK/ZmMqR1XQ7kFHKqqJRWcVXL3e8PJ05TN6pSuduUiOrg9aKey/ev857ORluzQVCspkoN1IIs/2f1dDaaKuXPHGlr1ke1FgUUgpoadTH2ewTFGILqcuBY9XZQu+MFxeg0CrWrluXbIDqCH47llbufS0nPO0fNyNCAS+YNoiNIzz8HwP6sAmpEWHh4wTeknjxD3erhPN37BupfojDUxsXj2rHF/9mTmY4mogpKWCXU4kvPMF6KoX03LA8+jmK24C06R+mCt8rfb3w90OlQi3zfkeOFVt/4RIaWHVdUJX7ILgxqm3GmhAYXnfcGUWGkFxQHxNz3yfeoqkqLGhE80akRNSqbg/pRVZU92WcZ1CLuio9TCCHEtanCisItW7ZgtVpZu3YtAEVFRWzcuJGVK1eyePFiLBYLycnJvPXWW0yYMAGA1NRUli1bhtlsZsCAAcycOZN58+bhdrvp2rUrw4YNIz4+nv79+zNq1CgAtm3bxpQpU1iyZMmv5rRt2zamT5/OrFmzqFevHocPH+btt9/m888/p2rVqkydOrXcdna7nWXLlvH4449f8TiUutxYjIGnIdSox+oMvi+t1Okm9KKCJtSop9TpRlVVFEWhZ9M4pq3+gZe//BGASb1aEV3OD/SUjDxW7TvOwlFdys1J0RvBaQtYpzptYDAGB+uNqA5bQJxiCL6EroSGo+88AuemTwPWe3PSsb39KIolHF2zJNTzZ8o5blfQvY+hJgNWp7vc/C+l1Okm1GT4RT968s+XApB3vpRdGbn8+87O3Fg3mo9SDvPowu/4/NG+6HXa4GMKCUEtLStwf57pU0zm31UUOjevx7l5PZqYWIydeuA9V84sXIgZy6PPYPvEd0keoNTlwWL45XdIV+74lLrchF4UG2rUU+ry+L9D84bdRPOYcOwuD29uPcK4z3ax+K4kdJrAiwr/2fYTXlT6Nan5y10IIYT4i6qwy8cNGzYkPT2dadOmsW7dOgwGAykpKfTq1YvQ0FAURWHo0KGkpKT42yQlJREWFoZWqyUxMZG2bdtiMBgwm80kJCRw4oTvMuCBAwe444476N27N9OnT+fQoUO/ms+WLVt48cUXmTdvHvXq1QNgx44ddOrUiapVfbNtw4YNC2rndrt57LHHuOmmm+jatesVj4NZr8PqCPzhbXW4sRiCHwAxG3SUXBRrdboxG3QoisKxgvMkL9/O8/1uYOczA1n24C0sSDnCpp8C7wHcl32GSZ9t55XBNwXMTl5MdTnAEBKwTjGYwOkIDnY5UC6ONZhQf/mgSEgoxgHjcf+48ZIPq6jWc3gyUzH2eqCc49ZjdQQWyVaHK6gQ+jVmgw6rvZx+LhScJp2WlrWrkZQYi16n5e6kxhSVOsg4XeQ7tA7diFi0johF6wh99v9QbTaUkLJ77xTzhcvi9tIryuuXvKdO4snKxPKPxwI3GAyEPTMd95GD2Jd/VHZcem1QAVjidJc7PmZ9YLFodbox67X+B01a14xEr9UQZtIzoXNjThbZOHamJKCPxXsyWX3wJLMHXI+hnGJZCCHEX1OFFYVxcXGsXr2adu3akZKSQr9+/X61jdFYNlOl1WqDPns8HpxOJ+PHj2fSpEmsXr2aefPm4XQ6f7XvhIQEPB4PBw4EP5xwKR6PhyeffJLKlSszefLk39zuYrWrhOH2ejl+puwS3pG8c+Ve2q0TVYkjeefKjTuaf57akWG0rRuNRlGIrxpG+3rRbD2a648/fOos4z/ZxtQ+13NjQvVL5qSezQONxn/PGoCmak28Z3KCYr1nclCial46zmjGNGA8nox9uHeuu/xgaDQolYPvKaxdNQy3V+V4Qdns25FTZ6n7i4dMfk3d6uFkny0OKDCP5J6lbjVfP/WjI/xP3ZbHuWk9Z2/vydnbe1Lyr6fwZGWiTajr366Nr4v37JnfNUsYRKtFU/2iy/A6PWFPv4C34DSlb78SEFo70uIbn7Nls5ZHThdTp0oov1SnSihHTl80jvnngx5GuZiigHrR58/3Z/HejgzmDLmR6mEhl2wnhBDir6fCisLc3Fy0Wi3dunVj4sSJFBYW0rhxY9atW0dJSQmqqrJ06VLatm17Rf06nU7cbjcxMb7XjCxatOg3tYuNjWX+/Pm8+uqr/kvabdq0YePGjZw547ukuXTpUn+81+vl6aefRqvV8sILL/hnWq5UiEFH14axvL3xIDanmz1ZBXx3JIfbynklTZ/mtVn4/U/knbeRX2zjg5Sf6HvhqdGG0eGcKCxmx7F8VFUlq7CEzT+dov6FexCP5hfx0MdbePrWlnRs8CtPi7qdeI7uQX9zH9AZ0MTURVu3Je5D3weFeg59j/66biiWcBRLZfStu+M5eGF212DCOGAcnpx0XFs/C2qrTWyDEua7X08Ji0Tftj+erMPljJGero3jePubH7E5Xew5ns93h7K4rWXw61C8XhWHy4Pb4wXA4fLgcvse7KhdtRKJMZHM+XYfDpeHb1NPcCT3LF2b+sb6tpYJ7M8q4Pujp/B4vSzcdohwi5E6UZWD9gPg/O5LjF17oalZG8UcSsiQu3Bs+OLS46rTg/7C5WudrmwZMHa7DaVyOACamrUxDbwD9/7dFwZKS+hT/0R1OrC+Ph1UNaDbEL2OLvWjeXvrEWwuN3tPFrLxaB69Gwe/kqZ3k1gW/nCM/GI7+SV2PvzhGH2a+OLSC4pJyz+Px6tS6nTz6sZDVAs1kXDhXsW1h07yxpY03h7chprhwbclCCGE+GursHsK09LSmDlzJuArsEaPHk3fvn3Jzc1l+PDhADRt2pQxY8ZcUb+hoaGMGzeOwYMHEx4eTo8ePX5z25iYGBYsWMB9992H3W5n4MCBPPjgg4wYMYLQ0FA6dOjgj920aRMrV66kQYMGDBzoexfeddddx5QpU64oX4BJva5jyspddH51FeEhBib1vI561Sqz+8RpHl60hZSnBwAw+Lo6ZJ+1MmTOVwAMaJXgfw9hXGQoU/tcz0tf7uVUUSmhRj29msYxsJXvXX4ffH+Es1YHU1ftYuqqXb7jrWxh+Zhbys3J+e0iDLfcTcg/XkG1WXF++xFq4Sk0Neph7P8ItrfGA/hePVO5KqaRz/k+H9iCe/8mALR1W6KNTkBTpQa6C08kA9g/nIpafBZNlRj0SQN99+DZS/FmHsBZTvEIMKnvjUxZvo3OL35KuNnIpH43Uq96OLsz83j4/W9JmTICgB8y83jg3a/97W6cuojWCdV5937fcc4Y1p7nlm2jw/OfEB1u4ZURHYm0+O6BjI+qzAtDknhhxXYKrXYa1ojk33d2Lvd+QgDXnh3YP19MpX/9G8VgxJmyCdvH7/m3V3ptAfZlC3FuWg9A5Tc/RFvN98tKpam+7/650cPwns5F17AZIXfcj2IKwXv+HM5t32FbNB8AXcOmGG5oi+qwE7Fwtb9/x9fv4s31PYE9qWsTpn65ny5vfUN4iJ5J3ZpQt2oYu7MLGbt8J9vG+f4dDG5ei5PnbAz5YDMAA5rGMbi5ryg+U+rgxfWp5BXbCdFraVEjgtcGXI9e6/vd8c0tRyiyu7jzo63+HHo1qsHk7s3KHR8hhBB/LYqq/mLaQVw1toXPVHQKfmrBJV5PU4GUmtfWk622j77+9aCryNSz/HdMViTz6FkVnYIQQojfSd5TKIQQQggh/j5/0eTMmTP+19RcrHv37owdO7YCMhJCCCGEuHb8bYrCKlWqsGLFiopOQwghhBDimiSXj4UQQgghhBSFQgghhBBCikIhhBBCCIEUhUIIIYQQAikKhRBCCCEEUhQKIYQQQgikKBRCCCGEEEhRKIQQQgghkKJQCCGEEEIgRaEQQgghhOBv9GfurkXeoxkVnYKf+1h+RacQxBBqqegUArjOKhWdQgDNhr0VnUIAxaSlKKVbRacRpPJ76ys6BSGE+EuQmUIhhBBCCCFFoRBCCCGEkKJQCCGEEEIgRaEQQgghhECKQiGEEEIIgRSFQgghhBACKQqFEEIIIQRSFAohhBBCCKQoFEIIIYQQSFEohBBCCCGQolAIIYQQQiBFoRBCCCGEAHQVnYAoo7upJ/qkvih6A+6DO3Cufhc87nJjNQlNMN52L0rlqnizj+L4/D+oRQUAaJvchP6mnmiia+M9mY59wb8C2lqmfozqtPs/uw9sw/3aC0H7MPQYhLHXcBSjEdfOTdjefw3cruBktDrMY55BG98ATVQ0JdMfx3P4x4AQ09AH0HfsBYBr41rsS97xbwu59zG0iS3QVI/F9u4ruLZ8GbSLIpuTqV/sI+V4AREhBh5pn0ivxrFBcaqq8tqmw3y2LwuAAc3jGN+hIYqiANDy5TWY9FqUC/G3NqzBlFubA/Dw0h3szi709+XyeImPDGXpvR2Cj/kC8+DBmG+/HcVoxLFxI+dnzQJXOWOk01H52WfRJyaijY6m8NFHce3d698c/tJL6Js3939WdDrcWVkUjhoV0I2+RQsiX3uNkg8/xL12ftBujD0HY+w7AsVgxLljE7Z3Z136nD0yGV2dRN85++ejuA+VnTNd45YYB96FLqE+qrWE8+NGBDSv9PrHKJUjwOsFwH3kAKWzJgbtxnDLIIy9hqEYjLh2bcb2wSW+Q4C2UStCRj6CJrIanozDlL77f6hn8n3jEV6FkLvGo63fFJwOHKs+wvnd6qA+9G27Y34gmdL3ZuLatK7c/QghhCifFIV/kqeffpqmTZty5513/q722rrNMST1w/b+86jFZzENfxx958G41i8ODjaHYRr2OI6Vc/Ec2Y2+8xCMQ8Zhn/ccAKqtBNf369BUrYE2oUm5+7P952nUwrxL5qNrej3G20ZgfekJvGfPYBk3DeOAu3F8Oq/cePeR/Ti+XIZ57HNB2wydeqO7rh0lkx8AwDLh/zCcPoVzg++HuudEBs7t32Ea+sAl85m+PhW9VsO3D3UjLf88jyzbSYNqlahXNSwgbtmPJ9jwUx5L7mkPKIz5dDuxlc0MaVnbH7Pk7vbUirAE7ePNwW0CPt+3OIU2tapeMifDDTdgvv12zj7+ON6CAsKff57Qe++lZO7ccuNd+/dTunQpladODdp2Ljk54HPEv/+Nc/fuwCCtlrBHHsF58GC5/eua34Cx3whKnn8C9WwBlsf/hWnwPdgXv1NuvCdtP451S7GMD85HddhxfrcO17ZvMfW/o9z21pcn4T5QlqNi0gbm0/R6jL2GY/2/J/GeO4PlkWkY+9+NY2nwd0gJrYRl7FRK35uJe28KpoH3Yh7zLNbnHwHAPHoinqx0St+chqZGbSxPvYInNyvwlw9zKMbeI/BkHys3XyGEEJcnl4+vEbqWHXDt2YB6OhvsVpwbl6Nr2bH82EY34D2djefgdnC7cH23DE312ihVawDgzTiAJ/V71OKzvzsffdItODetw3vyOJSWYF+5EENSj/KDPW6cXy3H89MB/8zRL/tyfPEp6tkC1LMFOL74FP1FfTm/WYHn4B5wOcvt3uZ0s/7IKR5OaoDZoKNVzUg61qvOmtSTQbErU7MZeUMdqoeFUD3MxMjrE1h5IPuKj/9kUSl7sgvp3SR4NvJnph49sK9diyczE7WkBOsHH2C69dbyg91uSpcuxbV/f7ljdDFNdDT6Zs2wffVVwHrzsGE4d+7Ec+JEue0MHXrg3LAOb3YmqrUE+/IPMXS8RD4eN451y/CklX/OPOmHcW35Gm9+zmVzvRx9u1twbl6HN+fi79At5cbqWrfHk5OJe9cmcLuwf/4B2rg6aKLjwGhC16gljtWLwOPBm5WBe9dmDO0Dj800+D6cX3+OWnL+d+cshBB/Z9fMTKHNZiM5OZmjR4+i0+lISEjgtddeY+7cuaxcuRKAZs2aMXnyZCwWC7NnzyYjI4OSkhIyMzNp0qQJo0ePZsaMGeTk5NC9e3eSL8y+zJ8/nzVr1uDxeDAajUydOpVGjRpdMhen08msWbPYvHkzGo2GuLg43nzzTdLS0pg2bRo2mw2Hw8HQoUO55557/pTjV6Jq4j28y//Zm3cCTWg4hISCrSQgVhNVE2/u8bIVLgfq2Tw0UTXxFPy2H+Kme6eAouDNOoLzyw+B/IDt2th43Lu3leVzIh1NeCSKpRKq9cp+6Gpja+M9kR7QlzY2/je3P37Wik6jUDsy1L+uQVQYP1x0qfdnGQUlJEaVzR42qFaJ9ILigJj7Pk7Bq0KL2HCe6NyY2MrmoH5Wp56kVc3Icrf9TBcfj3XrVv9nV3o62shIlEqVUM///sIk5JZbcO3fjzc3179OU706IT17Ujh6NGHjx5fbTlszHteusnw8J476zllopf9KoWQe+wwoGjyZP2H7aA5qfmZgPjVq495z0XcoKx1N5fK/Q9rY2nhOZJStcNrx5uegiY3He67gwkqlbLuioI1NKGufkIg2vgH2D19H36b8X6aEEEJc3jVTFG7ZsgWr1cratWsBKCoqYuPGjaxcuZLFixdjsVhITk7mrbfeYsKECQCkpqaybNkyzGYzAwYMYObMmcybNw+3203Xrl0ZNmwY8fHx9O/fn1EX7s3atm0bU6ZMYcmSJZfMZe7cuWRlZbF8+XIMBgOFhb7iIzY2lgULFmAwGLBarQwZMoT27dtTt27dP3z8isEEDlvZCnupb73RhPqLohCDCbU08Ieqai9FMZp+075s703Dm/0T6I0YugzFdPtTuH4cFThjZApBtVnL+v95OSQErrAoLK8vJeTSxdYvlbo8WAz6gHWhRj1WZ/D9lqUuN6FGfUBcqcuDqqooisK7w2+ieY0IbC4Pb25JY9zynXxyd3t0msBJ89Wp2dx/c73L5qWEhKBaLzquEt95UszmP1QUmnr0wPrhhwHrwh55hJL581Fttku0AkyB3xW11JebYgr504tC6xsv4Dl2BBQFY89BhE78P4on3QsXnWdMIf4c4KLvkCn4O6QYQ/AWFwWsU21WFFMI2G24jxzA2PdO7J/MQRNbG13rJNSf4xUNppHjsC98A1T1Tz1OIYT4O7lmisKGDRuSnp7OtGnTaNOmDZ06dSIlJYVevXoRGuqbIRo6dCgvvviiv01SUhJhYb5ZocTERBo2bIjBYMBgMJCQkMCJEyeIj4/nwIEDzJkzh6KiIhRFITMz87K5bNiwgaeffhqDwQBAZGQkAHa7nalTp5KWloaiKOTn53P48OHfXRSaJ70HgOf4Yd+DH8aQso0XllWHPbih045iDCyqFGNI+bHl8B4/7FvwlOJc9z7mifMx9ByKqa/vfkj3kf1gtwUUborpwj14lytKLuUXfRFiRrWV/ubmZr0WqzPw4QSr043FEPz1Net1lFxULFodbsx6rf9Bk9ZxVQDQazU81aUJ7V7/kmNnSqgfVcnfZk92IQVWB90bxAT0berWjbAnngDAtW8fqs2GYr5ojCy+MVJLf/ux/ZK+WTM0kZE4Nm70rzPcfDMasxnHhg2Bse26Yb7/cQDch/eB3Y4SUnav5M/Lqv13nLNf4TlywL/sWLEIQ/seGPvcibFzb18+l/sOlZOP6rAF/aKghFj8uZfOfZGQO8cR9urHePNP4Ur5Bm2s7z5RQ5e+eLOP4ck49KceoxBC/N1cM0VhXFwcq1ev5vvvv2fTpk3MmjWLLl26XLaN0Wj0L2u12qDPHo8Hp9PJ+PHjWbhwIU2aNCEvL48OHS79NOnlvPrqq0RFRTFjxgx0Oh2jRo3C4XD8rr4ASl+8t+xYBo1FU70WntTvAXxPDpecC7p0DOA9nY2uxUXHoDeiRFbHe/rK7537mXvfDs6vKXuoJeTBSWji6sIOX3GiqVUH77nCK750DOA5eRxNXF08GWkAaOPq4jmZ+Zvb146w4PaqHD9rpfaFB0SO5J+nbpWwoNg6VUM5kn+eZjHhvrjT56lbNTjuZwrBk0srU7PpWj8a8y+KTvv69djXr/d/rjR5Mrq6dXF89x0Aurp18RQW/uFZQsemTQEzgobWrdElJlJ1+XIANBYLqteLJ3U3Rff28seZx05GW6suru99+Whr1/Wds6tyj52K58g+zi+Z418T8o9JaOLqwM6LvkNF5X+HPCePY2jXvWyFwYQmKgbvhe+Jeiaf0tcmB/TtPub7Pukat0KX2Bxdc9+DQooljJBa9dDWquubPRRCCPGbXDMPmuTm5qLVaunWrRsTJ06ksLCQxo0bs27dOkpKSlBVlaVLl9K2bdsr6tfpdOJ2u4mJ8c36LFq06FfbdO7cmffffx+n0/fgw8+Xj4uLi4mOjkan03HkyBF27dp1uW6uiPvHzeiu64wSFQsmM4YOA3Dv3Vh+7KGdaKrFoW3UBnR69B0H4s07gfrz/YSKAjo9aLSBy/juXdRE1/atNxgx9BiJer7Q9zDARVxbv8bQoSeaGrXBbMHU906c5bwqxk+nB73vsq2i0/mXfX19hfHWwSgRVVHCq2DsOSTwtTPaC/GKAlpt2fIFIQYdXRtE8/aWI9icbvZkF/Ld0TxuK+chkD5NarJwVwZ5xXbyS+x8sDODvk1rAnC0oJjDeUV4vCqlTjczvztItVATCVXK7lW0uzx8ffiUv83l2L/6ipDbbkNbuzZKaCihI0di/+KLSzfQ6+HC7LOi0/mX/QwGTJ06YftFH9Z33+XMyJEU3n8/hfffj2PrVmyrV1P6n5cC4pybv8TQuRea2NooZgvGAXfi3HiZfC46ZwHL4Bt/vd53bn7O/cKyUqUa2gZN/efN2HsYSlhlPD+lBnRf9h2qBSEWTH3uwLkl8OGZn7l3b0Ebm4CudXvQ6TH1uxNP9jG8ub5XC2liavkuO2t16G/uiq5Ja5xfLgWgdN7/UTxpFCXP/YOS5/6BJ/MI9hUfYF/23qWPXQghRJBrZqYwLS2NmTNnAuD1ehk9ejR9+/YlNzeX4cOHA9C0aVPGjBlzRf2GhoYybtw4Bg8eTHh4OD16XOIJ2ouMHj2amTNn0r9/f/R6PbVr1+b1119nzJgxPPXUUyxdupSEhARuuOGGKz/QS/Ac/RHX1lWE3P0s6PW4D+7AtWGpf3vIQy/j3Pw5nv1bobQY+5JZGHvdgzLwYbwnj+JY+ro/VteiPcb+ZeNkmfwBrr0bcX7+H5TQyhhvG4VSKRJcDjxZR7Avehk8noB83Pt34lj7CZanZ6IYDLh2bcbx2fv+7aEvvotj1SJcKd8AEDZjAZqoaN/+JvwfAOefuB21IA/nhtVoomoQ+rzv1Siujev8r6Pxxb+ErlFLX+71m8KoJyiZ/nhAPpO6NWXKF/vo/NZ6wk16JnVvSr2qYezOLuThpTtIedT3JOrgFrXIPlfKkAWbABjQLI7BLWoBUGh18MLXB8grsROi19KiRgSvD7oBvbbsd6MNR3MJM+m5oVaVXz1nzh07KP34YyJmzfK9p3DTJkreKytEqrz3HtaPPvLPLlb98EO00b4xinjlFQBODx/uf6DElJSEWlKCa8+egP2oNlvAzKHqdKLa7ajWwAdo3D/uxLFqMaHPvoqi972n0L50gX972MvvYf/8I1xbfflUevUD/zkLnfQyAOcfGY63IA9dw+aEPvdvf9vwD77CfXAvJf96DCXEjPm+R9FUq4HqcuI5no71peSgGUD3gQvfoacu+g59ftF36Pl5OFYvwvX9t6jFRVjfnEbInWPRjH7a957Ct5/3x+qaXo+xz+0oBiOe4+mUvjqx7J5CmzXgnlXcblR7aeD9jUIIIX6VoqpyZ3ZFsU4d8etBV4n7WP6vB11lhvYtKjqFAOcX7v71oKvIGKP8etBV9Mv3FF4rKr+3/teDhBBCXDuXj4UQQgghRMW5Zi4fX21nzpzxv6bmYt27d2fs2LEVkJEQQgghRMX52xaFVapUYcWKFRWdhhBCCCHENUEuHwshhBBCCCkKhRBCCCGEFIVCCCGEEAIpCoUQQgghBFIUCiGEEEIIpCgUQgghhBBIUSiEEEIIIZCiUAghhBBCIEWhEEIIIYRAikIhhBBCCMHf+M/cXRNc7orOwM9+4trJ5Wd6r1rRKQQI7V6rolMI4M0rrOgUAii6a+93TKVKONYX7qroNAJYnvmgolMQQohyXXv/FxdCCCGEEFedFIVCCCGEEEKKQiGEEEIIIUWhEEIIIYRAikIhhBBCCIEUhUIIIYQQAikKhRBCCCEEUhQKIYQQQgikKBRCCCGEEEhRKIQQQgghkKJQCCGEEEIgRaEQQgghhAB0FZ3A/4L169dTrVo1mjdv/of60bW9DX2H/ih6A+7U73GueAc87nJjNXWaYux7P0rlqnizf8Kx7E3UcwUAGG4dibbRDShh4ajnC3F9txz33k3+ttqGrTHccjtKeDW8ucdxfPYfID9oH+bBQzCPGIFiNOHYtJHzs14Fl6ucxHVUnvws+sREtNExFD46HtePewND6tcn7OFH0DWoj2qzY120ENuyZWiqVaPKgvcDjy3ETPFbbwJH/euKbE6mfbWflMwCwkP0jGufSM9GsUGpqKrK65vT+Gx/FgADmsUxrn0iiqIA0GrmWkw6LRc+0iMxhik9fOdt4Q/HWLwnk3M2FyF6LT0SY3i0Y0N0mkv/7qRr0wP9zbeh6I24D+/EuW7Bpc9ZfGOMPe5CqVwF78l0HKveQT1/xrdRq8PQ8x50DW9AdTlwpazFveOLoD70Sf0wdByE7aOX8OZtDt7eqR+GboNRDEbce7diX/ImuMvPR9ugBcYhD6KJiMJz/Aj2hbNQz54O3N7vXjTVaqLaSnB8Ng/3ni0AGIeNRVevKUpUDeyLXsO945ty96Hv0Bd9l0G+fH7chmPpW5ccH2395hgHPogSEYXnRBqOj1/z52McPh7ddR0C2lonjQDVixJRDcuz81AdNv8257fLcX39Sbn7uSrnTKPF2H8MmpgENOFR2D58Ee+Jw+XuQwghrhVSFP4J1q9fT9OmTf9QUait1wJDx/7Y3p2Gev4spjsmoO86DNdXHwUHm8Mw3TEBx2dv4zn8A/puwzEOewz7nGcAUF0O7B/OQD1zCk1sXUz3PIO3MBfviSMoVaIxDhmH/YPpeLOOoE/qi2lkMsWrbgevx78Lww03YB5xO2efeAxvQQHh/3qe0HvupeSdueXm79q/n9KlS6k8dVrQNqVSZSJeepnit97AvnEjik6HJqoaAN78fE736umP1URHU3XhIuybNmHpUsO/fvo3qeg1Gr4Z05W0/POM+2wXDaIqUbdqWMC+lu3LYsPRPD65KwkFhQeX7qBG5RCGtKjtj/nkriRqRViC8uxYtxr9mtQkzKSnyOZkwqo9fLw7k5HX1yn3mLV1mmG4uTe2j2aglpzFNHg8+g4DcW1YEhwcEopp0Dgca97F89Ne9B0HYRz4MPYF/wRA334AmojqlL7xGIolHNOdT6MWnMSTsb9sHMOroWvUBm/x2fLzaXgdhm6Dsb3xDN6iM4TcPxlDzztwrno/KFaxVCLkvknYP34d94EdGG+7k5B7kyl99ckL5yEO090TsC+chSdtD5gsKOayMfPmHMO+ZzPGvveUmwuANrEV+q6Dsb/1DN7zhYTcOwnDrbfjXPNBcLAlDNM9E7EveQNP6g4MPe/AdNdT2F6b4A9xbViOc105/x4usD4zArzeS26Hq3vOPFk/4drxFcZBYy+bkxBCXCuuicvHNpuNcePG0atXL/r27cv48eMBmDt3Lr1796Z3795MnDgRq9UKwOzZs3nsscd44IEH6N69O48++igHDx7krrvuolu3brz00kv+vufPn8+gQYPo378/w4YN49ChQ5fNxel08tJLL9G7d2/69u3Lww8/DEBaWhq33347AwYMoFevXixYsACAzZs38+233zJ37lz69evH559//rvGQHddJ1y7vkXNzwa7FeeGpeiu61R+bJMb8eZl4TnwPbhduL5ZgiYmHqWqr4hyfbMEtSAHVBVv9lE8mYfRxDUAQFu/JZ7jh/EePwxeL67NK1AqRWJo2SJgH6Yet2JftxZPZiZqSQnWDz/AdOut5SfvdlO6bCmuA/sDCsufWYYOxbFzJ/b168HlQrXZ8Jw4Xm5XIbf0wLVvH968XP86m8vNNz/l8lC7+pgNOlrVjKRj3WqsPngyqP2q1GxGXp9A9bAQqoWZGHl9AqtSg+PKExduIcykB0AFFAWyzpVeMl7XLAnXjxtRC06CvRTnlhXomieVH9vwerwFJ/Ec3gkeF67Ny9FUq4VSJca3vXkSri0rwF6KeiYH996N6Jq3D+jDcOtdOL/95JKzWvo2XXB9/zXe3BNgs+L8cjH6G7uVn0+Lm/HmnsC9dyu4XTjWLUJTIwFNtZq+fd0yDNfWL/Ac+sFXaJUWoxaUnRPX5jV4jvyI6nJeenxu6IJ7+9d487J8+Xz9Cbobul5iLNvizT2B50dfPs4vP0ZTIx6lWvBs8B9x1c6Z14N755d4s4/8aqEqhBDXimtipnDLli1YrVbWrl0LQFFRERs3bmTlypUsXrwYi8VCcnIyb731FhMm+GYOUlNTWbZsGWazmQEDBjBz5kzmzZuH2+2ma9euDBs2jPj4ePr378+oUaMA2LZtG1OmTGHJknJmBS6YO3cuWVlZLF++HIPBQGFhIQCxsbEsWLAAg8GA1WplyJAhtG/fnvbt29OlSxeaNm3KnXfe+bvHQKlWE++hnf7P3tzjaMLCISQUbCUBsZpqcXhzLyqqXA7Uwlw01ePwFOQEdqwzoKlZF/f2Ly+1ZwC0CQmwe3dZs/h4rFu3lO3iaDrayCoolSqhnj9/Rcemb9QY97EMIma/iS42FtehQ5x/bRbe/OBL1qZbemD9MHAm6XihFZ1GoXZkqH9dg6hK/JBdGNQ+40wJDaIqXRQXRnpBcUDMfZ98j6qqtKgRwROdGlGjstm/bd2hk7ywPhWr0014iIHHOza65HEpUbF4j5SNmTfvBJrQ8PLPWdVYvHknyla4nKhn89FUjcVjLUITFoEn/0RAX7oG1/k/axveAB43nvR9l8xHE1Mb9/7tZX2cPIamUgSYw6A0cAw00bXxnDxWtsLpwFuQiyamFt78bLTxDfEW5GJ++g0USyU8R37EvmwOlAYe1+VoomvhOlCWjyfncvnE4c3JDM4nuhaefF9Rr2/XC327XnjP5OH85lM8+1IC+jA/+y6oKp4je3Gseg+sgfuAq3vOhBDir+aaKAobNmxIeno606ZNo02bNnTq1ImUlBR69epFaKivEBg6dCgvvviiv01SUhJhYb5Lh4mJiTRs2BCDwYDBYCAhIYETJ04QHx/PgQMHmDNnDkVFRSiKQmZm5mVz2bBhA08//TQGgwGAyMhIAOx2O1OnTiUtLQ1FUcjPz+fw4cPUrVv3TxkDxWAC+0WzUheWFWMI6i9+WGEwoVoDCzPVXopiCAnq19DvAbynjuP5aS8AnqP7MPS4A01CY7wnjqDv0A+0OhSjKTAfUwhqibWsf6svByXEfMVFoSYqClOD+px98kncGRmEPfgglZ99jrOPBF5W0zdrjiYyAsfGjQHrS10eLIbAr2qoUYfVGTxjVupyE3pRbKhRT6nLg6qqKIrCvGE30TwmHLvLw5tbjzDus10svivJf99gz0ax9GwUy/GzVlYfPEkVi/GSx6UYjOC46JxduKdNMZjKP2e/KIRURymK0YSivzD2dlvANgwmf1tD5yHYF/3fJXMBUIwmVPtF58zmW1ZMIUH7xmhCLSkKXGe3gtH3HVLCq6C/oTOlbz2LWlSI6c7HMA1+EPsHr1w2h4B8DCbUi7/Ttou+07/IRzGGlJNPKcqFfFybV+FYOR/sVrSJrTCNnIDt/Dm8mYdQrecpffVxvDkZKOZKGAf9A9MdT2CfO7WcnK7SORNCiL+ga6IojIuLY/Xq1Xz//fds2rSJWbNm0aVLl8u2MRrLflhrtdqgzx6PB6fTyfjx41m4cCFNmjQhLy+PDh06/K4cX331VaKiopgxYwY6nY5Ro0bhcDh+V18/Mz/3IQCe44dQnXb/D2TAv3zxzfN+TjuKKbAAVIxmVGdgrP7WkWiq18L+7lT/OrUgB8fSNzH2uQ8lLAL33s2op7PRVqtG1Np1ALj27Ue121AsZfeQ/bys2i59OfVSVKcDx+YtuNN8N9qXvL+AaitWoVgsqNayIiakRw8cmzah2gOPw6zXBhWAJU53UKHoiw0sFq1ON2a91v+gSeuaviJfr9UwoXNjkmZ/xbEzJdS/aHYRoHaEhbpVQpm+/gAz+7UGQNvkZoy97gXAk5WG6nSUf86c9uBBcNr9Bc7PFGMIqsOO6roQbzRBqe9BHsUQAhf6MbQfgHv/VtSigoD2uus7YRrmu73Bk56K6rCjmMpmPbmw/MvxBOCXsT/H//x9czlxbV+Peto38+z8egnmh18I7ufifK7riHHIQ758Mg6i/vKYf86nnO+06rCVk0+IP9Z7MsO/2nPoB9y7N6JrfjPOzEPgtOPN9j2UpJacw7F8DpZpH4AxpMLOmRBC/BVdE0Vhbm4ulStXplu3brRr14727dvTuHFj3nnnHe666y4sFgtLly6lbdu2V9Sv0+nE7XYTE+O7B2jRokW/2qZz5868//77tGjRwn/5ODIykuLiYhITE9HpdBw5coRdu3bRu3dvAEJDQykuDr5U9WtK/znSv2wcOh5NTDyeA75LYpqYeLzF54IuaQF487PQtepYtkJvRIms7rt36+dVXYeia9AS2ztTyn7QX+BJ/R5b6ve+DyYz5tZdKF22jOJ/z/LHVJr8LLq6dXF8twEAXd26eArPXPEsIYA7PQPfXXoXqGpwkMGAsWMnzj03OWhT7UgLbq/K8bNWal94QOTI6WLqVAkNiq1TJZQjp8/TNCbcF5d/PuhhlIspSkBmATxelayisiLYk5pCaWrZJUtjvzFoqtfCc2gHcOGyfsm58s9ZwUl0zS66d01vQImohvfCvW3e4rNoqtfCeyzV11f1WnhP+y6bahIaowmLRNfadz+eYq6EaeDDOL/+lJIJQ/xdmu56Ek2NBLjwhLA2NgHv+bNBl2rBd3uCvs1F9/cZjGiqRuM95bsc6snJJPCcXWKQLuLevRH37rJZXuOdT/jy+XGrL58al8snC/0NF/0iaDCiqRLjuz+yPJfL5+dtilJh50wIIf6KrokHTdLS0hg2bBh9+/ZlyJAhjB49mr59+9KnTx+GDx9Onz59ABgzZswV9RsaGsq4ceMYPHgwAwcOxGw2/2qb0aNHExsbS//+/enXrx9Tp0717/vTTz+lT58+vPHGG9xwww3+Nn379mX16tV/6EET956N6Fp3QYmqCSYzhk6DcO/+rvzY1B1oqtdC2+RG0OnRdxmMN/e47+ESQN+hP7rmSdjn/6vcH3aaGnVA0YC5Esb+/8BzeBeerMAfvvYvvySkVy+0tWujWEIJvfMu7F8EvyLFT68Hve+Su6LX+ZcBbF+sxZjUHl3deqDVYhl5F859+wJmCU3tO6CWFOPasyeo6xC9ji71o3l76xFsLjd7Txay8WgevRsHP4TQu0ksC384Rn6xnfwSOx/+cIw+TXxx6QXFpOWfx+NVKXW6eXXjIaqFmki4cK/i8n1ZFJb6Zn/TzxQzf0c6bWpVueQhu/dvQdeig+8BH6MZQ1I/3Pu2lB+b9gOaqJpoE68HrR59Un+8+VmoZ05d6Gsrhnb9wGRGqRKDrlUn3Pt8r5yxf/QStrmTsM97Fvu8Z1FLzuJY+x7OTWsC9uHa+S36m29BEx0HIRYMPYbh2r6+/Hz2paCJqY2uRVvQ6THcOgJvTibe/GxfX9vXo7+xG0qV6qA3Yug+GHfqjrIOtDrQ6VEUBeXCsv89Pz/vY9cGdDd2R6keByYL+u5Dce8s/9U17v0paKJroW1+sy+fW4bjPZWJeuF+Qm3ztr5Ls4qCtkFLdK074rmQj6ZWA5SoWN/+zWEYBjyA++i+wNsxrvI584+R1vfgknLRshBCXKsUVS1v2kZcDdZnhgR81rXrjaFDP9AZcKdux7lirv9J05Bxr+LcuBzPj74fYJq6zXyXgMOj8Gb9/J5C3zvdLC98iup2gafsSWDXxuW4Nn4GgOmBf6GJqQ0eD+4DKTjXvk/Jxix+yTxkKObhI1CMRhybNnF+1kz/ewqrvLcA60cLfU8UA1U/Xow2Oiag/enhw/xPEYf07YflzpEoJhOu/fs5/+9X8Z4ueyde+P+9jOvQIazvzfevCxtRdtN+kc3J1C/38/3xwPcU7s4uZOzynWwb1wPwvafwtU1pfHbgwnsKm8YxvoPvPYU7ThTw4vpU8orthOi1tKgRwaMdG/pnH6d88SNbjp2m1Okhwmyge4NoHmrXAKNO6+v79JmgMdK1uRXDzbeB3hD0zruQ0S/i3LoKz4WZKk18E4w9RvreLZlz4Z13P18Svuidd7icOFPWlPueQoCQh2fiWDMf9/Zy3lPYuT+GroPKfU+heeKbOL/+FPeu73y79L+nsJrvPYUfzUItLHv4x9DzdvTtbwN8l2ztS+fAhfsUQx6Zjq5+s4B9296chCf9QGA+Hfv53lOoN+Detw3Hp2XvKQx56g1c6z/1zy5q67fAOPAfKJFReI8fwf7xa6hnffmEjJ2OJiYeFAVvYR6u9Utx7/Udv65VBwy9RqKEVkZ1lOJJ24tz9QLU4nMoVcIr7JyFPDwTTXhUwL5L33gc89hXg3ISQohrgRSFFeiXRWFFKtkW/CRwRbu4KLwWlFcUViRvXvDT1xVJ0V0TFx4ClFcUVjTLM+W8p1EIIa4B18Q9hVfbmTNn/K+puVj37t0ZO1ZeNCuEEEKIv5+/ZVFYpUoVVqxYUdFpCCGEEEJcM6696z1CCCGEEOKqk6JQCCGEEEJIUSiEEEIIIaQoFEIIIYQQSFEohBBCCCGQolAIIYQQQiBFoRBCCCGEQIpCIYQQQgiBFIVCCCGEEAIpCoUQQgghBFIUCiGEEEII/qZ/+/ha4Sk4X9Ep+JlqXoNfhaKiis4gkMdT0RkE0CbGV3QKAdTzxRWdQhDDA1MqOoUAhYNHUfJ1p4pOI0D1776r6BSEENcImSkUQgghhBBSFAohhBBCCCkKhRBCCCEEUhQKIYQQQgikKBRCCCGEEEhRKIQQQgghkKJQCCGEEEIgRaEQQgghhECKQiGEEEIIgRSFQgghhBACKQqFEEIIIQRSFAohhBBCCKQoFEIIIYQQgK6iExBlDF0HYOgxFMVgxLV7C/ZFs8HtKjdW27AlphFj0URG4TmWhm3BK6iF+QBYpsxFE1mtLFhvwJ26E9ubUwDQNb8RY/9RaKpUx3PyGPYPZ+FJzwjO59ZBGG8bjmI04tqxCduC18rPR6vD/NAzaBMaoImKpuSFx/Ec/jEgxDTsAfQdewHg2rgW+yfvAKCJrolp+Gi09ZuARoMnIw37h2/gzc0O3IfJguHWe9HWboJqK8a1eRmeQ9vLHRt9h8HomncAwL1vE65NS8uO6Za70cQlokRUw7nuPTypWwPa6lp3R39jL9AZ8BzZhfPrD8HjLnc/ALobb0Xfrg+K3oj74Haca9+7ZLwmoQnGnvegVK6C92Q6jhVzUIsKfEPY+Eb0N96KJro23pPp2D94IbBt9doY+jyAJqoG3tM5OFe9g+o+799eZHcxbX0qKSfOEB5iYFzbevRMjAnKQVVVXt92lM9STwIwoEks49rWQ1EUztqcPLZ6L5lnS/F4VRIiLTye1ICWNcIBcLq9vL7tJ778KReH28utDaKZ0CERvfYSv1uaLBh73Yc2oSmqrRjnd5/iOfh9uaH6TkPRt+wIgGvvRlzfLSk79mq1MPS6D03VGLwFp3CufRdv/glfuxt7omuWhFKpCqqtBPfub3BtX1fuPorOF/Ps9Fmk7NhNeOXKPPrgPdx2S+eguA8Wf8aiZSs5e64Ic0gIt3btwBMP349OpwXg5Kk8Jr/wKvsPphFTPYpJjz/EzTe08o2R08mst9/ji2824XA66dmtI08/+iB63aX/V2sePBjz7bejGI04Nm7k/KxZ4Crn35lOR+Vnn0WfmIg2OprCRx/FtXevf3P4Sy+hb97c/1nR6XBnZVE4ahQAllGjMCYloatdG+uHH2JdsOCSOQkh/p5kpvB3mD17NomJifz4448B61566aXf3ae2cWsMtw6jdNbTFE+6C03VaIx9RpYbq1gqYX7wORwr3qf4scF4jh8h5IFJ/u3WaaMpHt/f/5969jTuHzYDoKlWg5BRydg/ep3ixwbi3vc95oemgSbwq6Brdj3G3iOwzniS84/ejqZaDMaBd18yf/eR/ZT+Zzrec2eCthk690bXuh0lzzxAyTMPoGt1M4YuvX3HYrbg2pNCyVP3UDx2MJ6Mw5gf+1dwH93uBI8b21uP4lzzDobuI1Gq1AiK07XoiLb+ddgXTMG+4Dm0dVuia9HJv917Ogvn1x/izTsR1FYT3wT9jb2wf/IytjkTUCpHoW/X/5LHrK3bDEO7vtg/fJHS18ahiaiGvtOg8oNDQjENeRTnhk8p/b9/4MnJwDjoEf9m1VaCa/sXuLauCm6r0WIc9jju/Vso/b/RuPdtxjjscdBo/SHTvzuEXqvhm/s78mKPpry44TDpZ0qCulp24CQb0vP5ZMRNLLn9JjZmnGbpAV8BbtZrmdqtCd8+0JFN/+jEva3jGb9qD26vF4D3fjjGwfzzLL2jLZ+PbMfh/GLm7Tx2yfEx9rgLPG5KX38Ex8r/YOxxN0rV2KA4XctO6Bpch+3dydjmTUZXvyW6Vp3Ljn3weNyp2yid9RDuA1swDh5/0bErOFbNpXTWQ9g/eQVd625oG91Ybj7Pz3wTvU7PxlUf89KUCfzrlTc4mnE8KK5T0o0smT+b7V8v5/OF/yHt6DE+WrrCv/2pKTNo1KAuW9Z9wrjRd/P45BcoPHsOgHkLPyX18E98vvA/rP74HQ6lHWXOgo8vOUaGG27AfPvtnH38cQqGDUNbowah9957yXjX/v0UvfACnjPB/87OJSdzumdP/3+u1FQc333n3+45eZKS//wHR0rKJfsXQvy9SVH4O8XGxjJz5sw/rT/Dzd1xbf0S76njUFqCY+0i9Dd3LzdWd107PDnHce/eDG4XjlUfoq1ZB031uKBYbf1mKKGVcO32FYXaxtfjPnoAT3oqeL04v1yCEl4FbcMWAe30Sbfg3LgO70lfPvbPF2Jo36P85D1unF8ux3PkAFwoIAL6an8LjnWfop4tQD1bgGPdp+gv9OXJSMO1cR2qtRg8HpxfLENboxZKaKWLOjCgbdAa15bPwOXAe/InPEf3omvSNvh4m7TDtfNL1JKzqCXncO36Em3Tdv7t7j3f4j1xqNwZT12Tdrj3b0Y9kwOOUlwpq9Bd1DYovnkHXHu/Qz19EuylODd/jq5Fh/JjG92A93Q2nkM7wOPCtXE5muq1UKr4ZvO8x1LxHNyOWnw2+JjiG4NGg3v7F+Bx497xJSigqdkAAJvLwzdH83noprqYDTpa1YigY0IUqw+fCupr1aEcRl5Xm+phJqqFmhh5XW1WHfTFGXVa4iMsaBQFFdAoCucdbs7bfTOfG4+dZkSLWlQ26Yk0GxjRMo4VB0+WPzh6A9rE63FuXuY7Z9k/4Tm6B13T4HOma5aEa8cXqMVnUUvO4tr+BbpmSb5jr90INFrcO7/0HfuurwHFNyaAa/tavHnHQfWiFubi+Wk32pr1g/ZRarPz9XdbeeSBkZjNIVzXoimdkm5i1ZffBMXWqlmDSmGhgG9mVaNROJGdA0DmiWwOHjnKw/fdiclopHvnJOrXiefr73wzzt9t2c4dQ/pRuVIYkRHh3DGkH5+t+ar8MQJMPXpgX7sWT2YmakkJ1g8+wHTrreUHu92ULl2Ka//+cv+dXUwTHY2+WTNsX5Xt2/7llzh37EC12S7bVgjx91Uhl49tNhvJyckcPXoUnU5HQkICr732GnPnzmXlypUANGvWjMmTJ2OxWJg9ezYZGRmUlJSQmZlJkyZNGD16NDNmzCAnJ4fu3buTnJwMwPz581mzZg0ejwej0cjUqVNp1KjRJXNxOp3MmjWLzZs3o9FoiIuL48033yQtLY1p06Zhs9lwOBwMHTqUe+65x9/ulltuYdu2bWzevJn27dv/4THRxNTG9WPZb/DerAw0lSNRLGG+gukXsd7siy73Oh14T59CU6M23rysgFj9zd1x7d4CTsdFa5XAZUVBWzMBz8E9/rXamvG4d28ry+dEOprwSJTQSqgl57kS2tjaeE+kB/SljY0vP7Zhc7znzlzYR4Qvw4ho8HpQz+aV9XE6C23NxKD2mqo1UE+XjYGan4WmnNmp8miqxuI6WjYG3tNZKJbKYLKA3RoUr0TF4k37oSw+9zia0HAICQVb4CydJqpm4Oyky4F6Ng9NVE08Z4KLt6D95AeeV29eFprIGLwnDnH8rBWdRqF2hMW/vUFUKD9kBxeYGYVWGlQNK4urGkp6YWCuQz9K4dhZK26vyoAmsUSaDf5tqqpetAx5JQ6KHS7CjPrA4428cM4Ky86ZJy8Lba3yzlms/3IwgDf/hP+cKVXLOfbTWb4Zx4z9wX3VTMS9d0PQ+uNZ2ei0WuJr1fSvS6yXwK69wX0ArPlqA/98eTbWUhsR4ZV4cuwDABw9dpyaNWKwWMwX9VOH9GNlM46BY6SSl19AcYmVsNCy8/MzXXw81q1ltzC40tPRRkaiVKqEev7K/p1dLOSWW3Dt3483N/d39yGE+PupkKJwy5YtWK1W1q5dC0BRUREbN25k5cqVLF68GIvFQnJyMm+99RYTJkwAIDU1lWXLlmE2mxkwYAAzZ85k3rx5uN1uunbtyrBhw4iPj6d///6MunAPzbZt25gyZQpLliy5ZC5z584lKyuL5cuXYzAYKCwsBHwzgQsWLMBgMGC1WhkyZAjt27enbt26ACiKwuOPP86sWbNISkr6w2OimEyotrLCw79sMsMvikLFGIL6/+ydd3gU1frHPzPbN4UkpEJC6KF3EOlVkF4FC/ZyLRSxgV2v5drFjhUVG9KkiAjSIfQSegmQShqBkGT7zvz+mLDJZjei96p4f/d8noeH2Zn3nPOdU2beOS1lJX7nVHs5ktniH6nBhKFDD2zvPe075T28B/OY29A1bYM3/RDGQdeATo9kMvmHNVlQbcH0WOB3OoWYq8VlK0eyWAPMpMhoLDdOwfHV+/7nDSZwOfzOqU47GM2BaRnMqE5bFTsbUjC7YBhNWrwXqTiWjGbUYE6h0QxV0vKzr+YUYjSj2vzzTXXakUzVyiwIktEMDpv/SacNyaDdl83tJcTo35RDjXrK3d6AuGxuD6FVbENNemxuL6qqIknax8K866/E6fGyJr0At1Lp4HRPjubrfZl0SoxCUVW+2ac5cg6PQli16qOVQ7UeqZrKwmhGdVTaVs0XyWjyz+NficfQczRIEp60jYH3bXP4OXIAYaEhlNuC95oNvaovQ6/qS0ZWDktW/EJ0VIQWj91BWLV4QkOtFBRqw7k9unZk7vc/0KVDGxRF4av52keuw+EM6hRKFgtqeZW2UabVG8lq/Y+cQvOgQZR/+eW/HV4gEPxvclmcwmbNmpGens4zzzxDly5d6NOnD6mpqQwZMoTQUG3Y5pprruGFF17whenRowdhYVoPR0pKCs2aNcNoNGI0GmnQoAGZmZnUr1+fAwcOMHv2bEpKSpAkidOnT/+qlrVr1zJjxgyMRq03JCoqCgCHw8HTTz/N0aNHkSSJgoICjhw54nMKAfr06cPs2bNZsSL4xPZLETZrMQDeEwdQHQ4kc+XLxuc0VXcGqHhpmv1fTJLF6vdiBTB06I5aXor3WJrvnJKfhX3OK5gn3otUKwr3tl9QzmQi1Y4l/KNlAHiO7gen3c9xkywVLzTHvzH05PCPC4sV1e5/X1JYLUIeeRnXLz/g3urf06O6nQEOoGS0BDiKALgdSEYLPlfGZEENZhcMl9PfSatI82J4XatumIbdBoA386h2vqp9xXHQ9Fyarur3EOA4BSEgnYq01AtaL5zVoKPc5b+4pczlIcSgozpWg97PttzlxWrQ+RxCX/R6HVenJDDmyy2kRIeREhPGbZ0bUOr0MPGbrRh1MqNb1uVIYSm1q/Qk+nA7Ah3emsrCpdleLDPJVJkvqssZeO/GwHj0HQegb9Udx9zngy70sVrNlJf717mychsh1l93ypOT6tKoYT3++eq7zHrxCawWM2U2/3jKq8Rz500TKS0tZ9zN92E0Ghg7fDCHj6VTu8KpNA8YQNgDDwDgTktDtduRrFXaWYjWzlRbYLv/rRhat0aOisK5fv2/HYdAIPjf5LLMKUxKSmLZsmV0796d1NRURo4ceckwpio9WTqdLuC31+vF5XIxdepUHn30UZYtW8bHH3+My+X6tzS+/vrrxMTEsGjRIpYsWUKbNm1wOp0Bdg888ACzZs3C46l5hWpNXFwIYnv7cZQzGegSG/quyYkNUUqKA4aOAZQzGchVbDGakGMSUHL9J80bug7EvTVwzpRn9ybKn72LsgfG41z6JXLtOFwrF3LhjmFcuGMYtldn4s0+jVyv0gGW6zVEOV/8u4eOAbw5GX5x6eo1wptzutLAGkrIwy/h3r0F55KvA8Kr5/JA1iFFVK6olmOTUM7mBtgqRblIsZVzK+WYJJSiGua9BYTNQY6pEjY2CbW8xDd07D2wBdu/bsP2r9twfv0yamEOcly9Svu4eihl5wOGjgGUwmzk+OTKEwYTUlQsSmF2gG11qqejaauHUqwNOydHhuBRVDLOV/Y4HSsqo2Ht0IC4GkaFcKyosk4dKyylUVSg3UU8ikLOBc1BM+t1zOjTjJ9v68Wym3sQYTHQPDYcuZpDCaAUV5RZZJy/5iBloRTlIMf65/tFO7VamVy8rlaJR9+mJ4auQ3F881LQOZkAyUmJeLxeMrIqwx09cYrGDZKD2lfF61XIytXyunGDZLJz8/wczKMnTtGoIh6zycRjD9zDmh/m8tP3nxFRK4yWKY2RKxZyOVav9i0EOf/II3hOn0Zf5UNT36gR3uLi/7iX0Llhg5g7KBAIfjeXxSnMy8tDp9MxYMAAZs6cSXFxMS1atGDFihWUlZWhqirz58+nW7fASem/hsvlwuPxkJCgTd7/+utAB6M6ffv25fPPP/c5jxeHj0tLS4mPj0ev13Ps2DF27twZNHynTp2oX78+S5cGWTX6e7RvXY2h+yDkhHpgCcE05DrcqauC2nr2bEFXtz769j1Ab8A07Aa82af85hNKEdHoUtriChKHXK8xSDJSaC0sN0zDk7YV5Yz/vC33plUYe1+NXCcZrCGYR96Aa+PKmm9AbwCDNq9M0ut9x1pcP2MaPA4pMhopojamq8fjvhiX2UrIwy/hOX4Q57yPg8ftduE9tgtDj9FgMCLXbYyucTs8B7cEmHoPbsHQ6Sqk0AikkAgMnQfhPVBl2xlZBzq9Nq1SV3FcMcfSc3AL+jY9tVXNJguGrsPxVA1bDU/aRvTt+2jz20xWjD1H4dm3IbjtkZ3IMYnomnUGnQFDr9Eo+VmoF+cTShLoDJo+Sa48BrynD4GioO8yCHR69J21BUhK9jEALAYd/RrF8v7WdOxuL3tzz7P+ZCHDmgVuSTOseQJz92RSUOagoMzBl3syGN5Cs0s7c549uedwexUcHi+f7TzFWZuLVnHaop+LYVRVJe3MeT7afpK7r2gUkIavzI7uxNhrTEWZNUHfpD2eA4Fl5jmwGUOXwUihkUihERi6XI1n/ybt3jMOg6qg7zRQu/eOAyrzBNC1vBJD73E4vn0Z9XxhjWVltZgZ0Lsb73z8JTa7g91pB1m7MZXhg/oH2M5f8hNnK1YTp5/K4OMvvqNrx3YA1K+XSLPGDXnvs69wOl2sXr+ZY+mnGNhHW5CUX1hEQeFZVFVl34HDfDDnG+657YYadTl+/hnL0KHokpORQkMJnTQJx08/1WiPwQAVoxqSXu879mE0Yu7TB3uwOHQ6zV6SKo9lsdZQIBBUclmGj48ePepbuasoCnfeeScjRowgLy+PiRMnAtCqVSvuvvvu3xVvaGgoU6ZMYdy4cURERDBoUA2rZatw55138tprrzFq1CgMBgPJycm89dZb3H333Tz88MPMnz+fBg0a0Llz5xrjuP/++xk9evTv0lod78GduH7+Huv0l5EMRtx7NuNcWjknKOSpD3Gu+AbP9rWoZSXYPvgn5mvvxXLrw3hPHcH+8Yt+8Rm69sd78jBqUeAiBvOEu7VeSa8X964NOL6fHWDj2b8D5/LvCHn0NSSjEfeOjTgXfu67HvriJziXfo17i9YTGfbyHOSYeE3rIy8DcOH+61CL8nGtWYYcW4fQF7S9Cd3rV+Baow1VGzr1QN+oGbrEZL/VzaUzbvXT41o9F+PgW7DcMwvVUYZr1ZeoZ3OR6zbBNO5+7LPu0XTvW4cUEYP55mcr7mMjnn3rfPGYxj+Arl4zAHR1m8Cgm3F8+xJK1lGU0wdwb1+BecJDFfsU7sK9eXFNRYY3PQ33lmVYbnxM2wvy8Hbc6xb4rlv+8RKuTT/gPbAFbKU4vn9T26dw9D0oOSdwLnjbZ6tv0xPTyLt8v0Mem4N77wZcS2aD4sU573WMw+7A2H8iSlEOznmvg1I5Z/DRvs15evVB+n20jgizkUf7NqNR7VB255zjviV72HJ3PwDGtUokp8TO+K+0RU2jW9ZlXCtt8YXLq/DyhqPklNjRyxKNa4fy1oj2xIZqw+hZJXae+PkA5+wu4kLNTOnWhCuTa9eYP86VX2AaehvWKe+g2stwrvxc6/lLbIp5wgPYXtPu17NnLVJEDJbbnwPAvW89nj0VUwgUL84FszBefRvGPtegnM3FuWCW796NvcYiWUKx3Py0L13PgS24Vn5OdZ548D6eeOENeg+bSK1a4Tzx4H00bpjMrr0H+MeDT7Bj9SIA9u4/xFsffo7dbicyohZX9e3J5Dtu9MXzyrMzeez51+g2eDwJcTG8/txjREVGaHmUc4ZH//kqxedKiI+N5v5/3EL3KzrWmEeu7duxffMNkW+8oe1TuGEDZZ995rte+7PPKP/qKxyrVwMQ/eWX6OK1dhb56qsAFE6c6FtQYu7RA7WsDPeePVQn/KGHsFRZ2Rw6aRIl//pXjdoEAsH/HpJadamc4C/lwl2Xdlr/KlTb7x/+/rMxtLn00N5fiWoPnD5wOZFqR15uCX6oFwKnOlxujHc8dbkl+FE87tZLG/3FxFXZy1AgEPxvI8YOBAKBQCAQCAT/G3/m7uzZs75taqoycOBA7rvvvsugSCAQCAQCgeDvxf+EU1i7dm1++OGHSxsKBAKBQCAQ/I8iho8FAoFAIBAIBMIpFAgEAoFAIBAIp1AgEAgEAoFAgHAKBQKBQCAQCAQIp1AgEAgEAoFAgHAKBQKBQCAQCAQIp1AgEAgEAoFAgHAKBQKBQCAQCAQIp1AgEAgEAoFAAEiqqqqXW8T/Knm9+lxuCX5YGv29/sCNvk7k5Zbgh9ww+XJL8EM9d/5ySwhAdbsvtwR/nK7LrcAPKcRyuSX44U3PvdwSAgj74KfLLUEg+J9F9BQKgL+fQyj47+Nv5xAKBAKB4HchnEKBQCAQCAQCgXAKBQKBQCAQCATCKRQIBAKBQCAQIJxCgUAgEAgEAgHCKRQIBAKBQCAQIJxCgUAgEAgEAgHCKRQIBAKBQCAQIJxCgUAgEAgEAgHCKRQIBAKBQCAQIJxCgUAgEAgEAgHCKRQIBAKBQCAQIJxCgUAgEAgEAgGgv9wCBJVYx48j5LrrkMwmHOvWc+H1N8DtDjTU64l48gkMKSnoEuIpnjIN1969vsuRL7+EoU0b32/JoMeTlcXZm2/VgjduTPjUKegbNUS12bEtWYKy+ZuAZIxXjcU0ZAKS0YR750bsX8wCTxA9gK55eyyTJiNHxeI9eQTbJy+jni3Q0o+ojeXGqeiatAKXE+fSr3CtW+YLW+uz1ahOO6jab/f2tdg/ez1oOvpuQzH0GoVkMOI5uBXXDx+B1xPUVm7YCtOI25FqRaNkH8e54F3U80UAGAbdgL5NdySzFdVejmfHKtzrF2l6aydgvHoSunopIMl4c07gWvaZX9wldhdP/7SP1NOFRFqMTO7VjCEtEgM0qKrKrPWHWZSWCcDoNvWY2rs5kiQB4FVU3t98lB/SMil3eUiKDOGjid0INxtYciCLb3adIvNcOSFGPVe3qMvkXs3Qy0G+5cwhGAfdhK5+S1R7Ge4NC/Ae2R40Xwy9xqJv3RMAz/6NuDcs8F0zDpyEnJSCFBmL66c5eA9uqQw34Ab0LbpWyWAdKF7sb90XNB3MIZiG3IauQStUeymudd/jPbQ1uKY+12Bo1xsA9971uNfNq0wmth7GIbchRyegFJ3B9eMnKAVafsr1mmHsMQo5LhnVUY79/QeDa6mCvuvVGHqM0OrQoe24ln1Scx1q0BLT0Fsq6tAJnIs/QC3R6pCuZVcMXa9Gjk9GyUnHMeef/oElCUPf8ejb90EymlGK83F+/wo47b78MQ6+BV1yS1R7Ke6NC/Ae3hY8f3qNQ9+mFwCetA24N8z3XTNedVNlma34DO/Bzb5rumZdMHQfhRQSDh4P3lP7cf3yFbgcNeaPof9ojFeNRzKa8OzehOObd2pu9yntMF17L3JUDN5TR3F8/hpqsdburU/ORo6KrRKxEe/BHdjfexqAsA9+QnU6QNUavnvnepxz36xRl0Ag+PMRTuF/wDPPPENqaipGoxGr1cpjjz1G69at/624jJ07E3L9dZybNh1vURGRzz9H6K23UDb7w6D2rv37Kf9+PhHPPh1w7dzDj/j9jpr1Js7du32/I558HMeGjRRPnYYuPp6od9/GUX4az95Un42+VSdMQyZS/vKDKOfPEjL5GUyjbsI5/+OA9KTQcELuexrbZ6/h2ZuKecwtWO9+gvLnJgNgvXMm3qx0bO8+g1wnmZCHX8Wbl4X3yD5fHGVP3oVSkPureaRr3BZj71HYP3kG9cI5zNc/hKH/BNw/fxVobA3DfP1DOBe9j/fILgwDJmKacD+O2Y8B4Nm1Bvea78HtRAqPwnzz4yiFOXgPbUeyhOA9vBPngvfAacfQbxzmGx7GueQNX/QvrtqPQZZZc+9VHC0oYfL87TSNrUXj6DA/GQv2ZbD2eB7zbtEcnrvnbaVuLSvj29cH4P3NR9mXU8znN/QgIdxCelEpJr3m9DncXh7q15LWdSIptjmZtnAHX2xP59auTQJu19j/OvB6sb83HTk2CdOYKTgKs1HP+uepvk0vdI3b4/j8GUDFNH46akkRnn3rAVAKs/Ec3YGh17iANNyr5+JePbcyzcG3+F7owTANuhG8HmxvTUaOq4d5/HTsBVmoRTn+mtr1Qd+0A/ZPHgcVzNc+hFpSiGfPWpB1mMZNxb3jZzy7f0Hfvi+mcVOxf/AwKF5wu/CkbQC9EcOVw2rUchFdozYYe4zE/vlzqKXnME+cjqHvONyrvw00toZhnjAd55IP8R7bjaHveEzjp+D4+EkAzfneugI5ug66Bi0Dghv6jkeX1BTHx0+ilhQhxSb6OVfGATeA14P9vWnIsfUwjZ2KoyArsMza9kbXpAOOOU+hldmDFWW2DgClMAvPke0Yeo8P0KDkHMfx9QtgLwODCeNVN2LoMQb3mq+D50+LjhgHXYP9jRkoJWex/ONJjMNuwLX4swBbKSQcyz+ewPHlm3jStmIacROW22die/l+AGzP3uVnH/LcHNy7NvqdK3/ubtTCM0G1CASCvx4xfPwf0KtXL5YuXcqSJUu46667uP/++//tuCyDB2Ff/iOe06dRy8oo+/wLLIMHBzf2eLB9Px/3/v3gVX41Xl18PIY2rXGs/NnvnH3ValAUvLm5uNP2o6tb3y+coftVuDauQMnNAFsZjiVzMfa4Kmga+o498eaexrNzA3jcOBZ/gS6pIXJ8EpjM6Ju3w7nsa/B6UbJO4tm5EWPPGu7tV9B36IN75xrUgmxwlONaOx99hz7BbVtegZKfhffAVvC4cf8yDzmhPlJ0HQDUolxwOysDqCpy7XgAlOwTeHat0V6kihf35uXIMXXBZAXA7vKw+tgZ7u2ZgtWop31ibXo3jmP5wewAHUsOZDOpcyPiwizEhVmY1LkRSw5kAXDB4eKrnSd5clBb6tSyIkkSjWPCMel1AFzTvj4dkmpj0MnEhVkY0qIue3POBd6swYiuaUfcmxeD24mScwLviX3oW1wZYKpr2Q33zp9Ry86hlp3HveNndC27+a579q5FyTxSY89Q9TQ9VXoSA66ndMK1cYGmKfs43hN70LfqFmCqb90D9/afUEvPoZadw73tJ/Ste2h6k5uDrMOzYyV4PXh2rgIkdPVbAKCcOYnnwBaU8wW/rvdiWu164d6zFrWwog6tX4i+oocywLZ5Z5TCbLyHtml1aN0C5LhkXx1STh7Ae3ArammQMjGHYOh6Nc4lH/p6FtWC7MoeyYtltmlRRZkdx3tiL/qWgfmja9kd946VlWW2cyW6Vt191z171qBkHg5aZmrpOa0e+06oyJGxAXYXMXQdgHvzSpQzWrt3Lf8aw5UDg+dP++4ouRl4dm8Ejxvnsi+RExsixwX2mOuatEYKDcezZ1ONaQsEgsvPn9pTaLfbeeSRRzhx4gR6vZ4GDRowa9YsPvzwQ5YsWQJA69atefzxxwkJCeHtt9/m5MmTlJWVcfr0aVq2bMmdd97Jv/71L3Jzcxk4cCCPPKL1gn366acsX74cr9eLyWTi6aefpnnz5jVqefvttzl16hSlpaVkZWVRr149Zs2ahcViITU1lTfffBOn04nX6+Uf//gHQ4cOBWDSpEk0a9aMPXv2UFJSwtVXX8306dMB6Nu3ry/+du3akZeXh6IoyMGG9y6BvkF9nJsrh33c6enoakchhYejXrjwu+O7iHnQVbjT9uPNy/OdK/9+PpbBgyj7+BN0depgaNkS+wff+4XT1UnGs6fyha9kpSPXikIKCUct99ejq5uMN/Nk5QmXA6UgF7lufZSK4VqQKq9LErq6DfziCJnxOsgy3hMHsX/zAerZ/IB7kWITUQ7vqNSUl4EcFgGWUP8XHyDHJqHkZVSecDtRi/OQ45LwFmk9MYZeozD0GYtk0ob2PPuCv7B09ZujlJ4Dpw2AjHPl6GWJ5KhQn03T2FrsyjobEPZkUSkpseGVdjHhpBeVAnC8sBSdLLH62Bnm7jxJiFHPdR0bMLFDg4B4AHZlnaVRtZ5IACkyDhQv6rnKPFMKs9AlpQTYytF1UAuyfL/Vwizk6LpB0/s1dE06otpKUbKPBb0uR8VrmoorNXnzs7Qh+QBNdX3DwQBKQaZPkxRdF6WKXtDuTYquCyf3/27dUkwiypGdlXHlZyKHRgSvQzGJgXXoXD5yTKKvDtWEHJcEihd9iyvQXzkEnHbcW1fgPaTVMSkyPniZJdZQZoVVyqzg95WZXLcJprFTkUxWVJcT5w/v1GxbJxnPvsoRAyX7JHKtKAgJg/LSAFtvdtV270QpPINcJxkl3/8DydB1AJ49m8Hl9DtvfeBVkCS8Jw/jnP9h0HYvEAj+Ov5Up3DTpk2Ul5fz448/AlBSUsL69etZsmQJ3377LSEhITzyyCO89957PPTQQwAcPHiQBQsWYLVaGT16NK+99hoff/wxHo+H/v37M2HCBOrXr8+oUaO49VZtjtyWLVt46qmnmDdvXo1aAA4cOMD8+fMJCwvjtttuY+nSpVxzzTW0aNGCr7/+Gp1OR1FREWPGjKFHjx7UqlULgPT0dL799lucTicTJ06kffv2fg4hwFdffUWfPn3+LYcQQLJYUMrKfb/VMu0FJVuteP8Dp9AyaBDlX3zpd86ZmkqtRx8lZMIEJL2Oss/m4D111D+g2YJqq6LHXu47TzWnUDJZUEpL/M6p9nIkswUcdjzHDmAacQOO72Yj101G37EHahX7shfvx5t+GIwmzGNvIWTac5Q95T/0BCAZzeCwVZ6oOJZMFtRqL3SM5gDnVXXYkIwW32/3hsW4NyxGTqiPrkUX1KpxX0wzPArjiNtx/fi575zN5SHEZPCzCzXpKXcFzkuzuT2EmvR+dja3F1VVyS+1U+b0kFFcxvI7+5N5rpy7vkslOSqUK+vH+MWzOC2TQ3klPDW4baBGgzlgjpjqtIPRHGCLwYzqsvvZScHsLoG+ZTe8h1JrNjCYNQ1VcdqCp2U0ozqqaTJp5SQZTT5n/JLx/AYko7lyTh9UqUPm4HXIFqQOmS6dthQehWQOQaqdgP3NKUi1E7Dc+BjO8mKUjENIBtPvK7MqeaD+zvtXco5jf+s+pNAI9G16+3oug+o2mSvbOpXtXjJbUas5hZgsqKXn/c85ysFsrabfhL5DD+zvP+N32vbqg3hPHQGjCdPIm7Dc8wy25+/5zfclEAj+eP5Up7BZs2akp6fzzDPP0KVLF/r06UNqaipDhgwhNFTrZbnmmmt44YUXfGF69OhBWJjWG5KSkkKzZs0wGo0YjUYaNGhAZmYm9evX58CBA8yePZuSkhIkSeL06dOX1NOjRw/Cw7VemzZt2pCZqfVOFBcX8+ijj5KRkYFOp6OkpIRTp07Rrl07AEaNGoVer0ev1zNkyBC2bt3q5xQuX76cpUuX8tVXQea2/QqxP60AwJ2Whmq3I4dUPkylkBAAFFugo/JbMbRujRwVhWP9+sp4w8KIfOVlLrw5C8fqX5Cjooh49hlonIChc8VE9mP7wWFHslTRY9b04Kj2oqfiJW7xfxFIlhDfi9724QtYbphC2OvfoBScwZ36C7q6yT5b77GKHh+7B8dX7xH+/g/IdZLRtW6FaaTmHHozDqO6HGCqdOouHgc4HwAuh+aUVtVksvo5RBdRzpxG16Qdxv4TcK2odP6whmO+5Qk821biTduM3FDTbDXqKXf6D9WVOz2EGAObk9Wgp6yKs1ju8mA16JAkCXPFMPGd3ZpiNuhoGhvOoOZ12JSe7+cUrjl+hrc2HGb2hCuJtJoC0lDdjgBnQjJZgi8mcDuQjBZ8MwFNFi1ffwdSWBRyUgqunz+v2cjt8Dl2PmpKy6XZXtQkmSy+MlVdTv8yBzD+ds261t0xDb8dAG/GkV+pQzXpqlavTZbgttVxu7T/1i8Ejxs1PxPPgVR0DdugZBxCdTsDy8z455UZgFp2Hu+p/ZiG/wPHF5qDpu/SF/N1UwDwnjiA6nT4t+WK42AfTARp95it/h9uaMPMqq0M77E0v/PeEwe0A7sH53cfEPrmQuT4er/7vgQCwR/Hn+oUJiUlsWzZMrZu3cqGDRt444036Nev36+GMZkqX3o6nS7gt9frxeVyMXXqVObOnUvLli3Jz8+nV69el9RTPS6nUxvKePrpp+nXrx/vvPMOkiQxaNAg37VLsWrVKt544w3mzJlDdHT0bwpzkYLBV/uOaz3xOPpGjWDtOgAMjRvhPVv8Hw0dWwYPwrlhA6q90hHS1akDiuKbY6gUFuJYswZLz05cuHt4Zdi7HkVOagg7NIdSrtcQpaQ4oPcNwJuTgbF7lXlHRjNyTAJKzmkA1LMF2GY97he3p3rPZFUq3n7efZuwVRnSNV0zFTmhPt4DWg+VnFAfpfR8wLAfgFKQhb59lbliBhNSVBxKflaArRaZjFQ7rvK3OQTzLY/jObwT97qFfqbJkSF4FJWM4jLfEPKxwgtBh3YbRodxrOACrRMiNbuCSrsmMdoHilR1ZL3qMDuw+WQB//wpjbfGdfHZV0c9lw+yDikiFrVibp0ck4gSZIhTKcpFikmEvFNV7HIC7H4NXYsrUXJO/GqPk1Kcp2mKjPMNkcqx9YKmpRTlaMP9Z05W2CX57NSiHOQu/vNP5dgkPLt/+U1avfs3Y9tfOS3DNPY+5Lh6eA9qq6Dl+GSUsvPB61BhNvq2VZ4rF+tQYeDc0YCw+ReHw6suxFG5OI1CPZcXWGaxSShnayiz2KQqZZb0u8vMh6xDiqj84PBsX0vZ9rW+3+ZbH0FObAgVC0J0iVq7rz50DKDkZmC4ckDlCaNJa/e5GX52hisH4N66+tLaVNW/MQgEgr+cP3WhSV5eHjqdjgEDBjBz5kyKi4tp0aIFK1asoKysDFVVmT9/Pt26BU6u/jVcLhcej4eEhAQAvv46+Eq630ppaSl169ZFkiQ2b95MRob/Q23JkiV4PB5sNhsrVqyga1dtW461a9fy4osv8sknn5CYGDi5+vdgX/kzlqFD0SUnI4WGEnLjJOw//VRzAIMBjMaKY33l8UWMRsx9+wTE4c3KAiTMA/qDJCFHRWHu29d/bhDg3rwKY6+rkevUA0sI5uHX49r0M8Hw7N6Erm4D9B17gt6AeeQNeLNPoeRpDpicUE8bdtbpMVzZH33LjrhWaltqyHWSkZMagSSDyYx54l0o54pQzmQGprNnPfqO/TSnxmzF2Gcsnt3rgms6uB05rh66lleA3oCh3ziUvAxtgYkkoe88ACp6P+XExui7DsabXtFjabJgvuVxlMyjQVc2W4x6+jdN4P1NR7G7POzJLmbd8TyGtgysA8NbJjJ3x0nyS+0UlDr4Ykc6I1olAZAUGUKHxCg+Tj2Oy+Pl5NlSfjqSQ6/GmnO6PaOIR5ft5tVRnXxOZVDcLrzHd2PoPhIMRuQ6jdE1bocnyPCu91Aqhk5XIYVGIIXUwtDpKr9tZ5B1oNNrL+eLx9UcVX3LK/FU2fakRk1Hd2LsNUbTVLcJ+ibt8RwIXJjiObAZQ5fBSKGRSKERGLpcjWe/9jHgzTgMqoK+00DQ6dF31JwQ7+lDFaEl0BmQ5ArNOoOmuwY8+zai79AXKaauVod6jcazd31w28M7kGOT0DXvotWh3mNQ8jO1OgRaevqK9KoeA+q5ArwZhzH0HAU6PVJ0HfStrsSbvq8yf47twtBjdEX+VJRZkIU73oNbqpRZBIbOg/AeqJL/vjIDdP5lpmveFSksSpMbXhtDzzFantaAe+tqDN0GaW3WEoLx6mtxp64Knj97tyDXqY++fXfQGzAOvR4l+5TffEIpIhpd07a4U/2dQjkhWXM+K9q9adwdqOfPBm33AoHgr+NP7Sk8evQor732GgCKonDnnXcyYsQI8vLymDhxIgCtWrXi7rvv/l3xhoaGMmXKFMaNG0dERASDBg36j3Q+8MADPPPMM7z99tu0bt2alBT/yd4NGzZk4sSJvoUmF4eOZ86cicFgYMqUKT7bOXPmEBn5Ky/wGnBt3075N98QNesNJJMJx/oNlH1auQ1E7c8/o3zuVzhWaQ/XmLlfokvQVstGvfYqAIXXTPQtKDH37IFaVoZr9x6/dFSbjfNPPEHYXXcRPv1+VKcL55YtuJf5Oz+eAztw/vgdIQ+/hmQ04t65EefiyuHC0Oc+xrnsa9xb16CWllD+7jNYbrgP+c4Z2j6F7z/ns9W36oRp+HVIRhPejHRsr8/0zSmUakVimTQVOSoa1enAe+KQ1qvo9Qbkkff4Xtwbf8By+1OgN+I5uA33L9/5rlumvI5r/UK8+zaB7QKOr1/FNPw2pPFTULKO4/zuTZ+trsUVGK+6HnR61NJiPKkr8KRqw/n6Fl3QJTZGjk1E376PL4xz0auo5ecBeHRga55asZe+7/5MhNnAo1e1pnF0GLuzznLv/G2k3j8EgHHtkskusTH+M83xGN2mHuPaVQ6dvzi8A8/8tI/eb68kymri3h4pXJGs9eR8uOUYZU4P982v3LuuQ2IU746vsldgBa7VX2EcdDOWe95AtZfhWjUX9Wyub5HBxb0EPfvWI9WKwXyTNnzo2b/Rtx0NgGn8dN8CFV3dxjDoJhzfvYKSpfXsygkNkcIi8R7dyaVwrvwC09DbsE55B9VehnPl51rPX2JTzBMewPaaNjXAs2ctUkQMltu1OuPet17bjgZA8eJcMAvj1bdh7HMNytlcnAtmadvRAHK9FCzXz/SlGfLwx3gzDuP4+l9BNXlP7MO9eSmWm54AgwHPoe2411bu+We55xVcGxfj3b8ZbKU45r2BacjNSGPuRck5gXP+Wz5bfduemEZVPrtCHv8C9971uBZ/oN3//LcxjrwL6yMfoZaX4FrzvbZK2FdmczEOvgXLPbNQHWW4Vn1ZWWbj7sc+656KMluHFBGD+eZnq5TZuipl9gC6es0qyqwJDLoZx7cvoWQdRa5dB0PvcUimEFRnOcrJ/biq7HEYkD+HduH6eT6W+1/S9nHcsxnXssptiKxPzsb107d4tq9FLSvBPvs5TBPvwXzLw3hPH8X+iX++G67oj/fkYdQi/21npPAIzNdORoqsaPcnD2F770lfuQoEgsuDpKq/stGYgEmTJnHrrbcGLCz5I8jr1ecPj/PfxdLo77dlpb7O73eu/0wuzin8u6CeO3+5JfihBtto/XLjdF1uBX5IIZZLG/2FeNN/fRX15SDsg18ZIREIBH8qYp9CgUAgEAgEAsH/r79ocvbsWd82NVUZOHAg991Xw5/iugRffvnlpY0EAoFAIBAI/sv5f+UU1q5dmx9++OFyyxAIBAKBQCD4r0MMHwsEAoFAIBAIhFMoEAgEAoFAIBBOoUAgEAgEAoEA4RQKBAKBQCAQCBBOoUAgEAgEAoEA4RQKBAKBQCAQCBBOoUAgEAgEAoEA4RQKBAKBQCAQCBBOoUAgEAgEAoEA4RQKBAKBQCAQCABJVVX1cov4X0VvrHu5JfgoeaT75ZYQgDf33OWW4Ie+TaPLLcEPJa/wckvwx+253AoC0PX8m9XrwrzLrcCf8IjLrcAP3ZUjL7eEAIxJbS+3BIHgL0P0FAoEAoFAIBAIhFMoEAgEAoFAIBBOoUAgEAgEAoEA4RQKBAKBQCAQCBBOoUAgEAgEAoEA4RQKBAKBQCAQCBBOoUAgEAgEAoEA4RQKBAKBQCAQCBBOoUAgEAgEAoEA4RQKBAKBQCAQCBBOoUAgEAgEAoEA4RQKBAKBQCAQCAD95RYgqGTqlDt46MF7sFotLFi4nHvvm4nL5QpqO27ccJ568gES6yaQlZ3L40/8iyVLVvquP/vMw9x04zWEhoawd+8BJk99jEOHjvnCTp18O23btmTHjj30Hzg+aBr6K4di6DkSyWDEc3AbrqUfgdcT1FZu2ArTsNuQakWjZB/HufA91JIiAIyDJqFr3gkpNAL1QjHuDYvw7N0QmF67XpjG3odz8Qd4dq0Jmo5x4BiMV09AMppw79qI48u3wOMOaqtr3h7z9fchR8XiPXUE+6evoJ4tAECKqI35hinom7ZCdTpxLvsa9/pl2r3E1cU0/k50jVsgyTLeU8dwfP2uf+QmK8YBN6JLbo5qL8O9ZTHeozuC6jB0H42+ZXcAPAc34968qEJDLIYeY9ElNARZRsk/jWvdPNTz+ZVhrxyBrkU3JIMJpTAL19pvUIvPBE1HS2sYht6jkAwmPAdScS7+sMYy0zVqjWnEHUgR0XizjuOc/w7q+UItnwdPQt+2B5LZimovx739Z9zrFgbEoW/fG/M1U3AseA9P6sqA64aeIzD0HYNkNOFJ24Jzwfs162ncBtOYu5AiYvBmHsP53SzUc4X+RpZQQh55D6UwB/u7M30aTOPurrSRZCSjCdsb0/2ClticPP39RlKP5RAZYmLy1Z0Z0r5RgI4dJ3KZvXovR3KLCLOYWDFzgt/1d1fuYu3BDE4VnOf2fu24+6oOfte/2XyQLzccoMTmJDm6Fg+NuIL2DeID0imxu3j6pzRSM4qItBiZ3DOFIS3qBtipqsqsDUdYlJYFwOg2SUzt1QxJkgBo98pyzAYdUoX94GZ1eGpwGwAuONy8vOYgm09p+XhNu2Tu7t40IA1f/izeSuqJM0RaTUwe2I4hbRsE5s/JPGavO8CR3GLCLEZWPDDK73rOuTKeWrSVA9lFxNcKYcawTnRtlADAifzzvPbTbg7nFnPe5mTvP68PqsWn6UIZT772Pqm70ogID2PqbdcxtH+PALvPvlvCklXryc0vJLJWGBOGD+KWCSP8bOYu/JG5C5dTfP4C8bHRvPXsQ9RPrIOqqnz09SK+X7aK0nIbPbu056n77yQ0xPqr2gSC/4/8V/UUzpo1ix9//BGAbdu2sWnTpv8ovkmTJrF27dr/KI6UlBTKy8v/ozgArhrYm4cfuperBk+gYeMraNigHk8/9UBQ2zp14vlizls89NAzRNZOYcaM55j7xbvExNQGNKfv5psm0KffGGLiWrJ12y7mfPaWL/y54vPMevtjXn7lnRr16Bq3xdhrJI45z2J77V7kqFgM/a4JbmwNw3ztg7h++Q7bi7fizT2JacI032XV7cAx9yVsz9+Mc+G7GIfcjJxU7cVkDsHQazRKfmbNmlp2wnj1RGyvPkzpwzcgRydgGnljUFspNBzrPU/hXPw5pVPG4D19DMtdj/uuW+6YgVKUR+n912Cb9TjmsbegS2lbcT+hePamUvbYrZTefw3eU0ewTH7GL35j32tB8WD/6GFcKz/F2Pc6pKiEAB36Vj3RNWqL4+vncHz1HLoGbdC37qlpNFnxntqH/YunsH/0EEreaUzDK50bXZOO6Fp0w/n9q9hnT0c5cxLToFtqzp8m7TD0Ho3j42cof+kfyFFxGAdMDG5sDcN8w0M4V31D+T9vQslJx3xtpRPl3vkLttenUP7MJOwfPIq+XS90La/wj8McgrHPWLx5wctM17Q9hn5jccx+gvLnb0euHYdx0HU167lpBs6fvqL8yetRsk9gvuGhADPT0JtQCrL9znn2rKf8sYm+f86FH6AUnUHJSfeze3HRFgw6mTVPXscL1/bhhUWbOZF3LiANs9HAqM5NmDakS1CpSbXDmTakMz2bJQVc259ZwKwfd/LqpP5senYSo7o0ZfoXv+BVlADbF1cf1PTcM4AXhrbjhVUHOFFUGmC3YF8ma4/nM+/mnsy7uRcb0guYv88/z+fd1JPUaYNJnTbY5xACvLr2EA63lx/v7MfcG7qz/GAOi/dnBb2vF5ft0PQ8MpYXxnfnhaU7OJF/Pkj+6BnVoSHTBrUPGs/M7zfTLCGSdTPHcd+Atjz47UaKyx0A6GWZq1rV46lRVwQNW53n3/4Yg17Puu8/4l8zp/DcrI84cTpQv4rK84/cy+bFn/H+i4/xzQ8/sWLtZt/1BT/+wsIVa3j3+ZlsW/oF7z73CJHh4QAsWbWepas38OWsf7Lmu9k4nC5efOfT36RPIPj/xn+NU+j1epk6dSpDhgwBYPv27WzevPkSof57mDRpPJ/N+ZZDh45x/nwJz78wixsnBXfCEusmcP78BX5aqTm0P674hfJyG40a1gegQf0kNm/ZwalTmSiKwldfL6RF8ya+8L+s2cj8+UvJzc0PFj2g9b64d61FLcgGRzmudQvQt+8T3LZFF5SCLLwHt4LHjXvN98jx9ZGi6wDgXvM9alEuqCpK9gm8GUcCnELjwOtwb12Bagt8Kfpsug3EveknlNwMsJXhXPYVhu5XBdfUoQfe3NN4dm4AjxvnD1+iS2qIHJ8EJjP6Zu1wLfsavF6U7JO4d27E0HMwAMqpo7g3/QTlpeD14ly1EF1CPTCHVERuRNe4Pe7UJeB2ouSm4z25D33zwBedrnlX3LtXo5adRy0/j3vPKnTNr9TSyT+N9+AWcNpAUXDv+QU5Kt6XjhReGyU3HfVCEagqniPbgjqelffcB8/OX1AKsrQyWzMffccayqxlV5T8LLwHUsHjxrX6O+SEZKQYradKLcoFt7MygKog1/bv7TINvh5X6nKwXQieRqe+eLavQsnPAns5rlXz0HfqF9y29ZWanrQtmp6fv0GuU9+nB0BOboYcXw/3jl9qzAMt3X64d/l/7NldblYfOM29gzpiNRlo3yCe3i3qsXz3iYDwrevFMKxjExJrhwWNf0SnJvRoloTVZAi4lltcRqP4CFokRiNJEsM7NuZcuYPiMkc1PR5WHzvDvT2aYjXqaZ8YRe/GcSw/mBMQ55KD2Uzq3JC4MAtxYWYmdWrAkgPZAXbB2JCez81dGmEx6Khby8qoNkn8EMQptLs8rD6Uxb3922r5kxxL72Z1Wb7vVGD+JEYzrF1DEqNCA65lFF3gcG4xd/drg9mgZ0DLejSJi+CXg5oTWz8mnNEdG9MoNuKS2m12B6s2buO+WyZgtZjp0LoZfbp1YumqwFGGWyeMpEWThuh1Ohok1aFvt07sOXAUAEVReP/L+Tx89000Sk5EkiSS6sRTK1zTvz51F2MG9yM+NhqrxcxtE0fy07pU7A5nQDoCwf93/jCnMCUlhQ8++ICxY8fSv39/Vq6sHErat28fkyZNYsyYMYwZM4Z169YBWm/fmDFjfHZVf2/bto3hw4czc+ZMRo4cyYYNG5gxYwZz587l6NGjfPvttyxevJiRI0fy4YcfArB+/XomTpzImDFjmDBhAnv37v3N+svKynjssccYN24cw4cP57nnnsPr9QLw6aefMnbsWEaNGsWECRM4fPhwQHhFUXjhhReYPn16jUO+v0aLFinsSzvk+70v7SDx8bFERUUG2O7ctY8jR44zbNhAZFlmxIhBOJ0u0vZr4b+b9wMNGybTpElD9Ho9N04az8qf1/0uPVJsIkre6cr7y8tADosAS+CLQI5NQsnLqDzhdqIW5yHHBvakoDcg122EWlD5YpLrNkKu2xDPjlW/qkmum4w3q7L3R8lKR64VhRQS+PKW69ZHyTpZecLlQCnMRa6bDBXDbr7/K451desHTVfftDXK+bPg0HqEpcg4UBTU8wWVWopykKPqBOqoXQe1sPIFrhZmI9cOtAPQ1W2CWl7iS8d7bCdyrWikiFiQZfTNr8SbcTBoWAA5LgnlzGnfb++Z08hhkWANUmZxSShn/MtMOZvvV2aG3qMJeXouITM/QjKa8ezdWBk+sTFy3UZ4tv1cs574eii5VfTknkIOjwRrkPKKr4eSW8UBcTlRzuYhx9fTfksyptF34lz0IahqjWlKkTHoGrbAU80pzCgsQS9LJMfU8p1rmlCb9PzAnsL/hO7NElEUlf2ZBXgVhcU7jpFSJ4roMIu/nnPlmp4qjlXTmDDSzwZ+FJ0sKiMlpjLPmsaGk16tR/G2b1Lp/+5qpi/eSU6Jze9a1dxSVTVob2RG0QVNT3R4ZTrxkaQXlPym+75IekEJiZGhhFRxmP+deAAyss+g1+mon1jZXlIaJpOeEbyn8yKqqrJ7/xEa108EIL+wmPzCs5w4ncWAa+9m8A338u7n81Cq9N6qVXJJVVVcbjeZOTVP0xAI/r/yh84pDA0NZcGCBezatYtp06YxaNAgLly4wFNPPcWHH35IbGwsBQUFjBs3jmXLll0yvhMnTvDss8/Svr02THHR0UxJSWHixInYbDYeeeQRADIzM3nvvff45JNPCA0N5fjx49xxxx0+B/RSvPjii3Tu3Jnnn38eRVF48MEHWbBgAddccw2jRo3i1ltvBWDLli089dRTzJs3zxfW6XQyc+ZM6taty2uvveab6/N7CA2xcqGksselpER7cIeFhVBc7P/iUhSFL+fOZ+4X72I2m3C53Ey89i5sNjsAZ84UsHnzdg4f3IjH4yErK5eBg2oY+q0ByWgGR5WXS8WxZLKg2sv8jY1m1HL/3iLVYUMymQPiNY64EyUvA++JfRUJSRiH345r2ae/+rKvTLtyqN53bLZqvXp+tmbUUv8XkWqzIZmt4LDjOX4A0/Drccz7ELlOMoaOPVBKA19cUmQ05usn4/huduU5gwlcdv+4nXYwBt4vBhNqFVvV5dDytno6oREY+l6La8P3lbblJXhz07Hc9Cyq4kUtPYdz4RtBcqYiDqMZ1RmkzIwWVFtZoG21MsNhQzJVOi/u9Ytwr1+EnNAAfcsuqBfrgyRjGnkHziUf/7qDZjSjOqpMrahah6r1CAfVY6/UY+gxDCXzGEpOOnJCco1p6jv2RTl1CLW4wO+8zeUhxGT0OxdqNlDuDD4f9d8lxGSgf+v63PLeMlQgzGzkndsGBTwTbG4vIUb/nsZQk4FyV+B8S5vbQ2gVJyvUZMDm9qKqKpIk8cnErrSpE4nd7eXdTUeZsnAH393UE70s061+DJ9tO8E/h7TjbLmTH/Zn4/AEDmVr+VNNj9n4u/PH5nITag68r4JSew0hfiUuh4MQq78zHRpipdzmqCGExntffI+iqowa1BeA/KKzAGzZuY+FH71KaVk5dz3yPHHRUYwbOoDundvx2XdLGNT7SsJDQ/n0ux8AsDt//8e9QPDfzh/qFF4c2m3Xrh0FBQU4nU727NlDdnY2d9xxh89OkiQyMjJqisZHcnKyzyG8FBs3biQzM5Prr6+cuOzxeCgqKiI6OvqS4desWUNaWhqfffYZAA6Hg7i4OAAOHDjA7NmzKSkpQZIkTp8+7Rf29ttvZ+jQodx2222/SetFzhdrCz82bdpGWbmNsPDK3oDwiuPS0sD5iv379eRfLz5O/wHj2L1nPx07tGHRws8YNmIS+/Yd5InH76dzp3YkN+hEXl4B1183llUr59GmXV/s9uAPVF2bHphG3AmAN+MwqsuhOVsXqXg5q84gD3eXw8+ZALQFCk7/tAyDbkCOTcLxWeX8PH2XQSh5mSjZxwOi1V/RD8uN0zRNx/ejOu2aU1clDcDfea1AdTqQLP4TxSWL1efY2D96EfP1kwl99WvUwjO4Un8J6CmUQmthnf4vXGuX4tm+Fn0bbVGC6naCsdr9Gs3gCpK3bqfmlF38bTRreVsVSyimUVPxpK3He2yn77ThiqHIccnYP5mBWn4BXbMrMI25H8fcZ8DjRt+uJ6ZRd2n5c1orM8lU5Z7NFWXmCiwz1eVAMvvfA2ZL0PJVzpxCbdoO48CJuJbPwdB1EEpeBkqWf5lVXfDhPXWoIo2qerTjYGn8mh4pPApDz2EBC0eCYejYF9ea+QHnrUY95dVe8uUOd4Aj9J+yaPsxfthxnAUPjCWpdjipx3OY8tnPfDt1FLG1Qir1GHSUu/wdrnKXhxBj4CPZatBTVsVZLHd6sBp0PkezY5I2l9igk3m4X0u6v7WSU2fLaBITziP9W/KvXw4y4qN11LIYGNy8Dj8dzg1Mw6gPcADLnb8/f6zGQEe73OkOel+XjMtsptzmX1fKbXZCrEE+vir4evFPLF21njlvPIuxwuk2GbWPgVsmjCQ8NITw0BDGDxvAxu17GDd0AKMH9yWv8Cy3PvAMHq+Xm8YNY13qLuKjo363ZoHgv50/1Ck0mUwA6HQ6QHPKVFUlJSWFr776KsB+586dqFV6GpxO/zkcVuvvW/3Vs2dPXn755d8rG9CGDN577z2SkvyHPF0uF1OnTmXu3Lm0bNmS/Px8evXq5WdzxRVXsHHjRq677joslmovtl8hIqpyXt2XX7xD2zYtmD9/KQBt27QgL68goJcQoG3bFmzctJVdu9MAbTh5+4499O/Xg337DtK2TUvmfb+EnIrhjy++nMfrrz1Ni+ZNfWGq403bhC2tcuGOafwU5Phkbc4ZIMcno5Seh+q9hIBSkIW+Xe/KEwYTUmScNrft4ql+49E3aYf9k6ehilOga9QaXf3m6Jpqzr9kCcWY0AA5vj72j16jdFvlKmTLHTPRJTXS5gkCclIjlJJi1PLA4TAl5zSGblXmGxrNyDEJKDnax4h6tgD7W0/4xe09eaTS3hqK9YF/4dmbimv5135xq+fyQZaRImJ9Q8hyTCJKceDLVjmbixSdCPmnNbvoRJSzVexMVsyjpuA9tQ/PjhV+YeWYRLzHd6GWnQfAezgVY+/xyFEJKAWZePZu9BvSNU2YhpxQH/Zv0fI2vj5K6TmwBSmz/CwMHfpUnjCYkKPi/crMX4yMHKV9JOkatUHXsAW6FG3VrWQJxVSnAe5d6yh/rHJhi+m66cgJDWCfNvdXV6c+yoVzEGTeqJKXiaHqfEOjCbl2AkpeJnJSE6SwSKwPaQujJIMRDEasT87B9s9bQdV6vuT6zZBqReFJ2xIQf3JMLTyKSkZhiW8I+diZYhrFBU7P+E84euYsvZon+dLonpJIdJiVfRkFDGxTuZI3OTJE03OunORIzVk8VnCBRkHmMTaMDuVYwQVaJ0RodoUXaBQdfL4jgERlB24ti5EXh1V+WL+14QitKuKpSnJ0uKbn7AWSa2tDyMfOnKNRbK0A21+jUWwtss+V+TmUx/LOcXWb+r8rHoDkxAQ8Xi8Z2WdITtTm0h5Nz6BRcpBpKcCiFWv45NvFzHn9GeIrFt0B1E+qg8Gg95stUvWHLMvce9M13HuTNpqyZec+YqOjiBVOoeB/kD99oUn79u3JyMhg69atvnNpaWmoqkpSUhJZWVmUlJSgqirLly//zfGGhoZSWlr5cunevTsbN27k+PHK3ou0tOAOUDD69evHhx9+6JtHWFxcTFZWFi6XC4/HQ0KC9lD6+uuvA8Led999dOvWjdtuu42yssAX8G9h7tz53HLzRJo3b0KtWuE8OnMqX3w5L6jtzp376NH9Ctq2bQlAu3Yt6dH9Cvbv1+Y67ty1l3FjhxEbq012v/76sRgMBk6knwa0h6DJZEKv1/uOkXV+aXj2rEffoZ820d9sxdhnLJ4964Lq8RzajhxXD12LK0BvwNB3HEp+hrZYATD0GoW+TQ8cc/4Z4FQ6F76L/a37cbz3EI73HkLJTce19ntcq78JSMeVugpDz8HICfXAEoJp2HW4Nwef0+bZvRld3froO/YAvQHTiBvwZp9CydOcHjmhntaTptNj6NofXcuOuH5eoAU2Wwm5/0W8xw/iXPBJkMhdeE/swdB1OOiNyAmN0DVsi+fwtgBT75GtGDr0RwqJQAqphaHDALyHNUcboxnTqCl4z5zEvXlxYNj8DHRNOlTMwZPQNbsCZB3K+cIAWwDPnnXoO/VDik0EsxVDv3F4dq0LbntoG3J8ErqWXUFvwNh/PEpeBmphDkgS+i4DfQte5MTGGLpejTd9PwCO+W9je30q9rcexP7Wgyg56bh++R7Xirn+aexai77LAKS4JG11+YBr8OwMvtWQ58BW5Ph66FpfqekZOAHlzGnUwhy8R3Zhe+EO7G9Mw/7GNFwrv0bJPYX9jWk+hxDA0KkfnrRUv4+Oi1iMBvq3Sub9n3djd7nZczqfdYcyGNqhcYCtoqg43R48XgVU7djt8fquu70KTrcHRVXxKtrxxdXFLRNj2Hgki+yzF1BVldRjOWQWldA43t/5tBj19G8az/ubjmF3ediTXcy6E/kMbRm4Jc3wlonM3XmS/FIHBWUOvthxkhGttPlyJ4pKOZJfgldRsbk8vLbuELGhZhrU1uYqZp0r57zdhVdR2XSygIVpmdx+ZeA9W4x6+jdP4v1f0jQ9GQWsO5LN0CBb0mj5462SP15f/iRHh5MSH8nstftxur2sOZTFsfzz9G+pzQ1VL9p7tfxyur24quRtVawWMwN6XMG7n3+Hze5gz4EjrN2yg+EDewXYLvtlI7M+/YaPXnqcpDpx/vdmNjG4dzc++24J5TY7eYVnmb98Nb27dgS0bW+ycvNQVZX0jGxe+eAL/nHDOGT5v2YdpkDwhyGp6iUmcv1GUlJS2L17NyEhIQG/09LSeOWVVygpKcHtdpOUlMQHH3yALMu8++67LFy4kOjoaDp37syWLVtYuHAh27Zt46WXXmLhwsq90WbMmEGrVq244YYbyMrK4r777gNg6NCh3HnnnWzatIm33noLh8OB2+2mQ4cOPP/88zVqnjRpErfeeit9+/alrKyMV155hV27diFJEgaDgUcffZROnTrx0Ucf8c033xAREcGgQYN4/fXXOXr0aMB9fvHFFyxZsoSPP/6YiIiIS+aZ3uj/Apg29U4eevAeLBYzCxf9yD33zvAtWtm3dw3/eultvvlG2+PunrtvZsrk24mLi6Gw8Czvf/A5b7ypzXszmUy88vKTjB51NSEhVk6kn+aJJ/7lW2xy46Rr+PQT/7lp7t3rcC16z19ft6EYe44EvRHPoW24llTuU2iZ/Bqu9YvwVvQuyg1bYxp2K1JETOU+hRXOS8g/56F63OCt8mLdsAj3hkUBeWK+9Sk8+zbi2bUGb25gL6nxqrEYB09AMhpx79qE48tZvn0KQ579COfyb/BU9C769imsHYf35MV9CrUV18YBozEOuw7JaMKbmY7jm/dRMrThfEO3gVhue1gb5qzSOhxfP4taWqHJZMU48EZ09ZqjOspxb16E9+gO5DqNMY28D/v703zhDN3HoG9VsU/hgc24Ny+s0NcV01U3a8PRVZqhY+4zWjo6PYae49A3bg96I2pJIa4ti1EytAVFSl6gc2joMRxDr1Ha3pIHtuJcPLuyzKa9iXvdAl/voq5RG0wjbkeKjEbJOo7j+4p9CiUJ882PoUtsDDo9auk53LvWBt2nEMByxzO492wIvk9hrxEY+o7V9OxPxTn/vUo9D76N+5f5ePas1/Q0aYtp9J1IkTEomcdwfPsW6rmCgDj1nfphuGKgb59C7aSBkKfm4Pj8JbwnKj8GdT27+45LbE6e+n4DW4/lEhFiYkrFPoW7T+Vx7ycrSX3uJgB2pJ/hjtk/+qXZsWE8n/xjKABPfLeBpbv8h86fuaYnIzs1RVVV3v95N0t2HeeCzUVchJXb+rZlWMeK1f+FeZV67C6e+imNrRlFRJgNTOnVjCEt6rI7u5h7528ndZq2Gl5VVd5cf4RFFauGR7dOYlpvbZ/C7RlFPL/qAPllDiwGHW3rRHJ/n+a+3seVR3J5dc0hSp1u6kWGMq13M7o1iKkUHh7hnz+LtrI1/QwRVhNTKvYp3H26gHu/XEvqE9p+jTtO5XPHp6v986d+LJ/cNhDQ9il8cmEqB7LPEl/LyszhnX37FOacK2Po6z/4hU2ICPHtdai7cqTftZILZTzx6nts3b2fWmGhTLv9eob278Gu/Ye5e+YLbF/2JQCDb7iX/MJiDIbKwa9hA3ry5DRtSkxZuY1n3viQDdt2ExYawtgh/fnHDWO16UDZuUx+/CXyCs8SWSuc68cM4aZxw3zxGJPaIhD8r/CHOYWC3091p/ByUvJI90sb/cUEcwovJxfnFP5dCOYUXlbcwTelvpxUdQr/FlRxCv8WVHEK/w5Udwr/DginUPC/hOgfFwgEAoFAIBD8//8zd+vXr+f1118POD99+nR69+4dJIRAIBAIBALB/x7/753C3r17C+dPIBAIBAKB4BKI4WOBQCAQCAQCgXAKBQKBQCAQCATCKRQIBAKBQCAQIJxCgUAgEAgEAgHCKRQIBAKBQCAQIJxCgUAgEAgEAgHCKRQIBAKBQCAQIJxCgUAgEAgEAgHCKRQIBAKBQCAQIJxCgUAgEAgEAgEgqaqqXm4R/6sUj/z7/Pk9Xfjf7y8e6uLDL7cEP3Qd2lxuCX54Unddbgl+6K/seLklBKAcPnq5JfhjMV1uBX5ItaMutwQ/pLrJl1uCP2br5VYQFEv/Oy+3BMH/U0RPoUAgEAgEAoFAOIUCgUAgEAgEAuEUCgQCgUAgEAgQTqFAIBAIBAKBAOEUCgQCgUAgEAgQTqFAIBAIBAKBAOEUCgQCgUAgEAgQTqFAIBAIBAKBAOEUCgQCgUAgEAgQTqFAIBAIBAKBAOEUCgQCgUAgEAgQTqFAIBAIBAKBANBfbgGCSkwjxmMZcy2SyYxry3rK338dPO5AQ72e0AeeQNcoBV1cAhcem4rnwF6/eMxDxyCH10J12HFtWoPtsw9A8fpH07It4S+8hX3eF7iWfh6QjHHwWExDJyKZTLi3b8A+Z1ZwPTo91nseQ9egKXJMPGXPT8d7ZJ+fiXnCHRh6DwHAvf5HHN99BIAcn4h54p3omrQEWcZ78iiOL99BycsOmkeGnsMx9B2NZDDhSUvFufAD8HqC2uoat8Y0+k6kiBi8mcdwfvc26vlCfyNLKCEPv4NSmIv9vUcBkGITMU+cilw7HgBvTjrOxR/7BSuxOXl6yXZS0/OItJqY3L8NQ9rUD9CgqiqzVu9j0e6TAIzu0JCpA9oiSRIA64/m8NbqNHLPl9MkrhZPjehCo9haAJzIP89rP+/lcG4x5+0u9j49Meh9+uVPn5EYB4xDMprw7N2MY9674Kkhf5q2xTT+H8iRMXgzjuGY+wbquUL/6yNvQY5NRLWX4Vz0MZ49m/zi0Hfuh2XSdBzfvIXK2T8lj7afzOf1n/eSVVxKhNXELT2aM65TY1/YjzceYsHOdEodLno0qcMTwzsTajbUmEf6K4dg6DECyWDEc2gbrqWf1FiH5IatMA29BalWNErOCZwL30ctKdLyp2VXDFcOQY5PRslJx/HZs/75m9IB44BrkSJiUPIzcf4wG7WsqNLAHIJpyG3oGrRCtZfiWvc93kNbg+ow9LkGQ7veALj3rse9bl6lxth6GIfchhydgFJ0BtePn6AUZFa7ER2W254Doxn7u/cHTaPE7uKZn/eTerqICIuBKT1TuLp53QA7VVV5a+NRFu3PAmB06ySm9EzxlVf7137ErNdR8ZNBKQk8NagNAHN3neLbPac5b3djMegYlJLAtN7N0MvB+ydKyh08/d06Uo9lERliZvKQKxjSsWmA3Y7jOcz+eSdHcooIs5hY8cQNftdvf/cH0vOKcXm81I0K5+6rO9O3VQPf9R93HePtH7dxrtxB16aJPDOhL7VCzEH02Hl67s+kHj5NZKiFySN7MqRz80A9RzOZ/eNWjmTlE2Y1s+K5O/yuX/34RxSX2pBlLZPaNqjDB1PG+a5nF53npXlr2XU8C6Nex8grW3H/mN5B80gg+CP5f+EUzpo1iyZNmjBkyBC2bduG2+2mR48ef6mGOXPmMHz4cGrXrv1vhTe074xl7HWUPn4/SnERoTOfw3LdLdi/+DCovfvQfhxL5hP68DOB17ZvxvXLCtTyMqTQMEIfeRbzsLE4llS+SNDpsN4+Gc/Rg0Hj17fuhGnYtZS/+ADKubOETHsG05ibcM77OKi959h+nCsXYJ38ZMA1Y99h6Dt2p+wx7cEY8sjLGAvP4FqzDMkagntPKvaPXkF12DCNmoT1/n9S9sgtAfHomrbD0HcMjtlPolwoxnLTDIxXXYtrxZeBgqxhmG98BMf89/Ae2oFx0HWYb3gA+zsz/MxMQ29EKcgGqfKlpF4oxvHly5qDJMkYul2N+YYHcK37zGfz4o+7MOhk1jw4iqN555n89QaaxkfSuMKhu8iCXemsPZLDvH8MBgnu/mIddSNCGd+5MRlnS3l0QSrvXN+b1om1+XzLEaZ9s5FF9w1Br5PR62SuapnENZ0bc/+3/s5YMHTNOmAcMA77O4+hlJzFcvvjGK++PqjDL4WEY7ntURzfvIXnwHZMQ2/Acssj2F5/EAA5PgnzTQ/hmPsG3qN7wByCZA3xj8QSgvGq8XhzM4Lq+SPyyO1VmP7dJqYNbMvYjo04mFvMHXPW0jqxNinxkSzdd5rl+04z57b+hJuNPLpwK/9asYvnRncNnkeN22DsOQL7Z8+hlp7DfO0DGPqNx73qm0BjaxjmidNx/jAb79HdGPpdg+maqTg+egIA1V6GO/VH5Jg66Bq08s/fqHhMY+/DMfcllOzjGLoPx3zdQ9g/mgmqAoBp0I3g9WB7azJyXD3M46djL8hCLcrxi0vfrg/6ph2wf/I4qGC+9iHUkkI8e9aCrMM0biruHT/j2f0L+vZ9MY2biv2Dh/0+Ag1dh6DaSpGMgY6Or7x+OYhBlvnl7v4cLbjAlEU7aRoTTqPoMP/ySsti7Yl8vruxBxIS/5i/nTq1LIxvm+yz+e7GHtSLDKmeBL0bxTKyZSJhZgMldhcPLd3DN7tPM6lTw+CaFm7EoJdZ88zNHM0pYvLHP9K0bjSN46P87MxGPaOuaIbD7eWT1bsD4nl4dA8axkWi18nsz8jnrg+W8sPMa4kJD+FEXjHPzd/A27cPoXliDM/OW8cLCzby0o0DA/V894tWp/91N0ezC5j83iKa1o2hcZ1ofz0mA6O6tcLhbsYnP20Lem+z7h5F12bJAefdHi//eGs+E3q34+XbhiHLEhn554LGIRD80fzXDx97vV6mTp3KkCFaL9T27dvZvHnzX67jiy++4OzZs5c2rAFj38E4V/2IN+s0ankZ9nlfYOo3OLixx4Nz6Xw8h/cH9P4BKHm5qOVl2g9JAlVBTvD/4jePmoB770682ZkB4QEMPa7CtX4FSk4G2MpwLJ6Lseeg4Hq8HlwrF+I9dgAUJTCunlfhXPE96rki1HNFOFd8j6EiLu/Jo7jXr0AtLwWvF9dPC9DVqYcUGh4Qj75TXzzbV6PkZ4G9HNfqeeg79w0qSd+6K0p+Ft60LeBx4/r5W+Q69ZFiKvNBTk5Bjq+He8ca/8AOW2WPmYSWf7UTfJftLg+rD2Vzb9/WWE0G2ifH0DulDsv3nQ7QsWTvKSZdmUJcLStx4VYmdUthyd5TAKSeOEP75BjaJ8eg18nc0r05BaV2dmUUAFA/OpzRHRrRKKZWQLzBMHTph3vrKpS8TC1/Vn6L4YoBwfOn7ZUoeZl49m4Gjxvniq+R6zRAjk0EwHjVBNybf8J7eJdWprZS1KI8vzhMw2/GvX4pavmFgPj/qDy6YHdR5nQztE19JEmiVd3aNIgJ52ShluaGozmM6tCQ+FohWE0Gbu7enJ8PZGJ3Be/507frjXv3OtTCbHCU41q/EH274D0w+uZdUAqy8R7cBh437rXzkeOTkaLrAKCcPID34FbUC4EvbF3jtngzj6BkHgVFwb1pCVJ4FHK9ZpqBwYgupROujQvA7UTJPo73xB70rboF6mjdA/f2n1BLz6GWncO97Sf0rbWPXl1yc5B1eHasBK8Hz85VgISufgtfeKlWNPqW3XCnLgt6nwB2t4dfjudxT/cmWI162idG0btRLMsO5QTYLj2YzaRODYgLsxAbZmZSpwYsPRhoF4ykiBDCKnpxVbTHU9Z5W3BNTjer005y7+AuWh1qmEDvlvVZvvNYgG3r5DiGdUohsXbgcwOgaZ3a6HWVrzuPVyHvnPaM/HHXMXq1SKZjozpYTQbuvboLv+w/SbnDFahnz3HuHd4dq9lI+8aJ9G7TiOXbDwXqqZ/AsCtakBj929puVX7YepCYWqFM6t8Ji8mAyaCnaWLM745HIPh3+NOdwpSUFD744APGjh1L//79Wblype/avn37mDRpEmPGjGHMmDGsW7cOgG3btjFmzBifXdXf27ZtY/jw4cycOZORI0eyYcMGZsyYwdy5czl69CjffvstixcvZuTIkXz4odbLtn79eiZOnMiYMWOYMGECe/fu/VXN+fn5TJ48meHDhzN8+HBmz54NwNKlSxk/fjyjRo1i1KhRpKamAvD+++9TUFDAlClTGDlyJCdOnPjd+aSrVx/v6cpw3lPpyJG1kcKCP+QuhbHXACK/+ZHIuUvR1W+Mc+US3zU5Jg5T/yHYvwvsQfLpSayPkpnu+61kpiNHRAV11i6Frm5yQFy6uvWD2zZrg3L+LGpZoKMhxyWhnDnt++3NPY0cFgnWsCC29fxscTtRzuYjxydpvyUZ06g7cC76EO31FEjIs3MJeWEexpG341oz33c+42wpelkiOboyL5rGRZJeWBIQx8nCC6TER9Zop1ZJWkVFVVVOFATG81uQE5JRck75fis5p5DDa8if+GS8VWxxOVGK8pAT6gGgq685L9YZ7xDyzy8wT3oArKGV4es1RVevMe7NK4Jq+aPyqHaomcGt6vHD3lN4FYV9WUWcOV9O+3qVPTPV89DlVcgsLg2qS4pNRMmr7NlU8jKQwyLAEhpgK1ezxe1ELc73Oc6XRgqMs+KjRI6KB8WLWpzvu+bNz0KODhyulaPr+g0HKwWZPjspui5KQZafvVKYhVQlHuNVk3Ctn4/q8XdyqpJRXK6VV1RlPjSNCefk2bIA25Nny2gaU6VcY8JIL/LP79u+28qA91fzwA+7yC3xd/pWHM6hx9s/0/e91RwrLGVsm3rBNRWeRy/LJMdGVKZVpzbpecU13sevMfnjH+ny8IdMmrWQTo3q0DIpVrufvHOkVOnpS4quhUEnk1GtrmYUFGt64ip7KZvWjSE999/rDHj0sx/p+/B7/OOt+RzNLvCd338qlzq1w7n3nQX0eehdbnvjO47nFP5KTALBH8dfMnwcGhrKggUL2LVrF9OmTWPQoEFcuHCBp556ig8//JDY2FgKCgoYN24cy5bV/DV7kRMnTvDss8/Svn17AJ+jmZKSwsSJE7HZbDzyyCMAZGZm8t577/HJJ58QGhrK8ePHueOOO3wOaDAefPBBevfuzdtvvw1AcbH2EOrRowfDhg1DkiROnjzJzTffzIYNG7j77rv5/vvveeutt2jaNHC+y29BMltQy8t9v1Wb9jCWLFbU0kAH6VK4NqzGtWE1ckJdTH0HoZyv7M2w3jEF+9efgMNecwQmC6qtih57xbHZAkEctl/FXC0uWzmSxRpgJkVGY7lxCo6v3g8ajWSyoDqqvGAqjiWTGdVWWs3WHOhYOsqRTBYADD2GomQdR8k5iZwQOIQDUP7kDWAwoe/UV+s5rJBsc7kJMfnPWQs1Gyh3Bs63tLk8hFaxDTUbsLk8qKrKFQ3jeXP1PnacyqddUjSfbT6M26vgcAf2/v4WJJMZ1RFYZpLZEpA/mMyoZdUcNEc5VOSPFFEbQ+e+2N57ArWkGPMN92Me9w8cX7wKkoz5mrtxzP/A3yPzu+8/Jo8kSeLq1sk8s2Q7r6zQhgUfHdaJ+Fra0GS3xgnM2XyEq1omEW4xMmfTYe1WashDyWj21RvN8GIdsqDaqzlARjOqzb8OqU4bktESNO6qeE/ux3jVtcj1W6BkHcXQYyTo9EgGk2ZgMKM6q7U/py348K7RjFqlrapOu68eS0YTOKv1tFWJR9e0I0gy3mO7Knspg2Bzewkx+r8OQk16yoP0uNrcHkKr2IaaDNjcXl95fTyhK20SInC4vby7+RhTFu3k2xt7+OYNXt28Llc3r0vGuXKWHcqhdogpuCaXmxBz9TpkDFqHfgtv3z4Et9fLtmPZnMo/75vPZ3O5CbUYq6Vjotzp70TbnG5CqttZAu1+Cy/cMoTmSbGowNdrdnPPOwtY9OQthFvN5J8rY+exLN68exRXpNTjq7W7mfbBDyx+6hYMet3vTksg+D38JU7hxaHddu3aUVBQgNPpZM+ePWRnZ3PHHZUTcCVJIiMj+PykqiQnJ/scwkuxceNGMjMzuf76633nPB4PRUVFREdHB9iXl5ezZ88ePvuscv5YVJT2ZZiVlcUDDzxAfn4+er2eoqIiCgsLiYn597r2I7/Velnch/ajOux+c7YuHqv24EMrvxXlTA7erNOE/ON+yv71BIbO3ZAsVlyb1vrZGbr1x3KLNgHdc3Q/OO1+jptkqdD2a45kTTj848JiDbgvKawWIY+8jOuXH3Bv1bTp2/fCNPYfAHhPHfZ7GQJg1uJUnY6AJFWnA8lc7eVtsmpxhEdi6DEU25sPXlq724ln60pCnvocx8r3wVmO1Rjo3JQ7A50gAKtRT1kV23KnG6tRjyRJNIgJ55+juvKvH3dTVGZnSJv6NIypRVz4pZ0OAH2nPpgn3AuAN/1gxT1XyeeL+ROszKrbXrS/6Ki4Xbi3rUYtzAXAtWoe1nufB8DQcwhK7mmU00dr1PZH5dGpwgs8Mn8Lr0/oQdeG8WQWlzL56w3EhFno1bQOo9o3JO+CjdvnrMGrqEzq1oz1x3J9eahr0x3TcO0Z4808gupy+BxfwHcc4KABuBz+9Y0K59F16TagFuXiXPi+tkglLALPvk2ohTmopRW9XO7AuDFZNH016Ljofksmi0+v6nL63w+AsSIegxFj32twzHv9knqtBl2AA1jm8gQ4ipqtv7NY7vJgNeh8C006JmrPS4NO5qG+Lejx9s+cOltGkxj/UYbkyBAa1Q7lxdUHeG1kx8B0jAbKHdXrkCtoHfqtGHQ6ejRP5usN+0mKDqdPqwZYjQbKqg0Va+n4O4BWk4FyezU7R6Ddb6F9o8qe3NsGX8HSbQfZcyKH3m0aYTbqadeoLj1aagthbhrQiY9XbOVk3llSEmN/d1oCwe/hL3EKTSbtS1Cn075yPB6tFyAlJYWvvvoqwH7nzp2oVXognE6n33WrNbCX6dfo2bMnL7/88u+VHcD06dOZMWMGAwYMQFEU2rZtG6Dt93Bu4tW+45DpT6Br0Ag2aw6Rrn4jlHNn/61ewgBkHXK8Ng/K0KYD+sYpRMxZCIBkDQXFi+fQHi7cMcwXxHL3o8j1GsH29VoU9RqinC8OOqx7Kbw5Gcj1GuE9qTkRunqN8OacrjSwhhLy8Eu4d2/BueRr32nPng149mzw/TZddz9ynQaQtkWLJ6E+Suk5qN4LBij5mRg6VZlvaDAh145HyctCTmqCFBaJ9aG3tDzQG8FgxPrkp9j+ebtvIYAPSQKjEckahuosJ7l2GB5FJeNsKcm1taHZY3nng879axgTzrH887ROrB3UbmDLJAa21Ia0L9hdLN59kpZ1fttiJc/OdZTtXOf7bb7xQS1/KlYI6+o2QLlQQ/7kZWDo0r/yhNGEHB2PckYbpvTmnsZvWL3Koa5pW/SNWxPSopOWPdZQdIkN8WYdwL3rR4A/LI9OFJSQXDuMbo21OZ31o8Pp2aQOm4+foVfTOsiyxD19W3NP39YAbDlxhtgwC7Fh2jPCm7YZW1rlHGPTuMna0PlBbZWvHJ+MUnoeqvcSAkpBNvr2vSpPGExIkXHawqTfgPfQNuyHKhYZmK1YO/TFm6sN2SvFeSDrkCLjUM9pQ8hybD2UosC5eUpRDnJsEsqZkxV2ST47tSgHuYv/3GM5NgnP7l+QI+ORakVjvqFiVb1ODyYrlsmzcHzxT98qaoDkqBCtvM6Vk1yxQORYYSkNawcOqzesHcqxwgu0SojQ7AouBCxGqYok1TRBA7yKSlZJ8A/f5JgIPIpCRuF5kmMq0so9S6Nqi0z+HbyKQtZZ7VnWMD6SY1WGgLPPXsDl8ZJcra4mx0ZpegrOkRyrTXc4ll1Io9/YXn8NCQm1Ipea1I1hb/pvm6MpEPzRXLaFJu3btycjI4OtWyu3YEhLS0NVVZKSksjKyqKkpARVVVm+fPlvjjc0NJTS0sqXYPfu3dm4cSPHjx/3S6cmQkJCaN++PXPmzPGduzh8XFpaSmKiNp9owYIFuFwuv3BV0/29uNauxDRgCHJSMlJIKJZrbsS55qeaA+gNYKj4QtXrK48B08ChSLUiAJCTkjGPux5Pmjb0Zvv6E87ffQMl026nZNrtuHZsxrlqGfaPXvGL3r1pFcbeVyPXSQZrCOaRN+DauJIa0RvAoH3BS3q971iL62dMg8chRUYjRdTGdPV43BfjMlsJefglPMcP1riy+SKeXevQd+mPFJsIZiuGAePx7Fgb3PbANuS4euhadwW9AePAa1DOnEYtzMF7ZDe2F+/C/sZ07G9Mx/Xztyi5p7C/MR1UBV2TtppzJclgsmAcfguqrdz3ErUY9fRvnsj7a/djd3nYk1nIuqM5DG1bP0DH8LYNmJt6lPwLNgou2Pki9Qgj2lVuhXEotxivolBc7uCfS3fQO6UODSp6VFRVxen24vZqTqrT7cXlqXlo2b1jDYYrr9LmTVpCMA6agHvb6uD5k5aKnJCMvm03LX8GX6v1/lU4PO5tqzFcMQCpdhwYTBgHjsNzcDsAjq/epPz5f2B7aTK2lyajZJ3A+dM3uNN+8cX/R+VRs4QIMs+Wsf1kPqqqklVcysZjuTSJ017YJTYnWcWlqKpKekEJr63cy529W/qGBgPue+8G9B36aguOzFaMvUfj2bs+uO3h7cixSehadAG9AUOfsSj5mahFWu8pkqTVe1nnf1yBnNBAO28NwzTiDrxHd6EWn6koLBfeozsx9hoDBiNy3Sbom7THc2BLoI4DmzF0GYwUGokUGoGhy9V49muOvzfjMKgK+k4DQadH31FbWOQ9fQilMBv7u9NxfPokjk+fxPnjp6jlJTg+fRL1gv88OItBT78m8by/+Rh2t4e9OcWsP5HPsBaBcxyHtazL3F2nKCh1UFDm4MtdpxjeUrNLLyrlaMEFvIqKzeXh9fWHiQ0106BiruLCtCyKbdqHdPrZUj7dnk6XesGdKovJQP/WDXn/px3YnW72nDrDugOnGdopcIqOoqg43R48Xi+gHbsr2sqp/HNsOpyBw+XB7fWyfOcxdp08Q6dG2ofykI5N2XDwNLtP5mJ3unlvxXb6t25IiNm/B9BiMtC/XRPeX7ZZ05Oew7q0Ewzt0qK6nCp6lAA9Z4ovsCc9B7fHi9PtYc6qHZwvt9OuoZaHQ7s0Z/+pM2w9koFXUZi7ZjcRoRYaxv/nzqdAcCkkVa1hUtAfREpKCrt37yYkJCTgd1paGq+88golJSW43W6SkpL44IMPkGWZd999l4ULFxIdHU3nzp3ZsmULCxcuZNu2bbz00kssXLjQl8aMGTNo1aoVN9xwA1lZWdx3330ADB06lDvvvJNNmzbx1ltv4XA4cLvddOjQgeeff75Gzfn5+TzzzDNkZmYiyzLDhg3jzjvvZPHixbz11lvUqlWLnj178t1337FgwQISExP5/vvv+fjjjzGbzbz22ms0btz4knlTPNJ/1aN5xDWYx16LZDThSt1A+Xuv+fYFDH97Do75c3Gt117ytT78Fl1cgl/483dMQCnII2TKDAwdr0AyW1BKzuPasg77V5+CO3DuS8iUGShnC2vYp3AcpmETkYxG3Ds2Yv/sTZ+e0Bc/wbn0a9xbNEcg7PWvkGPi/cJfuP861CKtF8Q88U4MvbWeUff6FTi+1RYBGXpchfWuR7ThsCo1sXTGrciGwKE0Q68RGPqM1vaY25+Kc0HlPoWWB2bhXrPA17uoa9IG06g7kCJjUDKP4/juLb99+C6i79QXQ5eBvn0KdW26YRp0LVKt2trLO+s4rhVzkRIqew5KbE6e+mE7W0/mEWExMWWAtgff7owC7p27gdTHtD3HVFXlzVX+e/BNG1i5B9/Nn6zmWL42oX5gyyQeHNQeS8WQXc65MobO8p9jm1DLyor7RwDgSd0VmD99R2HsPzboPoXWme/iWvU9norexcp9CmO1fQq/egO1uHLCu/Hq6zD0HAqA9/AuHPNng708IE3L5Bfx7FwbdJ/CPyKPVh7I5MP1BzlTUk6oycCQNslM6d9W26qj6AJTvtlIfomNyBAT113RlEndKufOKYcDh7j13YZg7DEC9EY8h7bjWvpxZR267xVcGxbjrehd9O1TGBGDkn0C56L3fXtd6tv1xjTmbr+43XvW41qkzYk13/Y0cnwyeL14Dm7F9dOX/mMz5hBMQ29DV78Vqr0M17p5eA9tRU5sinnCA9heu6tKuV6DoW3FPoX71uNeW2Wfwrh6GK++DTm6DsrZXG2fwvzAXQXkes0wDb/Lb59CqXZlr1uJ3cXTK/ezNcN/n8Ld2cXct3AHW6YM8pXXrA1HWXSgYp/CVklM7aXtU7g9s4gXVh8kv9SBxaCjbZ1IpvVu5ut9fOqnfWw6VYjN5SXSamRg03ju6d4UU8VcOamu//zeknIHT323lq3HsomwmpkyVNuncPfJXO79cDmp/9KmBuw4kcMd7y3xC9uxUR0+uXckJ/PP8eQ3aziZfw5ZkqgXU4vb+3egX5vKbXB+3HWMt5Zv47zNQdcmiTwzsWKfwmpTLErK7Tz15Uq2HskgIsTClFHaPoW7T2Rz77sLSX1jiqbnWBZ3vDnPX0+TRD65fwIncouY+elysorOYzLoSUmMZeqonrRMrnx+/rLnOG8u3kBxqY1mSbHMnNDfb9sbS/87A8pXIPgj+NOdQkHNVHcKLye68L/flpW6+H9v5fWfha5Dm8stwY9gTuHlRH9l4Lywy00wp/CyYgm+qOJyUdUp/DtQ3Sm87FSfd/s3QTiFgj+L//p9CgUCgUAgEAgE/zl/v+6hv4j169fz+uuBq/KmT59O795/nx48gUAgEAgEgr+C/1mnsHfv3sL5EwgEAoFAIKhADB8LBAKBQCAQCIRTKBAIBAKBQCAQTqFAIBAIBAKBAOEUCgQCgUAgEAgQTqFAIBAIBAKBAOEUCgQCgUAgEAgQTqFAIBAIBAKBAOEUCgQCgUAgEAgQTqFAIBAIBAKBAOEUCgQCgUAgEAgASVVV9XKL+F+l/MmJl1vC3xrlQvnlluCHZPh7/VVIXbNGl1uCP/q/V/4AKOmnL7cEf2TpcivwQ05MuNwS/FDLbZdbgh9SUr3LLSGQstLLrSAAy40vXm4Jgj8I0VMoEAgEAoFAIBBOoUAgEAgEAoFAOIUCgUAgEAgEAoRTKBAIBAKBQCBAOIUCgUAgEAgEAoRTKBAIBAKBQCBAOIUCgUAgEAgEAoRTKBAIBAKBQCBAOIUCgUAgEAgEAoRTKBAIBAKBQCBAOIUCgUAgEAgEAoRTKBAIBAKBQCBAOIUCgUAgEAgEAkB/uQUIKtFfOQRDjxFIBiOeQ9twLf0EvJ6gtnLDVpiG3oJUKxol5wTOhe+jlhQBoGvZFcOVQ5Djk1Fy0nF89qxfWF1KB4wDrkWKiEHJz8T5w2zUwpw/TY9x0A3omnVECo1AvVCMe8NiPPs2AiDVTsB41fXo6jUFScabm45r+RzUs2eCpmPoPRJj/7FIRhOefZtxzHuvRk26Jm0wjbsbOTIGb8ZRHF+/iXquEADzddPQd+jlF7ZsxkRQFfQde2O+5t7KiCQZyWjC9uYDKDkn/fX0HI6h72gkgwlPWirOhR/UrKdxa0yj70SKiMGbeQznd2+jni/0N7KEEvLwOyiFudjfezTw/gdcg2nQtdg/fAoo950vsbt4+qd9pJ4uJNJiZHKvZgxpkRgQXlVVZq0/zKK0TABGt6nH1N7NkSQJAK+i8v7mo/yQlkm5y0NSZAgfTexGuNkAwJc70pmzPR2H28uAlAQeG9gao14X9H5L7C6eXr6b1FMFmqa+LRnSMim4prUHWbTvtKapbX2m9m2JJEnszizi3u+2+Nnb3V5eHdOFAc3q+p2/86tNbM8oZOeMkejlmr93L2s7O5sbqKfr1VX0bMe17Ff0NGhZqSf7BM7FH/jr6Xp1pZ45//QPLEkY+o5H374PktGMUpyPa9WH4HIAF+tQGqkZRVp59UxhSIu6VEdVVWZtOMKitCwARrdJYmqvZr461O6V5ZgNOqQK+8HN6vDU4DYAuDxeXl5ziDXH8/AoKu3qRvLYwNbEhZmD3i8mK8YBN6JLbo5qL8O9ZTHeozuCmhq6j0bfsjsAnoObcW9epN12RCyGHmPRJTQEWUbJP41r3TzU8/mVYa8cga5FNySDCaUwC9fab1CLA59BJTYnTy/YTOrxM0SGmJg8qAND2jUMsNuRfobZa9I4knOWMIuRFY+M87uec66Mp+Zv5kBWIfERIcwYcQVdG9fx5dGsn3bxc9ppHG4vg9s24OHhXTDoAut0id3F08t2VWljrRjS6lfa2N7TAIxuV62NfbvZz97u9vLq2CsY0Kwuqqry7vpD/LAvA7vbQ0pcBDMHt6NxTHjQchD8d/P/ximcNWsWTZo0YciQIWzbtg23202PHj3+Ug39+vXjgw8+oGnTpr87rK5xG4w9R2D/7DnU0nOYr30AQ7/xuFd9E2hsDcM8cTrOH2bjPbobQ79rMF0zFcdHTwBoD8/UH5Fj6qBr0MovqBQVj2nsfTjmvoSSfRxD9+GYr3sI+9vTQVH+HD0uB46vXkE9ewa5biPMk2agFOejZB1DMlvxHt2Fc/H74HRg6DMW83UPYn/7gcA8atYe44Cx2N99HKXkLJbbHsN49fW4ln0eYCuFhGO59VEc376N5+B2TENuwHLTw9jefMhn41qzENePcwPCenatp2zXet9vfZf+mK6aEOAQ6pq2w9B3DI7ZT6JcKMZy0wyMV12La8WXwfPoxkdwzH8P76EdGAddh/mGB7C/M8PPzDT0RpSCbJACXwBS7Xj0bbqhlBQHXHtx1X4Mssyae6/iaEEJk+dvp2lsLRpHh/nZLdiXwdrjecy7pTcAd8/bSt1aVsa3rw/A+5uPsi+nmM9v6EFCuIX0olJMek3LllMFfLbtBB9O7EZsqIn7F+3k/c3HmNq7eeD9Ai+u3IdBJ7Nm6hCO5p9n8rxUTVO1l8mCPadZe+wM827rDxLc/fVm6kaEML5DAzrUiyb1oRE+2x0ZhUz9fivdG8b5xbH8QBaeKvW3Ji57O3v3Af921qgNxh4jsX9eoWfidAx9x+Fe/W1wPROm41zyId5juzH0HY9p/BQcHz9ZqWfrCuToOugatAwIbug7Hl1SUxwfP4laUoQUm4hkkXzXX1x9UCuvewZwtOACkxfsoGlseJA6lMna4/nMu7knIHH399u0OtQu2Wcz76ae1IsMCdDw1a7TpOWe4/ubexFq0vPPlft56ZcDvD6qU+D9Asa+14Liwf7Rw8gxiZhG3IejMDvAYdO36omuUVscXz8HKphGT0W9UIRn/0YkkxXvqX24Vn0ObgeGLkMxDb8bx5dPa2XQpCO6Ft1wfv8qaulZDFeOxDToFhzfvBCg58UftmLQ6Vjz2DUcPVPM5Dm/0DQhksZxkX52ZqOeUR0b42jbgE/WpgXEM/ObDbSpF8M7N/dn09EcHvxqHUseGENUqJlP1+3nUM5Z5k8biVdRmfrFL3y0Jo17BrYL1PPTXq3Mpg3V2th3W2gaF6yNnWLt0Vzm3d5PK7NvNmll1rGh1sYeHumz3ZFRyNR5qb429vPhHH7Yl8FnN/YmoZaVd9cf5PEfdvDt7f2Dlpngv5v/F8PHXq+XqVOnMmTIEAC2b9/O5s2bLxHq74W+XW/cu9ehFmaDoxzX+oXo2/UObtu8C0pBNt6D28Djxr12PnJ8MlK09qWpnDyA9+BW1AvnAsLqGrfFm3kEJfMoKAruTUuQwqOQ67f40/S4185HLcoFVUXJPoE34whyUhNNa046nt1rwV4Oihd36nLkmLpgCQ1Ix9C5P+6tq1DyMsFejmvltxi6BH8w6dtciZKXiWffZvC4cf70NXKdBsixgb1nl8LQuR/uHWsC0+jUF8/21Sj5WZqe1fPQd+4bXE/rrij5WXjTtoDHjevnb5Hr1EeKqeyJkZNTkOPrBU0LwDT6Dlw/fhHQi2R3eVh97Az39kzBatTTPrE2vRvHsfxgdkAcSw5kM6lzI+LCLMSFWZjUuRFLDmg9PhccLr7aeZInB7WlTi0rkiTROCYcU0VP4JID2YxqU4/G0WGEm43c2a2JL2x17C4Pq4/kcG+v5pqmpGh6N0lg+YHMQE37M5l0RWPiwis0XdGYJWkZQeNduj+TAc3qYDFWfs+WOtzM3nSYaf1aBQ1TlcvezpL9HWh9u16496z9jXo6oxRm4z1UoWfdAuS4IHpKA/VgDsHQ9WqcSz709SyqBdm+uuSrQz2aVtShqIo6FDiCsORgNpM6N6yoQ2YmdWrAkgOBdS0YuSU2rqwfQ+0QEya9jquaJZBeVBbcWG9E17g97tQl4Hai5KbjPbkPffMrAkx1zbvi3r0atew8avl53HtWoWt+pZYv+afxHtwCTptWFnt+QY6KB7PmtErhtVFy01EvFIGq4jmyDSkqISANu8vN6oOZ3DuwHVaTgfb14+jdPInle04G2LZOimFYh0YkRgU+xzIKSzice5a7B7bDbNAzoFUyTeIj+eWgVuc3HMnm2m7NqWU1ERVq5tpuzflh1/EgeiraWO8W/m1sf5A2lpbJpCuaEBduJS7cwqQrmtTcxtIy/NpY7vly2iXVJjEyBJ0sMaRVPU4WlQYNK/jv5y9xClNSUvjggw8YO3Ys/fv3Z+XKlb5r+/btY9KkSYwZM4YxY8awbt06ALZt28aYMWN8dlV/b9u2jeHDhzNz5kxGjhzJhg0bmDFjBnPnzuXo0aN8++23LF68mJEjR/Lhhx8CsH79eiZOnMiYMWOYMGECe/fu/VXN+fn5TJ48meHDhzN8+HBmz54NwNKlSxk/fjyjRo1i1KhRpKam/iF5JMUmouRVNlIlLwM5LCKocyRXs8XtRC3O/x0OjxRwRo71H3L40/ToDch1G2kvpCDokpujlJ4De+CLQo6vh5J7qlJT7mnk8EiwhgW19VaxxeVEOZuHHF/Pd8rYfQihz3+N9YE30LfpFlSPFBmDrlFL3DvWBqYRl4Ry5rTvtzf3NHJYDXri6vnZ4nainM1Hjq/Id0nGNOoOnIs+BNSA8Lo23cDjwXtkd8C1jHPl6GWJ5CovoKaxtUgP8uA+WVRKSmxlL0LTmHCf3fHCUnSyxOpjZ+j/7s+M+GgN3+4+5R82xj/s2XIn5+2uQE3FZehlmeTalXnRNLYW6YXBNF0gJbZWpV1ccO3aSzCX4a3r+Z1/e91BxndoSO0QU0CY6vzt2llMNT35mcihNeiJCaLnXD5yzKX1yHFJoHjRt7gCy4PvY5n8OvrOA33Xg9ahmDDSzwYrrzJSYqqWa3hAed32TSr9313N9MU7ySmx+c6PapPE3pxzFJQ5sLu9/Hg4l+4NY4JqliLjQFFQzxf4zilFOchRdQLvr3YdzbGuQC3MRq4daAegq9sEtbwEHNr0C++xnci1opEiYkGW0Te/Em/GwYBwGUUXtDyKqVJXEyJJzz8fNJ2aSC84T2JUGCEmQ2U88f7xqFUeAaoK+SU2Sh3+7SxoG4urRXrhhYA0TxZdICWuiu4ang++Ntamstd3UMskss+Vk3G2FLdXYWlaBt0axQWEFfz/4C8bPg4NDWXBggXs2rWLadOmMWjQIC5cuMBTTz3Fhx9+SGxsLAUFBYwbN45ly5ZdMr4TJ07w7LPP0r59ewCfo5mSksLEiROx2Ww88sgjAGRmZvLee+/xySefEBoayvHjx7njjjt8DmgwHnzwQXr37s3bb78NQHGxNmTXo0cPhg0bhiRJnDx5kptvvpkNGzb8J1kDgGQ0g6Py4XnxWDJZUKs7SEYzqs2/4atOG5LRcsl0vCf3Y7zqWuT6LVCyjmLoMRJ0eiSD8S/RYxx+O0peBt4T+wKuSeFRGIfdiuunIMOvgGQyo9orNal27aEumS2otmoPOJMZtazaw9FeDmZNk2vDUhyLPwFHObqU9lhuehh76Tm8pw77BTF07of35CHU4nwkg39zkUwW1KB5ZA7QIwXT4yhHMml6DD2GomQdR8k5iZyQ7G9nMmMafD32j54Omi82l8fvBQMQatJT7gqcl2Zzewg16f3sbG4vqqqSX2qnzOkho7iM5Xf2J/NcOXd9l0pyVChX1o+pCGuoElY7Lnd5iLD41x9Nk39+1ajJFRivzeVBVVXfPDWAX47mEmEx0qletO/cwTPn2JtdzMNXtSH/gj1o/lTl8rczf8dVMprBWUV31Tr0W/Q4bEimGubjVU0nPArJHIJUOwH7m1OQaidgufExXBtcKDnHsLm9hBir1yHDr9ShauVVUYckSeKTiV1pUycSu9vLu5uOMmXhDr67qSd6WaZeZAjx4Wauev8XdJJE45gwZvYP7PkDtLxy+Zep6rSDMcj9GkyoVWxVl0PL2+pxhkZg6Hstrg3fV9qWl+DNTcdy07Ooihe19BzOhW8E3rczSDszGyl3uoPqrwmb00OoOTCeggta2XdrWoevtxyic8N4FFXlmy3aM8nh8hBmrmxnwdtYDWVWvY2Zf3sbiwk10y6pNiM/WIVOkogLt/DRDT1/1z0L/nv4y5zCi0O77dq1o6CgAKfTyZ49e8jOzuaOO+7w2UmSREZG8G7tqiQnJ/scwkuxceNGMjMzuf76633nPB4PRUVFREdHB9iXl5ezZ88ePvvsM9+5qKgoALKysnjggQfIz89Hr9dTVFREYWEhMTHBv3Z/DetjcwDwZh5BdTnAVOVlU3GsOoO86FwOnzNxEclk8Xso1oRalItz4fvaZPWwCDz7NqEW5iDViv7T9Riuuh45LgnHZ9UmwEPFnLtH8Wz/Ge9+bWFB1QUf3pOHUJ0OJLO1MkzFseoIoqm67UX7ClslO9132nt4F+5d69G3uTKoU+hcNU/T074XprH/0MKcOozqtPvf90U9TkeAHE17NWfCZNXiCI/E0GMotjcfDLwPwDhwIu7d632LZKpjNeoDXkzlTg8hxsDmbTXoKavy0ih3ebAadEiShLlimPjObk0xG3Q0jQ1nUPM6bErP58r6MUHDAsHTMeopd/q/nMpdNWgy6ilzVeovd7qxGvV+LyvQho6Hta7nO6+oKi/8tI+HB7apcWGJrk13TMO158vfo53Vxvqo9lzxZvyansA6pOnxr9OSyRLctjpurZfJvX4heNyo+Zl4DqSiS2yOknMMq0FHuataHaqpvKrXA2dlHQLomFQbAINO5uF+Len+1kpOnS2jSUw4L646gMujsP6+gVgMOuZsP8m9C3Yw94buAemobidUc8Alo9m3MMb//pxIRktlH7vRrOVtVSyhmEZNxZO2Hu+xnb7ThiuGIsclY/9kBmr5BXTNrsA05n4cc5/xv29TsHbmDnAUL8Wl4rm9bxtK7S4mvL0Eo07HmC5NOXKmmNqh/nkRtI3V1O6Nesqcv6GNpWX4tTGA2RsPczD3HCsnD6Z2qJnl+7O4Y+5GFtw1AIvhL3MhBH8Rf1mJmkzaF7JOp714PB7tKyUlJYWvvvoqwH7nzp2oVfrQnU6n33Wr1Vo9yK/Ss2dPXn755d8rO4Dp06czY8YMBgwYgKIotG3bNkDbb8X2/M2+Y9O4ycjxyXgPbgXQVhCWng86jKoUZKNv36vyhMGEFBmnLVD4DXgPbcN+aJv2w2zF2qEv7u/e0FY9/kl6DH3HoW/SDvunz/j3jACYQzDf9Cieo7twb1jsO119wYd50oPIdRrA3k0A6Oo2QLlwDqr3EgJKXiaGzv0qTxhNyNEJ2nzEoKhQ7QGpa9AcKTwKzz7NSfXs2YBnT2WvsOm6+zU9adp1XUJ9beg7mJ78TAydqsw3NJiQa8ej5GUhJzVBCovE+tBbAEh6IxiMWJ/8FNs/b0fXpA1yrdoYug3WroeEY77hQTwHN+BJW0tyZAgeRSWjuMw3/Hes8AKNogOHsRtGh3Gs4AKtE7SJ8ccKKu2aVAwNV80GqcoQqBa2hEHN6vjC1g4xBfQSAiRHheJRFH9N+SU0igmmKZxj+SW0rhNVEW9JgPa8CzZ2ZhTx+NXtfOfKnG4OnTnHI4u3a3msaM+LQW//xCuju9ChXjTetM3Y0irnF1/2dvb9m7iWf1qpZ+x9yHH1/PWU1aCnMBt922p6ouJQCi+tR8m/WO+rTk2oPPbVoXPlJFcsEDlWcIFGtYOVV2hFHYrQ7GqoaxeRqBwOPVp4gft6pFCros5M7FCf9zYf45zNRaTVvx6p5/JBlpEiYn1DyHJMIkpx4Apu5WwuUnQi5J/W7KITUaqu9DZZMY+agvfUPjw7VviFlWMS8R7fhVp2HgDv4VSMvccjRyX45VZydLiWR0UXSI7W2sqxM8U0iouo8d6D0Sg2guziUj9H8NiZYq6uWMVsNuiZObIrM0d2BWD+9mO0qFMbWfZ/PgVtYwUlNAqyKrhhdDjHCkpoXbeijeX/Shsb4t/ZcjS/hEEtEokL1965I9sm88qqNE4WltKyjv8CG8F/P5d1oUn79u3JyMhg69atvnNpaWmoqkpSUhJZWVmUlJSgqirLly//zfGGhoZSWlr5Yu7evTsbN27k+PHKybppaYErwi4SEhJC+/btmTNnju/cxeHj0tJSEhO1OTwLFizA5QqcT/Xv4Nm7AX2HvtrCA7MVY+/RePauD257eDtybBK6Fl1Ab8DQZyxKfqa2mAO0t7reALLO/7gCOaGBdt4ahmnEHXiP7qoM+yfoMfQcib5NdxyfPxf4sjNZMN84EyXzWPAVoFVw71iDoetAbX6UJQTjwGtwb/8luKa0VOSEZG2uoN6AcdBElNxTvhe6vm03bRhKktCltMfQsQ+eA9v84tB37ocnbUugE3sxjV3r0HfpjxSbCGYrhgHj8QSZewjgObANOa4eutZdNT0Dr0E5cxq1MAfvkd3YXrwL+xvTsb8xHdfP36LknsL+xnRQFeyzn8L22lTfdfXCORwLPsBzSHN2LEY9/Zsm8P6mo9hdHvZkF7PueB5DWwbONRveMpG5O06SX2qnoNTBFzvSGVGxhUVSZAgdEqP4OPU4Lo+Xk2dL+elIDr0ax/nCLt6fRXpRKRccbj5KPeYLWx2LUU//lDq8v+GwpinrLOuOn2Foq3oBtsNb12Pu9hMVmux8se0EI9r8X3vnHR5F9f7te3sqhBJCC6H3jvQqVelVQMEOonQEQSwg6lcRwUpVQFEQ6VVQioTeS2ihBEhCSyGFtK0z7x+bbLLZDaCv7g7+zn1dXGRnzsx89pwpnznnOc86D6FvORtLvbJFCS2SG/MWaNCxY8zT/PpKe359pT3fDLTHha54+UnHw8+lHZR2nZ3Z56ynzYP0HLPrqZGtp23fR9YjJ8dji76IrnVv+zB28dJoazfHFnsht72qlmT+/su559DVOLrVck1J06NWWX4+fo24NCPx6UaWHbtGz9r2c+1qYhqRcanYJJlMs5XZey5QIsCHCsXs7VarZBBbzt8izWTBYpNYdTqa4ACDiyG0f2Eztqun0DXrAVo96lKV0FSsh/XiEZeitsjD6Bp2QOUfhMq/MLqGHbFdzI731vtg6D0G251rWA5scN02LhpNlYbZscAqNNWbglqDlC9dlK9eR4da5Zi/4xRZZgunbsSz50Is3Rq4pqSRJBmTxYbVZp9pbrLYsFhtAIQFF6ZaqaIs3HUak8XG7vPRXL6bTIda9nM+LjWD+PuZyLJMREwC3+0+w4iO9VyO4avX0qF6GeaHX8i9xi7fpludAq6xI1eJu59zjV1xc43FuFxjALVKFWHHxVvcSzciyTJbzsZglSRCi7rOLhc8/qjkvN1x/xLVqlXj5MmT+Pv7u3yOiIhg1qxZpKamYrFYCA0NZcGCBajVaubOncu6desoXrw4jRs35uDBg6xbt44jR44wc+ZM1q1b5zjGlClTqF27NkOGDCE2NpZRo0YB0K1bN4YPH87+/fv5+uuvMRqNWCwWGjZsyMcff1yg5ri4OD744ANiYmJQq9V0796d4cOHs2HDBr7++msKFy5M69at+fXXX1m7di1ly5b9yylpMt4f5PRZ26Ir+lY9QZudr2zz947Zgb6jZmHeuwFbdq+HI39aULA9X9n6+Y6cd9r6bTH0fd1p35ZT4ZjXzwfA55XpqEuGgc2G9fxhewyfxbW385/S4z9jJbLVAjZbrp59G7Ds3YC2fhsMfd+wD/XkOROzvn0TW6xrr56uXXaeQp0B65mDGFfNdWjymzwX885VWLN7FzVV62HoN8KepzDmsj1PYZK9x8F39KdoSpcHlQrpXhzmnauxntqX58vrCPhwGVlLPsF2xf4CkT+mEEDXpie6dn3sOebOHsK0NjdPoe+bX2HZvdbRu6ipUhdD72GoigQjxVzB+OvXboeEtU88ia5JJ7d5CgH83l6Iac1c0DjnKZy27TSHoxMJ8tExpm0NutYsy8nYe4xcc4RD4+3hG7Is82W+PIXj8uQpjEvL4oPtZzh1M4mifgZealqJ/vXLO47z07Eolh65iskq0aFqKd7tnCdPoda5flKzzEzbepLD1+MJ8tUzJjtPYU7uwZxUM7Is82W+HGrjsnOo5dB7wQ5eaFaFPnm05OdWSgbd5v3hlKdQirrhWr/evM5sri+R2uZd0bfsCTqdS55C3zdmYd63AdvZPHq6voiqcLA9b+KG+cgpidl62mDonU/P6XDMGxYAoAosgr7Xa2jKVUPOSMWyfzNS3AXn9toekXsOtalO15plOHkziZFrjnJo3FO57RUeyfqz2XkK64Qyrq09T+HR6EQ+3nGOuHQjvjoN9UoXYXy7Go7ex5QsMzN3nedwdCIWm0Tl4oG8+WRNR6+jnJEn3hPseQo7PY+mXA1kYwaWA+uxXTqGunRlDL1GkTV/nKOormVftLWz8xSeO4DlgP35oKnRDEPnF+3D0Xked8afP7DP1NZo0bXuj7ZyA9DqkVMTMB/cgBR9AVWos8FKzTQxbe0BDl+5Q5CfgTFP2fMUnrwex8gfdnLoA3uI0rFrdxn23e9O2zaqEMLi4fY6vJWczvur93MuNpGSQf683Ss3T+GJ63d5d9V+kjOMhBT2Z3j7es7GMz23wyM1y8y0LSfyXGP2PIU5uQdzUs3IssyXu885X2Pta+e7xv7ghWZVXa4xk9XG7J1n2R15iyyLjdAi/ox+shYtK5V0lPF9/hME/w08YgoF7slvCgXOSPczHl7Ig7gzhd5EU72StyU4o1VW/YB7U+hV8g0Beht1WdfUK97ExRR6mfymUBGku4aneBthCv87/CfyFAoEAoFAIBAI/v9Q3qu9BwkPD2fOnDkuyydMmEDbtu4TyAoEAoFAIBD8F/k/bQrbtm0rzJ9AIBAIBAIBYvhYIBAIBAKBQIAwhQKBQCAQCAQChCkUCAQCgUAgECBMoUAgEAgEAoEAYQoFAoFAIBAIBAhTKBAIBAKBQCBAmEKBQCAQCAQCAcIUCgQCgUAgEAgQplAgEAgEAoFAAKhkWZa9LeL/KqbIcG9LcGBdPtfbElxI3xfvbQlOBLQp6W0Jzths3lbghLpmdW9LcCW4lLcVOCEdPuBtCU6oK1X0tgQnVky+7m0JLjzT8563JTghZVm8LUHxFF6609sSHltET6FAIBAIBG5QmiEUCP5thCkUCAQCgUAgEAhTKBAIBAKBQCAQplAgEAgEAoFAgDCFAoFAIBAIBAKEKRQIBAKBQCAQIEyhQCAQCAQCgQBhCgUCgUAgEAgECFMoEAgEAoFAIECYQoFAIBAIBAIBwhQKBAKBQCAQCBCmUCAQCAQCgUCAMIUCgUAgEAgEAkDrbQECSE3LYNo3P3Lw9AWKFApgzNA+dGvb1KXc0nW/s+nPQ9yJv0dQoQAGPt2Ol/p2cax/5Z3PuRpzG7PFSpmQ4ox8tidPNq0PwHerf+P7NdscZSVJwmyxsmfZ5xQpFOhWl7Z5N3Ste6HS6bGeP4J583dgs7otq65YG0P3V1AVLo508wqmdfOQUxMB0HcZiqbGE6gCgpDvJ2HZux7r6b327cKq4zN0qtO+VAYfjL/Mhn2bXY7j178/fs8+i8pgwBQezv0vvgCLT326XgAAZsRJREFUxY14LYXfew9dtWpoSpYkadw4LKdPO1YHzZyJrm7d3GNqtVhjY0l6+WVUQUEUGj0aXb16qHx8sF6/Ttq8eUCymzrqiq5VT3sdXTiCefPiB9dRt5fsdXTrKqZ18x11pKnVDF3zrqhLhiHdisK4dIbTtppqDdF3HIwqKBgpLgbTxoXId2Nc9bTohq5N7+w2O4x540ParOeruW22di5ySnabPTUUTY3GqAKz22zPOkeb5Wyrf3oo6qIlkTPTsOzdgJRx02n/qVkmpm86zqFrdyniZ2B0+zp0rRPmokOWZb7aFcH6U9cB6NOgAmM71EWlUgFw9Hocc3acITYpnSA/Ay+1rE7/RpVc9jNt01E2nr7BplFPU66o6zmdmmFk+oqdHIqMpoi/L6N7tqDrE9Vdyh27HMvC7UeJjI0n0M/Atg9edlt/x6/c5NWv1/Jql8aM6t4CgO0nLjH/t8Pcu5+JTquhZc3yTOnflgBfg9t9AGibPoWuZQ9UOoP9HPptacFtVqEWhqdfRFW4GNKtKPt5kHMO1WyKrulTuefQso+dttV3ewVNWHVUxUpi3vQd1jN7ndZ7or2+33eBxfsjHfuSZBmz1cbuib0o4ue+jmq9+hR13+iO1tfAja1HOTB1KZLZff3kUH9cbxpN7M+2QZ9we/95AJq8O5hyXRrhG1yYzLvJnPlmE1fX7ndsU7RmOVp/PoygKqVJuXKbfRO/A+653b+ufW/0nQag0vtgPbUf48pvwermPgRoqtXHMPAN1EWDsd24hHHZHOSkeAD83l2AumiJPDvWY7twnKz501GVKIOhzytoKtZEpVZji76McdV8iL7hcgx9534Yug5EpTdgOb6PrGVfFaynRgN8h45GXbQEtmuRZC7+DPmeXY8qqBi+z49FU6U2mE2YNi/HvGeLY9vCS3cim7JAtn+2HP2TrKVzFK9H8Ogo1hR+9dVXVKlSha5du3LkyBEsFgutWrXytiwHycnJvPXWW8TExKDX6wkLC2PGjBkULVr0L+/r44Ur0Gm17PnxcyKvxzLqw2+oViGUyuVKO5WTkfl43EtULV+W2DsJjJj+JSWLF+HpNk0AmDxsEBVDS6HVaIi4dI3h73/B5vkfElw0iGEDujJsQFfHvub9sokT568UaAg1leuhb9OLrKUzkO8n4/PsRHTtn8GyY4VrYb9AfAZPxLRhAbZLJ9B1GIhh4DiMi96167YYMf48E/neHdRlKuHz/FSke3eRYi8jRUeS+dHzjl2py9fEZ8hkbFdOuxxG37gxfs8+S/KECUiJiQR99BEBL71E+qJFbr+D5exZMtesofD06S7rUiZPdvpc5MsvMZ88adfg64slMpK0uXORUlLw7dqVIp9+StY3Y8BsylNHddG37knW0o+Q05LxGfwmuvYDsOz4xX0dDZqAaeNCbJdOomv/DIZnxmL87j17HWWlYzn0G+rg0mgq1HbaVFW0JIZ+ozD+PBPp5hV0LXvg8+wksr4cC5KUR0899G17k7X4A3ubPTcJXYeBWP5Y7l7Pc5MwrZ+PLfIEuo6DMAwcj3HhO3Y9FhPGnz7NbbMX30FKuosUcxnUGnyem4R5+09Yj+20r39lOqadi5FT7joO8clvJ9Fp1Ox+syeX7qYw+pf9VA0JonKJwk5S1p68xp+XbrPqtc4AvP7zXsoE+TPgicpYbBITVh1kXMe69GtYkfO3kxm2bA91yhSjWskgxz5OxSRwMynD9Xvm4ZNVf9r1/G8Yl24mMHrBJqqWCaZyqWJO5Xz0Ono3q4mxUVUW/3HM7b4sNhufrQ2nTvmSTsvrVyzND+OfoUiAL5kmMx+u3M3crYeY3L+d2/1oKtVB37InWT99bD+HnhmPrl0/LLt+dS3sG4DPgHGYNn+H7fIpdE/2x9BvNMYl04Dsc+jIdtTFS6MpX9NlcykuBuuFw+g7DHJfPx5or1db1+TV1rna5u85x8mYxAINYZm2dag3sge/DfwfmXHJdPx+PA3f7MfxT9zUTzaBYSWo0L0pGXedX+IsWSZ2vDib1Gt3Ca5fkS4/vcX9G3HEn7iCWqeh05IJnPt+OxeX7aT6kPZ0WjIBeeZLLgZdU6Mh+s7PkPXVFKSUJHxfew99tyGYNy510aLyL4Tv8Hcx/vwl1rNHMPR4Ht9X3iZz1ngAMj8a4VTef8ZSLCf32bf19cd29jDGn+aAMQt912fxHTGN9LdfctpGW/sJDF0HkfHZRKSUe/iP/gBD7xcwrfneVU9AIfxHTSdz6Wyspw/h0/cl/F5/j4yPRgPgN/xtbLFRZM79AHXpMPzf+hzb3VhskWcc+0h//zWk+NsF1r/S9Aj+GoocPrbZbIwdO5auXe0m5ujRoxw4cMDLqpxRqVS8+uqr/P7772zevJnQ0FA+//zzv7yfTKOJnYdOMvK5Xvj5+tCwZhXaNanHlj8Pu5R9ue9T1KwUhlajoULZkjzZpD6nI6Mc66uWL4tWo3Hos9ps3E107d2SZZnNfx6mZ/vmBerSNmiL5cSfyPE3wZiBec9atA3auS9bswlSfCy284fBasGyezXqkuVRFbebWsvu1ciJt0GWkW5exRYdiTq0aoHHtZ4/DBaTyzqfLl0w/vYbths3kNPTyVi2DJ+nnnL/BaxWMteswXL2rJNxcoe6ZEl0deqQ9ccfANju3CFz9WqkpCSQJLK2bAGtFnUxZ5Ourd8Wy8k9yAnZdRS+Dm39tu6/V40mSPE3sZ0/Yq+jP9egLhnmqCPp2jls5w8j33dtL03lethiIpFiLoEkYdm/CVWhoqjzPfi1DdthOb47t83+XIO2YTv3emo1RYqLxXYuu812rUJdKk+b7Vrl3GY38rSZbwAqHz9Hz6F0Kwop4SbqwsGO/WeZrey8eIuRT9bGT6+jQblg2lYtzdaIaBctm87cYGizqoQU8iOkkB9Dm1dl05kbANzPMpNustCtbhgqlYraZYpSITiQa4n3HdtbJYlPt59i8tMN3H5XgCyThZ1nrjKye3P8DHoaVCpD2zoV2Xr0okvZOuVL0r1JDcoWK+xmT3Z+2nWS5tXDKF+iiNPykkUCKRLg6/isUamISUgpcD/aum2wnN6DnHALjJmY921AW6+N+7I1GiMl3MR28SjYLFjC16EOKYeqWCkApOvnsV04gpzmeg4BWI/vQLp+3m2PjSfbKwdZltkSEU2PeuULrJ8qA1pzaWU4KZdvYU7N5NSXG6gyoHWB5QFafPwix/63EsnibOZOzV5HatQdkGUSTkVx9+glSjSqDECp5jVQadWc/347ktnKhSV/gAo01eq57F/XrCOWg78j3YmBrHTM235B16yjWy3a+i2R7kRjPbUfrBZMW39GXaYC6pCyLmU1VeqgCihkLwtI0ZexHPwDMtNBsmHevR5NyVBU/oWc9bTsjHnfNqTb0ZCZjnHTz+hbdXavp1FrbLdvYD2+F6wWjBuWoQmtiLpkKBh80Naoj2nLCrDZkGKvYT2+D33rAu6xBaA0PYK/xt8yhdWqVWPBggX069ePDh068PvvvzvWnTlzhqFDh9K3b1/69u3Lnj17ADhy5Ah9+/Z1lMv7+ciRI/To0YO3336bXr16sXfvXqZMmcLPP//MpUuXWLlyJRs2bKBXr14syu4VCg8PZ9CgQfTt25eBAwdyOs/QoDuGDh3KzJkzGTx4MB06dHAycEuWLKFfv3707t2bgQMHcvFi7oOiWrVqfP311/Tq1YsuXbo4vmtQUBBNm+YO8davX5/bt//620r07Ti0ajXly4Q4llUtH8rV2AfvS5ZlTl64QqVQZ6My6sNveKL/Gzw36ROeqF2NWpVdh39OXLhCUmoanZo3LHD/qhJlke7ecHyW7kajDgwC3wCXsuoSoUh38zw8LCbkpLuoS4S67lirQ12mEnJ8rOs6nQFtrWZYT4W71aQtXx5LVK4JtkRFoSlaFFWhQm7LPyq+nTtjOXsW6e5dt+u1lSuj0umQkpzX2+so93s/uI7KuqmjONQlXB8O7lG57jOk3P+HngLaLMRdm+lRl61kN5sAGalYz+xH2/BJUKlRh1ZFHRSMlJC7v+h7aWjVKsKK5fZEVw0pTFRCqsvuryXcp1pIUJ5yQUQl2E1EsQAfnqpdjo2nr2OTJM7EJnInJZMGocUd5X8+fJmG5YKpmmcf+YmOT0arVhOWx8RVLVOcqLtJBW5TELeT7rPh8AVee7qJ2/Wnom7RatJ8Wkycz84zV3muXcFmVRVcBilPGIB0Nxp1QJD7NgsuixSXJ2TAYkJOjkMd/KjnUMF4sr1yOBmTSFKGiY41yhSoK6hqGZIu5J5XSRei8SsRhCHItX4Ayndrgs1k4ebuM27X56Dx0RFcryLJl29lH6csSRed70lJF2NRl3K9f6pLhSHduu74LN28hrpwUfB3HXVRly6H7WZuWcwmpMQ7bvera9oR66kDTqMRedFWqYOUmoSc4WywNaXDkGKv5eqJjUJduKiLeQTQlAnDFpNbFrMRKf426jLlQZVzj8lzr1Gp0JSp4LQP/ylzCPxyFX6jpqEqFkJ+lKZH8Nf428PHAQEBrF27lhMnTjBu3Di6dOnC/fv3mTZtGosWLaJEiRLEx8fTv39/tmzZ8tD9Xb16lRkzZtCggf0GmmO+qlWrxqBBg8jMzGRy9pBfTEwM8+bNY/HixQQEBHDlyhWGDRvmMKAFcefOHZYvX05GRgYdO3akf//+lC9fnt69e/Pyy/a4oYMHDzJt2jRWrVrl2E6tVrNx40auXbvG4MGDeeKJJyhWLHfISZIkfvnlF9q3b/+X6hAgM8uEv5+v07IAf18ys4wP3G7eL5uRZJneHVs4Lf/2vdFYrFYOn7nI9Zt3Uatdff/m3Yfo1KIhfr4+Be5fpfcBY2buguy/VQZf5Kx058J6H5cblWzMRGVw3b++53Cku9HYrrretLU1myBnpiHduOBek68vckbuEKGcbteh8vNDvu/aE/Go+HTpQsZPP7k/pp8fhaZOJf2HH1CbspzX/dU6ysxXR6ZMVHrntneH7dpZ9J0Hoy5fEyn2ErpWvUCjRaXT///pcddmbvToew1DuhPtNKRvjdiPoc8I9N3sQ1nmTd85fb9MsxV/g85pPwE+OjLcxIJlmq0E+OSWDTDoyDRbkWUZlUrF07XK8cGWY8zabj/+1G4NKVnYD4C7qZmsPXGNFcPc99Q4jmGy4O/jXF8BPgYyjOYHbueOz9aEM7KbvcfRHQ0qlWH/rNeJS0ln3cFzlClW8EuLSu8Dpjxtln2OqfQ+j3gOZaEyPPwcehieaq+8bD5zg441y+Kn17msy0Hn54M5Lfe6y/lbF+CDKcW5fnT+Pjwx5Rm2D/70od+35Scvk3Qxhlt7IhzbWu5nOpUxp2Wi8nGtW/v1lOc+lP23yuCLnJHmXNjgi5yWz1hnZUD+/eoMaBu0ImvBdLd6VUHFMQx8A9NaN6EyPr7Ima568PGFfNe4yuCLlE+PnJVh/57GLKyXz2HoOQTjrwtRlwlD26iVk/70T8Zji7oIegM+/V7Cf9xHpE97zXk0Rgl6BH+bv20Kc4Z269evT3x8PCaTiVOnTnHz5k2GDRvmKKdSqYiOdh2CyE9YWJjDED6Mffv2ERMTw3PPPedYZrVaSUxMpHhx1zfSHJ566inUajWBgYFUqlSJmJgYypcvz7lz51i4cCGpqamoVCpu3LjhtN2AAQMAqFixIjVr1uT06dN06NDBsf7DDz/Ez8+PIUOGPJL+vPj5GsjIdDYbGZlZDzRsv2zdzeY/D/HDJ2+h17neUHVaLa0b1WH55t2Elgx2TDYByDKZ+OPACb6a+obTNpq6rTD0HA6ALfoistkIPnlu5NkPHjmfMQLAbHR5MKl8/JBNzsZW12UI6hKhGJd+4PZ7aRu0xXo6t5fQp2NHAt98EwBLRARyVhYqv1xNKn9/u6ZM55v5X0FXpw7qokUxhbvpndTrCfrf/7BcuEDmihUUHtUPQw/7uW2LibTXUd7v/VfryOCLbHZTNh9y4m1M6+bbJ6kEBmE9sx854RaqoOL4vW83s442+yt6fPLr8XPRo3tqKOqQchgXT88tV7w0hoHjMC3/HFtUBKpipfAZOgXL2Z1Ity8D4KfXkmFyHqbMMFnx17vecvz0WtLzlM0wWfDTa1GpVFxPvM/kdYeYM6AlzSqFEHMvjdEr9xMc4EubqqWZ9fsphrepSaCPe4PmOIZB52IAM4xmF6P4MMLPXiPDaKZLI/fhD3kJCQqgZY0wJi/dxsrJzwKgqd0CQ/dXALDFXCq4zcxuXgrNRhfTrtL7um/fv4in2iuHLIuVHRdi+XKgc5x4pT4taPmp/QX97tFLWDKN6PMMx+f8bUl3rZ8GE/pyde1+0m8mPvC7Nn53MEWqleW3Z/7nWGbJMKILdK5bfYAv8v0stI2fxGewPcbNFnXObsTz3ht97X+7bQdTFirffIbYxw+MzmW1DVogZ6Zhu3LWZReqgML4jv4Yy96tWI+Ho2vWHt8X7DGJ1stnweh8DJWP/b6Y/xg5GvPrUfn6I2eXzVz0P3yHjCFwzi9I8XewHNqFpkxur6btcra+LCvG5fMoNH8j+qeewafHc4rRoy7t2gsreHT+tik0GOyBwZrsGDar1f6mWK1aNZYvdw1sP378OLIsOz6bTM5d5H5+rm+SD6J169Z89tlnf0sz2HXbbDbMZjNjx47l559/platWsTFxdGmjfuYHnfMnDmT6OhoFixY4LZX7mGElQ7BKklE344jrLS96/vS9ZtUzjcsnMP6nftZvHY7P/xvEiWLF3FbJgebzcbNuwlOy3YfOk3hQH8a16nmXDZiP5kRuTPxDAPGoC4Zhu3cIQD7jMa0FMjfewFI8bHOsXQ6A6oiIUh5hoh17QegrVKfrMXTHb0heVEVKoa6fC1MG79zLDPu3Ilx507H50Lvvou2UiVM2T3C2kqVsCUl/X/3Epr27kXOyqdJpyPoo4+wJSSQNns2ALaIA2RG5Ma2GvqPttfReXv854Pr6CbaBnnOK0cd3XQp6w7bhSNkXTiSLdoPv4ZPYjn4G+ZNucHbhmfGoi5VPrfNSpV/cJs1yNdmRUOQ4vK0WYdn0FatT9Z305zaTB1SDinxjqO3V068je3SSTSlqzhMYVixQKySTPS9NMeQ5OW4FCoFu8bpVQwuxOW4FOqUKZannL137Wp8KmHFAmlR2T6ho3zxQrSuUooDUXdpU7U0R67Hcyo2kS93Rjj298KS3UzqUt9p5mxYiSL26yw+2TGEfPlWApVK/rWJYUcux3IhNp4OU+3nabrRhFql5urte3w5vIdLeZskcTMxt2fDdu4gmecOOj4b+oxEHVIOW3bbqkPKIaWnuG+zhJvO8YY6A6qiJZASHu0cehCeaq8cdkfeopCvnifKBzvtO2r9QaLW59ZPu2/foGjNclzfYq+fojXLkRmf4tJLCFC6VS38SxWlxvP2XmOfYoVov2A0EfO2EDHPPlrV4M2+hLary9b+H2NJzz2nUy7fpM5rXZ32V7RGOaQN67BdOEH6sT8dy31eegt12YqQPSFEU6YiUmoS5O8lBKTbMeia5XYgoDegDi6FdMe5o0TXtCOWI7tctsc3AN/RH2ONOIx5+0oALId3Yzm8O7fIa1NRh1aEY/YXW3W5im6HmQFst6LRt+yUR4+PXc+tGwDI9+LJ/Opdp31br19y1ZWDDNaII9z/baVi9Aj+//hHJ5o0aNCA6OhoDh/OnSQRERGBLMuEhoYSGxtLamoqsiyzdevWR95vQEAAaWm5F1zLli3Zt28fV65ccTrO38FsNmO1WilVyh6svWKF6+zatWvXAnDjxg0uXLhA/fr1AZgzZw7nzp1j7ty56PV/rcchBz8fAx2bNWDuik1kGk2cuniVPUdP0/3JZi5lt+45wtc/bWDRB+MpW9L5Znr95h32nTiL0WTGYrWyZc9hTly4QqPazj0am/48SI92zRzpIwrCeiocbcP2qILLgI8f+nb9sJ7a477shaOoQ8qhqdkUtDp0T/ZHiou2T1QAdG16o63bCuMPH7p92AFo67dBir2EnBxXoCbjH3/g260bmrAwVAEBBAwdinH79oK/hE4H2e2i0modfzvQ6/Fp146s/PvQaAj64ANks5n7n34Ksvs7jfX0XrQNn8yto7Z9nHo6ncpePIq6RCiamk3sddSuH1JcjKOOUKlAqwO1xvnvbNSlKtiX+wVi6DkM26UTudvmHONUONpG7VEFl81ts5N73Os5n91mtbLbrH1/pLtu2myJa5tJd66jLlYKdUX7LGlV0RA01RshpeS2na9eS4caZZi/5xxZZiunYhLZc+k23eq6vsX3qBvGz4cvE3c/k/i0LJYdvkzP7MkH1UsWIeZeOkevxyHLMrFJ6ey7fIcq2TNiN416mlWvdebX1zrx62v2h8tXg1rRvrpznJqvQUeHepWZv/UwWSYLp67dZs/Za3RrUsNFjyTJmCxWrDYJZDBZrFisNgBGdmvOxvee59cpz/LrlGdpW7sifVvU4oPn7MfeeiySO0n2h9/tpPt8u+UQTaq6idPMaYeIfWgbtENVvAwY/NC37u2SKsZRNvI46uCyaKo3Bo0OXZs+SHGxyPfu2AuoVKDJOYfUuX/noNbYl6lUuX9nx2t5qr1y2HzmBj3qln/ofejKmv1UHdSWoCql0Rfyo/7YXlxZvc9t2W0DP2Fdhyls6PIOG7q8Q2ZcMvsnL+HCDzsAqDuyB5V6t2Db4E9dTOWdQxeRbRK1XumCWq+lxov29rRdcg1zsRzZha55Z9Qly4GvP/qnB2E5vNOlHID1zEHUpcujrd8StDr0XZ9DunUDKS7XyKuCiqOpWs91Hz5++I3+CFvUebczmx16DuxA3+Zp1KXtenx6PId5/x/u9Zzcj6ZMBbSNWoNWh0+vIdhuXke6a38ZVJcqZx/m1WjRNe+AtlYjzL+vsa8rHYY6tJL93DL44DPoNaTkRPuEGwXrEfw1/tGUNIULF2bevHnMmjWL//3vf1gsFkJDQ1mwYAEhISG89NJL9O3bl+LFi9O4cWMnU/cgOnbs6Jho0q1bN4YPH86sWbN45513MBqNWCwWGjZsSN08eecelYCAAMaMGUP//v0JCgqiS5cuLmVsNhu9e/cmKyuLGTNmUKxYMa5cucLChQspX748gwbZUzyULVuWuXPn/mUN74x4jve/+YF2z79JUKA/74x4jsrlSnPi/BXemPE1R379BoBvlm8gNS2dwRNzhz26t23Ke28MQZZh/i+bmRS7CI1GTblSJZg1cTg1K+Xe1OPuJXM04hLvjHjORYPLd756Bsv+jfi+PA209hx8lt25cZa+o2djDl+PLWI/ZKZh/GU2hu4vo+o/2p7zbtVXjrL6Ts8iWy34jvvGscyydz2Wvesdn7X122DZv+mBmsxHj5L5yy8U+eILe57CvXtJX5p7syy2dCkZy5c7eheL//QTmpL2Hosi2ROLEgYNckwo8WnVCjk9HcupU07H0dWujaFFC2SjkeA88bCmFTORonNzrNmunsFyYBO+L72XXUdHsexenVtHo2Zh3rsBW8QBex2tnGMfAu43CunmVUyrv879/vXaYOj7uuOz//s/YTkVjnn9fHsddn0BdckwsNns+Qe3u8ZA2q6cxrJvI76vZrfZ+SNOqU18x8zBHL4O25n9kHkf44rPMfR4BdWAMUixVzD9+qWjrL7Lc/Y2m5CnzcLXYQlfj5wUh2ndPAzdX0IVFIxszMR6Zh+22JNOeqZ2bci0Tcd4cvZGgnwNTO3akMolCnMyOoGRK/Zx6G37RLP+jSpxMzmDAQvsD44+DSo48tqFFg1ges/GzNx+ijupmQQYdHStU46+DSsCUNTfNcwiyE+Pj8711jb1mSeZtnwHT05dRJC/D1MHPknlUsU4efUWI+dv5NBse0jFiahbDPt6rWO7phPm0qhyGRaP7Y+/j95pyNmg0+Jr0FE4W8e1u0l8tekA9zONFPLzoVXN8ozp6Rz369RmURFYDm7B9/l3QKfHevEolj25x/YdMRPz/o3Yzh20n0Orv7TnKezzhj3X5drc9tHWbY2hV248lf87P2A5vRfzpoUA+AyZ4khVowmtiqHHq5h2LEaKv+Gx9gKIu5/JsevxTO1a8ES3HG7tieDs/K10XfUOGh89N347xsnZufXTd9ennPl2E1HrD7oYPdkmYU7NwJppH5Vq/PZAbCYLA/bPdpQ5880mzny7CcliY+crX9Bq1qs88fZAUq7cZucrX9ChkmtMpe3CCcw71uA77lN7bsnT+zFv/dmx3u/dBZh//xXrsT+R01PJWvQRhoFv4PPiJGw3LpG1+BOn/ematsd2/SJy4h2n5dp6LdCUr4a6VBi6Zrm9aWnvvOLIcwhgPXcM02+/4v/WbFR6PZbj+zBt+NGxPuCj7zFtWYHl8G7ktFQy5n6A75BRqIdPsecFnP9R7jFrP4Ghx7Oo9AZs0VFkznnbEcOnKlwE36FjURctjmwyYrt6wd6LZ7M56VaaHsFfQyXLBXSDCAD7RJeTJ0/inx2/9k9iinTfq+QNrMv/upn9t0nfF//wQh4koE3JhxfyJAq7+alruiaC9jrBpbytwAnpsLJSa6krVXx4IQ+yYvL1hxfyIM/0dJ+82ptIWe6TQAtyKbzUfc+t4OEoMk+hQCAQCAQCgcCzKPYXTf4O4eHhzJnj+hM3EyZMoG1b90mFH8alSw8IahUIBAKBQCD4j/CfMoVt27b92+ZPIBAIBAKB4P8yYvhYIBAIBAKBQCBMoUAgEAgEAoFAmEKBQCAQCAQCAcIUCgQCgUAgEAgQplAgEAgEAoFAgDCFAoFAIBAIBAKEKRQIBAKBQCAQIEyhQCAQCAQCgQBhCgUCgUAgEAgECFMoEAgEAoFAIABUsizL3hbxf5XML1/ztgQH95Zf9bYEFwLK2bwtwQlD62reluCMTudtBc5kZnpbgQuWCzHeluCEvkd7b0twwrrnoLclOKEO9PW2BGcMem8rcCHmp2RvS3AibFxFb0twQlW6rLcluODbZ4q3JTwyoqdQIBAIBAKBQCBMoUAgEAgEAoFAmEKBQCAQCAQCAcIUCgQCgUAgEAgQplAgEAgEAoFAgDCFAoFAIBAIBAKEKRQIBAKBQCAQIEyhQCAQCAQCgQBhCgUCgUAgEAgECFMoEAgEAoFAIECYQoFAIBAIBAIBwhQKBAKBQCAQCACttwUIAIMf+k7PowmriZyVjuXAemyXjrktqmvVF22tlgBYzx/Asn8dAKqgEuha90NTqhKo1UhxNzDv+RU5Oc6xrapQcfTtBqIuWxVsVqft3REwuB+FXhiEymAgc/dekj/9CiwWl3L62jUoPOIldNWrgCRhOnGG5M+/RbqX5ChTeNQw/Ht1BSBj42+kfvsdAOrChSg++0O0YeVQadRYrseQ8tUCzBHn3VdV9/749H4WlcGA+VA4mYu+AKurJrRa/Me9h6ZSNTQlSpL2/jis50/n7qfXQAztnkIdHIJ0PxXT7xswbfzVsb7Q/JWoCxcBSbLX9aVzWPZ8n0fIv99muvbPoq3eNHdHag1INrLmjXV7nFSjhQ92nudQzD2CfPWMaVGZp6uVciknyzJfH7zK+vO3AOhTqwxjWlRGpVI5ldt88Tbv7zjPe+1r0Ld22b+0LQA+/uifeglNWC3krDQs+9Ziu3jEfR216Y+2bht7HUXsxbJ3jWOdvvMLqEOroSpSAvO2pdjOH3Cs09Rqga5hR1RFQpDNWdguHsGydy3Iktvj2PfXD0PXgaj0BizH95G17Cv35xCgqdEA36GjURctge1aJJmLP0O+Fw+AKqgYvs+PRVOlNphNmDYvx7xnS+7GKjWGPi+gb9UFlY8fUvxtzBEbwWICIDXTxPS1Bzh05Q5F/A2M7tKQrvUrumg4FnWHhbsjiLx1j0BfPdsm93dafys5nWlrDnAuNoGSQf5M6dmUZpVLA/b2mrvjFBtPXCXLZKVa6aK83asplUOKFFg/una90Hfsj0pvwHr6AMZVc8FqdV8/VethGDACdZFgbNGXMf78BXJygvP6Xi+hLlEWOSsd0/rvsZ7aj8q/EL7D3kUdUhZUaqS4m5g2LEZOvOFyDG2Lbuja9Eal02M9fxjzxu/A5l6PumJtDD1fRVW4ONLNK5jWzkVOSQRA/9RQNDUaowoMQr6fhGXPOqyn9zptq396KOqiJZEz07Ds3YA1Yq/b42ibPoWuZQ9UOgPWC0cw/7a0YE0VamF4+kVUhYsh3YrCtHEhcqpdk6ZmU3RNn0JdMgzpVhTGZR+7P17dVhh6v45p83fw03qX9UVf7E2x4f1R+fqQtn0/d6d9i2x21eNTvxrB457Ht1ZlZEki80gEcR8uwJqQDEDx0c9R/PWByObc6+Faj5FYYu+iKVKIsvPfR1+xLCqNGlNULPGfLgaMjrL/xD0oOcvM+C2nuZGciU2SqVDUnwmtqlK/dBAAH+2+wG+X7jr2ZbVJ6DRqDrze3m3dpWaamL5mP4eu3LZfZ081omv9Si7ljkXdYeGu09nXmYFtUwY4rZ/7x0n+PB/N9YRUXn2yHq93auBYtzcyliV/RnA1LgWDVkOb6mWZ2KMp/gadW01KRhGm8KuvvqJKlSp07dqVI0eOYLFYaNWq1d/e39ChQ3n55Zd58sknH3ndunXr2LNnD19//fXfPu7fRd9+sP1hv2gS6uCyGHqNxphwEznpjlM5bZ3WaCrWw7j8Q5DB0Hcscmoi1rN7URn8sF2LwPzHj2AxomvaHUOPNzAum2bfWK3B0Hcc1jN7MP32HcgSqiIhBWryafYEhV4YTPwbb2JLuEfxWR9Q+LUXSP32e5ey6kKBpK/fgvHwcbDaCHprNEWnTSJxzNsA+Pfpjm+7lsQ9NwxkCP72M6y375CxbgtSVhZJH87CGnMLZBnfti0pPucjbnfpB9icv3/9xvj0eZa06ROQkxLxf+sjfAe9RNbPi9x+B+vFsxi3rCFg4nQ3a1VkfP0/bNHXUJcsTcD7s5ASE7Ac2O0okf7pVKwRJxyfDa2rebTNLLtXYNm9IveYnV8AWXb7XQE+2XMRnUbNrlfbcikxjTGbTlO1eCCVigU4lVt77hZ/RsXz6+BmqFQwYv1JShfyYUCdUEeZ+0YLS45fp1JR/7+8rUNvxyFgs5I1bxzqEuUw9BuLMT4W+d5t5zqq1xZNlYYYf5gGyBgGTLTX0Zk9AEgJsVgjj6JrO8DlGCqdHvPuX5DuXEPlF4ihzxjkxk9hPfqb2zrS1n4CQ9dBZHw2ESnlHv6jP8DQ+wVMa1zPa1VAIfxHTSdz6Wyspw/h0/cl/F5/j4yPRgPgN/xtbLFRZM79AHXpMPzf+hzb3VhskWcAMPR5AW3lmqR/PAb5XjzqMuXRPlElt702Hkan0bD7nWe4dCeJ0T/somqpIi6GzUevpXejyhjrVWDxnxEuOt/+ZS91ywXz7Ysd2H/pFhOX72HTm30pGuDDH2ej2Xj8KktHPE2pIH/m/nGKd1ftZ+XoHm7rR1O9IfqO/cn69h2k1Hv4vvou+qefw7z5R9f68S+E7ytTMf7yNdZzRzF0G4LvS5PJnDMRAHXJUHxemITx5y+wXToFPv6o/Oznk2zKImvFV8gJt0GW0dZphu/w98n89FXHixiApnI99G17k7X4A+T7yfg8Nwldh4FY/ljuKt4vEJ/nJmFaPx9b5Al0HQdhGDge48J37Me0mDD+9CnyvTuoy1TC58V3kJLuIsVcBrUGn+cmYd7+E9ZjO+3rX5mOFHcDKS7GuY4q1UHfsidZP32MnJaMzzPj0bXrh2XXr66afAPwGTAO0+bvsF0+he7J/hj6jca4xH6Ny1npWI5sR128NJryNd22CT5+6Fr1QoqPdbvav1VDir02gOihb2ONT6LsvHcpPmYICZ//4FJWUyiQlJXbuLX/BLJVouS01yn16XhiX3nfUeb+b3u5PfFzl22ljCzuvP0F5hv2Ngvo2JzQhdMwrXjH8RL2T9yD/HQapnesRbkgP1TAnmsJjN18il3D2qJVq3m3fU3ebZ9bV+/vOIfa3UtpNp9sPIROq2b3u4Ps19nSHVQtVdT9dfZEFYz1Krq9zkKLBTKua2PWHI50WZduNDOsfT0aViiJxWrj7ZXhfPHbMd7t06JAXUrF68PHNpuNsWPH0rWrvRfp6NGjHDhw4CFb/YfQ6tFUbojloL0HQbodhe3aGbQ1mrkU1dRojuXkTuT0FOSMFCwnd6Kp2RwAKe6GvQfFlAmShOXkTtRFS4KP/SasqdkCOSMF66mdYDWDzYqceKtAWX7dOpOxaRvWa9HIaencX/wz/t27uC1rPHiUrF17kTMykU0m0ldtxFC3tmO9f/fOpC1fjS0+EVtCImnLV+fuy2zBGn3TbnZUKmRJQlO4EOpChVyOY2jXBdOu35BibyBnpGNcswx9u6fcfwGrFdPWNdgizzo9ZHIwbVyJ7foVkGxIt2OxHD2AtnptNztyg4fazN0xrRcOuZWUZbGx62o8bzSrhJ9eS4PSRWhbIZgtkXdcym6+eJuhDcMICfShRIAPQxuGsfmCc7mvD15hcL1yBPnq//K2AOj0aKo2wrJ/vb2Obl3BdvU02lquN0lNrZZYjv2OnJ6MnJ6C5fjvaGq3dKy3ntqNFHPRbW+e9fQepFv2dpTTU7BePIymTGW3dQSga9kZ875tSLejITMd46af0bfq7LastlFrbLdvYD2+F6wWjBuWoQmtiLpkKBh80Naoj2nLCrDZkGKvYT2+D33r7PPRLwBDp75kLZ3j6FmUbt0Ayf6ik2W2sPN8DCM71cfPoKNB+RDa1ghl66lrLjrqhAbTvWElyhYNcFkXnZDKxdv3eL1TfXx0WjrWDqNKySLsOh8NwO3kNOqXL0HZooFo1Gq6NqjItfiUguunSXssh3cg3Y2BrAzMv69E17Sj+/qp1xzpbgzW0wfAasG0bQXq0hVQl7D3Kus7D8RyYDu2iyfs12BmGnJidg+P1YIcfyv3upclVP6B4Ov8HbUN22E5vhs5/iYYMzD/uQZtw3bu9dRqihQXi+3cYbBasOxahbpUeVTF7b2mll2rkBPthka6eRXbjUjUoVXtG/sGoPLxc/QcSreikBJuoipexvU4ddtgOb0HOeEWGDMx79uAtl4b95pqNEZKuInt4lGwWbCEr0MdUg5VMXvvmXT9PLYLR5DTkgtsE337QViO/o6cmeZ2feG+HUlZ/QfmqzFI99NJnPsLQX3dt1nG3uOkbd+PlJ6FbDSR/NNmfBsWYEbzIZstmK/nthmSDU1QIPj4Af/cPcig1VC+iD9qlQoZUKtU3DdZuW907fnMOWb36q69kZB9nZ2LZmSnhrnXWc1ybD0Z5VLWfp1VpmzRQLf76tmoCq2qlcXPTe9f1/qVaFmtLL56LYX8DPRtUpXTN+Lc7EX5PNQUVqtWjQULFtCvXz86dOjA77//7lh35swZhg4dSt++fenbty979uwB4MiRI/Tt29dRLu/nI0eO0KNHD95++2169erF3r17mTJlCj///DOXLl1i5cqVbNiwgV69erFokb0HKDw8nEGDBtG3b18GDhzI6dOnH/rFDh48SP/+/enUqRNz5sxxW2br1q3069ePu3fvOi2/c+cOffv25bff7L0Np06dYvDgwfTs2ZOePXuyf/9+AGbOnEm/fv3o2bMnL7zwArduFWyyCkJVJAQkCTkl3rFMSriJulhpl7LqYqWRE3PfFuUCygFoylZBzkgFY4b9c6kKyPfvYeg9Gt/XZmPoPwFVAdsC6CqWx3wl98KxXI5CU6wo6sKuZi0/hoZ1sFy7kWdfYVgu5+7LfCUKXcXyTtuErPiOsge2ETznI9I3bEVKTnHZrzq0PLYbufux3YhCXaQoqoCHa3oY2hp1scXecFrmP/YdCi/ZQMB7s9CE5Q43eKrNnNZVaYiclWY3QG6ITs5Aq1YRViTXUFYNDuDavXSXsteSMqhaPPfGV7V4AFFJueXO3U3lQvx9+tcp+5e3zUFVpKTdqOUJX5ASYt3XUfHSyAl56ig+FrWbh/GjoC5bFSlfT2ReNKXDkGJzjZcUG4W6cFFU/q7nkKZMGLaYPCbNbESKv426THn7QxGAPD0UKhWaMhXs25atAJINbeM2BH65ioBPfkDfvqejaHTifXt7BRd2LKtaqghRcSl/6ftGxadQtmig0zBV1ZK5++lStwI376URnZCKxSax+WQULaoWXLfqUmFIt647Pku3rqMuVAT8XB+U6pJh2PKUxWxCSryLulQ5ex2Urw6A35Rv8f9wGT5D3wQ/Z9PnN/kbAmavw2/4+5gP/g4Z953Wq0qURbobnavnbjTqwCAX8wigLhHqVBaLCTnpLuoQ115stHrUZSvZzSZARirWM/vRNnwSVGrUoVVRBwUjxV5y2VQVXMZumvNqCihAU3BZ555Giwk5OQ51sOu15Q516YqoS1fAenxXgWUMlcthjMxtB1PkdbTBRe2G7SH4NqmN+apzT2hA+6ZUPfYrFX+bT9CzXV22qbB5LtXPbSB04XSSf90OWfbr/5+8BwE8s/wQTefuYtyW0/SpVYaifvr8u2Hn1TiK+OppVMZ9OER0wj9znf1VTlyPo9IDQjSUzCMNHwcEBLB27VpOnDjBuHHj6NKlC/fv32fatGksWrSIEiVKEB8fT//+/dmyZctD93f16lVmzJhBgwb2Mfkco1mtWjUGDRpEZmYmkydPBiAmJoZ58+axePFiAgICuHLlCsOGDXMY0IKIiopi5cqVmEwmBg0aRIMGDZyGjL/77jsOHDjADz/8QGBg7skZGRnJpEmTmDZtGk888QQpKSmMGjWKb775hoYNG2Kz2UhPt5+8w4YNc+hcvXo1n3/+OV988cWjVKkDlc4A5iynZbI5C/QG18I6A7Ipy6mcSu/jus+AIHRPDsa8d3WeZUVQl62GafNcpJhItA06YOj5BsYfpzl6L/Ki9vNFTs81J1L23yo/X0i971LeIbFyRQq9MpTEibnDESpfX8f2AHJ6Bmp/P6ft4p4dBnodfu1agc59HIbKxxc5M89+MtOz9++HnF6wpofhM/BFUKsw797mWJbx5UfYrl8GVPh060fAe7MwrpwBpiyPtVletDWaY7t4uMDvkGmx4a93vpwD9FoyLK5tm2mxEpCnbIBBS6bFhizLSDL8b89FprSt7nZI5kHb5i1tryOj07ayKQvcfHd0PsimzDzlMt3W0cPQ1G6FumR5jL//UHCh/OdQVoZjuYshMfgipaU6f4esDFQ+vmDMwnr5HIaeQzD+uhB1mTC0jVohZ5dXFw1G5ReAJqQsaZOGoA4pg/9bs7Cc+Q0p/gaZJqtLvFGAj54Mk/vYxoLINFkJ8HHdT/x9e30GB/pSv3wIveZsQKNWEVLYn+9edd8zav/OPshG1/qxX3v5eqoMPsjpzvWDMQMMvvZtgoqha/wkmfPeQ05NwmfIeHz6j8C4LHdoMnPmaNDq0NZtDlrXx5FK7wPG3HMj52+VwRc5K5/Z0Psg52tD2ZiJSu/rsl99r2FId6KxXTntWGaN2I+hzwj03V4CwLzpO+T7SS7bqvQ+9t79HLKvb5Xex72mzHyaTFmoDK6aXA+kQt/1JczbfgQKDhtR+/sipeW2mS37b7W/L7YU972LAIZq5Qke+Syxr89wLLu/bS8pv27DmpiCb71qlP32HaT7GdzfEu4oc73HSFR6HYGdW6DSaTGE2Zf/U/egnPjkVc81x2S1sTsqHovk/vtvuXiH7tVLuY9pBjLNFvwNzmby71xnf4VDV26x+cRVfh7Z/V87xr/JI5nCnKHd+vXrEx8fj8lk4tSpU9y8eZNhw4Y5yqlUKqKjowvajYOwsDCHIXwY+/btIyYmhueee86xzGq1kpiYSPHixQvcrnfv3mi1WrRaLV27duXw4cMOU/jNN99QunRpFi1ahF6fe8JcunSJUaNGsXDhQipVsvcMnT59mkqVKtGwYUMANBoNhQvb3zr27t3LihUryMzMxFpAIPbDkC0myHfTUul9wGxyLWwxodL75t4e9D7I+R68+AZg6DMW65lwp4kPstWMdPsq0g37BA7riT/QNemKqmgp5MSb+D3VgSJvjwfAdPosUmYWqjzGTR2QHQuU6WyG8qItW5riX31Cyuy5mE+fzT12VpaTCVT5+yFlZLruwGwh848/KblqCZbLV9E3CcPvtTftei9GIBuzUPnl2Y9vtqYsN/t6RAxP90Hftgtp745xGp60XTrn+Nu4fgX6J59CU7oKtusRHmszx74Di6AuWxXzzp8K/B5+Og0Z+QLL081W/HUaN2W1TmUzzDb8dBpUKhWrImKoWjyQuqWCCjhOwdvmxV5HzsZOpfd1MYoAWIzOdWTwda2jh6Cp3AB9m34YV33u6LkA0DVrj+8L9vPaevksGLNQ+eY5h3KG6o2u57Vsci4L9nNOzi6bueh/+A4ZQ+CcX5Di72A5tAtNGfsTUs4+F4ybfgKLGenmdSxH9qAJq4wUfwM/g9blwZRhsvzlwPSH7Wfh7jOcv5nI71P6UyzAl62nrzHs+z9YO64Xvnot2ifa4TNwJAC2qPPIJiMqnzzfOftv2U39kL9sTvmclyCLGcuRnfa4QcC8YxV+I91MpLBasJ7ci9/U+diCQ9C162fXE33Rfh7kNVDZf+d90XJgNtoNex5UBj/7C1sedE8NRR1SDuPi6bnlipfGMHAcpuWfY4uKQFWsFD5DpyAb08Dgh6H7K3ZNMZcK1uTunDUbXUypSu/rXn8+tE90QoqLQbp11Wl5oZ7tKDXDHteaefw8UkYW6oDcdtBk/y1lFHwMXblShH4/g7sfLSTreO6kPvPV3B77rFMXSfpxI4FPtXIyhWAfSr6/JZyK2xcgHVuOfO/WP3YPyotBq+HpaqXo+9NBqhUPpFpwbgfOnbQsjt9K4r0ONQr8nn56HRkms9OyDONfv84elYiYeKauDOfzIU869U4+TjySKTQY7D0gGo29ca1WK7IsU61aNZYvdw34PX78OHKegHiTyflh6efnl3+TB9K6dWs+++yzv7TNg6hfvz4HDhzg9u3blC9f3rE8JCSEjIwMjhw54jCFBXHr1i0++eQT1qxZQ2hoKCdPnmTixIl/WYucHAdqNaqgEo7hSHXxsm6HwKR7t1EFl4W4G+7LGfzw6TMW27UIrMe2OW0rJ95CVbrg75S5fReZ23OHKIp+OBV9lUpk7bTfDHRVKmK7l4RUQC+hpmQJgufO4v7in8jcttNpneVaNLqqlTBfsA/F6KtUchpedkGrRVumFOZ9OzHvy92X/7h30ZSvhOXgHvsxy1dCSk76272E+vZP2yeuvDcGOSnhwYVl2TFS6Kk2y0FTvRnS7Sjk+4kFygsr4o9VkolOySAsyG50LiemU7GY65BWxaL+XE5Mo3ZJ+03rckIalbLj1Y7GJnHiVjL7b9iPlWq0cCkhjcuJ6UxpV/2B2zpVV/JdUGuc66hEqPs6SryNqkQo3LUPgamDQ5EeEO+aH3X52ui7vIhp7ZcucbKWw7uxHM6dPOT72lTUoRXhmP28VperiJSa5NLDBGC7FY2+ZafcBXof1MGl7LGBgHwvnsyv3nXat/W6/Rx3DFHn7eDIc08MK17I3l6J9wkrbh+6vnwniUohQY/8vQEqlQjiZlKakxG8fCeJp7NnMV+6nUyXuuUJKWw/J3o1qsysLUe5Fp9CrbLFsR7fQ/rxPY79+Tw/EXXpCnDKHiKjKVMB6X4yuIlnk+5Go2vSIU/9GFAXL4l0xz4cabt9w7kCCu7sAkCl0SAl3iZzxlDHMsMzY1GXKo/tnD2WVl2qPFJaipPxd+iJj0XboG3uAp0BVdEQpLhco6Pr8AzaqvXJ+m5arnkF1CHlkBLvYLtqnyQkJ97Gdukkmkr1MG//kcxzB3M19RmJOqQctgtHcrdNL0BTwk3neEOdAVXREkgJNx9cGYCmQi00YTXQVKlvrx/fAPQly+ObsotL9fs5ypWe8xY+1SuQtm2fXV/1ilgTkgrsJdSWLkG5H/9H4ryV3N+4222ZXHLve+5QabWoCxXDdu/WP3YPcodVkrh1P8vJFG6NvEO9UkGULVywnwgLzrnOUgkrnn2sv3GdPQqRt+4x9sddTO/XiqaVCw7NUjp/e6JJgwYNiI6O5vDh3CGtiIgIZFkmNDSU2NhYUlNTkWWZrVu3PvJ+AwICSEvLPZlbtmzJvn37uHIlN5YqIsJ1ZlB+Nm3ahNVqJTMzk23bttGsWe4kgNatWzN9+nSGDx/utN+goCB++OEHNm3axNKlSwG7gYyKiuLUqVOAfWJMamoq6enp6HQ6goODkSSJlStXPvJ3dMJqxnb1FLrmPexxLqUqoalUH6uboULbxcP29Bv+Qaj8C6Nr1AlbzsQDvQ+GPmOw3Y7CcsA1ZYE18gjqkhVRh1YHlQptgw7IWekus2VzyPxtB/69nkZbIQxVgD+FXh5Cxpbf3ZbVBBenxPzZpK/eQMY61/CBjK1/EPhsfzTBxVEXL0bgkAGOfelr10BfrzZotagMegKfH4SmaBFM51xneJn2/IGhfTfUZcNQ+QXg038o5j3bC6xatDrQZfcEa7W5fwP61h3xfXYYaR+8iRTnXAeq4iXQVKvt2MbQayCqwMLYbmfHM3qozRxfo0YzrBcOFrgewFenoX2lEsw/HEWWxcbp2ymEX0twG4DdvUYpfj4VQ3y6kfh0Iz+diqZHTXu5GZ1qsW5IC1YObsbKwc2oWaIQw5tUZGTzSg/d1gmLGdvlE+ha9QGdHnWZymgq18d63vV72M4fRPdEZ1QBQaj8g9A17oLtXJ7JZmoNaLT2h5Mm++/sJ5W6XHUM3Ydj2jgX6e51l327yDqwA32bp1GXLge+/vj0eA7z/j/clrWe3I+mTAW0jVqDVodPryHYbl5Hums3GepS5ezDzhotuuYd0NZqhPl3eyodKeEO1ksRGHo8C1od6lLl0DVth+2uvdfHV6+jQ61yzN9xiiyzhVM34tlzIZZuDVxT0kiSjMliw2qzT5gyWWxYrPYhubDgwlQrVZSFu05jstjYfT6ay3eT6VDL3mNZq2wxdpyN5l5aFpIks+VkFFabTGgx93G4lmO70TXvbJ9M4+uPvstALEd2ui1rjTiEulQY2notQKtD/9RgpNs3kLLj9CxHdqJr2hFVsRDQGdB36o/1/FF73ZWvhqZiTXtb6vToO/ZDFRiEFOscM2s9FY62UXv7i5WPH/p2/bCe3ONez/mjqEPKoanVFLQ6dO37I92Ntk8uAXRteqOt2wrjkg9dDJx05zrqYqVQV7RPNlMVDUFTvRFSfIzrcSL2oW3Qzj4JxeCHvnVvrGfcp66xRh5HHVwWTfXGoNGha9MHKS4W+V72PUelAo3Ofo6r1Ll/A6aNC8maNwnjwqkYF05Fun0N8951JMxxngmeun4XQQM6o68cijrQn+JvDCJlnfs204YUI+ynT0j+eTMpv7jO0A/o0Ax1Ibs586lblSJDe5K+035f86lfDd9GNUFnv1cXG94fTbEgpDj76OA/dQ+KuJPCqdvJWGwSRquNpcevcy/TTO0Q53N2y8U79KzxYPNlv87C8lxncey5EEO3hq4dJPbrzIpVkgD73znXGYDFJmGyWJFksEn2v23Zkxiv3k3mjaV/MKVnU9rWLPdATUpHJcsPyHGBPc7v5MmT+Pv7u3yOiIhg1qxZpKamYrFYCA0NZcGCBajVaubOncu6desoXrw4jRs35uDBg6xbt44jR44wc+ZM1q3LzY83ZcoUateuzZAhQ4iNjWXUqFEAdOvWjeHDh7N//36+/vprjEYjFouFhg0b8vHH7vM5gT3tTI0aNTh58iSpqak8/fTTTJgwwbEuJyXNiRMnmDx5Ml9//TWRkZGOlDQZGRmMGDGCZs2aMXLkSE6ePMnMmTPJzMxErVYzefJkWrRowUcffcTu3bspUqQIbdu2ZcOGDeze/bA3r1wyv3zN/ofBD33nF9CUq4GclYHlwDpsl46hLl0ZQ+/RTnnpdK36oq1tT9djPbffkfNOU6MZhi4v2Yft8jSp8afpjpltmkoN0LXui8o3ECkhBvPuXxym8N5y5yEKgIBn+1Po+UGoDHqy/txH0idfOvIUlvx1MfeXriBz+y4KvTqUwq+9iJRvaPlW29yYisKjh+Pf62kAMjZuI/Ub+yQiQ8O6BL05Cm2ZUshWK5ao69xfsBTTqbMElHONRTH0GIBP78Go9AbMh/eSuXCOY9i30JdLMa5d7uhdLDR/JZoSJZ22Tx0xCCnhLoXm/YK6WLBT3kXz3h1kLpqDOrQ8/uPfQxNSGtlixnb9Klk/L0Kb9/7joTZTl6qIoe84shZNcuS3y92x8xBIqtHC9J3nORxzjyAfPWNa2nOEnbyVzKhNpziYncdLlmW+OnDFKUfY2JZV3MblvLr2OF2rlXTKU1jgtpn5hvHz5ik0pmPZuwbbxSOoy1TB0H88WV+9kftV2g5AW6e1vY7O7sMSnhtbaRj4Fppy1Z12bVw5Eyn2EoaBk+x5N/MM/dvz09ljey0XXB/q9jyFg1Dp9S55CgM++h7TlhWO3kVNzYb4DhmFuliIPU/h958h37NPntF36ouhx7Oo9AZs0VEYf5mH7cZlx3FUQcXwfXki2iq1ke+nYNq2EgJzr5HUTBPT1h7g8JU7BPkZGPOUPU/hyetxjPxhJ4c+sIfMHLt2l2HfOb+QNaoQwuLh9pnOt5LTeX/1fs7FJlIyyJ+3e+XmKTRZbMz+7Ri7z8eQZbYSWiyQ0Z0b0rKafbKJdY+rSdc92Rt9h35u8xT6vT0X847VWLN7F3PzFJaw5ylc/gVyUu4ELP3Tz6Jr3Q0A28UTGNcshKwMNJVrY+j3GupiIWCzYbtzA/PWn5HjXWdfa1t2R9+mF2j1WM8fwbxxkSMnoO+YOZjD12E7Y+/ZVFeqg6HHK6iCgpFic/IU2kcB/D9ejWy1gC3Pgz58HZZw+wuZpnZz9O37owoKRjZmYj2zD8ueNbjr4tQ2exp9ix6g02O9eBTz1iW5mkbMxLx/I7bs3sXcPIXFkW5ddcpTqK3XBkOv15z2bTm9F/OmhS7H9Hn+HaxnD3Btgps8hS/1secp9DGQ9vsB7r7/jSNPYcXf5pO44Ffub9pD8VHPEjx2iMvQck7PY+kv3sK/ZUPUeh2Wu4kkr9hK8rJNAPg1qU3IuyPQhZYEqw3j5RskfPkTJVrmXvf/xD3o+M0kPtt7iVupWWjVKioXC+CN5pWdJpOcuZPCiPUn2PlqW5c4RlVp50k8qZkmpq3Zz+Ert+3X2dP2PIUnr99l5NIdHMrumT4WdYdh3zl3MjSqUJLFr9mfW++t2sfmk87PyQ/6t6LXE1V4f7V9nY8uV0upoADWTegDgG+fKS5tplQeagoF/x4OU6gA3JlCb+POFHqTvHkKFUEBE3K8Rn5TqADcmUJvou/hPsGut3BnCr2JOvARJmB4EoPrjFdvE/NTwelrvEHYONfebW+S3xQqgcfJFHo9T6FAIBAIBAKBwPso4hdN/g7h4eFu8w9OmDCBtm3butlCIBAIBAKBQFAQj60pbNu2rTB/AoFAIBAIBP8QYvhYIBAIBAKBQCBMoUAgEAgEAoFAmEKBQCAQCAQCAcIUCgQCgUAgEAgQplAgEAgEAoFAgDCFAoFAIBAIBAKEKRQIBAKBQCAQIEyhQCAQCAQCgQBhCgUCgUAgEAgECFMoEAgEAoFAIABUsizL3hYhEAgEAoFAIPAuoqdQIBAIBAKBQCBMoUAgEAgEAoFAmEKBQCAQCAQCAcIUCgQCgUAgEAgQplAgEAgEAoFAgDCFAoFAIBAIBAKEKRQIBAKBQCAQIEyhQCAQCAQCgQBhCgUCgUAgEAgECFMoEAgEAoFAIECYQoFAIBAIBAIBwhQ+tsTFxbksi4yM9IKSgklNTfW2BO7du8ft27cd/wSCx5GNGzc+0jKBK96+D1ksFpdl9+/f94ISO1FRUY+0TPB/E5Usy7K3RQj+OgMGDOCHH37A398fgKtXr/LGG2/wxx9/eFTHuXPnGD9+PHFxcbRr147p06dTtGhRAPr06cP69es9qieHQ4cOMWXKFO7du4darcZisRAUFMShQ4e8oufOnTvMmjWLyMhITCaTY/muXbu8oqcgXn31Vb7//nuPHtNsNrN48WJu375Nhw4daNeunWPdhx9+yHvvvedRPcuXL3/g+ueee85DSnJxdy158/r67LPPClynUqmYNGmSB9Uo9z4E8OabbzJ79mzH5/T0dF5++WVWrVrlFT1KOZeuXr36wPWVK1f2kBI7ycnJfP7559y5c4cOHTo4XeejR4/mm2++8aievHjy+aH9x/co8Agvvvgio0ePZtGiRdy6dYuRI0fy6aefelzH//73P9555x3q16/Pzz//zHPPPceSJUsoVaoU3nzfmDVrFj/88APjx49n/fr1rFmzhps3b3pNz9SpU+natSuRkZF8/vnn/PLLL5QrV84rWrKysgpcd+XKFQ8qsTN9+nSysrKoW7cun3/+OQcOHOCdd94B4OTJkx7Xc+7cOY8fsyDOnj1LREQEycnJTmY1PT3dbQ+Up/Dz83NZZrVa2bx5M3fv3vW4KVTqfQigePHizJo1i0mTJmE0GhkxYgQ9evTwuI6kpCSSkpIwmUxERUU56iUtLY3MzEyP6xk+fHiB61QqlcdfmKdNm0bZsmVp27Ytv/zyC4cOHeLLL79Eq9USGxvrUS358eTzQ5jCx5Ru3bpx584dJkyYwJUrV5gxYwYNGzb0uI7MzExHz86oUaOoUKECL7zwAosXL0alUnlcT14qVKiA1WpFpVIxYMAA+vbty/jx472iJTk5mQEDBrBs2TIaNGhAvXr1GDhwIKNGjfK4lgYNGqBSqZweljmfvdFmZ8+eZfPmzQAMHjyYCRMmMHXqVD7++GOvPNA/+eQTjx+zIOLi4jh37hxZWVlOZtXf39+rOvOft9u2beOrr76iSpUqzJs3z+N6lHwfmjJlCmPHjmXp0qXs27ePtm3bMnToUI/r2Lx5Mz/++CPx8fEMGzbMsTwwMJBXX33V43p2797t8WM+iBs3bvD1118D0KlTJ2bMmMFrr73mlfM5P558fghT+JgRHh7u+Lty5cps27aNli1bYjQaCQ8Pp23bth7VYzKZsNlsaDQawG5W9Xo9L774Ilar1aNa8qLV2k/tkJAQdu/eTZkyZbwaW6TT6QB7D8vt27cpXrw4SUlJXtESHBzMxo0bHcNrefH0+QNgs9kcf/v4+PDNN98wceJEJk2ahCRJHteTl2vXrhEZGYnZbHYs6927t8eO37FjRzp27Mj+/ftp1aqVx477qBw4cIDZs2fj6+vLxx9/TKNGjbyiQ4n3obw98h988AHDhg2jSZMmDBkyhKysLHx9fT2q54UXXuCFF15gwYIFjBgxwqPHfhTu3bvnNDRaunRpjx4/b8+7SqVi2rRpzJw5k+HDhzvp8gaefH4IU/iYkT/ey8/Pj0uXLnHp0iVUKpXHH+rNmzdn//79Tsft1KkTWq2WqVOnelRLXp5//nlSU1MZO3Ysb775Jmlpabz99tte0/PEE0+QkpLC4MGD6du3L3q9ni5dunhFS9OmTbly5QpNmzZ1WVe3bl2P6ylevDiRkZFUr14dAI1Gw+zZs5k8ebJXhrNzWLZsGb/++isJCQnUqVOH48eP07hxY4+awhxatWrldYOal4iICObMmUNKSgrjx4/3ystEXpR4H8rbI5/z/7lz51iyZAkqlYqLFy96RVeOIfS2CctBKfHfoaGhHDt2jMaNGzuWTZ48mTlz5vDdd995VEt+PPn8EBNNBAIPc/v2bdLT06lataq3pSiCGzduoNPpKFOmjNNyWZbZu3ev1wxH9+7dWbVqFYMHD2bjxo1cvnyZuXPn8tVXX3lcS0EG1dOTgnKoXr06ZcqUoXPnzm6HZ9966y0vqBI8CocPH2by5MleN2E59O3bl9mzZ7vEf3s61CclJQWVSkXhwoVd1l29etXjE18K4t9+foiUNI8xaWlpREREcOzYMcc/ocfOokWLSElJcXxOTk722gMU4ODBg6SlpQH2N/KSJUt67SasNMqXL+9iCAGv9HznRa/X4+fnhyRJyLJM1apVuXHjhle0rFq1itWrV1OqVCkWL17M6tWrHZkHvMHIkSPp06cP/v7++Pn5ufzzJuHh4cycOZOZM2c6hdsI7Hz22Wf88MMPVK5cmTNnzjBjxgyeeeYZr2rKH/+9b98+j2sICgpyGMKkpCT+/PNP/vzzT5KSkrxuCD35/BDDx48pv/32GzNnzuT+/fuUKFGCmJgYqlev7rXUC0rTs3XrVqfZbUWKFGHLli1eCagG+404b10EBAS4LPMUzZo1e2DwvafNqtL05ODr64vFYqF69erMmjWLUqVKeS3GUUkGFewpOpTIF198we7du+nWrRsAc+bM4dSpU4wbN85rmiIjI5k2bZrL0L+3ho9BWZPwlBb//ccff/Dee+9Ru3ZtZFlm6tSpfPjhh3Ts2NFrmjz5/BCm8DFlwYIFrFu3jldeeYUNGzZw4MABfv/9d6EnG3dREXknNHia/DN71Wq11/SsXbsWgDVr1pCSksLAgQORZZk1a9a4HTr5v6Ynh2nTpmGxWJgyZQpz5szh5s2bD8zP92+iJIOaHyXFOm7fvp3169c7eiuff/55+vTp41VTOH36dMaNG8cnn3zC999/z/Lly73ay6s0E6a0+O8vvviClStXUqFCBcAe3vL666971RR69PkhCx5L+vTpI8uyLHfv3t2xrHfv3t6Sozg9o0ePlpcsWSJLkiTbbDZ58eLF8htvvOE1PYMHD5ZPnz7t+Hz69Gl54MCBXtMjy7ltlpe+fft6QYkdpelREpcuXZIzMjLkxMREeerUqfLo0aPlCxcueFuW/OOPP8pdu3aVGzduLL/88sty3bp15VdeecVrevr37y9LkuT4bLVa5f79+3tNjyy7vzd687zevHmznJKSIp85c0bu2LGj3LRpU3nDhg1e06M0evXq5bLMm88yWfbs80P0FD6m6PV6ZFkmLCyMn376iTJlynglAalS9bzzzjtMmjSJOXPmoFKpaNCggdd6eQAmTZrEyJEjHbEpV69e5dtvv/WaHrAnQE5KSnKkpklKSiI9PV3oyWb06NF8+OGHBAUFAfa41OnTp3tloklOULmfnx8ff/yxx49fEDmxjoMHD2bx4sWOyTjeokGDBrz66qv06dMHgE2bNtGoUSNHbKE3YlRz0uQULlyYyMhIQkJCSE5O9riOHLp37w7YMw3s2LHDazpyWLRoEc8884zTdbZ27Vqvhfp06NCB+fPn079/f2RZZt26dXTo0AGj0Ygsyx5PJQSefX4IU/iYMnbsWNLT05k4cSLTp08nLS2NadOmCT3ZhISEsGzZMocx9fPzcxre8jQNGjRg69atnD59GoD69et7dWgU7HnLevfu7Uj6Gx4ezmuvvSb0ZBMbG+t4UIE9LjUmJsYrWpRkUPOitFjHnDi9X3/91bHs/PnznD9/3msTl7p27UpycjLDhw9n8ODBSJLEmDFjPK4jB6WZMKXFf+e81OS/tr799luvpRLy6PPjX+l/FAjyMXfuXI8e79NPP3X6bLFY5Ndee82jGvKybds2l2Xz5s3zghJnIiMj5WXLlsnLli2TIyMjvS1HUXq6d+8uW61Wx2ez2Sx37drVK1qUOKQly7L87LPPymazWZ44caI8c+ZMedmyZU7DpAJnzGaznJaW5lUNPXv2dFnm7vzyFD169HBZJs4hZzz5/BApaR5T7t27x8SJEx0/2h0ZGckvv/ziZVUF4+lhirt37zp+K1aSJCZMmOAIHPYG3333ndPv+P7www9eT0lz/PhxqlWrxtChQxk6dCjVqlVjw4YNQk82rVq1Yvz48Rw/fpzjx4/z5ptv0rp1a69osdlsToHlFovFqz3fOeSdjJOamsqxY8e8GqYBykqNBfZJAqtXr2bWrFnodDpSUlK88pveefXkx5uT8MqXL8/SpUuRZRlJkliyZInXfhdeqXj0+fGvWE3Bv86IESPkFStWON6oTCaTot+uPP0majKZ5CFDhsjbt2+X33rrLfmDDz7w6PHzc/v2bbl79+5yVFSUvGLFCnngwIFyRkaGVzX16NFDjoqKcnzeunWr13sMlKTHbDbL33zzjdyvXz+5X79+8jfffCObTCavaPn000/l0aNHy8eOHZOPHTsmjx49Wv7kk0+8okXJbN26VW7Tpo1cv359uXPnznL16tW93qP68ccfyxMmTJC7dOkiy7IsJyUlyf369fOaHqVNwrt79648dOhQuXbt2nKdOnXk559/Xo6Li/OanosXL8rPPPOMXLduXbl69eqOf97Ek88PYQofU3JmtOV9aLobFlAK3rgxp6SkyN26dZOnTp3q8WO74+LFi3KnTp3k/v37e30ISZbtQ7U9evSQExIS5F27dsndunWTExIShJ5HxJMhEUoyqHkZNWqUnJyc7PiclJQkjxkzxmt6evToIScmJjrui/v375ffe+89r+mRZft9WZIkp3u1N1/glWbCcsjIyHBrdMLDwz2qY+DAgfLBgwflHj16yHFxcfKcOXPkhQsXelSDOzz1/BATTR5TcnJN5XD//n23wwL/18ifCNloNJKQkMDu3bsBzydCHjNmjJMelUqFn58f77zzDuAazOxJqlWrxttvv81LL73kGLYpXry40POI7NixgzfeeMMjx9LpdIwaNYpRo0a5XT9v3jyPacmLkibjgP2+WKxYMcdwaMuWLfn888+9pgfAYDA43QO8nV/S3SS8vOzdu5c2bdp4XFdBv4TzxRdfeFSP2WymefPmyLJMiRIlGD9+PP369XOaDOMpvPH8EKbwMaVTp068//77ZGRksG7dOlasWEG/fv28LatAPGVYcxIhK4Unn3zS6XPOzFpvkj/mS6VSUalSJX788UfA879bqzQ9j4qSXsI8aVDzkhPrmJN2xduxjkpLjQX2dEKbNm1ClmVu3rzJokWLaNSokVc1gXJM2MPw9HWmpBRC3nh+CFP4mDJs2DA2bdrE/fv3CQ8PZ+jQofTq1cvbsgpkyZIlHjlOzm/oHj9+nCeeeMJp3YYNG9z+xu6/SU6+tLi4OEJCQpzWRUZGelRLDvkfBp07d/aKjhyUpudRedBP83kabxnUnMk4zz//PADLli3z2mQcUF5qLIApU6bw6aefkpCQwDPPPEP79u2ZPHmyVzU9CCW97IDnrzMlpRDyyvPjXxuYFvyfQmnBuUqbtNC/f385PT3d8fnKlStyp06dvKbnUfB0GqGHoTQ93p7AkBdvaVFqrKPg76Ok81qWvatHCSmEZNmzzw/RU/iY8bB0D94aalPa73vOmjWLcePGsWTJEiIiIpg3bx4//PCD1/S8+OKLjB49mkWLFnHr1i1GjhzJp59+6jU9j4K3hiQLQml6ZIX1qHgDpcU6mkwmNm3aRGxsLFar1bHcG/fFnF9RKQhvJNJ+HPHGdRYTE0NMTIxTqh5vtpcnnx/CFD5mFBQH4m2UFJwLypu00K1bN+7cucOECRO4cuUKM2bMoGHDhl7T8ygozfQoTY+nQiIeBaXVTQ6eNvJjx47FYrFQt25d9Hq9x47rju+//77Add76dZVHwVvnUt6fuMzL+PHjPapj9uzZrF69mkqVKqFW21M5e7u9PPn8EKbwMaOgN/L8ePoNXSnBuUqbtJC3t6By5cps27aNli1bYjQaCQ8PV+yDAZQVMwee1xMZGcm0adOIjIx0mjyR8zNX7h5g3kJJBjUvnjYY0dHRbNu2zaPHLIiffvrpkcp5a7avUkzYmTNnGDduHJIkER4eztmzZ1m1ahUffvgh4Pkeuu3bt7Nz504CAgI8elx3eOP5IUzhfxRPv6ErJThXaZMW8vcW+Pn5cenSJS5duuT1t0/Bg1FSSMTjZFDz4mkjHxoaSnp6uiIe6I+Kp2f7Ks2EffLJJ3z33XdMnDgRgDp16jBlyhSPashLcHCwYs4fbzw/hCn8j+LpN/SXXnoJgDZt2nD06FFMJpNXLqxH7Un1FI/aW6BElDYk6Wk9SgqJUJJBVTKBgYH069eP1q1bOw0fKzWtEXj+vFaaCbNYLFSuXNlpmU6n85IaqF+/PhMmTOCpp57CYDA4lnvjBd4bzw9hCv+jeGPoT0nBuenp6cybN4/Dhw8D0Lx5c15//XWvvQEeO3aMmjVr4u/vz+rVqzl79izDhg0jNDTUK3oeBaUNSXpaj1JCIkBZBvWv4GnDU6FCBa/+xvnfwdP3aqWZML1eT0ZGhqMerl696mTGPM3Zs2cBZ0OmhFGd8PBwx/OsWbNm/5oeYQoF/wifffYZGzZsoEKFCooIzp06dSoBAQG8++67AKxbt46pU6fy9ddfe0XPjBkz2LRpE1euXGHp0qX07NmTd955h2XLlnlFDyhvSFJpepQSEgHKMqh/BU8b+YeNFHjrl1+UhNJM2IgRI3jllVeIj49nypQp7Nu3j1mzZnlNz8N657wRA/rFF1+we/duunXrBsCcOXM4deoU48aN++cP9q8kuhF4HU/n5OvUqZOcmZnp0WM+iKeeeuqRlnmKnFxb33//vbxs2TJZlj3fRvlR2m98Kk1PXrydr2zJkiVyUlKSHB4eLtevX1+uW7eu/P3333tNTw5Ky0/6MJSWg0+WPX8f2LNnjzxw4EC5RYsW8uTJk+UWLVrIBw4c8KiG/MTExMjLly+Xf/75Z/nGjRte1fIwvHEOde7c2el3oTMyMuTOnTv/K8cSPYX/UTz9hl6qVCmvDkHkp0SJEk6z65KTk10ywnsSq9XKmTNn2LFjhyOgO+8wuzdQ2pCk0vSAckIilBKzm5/HLdZR9mKcrFJm+7Zt25aKFSuyb98+ZFnm9ddfJywszKMa8vLdd98xbNgwnn32WZdlSsQb51ChQoXw9fV1fDYYDBQqVOhfOZYwhY8pShtqmzJlCiNGjKBly5ZOAd7PPfecR3XkpKQpUqQIvXr1cvx25J49e1x+9s6TjB07lvfff5/mzZtTpUoVrl+/7tUbMShvSFJpepQWEqEUg5oXJRr5B+GNWGulzfZVmgn77bffXI7tbplS8OQ5lJOSpkGDBrz66quOn73btGnTv/b72cIUPqYo7Q190aJFJCQkcPHiRcfD3RvkpKSpXLmyUzD1M8884y1JAHTs2JGOHTs6PleoUIFvv/3W8dkbsU5KiplTop6dO3eya9cupzd0b6E0g5qD0oy8ElHabF+lmLADBw6wf/9+4uPjnfLLpqenKy7zgbfIn5Lm119/dfx94cKFf+WYwhQ+pijtDf38+fP8/vvvXk94rNTk3g/DGz/hprQhSaXpUVJIhJIMal6UZuQfhjfMhlJm+yrNhOl0Ovz9/VGpVE75ZUuUKKHYnmbw7DnkjQTowhQ+pijtDb18+fJkZmYqOp4oL+J3dO0obUhSSXqUEhIByjKoeVGakX8Y3kizpJTZvkozYU2aNKFJkyZ07tyZqlWrevz4D0MpMaCPwj+ZAF2YwscUpb2hBwQE0Ldv38cmaazShie80cOqtCFJpelRSkgEKMug5kdJRl5psdagnJQrSjNh27Zt4+mnn+bYsWMcO3bMZb23zm2lxYA+Cv/k80yYwscUpb2hV6xYkYoVK3rt+H8Vbw9zKwGlDUkqTY9SQiJAWQY1L0oz8kqLtQblzPZVmgm7cuUKTz/9NOfOnfPocR+G0mJAH4V/8h4lTOFjjJLe0JX283KPG97ouVTakKTS9CgpJEJJBjUvSjPySou1BuXM9lWaCRszZgySJPHUU08pqvdNKTGg3kKYwscUpb2hZ2VlMW/ePA4ePAhAq1atGDFihGIeFvlR2vCxN2KdlDYkqTQ9SgqJUJJBzYvSjLzSYq1BObN9lWjC1Go1X375pWL0gHJiQP8KYvhYoLg39A8//BCbzcbUqVMBWLNmDTNmzOCTTz7xsjL3eNqEKTHWSWlDkkrTo6SQCCUZ1LwozcgrKdZaabN9QZkmrHr16kRERFC3bl1vSwGUEwPqDk9MfhGm8DFFaW/oZ8+eZfPmzY7PDRs2pGfPnl7TozQTpsRYJ6UNSSpNj5JCIpRkUPOiNCOvpFhrpc32zUFpJuz8+fMMHjyYsLAwp3pas2aNV/QoJQY0L56c/CJM4WOK0t7QATIzMx0XdWZmptd0gPJMmBJjnZQ2JKk0PUoKiVCSQc2L0ow8KCfWWmmzfXNQmgl79913vXLcglBKDGhePDn5RZjCxxSlvaH36NGDgQMH0q1bN2RZZtu2bV7tKVSaCVNirJPShiSVpkdJIRFKMqh5UZqRV1KstdJm++agNBPWpEkTb0twQikxoHnx5OQXYQofU5T2hj58+HCqV6/OoUOHHJ+7d+/uNT1KM2FKinXKQWlDkkrTo6SQCCUZ1LwozcgrKdZaabN9c1CaCevXr5/b55iney6VGAOagycnvwhT+JiitDf08ePHM2PGDJo0aUKvXr1Yu3YtcXFxvPLKK17RozQTpqRYpxyUNiSpND2gnJAIJRnUvCjNyCsp1lqJs31BOSYsh8mTJzv+NplMbN26lRIlSnhch1JjQMGzk19UsrctsOBvMWHCBM6fP6+YN/TevXuzYcMGtm/fzqFDh3j77bcZMGCA04PMW1gsFkWYMKXEOuWgtCFJpelZtGgRmzdvdgqJ6NGjh1eGkXr06MGvv/7qeFhlZGQwaNAgRVxfSuLixYvMnj1bUbHWffr0Yf369V47fn6OHj3q+DuvCZswYYIXVeUiyzKDBw9m5cqVXjn+5cuXFRUDmkNsbKxj8kurVq3+tckvoqfwMUVpb+hWqxWAY8eO0aZNG3x8fBwxPd5CSSZMSbFOOShtSFJpepQUEqG0mN0clGjklRRrDcqb7Zt/+LhVq1YMHjzYS2pcSU9PJzEx0ePHVWoMKHh28oswhY8pShtqq1SpEq+++irXrl3jzTffxGg0elWP0kyYkmKdclDakKTS9CgpJEJJBjUvSjPySou1BuXN9s2Pt0xYDnmHsyVJ4ubNm45wG0+i1BhQ8OzkF2EKH1OU9oY+c+ZM9u/fT7Vq1fDz8yMuLo4333zTK1pAeSZMSbFOeVFKzFwOStJz/fp1AgMD2b59O82aNXOERHjDFCrJoOZFaUZeabHWoLzZvkoxYTnkjSnUaDSEhoZ6JaZQiTGg3pj8IkzhY4rS3tB9fHzo2LGj43NISAghISFe0QLKM2FKzCuptCFJpelRUkiEkgxqfpRk5JU2GxqUN9tXKSYshyZNmpCenk50dDS1atXymg5Q3i++eGPyizCFjylKe0NXGkozYUqMdVLakKTS9CgpJEJJBjUvSjPySou1BuXN9lWSCQMIDw/n/fffR6PRsHv3bs6ePcvcuXNZsGCBV/QoKQbUGwnQhSl8jFHSG7rSUJoJU2Ksk9KGJJWmR0khEUoyqHlRmpFXWqw1KCflSg5KM2Fff/01a9asccTH1alTh5iYGK9oAWXFgHpj8oswhY8pSntDVxpKM2FKjHVS2pCk0vQoKSRCSQY1L0oz8kqLtQblzfZVmgkDCA4Odvqcd3TH0ygpBtQbk1+EKXxMUdobutJQmglTYqyT0oYklaZHSSjJoOZFaUZeabHW7vD2bF9Qlgnz9/cnMTHR8QJ/5MgRAgMDvaZHSTGg3pj8IkzhY4rS3tCVhtJMmBJjnZQ2JKk0PYKHozQjr8RYa6XN9lWaCZs4cSLDhg3j5s2bDB06lBs3bjB//nyv6VFaDKinJ78IU/iYorQ3dKWhNBOmxFgnpQ1JKk2P4OEo0cgrLdZaabN9lWbC6taty7Jlyzh58iQADRo0oFChQl7To7QYUPDs5BfxM3ePKd27d2fLli18+OGHtGjRgg4dOtCrVy82btzobWkCNygx1kkg+P/FaDQ6jHxoaChxcXFcunSJNm3aeEWPkn6aMC9Kmu0LkJaWphgTloPZbHb69Sml3Bu9/bN7AD179iQqKsojk1+EKXxMGTt2LBkZGVy7do0tW7agVqsZOHCgMIXZKM2ETZ06FZvNxjPPPAPkXsxKinUSCP4L7N271xFrXatWLa/HWitttm8OSjFhf/zxBx999BEJCQmA3YSpVCouXrzoFT35SUtLo0+fPuzcudNrGvL+XnVe/o34R2EKH1OU9oauNJRmwnr06OEU6yTLMj179nRaJhAI/v/IibXW6XT06tWL5ORkXnvtNa+G1fTr148FCxYwbNgwNmzYAEDXrl357bffvKJHaSasU6dOzJw5k/r16ytiYllBMaCvv/66l5V5BhFT+Jii1NmISkGJAedKi3USCP5rKDXWWkmzfWfNmsWXX36pGBNWuHBhGjZs6G0ZDpQWAwqenfwiTKHgP4uSTJjIKykQ/PsobTY0KG+2r9JMWKdOnVixYgVdu3bFYDA4lntrOFtpv/gCnp38IoaPBf9JlBhwrrRYJ4Hgv4YSY60jIiKYNm0aN2/epHr16o7ZvrVr1/aKnoULFxIYGKgYE1a9enXH3yqVyuvD2UqNAc3Lvzn5RZhCwX8WJZkwJcY6CQT/NZQaa62k2b5KM2FKQ2kxoO74Nye/iOFjwX8SpSX3Vmqsk0DwX0KpsdaBgYE0b97cMds3KyvLaz1zkZGRXjnu44SSYkDBswnQhSkU/CdRmglTYqyTQCD491HabF/Bg1FaDCh4dvKLMIWC/yRKM2FK/OUHgUDw76O02b6CB6O0X3wBz05+ETGFgv8kSgs4V2qsk0Ag+Hfp37+/1343V/D3UFIMKHh28oswhYL/JMKECQQCJaC02b6CR0Mpv/gCnp38IoaPBf9JlBpwLhAI/m/xxRdfADBjxgwx2/cxQKkxoJ6a/CJMoUAgEAgE/xJitu/jhRJjQD05+UWYQoFAIBAIBAKU94sv4NnJLyKmUCAQCAQCgQDlxoB6avKLMIUCgUAgEAgEKPsXXzwx+UWYQoFAIBAIBAKF4snJL8IUCgQCgUAgECiUTp06MXPmTI9MfhETTQQCgUAgEAgUiicnvyhjvrVAIBAIBAKBwIVOnTqxYsUKUlJSyMrKcvz7NxDDxwKBQCAQCAQKxZOTX4QpFAgEAoFAIBCI4WOBQCAQCAQCgTCFAoFAIBAIBAKEKRQIBAKBQCAQIEyhQCAQCAQCgQBhCgUCgUAgEAgEwP8DCiMEwq7TyvEAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 1080x720 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plotPartial(LV3out,coded,Raw,gSynVal)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "49abc335-3ce9-4c24-9741-f47880ffdbe9",
