diff --git a/WIP/plots_WIP.ipynb b/WIP/plots_WIP.ipynb deleted file mode 100644 index a6f02a5..0000000 --- a/WIP/plots_WIP.ipynb +++ /dev/null @@ -1,88165 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "281\n" - ] - } - ], - "source": [ - "from fastapi import FastAPI, HTTPException\n", - "from fastapi.middleware.cors import CORSMiddleware\n", - "from pydantic import BaseModel\n", - "import dotenv\n", - "import pendulum\n", - "from sqlalchemy import create_engine, asc, desc, or_\n", - "from sqlalchemy.orm import sessionmaker\n", - "from config import Settings\n", - "from models import MessageSql\n", - "import matplotlib.pyplot as plt\n", - "import pandas as pd\n", - "import matplotlib.dates as mdates\n", - "from datetime import timedelta\n", - "import numpy as np\n", - "import plotly.express as px\n", - "import plotly.graph_objects as go\n", - "\n", - "settings = Settings(_env_file=dotenv.find_dotenv())\n", - "valid_password = settings.thermostat_api_key.get_secret_value()\n", - "engine = create_engine(settings.db_url.get_secret_value())\n", - "Session = sessionmaker(bind=engine)\n", - "\n", - "session = Session()\n", - "timezone = \"America/New_York\"\n", - "start = pendulum.datetime(2024, 10, 29, 0, 0, tz=timezone)\n", - "end = pendulum.datetime(2024, 10, 29, 23, 30, tz=timezone)\n", - "start_ms = int(start.timestamp() * 1000)\n", - "end_ms = int(end.timestamp() * 1000)\n", - "\n", - "messages = session.query(MessageSql).filter(\n", - " MessageSql.from_alias.like(f'%fir%'),\n", - " or_(\n", - " MessageSql.message_type_name == \"batched.readings\",\n", - " MessageSql.message_type_name == \"report\"\n", - " ),\n", - " MessageSql.message_persisted_ms >= start_ms,\n", - " MessageSql.message_persisted_ms <= end_ms,\n", - ").order_by(asc(MessageSql.message_persisted_ms)).all()\n", - "\n", - "print(len(messages))" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "# data_channels = session.query(DataChannelSql).filter(\n", - "# MessageSql.from_alias.like(f'%fir%'),\n", - "# or_(\n", - "# MessageSql.message_type_name == \"batched.readings\",\n", - "# MessageSql.message_type_name == \"report\"\n", - "# ),\n", - "# MessageSql.message_persisted_ms >= start_ms,\n", - "# MessageSql.message_persisted_ms <= end_ms,\n", - "# ).order_by(asc(MessageSql.message_persisted_ms)).all()" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "# readings = session.query(ReadingSql).filter(\n", - "# MessageSql.from_alias.like(f'%fir%'),\n", - "# or_(\n", - "# MessageSql.message_type_name == \"batched.readings\",\n", - "# MessageSql.message_type_name == \"report\"\n", - "# ),\n", - "# MessageSql.message_persisted_ms >= start_ms,\n", - "# MessageSql.message_persisted_ms <= end_ms,\n", - "# ).order_by(asc(MessageSql.message_persisted_ms)).all()" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [], - "source": [ - "def to_fahrenheit(t):\n", - " return t*9/5+32" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [], - "source": [ - "gradient = plt.get_cmap('coolwarm', 4)\n", - "buffer_colors = {\n", - " 'buffer-depth1': gradient(3),\n", - " 'buffer-depth2': gradient(2),\n", - " 'buffer-depth3': gradient(1),\n", - " 'buffer-depth4': gradient(0)\n", - " }\n", - "\n", - "gradient = plt.get_cmap('coolwarm', 12)\n", - "storage_colors = {\n", - " 'tank1-depth1': gradient(11),\n", - " 'tank1-depth2': gradient(10),\n", - " 'tank1-depth3': gradient(9),\n", - " 'tank1-depth4': gradient(8),\n", - " 'tank2-depth1': gradient(7),\n", - " 'tank2-depth2': gradient(6),\n", - " 'tank2-depth3': gradient(5),\n", - " 'tank2-depth4': gradient(4),\n", - " 'tank3-depth1': gradient(3),\n", - " 'tank3-depth2': gradient(2),\n", - " 'tank3-depth3': gradient(1),\n", - " 'tank3-depth4': gradient(0),\n", - " }" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [], - "source": [ - "selected_plot_keys = [\n", - " 'hp-lwt', 'hp-ewt', 'hp-odu-pwr', 'hp-idu-pwr', 'primary-pump-pwr', \n", - " 'dist-swt', 'dist-rwt', 'zone_heat_calls',\n", - " 'store-hot-pipe', 'store-cold-pipe', 'store-pump-pwr',\n", - " 'buffer-cold-pipe', 'buffer-hot-pipe', 'dist-pump-pwr', 'buffer-depths', 'storage-depths']" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [], - "source": [ - "channels = {}\n", - "for message in messages:\n", - " for channel in message.payload['ChannelReadingList']:\n", - " # Find the channel name\n", - " if message.message_type_name == 'report':\n", - " channel_name = channel['ChannelName']\n", - " elif message.message_type_name == 'batched.readings':\n", - " for dc in message.payload['DataChannelList']:\n", - " if dc['Id'] == channel['ChannelId']:\n", - " channel_name = dc['Name']\n", - " # Store the values and times for the channel\n", - " if channel_name not in channels:\n", - " channels[channel_name] = {\n", - " 'values': channel['ValueList'],\n", - " 'times': channel['ScadaReadTimeUnixMsList']\n", - " }\n", - " else:\n", - " channels[channel_name]['values'].extend(channel['ValueList'])\n", - " channels[channel_name]['times'].extend(channel['ScadaReadTimeUnixMsList'])\n", - "\n", - "# Sort values according to time\n", - "for key in channels.keys():\n", - " sorted_times_values = sorted(zip(channels[key]['times'], channels[key]['values']))\n", - " sorted_times, sorted_values = zip(*sorted_times_values)\n", - " channels[key]['values'] = list(sorted_values)\n", - " channels[key]['times'] = pd.to_datetime(list(sorted_times), unit='ms', utc=True)\n", - " channels[key]['times'] = channels[key]['times'].tz_convert('America/New_York')\n", - " channels[key]['times'] = [x.replace(tzinfo=None) for x in channels[key]['times']]\n", - "\n", - " # Check the length\n", - " if len(channels[key]['times']) != len(channels[key]['values']):\n", - " print(f\"Length mismatch in channel: {key}\")\n", - " selected_plot_keys.remove(key)\n", - " \n", - "# Find all zone channels\n", - "zones = {}\n", - "first_times, process_heatcalls = None, False\n", - "for channel_name in channels.keys():\n", - " if 'zone' in channel_name and 'gw-temp' not in channel_name:\n", - " if 'state' not in channel_name:\n", - " channels[channel_name]['values'] = [x/1000 for x in channels[channel_name]['values']]\n", - " else:\n", - " # Round times to the minute\n", - " channels[channel_name]['times'] = pd.Series(channels[channel_name]['times']).dt.round('s').tolist()\n", - " if first_times is None:\n", - " first_times = channels[channel_name]['times']\n", - " if channels[channel_name]['times'] != first_times:\n", - " process_heatcalls = True\n", - " zone_name = channel_name.split('-')[0]\n", - " if zone_name not in zones:\n", - " zones[zone_name] = [channel_name]\n", - " else:\n", - " zones[zone_name].append(channel_name)\n", - "\n", - "if process_heatcalls:\n", - "\n", - " def interpolate_value(state, given_time, channels_copy):\n", - " prev_time = None\n", - " next_time = None\n", - " for existing_time in channels_copy[state]['times']:\n", - " if existing_time < given_time:\n", - " prev_time = channels_copy[state]['times'].index(existing_time)\n", - " elif existing_time > given_time and next_time is None:\n", - " next_time = channels_copy[state]['times'].index(existing_time)\n", - " if prev_time is None or next_time is None:\n", - " return 0\n", - " if channels_copy[state]['values'][prev_time]==1 and channels_copy[state]['values'][next_time]==1:\n", - " return 1\n", - " else:\n", - " return 0\n", - "\n", - " # Get all timestamps in the zone states\n", - " all_times = []\n", - " for zone in zones:\n", - " for state in [x for x in zones[zone] if 'state' in x]:\n", - " all_times.extend(channels[state]['times'])\n", - " all_times = sorted(list(set(all_times)))\n", - "\n", - " # Fill in the blanks\n", - " channels_copy = channels.copy()\n", - " for zone in zones:\n", - " for state in [x for x in zones[zone] if 'state' in x]:\n", - " if channels[state]['times'] != all_times:\n", - " values_to_insert = []\n", - " times_to_insert = []\n", - " # Add missing times\n", - " for time in all_times:\n", - " if time not in channels[state]['times']:\n", - " values_to_insert.append(0)#interpolate_value(state, time, channels_copy))\n", - " times_to_insert.append(time)\n", - " channels[state]['times'].extend(times_to_insert)\n", - " channels[state]['values'].extend(values_to_insert)\n", - " # Sort by time again\n", - " sorted_times_values = sorted(zip(channels[state]['times'], channels[state]['values']))\n", - " sorted_times, sorted_values = zip(*sorted_times_values)\n", - " channels[state]['values'] = list(sorted_values)\n", - " channels[state]['times'] = list(sorted_times)" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "channels = {}\n", - "for message in messages:\n", - " for channel in message.payload['ChannelReadingList']:\n", - " # Find the channel name\n", - " if message.message_type_name == 'report':\n", - " channel_name = channel['ChannelName']\n", - " elif message.message_type_name == 'batched.readings':\n", - " for dc in message.payload['DataChannelList']:\n", - " if dc['Id'] == channel['ChannelId']:\n", - " channel_name = dc['Name']\n", - " # Store the values and times for the channel\n", - " if channel_name not in channels:\n", - " channels[channel_name] = {\n", - " 'values': channel['ValueList'],\n", - " 'times': channel['ScadaReadTimeUnixMsList']\n", - " }\n", - " else:\n", - " channels[channel_name]['values'].extend(channel['ValueList'])\n", - " channels[channel_name]['times'].extend(channel['ScadaReadTimeUnixMsList'])\n", - "\n", - "# Sort values according to time\n", - "for key in channels.keys():\n", - " sorted_times_values = sorted(zip(channels[key]['times'], channels[key]['values']))\n", - " sorted_times, sorted_values = zip(*sorted_times_values)\n", - " channels[key]['values'] = list(sorted_values)\n", - " channels[key]['times'] = pd.to_datetime(list(sorted_times), unit='ms', utc=True)\n", - " channels[key]['times'] = channels[key]['times'].tz_convert('America/New_York')\n", - " channels[key]['times'] = [x.replace(tzinfo=None) for x in channels[key]['times']]\n", - "\n", - " # Check the length\n", - " if len(channels[key]['times']) != len(channels[key]['values']):\n", - " print(f\"Length mismatch in channel: {key}\")\n", - " selected_plot_keys.remove(key)\n", - " \n", - "# Find all zone channels\n", - "zones = {}\n", - "first_times, process_heatcalls = None, False\n", - "for channel_name in channels.keys():\n", - " if 'zone' in channel_name and 'gw-temp' not in channel_name:\n", - " if 'state' not in channel_name:\n", - " channels[channel_name]['values'] = [x/1000 for x in channels[channel_name]['values']]\n", - " else:\n", - " # Round times to the minute\n", - " channels[channel_name]['times'] = pd.Series(channels[channel_name]['times']).dt.round('s').tolist()\n", - " if