{ "cells": [ { "cell_type": "markdown", "id": "6f6f250a-c4cc-46ac-8860-07a01a48d3c6", "metadata": {}, "source": [ "## Ocean Stats" ] }, { "cell_type": "code", "execution_count": 1, "id": "c3c7cdcd-d405-4a72-9c46-08827ed97f79", "metadata": {}, "outputs": [], "source": [ "%load_ext autoreload\n", "%autoreload 2" ] }, { "cell_type": "code", "execution_count": 2, "id": "9ed03aef-028f-491f-90a3-51480da6d837", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "ERROR 1: PROJ: proj_create_from_database: Open of /glade/work/gmarques/conda-envs/mom6-tools/share/proj failed\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Basemap module not found. Some regional plots may not function properly\n" ] } ], "source": [ "import warnings\n", "warnings.filterwarnings(\"ignore\")\n", "import pandas as pd\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import yaml, os\n", "import nc_time_axis, cftime\n", "from datetime import datetime\n", "import getpass\n", "import xarray as xr\n", "from mom6_tools.stats import extract_time_series, ocean_stats\n", "from mom6_tools.m6toolbox import cime_xmlquery, genBasinMasks\n", "from mom6_tools.MOM6grid import MOM6grid" ] }, { "cell_type": "code", "execution_count": 3, "id": "a092244c-959e-4c6a-a7e1-743b7a32cf31", "metadata": {}, "outputs": [], "source": [ "# Make the graphs a bit prettier, and bigger\n", "plt.style.use('ggplot')\n", "pd.set_option('display.width', 5000) \n", "pd.set_option('display.max_columns', 60)\n", "plt.rcParams['figure.figsize'] = (15, 5)\n", "plt.rcParams.update({'font.size': 18})" ] }, { "cell_type": "code", "execution_count": 4, "id": "63f5b5fb-31cd-4470-9a23-a09e0f4d690f", "metadata": {}, "outputs": [], "source": [ "# Read in the yaml file\n", "diag_config_yml_path = \"diag_config.yml\"\n", "diag_config_yml = yaml.load(open(diag_config_yml_path,'r'), Loader=yaml.Loader)" ] }, { "cell_type": "code", "execution_count": 5, "id": "d7e3a4e1-4b59-4b19-b66c-41a7e00d926e", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Rundir directory is: /glade/derecho/scratch/gmarques/g.e30_a03c.GJRAv4.TL319_t232_wgx3_hycom1_N75.2024.079/run\n", "Casename is: g.e30_a03c.GJRAv4.TL319_t232_wgx3_hycom1_N75.2024.079\n" ] } ], "source": [ "caseroot = diag_config_yml['Case']['CASEROOT']\n", "casename = cime_xmlquery(caseroot, 'CASE')\n", "DOUT_S = cime_xmlquery(caseroot, 'DOUT_S')\n", "rundir = cime_xmlquery(caseroot, 'RUNDIR')\n", "\n", "if DOUT_S:\n", " OUTDIR = cime_xmlquery(caseroot, 'DOUT_S_ROOT')+'/ocn/hist/'\n", "else:\n", " OUTDIR = cime_xmlquery(caseroot, 'RUNDIR')\n", " \n", "print('Rundir directory is:', rundir)\n", "print('Casename is:', casename)" ] }, { "cell_type": "code", "execution_count": 6, "id": "30a716cd-9c42-47ba-a373-47faa9ed4783", "metadata": {}, "outputs": [], "source": [ "# create an empty class object\n", "class args:\n", " pass\n", "\n", "args.rundir = rundir\n", "args.casename = casename\n", "args.caseroot = caseroot\n", "args.OUTDIR = OUTDIR\n", "args.nw = 6\n", "args.static = casename+diag_config_yml['Fnames']['static']\n", "args.native = casename+diag_config_yml['Fnames']['native']\n", "args.geom = casename+diag_config_yml['Fnames']['geom']" ] }, { "cell_type": "code", "execution_count": 7, "id": "a5dadb5c-e599-49cb-a531-ee75f82ab304", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "MOM6 grid successfully loaded... \n", "\n" ] } ], "source": [ "# read grid info\n", "geom_file = OUTDIR+'/'+args.geom\n", "if os.path.exists(geom_file):\n", " grd = MOM6grid(OUTDIR+'/'+args.static, geom_file, xrformat=True)\n", "else:\n", " grd = MOM6grid(OUTDIR+'/'+args.static, xrformat=True)\n", " \n", "try:\n", " depth = grd.depth_ocean.values\n", "except:\n", " depth = grd.deptho.values\n", " \n", "try:\n", " area = grd.area_t.where(grd.wet > 0)\n", "except:\n", " area = grd.areacello.where(grd.wet > 0)" ] }, { "cell_type": "code", "execution_count": 