   "metadata": {},
   "outputs": [],
   "source": [
    "def plotPartial(array,coded,gVal):\n",
    "    passIdxs,failIdxs,allIdxs = getPassIdxs(coded,\"LVL3\")\n",
    "    passParams = array[:,passIdxs]\n",
    "    print(passParams.shape)\n",
    "    print(np.unique(passParams,axis=1).shape)\n",
    "    params = passParams\n",
    "    corr = np.corrcoef(params)\n",
    "    mask = np.zeros((corr.shape[0],corr.shape[1]))\n",
    "    mask[np.triu_indices_from(mask)] = True\n",
    "    myList = fullParamsList()\n",
    "    sns.set(style=\"white\")\n",
    "    plt.figure(figsize=(15,10))\n",
    "    ax = sns.heatmap(corr,xticklabels=myList,mask=mask,yticklabels=myList, vmax=.3, fmt=\"0.3f\",square=True,annot=True,cbar=False)\n",
    "    plt.title('gSyn = {}'.format(gVal),fontsize=14)\n",
    "    plt.savefig('gSyn{}AVG.png'.format(gVal),dpi=300,bbox_inches='tight')\n",
    "    plt.show()\n",
    "    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "73840a89-f3b4-4944-aba1-8902d916ec84",
   "metadata": {},
   "outputs": [],
   "source": [
    "def getPartials(array,coded):\n",
    "    passIdxs,failIdxs,allIdxs = getPassIdxs(coded,\"LVL3\")\n",
    "    passParams = array[:,passIdxs]\n",
    "    params = passParams\n",
    "    corr = np.corrcoef(params)\n",
    "    return corr\n",
    "    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "f61fadd6-6c66-4b1c-a10f-6f150f9fd9b8",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "using LV3\n",
      "using LV3\n",
      "using LV3\n",
      "using LV3\n",
      "using LV3\n"
     ]
    }
   ],
   "source": [
    "\n",
    "\n",
    "LV3 = np.array(pd.read_pickle(os.path.join(archivedPath,\"Low075\",\"output\",\"LV3\",\"passParamsRepeat.pkl\")))\n",
    "coded = np.loadtxt(os.path.join(archivedPath,\"Low075\",\"output\",\"LV3\",\"LV3RejectionResults.txt\"))\n",
    "Low075 = getPartials(LV3,coded)\n",
    "\n",
    "LV3 = np.array(pd.read_pickle(os.path.join(archivedPath,\"Low08\",\"output\",\"LV3\",\"passParamsRepeat.pkl\")))\n",
    "coded = np.loadtxt(os.path.join(archivedPath,\"Low08\",\"output\",\"LV3\",\"LV3RejectionResults.txt\"))\n",
    "Low08 = getPartials(LV3,coded)\n",
    "\n",
    "LV3 = np.array(pd.read_pickle(os.path.join(archivedPath,\"MedwithLV2\",\"output\",\"LV3\",\"passParamsRepeat.pkl\")))\n",
    "coded = np.loadtxt(os.path.join(archivedPath,\"MedwithLV2\",\"output\",\"LV3\",\"LV3RejectionResults.txt\"))\n",
    "Low09 = getPartials(LV3,coded)\n",
    "\n",
    "LV3 = np.array(pd.read_pickle(os.path.join(archivedPath,\"High11\",\"output\",\"LV3\",\"passParamsRepeat.pkl\")))\n",
    "coded = np.loadtxt(os.path.join(archivedPath,\"High11\",\"output\",\"LV3\",\"LV3RejectionResults.txt\"))\n",
    "High11 = getPartials(LV3,coded)\n",
    "\n",
    "LV3 = np.array(pd.read_pickle(os.path.join(archivedPath,\"High115\",\"output\",\"LV3\",\"passParamsRepeat.pkl\")))\n",
    "coded = np.loadtxt(os.path.join(archivedPath,\"High115\",\"output\",\"LV3\",\"LV3RejectionResults.txt\"))\n",
    "High115 = getPartials(LV3,coded)\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "id": "1e9f45bc-57d8-4305-b6c4-67f4b8bd04d8",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "using LV3\n",
      "using LV3\n",
      "using LV3\n",
      "using LV3\n",
      "using LV3\n"
     ]
    }
   ],
   "source": [
    "allRes = [getPartials(L075Avg,L075Avgcoded),getPartials(L08Avg,L08Avgcoded),getPartials(L09Avg,L09Avgcoded),getPartials(H11Avg,H11Avgcoded),getPartials(H115Avg,H115Avgcoded)]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 64,
   "id": "00c02642-5e13-43c6-a944-03ee8d9bbfdf",
   "metadata": {},
   "outputs": [],
   "source": [
    "greatersR,greatersC,lessersR,lessersC = [],[],[],[]\n",
    "endVal = len(allRes) - 3\n",
    "alltestVals = []\n",
    "for i in range(len(allRes[0])):\n",
    "    \n",
    "    for j in range(len(allRes[0])):\n",
    "        if j>=i:\n",
    "            continue\n",
    "        check = []\n",
    "        testVals = []\n",
    "        for k in range(0,endVal):\n",
    "            if abs(allRes[k][i][j]) <= abs(allRes[k+1][i][j]):\n",
    "                check.append(1)\n",
    "                testVals.append(allRes[k][i][j])\n",
    "            else:\n",
    "                check.append(0)\n",
    "\n",
    "        if check.count(1) == endVal:\n",
    "            if np.any(np.abs(testVals ) > 0.2):\n",
    "                greatersR.append(i)\n",
    "                greatersC.append(j)\n",
    "                alltestVals.append(testVals)\n",
    "\n",
    "\n",
    "               \n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 65,
   "id": "b4a4fd6d-85fc-4000-87ec-431d5852b781",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[13]"
      ]
     },
     "execution_count": 65,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "greatersR"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 66,
   "id": "b7d5fcfd-6e6e-45ad-a9e2-b3afda5b96c3",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[0]"
      ]
     },
     "execution_count": 66,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "greatersC"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "id": "a4e215ca-86b0-445c-82a5-b5ca876af901",
   "metadata": {},
   "outputs": [],
   "source": [
    "myList = fullParamsList()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 67,
   "id": "03d66219-d9b7-408f-a150-543de1fc84a2",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "neurite_nap2,soma_leak\n"
     ]
    }
   ],
   "source": [
    "for i in range(len(greatersR)):\n",
    "    if myList[greatersR[i]] != myList[greatersC[i]]:\n",
    "        print('{0},{1}'.format(myList[greatersR[i]],myList[greatersC[i]]))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 91,
   "id": "cd5223e5-637e-4747-8175-9001f7d0dbf0",
   "metadata": {},
   "outputs": [],
   "source": [
    "archivedPath = os.path.join(\"..\",\"CGResults\",\"fixed_gSyn\")\n",
    "LV2 = np.array(pd.read_pickle(os.path.join(archivedPath,\"MedwithLV2\",\"output\",\"LV2\",\"passParamsRepeatControl.pkl\")))\n",
    "LV2coded = np.loadtxt(os.path.join(archivedPath,\"MedwithLV2\",\"output\",\"LV2\",\"LV2RejectionResults.txt\"))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "34d1db99-edd3-48cd-a05d-9e9074ced0b2",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "d7060c2c-98fc-4a0f-9735-4e45e5b9dc2a",
   "metadata": {},
   "outputs": [],
   "source": [
    "passIdxs,failIdxs,allIdxs = getPassIdxs(L09Avgcoded,\"LVL3\")\n",
    "passParams = array[:,passIdxs]\n",
    "failParams = array[:,failIdxs]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "3f0c12f3-e136-4527-bba8-3887f3a1a50d",
   "metadata": {},
   "outputs": [],
   "source": [
    "archivedPath = os.path.join(\"..\",\"CGResults\",\"fixed_gSyn\")\n",
    "L075Avg = np.array(pd.read_pickle(os.path.join(archivedPath,\"Low075\",\"output\",\"LV3\",\"Avg\",\"passParamsRepeat.pkl\")))\n",
    "L08Avg  = np.array(pd.read_pickle(os.path.join(archivedPath,\"Low08\",\"output\",\"LV3\",\"Avg\",\"passParamsRepeat.pkl\")))\n",
    "L09Avg = np.array(pd.read_pickle(os.path.join(archivedPath,\"MedwithLV2\",\"output\",\"LV3\",\"Avg\",\"passParamsRepeat.pkl\")))\n",
    "H11Avg  = np.array(pd.read_pickle(os.path.join(archivedPath,\"High11\",\"output\",\"LV3\",\"Avg\", \"passParamsRepeat.pkl\")))\n",
    "H115Avg = np.array(pd.read_pickle(os.path.join(archivedPath,\"High115\",\"output\",\"LV3\", \"Avg\",\"passParamsRepeat.pkl\")))\n",
    "\n",
    "\n",
    "L075Avgcoded = np.loadtxt(os.path.join(archivedPath,\"Low075\",\"output\",\"LV3\",\"Avg\",\"LV3RejectionResults.txt\"))\n",
    "L08Avgcoded  = np.loadtxt(os.path.join(archivedPath,\"Low08\",\"output\",\"LV3\",\"Avg\",\"LV3RejectionResults.txt\"))\n",
    "L09Avgcoded = np.loadtxt(os.path.join(archivedPath,\"MedwithLV2\",\"output\",\"LV3\",\"Avg\",\"LV3RejectionResults.txt\"))\n",
    "H11Avgcoded  = np.loadtxt(os.path.join(archivedPath,\"High11\",\"output\",\"LV3\",\"Avg\", \"LV3RejectionResults.txt\"))\n",
    "H115Avgcoded = np.loadtxt(os.path.join(archivedPath,\"High115\",\"output\",\"LV3\", \"Avg\",\"LV3RejectionResults.txt\"))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "5dc8bf76-f46a-4b3a-aba5-07a5064e32e1",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "using LV3\n",
      "(15, 1440)\n",
      "(15, 18)\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1080x720 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "file = \"H11Avg\"\n",
    "LV3out = H115Avg\n",
    "coded = H115Avgcoded\n",
    "gSynVal = 0.115\n",
    "plotPartial(LV3out,coded,gSynVal)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 73,
   "id": "bafe024c-557c-4555-9a91-ede3ddfb67b0",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "using LV3\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1080x720 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "L09Avg = np.array(pd.read_pickle(os.path.join(archivedPath,\"MedwithLV2\",\"output\",\"LV3\",\"passParamsRepeat.pkl\")))\n",
    "L09Avgcoded = np.loadtxt(os.path.join(archivedPath,\"MedwithLV2\",\"output\",\"LV3\",\"LV3RejectionResults.txt\"))\n",
    "gVal = 0.09\n",
    "array = L09Avg\n",
    "passIdxs,failIdxs,allIdxs = getPassIdxs(L09Avgcoded,\"LVL3\")\n",
    "passParams = array[:,passIdxs]\n",
    "failParams = array[:,failIdxs]\n",
    "\n",
    "params = passParams\n",
    "corr = np.corrcoef(params)\n",
    "mask = np.zeros((corr.shape[0],corr.shape[1]))\n",
    "mask[np.triu_indices_from(mask)] = True\n",
    "myList = fullParamsList()\n",
    "sns.set(style=\"white\")\n",
    "plt.figure(figsize=(15,10))\n",
    "ax = sns.heatmap(corr,xticklabels=myList,mask=mask,yticklabels=myList, vmax=.3, fmt=\"0.3f\",square=True,annot=True,cbar=False)\n",
    "plt.title('gSyn = {}'.format(gVal),fontsize=14)\n",
    "#plt.savefig('gSyn{}AVG.png'.format(gVal),dpi=300,bbox_inches='tight')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 81,
   "id": "ff5b3830-b73d-41df-b704-d8053d4513b2",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "using LV3\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1080x720 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "L09Avg = np.array(pd.read_pickle(os.path.join(archivedPath,\"MedwithLV2\",\"output\",\"LV3\",\"passParamsRepeat.pkl\")))\n",
    "L09Avgcoded = np.loadtxt(os.path.join(archivedPath,\"MedwithLV2\",\"output\",\"LV3\",\"LV3RejectionResults.txt\"))\n",
    "gVal = 0.09\n",
    "array = L09Avg\n",
    "passIdxs,failIdxs,allIdxs = getPassIdxs(L09Avgcoded,\"LVL3\")\n",
    "passParams = array[:,passIdxs]\n",
    "failParams = array[:,failIdxs]\n",
    "\n",
    "params = failParams\n",
    "corr = np.corrcoef(params)\n",
    "mask = np.zeros((corr.shape[0],corr.shape[1]))\n",
    "mask[np.triu_indices_from(mask)] = True\n",
    "myList = fullParamsList()\n",
    "sns.set(style=\"white\")\n",
    "plt.figure(figsize=(15,10))\n",
    "ax = sns.heatmap(corr,xticklabels=myList,mask=mask,yticklabels=myList, vmax=.3, fmt=\"0.3f\",square=True,annot=True,cbar=False)\n",
    "plt.title('gSyn = {}'.format(gVal),fontsize=14)\n",
    "#plt.savefig('gSyn{}AVG.png'.format(gVal),dpi=300,bbox_inches='tight')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 89,
   "id": "52470c7d-43aa-44e5-95dc-949dfd5f39b3",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "neurite_leak and soma_leak  = -0.48\n",
      "neurite_nap2 and soma_leak  = 0.35\n",
      "neurite_nap2 and soma_nap2  = -0.10\n",
      "neurite_bkkca and neurite_leak  = -0.13\n",
      "neurite_bkkca and neurite_nap2  = -0.12\n"
     ]
    }
   ],
   "source": [
    "for i in range(len(corr)):\n",
    "    for j in range(len(corr)):\n",
    "        if j>=i:\n",
    "            break\n",
    "        if(np.abs(corr[i,j]) >= 0.1):\n",
    "            print('{0} and {1}  = {2:.2f}'.format(myList[i],myList[j],corr[i,j]))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 131,
   "id": "7dd1a15d-c4aa-468d-8311-f7cf01c33312",
   "metadata": {},
   "outputs": [],
   "source": [
    "#check the number tested according to voltage traces and parameter shapes:\n",
    "\n",
    "\n",
    "LV1in = np.array(pd.read_pickle(os.path.join(\"output\",\"LV1\",\"Vsoma.pkl\")))\n",
    "LV3in = np.array(pd.read_pickle(os.path.join(\"output\",\"LV3\",\"passParamsRepeat.pkl\")))\n",
    "LV2in = np.array(pd.read_pickle(os.path.join(\"input\",\"LV2\", \"passParams.pkl\")))\n",
    "LV2out = np.array(pd.read_pickle(os.path.join(\"output\",\"LV2\",\"passParams.pkl\")))\n",
    "LV3 = np.array(pd.read_pickle(os.path.join(\"output\",\"LV3\",\"VsomaControl.pkl\")))\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "1d857385-2698-4cb1-9fc1-a518a70d89a5",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "starting with 6000 cells, 4541 passed LV1\n",
      "1958 cells passed LV2 which forms 391 networks\n",
      "of which 251 networks passed  \n",
      "from the 251 networks, an averaged network was formed for each, of which 213 passed\n"
     ]
    }
   ],
   "source": [
    "\n",
    "LV3passParamsAVG = np.array(pd.read_pickle(os.path.join(\"output\",\"LV3\",\"Avg\",\"passParamsRepeat.pkl\")))\n",
    "codedAVG = np.loadtxt(os.path.join(\"output\",\"LV3\",\"AVG\",\"LV3RejectionResults.txt\"))\n",
    "passIdxsAVG,failIdxsAVG,allIdxsAVG = getPassIdxs(codedAVG)\n",
    "allAVGnetspassIdxs = getEveryFirstNet(allIdxsAVG)\n",
    "passParamsAVGIDXs = np.where(allAVGnetspassIdxs==1)[0]\n",
    "\n",
    "\n",
    "LV3passParams = np.array(pd.read_pickle(os.path.join(\"output\",\"LV3\",\"passParamsRepeat.pkl\")))#the set used to make the average params\n",
    "coded = np.loadtxt(os.path.join(\"output\",\"LV3\",\"LV3RejectionResults.txt\"))\n",
    "passIdxs,failIdxs,allIdxs = getPassIdxs(coded)\n",
    "passParams = getEveryFirstNet(LV3passParams[:,passIdxs])\n",
    "\n",
    "\n",
    "LV2numTested = (LV2in.shape)[1]/16\n",
    "LV3AVGdpassed = (LV3passParamsAVG.shape)[1]/5\n",
    "LV3inputnum = (LV3in.shape)[1]\n",
    "print('starting with %d cells, %d passed LV1\\n%d cells passed LV2 which forms %d networks\\nof which %d networks passed  ' %(LV1in.shape[0],LV2in.shape[1],(LV2out.shape)[1],(LV2out.shape)[1]/5,(passParams.shape)[1]/5))\n",
    "print('from the %d networks, an averaged network was formed for each, of which %d passed' %((passParams.shape)[1]/5,passParamsAVGIDXs.shape[0]/5))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "64d037e4-53de-4b8d-a0d2-d1120ce5249f",
   "metadata": {},
   "source": [
    "### save unique parameter sets for Rstudio plotting"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 103,
   "id": "c340833f-e1a8-472b-b32b-07738cc84f6f",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "using LV3\n"
     ]
    }
   ],
   "source": [
    "archivedPath1 = os.path.join(\"..\",\"CGResults\",\"fixed_gSyn\",\"MedwithLV2\")\n",
    "LV3passParams = np.array(pd.read_pickle(os.path.join(archivedPath1,\"output\",\"LV3\",\"passParamsRepeat.pkl\")))#the set used to make the average params\n",
    "coded = np.loadtxt(os.path.join(archivedPath1,\"output\",\"LV3\",\"LV3RejectionResults.txt\"))\n",
    "passIdxs,failIdxs,allIdxs = getPassIdxs(coded,\"LV3\")\n",
    "passParams = getEveryFirstNet(LV3passParams[:,passIdxs])\n",
    "with h5py.File('LV3PassParams.hdf5', 'w') as f:\n",
    "    dset = f.create_dataset(\"default\", data = passParams)\n",
    "f.close()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "39f0118c-3527-4d6c-a717-7da5c3a3a096",
   "metadata": {},
   "source": [
    "## check basic stats about the data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 105,
   "id": "b26ee84f-60c3-4c00-97c9-6e3f0eb1f5e7",
   "metadata": {},
   "outputs": [],
   "source": [
    "archivedPath = os.path.join(\"output\")\n",
    "archivedPath1 = os.path.join(\"..\",\"CGResults\",\"fixed_gSyn\",\"MedwithLV2\",\"output\")\n",
    "archivedPath2 =  os.path.join(\"..\",\"CGResults\",\"fixed_gSyn\",\"MedwithoutLV2\")\n",
    "                            "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 107,
   "id": "78aae7cf-669f-4ebe-a381-6775480682a2",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.collections.PathCollection at 0x1973fee0a30>"
      ]
     },
     "execution_count": 107,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAY0AAAD9CAYAAABA8iukAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMCwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8/fFQqAAAACXBIWXMAAAsTAAALEwEAmpwYAAAdDElEQVR4nO3df0zd1eH/8SftpdiGViC7Fw24JWaJcWGVfCXKB/VWU9mFW1oI2LVCvYlmtDLNLFr8Uey6Vl1XJa2pWrfG1aQTlqJuIBMvNJjaKNUA39VSQ6Jo8v0UsPdCYVboxfDjfP9wXMUW79txLz/W1yPpH+9z7qXnpeW+eN9z32+ijDEGERERCxbM9gJERGT+UGmIiIhlKg0REbFMpSEiIpapNERExDKVhoiIWGapNOrq6nC73WRmZlJZWXnBfEdHBwUFBbhcLsrLyxkdHQWgp6eHoqIisrKyKCkpYWhoCIDBwUEeeugh8vLyyMvL46OPPgpjJBERiZSoUNdp+Hw+7rzzTv72t7+xaNEi1q9fz549e/jpT38afExOTg5PPvkkqampbN26lZSUFAoLC9m0aRNr1qxh1apVvPDCC5w/f56ysjLKy8uJj49ny5YtHDt2jOeee45XX3015GKHh4c5deoUdrudhQsXTj+9iMglYGxsjN7eXlJSUrjsssum9bVsoR7Q3NxMeno6cXFxALhcLrxeL/fffz8A3d3dDA8Pk5qaCkB+fj779u1j7dq1tLS08MILLwTHN2zYwJYtW2hsbKSpqQkAp9PJlVdeaWmxp06doqio6IdmFBERoLKykrS0tGl9jZCl4ff7sdvtwWOHw8HJkyennLfb7fh8PgYGBoiNjcVms00aP3v2LIsWLeKVV16hsbGRZcuWsXXrVkuLnfh7KisrueKKK6wlFBG5xJ05c4aioqJJr9X/qZClcbF3r6KiokLOTzU+NjZGX18fl19+OTU1Nbz33nvcd999wTOP7zPxltQVV1xBcnJyyMeLiMg3wvG2fsiN8MTERPr6+oLHfr8fh8Mx5Xxvby8Oh4OEhAQGBwcZGxubNB4fH4/NZiMnJweAm266ifPnz3P27NlphxERkcgKWRoZGRkcP36c/v5+AoEAjY2NOJ3O4HxSUhIxMTG0tbUBUFNTg9PpJDo6mrS0NOrr6yeNL1q0iIyMDN58800ATpw4weLFi4mPj49EPhERCSNLZxqlpaV4PB7y8vLIyclh+fLlFBcX097eDkBFRQW7du0iOzubQCCAx+MBYPv27VRXV+N2u2ltbWXz5s0APPXUUxw7doycnBx+97vfsXfvXhYs0CUjIiJzXciP3M4lXV1drFy5kqamJu1piIhYFM7XzpAb4SIiMruOtp3m0Fsd9A0E+FH8YjzZ13Lr9VfNylpUGiIic9jRttM8/+qHfDXy7w8VDQR4/tUPAWalOLSRICIyhx16qyNYGBO+Ghnj0Fsds7IelYaIyBzWNxD4QeORptIQEZnDfhS/+AeNR5pKQ0RkDvNkX0tM9OQruWOiF+LJvnZW1qONcBGROWxis1ufnhIREUtuvf6qWSuJ79LbUyIiYplKQ0RELNPbUyIiETaXruieLpWGiEgEzbUruqdLb0+JiETQXLuie7pUGiIiETTXruieLpWGiEgEzbUruqdLpSEiEkFz7Yru6dJGuIhIBM21K7qnS6UhIhJhc+mK7unS21MiImKZSkNERCxTaYiIiGUqDRERsUylISIilqk0RETEMpWGiIhYptIQERHLLJVGXV0dbrebzMxMKisrL5jv6OigoKAAl8tFeXk5o6OjAPT09FBUVERWVhYlJSUMDQ0B0NLSwo033khubi65ubk89thjYYwkIiKRErI0fD4fe/fupaqqitraWg4fPkxnZ+ekx5SVlbFt2zYaGhowxlBdXQ3Ajh07KCwsxOv1kpKSwv79+wFob2/nnnvuoba2ltraWnbt2hWBaCIiEm4hS6O5uZn09HTi4uJYsmQJLpcLr9cbnO/u7mZ4eJjU1FQA8vPz8Xq9jIyM0NLSgsvlmjQOX5fGe++9R15eHvfeey+ff/55BKKJiEi4hSwNv9+P3W4PHjscDnw+35Tzdrsdn8/HwMAAsbGx2Gy2SeMAS5cuxePxUFNTw4oVKygtLQ1bIBERiZyQpWGMuWAsKioq5Pz3PW/nzp3cfvvtANx55510dnby5ZdfWl+1iIjMipClkZiYSF9fX/DY7/fjcDimnO/t7cXhcJCQkMDg4CBjY2OTxsfHx3nxxReD4xMmzkhERGTuClkaGRkZHD9+nP7+fgKBAI2NjTidzuB8UlISMTExtLW1AVBTU4PT6SQ6Opq0tDTq6+snjS9YsIAjR47Q0NAQHL/uuutYvHh+/hYrEZFLiaUzjdLSUjweD3l5eeTk5LB8+XKKi4tpb28HoKKigl27dpGdnU0gEMDj8QCwfft2qqurcbvdtLa2snnzZgB2797NoUOHWLVqFa+//jpPPvlk5BKKiEjYRJmLbT7MUV1dXaxcuZKmpiaSk5NnezkiIvNCOF87dUW4iIhYptIQERHLVBoiImKZSkNERCxTaYiIiGUqDRERsUylISIilqk0RETEMpWGiIhYptIQERHLVBoiImKZSkNERCxTaYiIiGUqDRERsUylISIilqk0RETEMpWGiIhYptIQERHLVBoiImKZSkNERCxTaYiIiGUqDRERsUylISIilqk0RETEMpWGiIhYptIQERHLLJVGXV0dbrebzMxMKisrL5jv6OigoKAAl8tFeXk5o6OjAPT09FBUVERWVhYlJSUMDQ1Net6ZM2e44YYb6OrqCkMUERGJtJCl4fP52Lt3L1VVVdTW1nL48GE6OzsnPaasrIxt27bR0NCAMYbq6moAduzYQWFhIV6vl5SUFPbv3x98zvj4OOXl5YyMjIQ5koiIRErI0mhubiY9PZ24uDiWLFmCy+XC6/UG57u7uxkeHiY1NRWA/Px8vF4vIyMjtLS04HK5Jo1PeOmll8jIyCA+Pj7MkUREJFJClobf78dutwePHQ4HPp9vynm73Y7P52NgYIDY2FhsNtukcYBTp07xwQcfcPfdd4ctiIiIRJ4t1AOMMReMRUVFhZyfajwQCLBz506effZZFizQPryIyHwS8lU7MTGRvr6+4LHf78fhcEw539vbi8PhICEhgcHBQcbGxiaNt7a20tfXR0lJCbm5ufj9fjZu3Mhnn30WzlwiIhIBIUsjIyOD48eP09/fTyAQoLGxEafTGZxPSkoiJiaGtrY2AGpqanA6nURHR5OWlkZ9ff2k8VtuuYW3336b2tpaamtrcTgcHDhwgKuvvjpCEUVEJFwsnWmUlpbi8XjIy8sjJyeH5cuXU1xcTHt7OwAVFRXs2rWL7OxsAoEAHo8HgO3bt1NdXY3b7aa1tZXNmzdHNIyIiERWlLnY5sMc1dXVxcqVK2lqaiI5OXm2lyMiMi+E87VTO9EiImKZSkNERCxTaYiIiGUqDRERsUylISIilqk0RETEMpWGiIhYptIQERHLVBoiImKZSkNERCxTaYiIiGUqDRERsUylISIilqk0RETEMpWGiIhYptIQERHLVBoiImKZSkNERCxTaYiIiGUqDRERsUylISIilqk0RETEMpWGiIhYptIQERHLVBoiImKZpdKoq6vD7XaTmZlJZWXlBfMdHR0UFBTgcrkoLy9ndHQUgJ6eHoqKisjKyqKkpIShoSEAOjs7Wb9+PWvWrOGuu+6iu7s7jJFERCRSQpaGz+dj7969VFVVUVtby+HDh+ns7Jz0mLKyMrZt20ZDQwPGGKqrqwHYsWMHhYWFeL1eUlJS2L9/f3D817/+NW+88QZut5s9e/ZEIJqIiIRbyNJobm4mPT2duLg4lixZgsvlwuv1Bue7u7sZHh4mNTUVgPz8fLxeLyMjI7S0tOByuSaNA7z88ss4nU7Gx8fp6elh2bJlEYgmIiLhZgv1AL/fj91uDx47HA5Onjw55bzdbsfn8zEwMEBsbCw2m23SOIDNZuPcuXO43W6Gh4f5y1/+ErZAIiISOSHPNIwxF4xFRUWFnA/1vGXLlvHuu++yZ88eSkpKGBsbs7xoERGZHSFLIzExkb6+vuCx3+/H4XBMOd/b24vD4SAhIYHBwcFgGUyMA9TX1wdLxel0Mjw8zBdffBGeRCIiEjEhSyMjI4Pjx4/T399PIBCgsbERp9MZnE9KSiImJoa2tjYAampqcDqdREdHk5aWRn19/aRxgIMHD3LkyBEA3n//feLj40lISAh7OBERCS9LZxqlpaV4PB7y8vLIyclh+fLlFBcX097eDkBFRQW7du0iOzubQCCAx+MBYPv27VRXV+N2u2ltbWXz5s0A/OEPf+Dll18mNzeX559/nn379kUuoYiIhE2UudjmwxzV1dXFypUraWpqIjk5ebaXIyIyL4TztVNXhIuIiGUqDRERsUylISIilqk0RETEMpWGiIhYptIQERHLVBoiImKZSkNERCxTaYiIiGUqDRERsUylISIilqk0RETEMpWGiIhYptIQERHLVBoiImKZSkNERCxTaYiIiGUqDRERsUylISIilqk0RETEMpWGiIhYptIQERHLVBoiImKZSkNERCxTaYiIiGUqDRERscxSadTV1eF2u8nMzKSysvKC+Y6ODgoKCnC5XJSXlzM6OgpAT08PRUVFZGVlUVJSwtDQEACffvophYWF5Obmsm7dOjo6OsIYSUREIiVkafh8Pvbu3UtVVRW1tbUcPnyYzs7OSY8pKytj27ZtNDQ0YIyhuroagB07dlBYWIjX6yUlJYX9+/cD8Pjjj1NcXExtbS2bN2/mkUceiUA0EREJt5Cl0dzcTHp6OnFxcSxZsgSXy4XX6w3Od3d3Mzw8TGpqKgD5+fl4vV5GRkZoaWnB5XJNGgdYu3YtTqcTgGuuuYbPP/883LlERCQCQpaG3+/HbrcHjx0OBz6fb8p5u92Oz+djYGCA2NhYbDbbpHH4ukAWLlwIwL59+7j99tvDk0ZERCLKFuoBxpgLxqKiokLOW3ne008/zYcffsihQ4csL1hERGZPyDONxMRE+vr6gsd+vx+HwzHlfG9vLw6Hg4SEBAYHBxkbG5s0DjA6OsqWLVtob2/n0KFDLF26NGyBREQkckKWRkZGBsePH6e/v59AIEBjY2NwPwIgKSmJmJgY2traAKipqcHpdBIdHU1aWhr19fWTxgF2797N4OAgBw8eVGGIiMwjId+eSkxMpLS0FI/Hw8jICHfccQfLly+nuLiY3/zmN/z85z+noqKCxx9/nKGhIX72s5/h8XgA2L59O48++igvvvgiV155JXv27KG/v5/KykqSk5NZu3Zt8O+pra2NXEoREQmLKHOxzYc5qquri5UrV9LU1ERycvJsL0dEZF4I52unrggXERHLVBoiImKZSkNERCxTaYiIiGUqDRERsUylISIilqk0RETEMpWGiIhYptIQERHLVBoiImKZSkNERCxTaYiIiGUqDRERsSzkrdHlv9vRttMcequDvoEAP4pfjCf7Wm69/qrZXpaIzFEqjUvU0bbTHKhp58vzI8Gx3oEAz7/6IYCKQ0QuSm9PXYKOtp3m+Vc/nFQYE74aGePQWx2zsCoRmQ9UGpegQ2918NXI2JTzfQOBGVyNiMwnKo1LUKhS+FH84hlaiYjMNyqNS9D3lUJM9EI82dfO4GpEZD5RaVyCPNnXEhO98ILxpUuiuX/tddoEF5Ep6dNTl6CJUtBHbUXkh1JpXKJuvf4qlYSI/GB6e0pERCxTaYiIiGUqDRERsUx7GvOQ7hclIrPF0plGXV0dbrebzMxMKisrL5jv6OigoKAAl8tFeXk5o6OjAPT09FBUVERWVhYlJSUMDQ1Net5rr73Go48+GoYYl46JW4D0DgQwfHO/qKNtp2d7aSJyCQhZGj6fj71791JVVUVtbS2HDx+ms7Nz0mPKysrYtm0bDQ0NGGOorq4GYMeOHRQWFuL1eklJSWH//v0AfPXVV1RUVPDUU09FINJ/t4vdAkT3ixKRmRKyNJqbm0lPTycuLo4lS5bgcrnwer3B+e7uboaHh0lNTQUgPz8fr9fLyMgILS0tuFyuSeMALS0tjI+PU1ZWFoFI/92mugWI7hclIjMhZGn4/X7sdnvw2OFw4PP5ppy32+34fD4GBgaIjY3FZrNNGge4+eabefjhh7nsssvCFuRSMdUtQHS/KBGZCSFLwxhzwVhUVFTI+VDPk//MxW4BovtFichMCVkaiYmJ9PX1BY/9fj8Oh2PK+d7eXhwOBwkJCQwODjI2NjZpXKbn1uuv4v6112GPX0wUYI9frPtFiciMCfmR24yMDJ577jn6+/tZvHgxjY2NPPHEE8H5pKQkYmJiaGtr4/rrr6empgan00l0dDRpaWnU19ezevXq4LhMn24BIiKzxdKZRmlpKR6Ph7y8PHJycli+fDnFxcW0t7cDUFFRwa5du8jOziYQCODxeADYvn071dXVuN1uWltb2bx5c0TDiIhIZEWZi20+zFFdXV2sXLmSpqYmkpOTZ3s5IiLzQjhfO3UbERERsUylISIilqk0RETEMpWGiIhYptIQERHLVBoiImKZSkNERCxTaYiIiGUqDRERsUylISIilqk0RETEMpWGiIhYptIQERHLVBoiImKZSkNERCxTaYiIiGUqDRERsUylISIiltlmewFzyYuvncD7wf8yPm5YsCCKrBt/TMkdqbO9LBGROeOSL42jbac5UNPOl+dHJo2Pjxvqj/8/ABWHiMi/XdJvTx1tO82ev/7fCwrj27wf/O8MrkhEZG67JM80jrad5vlXT/DVyHjIx46PmxlYkYjI/HDJlcbE2YWx2AULFkRFdkEiIvPIJVMa397k/iGybvxxhFYkIjL/XBKl8eJrJ4Kb2lZFRUF2+k+0CS4i8i2WNsLr6upwu91kZmZSWVl5wXxHRwcFBQW4XC7Ky8sZHR0FoKenh6KiIrKysigpKWFoaAiAc+fOsXHjRrKzsykqKqK3tzeMkS70Qzez3f/zE96oyFVhiIh8R8jS8Pl87N27l6qqKmprazl8+DCdnZ2THlNWVsa2bdtoaGjAGEN1dTUAO3bsoLCwEK/XS0pKCvv37wfg2WefJS0tjbfeeou1a9fy1FNPRSDaN6y+JRUTvYCHCv+PykJEZAohS6O5uZn09HTi4uJYsmQJLpcLr9cbnO/u7mZ4eJjU1FQA8vPz8Xq9jIyM0NLSgsvlmjQOcPToUVavXg1ATk4Ox44dY2Rk6o+9TleozeyoqK/PLl77w2puvf6qiK1DRGS+C7mn4ff7sdvtwWOHw8HJkyennLfb7fh8PgYGBoiNjcVms00a/+5zbDYbsbGx9Pf3k5iYGJ5U35F1448vuqfh/h/tWYiI/BAhS8Nc5LOpUVFRIedDPe+7FiyI3HWGE8WgW4SIiExPyNJITEyktbU1eOz3+3E4HJPm+/r6gse9vb04HA4SEhIYHBxkbGyMhQsXBsfh67OVvr4+rrjiCkZHRxkcHCQuLi6MsS5UckeqSkJEZJpC/nifkZHB8ePH6e/vJxAI0NjYiNPpDM4nJSURExNDW1sbADU1NTidTqKjo0lLS6O+vn7SOMCKFSuoqakBoL6+nrS0NKKjo8OdTUREwixkaSQmJlJaWorH4yEvL4+cnByWL19OcXEx7e3tAFRUVLBr1y6ys7MJBAJ4PB4Atm/fTnV1NW63m9bWVjZv3gzAAw88wIkTJ1i1ahVVVVX89re/jVxCEREJmyhzsc2HOaqrq4uVK1fS1NREcnLybC9HRGReCOdr5yV9l1sREflh5tVtRMbGxgA4c+bMLK9ERGT+mHjNnHgNnY55VRoTtxspKiqa5ZWIiMw/vb29/OQnP5nW15hXexrDw8OcOnUKu93OwoULZ3s5IiLzwtjYGL29vaSkpHDZZZdN62vNq9IQEZHZpY1wERGxTKUhIiKWqTRERMQylYaIiFim0hAREctUGiIiYplKQ0RELFNpiIiIZfOuNOrq6nC73WRmZlJZWXnBfEdHBwUFBbhcLsrLyxkdHQWgp6eHoqIisrKyKCkpYWhoCIBz586xceNGsrOzKSoqCt6qZCaFO9OE1157jUcffXRGMlxMuHN9+umnFBYWkpuby7p16+jo6JjRPBD+TJ2dnaxfv541a9Zw11130d3dPaN5JkTq3+CZM2e44YYb6OrqmpEc3xbuTC0tLdx4443k5uaSm5vLY489NqN5JoQ71+DgIA899BB5eXnk5eXx0Ucfff8CzDxy5swZc9ttt5mBgQEzNDRkVq9ebT755JNJj1m1apX55z//aYwx5rHHHjOVlZXGGGM2btxo/vGPfxhjjHn++efN008/bYwxZseOHeZPf/qTMcaYv//97+aBBx6YmTD/FolMw8PD5plnnjGpqanmkUcembkw3xKJXOvXrzdvv/22McaY5uZms3r16hlK87VIZNqwYYN55513jDHGVFVVmQcffHCG0nwjErmMMWZsbMzcc889JjU11Zw+fXpmwvxbJDL9+c9/Nn/84x9nLsRFRCLX1q1bzTPPPGOMMeadd94xd9xxx/euYV6daTQ3N5Oenk5cXBxLlizB5XLh9XqD893d3QwPD5OamgpAfn4+Xq+XkZERWlpacLlck8YBjh49yurVqwHIycnh2LFjjIyMzOtMLS0tjI+PU1ZWNmM5visSudauXRv87Y/XXHMNn3/++bzP9PLLL+N0OhkfH6enp4dly5bNaKZI5QJ46aWXyMjIID4+fkbzQGQytbe3895775GXl8e999474//+IpHLGENjYyMbN24EwOl08vvf//571zCvSsPv92O324PHDocDn8835bzdbsfn8zEwMEBsbCw2m23S+HefY7PZiI2Npb+/fybiXHTN4ch088038/DDD0/7xmTTEYlc+fn5wRtV7tu3j9tvv30moky55nBkstlsnDt3DqfTyV//+ld++ctfzlCab0Qi16lTp/jggw+4++67ZyjFZJHItHTpUjweDzU1NaxYsYLS0tIZSvONcOc6e/YsixYt4pVXXiEvLw+PxxPy9unzqjTMRe6tGBUVFXI+1PO+a8GCmfvPMlOZZlqkchlj2L17Nx9++CFbt24N02qtiVSmZcuW8e6777Jnzx5KSkrC8jsPfohw5woEAuzcuZMnnnhiRr+Xvi0S/6927twZ/EHlzjvvpLOzky+//DJcS7Yk3LnGxsbo6+vj8ssvp6amhk2bNnHfffd97xrmVWkkJibS19cXPPb7/Tgcjinne3t7cTgcJCQkMDg4GPxmnBiHr5t64jmjo6MMDg4SFxc3A2kuvuZwZJoLIpFrdHSULVu20N7ezqFDh1i6dOkMpbn4msORqb6+PvgN7XQ6GR4e5osvvpiJOFOue7q5Wltb6evro6SkhNzcXPx+Pxs3buSzzz6bt5nGx8d58cUXLyj0iZ/cZ0q4c8XHx2Oz2cjJyQHgpptu4vz585w9e3bKNcyr0sjIyOD48eP09/cTCARobGwMvscNkJSURExMDG1tbQDU1NTgdDqJjo4mLS2N+vr6SeMAK1asoKamBvj6GzgtLY3o6Oh5nWkuiESu3bt3Mzg4yMGDB2e8MCKV6eDBgxw5cgSA999/n/j4eBISEuZ1rltuuYW3336b2tpaamtrcTgcHDhwgKuvvnreZlqwYAFHjhyhoaEhOH7dddexePHiGcsUiVyLFi0iIyODN998E4ATJ06wePHi79+H+k928GfTG2+8YVatWmV+8YtfmAMHDhhjjPnVr35lTp48aYwxpqOjwxQUFJisrCzz4IMPmq+++soYY0xXV5fZsGGDyc7ONvfcc4/517/+ZYwxZmBgwGzatMm43W6zbt26Gf+URyQyTXj99ddn7dNTxoQ319mzZ821115rMjMzzZo1a4J/5nMmY4z55JNPzPr1682aNWtMUVGR+fjjj2c8UyRyfdttt932X/F99fHHH5t169YZt9ttNmzYYHp6emY8UyRy+Xw+s2nTJrNq1SqTm5trTpw48b1/v34Jk4iIWDav3p4SEZHZpdIQERHLVBoiImKZSkNERCxTaYiIiGUqDRERsUylISIilv1/sbVx6676od0AAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.scatter(params[:,9],params[:,14])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "462b7316-040e-4592-9509-f9eea6165c86",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "using LV3\n"
     ]
    }
   ],
   "source": [
    "archivedPath1 = os.path.join(\"..\",\"CGResults\",\"fixed_gSyn\",\"MedwithLV2\",\"output\",\"LV3\",\"AVG\")\n",
    "scfreqs = np.loadtxt(os.path.join(archivedPath1,\"SCfreqs\"))\n",
    "RejectionResults = np.loadtxt(os.path.join(archivedPath1,\"LV3RejectionRaw.txt\"))\n",
    "LV3passParams = np.array(pd.read_pickle(os.path.join(archivedPath1,\"passParamsRepeat.pkl\")))#the set used to make the average params\n",
    "coded = np.loadtxt(os.path.join(archivedPath1,\"LV3RejectionResults.txt\"))\n",
    "######################################\n",
    "#choose weighted or un weighted. note that unweighted will not give accurate results for SCfreqs or rejectionresults since it is only grabbing the nets which passed at 16 hz\n",
    "passIdxs,failIdxs,allIdxs = getPassIdxs(coded,'LV3')\n",
    "passI = passIdxs#weighted\n",
    "#passI = getEveryFirstNet(passIdxs).astype(int)#nonweighted\n",
    "###############################\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "21deb11e-f0eb-4b2d-8650-7c803ed6d6bf",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(15, 10400)"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "LV3passParams.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "9f7ced3e-38fc-4b4f-a9a8-ce362016d946",
   "metadata": {},
   "outputs": [],
   "source": [
    "np.savetxt(\"LV3 pass Idxs AVG.txt\",passI)\n",
    "np.savetxt(\"LV3ParamsAVG.txt\",LV3passParams)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "cd105e0b-3dfe-4631-9200-67f8b2884b57",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['soma_leak',\n",
       " 'soma_a2',\n",
       " 'soma_bkkca',\n",
       " 'soma_skkca',\n",
       " 'soma_kd1',\n",
       " 'soma_kd2',\n",
       " 'soma_cal',\n",
       " 'soma_cat',\n",
       " 'soma_caN',\n",
       " 'soma_nap2',\n",
       " 'neurite_leak',\n",
       " 'neurite_cat',\n",
       " 'neurite_cal',\n",
       " 'neurite_nap2',\n",
       " 'neurite_bkkca']"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "fullParamsList()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0c195c9c-a9b4-4514-aa0e-b57d7742dbe6",
   "metadata": {},
   "source": [
    "##  plot correlograms"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 106,
   "id": "4f91ea9c-204a-4a2c-b377-583d271d35fb",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "using LV3\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1440x720 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "######################################\n",
    "\n",
    "scfreqs = np.loadtxt(os.path.join(archivedPath1,\"LV3\",\"SCfreqs\"))\n",
    "RejectionResults = np.loadtxt(os.path.join(archivedPath1,\"LV3\",\"LV3RejectionRaw.txt\"))\n",
    "LV3passParams = np.array(pd.read_pickle(os.path.join(archivedPath1,\"LV3\",\"passParamsRepeat.pkl\")))#the set used to make the average params\n",
    "coded = np.loadtxt(os.path.join(archivedPath1,\"LV3\",\"LV3RejectionResults.txt\"))\n",
    "######################################\n",
    "#choose weighted or un weighted. note that unweighted will not give accurate results for SCfreqs or rejectionresults since it is only grabbing the nets which passed at 16 hz\n",
    "passIdxs,failIdxs,allIdxs = getPassIdxs(coded,'LV3')\n",
    "passI = passIdxs#weighted\n",
    "#passI = getEveryFirstNet(passIdxs).astype(int)#nonweighted\n",
    "###############################\n",
    "params = LV3passParams[:,passI]\n",
    "scfreqs = scfreqs[passI]\n",
    "RejectionResults = RejectionResults[:,passI]\n",
    "\n",
    "args = [params,scfreqs.reshape(1,-1),RejectionResults]\n",
    "Params = np.concatenate(args,axis=0)\n",
    "myList = fullParamsList() + ['SCfreqs'] + LV3CritList()\n",
    "\n",
    "title = 'weighted passing non avg'\n",
    "plotCorrelogram(Params,myList,title)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "afc3710e-db2b-4766-a2d5-599bea369cad",
   "metadata": {},
   "outputs": [],
   "source": [
    "[\"Areas\", \"Peaks\", \"SPB\", \"AreasTEA\", \"PeaksTEA\", \"SPBTEA\"]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 88,
   "id": "8e3a12dd-59b9-4bce-b62b-7cf372650a45",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "using LV3\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1440x720 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "\n",
    "scfreqs = np.loadtxt(os.path.join(archivedPath1,\"LV3\",\"SCfreqs\"))\n",
    "RejectionResults = np.loadtxt(os.path.join(archivedPath1,\"LV3\",\"LV3RejectionRaw.txt\"))\n",
    "LV3passParams = np.array(pd.read_pickle(os.path.join(archivedPath1,\"LV3\",\"passParamsRepeat.pkl\")))#the set used to make the average params\n",
    "coded = np.loadtxt(os.path.join(archivedPath1,\"LV3\",\"LV3RejectionResults.txt\"))\n",
    "######################################\n",
    "#choose weighted or un weighted. note that unweighted will not give accurate results for SCfreqs or rejectionresults since it is only grabbing the nets which passed at 16 hz\n",
    "passIdxs,failIdxs,allIdxs = getPassIdxs(coded,'LV3')\n",
    "passI = np.arange(0,len(allIdxs))#failIdxs#weighted\n",
    "#passI = getEveryFirstNet(passIdxs).astype(int)#nonweighted\n",
    "###############################\n",
    "params = LV3passParams[:,passI]\n",
    "scfreqs = scfreqs[passI]\n",
    "RejectionResults = RejectionResults[:,passI]\n",
    "\n",
    "args = [params,scfreqs.reshape(1,-1),RejectionResults]\n",
    "Params = np.concatenate(args,axis=0)\n",
    "myList = fullParamsList() + ['SCfreqs'] + LV3CritList()\n",
    "\n",
    "title = 'weighted allIdxs non avg'\n",
    "plotCorrelogram(Params,myList,title)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 102,
   "id": "e97cefe9-4d70-4b87-a37e-bee130745e20",
   "metadata": {},
   "outputs": [
    {
     "ename": "NameError",
     "evalue": "name 'archivedPath1' is not defined",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mNameError\u001b[0m                                 Traceback (most recent call last)",
      "Input \u001b[1;32mIn [102]\u001b[0m, in \u001b[0;36m<cell line: 1>\u001b[1;34m()\u001b[0m\n\u001b[1;32m----> 1\u001b[0m scfreqs \u001b[38;5;241m=\u001b[39m np\u001b[38;5;241m.\u001b[39mloadtxt(os\u001b[38;5;241m.\u001b[39mpath\u001b[38;5;241m.\u001b[39mjoin(\u001b[43marchivedPath1\u001b[49m,\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mLV3\u001b[39m\u001b[38;5;124m\"\u001b[39m,\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mSCfreqs\u001b[39m\u001b[38;5;124m\"\u001b[39m))\n\u001b[0;32m      2\u001b[0m RejectionResults \u001b[38;5;241m=\u001b[39m np\u001b[38;5;241m.\u001b[39mloadtxt(os\u001b[38;5;241m.\u001b[39mpath\u001b[38;5;241m.\u001b[39mjoin(archivedPath1,\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mLV3\u001b[39m\u001b[38;5;124m\"\u001b[39m,\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mLV3RejectionRaw.txt\u001b[39m\u001b[38;5;124m\"\u001b[39m))\n\u001b[0;32m      3\u001b[0m LV3passParams \u001b[38;5;241m=\u001b[39m np\u001b[38;5;241m.\u001b[39marray(pd\u001b[38;5;241m.\u001b[39mread_pickle(os\u001b[38;5;241m.\u001b[39mpath\u001b[38;5;241m.\u001b[39mjoin(archivedPath1,\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mLV3\u001b[39m\u001b[38;5;124m\"\u001b[39m,\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mpassParamsRepeat.pkl\u001b[39m\u001b[38;5;124m\"\u001b[39m)))\u001b[38;5;66;03m#the set used to make the average params\u001b[39;00m\n",
      "\u001b[1;31mNameError\u001b[0m: name 'archivedPath1' is not defined"
     ]
    }
   ],
   "source": [
    "\n",
    "scfreqs = np.loadtxt(os.path.join(archivedPath1,\"LV3\",\"SCfreqs\"))\n",
    "RejectionResults = np.loadtxt(os.path.join(archivedPath1,\"LV3\",\"LV3RejectionRaw.txt\"))\n",
    "LV3passParams = np.array(pd.read_pickle(os.path.join(archivedPath1,\"LV3\",\"passParamsRepeat.pkl\")))#the set used to make the average params\n",
    "coded = np.loadtxt(os.path.join(archivedPath1,\"LV3\",\"LV3RejectionResults.txt\"))\n",
    "######################################\n",
    "#choose weighted or un weighted. note that unweighted will not give accurate results for SCfreqs or rejectionresults since it is only grabbing the nets which passed at 16 hz\n",
    "passIdxs,failIdxs,allIdxs = getPassIdxs(coded,'LV3')\n",
    "passI = failIdxs#weighted\n",
    "#passI = getEveryFirstNet(passIdxs).astype(int)#nonweighted\n",
    "###############################\n",
    "params = LV3passParams[:,passI]\n",
    "scfreqs = scfreqs[passI]\n",
    "RejectionResults = RejectionResults[:,passI]\n",
    "\n",
    "args = [params,scfreqs.reshape(1,-1),RejectionResults]\n",
    "Params = np.concatenate(args,axis=0)\n",
    "myList = fullParamsList() + ['SCfreqs'] + LV3CritList()\n",
    "\n",
    "title = 'weighted failIdxs non avg'\n",
    "plotCorrelogram(Params,myList,title)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "id": "1e054a42-f313-4681-b360-174e7d1b910c",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(20160,)\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "scfreqs = np.loadtxt(os.path.join(archivedPath1,\"LV3\",\"SCfreqs\"))\n",
    "plt.hist(scfreqs,bins=60)\n",
    "print(scfreqs.shape)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 82,
   "id": "ac0054da-6073-4405-a0a2-1f633dccadc3",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "using LV3\n",
      "(10400,)\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAXkAAAD7CAYAAACPDORaAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMCwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8/fFQqAAAACXBIWXMAAAsTAAALEwEAmpwYAAAWtElEQVR4nO3de2xT5/3H8Y+Dk4wUpm7MjhikmUapWCc1VKsGbKotJiUEEq/lIhbGkjG2NZUgLVlVbgujy0QTdVRoCNp1EnRay1QyBBmN0pRJFUhpWKtGG4gJIUoxtAQ5F7Y2aYkTkvP7o79aQGx8ia9P3q+/kuPjc77HefzJ0fc5PrZZlmUJAGCkrFQXAABIHEIeAAxGyAOAwQh5ADAYIQ8ABiPkAcBghDwAGMye6gJu99//fqrR0cRduj9t2hT19Q0kbPuxoq7oUFd0qCs6mVRXVpZNX/nKXSGfE1HI79mzR2+88YYkye12a+PGjdqyZYs6Ozs1efJkSdL69etVXFysjo4ONTQ0yO/3a/HixaqtrY3qIEZHrYSG/Bf7SEfUFR3qig51RceUusKGfEdHh9rb23XkyBHZbDb94he/0D/+8Q+dOXNGr776qpxOZ2DdwcFBbd26Va+88oqmT5+u6upqnThxQm63O/ojAQCMW9ievMPh0ObNm5WTk6Ps7GzNmjVLXV1d6urq0rZt2+TxeLR7926Njo7q9OnTKiwsVEFBgex2uzwej9ra2pJxHACAIMKeyc+ePTvws9frVWtrq/7617/q3XffVX19vfLy8lRdXa1Dhw4pLy9PDocjsL7T6ZTP50tM5QCAsCKeeD1//ryqq6u1adMmffOb39TevXsDj1VWVqq5uVmlpaVjnmez2aIqaNq0KVGtHwuHY2rC9xEL6ooOdUWHuqJjSl0RhXxnZ6eeeOIJbd26VWVlZTp37py8Xq8WLVokSbIsS3a7Xfn5+ert7Q08r7u7+5aefST6+gYSOuHhcExVT09/wrYfK+qKDnVFh7qik0l1ZWXZ7nhyHLYnf/XqVa1bt047d+5UWVmZpM9D/dlnn9XHH3+s4eFhHTx4UMXFxSoqKtLFixd16dIljYyMqKWlRS6Xa5yHBQCIVdgz+X379snv96uxsTGwrKKiQo899phWrVqlGzduqKSkROXl5ZKkxsZG1dTUyO/3y+12B23hAACSw5ZuXxpCuya9ZGpdU788WV/KvfUcZtB/Q/2fXE9pXalCXdHJpLrCtWvS7hOvQDx8Kdcuz1N/v2XZ688/ovR72wKJxb1rAMBghDwAGIyQBwCDEfIAYDBCHgAMRsgDgMEIeQAwGCEPAAYj5AHAYIQ8ABiMkAcAgxHyAGAwQh4ADEbIA4DBCHkAMBj3kwcmmFR9oQpSg5AHJhi+UGVioV0DAAYj5AHAYLRrJij6ssDEQMhPUPRlgYmBdg0AGIyQBwCDEfIAYDBCHgAMRsgDgMEIeQAwGCEPAAbjOnmkLdM/sGX68SE9EPJIW6Z/YMv040N6oF0DAAYj5AHAYLRrJoBgvV8gXkKNr2DzC8HWnfrlyWkzD3FzfQ7HVEmZP08S0Tt/z549euONNyRJbrdbGzduVEdHhxoaGuT3+7V48WLV1tZKks6ePau6ujoNDAzooYce0m9/+1vZ7QRMKoXq/QLxEGx8ScHnF9J9HiLd64tF2HZNR0eH2tvbdeTIETU3N+s///mPWlpatHXrVr3wwgtqbW3VmTNndOLECUnS008/rW3btunNN9+UZVlqampK+EEAAIILG/IOh0ObN29WTk6OsrOzNWvWLHm9XhUWFqqgoEB2u10ej0dtbW26cuWKBgcHNXfuXEnSsmXL1NbWluhjAACEELaPMnv27MDPXq9Xra2tqqyslMPhCCx3Op3y+Xzq7u6+ZbnD4ZDP54uqoGnTpkS1fiy+6LXFYmh4RDnZk8Iui8V46oqXYDWkQ103+6KeWOpKxrGMdx+JqjHcdhOx30i3mei/y3jft+n0Hoi2loib5efPn1d1dbU2bdoku92uixcv3vK4zWaTZVljnmez2aIqqK9vQKOjY7cTLw7HVPX0xN5hczimBu3ZjWeb8agr3LYjdXsNiawrnFB19/T0h63rTs9NpGher2TWeHNd8d7vncZXsPEUz31HKtL3barqi1Sw8ZWVZbvjyXFEl1B2dnZqzZo1euqpp7R06VLl5+ert7c38Hh3d7ecTueY5T09PXI6ndEeBwAgTsKG/NWrV7Vu3Trt3LlTZWVlkqSioiJdvHhRly5d0sjIiFpaWuRyuTRjxgzl5uaqs7NTktTc3CyXy5XYIwAAhBS2XbNv3z75/X41NjYGllVUVKixsVE1NTXy+/1yu90qLS2VJO3cuVN1dXX69NNPdf/996uqqipx1QNACmTSfYfChnxdXZ3q6uqCPnb06NExy+bMmaNDhw6NvzIASFOZdD09tzUAAIMR8gBgMEIeAAzGTWWQdJk0aRWLTDy+oeGRMdeIj7fmYNtE8hHySLpMmrSKRSYeX072pLjXHGqbSC7aNQBgMEIeAAw24do1ofqEyeiZRtqrzcSerumi+WIMIJxkvscnXMgH6xNKyemZRtqrzcSerumi+WIMIJxkvsdp1wCAwQh5ADDYhGvXhBKsV+8fGlFuzvi/DATxc/PfyZQvWg4nVXM0ibh2HslHyP+/UNf0cp1veknE9dzpLlVzNBPxtTYR7RoAMBghDwAGM7pdE+ra5kzcN/1RIDKRvvcmyr11jA75UL3MTNw3/VEgMpG+9ybKvXVo1wCAwQh5ADAYIQ8ABjO6Jw+Ek243g5sok4HxksqLKyKV6hrT+9UBEizdbgY3USYD4yWVF1dEKtU10q4BAIMR8gBgMNo1iEmwPmOwG7ql6kZaAD5HyCMmofqM6XQjLQC0awDAaIQ8ABiMdo1hEnFNbqqv801nkc4HpGre4Oa/XSbNW6Tb5xcyGe9cwyTimtxUX+ebziKdD0jVvEGm/u3S7fMLmYx2DQAYjJAHAIPRrkFAIvrGXMOOiSJdx3rEIT8wMKCKigr98Y9/1MyZM7VlyxZ1dnZq8uTJkqT169eruLhYHR0damhokN/v1+LFi1VbW5uw4hFfwfrGUmK+7AQwTSLeP/EQUcifOnVKdXV18nq9gWVnzpzRq6++KqfTGVg2ODiorVu36pVXXtH06dNVXV2tEydOyO12x71wAEB4EfXkm5qatH379kCgf/bZZ+rq6tK2bdvk8Xi0e/dujY6O6vTp0yosLFRBQYHsdrs8Ho/a2toSegAAgNAiOpPfsWPHLb/39fVp/vz5qq+vV15enqqrq3Xo0CHl5eXJ4XAE1nM6nfL5fPGtGAAQsZgmXgsKCrR3797A75WVlWpublZpaemYdW02W1TbnjZtSiwlaWh4RDnZk8KvmADjmXC5+bmxbCMdJ3pilehjiebvlAmva6pqTMR+0/kDZVLyXutI9hNtLTGF/Llz5+T1erVo0SJJkmVZstvtys/PV29vb2C97u7uW3r2kejrG9DoqBV1TQ7H1JRN8I1ncnG8E5M9Pbd+PCQTwimURB9LNK91Jryut9cYTCLqTsRrE8k2UzmJn6zxEO5v6nBMHbNOVpbtjifHMV0nb1mWnn32WX388ccaHh7WwYMHVVxcrKKiIl28eFGXLl3SyMiIWlpa5HK5YtkFACAOYjqTnzNnjh577DGtWrVKN27cUElJicrLyyVJjY2Nqqmpkd/vl9vtDtrCAQAkR1Qh/9ZbbwV+Xr16tVavXj1mnQULFujo0aPjrwxhpeuHLwCkDz7xmsH4oBGAcLh3DQAYjJAHAIPRrgEyULD5GL5UIzEyfe6LkAcyUKj5GL5UI/4yfe6Ldg0AGIyQBwCD0a5BWkinvmc61QKMFyGPtJBOfc90qgUYL9o1AGAwQh4ADEa7BjAEcwkIhpAHDMFcAoKhXQMABiPkAcBghDwAGIyePICUYsI4sQh5ACnFhHFi0a4BAIMR8gBgMEIeAAxGyAOAwQh5ADAYIQ8ABuMSSgAR45r2zEPIA4gY17RnHto1AGAwQh4ADEbIA4DBCHkAMBghDwAGI+QBwGCEPAAYLKKQHxgYUHl5uT766CNJUkdHhzwej0pKSrRr167AemfPntXy5cu1aNEi/frXv9aNGzcSUzUAICJhQ/7UqVNatWqVvF6vJGlwcFBbt27VCy+8oNbWVp05c0YnTpyQJD399NPatm2b3nzzTVmWpaampoQWDwC4s7Ah39TUpO3bt8vpdEqSTp8+rcLCQhUUFMhut8vj8aitrU1XrlzR4OCg5s6dK0latmyZ2traElo8AODOwt7WYMeOHbf83t3dLYfDEfjd6XTK5/ONWe5wOOTz+eJYKgAgWlHfu8ayrDHLbDZbyOXRmjZtStTPAQATRHLzt2hvEBd1yOfn56u3tzfwe3d3t5xO55jlPT09gRZPNPr6BjQ6OvYfRjjcGQ9Apuvp6b/j4w7H1DHrZGXZ7nhyHPUllEVFRbp48aIuXbqkkZERtbS0yOVyacaMGcrNzVVnZ6ckqbm5WS6XK9rNAwDiKOoz+dzcXDU2NqqmpkZ+v19ut1ulpaWSpJ07d6qurk6ffvqp7r//flVVVcW9YABA5CIO+bfeeivw84IFC3T06NEx68yZM0eHDh2KT2UAgHHjE68AYDBCHgAMRsgDgMEIeQAwGCEPAAYj5AHAYIQ8ABiMkAcAgxHyAGAwQh4ADEbIA4DBCHkAMBghDwAGI+QBwGCEPAAYjJAHAIMR8gBgMEIeAAxGyAOAwQh5ADAYIQ8ABiPkAcBghDwAGIyQBwCDEfIAYDBCHgAMRsgDgMEIeQAwGCEPAAYj5AHAYIQ8ABiMkAcAgxHyAGAw+3ieXFVVpb6+Ptntn2+mvr5ely9f1osvvqjh4WGtWbNGq1evjkuhAIDoxRzylmXpgw8+0PHjxwMh7/P5VFtbq8OHDysnJ0cVFRWaN2+e7r333rgVDACIXMwh/8EHH8hms+mXv/yl+vr6tHLlSt11112aP3++7r77bknSokWL1NbWpvXr18erXgBAFGLuyX/yySdasGCB9u7dqz//+c967bXX1NXVJYfDEVjH6XTK5/PFpVAAQPRiPpN/8MEH9eCDD0qS8vLytGLFCjU0NOjxxx+/ZT2bzRbVdqdNmxJrSQCQ0RyOqXFZ52Yxh/x7772n4eFhLViwQNLnPfoZM2aot7c3sE53d7ecTmdU2+3rG9DoqBV1PdEeOACkm56e/js+7nBMHbNOVpbtjifHMbdr+vv79dxzz8nv92tgYEBHjhzR73//e508eVLXrl3T9evXdezYMblcrlh3AQAYp5jP5BcuXKhTp07p0Ucf1ejoqH784x/rO9/5jmpra1VVVaXh4WGtWLFCDzzwQDzrBQBEYVzXyW/YsEEbNmy4ZZnH45HH4xnPZgEAccInXgHAYIQ8ABiMkAcAgxHyAGAwQh4ADEbIA4DBCHkAMBghDwAGI+QBwGCEPAAYjJAHAIMR8gBgMEIeAAxGyAOAwQh5ADAYIQ8ABiPkAcBghDwAGIyQBwCDEfIAYDBCHgAMRsgDgMEIeQAwGCEPAAYj5AHAYIQ8ABiMkAcAgxHyAGAwQh4ADEbIA4DBCHkAMBghDwAGI+QBwGCEPAAYLCEh//rrr2vJkiUqLi7WgQMHErELAEAE7PHeoM/n065du3T48GHl5OSooqJC8+bN07333hvvXQEAwoh7yHd0dGj+/Pm6++67JUmLFi1SW1ub1q9fH9Hzs7JsMe/b+ZXJMS8b7/NNXpZu9aTTsnSrJ52WpVs9mfA6RJJ/t68T7jk2y7KssFuNwksvvaTPPvtMtbW1kqS//e1vOn36tH73u9/FczcAgAjEvScf7H+GzRb72TkAIHZxD/n8/Hz19vYGfu/u7pbT6Yz3bgAAEYh7yH/ve9/TyZMnde3aNV2/fl3Hjh2Ty+WK924AABGI+8Rrfn6+amtrVVVVpeHhYa1YsUIPPPBAvHcDAIhA3CdeAQDpg0+8AoDBCHkAMBghDwAGI+QBwGDGh/zAwIDKy8v10UcfSZL+9a9/aeXKlSorK9OvfvUrDQ0NpUVd7e3t+uEPf6jy8nJt3LgxJXXt2bNHZWVlKisr03PPPSfp89tUeDwelZSUaNeuXUmvKVRdBw8eVHl5uTwej7Zs2ZI2r9cXDhw4oMrKyqTXFKqudBj3wepKh3H/hz/8QUuWLFFZWZlefvllSekx7kPVFvXYtwz273//2yovL7e+/e1vWx9++KHV399vff/737fOnj1rWZZl1dbWWgcOHEh5XZZlWS6Xy3r//fcty7Ksmpoaq6mpKak1vf3229aPfvQjy+/3W0NDQ1ZVVZX1+uuvW26327p8+bI1PDxsrV271jp+/HjK63rppZes4uJiq7+/3xodHbU2btxovfzyyymv69ixY5ZlWdb58+ethx9+2PrJT36S1JpC1XX48OGUj/tQr1eqx/0777xjVVRUWMPDw9b169ethQsXWmfPnk35uA9V24ULF6Ie+0afyTc1NWn79u2BT9y+/fbbmjt3rubMmSNJqqurU3FxccrrkqSRkRENDAxoZGREfr9fubm5Sa3J4XBo8+bNysnJUXZ2tmbNmiWv16vCwkIVFBTIbrfL4/Gora0t5XUNDQ3pmWee0ZQpU2Sz2XTfffepq6sr5XV1dXVpaGhIv/nNb/Tkk08mtZ471XXlypWUj/tQr1eqx/13v/td/eUvf5HdbldfX59GRkb0ySefpHzch6otNzc36rEf9w9DpZMdO3bc8vulS5eUl5endevW6fLly3rooYe0efPmlNclSc8884wqKys1ZcoUzZw5U6WlpUmtafbs2YGfvV6vWltbVVlZKYfDEVjudDrl8/lSXtdrr72mb3zjG5Kka9eu6cCBA2poaEiLup5//nktX75cM2fOTGo9d6pr7dq1KR/3oV6vGTNmpHTcS1J2drZ2796t/fv3q7S0VN3d3Skf96Fq+/rXv64ZM2ZIinzsG30mf7uRkRG1t7dr8+bNam5u1vXr1/WnP/0p1WWpp6dHO3fuVEtLi9rb21VUVJT00PrC+fPntXbtWm3atEn33HPPmMdTdbO5m+v6IuB9Pp9++tOfavny5Zo3b17K67py5YquXr2q5cuXp6SWUHWl07i/ua677rorbcb9E088oZMnT+rq1avyer1jHk/lTRZvrq2pqUlSdGN/QoX81772NRUVFamgoECTJk3S4sWLdfr06VSXpffee0/33Xef7rnnHmVlZWnlypV69913k15HZ2en1qxZo6eeekpLly5Nm5vN3V6XJF24cEGrVq3S0qVLtW7duqTXFKyulpYWnT9/Xo888ojq6up05swZbdiwIeV1pcu4v72udBj3Fy5c0NmzZyVJkydPVklJid555520GPfBajt37lz0Yz85UwiptXDhQuvDDz+0urq6rIcfftjq6uqyLMuytm/fbu3atSvldb3//vuW2+22enp6LMuyrBdffNHatGlTUmvp6uqy5s2bZ3V0dASWDQ4OWi6Xy/J6vdaNGzesn//851Zra2vK6+rv77fcbrfV3Nyc1FrC1XWzf/7znymZeA1WVzqM+2B1pcO4P378uLVs2TLL7/dbfr/f+tnPfma1tLSkfNyHqu3IkSNRj32je/K3mz59uurr6/X444/L7/frW9/6ljZt2pTqsjRr1iw9+eSTqqqq0qRJk1RYWKj6+vqk1rBv3z75/X41NjYGllVUVKixsVE1NTXy+/1yu91J75kGq2vJkiXq7e3V/v37tX//fknSD37wg6ROdoZ6vVatWpW0GoIJVVeqx32oulI97t1ut06dOqVHH31UkyZNUklJicrKyvTVr341peM+VG3/+9//oh773KAMAAw2oXryADDREPIAYDBCHgAMRsgDgMEIeQAwGCEPAAYj5AHAYIQ8ABjs/wAlD6V46RlYLwAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "scfreqs = np.loadtxt(os.path.join(archivedPath1,\"LV3\",\"SCfreqs\"))\n",
    "coded = np.loadtxt(os.path.join(archivedPath1,\"LV3\",\"LV3RejectionResults.txt\"))\n",
    "passIdxs,failIdxs,allIdxs = getPassIdxs(coded,'LV3')\n",
    "plt.hist(scfreqs[passIdxs],bins=60)\n",
    "print(scfreqs[passIdxs].shape)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 100,
   "id": "3b3063b7-2a83-4d53-b117-f734dc701f11",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "using LV3\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1440x720 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "archivedPath = os.path.join(\"..\",\"CGResults\",\"fixed_Gsyn\",\"MedwithLV2\",\"output\",\"LV3\",\"AVG\")\n",
    "scfreqs = np.loadtxt(os.path.join(archivedPath,\"SCfreqs\"))\n",
    "RejectionResults = np.loadtxt(os.path.join(archivedPath,\"LV3RejectionRaw.txt\"))\n",
    "LV3passParams = np.array(pd.read_pickle(os.path.join(archivedPath,\"passParamsRepeat.pkl\")))#the set used to make the average params\n",
    "coded = np.loadtxt(os.path.join(archivedPath,\"LV3RejectionResults.txt\"))\n",
    "######################################\n",
    "#choose weighted or un weighted. note that unweighted will not give accurate results for SCfreqs or rejectionresults since it is only grabbing the nets which passed at 16 hz\n",
    "passIdxs,failIdxs,allIdxs = getPassIdxs(coded,'LV3')\n",
    "passI = passIdxs#weighted\n",
    "#passI = getEveryFirstNet(passIdxs).astype(int)#nonweighted\n",
    "###############################\n",
    "params = LV3passParams[:,passI]\n",
    "scfreqs = scfreqs[passI]\n",
    "RejectionResults = RejectionResults[:,passI]\n",
    "\n",
    "args = [params,scfreqs.reshape(1,-1),RejectionResults]\n",
    "Params = np.concatenate(args,axis=0)\n",
    "myList = fullParamsList() + ['SCfreqs'] + LV2CritList()\n",
    "\n",
    "title = 'weighted passing non avg'\n",
    "plotCorrelogram(Params,myList,title)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 113,
   "id": "dabf8004-bf9e-4038-b507-4859196007f1",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.collections.PathCollection at 0x1973f7f5310>"
      ]
     },
     "execution_count": 113,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.scatter(Params[9,:],Params[14,:])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 114,
   "id": "e0704223-707a-41b6-a94d-f223b1052e2a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.collections.PathCollection at 0x19740630ac0>"
      ]
     },
     "execution_count": 114,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.scatter(Params[0,:],Params[10,:])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 108,
   "id": "4d7c2df1-7c0e-42c4-a93d-795eac213b04",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "using LV2\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1440x720 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "archivedPath = os.path.join(\"..\",\"CGResults\",\"fixed_gSyn\",\"MedwithLV2\",\"output\")\n",
    "#LV2 = np.array(pd.read_pickle(os.path.join(archivedPath,\"MedwithLV2\",\"output\",\"LV2\",\"passParamsRepeatControl.pkl\")))\n",
    "scfreqs = np.loadtxt(os.path.join(archivedPath,\"LV2\",\"SCfreqs\"))\n",
    "RejectionResults = np.loadtxt(os.path.join(archivedPath,\"LV2\",\"LV2RejectionRaw.txt\"))\n",
    "LV2passParams = np.array(pd.read_pickle(os.path.join(archivedPath,\"LV2\",\"passParamsRepeatControl.pkl\")))#the set used to make the average params\n",
    "coded = np.loadtxt(os.path.join(archivedPath,\"LV2\",\"LV2RejectionResults.txt\"))\n",
    "######################################\n",
    "#choose weighted or un weighted. note that unweighted will not give accurate results for SCfreqs or rejectionresults since it is only grabbing the nets which passed at 16 hz\n",
    "passIdxs,failIdxs,allIdxs = getPassIdxs(coded,'LV2')\n",
    "passI = passIdxs#weighted\n",
    "#passI = getEveryFirstNet(passIdxs).astype(int)#nonweighted\n",
    "###############################\n",
    "params = LV2passParams[:,passI]\n",
    "scfreqs = scfreqs[passI]\n",
    "RejectionResults = RejectionResults[:,passI]\n",
    "\n",
    "args = [params,scfreqs.reshape(1,-1),RejectionResults]\n",
    "Params = np.concatenate(args,axis=0)\n",
    "myList = fullParamsList() + ['SCfreqs'] + LV2CritList()\n",
    "\n",
    "title = 'weighted passing LV2'\n",
    "plotCorrelogram(Params,myList,title)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 93,
   "id": "177f1668-9770-4784-a686-339e1fdb7dae",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "using LV2\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1440x720 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "archivedPath = os.path.join(\"..\",\"CGResults\",\"fixed_gSyn\",\"MedwithLV2\",\"output\")\n",
    "#LV2 = np.array(pd.read_pickle(os.path.join(archivedPath,\"MedwithLV2\",\"output\",\"LV2\",\"passParamsRepeatControl.pkl\")))\n",
    "scfreqs = np.loadtxt(os.path.join(archivedPath,\"LV2\",\"SCfreqs\"))\n",
    "RejectionResults = np.loadtxt(os.path.join(archivedPath,\"LV2\",\"LV2RejectionRaw.txt\"))\n",
    "LV2passParams = np.array(pd.read_pickle(os.path.join(archivedPath,\"LV2\",\"passParamsRepeatControl.pkl\")))#the set used to make the average params\n",
    "coded = np.loadtxt(os.path.join(archivedPath,\"LV2\",\"LV2RejectionResults.txt\"))\n",
    "######################################\n",
    "#choose weighted or un weighted. note that unweighted will not give accurate results for SCfreqs or rejectionresults since it is only grabbing the nets which passed at 16 hz\n",
    "passIdxs,failIdxs,allIdxs = getPassIdxs(coded,'LV2')\n",
    "passI = failIdxs#weighted\n",
    "#passI = getEveryFirstNet(passIdxs).astype(int)#nonweighted\n",
    "###############################\n",
    "params = LV2passParams[:,passI]\n",
    "scfreqs = scfreqs[passI]\n",
    "RejectionResults = RejectionResults[:,passI]\n",
    "\n",
    "args = [params,scfreqs.reshape(1,-1),RejectionResults]\n",
    "Params = np.concatenate(args,axis=0)\n",
    "myList = fullParamsList() + ['SCfreqs'] + LV2CritList()\n",
    "\n",
    "title = 'weighted failing LV2'\n",
    "plotCorrelogram(Params,myList,title)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "8d9497e6-c0a2-4922-b5fd-b44c98a51b3d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.hist(scfreqs,bins=60)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "362a4b0d-d9ba-436f-a7fe-bae1d25a54d0",
   "metadata": {},
   "outputs": [
    {
     "ename": "NameError",
     "evalue": "name 'np' is not defined",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mNameError\u001b[0m                                 Traceback (most recent call last)",