first_times is None:\n", - " first_times = channels[channel_name]['times']\n", - " if channels[channel_name]['times'] != first_times:\n", - " process_heatcalls = True\n", - " zone_name = channel_name.split('-')[0]\n", - " if zone_name not in zones:\n", - " zones[zone_name] = [channel_name]\n", - " else:\n", - " zones[zone_name].append(channel_name)\n", - "\n", - "if process_heatcalls:\n", - "\n", - " def interpolate_value(state, given_time, channels_copy):\n", - " prev_time = None\n", - " next_time = None\n", - " for existing_time in channels_copy[state]['times']:\n", - " if existing_time < given_time:\n", - " prev_time = channels_copy[state]['times'].index(existing_time)\n", - " elif existing_time > given_time and next_time is None:\n", - " next_time = channels_copy[state]['times'].index(existing_time)\n", - " if prev_time is None or next_time is None:\n", - " return 0\n", - " if channels_copy[state]['values'][prev_time]==1 and channels_copy[state]['values'][next_time]==1:\n", - " return 1\n", - " else:\n", - " return 0\n", - "\n", - " # Get all timestamps in the zone states\n", - " all_times = []\n", - " for zone in zones:\n", - " for state in [x for x in zones[zone] if 'state' in x]:\n", - " all_times.extend(channels[state]['times'])\n", - " all_times = sorted(list(set(all_times)))\n", - "\n", - " # Fill in the blanks\n", - " channels_copy = channels.copy()\n", - " for zone in zones:\n", - " for state in [x for x in zones[zone] if 'state' in x]:\n", - " if channels[state]['times'] != all_times:\n", - " values_to_insert = []\n", - " times_to_insert = []\n", - " # Add missing times\n", - " for time in all_times:\n", - " if time not in channels[state]['times']:\n", - " values_to_insert.append(interpolate_value(state, time, channels_copy))\n", - " times_to_insert.append(time)\n", - " channels[state]['times'].extend(times_to_insert)\n", - " channels[state]['values'].extend(values_to_insert)\n", - " # Sort by time again\n", - " sorted_times_values = sorted(zip(channels[state]['times'], channels[state]['values']))\n", - " sorted_times, sorted_values = zip(*sorted_times_values)\n", - " channels[state]['values'] = list(sorted_values)\n", - " channels[state]['times'] = list(sorted_times)\n", - "\n", - "fig, ax = plt.subplots(5,1, figsize=(12,22), sharex=True)\n", - "line_style = '-x' if 'show-points'in selected_plot_keys else '-'\n", - "\n", - "# --------------------------------------\n", - "# PLOT 1\n", - "# --------------------------------------\n", - "\n", - "ax[0].set_title('Heat pump')\n", - "\n", - "# Temperature\n", - "temp_plot = False\n", - "if 'hp-lwt' in selected_plot_keys:\n", - " temp_plot = True\n", - " channels['hp-lwt']['values'] = [to_fahrenheit(x/1000) for x in channels['hp-lwt']['values']]\n", - " ax[0].plot(channels['hp-lwt']['times'], channels['hp-lwt']['values'], line_style, color='tab:red', alpha=0.7, label='HP LWT')\n", - "if 'hp-ewt' in selected_plot_keys:\n", - " temp_plot = True\n", - " channels['hp-ewt']['values'] = [to_fahrenheit(x/1000) for x in channels['hp-ewt']['values']]\n", - " ax[0].plot(channels['hp-ewt']['times'], channels['hp-ewt']['values'], line_style, color='tab:blue', alpha=0.7, label='HP EWT')\n", - "if temp_plot:\n", - " if 'hp-odu-pwr' in selected_plot_keys or 'hp-idu-pwr' in selected_plot_keys or 'primary-pump-pwr' in selected_plot_keys:\n", - " ax[0].set_ylim([0,230])\n", - " else:\n", - " lower_bound = ax[0].get_ylim()[0] - 5\n", - " upper_bound = ax[0].get_ylim()[1] + 25\n", - " ax[0].set_ylim([lower_bound, upper_bound])\n", - " ax[0].set_ylabel('Temperature [F]')\n", - " legend = ax[0].legend(loc='upper left', fontsize=9)\n", - " legend.get_frame().set_facecolor('none')\n", - " ax20 = ax[0].twinx()\n", - "else:\n", - " ax20 = ax[0]\n", - "\n", - "# Power\n", - "power_plot = False\n", - "if 'hp-odu-pwr' in selected_plot_keys:\n", - " power_plot = True\n", - " channels['hp-odu-pwr']['values'] = [x/1000 for x in channels['hp-odu-pwr']['values']]\n", - " ax20.plot(channels['hp-odu-pwr']['times'], channels['hp-odu-pwr']['values'], line_style, color='tab:green', alpha=0.7, label='HP outdoor')\n", - "if 'hp-idu-pwr' in selected_plot_keys:\n", - " power_plot = True\n", - " channels['hp-idu-pwr']['values'] = [x/1000 for x in channels['hp-idu-pwr']['values']]\n", - " ax20.plot(channels['hp-idu-pwr']['times'], channels['hp-idu-pwr']['values'], line_style, color='orange', alpha=0.7, label='HP indoor')\n", - "if 'primary-pump-pwr' in selected_plot_keys:\n", - " power_plot = True\n", - " channels['primary-pump-pwr']['values'] = [x/10 for x in channels['primary-pump-pwr']['values']]\n", - " ax20.plot(channels['primary-pump-pwr']['times'], channels['primary-pump-pwr']['values'], line_style, \n", - " color='purple', alpha=0.7, label='Primary pump x100')\n", - "if power_plot:\n", - " if temp_plot:\n", - " ax20.set_ylim([0,30])\n", - " else:\n", - " upper_bound = ax[0].get_ylim()[1] + 2.5\n", - " ax[0].set_ylim([-1, upper_bound])\n", - " ax20.set_ylabel('Power [kW]')\n", - " legend = ax20.legend(loc='upper right', fontsize=9)\n", - " legend.get_frame().set_facecolor('none')\n", - "else:\n", - " ax20.set_yticks([])\n", - "\n", - "# --------------------------------------\n", - "# PLOT 2\n", - "# --------------------------------------\n", - "\n", - "ax[1].set_title('Distribution')\n", - "\n", - "# Temperature\n", - "temp_plot = False\n", - "if 'dist-swt' in selected_plot_keys: \n", - " temp_plot = True \n", - " channels['dist-swt']['values'] = [to_fahrenheit(x/1000) for x in channels['dist-swt']['values']]\n", - " ax[1].plot(channels['dist-swt']['times'], channels['dist-swt']['values'], line_style, color='tab:red', alpha=0.7, label='Distribution SWT')\n", - "if 'dist-rwt' in selected_plot_keys: \n", - " temp_plot = True \n", - " channels['dist-rwt']['values'] = [to_fahrenheit(x/1000) for x in channels['dist-rwt']['values']]\n", - " ax[1].plot(channels['dist-rwt']['times'], channels['dist-rwt']['values'], line_style, color='tab:blue', alpha=0.7, label='Distribution RWT')\n", - "if temp_plot:\n", - " ax[1].set_ylabel('Temperature [F]')\n", - " if 'zone_heat_calls' in selected_plot_keys:\n", - " ax[1].set_ylim([0,260])\n", - " else:\n", - " lower_bound = ax[1].get_ylim()[0] - 5\n", - " upper_bound = ax[1].get_ylim()[1] + 25\n", - " ax[1].set_ylim([lower_bound, upper_bound])\n", - " legend = ax[1].legend(loc='upper left', fontsize=9)\n", - " legend.get_frame().set_facecolor('none')\n", - " ax21 = ax[1].twinx()\n", - "else:\n", - " ax21 = ax[1]\n", - "\n", - "# Distribution pump power\n", - "power_plot = False \n", - "if 'dist-pump-pwr'in selected_plot_keys:\n", - " power_plot = True\n", - " ax21.plot(channels['dist-pump-pwr']['times'], [x/10 for x in channels['dist-pump-pwr']['values']], alpha=0.4, \n", - " color='pink', label='Distribution pump power /10') \n", - "if 'dist-flow' in selected_plot_keys:\n", - " power_plot = True\n", - " ax21.plot(channels['dist-flow']['times'], [x/100 for x in channels['dist-flow']['values']], alpha=0.4, \n", - " color='tab:purple', label='Distribution flow') \n", - "\n", - "# Zone heat calls\n", - "num_zones = len(zones.keys())\n", - "height_of_stack = 0\n", - "stacked_values = None\n", - "scale = 1 #if 'dist-flow' in selected_plot_keys else 0.25\n", - "if 'zone_heat_calls' in selected_plot_keys:\n", - " for zone in zones:\n", - " for key in [x for x in zones[zone] if 'state' in x]:\n", - " if stacked_values is None:\n", - " stacked_values = np.zeros(len(channels[key]['times']))\n", - " if len(stacked_values) != len(channels[key]['values']):\n", - " height_of_stack += scale\n", - " stacked_values = np.ones(len(channels[key]['times'])) * height_of_stack\n", - " ax21.bar(channels[key]['times'], [x*scale for x in channels[key]['values']], alpha=0.7, bottom=stacked_values, \n", - " label=key.replace('-state',''), width=0.003)\n", - " stacked_values += [x*scale for x in channels[key]['values']] \n", - "\n", - "if temp_plot and power_plot:\n", - " if 'dist-flow' in selected_plot_keys:\n", - " upper_bound = max(channels['dist-flow']['values'])/100 * 2.5\n", - " else:\n", - " upper_bound = max(channels['dist-pump-pwr']['values']) * 2.5\n", - " ax21.set_ylim([0,upper_bound])\n", - " ax21.set_ylabel('Flow rate [GPM] or Power [W]')\n", - "elif temp_plot and not power_plot:\n", - " upper_bound = num_zones * scale / 0.3\n", - " ax21.set_ylim([0,upper_bound])\n", - " ax21.set_ylabel('Heat calls')\n", - "elif not temp_plot and power_plot:\n", - " upper_bound = (max(channels['dist-pump-pwr']['values']) + 10)/10\n", - " ax21.set_ylim([0,upper_bound])\n", - " ax21.set_ylabel('Flow rate [GPM] or Power [W]')\n", - "elif not temp_plot and not power_plot:\n", - " upper_bound = num_zones * scale\n", - " ax21.set_ylim([0,upper_bound])\n", - " ax21.set_ylabel('Heat calls')\n", - " ax21.set_yticks([])\n", - "\n", - "legend = ax21.legend(loc='upper right', fontsize=9)\n", - "legend.get_frame().set_facecolor('none')\n", - "\n", - "\n", - "# --------------------------------------\n", - "# PLOT 3\n", - "# --------------------------------------\n", - " \n", - "ax[2].set_title('Zones')\n", - "ax22 = ax[2].twinx()\n", - "\n", - "colors = {}\n", - "for zone in zones:\n", - " for temp in zones[zone]:\n", - " if 'temp' in temp:\n", - " color = ax[2].plot(channels[temp]['times'], channels[temp]['values'], line_style, label=temp, alpha=0.7)[0].get_color()\n", - " colors[temp] = color\n", - " elif 'set' in temp:\n", - " base_temp = temp.replace('-set', '-temp')\n", - " if base_temp in colors:\n", - " ax22.plot(channels[temp]['times'], channels[temp]['values'], '-'+line_style, label=temp, \n", - " color=colors[base_temp], alpha=0.7)\n", - " \n", - "ax[2].set_ylabel('Temperature [F]')\n", - "ax22.set_yticks([])\n", - "lower_bound = min(ax[2].get_ylim()[0], ax22.get_ylim()[0]) - 5\n", - "upper_bound = max(ax[2].get_ylim()[1], ax22.get_ylim()[1]) + 15\n", - "ax[2].set_ylim([lower_bound, upper_bound])\n", - "ax22.set_ylim([lower_bound, upper_bound])\n", - "legend = ax[2].legend(loc='upper left', fontsize=9)\n", - "legend.get_frame().set_facecolor('none')\n", - "legend = ax22.legend(loc='upper right', fontsize=9)\n", - "legend.get_frame().set_facecolor('none')\n", - "\n", - "# --------------------------------------\n", - "# PLOT 4\n", - "# --------------------------------------\n", - "\n", - "ax[3].set_title('Buffer')\n", - "\n", - "buffer_channels = []\n", - "if 'buffer-depths' in selected_plot_keys:\n", - " buffer_channels = sorted([key for key in channels.keys() if 'buffer-depth' in key and 'micro-v' not in key])\n", - " for buffer_channel in buffer_channels:\n", - " channels[buffer_channel]['values'] = [to_fahrenheit(x/1000) for