8, "id": "e0805cdb-bc3e-4da2-8f23-f295920553b3", "metadata": {}, "outputs": [], "source": [ "# remove Nan's, otherwise genBasinMasks won't work\n", "# Get masking for different regions\n", "depth[np.isnan(depth)] = 0.0\n", "basin_code = genBasinMasks(grd.geolon.values, grd.geolat.values, depth, xda=True)\n", "\n", "#select a few basins, namely, Global, MedSea,BalticSea,HudsonBay Arctic,\n", "# Pacific, Atlantic, Indian, Southern, LabSea and BaffinBay\n", "basins = basin_code.isel(region=[0,4,5,6,7,8,9,10,11,12,13])" ] }, { "cell_type": "markdown", "id": "0b8f80fa-2a88-4108-82f0-64e6e46f6bd8", "metadata": {}, "source": [ "### Integrated T & S" ] }, { "cell_type": "code", "execution_count": 9, "id": "18f7aa0b-0498-476f-8b1b-4135d7e0832b", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Reading dataset...\n", "Time elasped: 0:00:45.443396\n", "Releasing workers...\n", "\n" ] } ], "source": [ "variables = ['thetaoga','soga','opottempmint','somint']\n", "ds = extract_time_series(args.native, variables, area, args)" ] }, { "cell_type": "code", "execution_count": 10, "id": "4b837bfb-a0a1-44ff-b5bd-0f0c6f6fe799", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%matplotlib inline\n", "\n", "for v in ds.data_vars:\n", " fig, ax = plt.subplots()\n", " ds[v].plot(ax=ax)\n", " ax.set_title('')" ] }, { "cell_type": "code", "execution_count": 11, "id": "0bf90a34-3bff-4c51-bde5-b4bc673512a6", "metadata": {}, "outputs": [], "source": [ "stats = ocean_stats(args)" ] }, { "cell_type": "markdown", "id": "9667bb33-664f-47bb-aa31-60ee9b8e17e8", "metadata": {}, "source": [ "### Truncations" ] }, { "cell_type": "code", "execution_count": 12, "id": "363b40c0-249f-44f1-be6c-fea6feda2fc8", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[]" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "stats.Truncs.plot()" ] }, { "cell_type": "markdown", "id": "4ada70fe-d17b-4ac0-875d-b1dfdbd92d56", "metadata": {}, "source": [ "### Maximum finite-volume CFL" ] }, { "cell_type": "code", "execution_count": 13, "id": "a2829add-bd71-40b3-984b-9b496fc15716", "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "stats.max_CFL_trans.plot();" ] }, { "cell_type": "markdown", "id": "fd5500d0-64c7-48e6-bd90-7156f22f383b", "metadata": {}, "source": [ "### Maximum finite-difference CFL" ] }, { "cell_type": "code", "execution_count": 14, "id": "f24534bd-8f8e-4104-8ac5-18031588695f", "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "stats.max_CFL_lin.plot();" ] }, { "cell_type": "markdown", "id": "ccac432a-3464-4b88-8f4e-1544e1527715", "metadata": {}, "source": [ "### Maximum CFL" ] }, { "cell_type": "code", "execution_count": 15, "id": "ee49239e-793e-4e78-82cf-935bea89db06", "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "stats.MaximumCFL.plot();" ] }, { "cell_type": "markdown", "id": "f0751640-df28-48b1-9c9b-a2676d23f1a3", "metadata": {}, "source": [ "### Energy/Mass" ] }, { "cell_type": "code", "execution_count": 16, "id": "98228ec5-c357-40d4-ac5f-bbee971d6c04", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[]" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "stats.EnergyMass.plot()" ] }, { "cell_type": "markdown", "id": "4e154b64-da54-4d94-92d5-e72c152737d2", "metadata": {}, "source": [ "### Mean Sea Level" ] }, { "cell_type": "code", "execution_count": 17, "id": "e4243054-d327-4a70-bbea-a46cbb099f48", "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "stats.MeanSeaLevel.plot(); " ] }, { "cell_type": "markdown", "id": "32e81871-03af-4a71-9b94-8b872793f837", "metadata": {}, "source": [ "### Total Mass" ] }, { "cell_type": "code", "execution_count": 18, "id": "fab5b910-6367-4afe-abd8-be1194e213b1", "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "stats.TotalMass.plot(); " ] }, { "cell_type": "markdown", "id": "5527dec8-b032-4268-b7b0-b3540ff81a56", "metadata": {}, "source": [ "### Mean Salinity" ] }, { "cell_type": "code", "execution_count": 