      "Input \u001b[1;32mIn [1]\u001b[0m, in \u001b[0;36m<cell line: 1>\u001b[1;34m()\u001b[0m\n\u001b[1;32m----> 1\u001b[0m scfreqs \u001b[38;5;241m=\u001b[39m \u001b[43mnp\u001b[49m\u001b[38;5;241m.\u001b[39mloadtxt(os\u001b[38;5;241m.\u001b[39mpath\u001b[38;5;241m.\u001b[39mjoin(archivedPath1,\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mLV2\u001b[39m\u001b[38;5;124m\"\u001b[39m,\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mSCfreqs\u001b[39m\u001b[38;5;124m\"\u001b[39m))\n\u001b[0;32m      2\u001b[0m RejectionResults \u001b[38;5;241m=\u001b[39m np\u001b[38;5;241m.\u001b[39mloadtxt(os\u001b[38;5;241m.\u001b[39mpath\u001b[38;5;241m.\u001b[39mjoin(archivedPath1,\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mLV2\u001b[39m\u001b[38;5;124m\"\u001b[39m,\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mLV3RejectionRaw.txt\u001b[39m\u001b[38;5;124m\"\u001b[39m))\n\u001b[0;32m      3\u001b[0m LV3passParams \u001b[38;5;241m=\u001b[39m np\u001b[38;5;241m.\u001b[39marray(pd\u001b[38;5;241m.\u001b[39mread_pickle(os\u001b[38;5;241m.\u001b[39mpath\u001b[38;5;241m.\u001b[39mjoin(archivedPath1,\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mLV2\u001b[39m\u001b[38;5;124m\"\u001b[39m,\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mpassParamsRepeat.pkl\u001b[39m\u001b[38;5;124m\"\u001b[39m)))\u001b[38;5;66;03m#the set used to make the average params\u001b[39;00m\n",
      "\u001b[1;31mNameError\u001b[0m: name 'np' is not defined"
     ]
    }
   ],
   "source": [
    "scfreqs = np.loadtxt(os.path.join(archivedPath1,\"LV2\",\"SCfreqs\"))\n",
    "RejectionResults = np.loadtxt(os.path.join(archivedPath1,\"LV2\",\"LV3RejectionRaw.txt\"))\n",
    "LV3passParams = np.array(pd.read_pickle(os.path.join(archivedPath1,\"LV2\",\"passParamsRepeat.pkl\")))#the set used to make the average params\n",
    "coded = np.loadtxt(os.path.join(archivedPath1,\"LV2\",\"LV2RejectionResults.txt\"))\n",
    "######################################\n",
    "#choose weighted or un weighted. note that unweighted will not give accurate results for SCfreqs or rejectionresults since it is only grabbing the nets which passed at 16 hz\n",
    "passIdxs,failIdxs,allIdxs = getPassIdxs(coded,'LV2')\n",
    "passI = passIdxs#weighted\n",
    "#passI = getEveryFirstNet(passIdxs).astype(int)#nonweighted\n",
    "###############################\n",
    "params = LV3passParams[:,passI]\n",
    "scfreqs = scfreqs[passI]\n",
    "RejectionResults = RejectionResults[:,passI]\n",
    "\n",
    "args = [params,scfreqs.reshape(1,-1),RejectionResults]\n",
    "Params = np.concatenate(args,axis=0)\n",
    "myList = fullParamsList() + ['SCfreqs'] + LV3CritList()\n",
    "\n",
    "title = 'weighted passing non avg'\n",
    "plotCorrelogram(Params,myList,title)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 83,
   "id": "9ab34f18-ef66-46c9-b03b-aaa162fe4c64",
   "metadata": {},
   "outputs": [],
   "source": [
    "RejectionResults = np.loadtxt(os.path.join(\"output\",\"LV3\",\"LV3RejectionRaw.txt\"))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 77,
   "id": "fe6bc8ad-b636-4ab9-a5e8-3c87ee89b87f",
   "metadata": {},
   "outputs": [],
   "source": [
    "######################################\n",
    "scfreqs = np.loadtxt(os.path.join(\"output\",\"LV3\",\"Avg\",\"SCfreqs\"))\n",
    "RejectionResults = np.loadtxt(os.path.join(\"output\",\"LV3\",\"Avg\",\"LV3RejectionRaw.txt\"))\n",
    "LV3passParams = np.array(pd.read_pickle(os.path.join(\"output\",\"LV3\",\"Avg\",\"passParamsRepeat.pkl\")))\n",
    "coded = np.loadtxt(os.path.join(\"output\",\"LV3\",\"Avg\",\"LV3RejectionResults.txt\"))\n",
    "\n",
    "######################################\n",
    "#choose weighted or un weighted. note that unweighted will not give accurate results for SCfreqs or rejectionresults since it is only grabbing the nets which passed at 16 hz\n",
    "passIdxs,failIdxs,allIdxs = getPassIdxs(coded)\n",
    "passI = passIdxs#weighted\n",
    "#passI = getEveryFirstNet(passIdxs).astype(int)#nonweighted\n",
    "###############################\n",
    "params = LV3passParams[:,passI]\n",
    "scfreqs = scfreqs[passI]\n",
    "RejectionResults = RejectionResults[:,passI]\n",
    "\n",
    "args = [params,scfreqs.reshape(1,-1),RejectionResults]\n",
    "ParamsAVG = np.concatenate(args,axis=0)\n",
    "myList = fullParamsList() + ['SCfreqs'] + LV3CritList()\n",
    "\n",
    "CorrsDiff = abs(np.corrcoef(ParamsAVG)) - abs(np.corrcoef(Params))#assuming Params is the correlation matrix used to make the non averaged plots"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 72,
   "id": "ac07c638-3abf-4c7d-8e54-af019f058766",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1440x720 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plotCorrelogram(ParamsAVG,myList,'weighted passing avg')\n",
    "plt.savefig('weighted passing avg.png',dpi=500)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 78,
   "id": "15e7d1d9-8a77-4dde-bb25-24c9b9788edf",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1440x720 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(20,10))\n",
    "ax = sns.heatmap(CorrsDiff,xticklabels=myList,yticklabels = myList,vmin=-0.2,vmax=0.2,annot=True)\n",
    "plt.title('abs value Param corrs averaged minus abs value Param Corrs nonaveraged')\n",
    "plt.savefig('weighted passing diff.png')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4a460608-6c4c-4cf8-a114-d7683a1a2047",
   "metadata": {},
   "source": [
    "### find the averaged networks and unaverage them"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "id": "5692dc7b-2c95-4e24-8410-5b3a2c988c29",
   "metadata": {},
   "outputs": [],
   "source": [
    "#get the averaged networks which pass\n",
    "LV3passParamsAVG = np.array(pd.read_pickle(os.path.join(\"output\",\"LV3\",\"Avg\",\"passParamsRepeat.pkl\")))\n",
    "codedAVG = np.loadtxt(os.path.join(\"output\",\"LV3\",\"Avg\",\"LV3RejectionResults.txt\"))\n",
    "passIdxsAVG,failIdxsAVG,allIdxsAVG = getPassIdxs(codedAVG)\n",
    "passParamsAVG = getEveryFirstNet(LV3passParamsAVG[:,passIdxsAVG])\n",
    "\n",
    "\n",
    "#get the nonaveraged networks which pass\n",
    "LV3passParams = np.array(pd.read_pickle(os.path.join(\"output\",\"LV3\",\"passParamsRepeat.pkl\")))#the set used to make the average params\n",
    "coded = np.loadtxt(os.path.join(\"output\",\"LV3\",\"LV3RejectionResults.txt\"))\n",
    "passIdxs,failIdxs,allIdxs = getPassIdxs(coded)\n",
    "passParams = getEveryFirstNet(LV3passParams[:,passIdxs])\n",
    "\n",
    "#get the averaged networks which fail\n",
    "failParamsAVG = getEveryFirstNet(LV3passParamsAVG[:,failIdxsAVG])\n",
    "#get the nonaveraged networks which fail\n",
    "failParams = getEveryFirstNet(LV3passParams[:,failIdxs])\n",
    "#compare the ranges of the failing networks with the nonfailing networks\n",
    "\n",
    "allIdxsAVG#this is the 1 or 0 for every network at every frequency, 24160 recordings that form 302 networks, 1 if passed, 0 if failed\n",
    "allAVGnetspassIdxs = getEveryFirstNet(allIdxsAVG)#1510 forming 302 networks\n",
    "p = np.where(allAVGnetspassIdxs==1)[0]#1405 forming 281 networks\n",
    "f =  np.where(allAVGnetspassIdxs!=1)[0]#105 forming 21 networks\n",
    "t1 = passParams[:,p]# un averaged networks corresponding to the averaged networks that pass\n",
    "t2 = passParams[:,f] # un averaged networks corresponding to the averaged networks that fail"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "id": "03bdc5dc-c062-4b47-aa34-edfd854f1b64",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(15, 1255)"
      ]
     },
     "execution_count": 47,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "LV3passParams = np.array(pd.read_pickle(os.path.join(\"output\",\"LV3\",\"passParamsRepeat.pkl\")))#the set used to make the average params\n",
    "coded = np.loadtxt(os.path.join(\"output\",\"LV3\",\"LV3RejectionResults.txt\"))\n",
    "passIdxs,failIdxs,allIdxs = getPassIdxs(coded)\n",
    "passParams = getEveryFirstNet(LV3passParams[:,passIdxs])\n",
    "passParams.shape"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a522fb53-689f-4d51-b4a3-ad45864c5ec0",
   "metadata": {},
   "source": [
    "## kurtosis"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 73,
   "id": "bd33e2a5-8ef3-4745-ad2f-5673dba37d90",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x360 with 15 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#t1 is the averaged networks that passed, but unaveraged\n",
    "#t2 is the averaged networks that failed, but unaveraged\n",
    "from scipy.stats import skew\n",
    "t1Kurts = [kurtosis(t1[i,:],bias=False) for i in range((t1.shape)[0])]\n",
    "t1Kurts = np.round(t1Kurts,2)\n",
    "t1Skews = [skew(t1[i,:]) for i in range((t1.shape)[0])]\n",
    "t1Skews = np.round(t1Skews,2)\n",
    "\n",
    "t2Kurts = [kurtosis(t2[i,:],bias=False) for i in range((t2.shape)[0])]\n",
    "t2Kurts = np.round(t2Kurts,2)\n",
    "t2Skews = [skew(t2[i,:]) for i in range((t2.shape)[0])]\n",
    "t2Skews = np.round(t2Skews,2)\n",
    "plotDistributions(t2,fullParamsList(),20,'Params from Nets that failed when Averaged  ',t2Kurts)\n",
    "plt.savefig('params from nets that failed when averaged')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 74,
   "id": "52d3e1d3-d8de-498a-b83e-b5226ec5e25c",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x360 with 15 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "t1Kurts = [kurtosis(t1[i,:],bias=True) for i in range((t1.shape)[0])]\n",
    "t1Kurts = np.round(t1Kurts,2)\n",
    "t1Skews = [skew(t1[i,:]) for i in range((t1.shape)[0])]\n",
    "t1Skews = np.round(t1Skews,2)\n",
    "\n",
    "plotDistributions(t1,fullParamsList(),20,' Params from Nets that passed when Averaged',t1Kurts)\n",
    "plt.savefig('params from nets that passed when averaged')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "id": "f43ce3b1-bec6-4eab-b277-858efd89d4c4",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x360 with 15 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plotDistributions(t1,fullParamsList(),20,' Params from Nets that passed when Averaged',t1Skews)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 75,
   "id": "13532553-ecd5-4d3c-bfe8-0f2fef43585b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x360 with 15 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plotDistributions(t2,fullParamsList(),20,' Params from Nets that failed when Averaged',t2Skews)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "id": "6cc5b14b-4058-4c2d-b18b-e149ad935caa",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Failing:\n",
      "Avg Kurt =          -1.079\n",
      "Avg Skew =           0.016\n",
      "\n",
      "Passing:\n",
      "Avg Kurt =          -1.101\n",
      "Avg Skew =           0.01333\n"
     ]
    }
   ],
   "source": [
    "AvgFailKurt = np.mean(t2Kurts)\n",
    "AvgPassKurt = np.mean(t1Kurts)\n",
    "AvgFailSkew = np.mean(t2Skews)\n",
    "AvgPassSkew = np.mean(t1Skews)\n",
    "print('Failing:\\nAvg Kurt = {0:>15.4}\\nAvg Skew = {1:>15.4}\\n\\nPassing:\\nAvg Kurt = {2:>15.4}\\nAvg Skew = {3:>17.4}'.format(AvgFailKurt,AvgFailSkew,AvgPassKurt,AvgPassSkew))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "id": "81affa15-6b18-44d6-a124-859af628a037",
   "metadata": {},
   "outputs": [],
   "source": [
    "DistMetricFail = abs(t2Kurts) + abs(t2Skews)\n",
    "DistMetricPass = abs(t1Kurts) + abs(t1Skews)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 62,
   "id": "6c3913f6-39ab-4fae-8bb2-d275ae10383e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([0.56, 1.34, 1.34, 1.14, 1.33, 1.18, 1.26, 1.22, 1.28, 1.41, 1.01,\n",
       "       1.21, 1.43, 1.22, 1.28])"
      ]
     },
     "execution_count": 62,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "DistMetricFail"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 63,
   "id": "a4bc4303-eef3-449a-aa12-cac2b3a71347",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "skew/kurt measurement for failing = 1.214000\n",
      "skew/kurt measurement for passing = 1.238000\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "Ttest_indResult(statistic=-0.4163469682084544, pvalue=0.6821901545922873)"
      ]
     },
     "execution_count": 63,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "print('skew/kurt measurement for failing = %.6f\\nskew/kurt measurement for passing = %.6f' %(np.mean(DistMetricFail),np.mean(DistMetricPass)))\n",
    "stats.ttest_ind(DistMetricFail, DistMetricPass, equal_var=False)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c1de53bb-6068-46d1-95db-7ad6a22a9f2d",
   "metadata": {},
   "source": [
    "## euclidean distance between LCs in a network"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 258,
   "id": "d9b61069-9afe-4a22-b833-bf50fdf80564",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "using LV3\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "(15, 650)"
      ]
     },
     "execution_count": 258,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "archivedPath = os.path.join(\"..\",\"CGResults\",\"fixed_Gsyn\",\"MedwithLV2\")\n",
    "# get a list of LC1-2 avg, LC3, and LC3-4 avg:\n",
    "LV3passParams = np.array(pd.read_pickle(os.path.join(archivedPath,\"LV3\",\"output\",\"passParamsRepeat.pkl\")))#the set used to make the average params\n",
    "coded = np.loadtxt(os.path.join(archivedPath,\"LV3\",\"output\",\"LV3RejectionResults.txt\"))\n",
    "passIdxs,failIdxs,allIdxs = getPassIdxs(coded,\"LV3\")\n",
    "LV3passParamsUnique = getEveryFirstNet(LV3passParams[:,passIdxs])\n",
    "LV3passParamsUnique.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 259,
   "id": "831882bf-1353-45fd-923e-1a12d4003c98",
   "metadata": {},
   "outputs": [],
   "source": [
    "Dist_12_3,Dist_45_3,Dist_1_2,Dist_4_5 = [],[],[],[]\n",
    "D13,D23,D43,D53 = [],[],[],[]\n",
    "for i in range(0,LV3passParamsUnique.shape[1],5):\n",
    "    #get the cells\n",
    "    LC1,LC2,LC3,LC4,LC5 = LV3passParamsUnique[:,i+0], LV3passParamsUnique[:,i+1],LV3passParamsUnique[:,i+2],LV3passParamsUnique[:,i+3],LV3passParamsUnique[:,i+4]\n",
    "    #standardize if desired\n",
    "    #LC1 = LC1/max(abs(LC1))\n",
    "    #LC2 = LC2/max(abs(LC2))\n",
    "    #LC3 = LC3/max(abs(LC3))\n",
    "    #LC4 = LC4/max(abs(LC4))\n",
    "    #LC5 = LC5/max(abs(LC5))\n",
    "    #calc the euclidean distance for this network:\n",
    "    Dist_1_3 = distance.euclidean(LC1,LC3)\n",
    "    Dist_2_3 = distance.euclidean(LC2,LC3)\n",
    "    D13.append(Dist_1_3)\n",
    "    D23.append(Dist_2_3)\n",
    "    #Dist_12_3.append((Dist_1_3 + Dist_2_3)/2)\n",
    "    Dist_12_3.append(distance.euclidean((LC1+LC2)/2,LC3))\n",
    "    \n",
    "    Dist_4_3 = distance.euclidean(LC4,LC3)\n",
    "    Dist_5_3 = distance.euclidean(LC5,LC3)\n",
    "    D43.append(Dist_4_3)\n",
    "    D53.append(Dist_5_3)\n",
    "    #Dist_45_3.append((Dist_4_3 + Dist_5_3)/2)\n",
    "    Dist_45_3.append(distance.euclidean((LC4+LC5)/2,LC3))\n",
    "    \n",
    "    Dist_1_2.append(distance.euclidean(LC1,LC2))\n",
    "    Dist_4_5.append(distance.euclidean(LC4,LC5))\n",
    "    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 260,
   "id": "acbd2f61-c938-4e7f-afc3-31f172b73bb3",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Dist_12_3 =   0.002445\n",
      "Dist_45_3 =   0.002392\n",
      "Dist_1_2 =    0.002998\n",
      "Dist_4_5 =    0.003106\n",
      "\n",
      "\n",
      "\n",
      "Dist_1_3 =    0.002953\n",
      "Dist_2_3 =    0.002770\n",
      "Dist_4_3 =    0.002827\n",
      "Dist_5_3 =    0.002870\n",
      "Dist_1_2 =    0.002998\n",
      "Dist_4_5 =    0.003106\n"
     ]
    }
   ],
   "source": [
    "print('Dist_12_3 = {0:>10.6f}\\nDist_45_3 = {1:>10.6f}\\nDist_1_2 = {2:>11.6f}\\nDist_4_5 = {3:>11.6f}'.format(np.mean(Dist_12_3),np.mean(Dist_45_3),np.mean(Dist_1_2),np.mean(Dist_4_5)))\n",
    "print('\\n\\n')\n",
    "print('Dist_1_3 = {0:>11.6f}\\nDist_2_3 = {1:>11.6f}\\nDist_4_3 = {2:>11.6f}\\nDist_5_3 = {3:>11.6f}\\nDist_1_2 = {4:>11.6f}\\nDist_4_5 = {5:>11.6f}'.format(np.mean(D13),np.mean(D23),np.mean(D43),np.mean(D53),np.mean(Dist_1_2),np.mean(Dist_4_5)))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 261,
   "id": "0ffddd83-e144-4e08-965d-86f081965a21",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "std LC12 and LC3 distance =  0.0010122708359060722\n",
      "std LC1 LC2 distance =  0.0012465834980741122\n",
      "p-value =  0.00011613083071558344\n"
     ]
    }
   ],
   "source": [
    "print('std LC12 and LC3 distance = ',np.std(Dist_12_3))\n",
    "print('std LC1 LC2 distance = ',np.std(Dist_1_2))\n",
    "print('p-value = ',stats.ttest_ind(Dist_12_3,Dist_1_2,equal_var=False)[1])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 262,
   "id": "b8aa6c0a-1e50-412b-8913-8928755b81e9",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "std LC45 and LC3 distance =  0.0010155844297957636\n",
      "std LC4 LC5 distance =  0.0011156260323262257\n",
      "p-value =  1.7075438484341165e-07\n"
     ]
    }
   ],
   "source": [
    "print('std LC45 and LC3 distance = ',np.std(Dist_45_3))\n",
    "print('std LC4 LC5 distance = ',np.std(Dist_4_5))\n",
    "print('p-value = ',stats.ttest_ind(Dist_45_3,Dist_4_5,equal_var=False)[1])\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 60,
   "id": "809aed9a-f51d-48a4-be00-f41b5d82aa5d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Ttest_indResult(statistic=3.3077496088384697, pvalue=0.0010099381096042024)"
      ]
     },
     "execution_count": 60,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "stats.ttest_ind(Dist_4_5,Dist_45_3,equal_var=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "f16ecbff-3b3e-49e9-9e63-e2569340bf31",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "average distance between LCs and LC3 is 0.001920\n",
      "Average distance between LCs coupled is 0.001863\n"
     ]
    }
   ],
   "source": [
    "Dist_X_3 = (np.mean(D13)+np.mean(D23)+np.mean(D43)+np.mean(D53))/4\n",
    "Dist_LC12_LC45 = (np.mean(Dist_1_2) + np.mean(Dist_4_5))/2\n",
    "print(\"average distance between LCs and LC3 is %.6f\\nAverage distance between LCs coupled is %.6f\" %(Dist_X_3,Dist_LC12_LC45))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 403,
   "id": "3a996fb4-2925-4869-9048-308df72534bb",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Ttest_indResult(statistic=1.034187799535715, pvalue=0.3594730024173741)"
      ]
     },
     "execution_count": 403,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "stats.ttest_ind(np.mean(np.concatenate([np.array(D13).reshape(-1,1),np.array(D23).reshape(-1,1),np.array(D43).reshape(-1,1),np.array(D53).reshape(-1,1)],axis=1),axis=0),np.mean(np.concatenate([np.array(Dist_1_2).reshape(-1,1),np.array(Dist_4_5).reshape(-1,1)],axis=1),axis=0))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e6843199-118d-47d8-895f-2b3cabd350c4",
   "metadata": {},
   "source": [
    "# frequency and network ID"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "66b87af5-22ec-4fcb-9dd7-3cf349227196",
   "metadata": {},
   "outputs": [],
   "source": [
    "coded = np.loadtxt(os.path.join(archivedPath1,\"LV3\",\"LV3RejectionResults.txt\"))\n",
    "SCfreqs = np.loadtxt(os.path.join(archivedPath1,\"LV3\",\"SCfreqs\"))\n",
    "[a,b] = coded.shape\n",
    "netPassI = np.array([1 if(np.all(coded[:,i:i+5]==1)) else 0 for i in range(0,b,5)])# mark 1 if all cells in a net passed#11200\n",
    "netPassIdxs = np.repeat(netPassI,5)#repeat so that each index is the same for all the cells in a single network, back to 56000\n",
    "#netPassIdxs = np.where(netPassIdxs==1)[0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "7e1886ce-bfb8-4593-979c-f240e074199e",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "id": "7ce344da-4f31-4243-a86c-3478d0f7e64b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(20160,)"
      ]
     },
     "execution_count": 30,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "netPassIdxs.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "id": "a6b0d9d1-c5b3-45ad-abf9-9a919476e267",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(3045,)"
      ]
     },
     "execution_count": 37,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "np.where(netPassIdxs==1)[0].shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "15f06da7-b723-40fd-abb8-190efe1a8592",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([[1., 1., 1., ..., 1., 1., 1.],\n",
       "       [1., 1., 1., ..., 1., 1., 1.],\n",
       "       [0., 0., 0., ..., 1., 1., 1.],\n",
       "       ...,\n",
       "       [1., 1., 1., ..., 1., 1., 1.],\n",
       "       [1., 1., 1., ..., 1., 1., 1.],\n",
       "       [1., 1., 1., ..., 1., 1., 1.]])"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "    passnetIDs,passnetIDXs = getpassingNetIDXs(coded)#\n",
    "    #get the frequencies at the passing network indicies\n",
    "    [a,b] = coded.shape\n",
    "    netPassI = np.array([1 if(np.all(coded[:,i:i+5]==1)) else 0 for i in range(0,b,5)])# mark 1 if all cells in a net passed#11200\n",
    "    netPassIdxs = np.repeat(netPassI,5)#repeat so that each index is the same for all the cells in a single network, back to 56000\n",
    "    netPassIdxs = np.where(netPassIdxs==1)[0]#find where in the array of 56000 passing+nonpassing where the whole network passes\n",
    "    freqsnonavgpassing = SCfreqs[netPassIdxs]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "b49f47c9-3e97-4a79-9080-f04a5f780cd2",
   "metadata": {},
   "outputs": [
    {
     "ename": "IndexError",
     "evalue": "index -1 is out of bounds for axis 0 with size 0",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mIndexError\u001b[0m                                Traceback (most recent call last)",
      "Input \u001b[1;32mIn [4]\u001b[0m, in \u001b[0;36m<cell line: 3>\u001b[1;34m()\u001b[0m\n\u001b[0;32m      1\u001b[0m coded \u001b[38;5;241m=\u001b[39m np\u001b[38;5;241m.\u001b[39mloadtxt(os\u001b[38;5;241m.\u001b[39mpath\u001b[38;5;241m.\u001b[39mjoin(archivedPath1,\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mLV3\u001b[39m\u001b[38;5;124m\"\u001b[39m,\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mLV3RejectionResults.txt\u001b[39m\u001b[38;5;124m\"\u001b[39m))\n\u001b[0;32m      2\u001b[0m SCfreqs \u001b[38;5;241m=\u001b[39m np\u001b[38;5;241m.\u001b[39mloadtxt(os\u001b[38;5;241m.\u001b[39mpath\u001b[38;5;241m.\u001b[39mjoin(archivedPath1,\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mLV3\u001b[39m\u001b[38;5;124m\"\u001b[39m,\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mSCfreqs\u001b[39m\u001b[38;5;124m\"\u001b[39m))\n\u001b[1;32m----> 3\u001b[0m mappedIDxs,freqsnonavgpassing \u001b[38;5;241m=\u001b[39m \u001b[43mgetRasterData\u001b[49m\u001b[43m(\u001b[49m\u001b[43mcoded\u001b[49m\u001b[43m,\u001b[49m\u001b[43mSCfreqs\u001b[49m\u001b[43m)\u001b[49m\u001b[38;5;66;03m#returns the network ids mapped from 0-#passing networks, and the SC frequencies at which the network id passed\u001b[39;00m\n\u001b[0;32m      4\u001b[0m counts, bins \u001b[38;5;241m=\u001b[39m np\u001b[38;5;241m.\u001b[39mhistogram(freqsnonavgpassing,bins\u001b[38;5;241m=\u001b[39mnp\u001b[38;5;241m.\u001b[39marange(\u001b[38;5;241m16\u001b[39m,\u001b[38;5;241m32\u001b[39m))\n\u001b[0;32m      5\u001b[0m plt\u001b[38;5;241m.\u001b[39mhist(freqsnonavgpassing,bins\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m50\u001b[39m, align\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mleft\u001b[39m\u001b[38;5;124m'\u001b[39m)\n",
      "File \u001b[1;32m~\\source\\repos\\CGProjectpub\\modules\\postAnalysis.py:73\u001b[0m, in \u001b[0;36mgetRasterData\u001b[1;34m(coded, SCfreqs)\u001b[0m\n\u001b[0;32m     70\u001b[0m freqsnonavgpassing \u001b[38;5;241m=\u001b[39m SCfreqs[netPassIdxs]\n\u001b[0;32m     72\u001b[0m \u001b[38;5;66;03m#change them to be indexed for the raster\u001b[39;00m\n\u001b[1;32m---> 73\u001b[0m mappedIDxs,IDxs \u001b[38;5;241m=\u001b[39m \u001b[43mmapping\u001b[49m\u001b[43m(\u001b[49m\u001b[43mpassnetIDXs\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m     74\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m mappedIDxs,freqsnonavgpassing\n",
      "File \u001b[1;32m~\\source\\repos\\CGProjectpub\\modules\\postAnalysis.py:103\u001b[0m, in \u001b[0;36mmapping\u001b[1;34m(passnetIDXs)\u001b[0m\n\u001b[0;32m    101\u001b[0m         j\u001b[38;5;241m+\u001b[39m\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m1\u001b[39m\n\u001b[0;32m    102\u001b[0m mappedIdxs \u001b[38;5;241m=\u001b[39m mappedIdxs[\u001b[38;5;241m1\u001b[39m:]\u001b[38;5;66;03m#remove the first item since it is just to get the array started\u001b[39;00m\n\u001b[1;32m--> 103\u001b[0m mappedIdxs \u001b[38;5;241m=\u001b[39m np\u001b[38;5;241m.\u001b[39mappend(mappedIdxs,\u001b[43mmappedIdxs\u001b[49m\u001b[43m[\u001b[49m\u001b[38;5;28;43mlen\u001b[39;49m\u001b[43m(\u001b[49m\u001b[43mmappedIdxs\u001b[49m\u001b[43m)\u001b[49m\u001b[38;5;241;43m-\u001b[39;49m\u001b[38;5;241;43m1\u001b[39;49m\u001b[43m]\u001b[49m)\u001b[38;5;66;03m#repeat the last item since we have to stop early\u001b[39;00m\n\u001b[0;32m    104\u001b[0m IDxs\u001b[38;5;241m.\u001b[39mappend(IDxs[\u001b[38;5;28mlen\u001b[39m(IDxs)\u001b[38;5;241m-\u001b[39m\u001b[38;5;241m1\u001b[39m])\n\u001b[0;32m    105\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m mappedIdxs,IDxs\n",
      "\u001b[1;31mIndexError\u001b[0m: index -1 is out of bounds for axis 0 with size 0"
     ]
    }
   ],
   "source": [
    "coded = np.loadtxt(os.path.join(archivedPath1,\"LV3\",\"LV3RejectionResults.txt\"))\n",
    "SCfreqs = np.loadtxt(os.path.join(archivedPath1,\"LV3\",\"SCfreqs\"))\n",
    "mappedIDxs,freqsnonavgpassing = getRasterData(coded,SCfreqs)#returns the network ids mapped from 0-#passing networks, and the SC frequencies at which the network id passed\n",
    "counts, bins = np.histogram(freqsnonavgpassing,bins=np.arange(16,32))\n",
    "plt.hist(freqsnonavgpassing,bins=50, align='left')\n",
    "plt.xticks(np.arange(16,32),np.arange(16,32))\n",
    "plt.title('non average passing')\n",
    "plt.savefig('non average passing')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 65,
   "id": "ab3c1969-30fd-478f-ab62-e88eb033a23f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "coded = np.loadtxt(os.path.join(\"output\",\"LV3\",\"Avg\",\"LV3RejectionResults.txt\"))\n",
    "SCfreqs = np.loadtxt(os.path.join(\"output\",\"LV3\",\"Avg\",\"SCfreqs\"))\n",
    "mappedIDxs,freqsAVGpassing = getRasterData(coded,SCfreqs)#returns the network ids mapped from 0-#passing networks, and the SC frequencies at which the network id passed\n",
    "\n",
    "counts, bins = np.histogram(freqsAVGpassing,bins=np.arange(16,32))\n",
    "plt.hist(freqsAVGpassing,bins=50, align='left')\n",
    "plt.xticks(np.arange(16,32),np.arange(16,32))\n",
    "plt.title('average passing')\n",
    "plt.savefig('average passing')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 67,
   "id": "42f75a35-34ea-41f0-a889-8ec993a9e3a1",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "3120"
      ]
     },
     "execution_count": 67,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(freqsAVGpassing)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 68,
   "id": "8f946c29-58a3-4877-a651-ea27d6440750",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "3865"
      ]
     },
     "execution_count": 68,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(freqsnonavgpassing)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 211,
   "id": "3748763a-dcd7-4116-8c90-f6071ace9d34",
   "metadata": {},
   "outputs": [],
   "source": [
    "a1 = np.where(freqsAVGpassing >18 )[0] \n",
    "a2 = np.where(freqsAVGpassing < 21)[0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 212,
   "id": "cc14a75c-4f0b-4510-8975-9ae497edbe62",
   "metadata": {},
   "outputs": [],
   "source": [
    "a1Ina2 = [1 if a1[i] in a2 else 0 for i in range(len(a1))]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 213,
   "id": "a2209564-1d97-4a2f-bae4-37d88570c340",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "2780"
      ]
     },
     "execution_count": 213,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "a1Ina2.count(1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 124,
   "id": "f84087ac-4ce4-444f-899f-806472ed4193",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "4955 averaged parameter sets including repetitions passed\n",
      "4815 nonaveraged parameter sets including repetitions passed\n"
     ]
    }
   ],
   "source": [
    "print('%d averaged parameter sets including repetitions passed\\n%d nonaveraged parameter sets including repetitions passed' %(freqsAVGpassing.shape[0],freqsnonavgpassing.shape[0]))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 193,
   "id": "c85dfc4d-9c39-4cd2-aef1-24473dd84b3a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(5145,)"
      ]
     },
     "execution_count": 193,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "freqsAVGpassing.shape"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "fbeec6a6-6daf-46a0-ba84-013bf3196f86",
   "metadata": {},
   "source": [
    "### raster plot of frequencies that cells pass"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 69,
   "id": "61e4bfb6-9d01-4910-b340-375f17e4aea6",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "file saved as cellIdsfreq.png\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 2160x432 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "coded = np.loadtxt(os.path.join(\"output\",\"LV3\",\"LV3RejectionResults.txt\"))\n",
    "SCfreqsnonavg = np.loadtxt(os.path.join(\"output\",\"LV3\",\"SCfreqs\"))\n",
    "mappedIDxs,freqsnonavgpassing = getRasterData(coded,SCfreqsnonavg)\n",
    "plotRaster(mappedIDxs,freqsnonavgpassing)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "27dc5dd2-f7b4-4a13-92c2-7c59bcc30045",
   "metadata": {},
   "source": [
    "## find and plot the network in the original data from the network id in the raster"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "cb804d60-1c78-4859-bca7-af2ad885592b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "-1"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "coded = np.loadtxt(os.path.join(archivedPath,\"output\",\"LV3\",\"LV3RejectionResults.txt\"))\n",
    "passnetIDs,passnetIDXs = getpassingNetIDXs(coded)\n",
    "mappedIDxs,IDxs = mapping(passnetIDXs)\n",
    "unMap(mappedIDxs,IDxs,passnetIDs,9)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 244,
   "id": "dd572e20-7152-4e21-b511-91a53c2ecfb1",
   "metadata": {},
   "outputs": [],
   "source": [
    "Trials = LV2Params.shape[1]\n",
    "LVL = 'LV3'\n",
    "seed = 222\n",
    "SCfreqs = []\n",
    "bufferSize = 50\n",
    "np.random.seed(int(seed))\n",
    "for j in range(0,int(Trials/16/5)):\n",
    "    for i in range(0,16):\n",
    "        SCfreqs.append(np.random.uniform(15.5+i,16.5+i))\n",
    "if LVL == 'LV3':\n",
    "    SCfreqs = np.repeat(SCfreqs,5)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 238,
   "id": "949c4563-9f2d-4c99-8a62-3b65d772a318",
   "metadata": {},
   "outputs": [],
   "source": [
    "All = []\n",
    "for j in range(0,int(Trials/16)):\n",
    "    for i in range(0,16):\n",
    "        freq = SCfreqs[(j*16)+i]*0.6\n",
    "        spikeNo = math.ceil(freq*.300)#the frequency for the 300 ms beginning\n",
    "        firstPart = np.linspace(300,600,spikeNo)\n",
    "\n",
    "        freq = SCfreqs[(j*16)+i]*0.9\n",
    "        spikeNo = math.ceil(freq*0.600)#the freq for the 600 ms middle\n",
    "        secondPart = np.linspace(600,1200,spikeNo)\n",
    "        secondSpace = math.floor(secondPart[3] - secondPart[2])#we want the first event of the middle of the burst to be the same distance from the last spike of the first time..\n",
    "        secondPart = np.linspace(firstPart[len(firstPart)-1]+secondSpace ,1200,spikeNo)#..so the spikes remain relatively even\n",
    "\n",
    "        freq = SCfreqs[(j*16)+i]*0.4\n",
    "        spikeNo = math.ceil(freq*.100)#freq for the 100 ms end \n",
    "        thirdPart = np.linspace(1200,1300,spikeNo)\n",
    "        thirdSpace = math.floor(secondPart[len(secondPart)-1] - secondPart[len(secondPart)-2])\n",
    "        thirdPart = np.linspace(secondPart[len(secondPart)-1] + thirdSpace,1200,spikeNo)\n",
    "        \n",
    "\n",
    "        args = [firstPart,secondPart,thirdPart,np.zeros((bufferSize-(len(firstPart)+ len(secondPart) + len(thirdPart))))]\n",
    "        All.append(np.concatenate(args,axis=0))\n",
    "\n",
    "All = np.array(All,dtype=object)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "ca97c7f7-9baa-456f-9802-17ceaf806015",
   "metadata": {},
   "outputs": [],
   "source": [
    "VsomaControl = np.array(pd.read_pickle(r\"C:\\Users\\ddopp\\source\\repos\\CGresults\\notAVG\\output\\LV3\\VsomaControl.pkl\")).T\n",
    "VsomaTEA = np.array(pd.read_pickle(r\"C:\\Users\\ddopp\\source\\repos\\CGresults\\notAVG\\output\\LV3\\VsomaTEA.pkl\")).T"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 156,
   "id": "427c2e42-80a8-4a76-8cc3-45a5f6d8bfdb",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1800x288 with 5 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "\n",
    "plotNet(VsomaControl,neworkID,16)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 153,
   "id": "1d80d18d-b94e-487b-8f7d-13a95a2d7e2e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 720x360 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plotFailCrit(coded[:,neworkID*80+10:neworkID*80+15],LV3CritList())\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 174,
   "id": "80b3ed87-1934-4963-82c2-bf93ab5bb023",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x360 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "rejectionResults = np.loadtxt(os.path.join(\"output\",\"LV3\",\"LV3RejectionResults.txt\"))\n",
    "plotFailCrit(rejectionResults,LV3CritList())\n",
    "plt.savefig('rejection criteria LV3')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "63e26a72-2824-4c87-9cbb-40586496e16d",
   "metadata": {},
   "source": [
    "### development"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 67,
   "id": "a9e0c715-9d65-4590-a1e1-8de459c07eda",
   "metadata": {},
   "outputs": [],
   "source": [
    "#plot boxplots of all parameters of interest for passing or nonpassing cells"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 91,
   "id": "3567f99a-78c4-49e9-ba7f-fa85a23b33e0",
   "metadata": {},
   "outputs": [],
   "source": [
    "def getStats(paramsDF,failCriteriaRaw,failCriteriacoded,passing):#unused\n",
    "    \n",
    "    [a,b] = failCriteriacoded.shape\n",
    "    if passing == 'passing':\n",
    "        IDXs = np.where(failCriteriacoded[a-1,:]==1)[0]\n",
    "    elif passing == 'low':\n",
    "        IDXs = np.where(failCriteriacoded[a-1,:]<1)[0]\n",
    "    elif passing == 'high':\n",
    "        IDXs = np.where(failCriteriacoded[a-1,:] > 1)[0]\n",
    "    \n",
    "    selected_df = pd.DataFrame([paramsDF[key][IDXs] for key in paramsDF]).T\n",
    "        "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 92,
   "id": "bf722a70-a7df-45e5-bb08-0f785ab441e3",
   "metadata": {},
   "outputs": [],
   "source": [
    "def summaryStats(selecteddf,pair):   \n",
    "    \n",
    "    AVG = np.mean(selecteddf[pair[0]])\n",
    "    STD = np.std(selecteddf[pair[0]])\n",
    "    #Skew = stats.skew(selecteddf)\n",
    "   # Kurt = stats.kurtosis(selecteddf, fisher=True)\n",
    "    retDict = {'parameter' : pair[0],\n",
    "               'rCriteria': pair[1],\n",
    "               'AVG' : AVG,\n",
    "               'STD': STD,\n",
    "               #'Skew' : Skew,\n",
    "               #'Kurt' : Kurt\n",
    "              }\n",
    "    return retDict"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 93,
   "id": "504090f8-433a-4492-a2a7-b7cbcbcfc954",
   "metadata": {},
   "outputs": [],
   "source": [
    "def tTest(passDf,failDf,pair):\n",
    "    eqVar = True\n",
    "    if abs(np.std(passDf[pair[0]]) - np.std(passDf[pair[1]]) ) < abs(np.std(passDf[pair[0]]))/ 2:\n",
    "        eqVar = False\n",
    "    return stats.ttest_ind(passDf[pair[0]], failDf[pair[0]], equal_var=eqVar)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 122,
   "id": "8b0370ae-9c44-4a55-b15e-199f83334e50",
   "metadata": {},
   "outputs": [],
   "source": [
    "def makestatsDict(paramsDF,failCriteriacoded,pairList,passing):\n",
    "    \n",
    "    allStats = []\n",
    "    for i in range(len(pairList)):\n",
    "        passIDXs = failCriteriacoded[pairList[i][1]] == 1\n",
    "        lowIDXs = failCriteriacoded[pairList[i][1]] < 1\n",
    "        highIDXs = failCriteriacoded[pairList[i][1]] > 1\n",
    "\n",
    "        passdf = pd.DataFrame([paramsDF[key][passIDXs] for key in paramsDF]).T\n",
    "        lowdf = pd.DataFrame([paramsDF[key][lowIDXs] for key in paramsDF]).T\n",
    "        highdf = pd.DataFrame([paramsDF[key][highIDXs] for key in paramsDF]).T\n",
    "        \n",
    "\n",
    "        if passing == 'passing':\n",
    "            statsDict = summaryStats(passdf,pairList[i])\n",
    "            lowtest = tTest(passdf,lowdf,pairList[i])\n",
    "            hightest = tTest(passdf,highdf,pairList[i])\n",
    "            statsDict.update({'fail low p-value':lowtest[1]})\n",
    "            statsDict.update({'fail high p-value': hightest[1]})\n",
    "        elif passing == 'low':\n",
    "            statsDict = summaryStats(lowdf,pairList[i])\n",
    "        elif passing == 'high':\n",
    "            statsDict = summaryStats(highdf,pairList[i])\n",
    "        allStats.append(statsDict)\n",
    "    allStats = pd.DataFrame(allStats)\n",
    "    return allStats"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 154,
   "id": "ffeb67ea-ef6a-4491-a5d8-a257a5760a6e",
   "metadata": {},
   "outputs": [],
   "source": [
    "\n",
    "rejectionResultsRaw = np.loadtxt(os.path.join(\"output\",\"LV3\",\"LV3RejectionRaw.txt\"))\n",
    "rejectionResults = np.loadtxt(os.path.join(\"output\",\"LV3\",\"LV3RejectionResults.txt\"))\n",
    "params = np.array(pd.read_pickle(os.path.join(\"output\",\"LV3\",\"passParamsRepeat\"  + \".pkl\")))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 164,
   "id": "14112fa4-3a7d-4f0e-af20-c042d96bd4fa",
   "metadata": {},
   "outputs": [],
   "source": [
    "paramsDF = pd.DataFrame(np.vstack((params,rejectionResultsRaw)).T,columns = fullParamsList() + LV3CritList())\n",
    "#concat params with rejection results data, and make a df with the columns as variables\n",
    "passIdxs,failIdxs,allIdxs = getPassIdxs(rejectionResults)\n",
    "passParams = getEveryFirstNet(LV3passParams[:,passIdxs])\n",
    "# get only the passing parameters into a dataframe keeping columns as variables\n",
    "passParamsDF = pd.DataFrame([paramsDF[key][passIdxs] for key in paramsDF]).T\n",
    "flParamsDF = pd.DataFrame([paramsDF[key][failIdxs] for key in paramsDF]).T"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 96,
   "id": "9a0a5fa3-8fdf-4ae2-a47a-240463f86674",
   "metadata": {},
   "outputs": [],
   "source": [
    "# get the df with pass or fail idxs, get a list of the pass pairs and for each pair, get sum stats. print(this is the mean for passpair 0  that passed)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 165,
   "id": "cafc31cb-e371-4fef-9d5e-00260841e303",
   "metadata": {},
   "outputs": [],
   "source": [
    "#get a df of the correlogram but with only the correlations between intrinsic parameters and rejection criteria that are above 0.2\n",
    "dfCorr = passParamsDF.corr(method='pearson')\n",
    "maskedDFCorr = np.array(dfCorr)\n",
    "mask = (abs(dfCorr) > 0.1) & (abs(dfCorr < 1))\n",
    "mask = np.array(mask)\n",
    "for i in range(len(mask)):\n",
    "    for j in range(len(mask)):\n",
    "        if (i < len(fullParamsList())) & (j <len(fullParamsList())):\n",
    "            maskedDFCorr[i][j] = np.nan\n",
    "\n",
    "maskedDFCorr = pd.DataFrame(maskedDFCorr)\n",
    "maskedDFCorr = maskedDFCorr[pd.DataFrame(mask)]\n",
    "maskedDFCorr.columns = fullParamsList() + LV3CritList()\n",
    "maskedDFCorr.index = fullParamsList() + LV3CritList()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 166,
   "id": "b608e7c1-f8b6-4b72-8faa-de35dbabdc00",
   "metadata": {},
   "outputs": [],
   "source": [
    "#get a list of the pairs of parameters and rejection criteria that are above 0.2\n",
    "passpairs = []\n",
    "for param1 in maskedDFCorr:\n",
    "    for i in range(len(maskedDFCorr[param1])):\n",
    "        if not np.isnan(maskedDFCorr[param1][i]):\n",
    "            passpairs.append((param1,(maskedDFCorr.keys())[i]))\n",
    "passpairs = list(set(passpairs))\n",
    "pairList = []\n",
    "for pair in passpairs:\n",
    "    if pair[0] in fullParamsList():       \n",
    "        pairList.append(pair)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 167,
   "id": "c1271ddd-27ec-4328-b9a6-0da3e39336ca",
   "metadata": {},
   "outputs": [],
   "source": [
    "failCriteriacoded = pd.DataFrame(rejectionResults).T\n",
    "failCriteriacoded.columns = LV3CritList()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 168,
   "id": "f12a96ac-dfbe-4dd7-8197-6e22801d86c8",
   "metadata": {},
   "outputs": [],
   "source": [
    "lowDict = makestatsDict(paramsDF,failCriteriacoded,pairList,'low')\n",
    "passDict = makestatsDict(paramsDF,failCriteriacoded,pairList,'passing')\n",
    "highDict = makestatsDict(paramsDF,failCriteriacoded,pairList,'high')\n",
    "passDict.columns = ['parameter','rCriteria','AVG_passing','STD_passing','fail low p-value','fail high p-value']\n",
    "lowDict.columns = ['parameter','rCriteria','AVG_Low','STD_Low']\n",
    "highDict.columns = ['parameter','rCriteria','AVG_High','STD_High']\n",
    "allDF = pd.merge(passDict,lowDict)\n",
    "allDF = pd.merge(allDF,highDict)\n",
    "allDF = allDF[['parameter','rCriteria','AVG_passing','STD_passing','AVG_Low','STD_Low','AVG_High','STD_High','fail low p-value','fail high p-value']]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 169,
   "id": "92591606-82f0-408c-a4c7-02e1ffeac5c2",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>parameter</th>\n",
       "      <th>rCriteria</th>\n",
       "      <th>AVG_passing</th>\n",
       "      <th>STD_passing</th>\n",
       "      <th>AVG_Low</th>\n",
       "      <th>STD_Low</th>\n",
       "      <th>AVG_High</th>\n",
       "      <th>STD_High</th>\n",
       "      <th>fail low p-value</th>\n",
       "      <th>fail high p-value</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>soma_leak</td>\n",
       "      <td>AUC_TEA</td>\n",
       "      <td>0.000230</td>\n",
       "      <td>0.000093</td>\n",
       "      <td>0.000250</td>\n",
       "      <td>0.000100</td>\n",
       "      <td>0.000091</td>\n",
       "      <td>8.782207e-06</td>\n",
       "      <td>3.067343e-14</td>\n",
       "      <td>2.259020e-05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>soma_leak</td>\n",
       "      <td>Synchrony</td>\n",
       "      <td>0.000234</td>\n",
       "      <td>0.000093</td>\n",
       "      <td>0.000144</td>\n",
       "      <td>0.000066</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6.242721e-231</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>neurite_leak</td>\n",
       "      <td>AUC_Control</td>\n",
       "      <td>0.000190</td>\n",
       "      <td>0.000082</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.000146</td>\n",
       "      <td>7.473124e-05</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.032361e-101</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>soma_skkca</td>\n",
       "      <td>AUC_TEA</td>\n",
       "      <td>0.001429</td>\n",
       "      <td>0.000320</td>\n",
       "      <td>0.001494</td>\n",
       "      <td>0.000330</td>\n",
       "      <td>0.001324</td>\n",
       "      <td>2.380062e-04</td>\n",
       "      <td>1.201955e-13</td>\n",
       "      <td>3.540920e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>soma_leak</td>\n",
       "      <td>AUC_Control</td>\n",
       "      <td>0.000238</td>\n",
       "      <td>0.000091</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.000118</td>\n",
       "      <td>4.642737e-05</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.000000e+00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>soma_leak</td>\n",
       "      <td>Synchrony_TEA</td>\n",
       "      <td>0.000228</td>\n",
       "      <td>0.000093</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.000318</td>\n",
       "      <td>5.937218e-05</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.858927e-180</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>soma_cal</td>\n",
       "      <td>AUC_TEA</td>\n",
       "      <td>0.000097</td>\n",
       "      <td>0.000018</td>\n",
       "      <td>0.000102</td>\n",
       "      <td>0.000019</td>\n",
       "      <td>0.000068</td>\n",
       "      <td>5.250477e-07</td>\n",
       "      <td>2.130853e-25</td>\n",
       "      <td>8.872969e-06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>soma_leak</td>\n",
       "      <td>Peaks_Control</td>\n",
       "      <td>0.000231</td>\n",
       "      <td>0.000094</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>soma_nap2</td>\n",
       "      <td>Peaks_TEA</td>\n",
       "      <td>0.000233</td>\n",
       "      <td>0.000071</td>\n",
       "      <td>0.000132</td>\n",
       "      <td>0.000056</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5.277541e-22</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>neurite_leak</td>\n",
       "      <td>AUC_TEA</td>\n",
       "      <td>0.000185</td>\n",
       "      <td>0.000082</td>\n",
       "      <td>0.000236</td>\n",
       "      <td>0.000077</td>\n",
       "      <td>0.000089</td>\n",
       "      <td>3.606051e-05</td>\n",
       "      <td>2.847716e-111</td>\n",
       "      <td>8.913501e-04</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>neurite_leak</td>\n",
       "      <td>SPB_TEA</td>\n",
       "      <td>0.000183</td>\n",
       "      <td>0.000083</td>\n",
       "      <td>0.000188</td>\n",
       "      <td>0.000082</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.246979e-05</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>neurite_bkkca</td>\n",
       "      <td>Peaks_Control</td>\n",
       "      <td>0.003407</td>\n",
       "      <td>0.001496</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>neurite_nap2</td>\n",
       "      <td>Peaks_Control</td>\n",
       "      <td>0.000242</td>\n",
       "      <td>0.000067</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>soma_leak</td>\n",
       "      <td>Peaks_TEA</td>\n",
       "      <td>0.000231</td>\n",
       "      <td>0.000094</td>\n",
       "      <td>0.000320</td>\n",
       "      <td>0.000040</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.004592e-10</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>neurite_nap2</td>\n",
       "      <td>AUC_Control</td>\n",
       "      <td>0.000244</td>\n",
       "      <td>0.000066</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.000221</td>\n",
       "      <td>7.160578e-05</td>\n",
       "      <td>NaN</td>\n",
       "      <td>7.809727e-41</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "        parameter      rCriteria  AVG_passing  STD_passing   AVG_Low  \\\n",
       "0       soma_leak        AUC_TEA     0.000230     0.000093  0.000250   \n",
       "1       soma_leak      Synchrony     0.000234     0.000093  0.000144   \n",
       "2    neurite_leak    AUC_Control     0.000190     0.000082       NaN   \n",
       "3      soma_skkca        AUC_TEA     0.001429     0.000320  0.001494   \n",
       "4       soma_leak    AUC_Control     0.000238     0.000091       NaN   \n",
       "5       soma_leak  Synchrony_TEA     0.000228     0.000093       NaN   \n",
       "6        soma_cal        AUC_TEA     0.000097     0.000018  0.000102   \n",
       "7       soma_leak  Peaks_Control     0.000231     0.000094       NaN   \n",
       "8       soma_nap2      Peaks_TEA     0.000233     0.000071  0.000132   \n",
       "9    neurite_leak        AUC_TEA     0.000185     0.000082  0.000236   \n",
       "10   neurite_leak        SPB_TEA     0.000183     0.000083  0.000188   \n",
       "11  neurite_bkkca  Peaks_Control     0.003407     0.001496       NaN   \n",
       "12   neurite_nap2  Peaks_Control     0.000242     0.000067       NaN   \n",
       "13      soma_leak      Peaks_TEA     0.000231     0.000094  0.000320   \n",
       "14   neurite_nap2    AUC_Control     0.000244     0.000066       NaN   \n",
       "\n",
       "     STD_Low  AVG_High      STD_High  fail low p-value  fail high p-value  \n",
       "0   0.000100  0.000091  8.782207e-06      3.067343e-14       2.259020e-05  \n",
       "1   0.000066       NaN           NaN     6.242721e-231                NaN  \n",
       "2        NaN  0.000146  7.473124e-05               NaN      1.032361e-101  \n",
       "3   0.000330  0.001324  2.380062e-04      1.201955e-13       3.540920e-01  \n",
       "4        NaN  0.000118  4.642737e-05               NaN       0.000000e+00  \n",
       "5        NaN  0.000318  5.937218e-05               NaN      1.858927e-180  \n",
       "6   0.000019  0.000068  5.250477e-07      2.130853e-25       8.872969e-06  \n",
       "7        NaN       NaN           NaN               NaN                NaN  \n",
       "8   0.000056       NaN           NaN      5.277541e-22                NaN  \n",
       "9   0.000077  0.000089  3.606051e-05     2.847716e-111       8.913501e-04  \n",
       "10  0.000082       NaN           NaN      1.246979e-05                NaN  \n",
       "11       NaN       NaN           NaN               NaN                NaN  \n",
       "12       NaN       NaN           NaN               NaN                NaN  \n",
       "13  0.000040       NaN           NaN      1.004592e-10                NaN  \n",
       "14       NaN  0.000221  7.160578e-05               NaN       7.809727e-41  "
      ]
     },
     "execution_count": 169,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "allDF"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "08b2d200-23b1-4bf5-89f8-f94457d9c205",
   "metadata": {},
   "outputs": [],
   "source": [
    "allDF.to_csv('rejectionStatsAVG.csv')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "878fcae5-4e0b-4938-bd8f-400d4017d1be",
   "metadata": {},
   "source": [
    "# plot passing network SIZ and Isyn under the Voltage trace. And event times"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "c2d39166-0d86-4795-9e82-5bfa31c98d3b",
   "metadata": {},
   "outputs": [],
   "source": [
    "LV3SIZ = np.array(pd.read_pickle(os.path.join(\"output\",\"LV3\",\"VSIZControl.pkl\")))\n",
    "LV3SIZ.shape\n",
    "LV3ISYN = np.array(pd.read_pickle(os.path.join(\"output\",\"LV3\",\"ISYNControl.pkl\")))\n",