x in channels[buffer_channel]['values']]\n", - " ax[3].plot(channels[buffer_channel]['times'], channels[buffer_channel]['values'], line_style, \n", - " color=buffer_colors[buffer_channel], alpha=0.7, label=buffer_channel)\n", - "\n", - "if not buffer_channels:\n", - " if 'buffer-hot-pipe' in selected_plot_keys:\n", - " channels['buffer-hot-pipe']['values'] = [to_fahrenheit(x/1000) for x in channels['buffer-hot-pipe']['values']]\n", - " ax[3].plot(channels['buffer-hot-pipe']['times'], channels['buffer-hot-pipe']['values'], line_style, \n", - " color='tab:red', alpha=0.7, label='Buffer hot pipe')\n", - " if 'buffer-cold-pipe' in selected_plot_keys:\n", - " channels['buffer-cold-pipe']['values'] = [to_fahrenheit(x/1000) for x in channels['buffer-cold-pipe']['values']]\n", - " ax[3].plot(channels['buffer-cold-pipe']['times'], channels['buffer-cold-pipe']['values'], line_style, \n", - " color='tab:blue', alpha=0.7, label='Buffer cold pipe')\n", - "\n", - "ax[3].set_ylabel('Temperature [F]')\n", - "legend = ax[3].legend(loc='upper left', fontsize=9)\n", - "legend.get_frame().set_facecolor('none')\n", - "lower_bound = ax[3].get_ylim()[0] - 5\n", - "upper_bound = ax[3].get_ylim()[1] + 25\n", - "ax[3].set_ylim([lower_bound, upper_bound])\n", - "\n", - "# --------------------------------------\n", - "# PLOT 5\n", - "# --------------------------------------\n", - "\n", - "ax[4].set_title('Storage')\n", - "\n", - "# Temperature\n", - "temp_plot = False\n", - "tank_channels = []\n", - "\n", - "if 'storage-depths' in selected_plot_keys:\n", - " temp_plot = True\n", - " tank_channels = sorted([key for key in channels.keys() if 'tank' in key and 'micro-v' not in key])\n", - " for tank_channel in tank_channels:\n", - " channels[tank_channel]['values'] = [to_fahrenheit(x/1000) for x in channels[tank_channel]['values']]\n", - " ax[4].plot(channels[tank_channel]['times'], channels[tank_channel]['values'], line_style, \n", - " color=storage_colors[tank_channel], alpha=0.7, label=tank_channel)\n", - "\n", - "if not tank_channels:\n", - " if 'store-hot-pipe' in selected_plot_keys:\n", - " temp_plot = True\n", - " channels['store-hot-pipe']['values'] = [to_fahrenheit(x/1000) for x in channels['store-hot-pipe']['values']]\n", - " ax[4].plot(channels['store-hot-pipe']['times'], channels['store-hot-pipe']['values'], line_style, \n", - " color='tab:red', alpha=0.7, label='Storage hot pipe')\n", - " if 'store-cold-pipe' in selected_plot_keys:\n", - " temp_plot = True\n", - " channels['store-cold-pipe']['values'] = [to_fahrenheit(x/1000) for x in channels['store-cold-pipe']['values']]\n", - " ax[4].plot(channels['store-cold-pipe']['times'], channels['store-cold-pipe']['values'], line_style, \n", - " color='tab:blue', alpha=0.7, label='Storage cold pipe')\n", - " \n", - "if temp_plot:\n", - " ax24 = ax[4].twinx()\n", - "else:\n", - " ax24 = ax[4]\n", - "\n", - "# Power\n", - "power_plot = False\n", - "if 'store-pump-pwr' in selected_plot_keys:\n", - " power_plot = True\n", - " channels['store-pump-pwr']['values'] = [x/10 for x in channels['store-pump-pwr']['values']]\n", - " ax24.plot(channels['store-pump-pwr']['times'], channels['store-pump-pwr']['values'], line_style, \n", - " color='tab:green', alpha=0.7, label='Storage pump x100')\n", - "\n", - "if power_plot:\n", - " if temp_plot:\n", - " ax24.set_ylim([-1,40])\n", - " ax24.set_ylabel('Power [kW]')\n", - " legend = ax24.legend(loc='upper right', fontsize=9)\n", - " legend.get_frame().set_facecolor('none')\n", - "else:\n", - " ax24.set_yticks([])\n", - "\n", - "if temp_plot:\n", - " if 'store-pump-pwr' in selected_plot_keys:\n", - " lower_bound = ax[4].get_ylim()[0] - 5 - max(channels['store-pump-pwr']['values'])\n", - " else:\n", - " lower_bound = ax[4].get_ylim()[0] - 5\n", - " upper_bound = ax[4].get_ylim()[1] + 0.5*(ax[4].get_ylim()[1] - ax[4].get_ylim()[0])\n", - " ax[4].set_ylim([lower_bound, upper_bound])\n", - " ax[4].set_ylabel('Temperature [F]')\n", - " legend = ax[4].legend(loc='upper left', fontsize=9)\n", - " legend.get_frame().set_facecolor('none')\n", - "\n", - "# --------------------------------------\n", - "# All plots\n", - "# --------------------------------------\n", - "\n", - "for axis in ax:\n", - " axis.grid(axis='y', alpha=0.5)\n", - " xlim = axis.get_xlim()\n", - " if (mdates.num2date(xlim[1]) - mdates.num2date(xlim[0]) >= timedelta(hours=4) and \n", - " mdates.num2date(xlim[1]) - mdates.num2date(xlim[0]) <= timedelta(hours=30)):\n", - " axis.xaxis.set_major_locator(mdates.HourLocator(interval=1))\n", - " elif (mdates.num2date(xlim[1]) - mdates.num2date(xlim[0]) >= timedelta(hours=31) and \n", - " mdates.num2date(xlim[1]) - mdates.num2date(xlim[0]) <= timedelta(hours=65)):\n", - " axis.xaxis.set_major_locator(mdates.HourLocator(interval=2))\n", - " axis.xaxis.set_major_formatter(mdates.DateFormatter('%m/%d %H:%M'))\n", - " axis.tick_params(axis='x', which='both', labelbottom=True, labelsize=8)\n", - " plt.setp(axis.xaxis.get_majorticklabels(), rotation=45, ha='right')\n", - "\n", - "plt.tight_layout(pad=5.0)\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [], - "source": [ - "channels = {}\n", - "for message in messages:\n", - " for channel in message.payload['ChannelReadingList']:\n", - " # Find the channel name\n", - " if message.message_type_name == 'report':\n", - " channel_name = channel['ChannelName']\n", - " elif message.message_type_name == 'batched.readings':\n", - " for dc in message.payload['DataChannelList']:\n", - " if dc['Id'] == channel['ChannelId']:\n", - " channel_name = dc['Name']\n", - " # Store the values and times for the channel\n", - " if channel_name not in channels:\n", - " channels[channel_name] = {\n", - " 'values': channel['ValueList'],\n", - " 'times': channel['ScadaReadTimeUnixMsList']\n", - " }\n", - " else:\n", - " channels[channel_name]['values'].extend(channel['ValueList'])\n", - " channels[channel_name]['times'].extend(channel['ScadaReadTimeUnixMsList'])\n", - "\n", - "# Sort values according to time\n", - "for key in channels.keys():\n", - " sorted_times_values = sorted(zip(channels[key]['times'], channels[key]['values']))\n", - " sorted_times, sorted_values = zip(*sorted_times_values)\n", - " channels[key]['values'] = list(sorted_values)\n", - " channels[key]['times'] = pd.to_datetime(list(sorted_times), unit='ms', utc=True)\n", - " channels[key]['times'] = channels[key]['times'].tz_convert('America/New_York')\n", - " channels[key]['times'] = [x.replace(tzinfo=None) for x in channels[key]['times']]\n", - "\n", - " # Check the length\n", - " if len(channels[key]['times']) != len(channels[key]['values']):\n", - " print(f\"Length mismatch in channel: {key}\")\n", - " selected_plot_keys.remove(key)\n", - " \n", - "# Find all zone channels\n", - "zones = {}\n", - "first_times, process_heatcalls = None, False\n", - "for channel_name in channels.keys():\n", - " if 'zone' in channel_name and 'gw-temp' not in channel_name:\n", - " if 'state' not in channel_name:\n", - " channels[channel_name]['values'] = [x/1000 for x in channels[channel_name]['values']]\n", - " else:\n", - " # Round times to the minute\n", - " channels[channel_name]['times'] = pd.Series(channels[channel_name]['times']).dt.round('s').tolist()\n", - " if first_times is None:\n", - " first_times = channels[channel_name]['times']\n", - " if channels[channel_name]['times'] != first_times:\n", - " process_heatcalls = True\n", - " zone_name = channel_name.split('-')[0]\n", - " if zone_name not in zones:\n", - " zones[zone_name] = [channel_name]\n", - " else:\n", - " zones[zone_name].append(channel_name)\n", - "\n", - "if process_heatcalls:\n", - "\n", - " def interpolate_value(state, given_time, channels_copy):\n", - " prev_time = None\n", - " next_time = None\n", - " for existing_time in channels_copy[state]['times']:\n", - " if existing_time < given_time:\n", - " prev_time = channels_copy[state]['times'].index(existing_time)\n", - " elif existing_time > given_time and next_time is None:\n", - " next_time = channels_copy[state]['times'].index(existing_time)\n", - " if prev_time is None or next_time is None:\n", - " return 0\n", - " if channels_copy[state]['values'][prev_time]==1 and channels_copy[state]['values'][next_time]==1:\n", - " return 1\n", - " else:\n", - " return 0\n", - "\n", - " # Get all timestamps in the zone states\n", - " all_times = []\n", - " for zone in zones:\n", - " for state in [x for x in zones[zone] if 'state' in x]:\n", - " all_times.extend(channels[state]['times'])\n", - " all_times = sorted(list(set(all_times)))\n", - "\n", - " # Fill in the blanks\n", - " channels_copy = channels.copy()\n", - " for zone in zones:\n", - " for state in [x for x in zones[zone] if 'state' in x]:\n", - " if channels[state]['times'] != all_times:\n", - " values_to_insert = []\n", - " times_to_insert = []\n", - " # Add missing times\n", - " for time in all_times:\n", - " if time not in channels[state]['times']:\n", - " values_to_insert.append(interpolate_value(state, time, channels_copy))\n", - " times_to_insert.append(time)\n", - " channels[state]['times'].extend(times_to_insert)\n", - " channels[state]['values'].extend(values_to_insert)\n", - " # Sort by time again\n", - " sorted_times_values = sorted(zip(channels[state]['times'], channels[state]['values']))\n", - " sorted_times, sorted_values = zip(*sorted_times_values)\n", - " channels[state]['values'] = list(sorted_values)\n", - " channels[state]['times'] = list(sorted_times)" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [], - "source": [ - "# fig = go.Figure()\n", - "# fig.add_trace(go.Scatter(x=channels['hp-lwt']['times'], y=channels['hp-lwt']['values'], mode='lines', name='Line 1'))\n", - 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"ticks": "" - } - }, - "title": { - "x": 0.05 - }, - "xaxis": { - "automargin": true, - "gridcolor": "white", - "linecolor": "white", - "ticks": "", - "title": { - "standoff": 15 - }, - "zerolinecolor": "white", - "zerolinewidth": 2 - }, - "yaxis": { - "automargin": true, - "gridcolor": "white", - "linecolor": "white", - "ticks": "", - "title": { - "standoff": 15 - }, - "zerolinecolor": "white", - "zerolinewidth": 2 - } - } - }, - "title": { - "text": "Distribution" - }, - "xaxis": { - "linecolor": "rgb(42,63,96)", - "mirror": true, - "showgrid": false, - "showline": true, - "ticks": "outside" - }, - "yaxis": { - "gridcolor": "LightGray", - "gridwidth": 1, - "linecolor": "rgb(42,63,96)", - "mirror": true, - "range": [ - 0, - 260 - ], - "showgrid": true, - "showline": true, - "ticks": "outside", - "title": { - "text": "Temperature [F]" - }, - "zeroline": false - }, - "yaxis2": { - "linecolor": "rgb(42,63,96)", - "mirror": true, - "overlaying": "y", - "range": [ - 0, - 10 - ], - "showgrid": false, - "showline": true, - "side": "right", - "ticks": "outside", - "title": { - "text": "Flow [GPM] or Power [W]" - }, - "zeroline": false - } - } - } - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# --------------------------------------\n", - "# PLOT 1\n", - "# --------------------------------------\n", - "\n", - "fig = go.Figure()\n", - "fig.update_xaxes(showgrid=False)\n", - "\n", - "# Temperature\n", - "temp_plot = False\n", - "if 'hp-lwt' in selected_plot_keys:\n", - " temp_plot = True\n", - " yf = [to_fahrenheit(x/1000) for x in channels['hp-lwt']['values']]\n", - " fig.add_trace(go.Scatter(x=channels['hp-lwt']['times'], y=yf, \n", - " mode='lines', opacity=0.7,\n", - " line=dict(color='red', dash='solid'),\n", - " name='HP LWT'))\n", - "if 'hp-ewt' in selected_plot_keys:\n", - " temp_plot = True\n", - " yf = [to_fahrenheit(x/1000) for x in channels['hp-ewt']['values']]\n", - "\n", - " fig.add_trace(go.Scatter(x=channels['hp-ewt']['times'], y=yf, \n", - " mode='lines', opacity=0.7,\n", - " line=dict(color='blue', dash='solid'),\n", - " name='HP EWT'))\n", - "\n", - "if temp_plot:\n", - " if 'hp-odu-pwr' in selected_plot_keys or 'hp-idu-pwr' in selected_plot_keys or 'primary-pump-pwr' in selected_plot_keys:\n", - " fig.update_yaxes(range=[0, 260])\n", - " fig.update_layout(yaxis=dict(title='Temperature [F]', zeroline=False))\n", - " fig.update_yaxes(showgrid=True, gridwidth=1, gridcolor='LightGray')\n", - " y_axis_power = 'y2'\n", - "else:\n", - " y_axis_power = 'y'\n", - " fig.update_layout(yaxis=dict(title='Power [kW]', zeroline=False))\n", - " fig.update_yaxes(showgrid=True, gridwidth=1, gridcolor='LightGray')\n", - "\n", - "# Power\n", - "power_plot = False\n", - "if 'hp-odu-pwr' in selected_plot_keys:\n", - " power_plot = True\n", - " yf = [x/1000 for x in channels['hp-odu-pwr']['values']]\n", - " fig.add_trace(go.Scatter(x=channels['hp-odu-pwr']['times'], y=yf, \n", - " mode='lines', opacity=0.7,\n", - " line=dict(color='green', dash='solid'),\n", - " name='HP outdoor',\n", - " yaxis=y_axis_power))\n", - "\n", - "if 'hp-idu-pwr' in selected_plot_keys:\n", - " power_plot = True\n", - " yf = [x/1000 for x in channels['hp-idu-pwr']['values']]\n", - " fig.add_trace(go.Scatter(x=channels['hp-idu-pwr']['times'], y=yf, \n", - " mode='lines', opacity=0.7,\n", - " line=dict(color='orange', dash='solid'),\n", - " name='HP indoor',\n", - " yaxis=y_axis_power))\n", - " \n", - "if 'primary-pump-pwr' in selected_plot_keys:\n", - " power_plot = True\n", - " yf = [x/10 for x in channels['primary-pump-pwr']['values']]\n", - " fig.add_trace(go.Scatter(x=channels['primary-pump-pwr']['times'], y=yf, \n", - " mode='lines', opacity=0.7,\n", - " line=dict(color='purple', dash='solid'),\n", - " name='Primary pump x100',\n", - " yaxis=y_axis_power))\n", - "\n", - "if power_plot:\n", - " fig.update_layout(yaxis2=dict(title='Power [kW]', overlaying='y', side='right', showgrid=False, zeroline=False, range=[0, 30]))\n", - "\n", - "fig.update_layout(\n", - " title='Heat Pump',\n", - " plot_bgcolor='rgba(0,0,0,0)',\n", - " paper_bgcolor='rgba(0,0,0,0)',\n", - " xaxis=dict(\n", - " mirror=True,\n", - " ticks='outside',\n", - " showline=True,\n", - " linecolor='rgb(42,63,96)',\n", - " ),\n", - " yaxis=dict(\n", - " mirror=True,\n", - " ticks='outside',\n", - " showline=True,\n", - " linecolor='rgb(42,63,96)',\n", - " ),\n", - " yaxis2=dict(\n", - " mirror=True,\n", - " ticks='outside',\n", - " showline=True,\n", - " linecolor='rgb(42,63,96)',\n", - " ),\n", - " legend=dict(\n", - " x=0,\n", - " y=1,\n", - " xanchor='left',\n", - " yanchor='top'\n", - " )\n", - ")\n", - "\n", - "fig.write_html(\"heatpump.html\")\n", - "\n", - "# --------------------------------------\n", - "# PLOT 2\n", - "# --------------------------------------\n", - "\n", - "fig = go.Figure()\n", - "fig.update_xaxes(showgrid=False)\n", - "\n", - "fig.update_layout(title='Distribution',\n", - " plot_bgcolor='rgba(0,0,0,0)',\n", - " paper_bgcolor='rgba(0,0,0,0)')\n", - "\n", - "# Temperature\n", - "temp_plot = False\n", - "if 'dist-swt' in selected_plot_keys:\n", - " temp_plot = True\n", - " yf = [to_fahrenheit(x/1000) for x in channels['dist-swt']['values']]\n", - " fig.add_trace(go.Scatter(x=channels['dist-swt']['times'], y=yf, \n", - " mode='lines', opacity=0.7,\n", - " line=dict(color='red', dash='solid'),\n", - " name='Distribution SWT'))\n", - "if 'dist-rwt' in selected_plot_keys:\n", - " temp_plot = True\n", - " yf = [to_fahrenheit(x/1000) for x in channels['dist-rwt']['values']]\n", - " fig.add_trace(go.Scatter(x=channels['dist-rwt']['times'], y=yf, \n", - " mode='lines', opacity=0.7,\n", - " line=dict(color='blue', dash='solid'),\n", - " name='Distribution RWT'))\n", - " \n", - "if temp_plot:\n", - " if 'zone_heat_calls' in selected_plot_keys:\n", - " fig.update_yaxes(range=[0, 260])\n", - " fig.update_layout(yaxis=dict(title='Temperature [F]', zeroline=False))\n", - " fig.update_yaxes(showgrid=True, gridwidth=1, gridcolor='LightGray')\n", - " y_axis_power = 'y2'\n", - "else:\n", - " y_axis_power = 'y'\n", - " fig.update_layout(yaxis=dict(title='Power [kW]', zeroline=False))\n", - " fig.update_yaxes(showgrid=True, gridwidth=1, gridcolor='LightGray')\n", - "\n", - "# Distribution pump power\n", - "power_plot = False \n", - "if 'dist-pump-pwr'in selected_plot_keys:\n", - " power_plot = True\n", - " yf = [x/10 for x in channels['dist-pump-pwr']['values']]\n", - " fig.add_trace(go.Scatter(x=channels['dist-pump-pwr']['times'], y=yf, \n", - " mode='lines', opacity=0.7,\n", - " line=dict(color='pink', dash='solid'),\n", - " name='Distribution pump power /10',\n", - " yaxis = y_axis_power))\n", - "if 'dist-flow' in selected_plot_keys and 'dist-flow' in channels:\n", - " power_plot = True\n", - " yf = [x/100 for x in channels['dist-flow']['values']]\n", - " fig.add_trace(go.Scatter(x=channels['dist-flow']['times'], y=yf, \n", - " mode='lines', opacity=0.4,\n", - " line=dict(color='purple', dash='solid'),\n", - " name='Distribution flow',\n", - " yaxis = y_axis_power))\n", - " \n", - "if power_plot:\n", - 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"\n", - " zone_colors = ['blue', 'orange', 'green', 'red']\n", - " zone_color = zone_colors[y_start]\n", - "\n", - " fig.add_trace(go.Scatter(\n", - " x=[x_value, x_value],\n", - " y=[y_start, y_end],\n", - " mode='lines',\n", - " line=dict(color=zone_color, width=2),\n", - " showlegend=False,\n", - " ))\n", - " \n", - " fig.add_trace(go.Scatter(\n", - " x=[None], y=[None], # No actual data\n", - " mode='lines',\n", - " line=dict(color=zone_color, width=2),\n", - " name=key # Legend entry name\n", - " ))\n", - "\n", - " # fig.add_annotation(\n", - " # x=min(channels[key]['times']),\n", - " # y=y_end - 0.5,\n", - " # text=key,\n", - " # showarrow=False,\n", - " # font=dict(color=zone_color) # Use the same color for the text\n", - " # )\n", - "\n", - "# fig.update_yaxes(\n", - "# tickvals=[i+0.5 for i in range(len(y_labels))], # Tick positions\n", - "# ticktext=list(y_labels), # Labels\n", - "# )\n", - "\n", - "fig.update_layout(yaxis=dict(zeroline=False))\n", - "fig.update_yaxes(showgrid=True, gridwidth=1, gridcolor='LightGray')\n", - "\n", - "fig.update_layout(\n", - " xaxis=dict(\n", - " range=[x_min, x_max],\n", - " mirror=True,\n", - " ticks='outside',\n", - " showline=True,\n", - " linecolor='rgb(42,63,96)',\n", - " ),\n", - " yaxis=dict(\n", - " mirror=True,\n", - " ticks='outside',\n", - " showline=True,\n", - " linecolor='rgb(42,63,96)',\n", - " ),\n", - " yaxis2=dict(\n", - " mirror=True,\n", - " ticks='outside',\n", - " showline=True,\n", - " linecolor='rgb(42,63,96)',\n", - " ),\n", - " legend=dict(\n", - " x=0,\n", - " y=1,\n", - " xanchor='left',\n", - " yanchor='top',\n", - " )\n", - ")\n", - "\n", - "fig.show()\n", - "fig.write_html('heatcalls.html')" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "adda", - "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": "3.10.15" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git "a/abort_button/Capture d\342\200\231\303\251cran 2024-11-09 \303\240 10.19.16.png" "b/abort_button/Capture d\342\200\231\303\251cran 2024-11-09 \303\240 10.19.16.png" deleted file mode 100644 index cd0c683..0000000 Binary files "a/abort_button/Capture d\342\200\231\303\251cran 2024-11-09 \303\240 10.19.16.png" and /dev/null differ diff --git a/analysis.py b/analysis.py new file mode 100644 index 0000000..34f9565 --- /dev/null +++ b/analysis.py @@ -0,0 +1,39 @@ +from flo import DGraph +from named_types import FloParamsHouse0 +import dotenv +import pendulum +from sqlalchemy import create_engine, desc +from sqlalchemy.orm import sessionmaker +from fake_config import Settings +from fake_models import MessageSql + +def download_excel(house_alias, start_ms): + settings = Settings(_env_file=dotenv.find_dotenv()) + engine = create_engine(settings.db_url.get_secret_value()) + Session = sessionmaker(bind=engine) + session = Session() + + house_alias = 'beech' + start_ms = int(pendulum.datetime(2024, 12, 19, 0, 0, tz="America/New_York").timestamp() * 1000) + end_ms = int(pendulum.datetime(2024, 12, 21, 0, 0, tz="America/New_York").timestamp() * 1000) + + flo_params_msg = session.query(MessageSql).filter( + MessageSql.message_type_name == "flo.params.house0", + MessageSql.from_alias.like(f'%{house_alias}%'), + MessageSql.message_persisted_ms >= start_ms - 48*3600*1000, + MessageSql.message_persisted_ms <= start_ms, + ).order_by(desc(MessageSql.message_persisted_ms)).first() + + if not flo_params_msg: + print("No FLO params") + return + + flo_params = FloParamsHouse0(**flo_params_msg.payload) + # for key, value in flo_params_msg.payload.items(): + # print(f'{key}: {value}') + + print("Running Dijkstra and saving analysis to excel...") + g = DGraph(flo_params) + g.solve_dijkstra() + g.export_to_excel() + print("Done.") \ No newline at end of file diff --git a/dashboard.html b/dashboard.html deleted file mode 100644 index f65f7c9..0000000 --- a/dashboard.html +++ /dev/null @@ -1,543 +0,0 @@ - - - - - - - GridWorks Dashboard - - - - - - - - - - -