19, "id": "8883aa96-dc89-4884-ad8d-47bc1a2c080b", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "stats.MeanSalin.plot(); " ] }, { "cell_type": "markdown", "id": "76879b53-501b-46e1-94e6-1de79e51a4b1", "metadata": {}, "source": [ "### Mean Temperature" ] }, { "cell_type": "code", "execution_count": 20, "id": "b79b3738-f3d4-4500-bb8b-41c4172122fc", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "stats.MeanTemp.plot(); " ] }, { "cell_type": "markdown", "id": "1bb2fbcf-e57b-46db-a73c-b109f4102d8d", "metadata": {}, "source": [ "### Total Energy" ] }, { "cell_type": "code", "execution_count": 21, "id": "24759365-442d-4d72-a4f8-e7e9cf89224b", "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "stats.En.plot(); " ] }, { "cell_type": "markdown", "id": "4677a428-8c77-42e4-ba37-8576ec07988e", "metadata": {}, "source": [ "### Available Potential Energy" ] }, { "cell_type": "code", "execution_count": 22, "id": "71c4cb75-bc61-4554-bf98-cbdee603fdb4", "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "stats.APE.sum(axis=1,keep_attrs=True).plot(); " ] }, { "cell_type": "markdown", "id": "e0d2e4af-966c-4d6a-98f4-aad286d0ca3f", "metadata": {}, "source": [ "### Total Salt" ] }, { "cell_type": "code", "execution_count": 23, "id": "c3a917f9-94e3-42f7-bab1-5ba2fec69b26", "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "stats.Salt.plot(); " ] }, { "cell_type": "markdown", "id": "ac3084a8-3ed9-45fd-b384-500b92a57be0", "metadata": {}, "source": [ "### Total Salt Change between Entries" ] }, { "cell_type": "code", "execution_count": 24, "id": "082646f3-1208-4373-b779-adf8039638ab", "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "stats.Salt_chg.plot(); " ] }, { "cell_type": "markdown", "id": "4b0e7bfd-5acc-44a3-b957-311ea0f62841", "metadata": {}, "source": [ "### Anomalous Total Salt Change" ] }, { "cell_type": "code", "execution_count": 25, "id": "e0c11fd8-f8d3-441b-9cbe-e2e89548deae", "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "stats.Salt_anom.plot(); " ] }, { "cell_type": "markdown", "id": "37be35b6-faf6-494b-8f3e-1389c3f0b6b4", "metadata": {}, "source": [ "### Total Heat" ] }, { "cell_type": "code", "execution_count": 26, "id": "5bbb7162-b26c-470a-81fd-8de58b448389", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "stats.Heat.plot(); " ] }, { "cell_type": "markdown", "id": "1e9cc14a-666c-4800-b265-2d830a01bf4a", "metadata": {}, "source": [ "### Total Heat Change between Entries" ] }, { "cell_type": "code", "execution_count": 27, "id": "deb250c3-8b8a-42d7-9270-62236c45d4a5", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "stats.Heat_chg.plot(); " ] }, { "cell_type": "markdown", "id": "92df566e-4496-4275-a50d-c98c40df038c", "metadata": {}, "source": [ "### Anomalous Total Heat Change" ] }, { "cell_type": "code", "execution_count": 28, "id": "44bb9529-ccde-4eec-9198-58c5ed8a8e2f", "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "stats.Heat_anom.plot(); " ] }, { "cell_type": "markdown", "id": "3f9d1ec0-b283-47a1-93a9-c3314ff889d7", "metadata": {}, "source": [ "### Age" ] }, { "cell_type": "code", "execution_count": 29, "id": "fada90f8-34b2-46bf-a88b-9534c0fa4aed", "metadata": {}, "outputs": [ { "data": { "image/png": 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mEhISdOONN+qGG26Qh/0NAAAAAASQ7eyU6qtkN5XKVhUPDNeiY2TScp1wLTlVJizMvUYBAEFvWCwd3bt3r/7jP/5Da9eu1UMPPaTY2Fi3WwIAAAAQxGzLUSdYqy6V6qul7i5fMWaMTHquTOZSKXmxTCjhGgAgMPwK2u69915JUkVFhYqLiyVJV111lRYsWKCpU6cqIiJCXV1dOnz4sOrq6rRnzx5J0pIlS5SWlqbW1lbt3LlT5eXl6unp0Y4dO/TMM8/o29/+tn+/KgAAAACjjm08KFt2ekno+zsGFifGyaTmyKTlSEmLZUKHxZwDAMAI49f/XVatWqXXX39dxcXFmjJliu677z4lJyef9/r6+nr95Cc/UXFxsZKSkvQ3f/M3kqSjR4/q+9//vnbt2qW6ujqVlpYqOzvbn9YAAAAAjAJ94Vr5RmnvLl/BGOnquU64lpotzbiak0IBAEPOr6Bt27ZtevHFFxUTE6PHH39cEydOvOD18+fP12OPPaavf/3revHFFzVv3jzNnTtXkyZN0je+8Q19+ctfVkdHhwoLCwnaAAAAAJzTecM1j0dKTpHJXOoEbOMmuNckAGBU8ito+8tf/iJrra677rqLhmxnTJ48