    "LV3Soma = np.array(pd.read_pickle(os.path.join(\"output\",\"LV3\",\"VSomaControl.pkl\")))\n",
    "ET = np.array(pd.read_pickle(os.path.join(\"output\",\"LV3\",\"EventTimesControl.pkl\")))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "b8b2513f-7929-4d80-a034-206fe09e0103",
   "metadata": {},
   "outputs": [],
   "source": [
    "times = np.linspace(0,2550,LV3SIZ.shape[1])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "bde52889-9094-4723-b4a6-1e0c02e09bb6",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(80, 25)"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ET.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "8802e0c6-980c-40b3-bbbe-53ad03e2e7d2",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x360 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "cellNum = 1\n",
    "freqNo = 18\n",
    "IDX = (freqNo-16)*5 +cellNum\n",
    "\n",
    "\n",
    "fig,axs = plt.subplots(4,figsize=(10,5),sharex=True,sharey=True, subplot_kw=dict(frameon=False))\n",
    "axs[0].plot(times,LV3Soma[IDX,:],label='Vsoma')\n",
    "axs[0].set_xticks([])\n",
    "axs[0].set_yticks([])\n",
    "axs[0].set_ylim([-52,-20])\n",
    "axs[0].set_position([0,1,1,0.3])\n",
    "axs[0].legend(loc='lower right')\n",
    "axs[0].set_ylabel('mV')\n",
    "\n",
    "axs[1].plot(times,LV3SIZ[IDX,:],label='VSIZ',color='r')\n",
    "axs[1].set_ylim([-55,20])\n",
    "axs[1].set_position([0,0.78,1,0.3])\n",
    "axs[1].legend(loc='right')\n",
    "axs[1].set_ylabel('mV')\n",
    "\n",
    "axs[2].plot(times,LV3ISYN[IDX,:],label='ISyn',color='g')\n",
    "axs[2].set_position([0,0.58,1,0.3])\n",
    "axs[2].legend(loc='right')\n",
    "axs[2].set_ylabel('nA')\n",
    "\n",
    "axs[3].vlines((ET[IDX,:]/.2).T,ymin=-50,ymax=-20,label='event times',color='brown')\n",
    "axs[3].set_position([0,0.6,1,0.3])\n",
    "axs[3].legend(loc='lower right')\n",
    "plt.savefig('traces.png',dpi=500,facecolor='w',bbox_inches='tight')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "id": "cbddcac5-e54f-40a8-83c2-954b2ecd08e0",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 576x360 with 4 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "cellNum = 1\n",
    "freqNo = 18\n",
    "IDX = (freqNo-16)*5 +cellNum\n",
    "ETIDX = freqNo-16\n",
    "\n",
    "fig,axs = plt.subplots(4,figsize=(8,5),sharex=True, subplot_kw=dict(frameon=False))\n",
    "axs[0].plot(times,LV3Soma[IDX,:],label='Vsoma')\n",
    "axs[0].set_xticks(list(np.arange(0,2550,200)))\n",
    "axs[0].set_yticks([-50,-30])\n",
    "axs[0].set_ylim([-52,-20])\n",
    "axs[0].set_position([0,1,1,0.3])\n",
    "axs[0].legend(loc='lower right')\n",
    "axs[0].set_ylabel('mV')\n",
    "\n",
    "axs[1].plot(times,LV3SIZ[IDX,:],label='VSIZ',color='r')\n",
    "axs[1].set_ylim([-55,20])\n",
    "axs[1].set_position([0,0.65,1,0.3])\n",
    "axs[1].set_yticks([-40,0])\n",
    "axs[1].legend(loc='lower right')\n",
    "axs[1].set_ylabel('mV')\n",
    "\n",
    "axs[2].plot(times,LV3ISYN[IDX,:],label='ISyn',color='g')\n",
    "axs[2].set_position([0,0.40,1,0.3])\n",
    "axs[2].set_yticks([-5,5])\n",
    "axs[2].legend(loc='right')\n",
    "axs[2].set_ylabel('nA')\n",
    "\n",
    "axs[3].vlines((ET[IDX,:]).T,ymin=0,ymax=1,label='event times',color='brown')\n",
    "axs[3].set_ylim([0,1])\n",
    "axs[3].set_position([0,0.1,1,0.3])\n",
    "axs[3].set_yticks([])\n",
    "axs[3].legend(loc='right')\n",
    "\n",
    "plt.savefig('traces.png',dpi=500,facecolor='w',bbox_inches='tight')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "63c4aecb-436f-44bf-8cde-b1707288e6ed",
   "metadata": {},
   "source": [
    "# find the synaptic conductances that give passing networks:"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "50b9d82f-ef1a-4843-91b9-bc0df8e47749",
   "metadata": {},
   "source": [
    "## LV2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "id": "aca37f72-aa96-4a1d-86b7-d2de7baba591",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "using LV2\n",
      "using LV2\n",
      "using LV2\n"
     ]
    }
   ],
   "source": [
    "archivedPathLow = os.path.join(\"..\",\"CGresults\",\"fixed_Gsyn\",\"Low\")\n",
    "archivedPathMed = os.path.join(\"..\",\"CGresults\",\"fixed_Gsyn\",\"Med\")\n",
    "archivedPathHigh = os.path.join(\"..\",\"CGresults\",\"fixed_Gsyn\",\"High\")\n",
    "#C:\\Users\\ddopp\\source\\repos\\CGresults\\fixed_Gsyn\\Low\\LV3\n",
    "#archivedPath  = \"output\"\n",
    "LV2ParamsLow =  np.array(pd.read_pickle(os.path.join(archivedPathLow,\"LV2\",\"passParamsRepeatControl.pkl\")))\n",
    "LV2ParamsMed = np.array(pd.read_pickle(os.path.join(archivedPathMed,\"LV2\",\"passParamsRepeatControl.pkl\")))\n",
    "LV2ParamsHigh = np.array(pd.read_pickle(os.path.join(archivedPathHigh,\"LV2\",\"passParamsRepeatControl.pkl\")))\n",
    "\n",
    "LV2codedLow = np.loadtxt(os.path.join(archivedPathLow,\"LV2\",\"LV2RejectionResults.txt\"))\n",
    "LV2codedMed = np.loadtxt(os.path.join(archivedPathMed,\"LV2\",\"LV2RejectionResults.txt\"))\n",
    "LV2codedHigh = np.loadtxt(os.path.join(archivedPathHigh,\"LV2\",\"LV2RejectionResults.txt\"))\n",
    "\n",
    "LV2passIdxsLow,LV2failIdxsLow,LV2allIdxsLow = getPassIdxs(LV2codedLow,'LV2')#indices of each cell that passed including repeats at different freqs, same for fail, 1 marked at all 16 freqs at which a cell passed\n",
    "LV2passIdxsMed,LV2failIdxsMed,LV2allIdxsMed = getPassIdxs(LV2codedMed,'LV2')\n",
    "LV2passIdxsHigh,LV2failIdxsHigh,LV2allIdxsHigh = getPassIdxs(LV2codedHigh,'LV2')\n",
    "\n",
    "\n",
    "paramsLV2PassingLow = LV2ParamsLow[:,LV2passIdxsLow]\n",
    "paramsLV2PassingMed = LV2ParamsMed[:,LV2passIdxsMed]\n",
    "paramsLV2PassingHigh = LV2ParamsHigh[:,LV2passIdxsHigh]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 117,
   "id": "19486c09-0a67-4de4-8d8c-62a417a7de6b",
   "metadata": {},
   "outputs": [],
   "source": [
    "%matplotlib widget"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 119,
   "id": "4dce5828-3e9b-4da3-bf4a-235b23ec6472",
   "metadata": {},
   "outputs": [],
   "source": [
    "%matplotlib inline"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "1af49e99-6c83-4b13-866a-463cbeb01dcb",
   "metadata": {},
   "outputs": [],
   "source": [
    "testparams = paramsLV2PassingLow\n",
    "plt.figure(figsize=(20,5))\n",
    "plt.hist(testparams)\n",
    "plt.title('LV2 passing networks')\n",
    "plt.xlabel('uS')\n",
    "plt.ylabel('# cells')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 62,
   "id": "89f8438b-8559-40f2-9c5b-40983ff81d76",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x360 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "testCoded  = LV2codedLow\n",
    "testCodedList = LV2CritList()\n",
    "plotFailCrit(testCoded,testCodedList)\n",
    "plt.title('Low gSyn')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 63,
   "id": "63588045-102b-4107-bfe4-f51888a587cc",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x360 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "testCoded  = LV2codedMed\n",
    "testCodedList = LV2CritList()\n",
    "plotFailCrit(testCoded,testCodedList)\n",
    "plt.title('Med gSyn')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 64,
   "id": "66542fcd-70a8-4a0d-ac98-332081a3f072",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x360 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "testCoded  = LV2codedHigh\n",
    "testCodedList = LV2CritList()\n",
    "plotFailCrit(testCoded,testCodedList)\n",
    "plt.title('High gSyn')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "f3ab4d3c-608f-42df-9677-a169b1aef128",
   "metadata": {},
   "outputs": [],
   "source": [
    "SCfreqs = np.loadtxt(os.path.join(archivedPath,\"LV2\",'SCfreqs'))\n",
    "SCfreqsPassing = SCfreqs[passIdxs]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "ed9e9863-e163-4c17-85df-135d62bf17ba",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1080x360 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(15,5))\n",
    "plt.scatter(LV2Params[paramsLV2Passing.shape[0]-1,passIdxs],SCfreqsPassing)\n",
    "plt.title('SC freqs at which cells given the x conductance passed')\n",
    "plt.xlabel('uS')\n",
    "plt.ylabel('SCfreq')\n",
    "plt.savefig('scfreq vs gSyn.png',dpi=200)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "de99bcad-e886-4f72-9125-2647e8fb795b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.hist(SCfreqsPassing,bins=16)\n",
    "plt.title('SCfreqs at which intact Cells Pass')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "1cf0a392-6881-45c2-8122-907b9b9b7cf0",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 792x504 with 15 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plotDistributions(LV2Params,fullParamsList(),20,title = 'all LV2 Params',xlabels='uS')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "78937911-1e38-4b7d-b7b6-495a32b73abd",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 792x504 with 15 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plotDistributions(LV2Params[:,passIdxs],fullParamsList(),20,title = 'passing LV2 Params',xlabels='uS')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "48a191b9-3531-4ddc-8458-1b1aec866a6d",
   "metadata": {},
   "source": [
    "## LV3"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 121,
   "id": "ae275aea-ed7a-4e9a-8284-1b3ac34e761c",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "using LV3\n"
     ]
    }
   ],
   "source": [
    "#archivedPathLV3 = os.path.join(\"..\",\"CGresults\",\"fixed_Gsyn\",\"Med\")\n",
    "archivedPathLV3 = os.path.join(\"..\",\"CGresults\",\"fixed_Gsyn\",\"MedwithLV2\")\n",
    "#LV3Params =  np.array(pd.read_pickle(os.path.join(archivedPath,\"LV3\",\"passParamsRepeat.pkl\")))\n",
    "#coded = np.loadtxt(os.path.join(archivedPath,\"LV3\",\"LV3RejectionResults.txt\"))\n",
    "\n",
    "LV3Params = np.array(pd.read_pickle(os.path.join(archivedPathLV3,\"AVG\",\"passParamsRepeat.pkl\")))\n",
    "codedLV3 = np.loadtxt(os.path.join(archivedPathLV3,\"AVG\",\"LV3RejectionResults.txt\"))\n",
    "rawLV3 = np.loadtxt(os.path.join(archivedPathLV3,\"AVG\",\"LV3RejectionRaw.txt\"))\n",
    "SCfreqsLV3 = np.loadtxt(os.path.join(archivedPathLV3,\"AVG\",'SCfreqs'))\n",
    "totalParamsLV3 = np.concatenate((LV3Params,SCfreqsLV3.reshape(1,-1),rawLV3),axis=0)\n",
    "passIdxsLV3,failIdxs,allIdxs = getPassIdxs(codedLV3,'LV3')\n",
    "passParamsLV3 = LV3Params[:,passIdxsLV3]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 124,
   "id": "0c039744-7a9e-4d9e-9509-bc811c790ec5",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(15, 10320)"
      ]
     },
     "execution_count": 124,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "passParamsLV3.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "id": "ad8af41a-824f-4713-ba10-3f78b5656620",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "using LV3\n",
      "using LV3\n",
      "using LV3\n",
      "using LV3\n"
     ]
    }
   ],
   "source": [
    "\n",
    "#passParams = getEveryFirstNet(LV3passParams[:,passIdxs])\n",
    "archivedPathLow = os.path.join(\"..\",\"CGresults\",\"fixed_Gsyn\",\"Low\")\n",
    "archivedPathMed = os.path.join(\"..\",\"CGresults\",\"fixed_Gsyn\",\"Med\")\n",
    "archivedPathHigh = os.path.join(\"..\",\"CGresults\",\"fixed_Gsyn\",\"High\")\n",
    "archivedPathLowgSynLowRSIZ = os.path.join(\"..\",\"CGresults\",\"fixed_Gsyn\",\"LowgSynLowRSIZ\")\n",
    "#C:\\Users\\ddopp\\source\\repos\\CGresults\\fixed_Gsyn\\Low\\LV3\n",
    "#archivedPath  = \"output\"\n",
    "LV3ParamsLow =  np.array(pd.read_pickle(os.path.join(archivedPathLow,\"LV3\",\"passParamsRepeat.pkl\")))\n",
    "LV3ParamsMed = np.array(pd.read_pickle(os.path.join(archivedPathMed,\"LV3\",\"passParamsRepeat.pkl\")))\n",
    "LV3ParamsHigh = np.array(pd.read_pickle(os.path.join(archivedPathHigh,\"LV3\",\"passParamsRepeat.pkl\")))\n",
    "LV3ParamsLowgSynLowRSIZ = np.array(pd.read_pickle(os.path.join(archivedPathLowgSynLowRSIZ,\"LV3\",\"passParamsRepeat.pkl\")))\n",
    "\n",
    "LV3codedLow = np.loadtxt(os.path.join(archivedPathLow,\"LV3\",\"LV3RejectionResults.txt\"))\n",
    "LV3codedMed = np.loadtxt(os.path.join(archivedPathMed,\"LV3\",\"LV3RejectionResults.txt\"))\n",
    "LV3codedHigh = np.loadtxt(os.path.join(archivedPathHigh,\"LV3\",\"LV3RejectionResults.txt\"))\n",
    "LV3codedLowgSynLowRSIZ = np.loadtxt(os.path.join(archivedPathLowgSynLowRSIZ,\"LV3\",\"LV3RejectionResults.txt\"))\n",
    "\n",
    "LV3RawLow = np.loadtxt(os.path.join(archivedPathLow,\"LV3\",\"LV3RejectionRaw.txt\"))\n",
    "LV3RawMed = np.loadtxt(os.path.join(archivedPathMed,\"LV3\",\"LV3RejectionRaw.txt\"))\n",
    "LV3RawHigh = np.loadtxt(os.path.join(archivedPathHigh,\"LV3\",\"LV3RejectionRaw.txt\"))\n",
    "LV3RawLowgSynLowRSIZ = np.loadtxt(os.path.join(archivedPathLowgSynLowRSIZ,\"LV3\",\"LV3RejectionRaw.txt\"))\n",
    "\n",
    "\n",
    "LV3passIdxsLow,LV3failIdxsLow,LV3allIdxsLow = getPassIdxs(LV3codedLow,'LV3')#indices of each cell that passed including repeats at different freqs, same for fail, 1 marked at all 16 freqs at which a cell passed\n",
    "LV3passIdxsMed,LV3failIdxsMed,LV3allIdxsMed = getPassIdxs(LV3codedMed,'LV3')\n",
    "LV3passIdxsHigh,LV3failIdxsHigh,LV3allIdxsHigh = getPassIdxs(LV3codedHigh,'LV3')\n",
    "LV3passIdxsLowgSynLowRSIZ,LV3failIdxsLowgSynLowRSIZ,LV3allIdxsLowgSynLowRSIZ = getPassIdxs(LV3codedLowgSynLowRSIZ,'LV3')\n",
    "\n",
    "paramsLV3PassingLow = LV3ParamsLow[:,LV3passIdxsLow]\n",
    "paramsLV3PassingMed = LV3ParamsMed[:,LV3passIdxsMed]\n",
    "paramsLV3PassingHigh = LV3ParamsHigh[:,LV3passIdxsHigh]\n",
    "paramsLV3PassingLowgSynLowRSIZ = LV3ParamsLowgSynLowRSIZ[:,LV3passIdxsLowgSynLowRSIZ]\n",
    "\n",
    "totalParamsLV3PassingLow = np.vstack((paramsLV3PassingLow,LV3RawLow[:,LV3passIdxsLow]))#for use in Correlogram\n",
    "totalParamsLV3PassingMed = np.vstack((paramsLV3PassingMed,LV3RawMed[:,LV3passIdxsMed]))\n",
    "totalParamsLV3PassingHigh = np.vstack((paramsLV3PassingHigh,LV3RawHigh[:,LV3passIdxsHigh]))\n",
    "totalParamsLV3PassingLowgSynLowRSIZ = np.vstack((paramsLV3PassingLowgSynLowRSIZ,LV3RawLowgSynLowRSIZ[:,LV3passIdxsLowgSynLowRSIZ]))\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "7e39dc3d-4f73-4b46-895b-fdc533db0ae8",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.hist(passParamsLV3[16,:])\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "9fc70c8c-6ef8-4d42-aa85-e10232bc1d49",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1440x360 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(20,5))\n",
    "plt.hist(LV3Params[LV3Params.shape[0]-1,:],bins=100)\n",
    "plt.title('LV3 Tested conductances')\n",
    "plt.xlabel('uS')\n",
    "plt.ylabel('# cells')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 69,
   "id": "2136d808-3a1e-4017-9fb6-7a1c6856d604",
   "metadata": {},
   "outputs": [],
   "source": [
    "#%matplotlib widget\n",
    "%matplotlib inline"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "093583de-3852-41ca-beb0-4e2bf06d0014",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1440x360 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#34 passing networks\n",
    "#160 means two networks passed, 80 means 1 network passed\n",
    "plt.figure(figsize=(20,5))\n",
    "plt.hist(passParamsLV3[passParamsLV3.shape[0]-1,:],bins=100)\n",
    "plt.title('LV3 passing networks')\n",
    "plt.xlabel('uS')\n",
    "plt.ylabel('# cells')\n",
    "plt.savefig('passing conductances.png')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "5ae61b4b-1913-478f-b8d0-7b0d0bbd10f4",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x360 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plotFailCrit(codedLV3,LV3CritList())\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "825e425a-dc86-473f-a7d1-ff01cb3eab5e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "mappedIDxs,freqsnonavgpassing = getRasterData(codedLV3,SCfreqsLV3)#returns the network ids mapped from 0-#passing networks, and the SC frequencies at which the network id passed\n",
    "counts, bins = np.histogram(freqsnonavgpassing,bins=np.arange(16,32))\n",
    "plt.hist(freqsnonavgpassing, align='left')\n",
    "plt.xticks(np.arange(16,32),np.arange(16,32))\n",
    "plt.title('non average passing')\n",
    "plt.savefig('non average passing')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "448f791c-9d4e-4b2b-97b8-46c225a674ff",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.0007942664"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "min(passParamsLV3[passParamsLV3.shape[0]-1,:])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "d05ed7fd-856d-42bc-b3e2-ca2cabc2ec85",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1080x360 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(15,5))\n",
    "plt.scatter(passParamsLV3[passParamsLV3.shape[0]-1,mappedIDxs*80],freqsnonavgpassing)\n",
    "plt.title('SC freqs at which networks given the x conductance passed')\n",
    "plt.xlabel('uS')\n",
    "plt.ylabel('SCfreq')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "845cbee4-2e3f-4948-b3b3-335f8b7bb408",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 792x504 with 15 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "LV3Params = \n",
    "paramsList = list(rangeVarNames().keys())\n",
    "plotDistributions(LV3Params,paramsList,20,xlabels='S',title = 'all LV3 Params')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "3b0598e2-ca17-4881-abf9-4863e2476a96",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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dPCIiqgBMyoj0xF9//YVFixbhzp07qFatGhwcHDB9+vR8HcuJiEg/MSkjIiIikgB+ZomIiIhIApiUEREREUkAkzIiIiIiCWBSRkRERCQBTMqIiIiIJIBJGREREZEEMCkjIiIikgAmZUREREQSwKSMiIiISAKYlBERERFJAJMyIiIiIglgUkZEREQkAUzKtGz37t3w8fHR2fwkDc+fP8eECRMgl8vh4uKCRYsWISsrS9fFIhS9j3l5eeHIkSMlHk6a0aZNGzx//lyry3z8+DE6d+5c4uGkHTt37sS4ceNKNG1J91M3NzdcuHABAHDmzBkMGjQIHh4eGDhwIM6cOVOu8hbHWKO/TkQFWrBgAVq2bIlVq1YhPT0d3t7e2L17N4YMGaLrohERSd7Lly/x3XffYf/+/bC2ttbIMhITEzFt2jRs3rwZrVq1wp07dzBixAicOnUKNWrU0Mgy9TopS05ORkBAAKKjo1GlShW0a9cOQUFB2LFjBzZt2oQqVaqgXr16mDVrFpo3b44ZM2bA1NQUN27cwLNnz+Ds7Iw6derg999/R3x8PObPnw8bGxs8ePAAQUFBSElJQVxcHNq2bYsVK1bA1NRUbfnPnz9HQEAAHj58CAsLC1haWqJVq1aYOHFiicqfmJiIb7/9Fn///TcUCgVsbGwwffp0GBsbY+fOndi+fTsUCgVevXqFzz//HMOHD1eb/8iRI1i6dCl++ukntGjRosLqVYr0MdYpKSmYM2cOoqKi8OrVK1SvXh1Lly5FixYt0L9/f3Tp0gUAYGpqilatWiEmJkajdagL+hg3AIiPj8fo0aMRFxeHxo0bY968ebC0tFSNz8zMxNSpU2FsbIxFixYVOvzFixeYPXs2IiMjUaVKFQwdOhQjR47E1atXsWTJEmRkZCA+Ph69evXCggULKrbyy0nqsVuxYgVu3LiBrKwsTJkyBfb29kXuc15eXnjjjTcQGRmJYcOGwcvLq8D1zszMxLx58/Dnn3/CxMQETZo0wcKFC9WmuX//Pj7//HMEBATgnXfeKXB4//798fvvv2PFihXIysqCubk55s6di7Zt22LNmjU4fvw40tPTkZqaCn9/f/Tv37+CI1h+Ut4GDh8+DCsrK0yfPh3h4eGlWq+8+2lUVBQCAwORmpqKFi1aICUlBQCgUCgwe/ZstGrVCgDw9ttvQwiBFy9eaCwpg9Bje/bsEd7e3kIIITIzM8XXX38ttm3bJvr16ycSEhKEEELs2rVLODs7i6ysLOHv7y8++ugjkZGRIeLi4kTr1q3Fxo0bhRBCbNiwQXz22WdCCCGCg4PF3r17hRBCZGRkCDc3N3HkyJF8y/f19RWLFy8WQggRGxsr3n//fRESElJkmXft2iXGjh0rhBBixowZquVnZmaKadOmiZ9++kkkJSWJjz/+WDx//lwIIcRff/0lOnXqpDb//v37haurq4iJiSl7BeoRfYz14cOHxbx581R/z5o1SwQFBeWb7tatW6Jr167iv//9b2mrRfL0MW67du0SnTp1ElFRUUIIIZYtWyYmT54shBBixIgRYv/+/eLLL78Uc+fOFVlZWUUOHz9+vFi0aJEQQojXr18LV1dXERUVJXx9fcX58+eFEEIkJSUJa2trcePGjTLUsOZIOXatW7cWa9euFUIIcffuXdGjRw+RkJBQ5D43YsQIERAQUOx6X7p0STg5OaliuHjxYnHlyhXx6NEj0alTJ3H37l3Rr18/ERERIYQQhQ6Pj49X269/++03MXr0aPH48WPh5eUlUlNThRBChIWFCTc3txJERPukvA3kyH1OLU5h+6mHh4cIDQ0VQghx+fJl0aZNG9X+mduyZcvEoEGDSrSsstLrlrKuXbti+fLl8PLyQq9evfDpp59iz549cHFxQZ06dQAAgwYNwrfffovHjx8DAOzt7WFiYgJLS0uYm5ujT58+AIA333wTL1++BAD4+fnhjz/+wLp16xAVFYW4uDhV5pxbeHg49uzZAwCwsrKCk5NTqcp/6tQp3LhxAzt37gQApKWlAQCqV6+ONWvWIDw8HFFRUbhz547a8m/cuIEzZ84gMDAQDRs2LNUy9ZU+xtrJyQlNmzbFpk2bEB0djYsXL+bre3LmzBn4+flh5syZalfchkIf4wYAvXr1QrNmzQAAQ4YMUbutvGjRIiQnJ+PYsWOQyWRFDo+IiICfnx8AoGbNmggLCwMABAcH4/Tp01izZg0iIyORlpZWYPl1SeqxGzZsGACgdevWaNmyJf76669i97lu3boVu96tW7eGkZERPvroI/Tu3RuOjo7o0KEDHj9+jIyMDIwcORI9evSAjY2Nap6Chv/5559o1aqVar92cHCAg4MDgOxt5cCBA4iOjsa1a9eQnJxcbLl0QerbQFnk3U9fvHiBu3fvYsCAAap1zmkZy5GZmanaZzds2FDuMhRFr5Oypk2b4tixY7hw4QLOnz+Pzz77DGZmZnBxcVGbTgiBzMxMAEDVqlXVxhkb56+Cr776CkqlEs7Ozvjggw/w5MkTCCHyTWdsbKw2vEqV0j03kZWVhZUrV6Jly5YAgNevX0Mmk+Hp06f45JNP8PHHH6Nr165wcnLC77//rpqvZs2aWLZsGaZMmYIPPvgATZo0KdVy9ZE+xnrr1q0IDQ2Fp6cn5HI5LCwsVAcuAFi/fj1++uknfPfdd+jVq1exv6eP9DFuAGBkZKRWttxlcHd3hxACM2fOxJo1a4ocbmxsrJa4PXr0CLVr18Znn32Gtm3bok+fPnB2dsa1a9cKLL8uST12uf/OiVFx+5y5uXmx612rVi3s27cPf/75J86fP48pU6Zg5MiR6NevHwBg9erVmD59Oo4ePapKsgoabmRkpBZ7IQTu3r0LpVKJL7/8EqNGjcL777+P7t27Y+7cucWWSxekvg2URd79NCdGuZeTu8yvXr3CpEmTIITA9u3bUbt27XKXoSh6/fTl1q1bERAQgN69e8PPzw+9e/dG3bp1cejQIdWTObt27YKFhYXqqrckzp49i/Hjx8PFxQUymQzXrl2DUqnMN52dnZ2qlevFixc4fvy42k5YnN69e2PDhg0QQiAjIwNffPEFNm/ejJs3b6JOnTr48ssv0adPH1VCllOGt956CzY2NvDy8oK/v3+leGpPH2N99uxZDBw4EB999BGaN2+OkydPqn57/fr12LJlC0JDQw02IQP0M24AcOHCBVUfv//85z+wtbVVjevQoQOmTJmChw8fIjQ0tMjhNjY22LVrF4DsPqSffvopoqKicPPmTUybNg0ODg6IjY3Fw4cPJbcfSz12OS0ot27dQnR0NDp27FjkPldSv//+O0aNGoXOnTtj4sSJGDBgAO7cuQMgO+Ho2rUrFixYgNmzZyM+Pr7Q4R07dsT9+/dx7949AMCJEyfg5+eHS5cuoX379vjss8/Qo0cPnDhxotRl1BapbwNlkXc/tbCwQLt27bBjxw4A2dvT33//DSC7BdTb2xtNmjTBr7/+qvGEDNDzlrIBAwbg4sWLcHFxgZmZGRo1aoS1a9ciLCwMn376KbKyslCnTh2sXbu2VBm2r68vxo8fjzfeeANmZmbo3r07Hj58CABYuXIlAGDy5MkICAjAzJkzVVdkjRo1QrVq1Uq8nK+//hrffvst5HI5FAoFevXqhTFjxiAzMxM7d+6Ek5MTzMzM0KFDB9SpUwfR0dFq848bNw4nT57Ezz//jLFjx5Z4ufpIH2Pt7e2Nb775Brt374aRkRHatWuHv//+GxkZGVi5ciVq1qyJCRMmqKZ3cnLCF198UYbakS59jBuQfQsrMDAQz549Q4sWLRAUFKQ23tTUFMHBwfD29kbPnj0LHf7NN99gzpw5kMvlEELAx8cH7du3x9ixYzFw4EBYWFigdu3a6NKlC6Kjo9Vuiema1GP36NEjDBgwADKZDN999x0sLCwK3edKw9bWFqdPn4abmxvMzc3xxhtvYN68eWrTWFtbw9XVFYGBgZg9e3aBw9etW4elS5fC398fSqUSNWrUwPLly2FhYYGjR4/CxcUFJiYmsLGxwatXr5CUlKS5zuNlJPVtoKzy7qffffcdAgICsG3bNrz55puqB+eOHDmCmzdvIiMjA4MHD1bNv3jxYrRp06bc5SiITEitzVyPbNmyBe+++y46d+6MjIwMDB8+HBMnToSdnZ2ui0YVjLHWT4yb/mLsqDJuA3rdUqZrb7/9NubNm4esrCwoFAo4OTnBzs4Ow4cPL7Tj5pYtWyR3NUTFY6z1E+OmvwqLXUVYsGCB6uWgeQUEBKi1fpLulHYbOH/+fL7Xl+SwtrZGYGCgpopaYdhSRkRERCQBet3Rn4iIiMhQMCkjIiIikgAmZUREREQSoDcd/V+8SEZWVnb3t7p1ayAhIUnHJZKunPqpUkWG2rWr67o4xWJsS05fY8u4Fi13/TC2hkXfYsvjcclpIrZ6k5RlZQnVhpLzNxVOn+qHsS0dfaqf3LHVp3Lrgr7VD2NbcvpUPzwel05F1w9vXxIRERFJgN60lOlazVpmqGaaXV1p6ZlIfJ2q4xKRPuH2UzTWDxmS3NtzhkKan1DSptz1AXAfLwqTshKqZmoM+dR9AIADyzyQqOPykH7h9lM01g8Zkrzbc2WXuz4A7uNFYVJGREQGI2+rTHqGEqZVjQCwhYakj0kZEREZjIJaZdgKS/qCSRkZpKL6KLH/ElUU9pXRDl3UM2NLusCkjAxSUX2U2H+JKgr7ymiHLupZSrEdOXIkEhISYGycfcoOCgrCw4cP8eOPP0KhUGDUqFHw9PQEAERERGDhwoVIT0+Hs7MzfH19dVRqKgsmZYXIe5VERETaI+VjsDZb0YQQiIyMxKlTp1RJWWxsLHx9fbF7925UrVoVQ4cOhbW1NZo0aYLAwEBs2rQJDRs2hI+PD8LDw2FnZ6eRshkKKd09keYWLwEFXSVVJrwyI8qmqRMwX5tQNCk/wajNVrTIyEjIZDJ8/vnnSEhIwMcff4zq1aujZ8+esLCwAAA4OjriyJEj6NGjB5o1a4amTZsCAORyOY4cOcKkrBhSuntSqZMyKWXHUiKVK7OKOhlmKJSwtKxZ7vIYAibbpaepE7CUkw6SjtevX8PGxgZz5sxBWloaRo4cCWdnZ1haWqqmsbKywvXr1xEXF5dveGxsbJmXnffYqe0nWaXQr0/beUKlTsqklB1LiVSuzCrqZFjVxKjMrZ4l3SGlcPAojlSSbSIquc6dO6Nz584AAHNzcwwZMgQLFy7EuHHj1KaTyWQQIv8nf2QyWamWV7duDbW/i3qStVo5LnZLeqGcd/nlWWZJ5S1bUetc0Rf8lTopo4Lp8spMakqauEupU3BhpJJsE1U0Kfc/K6/Lly9DoVDAxsYGQPbFVePGjfHs2TPVNHFxcbCyskL9+vULHF4aCQlJqu85FpVwZCiUqGpipPq7qAvRgn4nPr74I2RZ5yutvMvJvYzixuX8XaWKLF9CWxaGuRXnwluUpafrK7OiDgSFjct7gCiNkl7p5G3KL26ZZVmPkijrvPqSbOetZ+63VBxDvhWcmJiIkJAQbNu2DQqFAnv27MGSJUvg5+eH58+fw8zMDEePHsW8efPQpk0bPHjwANHR0WjSpAnCwsIwePBgjZSroDsQUrsQ1UcGn5SVtKWjovod6cNtrOLo+sos58qjNFdJlpY1y3yLsqgrr9xlKOggVNKyFnW1VRo59VOWqzJtJ9uAesJd0v2roHrWxi2L0tBEws1+j9qnD8dre3t7XLt2DQMGDEBWVhaGDx+Orl27wtfXFyNHjoRCocCQIUPQoUMHAEBwcDAmTpyI9PR02NnZwcnJSetlNuSWS01jrf1/5el3lJs+3MYqjlSvzKh8tJ1sA/9LuHMn2wUpLiHJmbeoT+gAmjmpFpVwl+f2SmGJekXdBqHi6cvxesqUKZgyZYraMLlcDrlcnm9aGxsb7N+/X0slK1hlf3tBeTApo3z08cqMimcIyXZRn9DJ+VuKJ1WqWHyimgwVkzIqkL5dmVHxmGyToaioOxtEUsOkjKgSYbJt+BYtWoQXL14gODgYt2/fxsyZM5GUlIRu3bph7ty5MDY2RkxMDPz8/JCQkIDmzZtj6dKlqF69eoUsv6Tfnc07nv2QKo/cLZ2l6XJQUQ8BlXVbK+hhr4qml3tAWQNKlJfUn/TLe/Dgm99LTgqduLX99Pe5c+ewZ88efPDBBwAAPz8/zJ8/H506dUJgYCBCQ0MxfPhwzJ07F8OHD4erqytWr16NH374AX5+fhVShpJ+dzbvePZDqjxyt3TuCnYr8TG4op74LGpbK+rWuDZaaMuVlOnq7eC5K4Z9SKg8pP5Yt6GeqLTRKlKaTtya/HqEto5VL1++xPLlyzFu3DjcuXMH//77L9LS0tCpUycAwKBBgxASEoKPPvoIly5dwurVq1XDR4wYUWFJWW761vdL38prCKR2DNb1rfEyHxX5dnAiKiupJZtS+HpEeX3zzTfw9fXFkydPACDfu+YsLS0RGxuLFy9eoEaNGqrjds5wTdD1Ca608l7wk/6QQst4RShzUsa3gxOR1FTWlo4dO3agYcOGsLGxwe7duwGg0HfN6fIddHnpIl6aenGzpl4WTSWjL683KU6ZkzJ9eTs4kaZU1gRAyiprS8ehQ4cQHx8PDw8PvHr1CikpKZDJZGrvmouPj4eVlRXq1KmDpKQkKJVKGBkZqYaXVmHvoCvNPqGLeJW1rLnnLevLovkOOu3R177nZU7KdP0pntxKs2NV1ElUF8ssDSYLmldZEwCSnvXr16v+v3v3bly8eBELFy6Em5sbrly5gq5du2Lv3r2wtbWFiYkJunXrhkOHDkEul6uGU9GKugjjBZr06Gvf8zInZbr+FE9upXlTeHmukkqyTG19QLUo5fkUT2XHgysZkqVLl2LmzJlITk7Gu+++i5EjRwIAZs+ejRkzZuDHH39Ew4YN8d133+m4pNJX1EWYvvWdMxQlPV7r03G9zEmZVN8OXtRTXfoUGNINHlwNV+79P+/nmbS9fE0aNGgQBg0aBABo27Ytdu7cmW+axo0bY9OmTRovC5EmlfRuhT4d18uclEn17eBFPdWlT4Gh/PS1j0BxtP0uq8oq7wFc28cCHn+IilfZG0/K9aIgvh2ctElf+wjkVdS7rPK+SJF4kCaqTCp7X129fKO/ruU9SZTmVghbRaioFhO2puRX2Q/SRFR5MCkrg4JOnCU9aRT1CRIqOam3nki9fEREJD1MykgvSb1FSerlo7Jjwk1EmsKkTKIM5ZMRpcUTHkkdb6eq4z5LVHGYlEmUoXwyorR4wiPSL2wVJqo4ep+U8SqNiIhKgucLkjq9T8oM6SqtqBffEpH28ORtmAzpfCE13GcqRhVdF4D+J+eWZe6DBhFpX87Jm/siUclwn6kYbJYhIo3jVTQRUfGYlFGBVq1ahcOHDwMA7OzsMH36dAQEBODKlSswMzMDAEyYMAH9+/dHREQEFi5ciPT0dDg7O8PX11eXRScJ4m0jorLj8bjyYFJG+URERODs2bPYs2cPZDIZxowZg2PHjuHmzZvYvHkzrKysVNOmpaUhMDAQmzZtQsOGDeHj44Pw8HDY2dnpcA2oMDy4E+kXHo8rFyZllI+lpSVmzJiBqlWrAgBatmyJmJgYxMTEYNasWYiJiUH//v0xYcIEXL9+Hc2aNUPTpk0BZH/79MiRIzwISBAP7kT6h8fjyoVJGeXTqlUr1f+joqJw6NAhbN26FRcvXkRQUBDMzc3h4+ODnTt3wtzcHJaWlqrpraysEBsbq4tiUzF4cCfSPzweVy5MynRI6p2f7927Bx8fH/j7+6NFixZYvXq1apyXlxf27t0LJyenfPPJZLJSLadu3RrlLmtlUtZthgd3Iv3F47E0VfQ5nK/E0KHcjxBL7THiK1euYNSoUZg6dSoGDhyIu3fv4rffflONF0LA2NgY9evXx7Nnz1TD4+Li1G6DlURCQhLi4xMRH18ZvllQfvHxiUhISCrz/Pfu3YO3t7fawb1u3bowMzODl5cXwsPDIYTIN19pD+5A9gFeyhceUmJpWROWljXLfFJctWoVXF1d4erqisWLFwPIvmUtl8vh4OCA5cuXq6a9ffs2Bg8eDEdHR3z99dfIzMyskHUgzeDxWLpy6qo8x+TcmJRRPk+ePMH48eOxdOlSuLq6Asje6RcsWIBXr15BoVBg+/bt6N+/Pzp27IgHDx4gOjoaSqUSYWFhsLW11fEaUGG0eXAH/neAp+KV5+Ceu7/g3r17cevWLYSFhSEwMBA//PADDh06hJs3byI8PBwA4Ofnh1mzZuG3336DEAKhoaEVvTpUQXg8rlx4+5Ly+eWXX5Ceno7g4GDVsKFDh2Ls2LEYNmwYMjMz4eDgADc3NwBAcHAwJk6ciPT0dNjZ2RXYhE66l3NwX758OWxsbAD87+Des2dPmJubY/v27Rg4cKDawb1JkyYICwvD4MGDdbwGVJiC+gtGRUUV2C/w7bffRlpaGjp16gQAGDRoEEJCQjB8+HBdFZ+KwONx5cKkTMOk3m+sIDNnzsTMmTMLHOfp6ZlvmI2NDfbv36/pYlE58eBuuArqL+jl5VVgv8C4uDi14ZaWluwvKGE8HlcuTMo0jC/NJKngwd3w5e4MbmxsjAcPHqiNl8lkFdpfkEpG3y7MSXfYp4yIyADk7S9YWL/AvMPj4+PZX1DDKrozOBkuJmVERHquoM7ghXX6bty4MUxNTXHlyhUAwN69e9kZnEgiePuSiEjPFdZfsLB+gUuXLsXMmTORnJyMd999FyNHjtRV0YkoFyZleqpmLTNUM80OX1p6JhJfp+q4RESkK0X1FyyoX2Dbtm2xc+dOTReLiEqJSZmeqmZqrHqA4MAyD7BnBxERkX5jnzIiIiIiCWBSRkRERCQBvH2pJ/TxJbRERERUckzK9ARfQktERGTYePuSiIiISAKYlBERERFJAJMyIiIiIglgUkZEREQkAUzKiIiIiCSASRkRERGRBDApIyIiIpIAvqfMAOR9sWyGQqnD0hAREVFZMCkzAHyxLBERkf7j7UsiIiIiCWBSRkRERCQBWk3KDhw4ABcXF/Tv3x9btmzR5qJJwxhbw8XYGibG1XAxtvpLa33KYmNjsXz5cuzevRtVq1bF0KFDYW1tjbfffltbRSANYWwNF2NrmBhXw8XY6jettZRFRESgZ8+esLCwgLm5ORwdHXHkyBFtLZ40iLE1XIytYWJcDRdjq9+01lIWFxcHS0tL1d9WVla4fv16ieevUkWm9rdVbbMC/1/c32Udp2+/U6WKLF+daYquYiuFetbF7+hrbPWtnrX9Ozl1pY3YljeuQMljK7V61sXv6FNsizoe5/1bavWsi9+p6NjKhBCiQn6pGGvWrEFqaip8fX0BADt27MCNGzcQFBSkjcWTBjG2houxNUyMq+FibPWb1m5f1q9fH8+ePVP9HRcXBysrK20tnjSIsTVcjK1hYlwNF2Or37SWlPXq1Qvnzp3D8+fPkZqaiqNHj8LW1lZbiycNYmwNF2NrmBhXw8XY6jet9SmrX78+fH19MXLkSCgUCgwZMgQdOnTQ1uJJgxhbw8XYGibG1XAxtvpNa33KiIiIiKhwfKM/ERERkQQwKSMiIiKSACZlRERERBLApIyIiIhIApiUEREREUmA5JKy4r5uHxkZCS8vL7i7u2P06NF49eoVAODKlSsYPHgwPDw88Omnn+Lff//VdtG1ZtGiRZgxY0a+4TExMfD09ISTkxO++OILJCcnAwBev36NsWPHwtnZGZ6enoiPj9d2kQEASUlJcHNzw+PHj9WG3759Gx4eHqp/ffr0gZubGwBg79696N27t2rc8uXLdVF0jclbJ7t374aLiwvkcjnmz5+PzMzMfPMUFs+MjAz4+fnB2dkZAwcOxP3797WyDvv27YOrqytcXV2xaNGifOML2y7/+ecfDB06FO7u7vDy8jKoffbkyZMYNGgQnJycMH/+fADZ3ySUy+VwcHAodDu+fv06Bg8eDLlcDh8fH1Vsnz17hnHjxsHNzQ2ffPIJ/vrrL62sR3Gxffz4MTw9PeHh4VFgDJOSktCvXz9cuHBBK+XVhrLss1FRURgxYgTkcjm8vLzw4MED1bgFCxbA1dUVbm5uCAsL09l65FbYebayHY+3b98ONzc3yOVyBAQEICMjQ236hIQEtXNX37590blzZwDlOO8KCXn69Kmwt7cXL168EMnJyUIul4t79+6pxmdlZQkHBwcRHh4uhBBiyZIlYvHixUIIIezt7cXt27eFEELs2LFDjBs3TvsroAURERHC2tpa+Pv75xs3duxYERYWJoQQYtWqVaq6mTt3rli7dq0QQog9e/aIyZMna628Oa5evSrc3NxEu3btxKNHjwqdLiUlRbi6uopLly4JIYQICgoSBw4c0FYxtSpvndy/f1/06dNHxMbGCiGEmD17tvj111/zzVdYPH/++Wcxa9YsIYQQFy9eFEOGDNH4OqSkpIju3buLhIQEoVAoxJAhQ8Qff/yhNk1h2+WIESNU+/LWrVvFV199pfHyasPDhw9F7969xZMnT0RGRoYYNmyYOHXqlLCzsxMPHz4UCoVCeHt7i1OnTqnNl5WVJezs7MS5c+eEEEIcPHhQ+Pj4CCGEmDp1qli5cqXq9z/88EORmpqq0fUoSWynTZsmtmzZIoQQYuPGjWLq1Klq46dPny66d+8uzp8/r9GyaktZ99mhQ4eKXbt2CSGE+Ouvv4S7u7sQIvt4/sknn4jMzEwRHx8vunXrJlJSUrS+HrkVdZ6tTMfjyMhI0b9/f5GYmCiysrLE9OnTxfr16wudX6lUihEjRoj9+/cLIcp+3pVUS1lxX7e/desWzM3NVW8nHjduHDw9PZGRkYHJkyejbdu2AIA2bdrgyZMnOlkHTXr58iWWL1+OcePG5RunUChw6dIlODo6AgAGDRqkqrtTp05BLpcDANzc3HD69GkoFArtFRxAaGgoZs+eXeznPtauXYvu3bujW7duAIAbN25g7969cHd3x7Rp01RXbIYgb53cvXsXnTp1Uv1tb2+P48eP55uvsHieOnUK7u7uAIDu3bvjxYsXiImJ0eg6KJVKZGVlITU1FZmZmcjMzISpqalqfFHb5fr162Fra4usrCzExMSgVq1aGi2rthw7dgwuLi5o0KABTExMsHz5cpiZmaFZs2Zo2rQpjI2NIZfL1Y5tAPDixQukpaWhZ8+eALLjf/bsWWRkZOD27dtwdnYGADRt2hQWFhYaby0rLrYAkJWVhaSkJABAamoqqlWrphp36NAhVK9eHW3atNFoObWprPvs7du34eTkBADo1KkT4uLi8OjRIyiVSqSnpyMzMxOpqamoWrWqTtYjt8LOs0DlOh5XrVoVc+bMQY0aNSCTydC6desij6e7du2CmZmZ6thc1vOupJKygr5uHxsbq/r74cOHqFevHvz9/SGXyzF79myYm5ujatWq8PDwAJB9kFi1ahX69eun9fJr2jfffANfX98CT14vXrxAjRo1YGyc/ZEGS0tLVd3lrldjY2PUqFEDz58/117BAXz77beqRKswr1+/RmhoKCZMmKAaZmlpiYkTJ2Lfvn1o2LChQX1UN2+dtG3bFteuXcOTJ0+gVCpx5MgRtW/Y5Sgsnnn3H0tLSzx9+lSj61CjRg1MnjwZzs7OsLW1RePGjdGlSxfV+KK2S2NjY7x+/Rq2trb4z3/+g48//lijZdWW6OhoKJVKjB49Gu7u7ti6dWuxxzYAqF27NszNzXH27FkAwMGDB6FQKPDixQu8++67OHjwIADg77//xj///FPgtlGRiostAEyePBkbNmxAnz598Ouvv+Lzzz8HkH3L+v/+7/8wffp0jZZR28q6z+aO37lz5/Dy5UvEx8ejd+/eaNq0KWxtbeHi4oKxY8fCzMxM6+uRW2HnWaByHY8bN26MXr16AQCeP3+OLVu24MMPPyxwXqVSiR9//BFTp05VDSvreVdSSZko4OMCMplM9f/MzExcvHgRI0aMwIEDB9C0aVMEBwerxmdkZGDatGnIzMyEj4+PVsqsLTt27EDDhg1hY2NT4Pji6i6vKlUkFXoA2f0J+/Xrh7p166qGrV69Gh07doRMJsOYMWNw+vRpHZZQs5o3b46pU6fiiy++gKenJ9q0aQMTE5MSzVtYPDUd5zt37mDXrl34/fffcfbsWVSpUgW//PKLanxx22WtWrVw9uxZfPfdd/jiiy+gVCo1Wl5tUCqVOHfuHJYsWYLQ0FDcuHGjwH47efdPmUyGkJAQrF27FgMGDEBiYiIsLCxgYmKCgIAAREdHQy6XY+PGjbC2ti7xtlFWxcUWAPz9/REUFIQzZ85g7ty5mDBhApRKJb7++mvMmjVLreXMEJV0nw0ODsbRo0fh7u6OP/74A23btoWJiQm2b98OIyMjnD17FidPnsS2bdtw9epV7a9ILkWdZyvT8ThHbGwsPv30UwwePBjW1tYFTnPmzBk0b9682FbhkhyPJXVmLu7r9paWlmjWrBnee+89ANlNgtevXwcAJCcnY8yYMcjMzMSPP/6o8QOWth06dAh//PEHPDw8EBISgpMnT2LBggWq8XXq1EFSUpLqpBYfH6+qOysrK1W9ZmZmIikpCRYWFlpfh+IcP34cLi4uqr8TExOxYcMG1d9CCFWLiyFKT09Hhw4dsHfvXmzbtg2NGjVC06ZN801XWDytrKzUOpPm3gY05ezZs7CxsUHdunVRtWpVDBo0CBcvXlSNL2q7PHTokCpps7W1RVpamkHcDqlXrx5sbGxQp04dVKtWDR9++CH++OOPIo9tOYyNjbFp0ybs3bsXAwcORFZWFiwsLJCSkoJ58+bhwIEDmD9/PmJiYvDmm29qdD2Ki+3z588RGRmpuivh6OiI+Ph4XLlyBZGRkfj666/h4eGBmzdvYubMmTh//rxGy6sLJd1nMzMzsXr1auzfvx9fffUV/v33XzRp0gQnTpyAu7s7TExMYGlpiQ8++ACXL1/WwZr8T2Hn2cp2PAaA+/fvY9iwYRg4cCDGjx9f6HR5z11A2c+7kkrKivu6fefOnfH8+XPcuXMHQPYTTu3atQMA+Pn5oVmzZli5cqXW7str0/r16xEWFoZ9+/Zh0qRJ6Nu3LwIDA1XjTUxM0K1bNxw6dAhA9lMyOXVnZ2eHvXv3Asg+EXbr1k1ySasQArdu3VI9uQIA5ubm+Pnnn3Ht2jUAwObNm9G/f39dFVHjUlJS8OmnnyIpKQkZGRnYtGlTvh0dKDyednZ22LdvHwDg8uXLMDU1RaNGjTRa5rZt2yIiIgIpKSkQQuDkyZOqgzlQ9Hb566+/4tixYwCA8+fPo3bt2qhTp45Gy6sNOX3BXr9+DaVSiTNnzsDJyQkPHjxQ3doMCwtTO7blCAwMVF1o/vrrr3ByckKVKlWwefNmbNu2DUB2sqRQKFR9aDWluNjWrl0bpqamqiTiypUrqF69Onr06IHw8HDs27cP+/btQ/v27TF//nxVXzlDUtJ9dvny5Thx4gSA7Lse7du3R+3atdG2bVtVH7SUlBScP38e7du31+o65FXYebayHY+TkpIwevRoTJ48Gd7e3kVOe/Xq1Xy3g8t83i3jgwoas3//fuHq6iocHBzETz/9JIQQYsyYMeL69etCiOwnJAYPHixcXFyEt7e3ePbsmbh165Zo3bq1cHFxEe7u7sLd3V2MGTNGl6uhUbt27VI9fRkYGCiOHz8uhBDi8ePHYsSIEcLZ2Vl4e3uLly9fCiGEePHihfDx8REuLi7ik08+KfLpR02zt7dXLT93XJ89eyZ69eqVb/pLly6JAQMGCCcnJzFu3Djx+vVrrZZXG3LXSWhoqHBxcREODg4iJCRENc2KFSvE1q1bhRCFxzMtLU1Mnz5duLi4iAEDBoibN29qpfxr164Vjo6Ows3NTQQEBIi0tLQSbZf37t0TQ4cOFe7u7sLT01P8/fffWimvNuzYsUN1HJs7d65QKpUiIiJCyOVy4eDgIL799luRlZUlhFDfh69duyYGDBggHB0dxaRJk0RiYqIQQoiEhAQxatQo4ebmJj755BO1p9I1qbjYXrt2TQwZMkRVrlu3buX7jREjRhjM05c5SrvPRkVFiU8++US4uLiIzz77TDx9+lQIIURycrKYPn26cHJyEq6urkU+3afp9SjuPCtE5Toer1+/XrRr106VU7i7u4sVK1YIIdT3WSGE6NChg0hLS1P7nbKed2VCFNDpg4iIiIi0SlK3L4mIiIgqKyZlRERERBLApIyIiIhIApiUEREREUkAkzIiIiIiCTDsN79p0NWrV7Fs2TK8fPkSQgg0aNAA/v7+aNWqla6LRuXE2BouxtZwMbaGq1LFtgJe61HppKenix49eqi9B2rv3r3Czs5OZGZm6rBkVF6MreFibA0XY2u4Klts2VJWBqmpqUhMTERKSopqmLu7O2rUqAGlUgkjIyMdlo7Kg7E1XIyt4WJsDVdliy1fHltG69evx4oVK1CvXj106dIF1tbWcHV1hZmZma6LRuXE2BouxtZwMbaGqzLFlklZOSQlJeHSpUu4dOmS6rtmO3fuRM2aNXVcMiovxtZwMbaGi7E1XJUmtrq9e6qfLl++LNatW6c2TKFQCCcnJ3H48GEdlYoqAmNruBhbw8XYGq7KFlu+EqMM6tSpgx9//BGXL19WDYuPj0dqaipat26tw5JReTG2houxNVyMreGqbLHl7csyOn/+PL7//ns8ffoUpqamqFmzJsaPHw9bW1tdF43KibE1XIyt4WJsDVdlii2TMiIiIiIJ4O1LIiIiIglgUkZEREQkAUzKiIiIiCSASRkRERGRBDApIyIiIpIAJmVEREREEsCkjIiIiEgCmJQRERERSQCTMiIiIiIJYFJGREREJAFMyoiIiIgkgEkZERERkQQwKSMiIiKSACZlRERERBLApIyIiIhIApiUEREREUkAkzIiIiIiCWBSRkRERCQBTMqIiIiIJIBJWQW7fv06hg4dCg8PD8jlcuzbt6/YeWbMmIFffvml2Ol8fHywe/fuMi+HpM3LywtHjhzRdTFIA06dOoWVK1fquhiVQps2bfD8+XON/v7y5cvVhh05cgReXl4aWybpTlZWFhYvXgxXV1fI5XJMmDBBo9sXk7IKJITApEmTMGnSJOzbtw/r1q1DcHAwoqKi9HI5RFQxbty4gVevXum6GFRBNmzYgEuXLum6GKQFu3btwq1bt7Bnzx4cOHAAb775JoKDgzW2PGON/bIGJScnIyAgANHR0ahSpQratWuHoKAg7NixA5s2bUKVKlVQr149zJo1C82bN8eMGTNgamqKGzdu4NmzZ3B2dkadOnXw+++/Iz4+HvPnz4eNjQ0ePHiAoKAgpKSkIC4uDm3btsWKFStgamqqtvznz58jICAADx8+hIWFBSwtLdGqVSuMHTsW48ePR69evQAADRo0QO3atfH06VO89dZbJVq3hQsX4s6dO/jhhx+QlJSEGTNmIC4uDo0aNUJCQgIAICMjo9zL0SdSjffEiROLLPfatWuxZ88eGBsbo1mzZggODoaRkRHmzJmDqKgovHr1CtWrV8fSpUvRokULTVahZFWG2CYmJmLbtm1QKpWoWbMmfH19NVmlWiH1uK1YsQI3btxAVlYWpkyZAnt7e6SkpBS673l5eeGNN95AZGQkhg0bVmyrl6+vL/z8/LBv3z688cYbauO+//57/Pvvv4iPj8e///6LOnXqYPny5ahfv37FBkELpB7nguzevRvHjh1DlSpVEB0dDRMTEyxatAitW7fG1atXsWTJEmRkZCA+Ph69evXCggUL8PjxY3h5eaFHjx64c+cOhBD45ptv0K1bN7z99tuYPn06qlatCgBo3749tm7dqrlKF3poz549wtvbWwghRGZmpvj666/Ftm3bRL9+/URCQoIQQohdu3YJZ2dnkZWVJfz9/cVHH30kMjIyRFxcnGjdurXYuHGjEEKIDRs2iM8++0wIIURwcLDYu3evEEKIjIwM4ebmJo4cOZJv+b6+vmLx4sVCCCFiY2PF+++/L0JCQvJNt23bNmFnZydSU1OLXB9/f3+xbt06MWfOHDF+/HiRnp4uhBDiyy+/FMuXLxdCCBEVFSU6deokdu3aVebl6Ct9iXdux48fFw4ODuLly5dCCCEWLFggfvjhB3H48GExb9481XSzZs0SQUFBQgghRowYIQ4fPlzmetJHlSW2ISEhYu7cuWWuJ6mRctxat24t1q5dK4QQ4u7du6JHjx4iISGh2H0vICCgROveunVrkZCQIL766isxceJEIYQQhw8fFiNGjBBCZMf6ww8/FImJiUIIIXx8fMTKlStL9NtSI+U4F2bXrl2ia9eu4smTJ0IIIYKCgsT06dNVv3f+/HkhhBBJSUnC2tpa3LhxQzx69Ei0bt1a7N+/XwghxKlTp8T7778vMjIy1H775cuXwtXVVWzatKmUNVlyetlS1rVrVyxfvhxeXl7o1asXPv30U+zZswcuLi6oU6cOAGDQoEH49ttv8fjxYwCAvb09TExMYGlpCXNzc/Tp0wcA8Oabb+Lly5cAAD8/P/zxxx9Yt24doqKiEBcXh5SUlHzLDw8Px549ewAAVlZWcHJyyjfNTz/9hI0bN+Lnn39GtWrVil2nDRs2ICEhAXv37lVl5BEREfD39wcANGvWDNbW1uVejj7Sh3jnde7cOTg5OamuogMCAlTjmjZtik2bNiE6OhoXL15E586dy145eo6x1U9Sj9uwYcMAAK1bt0bLli3x119/wcnJqcj4dOvWrVR1MHfuXHh4eGDHjh2oWbOm2rgePXqgRo0aAIB3331Xb29dSz3OhWnXrh0aNGgAILv+jx07BgAIDg7G6dOnsWbNGkRGRiItLQ0pKSmwsLDAG2+8AblcDgCws7ODkZER7t69i/bt2wMAHj58iPHjx6NLly7w9PQsS3WWiF4mZU2bNsWxY8dw4cIFnD9/Hp999hnMzMzg4uKiNp0QApmZmQCgSnRyGBvnX/WvvvoKSqUSzs7O+OCDD/DkyRMIIfJNZ2xsrDa8SpX/dc3LyMjAjBkz8M8//2Dbtm1o0qRJidape/fu6NKlCwICArB9+3aYmJhAJpOpLSd3mcu6HH0k5XgXxsjICDKZTPX369ev8fr1a5w+fRqhoaHw9PSEXC6HhYWF6mBWGTG2+knqccv9txACxsbG2Lp1a5HxMTc3L0UNADVq1MDSpUvx+eefY8yYMWrjcl8g5z2O6xOpx7kwhdW/p6cn2rZtiz59+sDZ2RnXrl1TjTMyMlL7jaysLNWw8+fPw9fXF2PGjMHo0aNLVIay0suO/lu3bkVAQAB69+4NPz8/9O7dG3Xr1sWhQ4dUT0Xs2rULFhYWaNasWYl/9+zZsxg/fjxcXFwgk8lw7do1KJXKfNPZ2dlh586dAIAXL17g+PHjqoP0pEmTkJSUVOpEqX379hgxYgRq1qyJVatWAQD69OmD7du3AwBiYmJw4cIF1fRlXY4+knK8C9OrVy8cO3YMSUlJALL7mWzYsAFnz57FwIED8dFHH6F58+Y4efJkgcusLCpLbI2MjFQnLUMg9bjltK7cunUL0dHR6Nixo0b2vc6dO+Ozzz7D6tWry/U7UiX1OJfGq1evcPPmTUybNg0ODg6IjY3Fw4cPkZWVBSC7/9rp06cBACdPnoSJiQlat26NP//8ExMmTMCiRYs0npABetpSNmDAAFy8eBEuLi4wMzNDo0aNsHbtWoSFheHTTz9FVlYW6tSpg7Vr15Y4swayO2+OHz8eb7zxBszMzNC9e3c8fPgQAFSPs0+ePBkBAQGYOXOm6mqrUaNGqFatGq5cuYLff/8db731lqr5HACmTZumasItikwmw4IFCzBgwADY2dlh9uzZCAgIgLOzMxo0aIC2bdsCQLmXo2+kGu+i2NnZ4Z9//lHF5+2338a8efNw584dfPPNN9i9ezeMjIzQrl07/P3332WsGf1XWWJrY2ODiRMnwsTEBLNmzSpLVUmK1OP26NEjDBgwADKZDN999x0sLCzg7e2tkX3viy++wLlz58r9O1Ik9TiXxhtvvIGxY8di4MCBsLCwQO3atdGlSxdER0ejadOmMDU1xb59+7B06VJUq1YNq1evhpGREb7//nsIIbBs2TIsW7YMANCkSRPNJeIa661mwDZv3iz+/PNPIYQQ6enpYvDgweLUqVM6LhVpCuNtuBhb/cS4VQ7aivOjR49Ep06dKvx3y0IvW8p0LefKOCsrCwqFAk5OTrCzsyt0+sjIyEIfg2/evDlWrFihoZJSRSgs3sOHD0dycnKB82zZskXV0Zeki7HVT6U9BpfGggUL1LqK5BYQEICePXtWyHKoeJVx/5QJoac9EImIiIgMiF529CciIiIyNEzKiIiIiCSASRkRERGRBDApIyIiIpIAvXn68sWLZGRlZT+TULduDSQkJOm4RNKVUz9VqshQu3Z1XRenWIxtyelrbBnXouWuH8bWsOhbbHk8LjlNxFZvkrKsLKHaUHL+psLpU/0wtqWjT/WTO7b6VG5d0Lf6YWxLTp/qh8fj0qno+uHtSyIiIiIJ0JuWMn1Rs5YZqpn+r1rT0jOR+DpVhyWiisLYVk6Me9EyFEpYWtZU/c36IamT8j7NpKyCVTM1hnzqPtXfB5Z5IFGH5aGKw9hWTqWJu5QP9ppS1cSI+wXpFSkfy5mUERFVECkf7IlI+piUERERERUjb0t4hkJZ4ctgUkZERERUjIJawitauZKykSNHIiEhAcbG2T8TFBSEhw8f4scff4RCocCoUaPg6ekJAIiIiMDChQuRnp4OZ2dn+Pr6lr/0JZA7s9Wn/h2VsW9KZcHYEhFRQcqclAkhEBkZiVOnTqmSstjYWPj6+mL37t2oWrUqhg4dCmtrazRp0gSBgYHYtGkTGjZsCB8fH4SHh8POzq7CVqQwuTNbferfwb4phouxJSKigpQ5KYuMjIRMJsPnn3+OhIQEfPzxx6hevTp69uwJCwsLAICjoyOOHDmCHj16oFmzZmjatCkAQC6X48iRI1pJysqKrRlUkfJuT5Ud9y8iovzKfJZ4/fo1bGxsMGfOHKSlpWHkyJFwdnaGpaWlahorKytcv34dcXFx+YbHxsaWr+QaxtYMqkh5W2x1RSpdDrh/ERHlV+akrHPnzujcuTMAwNzcHEOGDMHChQsxbtw4telkMhmEyP8ZAplMVqrl1a1bQ+3vnJcVZiiUqGpipBqe9++8cr/ksLTKOm9h82my7OVZTzJM+tLloLLI3Vqoiae4iEj/lDkpu3z5MhQKBWxsbABkH/AbN26MZ8+eqaaJi4uDlZUV6tevX+Dw0khISFJ9Y8rSsibi4xNV/897xZ0zLmd8brnHFaWgpKYk85ZmvqLKXtbl58wbH5+IKlVk+ZLZkpJKi0pu+vTQhhRvVxp6lwN9I5XWUyKSjjKfNRITExESEoJt27ZBoVBgz549WLJkCfz8/PD8+XOYmZnh6NGjmDdvHtq0aYMHDx4gOjoaTZo0QVhYGAYPHlyR60EVSKotKvr00IY2Hp0uLX3tciDlZFyKyTcR6a8yH03s7e1x7do1DBgwAFlZWRg+fDi6du0KX19fjBw5EgqFAkOGDEGHDh0AAMHBwZg4cSLS09NhZ2cHJyenClsJqlhsUTFM2u5yAKh3OyjulnpR43Mn49UkcGs+d1mLS75L2pWAXQ6IqFyXeFOmTMGUKVPUhsnlcsjl8nzT2tjYYP/+/eVZnEreD+BqQ+5l5r1aN7SrZX1tUaGiabvLAfC/bge5uxwApb/NX5LpNKWospbkOFTa9SpPtwMi0m96mUnk/gCutm4L5V1m7sOsofUNkcpDHMUpa2Ke+4GK4h6u0FQZyvM7ZV0muxwUjq/oICIp0MukrCi6aEUrjYpqVdNkPxupPMSRV0W1mOR+wCLvgyHFzZdXSctaHG08xMEuB4XjKzqISAoMLinL3aIFSK/lqqJa1TTZ6V0fWlTyJt/pGUqYVv1fixdbOgqmqy4HUiDlBwaIiAADTMrKSur9wopqAcw7rrzvPNKHFpWCkm+2dFBR9Onp3bKQ4mts9A0Td8Mk9fN7bvpRSi2Q4isMciuqBVATrYNSeIiDB0WikpHSa2zKug9rql9faRKtikrc+WJgaZH6+T03JmUkKUU9UEFEBZPSa2zKug9rql+fLlpIDe3hr4omtRZJKTUGMCkjIoNR0oN9eR4IkuLDRHyNTcnkjZ2uT8AlZWi3pqXWlUBKjQFMyjRMigfwykBKVz6kPSU92Jfnlr8uXslTHF2/GLgouvjecGEKintRLyPWxStv8pLSrWnSPCZlGib1p0ENlZSufKh4uZPovE/SFkVTHXgr6mJKWxcHun4xcFE0/b3hsvxuYcuoyNfuFPQ7ZXmVjZRuTZPmMSkrA7Z+6ZfSxKs0nY3LmkhQfnmT6JJeyGiqA29FtYZp6+JAH15jUx6l2S/16Um7kuCtae0q7nVLmmY4W64WsfVLv5QmXqXpbFzWRIKoounDa2zKozT7pT49aVcS+vKFlfKQwtdZchT1uqXyfNu2pCp1Uia1Kyq2wEmPrmOSdxvV18frNXE7kNRV5hcDGzKpfmGlPLT9dRZNHjMq+pu10slIdEBqjy1LsQNxZafrmBjKVX9FtS6zlVq/GOqXN7T5rVRDvzVN6ipVUsarbJI6qbXeUsWpjMcfQ/3yhja/lWrot6ZJXaU6+vMqm/KS2onSUFrGKD8ef6iseGu68qhUSRlRXjxREhFpVlnvAJT1afjippUyJmVEOia11joioopU1jsAeefbFexW6LEy7wV2UdNKGZMyIh3T9cMERET6oDR3NvT1uMqkjIiIJKc8L33WNrZ2U0VhUkZERJJTmpYOXb/eiH1TqaIwKSMiIp1gCxORunIlZatWrcLhw4cBAHZ2dpg+fToCAgJw5coVmJmZAQAmTJiA/v37IyIiAgsXLkR6ejqcnZ3h6+tb/tITEZHeKmu/H34hggxVmZOyiIgInD17Fnv27IFMJsOYMWNw7Ngx3Lx5E5s3b1b7tENaWhoCAwOxadMmNGzYED4+PggPD+eX66lIPGBSeXD7MVz8QgQZqjInZZaWlpgxYwaqVq0KAGjZsiViYmIQExODWbNmISYmBv3798eECRNw/fp1NGvWDE2bNgWQ/dK7I0eOMCmjIvGAWfEqU+s2tx8qD0N57xXplzInZa1atVL9PyoqCocOHcLWrVtx8eJFBAUFwdzcHD4+Pti5cyfMzc1haWmpmt7KygqxsbHlKzlpVGU6eVcWbN0mKrmCknp9/CSUtuR+ArY0CSyTX3Xl7uh/7949+Pj4wN/fHy1atMDq1atV47y8vLB3794Cv70lk8lKtZyK+Pp6ZVKe2zY8eRsmtm4TkabkfQK2pAksk191Vcoz85UrVzBq1ChMnToVAwcOxN27d/Hbb7+pxgshYGxsjPr16+PZs2eq4XFxcWon9pJISEhCfHwi4uMrc7hKLj4+EQkJSWWaN/fJ28TEJN/JWy6XIyQkBFlZWWonb2NjY9XJm6SnVatW6NSpE4D/tW736dMHPXv2xIIFCxAaGorLly9j586diIuLY+s2EZGWlTkpe/LkCcaPH4+lS5fC1dUVQHYStmDBArx69QoKhQLbt29H//790bFjRzx48ADR0dFQKpUICwuDra1tha0EVSyevA3bvXv34O3trda6XbduXZiZmcHLywvh4eEQQuSbr7St20B2Czc725eMpWVNWFrW5F0BokqszLcvf/nlF6SnpyM4OFg1bOjQoRg7diyGDRuGzMxMODg4wM3NDQAQHByMiRMnIj09HXZ2dgXe0iRp4a1paSpPknPlyhVMmjQJgYGBcHV1xd27dxEVFQVHR0cAFdu6DWS3cGdlCSZmJZBzF6BKFRn3CQmqjE/z5l3n9AwlTKsaAWDfL00pc1I2c+ZMzJw5s8Bxnp6e+YbZ2Nhg//79ZV0caZk2T945J26gfAlHZREfn1imE3dO6/by5cthY2MD4H+t2z179oS5uTm2b9+OgQMHqrVuN2nSBGFhYRg8eLAmVodIL+jrtxTLo6D+Xjl/a+qD35Ux+c2Nb/SnfHjyNkxs3SaiiqKpV85UxuQ3NyZllA9P3oaJrdtERNLGpIzy4cmbiIhI+8r1SgwiIiIiqhhMyoiIiIgkgLcviYiIqMJU9icoy4NJGREREVUYTT2ZWRnw9iURERGRBDApIyIiIpIAJmVEREREEsCkjIiIiEgCmJQRERERSQCTMiIiIiIJYFJGREREJAFMyoiIiIgkgEkZERERkQQwKSMiIiKSACZlRERERBLApIyIiIhIApiUEREREUkAkzIiIiIiCWBSRkRERCQBWk3KDhw4ABcXF/Tv3x9btmzR5qJJwxhbw8XYGibG1XAxtvrLWFsLio2NxfLly7F7925UrVoVQ4cOhbW1Nd5++21tFYE0hLE1XIytYWJcDRdjq9+01lIWERGBnj17wsLCAubm5nB0dMSRI0e0tXjSIMbWcDG2holxNVyMrX7TWktZXFwcLC0tVX9bWVnh+vXrJZ6/ShWZ2t9Wtc0K/H9xf5d1nL79TpUqsnx1pim6iq0U6lkXv6OvsdW3etb27+TUlTZiW964AiWPrdTqWRe/o0+xLep4nPdvqdWzLn6nomMrE0KICvmlYqxZswapqanw9fUFAOzYsQM3btxAUFCQNhZPGsTYGi7G1jAxroaLsdVvWrt9Wb9+fTx79kz1d1xcHKysrLS1eNIgxtZwMbaGiXE1XIytftNaUtarVy+cO3cOz58/R2pqKo4ePQpbW1ttLZ40iLE1XIytYWJcDRdjq9+01qesfv368PX1xciRI6FQKDBkyBB06NBBW4snDWJsDRdja5gYV8PF2Oo3rfUpIyIiIqLC8Y3+RERERBLApIyIiIhIApiUEREREUkAkzIiIiIiCZBUUlbcR1TDw8Mhl8shl8sxdepUJCcnAwDu37+P4cOHw8PDA5988glu376t7aJr1aJFizBjxox8w69fv47BgwdDLpfDx8cH8fHxAIBnz55h3LhxcHNzwyeffIK//vpL20UuNraRkZHw8vKCu7s7Ro8ejVevXgEA9u7di969e8PDwwMeHh5Yvny5touuNUlJSXBzc8Pjx4/zjTt27BjkcjlcXV0xY8YMZGRkAABiYmLg6ekJJycnfPHFF6p9QtuKKnthsZVK2TVt5cqVcHFxgaurK9avX1/odP7+/ti9e7fqbynUT1H77e3bt1X7pYeHB/r06QM3NzfJlF1bitr2V61aBXt7e1Ud5dTh7du3MXjwYDg6OuLrr79GZmamtotdZLkLK19limtx+63GYisk4unTp8Le3l68ePFCJCcnC7lcLu7du6ca/+rVK9GzZ0/VsJ9++knMmzdPCCHE0KFDxcmTJ4UQQkRERAi5XK79FdCSiIgIYW1tLfz9/dWGZ2VlCTs7O3Hu3DkhhBAHDx4UPj4+Qgghpk6dKlauXCmEEOLhw4fiww8/FKmpqVorc3GxzcrKEg4ODiI8PFwIIcSSJUvE4sWLhRBCBAUFiQMHDmitrLpy9epV4ebmJtq1aycePXqkNi45OVn07t1bxMfHCyGEmDJliti2bZsQQoixY8eKsLAwIYQQq1atUtWbNhVV9qJiK4Wya9qFCxfE0KFDhUKhEKmpqcLe3l7cv39fbZqnT58KHx8f0aFDB7Fr1y7VcF3XT3H7bW4pKSnC1dVVXLp0SQih+7JrS1HbvhBC+Pj4iD///DPfcFdXV/HXX38JIYQICAgQW7Zs0XRR1RRX7sLKV1niWpL9VlOxlUxLWXEfUY2KikKjRo1UX7q3t7fH8ePHAQAfffSR6uV4bdq0wZMnT7S/Alrw8uVLLF++HOPGjcs37sWLF0hLS0PPnj0BZNfP2bNnkZGRgdu3b8PZ2RkA0LRpU1hYWGi1tay42N66dQvm5uaqGI4bNw6enp4AgBs3bmDv3r1wd3fHtGnTVK0shiY0NBSzZ88u8M3b5ubmOHnyJOrVq4eUlBQkJCSgVq1aUCgUuHTpEhwdHQEAgwYN0smHh4sqe2GxlUrZNa1Hjx7YuHEjjI2NkZCQAKVSCXNzc7VpDhw4gA8//FC1jwKQRP2U5sPWa9euRffu3dGtWzdJlF1bitr2AeDmzZtYt24d5HI5goKCkJ6ejn///RdpaWno1KkTAN3UT1HlLqx8lSmuJdlvNRVbySRlBX1ENTY2VvX3W2+9hadPn+LOnTsAgMOHD6s+JTFo0CAYGRkBAEJCQtCvXz8tllx7vvnmG/j6+qJWrVr5xtWuXRvm5uY4e/YsAODgwYNQKBR48eIF3n33XRw8eBAA8Pfff+Off/5R+wyHphUX24cPH6JevXrw9/eHXC7H7NmzVTuApaUlJk6ciH379qFhw4YG+/22b7/9Ft26dSt0vImJCcLDw2Fvb48XL16gd+/eePHiBWrUqAFj4+x3QFtaWqrVq7YUVfbCYiuVsmuDiYkJQkJC4OrqChsbG9SvX19t/JgxY/DRRx+pDZNC/RS33+Z4/fo1QkNDMWHCBADSKLu2FLXtJycn45133oG/vz/27NmD169f44cffshXr7qon6LKXVj5KlNcgaL3W03GVjJJmSjgHbYy2f++ul6rVi0sWrQIs2bNwuDBg2FlZQUTExO1+RctWoRr164hMDBQK2XWph07dqBhw4awsbEpcLxMJkNISAjWrl2LAQMGIDExERYWFjAxMUFAQACio6Mhl8uxceNGWFtbq9WdphUX28zMTFy8eBEjRozAgQMH0LRpUwQHBwMAVq9ejY4dO0Imk2HMmDE4ffq01sotNXZ2drhw4QLs7e0xZ86cYutVCgqLrT6UvSJNmjQJ586dw5MnTxAaGlrs9FKon5KW4cCBA+jXrx/q1q1bqvkMXfXq1bFu3To0a9YMxsbG8Pb2Rnh4uOTrp7DySb3cmlDYfqvJ2EomKSvuI6pKpRINGjTAjh07sGvXLrRv3x5NmzYFkH3gnzZtGm7cuIGNGzeiZs2aWi+/ph06dAh//PEHPDw8EBISgpMnT2LBggVq0xgbG2PTpk3Yu3cvBg4ciKysLFhYWCAlJQXz5s3DgQMHMH/+fMTExODNN9/UWtmLi62lpSWaNWuG9957DwDg5uaG69evIzExERs2bFBNJ4RQXaVVJi9fvlS1gAKAXC7H3bt3UadOHSQlJUGpVAIA4uPjJffh4cJiqw9lrwj3799XPXhkZmYGBwcH3L17t9j5pFA/Jf2w9fHjx+Hi4qL6Wwpll4KYmBjs3LlT9XfO8StvvUqtfgorX2WKa3H7rSZjK5mkrLiPqMpkMnh7eyM2NhZCCPz666+qA8GiRYuQlJSEX3/91SATMgBYv349wsLCsG/fPkyaNAl9+/bN1yIYGBiI69evAwB+/fVXODk5oUqVKti8eTO2bdsGADh79iwUCgXatm2rtbIXF9vOnTvj+fPnqlvTJ0+eRLt27WBubo6ff/4Z165dAwBs3rwZ/fv311q5pUIIAT8/P8TExADIvnXfpUsXmJiYoFu3bjh06BCA7CdVpfbh4cJiqw9lrwiPHz/GzJkzkZGRgYyMDJw4cQJdu3Ytdj4p1E9JPmwthMCtW7fQuXNnSZVdCqpVq4YlS5bg0aNHEEJgy5Yt6N+/Pxo3bgxTU1NcuXIFgPTqp7DyVaa4FrffajS2pXosQMP2798vXF1dhYODg/jpp5+EEEKMGTNGXL9+XQghxO+//y7c3NyEg4ODmD17tsjIyBAJCQninXfeEf379xfu7u6qf4Zs165dqqcvAwMDxfHjx4UQQly7dk0MGDBAODo6ikmTJonExEQhhBAJCQli1KhRws3NTXzyySeFPkGlScXF9urVq2Lw4MHCxcVFeHt7i2fPngkhhLh06ZIYMGCAcHJyEuPGjROvX7/Wetm1yd7eXvU0VO76OXbsmHBzcxNyuVz4+vqq6uHx48dixIgRwtnZWXh7e4uXL19KruyFxVZKZdeklStXCmdnZ+Hm5iZCQkKEEOr1k8Pf31/t6Usp1E9x++2zZ89Er1698s0nhbJrU2Hb/pEjR1T1N2PGDJGeni6EEOL27dti8ODBwsnJSXz11Veq4VIpd2Hlq0xxLW6/1VRs+UFyIiIiIgmQzO1LIiIiosqMSRkRERGRBDApIyIiIpIAJmVEREREEsCkjIiIiEgCKt+bOCvI1atXsWzZMrx8+RJCCDRo0AD+/v5o1aqVrotG5cTYGi7G1nAxtoarUsW2gl7pUamkp6eLHj16iJs3b6qG7d27V9jZ2YnMzEwdlozKi7E1XIyt4WJsDVdliy1bysogNTUViYmJSElJUQ1zd3dHjRo1oFQqVR9HJ/3D2BouxtZwMbaGq7LFli+PLaP169djxYoVqFevHrp06QJra2u4urrCzMxM10WjcmJsDRdja7gYW8NVmWLLpKwckpKScOnSJVy6dAknTpwAAOzcudNgv79ZmTC2houxNVyMreGqNLHV7d1T/XT58mWxbt06tWEKhUI4OTmJw4cP66hUVBEYW8PF2BouxtZwVbbY8pUYZVCnTh38+OOPuHz5smpYfHw8UlNT0bp1ax2WjMqLsTVcjK3hYmwNV2WLLW9fltH58+fx/fff4+nTpzA1NUXNmjUxfvx42Nra6rpoVE6MreFibA0XY2u4KlNsmZQRERERSQBvXxIRERFJAJMyIiIiIglgUkZEREQkAUzKiIiIiCSASRkRERGRBDApIyIiIpIAJmVEREREEsCkjIiIiEgCmJQRERERSQCTMiIiIiIJYFJGREREJAFMyoiIiIgkgEkZERERkQQwKSMiIiKSACZlRERERBLApIyIiIhIApiUEREREUkAkzIiIiIiCWBSRkRERCQBTMqIiIiIJIBJWS6xsbEYOnQoAODRo0eYOHGiVpbr5eWFI0eO6Gz+ykZXcS6LmTNn4ubNm7ouht7Ql9g+fvwYnTt31nUxJElfYlic6OhofPbZZ/Dw8ICLiwt+/fVXXRdJJ6R2Xi1s35PKPsmkLJf69etj27ZtAICYmBg8ePBAxyUiTdCnOEdEREAIoeti6A19ii0VzFBiOGPGDLi4uGDfvn3Yvn07tm/fjnPnzum6WFpnKPHUFr1Lyi5cuIChQ4fCz88PAwYMgIuLC86fP4+MjAwsWLAAAwcOhLu7O2bMmIGkpCQAQN++fXHjxg3Vb+T8/fjxY9jZ2cHb2xuOjo7466+/0LlzZyiVSsycORMPHz7E6NGjAQB//vknhg8fjoEDB2LQoEH4/fffCyxfeHg45HI5PDw8MGPGDNja2uLx48clXr/ClpOSkoLp06fj448/hqOjIwYNGoTIyEi1eTMzMzF58mRMnToVmZmZpapXqTHEOMfHx+PLL7+Ek5MTXFxcsHHjRgDA1atX4enpiY8++ggffPABAgMDAQDLly9HXFwcpk2bhmvXrpW7TqWCsdV/hhhDLy8vLFu2DJ6enujbty/8/PyQlZUFAFizZg2GDBkCuVyOfv364dixYwCA77//HpMmTcLw4cPh6OiIyZMnq9Z3yJAhcHNzAwDUrFkTb775JmJiYspR65pjiPEEgGPHjmHQoEFwcXHBjz/+mG/8/fv30bdvX1U8Cxv++++/w8PDA3K5HJ988gnu3LkDoPDtolyEnjl//rx45513xH//+18hhBC//PKL8PT0FN9//70IDg4WWVlZQgghli1bJmbPni2EEMLe3l5cv35d9Rs5fz969Ei0bt1aXLp0SQghxKNHj0SnTp1Uy3F1dRVCCPHy5Uvh4OAgHj16JIQQ4unTp8LW1lb8+++/amV7/vy56NGjh7h9+7YQQojdu3eL1q1bq+YrzIgRI8Thw4eLXM7hw4fFvHnzVPPMmjVLBAUFqebfv3+/+PLLL8XcuXNVdaDPDDHO48ePF4sWLRJCCPH69Wvh6uoqoqKihK+vrzh//rwQQoikpCRhbW0tbty4UeA6GQLG9oZaOfWRIcZwxIgRYtKkSUKpVIrExETRu3dvce7cOfH48WPh5eUlUlNThRBChIWFCTc3NyGEECEhIcLW1lbEx8cLpVIpvvrqKxEcHJzvt8PDw0XXrl1FbGxsCWtYuww1nj4+PkKhUIjExETh5OQkTp06pSrP3bt3Rb9+/URERIRaOfMOj4+PF127dlXVzW+//SZGjx5d5HZRHsblT+u0r1GjRnjnnXcAAO+++y727NmDU6dOITExEREREQAAhUKBunXrFvtbxsbG6NSpU5HTXL16FfHx8Rg/frxqmEwmw927d9GoUSPVsMuXL6Nly5Zo27YtAGDgwIGYP39+iderqOU4OTmhadOm2LRpE6Kjo3Hx4kW1+9+LFi1CcnIyjh07BplMVuJlSpmhxTkiIgJ+fn4Asq+cw8LCAADBwcE4ffo01qxZg8jISKSlpSElJaXY39NnlT22FhYWxf6m1BlaDAHA3t4eVapUQY0aNdCsWTO8evUKPXv2xKJFi3DgwAFER0fj2rVrSE5OVs3j5OSEevXqAchuHVuwYAH8/f1V4/fs2YPg4GCEhITAysqqROXQBUOM55AhQ2BsbIwaNWrA0dERERERaNmyJTIyMjBy5Ej06NEDNjY2qukLGv7nn3+iVatWqrpxcHCAg4MDABS5XZSVXiZl1apVU/1fJpNBCIGsrCwEBgbCzs4OAJCcnIz09HTVdCJXv5yMjAzV/6tWrQpj46KrQalUomXLltixY4dqWGxsLOrUqaM2nZGRUb7+P1WqlPwOcVHL2bp1K0JDQ+Hp6Qm5XA4LCwu15lt3d3cIITBz5kysWbOmxMuUMkOLs7GxsVrC/OjRI9SuXRufffYZ2rZtiz59+sDZ2RnXrl0z+H5kjK3+M7QYFrZOt27dwpdffolRo0bh/fffR/fu3TF37ly15eXIyspSLUsIgUWLFuG3337Dhg0bVCd1qTLEeOaOjRBCrUyrV6/G9OnTcfToUVWSVdBwIyMjtX1bCIG7d+9CqVQWuV2Uld71KStM7969sWXLFmRkZCArKwuzZs3Cd999BwCoU6eO6gm2nOy8OEZGRlAoFACATp06ITo6GpcuXQIA3L59G46OjoiLi1Obp0uXLoiKilLdb/7tt9/w+vXrErdcFbWcs2fPYuDAgfjoo4/QvHlznDx5EkqlUjVvhw4dMGXKFDx8+BChoaElWp4+0uc429jYYNeuXQCAxMREfPrpp4iKisLNmzcxbdo0ODg4IDY2Fg8fPlT1ZTEyMtL7/oElVdlia4j0OYaFuXTpEtq3b4/PPvsMPXr0wIkTJ9SOvSdOnEBiYiKysrIQGhoKe3t7AMC3336LS5cuYdeuXZJPyAqj7/Hcu3cvhBB49eoVDh8+DFtbWwDZSWPXrl2xYMECzJ49W1X2goZ37NgR9+/fx7179wBkx9vPz6/Y7aKs9LKlrCBffvklFi1ahIEDB0KpVOKdd97BjBkzAADTpk3DnDlzsH37drRr1w7t2rUr9vdatWoFIyMjDBkyBDt27EBISAgWL16M9PR0CCGwePFiNG7cGADg4eGB+fPn47333sN3330Hf39/VKlSBe3bt4exsTHMzMxKtA516tQpdDne3t745ptvsHv3bhgZGaFdu3b4+++/1eY3NTVFcHAwvL290bNnT7z55pulrEXp0+c4f/PNN5gzZw7kcjmEEPDx8UH79u0xduxYDBw4EBYWFqhduza6dOmC6Oho2NjYoF+/fvD19cX8+fPRu3fv8leghFWm2DZt2rT8FSZB+hzDwri5ueHo0aNwcXGBiYkJbGxs8OrVK1WH93r16uHzzz/Hixcv0L17d4wbNw5PnjzB5s2b0ahRI3z22Weq3xo5ciQGDx5cpnLogr7Hs2bNmhg0aBDS0tIwYsQIWFtbq91hsra2hqurKwIDAzF79uwCh69btw5Lly6Fv78/lEolatSogeXLl8PCwqLQ7aJGjRqlrer/KXevNFJJTEwUixYtEikpKUIIIW7evCnef/99g+h4T//DOBsuxlb/aTOGISEhYu7cuRX+u/Q/lW2fNJiWMimoUaMGTExMVJ0LjY2NsWLFCly4cAELFy4scB5ra2uDeUy+smCcDRdjq/8YQ8NS2eIpE8JAep0SERER6TGD6ehPREREpM+YlBERERFJAJMyIiIiIglgUkZEREQkAXrz9OWLF8nIysp+JqFu3RpISEjScYmkK6d+qlSRoXbt6rouTrEY25LT19gyrkXLXT+MrWHRt9jyeFxymoit3iRlWVlCtaHk/E2F06f6YWxLR5/qJ3ds9ancuqBv9cPYlpw+1Q+Px6VT0fWjN0lZYWrWMkM10/+tRlp6JhJfp+qwRFRRGFsqD6ltP1IrD5UdY1l55I61NuKs90lZNVNjyKfuU/19YJkHEnVYHqo4jC2Vh9S2H6mVh8qOsaw8csdaG3FmR38iIiIiCWBSRkRERCQBen/7kkgK2MeEiIjKi0kZUQVgHxMiIiovvUzKMhRKWFrW1HUxSIfYMkVERIZGL5OyqiZGak9DUMUbOXIkEhISYGycvYkEBQXh4cOH+PHHH6FQKDBq1Ch4enoCACIiIrBw4UKkp6fD2dkZvr6+Gi8fW6aIiMjQ6GVSRpolhEBkZCROnTqlSspiY2Ph6+uL3bt3o2rVqhg6dCisra3RpEkTBAYGYtOmTWjYsCF8fHwQHh4OOzs7Ha+F5uVtrSvptGzVkx5dtLzmbvHPUCg1uiwi0g9MyiifyMhIyGQyfP7550hISMDHH3+M6tWro2fPnrCwsAAAODo64siRI+jRoweaNWuGpk2bAgDkcjmOHDlSKZKyvO+vKc20umrVk3oLqK7oouWVLf5ElBeTMsrn9evXsLGxwZw5c5CWloaRI0fC2dkZlpaWqmmsrKxw/fp1xMXF5RseGxuri2JrhCG1cLEFlIhI2gwuKcv7EIC+n0h1oXPnzujcuTMAwNzcHEOGDMHChQsxbtw4telkMhmEyP/dL5lMVqrl1a1bQ+3voh7iKOu48sjdmlGtFMvQVFnLOq++toBKOTHmAydE2aS8n+qTEiVlSUlJGDp0KNasWYMmTZoUelvj9u3bmDlzJpKSktCtWzfMnTsXxsbGiImJgZ+fHxISEtC8eXMsXboU1auX/2vqBcl9SwBgB/CyuHz5MhQKBWxsbABkt7A0btwYz549U00TFxcHKysr1K9fv8DhpZGQkKT6qKulZU3Exyeq/p9XYeMyFEpUNTFS/V1RB4Xcy8m7jOLklDXv7+QdV9ryxMcnokoVWb5ktjj62gIqlVu/BeEDJ0TZpLyfFkdKCWWxSdm1a9cwc+ZMREVFAQDS0tIKva3h5+eH+fPno1OnTggMDERoaCiGDx+OuXPnYvjw4XB1dcXq1avxww8/wM/PT9Prlg+vaksmMTERISEh2LZtGxQKBfbs2YMlS5bAz88Pz58/h5mZGY4ePYp58+ahTZs2ePDgAaKjo9GkSROEhYVh8ODBWi+zNpLxgpahT7TdAgqot4JWVEumtloZy7KcvC31pUnk+ZofKgz7gmqWlBLKYpOy0NBQzJ49G9OnTwcAXL9+vcDbGm+//TbS0tLQqVMnAMCgQYMQEhKCjz76CJcuXcLq1atVw0eMGKGTpIxXtSVjb2+Pa9euYcCAAcjKysLw4cPRtWtX+Pr6YuTIkVAoFBgyZAg6dOgAAAgODsbEiRORnp4OOzs7ODk56XgN9Iu2rtK03QIK/K8VNHcLaGmVtZWxqJbW8kxb1HwFJe5FtfwWtLyytIKS4WJf0Mql2KTs22+/Vfu7sNsaeYdbWloiNjYWL168QI0aNVQbU85wkrYpU6ZgypQpasPkcjnkcnm+aW1sbLB//34tlUw/lOYFx9q6StPHFlCiyk5f+4JS2ZS6o39htzVKO7y0ynrlWNzJ0VBvGRjqeukLKd7qZAsokf7R176gVDalTsoKu62Rd3h8fDysrKxQp04dJCUlQalUwsjISDW8tPJ2Bi+p4t4FVNZbKlJWns7gusZPaGmWobeAluaFvkRF9TOWSh9kKT8NXxQpHcfz9u0srq9naRpyKno9S3306tixY4G3NRo3bgxTU1NcuXIFXbt2xd69e2FrawsTExN069YNhw4dglwuVw0nKghfqEnlUZoX+hIV1c9YKn2QpfI0fHEq6glzTbC0rFloX8+c8bmVZlxF9wWtUtoZTE1NVbc1XFxc0KJFC9VtjaVLl2LhwoVwdnZGamoqRo4cCQCYPXs2QkND4eLigsuXL+e7UicqiZxWNCldgZFhyr2t1axlpuvikJ6pWctMtf2U9xNaiYmJWLx4MdLT05GUlKTqC3ru3Dk8f/4cqampOHr0KGxtbdUaTZRKJcLCwipNI0juOre0rIlab5gXer7IvX9L7XxS4paykydPqv5f2G2Ntm3bYufOnfmGN27cGJs2bSpjEYmysRWNtCXvtiada37SBxXZYsu+oCVTUMtmYTGQYp/fHOx8QQYvb9+Q9AwlTKtm9yfgu+q0o6K+tFGe38k9b+5tgEjq9L0vaFn750mlX582MSkjg1fcFRRbQTSvol7uW57fydv6VdIr5YpKBMlwMc5Fy3sM3hXsVugFUu79Sxf9+oqKZUEvh65oTMqIiIpQkYkg6a+iTtZSvh0mRcVdIOnyQrmoWGojzkzKiEhvsYWCtIUJNmkDkzIiCamovleVBVsoiMiQMCkjkhBtfFidyJBVxs7hmsKLRO1jUkYGqaS3tXRx0OEtN9KEkSNHIiEhQfWd4aCgIDx8+BA//vgjFAoFRo0aBU9PTwBAREQEFi5ciPT0dDg7O8PX11eXRa9QUnnpqyHgRaL2MSkjg1TS/h+6OOjwlpt+X4FLMakWQiAyMhKnTp1SJWWxsbHw9fXF7t27UbVqVQwdOhTW1tZo0qQJAgMDsWnTJjRs2BA+Pj4IDw/nR6upWLm3fV3ss3n3PUN8tQ2TMqJcpHjCNUT6fAUuxQ7fkZGRkMlk+Pzzz5GQkICPP/4Y1atXR8+ePWFhYQEAcHR0xJEjR9CjRw80a9YMTZs2BZD9vqsjR44wKaNi6fqlygUdN6S2L5YXkzKiXNiKpXv8qHjpvX79GjY2NpgzZw7S0tIwcuRIODs7w9LSUjWNlZUVrl+/jri4uHzDY2NjdVFsIsqDRz4ikpSC+gRR0Tp37ozOnTsDAMzNzTFkyBAsXLgQ48aNU5tOJpNBCJFvfplMVupl5v74sq5blzMUSlQ1Kfw2Vk75ipsu97QVSdf1o22841B2TMqIiPTc5cuXoVAoYGNjAyC7j1njxo3x7Nkz1TRxcXGwsrJC/fr1CxxeWgkJScjKErC0rIn4eN3efLa0rFnkbayc8uWeriTTVpSc36xSRaaWzBoq3nEouyq6LgAREZVPYmIiFi9ejPT0dCQlJWHPnj1YsmQJzp07h+fPnyM1NRVHjx6Fra0tOnbsiAcPHiA6OhpKpRJhYWGwtbXV9SpoTE6rDVtuSB+wpYyISM/Z29vj2rVrGDBgALKysjB8+HB07doVvr6+GDlyJBQKBYYMGYIOHToAAIKDgzFx4kSkp6fDzs4OTk5OOl4DzZHigxlUuMp+67NSJ2W5g1/UR1GJiKRuypQpmDJlitowuVwOuVyeb1obGxvs379fSyUjKrnKnkRX6qRMyh9FJQLyXzVmKJQ6LA0REWlSpU7KqHCrVq3C4cOHAQB2dnaYPn06AgICcOXKFZiZmQEAJkyYgP79+xv028F1jR1mibSnst86I91jUkb5RERE4OzZs9izZw9kMhnGjBmDY8eO4ebNm9i8ebPak1ppaWl8O7geYbJNVLjKfuusNJjAaka5kjJ+a80wWVpaYsaMGahatSoAoGXLloiJiUFMTAxmzZqFmJgY9O/fHxMmTMD169f5dnA9wWSbiCoKW/E1o8xJmaF/a02fv81XXq1atVL9PyoqCocOHcLWrVtx8eJFBAUFwdzcHD4+Pti5cyfMzc35dnA9wWSbpCzvlxwq0zG3OGzhrjzKnJQZ+rfW9PnbfBXl3r178PHxgb+/P1q0aIHVq1erxnl5eWHv3r0FPkpf2reDV4aXKVakst4ykHKyzVshVNCXHCrbMbcgbOGuXMr88ticb62tXr0aGzZswLZt2xATE1PggZzfWtM/V65cwahRozB16lQMHDgQd+/exW+//aYaL4SAsbFxhbwdPCEhCfHxiTp/K7i+iI9PREJCUpnnv3fvHry9vdWS7bp168LMzAxeXl4IDw+v0E/xlCTZyrkIyn1SrmxyXnDKi5Ti1axlpqovQ0/mc7dwm5iY5GvhlsvlCAkJQVZWlloLt7GxsaoBhPRHmVvKtP2tNSkcqPRp5y9PWZ88eYLx48dj+fLlap9tWbBgAXr27Alzc3Ns374dAwcOVHs7eJMmTRAWFobBgwdX1GpQBbty5QomTZqEwMBAuLq64u7du4iKioKjoyOAik22AfVP8VDRKtuneMqjMn0fVcot3FTxypyUaftbazkHd0B3yZG+tOTkfIuurAf3X375Benp6QgODlYNGzp0KMaOHYthw4YhMzMTDg4OcHNzA1C53g6uz5hsk77K29+sMmJ3Emmq6HykzFt5YmIiQkJCsG3bNigUCtW31vz8/PD8+XOYmZnh6NGjmDdvHtq0aaP3B/jcfV4MvQPqzJkzMXPmzALH5TxNmxvfDq4fmGyTPsnbz7CytIwVRJst3FJoANEnFd3CXeakrLJ9ay3v+2v0o82M6H+YbJM+4TvDsrGFu3IpV3swv7VGRESkOWzhrlwq9016IiIiCWMLd+XCpIyIiDSCL4QlKh0mZWVQmd/2T0RUUnwhLFHpMCkrA77tn4io9HhBS1Q0JmVERKQVeS9odwW78bULRLmU+TNLRERE5cHPaxGpY0sZERGVWd5bkukZSphWNdJhiYj0F5MyIiIqs4L62PKlr0Rlw9uXRERERBLApIyIiIhIAnj7soLxZYlERERUFkzKKhhflkhERERlwaRMw/iyRCIiIioJJmUVIG/ilRvf/k9EREQlwY7+FYAvQCQiIqLyYlJGREREJAFMyoiIiIgkgEkZERERkQRoNSk7cOAAXFxc0L9/f2zZskWbiyYNY2wNF2NrmBhXw8XY6i+tPX0ZGxuL5cuXY/fu3ahatSqGDh0Ka2trvP3229oqgiTkflLTUF6PwdgaLsbWMDGuhoux1W9aaymLiIhAz549YWFhAXNzczg6OuLIkSPaWrxk5H5SM/eb/4HsrwFYWtaEpWVN1KxlpqMSlh5ja7gYW8PEuBouxla/aa2lLC4uDpaWlqq/rayscP369RLPX6WKTO1vq9pmBf6/uL/LOk4Tv1PQ+81Gzz8KAPjR/0O1cekZSphWNfrf3+mZSEpKAwDUqFENprkSvAyFElWqyPLVmaboKrb6Gvfy/o6+xlbf6lnbv5NTV9qIbXnjCpQ8tlKrZ138jj7Ftqjjcd6/pVbPuvidio6tTAghKuSXirFmzRqkpqbC19cXALBjxw7cuHEDQUFB2lg8aRBja7gYW8PEuBouxla/ae32Zf369fHs2TPV33FxcbCystLW4kmDGFvDxdgaJsbVcDG2+k1rSVmvXr1w7tw5PH/+HKmpqTh69ChsbW21tXjSIMbWcDG2holxNVyMrX7TWp+y+vXrw9fXFyNHjoRCocCQIUPQoUMHbS2eNIixNVyMrWFiXA0XY6vftNanjIiIiIgKxzf6ExEREUkAkzIiIiIiCWBSRkRERCQBTMqIiIiIJIBJGREREZEESC4pK+7r9pGRkfDy8oK7uztGjx6NV69eAQAuX76MQYMGQS6XY9y4carhhmjRokWYMWNGoeNXrlyJ77//XvX3P//8g6FDh8Ld3R1eXl74999/tVHMfJKSkuDm5obHjx/nG1dYXGNiYuDp6QknJyd88cUXSE5O1naxtWLlypVwcXGBq6sr1q9fX+h0/v7+2L17t+pvKdRPWffZvXv3onfv3vDw8ICHhweWL1+u7aJrTVHb/rFjxyCXy+Hq6ooZM2YgIyMDgPRje/v2bVXsPDw80KdPH7i5uSEhIUFteN++fdG5c2etl10bittvV61aBXt7e1Vd5NTh7du3MXjwYDg6OuLrr79GZmamVsu9Y8cOtRh17do13xv/w8PDIZfLIZfLMXXq1Hzb39OnT9GjR48Ct2l9dfLkSQwaNAhOTk6YP38+gOxvicrlcjg4OBR6jHr8+DE8PT3h4eGhdo6NiYlB586dVfU8evTo4gshJOTp06fC3t5evHjxQiQnJwu5XC7u3bunGp+VlSUcHBxEeHi4EEKIJUuWiMWLFwshhOjXr59q2iVLlohly5ZpfwW0ICIiQlhbWwt/f/98416/fi0CAgJEhw4dREhIiGr4iBEjVHW2detW8dVXX2mtvDmuXr0q3NzcRLt27cSjR4/UxhUV17Fjx4qwsDAhhBCrVq1SDTckFy5cEEOHDhUKhUKkpqYKe3t7cf/+fbVpnj59Knx8fESHDh3Erl27VMN1XT/l2WeDgoLEgQMHtFpeXShq209OTha9e/cW8fHxQgghpkyZIrZt2yaEkH5sc0tJSRGurq7i0qVLasOVSqUYMWKE2L9/vzaKrFUl2W99fHzEn3/+mW9eV1dX8ddffwkhhAgICBBbtmzRRpEL9Pfff4v+/fuLhIQE1bBXr16Jnj17quL9008/iXnz5qnGK5VK4e3tLTp16pRvm9ZXDx8+FL179xZPnjwRGRkZYtiwYeLUqVPCzs5OPHz4UCgUCuHt7S1OnTqVb95p06apYrhx40YxdepUIYQQR44cEbNmzSpVOSTVUlbc1+1v3boFc3Nz1duJx40bB09PTwDAoUOH8Pbbb0OhUCA2Nha1atXSyTpo0suXL7F8+XKMGzeuwPEnTpzAW2+9hc8++0xt+Pr162Fra4usrCzExMTopG5CQ0Mxe/bsAj/3UVhcFQoFLl26BEdHRwDAoEGD1LYHQ9GjRw9s3LgRxsbGSEhIgFKphLm5udo0Bw4cwIcffghnZ2fVMCnUT3n22Rs3bmDv3r1wd3fHtGnTDLZ1u6ht39zcHCdPnkS9evWQkpKChIQE1KpVSy9im9vatWvRvXt3dOvWTW34rl27YGZmBrlcro0ia1VJ9tubN29i3bp1kMvlCAoKQnp6Ov7991+kpaWhU6dOAHR/XJszZw58fX1Rp04d1bCoqCg0atQIb7/9NgDA3t4ex48fV43/+eef0atXL9SuXVvr5dWUY8eOwcXFBQ0aNICJiQmWL18OMzMzNGvWDE2bNoWxsTHkcnmBscrKykJSUhIAIDU1FdWqVQOQfYz7+++/MWjQIIwcORJ3794tthySSsoK+rp9bGys6u+HDx+iXr168Pf3h1wux+zZs1U7gYmJCe7evQs7OztcuHABrq6uWi+/pn3zzTfw9fUtNKkaMGAAxo4dCyMjI7XhxsbGeP36NWxtbfGf//wHH3/8sTaKq+bbb7/Nd8DOUVhcX7x4gRo1asDYOPvDE5aWlmrbgyExMTFBSEgIXF1dYWNjg/r166uNHzNmDD766CO1YVKon/Lss5aWlpg4cSL27duHhg0bGuwHk4va9oHs2IeHh8Pe3h4vXrxA79699SK2OV6/fo3Q0FBMmDBBbbhSqcSPP/6IqVOnarysulLUfpucnIx33nkH/v7+2LNnD16/fo0ffvghX73q8rgWERGBtLQ0tYs9AHjrrbfw9OlT3LlzBwBw+PBh1fc0b968iQsXLuS7+Nd30dHRUCqVGD16NNzd3bF169YS7wOTJ0/Ghg0b0KdPH/z666/4/PPPAQCmpqYYMGAAdu/ejdGjR2P8+PGq7gmFkVRSJgr4uIBMJlP9PzMzExcvXsSIESNw4MABNG3aFMHBwarxbdq0QUREBL788kv4+vpqpczasmPHDjRs2BA2NjZlmr9WrVo4e/YsvvvuO3zxxRdQKpUVXMKyKyyuxW0PhmbSpEk4d+4cnjx5gtDQ0GKnl0L9lGefXb16NTp27AiZTIYxY8bg9OnTWiu31ORcTNrb22POnDl6EdscBw4cQL9+/VC3bl214WfOnEHz5s3Rpk0bjZVRCgrbb6tXr45169ahWbNmMDY2hre3N8LDwyUR2xzbtm0rMLmqVasWFi1ahFmzZmHw4MGwsrKCiYkJUlNTERQUhHnz5qFKFUmlD+WmVCpx7tw5LFmyBKGhobhx40aB/eUKipW/vz+CgoJw5swZzJ07FxMmTIAQAhMnTsTQoUMBZO/j5ubmiIyMLLIckqrV4r5ub2lpiWbNmuG9994DALi5ueH69etIT09Xa1p1d3cvUTOhPjl06BD++OMPeHh4ICQkBCdPnsSCBQtKPG/OgcDW1hZpaWmSulVUWFzr1KmDpKQkVQIZHx9f4C0gfXf//n3cvn0bAGBmZgYHB4cSbb9SqJ+y7rOJiYnYsGGDajohhKpVqDJ5+fIlzp49q/pbLpfj7t27ehHbHMePH4eLi0uJhxuK4vbbmJgY7Ny5U/V3zjaet151dVzLyMjApUuX0Ldv33zjlEolGjRogB07dmDXrl1o3749mjZtisuXL+PZs2f44osv4OHhgbi4OIwdO7bYREMf1KtXDzY2NqhTpw6qVauGDz/8EH/88Uex+8Dz588RGRmJfv36AQAcHR0RHx+PFy9eYNOmTXjx4oVq2pIc5ySVlBX3dfvOnTvj+fPnqibVkydPol27djA2NsbcuXNx8+ZNANlNrV26dNHJOmjK+vXrERYWhn379mHSpEno27cvAgMDSzTvr7/+imPHjgEAzp8/j9q1a6v1H9C1wuJqYmKCbt264dChQwCyn9bLvT0YisePH2PmzJnIyMhARkYGTpw4ga5duxY7nxTqp6z7rLm5OX7++Wdcu3YNALB582b0799fq2WXAiEE/Pz8EBMTA+B/xy59iG1O+W/dulXg05VXr14t8ratvituv61WrRqWLFmCR48eQQiBLVu2oH///mjcuDFMTU1x5coVALo7rt29exdvvfVWvn5wQHZrkLe3N2JjYyGEwK+//goXFxf06dMHJ0+exL59+7Bv3z5YWVnhp59+QosWLbRe/opmb2+Ps2fP4vXr11AqlThz5gycnJzw4MED1a3NsLCwfLGqXbs2TE1NcfnyZQDAlStXUL16ddSpUweXLl1SJeYXL15EVlZW8XVV+mcUNGv//v3C1dVVODg4iJ9++kkIIcSYMWPE9evXhRDZTzINHjxYuLi4CG9vb/Hs2TMhhBCXLl0SAwcOFO7u7uLzzz8XT5480dk6aNquXbtUT18GBgaK48ePq40PCQlRe/ry3r17YujQocLd3V14enqKv//+W6vlzc3e3l71tE5J4vr48WMxYsQI4ezsLLy9vcXLly91VnZNWrlypXB2dhZubm6q2OWunxz+/v5qT19KoX7Ks88OGDBAODk5iXHjxonXr19rvezaVNi2f+zYMeHm5ibkcrnw9fVV1YM+xPbZs2eiV69eBc7boUMHkZaWprWy6kJx++2RI0dU9TdjxgyRnp4uhBDi9u3bYvDgwcLJyUl89dVXquHadPDgQTFlyhS1YbnL/vvvvws3Nzfh4OAgZs+eLTIyMvL9Ru5t2hDs2LFDFa+5c+cKpVIpIiIihFwuFw4ODuLbb78VWVlZQgj1c++1a9fEkCFDhJubm/jkk0/ErVu3hBDZTzCPGjVKuLq6ikGDBonbt28XWwaZEAXc4CYiIiIirZLU7UsiIiKiyopJGREREZEEMCkjIiIikgAmZUREREQSwKSMiIiISAIq39saK8jVq1exbNkyvHz5EkIINGjQAP7+/mjVqpWui0blxNgaLsbWcDG2hqtSxVYDr/oweOnp6aJHjx7i5s2bqmF79+4VdnZ2IjMzU4clo/JibA0XY2u4GFvDVdliy5ayMkhNTUViYiJSUlJUw9zd3VGjRg0olcp8HwQn/cHYGi7G1nAxtoarssWWL48to/Xr12PFihWoV68eunTpAmtra7i6usLMzEzXRaNyYmwNF2NruBhbw1WZYsukrBySkpJw6dIlXLp0CSdOnAAA7Ny5EzVr1tRxyai8GFvDxdgaLsbWcFWa2Or27ql+unz5sli3bp3aMIVCIZycnMThw4d1VCqqCIyt4WJsDRdja7gqW2z5SowyqFOnDn788UfVV+EBID4+HqmpqWjdurUOS0blxdgaLsbWcDG2hquyxZa3L8vo/Pnz+P777/H06VOYmpqiZs2aGD9+PGxtbXVdNConxtZwMbaGi7E1XJUptkzKiIiIiCSAty+JiIiIJIBJGREREZEEMCkjIiIikgAmZUREREQSwKSMiIiISAKYlBERERFJAJMyIiIiIglgUkZEREQkAf8P4uXV6CNS9+4AAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 792x504 with 15 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plotDistributions(LV3Params[:,passIdxsLV3],paramsList,20,xlabels='S',title = 'Passing LV3 Params')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 126,