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- - - diff --git a/flo.py b/flo.py new file mode 100644 index 0000000..ffd66a2 --- /dev/null +++ b/flo.py @@ -0,0 +1,507 @@ +from datetime import datetime, timedelta +import numpy as np +from typing import Dict, List +import os +import pytz +import pandas as pd +import matplotlib +import matplotlib.pyplot as plt +from matplotlib.colors import Normalize, ListedColormap, BoundaryNorm +from openpyxl.styles import PatternFill, Alignment, Font +from openpyxl.drawing.image import Image +from named_types import PriceQuantityUnitless, FloParamsHouse0 + +def to_kelvin(t): + return (t-32)*5/9 + 273.15 + +def to_celcius(t): + return (t-32)*5/9 + + +class DParams(): + def __init__(self, config: FloParamsHouse0) -> None: + self.config = config + self.start_time = config.StartUnixS + self.horizon = config.HorizonHours + self.num_layers = config.NumLayers + self.storage_volume = config.StorageVolumeGallons + self.max_hp_elec_in = config.HpMaxElecKw + self.min_hp_elec_in = config.HpMinElecKw + self.initial_top_temp = config.InitialTopTempF + self.initial_thermocline = config.InitialThermocline + self.storage_losses_percent = config.StorageLossesPercent + self.reg_forecast = [x/10 for x in config.RegPriceForecast[:self.horizon]] + self.dist_forecast = [x/10 for x in config.DistPriceForecast[:self.horizon]] + self.lmp_forecast = [x/10 for x in config.LmpForecast[:self.horizon]] + self.elec_price_forecast = [rp+dp+lmp for rp,dp,lmp in zip(self.reg_forecast, self.dist_forecast, self.lmp_forecast)] + self.oat_forecast = config.OatForecastF[:self.horizon] + self.ws_forecast = config.WindSpeedForecastMph[:self.horizon] + self.alpha = config.AlphaTimes10/10 + self.beta = config.BetaTimes100/100 + self.gamma = config.GammaEx6/1e6 + self.no_power_rswt = -self.alpha/self.beta + self.intermediate_power = config.IntermediatePowerKw + self.intermediate_rswt = config.IntermediateRswtF + self.dd_power = config.DdPowerKw + self.dd_rswt = config.DdRswtF + self.dd_delta_t = config.DdDeltaTF + self.quadratic_coefficients = self.get_quadratic_coeffs() + self.available_top_temps, self.energy_between_nodes = self.get_available_top_temps() + self.load_forecast = [self.required_heating_power(oat,ws) for oat,ws in zip(self.oat_forecast,self.ws_forecast)] + self.rswt_forecast = [self.required_swt(x) for x in self.load_forecast] + self.check_hp_sizing() + # TODO: add to config + self.min_cop = 1 + self.max_cop = 3 + self.soft_constraint: bool = True + + def check_hp_sizing(self): + max_load_elec = max(self.load_forecast) / self.COP(min(self.oat_forecast), max(self.rswt_forecast)) + if max_load_elec > self.max_hp_elec_in: + error_text = f"\nThe current parameters indicate that on the coldest hour of the forecast ({min(self.oat_forecast)} F):" + error_text += f"\n- The heating requirement is {round(max(self.load_forecast),2)} kW" + error_text += f"\n- The COP is {round(self.COP(min(self.oat_forecast), max(self.rswt_forecast)),2)}" + error_text += f"\n=> Need a HP that can reach {round(max_load_elec,2)} kW electrical power" + error_text += f"\n=> The given HP is undersized ({self.max_hp_elec_in} kW electrical power)" + print(error_text) + + def COP(self, oat, lwt): + oat = to_celcius(oat) + lwt = to_celcius(lwt) + return self.config.CopIntercept + self.config.CopOatCoeff*oat + self.config.CopLwtCoeff*lwt + + def required_heating_power(self, oat, ws): + r = self.alpha + self.beta*oat + self.gamma*ws + return r if r>0 else 0 + + def delivered_heating_power(self, swt): + a, b, c = self.quadratic_coefficients + d = a*swt**2 + b*swt + c + return d if d>0 else 0 + + def required_swt(self, rhp): + a, b, c = self.quadratic_coefficients + return -b/(2*a) + ((rhp-b**2/(4*a)+b**2/(2*a)-c)/a)**0.5 + + def delta_T(self, swt): + d = self.dd_delta_t/self.dd_power * self.delivered_heating_power(swt) + d = 0 if swt0 else 0 + + def delta_T_inverse(self, rwt): + a, b, c = self.quadratic_coefficients + aa = -self.dd_delta_t/self.dd_power * a + bb = 1-self.dd_delta_t/self.dd_power * b + cc = -self.dd_delta_t/self.dd_power * c + sqrt_argument = ((rwt-bb**2/(4*aa)+bb**2/(2*aa)-cc)/aa) + if sqrt_argument < 0: + return 100000 + # raise Exception(f"Imaginary value in delta_T_inverse!. quad coeffs a, b, c = {a, b, c}" + # f" and rwt {rwt} result in sqrt of {sqrt_argument}") + return -bb/(2*aa) - ((rwt-bb**2/(4*aa)+bb**2/(2*aa)-cc)/aa)**0.5 - rwt + + def get_quadratic_coeffs(self): + x_rswt = np.array([self.no_power_rswt, self.intermediate_rswt, self.dd_rswt]) + y_hpower = np.array([0, self.intermediate_power, self.dd_power]) + A = np.vstack([x_rswt**2, x_rswt, np.ones_like(x_rswt)]).T + return [float(x) for x in np.linalg.solve(A, y_hpower)] + + def get_available_top_temps(self): + available_temps = [round(self.initial_top_temp)] + x = round(self.initial_top_temp) + while round(x + self.delta_T_inverse(x),2) <= 175: + x = round(x + self.delta_T_inverse(x),2) + available_temps.append(x) + while x+10 <= 175: + x += 10 + available_temps.append(x) + x = round(self.initial_top_temp) + while self.delta_T(x) >= 3: + x = round(x - self.delta_T(x)) + available_temps.append(x) + while x >= 70: + x += -10 + available_temps.append(x) + available_temps = sorted(available_temps) + energy_between_nodes = {} + m_layer = self.storage_volume*3.785 / self.num_layers + for i in range(1,len(available_temps)): + temp_drop_f = available_temps[i] - available_temps[i-1] + energy_between_nodes[available_temps[i]] = round(m_layer * 4.187/3600 * temp_drop_f*5/9,3) + return available_temps, energy_between_nodes + + +class DNode(): + def __init__(self, time_slice:int, top_temp:float, thermocline:float, parameters:DParams): + self.params = parameters + # Position in graph + self.time_slice = time_slice + self.top_temp = top_temp + self.thermocline = thermocline + # Dijkstra's algorithm + self.pathcost = 0 if time_slice==parameters.horizon else 1e9 + self.next_node = None + # Absolute energy level + tt_idx = parameters.available_top_temps.index(top_temp) + tt_idx = tt_idx-1 if tt_idx>0 else tt_idx + self.bottom_temp = parameters.available_top_temps[tt_idx] + self.energy = self.get_energy() + self.index = None + + def __repr__(self): + return f"Node[time_slice:{self.time_slice}, top_temp:{self.top_temp}, thermocline:{self.thermocline}]" + + def get_energy(self): + m_layer_kg = self.params.storage_volume*3.785 / self.params.num_layers + kWh_above_thermocline = (self.thermocline-0.5)*m_layer_kg * 4.187/3600 * to_kelvin(self.top_temp) + kWh_below_thermocline = (self.params.num_layers-self.thermocline+0.5)*m_layer_kg * 4.187/3600 * to_kelvin(self.bottom_temp) + return kWh_above_thermocline + kWh_below_thermocline + + +class DEdge(): + def __init__(self, tail:DNode, head:DNode, cost:float, hp_heat_out:float): + self.tail: DNode = tail + self.head: DNode = head + self.cost = cost + self.hp_heat_out = hp_heat_out + + def __repr__(self): + return f"Edge: {self.tail} --cost:{round(self.cost,3)}--> {self.head}" + + +class DGraph(): + def __init__(self, config: FloParamsHouse0): + self.params = DParams(config) + self.nodes: Dict[int, List[DNode]] = {} + self.edges: Dict[DNode, List[DEdge]] = {} + self.create_nodes() + self.create_edges() + + def create_nodes(self): + self.initial_node = DNode(0, self.params.initial_top_temp, self.params.initial_thermocline, self.params) + for time_slice in range(self.params.horizon+1): + self.nodes[time_slice] = [self.initial_node] if time_slice==0 else [] + self.nodes[time_slice].extend( + DNode(time_slice, top_temp, thermocline, self.params) + for top_temp in self.params.available_top_temps[1:] + for thermocline in range(1,self.params.num_layers+1) + if (time_slice, top_temp, thermocline) != (0, self.params.initial_top_temp, self.params.initial_thermocline) + ) + + def create_edges(self): + + self.bottom_node = DNode(0, self.params.available_top_temps[1], 1, self.params) + self.top_node = DNode(0, self.params.available_top_temps[-1], self.params.num_layers, self.params) + + for h in range(self.params.horizon): + + for node_now in self.nodes[h]: + self.edges[node_now] = [] + + for node_next in self.nodes[h+1]: + + # The losses might be lower than energy between two nodes + losses = self.params.storage_losses_percent/100 * (node_now.energy-self.bottom_node.energy) + if self.params.load_forecast[h]==0 and losses>0 and losses= self.params.min_hp_elec_in): + + cop = self.params.COP(oat=self.params.oat_forecast[h], lwt=node_next.top_temp) + + if (hp_heat_out/cop <= self.params.max_hp_elec_in and + hp_heat_out/cop >= self.params.min_hp_elec_in): + + cost = self.params.elec_price_forecast[h]/100 * hp_heat_out/cop + + # If some of the load is satisfied by the storage + # Then it must satisfy the SWT requirement + if store_heat_in < 0: + if ((hp_heat_out < self.params.load_forecast[h] and + self.params.load_forecast[h] > 0) + and + (node_now.top_temp < self.params.rswt_forecast[h] or + node_next.top_temp < self.params.rswt_forecast[h])): + if self.params.soft_constraint: + # TODO: make cost punishment proportional to constraint violation + cost += 1e5 + else: + continue + + self.edges[node_now].append(DEdge(node_now, node_next, cost, hp_heat_out)) + + def solve_dijkstra(self): + for time_slice in range(self.params.horizon-1, -1, -1): + for node in self.nodes[time_slice]: + best_edge = min(self.edges[node], key=lambda e: e.head.pathcost + e.cost) + if best_edge.hp_heat_out < 0: + best_edge_neg = max([e for e in self.edges[node] if e.hp_heat_out<0], key=lambda e: e.hp_heat_out) + best_edge_pos = min([e for e in self.edges[node] if e.hp_heat_out>=0], key=lambda e: e.hp_heat_out) + best_edge = best_edge_pos if (-best_edge_neg.hp_heat_out >= best_edge_pos.hp_heat_out) else best_edge_neg + node.pathcost = best_edge.head.pathcost + best_edge.cost + node.next_node = best_edge.head + + def generate_bid(self): + self.pq_pairs = [] + min_elec_ctskwh, max_elec_ctskwh = -10, 200 + for elec_price in range(min_elec_ctskwh*10, max_elec_ctskwh*10): + elec_price = elec_price/10 + elec_to_nextnode = [] + pathcost_from_nextnode = [] + for e in self.edges[self.initial_node]: + cop = self.params.COP(oat=self.params.oat_forecast[0], lwt=e.head.top_temp) + elec_to_nextnode.append(e.hp_heat_out/cop if e.hp_heat_out/cop>0 else 0) + pathcost_from_nextnode.append(e.head.pathcost) + cost_to_nextnode = [x*elec_price/100 for x in elec_to_nextnode] + pathcost_from_current_node = [x+y for x,y in zip(cost_to_nextnode, pathcost_from_nextnode)] + min_pathcost_elec = elec_to_nextnode[pathcost_from_current_node.index(min(pathcost_from_current_node))] + if self.pq_pairs: + # Record a new pair if at least 0.01 kWh of difference in quantity with the previous one + if self.pq_pairs[-1].QuantityTimes1000 - int(min_pathcost_elec * 1000) > 10: + self.pq_pairs.append( + PriceQuantityUnitless( + PriceTimes1000 = int(elec_price*10 * 1000), # usd/mwh * 1000 + QuantityTimes1000 = int(min_pathcost_elec * 1000)) # kWh * 1000 = Wh + ) + else: + self.pq_pairs.append( + PriceQuantityUnitless( + PriceTimes1000 = int(elec_price*10 * 1000), # usd/mwh * 1000 + QuantityTimes1000 = int(min_pathcost_elec * 1000)) # kWh * 1000 + ) + return self.pq_pairs + + def plot(self, show=True): + # Walk along the shortest path (sp) + sp_top_temp = [] + sp_thermocline = [] + sp_hp_heat_out = [] + sp_stored_energy = [] + node_i = self.initial_node + the_end = False + while not the_end: + if node_i.next_node is None: + the_end = True + sp_hp_heat_out.append(edge_i.hp_heat_out) + else: + edge_i = [e for e in self.edges[node_i] if e.head==node_i.next_node][0] + sp_hp_heat_out.append(edge_i.hp_heat_out) + sp_top_temp.append(node_i.top_temp) + sp_thermocline.append(node_i.thermocline) + sp_stored_energy.append(node_i.energy) + node_i = node_i.next_node + sp_soc = [(x-self.bottom_node.energy) / (self.top_node.energy-self.bottom_node.energy) * 100 + for x in sp_stored_energy] + sp_time = list(range(self.params.horizon+1)) + + # Plot the shortest path + fig, ax = plt.subplots(2,1, sharex=True, figsize=(10,6)) + start = datetime.fromtimestamp(self.params.start_time).strftime('%Y-%m-%d %H:%M') + end = (datetime.fromtimestamp(self.params.start_time) + timedelta(hours=self.params.horizon)).strftime('%Y-%m-%d %H:%M') + fig.suptitle(f'From {start} to {end}\nCost: {round(self.initial_node.pathcost,2)} $', fontsize=10) + + # Top plot + ax[0].step(sp_time, sp_hp_heat_out, where='post', color='tab:blue', alpha=0.6, label='HP') + ax[0].step(sp_time[:-1], self.params.load_forecast, where='post', color='tab:red', alpha=0.6, label='Load') + ax[0].legend(loc='upper left') + ax[0].set_ylabel('Heat [kWh]') + ax[0].set_ylim([-0.5, 1.5*max(sp_hp_heat_out)]) + ax2 = ax[0].twinx() + ax2.step(sp_time[:-1], self.params.elec_price_forecast, where='post', color='gray', alpha=0.6, label='Elec price') + ax2.legend(loc='upper right') + ax2.set_ylabel('Electricity price [cts/kWh]') + m = 0 if min(self.params.elec_price_forecast)>0 else min(self.params.elec_price_forecast)-5 + ax2.set_ylim([m,max(self.params.elec_price_forecast)*1.3]) + + # Bottom plot + norm = Normalize(vmin=self.params.available_top_temps[0], vmax=self.params.available_top_temps[-1]) + cmap = matplotlib.colormaps['Reds'] + tank_top_colors = [cmap(norm(x)) for x in sp_top_temp] + tank_bottom_colors = [cmap(norm(x-self.params.delta_T(x))) for x in sp_top_temp] + sp_thermocline_reversed = [self.params.num_layers-x+1 for x in sp_thermocline] + ax[1].bar(sp_time, sp_thermocline, bottom=sp_thermocline_reversed, color=tank_top_colors, alpha=0.7) + ax[1].bar(sp_time, sp_thermocline_reversed, color=tank_bottom_colors, alpha=0.7) + ax[1].set_xlabel('Time [hours]') + ax[1].set_ylabel('Storage state') + ax[1].set_ylim([0, self.params.num_layers]) + ax[1].set_yticks([]) + if len(sp_time)>10 and len(sp_time)<50: + ax[1].set_xticks(list(range(0,len(sp_time)+1,2))) + ax3 = ax[1].twinx() + ax3.plot(sp_time, sp_soc, color='black', alpha=0.4, label='SoC') + ax3.set_ylabel('State of charge [%]') + ax3.set_ylim([-1,101]) + + # Color bar + boundaries = self.params.available_top_temps + colors = [plt.cm.Reds(i/(len(boundaries)-1)) for i in range(len(boundaries))] + cmap = ListedColormap(colors) + norm = BoundaryNorm(boundaries, cmap.N, clip=True) + sm = plt.cm.ScalarMappable(cmap=cmap, norm=norm) + cbar = plt.colorbar(sm, ax=ax, orientation='horizontal', fraction=0.06, pad=0.15, alpha=0.7) + cbar.set_ticks(self.params.available_top_temps) + cbar.set_label('Temperature [F]') + + plt.savefig('plot.png', dpi=130) + if show: + plt.show() + + def export_to_excel(self): + # Sort nodes by energy and assign an index + for time_slice in range(self.params.horizon+1): + self.nodes_by_energy = sorted(self.nodes[time_slice], key=lambda x: (x.energy, x.top_temp), reverse=True) + for n in self.nodes[time_slice]: + n.index = self.nodes_by_energy.index(n)+1 + + # Along the shortest path + electricitiy_used, heat_delivered = [], [] + node_i = self.initial_node + while node_i.next_node is not None: + losses = self.params.storage_losses_percent/100 * (node_i.energy-self.bottom_node.energy) + if self.params.load_forecast[node_i.time_slice]==0 and losses>0 and losses= prices[index_p+1]: + index_p += 1 + qs.append(quantities[index_p]) + plt.plot(qs, ps) + prices = [x.PriceTimes1000/1000 for x in pq_pairs] + plt.scatter(quantities, prices) + plt.ylabel("Price [cts/kWh]") + plt.xlabel("Quantity [kWh]") + plt.grid() + plt.savefig('plot_pq.png', dpi=130) + + # Write to Excel + os.makedirs('results', exist_ok=True) + file_path = 'result.xlsx'#os.path.join('results', f'result_{round(datetime.now(pytz.utc).timestamp())}.xlsx') + with pd.ExcelWriter(file_path, engine='openpyxl') as writer: + results_df.to_excel(writer, index=False, sheet_name='Pathcost') + results_df.to_excel(writer, index=False, sheet_name='Next node') + forecast_df.to_excel(writer, index=False, startcol=1, sheet_name='Pathcost') + forecast_df.to_excel(writer, index=False, startcol=1, sheet_name='Next node') + shortestpath_df.to_excel(writer, index=False, startcol=1, startrow=len(forecast_df)+1, sheet_name='Pathcost') + shortestpath_df.to_excel(writer, index=False, startcol=1, startrow=len(forecast_df)+1, sheet_name='Next node') + dijkstra_pathcosts_df.to_excel(writer, index=False, startrow=len(forecast_df)+len(shortestpath_df)+2, sheet_name='Pathcost') + dijkstra_nextnodes_df.to_excel(writer, index=False, startrow=len(forecast_df)+len(shortestpath_df)+2, sheet_name='Next node') + parameters_df.to_excel(writer, index=False, sheet_name='Parameters') + + # Add plot in a seperate sheet + self.plot(show=False) + plot_sheet = writer.book.create_sheet(title='Plot') + plot_sheet.add_image(Image('plot.png'), 'A1') + + # Add plot in a seperate sheet + plot2_sheet = writer.book.create_sheet(title='PQ pairs') + pqpairs_df.to_excel(writer, index=False, sheet_name='PQ pairs') + plot2_sheet.add_image(Image('plot_pq.png'), 'C1') + + # Layout + pathcost_sheet = writer.sheets['Pathcost'] + nextnode_sheet = writer.sheets['Next node'] + parameters_sheet = writer.sheets['Parameters'] + for row in pathcost_sheet['A1:A10']: + for cell in row: + cell.alignment = Alignment(horizontal='center') + cell.font = Font(bold=True) + for row in nextnode_sheet['A1:A10']: + for cell in row: + cell.alignment = Alignment(horizontal='center') + cell.font = Font(bold=True) + for row in parameters_sheet[f'B1:B{len(parameters_df)+1}']: + for cell in row: + cell.alignment = Alignment(horizontal='right') + pathcost_sheet.column_dimensions['A'].width = 15 + pathcost_sheet.column_dimensions['B'].width = 15 + pathcost_sheet.column_dimensions['C'].width = 15 + nextnode_sheet.column_dimensions['A'].width = 15 + nextnode_sheet.column_dimensions['B'].width = 15 + nextnode_sheet.column_dimensions['C'].width = 15 + parameters_sheet.column_dimensions['A'].width = 40 + parameters_sheet.column_dimensions['B'].width = 70 + pathcost_sheet.freeze_panes = 'D14' + nextnode_sheet.freeze_panes = 'D14' + + # Highlight shortest path + highlight_fill = PatternFill(start_color='72ba93', end_color='72ba93', fill_type='solid') + for row in range(len(forecast_df)+len(shortestpath_df)+2): + pathcost_sheet.cell(row=row+1, column=1).fill = highlight_fill + nextnode_sheet.cell(row=row+1, column=1).fill = highlight_fill + for row, col in highlight_positions: + pathcost_sheet.cell(row=row+1, column=col+1).fill = highlight_fill + nextnode_sheet.cell(row=row+1, column=col+1).fill = highlight_fill + + # os.remove('plot.png') + # os.remove('plot_pq.png') \ No newline at end of file diff --git a/heatpump.html b/heatpump.html new file mode 100644 index 0000000..bdceb75 --- /dev/null +++ b/heatpump.html @@ -0,0 +1,14 @@ + + + +
+
+ + \ No newline at end of file diff --git a/index.html b/index.html index 9fad334..0dc091c 100644 --- a/index.html +++ b/index.html @@ -15,6 +15,43 @@ let house_alias, password; let darkmode_tf = false; + async function downloadExcel() { + + const enddate = document.getElementById('endDatePicker').value; + const endtime = document.getElementById('endTimePicker').value; + const endtime_luxon = luxon.DateTime.fromFormat(`${enddate} ${endtime}`, 'yyyy-MM-dd HH:mm', { zone: 'America/New_York' }); + const endUnixMilliseconds = endtime_luxon.toUTC().toMillis(); + + try { + const response = await fetch('http://localhost:8000/download_excel', { + method: 'POST', + headers: { + 'Content-Type': 'application/json' + }, + body: JSON.stringify({ + house_alias: `${house_alias}`, + password: password, + time_ms: endUnixMilliseconds, + }) + }); + + if (response.ok) { + const blob = await response.blob(); + const link = document.createElement('a'); + const url = window.URL.createObjectURL(blob); + link.href = url; + link.download = 'dijkstra_result.xlsx'; + link.click(); + window.URL.revokeObjectURL(url); + } else { + alert('Failed to download the file.'); + } + } catch (error) { + console.error('Error downloading Excel file:', error); + alert('Error downloading the file.'); + } + } + async function exportCSV(event, continueOption) { event.preventDefault(); @@ -114,8 +151,8 @@ const timezone = Intl.DateTimeFormat().resolvedOptions().timeZone; try { - const response = await fetch(`https://visualizer.electricity.works/plots`, { - // const response = await fetch(`http://localhost:8000/plots`, { + //const response = await fetch(`https://visualizer.electricity.works/plots`, { + const response = await fetch(`http://localhost:8000/plots`, { method: 'POST', headers: { 'Content-Type': 'application/json' @@ -860,7 +897,7 @@

Storage




-
+

Plots


Export to CSV

@@ -967,6 +1004,8 @@