Wdddd53eeOMN/fnPf9bcuXMlSePHj1d+fr7effddbd++3Z+2AAAAAIwwtvGQc1Jo2YZzh2tZy5xDDcaMda9JAMCo51fQtnXrVklSYmLioO6bPXv2gPvPmDNnjt59912dOHHCn7YAAAAABDlrrXT4gGxlkWzZRmnvTl+x/8y19DzCNQDAsOFX0NbS0iJJ6unpGdR9Z64/c/8ZMTExkqTe3l5/2gIAAAAQhGxvr7SjTraqRHZTidR4yFf0eKR5i52Za4RrAIBhyq+gLTY2Vi0tLaqrq9PKlSsv+b7a2lpJvmDtjK4u58jtsWP5nyYAAAAwGtiebql+k2xFgWxVsXSy3+qWkFBp3iKZzPzT4do49xoFAOAS+BW0zZ07V6WlpVq/fr2uu+46zZs376L3bNmyRevXr5ckJSUlDagdOuT8jdW4cfwPFAAAABipbFenVFvphGvVpVL7KV8xdoxMyumTQhekyURGu9coAACD5FfQdtNNN6m0tFS9vb367ne/qzvuuEPXX3+9oqKizrq2o6NDq1ev1iuvvCKv19t3f3+bN2+WJF1zzTX+tAUAAABgmLEdbWpb97Z633lTtqZc6uzwFcdNkEnPlcnIl5IWyYSEuNcoAAB+8CtoS0lJ0U033aS3335bnZ2d+s///E+99NJLSkxMVFxcnCIjI9XZ2anGxkbt3r1b3d3dffd+6EMfUkpKSt/nhw4d0rZt2yRJaWlp/rQFAAAAYBiwJ1pkq0ucJaF1VTra4/t5QBPjZDLynHDtmnkyHsI1AEDw8ytok6TPfvaziomJ0WuvvSav16vu7m5t27atLzT7II/Ho4997GO68847B7weFRWlxx9/XBIz2gAAAIBgZRsPyVYVyVYWSzvrJWv7aqHTZ6k3JccJ166eI2OMi50CABB4fgdtkvSJT3xCy5cv15///GeVl5erubn5rGsmTpyorKwsfehDH9LMmTPPqo8fP17jx48PRDsAAAAArhBrrbR31+lwrUg68P7ACxKukUlfIk9aruKz89TQ0ODcAwDACBSQoE2SZsyYobvuukt33XWXjh8/rmPHjqmjo0ORkZGEaAAAAMAI0heula6XLdsgHW30FT0ead5imbQlMqlLZCbFSZKMMcxgAwCMeAEL2vobN24cJ4cCAAAAI4i1Vtq/xxeuNTX4iuER0qJMmfQlMouzZGLGuNcoAAAu8ito27Jli5KTky/7/hdeeEH/9E//5E8LAAAAAIaQPfC+bNkG2dIN0uEDvkJ4uMzibJnsZdKiLJmICPeaBABgmPAraHv66af1+OOPKyEhYdD3/sd//IfefvttgjYAAABgGLHWSgf2yFYUOTPXDu3zFUPDpMWZMtnLnZlrkVHuNQoAwDDkV9DW1tamJ598Uk888YTi4uIu+b4XXnhBb7/9tj+PBgAAABAg1tsr7aiXrSyWrSqSjhz2FUNDpYUZTriWmi0TGe1eowAADHN+BW3h4eE6duyYvvOd7+iJJ57Q2LFjL3rPCy+8oLfeekuSznn6KAAAAIChZ3t7pW2bZSsKZCsKpRMtvmJYuLQgTSYj3znUIDrGtT4BAAgmfgVt999/v/71X/9VDQ0NevLJJ/XYY48pMjLyvNd/MGR79NFH/Xk8AAAAgEGwPT3S1hrZ8o2ylUXSyRO+YnSMTGqOTFqutDBdJuL839cDAIBz8ytoy8jI0Oc//3k999xz2r17t/7lX/5FDz/8sEJDz37bc4VsnEwKAAAADC3b0y3VV58O14qltpO+YuwYmfQ8mYx8KXmxTGiYe40CADAC+BW0SdLKlSt1/Phxvfjii6qtrdWzzz6rr371qzLG9F3zy1/+si9kmzFjhh555BFCNgAAAGCI2O4uqbZStrxAtrpEaj/lK44ZJ5ORJ5O5VEpaJBMS4l6jAACMMH4HbZL00Y9+VCdOnNDrr7+ukpIS/fu//7vuueceSU7I9pe//EWSE7I9+uijGj9+fCAeCwAAAOA0294m1VU6p4VuKpE62n3FcRN84drcBTIewjUAAIZCQII2SfrUpz6l48ePa926dXrnnXc0ZswYdXR09IVs06dPJ2QDAAAAAsgePihbUyq7qUzaViv19viKEyb7wrVrkmU8HvcaBQBglAhY0CZJ9957r1pbW1VZWan/+Z//6Xt9+vTp+va3v03IBgAAAPjBer3S7m3OfmubyqTDBwZeMHWGTGq2s+daYhLhGgAAV1hAgzaPx6OvfvWreuKJJ7Rt2zZJhGwAAACAP6y10p7tsqXrZcs3Ss1HfMWQEGnuQpnFWTIp2TLxM9xrFAAAXFrQVldXN6g3vfXWW/XTn/5UXq9Xt912mw4ePKiDBw+e89oFCxYM6r0BAACAkc5aK+3d6YRrZRulo42+YkSUTGqOTEauND9NJjrGvUYBAMAAlxS0Pf7445f9gB/96EfnrRlj9NJLL132ewMAAAAjhROu7ZIt3+CEa00NvmJEpDNjLXu5tDBdJjzCvUYBAMB5BXTp6GBZa918PAAAAOAq290lbamR3VQiW10qHeu3LDQ8wgnXspZJizJlIgjXAAAY7i4paLvtttuGug8AAABgVLAdbbLVpbIVhVJthdTZ4SuGR0iLMmSylsukZMlERLrXKAAAGLRLCtpuv/32oe4DAAAAGLFs20nZqhLZigKptlLq6fYVx0909lxLzZGSU2TCwt1rFAAA+MXVpaMAAADASGVPtMhWnw7X6jdJvT2+4tQZMpn5Mum50lVzZIxxr1EAABAwBG0AAABAgNijjbKVhbKVRdL2esl6fcUZV8lk5MlkLpWmJxCuAQAwAhG0AQAAAH6wh/bJVhQ6e67t3TmweNUcmfRcZ/Za/Ex3GgQAAFcMQRsAAAAwCNZaac+O0zPXCqWGA76i8UhzFzjhWnquzKQp7jUKAACuOII2AAAA4CKs1yvt3iZbut4J15qP+IqhodL8NCdYS1siM2ace40CAABXEbQBAAAA5+DMXNvuhGvlGweGaxGRMosypYw8mcVZMlHR7jUKAACGDYI2AAAA4DRrrbR3lxOulW2Qjjb6ihFRMmk5MlnLpAVpMuER7jUKAACGJYI2AAAAjGrWWmn/HtmyDU641njIV4yIlEnJlsleLi1MJ1wDAAAXNCKDtv/5n//R7373u77PX3nlFRe7AQAAwHDjzFzbKVu+Uba8YGC4Fh4uszhbJnuZtChLJoJwDQAAXJoRF7QdPHhQ//3f/+12GwAAABhmbEe7tKVadlOZbE251HLUVwwLlxZlyGQvd/Zci4xyr1EAABC0/Ara3n//fUlSRESE4uPjA9KQP7xer37605+qu7tbSUlJ2rZtm9stAQAAwEW2o022qkS2dL1UVyn19PiK4REyi7OkzKUyizMJ1wAAgN/8CtoefPBBSdJHPvIRffrTnw5IQ/74y1/+oq1bt2rZsmWKj48naAMAABiFbGeHM2utbL1UUy51d/mKk6c6M9ZSsqR5i2XCwt1rFAAAjDh+BW3h4eHq6urS7NmzA9XPZWtsbNR//dd/acyYMfrMZz6jv/zlL263BAAAgCvEdndJNeXOgQbVJVJXp684dYZM9jLntNDpCTLGuNcoAAAY0fwK2saPH6/GxkZnM1mX/fznP1dnZ6fuuusujR071u12AAAAMMRsd5dUW+kcaFBVLHW0+4qTpsjkLJfJWi7NSiRcAwAAV4RfQVtycrIaGxu1Z88eLV++PFA9Ddrq1atVU1OjxYsXa+XKla71AQAAgKFlOzul2grZ8gLZTSUDw7UJk2WylspkL5eunku4BgAArji/grYbb7xR69ev15o1a/Q3f/M3rswka25u1m9/+1uFh4frnnvuuaz36O7uVnd3d9/nxhhFRUX1fey2Mz0Mh14AYCRinAWGN9veJrupVLaiwDkttP