   "id": "747b422d-20d9-4bf8-b682-44a439f9d0bc",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "from 129 Passing Networks\n",
      "0.09 uS\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1440x720 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "TestpassParams = totalParamsLV3[:,passIdxsLV3]\n",
    "TestparamsList = fullParamsList()+LV3CritList()\n",
    "plotCorrelogram(TestpassParams,TestparamsList,'weighted pooled Low gSyn')\n",
    "print(\"from %d Passing Networks\" %(int(TestpassParams.shape[1]/80)))\n",
    "print(\"0.09 uS\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "5166ed8a-001a-4957-a5ba-919bca56100b",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "from 113 Passing Networks\n",
      "0.09 uS\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1440x720 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "TestpassParams = totalParamsLV3PassingMed\n",
    "TestparamsList = fullParamsList()+LV3CritList()\n",
    "plotCorrelogram(TestpassParams,TestparamsList,'weighted pooled Med gSyn')\n",
    "plt.savefig(\"Med gSyn.png\",dpi=300)\n",
    "print(\"from %d Passing Networks\" %(int(TestpassParams.shape[1]/80)))\n",
    "print(\"0.09 uS\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "fbb18659-a942-40eb-889d-537bd8dc2e83",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "from 42 Passing Networks\n",
      "0.12 uS\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1440x720 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "TestpassParams = totalParamsLV3PassingHigh\n",
    "TestparamsList = fullParamsList()+LV3CritList()\n",
    "plotCorrelogram(TestpassParams,TestparamsList,'weighted pooled High gSyn')\n",
    "print(\"from %d Passing Networks\" %(int(TestpassParams.shape[1]/80)))\n",
    "print(\"0.12 uS\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a0a588b9-eb49-4cc9-ad12-1e978e239c21",
   "metadata": {},
   "source": [
    "# generate a table of the parameters according to compartment that has  values in a certain range"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "81a72eda-9931-4ab5-9878-58fcbbf512dc",
   "metadata": {},
   "outputs": [],
   "source": [
    "cTest = pd.DataFrame(np.corrcoef(paramsLV3PassingLow),index = fullParamsList(),columns = fullParamsList())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "0b7a8d71-0667-49b8-8f87-d337a0caa0a1",
   "metadata": {},
   "outputs": [],
   "source": [
    "cTest[np.logical_and(cTest > 0.1,cTest < 0.99)]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "id": "734cf872-e633-4578-a5ed-0efa476b6cd4",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1800x1080 with 225 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "pd.plotting.scatter_matrix(cTest,figsize=(25,15))\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "11a6da6e-0c7c-4a9b-b0a3-920709dd8c07",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 113,
   "id": "43762389-5b6c-45cb-a4dc-3a724ebb0861",
   "metadata": {},
   "outputs": [],
   "source": [
    "def getRes(rType):\n",
    "    var = \"paramsLV3Passing\" + rType\n",
    "    TestpassParams = globals()[var]\n",
    "    TestparamsList = fullParamsList()\n",
    "    CorrRange = [0.06,0.999]\n",
    "    \n",
    "    def Report(df,Key):# so we can easily get soma or neurite\n",
    "        r1 = [True if Key in CorrsDF.loc['conductance1'][i] else False for i in range(len(CorrsDF.loc['conductance1']))]\n",
    "        r2 = [True if Key in CorrsDF.loc['conductance2'][i] else False for i in range(len(CorrsDF.loc['conductance2']))]\n",
    "        query = np.logical_and(r1,r2)\n",
    "        return pd.DataFrame([CorrsDF.loc['conductance1'][query],CorrsDF.loc['conductance2'][query],CorrsDF.loc['Pearsons_R'][query]])\n",
    "# gets a data frame of all the values on the left lower diagonal which are in the CorrRange of interest \n",
    "\n",
    "    TestpassParamsCorr = np.corrcoef(TestpassParams)\n",
    "    rList,cList,corrVals = [],[],[]\n",
    "    for i in range(len(TestparamsList)):\n",
    "        for j in range(len(TestparamsList)):\n",
    "            if i >= j:#then we are in the right side of the correlogram\n",
    "                pass\n",
    "            elif CorrRange[0] < np.abs(TestpassParamsCorr[i][j]) < CorrRange[1]:\n",
    "                rList.append(TestparamsList[i])\n",
    "                cList.append(TestparamsList[j])\n",
    "                corrVals.append(TestpassParamsCorr[i][j])\n",
    "\n",
    "    CorrsDF = pd.DataFrame(data = [rList,cList,corrVals]).dropna(axis=1)\n",
    "    CorrsDF.index = [\"conductance1\",\"conductance2\",\"Pearsons_R\"]\n",
    "\n",
    "    somaCorrs = Report(CorrsDF,'soma')\n",
    "    neuriteCorrs = Report(CorrsDF,'neurite')\n",
    "    somaList = list(somaCorrs.columns)# the column keys so we can drop them to find soma x neurite combos\n",
    "    neuriteList = list(neuriteCorrs.columns)\n",
    "    somaXneuriteList =  list(CorrsDF.drop(somaList + neuriteList,axis=1).columns)\n",
    "\n",
    "    sortedDF = CorrsDF[somaList + neuriteList + somaXneuriteList]\n",
    "    sortedDFList =  [\"soma\"]  * sortedDF[somaList].shape[1] +  [\"neurite\"]  * sortedDF[neuriteList].shape[1] + [\"somaXneurite\"] * sortedDF[somaXneuriteList].shape[1]\n",
    "\n",
    "    sortedDF.columns = sortedDFList\n",
    "    return sortedDF.T"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "2ac8af13-3976-43d7-9be9-4f9893f112ad",
   "metadata": {},
   "outputs": [],
   "source": [
    "LowPass = getRes('Low')\n",
    "MedPass = getRes('Med')\n",
    "HighPass = getRes('High')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "b53850cf-b95b-486d-ae93-2dcd4e82a7e7",
   "metadata": {},
   "outputs": [],
   "source": [
    "LowPass.to_csv('LowPass.csv')\n",
    "MedPass.to_csv('MedPass.csv')\n",
    "HighPass.to_csv('HighPass.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "1736d67c-2c8e-4fad-99a5-0dbd98b1b520",
   "metadata": {},
   "outputs": [],
   "source": [
    "rLow = list(LowPass[LowPass.keys()[0]])\n",
    "cLow = list(LowPass[LowPass.keys()[1]])\n",
    "valLow = list(LowPass[LowPass.keys()[2]])\n",
    "\n",
    "rMed = list(MedPass[MedPass.keys()[0]])\n",
    "cMed = list(MedPass[MedPass.keys()[1]])\n",
    "valMed = list(MedPass[MedPass.keys()[2]])\n",
    "\n",
    "rHigh = list(HighPass[HighPass.keys()[0]])\n",
    "cHigh = list(HighPass[HighPass.keys()[1]])\n",
    "valHigh = list(HighPass[HighPass.keys()[2]])\n",
    "\n",
    "comboLow = [(rLow[i],cLow[i]) for i in range(len(rLow))]\n",
    "comboMed = [(rMed[i],cMed[i]) for i in range(len(rMed))]\n",
    "comboHigh = [(rHigh[i],cHigh[i]) for i in range(len(rHigh))]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "a9326692-ff2f-44bd-b01e-784fc0887d10",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "g1           g2              Low xcorr   Med Xcorr \n",
      "\n",
      "soma_leak    neurite_leak     -0.6089    -0.4965\n",
      "soma_nap2    neurite_nap2     -0.1293    -0.1652\n"
     ]
    }
   ],
   "source": [
    "# Low and Med\n",
    "myList = []\n",
    "print(\"{0:12} {1:15} {2:11} {3:10}\".format(\"g1\",\"g2\",\"Low xcorr\", \"Med Xcorr\"))\n",
    "print(\"\")\n",
    "for i in range(len(comboLow)):\n",
    "    if (comboLow[i] in comboMed):\n",
    "        print((\"{0:12} {1:13} {2:10.4f} {3:10.4f}\".format(comboLow[i][0],comboLow[i][1],valLow[i],valMed[comboMed.index(comboLow[i])])))\n",
    "        myList.append((comboLow[i][0],comboLow[i][1],valLow[i],valMed[comboMed.index(comboLow[i])]))\n",
    "medLow = pd.DataFrame(myList,columns = [\"g1\",\"g2\",\"Low xcorr\", \"Med Xcorr\"])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "8217bf9e-e8f1-4ddb-9c19-03115a411a7f",
   "metadata": {},
   "outputs": [],
   "source": [
    "medLow.to_csv('medLow.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "94ac6584-eb92-4fb3-b5cd-d8d8fa437be3",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "g1           g2              Low xcorr   High Xcorr\n",
      "\n",
      "soma_leak    soma_skkca        0.1220     0.1118\n",
      "soma_bkkca   soma_skkca        0.1100    -0.1227\n",
      "neurite_cal  neurite_bkkca    -0.1024    -0.1091\n",
      "soma_leak    neurite_leak     -0.6089    -0.5145\n",
      "soma_nap2    neurite_nap2     -0.1293    -0.2306\n"
     ]
    }
   ],
   "source": [
    "# Low and High\n",
    "myList = []\n",
    "print(\"{0:12} {1:15} {2:11} {3:10}\".format(\"g1\",\"g2\",\"Low xcorr\", \"High Xcorr\"))\n",
    "print(\"\")\n",
    "for i in range(len(comboLow)):\n",
    "    if (comboLow[i] in comboHigh):\n",
    "        print((\"{0:12} {1:13} {2:10.4f} {3:10.4f}\".format(comboLow[i][0],comboLow[i][1],valLow[i],valHigh[comboHigh.index(comboLow[i])])))\n",
    "        myList.append((comboLow[i][0],comboLow[i][1],valLow[i],valHigh[comboHigh.index(comboLow[i])]))\n",
    "lowHigh = pd.DataFrame(myList,columns = [\"g1\",\"g2\",\"Low xcorr\", \"High Xcorr\"])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "5e5e91a4-855d-40e7-b820-0215332d4314",
   "metadata": {},
   "outputs": [],
   "source": [
    "lowHigh.to_csv('lowHigh.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "af0bbcce-8ea5-480e-9b0d-90610063ba1e",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "g1           g2              Med xcorr   High Xcorr\n",
      "\n",
      "neurite_leak neurite_nap2     0.1224     0.1942\n",
      "soma_leak    neurite_leak    -0.4965    -0.5145\n",
      "soma_leak    neurite_nap2     0.2184     0.2200\n",
      "soma_nap2    neurite_leak     0.1782     0.2311\n",
      "soma_nap2    neurite_nap2    -0.1652    -0.2306\n"
     ]
    }
   ],
   "source": [
    "# Med and High\n",
    "myList = []\n",
    "print(\"{0:12} {1:15} {2:11} {3:10}\".format(\"g1\",\"g2\",\"Med xcorr\", \"High Xcorr\"))\n",
    "print(\"\")\n",
    "for i in range(len(comboMed)):\n",
    "    if (comboMed[i] in comboHigh):\n",
    "\n",
    "        print((\"{0:12} {1:10} {2:10.4f} {3:10.4f}\".format(comboMed[i][0],comboMed[i][1],valMed[i],valHigh[comboHigh.index(comboMed[i])])))\n",
    "        myList.append((comboMed[i][0],comboMed[i][1],valMed[i],valHigh[comboHigh.index(comboMed[i])]))\n",
    "medHigh =  pd.DataFrame(myList,columns = [\"g1\",\"g2\",\"Med xcorr\", \"High Xcorr\"])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "2bd9c418-22ac-460d-aee8-5b8d176db2e3",
   "metadata": {},
   "outputs": [],
   "source": [
    "medHigh.to_csv('medHigh.csv')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c6944a0a-76ae-4a13-9c97-009ce3978ac3",
   "metadata": {},
   "source": [
    "# use data from Low run and Low Run large merged"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "bdd6eefc-e7c3-4648-9fbc-b4eda3fb0be4",
   "metadata": {},
   "outputs": [],
   "source": [
    "archivedPathLow = os.path.join(\"..\",\"CGresults\",\"fixed_Gsyn\",\"Low\")\n",
    "archivedPathLowLarge = os.path.join(\"..\",\"CGresults\",\"fixed_Gsyn\",\"LowLarge\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "3c95c1f6-bcd0-42d9-9d8a-f6d87112f1c9",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "using LV3\n",
      "using LV3\n"
     ]
    }
   ],
   "source": [
    "LV3ParamsLow =  np.array(pd.read_pickle(os.path.join(archivedPathLow,\"LV3\",\"passParamsRepeat.pkl\")))\n",
    "LV3ParamsLowLarge = np.array(pd.read_pickle(os.path.join(archivedPathLowLarge,\"LV3\",\"passParamsRepeat.pkl\")))\n",
    "\n",
    "LV3codedLow = np.loadtxt(os.path.join(archivedPathLow,\"LV3\",\"LV3RejectionResults.txt\"))\n",
    "LV3codedLowLarge = np.loadtxt(os.path.join(archivedPathLowLarge,\"LV3\",\"LV3RejectionResults.txt\"))\n",
    "\n",
    "LV3RawLow = np.loadtxt(os.path.join(archivedPathLow,\"LV3\",\"LV3RejectionRaw.txt\"))\n",
    "LV3RawLowLarge = np.loadtxt(os.path.join(archivedPathLowLarge,\"LV3\",\"LV3RejectionRaw.txt\"))\n",
    "\n",
    "LV3passIdxsLow,LV3failIdxsLow,LV3allIdxsLow = getPassIdxs(LV3codedLow,'LV3')\n",
    "LV3passIdxsLowLarge,LV3failIdxsLowLarge,LV3allIdxsLowLarge = getPassIdxs(LV3codedLowLarge,'LV3')\n",
    "\n",
    "paramsLV3PassingLow = LV3ParamsLow[:,LV3passIdxsLow]\n",
    "paramsLV3PassingLowLarge = LV3ParamsLowLarge[:,LV3passIdxsLowLarge]\n",
    "\n",
    "totalParamsLV3PassingLow = np.vstack((paramsLV3PassingLow,LV3RawLow[:,LV3passIdxsLow]))\n",
    "totalParamsLV3PassingLowLarge = np.vstack((paramsLV3PassingLowLarge,LV3RawLowLarge[:,LV3passIdxsLowLarge]))\n",
    "\n",
    "SCfreqsLow = np.loadtxt(os.path.join(archivedPathLow,\"LV3\",'SCfreqs'))\n",
    "SCfreqsLowLarge = np.loadtxt(os.path.join(archivedPathLowLarge,\"LV3\",'SCfreqs'))\n",
    "\n",
    "SCfreqsLowPassing = SCfreqsLow[LV3passIdxsLow]\n",
    "SCfreqsLowPassingLarge = SCfreqsLowLarge[LV3passIdxsLowLarge]\n",
    "\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "26fb9272-a265-4803-a125-b6bca13413cb",
   "metadata": {},
   "outputs": [],
   "source": [
    "LV3Vsoma = np.array(pd.read_pickle(os.path.join(\"output\",\"LV3\",\"VsomaControl.pkl\"))).T\n",
    "LV3Params = np.array(pd.read_pickle(os.path.join(\"output\",\"LV3\",\"passParamsRepeat.pkl\")))\n",
    "#LV3VSIZ = np.array(pd.read_pickle(os.path.join(archivedPathLow,\"LV3\",\"VSIZControl.pkl\"))).T"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "id": "f7d3df73-559d-4bd7-b6f7-909bbd408b6e",
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "\n",
       "    .dataframe thead th {\n",
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       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>0</th>\n",
       "      <th>1</th>\n",
       "      <th>2</th>\n",
       "      <th>3</th>\n",
       "      <th>4</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0.000247</td>\n",
       "      <td>0.000548</td>\n",
       "      <td>0.000551</td>\n",
       "      <td>0.000581</td>\n",
       "      <td>0.000664</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>0.000318</td>\n",
       "      <td>0.000254</td>\n",
       "      <td>0.001506</td>\n",
       "      <td>0.001062</td>\n",
       "      <td>0.000267</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>0.002804</td>\n",
       "      <td>0.002362</td>\n",
       "      <td>0.002419</td>\n",
       "      <td>0.001185</td>\n",
       "      <td>0.003427</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>0.000990</td>\n",
       "      <td>0.001942</td>\n",
       "      <td>0.001221</td>\n",
       "      <td>0.001953</td>\n",
       "      <td>0.001918</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>0.000640</td>\n",
       "      <td>0.001046</td>\n",
       "      <td>0.000174</td>\n",
       "      <td>0.000436</td>\n",
       "      <td>0.001075</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>0.000455</td>\n",
       "      <td>0.000244</td>\n",
       "      <td>0.000211</td>\n",
       "      <td>0.000151</td>\n",
       "      <td>0.000312</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>0.000118</td>\n",
       "      <td>0.000103</td>\n",
       "      <td>0.000077</td>\n",
       "      <td>0.000128</td>\n",
       "      <td>0.000093</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>0.000262</td>\n",
       "      <td>0.000296</td>\n",
       "      <td>0.000230</td>\n",
       "      <td>0.000176</td>\n",
       "      <td>0.000294</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>0.000081</td>\n",
       "      <td>0.000128</td>\n",
       "      <td>0.000095</td>\n",
       "      <td>0.000071</td>\n",
       "      <td>0.000110</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>0.000112</td>\n",
       "      <td>0.000269</td>\n",
       "      <td>0.000082</td>\n",
       "      <td>0.000210</td>\n",
       "      <td>0.000332</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>0.000247</td>\n",
       "      <td>0.000548</td>\n",
       "      <td>0.000551</td>\n",
       "      <td>0.000581</td>\n",
       "      <td>0.000664</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>0.000167</td>\n",
       "      <td>0.000276</td>\n",
       "      <td>0.000307</td>\n",
       "      <td>0.000168</td>\n",
       "      <td>0.000173</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>0.000085</td>\n",
       "      <td>0.000107</td>\n",
       "      <td>0.000098</td>\n",
       "      <td>0.000090</td>\n",
       "      <td>0.000084</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>0.000127</td>\n",
       "      <td>0.000096</td>\n",
       "      <td>0.000212</td>\n",
       "      <td>0.000336</td>\n",
       "      <td>0.000159</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>0.005879</td>\n",
       "      <td>0.005711</td>\n",
       "      <td>0.001314</td>\n",
       "      <td>0.000834</td>\n",
       "      <td>0.004103</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "           0         1         2         3         4\n",
       "0   0.000247  0.000548  0.000551  0.000581  0.000664\n",
       "1   0.000318  0.000254  0.001506  0.001062  0.000267\n",
       "2   0.002804  0.002362  0.002419  0.001185  0.003427\n",
       "3   0.000990  0.001942  0.001221  0.001953  0.001918\n",
       "4   0.000640  0.001046  0.000174  0.000436  0.001075\n",
       "5   0.000455  0.000244  0.000211  0.000151  0.000312\n",
       "6   0.000118  0.000103  0.000077  0.000128  0.000093\n",
       "7   0.000262  0.000296  0.000230  0.000176  0.000294\n",
       "8   0.000081  0.000128  0.000095  0.000071  0.000110\n",
       "9   0.000112  0.000269  0.000082  0.000210  0.000332\n",
       "10  0.000247  0.000548  0.000551  0.000581  0.000664\n",
       "11  0.000167  0.000276  0.000307  0.000168  0.000173\n",
       "12  0.000085  0.000107  0.000098  0.000090  0.000084\n",
       "13  0.000127  0.000096  0.000212  0.000336  0.000159\n",
       "14  0.005879  0.005711  0.001314  0.000834  0.004103"
      ]
     },
     "execution_count": 57,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pd.DataFrame(LV3Params[:,40:45])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "f571272f-5de2-4c4f-bd22-4165820563e1",
   "metadata": {},
   "outputs": [],
   "source": [
    "LV3inParams = np.array(pd.read_pickle(os.path.join(\"input\",\"LV3\",\"passParamsRepeat.pkl\")))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "d3f2c416-294e-4c6e-a28f-2af1aad44060",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(12751, 1200)"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "LV3Vsoma.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "13a95ac3-c015-4df9-bac2-042fdef206cf",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(15, 1200)"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "LV3Params.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "id": "0d41b7c2-3600-461a-bf40-515948146b70",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "40"
      ]
     },
     "execution_count": 54,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "getNetIDX(1,24)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "id": "6bd7e4f1-788c-4c57-961a-8aa44bf0e1e7",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([2.4671870e-04, 3.1828036e-04, 2.8040924e-03, 9.9047797e-04,\n",
       "       6.3953397e-04, 4.5514168e-04, 1.1811855e-04, 2.6240369e-04,\n",
       "       8.0782731e-05, 1.1204198e-04, 2.4671870e-04, 1.6712394e-04,\n",
       "       8.4944695e-05, 1.2719404e-04, 5.8794273e-03], dtype=float32)"
      ]
     },
     "execution_count": 31,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "LV3inParams[:,40]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "id": "69a03798-d1dd-4f93-8e54-ea3127517157",
   "metadata": {},
   "outputs": [],
   "source": [
    "testParams = np.tile(LV3inParams[:,40],5).reshape(5,15)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "id": "36567108-a8f2-494a-bfee-70bbbdc5577c",
   "metadata": {},
   "outputs": [],
   "source": [
    "df = pd.DataFrame(LV3Params[:,35:40])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "id": "a3762a9a-5477-4372-8c19-48f740ca85da",
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "      <th></th>\n",
       "      <th>0</th>\n",
       "      <th>1</th>\n",
       "      <th>2</th>\n",
       "      <th>3</th>\n",
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       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0.000247</td>\n",
       "      <td>0.000548</td>\n",
       "      <td>0.000551</td>\n",
       "      <td>0.000581</td>\n",
       "      <td>0.000664</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>0.000318</td>\n",
       "      <td>0.000254</td>\n",
       "      <td>0.001506</td>\n",
       "      <td>0.001062</td>\n",
       "      <td>0.000267</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>0.002804</td>\n",
       "      <td>0.002362</td>\n",
       "      <td>0.002419</td>\n",
       "      <td>0.001185</td>\n",
       "      <td>0.003427</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>0.000990</td>\n",
       "      <td>0.001942</td>\n",
       "      <td>0.001221</td>\n",
       "      <td>0.001953</td>\n",
       "      <td>0.001918</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>0.000640</td>\n",
       "      <td>0.001046</td>\n",
       "      <td>0.000174</td>\n",
       "      <td>0.000436</td>\n",
       "      <td>0.001075</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>0.000455</td>\n",
       "      <td>0.000244</td>\n",
       "      <td>0.000211</td>\n",
       "      <td>0.000151</td>\n",
       "      <td>0.000312</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>0.000118</td>\n",
       "      <td>0.000103</td>\n",
       "      <td>0.000077</td>\n",
       "      <td>0.000128</td>\n",
       "      <td>0.000093</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>0.000262</td>\n",
       "      <td>0.000296</td>\n",
       "      <td>0.000230</td>\n",
       "      <td>0.000176</td>\n",
       "      <td>0.000294</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>0.000081</td>\n",
       "      <td>0.000128</td>\n",
       "      <td>0.000095</td>\n",
       "      <td>0.000071</td>\n",
       "      <td>0.000110</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>0.000112</td>\n",
       "      <td>0.000269</td>\n",
       "      <td>0.000082</td>\n",
       "      <td>0.000210</td>\n",
       "      <td>0.000332</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>0.000247</td>\n",
       "      <td>0.000548</td>\n",
       "      <td>0.000551</td>\n",
       "      <td>0.000581</td>\n",
       "      <td>0.000664</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>0.000167</td>\n",
       "      <td>0.000276</td>\n",
       "      <td>0.000307</td>\n",
       "      <td>0.000168</td>\n",
       "      <td>0.000173</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>0.000085</td>\n",
       "      <td>0.000107</td>\n",
       "      <td>0.000098</td>\n",
       "      <td>0.000090</td>\n",
       "      <td>0.000084</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>0.000127</td>\n",
       "      <td>0.000096</td>\n",
       "      <td>0.000212</td>\n",
       "      <td>0.000336</td>\n",
       "      <td>0.000159</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>0.005879</td>\n",
       "      <td>0.005711</td>\n",
       "      <td>0.001314</td>\n",
       "      <td>0.000834</td>\n",
       "      <td>0.004103</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "           0         1         2         3         4\n",
       "0   0.000247  0.000548  0.000551  0.000581  0.000664\n",
       "1   0.000318  0.000254  0.001506  0.001062  0.000267\n",
       "2   0.002804  0.002362  0.002419  0.001185  0.003427\n",
       "3   0.000990  0.001942  0.001221  0.001953  0.001918\n",
       "4   0.000640  0.001046  0.000174  0.000436  0.001075\n",
       "5   0.000455  0.000244  0.000211  0.000151  0.000312\n",
       "6   0.000118  0.000103  0.000077  0.000128  0.000093\n",
       "7   0.000262  0.000296  0.000230  0.000176  0.000294\n",
       "8   0.000081  0.000128  0.000095  0.000071  0.000110\n",
       "9   0.000112  0.000269  0.000082  0.000210  0.000332\n",
       "10  0.000247  0.000548  0.000551  0.000581  0.000664\n",
       "11  0.000167  0.000276  0.000307  0.000168  0.000173\n",
       "12  0.000085  0.000107  0.000098  0.000090  0.000084\n",
       "13  0.000127  0.000096  0.000212  0.000336  0.000159\n",
       "14  0.005879  0.005711  0.001314  0.000834  0.004103"
      ]
     },
     "execution_count": 53,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "id": "b070a450-f13b-4dfe-9f1e-f0faba58a495",
   "metadata": {},
   "outputs": [],
   "source": [
    "LV3LowAll = np.hstack((LV3ParamsLow,LV3ParamsLowLarge))\n",
    "LV3codedLowAll = np.hstack((LV3codedLow,LV3codedLowLarge))\n",
    "LV3RawLowAll= np.hstack((LV3RawLow,LV3RawLowLarge))\n",
    "LV3passIdxsLowAll= np.hstack((LV3passIdxsLow,LV3passIdxsLowLarge))\n",
    "paramsLV3PassingLowAll= np.hstack((paramsLV3PassingLow,paramsLV3PassingLowLarge))\n",
    "totalParamsLV3PassingLowAll= np.hstack((totalParamsLV3PassingLow,totalParamsLV3PassingLowLarge))\n",
    "SCfreqsPassingAll = np.hstack((SCfreqsLowPassing,SCfreqsLowPassingLarge))\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 131,
   "id": "1ff68297-3379-477c-aa1d-9d2cd3a1115a",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "from 129 Passing Networks\n",
      "0.06 uS\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1440x720 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "TestpassParams = passingParams\n",
    "TestparamsList = fullParamsList()+LV3CritList()\n",
    "plotCorrelogram(TestpassParams,TestparamsList,'weighted pooled Low gSyn')\n",
    "print(\"from %d Passing Networks\" %(int(TestpassParams.shape[1]/80)))\n",
    "print(\"0.06 uS\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "8156b87a-ec73-48f8-9d65-8e5f1177e50b",
   "metadata": {},
   "outputs": [],
   "source": [
    "LV3ParamsLow =  np.array(pd.read_pickle(os.path.join(archivedPathLow,\"LV3\",\"passParamsRepeat.pkl\")))\n",
    "LV3ParamsLowLarge = np.array(pd.read_pickle(os.path.join(archivedPathLowLarge,\"LV3\",\"passParamsRepeat.pkl\")))\n",
    "\n",
    "LV3codedLow = np.loadtxt(os.path.join(archivedPathLow,\"LV3\",\"LV3RejectionResults.txt\"))\n",
    "LV3codedLowLarge = np.loadtxt(os.path.join(archivedPathLowLarge,\"LV3\",\"LV3RejectionResults.txt\"))\n",
    "\n",
    "LV3RawLow = np.loadtxt(os.path.join(archivedPathLow,\"LV3\",\"LV3RejectionRaw.txt\"))\n",
    "LV3RawLowLarge = np.loadtxt(os.path.join(archivedPathLowLarge,\"LV3\",\"LV3RejectionRaw.txt\"))\n",
    "\n",
    "LV3passIdxsLow,LV3failIdxsLow,LV3allIdxsLow = getPassIdxs(LV3codedLow,'LV3')\n",
    "LV3passIdxsLowLarge,LV3failIdxsLowLarge,LV3allIdxsLowLarge = getPassIdxs(LV3codedLowLarge,'LV3')\n",
    "\n",
    "paramsLV3PassingLow = LV3ParamsLow[:,LV3passIdxsLow]\n",
    "paramsLV3PassingLowLarge = LV3ParamsLowLarge[:,LV3passIdxsLowLarge]\n",
    "\n",
    "totalParamsLV3PassingLow = np.vstack((paramsLV3PassingLow,LV3RawLow[:,LV3passIdxsLow]))\n",
    "totalParamsLV3PassingLowLarge = np.vstack((paramsLV3PassingLowLarge,LV3RawLowLarge[:,LV3passIdxsLowLarge]))\n",
    "\n",
    "SCfreqsLow = np.loadtxt(os.path.join(archivedPathLow,\"LV3\",'SCfreqs'))\n",
    "SCfreqsLowLarge = np.loadtxt(os.path.join(archivedPathLowLarge,\"LV3\",'SCfreqs'))\n",
    "\n",
    "SCfreqsLowPassing = SCfreqsLow[LV3passIdxsLow]\n",
    "SCfreqsLowPassingLarge = SCfreqsLowLarge[LV3passIdxsLowLarge]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 129,
   "id": "ed689f16-7c11-4481-a568-4259f50c8dfd",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "using LV3\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 792x504 with 15 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "archivedPath1 = os.path.join(\"..\",\"CGResults\",\"fixed_gSyn\",\"MedwithLV2\",\"AVG\")\n",
    "LV3Params = np.array(pd.read_pickle(os.path.join(archivedPath1,\"LV3\",\"passParamsRepeat.pkl\")))\n",
    "LV3Raw= np.loadtxt(os.path.join(archivedPath1,\"LV3\",\"LV3RejectionRaw.txt\"))\n",
    "LV3coded = np.loadtxt(os.path.join(archivedPath1,\"LV3\",\"LV3RejectionResults.txt\"))\n",
    "SCfreqs = np.loadtxt(os.path.join(archivedPath1,\"LV3\",'SCfreqs'))\n",
    "\n",
    "LV3passIdxs,LV3failIdxs,LV3allIdxs = getPassIdxs(LV3coded,'LV3')\n",
    "paramsAll = np.concatenate((LV3Params,SCfreqs.reshape(1,-1),LV3Raw),axis=0)\n",
    "passingParams = paramsAll[:,LV3passIdxs]\n",
    "\n",
    "\n",
    "paramsList = list(rangeVarNames().keys())\n",
    "plotDistributions(passingParams,paramsList,20,xlabels='S',title = 'all LV3 Params')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 130,
   "id": "4222bdcd-e6bc-4348-a930-ee4cf1dffb81",
   "metadata": {},
   "outputs": [],
   "source": [
    "def getRes(paramsPassing):\n",
    "    var = paramsPassing\n",
    "    TestpassParams = var\n",
    "    TestparamsList = fullParamsList()\n",
    "    CorrRange = [0.06,0.999]\n",
    "    \n",
    "    def Report(df,Key):# so we can easily get soma or neurite\n",
    "        r1 = [True if Key in CorrsDF.loc['conductance1'][i] else False for i in range(len(CorrsDF.loc['conductance1']))]\n",
    "        r2 = [True if Key in CorrsDF.loc['conductance2'][i] else False for i in range(len(CorrsDF.loc['conductance2']))]\n",
    "        query = np.logical_and(r1,r2)\n",
    "        return pd.DataFrame([CorrsDF.loc['conductance1'][query],CorrsDF.loc['conductance2'][query],CorrsDF.loc['Pearsons_R'][query]])\n",
    "# gets a data frame of all the values on the left lower diagonal which are in the CorrRange of interest \n",
    "\n",
    "    TestpassParamsCorr = np.corrcoef(TestpassParams)\n",
    "    rList,cList,corrVals = [],[],[]\n",
    "    for i in range(len(TestparamsList)):\n",
    "        for j in range(len(TestparamsList)):\n",
    "            if i >= j:#then we are in the right side of the correlogram\n",
    "                pass\n",
    "            elif CorrRange[0] < np.abs(TestpassParamsCorr[i][j]) < CorrRange[1]:\n",
    "                rList.append(TestparamsList[i])\n",
    "                cList.append(TestparamsList[j])\n",
    "                corrVals.append(TestpassParamsCorr[i][j])\n",
    "\n",
    "    CorrsDF = pd.DataFrame(data = [rList,cList,corrVals]).dropna(axis=1)\n",
    "    CorrsDF.index = [\"conductance1\",\"conductance2\",\"Pearsons_R\"]\n",
    "\n",
    "    somaCorrs = Report(CorrsDF,'soma')\n",
    "    neuriteCorrs = Report(CorrsDF,'neurite')\n",
    "    somaList = list(somaCorrs.columns)# the column keys so we can drop them to find soma x neurite combos\n",
    "    neuriteList = list(neuriteCorrs.columns)\n",
    "    somaXneuriteList =  list(CorrsDF.drop(somaList + neuriteList,axis=1).columns)\n",
    "\n",
    "    sortedDF = CorrsDF[somaList + neuriteList + somaXneuriteList]\n",
    "    sortedDFList =  [\"soma\"]  * sortedDF[somaList].shape[1] +  [\"neurite\"]  * sortedDF[neuriteList].shape[1] + [\"somaXneurite\"] * sortedDF[somaXneuriteList].shape[1]\n",
    "\n",
    "    sortedDF.columns = sortedDFList\n",
    "    return sortedDF.T"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 132,
   "id": "fbca2a97-5125-4dbd-b883-caeeb523fa83",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>conductance1</th>\n",
       "      <th>conductance2</th>\n",
       "      <th>Pearsons_R</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>soma</th>\n",
       "      <td>soma_leak</td>\n",
       "      <td>soma_bkkca</td>\n",
       "      <td>-0.155672</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>soma</th>\n",
       "      <td>soma_leak</td>\n",
       "      <td>soma_skkca</td>\n",
       "      <td>0.14899</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>soma</th>\n",
       "      <td>soma_leak</td>\n",
       "      <td>soma_kd1</td>\n",
       "      <td>-0.113195</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>soma</th>\n",
       "      <td>soma_leak</td>\n",
       "      <td>soma_kd2</td>\n",
       "      <td>-0.171816</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>soma</th>\n",
       "      <td>soma_leak</td>\n",
       "      <td>soma_nap2</td>\n",
       "      <td>0.233021</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>soma</th>\n",
       "      <td>soma_a2</td>\n",
       "      <td>soma_bkkca</td>\n",
       "      <td>0.065644</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>soma</th>\n",
       "      <td>soma_a2</td>\n",
       "      <td>soma_cat</td>\n",
       "      <td>-0.061394</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>soma</th>\n",
       "      <td>soma_bkkca</td>\n",
       "      <td>soma_skkca</td>\n",
       "      <td>-0.128434</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>soma</th>\n",
       "      <td>soma_bkkca</td>\n",
       "      <td>soma_cal</td>\n",
       "      <td>-0.135385</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>soma</th>\n",
       "      <td>soma_bkkca</td>\n",
       "      <td>soma_cat</td>\n",
       "      <td>-0.12973</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>soma</th>\n",
       "      <td>soma_skkca</td>\n",
       "      <td>soma_kd1</td>\n",
       "      <td>0.069609</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>soma</th>\n",
       "      <td>soma_skkca</td>\n",
       "      <td>soma_kd2</td>\n",
       "      <td>-0.065555</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>soma</th>\n",
       "      <td>soma_skkca</td>\n",
       "      <td>soma_cal</td>\n",
       "      <td>0.080694</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>soma</th>\n",
       "      <td>soma_skkca</td>\n",
       "      <td>soma_cat</td>\n",
       "      <td>0.062896</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>soma</th>\n",
       "      <td>soma_skkca</td>\n",
       "      <td>soma_caN</td>\n",
       "      <td>-0.135731</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>soma</th>\n",
       "      <td>soma_skkca</td>\n",
       "      <td>soma_nap2</td>\n",
       "      <td>0.060219</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>soma</th>\n",
       "      <td>soma_kd1</td>\n",
       "      <td>soma_cat</td>\n",
       "      <td>0.133113</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>soma</th>\n",
       "      <td>soma_kd1</td>\n",
       "      <td>soma_caN</td>\n",
       "      <td>0.083396</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>soma</th>\n",
       "      <td>soma_kd1</td>\n",
       "      <td>soma_nap2</td>\n",
       "      <td>-0.117184</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>soma</th>\n",
       "      <td>soma_kd2</td>\n",
       "      <td>soma_cal</td>\n",
       "      <td>-0.109283</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>soma</th>\n",
       "      <td>soma_kd2</td>\n",
       "      <td>soma_nap2</td>\n",
       "      <td>-0.101353</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>soma</th>\n",
       "      <td>soma_cal</td>\n",
       "      <td>soma_caN</td>\n",
       "      <td>-0.099727</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>soma</th>\n",
       "      <td>soma_cat</td>\n",
       "      <td>soma_caN</td>\n",
       "      <td>-0.169107</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>soma</th>\n",
       "      <td>soma_caN</td>\n",
       "      <td>soma_nap2</td>\n",
       "      <td>0.060068</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>neurite</th>\n",
       "      <td>neurite_leak</td>\n",
       "      <td>neurite_cat</td>\n",
       "      <td>-0.110484</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>neurite</th>\n",
       "      <td>neurite_leak</td>\n",
       "      <td>neurite_cal</td>\n",
       "      <td>-0.085294</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>neurite</th>\n",
       "      <td>neurite_leak</td>\n",
       "      <td>neurite_nap2</td>\n",
       "      <td>-0.429509</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>neurite</th>\n",
       "      <td>neurite_cat</td>\n",
       "      <td>neurite_nap2</td>\n",
       "      <td>0.067969</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>neurite</th>\n",
       "      <td>neurite_nap2</td>\n",
       "      <td>neurite_bkkca</td>\n",
       "      <td>-0.069672</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>somaXneurite</th>\n",
       "      <td>soma_leak</td>\n",
       "      <td>neurite_leak</td>\n",
       "      <td>-0.790746</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>somaXneurite</th>\n",
       "      <td>soma_leak</td>\n",
       "      <td>neurite_cat</td>\n",
       "      <td>0.087416</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>somaXneurite</th>\n",
       "      <td>soma_leak</td>\n",
       "      <td>neurite_nap2</td>\n",
       "      <td>0.6995</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>somaXneurite</th>\n",
       "      <td>soma_leak</td>\n",
       "      <td>neurite_bkkca</td>\n",
       "      <td>-0.11573</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>somaXneurite</th>\n",
       "      <td>soma_a2</td>\n",
       "      <td>neurite_leak</td>\n",
       "      <td>0.088038</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>somaXneurite</th>\n",
       "      <td>soma_a2</td>\n",
       "      <td>neurite_cat</td>\n",
       "      <td>-0.116734</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>somaXneurite</th>\n",
       "      <td>soma_a2</td>\n",
       "      <td>neurite_bkkca</td>\n",
       "      <td>0.089808</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>somaXneurite</th>\n",
       "      <td>soma_bkkca</td>\n",
       "      <td>neurite_leak</td>\n",
       "      <td>0.196501</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>somaXneurite</th>\n",
       "      <td>soma_bkkca</td>\n",
       "      <td>neurite_cal</td>\n",
       "      <td>-0.109958</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>somaXneurite</th>\n",
       "      <td>soma_bkkca</td>\n",
       "      <td>neurite_bkkca</td>\n",
       "      <td>-0.141571</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>somaXneurite</th>\n",
       "      <td>soma_skkca</td>\n",
       "      <td>neurite_cat</td>\n",
       "      <td>0.104956</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>somaXneurite</th>\n",
       "      <td>soma_skkca</td>\n",
       "      <td>neurite_nap2</td>\n",
       "      <td>0.118358</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>somaXneurite</th>\n",
       "      <td>soma_kd1</td>\n",
       "      <td>neurite_nap2</td>\n",
       "      <td>-0.064768</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>somaXneurite</th>\n",
       "      <td>soma_kd2</td>\n",
       "      <td>neurite_leak</td>\n",
       "      <td>0.095122</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>somaXneurite</th>\n",
       "      <td>soma_kd2</td>\n",
       "      <td>neurite_cat</td>\n",
       "      <td>-0.15455</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>somaXneurite</th>\n",
       "      <td>soma_kd2</td>\n",
       "      <td>neurite_nap2</td>\n",
       "      <td>-0.180744</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>somaXneurite</th>\n",
       "      <td>soma_cal</td>\n",
       "      <td>neurite_cat</td>\n",
       "      <td>0.090531</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>somaXneurite</th>\n",
       "      <td>soma_cal</td>\n",
       "      <td>neurite_cal</td>\n",
       "      <td>-0.090066</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>somaXneurite</th>\n",
       "      <td>soma_caN</td>\n",
       "      <td>neurite_cat</td>\n",
       "      <td>-0.062561</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>somaXneurite</th>\n",
       "      <td>soma_caN</td>\n",
       "      <td>neurite_nap2</td>\n",
       "      <td>0.060275</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>somaXneurite</th>\n",
       "      <td>soma_nap2</td>\n",
       "      <td>neurite_leak</td>\n",
       "      <td>-0.199581</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>somaXneurite</th>\n",
       "      <td>soma_nap2</td>\n",
       "      <td>neurite_cal</td>\n",
       "      <td>-0.083781</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>somaXneurite</th>\n",
       "      <td>soma_nap2</td>\n",
       "      <td>neurite_nap2</td>\n",
       "      <td>-0.066358</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>somaXneurite</th>\n",
       "      <td>soma_nap2</td>\n",
       "      <td>neurite_bkkca</td>\n",
       "      <td>0.133891</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "              conductance1   conductance2 Pearsons_R\n",
       "soma             soma_leak     soma_bkkca  -0.155672\n",
       "soma             soma_leak     soma_skkca    0.14899\n",
       "soma             soma_leak       soma_kd1  -0.113195\n",
       "soma             soma_leak       soma_kd2  -0.171816\n",
       "soma             soma_leak      soma_nap2   0.233021\n",
       "soma               soma_a2     soma_bkkca   0.065644\n",
       "soma               soma_a2       soma_cat  -0.061394\n",
       "soma            soma_bkkca     soma_skkca  -0.128434\n",
       "soma            soma_bkkca       soma_cal  -0.135385\n",
       "soma            soma_bkkca       soma_cat   -0.12973\n",
       "soma            soma_skkca       soma_kd1   0.069609\n",
       "soma            soma_skkca       soma_kd2  -0.065555\n",
       "soma            soma_skkca       soma_cal   0.080694\n",
       "soma            soma_skkca       soma_cat   0.062896\n",
       "soma            soma_skkca       soma_caN  -0.135731\n",
       "soma            soma_skkca      soma_nap2   0.060219\n",
       "soma              soma_kd1       soma_cat   0.133113\n",
       "soma              soma_kd1       soma_caN   0.083396\n",
       "soma              soma_kd1      soma_nap2  -0.117184\n",
       "soma              soma_kd2       soma_cal  -0.109283\n",
       "soma              soma_kd2      soma_nap2  -0.101353\n",
       "soma              soma_cal       soma_caN  -0.099727\n",
       "soma              soma_cat       soma_caN  -0.169107\n",
       "soma              soma_caN      soma_nap2   0.060068\n",
       "neurite       neurite_leak    neurite_cat  -0.110484\n",
       "neurite       neurite_leak    neurite_cal  -0.085294\n",
       "neurite       neurite_leak   neurite_nap2  -0.429509\n",
       "neurite        neurite_cat   neurite_nap2   0.067969\n",
       "neurite       neurite_nap2  neurite_bkkca  -0.069672\n",
       "somaXneurite     soma_leak   neurite_leak  -0.790746\n",
       "somaXneurite     soma_leak    neurite_cat   0.087416\n",
       "somaXneurite     soma_leak   neurite_nap2     0.6995\n",
       "somaXneurite     soma_leak  neurite_bkkca   -0.11573\n",
       "somaXneurite       soma_a2   neurite_leak   0.088038\n",
       "somaXneurite       soma_a2    neurite_cat  -0.116734\n",
       "somaXneurite       soma_a2  neurite_bkkca   0.089808\n",
       "somaXneurite    soma_bkkca   neurite_leak   0.196501\n",
       "somaXneurite    soma_bkkca    neurite_cal  -0.109958\n",
       "somaXneurite    soma_bkkca  neurite_bkkca  -0.141571\n",
       "somaXneurite    soma_skkca    neurite_cat   0.104956\n",
       "somaXneurite    soma_skkca   neurite_nap2   0.118358\n",
       "somaXneurite      soma_kd1   neurite_nap2  -0.064768\n",
       "somaXneurite      soma_kd2   neurite_leak   0.095122\n",
       "somaXneurite      soma_kd2    neurite_cat   -0.15455\n",
       "somaXneurite      soma_kd2   neurite_nap2  -0.180744\n",
       "somaXneurite      soma_cal    neurite_cat   0.090531\n",
       "somaXneurite      soma_cal    neurite_cal  -0.090066\n",
       "somaXneurite      soma_caN    neurite_cat  -0.062561\n",
       "somaXneurite      soma_caN   neurite_nap2   0.060275\n",