+ + diff --git a/named_types/__init__.py b/named_types/__init__.py new file mode 100644 index 0000000..5ab952f --- /dev/null +++ b/named_types/__init__.py @@ -0,0 +1,9 @@ +""" List of all the types """ + +from named_types.flo_params_house0 import FloParamsHouse0 +from named_types.price_quantity_unitless import PriceQuantityUnitless + +__all__ = [ + "FloParamsHouse0", + "PriceQuantityUnitless", +] diff --git a/named_types/flo_params_house0.py b/named_types/flo_params_house0.py new file mode 100644 index 0000000..ece4d85 --- /dev/null +++ b/named_types/flo_params_house0.py @@ -0,0 +1,49 @@ +"""Type flo.params.house0, version 000""" +import uuid +import time +from typing import List, Literal, Optional +from pydantic import BaseModel, PositiveInt, StrictInt, Field + +class FloParamsHouse0(BaseModel): + GNodeAlias: str + FloParamsUid: str = Field(default_factory=lambda: str(uuid.uuid4())) + TimezoneStr: str = "America/New_York" + StartUnixS: int + HorizonHours: PositiveInt = 48 + NumLayers: PositiveInt = 24 + # Equipment + StorageVolumeGallons: PositiveInt = 360 + StorageLossesPercent: float = 0.5 + HpMinElecKw: float = -0.5 + HpMaxElecKw: float = 11 + CopIntercept: float = 2 + CopOatCoeff: float = 0 + CopLwtCoeff: float = 0 + # Initial state + InitialTopTempF: StrictInt + InitialThermocline: StrictInt + # Forecasts + LmpForecast: Optional[List[float]] = None + DistPriceForecast: Optional[List[float]] = None + RegPriceForecast: Optional[List[float]] = None + PriceForecastUid: str + OatForecastF: Optional[List[float]] = None + WindSpeedForecastMph: Optional[List[float]] = None + WeatherUid: str + # House parameters + AlphaTimes10: StrictInt + BetaTimes100: StrictInt + GammaEx6: StrictInt + IntermediatePowerKw: float + IntermediateRswtF: StrictInt + DdPowerKw: float + DdRswtF: StrictInt + DdDeltaTF: StrictInt + MaxEwtF: StrictInt + PriceUnit: str + ParamsGeneratedS: int + TypeName: Literal["flo.params.house0"] = "flo.params.house0" + Version: Literal["000"] = "000" + + def to_dict(self): + return vars(self) \ No newline at end of file diff --git a/named_types/price_quantity_unitless.py b/named_types/price_quantity_unitless.py new file mode 100644 index 0000000..1930cc2 --- /dev/null +++ b/named_types/price_quantity_unitless.py @@ -0,0 +1,12 @@ +"""Type price.quantity.unitless, version 000""" + +from typing import Literal + +from pydantic import BaseModel, StrictInt + + +class PriceQuantityUnitless(BaseModel): + PriceTimes1000: StrictInt + QuantityTimes1000: StrictInt + TypeName: Literal["price.quantity.unitless"] = "price.quantity.unitless" + Version: Literal["000"] = "000" diff --git a/plot.png b/plot.png new file mode 100644 index 0000000..3f84383 Binary files /dev/null and b/plot.png differ diff --git a/plot_pq.png b/plot_pq.png new file mode 100644 index 0000000..588aca8 Binary files /dev/null and b/plot_pq.png differ diff --git a/plots_WIP.ipynb b/plots_WIP.ipynb index 34f42f8..039a795 100644 --- a/plots_WIP.ipynb +++ b/plots_WIP.ipynb @@ -2,14 +2,14 @@ "cells": [ { "cell_type": "code", - "execution_count": 8, + "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "1\n" + "7\n" ] } ], @@ -38,7636 +38,157 @@ "\n", "session = Session()\n", "timezone = \"America/New_York\"\n", - "start = pendulum.datetime(2024, 11, 26, 0, 0, tz=timezone)\n", - "end = pendulum.datetime(2024, 11, 27, 23, 30, tz=timezone)\n", + "start = pendulum.datetime(2024, 12, 9, 0, 0, tz=timezone)\n", + "end = pendulum.datetime(2024, 12, 9, 15, 30, tz=timezone)\n", "start_ms = int(start.timestamp() * 1000)\n", "end_ms = int(end.timestamp() * 1000)\n", "\n", - "messages = session.query(MessageSql).filter(\n", - " MessageSql.from_alias.like(f'%oak%'),\n", - " or_(\n", - " MessageSql.message_type_name == \"batched.readings\",\n", - " MessageSql.message_type_name == \"report\"\n", - " ),\n", - " MessageSql.message_id == \"27dc4a88-d5da-4731-92a9-4868c2a3885b\",\n", - " MessageSql.message_persisted_ms >= start_ms,\n", - " MessageSql.message_persisted_ms <= end_ms,\n", - ").order_by(asc(MessageSql.message_persisted_ms)).all()\n", + "# messages = session.query(MessageSql).filter(\n", + "# MessageSql.from_alias.like(f'%oak%'),\n", + "# or_(\n", + "# MessageSql.message_type_name == \"batched.readings\",\n", + "# MessageSql.message_type_name == \"report\"\n", + "# ),\n", + "# # MessageSql.message_id == \"27dc4a88-d5da-4731-92a9-4868c2a3885b\",\n", + "# MessageSql.message_persisted_ms >= start_ms,\n", + "# MessageSql.message_persisted_ms <= end_ms,\n", + "# ).order_by(asc(MessageSql.message_persisted_ms)).all()\n", + "\n", + "# snapshots = session.query(MessageSql).filter(\n", + "# MessageSql.from_alias.like(f'%oak%'),\n", + "# MessageSql.message_type_name == \"snapshot.spaceheat\",\n", + "# MessageSql.message_persisted_ms >= start_ms,\n", + "# MessageSql.message_persisted_ms <= end_ms,\n", + "# ).order_by(asc(MessageSql.message_persisted_ms)).all()\n", "\n", - "print(len(messages))" + "snapshots = session.query(MessageSql).filter(MessageSql.message_type_name == \"flo.params.house0\").all()\n", + "\n", + "# print(len(messages))\n", + "print(len(snapshots))" ] }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 57, "metadata": {}, "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "alpha = 12.0\n", + "beta = -0.22\n", + "no_power_rswt = 54.55\n", + "intermediate_rswt = 110\n", + "dd_rswt = 160\n", + "intermediate_power = 1.5\n", + "dd_power = 12.0\n", + "dd_delta_t = 20\n" + ] + }, { "data": { + "image/png": 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", "text/plain": [ - "{'MessageId': '27dc4a88-d5da-4731-92a9-4868c2a3885b',\n", - " 'FromAlias': 'hw1.isone.me.versant.keene.oak.scada',\n", - " 'MessageTypeName': 'report',\n", - " 'MessagePersistedMs': 1732708203933,\n", - " 'Payload': {'Id': '27dc4a88-d5da-4731-92a9-4868c2a3885b',\n", - " 'Version': '002',\n", - " 'TypeName': 'report',\n", - " 'StateList': [{'Version': '000',\n", - " 'TypeName': 'machine.states',\n", - " 'StateEnum': 'relay.closed.or.open',\n", - " 'StateList': ['RelayOpen'],\n", - " 'UnixMsList': [1732708198000],\n", - " 'MachineHandle': 'auto.h.relay9'},\n", - " {'Version': '000',\n", - " 'TypeName': 'machine.states',\n", - " 'StateEnum': 'aquastat.control.state',\n", - " 'StateList': ['Scada'],\n", - " 'UnixMsList': [1732708198001],\n", - " 'MachineHandle': 'auto.h.relay8'},\n", - " {'Version': '000',\n", - " 'TypeName': 'machine.states',\n", - " 'StateEnum': 'store.flow.relay',\n", - " 'StateList': ['DischargingStore'],\n", - " 'UnixMsList': [1732708198002],\n", - " 'MachineHandle': 'auto.h.relay3'},\n", - " {'Version': '000',\n", - " 'TypeName': 'machine.states',\n", - " 'StateEnum': 'heat.pump.control',\n", - " 'StateList': ['Scada'],\n", - " 'UnixMsList': [1732708198004],\n", - " 'MachineHandle': 'auto.h.relay5'},\n", - " {'Version': '000',\n", - " 'TypeName': 'machine.states',\n", - " 'StateEnum': 'relay.closed.or.open',\n", - " 'StateList': ['RelayOpen'],\n", - " 'UnixMsList': [1732708198005],\n", - " 'MachineHandle': 'auto.h.relay6'},\n", - " {'Version': '000',\n", - " 'TypeName': 'machine.states',\n", - " 'StateEnum': 'relay.closed.or.open',\n", - " 'StateList': ['RelayClosed'],\n", - " 'UnixMsList': [1732708198006],\n", - " 'MachineHandle': 'auto.h.relay2'},\n", - " {'Version': '000',\n", - " 'TypeName': 'machine.states',\n", - " 'StateEnum': 'relay.closed.or.open',\n", - " 'StateList': ['RelayClosed'],\n", - " 'UnixMsList': [1732708198007],\n", - " 'MachineHandle': 'auto.pico-cycler.relay1'},\n", - " {'Version': '000',\n", - " 'TypeName': 'machine.states',\n", - " 'StateEnum': 'pico.cycler.state',\n", - " 'StateList': ['RelayOpening'],\n", - " 'UnixMsList': [1732708198009],\n", - " 'MachineHandle': 'auto.pico-cycler'},\n", - " {'Version': '000',\n", - " 'TypeName': 'machine.states',\n", - " 'StateEnum': 'top.state',\n", - " 'StateList': ['Auto'],\n", - " 'UnixMsList': [1732708198500],\n", - " 'MachineHandle': 's'},\n", - " {'Version': '000',\n", - " 'TypeName': 'machine.states',\n", - " 'StateEnum': 'main.auto.state',\n", - " 'StateList': ['HomeAlone'],\n", - " 'UnixMsList': [1732708198500],\n", - " 'MachineHandle': 'auto'}],\n", - " 'FsmReportList': [],\n", - " 'SlotDurationS': 300,\n", - " 'FromGNodeAlias': 'hw1.isone.me.versant.keene.oak.scada',\n", - " 'SlotStartUnixS': 1732707900,\n", - " 'AboutGNodeAlias': 'hw1.isone.me.versant.keene.oak.ta',\n", - " 'MessageCreatedMs': 1732708200038,\n", - " 'ChannelReadingList': [{'Version': '002',\n", - " 'TypeName': 'channel.readings',\n", - " 'ValueList': [0],\n", - " 'ChannelName': 'vdc-relay1',\n", - " 'ScadaReadTimeUnixMsList': [1732708047269]},\n", - " {'Version': '002',\n", - " 'TypeName': 'channel.readings',\n", - " 'ValueList': [0],\n", - " 'ChannelName': 'tstat-common-relay2',\n", - " 'ScadaReadTimeUnixMsList': [1732708047269]},\n", - " {'Version': '002',\n", - " 'TypeName': 'channel.readings',\n", - " 'ValueList': [0],\n", - " 'ChannelName': 'charge-discharge-relay3',\n", - " 'ScadaReadTimeUnixMsList': [1732708047269]},\n", - " {'Version': '002',\n", - " 'TypeName': 'channel.readings',\n", - " 'ValueList': [1],\n", - " 'ChannelName': 'hp-failsafe-relay5',\n", - " 'ScadaReadTimeUnixMsList': [1732708047269]},\n", - " {'Version': '002',\n", - " 'TypeName': 'channel.readings',\n", - " 'ValueList': [1],\n", - " 'ChannelName': 'hp-scada-ops-relay6',\n", - " 'ScadaReadTimeUnixMsList': [1732708047269]},\n", - " {'Version': '002',\n", - " 'TypeName': 'channel.readings',\n", - " 'ValueList': [1],\n", - " 'ChannelName': 'aquastat-ctrl-relay8',\n", 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" ] }, - "execution_count": 9, "metadata": {}, - "output_type": "execute_result" + "output_type": "display_data" } ], "source": [ - "messages[0].to_dict()" + "snap = snapshots[0]\n", + "\n", + "alpha = snap.payload['AlphaTimes10'] / 10\n", + "beta = snap.payload['BetaTimes100'] / 100\n", + "no_power_rswt = round(-alpha/beta,2)\n", + "intermediate_rswt = snap.payload['IntermediateRswtF']\n", + "dd_rswt = snap.payload['DdRswtF']\n", + "intermediate_power = snap.payload['IntermediatePowerKw']\n", + "dd_power = snap.payload['DdPowerKw']\n", + "dd_delta_t = snap.payload['DdDeltaTF']\n", + "print(\"alpha =\", alpha)\n", + "print(\"beta =\", beta)\n", + "print(\"no_power_rswt =\", no_power_rswt)\n", + "print(\"intermediate_rswt =\", intermediate_rswt)\n", + "print(\"dd_rswt =\", dd_rswt)\n", + "print(\"intermediate_power =\", intermediate_power)\n", + "print(\"dd_power =\", dd_power)\n", + "print(\"dd_delta_t =\", dd_delta_t)\n", + "\n", + "x_rswt = np.array([no_power_rswt, intermediate_rswt, dd_rswt])\n", + "y_hpower = np.array([0, intermediate_power, dd_power])\n", + "A = np.vstack([x_rswt**2, x_rswt, np.ones_like(x_rswt)]).T\n", + "quadratic_coefficients = [float(x) for x in np.linalg.solve(A, y_hpower)]\n", + "\n", + "r0, r1 = [], []\n", + "r00, r11 = [], []\n", + "for rwt in range(100,190):\n", + " a, b, c = quadratic_coefficients\n", + " aa = -dd_delta_t/dd_power * a\n", + " bb = 1-dd_delta_t/dd_power * b\n", + " cc = -dd_delta_t/dd_power * c\n", + " delta_t_inverse = (-bb/(2*aa) - ((rwt-bb**2/(4*aa)+bb**2/(2*aa)-cc)/aa)**0.5 - rwt)\n", + " if isinstance(delta_t_inverse, (float,int)):\n", + " r0.append(rwt)\n", + " r1.append(delta_t_inverse)\n", + " else:\n", + " r00.append(rwt)\n", + " r11.append(r1[-1])\n", + "\n", + "plt.plot(r0,r1)\n", + "plt.plot(r00,r11)\n", + "plt.xlabel('Return Water Temperature [F]')\n", + "plt.ylabel('Inverse Delta T [F]')\n", + "plt.show()" ] }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 40, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "def delivered_heating_power(swt):\n", + " a, b, c = quadratic_coefficients\n", + " d = a*swt**2 + b*swt + c\n", + " return d if d>0 else 0\n", + "\n", + "swts = range(80,190)\n", + "hps = [delivered_heating_power(x) for x in