+y0AmTZDKXypO5VLomWcbjca9RXBBjLQAMLcbZ4cGvoC0pKUm33367XnnlFT3xxBP68pe/rJkzZwaqt0vy/PPPq62tTZ/85Cc1derUy3qPP/7xj3r11Vf7Pk9MTNTTTz+tuLi4QLUZEMPhZFcAGMkYZ4Hho/dEi9qL1qq9YI06KoulHt9fioZMmaao/GsVvewGhc9bRLgWZBhrAWBoMc66y6+gbe3atZo8ebLS0tJUVVWlBx54QAsWLFBycrImTJig8PCLn+Lkz1LPdevWqaKiQldffbVuueWWy36fj3/84wPuP5P+NjU1qaf/EfAuMcYoPj5eDQ0Nw2I/PAAYaRhngeHBthyVrSxyloVu2yx5vb5i/AyZjHx5MvOlhGvUYYw6JOnwYbfaxSAx1gLA0GKcHVqhoaGXNCHLr6DtueeeG/C5tVa1tbWqra29pPuNMZcdtB0/fly//vWv5fF49LnPfU4hISGX9T6SFBYWprCwsHPWhtMfTmvtsOoHAEYaxlngyrPNTbJlG2UrCqRdW6X+X4OzEmUy8mUy8mSmJwy8j6/VoMVYCwBDi3HWXX4Fbf7y5z/8iy++qNbWVt10002aMWOGOjo6BtT7z0Q7UwsNDVVoqKu/ZAAAgFHPtjQ7J4WWrpd2bhlYvCZZJj3PCdfiWPoCAACCi1+p07333huoPgatsbFRkvT222/r7bffvuC1n/70pyVJH/7wh/WZz3xmqFsDAADAB9jGQ86y0MrCgTPXjJHmLpDJXOoEbBMmudsoAACAH/wK2latWhWgNgAAADCSWGulfbtOh2tF0oH3B14we55M9jKZzGWEawAAYMQI2nWUjz322AXrr7zySt9Joq+88soV6AgAAGB0s95eaUe9L1w72ugrejzSvMUy6bkyqUtkJk52r1EAAIAhErRBGwAAANxnu7ulLdWyFYWyVcXSyRO+Yni4tDDDWRKakiUTM8a9RgEAAK4Av4K2b33rW7rhhhuUl5eniIiIQPUEAACAYcx2tEuby51wraZM6mj3FaNjZVKzZdLzpAXpMnyPCAAARhG/grbt27dr+/bt+tWvfqVly5bpuuuu0+zZswPVGwAAAIYJe/KEbHWpc5hBbaXU0+0rjp8kk77ECdfmLpThlHcAADBK+fVdkMfjkdfrVXt7u/7617/qr3/9qxITE3XDDTdo6dKlioqKClSfg3bHHXfojjvucO35AAAAwc4eOypbVSRbUSht2yx5vb7ilGnOktCMPOnquTIej3uNAgAADBPG2jNnqw/e8ePHtWbNGq1Zs0YNDQ0DahEREcrPz9d1112npKQkvxt1Q1NTk7q7uy9+4RAzxmjatGk6dOiQ/PjPBQA4D8ZZwMe2HJUtL5At2yDtqB9YnJkok3E6XJueIGOMO00iKDHWAsDQYpwdWmFhYYqLi7vodX4Fbf3V1tbqnXfeUUlJyVnh1KxZs3TDDTdo+fLliomJCcTjrgiCNgAYHRhnMdrZ48dkyzf6wrX+XwfXJDvhWnqeTFy8e00i6DHWAsDQYpwdWlc8aDvj5MmTWrdundasWaO9e/ee1VRubq6uv/56zZ8/P5CPHRIEbQAwOjDOYjSyJ445hxmUbXSWhX4wXMtaJpO5VGbCJPeaxIjCWAsAQ4txdmi5FrT1t337dq1evVpFRUXq6OgYUJs2bZpuuOEGrVixQmPHjh2qFvxC0AYAowPjLEYLe7RRtrJQtrJI2l4v2X57rs2edzpcy5eZePFvIoHBYqwFgKHFODu0hkXQdkZHR4c2bNigd955R7t27RpQCw0NVU5Ojm6++eZht5cbQRsAjA6MsxiprLXSwX2ylQVOuLZ34PdhunquE65lLZWZNMWdJjFqMNYCwNBinB1alxq0XZGz140x8ng859wwt6enRwUFBSooKFBKSoruvvtuTZnCN3oAAACXw1or7dstW7ZBtrxAajzoKxqPNHeBTHqu8w/hGgAAQEANadC2Y8cOvfPOOyooKBiwdNQYo9TUVC1evFglJSXaunWrJGnTpk16+OGH9eSTTxK2AQAADII9sFe2bL1s6Qbp8AFfITRMWpDmBGupOTJjxrnXJAAAwAgX8KCtra1N69at0zvvvHPWYQjjx4/Xtddeq+uvv75vut0tt9yivXv36uWXX1ZZWZlaW1v1yiuv6Itf/GKgWwMAABhRbMN+2dINzmmhB/t93xUWLi3OdJaFLs6UiYx2r0kAAIBRJGBBW11dnd59910VFxerq6trQG3RokW68cYblZ2drZCQkLPuTUhI0Ne//nX94Ac/UFFRkerr6wPVFgAAwIhiGw85y0JLN0j7d/sKoaHSwgyZ7OUyqdmEawAAAC7wK2g7ceKE3nvvPb377rs6dOjQgFpsbKxWrVqlG2+8UfHx8Zf0frm5uSoqKlJzc7M/bQEAAIwYzoEGe32nhfY/0CAkRJqfJpO9TCZtiUx0rHuNAgAAwL+g7fOf/7x6e3sHvJacnKwbb7xRubm5Cg0d3NtHRUVJkrxe70WuBAAAGLms1yvt3iZbUShbVSQ19vsLTY9HSk5xloWm58rEjnWvUQAAAAzgV9B2JmSLjo7WihUrdOONN2rmzJmX/X7x8fG67bbb/GkJAAAgKNneXml7rWxFgTNzraXfDH8ONAAAAAgKfgVtc+bM0Y033qj8/HyFh4f73Ux8fLxuv/12v98HAAAgGFhvr7S9TrZkvWxlodR63FeMjJJJyZZJz5UWZbDnGgAAQBDwK2j77ne/G6g+AAAARgXr9Uq7tjoHGpRtkI4f8xVjxsik5chk5Dt7r4WFudcoAAAABi1gp44CAADg3Ky10t6dsqXrndNCm5t8xegYmfQ8mezl0rzFMoPc4xYAAADDB9/JAQAADAHb2yvtrJetLj37QIOIKJn0JTJZy6WFaTKhzFwDAAAYCS4paHv//fclSVOmTOk7GTTQrsQzAAAAhpLt7JQ2l8tWFsrWlEttJ33F8HCZxdkyOculRZky4RHuNQoAAIAhcUlB24MPPihJ+vrXv66srKwhaeRKPAMAACDQbEe7bE2ZbPlGqaZc6ur0FWPHyCzKklKyZRZnykTyl4kAAAAjGUtHAQAABsm2nZLdVCpbXiDVVkjdXb7i5KkymfkyqUuka+bJeELcaxQAAABXFEEbAADAJbCnWmWrSpyZa/VVUk+PrzhlmkzmUpnMpVLCbBljXOsTAAAA7hlU0PbSSy/pzTffHKpeAAAAhhXbely2ssiZubZ1k9Tb6ytOm+XMXMvIl2ZeTbgGAACAwQVt+/btG6o+AAAAhgXb0nw6XNsobauVrNdXnHl1X7hmpie41yQAAACGJZaOAgCAUc+2HJUtL3DCtR31krW+4lVzfOHa1OnuNQkAAIBh75KCtpdffnmo+wAAALii7IljTrhWtkHaXjcwXJs9zwnWMvJk4uLdaxIAAABBhRltAABg1LCtJ2QrC2RLN0hbNw9cFnpNskzWUidgmxjnXpMAAAAIWgRtAABgRLOnTspWFjrh2pZqydsvXEtMksla5pwYOolwDQAAAP4haAMAACOOPXZUtqpYtrJQ2lozMFxLuEYm+3S4xrJQAAAABBBBGwAAGBFswwHntNDKQmn3toHFmVc7M9eylnGgAQAAAIYMQRsAAAha9vBB2dL1zoEGB973FYxxDjRIz5NJz5WZMs29JgEAADBqELQBAICgYo8cli3b4Oy5tnenrxASIs1LcU4KTVsiM26Ce00CAABgVCJoAwAAw549dlS2/HS4tmurr+DxSPNTZbJXyKQvkYmOda9JAAAAjHoEbQAAYFiyJ1pkywtky9ZL2+ska52CMVLSIpns5TIZ+TJjxrrbKAAAAHAaQRsAABg2bMtR50CD8gJpW61k+50WOme+TNZymcx8mfET3WsSAAAAOA+CNgAA4Crb3CRbUSBbXijtrPfNXJOkq+bI5CyXyVwmMynOvSYBAACAS0DQBgAArjjb1CBbUShbvlHavW1gcfY8Z9Zaep5MXLw7DQIAAACXgaANAABcEbbxoLPnWnmB9P4OX8EYZ1loRr7zz8TJ7jUJAAAA+CHgQVtPT48aGxt18uRJ9fT0aMGCBYF+BAAACBL20H7Z8o1OuLZ/t69gPNK8Rb6Za+MmuNckAAAAECABC9qqqqr05ptvqr6+Xt3d3ZIkY4xeeumlAde99dZb2rNnjyZOnKjbb789UI8HAADDgLVWOrjvdLi2UTq411cMCZHmpZwO13Jlxoxzr1EAAABgCPgdtPX29urnP/+51q5de1bN9t/M+LQJEybohRdekCStXLlSU6ZM8bcFAADgImutdGCPbNnpmWsN+33FkFBpQZoTrqUtkYkZ416jAAAAwBDzO2j793//976QLTo6Wunp6eru7lZJSck5r8/MzFRsbKxOnjypsrIyffjDH/a3BQAAcIVZa6W9u3zLQhsP+oqhodLCDJnMpTKp2TLRse41CgAAAFxBfgVtW7Zs0Zo1ayRJqamp+vKXv6yYmBiVlpaeN2gLCQlRSkqKCgoKVFdXR9AGAEAQsQf2ypauky1dLzUe8hXCwqVFp8O1lGyZqGj3mgQAAABc4lfQ9u6770qSJk2apK997WuKiIi4pPsSExNVUFCg/fv3X/xiAADgKnv4oGzpeidc67/nWni4tDjLCdcWZ8pEEq4BAABgdPMraKuvr5ckrVq16pJDNsnZp02Sjh075s/jAQDAELFHm2TLNjjh2vs7fIXQUGlRpkz2cmfmWmSUe00CAAAAw4xfQVtLS4skaebMmYO6LywsTJL6TicFAADus00NshWFshUF0q6tvoLHI81PlcleIZO+hD3XAAAAgPPwK2jzeDySzn266IW0trZKcg5PAAAA7rGH9stWFDjh2t5dvoIxUtIimaxlzomhY8a51yQAAAAQJPwK2saPH6+GhgYdOnTo4hf3s3Wr87fkkydP9ufxAADgMtgDe2XL1junhR7a5ysYj5S00AnW0nNlxk9yr0kAAAAgCPkVtM2bN08NDQ0qLCzUbbfddkn3tLS0qLi4WJI0f/58fx4PAAAukW08KFt6es+1A+/7CiGhzrLQjDyZtFyZMWPdaxIAAAAIcn4FbUuXLtXatWu1f/9+/fGPf9THP/7xC17f0dGhZ599Vl1dXZKklStX+vN4AABwAbb59IEGJR840CAkVFqUIZO11DnQgD3XAAAAgIDwK2hLTU3VokWLtHnzZr300ktqbGzUrbfeetZ1HR0dKi0t1e9///u+ZaZ5eXm6+uqr/Xk8AAD4AHuiRbZ8oxOu7ajzFTweKTlVJme5M3MthnANAAAACDRjB3uSwQe0trbqW9/6lhoaGvpeCw0NVU9PjyRpypQpOnLkiLxeb1995syZ+s53vqOoqCh/Hj3kmpqahsXJqMYYTZs2TYcOHRr0wRMAgIsL9nHWtjTLVhXJVhRKW2ok6/t/ruYukMlZIZORLzN2vGs9AkCwj7UAMNwxzg6tsLAwxcXFXfQ6v2a0SdKYMWP05JNP6qc//alKS0slqS9kk6TGxsYB12dnZ+sLX/jCsA/ZAAAYzuyRw7IVhbKVhdLOLVL/b6auniuTvdw5MXQiBw8BAAAAV4rfQZskxcTE6IEHHtCePXu0du1abdmyRY2NjWpra1NkZKQmTpyo+fPna+XKlZo7d24gHgkAwKhjjzY6e66Vbhi455okJSY5Bxpk5MtMmeZOgwAAAMAoF5Cg7Yyrr76afdcAAAgg23xEtmKjE67t2uorGI+zLDQjXyZ9iczEi09jBwAAADC0Ahq0AQAA/9njx5wDDUo3DDzQwBhp7kKZ7GXO7LWxE9xrEgAAAMBZCNoAABgG7PFjspVFsmUbpG21Aw80mDNfJmu5TGaezPhJ7jUJAAAA4III2gAAcIltbnIONKgokHbUDzzQIDHJOdAgM59loQAAAECQ8Ctoe+655y7rPo/Ho8jISMXGxiohIUHJyckaO3asP60AABAUbOPB0+FaobR728Di1XOdYC1rmczkqe40CAAAAOCy+RW0rV27NiBNhISEKCcnR//wD/+gSZNYEgMAGFns0UbZ0vXOnmt7d/oKxjjLQjPyZdLzZCYxcw0AAAAIZsNi6Whvb68KCwu1adMmPfroo5xcCgAIerblqGzZRtnS9QNPC/V4pHmLT4druTLjONAAAAAAGCn8Ctr+3//7f+rt7dXvfvc7FRcXKzY2VsuXL9fChQs1depURUREqLOzU42NjaqtrdW6det08uRJ5ebm6s4771RbW5t27typ1atXa+/evTp16pT+9V//VT/84Q8VFhYWqF8jAABXhD3RIltR4IRr2+t8e64ZIyUtcvZcy8iTGTPO3UYBAAAADAm/gra4uDj927/9m4qLi5WZman77rtPMTExZ12XkJCgrKws3X777frRj36koqIiSdL999+vOXPm6MYbb9Tzzz+vNWvW6MiRI1qzZo1uuukmf1oDAOCKsK3HndNCyzdK9ZvOc1povsz4ie41CQAAAOCK8Cto27hxo4qLizVt2jR99atfVWjohd8uOjpaX/va1/TAAw+oqKhIBQUFys/Pl8fj0d13362amhodOXJE5eXlBG0AgGHLtjT7wrVttQPDtavnymQvcw404LRQAAAAYFTxK2hbs2aNJGnVqlUXDdnOCAsL07XXXqv/+q//0rvvvqv8/HxJzoEIeXl5ev311/X+++/70xYAAAFnm484y0LLC6Sd9b5loZJ01RxnSWj2cpm4ePeaBAAAAOAqv4K2vXv3SpKmTp06qPvOXH/m/jMSEhIkSSdPnvSnLQAAAsK2Hpct33j2nmuSNHuesyQ0PY9wDQAAAIAkP4O2U6dOSZJaW1sHdd+Z69va2ga8Hh4eLsmZ3QYAgBts20nZymLZ0nVSfbXk7b/n2gKZrKVOuDZxsntNAgAAABiW/AraJkyYoKamJpWUlAxqT7Xi4mJJ0vjx4we8fia4Gzt2rD9tAQAwKLazQ23r3lbv23+SrSmTenp8xavmyOQsZ881AAAAABflV9CWkpKid955RzU1Nfrf//1fffjDH77oPW+++aY2b97cd39/+/btkyRNnMjJbACAoWW7u6W6StmSdbLVJTra2eErTpslk7PC2XNt6nT3mgQAAAAQVPwK2m655RatXbtWPT09+vWvf62amhrdfPPNSk5O7lsGKknd3d2qr6/Xn//8Z1VUVEhyDkW49dZbB7xfZWWlJGn+/Pn+tAUAwDnZzk6ptly2vFC2plRq921hEDJ1hryZ+TLZy6UZV8kY42KnAAAAAIKRX0Hb9OnT9bnPfU7PPfecrLWqqKhQRUWFPB6Pxo0bp4iICHV1damlpUXefnvcGGN0zz33aNq0aX2v1dXV6fDhw/J4PEpLS/OnLQAA+tjODtlNZbJlG6TN5VJXp684bqJM9jJ5clZqWv4KNTQ0yPY/8AAAAAAABsGvoE2SVqxYoXHjxunf//3f1dTUJEnyer06duzYOa+Pi4vTPffcc9ay0QULFuill17ytx0AAGS7u6TNFbKl62WrSwaGa5OmyGTkyWTkOyeHejwyxjCDDQAAAIDf/A7aJCk1NVXPPvusSktLVVZWpp07d6qlpUUdHR2KiIjQhAkTNHv2bGVnZysrK0uhoQF5LAAAfWxPj1RfLVu6TraqeMCyUE2eKpO9TCZzmZQwm1ANAAAAwJAIWOIVEhKi3Nxc5ebmBuotAQC4IOvtlbZudmauVRRKp1p9xQmTnXAta7l09RzCNQAAAABDjqllAICgYnt7pW2bZcs3OuFa63Ffcex4mcylMjnLpdnJMh6Pe40