       "somaXneurite     soma_nap2   neurite_leak  -0.199581\n",
       "somaXneurite     soma_nap2    neurite_cal  -0.083781\n",
       "somaXneurite     soma_nap2   neurite_nap2  -0.066358\n",
       "somaXneurite     soma_nap2  neurite_bkkca   0.133891"
      ]
     },
     "execution_count": 132,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "getRes(passingParams)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 249,
   "id": "83a89996-5aff-4a32-afbc-5d8ed0c59e74",
   "metadata": {},
   "outputs": [],
   "source": [
    "LV3SIZControl = np.array(pd.read_pickle(os.path.join(archivedPath,\"LV3\",\"output\",\"VSIZControl.pkl\")))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 250,
   "id": "be539fce-2f56-4c6a-aee2-3893abbcee5c",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "1440"
      ]
     },
     "execution_count": 250,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "idx = getNetIDX(19,16)\n",
    "idx"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 251,
   "id": "94f724cc-7aa8-4623-9167-736b0d3c7121",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.plot(LV3SIZControl[idx,:])\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 252,
   "id": "b485d7e5-f02e-43f2-ab42-d07e2391eeda",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "31.747833"
      ]
     },
     "execution_count": 252,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "max(LV3SIZControl[idx,:])"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0938713b-78cf-4809-a6cd-bad9c8356488",
   "metadata": {},
   "source": [
    "# Figures"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "ef1c87ef-9a1f-4d05-8237-ce6713abef44",
   "metadata": {},
   "outputs": [],
   "source": [
    "archivedPath = os.path.join(\"..\",\"CGResults\",\"fixed_gSyn\",\"MedwithLV2\")\n",
    "archivedPathLVL3 = os.path.join(\"LV3\",\"output\")\n",
    "archivedPathAVG = os.path.join(\"..\",\"CGResults\",\"fixed_gSyn\",\"MedwithLV2\",\"AVG\")\n",
    "archivedPathAVGLVL = os.path.join(\"LV3\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "607d1847-3e69-47ae-bc13-482c9fc99a8d",
   "metadata": {},
   "source": [
    "### write to h5 if need to use chunking"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "b2ad6a9a-76ad-4b0f-b207-26b3280b099b",
   "metadata": {},
   "outputs": [],
   "source": [
    "LV3SomaControl = np.array(pd.read_pickle(os.path.join(archivedPath,\"LV2\",\"VSIZControl.pkl\")))\n",
    "hf = h5py.File('VSIZControl.h5', 'w')\n",
    "hf.create_dataset('default', data=LV3SomaControl)\n",
    "hf.close()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 88,
   "id": "92fbeb9b-2cb6-48ba-9623-97943cbd5f7b",
   "metadata": {},
   "outputs": [],
   "source": [
    "def readDat(f,endIDX):\n",
    "    \n",
    "    firstdatasetName = list(f.keys())[0]\n",
    "    number_of_rows = f[firstdatasetName].shape[0]\n",
    "\n",
    "    myiter = f['default'].__iter__()# __iter__ is a method of the dataset subclass that returns an iterator. when called () this is actually a generator,which moves by next()\n",
    "\n",
    "    savedDat = []\n",
    "    #now read in only the data between rows 30 and 40\n",
    "    for i in range(0,number_of_rows):\n",
    "        newDat = next(myiter)\n",
    "        if  i <= endIDX:\n",
    "            savedDat.append(newDat)\n",
    "        else:\n",
    "            pass\n",
    "    f.close()\n",
    "    return np.array(savedDat)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d70ee876-76f3-4eba-b29e-2876682586f3",
   "metadata": {},
   "source": [
    "## 1C"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 94,
   "id": "e3deeb37-31fc-43a4-9304-44c8f40d2d2e",
   "metadata": {},
   "outputs": [],
   "source": [
    "cellNo,freqNo = 83,17\n",
    "startNo = getLV2CellIDX(cellNo,freqNo)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 97,
   "id": "7efeedd6-8267-4dee-af94-35541808cb4a",
   "metadata": {},
   "outputs": [],
   "source": [
    "f = h5py.File(os.path.join(archivedPath,\"LV2\",\"VsomaControl.h5\"), 'r')\n",
    "LV2SomaControl = readDat(f,startNo)\n",
    "f = h5py.File(os.path.join(archivedPath,\"LV2\",\"VsomaTEA.h5\"), 'r')\n",
    "LV2SomaTEA = readDat(f,startNo)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 245,
   "id": "7bd30621-7a12-49a3-a3a3-c19e9a44e817",
   "metadata": {},
   "outputs": [],
   "source": [
    "pathname = r'C:\\Users\\ddopp\\Everything_Grad\\CGProject\\CG ms\\FIGURES - Final\\FiguresRedone\\Figure1C\\Figure1C1.txt'\n",
    "bioControl = np.loadtxt(pathname,dtype=float,delimiter=',')\n",
    "pathname = r'C:\\Users\\ddopp\\Everything_Grad\\CGProject\\CG ms\\FIGURES - Final\\FiguresRedone\\Figure1C\\Figure1C2.txt'\n",
    "bioTEA = np.loadtxt(pathname,dtype=float,delimiter=',')\n",
    "pathname = r'C:\\Users\\ddopp\\Everything_Grad\\CGProject\\CG ms\\FIGURES - Final\\FiguresRedone\\Figure1C\\BioTime.txt'\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 180,
   "id": "15a3f9fe-2a60-470f-929b-fddda70b58ae",
   "metadata": {},
   "outputs": [],
   "source": [
    "Time = np.loadtxt(pathname,dtype=float,delimiter=',')\n",
    "modelTime = getSimTime(LV2SomaControl[startNo,:].T,0.2)/1000\n",
    "modelControl = LV2SomaControl[startNo,:].T\n",
    "modelTEA = LV2SomaTEA[startNo,:].T"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 199,
   "id": "9ef1b6b5-a67a-4c52-b58e-f361591bb9ec",
   "metadata": {},
   "outputs": [],
   "source": [
    "modelStart,modelEnd = 0,int(2000/0.2)\n",
    "bioStart,bioEnd = 0,int(20000)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 244,
   "id": "55e5ac02-9e0f-407d-b3ae-1a021eab7896",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x720 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig,axs = plt.subplots(2,2,sharex=True,figsize=(10,10))\n",
    "axs[0][0].plot(Time[bioStart:bioEnd],bioControl[bioStart:bioEnd])\n",
    "axs[0][0].set_ylim([-55,-25])\n",
    "axs[0][0].set_yticks(np.arange(-55,-20,10))\n",
    "axs[0][0].grid(False)\n",
    "axs[0][0].set_facecolor(\"White\")\n",
    "axs[0][0].set_ylabel('mV')\n",
    "\n",
    "axs[0][1].plot(Time[bioStart:bioEnd],bioTEA[bioStart:bioEnd])\n",
    "axs[0][1].grid(False)\n",
    "axs[0][1].set_facecolor(\"White\")\n",
    "\n",
    "\n",
    "axs[1][0].plot(modelTime[modelStart:modelEnd],modelControl[modelStart:modelEnd])\n",
    "axs[1][0].set_ylim([-55,-25])\n",
    "axs[1][0].set_yticks(np.arange(-55,-20,10))\n",
    "axs[1][0].grid(False)\n",
    "axs[1][0].set_facecolor(\"White\")\n",
    "axs[1][0].set_xlabel('seconds')\n",
    "axs[1][0].set_ylabel('mV')\n",
    "\n",
    "axs[1][1].plot(modelTime[modelStart:modelEnd],modelTEA[modelStart:modelEnd])\n",
    "axs[1][1].grid(False)\n",
    "axs[1][1].set_facecolor(\"White\")\n",
    "axs[1][1].set_xlabel('seconds')\n",
    "plt.savefig('fig1C.png',dpi=500)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6ecf78de-fe33-411a-943f-9ca395c27ec8",
   "metadata": {},
   "source": [
    "# S3"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 319,
   "id": "ea872a4a-319d-4b54-926d-d50d31fa0830",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "using LV3\n"
     ]
    }
   ],
   "source": [
    "#pathname = os.path.join(archivedPathAVG,archivedPathAVGLVL)\n",
    "pathname = os.path.join(archivedPath,archivedPathLVL3)\n",
    "LV3Params =  np.array(pd.read_pickle(os.path.join(pathname,\"passParamsRepeat.pkl\")))\n",
    "LV3coded= np.loadtxt(os.path.join(pathname,\"LV3RejectionResults.txt\"))\n",
    "LV3Raw = np.loadtxt(os.path.join(pathname,\"LV3RejectionRaw.txt\"))\n",
    "SCfreqs = np.loadtxt(os.path.join(pathname,'SCfreqs'))\n",
    "\n",
    "LV3passIdxs,LV3failIdxs,LV3allIdxs = getPassIdxs(LV3coded,'LV3')\n",
    "\n",
    "paramsLV3Passing = LV3Params[:,LV3passIdxs]\n",
    "SCfreqsPassing = SCfreqs[LV3passIdxs]\n",
    "LV3RawPassing = LV3Raw[:,LV3passIdxs]\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 308,
   "id": "96c4fcea-09a4-41d6-89c4-20ba75c7caff",
   "metadata": {},
   "outputs": [],
   "source": [
    "LV3totalParams = np.concatenate((paramsLV3Passing,SCfreqsPassing.reshape(1,-1),LV3RawPassing),axis=0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 310,
   "id": "5da0623e-abe0-4cb1-8e37-ea8966dae283",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "from 129 Passing Networks\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1440x720 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "TestpassParams = LV3totalParams\n",
    "TestparamsList = fullParamsList()+[\"SCfreqs\"] +LV3CritList()\n",
    "plotCorrelogram(TestpassParams,TestparamsList,'weighted passing AVG gSyn = 0.09 uS')\n",
    "print(\"from %d Passing Networks\" %(int(TestpassParams.shape[1]/80)))\n",
    "plt.savefig('S3 weighted passing AVG.png',dpi=500)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "caedac50-c081-43f7-8aba-a2161dc3bf8d",
   "metadata": {},
   "source": [
    "# S10"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 367,
   "id": "8ff7b1a0-b342-4d66-b03f-3ee1637f0028",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "using LV3\n",
      "using LV3\n"
     ]
    }
   ],
   "source": [
    "pathname = os.path.join(archivedPath,archivedPathLVL3)\n",
    "pathnameAVG = os.path.join(archivedPathAVG,archivedPathAVGLVL)\n",
    "\n",
    "\n",
    "LV3Params =  np.array(pd.read_pickle(os.path.join(pathname,\"passParamsRepeat.pkl\")))\n",
    "LV3coded= np.loadtxt(os.path.join(pathname,\"LV3RejectionResults.txt\"))\n",
    "LV3Raw = np.loadtxt(os.path.join(pathname,\"LV3RejectionRaw.txt\"))\n",
    "SCfreqs = np.loadtxt(os.path.join(pathname,'SCfreqs'))\n",
    "\n",
    "LV3passIdxs,LV3failIdxs,LV3allIdxs = getPassIdxs(LV3coded,'LV3')\n",
    "\n",
    "paramsLV3Passing = LV3Params[:,LV3passIdxs]\n",
    "SCfreqsPassing = SCfreqs[LV3passIdxs]\n",
    "LV3RawPassing = LV3Raw[:,LV3passIdxs]\n",
    "LV3totalParams = np.concatenate((paramsLV3Passing,SCfreqsPassing.reshape(1,-1),LV3RawPassing),axis=0)\n",
    "\n",
    "LV3ParamsAVG =  np.array(pd.read_pickle(os.path.join(pathnameAVG,\"passParamsRepeat.pkl\")))\n",
    "LV3codedAVG= np.loadtxt(os.path.join(pathnameAVG,\"LV3RejectionResults.txt\"))\n",
    "LV3RawAVG = np.loadtxt(os.path.join(pathnameAVG,\"LV3RejectionRaw.txt\"))\n",
    "SCfreqsAVG = np.loadtxt(os.path.join(pathnameAVG,'SCfreqs'))\n",
    "\n",
    "LV3passIdxsAVG,LV3failIdxsAVG,LV3allIdxsAVG = getPassIdxs(LV3codedAVG,'LV3')\n",
    "\n",
    "paramsLV3PassingAVG = LV3ParamsAVG[:,LV3passIdxsAVG]\n",
    "SCfreqsPassingAVG = SCfreqsAVG[LV3passIdxsAVG]\n",
    "LV3RawPassingAVG = LV3RawAVG[:,LV3passIdxsAVG]\n",
    "LV3totalParamsAVG = np.concatenate((paramsLV3PassingAVG,SCfreqsPassingAVG.reshape(1,-1),LV3RawPassingAVG),axis=0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 370,
   "id": "2ca85c05-e0f1-4a8b-9ded-40464d263a0a",
   "metadata": {},
   "outputs": [],
   "source": [
    "params = np.corrcoef(LV3totalParams)\n",
    "paramsAVG = np.corrcoef(LV3totalParamsAVG)\n",
    "diff =   np.subtract(np.abs(params),np.abs(paramsAVG))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 371,
   "id": "aaa7c9ac-4913-4000-96e2-c4c0abf9cf62",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1440x720 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "paramsList = fullParamsList()+[\"SCfreqs\"] +LV3CritList()\n",
    "plt.figure(figsize=(20,10))\n",
    "plt.title('abs val params - abs value paramsAVG')\n",
    "\n",
    "sns.heatmap(diff,xticklabels=paramsList,yticklabels = paramsList,vmin=-0.5,vmax=0.5,annot=True)\n",
    "plt.savefig('abs val params - abs value paramsAVG.png',dpi=500)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "51a14344-bb98-430f-83a9-b3b3bfc3f8c1",
   "metadata": {},
   "source": [
    "# S11"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "cdb3c837-68e7-4b0f-bb2a-d8d167adf07c",
   "metadata": {},
   "outputs": [],
   "source": [
    "#LV3coded= np.loadtxt(os.path.join(pathname,\"LV3RejectionResults.txt\"))\n",
    "LV3coded= np.loadtxt(r'C:\\Users\\ddopp\\Desktop\\LV3RejectionResults.txt')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "b2e12e9d-b6d6-4211-8e82-7574493d9888",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x360 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plotFailCrit(LV3coded,LV3CritList())\n",
    "#plt.savefig('S10 cell counts which failed.png',dpi=500)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "22285aad-7a33-421a-82be-009554225cbf",
   "metadata": {},
   "source": [
    "# S4"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "ac8edadb-b3d9-4abd-a6ce-8c0d7cc329bf",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "using LV3\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 792x504 with 15 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "pathname =os.path.join(archivedPath,archivedPathLVL3)\n",
    "#pathname =os.path.join(archivedPathAVG,archivedPathAVGLVL)\n",
    "LV3Params = np.array(pd.read_pickle(os.path.join(pathname,\"passParamsRepeat.pkl\")))\n",
    "LV3Raw= np.loadtxt(os.path.join(pathname,\"LV3RejectionRaw.txt\"))\n",
    "LV3coded = np.loadtxt(os.path.join(pathname,\"LV3RejectionResults.txt\"))\n",
    "SCfreqs = np.loadtxt(os.path.join(pathname,'SCfreqs'))\n",
    "\n",
    "LV3passIdxs,LV3failIdxs,LV3allIdxs = getPassIdxs(LV3coded,'LV3')\n",
    "paramsAll = np.concatenate((LV3Params,SCfreqs.reshape(1,-1),LV3Raw),axis=0)\n",
    "passingParams = paramsAll[:,LV3passIdxs]\n",
    "\n",
    "\n",
    "paramsList = list(rangeVarNames().keys())\n",
    "plotDistributions(passingParams,paramsList,20,xlabels='S',title = 'LV3 Params that passed when averaged')\n",
    "plt.savefig('LV3 Passing Parameters',dpi=500)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "8d6763e8-74de-42b3-8df3-ba249f20a20c",
   "metadata": {},
   "outputs": [],
   "source": [
    "t1 = passingParams\n",
    "t2 = paramsAll[:,LV3failIdxs]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "e50593e9-122c-44d8-9b8f-82e997a02641",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 792x504 with 15 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#t1 is the networks that passed\n",
    "#t2 is the networks that failed\n",
    "from scipy.stats import skew\n",
    "t1Kurts = [kurtosis(t1[i,:],bias=False) for i in range((t1.shape)[0])]\n",
    "t1Kurts = np.round(t1Kurts,2)\n",
    "t1Skews = [skew(t1[i,:]) for i in range((t1.shape)[0])]\n",
    "t1Skews = np.round(t1Skews,2)\n",
    "\n",
    "t2Kurts = [kurtosis(t2[i,:],bias=False) for i in range((t2.shape)[0])]\n",
    "t2Kurts = np.round(t2Kurts,2)\n",
    "t2Skews = [skew(t2[i,:]) for i in range((t2.shape)[0])]\n",
    "t2Skews = np.round(t2Skews,2)\n",
    "plotDistributions(t2,paramsList,20,title = 'LV3 Failing Params with Kurtosis',xlabels=list(t2Skews))\n",
    "plt.savefig('LV3 Failing Params with Kurtosis.png',dpi=500)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "b6a3b99d-efd7-461c-88a6-648763eb662b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 792x504 with 15 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#t2 is the networks that failed\n",
    "from scipy.stats import skew\n",
    "t1Kurts = [kurtosis(t1[i,:],bias=False) for i in range((t1.shape)[0])]\n",
    "t1Kurts = np.round(t1Kurts,2)\n",
    "t1Skews = [skew(t1[i,:]) for i in range((t1.shape)[0])]\n",
    "t1Skews = np.round(t1Skews,2)\n",
    "\n",
    "t2Kurts = [kurtosis(t2[i,:],bias=False) for i in range((t2.shape)[0])]\n",
    "t2Kurts = np.round(t2Kurts,2)\n",
    "t2Skews = [skew(t2[i,:]) for i in range((t2.shape)[0])]\n",
    "t2Skews = np.round(t2Skews,2)\n",
    "plotDistributions(t2,paramsList,20,title = 'LV3 Failing Params with Kurtosis',xlabels=list(t1Skews))\n",
    "plt.savefig('LV3 Failing Params with Kurtosis.png',dpi=500)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "0b67d877-54dd-40df-abe2-c5b92880a155",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Failing:\n",
      "Avg Kurt =          -0.595\n",
      "Avg Skew =        -0.06625\n",
      "\n",
      "Passing:\n",
      "Avg Kurt =         -0.2754\n",
      "Avg Skew =           -0.1567\n"
     ]
    }
   ],
   "source": [
    "AvgFailKurt = np.mean(t2Kurts)\n",
    "AvgPassKurt = np.mean(t1Kurts)\n",
    "AvgFailSkew = np.mean(t2Skews)\n",
    "AvgPassSkew = np.mean(t1Skews)\n",
    "print('Failing:\\nAvg Kurt = {0:>15.4}\\nAvg Skew = {1:>15.4}\\n\\nPassing:\\nAvg Kurt = {2:>15.4}\\nAvg Skew = {3:>17.4}'.format(AvgFailKurt,AvgFailSkew,AvgPassKurt,AvgPassSkew))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "8b4b04ad-f7f1-40e2-a425-3952eebbe34e",
   "metadata": {},
   "outputs": [],
   "source": [
    "DistMetricFail = abs(t2Kurts) + abs(t2Skews)\n",
    "DistMetricPass = abs(t1Kurts) + abs(t1Skews)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "0e3eecb2-1f17-421b-a32f-a1764024ca97",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "skew/kurt measurement for failing = 1.276250\n",
      "skew/kurt measurement for passing = 1.557917\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "Ttest_indResult(statistic=-0.9693519232353808, pvalue=0.3405208618910277)"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "print('skew/kurt measurement for failing = %.6f\\nskew/kurt measurement for passing = %.6f' %(np.mean(DistMetricFail),np.mean(DistMetricPass)))\n",
    "stats.ttest_ind(DistMetricFail, DistMetricPass, equal_var=False)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "74b15991-e73f-4c9a-b3fd-97cd416e700b",
   "metadata": {},
   "source": [
    "# Figure 5A"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "b311ad1b-ac80-41ad-bbf0-e1588d496ee4",
   "metadata": {},
   "outputs": [],
   "source": [
    "netNo,freqNo = 1,19\n",
    "startNo = getNetIDX(netNo,freqNo)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "a9aee439-53e2-4b1f-8b75-e0fa4e5deecd",
   "metadata": {},
   "outputs": [],
   "source": [
    "archivedPath = os.path.join(\"..\",\"CGResults\",\"fixed_GSyn\",\"MedwithLV2\")\n",
    "archivedPathLVL3 = os.path.join(\"output\",\"LV3\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b68e7e06-399e-4611-b72c-341d10cc1ba5",
   "metadata": {},
   "source": [
    "##### get the parameter set of 5, and use it to run in CGProject level 3 only"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "25ee9f3e-0c49-49c7-9cfa-28bf63cbca28",
   "metadata": {},
   "outputs": [],
   "source": [
    "LV3Params = np.array(pd.read_pickle(os.path.join(archivedPath,archivedPathLVL3,\"passParamsRepeat.pkl\")))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "77dfe72e-47bc-4415-b3cf-e765410222ca",
   "metadata": {},
   "outputs": [],
   "source": [
    "LV3ParamsSelected = LV3Params[:,startNo:startNo+5]\n",
    "LV3ParamsSelectedDF = pd.DataFrame(LV3ParamsSelected)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "id": "351e3eb1-4491-464a-863e-0be068dc5db7",
   "metadata": {},
   "outputs": [],
   "source": [
    "LV3ParamsSelectedDF.to_pickle(os.path.join(\"output\",\"LV2\",\"passParamsRepeatControl.pkl\"))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "id": "612116f4-24c1-487d-87cf-2492802f3e26",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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yMoYPH4758+fjzz//xPXr13H16lVs2LABW7duxYABA/DJJ59gx44dyM/PR3Jyco3K0KxZM2i1Wly9epW/ZlxqVl2dOnXCo48+innz5lkkDmnSpAkyMjL4wDcuLg5btmzhk6RU7CA3a9YMISEhWLZsGdq1awepVIpu3brhyJEj/PJD4/NevnwZKpXKosxarbbKmSk/Pz/07dsXs2bNwrZt23DgwAGr9+3bty8OHz6M06dP88HQlStXsHXrVvTt27fSx9ibRdFWfbClefPmOHv2rMU1a0tJAcDf3x8dOnTAzz//jKCgIDRo0ADdunXDyZMnceDAAatBX03ep5+fHyIiIiwShgDA6dOn+f2UEonEIohKS0ur9uv5+/sjKioKFy9e5K+VlJQgNTUVAFBQUIB169ZhwYIFePPNNzFixAhIJBKUlJRY/Fwr/pzOnTvHL3c2p1KpMG7cOFy4cMHi9YKDgwFwQZX5e2FZtsqESBXFx8ffV5apU6fil19+qfLn0KRJE2RmZloM+mRlZeHu3bvVmq09ffo0lixZgk6dOuGNN97A5s2b0bp1a+zcubPaZSeEEEegoI8Q4nUiIiJw/PhxXL9+HdeuXcMHH3yA69ev84FTdnY2Pv30U5w4cQJpaWl8sonGjRujtLQU8+bNw/79+5Geno4NGzaAZVm0bNmyRmWIi4vDgw8+iA8//BAXLlzAqVOn8OmnnwKoWef+7bffhlAotMhC+Oyzz2Lt2rVYs2YN7ty5gzVr1uDbb79FgwYNAAByuRxKpRLXr1/nlzz27dsX69atQ9euXQEA3bp1w969exEcHIymTZsC4LIXSqVSvPvuu0hJScGJEyfw/vvvo2fPnvx9qtK5c2eMHTsWn3zyiUXgaK5v377YsWMHAgIC0LBhQ8TGxiIqKgrbt2/nZxwrquz91ISt+mDL5MmTceDAAaxYsQK3bt3CokWLbCZLqeznfeHCBWRnZ1s9zF4ulyMjI6Pawczzzz+PpUuXYuvWrbh9+za++eYbHD58mN8D2KZNG+zevRvJycm4cuUKPvnkE4tZcblcjry8PKSlpVU6CzhlyhT88MMP2LdvH65fv44ZM2ZAqVSCYRj4+fnB19cXu3btQlpaGpKTk/Hqq6+CZVmLn+ulS5ewaNEi3Lp1C8uXL8fBgwf58pnz9fVF69at8csvvyA1NRWrV69GRkYGv/evbdu2uH37NjZs2IA7d+5g7ty5KCoqqtbPCQCeeuop7N69G6tWrcKdO3ewcuVKnDhxAr179+bP47t8+TJ/Vp9Rz549kZiYiLfeegsXLlzA+fPn8eabbyI+Ph49evSw+bo+Pj5YunQpfv31V6Snp+PQoUO4ceMG2rVrV+2yE0KII1DQRwjxOjNnzgTDMBg/fjyefvppaDQavPDCC/xI/3/+8x/06dMHb7zxBoYPH46jR49i6dKlCAgIwBNPPIEnnngCs2bNwtChQ7F27VosXrwYjRs3rnE55s6di8jISEycOBFvvPEGxo0bB6DqZWgV+fv7Y+bMmRbXBg0ahA8//BArV67E8OHDsXLlSsyePZtP7NKjRw+0atUKY8eO5Y9y6Nu3L7RaLbp16wYAaN++PcRiscWsk4+PD5YvXw6FQoGHH34Yr776Krp06YIlS5ZUu7zvvPMOiouL8c0331T6/Xbt2sHX15cPhgAuIPLz80OnTp0qfUxl76cmbNUHWzp06IDFixfjzz//xJgxY3Djxg0+eYo1xp+38X3GxsYiJiYGSUlJFnsmzY0bNw55eXkYMWIEf+RDVZ588kk8++yzWLhwIUaNGoW9e/fihx9+QJcuXQBwe1c7d+6MZ555Bi+++CJGjx6NqKgo/vFDhgyBr68vhg8fXunP4qmnnsLYsWPx3nvv4dFHH0VcXBxiY2MhFoshFovx5Zdf4siRIxgxYgTee+899OrVC/369bOYHezduzdSU1MxZswYrF+/Ht9++63VgGfhwoUoLCzEmDFjsHLlSixYsID/u+vRoweef/55zJs3Dw899BAEAoHN34G5jh07YsGCBVi1ahVGjBiBDRs24Ntvv0WTJk0QHByMCRMm4IMPPsDXX39t8TiGYfDdd98hJCQEkyZNwtNPP42oqCisXLnyvmXllWnRogU+//xz/Pnnnxg2bBifBXb8+PHVLjshhDgCw9LprIQQ4nBlZWU4cuQI+vTpw3cOz507hyeeeAJnzpxx6gHvhDjC/v370bp1az45ik6nQ1JSEn744QeLoN2a6dOnQ6lU3hdIEUIIcT2a6SOEECeQSqWYOXMmFi1ahLS0NFy4cAELFizA4MGDKeAjHuGvv/7CO++8g5SUFNy+fRufffYZAgMD0b59e3cXjRBCSA1R0EcIIU4gEAjw/fff4/Tp0xg1ahSeffZZNGnSBLNnz3Z30Qiplo8++gh+fn6YOHEixo0bh7S0NCxfvrxayxoJIYTULbS8kxBCCCGEEEK8GM30EUIIIYQQQogXo6CPEEIIIYQQQrwYBX2EEEIIIYQQ4sUo6COEEEIIIYQQL0ZBHyGEEEIIIYR4MQr6CCGEEEIIIcSLUdBHCCGEEEIIIV6Mgj5CCCGEEEII8WIU9BFCCCGEEEKIF6OgjxBCCCGEEEK8GAV9hBBCCCGEEOLFKOgjhBBCCCGEEC9GQR8hhBBCCCGEeDEK+gghhBBCCCHEi1HQRwghhBBCCCFejII+QgghhBBCCPFiFPQRQgghhBBCiBejoI8QQgghhBBCvBgFfYQQQgghhBDixSjoI4QQQgghhBAvRkEfIYQQQgghhHixOhX0bd68GcOHD8egQYOwevVqdxeHEEIIIYQQQjyeyN0FMMrOzsaiRYuwbt06SCQSPPbYY0hKSkLTpk3dXTRCCCGEEEII8Vh1ZqbvyJEj6N69O4KCgiCXyzFkyBBs377d3cUihBBCCCGEEI9WZ4K+nJwchIeH819HREQgOzvbjSUihBBCCCGEEM9XZ4I+lmXvu8YwjBtK4jo3M4qw63iqu4tBiE06vQGrtl9GmVrn7qIQUiM6vQEnLmVh1fbLUGv17i4OIbWSmafApoM33F0MQmzS6vTIulcKpUqL1duvQKc3uLtIpFyd2dMXGRmJkydP8l/n5OQgIiLCjSVyrrt5pXj9//YBAIIDZJBKhGjbJMy9hSLEin3JafhjVwrK1Do8N6atu4tDSLWt2nYZ/9t7HQBwJiUXbz3RGdFhvm4uFSHVp9Hq8crne6HVGXDuWh4+eCbJ3UUi5D5qrR6nrmTj+/+dQ0GJGoOT4rDzeCrW7rqKZe8PRICvBGKRAGKR0N1FrbfqzExfz549cfToUeTn56OsrAw7d+5E37593V0sp/m/35P525/8dAzvf3cYWh2NhpC6yVg3959Kr3RWnpC6KiNXwd++mlqAF+bvhkKpQU6B0o2lIsS2tOwS/PL3JYyfvoVvg49fzILBwOKbv84gNavYzSUkxOTh6Vswd+UJFJSoAQA7zVayHTl3F4/O3Ip3lxx0V/EI6thM3xtvvIHJkydDq9Xi4YcfRrt27dxdLIdbtvE80rMVlS5dpc40qbPK62uRQoPRb2/C+oWjMO7dzejaKhIfTe3u5sIRUrkSpQbHLmRZXGNZ4PEPtwEA1i0YBbGozox9EgIAUKq0eHTmVqvf//dSFnYcS8X563lYOmOgC0tGSO2s2HIRAHA9vcjNJanf6tSn3ahRo7Blyxbs2LEDzz33nLuL4xSbDtzEqas57i4GcSBvP1+yoESF7/571uKapnxv1IlLlGyJ1F2f/3ayyu8/9N5mF5WEkOq7V6Sq8vtzVvwLAMjKV0JF+6xJHaA3VH/S4kZ6ofMKQqpUp4K++kQgqGSmzw3lIPYxni/5+++/Y+PGjfjjjz9w/fp1dxfLoe7cLbnvmvkotKJM68riEFJt+cVVd54JqYsq6x9UxmBg8fFPx5xcGkJse3r2jmrf9z+L9mPUWxstln8S16Cgz00u3rx33zWWZWEwsPhxw3lk3St1Q6lITdWH8yUPns2o8vuzfjxC2blIneTtGaCJd6pJrb148x6e+WwnihRqp5WHEFuM+/hqYs+JO04oCakKBX11Ccsd47D54E0ssLEsidQN9eF8yR3Hqh6NS7lTiAW/nnBRaQhxrN+2Xab91KROqelgRW5BGZKveNfnDvF+l27lY82OK9T+uhAFfXXIfxbtx+Xb+QCA62mF2HLoJq19ruPq4/mSlTl2IYvO8CN1TnX+FP/cnYLRb2/C2Wu5zi8QITawLItf/r5U48cZaLEF8UC/77yK0W9vwsnLNGjhChT01SEZuQr8uOE8//XS9efxn0X73VgiYktkZCTy8vL4r739fMmqzC1PLkBIXXD7bjGYGiyU23TgphNLQ0j1aHUGHD6XWePHnU7JwZZDNzHmnU1QqmifNfEsxy7cdXcR6gUK+gixQ307X7Iql27dv0+VEHc4fyMPr36xFzczq58e3EBLjIibzfvlX2w+WLvBhwOnM7B0/XkYDCwy8ygnAPEshhpk/yS1V2fO6SPEE9WX8yWrQ6MzICdfiYgQubuLQuq57FokwqJ9JcTdjpy7iyPnHDDjQVWZEFIJmunzAI/O/Btand7dxSBW1IfzJavr5c//cXcRCKnVvlrqJxNvYWBZJF/Jxu5/KSU+8QwsC6zbew2j3tpI2cCdiII+D6BU6ZBfTOmYSd2n0uhx/nqe7TsS4kS1CvpoeRHxIh8vO4bFf5xxdzEIqRYWLNbuSgEAqDU0yeEsFPR5iNnLj2H2cjqEldR9739/2N1FIPVcNc+2tkCrO4m3oP2pxFU+/OGIQ/qmLGtqt2mpvfPQnj4PcSerBHeyStxdDEKqRac3QCSkMSXiHrVb3kkdDeIdWFodR1zkjCOPuilvt6kldh7qlRFCHG7cu5tRWkZpw4l71OaoTJblRpgVSo3jC0SIC9EABvE0LMvyM30GA4t1e6/jk59odZujUdBHCHGKolLah0rco1YzfSyw8cANPP7hNmTnK51QKkJco+LquPe+OYhv/jrjlrIQUh0sa2q3WRZYseUiHdjuBBT0EUKcYt7KE3jiw63uLgaphwS1CPoMLIt/L3KdjOx8OueMeK6Ke6Iu3crHjmOUyZPUXVzQV36bZqqdhoI+D/PmV/uRW1Dm7mIQYtPtu8UoUdIST+IGtVreyZo6HbQningwyoNBPA3X/nINcMWD2k9cysK/F7PcUSyvQ0Gfh7mWVohNB2+4uxiEVNvB0xnQaCkFM3Gd2mbvpJFm4g0oeyfxNAazPX0VzV5+HJ/+fNy1BfJSFPR5oCKFGkUK2i9FPMPCVSexYvNFdxeD1CO12dNn/jg6so94tCrq7yc/HcPB0xmuKwsh1cDCck8fcY5qBX0KhQIAcObMGWzYsAFaLS3Zcqe9yel4ctZ2dxeDkGrLLaQlycR1ahPycSPNlS8vIsSTVDVTffJyNhauOunC0hBim8XyTor6nMZm0Ld48WLMmjULmZmZmDZtGtatW4ePP/7YBUUjhHiL4xez8MxnO91dDFJPMLVa34naRYuE1DE0ZkE8jfnh7DTo5jw2g779+/fjs88+w86dOzFixAj8+uuvuHLliivKRgjxIpSAiLhKbbN3CvjlRdTpIK5z5FwmCksct2WD6i9xto+XHcWfu1Mc9nwGg2lTtbXqq9dThi17iapzJx8fHxw5cgSPPvooAECjocNrayotuwRZ9ygNOPEsqVnF7i4CITVS23bWvKNMfWbiKooyLeb9cgJNGwQ67Dmp/hJnS76Sg+QrOQ59TuNMn7VBi9zCMkSF+jr0Nesbm0FfcHAwPv74Y1y4cAGLFy/GF198gYiICFeUzatMW/iPu4tASI298vledxeBkGpLvVuMV77Yi3ZNw2r8WBamGULaU0JcxdjBvZ5e5PDnJMRTGMz29OmtLO+kam0/m8s7FyxYgIiICCxduhQ+Pj5gGAYLFixwRdkIIYSQajMmDDp/I6/Gj7U4soF6F8RFaptptiq0J4p4GpY1bam21v7SUTr2sznTFxYWhmeffRZlZWUoLCzE1KlTXVEuQgghpEZqs5fPyOJwdupbEBepTc4hW8xjPhrAIJ7AYJG908qdqCrbzWbQ98svv+DLL7/kj2kwplW9fPmy0wtHCCGEVJegfO2KgGGgr2Fnl5vpo3OiiOczD/Ro0o94AtbA8u235f5qs9uuLpQXshn0/fbbb1izZg1at27tivIQQgghtcLYkX2TNT+nj6I+4sHMqy8t9SSewHzQzbzO0qy1Y9nc0xceHk4BHyH1kLXN1ITUVQKBjeVBVTCYn9NHVZ+4iDP6sQaLmT6qzKTuM1gZdKOsyo5lM+jr1asXfv/9d2RnZ6OwsJD/Rwjxbhqt3t1FIKRG7NseZXZOH0V9xIOZz5SwNHhHPERle6ppptqxbC7v/PHHH6HRaDB79mz+Gu3pI8T7qTUU9BHPYk8mRPPsndTPIK7ijKrG0kwf8TAWiVwMlddfqsv2sxn0nTt3zhXlIITUMf9eynJ3EQipEXuzdwrs2BNISF1hoJkS4mEsB92sLOmkqmw3m0GfwWDA8uXLceDAAeh0OvTq1QsvvvgiRCKbDyWEeLAlf55xdxFILSUnJ2Pu3LnQ6XQICgrC3LlzERsbi+LiYrz99ttIS0tDSEgIvvrqK4SHh7u7uA7D2NywYB1rtqePgj7iMk6oa9ayd1K9drz62tY6msHAVpo92WKpsqsL5YVsfkR++eWXOHbsGJ566ik8/fTTOH36NB3OTgghddg777yDOXPmYOPGjRg1ahQ+++wzAMBXX32FLl26YNu2bZgwYQLmzJnj5pI6ln0zfTCb6XNUiUhNJCcnY/z48RgzZgyeeuopZGRkAACKi4vx/PPPY9iwYZg4cSJyc3PdXFLHcUZVs1geZ7Aya0Icor62tY7GrbTgblvW2cpvk9qxGfQdPHgQP/zwAwYOHIjBgwfj+++/x8GDB11RNkJIHfTHnOG1fiwtNXI+jUaD119/HS1atAAAJCYm4u7duwCAffv2YdSoUQCAkSNH4sCBA/wZrN7AjpivfE8Jd5s6F+5BHWjHsFjeSXXZaepzW+toFkc2mNVZPQ1aOJTNoI9lWYjFYv5riURi8TUhpP54bkwbyGVifP3WA7XqYFMHxPkkEgnGjBkDgFue/80332DgwIEAgJycHH6JkUgkgp+fH/Lz891WVkezK5ELAAa1P/KB2Ke+dqCd0STS4dauUZ/bWkdjwfLZl63NTlP/wX42N+a1aNECc+fOxZNPPgkAWL16NZo3b+70gnmbhJhA3MwscncxCKm1ycNbYnTfJgCAxjGB+O7d/nhpwT81eg6DgQWEzihd/bRt2zbMmzfP4lpCQgJWrlwJjUaD6dOnQ6fT4YUXXrD6HAKBHRvh6hh7lnfCYqbPMeUh1VebDnRkZKTbyuso1ZlV9pWJUKrSVfs5tToDf1tvuamPv2kwsPy5lsQ2amudy8ACQkEle/rMv6B22W42g75Zs2bh008/xWOPPQaDwYDevXvjww8/rPUL1tdNr42i/SnoIx7Lz0eMCQMsB3saRPijVeMQXLpV/dFLWt7pWMOGDcOwYcPuu15aWoqXXnoJQUFB+P777/nVGREREcjLy0NUVBR0Oh0UCgWCgoJcXOq6yWC2vIiWdzoXdaBrplFUAC7frn47a37GqrU218CyENh5smV9Qm2tc7GsaRDC2uHsNNNnP5tBn5+fn0MTt7zzzjv47rvv0KJFC/z3v//FZ599hu+//55fs//jjz9iw4YNmDNnDr766iuHva7bUV0lHsxaY9urfUzNgj5qtF3inXfeQVxcHGbPnm2x5LFfv37YsGEDXnzxRWzduhVdunTxquX6dgVrtKfPZagDXTOBfpIa3V9ldsaqtYkSWnXhGPW1rXU01jQ5XcWePmqX7WV1qOz1118HAIwaNarSf7VRX9fsA7RciHieIH+pzfuM7JWA0X0Tqv2cNNPnfJcuXcKePXtw6tQpjB07FmPGjMFzzz0HgGvXz5w5gxEjRuD333/HRx995ObS1h0G8+ydbi5LfWXsQC9evBgSiSnQMXagAdTLDrRAwKBlfAgA4IFODWzeX20+02flzDNqi+1Hba3jGMzPSbW2p89Q8VGkpqzO9Bkrrj1LOSuqr2v2K+rYPBwikQDX7hRCUaaFTk81mdQ9/To2wMYDNwBU2BdiRiBg8MzI1ujWKgoioQDTvz1U5XNaex7iOK1atcLVq1cr/V5QUBB++OEHF5fIdaqqXbHhvsjILcXTI1tjxZaL9z/WfKaP6qnLGTvQTZs2xdixYwFwM3zLli3D66+/junTp2PEiBHw9/fHF1984d7COlBVA8J9O8TiwJkM9GoXg6Q20TAYWPhIRdh3Kh0A0KVlJE5ezr7vcWqNaf+f+VJPc7Tqwn71ua11NL3BUOnh7BbHj1CdtZvVoK9NmzYAgA0bNmDu3LkW33v11VfRrVu3Kp+Y1uxbYs26IwzD4KOp3QEApWVaPPbBVgBAgK8ExaUat5SPkIrM66y+ioEJoVCA9s3CkZZdYvM5qdEmTlVF9Zr2cHv8ffgWmjcKsvpQU8pwxxeNVK2+dqDZKirtUyNb4dmxbRDsL7O4bkwMF2xlNYb58k61RdBXeWeaEGfo36Uh/jmZhnZNw3ArsxglSuv9W7VGz8/0WeYeoqDPkawGfbNmzUJ2djaSk5Mt0szqdDrcvHnT5hPTmv0KrNRVXx8xxvZrgiaxgdDqDPj6zzMuLRaxrb4mHzLXvFGwzfsE+Nred0IdDeIOUokQ7ZqGo13TcCjKrGwbYE3n/FXVESfEFV57pAMiguWVfu/ZsW3wv3+uIal1FHb9e+e+76vNgz61+VJP031o1QVxJj8fMV5+uD2eGdUagX5SzP/lBA6fy0SnxAicuppz3/1VGn2le6ppT59jWZ1Ke/jhhzF48GD4+flhyJAh/L/Ro0fjl19+qfUL0pp9oGLCrKmj2+CBzg0xKCkOQX6291ER16q3BwazgI9UhMnDW2Law+1t3j3AV4LOLSLw2KBERIVW3lmhNfnEmSoL1po2CMSqj4fyX/v5iPHUiFaVPtaUvdN5ZSTEgpW6JhRaz6zZtkkYPn6uh8Vg3H8e68jfLi7VQCLiuncqs6We5is2aNaEONPI3gmQiIUILO/Ttijfkxob4Vfp/VUaPZ+9U6+3kr2TBirsZnWmr23btmjbti169uyJtLQ0dO3aFYWFhTh58iQaNmxYqxerr2v2Act2vaokyTTCXLdUlnxo1apVALjkQ6tXrwbAJR+aPXs2tFqt1wxWsAAEDO47qsEahmHw8XM9AAAnLmdVeh/qaBBnqqx6JcQGQSa1/Kgb/2BTFCnU2LD/Bn9NpzNQ9k5SZwirsb0lOECGd57sjIgQOfKLVPz1vMIySCVCaHQGi+Wd5uf3UQea2INhKm9vu7SMxFtPdIKvj2U/aHjPePj5iNGtdRQ2H+RWCybEBuJmBneUmUarh0TMpZM1r7OUyMWxbB7ZsGbNGpw6dQq//fYbVCoVfvzxR6SkpGDatGk1frH6umYfsOxEiEXWG/MRvRLw+44rrigSqYZ6n3yolodd+/lUHvhSR4O4WliQz33XGIbB1NFtLII+tda0p4RiPuIq1qqaSFi9nAZ9O3LZPK+YneOXV1TGd7rN9/dZO8qBkJoSMAz0lVSiod3j4Ce/f6uHRCzEwG6NAHBJ4opK1Zg0rCXeWnyAv49UwgV9KrVpdtpAe/ocymarsmfPHvz8888AgKioKKxatQpbt251esG8mbCKxvyRAc3w66wh6JQY4cISEYBLPtS3b1+Lf1OmTAHAzfi9/fbb9Sv5kB0NbMVRPiPKVEtcrV3TMKvfe3+KKSGZzsqSIkKcyVpd85HZHJO3EBxgSvai1RlQWKIGYLm80zyrJw3AEXsIBfcPCD/QqQGS2kTbfOzbT3bGpy/0hE+FFRhioXFJsmlwQk/ZOx3KZqtScbmaWCy2OICSVI95VTXfZF2RUChAcIAMbZqEVrrZ1eI5WZZ+Fw5EyYcqYKteilyVitnmjMw7IIQ4WsUO9Ozne6B1QqjV+/doa9lBqSx7HCHu4FvDoC8kwJQPoHVCKC7evAcAUChNiYvMO9PUgSb2EAoZoMLHuX81krmZC6yQwyLrnhIA108wLh/Vak0DxXSUjv1sTkt06tQJb731Fo4ePYpjx45hxowZaN/edlIHUoFZXRVVsUHbqLLp8Yqo/rtGfU0+xKWwr91j46MDKr1e1YAHIY7mJ6/Z3yPt6SPuFh7sg4TYQDSM9K/R48QiIeKjAxAe7IN+Zge4F5TP+AGWg27m+/sIqbn7OwcVZ+5s8a/QPp+/kQeA6ycY9/eZnzNJAxX2s/kb+vDDD7F48WLMmzcPIpEIPXr0wCuvvOKKsnkdiViIIH8pRvZKsHnfBlYyHJkzGNhKp9iJ49Tn5EOc2tWvTi0iIBYJ7utYqCjoI05UsUtQ05UQxgQC1Lcg7jKgSyNMHNqiVo9d+GofsCyLzNxS/lpBsSnBi/mgGwV9xNF8ZTUdZDO1zwO6NsSeE2kAAKVKB4lIALVGD7Wu8iNHSO3YDPrkcjlmzJjhirJ4NRYsIkPk+O7d/tW6f7OGQWgY6YfWCWHYfvR25c9JPROno+RDtRMRLMeKDwdj+aYL2Juczl+nmT7iVBWqbE2HLLYcusU9DbWtxEUqVjV7dmwYZ1riok2zhLkFZfxt80E3jZbaYmKP+9tIqbjmOQ1mPt0NJy5lo38XU9CXX6wqn+nTWvQZaB+q/WwGff/++y+WLFmCoqIiiw/CzZs3O7Vg3oZla9aYyyQifPtOfzAMg73JaZV2lukPgDiTPcs7AW69/rNj2loEfbSnj7hSdWb6JCIBNBVmPahpJa7ijPEFsUiI96d0xd7kdPx70XR8jnkiFzUFfcQO5vW2S8tIhAf7oE/HBtYfYEX3NtHo3ibaoj7mFpZZLO8UMFybTINx9rMZ9M2ePRvjx49Hq1atKGmInWr60zP+vH2kosqDPvoDIE5m7598gK8E4x5oivX7rgOg5Z3EuWoza/LUiFZYtvGCxTUaUCPuInDQlo0ebWMAMDh6/i5/TVFmSupCM33EUQJ8JZg23r5cH9LyIA8AcgqUiAjmjtrRaPVcX5hlqV12AJtBn1gsxtNPP+2KshArAn0lfPplc1T/iVM5qH7JJKbGXE0zfcSJ2AqVtjoDlaP6JGBk7wS88sU/SMtWAAC0OuoQE9eoWGerez5fdbRqHGLxtXk/QqOlPX2k9pzR/fy///TFvlPp2HTgJu7mcZk81Vo9hAIGegNrcawOqR2brUuzZs2s7mki1WfP8QpRob5Wn5MQZ2EBMLU+tMFEbra5u0xNnWniOtVpchmGgUDAwM/HlJmXlr4Rl6nwMe7IoC/QT4qGkaakcIUKU9BHdZw4iqMWATZrGIxRvblEh8YzfRVlWtNSTxqMs5vNmb60tDSMHz8eMTExkEpNZ2rQnj7XaRTlj+Nm6/KN9DTqQZzNAY15kL+p3SguvX/GmhBHqTgOJhEJK79jJczrKc2CEHcRV+NIp5po1TiUn8G2nOmjDjSpPfO2VuDArV+RIXKEBcqQV8RlnS0sUXNBX5mWEsE5gM2g74033nBFObyePZNyfTrE4q891+67TiN1xJkcNZMcbHYAa1GpxiHPSUh1SGqQTc58RQV1iImrVGxlfX0ce9ZrkwZBAFIBAHmFpkyeNGtC7GLWP5CIqz+4ZgvDMGjTJAz7TnEJ4IoUan6/H/V57Wcz6GvevLkrylEv1HYwpHFMIH6YPgA/b7qIfy+ZZvxUatofRZzLEeN35jMoRQqa6SOuU5POSEyYKeijM8yIu8hreNaZLT3bRmPj/usQCBikZpXw12k2mziKI4M+AGidEMoHfYUlagjKx+5ops9+NoO+7t27g2EYiz1p4eHhOHDggNML523s2R8VG+6HN5/ohBcX7OGXaFD6e+JMNT1mxJqQQBl/m4I+4kwVZ6eN55ZVR0w4BX3E9Yx11nh0iKOzcgf6SfHD9IHYeOAGfjLLUqtUaat4FCFVM6+lIgcvSW6dEMrfzrqn5Ntxmumzn81PxCtXrvC3tVotdu7caXGNVI8j2nFfHzESGwXz+/so/T1xPvsbc3+5BO9P6YZd/6bi0s17diU1IqQqxmb2qRGtIBELapQUIybMlPCClncSV3vowWa4m1eKDs3CnfL8zRoGWXxdTEvtiR1Ylgv2dHrW4X3RBhF+aNMkFKVlWtzKLOYnOGimz341ShMlFosxYsQIHD582Fnl8VosWIeslZNJTHE6/QEQZ3JkdtgebaPRvlk4SlU66mwQp2veKAij+zSp0WNCAkwz0mW0ioK4WHSYHG8/2RmyGsxO10SzhsEWX1M7TOwlLe+POrovyjAM5k3rjWdGtQZgmuCg1W32s9m6FBYW8rdZlsWFCxdQXFzszDJ5LUdMbvjJzdPf0x8AcS5HTsjFhnMzKek5CgSaJXchxGHsGKcwPxS7hDrExEVcdfKSWCSAv1yMEiW3rJOW2hP7sGgZH4KTl7PRq12MU16heaNgCAQMfyg7DVTYr0Z7+gAgNDQUM2fOdHrBvI2jGvbgAPNMiNRoE+dy5CJMY9CXkauwWLNPiKMYD7qu7f7ppg2DcD2tkDoXxA2cv+R9aI94/LXnGmLCfHGvPCU+IbXVOCYA703q4rTZablMjGYNg3A1tQCA5ZEjpHZqtKeP2McRTXqIv2kJUkEx/QEQ53H0CHREiBwiIYO7eaWOfWJCKqplYzv7+R74aeMF/HMyDTq9waEHZRNSGdae6ekaenRQIpo1DEZqVjFWb7+CMrWuRsmOCDEy9g+cFfAZJTYKpqDPgaz+tnbu3Hn/nUUixMXFoUmTmu2VIOUcsFbOPP19fjGN1BHn4fahOm70WShgEBkip6CPOI29AxX+cgmaNwzCPyfTUKLUINhskI0Qpyivs67IbSUVC9GjbTSMK5lT7xajRXyI81+YeB1XDVV0TIzApoM3EREiR26BEiq1zumBpjez+pP77bffKr1++/ZtPP7445g2bZrTCuWNHJUUo3VCKIZ0j8Phs5kWB60S4miOOrLBXFSoLwV9xHmMHWg7niKwfGCtoFhNQR9xGVfmM+YObAeupxdS0EdqzRVZuDu3iMDcl3pBUabF3JX/4lZmMVo2pjpbWzUO+hQKBcaNG0dBXw2xcEyjLpeJ8cqEDtDqDDh9NccBz0iIdY5u0iOC5Ui5U+jgZyXEkj2dEX7vaY4CCbGBjioSIZVy3eJOk9BAGYL8pLieXuiGVydewUUZiBiGQdumYbhXxE1yXE8vpKDPDjXesODj4wOxWGz7jsSSg2dN4qMDUFCipgxcxKME+UtRotRAr6fDr4njOWJ/VGy4HwQMkJZT4oASEVJNLjy7lGEYNIz0R2YurbogteOoiYzqCgmQIcifBirsVaOg7+jRoxg6dCj69OnjrPJ4LYODD6SOiw4AANzJoo4JcQ7WCes7jXtSKTsicQZHDD5LxELIZWKqo8QlHHkeak2EBsooLwCpNa574NqBioSYQKRm0ZFx9qhR0JeQkIB58+ZhxowZziqP92IBgQP/QBqYpb8nxBmcMZJnPJ8v5U6Bg5+ZEBN7m1q5jxilKq1jCkNIFVgH7EOtjZAALuhzV9BJPJexzghcXGlDA2WUtd5ONQr6IiMj0aVLF2eVxatxM32Oe76wIB+IRQJkUlIM4iwOHqgAgKDyoO+zFf869HkJARy3P8pPJoayTOegZyPENke3tbaEBMqg1RmgKKPBDVIzBuNAhYujviB/KYoUahqosAMdQuQijp4KFwgYhAX54B5l8CROYmBZhw8/y2Wm3FFlaupUEwfjZ03sq7gyqRAqDdVP4nwG46yJizvQIQFcZtp8OqSd1JAx6HL17HSQnxR6A0tL7+1AQZ+LGFjW4SN5vjIRLUEizsM6fvlGgwh/+PpwiaAu3rzn2CcnpJy9Ta1UTEEfcQ1D+bSJiyf6+KDvHu3rIzWkVHFto4+Lz8sLDfIBANyjgYpaq1bQV1BQgF27dmHPnj0oKaHEIbXBOnh5JwD4+oj5Pz5CHI0bgXZspRWLBPhp5iAA3MHAhDiSI7J3AoBMKoJKo3fIcxFSFeNnuKsPnA4NNM700WohUjPGrPHGPfquEl4e9F2lnAC1ZjPo27VrFwYPHoyVK1fip59+wqBBg3Ds2DFXlM2rlJZpLZa2OYKvj5jW4xOn0ekNEIscvxjAz0cMH6kQ+SU0Wkcci9/qYe9Mn0QINQV9xAUKyzvQwf6u7UCHBvqAYYDsfAr6SM0Y62yQi4O+Jg2C0LRhEP73zzV+hpzUjM0e3aJFi7Bq1SqsXr0aa9aswfLly7FgwQJXlM2rFCrUCPKXOfQ5fWViKGl5J3ESlUYPqUTolOcO8pOhsISycBHH0pWf/ygS2jdYIZOIKOgjLmFsB13dgRaLBAgN9EEmZQAnNcTP9Ll4oEIoYDC2bxNk5ytx7nquS1/bW9j8ZJTJZEhMTOS/bt26tUvP5vAGer0BxaUahzfqNNNHnKlMrYOPxDlLjvx9xVAoqe4Sx9JouUBNKrZvsIL29BFXKSxRg2GAAF+Jy1+7XdMw/HspiwaPSbXkFZYhM0+BohLj8k7X19kebaPh6yPGnpNpLn9tb2Az6EtKSsKPP/4IpVIJtVqNP/74A82aNUNRUREKCwtdUETPlVdYhv/+cw33ilVgWdPB1I7i5yOGWqPnOzqE2ItlWWTmKsCyLIoUaqet2ffzkUBRRhm4iGMZZ+ckdgZ9MokQaq2eUoMTp7mamo/MPAUKFWoE+EogtHN2ujaG94yHSqPH/lPpLn9tUrftTU7DsQt3+a9ZlsV73x7Ca1/uQ1a+khuokLs+6JOIhejdPgZHz9+lDOC1YHMY/9dff4Ver8f//d//WVzfuHEjGIbB5cuXnVY4T7L/VDp2Hk/FjKe6wq/8D2HV9svYcyINOQVKAI4P+oxrml9a+A+WzRjo8pTPxLMplBrsOZmGId3jICuf0Tt24S7mrjyBFx9qh4IStcPrrJGfjxhZ9+iMSeJYxr0mgXbOmkglQrAsoNEZ7J41JPWbXm/Az1suomPzCHRpGQkAKChW4e2vDyIkQIpmDYNdvrTTqHmjYMRHB2DXv3cwrGdjt5SB1D2FJWr83++nAABrPhte/nmtRE4+15fddTzVbQMVAPBg54bYcSwVR8/fRf8uDd1SBk9l8zd28eJFXLlypdJ/FPCZrN5+Beeu52H3iTv8tZzyDdI7jqUCcPyafXl56vucfKVF+nud3oC5K//Fldv5Dn094l3+2J2CnzZewNbDt/lryVdyAAA7jt2GWqN3WnIBX7kYJWbLO1mWxXNzd+Hg6QynvB6pH3ILyuAvl9idCdE4CKKikWRip9Mpudh04CbmrDgOffme00u3uM/m/GI1jl/Mctrgmi0Mw2BA10a4llaI1CzKplxfbdh/A4fPZvJfp6SZsmMeOcddzzPL8lqq0rk8c6e5Vo1DEBkix95kWuJZUzaDPo1Gg127dmHDhg3YsGED/ve//2HRokWuKFudtXr7FUyZvQPZ5aMeWp0e2fncrMV+s05rbiH3feOMnKM70IO6NcLk4S0BAGfNNrXeySrB0fN3MXflv1Br9Vix+SI16PVcalYxFq05hQKzM5kulw8KHDxjWtqTW8A17LcyufoSHOC8mb5SlZZfPpdbWIase0osXHUSAJBfrIJWR8uW7XXp0iW0adOG/1qj0eCdd97BsGHDMG7cONy4ccONpXMMg4HF4bOZKC7VILtAiYgQH7uf05jA6JnPdqFEaX0ZcmaeAhmUCIOUU6l1mLPiOA6cNrWp19IKAQA6PYuz1/MAAPcqHJMQ5OfYJG818UCnBhAKGPxzgjrQ9vDUtjY9pwTLN13A/F9PoKA8o7axnyASCvi6bLyWGBcMgPsMdxeGYfBA5wY4dy33vr8lUjWbQd8bb7yBJUuWYMGCBdi8eTPmzZuHa9euuaJsddbmQzdxr0iFvw/fAsAdFGlggUZR/rieVoi7eaUwGFjkFaqQEBvIP87Ro3lymRgTBjRHw0g/3MooxsEzGUi5U4DMPK4TotOzOHIuE+v2Xcc3f55x6GsTz7J251X8czINf+xO4a/dK+Qay+vpRfwS5LyiMosZaUdnnDXyl0tgMLAoVKihVGktkroUKdR4bu5ufnkJqZ2ysjLMnj0bWq3pZ/vbb7/Bx8cH27Ztw/vvv4/p06e7sYQ1dzevFHNWHMeN9EL+2uGzmZj/6wksWnMKuQVKRATL7X4dWXnQp9Hqcez8Xav3e2HeHrw4fw9YlsU3f53Br1sv2f3a9Z2ndp4B4PC5TBy7kIXPVyXziYDyi1WQy0Tw9RHzMxP3ilQQiwTo0CwcgOP7BjUR5C9Fl5aR2Jucxs9Ekprx5Lb2enoRf3tfMhfg5Rdzy+TH9E3A+et5KChWIb886BvaPR4AkHVP6dqCVtC/c0MYWGD/KVodVBM2g77Lly9j3bp1GDBgAN5//32sXbvWIQe0e2rDXlCsQml5xsz9p9KgN7DIK+88j+3bBABw8EwGihRq6PQGPNjZtN5YLnPOyEhcVAD+vZSFhb+dxFuLD/B/jCVKDW6Xz9hcSS2gEZF67EZ5w37gdAZ0egMMBhb5JWr0ah8DAHzH9l6RCj3aRfOPc9byTuMo4XNzd+OF+XuQW2D6ALl6pwAarR6HzmbyqaFJzc2fPx9TpkyxuLZv3z6MHj0aANC1a1cUFBQgMzOzkkfXTVsO38SxC1n4adMF/ppxlcPJy9lIy1Y4KOgzLQ89dZVb8mzsEKdll+BMSg7UZgm00nMU2HEsFX/tuYb0HPs/H+srT+48A8DNDFMH2timFhSrEBEst0g+kV+sQkiADO2ahQEADG5OGDSgayMUlKhx7EKWW8vhqTy5rb2TVQyhgEHjmAA+6CsoVsFfLkH/LlxgdfBsBu4VqSARCdC7vM8wOCnOncVGTLgfEhsF45+TdyjhVg3YDPoiIiIgEokQHx+PlJQUNG3aFGVl9gUPntywZ+ZxyzgHJ8Uhv1iN89dzkVfEjYC0iA9By/gQHDyTgdzyQDAmzBfjH2yKAV2dt9k0LjrA4uuN+00B8z/JafyZVf9Qilu7eOpAhUarx917pWjaIBAlSg3OpOSiqFQNg4FF24RQxEcH4Mj5u1CpdSgt0yI8yAct40MAAFGhvk4pk5+cC/rUGj0KS9RYb1ZnD5iN3B0+V/c+JD3Bnj17oFKpMHToUIvrOTk5CA8P578ODw9HVlbd7OidupqDpz7Zjn8vmsp37U4hAODCjXt8IqC7eaXwl5sG1ByxvNN85uX4xSz8tScFD8/Ygv2n0rHwt5P4cOlR7D6eyt/nrz2mGfStR27b/fr1lSd3ngFuQKBJg0BEhMj5lPLGAO/Bzg2h1uhx7MJd3Cvirg1OikPL+BAM6e7eDnS31lGIDvPFf/deow50DXl6W1tQzCVsG9itEW5mFiE1qxgFJSqEBEjRKCoA8dEBOHA6g6vHgTLIpCL8NW8EHh+caPvJnWxQUiOkZpXgTAqd2VddNoM+uVyOzZs3o0WLFti2bRuuXr1q91ENntywGw9SHZzUCD5SEfadSueXyYUGytCnQyxu3y3mE2KEB/tgysjW+M9jnZxWpkaR/vztIH8pChVq+EiFkIiFKCxRo1vrSLRqHII9J2hEpLY8eaDCmNFwYLc4+PqIceB0Ou6VD1SEBMrQo200Lt26hxvlo9ShgT6Y/lRXfDQ1CT52JsSwxq9CqmfzRET7T6fDXy5GXJQ/P/JIKrdt2zb07dvX4t+UKVPw/fff48MPP6zWcwgE7snAZsv2o7eRX6zG8k0X+H3R94pVaNMkFAxjGsS6V6RCu6amzpUjZvrizQbStDoDft16GTo9i993XOH3by/dcJ6/z97yetquaRj2nLhDqcRrwdM7zwDX1oYG+KB/54Y4W77fqKBYheAAKVrGhyAi2Af7ktORX1yGkEAZAv2kWPhqH8RFBdh+cicSChiMf7AprqcV4uw16kBXxlvb2qJSNQJ9pejTIRYCAYP9p9JRUKxGcPnWjr4dY3E1tQBXbucjJIC7JpOI6kS2+P5dGiI0UGaxbYVUzWYN/PDDD3H58mX06tULAoEATz75JJ555plav6CnN+zGDnREsBw920XjyLm7yM5XQiYRQi4To3f7GAgYYN1ebt9jeJD9o862GDfWAsAjA5oDANRaAx7s3AAAEOIvw6BujZCRW4qTl7OdXh5v5MkDFcYlkuFBPujZNhrHLmTxsyQhATL0ahcDlgX+2HUVABAWJENIgAxdW0U5rUxNzPa6juxlShXeqx23dCTIX4b+XRrh8u18XEmlLLTWDBs2DAcOHLD4N2LECBQWFmLixIkYM2YMAGDMmDFQKBSIiIhAbq6pU5ebm4uIiAh3Fb9Kxn17mXmlSL6SDZZlUVCsQrOGwejQLBy7jqdCrzcgv1iF0EAZnh3DzcLHhvvZ/doSsRCvPdIBC1/pgwYR3POJhAJk5pWiTK1HaKAMxvEz85ThE4e2gFKlwz4698wqb+08A0CRQoNAPwke7NIALMsNTBSUqBESIINAwOCBzg1xJiUHGbmlCA10X/KWyvTv0hAhATKs3ZVCg8OV8Ja2Vm9gLfZuFis0CPCTINhfhg7Nw7H/VDrulQ9UAEDfjlw/MqegjA/66gqxSIiHHmyKizfv4cKNPHcXxyPYbDkbN26Md999FwzD4KuvvsKJEyfwxBNP2Hxib2nY07JLsGjNKdy+y+2NM3agA3wleKBTA5Spddh94g6/HCg4QIb2zcKh0ughEDDwdUGGo9BAH3RpGYmE2EB+GWmbhFA8MqA5osN80at9DPp1aojYcF8s33QROtqsXSOeNlChN7A4cDqdz8RpnJ0O9JOgb8dYlKl12HGUW5oWEuCDuOgAdGgejtPlSyRCA50/UCGXiZHYiBuseGRgc/76Y+VLRmLDfTGsZzyC/KRYueUSdUJqYMKECdi9ezc2btyIjRs3AuDOVfXz80O/fv34aydPnoRUKkVMTIw7i1spvYFFbmEZHu7fDCEBUmw5fAulZVpodQaEBEgxrGc88opUOHgmA2VqHUICZBjdJwE/zRyEhmYrH+wxKCkOLRuHoF8nrtPTuYWpw2a+tOnJoVwG5WB/bjanSYNA/O+fa9BoKftsZbyl8wwA52/k8UcjsSyL4lI1Av2kiAnzQ8v4EGw8cAN6A8vPmjzQqQHKJ60RWgc70I8MbI6LN+/xK5VI1TyxrZ314xFMnLWdzzpcXKpBQPm5pg92aoCcgjLkFZoCvMgQOVonhAKAW49psGZwUhyC/KVYs/Oqu4viEWyu3erfvz8YxjSNyzAMfHx80KxZM0yfPt1q4zts2DAMGzbM4tpff/2FpUuXYuLEify1MWPGYPXq1XzDHhfHrW2vKw37r1sv4diFLFxLK8SStx9EoUINfzl3KGXbpuEIDZThXpHK4o/hkYHNcTolFwYDa/Gzc6bpT3WFTmeAXCbG0ukDEOgnha+PGD/OGMjf55nRbfDp8uNYv+86JgxoXsWz1U/btm3DvHnzLK4lJCRAoVBg5cqV1XqOujBQsfPYbXz3v3OICpXju3f78wMVQf4yNG0gQ0SwD85cywXDmI5keLh/M35dvKs6I5883wNpOSUIDpBh+lNdYTCwiI8OwLxpvdAoKgA+UhGeHNYS3/x1BjuP33H7vhdvMGnSJHz00UcYMWIEJBIJFi5c6O4iVaqkVAOWBcICZRjaozF+33EFF8qXAAf7y9CtVRRCAmT4bRt3VmxooAwMwyAyxP6lnRX179wQf+1OQb9ODeAjE2FfcjoaRQbgubFtcPT8XYQFyfDjjIGQiAVgGAZPj2iND5YewcYDN6idraYJEyZgwoQJ/NeJiYl8h9nYee7SpUud6jzn5Cvx/neHAQBfv/UAwoPl0OlZBPpxHej+XRri2/+eBQC+A90w0h++MpHbzzmzZnBSHDbsv45ft15Cp8SIOrGEz1PVxbb2bl4pzl7jZsR+23oZ05/qyi3vLK+L3duYkriZZ+4e0zcBF2/e47Ma1yUyiQgT+jfDso0XcPpqDjomuj9uqMtsBn0DBw5EaWkpJk6cCIFAgP/+978oLS1FYmIiPvroI/zwww/VfjFPbNivphZAJhEiLbsEx87fRZFCjSB/rlEXChiM7tMEK7ZcRE6+KftgmyZhGNC1IcJcsLTTSCoWQirm/iBjrCxv6tYqCj3bRWPNzqvo0TYaDSIcMyLuLbxloMI4Y5d1T4l/Tqbz54wF+nGDFWP6NcGyDRfAsuCT/LRrGoawIB/kFZbZfbB1dfn6iNEijksYY1zWCXB/P0aDkxrhwOl0/Lz5Ajq3iHDp35S3uHrVNAIqlUqxYMECN5bGutt3ixEVKodMIuIHKgL9pejZLgZ/7r6KVeUBXkiADEKhACN7N8avW7lrwU46WgQAIkLk+GPuCIiEAnRpGYlOiRFoER+Mlo1DMLoPl7E5OsyU8Kh983B0bxOFP3en4IFODREeTHXWHnWx8wwA58zOxv1jdwomD+NmfAN8uQ507w6xfNBnft7p2092wSc/HUOTBkGuK2w1iUUCTBzaEl+uTsbBMxn8LDepnrre1t4pP6+5XdMwHD2fiTtZxVCqdAgsn+mTSUXo0jISJy9nWyTH6t4mGm8+0QldW0a6pdy2DOsZj40Hb+LXrZfQvlk4DVZUwea0xMmTJzFnzhy0atUKLVq0wAcffIBr165hypQpyMhw3PkYkyZNgkajwYgRIzBnzpw60bAXl2pQUKLG44MTERPmi7/+SUFhidpihG5ojzgE+UnxQGfL7Jz/eawTv+ynLnlxXDtIxEJ889dZPjkCsc4Tl2/cyixCr3YxSIgNxPp911BQrIKPVMinoR/cjQtSzRtGhmGw5K0HsOz9gZU+p7swDINXH+kAvYHFkr/O0DJPL3X4XCZe/WIvPlp6FPry8xsBINBXiuAAGXq3j0VqFncUgrEDPcJsL6izzzkzDo74SEV4sHNDmys4po5uAwMLLF1/jupsLVTWef7777+xfv16tG7d2o0lM0nLVkAkFGD8g01x5FwmLt3ilnkaZ/r8fMRIas3tizZPLtSlZST+N3+kRbKguqRvh1jERwdg1fbL0OpoK4g3ycjl9vK/+FA7CAQCfqWEcXknALz8cHsktY5Ch+amrSsMw+DBzg3vS8BWV4hFQkwc0gLX04so47cNNoO+0tJSKBQK/muFQgGVSuWQF6/rDXthCfc+w4PlGN+/GW6kF+HSrXwE+po6GHKZGD++PxBPj2zlrmLWSHCADFNHtcbFm/ewwyzlOKm5ujhQAQAFJWqEB/vg4f7NkJFbim1Hb/OjzwA3mvfl633xf6/3tXicn1zitCMa7BEV6ounR7TCqSs52HGM6qw3OnKW+6C+fDufP+cUMHWgR/Q2BXjGpXJymRiPDuKWT9a12bSoUF9MHJKI4xezcLSKw92J58rKL0VkiBxj+jWBWCjAL39fAgCL/sHbEztjzks971uhIBHXvWVyRgIBg6dGtELWPSW2Hbnl7uIQB1KUaSAUMGgQ4YcHOzfgz2U07x+EBfngg2eSXLK335H6dWqAuCh//LbtMuWtqILNoG/8+PF45JFH8PXXX2Px4sV49NFH8fDDD+O3335DQkKCK8roNsrytNtyGTe6a8y2FeBnOdrhIxW5bO+eIwzs1gjtm4Vh5ZaLdGB7DdX1gQqd3gC1Rg+5TIye7WIQG+4Hrc6AoAr7R5o3Cq6Ty4usGdazMTo0D8fyTRdwt/ysTOI97mSXoHOLCMRHB2DNjivIL+YG3IyrKhIbBcNXxs1Uy2WmZUcTh7TAf+ePtLhWV4zu2wSNYwKwdP15lJZpbT+AeBSlSgc/uRjB/jIM6NaIn502nzWRSUUWx4l4is4tItCxeTh+33kVxaUadxeHOEiZSsf3V8f2a8Jf9/ete+1nTQkFDCaPaIW7eaXY9e8ddxenzrIZ9D3//POYMWMGSkpKoFKp8OGHH2LKlCno2LEj5syZ44oyuo1SVR70ScUQiwQY05f7I1F5+BlMDMPglQkdoNOz+P5/tPzImxjPB/OViSAUMHhkYDMAwI2MQjeWyn4CAYPXH+0IoYDBojWnoKelyV4lO78UseF+mDi0BTLzSrFh/w0wjOk8R4Zh8P30AVj85gMWj2MYht/LXNeIhAK8MqEDCkpU/DIq4j3K1Dr+HNOHHmjKX/f3rZtL4GqCYRhMHdMGZSot1uy44u7iEAdRqnXwKR88axQVAJGQm6zwr6PLNmuqa0vuTOo1O65AqaKBtspUK9Vgnz59MHPmTLz33nvo3r07AKBNmzbw87P/PKS6rExlmukDgGE94pHUOgoje3v+DGdUqC+eHNoCxy9m4dAZWgPtLYwzCsY627djAzSM9MekYXVvf2lNhQX54IWH2uHy7Xxs3H/d3cUhDqI3sChT6+FbvgeqeaMg3CtSQSIWQmi27zTYX4YEs/MdPUHzRsEY2TsBW4/covMmvYxSZQr6okJ9kRDD1c26mOGwNuKiAjC0Rzy2Hr3NJwAhns18oAIAFr3xAPp3aeg1Sf0YhsHU0W1QUKLGX3uuubs4dZL788vXYcaRAuPIiEwqwgfPJKF5o+CqHuYxRvdtguaNgvDD+nP8Hhri2cr4Jcnccg2RUIDv3u2Phx5s5s5iOcwDnRqgR9to/LbtCn92JvFsKrNl9AzDYPIwbn+0WuMd59w9ObQFQgNk+ObPM7TXxIuUqXX84BoALHi1N37+YLBHbfWw5YkhLeAjEWL55ovuLgpxgDKVZdAXHx2ANx7vBLHIe0KB5o2C0b9LQ2zYfwOZeQrbD6hnvOc37QTKCh1obyMUMHjt0Y5QqrT4cf15dxeHOIBxps/XS+sswzB4+eH28PMR4/9+T6bscl7AOFBh7Iy0bx6Obq2i8EBn70gXL5eJ8eJD7ZCaVYL1+2iG2ltUnDWRSUR1LqGQvQL9pHhscCJOXcnBiUtZ7i4OsVPFOuutnhrRCmIRg5830WBFRRT0VUFZ3oH25j+SuKgAPDYoEQfOZFCWOS9g3IfqI/PeOhvoJ8UrE9rjVmYx1u66avsBpE4zrqiQS00DFR880w1vPdHZXUVyuKQ20ejRNhprd16l0WcvwLIsylRar+4bGI3olYAGEX74Yd05foCGeCZlPQn6QgJkeGQglz351NUcdxenTqGgrwrcH4jlvhJvNL5/MyTEBOL7/53lD/ImnsnYgfb18c6ZPqOkNtEY2LUR/rsnhfZKeTjjigrzgQpvWiJn9MK4thCLBPhqzWlKROTh1Fo9DKz3rgIyJxYJ8OojHZBTUIZV2ykhkSerLzN9ADCmbwJiwnzx/f/OenzyRUeioK8K3EZt72/URUIBXnu0A4pLNfhp4wV3F4fYoZTPOOv9DftzY9sgLMgHi34/RY26BzMmzPL2zkhooA9eLE9EtG4vJRnwZPWlzhq1ahyK4T3jsfngTVylQTaPVabW1Yu+AcAd2P7aox2Rna/Er5Q9mUdBXxWUKq3FRm1v1qRBEB7u3wz/nEzD4XOUzdNT8UvlvHymD+BG2V9/rCMy80r5g5GJ5zE/D9Xb9evUAL3bx2D19iu4kV7o7uKQWqq4D7U+eGpEK4QGyLBozSlKh++BWJblZvrqQTtr1DohFCN6Ncbmgzdx4Uaeu4tTJ1DQVwVlhexc3u7RQYlo3igIX/9xmvadeCilSgeRkIHEi7JxVaVd03CM7puALYdv4TSt3fdI9WnWhGEYTHu4PQL9JFj420ko6NB2j1SfBiqM5DIx3pzYGXfzSul8Xw+k0RlgMLD1op0199TwVogO9cWXq5MpSz0o6KtSmUpnkVzA24lFArw3qSsEDIMFv5yESkNL5jyNUqWFj1TslXuirJk8vBUaRPhh8R+nqVH3QEq18WzJ+tHW+ssleHdSV2TnK/HFqpO0v88D1aeBCnNtm4ThscEtsO9UOrYfve3u4pAaKKtHWz/MyaQivDe5C4pLNfic2lsK+qqiVGnr1VQ4AESEyPHmE51w624RvliVDD2dK+VRlCodfH3qV52VioV464nOKCnVYPbyYzRY4WHq41K51gmheGFcWyRfycGKzRdp1sTD1Mc6a/TIwObo3CICP6w/j5OXs91dHFJNxsG1+tanBbjtSy+Nb4ez1/KwdF39nqWmoK8K9W15p1HXVlF4bkxbHL+Yhe/+dw6Gej4y4kmU9Wx22qhpwyC8/WQXXE8rxIJfT0Kr846DveuDMpUOYpHAqw4Iro6hPeIxsndjbDxwA7/voKNHPEl9XN5pJBQweG9yVzSOCcCCX0/g/HXaK+UJ6uvstNHAbnEY/2BTbDt6G79tu1xvA7/69SlbQ0qVrt4sOapoVJ8ETBjQDDuPp+Krtaegoxk/j1Cq0kJez2b6jHq0jcZL49vj5OVszP7pOJ0p5SHq6+AawzB4bkxbDOrWCGt3XcXPmy/SAJuHKFN5/xm+VfGRijBraneEB8sxa9lRHL9AZ/zWdfV5dtroqRGtMKR7HP7acw0/rj9fL5d6UtBnhfHw1fq2/tncpGEtMXFoC+xNTscny46hsIT2S9V1SpUWvvV0oALgZk/+81hHnLuei/e+OYjMXEpIVNeVqerP2VEVCQQMXp7QAcN7xmP9vuuYu/JfOivVA1AHGggOkGHetF6Ijw7AnJX/YtW2y/WyE+0pqM6WJ9Ia3x5j+zXBlsO3MHv5MRSUqNxdLJeioM8KlcZ4+Gr9/gN5bFAiXnukAy7duofXvtyLI+cy6+20uCdQqupXSubKDOjaCB9O7Y7cgjL8Z9F+bDtyizojdRh3dlT9HagQChi8+FA7PDe2DU5ezsYrn/9D7Wwdp1TpwDCATFK/29pAPynmTuuFAV0a4Y/dKXh78X5coXP86iQK+jgCAYOpo9tg2sPtceF6Hl79Yi92/3un3vQRKOizQlnPl2+YG5QUhy9e74tAPynm/XICM78/glNXcqhTUgcp6/nstFGXlpFY/NYDaNYwCN/97xzeWLQPB09nUGKiOogGKrgBttF9muDL1/siwJdrZ9/5+iCOns+kpfV1UJlaB5lEBIGg/mRJtkYmEeH1xzri3Se7IL9YjXe+PohPfjqGMyk59aYj7QlMQV/9HWAzN6xHPP7vjX6IDJFj8R+n8Z//24ddx1O9PhEcw3pxzz2/WIUzKTkAGAgYAAwDBoCBZcGyLAwGs9ssYDAYr7MoKFHjv/9cw7tPdkGfjrFufid1g15vwPZjqfhj11UUlKgRHeaLnm2j0bllJJo2CKpTATLLstAbyv/pDdAbWMgkQohFQncXrUplah1OXMri9vYwXL1lWfB1lDWrrxbXDNztnzaex8MDmmPSsJbufit1AsuyOHQmE6u2X0ZmXimC/aXo2S4GXVtFIrFRMPzkEncX0YLBwEJXXl/1BhZikQBScd2uswCg1emhN7D8USHlze197arewJa3udx1g4HFJ8uPITJEjo+mdnfvm6gj9HoD9pxMw5qdV5FXWIZgfym6tY5Cp8QItIgPQbC/tF4dyVIXLV57GqdTcrDyoyHuLkqdolRpsengTfx96BYKFWoE+0vRvU00WieEokV8CCKCfajuusn6fdfx8+aLWPvZcPj6UOBnZOwjrN19FXeySuAjFaJD8wh0bhGJ5o2C0CjSH0Kh98yPeXXQ9/Pmi1i/73qtHy8UMPi///RDQmygA0vl+bQ6PQ6eycTe5DScv54HvYGFgAFiI/wRGSJHRLAPgvxl8JGK4CMVQSYRomI7rzew0OoM0Gr10OoN0GgN3Nc6ffn/Bmh0euh0XCdYqzNU+F8Pnb78OfQG6HT336ei+OgALHn7QRf9lGpn9793sPiP03Y9x9sTO6NfpwYOKpF3MBhY/HspC3uT03Dycg40Wi67Z3SoL6JC5YgIkSPYXwa5TAS5TMQFWuWDRAwDMGCgNdYtnZ6/bf6v8npaXjf1pv8r3sf8+xVHxn2kIqz8aHCdTih1K7MIby0+AK2u9jNSg7o1wmuPdnRgqTyfXm9A8pUc7D5xB2dScvmR+gBfCRpG+iM0QIaQQBkCfCWQioWQSoSQSkQQMgxYcIE1ALAAUMkgmE7PwmAwQKc3XTcfcDDeT69noTMYYCj/X6+v8H3zgQq9ARKxEG9P7IyoUF+3/exsUWv1mLvyXxSWqCFguJlWFsYBNG4w2DQ4bDnIZjCwKC7VIDpUjm/e6e/ut1InabR6HL+QhcPnMpF8JRsqDdfeyiRCRIf5IjJEjkA/Kfx8xPCXSyCTCCESCSAUCCASCSASMmDAVPo7MP89GIzfM7utN5iu6S2+j/LvGyy+NhhYMAww7oGmaBjp7+afXNW+XJ2MGxmFYBgGAoa5b8KCZWHlZwaUaXTQ6gxYv2AUzVBXgmVZXLh5D/tPpePk5WzcK+L2+klEAkSGyhEeJEdYkA/85WL4yESQS8WQSYQQCBjuH8Pwt83rpF5f/r+xThoM3IST8TbLwqCvvK5WWb9ZFoO7xaF98/AavU+vDvr0BhY5+UqwYAH+j4EL5gQCBgzDgGG4r41/RAwD/hco8pBRdndSKDW4fDsfKXcKcSuzCDkFSuQUlKG0TFur5xMJBZCIufTtYqEAYhH3YcDdNn0giEXCSv833tf4v1AogFDAQChgEBcdgPbNavYH4mosyyI7Xwm9WSPOMCivm4zFbYGgwvXy91mXA4S6QKXW4eqdAqTcKcCNjCLk5CuRna9EcWntEmgIBQx/5ABXR4UQCxmIjHXWWI+N9VTEQCzk/re8j6nOioQMhEIBQgNl6Nk2pk5/SKvUOuw5cQdl5R0740eKse6at7fmH4yC8rosEDDo0DwcoYE+7nwbdZpOb8DV1ALczCjCrcwiZOaVIr9YhXtFKn4Aw17c70oAoZCBSMBAIDDVQ6GAgUhodk1gfl0AQfn/QgEDXx8xpoxshWB/mUPK5QxanR5L159HQbGaD/AEZu0rV19hqrMMA6a8vTXer3OLSPRqH+Put1Ln6fUG3L5bjKt3CpCRo8Dde6XIzleipFSDEqUGOr1zu6DG9se8Yy6s8LVYJMArE9qjXdO63T/4c3cKbmYW8UFdZf1WY70VCiz7DAIBg7gofwzr2djdb6POY1kW6TkK3EgvxI2MImTnK5FbWIa8Qq5va88AZ1Us6ygqfF6abgvLv54woDkGdmtUo9fw6qCPuI9eb0CZRo8yla7SNdJcR1nId5QlYq7jS0s/iLsYDCxUGh2UKh3UWj0fdAPch4DIOJggEpjqbnmHlxB3YFlulk2l0UOt0UOl0cH8E93YnBo7gcagzhi0iQRM+ddUj4nrsSzL111d+UyzTs/NJgMwBd5mAU3FQc+KHeGKnWRCHE2r03P9BI3ecgauwkC9UMjVQ659Bd/OVhx4MN52BQr6CCGEEEIIIcSLec/uREIIIYQQQggh96GgjxBCCCGEEEK8GAV9hBBCCCGEEOLFKOgjhBBCCCGEEC9GQR8hhBBCCCGEeDEK+gghhBBCCCHEi1HQRwghhBBCCCFejII+QgghhBBCCPFiFPQRQgghhBBCiBejoI8QQgghhBBCvBgFfYQQQgghhBDixSjoI4QQQgghhBAvRkEfIYQQQgghhHgxrw36Nm/ejOHDh2PQoEFYvXq1u4tTpcmTJ2PEiBEYM2YMxowZg7Nnz1ot/5EjRzBq1CgMHjwYixYt4q9fvnwZ48ePx5AhQzBz5kzodDqXvgeFQoGRI0ciPT29VuXMzMzExIkTMXToULz00ksoLS0FABQXF+P555/HsGHDMHHiROTm5rr0fbmap9RbqrNUZ42ozroO1VnHoDrrOlRnHYPqrGt5bb1lvVBWVhb74IMPsgUFBWxpaSk7atQo9tq1a+4uVqUMBgPbq1cvVqvV8teslb+srIzt168fe+fOHVar1bLPPPMMu2/fPpZlWXbEiBHs6dOnWZZl2RkzZrCrV6922Xs4c+YMO3LkSLZ169ZsWlparcr5/PPPs1u2bGFZlmW/+eYbduHChSzLsuwnn3zCLl26lGVZll2/fj37+uuvu+x9uZqn1Fuqs1RnjajOUp31NFRnqc56GqqzrquzLOvd9dYrZ/qOHDmC7t27IygoCHK5HEOGDMH27dvdXaxK3bx5EwzD4LnnnsPo0aOxatUqq+U/d+4c4uLi0LBhQ4hEIowaNQrbt29HRkYGVCoVOnToAAB46KGHXPp+//zzT8yaNQsREREAUONyarVanDhxAkOGDLmv/Pv27cOoUaMAACNHjsSBAweg1Wpd9t5cyVPqLdVZqrNGVGepznoaqrNUZz0N1VnXvldvrrdeGfTl5OQgPDyc/zoiIgLZ2dluLJF1xcXF6NGjB7799lusXLkSa9euRWZmZqXlt/a+Kl4PDw936fudM2cOunTpwn9d03IWFBTAz88PIpHovvKbP0YkEsHPzw/5+fmueFsu5yn1luos1VkjqrNUZz0N1Vmqs56G6qxr36s311uvDPpYlr3vGsMwbiiJbR07dsTChQshl8sREhKChx9+GF9//fV992MYxur7qmvvt6blrGn5BQKvrLZ17vdoDdVZqrNGde33aA3VWaqzRnXt92gN1Vmqs0Z17fdojTfWWcC76q1X/oVERkYiLy+P/zonJ4efpq1rTp48iaNHj/JfsyyL2NjYSstv7X1VvJ6bm+vW91vTcoaEhEChUECv11tcB7gRFeNjdDodFAoFgoKCXPdmXMhT6i3VWaqzRlRnqc56GqqzVGc9DdVZ975Xb6q3Xhn09ezZE0ePHkV+fj7Kysqwc+dO9O3b193FqlRJSQkWLlwItVoNhUKB9evX4/PPP6+0/O3bt8etW7eQmpoKvV6PLVu2oG/fvoiNjYVUKkVycjIAYMOGDW59vzUtp1gsRpcuXbB169b7yt+vXz9s2LABALB161Z06dIFYrHYLe/L2Tyl3lKdpTprRHWW6qynoTpLddbTUJ1173v1qnrr5EQxbrNp0yZ2xIgR7ODBg9kff/zR3cWp0qJFi9ihQ4eygwcPZleuXMmyrPXyHzlyhB01ahQ7ePBgds6cOazBYGBZlmUvX77Mjh8/nh06dCj75ptvsmq12uXv48EHH2TT0tJqVc709HT2ySefZIcNG8Y+88wzbGFhIcuyLFtQUMC+8MIL7PDhw9lHH32Uf35v5Sn1luos1VkjqrOuRXXWflRnXYvqrP2ozrqeN9ZbhmUrWXxKCCGEEEIIIcQreOXyTkIIIYQQQgghHAr6CCGEEEIIIcSLUdBHCCGEEEIIIV6Mgj5CCCGEEEII8WIU9BFCCCGEEEKIF6tTQd/mzZsxfPhwDBo0CKtXr3Z3cQghhBBCCCHE44ncXQCj7OxsLFq0COvWrYNEIsFjjz2GpKQkNG3a1N1FI4QQQgghhBCPVWdm+o4cOYLu3bsjKCgIcrkcQ4YMwfbt291dLEIIIYQQQgjxaHUm6MvJyUF4eDj/dUREBLKzs91YIkIIIYQQQgjxfHUm6GNZ9r5rDMO4oSSEEEIIIYQQ4j3qTNAXGRmJvLw8/uucnBxERES4sUTOVVqmxcWb96BQatxdFEKqlJmnQE6B0t3FIMTlDAaWH5C8V1QGANDpDUi9WwwAKC7VIDNPAQC4lVmEvMIy9xSU1AtXbudDrdW7uxiEVJuiTIvraYUAgBKlBmVqnXsLVM/VmaCvZ8+eOHr0KPLz81FWVoadO3eib9++7i6W08xefgzTvz2Exz/cBgAoLFG7uUSEVO6FeXsw9bNd7i4GIU6TV1iGo+czAQDr9l7Hn7tToDewePrTnfhjdwrSc0owZfZObD1yC2t3XsUrX+xFToESs5YdxQvz9gAAXvtyH175Yq873wbxYjkFSryz5CAem7kVGbkKvPP1AWw6cMPdxSKkSh//eBRvfLUfAPDEh9vw/Nzdbi5R/WYz6MvLy8OePdyH2pw5czB58mRcuXLF4QWJjIzEG2+8gcmTJ2Ps2LEYOXIk2rVr5/DXqQs0Wj0u3crnvx711kZM+ng7rqTmV/EoQlzvxfmmBvq3bZdxJ6sYKg2N1BHPl5mnwNtfH0BuQRmW/HkGc1eeQGmZFiu2XMRv2y5DqdIiv1iF1duvIOseN9N99PxdJF/NAQBk5yv5EWzj7EtpmdYt74V4r8ISNf7cnYKv1pwGwM00vzh/D66kFmDZxgtuLh0hlUu+ko3jF+7i6p0CAMC6vdcAAIUKboLjWloB9SXcwOaRDdOnT0fv3r1x9OhRHD9+HFOmTMFnn32GVatWObwwo0aNwqhRoxz+vHXNq1ZGg29lFqNFXIiLS0OIdRm5pfztP3en4M/dKeiUGIFPnu/hxlIRUjt6vQEf/XgUD/dvhvM38nA1tQAHz6TjVHkgl1dkWp5Z2TIknd4AuZT72DRfnXGviJZ1EueYu/JfXL5tfUD478O3oNboMe6BJpQHgdQJmbkKfLzsmMW1FVsu8bczchV486sD6NU+BtMnd3V18eo1mzN9hYWFmDJlCg4cOICRI0fioYceQlkZfcDV1nf/PYvMvFKr36P1zp5n8+bNGD58OAYNGoTVq1e7uzgOM23hnkqvn7qaQ/tKiEc5eCYDJy5loUSpxbnrefjs5+MQCbmPvzK1HiIh11lWKE0zdfnFKv62cURapzNAJuGCviKFWdBXaLovIY5UUFJ13fph3Tms2HIRtzKLXVQiQqxjWRZbj9yu8j4vzuf6Finls4DEdWwGfVqtFlqtFgcPHkTPnj1RVlYGpZKSOtTWtqO3q/z+I+//jf2n0l1TGGK37OxsLFq0CL///js2btyIP/74A9evX3d3sRwiLVth9XtzV/xbacZdQuqihb+dxOzlx/ngTaMzQCjgAj2tTs8HgCVmibWy75k+51Tlg3FavQFiMXffQrOgL9csgYtOb3DSuyD1EYPqzd69/n/78NeeFFy4kWf7zoQ4ycEzGdhYzb2mrIH6EK5mM+gbMGAAevTogeDgYLRp0wYTJkzAyJEjXVG2euuL1cnYc+KOu4tBquHIkSPo3r07goKCIJfLMWTIEGzfvt3dxXK6U1dzMPrtTTh7LdfdRSGkUjkFSpy4lGVxzXwlhXG2ukytMwV9paagLyu/1Oxx3H21OgM05Y8rUpjua56103y2kBB77Dyeirv3Kl8ZVJlft17GjO8OWwxeEOIKegOLHzecr9GMc16RCss3XcCotzbi5GU6l9sVbAZ9r732GrZs2YJff/0VAPDFF1/g5ZdfdnrB6rs/dqW4uwikGnJychAeHs5/HRERgezs+tN4zf/lhLuLQEillm+6gNnLj1sci6NUmQV9Gi54Uyi1EIu4j8J7Zks6zWf6ikq5WT2tzsA/znx5p/leQEUZdbiJY6w02wdVE09/uhO3MoscXBpCrLtyOx+bD97Ef/+5VqPHbdjPzQruOHbbCaUiFdlM5FJWVoajR4+iqKiIX8519OhRPP30004vXH1moKVzHqGyJY71aTO9okwLpUoLuUzs7qIQYuHIubsAgNSsEv6a+TJM46yf+axIboHp+9n5yvuul6l1/BJR80QuNNNHnEFQy0O11Bo9XvtyH54c2gKPDGxerz6TiGeiLq9r2GxS3njjDfz222+4cuUKUlJS+H/EubLzlfh9h+OPxiCOFRkZibw80x6KnJwcREREuLFErrd0/Xl3F4EQq7LNlmlmmy2VMyZqKVFq+EDO/L5ZZvc1BnXFpRp+qWdlQSFgOQNIiD3sDdZWbb+CTQdvOqg0hFgnsLOusiygUGpw7jptGXEmmzN9N2/exNatWyES2bwrcbA1O69iw/7rWD17GMQiobuLQyrRs2dPLFmyBPn5+fDx8cHOnTvx6aefurtYLvXPyTQYDCzeeLwTBAIaUSZ1g0gogE5vQI6V2Tvj2XuFCg1U5Us