CAAAAGHUI2gAAw57t6ZG21jjhWmWRdPKErxg7RiYjXyZrmTRvkYwnxL1GAQAAAIxqBG0AgGHJ9vY64Vrpeidc678sNHaMTHqeTOZSad5iGfb+BAAAADAMBPQnk61bt2r79u1qbm5WW1ubvF7vBa83xujee+8NZAsAgCBmvV5pR51s6QbZ8o0Dl4WOGXc6XMt3wrUQZq4BAAAAGF4CErSVlpbqP//zP3X48OFB30vQBgCjm7VW2r3NCdfKNkgtR33F/stCkxYRrgEAAAAY1vwO2t566y298MILgegFADBKWGulfbtly9bLlqyXjjb6ilHRMmm5zoEGyaksCwUAAAAQNPz66eXw4cP61a9+JUkaP368/v7v/15JSUm6//77JUn33HOP5s2bp6amJlVXV2vNmjXq6OjQihUrdPvtt8sY41fzra2tKisrU01NjXbv3q0jR46ot7dXY8eO1ezZs7Vq1Srl5OT49QwAQGA44dou2bKNzrLQxkO+YniETNoSmexl0sIMmbBw9xoFAAAAgMvkV9D21ltvyev1yuPx6J//+Z+VkJAwoD5u3DjNnDlTM2fOVHp6um699Vb9y7/8i9atW6fw8HDdfffdfjV/zz33qLe3t+/zsLAwhYSEqLm5Wc3NzSorK1N6erq++tWvKiIiwq9nAQAGzxeubZAtLxgYroWGSSlZMlnLZVKyZCIi3WsUAAAAAALAr6CttrZWkpSZmXlWyHYukyZN0sMPP6z7779fq1evVm5urhYvXnzZz+/t7dWcOXO0atUqpaamaurUqZKkxsZG/eEPf9C7776ryspKPf/88/rSl7502c8BAFw6a620f49s6TrZso1SU4OvGBYuLcqQyVwqk5otExntXqMAAAAAEGB+BW2Njc6eOklJSees9/T0nPXauHHjtGrVKr355pt65513/AraHn30US1atOis16dMmaLPf/7z8ng8Wr16tdavX6+///u/1+TJky/7WQCAC7OHDzrhWsl66dA+XyE8XFqUJZO1VGZxlkxklHtNAgAAAMAQ8ito6+jokKSzAqywsDB1d3ervb39nPclJiZKknbs2OHP488ZsvV33XXXafXq1ZKkXbt2EbQBQIDZ5iO+Aw3e7zem9y0LXUa4BgAAAGDU8Ctoi4yMVFtbm7xe74DXY2Ji1NLSoqampnPed2ZftZaWFn8ef1Hh4b7NtD/YIwDg8tjW47LlG2VL1knb63wFj0dakCaTvdw5NTQ6xr0mAQAAAMAFfgVtU6ZM0Z49e3T8+PEBr0+fPl0tLS2qq6s7531nZrKFhvr1+Is6s4ecpEvaQw4AcG72RItsZZFzWujWGqn/X14kLXTCtcylMmPGudckAAAAALjMr6QrMTFRe/bs0fvvvz/g9YULF6qurk719fWqrq5WampqX23Hjh1as2aNJGnWrFn+PP6CTp06pf/5n/+RJM2fP1/Tp08/77Xd3d3q7u7u+9wYo6ioqL6P3Xamh+HQC4DRw7Y0y1YUOrPXttVKtl+4dtUceXJWOAHbxOBfls84CwBDj7EWAIYW4+zw4FfQtmjRIq1Zs0Y1NTUDXl+5cqX++Mc/qqenR08//bSys7M1depUHT58WGVlZX2HJKxcudKfx5+X1+vVj3/8Yx07dkxhYWH6//6//++C1//xj3/Uq6++2vd5YmKinn76acXFxQ1Jf5crPj7e7RYAjHC9Lc1q27Ba7ev+qs66KsnavlrY3AWKXna9opder9BpM91rcggxzgLA0GOsBYChxTjrLmNtv5+iBqm9vV133XWXenp69PDDDw+Yufbmm2/qN7/5zXnvTUlJ0cMPPzwkSesLL7ygv/zlL5Kkz3/+87ruuusueP35ZrQ1NTWd8+TUK80Yo/j4eDU0NMiP/1wAcE627ZRsZaFsyTrZ+uqBy0Jnz5Mnc6lMZr7M5KnuNTnEGGcBYOgx1gLA0GKcHVqhoaGXNCHLrxltUVFR+vWvfy1rrUJCQgbUPvKRj2js2LF65ZVX1NjY2Pd6ZGSkbrzxRn3iE58YkpDtN7/5TV/I9o//+I8XDdkk55TUsLCwc9aG0x9Oa+2w6gdA8LKdnbKbSp0DDTaXSf3/UuGqOTI5K5w91yb5/kcyGsYfxlkAGHqMtQAwtBhn3eX3aQQXOtBg+fLlWr58uRobG9XS0qKIiAjNmDFjyA5B+O1vf6s33nhDkvSpT31KH/nIR4bkOQAQjGxPj1RX6cxcqyqROtt9xWmznHAte7nM1PPvaQkAAAAAOL+hPfbztClTpmjKlClD+oz//M//1Ouvvy7JCdk++tGPDunzACAY2J4eacsm2bINslXF0qlWX3HSFJmc5TI5K6QZV7NpKgAAAAD46YoEbUPtN7/5zYCZbIRsAEazvnCtfKNsZdHAcG3seGfWWvZyafY8wjUAAAAACKCgD9r6h2z/8A//oFtvvdXljgDgyrPeXml7nWzxWtmKwoHh2phxzn5rWUuluQtkPCHnfyMAAAAAwGUL6qCt/55sn/70p3XLLbe43BEAXDnWWun9HbLF62TL1kstzb7imHEyGXkyWcukpIWEawAAAABwBQRt0HbkyBH96U9/kuQcYfvaa6/ptddeO+/1t956K0tKAYwI9tA+50CDknVS4yFfITpGJiPf2XMtaZFMCOEaAAAAAFxJQRu0eb3evo+ttTp+/PgFr+/o6BjqlgBgyNjmJtnS9bLFa6V9u32F8HCZ1CUyOculhZkyYWHuNQkAAAAAo1zQBm1TpkzRK6+84nYbADBk7LGjzoEGZRuknVt8hZAQaUG6TM4KmbQlMpFR7jUJAAAAAOgTtEEbAIxEtqVZtrzACdd21PkKxkhzF8osWeEsD40d616TAAAAAIBzImgDAJfZUydlKwqcPde21kjW+opz5stkLXPCtQmT3GsSAAAAAHBRBG0A4ALb2SFbXeKEa5srpN4eX3H2PJnsZTIZS2UmTnavSQAAAADAoBC0AcAVYnu6pdpK58TQqmKpq9NXnHGVs+da9nKZuHj3mgQAAAAAXDaCNgAYQtbbK22rdcK18gKp7aSvOHmqTM5KJ2CbkeBekwAAAACAgCBoA4AAs16vtHOLbNkGJ1w73uwrjpvg7LmWs0JKTJIxxr1GAQAAAAABRdAGAAFgvV5p19bT4dpGqaVfuBYd4xxmkLNCmrdIxhPiXqMAAAAAgCFD0AYAl8laK+3b5SwLLV0vNR/xFaNiZNJyZLKWSQvSZELD3GsUAAAAAHBFELQBwCDZwwedcK1kndSw31eIjJJJWyKTtdwJ18II1wAAAABgNCFoA4BLYJuPyJatly1ZL72/w1cIDZNSs+XJWSEtzpIJC3evSQAAAACAqwjaAOA8bOsJ2YoCZ+ba9lrJWqfg8Tgz1rJXyKTnykRFu9soAAAAAGBYIGgDgH7sqZOyVUXOnmv11ZLX6yvOWSCTs0Ima6nMmHHuNQkAAAAAGJYI2gCMerajTbaqWLZ0g1RbKfX2+IqzEp1wLXu5zKQp7jUJAAAAABj2CNoAjEq2u1vaXC5bvFZ2U6nU3eUrzrjKmbWWtVwmfoZ7TQIAAAAAggpBG4BRw3p7pW21TrhWUSC1nfIVp85wZq1lLZOZkeBekwAAAACAoEXQBmBEs9ZKe3c64Vrpeqml2VccP9FZFpqzUkqYLWOMe40CAAAAAIIeQRuAEckePuiEayXrpMMHfIXoGJnMpTJLVkpzF8h4QtxrEgAAAAAwohC0ARgx7NEm2fINzqEGe7b7CmHhMqk5MktWSAszZcLC3GsSAAAAADBiEbQBCGq2+YhsxUYnXNu11VfweKT5qTJLVsmkL5GJjHavSQAAAADAqEDQBiDo2FOtsuUbZYvXSdtrJWudgjHS3IXOiaGZ+TJjJ7jbKAAAAABgVCFoAxAUbGen7KYS2eK10uYKqbfHV5yzQCZ7mUxGvsz4ie41CQAAAAAY1QjaAAxbtqdH2lLtHGpQWSx1tvuKMxNllqyQyV4hMynOvSYBAAAAADiNoA3AsGKtlXZukS1ZK1u2UWo97itOniqTs1ImZ4XMjAT3mgQAAAAA4BwI2gC4zlor7dslW7ZBtmS9dLTRVxwzTiZrmcySldLseTLGuNcoAAAAAAAXQNAGwDV2/x7Z0g2yZRukxoO+QkSUTEauTM5K5+TQkBD3mgQAAAAA4BIRtAG4ouyRw7Il62RL1kkH3vcVwsKlxVnO7LWUbJmICPeaBAAAAADgMhC0ARhytvW4syy0eK20c4uvEBoqLcp0wrXUHJnIKPeaBAAAAADATwRtAIaE7WiTrSqWLV4n1VVKXq9TMEZKTnEONMjIk4mOdbdRAAAAAAAChKANQMDYnm5pc4WzNLS6WOrq8hWvmiOzZKVM9jKZ8ZPcaxIAAAAAgCFC0AbAL7a3V9q2WbZ0vWx5gdR20lecMt0J13JWyMTPcK9JAAAAAACuAII2AINmvV5pe51s2elwrfW4rzhuokz2cpnclVLCNTLGuNcoAAAAAABXEEEbgEtirZX27ZYtXuucGNpy1FeMHSOTnieTvVyat0jGE+JeowAAAAAAuISgDcAF2aYGZ8+14rXSoX2+QlSMTEauTNZy53CDUIYTAAAAAMDoxk/GAM5iT7TIlm1wZq7t3OIrhIZJKdnyLFkpLc6UCQt3r0kAAAAAAIYZgjYAkiTb0S5bVeTMXKurkrxep2A8UvJi51CD9DyZ6BhX+wQAAAAAYLgiaANGMdvTLdVWyRa/J1tdLHV1+YpXzZHJXSmTtVxm/ET3mgQAAAAAIEgQtAGjjPV6pR31siVrZcs2SqdafcUp05yZazkrZeJnuNckAAAAAABBiKANGCXs/j1OuFa8Tmpu8hXGTZDJXi6Ts1K6eo6MMe41CQAAAABAECNoA0Ywe7TRd2Logfd9hcgomYx8mSUrnf3XPCHuNQkAAAAAwAhB0AaMMLb1hGz5Ridc21HnK4SGSouzTp8YmiUTHuFekwAAAAAAjEAEbcAIYDs7ZKuKZUvWSbUVUm+vUzBGSlrk7LuWkS8TE+tuowAAAAAAjGAEbUCQsj09Un21c2JoVbHU2eErJsx2wrWs5TITJ7vXJAAAAAAAowhBGxBErLXSzi2+E0Nbj/uKcfEyOSucgG3aLPeaBAAAAABglCJoA4KAPbhXtnits+/a0UZfYcy40yeGrpBmz+PEUAAAAAAAXETQBgxTtrlJtnS9bNFaaf9uXyEiSiY9V2bJCml+mkwIJ4YCAAAAADAcELQBw4g91Xr6xNB10vZayVqnEBIiLcp0loWm5MhEcGIoAAAAAADDDUEb4DLb1SlbXSpbslaqKZd6e3zFpIUyOStlMvNlYse61yQAAAAAALgogjbABba3V9qyyTkxtKJI6mz3FWde7cxcy14hMynOvSYBAAAAAMCgELQBV4i1Vtq9TbZknWzpeulEi684aYrvxNAZV7nWIwAAAAAAuHwEbcAQsw37fSeGNjX4CrFjZLKWO4caXDOfE0MBAAAAAAhyBG3AELDHjjonhhavlfbu9BXCI2TScmVyVzonhobyJQgAAAAAwEjBT/lAgNi2k7LlBbIl66StNQNPDF2Q7iwLTVsiExHpbqMAAAAAAGBIELQBfrDdXdKmMnmL35NqyqSefieGzpnvhGuZS2XGjHOtRwAAAAAAcGUQtAGDZL290pYa2ZK1shWFUnubrzg9wQnXclbITJ7qXpMAAAAAAOCKI2gDLoG1Vnp/h2zx6RNDjzf7ihMny2SvcPZdm3E1hxoAAAAAADBKEbQBF2AbDzkz14rXSg0HfIWYMc6S0CUrpDkLZDwe95oEAAAAAADDAkEb8AG29bhs2QbZovekXVt9hbBwmdQcmdxV0sJ0mdAwt1oEAAAAAADDEEEbIMl2dshWFTsz12orJK/XKRiPND/F2XctPU8mKtrdRgEAAAAAwLBF0IZRy/b2SvVVssVrZSuLpM4OX/GqOTK5K2WylsuMn+hekwAAAAAAIGgQtGFUsdZKe7Y74VrJOqn1uK8YF+/MXFuyUiZ+pntNAgAAAACAoETQhlHBNh5ywrWi96TGg77CmHEyWctklqyUZs/jxFAAAAAAAHDZCNowYtnWE7Jl688+1CA8XCYtTyZ3pTQ/TSaULwMAAAAAAOA/EgaMKLa7W9pUKm/hu9Lmcqm31ykYjzQ/VSZ3lUz6EplIDjUAAAAAAACBRdCGoGetlXbUyxatkS3bILWd8hUTrnHCtZwVMuMmuNckAAAAAAAY8QjaELRs40HZwvdki9+Tmhp8hQmTnQMNcq+VmZHgWn8AAAAAAGB0IWhDULGnWmVLT++7tnOLrxARJZORJ5N3rTRvkYwnxLUeAQAAAADA6ETQhmHPdndLNWXyFq2RNpVJvT1OwXikBanOzLX0XJmISHcbBQAAAAAAoxpBG4Yla620a6uz71rpBulUq684M1Emb5VMzkqZ8RPdaxIAAAAAAKAfgjYMK7apQbboPdmiNVLjIV9h3ERn37W8VTIzE91rEAAAAAAA4DwI2uA6e+qkbPkG2cL3pB11vkJ4hG/fteQU9l0DAAAAAADDGkEbXGF7uqXNFc6+a9UlUs+ZfdeME6rlXuuEbJFR7jYKAAAAAABwiQjacMVYa6U922UL18iWrpNO9tt3bcZVMrmn912bONm9JgEAAAAAAC4TQRuGnD3a6Oy7VrhGOnzAVxg73gnW8q6VZiXKGONekwAAAAAAAH4iaMOQsG2nZMs3OocabKv1FcLDZdJynXBtfppMCPuuAQAAAACAkYGgDQFje3qkukpnaWh1idTd5RSMkeYt9u27FhXtbqMAAAAAAABDgKANfrHWSnt3OuFayTqp9bivOG2WTN61MktWykyMc69JAAAAAACAK4CgDZfFHm2SLX5Ptug96dA+X2HMOJmcFc7S0IRr2HcNAAAAAACMGiMiaGtvb9frr7+u4uJiNTY2yuPxaPr06crPz9fNN9+s0NAR8ct0nW1vk60ocA412LZZstYphIbJpOfK5K6SFqTL8PsNAAAAAABGoaBPRJqamvTYY4+pqalJkhQREaGenh7t3LlTO3fu1IYNG/TII48oNjbW5U6Dk+3tleqqZIvWyFYVSV1dvmLSIpncVTKZS2WiY9xrEgAAAAAAYBgI6qDN6/Xq6aefVlNTkyZMmKD77rtPKSkp8nq9Kioq0s9//nPt3r1bP/7xj/XQQw+53W7QsNZK+3bJFr4nW7JWOtHiK8bPcA41WLJSZvJU13oEAAAAAAAYboI6aHvvvfe0d+9eSdLXvvY1JSUlSZI8Ho/y8/Pl9Xr1ox/9SJWVlaqpqdHixYvdbHfYs8ePOfuuFbwrHXjfV4gdI5N9et+1q+ey7xoAAAAAAMA5BHXQtnbtWknSwoUL+0K2/pYuXaqXXnpJjY2NWrt2LUHbOdjubmlTibwF70qbyyWv1ymEhkqpOfLkXistypAJDXO3UQAAAAAAgGEuaIO2zs5ObdmyRZKUnp5+zmuMMUpLS9Pbb7+tTZs2Xcn2hjVrrbRnh2zhO7LF66S2k75iYpJM/vUy2ctlYtjXDgAAAAAA4FIFbdB24MABJzCSNGvWrPNed6bW0tKikydPjupDEWxLs7M0dOM70qF9vsL4iTJ518rkXS8zbaZ7DQIAAAAAAASxoA3ampub+z6eOHHiea/rX2tubj5n0Nbd3a3u7u6+z40xioqK6vvYbWd6uNxebFODvC/+TLa2UrKnl4aGhcuk58osvV5mfqqMJyRQ7QJ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