2c/JN9zV/XE4Bd1+DgeWDRfPsnubBYqGClncSx3BEc3r4bCauphbgjcc78cuYCXE0xs6qZWBZzF5+HJdv5+OveSP4LMnEsWz+VKOiolxRDmJFmVqPwhINwoN93F0UUonIyEi88cYbmDx5MrRaLR5++GG0a9fO3cVyuX3lGWffmtjZzSUhhCMVc0GftSWbxkDNfGmmefBmzvxxlR3Abpz9A2imjzhGyp0COCK5ofGMv2E949G2SZj9T0iIGYOBRWaeopo5Zqt4HpbF7btcEhi9ntZ6OovNoK958+aYPHky+vTpA5lMxl+nPX2uQ6nx67ZRo0Zh1KhR7i6G2+07lU5BH3GrIoUaS9efx6RhLSEqn9UwztIBQJZZ8KarpGNh7GQLBAwMZj3uik2wXCaySApTsQyE2ON6WiHeWnzAoc/5/neH8eYTnXArsxij+yQgLIgGkon9/tqTglXbr+C1RzrY90SsaWaberzOYzPoKy0tRVxcHO7coSME3IX+AIinoKQuxJ1Op+Ti4JkMBAdIodVx5+XlmgV9OfnWz5iVSoR8Zs6oEDky80ohEQmgN7DQG1jIJEJ+GWhkiJxPTe4vl/DJYEIDZRYJXgipjXwbB7LX1rIN51Gi1OJGeiHmvNTLKa9B6pcrqdwB6+YrJmrDwLJA+b5AmuhwHptB37x58wAAGRkZ0Ol0iIuLc3qhiCX6AyCe4tGZW9GrXQzemtiJ9qESl8sv4jrLRSVm+/QKLDsjUokQWq0eBtYyYIsI9kFatgIAEBXmi8y8UvjIRBAJBbhXpEJ4sBxp2VwmUPOgLypUjhKlBgwDhAf5WBzaTkht2JsUwxrj7LVOb3DK8xNSWyzL8ktEWZY7AiIjV4EBXRu5tVzexubWy9TUVIwYMQJjx47FQw89hIEDB+LGjRuuKBspR8c3EE9y+FwmLt685+5ikHrIGHAVl6r5Dq5xxs/IVyZCgK8UABewGYUHmW5HhXC3GYZBsD9335gwX/77kSGm21Gh3G2WBYL8pSigmT5iJ2edsGDsSRi7FBT8EXs5qq5yE32mmb53lhzEV2tPO+bJCc9m0Dd79mw8++yzOHHiBJKTk/HSSy/hk08+cUXZiBELnL+eh5OX68+h38SzOSIBASE1pS4/euHuvfsTshiTYflIRQgqD+QiQ0yBXkz4/YGcWqNDcAC3lz3AV2L2fdPjGkb48bcjguXILVDS6gxiF8butBi2nbycjXHvbsb19EKnvxbxXo6alTZb3Uln9jmRzaDv3r17GDduHP/1+PHjUVBQ4NRCEUsGlsX73x/GJz8dc3dRCKkearSJG2i03MyF8TgGkdD0ERcRzAVqMqkIgX5cAGce9DWM9OdvG4O6MrUeYYE+/ONkEm7JsjFoBIBG0QH87cgQOVQaPYpL6dgGUnvOPkvdwLL8IPLlW/nOfTHi1RxVVw0sawr6KnQgCkvUuFdk355BwrEZ9On1ehQWFvJf5+dTA+FqNOpBPM2sZUexevsVdxeD1DNqrd7ia/OgznhbJhHxyYZ8fUxJhxqYzdiFBpoyGxoDQL3ewM/2+UhN2+EbxwSY3ZebIcyqZKaRkOpy2vJOY2fCYlaFOhik9hiHzfSxpudiLa9P+ng7psze6ZDXqe9sJnJ58skn8eijj2LYsGEAgG3btuGpp55yesGICTXKxBOt3XUVCqUGz49r67APBkKqYsy+aRQZKkdGLpecJbw8Rb1EJOCDNvPgLdDPNHtnPpMXUr68s6hUA39fCXIKyiAVm5IUme/vMwaW2flKJMaFOOQ9kfrH2e0lC1MHm3oXxB4O3dNXfts8j8XO46mOeQECoBozfY8++ig++eQTaLVaqNVqzJo1C0888YQrykbKUaNMPNWWw7dofx9xGbXW8uw885k+454+pVoHafkyTfPxNPNAzhjoAUBE+XPIpSK0bhwKAJCIhWgYyc0MCgUMIkLkiAqV869nXF5KSG04K3snP9FH+6eIgzhq8IA1W95pLruKY3ZIzVmd6btx4waaNGmCixcvwt/fH8OHD+e/d/HiRbRu3dolBSTUKBPPZjCwEApopo84n0ZrsDhPL8psFi68fE9fcakGMgn30afS6PBA5wbYl5yOAF8JRvdJQH6xCiKhAJOHt0TzRsFoGR+CF8e1Rb9ODSARC9GuaRiaNwrGvGm9+Uyd86b1glgkgEwqQkiAlJ9dJKQ2nL0wgmVZPrCklUSkNvadSodSpUWxgtu//M/JNLuezzx7p4GSyjqN1aBv4cKFWLp0KV599dX7vscwDPbs2ePUghETapSJK+UUKHEtrdBhz0dHjhBnUmv1WLbhPEb3SYBao0dUqC9u3zWdoWcUYZzpU2nRs1001u+7jrZNwjC0Rzz6d24IuUyM58a25e8/YUBz/vaI3gn87aQ20QC45aDGJaHGJDEAlxDGeJ4fIbXhrOWdbIX/AdPZfYTUxJerkwEAoYHcqgh7Z+RYsJUu7ySOZTXoW7p0KQDg999/R1RUlMX3rl275txSEQvUKBNXeufrg8gvVjns+aj+Emc6m5KLHcdSUVCshlqrQ4MIfz7oiwm3PE4BAPp2bIAWcSHY8Plofga6Y2KEw8rTKCoAu46nwmBgIaAZblILzlreacSypteg1pnYw1E11cACjOD+2WeK/xzL6p6+wsJCFBYW4vnnn0dRUREKCwtRVFSEvLw8vPzyy64sY71HdZ64kiMDPoAL+v4+fAubDtxw6POS+kel0WHd3msoUZqORMgrT+WdnlMCtdYAf7npPD0/s+ycErEQqz4ZimdHtwEApy05bhjpD5VGj7xCSjFOaoexmW2hdlizqT7K3kkcgXFQO2qevZMGip3H6kzfW2+9hcOHDwMAkpKS+OtCoRCDBg1yfskIjxpl4skMLIsf1p0DAIzu28TNpSGebP+pdKzYcgmlKh0mDWsJACgo5vbVqTQ6aHUsn6QFAKQSIfp3acgftWCeodNZGpWf93cnu4RPAkNITTh7ps/AmmahaSkdsYfjjmwAjPGjwWKmz3RbUaa1GMgjNWc16Fu+fDkAYMaMGZg3b57LCkTuV7FNPnA6HXmFZXjowWbuKRAhNWA+aqenpC4udenSJTzyyCO4cOECAECj0WDmzJm4cOECZDIZvvjiCzRp4jmBeG4BN3uWbZYds1DBBX0FJWowsMzCKZMI8cbjnVxaxkZR5UFfVgm6tIx06WsT7+D85Z3miVyc+lLEyznq49zaTJ95/SxT6Sjos5PNRQSvv/46Pv74YwDAzZs3MW3aNOTl5Tm7XMRMxZm+z1clY8WWS24qDSE1Y96Ap6QWuLEk9UtZWRlmz54NrVbLX/vtt9/g4+ODbdu24f3338f06dPdWMKaMwZ4d++ZsmOqNNwxDSzL7QuRmAV9IqGT1slVwV8uQbC/FHeyi13+2sTzrdp+Gev2XXfqaxjMMiWytJSO2ME5M32m63rzAJA2O9nN5ifi9OnTkZDAZS6LjY1Ft27dMGPGDKcXzNuotXocPX+3Vo+lkTjiySyWalCj7TLz58/HlClTLK7t27cPo0ePBgB07doVBQUFyMzMdEPpaqew/IiEzNxS/ppWa5nfWyoR4qXx7dCuaZjTD7m2Ji4qAKl3KegjNXPqSg7+2JWCg2cynPMC5W2xwcDyHWw9dTCIHRw1sGY+02c+0WGx/Jiqqt1s/rYKCgowefJkAIBUKsWUKVOQm5vr9IJ5m+WbLmDuyn9r9Vhac088mfmZO1SVXWPPnj1QqVQYOnSoxfWcnByEh4fzX4eHhyMrK8vVxas1RZmW/7+0/LZGp4dcZtqpIBULMbxnY8x5qZdbyggA8TEBuJNVAr2eDpwi1bf3lH1nndli7EuwZnv6qE0m9jAeT5PYKNiu5zGffTaf3TNvQ6kvbD+re/qM9Ho9srOzERnJ7U3Iy8ujxCK1kGPHGSaUyYi4kvnh1o5ADbXzbNu27b491wkJCVAoFFi5cmW1nkMgcP0SyOrIzFXg2/+excsT2iMmjDt6QaM11cvsfCUSYgOh0eoRE+aL6+lFAGCRyMVd4qMDoNEZkJlXiobliV0IscXpCVzK+xIGluVz7VN/jjiCvcfTsKxpv3/FPADEcWwGfVOmTMHYsWPRp08fMAyDI0eO4N1333VF2byKPX8Q1CYTVxres7FD95RYbsqmyuxIw4YNw7Bhwyyu/fXXX1i6dCkmTpzIXxszZgxWr16NiIgI5ObmIi4uDgCQm5uLiAjHnVHnSAfOZODc9Tz8cyINT5Zn6tTqDIgI9kFOQRmy80vLgz4D5DLLoxncLT46AABw+24xBX2k2pyftdP0v4DS4xMHsndwl1veKeBvG+n1VpZ6klqxGfQ9/PDDaNOmDY4dOwahUIipU6eiefPmriibV7GnMadGmbiSo2ub5Z4+4ItVydh/Oh2bvxzj4FciADBhwgRMmDCB/zoxMREbN24EAPTr1w8bN25Ely5dcPLkSUilUsTExLirqFUynnN3p3z5EMDN9DWI8EdOQRmyyjN4anV6+PqIIRIy0OlZi+yd7tIw0h8CAYPbd4vRp0Osu4tDPISrtqBye/poeSdxHHv7qazFQITput5AS+QdqVrrevz9/dGtWzd06tQJWq0WFy9edHa5vI49M300ukE8WcWZvv2n091Ymvpt0qRJ0Gg0GDFiBObMmYOFCxe6u0hW3StSAeCWeRppdAYEB0jhKxMhu3zJvEZngFgk4A9lrwvLOyViIWLD/XA7k5K5kOqzd4lcdRkMZunxqX9BHMD+mT6gfKLP4rnMZ/ookYv9bM70ff7551i1ahVCQ0P5awzDYM+ePU4tmLexZ6aP2mTiSo5egmntzB3iGlevXuVvS6VSLFiwwI2lqT7jUQx380q5mQkBA61OD4lIiMhQX1PQp9VDKhYiwFeCghJ1nZjpA4DG0QG4coeOKCHVp3NR4h8ukYvxtkte0mslJydj7ty50Ol0CAoKwty5cxEbG4vi4mK8/fbbSEtLQ0hICL766iuLJFreokGEH9JzFHbP9BnYygcizLPL0gCF/WzO9G3btg07d+7EP//8w/+jgK/m7Fm2QRWdeDJKuUxqQ6vjOsAanQH5xSr+mlgsQGSIHFn3uGMbNFpups+vfKZPq3NcEiJ7xMcEICdfyWcZJcQWhdI1dcVaB5vU3DvvvIM5c+Zg48aNGDVqFD777DMAwFdffYUuXbpg27ZtmDBhAubMmePmkjqWcd+ysfrYvbwTZuf0mT0XDRo7ls2gLzo6ms/cSWrPnoaVGmXiSo6ububZt6guk+rSag18Upa75gGekAv6cvKVYFmWm/0Tc2fzdWgejsS4EHcWm2fsFKVm0RJPUj3FpRqXvI7Fnj7KGVBrGo0Gr7/+Olq0aAGA2z999y53HvO+ffswatQoAMDIkSNx4MABaLXeMwDEVAjQHJPIpZJz+qj/4FA2g74ePXpg4cKFSE5OxsWLF/l/pGY02tov26BELsSTWRupo0yepCpavR6NIrmjGrLvcUs8dXouEIwK9YVGZ0BBiZrf0xcXFYBPX+gJH6nNXQsuER8dCIDL4EmqJzk5GePHj8eYMWPw1FNPISODO6S8uLgYzz//PIYNG4aJEyd67VnBrlqabH44O3Wka08ikWDMGC4hmcFgwDfffIOBAwcCsDwTVSQSwc/PD/n5+W4rq6MZ958aE63YPdNnNhBhnrvFfMkzVVX72fx0XLduHQBg+/bt/DXa01dzGTkK23eygjrHxJXYStZg+svFKKnl0iPz+mv+3Bdu3EPbpmG1ek7i/TRaAxpHB+JmZjHu3lNCW/7hLxZxM30AkHWvFNryPX11TViQDL4+YkrmUgPvvPMOvvvuO7Ro0QL//e9/8dlnn+H777/nl8r9+OOP2LBhA+bMmYOvvvrK3cV1uIZR/jhzzfkBrYEFGOOZaNS9qBZrZ6KuXLkSGo0G06dPh06nwwsvvGD1Oerqmai1YQzQdOWJVuxNsskdzm68Xfk5fTQBYj+bQd8///zjinJ4vaYNg/glSjVloNkR4kqVVLHnx7bF6ZRc/HMyrcZPZ/5hYF59tS5KWkA8k1ZngEwqQkSwD7LyuOAO4DJjGoO+zFwFDCwgFte9zhTDMIiPDqCZvmqqbKncqlWrAHBL5VavXg2AWyo3e/ZsaLVaiMViq8/niZo3CnbJ6xisLKUj1lV2JioAlJaW4qWXXkJQUBC+//57vk5GREQgLy8PUVFR0Ol0UCgUCAoKcnGpnUdQ4SB1vQOXd5oHfeZJECnos5/NoG/FihWVXn/66adr9YL1NdNRu6ZhOHgmo1aPtbaplRBnMK9hiY2C8eHUJAT6SdEiPgR+cjFYFth88Ga1n8/inD7qYJBq0pYv24wK8UVWfimf2EViNtN3J1tRfq3uzfQB3L6+f06m8dlHiXW1WSrndfkGqtE+yiRCqDT2JSsyX95JTbJ93nnnHcTFxWH27Nl80AJwZ6Ju2LABL774IrZu3YouXbp41SCFMRhz2PJOmJ/Tx6JRlD/uZJWgY2I4Tl3N4a5TZbWbzaAvJSWFv63RaJCcnIykpKRav2B9Xb5hT1W12NRKdZ64EAsWgX5SAEBUqC+eG9MWWp0BO4+nQl3NjofFnj7z56YGnFRBq9NzQV+YLw6fzYRGZ1zeKYRELERIgAxp5Qe3S0R1b6YP4IK+MrUOOQVKRIX6urs4dQYtlatcdVrEF8a1xeI/ztj3OuazKtSpqLVLly5hz549aNq0KcaOHQuAm+FbtmwZXn/9dUyfPh0jRoyAv78/vvjiC/cW1kmMyy/tP5ydtUgOYzx31RwFffazGfRVbJjz8/Px7rvv1urF6vXyDSuVtUfbaBw9f7fKh1L2IuJK5sGYsJKOlVgkQJPYQFy6Vb1N6RYfBmY39dTZIFUwzvQF+UlRotSgsIQ7tkFcHuBFhshNQV8d3NMHcMc2AFwyFwr6TGipXM1NGNAMu47fwQOdG6JEqcXPmy+ibZMwnL+RBwAI8peisERdrecyz95JfYraa9WqlcU5qOaCgoLwww8/uLhErueooM9gMM30sSwqTepCAxT2q/FQWUhICJ9Rq6bqc6ajyvRsF40ZT3VFSIAUCTGBVu9n0We2yIRIfwDECcyqlcbKmWeThrVE64RQtIy3nR5fb2V5p15P9ZdUTm9goTewEIuEiArjgiVTgFce9IXK+QPaxXU06IuLKj+2gfb1VYtxqdzixYshkZhG+o1L5QB45VI5o6o+0icNa4kVHw2GSChA/y4N0aNtNKaMbMV/vyZZa82TZlA/gthDX743397BA51ebzHTV1n9pKpqvxrt6WNZFhcuXEBoaKjNJ6blG5bM62rrhFC8MK4tIkPkYBgGC1/tC5lEiFc+34tCxf0jdZbLOy2XegppmwhxMPO62iah8uyabZqEYf7LvfH5bydx2cbzmY/Ome95oBFmYo3xgHWJSICoCvv3xOX796JCTDNndXV5p49UhOhQX9yioM8mWioHVLXAk2EYiMo/8AP9pHh/SjewLIvWCaFo1zTM5oohq69IzTCpBWO/1FEzfWqNns8oq2crn4mmmT771WhPH8Ad1l6d5Z20fMOSecPKMEBjs5k9Y1KCD57phre/PnjfY3V6y0DP9JwsAIr6nK0+Jh/yl0vw8XPdLeppZQZ0a4QDNhIUWUvkEuB7/5p9QgBApzMdz2BcFnnfTF95u8ldq5szfQC3xJOObbCNlsrVPABjGAbzX+4NALibV4rbd4sxuk8CNtUg0RYtsye1Yaw1xjpraxDXuJVpSPc47DiWet/3Daz58k620uMbaKDYfjXe02ev+prpCNWYok6MC0HrhFBcvHnP4rpKozN7bIVRj7rb1/Ea9S35kLGOVSd9eKfECIx7oCnW77tu9T7GpRosyzXaIQFS5Ber7ctuRLyaxizo8/URw18uwR0+aQvX6EWGmgd9dXOmD+CSuRy/cBcqjQ4ySd04OJ54lrnTetm8z+NDEhEe7IM+HWKrFfQZuxJaK0v4CamJypYJD06Kw87jXIBnHOQND/Kx+hzC8pk+rc5gdqSI6fs002c/q59AL7744n3XxGIxGjZsiGeffRYhIbb38lRUn5dvmFfVqiruiw+1w7q917A3OZ2/VqY2BX10fINr1cfkQyxM+z2qo2V8MNZX8X0u6GPAsiwMBtMST729p7kSr6U1y9QJANFhcqTcKQQAiET3z/SJhXV39Cs+OgAGlpupbNbQNeewEc9U2YCwUMCgbZPKl9mbiwnzw+Thrfi/nWq8GgDU4P6EmKlQVys7dnd0nwQ+6GvVOBQ7jqUiJtyP/35EsA9yCsr4r6USrh3XaC339xnRTJ/9rAZ9Q4YMue8ay7K4dOkS3n77bfz88881frH6vHyjunU1PjoAbz7RGf06NcDHy44BAMpUZkEfTXW7VL08O4qtWdDXvU00vnn7QWw+dLPSZRtanQECBjAAFueVUcxHjNRaPVZuvoghPeIRHx0ATflB7MZMnVEhvnzQZ9y/FxpoGjGu0zN9xgyemcUU9BEb7v9MD/aX1ugZxCIB5k3rBYZhsP3obew7lV7l/SnoI7XBVqirhko+0IP8pXjnyc6ICvVFs4ZBaNIgEI0i/fHlagZ6A4sXHmqHT5cf5+8vLV+mb34clKEaq+RI9VkN+saNG1fp9YceeqjSvXqk+qozQ2eeiUtJM30uQcmHTJga7BVlGAZx0QFW1+qrNPry2T0WBrMN2jTTR4xOXsrGlsO3cCOjCAtf7QNd+bCxMZgzZvDkrnEdA6HZYed1eU9fVIgvpBIhblMyF1JDPlIhnh/XtsaPa1M+M5hToLQa9JmWd1I7TOynq5CNe9wDTRHgK0Hfjg34a8Zsxi8/3B5bDt9CizjLFYPG/aVqrSnoY1lAIGBgMLDU53WAGm0wUKvVOH36NEQi2pdQU+ajIhVHSCpjfjBlkVlGT72VpC7EfpR8iFPbamUtZbhKozMdBMyaZvoogQAxSs/l9uulZhWDZVmzmT5jpk6zpZyVZOqU1uGgTyBgEB8VQEEfsaniTMaHU7tXa2mnNR2ahyMiRI5gPymu3imwfK3y/2lPH6mNqmbd+nSIxTOjWlv9/qCkOAxKirtvH2BGLpehWa3R8/XTYGD5IWha3Wa/Gk1L7N27Fx9++CGmT5/urPJ4L7O6WnFEpDLm+1XScxT8bfMREBr1cI36dnYUy7K1SgprvtzOnEqjg8Bsfb7p0FWqv4RTpNAAAJQqHQpL1KY9fcL7Z/qMgSAANIzk9ocY94LUVfExAbiVWUxnopEqObp2BPvLsHzmIHzxel9MGNDM4nvGBHE000dqw1pdnfZwe7z6SIdqPQdTYR/J1VRuYMJypo81DRpTn8FuNZqyGzp0KIYOHeqssng186oabdaBscZ8uZIxVTlgfa0zcY76mnyoNgeBmM/0dWsVhX8vZQHg6qxpHx/N9JH7FZWYVjNws33cbbHYtKfPyHz/3qxne+Dfi1kI9KvZvidXi48OwI5jqSgoUSMkQObu4hAP4cgDmUIr1Lv8IhUACvqIY8WG+1pd9VOVsf2aYMP+GwDKByTKPwP0BtY0aEx9XrvROk0XMdbVkb0bY1TvhGo9Ztn7A1Gm1mHGd4dRWqYFYHl8A416OF99Tj5UG2P6NkFGrgLN44L4oK9Mbbm8U0hBH6mgUKFGTJgvMvNKcftuCWLKB8bEfNIWU4dVYjbTFxkix6g+1WtP3Sku2pTMhYI+Yk3FPm3FmRB7hFZIlZ9byGVN1FDQR2rDSgBWk3wAADDr2e44eTkb/bs05IO+klIt/32tzsAf2s5SVbUbBX0u9uTQlvD1qd4SQOOhxJ0TI/gDsFUaWt5JnIutYfZOc1NHtwbDMNh04AZ/TaXWm63Jh1kqZmrBCUel0SEq1BelKi3uZBXzZzkZAzyBWdIW89ueIt4Y9N0tQqcWEW4uDam7nPeZHmuWKh8AMsv3T5kfCUVIdVmrqTXtO3RpGYkuLSMtBoHzi8v4vBYarZ6f6dPTTJ/dvCPVoEeofWVtHBvI37bY00d/AMQJuH1HtetYG0em5TLTwEahQg1R+d4src5yqSchAKDRGiARC9Aw0h/pOQpodJZHNng6f7kEYYEy3KJkLqQKFT/ShULHDXA0iLAM+q6nFwEAv4qIEEeobSZl82zM98qXHgPcZwPlAXAcmzN9er0ea9euxaFDhyAUCvHggw9i/PjxriibVzE25rWZQWkU5c/fVqkrP7OPEEeyd1VRiNlyvPwiFb8Py7wBp+WdxEit1UMiFqKhvwwHzmRAo+VmgUVmQd/CV/ogLafE2lPUefExgbidSUEfqT6BA5d3MgyDb955EIfOZCI7vxR7k01HOZgnyyCkOqx1P+3JpLx85iCs33cdWw7fQpA/t89bo9PznwOUadZ+NodRP/vsM2zfvh0DBgxAv3798L///Q+LFi1yRdm8ij3xmfFsE8CU5Q6gUQ9Sd5nvwbpXXMZnXNRo9ZTIhdxHo9VDKhaiYaQ/Ssu0yC1QArDcv9eycQgGJ8W5q4h2i48OQHpOCSXOIFZVbBGNKyQcJS4qABOHtrA4Ow2w3DZCSLVY+fiW1SKJi1FEiBz9OnF181b5AJlxQNB4m9jH5m/n8OHD+Pvvv/lU9KNHj8bo0aPxxhtvOL1w3oX7C6nNaFp4kA9iw32RkVuKghLTtHd1jn4gpKZqeWKDhXCzpAFFCg1fV7n1+bRUg1jSGGf6yo9guJnJLT3zluWdABf06fQs0nNK0Dgm0PYDSP1TYXRYLnNO2oX2zSzP/isu1dQq4yIhRu2ahkGt1SMs0L5EVU0bBkEuE0Gp4la1abR6fvBPTYMTdrP5iRocHAy93vSDZhgGAQEBVTyCVKU2nWmBgMEP0wciKlSOgmJTanMNjXoQJ2BhRyaXcnKZGC3ighEezAV/xn0japrpI5VQaw3lQR+3lP1mBhf0mR/P4OkSyvdmG98bIbY4KxAzP+sSAO7mKazck5DKsWZTfQIBgzkv9cIXr/WF0M7ZaZFQgPbNwvmvNVo9P/hnXPZPas/mbychIQFPPPEEVq1ahTVr1mDq1KkIDg7GihUrsGLFCleU0Ss4YvtdSIAMeUVl/Ne0TIg4iyO2dyx4pQ9+eG8AfKSmDoZGazAd2UAz1QTcfiJupk+AkAAZ5DIRv5Hf0cvb3Ckm3A9SiZCCPmJVxRaxupm+a2Pa+HZo0oAbiEjLpqCP1Ix5n9bRKzI6NjcFfWqNvjy5HE10OEK1flOJiYm4ePEizp07hwYNGiA0NBQpKSlISUlxdvm8Bv/3YUdnukGEv8VB7fQHQJzBUfmBBAIGErEQ7ZpajtoZZ/p0ehq0IKbBK4lICIZh+Nk+kVDgVcklhAIG8dEBuEFBH7HC2PY+N6YNRvVJcOqgx7CejbHoP/0Q7C/F5dv5Tnsd4v0kDg76WsSH8LdLlBoYFwXRnj772Vw7MG/ePFeUw+sZRyrs6cQ0ivLHzuOp/Nda6jQTJ3FkV7t9s3Acv8gd1K7W6vmODDXgBDANXhk36zeM8MfV1AKvWtpplBAbiP2n0mEwsB553iBxjb4dGyDIX+r012EYBp1bROLohbvQ6w12L80j9ZPxTD1HaRRpylhfqDDtN6WJDvvZDPpOnz6NH3/8EUqlEizLwmAwID09Hfv27XNB8byPPR/z5n8IAKCl9c3ECVh7TmevRLOGQfxttVkiF5WGDgUmpuBfWh7kGWf6vHHTfpPYQGw7chvZ+UpEh/m6uzikrnHDMUxdWkZi94k7SLlTiJaNQ2w/gBCYJjIAwE/u2GXIQqEAf8wZjp3H72D5pgsoKOFyWVCWWfvZHNb54IMP0LFjRygUCowaNQp+fn4YPHiwK8pGKjA/rw8Af4AxIY7myDmI+BhT4qdSpekgYG/s1Nc1ly5dQps2bfivMzMz0bFjR4wZMwZjxozB1KlT3Vg6jjGzq3EG2JjB0xsT/VAyF1IVY4135arm9s3CIGCA5KvZrntR4vHMW+eKiYEcQS4TIyacGxgzZvIsKdVU9RBSDTaDPoZh8Pzzz6Nbt25ISEjA4sWLcfLkSVeUzSvZ05iHBMgssnlRJiPiDI7uasskIvx3/kj069gARaVqfoSQgj7nKisrw+zZs6HVmgLt8+fPY9SoUdi4cSM2btyI5cuXu7GEHL2Ba8eEQsuZPm8UFxUAgYDBjYxCdxeF1EFumOiDn1yCZo2CcTYl1/UvTkgVEhsFW3xtfmQZqR2bQZ+vLxdpN2rUCNeuXYNUKrU4woFUjyMacy7JgR//Na1vJk7h2NWdAACpWIhAPwmKFBo+qKTlnc41f/58TJkyxeLa+fPnkZKSgoceegiTJ0/G1atX3VM4M8YsrsasrhHBcncWx6kkYiEaRfrTTB+pkqsTGLWIC8HNjCJKrkWqjWUB3/JzJJ11tEignxQtzZK65JsdWUZqx2bQ17ZtW/znP/9B9+7d8fPPP2P+/PkQCh0/levtTGea2NeYN4gwjYIr1doq7klI7XCHszu+0xHgJ0GZWsfvRaWZPufZs2cPVCoVhg4danFdKpVi7NixWLduHaZOnYqXX34ZGo17l8wYypdxCoVcnfP2BCcJsYEU9JFKsQ5fZ1E9zRoGQaMz4E5Wie07EwIAYJEYH4IuLSPxzKjWTnuVUX0SAACx4b4oUWooAZydbIbnM2fOxNmzZ9G4cWPMnDkThw8fxhdffOGKsnklewfwGkSYZvoUSgr6iJM4od8dGiADAOQVcmdN0qZs+23btu2+DMsJCQlQKBRYuXLlffd/9dVX+dv9+vXDl19+iZs3b6JFixbOLqpVxr17QoFpDHLhK33cVRynS4gNxD8n01BQrEJw+d8EIQD4tfWuPqmkWaMgAMC1tAJ+3ykhVWFZboZv+uSuTn2d3u1jEB7cB5m5Cixacxo5+Uqv3gLgbDaDPuP+vRMnTkAul2Pw4MFQKpVQKBTw8/Oz8WjCc9AAXmy46WdeWkZBH3E81kkbS6LDuLp7914pAJrpc4Rhw4Zh2LBhFtf++usvLF26FBMnTuSvjRkzBqtXr8b69esxcuRIBAdzeyVYloVI5JylOdVl2tNn6ul6cxZBY6f6RkYRulDQRyrh6rnu6FBfyGUi3MosdvErE0/minrKMAxaxIXw2wCyKeizS7XO6bty5QqaNm0KoVCIa9euISwsDGVlZZgzZw4GDhzoinJ6PMcs7gQ6t4zE2H5NsOfEHSgo6CNOYGBZ/lgFRzJm4jIqU9OePmeYMGECJkyYwH+dmJiIjRs3AuAG71QqFZ577jn8+++/MBgMSEhIcFdRAZjP9Hn3sk6jhBhTBs8uLSPdXBpSl7grXy3DMIgMkSM7X+mmEhBP4+qkQ1Gh3F5vqqP2sRn0xcTE4L333kNSUhIA4Ny5c1i5ciXeffddvPTSSxT01ZSdnWmpWIipo9vgamoBLe8kTmFgnXNwdJCfFD5SER/sUdDnejNnzsT06dOxceNGSKVSfPnllxAI3Hsgc8VELt7O10eMqFA5rqcXursopI4xrrJwx77WiGA5sspXYRBii8HgnH6CNcH+MohFAgr67GQz6EtLS+MDPgBo164dbt++jaioKKcWzNs4elTETy7m90YR4kgGA+uUDjjDMIgJ98WNdC6JhVJFgxauYJ6hMzIyEitWrHBjae5nqGRPn7dr3igYF2/ec3cxSB1TvtLZ5dk7AS5T4rW0Ape/LvFMJUoNAuQSl72eQMAgPMgHORT02cXmp6xIJMKhQ4f4rw8dOgSxWIz8/HzodDRSX1OOasp9fcT8gZWEOJLBAKcs7wSAmDCzI0d0Bmh1lCK8vjPu6fP2rJ3mEuOCca9IRQN3xIJxps8dfwlymYj6FKRadHoDFGVaBPi6LugDuIGJEiUd0G4PmzN9s2bNwmuvvQaGYcCyLCQSCb7++mv89NNPeOyxx1xRRq+g1uggEjIOy8oll1IDTZxDZzBYJNVwpOgwbl+fUMBAb2BRptZBLHLtBwepW/QVjmyoD4yHDl+9U4CwIB83l4bUFQY3Lu+US0VQafTQO2mlB/EexsDL1UGfn1yMe4V0QLs9bAZ97dq1w549e5CSkgKhUIgmTZpAKBS6NcW3JypSaBDoJ3XYsg1ubxQtjyOOV6bSOe2wVWPmwphwX6RlK1Cm1rn8g4PULfUtkQvA/R2IhAJcTS1Ar3Yx7i4OqSMUSi0kIgHEItcvdfaRiQFwe639fMQuf33iOYpLy4M+P6lLX9dfLkHqXcowa49qtSxCoRAtW7ZE8+bN6WD2WipUqBHk77g/ELlMDJ2ehYYOqiQOVqZ2XtDXvXUU3ni8Ex4Z0BwA7esj5olc6s+ePrFIiCaxgUi5Q3uoiElxqQb+vhK37OnzkXJ9O7WGVhCRqhUr3DTT5yNGTkEZnvpkBwpKaMavNurPp6ybFSrUCHTgqIhMwjXQdMA1cSSWZZFXWObQAQpzQqEA/bs05EcIaYkyMdTDmT6A29d3La0QOj3ta63PDAYWyzacx/nreVxyDDetfJBKuIE+yqpMbDHO9DmyT1sdxhno/GIVjpzNdOlrewsK+lykSKFGkAP/QIwNtIpG5YgDZecroSjTokmDIKe+jlxGHQzCqY+JXAAug6dGq6flSvVcalYxNh28ia/+OM3N9LkwI6I5GkgmtmTmKZCZq0BxqRqA62f6zJPg/3sp26Wv7S1sBn3vv//+fddeffVVpxTGW7Esi8ISxwZ9xgZaTQ00qSWWZVFQbLlE4mYGd5xCk/K9d84iL18+WkYzffVefUzkAnAzfQCXzIXUX7kFXAbXnHwlikvdN9NHfQpibtfxVJy8bAqsWJbF24sP4oX5e5BbnnXY1XU1IphLehUVKsf5G3lQ0aBxjVnduDNr1ixkZ2cjOTkZ+fn5/HWdToebN2+6pHDeokytg1ZncNLyTqr0pHb2nUrH//1+Ch883Q1JbaIBgD/4NCbcr6qH2k1enjRAScmI6r36uKcPACJD5AgJkOHCjXsY3rOxu4tD3CS3wHTuWEauAv/f3p3HR1Wfix//zJbJZA/ZIRB2RMIeFoESoUAIqwJqFbWodb8ubcFL7a9XbS/V0ntrW7G21l6ouFS0QlzYRRYFlCA7YQ+BQBKy75nMcn5/nJlJAsSwhFmf94u8MnNmJnkOeebMd/8O6h3nkTiCZfSQcCivbuDPK/YC8O9XphFk0FFTb3Gt2rnzYAGhwXr0Ovdes9OHJBMXHYLdrvBfb+5g/4kShveTPcOvRquVvjlz5nD8+HGOHj1KRkaG67hOp2Pw4MFuCc6X2OwK9Q0WwpoNzcjOKSJr60nmTlZXOo0Kb79WEecFWlrlxJWy2uwtLtK7HMMjdh+94Kr0lVY2YAzSERp8YxZycXIuFCPDO0Ugrt4J6gbcA3rGsvd4MYqieGTxDuEeF/99FUXhvXVH6dYxwtVr4hQd4d55Uk5GGd4ZsDZ8k0d8dAgDHQ0OR/OaRh/scZQPyiqbRgWdLaohKSbU7XEa9DoG9orDYrVhMurYlVMklb6r1GrJrn///vTv359Ro0aRmCj/qW35y0f72PxdPm/853jio0MAeH/9EY6dqXD1ykWFBbfb7zMar/wCbbPZ0bm5RUZ4ly93n+XPH+zht4+PoW+3DgAUltYCcPR00wW+pLKe2MjgG14ADXZU+lpbyOXUuUrio00tGlGEf7I75vQFWqUPILVHLJu/yyf/Qg2dE8I9HY64AcqqGpj/561k3tKVOxyrFh8/W8G/NhwFYMzAjkSFGamoUedJdQhvv3LC1WhqSJaGuEByvqTG1av34ctTCQ7SU9qsIWL7gQJGpCZR6pgKotdpsNqUG7bY25VwVv6yDxditw8IuPng16PNmsCLL77IY489dslXIKuuayT3fKXrvt2usP6bPBotNjZ8c8Z1/NyFGgB2HiwEIDLMfT19lTVmLFY7uecruftXa9iUfbbdfrfwPZt352O1KWz4Ns91zNnCfLqg0tXjVlbZQEzkjd8sWqfVYDLqWlT6DpwoISe3jJp6C8++upnXPtx7w+MQnufs6QvED+7+PWMAOHiyxMORiPZS12BBUZqWnMjOKaK4vJ63V+dgsaoNHLnnmxbv+WrfeTrFNw2n7xDpoUqfoyG53iw9fdfi8OHDpKamuu43NjayYMECMjMzuf322zl58qQHo2vdkWaNvt8duQBARU0jGg3cOiSZbw8VYrXZXT19GSO7AmDx8KrDowd0pKSygf0nij0ah69ps9KXkZHh+ho/fjwAffr0ueGBebNX/rmLp/93s2vRC+c4Z4Cte/JRFIV6s5XaBqtrlUKgXVtGnL2HOw8V8FbWQaw2O1/uPsu6naepqWvk0Zc38vt3sjlwooR6s5UPHK2KIjCdKVQLGbuPFKEo6v6OFdVm+nbtgF2B42fVC39pZb3bCh0mo57aegullWrlc9HSb3huyTbyCqpQFNi+v0CWsw8ATQu5BN5ohKSYUGIjg9l/Qip9Tr5aeAbIK6ji3hfW8uaqA65jJ/MrXLedBVTnHmN6x+JFsZEmbkvvAahzPT1BevquXX19Pb/+9a+xWJrmqC9fvhyTycSaNWt4/vnnWbhwoQcjbJ1zHn9osJ6v96vbIFTWmAkPCWLMwI7U1FvYf6KEsipnpS8F8PzIjFEDOhIeEsSaHac9GoevafNT9vbbb3d93XnnnSxZsoRvvvnmun+xr17YG8xW1wf0up2nASivVodlDO4dx/mSWk7mV7oKslNHN03Qjwhtzy0b1Erf5t35ZG09yRbHohxLPtzHt4eLqG2wsuNAAQdPlQJwvqTWtUqYCCwWq42SygaSYkIpqzKTe76KEkd+jhnYEYDDuWXY7QplVQ3EuqGnD8BkNLBx1xke/O8NZOeoOQvqUFSnQ478Ff6raSGXwOvp02g0pPaM5eDJ0ha9Q4HKlwvPoDbCWqx2Pvsq19UYXFrZQFJsKCajnq8de4uVVTYQERrEsJvVqTMxkcHcP+Vmfvv4aJLjPTPM12iQOX3X6pVXXmHevHktjm3evJkZM2YAMGzYMMrLyzl/3vv2lquqNRMarGfUgI7sOlyExWqjosZMVLiRwX3iCQ7SseNAAaWV9YSZDHTrGMkTcwbyzF2eXdsjyKBjwvAu7DxYKGXbq3DVTat2u50LFy5c1y/15Qt7oaNVRKtRh2VYbXZXC8i0Md3R6zRs2ZNPaYV6bHDveNdrDfr2a8l2tso5Lfv8sOv2u+uOuG7vOFBAeIi6UqKzFUdcG19tqKisUQsf49I6A+pwowpHQ0VyfDh9ukSzY38BlbVmrDaFGDf19IWa1By22xVeW7HHdXzdTnUIqlbTtNiM8F+2AJ7TBzCwZywVNWZOy359Pl14hpbDNrfuOQdARY2ZhOgQRqYmsv1AARarjbKqBjpEBDOkj1o+0Ok0GPRa+veM9UjcoA6vDjLopNJ3lb744gsaGhqYPHlyi+MXLlwgLq5pJda4uDgKCwvdHV6b1G1CjIwe2JF6s5U9x4pdW4wFGXSk9U1g54ECSioaXKOAMm/p6hVzkKeN7oYGWLXlhKdD8RltLtF38fy9Y8eOMXz48Ov6pc4L+549TQW9zZs388wzzwAtL+wdO3a8rt/V3iodheUZY3uwastJ9hy94GrRS04IY0ifBLbtPUdKYgQAMVHB/OqhEdTUte/S9M7hnaAOESpwLMoRGqznQlkdJqOOpNgwTp2rJK1vAmeKqvli1xlm/KB7QM6duV5tNVTs2rWLhQsX8uGHH3owysurdCwQ0DUpnJ7JkWTnFLku2BFhQYwd3Im/Zx1kz1F16JG7Kn3NlVWpMXaMDeV8SS0dY0NJig3l20OFPDSjn6xs6MfsAbp6p9PQmxIAtYGjW8cbuz+mN7vawrO3lQ1Avdb26x5Dbb2FL3efZerobpRXm0nqFsrYwcl8uTufPUeLKa1SC9Dj0zpTVFbHjB/08HToAISZ9K6Nt0VLa9as4eWXX25xrHv37tTU1LBs2bIr+hlaL9yWxrk35ICecYSaDHy97zyVNWZ6JEcB6jDKr/ad59vDhR7bTqQ18R1CuHVoMmt35nHHD3t7dHEZX3FVc/omT57MCy+8wKJFi675F/p6q4hzha3xaZ0JDzGweXc+5Y4Ca3R4MGMHd6K0ssHVqxYVZmT4zYmMd/SytBeNRkOHCLVw/uCMfq7jd2eo20OYLXbSBycDEB4SxMyxPThdUMXOgwXtGkeg8KUWaEVROHSqlLoGtYJaWas2SkSEGhneL4kjeWWccMwziQozkj4kmSCDjreyDgK4ZSEXwNXb+B93DHQdu3OCurpdXYOVsYOTKSitZft+yVl/FsgLuQBERwS7GmMCwZo1axg7dmyLr3nz5vHGG2/wq1/96op+hjcWnkEdVRERGsS4oZ05mlfOueIaKqoaiA4PZlDvOCJCg9jwbR5llQ10CA8myKDjx1Nv9prCapfECHLPSY/z5WRmZrJ169YWX1OnTqWiooK5c+cyc+ZMAGbOnElNTQ3x8fEUFzctMlJcXEx8fHxrP95t3lt3hFff/861qFB1XSPhoUEY9FpG9Etk58ECisrqXDmZ1jcBk2ORH080CLdlzvheWKw2PtnmnSOtvM0Vzelz9uxZLBa6du2KTqdr41X+c2FXFAWzpWm4Q6WjFSwm0sSYQZ3YeaiQc8U1mIw6TEY9I/olYgzSkZ1TRJBe69qP7Eb4r4dGcFt6D4bf3LSlhrNy2b9HDJNGpnBL/yQmjUxh7KBOJMeHseyzwy3OR7TN1xoqvtydz8LXv+LFv+9EURRXT19kWBA/HKbmx0dfHHMdiwwzkjEyxdVj7a4L+6xxvQgPCWLs4GRGDUhi1IAkfjCoE12TIvjRpD6kD0mmS2I4Sz87RIPs5+e3bHYFrVYT0L25w25O5Ehemeu96s/8pfB8OVW1ZiLDjKQP6YRWA59/nUuj1U50uBG9TkvGyBR2HixUh3d6YQG6f49YTp2v5FxxjadD8Ql33HEHGzduJCsri6ysLACysrIICwsjPT3ddSw7Oxuj0ejx3unKGjPvrz/KpuyzrNmRCzT19AFMGpFCXYMVm11xrTZvMuqZMFxdvMXZQOdNkuPDGTWgI599lUtVbWPbLwhwbdaqtm3bxuzZs9m4cSNffPEFc+bMYePGjW3+YH+5sH+06Th3/OIztnyXD6gteVqthjCTgfFpndVtGr49Q5Rjb51go54Jw7oA0Gi139CCTI/kKB6akYpWq+Hvz09gyYJxhIcEsWTBOH7x4+GEmQw8P284KYkR6HRaHrt9AAWltXzoKPCLlvyloWK3o8cg53QZe44Vu+b0RYYZiY8OYehNCdgVdTidQa824My6tafr9VFu2idq6uhu/POFDExGPf953zAW3j+MIIOO1+aPY+robui0Gh6bNYCisjqWr8lxS0zC/Ww2e8AO7XRK65uAosB3R69vvryv8rXCM4DZYmPh61/xh/d2Y7cr2O0K1bWNRIYGERNpYkCvOD7ddgpoWrm7+cJuHbykd6+5icO7EKTXShmhHdx33300NjYydepUFi1axOLFiz0dkmvTda1Ww8rNJ7HZ7C0qfTd360CoY8X55vtK357ek1CTgTEDPP++u5y7J/WhodHKx18e93QoXq/NEuqf/vQn3nnnHV5//XX++te/8t5777FkyZJr+mW+eGFfuzMPRYG3sg5ittiorDETERqEVquhT5do+nSJBiAytGkPvjnje7k9zsSYUNc8wpTECEJNhkueM7B3HLcOSebfm45ztqja3SF6PX9pqDjpmMcZFW7k022nqKo1o9NqCA1Wc2L2OLWC17zVLjbKxMO3pTJxeBe3FsCdixu11tPTv0csU0d349OvTslKnn7KZlcCvtLXMzmK6HAjOw7IUOaLeWPhGWDX4UIOnSrly935bNt7juq6RuyKOk8a1MUunKLC1ApeTKSJ1B7q3ozualy7GtERwWSO6saX2Welt+8aHD3atDWW0Wjkd7/7HZ9//jkrV66kX79+3/NK93Duzfv4rAGUVNSzZc85zI02V6VPo9Fwu6N8ENGsTBsXbeL932QyIjXJ/UFfgZTECG4dksynX+W6Vs4Xl9dmpc9isdCzZ1MvQK9evbDZ2n94oDde2OsaLFwoq2NQ7zgqasxs2nWGyhqzq4LX/A1SVt00LCc2ysT8uUN54ScjPRL393lwRj+Cg/S8tmKvV3bVextfbKiorDGT2CGEzFu6kp1TxOHcMldDBUBqj1jGDOzYolACMOMHPXjaw8swX86Pp95MXHQIr63YI0OT/ZBdKn1otRpGD+yobl1S376Lfvkiby88g7pSp1YDSbGhfLTpeNMwesfWTM0LyJFhTb16P79nKLcOTfboSp3fZ874XhgMOt5fJ3v7+pvSynp0Wg0Th3chMSaEd9eqI2jCQ5p3WvTm/z0wnBH9Elu81tuH39+TcRM2m50VG6WX+vu0WekLDg7mwIGmjUYPHDiAydQ+Cz14+4XduWnl5JFd6d0lio83n6C8ytziAj4yNYmRqYncN/mmFq9NH5JMWt8Et8Z7JaLDg3n4tlRyTpex+utcT4fj07yxoUJRFOrMVkzBejJHdcWg13LoVGmLnAV47r40npgzsJWf4l1MRj1P3TGQc8W1vN9sOxLhH9Q5fZ4fFu1p6UOSsVjtstiWjzh3oYak2FDumtCb0wVVbMpW9xd1zoXSaTX89O4hxEaZSIxp2nA9NsrEz+8Z2qInxZtEhRuZNrobW/fmk1coi7r4k9LKBqIjgtHptEwf050Ljv3tmueiTqthRGqSzy2slRgTyqQRKaz/Jo9Cx2r24lJtftIuWLCAxx57jHvuuYe7776bRx55hPnz57sjNo+rc2wWHWrSM2d8bwpL6zh6prxFAVqn1fDLB0Zw69D2XZ3zRho3tDNDborn7dWHXRVbcWW8vaHCbLFhtyuEBBuIDg9mwnB1fqlzLzQnb2+1u9ig3vFMGpHCys0nOHam3NPhiHZksyvodL6VjzdCny7RJHQIce3vJrxbbb2F8JAg0ockExdt4t9fqnuFNS8fjE/rzNJfTSIk+NLpFt5s1rheBAfppbfPz1TXNc3fc5YNgEsahX3VXRN7o9VoeH+95G1r2qz0paWl8fnnn/Poo4/y6KOPsnr16uvep89XOJe8d67K2SXRsbeZl7bQXSmNRsOTcwai0cCSFXtRFBnm6S/qHQ0VIY7J2M0XaPF1D07vR1R4MK+t2Otablr4PpvNjtbHGiFuBI1Gw9jBndh77AIlFTIvxdvVm62YjHr0Oi2zm11nfb18AOo5zBjbna/3n+fUuUpPhyPaiTNnAUKCDQxwDDGO9sJFha5FTKSJKaO7sXn3WfIKpJf6ctqs9DU0NLB161Zyc3PJzc1l1apVLF261B2xeVy92VmANqDValwLtPhDJSk+OoR50/qx93gxG7894+lwRDupc+as48KeGBPK/3tgOM/P8/2GmlCTgSfvGMjpgirXlhPC90lPX5NJI1JQgHU78zwdimhDndmCydG4NmFEiuu4v/Sa3OZYsfE9GVLvN5pX+gB+MW84P587lKTYUA9G1b7u+GFvTMEG/vHJQb8oq7e3Nit9P/vZz1i2bBlHjhzh2LFjrq9AUHdRr8nYwcncl9mXOeN7ezKsdjN5ZFf6dY/hH58clBWP/ISzd7r5cKIRqUkkx4d7KqR2NfzmRNIHJ/PBxmOclpY8v2BXZCEXp8SYUIbelMC6naex2qQ325vVNzQVoI0GHT+/ZwiTRqSg1/nH/NQwk4Hb03vwzaFCGVLvJ5rnLKh/41uHJPvcdI/vExEaxN2T+rDnWDG7jwTmFjjfp82r0/Hjx/noo4945ZVXePnll11fgcDZ0+d8k+i0Gu6c0Ju46PZZyMbTtFoNT985CIvVzhv/3i+tIn7A2VDhbIH2Rw/flkpYiIE//es7KRj7AbtNkeGdzUwd3Y3yajNf7zvv6VDE96g3W1s0rt06tDNP3TnIcwHdANN/0J3wkCDeld4+v9DQ2LLS56+mjOpGp7hQ3so6KGWEi7RZ6YuJicFqtbojFq/jLEAHB/nvm6RjXBhzJ9/EN4cK+UoKGT7PtfiQjy0ccDUiw4w8PnsgJ/Ir+fcm2YzV19kUGd7Z3JA+8XROCGPFF8ewy7Y6XklRlEuGyvmjkGADs8f15LsjFzhwosTT4YjrFAg5C+r+vw/OSOVccY2sUn+RVit9S5cuZenSpcTFxXHffffx5ptvuo4F0pw+k1Hnc0vXXq2ZY3vQs3MUf1u537XXkPBN9Wbn8E7/vrCPHtCRsYM68a8NR8k9LwsN+DK7XXr6mtNqNfxoYh/OFFaz/YA0xHkjc6MNu0JAFKCnjulGfIcQ3vh4nyyg5cPsdoV6s41go87TobjFsL4JDOodx7vrjsj0pWZarfQ55+6FhYXRvXt3cnNzA3BOnwWT0X97TJx0Oi3P3DWY2noLb2Ud9HQ44jq4hncGQGHk0VkDCA8J4g/vfSeFER+mbs7uH/Og2svogZ3onBDGO2uOSG57oYunfviz4CA9j88awNmiGj7eLCMrfFVDY8tF3vydRqPhidkDsdoU/vKRTF9yavWv75y3t3HjRiZMmNDisVWrVt3QoLxFoHSFA3RNiuCOH/bm/fVHGTu4E8NuTvR0SOIaXLz4kD+LCA3iyTkD+e+l3/LBhqPcm9nX0yGJa6Buzu7pKLyLTqvhwempvPTWTlZtOcEdP/SPxcP8RdPK3v5/nQVI65vA6IEd+WDDMUb170jnBP9YGCyQNDTagMBoqHBKig3lvsyb+Mcnh9i65xzpQ5I9HZLHtfpRu2nTJtavX88rr7zChg0bWL9+PevXr2f16tW8+uqr7ozRY+rM1oC5qIO61G1KYjivf7SPmrpGT4cjrkFdgwWDXotBHxhDOEakJjE+rTMffnGMvcdkpS6nVatWMWbMGGbOnMnMmTNd1+zz588zd+5cJk+ezOOPP05tba2HI5Wevtak9U1gZGoiH2w8RkGJ5/9OokldAPX0OT1yW39MRj2Ll2fTaLF5OhxxlZw9fUY/XqPicqb/oAd9ukTzxsf7KSyV62irn7Q5OTksX76c0tJS3n77bZYvX87y5cv58MMPeeihh9wZo8dcvLytvzPotTx912Aqa8z8/t3d2GQRAZ9T1xBYDRUAj88aQHJCOL9/ZzfF5TJ2H+DAgQMsXLiQrKwssrKy+OlPfwrASy+9xD333MPatWtJTU3lL3/5i4cjBZvd7vfzpq/VI7cNQK/Tsnj5LixWKWh7i/oAGkbv1CEimJ/ePYTTBVX836eHPB2OuEpmR0+fMSgwGoSddFoN8+8dCorC796W62irlb4nn3yS5cuXM3/+fFeFb/ny5SxdupT777/fnTF6TH2A9fQB9O4SzWOzBvDdkQss+0wu7L6mrsFKSADMQ20u2Kjn+XnDsVjt/Paf37qGXgWyAwcOsGrVKmbMmMH8+fOprKzEYrGwa9cuMjIyAJg1axZr1671cKRgtyOVvlbERZt45q7BnMiv5G8rD8i8FC8RSHP6mkvrm8Bt6T34/Otc1myXVRF9ibN31mgIrEofqPufPnv3EE7kV/Lair0BvSpyq5W+rKwsAMxmc4tVOwNp9c66AJrT11zGyK5MHd2NVVtO8vGXMnHbl9SZLX69R19rOsWFMX/uUE7lV/DbZd8GfGteXFwcTz31FFlZWSQlJfHrX/+a8vJywsLC0Ov1rucUFRV5OFK1p082Z2/dLf2TmDO+F+t25vHeuqOeDkcQmMM7neZNvZlhNyfw14/3883BAk+HI66QOYArfQAjU5OYO/kmvtydz9LPDgVsA1qrV6y8vDxA3Zw9UNU3WFpsvhpIHp6ZSlVtI0s/O4xGo+H2W3t6OiRxBQJxeKfT8H6JPHXnIP70wV5e+Wc2z92f5vcfcGvWrHEtuuXUvXt3li1b5rr/k5/8hAkTJvDcc89d8nqNF2yVYLcraA2ej8Ob3T+lLxXVZv614SgNjVYemNZPekc9KNAWcmlOp9Oy4N40fvnG17z8z13Mv3coYwZ28nRYog2NFnUV4CBD4M6fvmtCbyqqzazachK7ovDQ9NSAu462esV6+umnAejfvz8ZGRnExMS4LShvECibr7ZGp9Pys3uGYLcr/N+nhygsreXh2/qj1wXuBcMX1DdYiY0yeToMj5kwPIVGq52/fryfX/11O8/PG05UuNHTYd0wmZmZZGZmtjhWXV3NsmXLmDdvHqBey/R6PR06dKCmpgabzYZOp6O4uJj4+HgPRN2SunpnYH3wXi2NRsN/3DmIYKOOVVtOcqaommfuGkyHiGBPhxaQ6hvU/VADtXxgMur5zaOjeOmtnfx+eTYFJbXMHtdL3sderGlOX2DmLKjX0Udu649Wq+GTracoLq/n6bsGE2YKnM6dNkvwOTk53Hbbbdx77728/fbbXjEcyB0sVjtWmxKQLXlOep2WBfelMevWnqzefprnXttGXmGVp8MS36PObCHEFLg5CzBlVDf+875hnMiv4Kn//ZLdRwLjmuUUEhLCW2+9xb59+wB45513mDhxIgaDgbS0NFavXg2oK3yOHTvWk6ECYFcUGd55BXRatcDy+OwBHDxZypOLN7Fqy8mAH8rsCc7hncEBXIAONRn49SO3MHpgJ95encNLb+2U1RG9mNmi5mwg9/SBOn/84ZmpPDi9H98cKuSZ//2SPUcDZ+XvNv/6v/nNb9i6dSvz58+npKSEu+++mx/96EfuiM2jAnWi9sV0Wg0PTO/HwvuHUVRWx7N/2Mwb/95HaaWskuiN1IVcAjtnAUYP7Mgfnk0nIjSIF/++k0VLv+FsUbWnw3ILnU7HH//4R1588UUyMzM5dOgQCxYsAOCFF15gxYoVTJkyhezsbJ599lnPBgvYbApaLxhm6gs0Gg1TRnXjjz9Np2fnKP7xyUF+smgD76zNkQK3G6mjgHQB37MVbNSz4N6hPDZrAIdzS3li8Sb+79NDUj7wQmbH8E5/n/JwJZxTln73H2PQabX815s7eOmtnRw6Ver3c/3aLB02NjaSnZ3NV199xddffw1Ar169bnhgnqIoCnYFqmrVfeoCdU7fxUYP7EhqjxjeWXuEdTvzWLszj2F9E0gfnMyAXrFEhvnvEDp3stsVTp6rwG5X0Gg0aDUaFBQURe0RsdubbiuKgmJ33la/19ZbCA2goQrfp2tSBH94Np2sLSf5aNMxnli8iUG94hiX1pm0vglEhAZ5OsQbJi0tjZUrV15yvFOnTixfvtwDEbVOhndevc4J4fzm0VHsO1bMyi0nWLHxGB9sOEbnhDAG94mnd+doenaOIjEmVHpRbwB1Oye5zoJagJ46uhsj+iXyz88Pk7XlBJ9uO8nQm9QN3Qf1iiNahiF7nGt4p1T6XG5K6cDrz43j0225fPjFMRa+/hUpieGMGtCRYTcn0K1jpN9NadIobVRrBwwYQGRkJA888ADjxo2jW7du7ortuq3acpL31x9BA6DR4PzoUyt2auVOsTfdvtwyri/8ZCRpfRPcGbbXKyytZe2O03yRfZaKajMaDXRJCCclKYIuCeHERJqICjcSFWbEGKRzbBauRa/ToihN//82ZwXGrmC12V1fNpuCxWbHZlOH2Loeszbdt9nsWGyK4zkXPc9xX32O+vOsNjvdkiK4O+MmT//3fa91O0+z5MN91/Uznpg9gMxRvvM+dYeKajPrvjnN2h15lFTUo9VAl8QIuneKVHM2ykRMZDBhJgNGgw5jkM6Vr84Ktt2urjTZaLHRaLHTaLVd/rbFRqPV+TwbFquah2r+NuWqxWq/KLfVx5ofjww18runxnj9MLKq2kZsdnuL9zig3kbB8a9FK6r6PFj4l6/om9JB3UtJXJMLZXXsOFhA9uEiDueW0mhVW/V1Wg1x0SYSOoTQISKY8JAgwkKCCA8xEBKs5rrBoCVIr8Wg12E06NDp1MYmjUYdCqXVaNBqNWgcx3TNbjs/VZt31Br0Wq9vLG202HhtxV4qqs2gQW1ca9Z45mpIsytN73/nZ5dd4UJZHTFRJl5fMN7Tp+J1Cktr+fzrXLbtPUdpZQMAiTEhdOsYSVJMKImxoUSFBRFmCiIsxEBwkB6dVoNOp0Gn1aLVqn8Lm139v276br/ovoLNph63NTtutan37Rc9pj7f3uJ1zp8DMHF4CnHR3j0ffu2O0+QVVrnek5e9vjpu25WWx0+dq+T42QpWLp7udxWZ9tDQaGXLd+f4YtcZjuSVoSgQpNfSvVMkyfHhxEebiIsOISI0iJBgPaGmptzVOr6ct+2OXLQ3y2NX7ipKq483PdbUyH/xa5zPVxSFwX3ir3oNhzYrfZ9//jnbtm1j9+7dpKSkMGbMGEaPHu0TvX3HzpSz5bv8Fm8GoNUPsJYfcOrQzskjuxIkLSOXZbPZOZ5fwd5jxRzNK+dMYRUXPLg5tl6nQa/TotNpMei06Bz3ncd7d4nm6bsGeyy+K2G12TlwosRRIVbf3BptUyFM7f1zfG923Pldp9PSrWOktO63wtmTmn24iKNnyjl5rlIt+N0gzsYO53e9XotBp8Gg17nyUu98rPnzHI/FRpm4c0Jvr/6QPn62nPl/2sr1bH2UeUtXnpgzsP2CCmBWm52zRdWcOFtBQWktRaV1FJXVUV5jpqaukbqGG7uPpU6r4Q/PptO9U+QN/T3Xw2yx8Yf3dlNeZXYVqJpXdJ2jLLRamt1uutZqtRqG9U1g4ogUT5+K17LbFU7kV3DoVCk5p8s4W1RNYWkdVpvd06FdQq/T8osfD2N4v0RPh/K9XnhzB8fOlLtyVm1scTbAAI7ygeuYs2HG8Xj3TpG8+PAtHjwD31BRbWbv8WJOnK3gRH4FBSU1lFXduHLCtZozvhc/nnrzVb2mzUpfc5s2beJ//ud/yM3NJScn56oDFP6vodFKRbWZimozlTXmpl4Qq9qboW3+oapt+mB1FnqdXxdX2JyFY51W4yoY65o97qy8C3G16hoslFY2UFJRT73Zitliw9xow2qzN8vTpsJekEHtETHotQQZdAQZHN/1zW4bdBh02oAYtmix2tm+/zy1DRasVrujgNGyIOL81nzUhbPAotXAkJviiYn07lZ2f2G12amtt1DbYMHi6qVu6pluPgKjqderqfXZ2RjlquQ7e3Udd4ODdIwdnCyNpeISNrtCeVUDVbWNVNc1UlNnwWyxNfXAOXr0dM7rrlaLTgtaRw+gq1dFo0Gv06BzfParX2q5wfk8Z7lA2+wxtUex+WuaerGF+D4Wq42SigZq6hupq7dS22ChodGKzXZRT5yiuMoKzu/N81bb7LZzVIVWq2mW803l4rZeExtpuuoyRpuVvh07drBt2za2bdtGY2MjEyZMYOLEiQwaNOh6/v+EEEIIIYQQQrhBm5W+22+/nYkTJzJhwgR69+7trriEEEIIIYQQQrSDqxreKYQQQgghhBDCt3jv6gBCCCGEEEIIIa6bVPqEEEIIIYQQwo9JpU8IIYQQQggh/JhU+oQQQgghhBDCj0mlTwghhBBCCCH8mFT6hBBCCCGEEMKPSaVPCCGEEEIIIfyYVPqEEEIIIYQQwo9JpU8IIYQQQggh/JhU+oQQQgghhBDCj0mlTwghhBBCCCH8mN9W+j799FOmTJnCxIkTeffddz0dzve6//77mTp1KjNnzmTmzJns27ev1fi3b9/O9OnTmTRpEq+++qrreE5ODrNnzyYjI4Nf/vKXWK1Wt55DTU0N06ZNIz8//5riPH/+PHPnzmXy5Mk8/vjj1NbWAlBVVcUjjzxCZmYmc+fOpbi42K3n5W6+kreSs5KzTpKz7iM52z4kZ91HcrZ9SM66l9/mreKHCgsLlXHjxinl5eVKbW2tMn36dOX48eOeDuuy7Ha7Mnr0aMVisbiOtRZ/fX29kp6erpw5c0axWCzKgw8+qGzevFlRFEWZOnWqsmfPHkVRFOUXv/iF8u6777rtHPbu3atMmzZN6devn3L27NlrivORRx5RPvvsM0VRFGXJkiXK4sWLFUVRlJdeekn529/+piiKoqxcuVJ55pln3HZe7uYreSs5KznrJDkrOetrJGclZ32N5Kz7clZR/Dtv/bKnb/v27YwcOZKoqChCQkLIyMhg7dq1ng7rsk6dOoVGo+Hhhx9mxowZvPPOO63Gv3//flJSUujcuTN6vZ7p06ezdu1azp07R0NDA4MGDQJg1qxZbj3fFStW8MILLxAfHw9w1XFaLBZ27dpFRkbGJfFv3ryZ6dOnAzBt2jS2bt2KxWJx27m5k6/kreSs5KyT5KzkrK+RnJWc9TWSs+49V3/OW7+s9F24cIG4uDjX/fj4eIqKijwYUeuqqqq45ZZbeP3111m2bBn/+te/OH/+/GXjb+28Lj4eFxfn1vNdtGgRaWlprvtXG2d5eTlhYWHo9fpL4m/+Gr1eT1hYGGVlZe44LbfzlbyVnJWcdZKclZz1NZKzkrO+RnLWvefqz3nrl5U+RVEuOabRaDwQSdsGDx7M4sWLCQkJoUOHDsyZM4c///nPlzxPo9G0el7edr5XG+fVxq/V+mXaet3fsTWSs5KzTt72d2yN5KzkrJO3/R1bIzkrOevkbX/H1vhjzoJ/5a1fvkMSEhIoKSlx3b9w4YKrm9bbZGdns2PHDtd9RVHo1KnTZeNv7bwuPl5cXOzR873aODt06EBNTQ02m63FcVBbVJyvsVqt1NTUEBUV5b6TcSNfyVvJWclZJ8lZyVlfIzkrOetrJGc9e67+lLd+WekbNWoUO3bsoKysjPr6etavX8/YsWM9HdZlVVdXs3jxYsxmMzU1NaxcuZLf//73l41/4MCB5ObmkpeXh81m47PPPmPs2LF06tQJo9HI7t27AVi1apVHz/dq4zQYDKSlpbF69epL4k9PT2fVqlUArF69mrS0NAwGg0fO60bzlbyVnJWcdZKclZz1NZKzkrO+RnLWs+fqV3l7gxeK8ZhPPvlEmTp1qjJp0iTlzTff9HQ43+vVV19VJk+erEyaNElZtmyZoiitx799+3Zl+vTpyqRJk5RFixYpdrtdURRFycnJUWbPnq1MnjxZ+dnPfqaYzWa3n8e4ceOUs2fPXlOc+fn5yr333qtkZmYqDz74oFJRUaEoiqKUl5crjz76qDJlyhTlrrvucv18f+UreSs5KznrJDnrXpKz109y1r0kZ6+f5Kz7+WPeahTlMoNPhRBCCCGEEEL4Bb8c3imEEEIIIYQQQiWVPiGEEEIIIYTwY1LpE0IIIYQQQgg/JpU+IYQQQgghhPBjUukTQgghhBBCCD8mlT4hhBBCCCGE8GNS6RNCCCGEEEIIPyaVPiGEEEIIIYTwY/8fyOxdeVTXcSoAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 1080x360 with 10 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "array = np.array(pd.read_pickle(os.path.join(\"output\",\"LV3\",\"vNeuriteTEA.pkl\"))).T\n",
    "arrayNoNet = np.array(pd.read_pickle(os.path.join(\"output\",\"LV3\",\"vNeuriteTEANOGAP.pkl\"))).T\n",
    "fig,axs = plt.subplots(2,5,figsize=(15,5))\n",
    "\n",
    "\n",
    "[axs[0][i].plot(array[:,startNo+i]) for i in range(5)]\n",
    "[axs[0][i].grid(False) for i in range(5)]\n",
    "[axs[0][i].set_facecolor(\"White\") for i in range(5)]\n",
    "axs[0][0].set_ylabel('gap Junctions')\n",
    "\n",
    "[axs[1][i].plot(arrayNoNet[:,startNo+i]) for i in range(5)]\n",
    "[axs[1][i].grid(False) for i in range(5)]\n",
    "[axs[1][i].set_facecolor(\"White\") for i in range(5)]\n",
    "axs[1][0].set_ylabel('without gap Junctions')\n",
    "\n",
    "plt.suptitle('Passing Network with and without gap Junctions')\n",
    "#plt.savefig('figure 5 in and out of network.png',dpi=500)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "dfde9671-79e7-48d2-9039-05f7bfb97e0e",
   "metadata": {},
   "source": [
    "# convert to txt"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "id": "7f3c4fe3-0e68-4112-806d-00ca2e158ce8",
   "metadata": {},
   "outputs": [],
   "source": [
    "array = np.array(pd.read_pickle(os.path.join(\"output\",\"LV3\",\"VsomaTEA.pkl\"))).T\n",
    "arrayNoNet = np.array(pd.read_pickle(os.path.join(\"output\",\"LV3\",\"VsomaTEANOGAP.pkl\"))).T\n",
    "np.savetxt('VsomaTEA.txt',array)\n",
    "np.savetxt('VsomaTEANOGAP.txt',arrayNoNet)\n",
    "array = np.array(pd.read_pickle(os.path.join(\"output\",\"LV3\",\"VNeuriteTEA.pkl\"))).T\n",
    "arrayNoNet = np.array(pd.read_pickle(os.path.join(\"output\",\"LV3\",\"VNeuriteTEANOGAP.pkl\"))).T\n",
    "np.savetxt('VNeuriteTEA.txt',array)\n",
    "np.savetxt('VNeuriteTEANOGAP.txt',arrayNoNet)\n",
    "array = np.array(pd.read_pickle(os.path.join(\"output\",\"LV3\",\"VSIZTEA.pkl\"))).T\n",
    "arrayNoNet = np.array(pd.read_pickle(os.path.join(\"output\",\"LV3\",\"VSIZTEANOGAP.pkl\"))).T\n",
    "np.savetxt('VSIZTEA.txt',array)\n",
    "np.savetxt('VSIZTEANOGAP.txt',arrayNoNet)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "fb7816e7-6a23-4882-9e6f-3b870786ddd2",
   "metadata": {},
   "source": [
    "#### now analyze it:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 74,
   "id": "3d8a8b2b-1b6b-4219-8854-c8312c2424b0",
   "metadata": {},
   "outputs": [],
   "source": [
    "array = np.array(pd.read_pickle(os.path.join(\"output\",\"LV3\",\"VsomaControl.pkl\"))).T"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 77,
   "id": "7f155a2e-8f43-4a42-b9ca-6bd2733bfb11",
   "metadata": {},
   "outputs": [],
   "source": [
    "arrayNoNet = np.array(pd.read_pickle(os.path.join(\"output\",\"LV3\",\"VsomaControl.pkl\"))).T"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 97,
   "id": "057c3ee6-5a7c-4fac-b454-a02cfae2b7c7",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1080x360 with 10 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig,axs = plt.subplots(2,5,figsize=(15,5))\n",
    "\n",
    "\n",
    "[axs[0][i].plot(array[:,startNo+i]) for i in range(5)]\n",
    "[axs[0][i].grid(False) for i in range(5)]\n",
    "[axs[0][i].set_facecolor(\"White\") for i in range(5)]\n",
    "axs[0][0].set_ylabel('gap Junctions')\n",
    "\n",
    "[axs[1][i].plot(arrayNoNet[:,startNo+i]) for i in range(5)]\n",
    "[axs[1][i].grid(False) for i in range(5)]\n",
    "[axs[1][i].set_facecolor(\"White\") for i in range(5)]\n",
    "axs[1][0].set_ylabel('without gap Junctions')\n",
    "\n",
    "plt.suptitle('Passing Network with and without gap Junctions')\n",
    "plt.savefig('figure 5 in and out of network.png',dpi=500)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f962d5eb-2c11-4d7e-817e-f3ec60ee17e7",
   "metadata": {},
   "source": [
    "# run the simulation for fig 5"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "id": "2d4e33d4-0187-4e19-8d37-6f71d942b5ad",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([300.0, 300.0, 300.0, 300.0, 300.0, 400.0, 400.0, 400.0, 400.0,\n",
       "       400.0, 500.0, 500.0, 500.0, 500.0, 500.0, 600.0, 600.0, 600.0,\n",
       "       600.0, 600.0, 660.0, 660.0, 660.0, 660.0, 660.0, 714.0, 714.0,\n",
       "       714.0, 714.0, 714.0, 768.0, 768.0, 768.0, 768.0, 768.0, 822.0,\n",
       "       822.0, 822.0, 822.0, 822.0, 876.0, 876.0, 876.0, 876.0, 876.0,\n",
       "       930.0, 930.0, 930.0, 930.0, 930.0, 984.0, 984.0, 984.0, 984.0,\n",
       "       984.0, 1038.0, 1038.0, 1038.0, 1038.0, 1038.0, 1092.0, 1092.0,\n",
       "       1092.0, 1092.0, 1092.0, 1146.0, 1146.0, 1146.0, 1146.0, 1146.0,\n",
       "       1200.0, 1200.0, 1200.0, 1200.0, 1200.0, 1254.0, 1254.0, 1254.0,\n",
       "       1254.0, 1254.0], dtype=object)"
      ]
     },
     "execution_count": 33,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ETs = passingEventTimes\n",
    "ETs[ETs !=0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "8b4c9c44-3b36-4aa2-b5e2-99e03b974f11",
   "metadata": {},
   "outputs": [],
   "source": [
    "TEA = False\n",
    "\n",
    "\n",
    "cellID =getLV2CellIDX(1,19)\n",
    "print(cellID)\n",
    "archivedPath = os.path.join(\"..\",\"CGResults\",\"fixed_GSyn\",\"MedwithLV2\")\n",
    "archivedPathLVL3 = os.path.join(\"output\",\"LV3\")\n",
    "LV3Params = np.array(pd.read_pickle(os.path.join(archivedPath,archivedPathLVL3,\"passParamsRepeat.pkl\")))\n",
    "LV3ParamsSelected = LV3Params[:,startNo:startNo+5]\n",
    "eventTimes = np.array(pd.read_pickle(os.path.join(archivedPath,\"input\",\"LV3\", \"EventTimes.pkl\"))).T\n",
    "passingEventTimes = eventTimes[:,cellID:cellID+5]\n",
    "\n",
    "\n",
    "params = LV3ParamsSelected\n",
    "teaParamsList = [1,2,4,5,14]\n",
    "if TEA == True:\n",
    "    for parameter in teaParamsList:\n",
    "        params[parameter] *= 0.03\n",
    "\n",
    "\n",
    "ETs = passingEventTimes\n",
    "\n",
    "cell = LargeCellLV2(0)\n",
    "\n",
    "varNames = list(rangeVarNames().keys())[:len(params)]\n",
    "\n",
    "#assign the param(:,i) to LC2(i)\n",
    "for j in range(len(varNames)):\n",
    "    exec(\"%s = %f\" %(\"cell.\"+varNames[j],params[j]))\n",
    "\n",
    "dt = 0.2\n",
    "tstop = 2550#ms\n",
    "maxstep = 10\n",
    "vinit = -51#mV\n",
    "seed  = 32165156\n",
    "\n",
    "\n",
    "synGain = 0.09\n",
    "\n",
    "vsAll = h.VecStim()\n",
    "ETs = h.Vector(ETs[ETs !=0])\n",
    "\n",
    "syns = h.Exp2Syn(cell.siz(1))\n",
    "\n",
    "vsAll.play(ETs)\n",
    "syns.tau1,syns.tau2,syns.e   = 10,120,-15\n",
    "\n",
    "NetCons = [h.NetCon(vsAll,syns,-10,0,synGain)]\n",
    "\n",
    "v = h.Vector().record(cell.soma(0.5)._ref_v)\n",
    "vNeurite = h.Vector().record(cell.neurite(0.5)._ref_v)\n",
    "vSIZ = h.Vector().record(cell.siz(0.5)._ref_v)\n",
    "\n",
    "cell.siz.g_leak = 0.001\n",
    "cell.siz.g_nasiz =  0.300 #\n",
    "cell.siz.g_kdsiz =  0.074 # \n",
    "\n",
    "\n",
    "secName = [\"soma\",\"neurite\",\"siz\"]\n",
    "recVars = [[\"nap2\",\"Nn\",\"cat\",\"cal\",\"kd2\",\"skkca\",\"bkkca\",\"a2\",\"leak\"],[\"bkkca\",\"nap2\",\"cal\",\"cat\",\"leak\"],[\"kdsiz\",\"nasiz\",\"leak\"]]\n",
    "\n",
    "\n",
    "allVs = []\n",
    "allRefNames = []\n",
    "allRecVects = []\n",
    "for m in range(len(secName)):\n",
    "    refVars = []\n",
    "    \n",
    "    for var in recVars[m]:\n",
    "        res = eval(\"cell.\"+secName[m]+\"(0.5).\"+var+\".__dict__\")\n",
    "        \n",
    "        for key in list(res.keys()):\n",
    "            \n",
    "            if key[0] == 'i':\n",
    "                refVars.append(key)\n",
    "                \n",
    "\n",
    "    refNames = [secName[m]+\" \"+recVars[m][j]+\" \"+refVars[j] for j in range(len(recVars[m]))]\n",
    "    allRefNames.append(refNames)\n",
    "    \n",
    "    recVects = [eval(\"h.Vector().record(cell.\"+secName[m]+\"(0.5).\"+recVars[m][j]+\"._ref_\"+refVars[j]+\")\") for j in range(len(recVars[m]))]\n",
    "    allVs.append(eval(\"h.Vector().record(cell.\"+secName[m]+\"(0.5)._ref_v)\"))\n",
    "    allRecVects.append(recVects)\n",
    "\n",
    "synrec = h.Vector().record(syns._ref_i)\n",
    "\n",
    "h.dt=0.2\n",
    "h.finitialize(-51)\n",
    "h.continuerun(2550)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "58c3eacf-234a-4123-9270-e2936412a6bb",
   "metadata": {},
   "source": [
    "# Figure 5B"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 61,
   "id": "eebadb7d-5540-4cea-9ce8-84b26fc8ef2d",
   "metadata": {},
   "outputs": [],
   "source": [
    "iSyn = np.array(pd.read_pickle(os.path.join(\"output\",\"LV3\",\"ISYNControl.pkl\"))).T"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 62,
   "id": "c60103ea-f330-401b-87f8-10242fd32a37",
   "metadata": {},
   "outputs": [],
   "source": [
    "netNo,freqNo = 1,19\n",
    "startNo = getNetIDX(netNo,freqNo)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 63,
   "id": "1f6203a9-9b7d-41e3-b2a0-2d8a58d55d90",
   "metadata": {},
   "outputs": [],
   "source": [
    "iSynSelected = iSyn[:,startNo]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 64,
   "id": "4184086f-66bc-4d60-bdca-688055d890b0",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[<matplotlib.lines.Line2D at 0x171144d2e80>]"
      ]
     },
     "execution_count": 64,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.plot(iSynSelected)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "fcb7dcf6-2ff7-44ec-aeeb-c0ecdb6e8b50",
   "metadata": {},
   "source": [
    "#### now get the SIZ current going into SIZ1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 65,
   "id": "ba78e977-9377-4904-ae83-31a0608dab11",
   "metadata": {},
   "outputs": [],
   "source": [
    "VSIZ = np.array(pd.read_pickle(os.path.join(\"output\",\"LV3\",\"VSIZControl.pkl\"))).T\n",
    "Vsoma = np.array(pd.read_pickle(os.path.join(\"output\",\"LV3\",\"VsomaControl.pkl\"))).T\n",
    "RSIZ = 200#x10^6\n",
    "#10e-3 V / 10^6 Ohms = 10^-9 nA"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 66,
   "id": "16867821-d121-41c2-824c-e71d9363145c",
   "metadata": {},
   "outputs": [],
   "source": [
    "VSIZ1 = VSIZ[:,startNo]\n",
    "VSIZ2 = VSIZ[:,startNo+1]\n",
    "VSIZ3 = VSIZ[:,startNo + 2]\n",
    "VSIZ4 = VSIZ[:,startNo + 3]\n",
    "VSIZ5 = VSIZ[:,startNo + 4]\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 67,
   "id": "a863b51b-d04e-4ac9-8a79-ab32f53f2091",
   "metadata": {},
   "outputs": [],
   "source": [
    "SIZgap12 = (VSIZ1 - VSIZ2) / 200 # nA\n",
    "SIZgap13 = (VSIZ1 - VSIZ3) / 200\n",
    "SIZgap14 = (VSIZ1 - VSIZ4) / 200\n",
    "SIZgap15 = (VSIZ1 - VSIZ5) / 200\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 68,
   "id": "6f1d679f-cb78-4470-913e-15481fe99a98",
   "metadata": {},
   "outputs": [],
   "source": [
    "SIZgapSum = SIZgap12 + SIZgap13 + SIZgap14 + SIZgap15"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d673fac7-5798-45f4-a88a-4100052daff3",
   "metadata": {},
   "source": [
    "#### now get the current going into the LC1 soma"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 69,
   "id": "b8a1c833-3d0e-4c24-9e4f-39b12baec0b3",
   "metadata": {},
   "outputs": [],
   "source": [
    "VLC1 = Vsoma[:,startNo]\n",
    "VLC2 = Vsoma[:,startNo+1]\n",
    "Somagap = (VLC1 - VLC2) / 1.54 #nA"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 70,
   "id": "46f9acd1-1325-425f-aad1-7881e4a1d06c",
   "metadata": {},
   "outputs": [],
   "source": [
    "time = np.arange(0,len(iSynSelected) * 0.2,0.2)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 76,
   "id": "11015186-934a-444b-a4c4-b5fe12cbaab1",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 2160x720 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "start,end = 0,20000\n",
    "fig,axs = plt.subplots(1,1,figsize = (30,10))\n",
    "axs.plot(time[start:end],iSynSelected[start:end],label = 'iSyn')\n",
    "axs.plot(time[start:end],SIZgapSum[start:end],label = 'iGap SIZ')\n",
    "axs.plot(time[start:end],Somagap[start:end],label = 'iGap Soma')\n",
    "axs.set_xlabel('ms')\n",
    "axs.set_ylabel('nA')\n",
    "axs.set_title('gap junction current to SIZ vs Soma vs synaptic current')\n",
    "axs.legend()\n",
    "axs.grid(False)\n",
    "axs.set_facecolor('white')\n",
    "plt.savefig('Figure 5 current comparison zoom.png',dpi=500)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 74,
   "id": "6b56cd3e-d3af-498e-bfcc-a09bf7e25011",
   "metadata": {},
   "outputs": [],
   "source": [
    "np.savetxt('iSyn.txt',iSynSelected)\n",
    "np.savetxt('iGap SIZ.txt',SIZgapSum)\n",
    "np.savetxt('iGap Soma.txt', Somagap)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3c496a10-e775-47ef-b3fc-4e0c2e015cc2",
   "metadata": {},
   "source": [
    "# debugging"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "2c1c9fbe-b351-4ca4-b466-f47af99f8013",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "id": "cec5489d-e021-405d-afb2-0d89663cb41a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([8, 1])"
      ]
     },
     "execution_count": 41,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "someArray  = np.array([3,4,56])\n",
    "option = 'y'\n",
    "if option == 'y':\n",
    "    someArray = np.array([8,1])\n",
    "someArray"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "1f74fad7-d05c-442c-8f13-871aa9dcdd16",
   "metadata": {},
   "outputs": [],
   "source": [
    "#generate a list of folders\n",
    "myList = [os.path.join(\"input\",\"LV1\"),\n",
    " os.path.join(\"input\",\"LV2\"),\n",
    " os.path.join(\"input\",\"LV3\"),\n",
    " os.path.join(\"input\",\"LV3\",\"Avg\"),\n",
    " os.path.join(\"output\",\"LV1\"),\n",
    " os.path.join(\"output\",\"LV2\"),\n",
    " os.path.join(\"output\",\"LV3\"),\n",
    " os.path.join(\"output\",\"LV3\",\"Avg\")\n",
    " ]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 66,
   "id": "ba123272-4bd9-4d38-8e72-e2788c4345e7",
   "metadata": {},
   "outputs": [],
   "source": [
    "def makeAvgNets(LV3passParams):#LV3passParamsRepeat in the LV3 output folder is the file that has the parameters of the networks repeated 16 times each\n",
    "    [a,b] = LV3passParams.shape\n",
    "\n",
    "    avgNets = np.ones((a,1))\n",
    "\n",
    "    for i in range(0,b,5*16):\n",
    "        avgNets = np.hstack((avgNets,np.mean(LV3passParams[:,i:i+5],axis=1).reshape(-1,1)))\n",
    "    avgNets = avgNets[:,1:]\n",
    "\n",
    "    avgNets = np.repeat(avgNets,5,axis=1)\n",
    "\n",
    "    return avgNets"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 71,
   "id": "e265f0fb-4c92-45f1-9e06-97d0bc6dc6cb",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "input\n",
      "output\n"
     ]
    }
   ],
   "source": [
    "\n",
    "for folder in folderList():\n",
    "    #move to the folder, and check if it has folders"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 224,
   "id": "cc6042ea-c362-48d3-8b27-42103a44641d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([list(['input', 'output']), list(['LV1', 'LV2', 'LV3']),\n",
       "       list(['', '', 'Avg'])], dtype=object)"
      ]
     },
     "execution_count": 224,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "myFolders = np.array([[\"input\",\"output\"],\n",
    "                      [\"LV1\",\"LV2\",\"LV3\"]\n",
    "                      \n",
    "                      ,\n",
    "                      [\"\",\"\",\"Avg\"]\n",
    "                     ],dtype=object)\n",
    "\n",
    "myFolders"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 176,
   "id": "2cc25c92-260b-4166-ad2a-5eccfe103b05",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([0, 1, 2])"
      ]
     },
     "execution_count": 176,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "treebranch = np.arange(0,(myFolders.shape)[0])\n",
    "treebranch"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 220,
   "id": "a00aac8f-b3e6-42df-b7bb-f36601263069",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "input\\LV1\n",
      "input\\LV2\n",
      "input\\LV3\\Avg\n",
      "output\\LV1\n",
      "output\\LV2\n",
      "output\\LV3\\Avg\n"
     ]
    }
   ],
   "source": [
    "lvls = []\n",
    "\n",
    "for j in range(len(myFolders[0])):\n",
    "    for i in range(len(myFolders[1])):\n",
    "        if myFolders[2][i] == \"\":\n",
    "            path = os.path.join(myFolders[0][j],myFolders[1][i])\n",
    "        else:\n",
    "            path = os.path.join(myFolders[0][j],myFolders[1][i],myFolders[2][i])\n",
    "        print(path)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 227,
   "id": "47861f2c-27ab-4dc5-a13a-4376ee3dccea",
   "metadata": {},
   "outputs": [],
   "source": [
    "def mkTrunk(myFolders):\n",
    "    for folder in myFolders[0]:\n",
    "        print(os.path.join(folder))#mkdir"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 319,
   "id": "13e01c8c-ec7f-45ae-a764-2972b08c7ed2",
   "metadata": {},
   "outputs": [],
   "source": [
    "def mkBranch(myFolders,trunk,branch):\n",
    "    for i in range(len(myFolders[branch])):\n",
    "        if myFolders[branch][i] == \"\":\n",
    "            a=1\n",
    "        else:\n",
    "            print(os.path.join(trunk,myFolders[branch][i]))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 225,
   "id": "8bccf73f-054d-49a8-8dcf-94f8b360a393",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "input\n",
      "output\n"
     ]
    }
   ],
   "source": [
    "mkTrunk(myFolders)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 320,
   "id": "13320378-d2ea-4602-854d-2c24489f9890",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "LV1\\Avg\n",
      "LV2\\Avg\n",
      "LV3\\Avg\n"
     ]
    }
   ],
   "source": [
    "trunk = 1\n",
    "branch=2\n",
    "trunks = np.arange(0,(myFolders.shape)[0]-1)\n",
    "branches = np.arange(0,(myFolders.shape)[0])\n",
    "\n",
    "for i in range(len(myFolders[trunk])):\n",
    "    mkBranch(myFolders,myFolders[trunk][i],branch)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 270,
   "id": "31175785-dfd8-4380-b778-6e5f9b7c52ac",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0\n",
      "1\n",
      "2\n"
     ]
    }
   ],
   "source": [
    "branches = np.arange(0,(myFolders.shape)[0])\n",
    "for branch in branches:\n",
    "    \n",
    "    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 213,
   "id": "3a0eb282-281f-4a6e-9194-145c3c89e287",
   "metadata": {},
   "outputs": [],
   "source": [
    "def mkLevel(myFolders,level):\n",
    "    lvl = []\n",
    "    for j in range(len(myFolders[level])):\n",
    "        lvl.append(os.path.join(myFolders[level][j]))\n",
    "    return lvl"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 214,
   "id": "3d8e5736-d558-4ea8-9112-c8effd7f881f",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0\n",
      "1\n",
      "2\n"
     ]
    }
   ],
   "source": [
    "lvl = []\n",
    "for i in range(len(myFolders)):\n",
    "    print(i)\n",
    "    \n",
    "    lvl.append(mkLevel(myFolders,i))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 215,
   "id": "bfacc8a8-88df-4364-9876-f7e102167b8f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[['input', 'output', ''], ['LV1', 'LV2', 'LV3'], ['', '', 'Avg']]"
      ]
     },
     "execution_count": 215,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "lvl"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 325,
   "id": "5b65545f-def4-4129-93ca-e2c6b5b518eb",
   "metadata": {},
   "outputs": [],
   "source": [
    "avgN = makeAvgNets(getEveryFirstNet(LV3passParams))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 78,
   "id": "c6435966-3bd6-47ff-a69e-dbcd989fceb3",
   "metadata": {},
   "outputs": [],
   "source": [
    "VsomaControl = np.load(os.path.join(archivedPath,\"output\",\"LV2\",\"VsomaControl.pkl.npy\"),allow_pickle=True).T\n",
    "VsomaTEA = np.load(os.path.join(archivedPath,\"output\",\"LV2\",\"VsomaTEA.pkl.npy\"),allow_pickle=True).T\n",
    "LV2RejectionResults = np.loadtxt(os.path.join(archivedPath,\"output\",\"LV2\",\"LV2RejectionResults.txt\"))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "7d21d253-1194-4df7-a98c-bb2b4428c98b",
   "metadata": {},
   "outputs": [],
   "source": [
    "Vsoma = np.array(pd.read_pickle(os.path.join(archivedPath,\"output\",\"LV1\",\"Vsoma.pkl\"))).T\n",
    "LV1RejectionResults = np.loadtxt(os.path.join(archivedPath,\"output\",\"LV1\",\"LV1RejectionResults.txt\"))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "id": "e2ffb1a9-3786-42c9-91f5-7ec74caa1358",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "5751"
      ]
     },
     "execution_count": 30,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "passIdxs = np.where(np.array([1 if np.all(LV1RejectionResults[:,i] ==1) else 0 for i in range(LV1RejectionResults.shape[1])]))[0]\n",
    "len(passIdxs)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "id": "8fed90e8-270f-4e92-a4d4-fdd3c50a5a8c",
   "metadata": {},
   "outputs": [],
   "source": [
    "LV1PassVoltages = Vsoma[:,passIdxs]\n",
    "Time = getSimTime(LV1PassVoltages[:,0],0.2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "id": "b8808657-c712-426b-b8b0-02d6b974bd7a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, axs = plt.subplots()\n",
    "axs.set_facecolor(\"white\")\n",
    "plt.plot(Time,LV1PassVoltages[:,0])\n",
    "plt.grid=False\n",
    "plt.xlabel('ms')\n",
    "plt.ylabel('mv')\n",
    "plt.savefig('model LV2 TEA Passing.png',dpi=500)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "87c33273-4a4d-447a-89b1-d9b16195196e",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.11"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