swts]\n", + "plt.plot(swts, hps)\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -7694,20 +215,36 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "for snapshot in snapshots[:2]:\n", + " for snap in snapshot.payload['LatestReadingList']:\n", + " if snap['ChannelName'] in channels:\n", + " print(snap)\n", + " channels[snap['ChannelName']]['times'].append(snap['Value'])\n", + " channels[snap['ChannelName']]['values'].append(snap['ChannelName'])\n", + " print(snap['ChannelName']) \n", + " print(snap['Value'])" + ] + }, + { + "cell_type": "code", + "execution_count": null, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "817\n", - "817\n" + "530\n", + "530\n" ] }, { "data": { - "image/png": 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", + "image/png": 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" ] @@ -7727,19 +264,19 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": null, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "[0, 0, 0, 0, 0]\n" + "[0, 0, 221, 221, 361]\n" ] }, { "data": { - "image/png": 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", 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", 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" ] @@ -7757,7 +294,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -7774,7 +311,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -7791,7 +328,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -7801,7 +338,7 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -7832,7 +369,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -7845,7 +382,7 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -7950,12 +487,12 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": null, "metadata": {}, "outputs": [ { "data": { - "image/png": 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nnnuUnJys+Ph4TZkyxW//G2+8oXvvvVetWrVSdHS0/vnPf2rRokXauXNnpeKJi4vT3//+d9ntdkVGRlY7TjQc3MlRBYbdrhYzZ9Tp+Spr+vTpuuWWW/yPP2R+5K5du/oGGKqufv366c0339SGDRvkcDiUkpKipk2bas2aNSooKNDy5ct19dVXH9c5AAAAgIbEbrHrybQn6/R8lVWT1wkZGRlKTk6Wvdx1Stu2bfXmm29WOp5D7dy5U61bt/atl39dds42bdr41pOTk+VwOJSRkVGpeFq0aCGLhb/thxKKHFVgGEatPD7SkPTr10+33XabPvroI9+4G+Hh4erevbv+9a9/6cCBA+rTp0+AowQAAADqjmEYtfL4SH3TsmVL7dy5U263WzabTZK0ZcsWtWzZUpIUHR2tgoICX/v8/Hzl5OT41isqNiQnJ2vr1q3q1auXJGnbtm2HnXPLli2+/ZmZmXI6nWrZsqXcbvdR4znSORHcyDiOyO12q6ioyLe4XC517dpV8fHxeuKJJ/ymju3bt68effRR9ejRQ7GxsYELGgAAAECtOP3005WYmKj7779fTqdT69ev1zPPPKPRo0dLkk499VStXLlSv/32m4qKinTPPff43TWSmJiorVu3+o2NMWLECP3jH//Qzp07lZ2drQceeMDvnKNGjdIjjzyi7du3Ky8vT5MmTdKAAQOUnJx8zHgQmihy4Iguv/xyRURE+JaBAwfKMAylpaUpMzPTbwaVvn37KjMzs0pjfAAAAABoOGw2m+bNm6dVq1YpKSlJQ4YM0aRJk3yDfPbv31/XX3+9zjzzTLVv315du3ZVTEyM7/jLLrtMsbGxatq0qW9skHvvvVc9e/ZUly5d1L1798NmZ5k8ebIGDRqk3r17q02bNnK73b7HUY4VD0KTYdbm/EMNREZGhlJSUrR9+3a/W5uKioqUnp6u1NRUhYeHBzDC0ML3HQAAAPUZv6+iPjvSz+eRrnuDDXdyAAAAAACAoECRAwAAAAAABAWKHAAAAAAAIChQ5AAAAAAAAEGBIgcAAAAAAAgKFDkAAAAAAEBQoMgBAAAAAACCAkUOAAAAAAAQFAJa5Jg+fbpOO+00xcTEqFmzZho6dKh+//13vzZFRUUaP368GjdurOjoaA0bNky7d+/2a7Nt2zb95S9/UWRkpJo1a6Y77rhDxcXFdflWAAAAACDoRUdHa926ddU6Njs7W4ZhaMuWLTUbFFBOQIscy5Yt0/jx4/XNN99o0aJFcrvdGjhwoPLz831tbr31Vn388cd65513tGzZMu3cuVOXXHKJb7/H49Ff/vIXuVwuff3113rttdc0a9Ys3X///YF4SwGRlpamGTNmHLbdMAytXr1akjRr1ixZrVZFR0crJiZGHTp00MyZM4/YZ5s2bRQREaHo6Gjf0qNHD0nSBRdcoLvvvtuvfcuWLZWWlua37dJLL9XEiRPVuXNnXx82m012u9233rlz5+N67wAAAAAqVhvXCXl5eeratWstRQwcv7BAnnz+/Pl+67NmzVKzZs20atUq9enTRwcPHtS///1vzZ49W/3795ckvfrqqzrppJP0zTff6IwzztDChQv1yy+/6PPPP1diYqK6d++uBx98UHfddZemTp0qu90eiLdWL3Xt2tX3j9myZct03nnnqVOnTjr33HMrbP/2229r6NChh23v16+f3nnnHd/6hg0bZLPZtHbtWhUVFSk8PFymaWrZsmX617/+pWeeecbXdsyYMYqPj6/wH1sAAAAAda+q1wn1kdvtls1mC3QYqAcCWuQ41MGDByVJCQkJkqRVq1bJ7XZrwIABvjYdO3ZUq1attHLlSp1xxhlauXKlunbtqsTERF+bQYMG6cYbb9TPP/+sU0455bDzOJ1OOZ1O33pubq6kkrtCPB6Pb7vH45Fpmr7tpmnKVeyt2Td9FPYwiwzDOGY70zTl9Xr9Yi9TFrvX6/WtS9LZZ5+tzp07a/Xq1b4C0qGO1GefPn109913Kzs7WzExMfriiy/Uv39/paena8WKFerXr5/WrVunrKwsnX322X59mKbp+54eyaHfdwAAAKA+Oez3VdOUvM5jH1hTLA4pQNcJYWFh+uGHH9S9e3dNmzZNP/74o1q3bq233npLsbGxevTRR3X55ZdLKrnumjRpkv73v/8pLi5OkydP9ju32+3WlClT9Pbbb6uwsFD9+vXT008/raZNm0qSNm7cqIkTJ+qHH35Qo0aNNH78eN18882SpNdee01PP/20LrzwQr388ss688wz/f4QG8qOdD0VKtdW9abI4fV6dcstt+iss85Sly5dJEmZmZmy2+2Kj4/3a5uYmKjMzExfm/IFjrL9ZfsqMn36dE2bNu2w7enp6SosLPSLyel0auvWrbJYLHIVe/Xw0t2HHVdb/p6WKHvYsZ8oKiws1N69e7Vhw4bD9m3btk1RUVHavXu3nE6nNmzYINM09d1332n9+vWaOHFihce53W7t3Lmzwn1RUVGKjIzU//73P/Xp00fz5s3T//3f/ykyMlLvv/++WrZsqXfffVcdO3ZUVlaWsrKyfMfm5OTINM0K+y1z6PcdAAAAqE8O/X3V8DrVYvMtdXb+HW1nyLQ4jtmuNq4Tyh+7f/9+LVy4UI8++qi++uorffzxx7rmmmt0wgknKCoqSk8//bSWLVumDz74QOHh4br99tslSVu2bJHb7dZzzz2nBQsWaNasWYqLi9N9992nYcOG6d///reKi4s1ZMgQ9evXT48//ri2bNmia6+9Vl6vVxdccIF2796t9evXq0+fPlq4cKE8Hs9RrzFCyZGup450fRxs6k2RY/z48Vq/fr1WrFhR6+eaPHmyJk2a5FvfsWOHOnXqpNTUVLVs2dK3vaioSFu3blXr1q0VHh4up9ujqO/zaj2+Mu3bt5fDZj1mu4iICM2YMUMvvPDCYftatWqlDh06KDExUX/88YfOOOMMWSwWtWjRQk899ZRGjRpVYZ82m0133XWX3y1fl1xyiV5++WVJJc/3/fHHHxo3bpx++uknPfPMM9q8ebOmTJmiDh066JdfftGgQYPUoUMHv35jY2MVHx9/2PbyDv2+AwAAAPXJYb+veopk2RNVZ+dv3769ZD3278m1cZ1Q/tiEhASdcsopuummmyRJJ554oqZMmSKPx6MOHTpowYIFevjhh3XWWWdJkv7xj3/orLPOUps2bdSmTRvNnz9fDzzwgPr27StJeumll9SqVStFRUUpPT1dWVlZevbZZ2W329WlSxfddNNNWrBggW699VYlJiYqLi5OTz75JH8YPcSRrqciIiICGFXdqRdFjgkTJmjevHlavny5X5EhKSlJLpdL2dnZfndz7N69W0lJSb423333nV9/ZbOvlLU5lMPhkMPxZ+UzJydHkmS1WmW1/llUsFqtMgzDtz3CYtHzo3oc35utAkclH1cxDEPTp0/XLbfcctj2stgtFovfs3aV8dZbb1U4Jock9e/fX2+++aY2b94sh8OhNm3aKCkpSWvXrpXT6dSXX36psWPH+n0/y2Iqi+tIDv2+AwAAAPXJYb+vWiKl/3u37s5fycdVaus6ofyxzZs39/udPSIiQgUFBbJardq5c6dSU1N9+9u2bet3fEZGhtq2bevbn5KSIofDoV27dmnXrl1KTk72uzBv3769Zs+e7Tt3ixYtGIejAke6ngqVa6uAlrxM09SECRP0/vvv64svvlBqaqrf/h49eshms2nx4sW+bb///ru2bdum3r17S5J69+6tdevWac+ePb42ixYtUmxsrDp16lSj8RqGoXCbtc6WyhQ4AqVfv3766aef9NFHH/kqr+Hh4erevbv+9a9/6cCBA+rTp0+AowQAAADqgGGU3FlRV0s9vk4oLzk5WVu3bvWtb9u2zW9/y5Yt/aaTzczMlNPpVMuWLdWyZUvt3LlTbrfbt3/Lli1+fxTnDg5UJKA/FePHj9ebb76p2bNnKyYmRpmZmcrMzPSNixEXF6dx48Zp0qRJWrJkiVatWqWrr75avXv31hlnnCFJGjhwoDp16qS//vWvWrNmjRYsWKB7771X48eP97tbAzWra9euio+P1xNPPOE3dWzfvn316KOPqkePHoqNjQ1cgAAAAAACasSIEfrHP/6hnTt3Kjs7Ww888IDf/lGjRumRRx7R9u3blZeXp0mTJmnAgAFKTk7W6aefrsTERN1///1yOp1av369nnnmGY0ePTpA7wYNRUCLHC+88IIOHjyotLQ0NW/e3LfMmTPH1+app57SBRdcoGHDhqlPnz5KSkrS3LlzffutVqvmzZsnq9Wq3r17a9SoUbrqqqsO+wCh6kaMGKHo6GjfUv7xH8MwlJaWpszMTN+dHFJJkSMzM1P9+vULRMgAAAAA6ol7771XPXv2VJcuXdS9e/fDHoWfPHmyBg0apN69e6tNmzZyu9168803JZWMEThv3jytWrVKSUlJGjJkiCZNmqQrr7wyAO8EDYlhmqYZ6CACLSMjQykpKdq+ffthA4+mp6crNTWVATDrEN93AAAA1Gf8vor67Eg/n0e67j2S6dOna+7cufrtt98UERGhM888U48++qhOPPFEX5u0tDQtW7bM77jrr79eL774Ys29oSriISYAAAAAAOBn2bJlGj9+vL755hstWrRIbrdbAwcOVH5+vl+7a6+91jdY7K5du/TYY48FKOIS9WJ2FQAAAAAAUH/Mnz/fb33WrFlq1qyZVq1a5TfJRGRk5BFnNg0E7uQAAAAAACBE5ObmKicnx7c4nc5KHXfw4EFJUkJCgt/2t956S02aNFGXLl00efJkFRQU1HjMVcGdHAAAAAAAhIhOnTr5rU+ZMkVTp0496jFer1e33HKLzjrrLHXp0sW3/corr1Tr1q2VnJystWvX6q677tLvv//uN1lIXaPIUQmMzVq3+H4DAAAAQO345Zdf1KJFC9+6w+E45jHjx4/X+vXrtWLFCr/t1113ne91165d1bx5c51zzjnatGmT2rVrV3NBVwGPqxyFzWaTpIDfbhNqyr7fZd9/AAAAAEDNiImJUWxsrG85VpFjwoQJmjdvnpYsWXLMWVl69eolSdq4cWONxVtV3MlxFFarVfHx8dqzZ4+kkgFVDMMIcFTByzRNFRQUaM+ePYqPj5fVag10SAAAAAAQkkzT1MSJE/X+++9r6dKlSk1NPeYxq1evliQ1b968lqM7Moocx1A2SmxZoQO1Lz4+vl6NzgsAAAAAoWb8+PGaPXu2PvzwQ8XExCgzM1OSFBcXp4iICG3atEmzZ8/W+eefr8aNG2vt2rW69dZb1adPH3Xr1i1gcVPkOAbDMNS8eXM1a9ZMbrc70OEEPZvNxh0cAAAAQAA88sgjWrdund5+++1Ah4J64IUXXpAkpaWl+W1/9dVXNWbMGNntdn3++eeaMWOG8vPzlZKSomHDhunee+8NQLR/oshRSVarlYtvAAAAAA1GWlqaVq5cKZvNJrvdrm7duunJJ59Ujx49Kmx/zz331HGEoWP9+vW67bbbtGrVKmVlZenAgQOKj4/3a/PSSy/p4YcfVlZWltLS0vTKK6/4PfZxrP017VgTQqSkpGjZsmW1dv7qYuBRAAAAAAhSjz76qPLy8rRz506dcsopuuiiiypsV9d3rYfaXfI2m02XX365Zs2aVeH+L774QnfddZfeeecd7dmzR4mJiRo5cmSl9+NPFDkAAAAAIMiFh4dr3Lhx2rFjh7KysjRmzBiNGzdOl19+uWJjY/Xiiy9q6tSpGjp0qO8YwzD07LPPqlOnToqKitJf//pXHThwQFdccYViY2N1yimn6LfffvO1/+c//6kOHTooJiZG7dq107PPPuvbt2XLFhmGoVdffVXt27dXy5Ytdeutt2rMmDF+cf7jH//Q4MGDK3wPY8aM0dixYzV06FBFR0erW7duflOatmnTRh988IFv/YMPPlCbNm389k+fPl2nnXaaoqKiNHjwYO3fv19/+9vfFB8frw4dOujrr7/2tU9LS9Mdd9yhtLQ0xcTEqHfv3vr1118rjG379u1q0qSJFi1aJElyuVw69dRTNW3aNEnSiSeeqHHjxqlLly4VHv/qq69q1KhR6tWrl6KiojR9+nQtW7ZMmzdvrtR+/IkiBwAAAAAcB9M0VVxUXGfLsR4jqEhBQYFeeeUVtW7dWo0bN5Ykvf322xo3bpyys7M1bty4Co/78MMPtWLFCm3YsEELFy5U3759NXHiRO3fv1/du3fXnXfe6WvbunVrffHFF8rJydErr7yiO+64Q1999ZVffx999JF++OEHpaena9y4cXrvvfeUl5fn2z9r1iyNHTv2iO9j9uzZvpj/9re/aciQIcrOzq7092HOnDmaO3eudu7cqe3bt+uMM87QgAEDlJWVpSuvvFI33HCDX/t///vfmj59urKystS/f39ddNFFKi4uPqzflJQUvfTSS7rqqqu0Z88e3XXXXYqJian0+BRr165V9+7dfeuJiYlKSkrSunXrKrUff2JMDgAAAAA4Dh6nR+9c9k6dne+ydy5TWHjlLuUmT56sqVOnKjw8XN27d9dHH33k2zdw4EANGjRIkhQZGVnh8bfffrsSEhIkSX379pXVatXZZ59dEsdll+m6667ztR02bJjvdb9+/TRo0CAtXbpUZ511lm/7lClTfGNRdOnSRZ06ddK7776rMWPGaOXKldq7d6+GDBlyxPfTv39/XXjhhZKkG264QTNnztS8efM0atSoSn0/brzxRqWkpEiSzj//fH355Ze65JJLJElXXHGFHnzwQblcLtntdknS8OHD1bt3b0nS1KlT9eyzz+qbb77xfQ/KGzZsmBYuXKgBAwZox44dWr16daXHdczLyztsjI74+Hjl5uZWaj/+xJ0cAAAAABCkpk+fruzsbGVmZmr+/Pl+U3u2atXqmMcnJib6XkdGRh62Xv4ujLfeekunnnqqEhISFB8fr08//VT79u3z6+/Qc44dO9Y3TsWsWbM0cuRIORyOI8bTunXrw9Z37NhxzPdR2fdjmqYKCgoqPJ/NZlPz5s2Per6//e1vWrduna688kpfMaUyoqOjdfDgQb9tBw8eVExMTKX240/cyQEAAAAAx8HqsOqydy6r0/PVBIul5v7mvW3bNo0ePVrz589XWlqawsLCNHTo0MMerTn0nCNGjNBtt92mX375RXPmzNGSJUuOep6tW7cedt4WLVpIKikElC9Q7Nq163je0mHnc7vd2rVrl+98h3K5XBo7dqxGjx6t119/XWPGjDniTDaH6tatm1avXu1b37Nnj3bt2qWuXbtWaj/+xJ0cAAAAAHAcDMNQWHhYnS2GYQT6LR8mLy9PpmmqWbNmslgs+vTTT7Vw4cJjHhcbG6thw4bpyiuvVGpqqk455ZSjtv/iiy/0ySefqLi4WC+//LJ27dqlv/zlL5KkU089VW+//baKioq0efNmPffcc8f9vubMmaNvv/1WLpdLDzzwgJo2baozzjijwrZ33323oqOj9Z///EcPP/ywRowY4bvTxTRNFRUVyel0SpKcTqeKiop8RaCrr75ab775pr777jsVFBTonnvuUd++fdW2bdtK7cefKHIAAAAAAI5Lp06d9Pe//139+/dX48aNNWfOnKOOrVHeuHHjtGbNGl199dXHbHvllVfq5ZdfVnx8vJ5++ml9+OGHatSokSTpoYceUnZ2tpo2baorr7xSV1111XG9J6nkcZq77rpLCQkJWrRokT744AOFhR3+QMT8+fP12muv6c0335TFYtGECRN00kknaeLEiZJK7giJiIhQx44dJUlJSUmKiIjw3SnSv39/TZ8+XZdccomaNm2qnTt36q233vL1f6z9+JNhVmdo3iCTkZGhlJQUbd++XS1btgx0OAAAAADqsaKiIqWnpys1NVXh4eGBDqfB27Ztmzp06KCdO3f6Zn6pyJgxYxQfH68ZM2bUSVxpaWkaOnSobrnlljo5X0050s9nqFz3cicHAAAAACAgPB6PHn30UV1++eVHLXAAlcXAowAAAACAOpeenq4uXbooNTVVn376aaDDQZCgyAEAAAAAqHOpqanKz8+vdPuyqWbrytKlS+v0fKgZPK4CAAAAAACCAkUOAAAAAKgG5nBAfRTqP5cUOQAAAACgCqxWqyTJ5XIFOBLgcAUFBZIkm80W4EgCgzE5AAAAAKAKwsLCFBkZqb1798pms8li4W/HCDzTNFVQUKA9e/YoPj7eV4wLNRQ5AAAAAKAKDMNQ8+bNlZ6erq1btwY6HMBPfHy8kpKSAh1GwFDkAAAAAIAqstvt6tChA4+soF6x2WwhewdHGYocAAAAAFANFotF4eHhgQ4DQDk8PAYAAAAAAIICRQ4AAAAAABAUKHIAAAAAAICgQJEDAAAAAAAEBYocAAAAAAAgKFDkAAAAAAAAQYEiBwAAAAAACAoUOQAAAAAAQFCgyAEAAAAAAIICRQ4AAAAAABAUwirT6KOPPqpyx+eee64iIiKqfBwAAAAAAEB1VKrIMXTo0Cp1ahiGNmzYoLZt21YnJgAAAAAAgCqr9OMqmZmZ8nq9lVoiIyNrM2YAAAAAAIDDVKrIMXr06Co9ejJq1CjFxsZWOygAAAAAAICqqtTjKq+++mqVOn3hhReqFQwAAAAAAEB1Vfpxlc2bN8s0zdqMBQAAAAAA1APTp0/XaaedppiYGDVr1kxDhw7V77//7temqKhI48ePV+PGjRUdHa1hw4Zp9+7dAYq4RKWLHB06dNDevXt961dccUXAgwcAAAAAADVv2bJlGj9+vL755hstWrRIbrdbAwcOVH5+vq/Nrbfeqo8//ljvvPOOli1bpp07d+qSSy4JYNSSYVby9gyLxaLMzEw1a9ZMkhQTE6M1a9YExQwqGRkZSklJ0fbt29WyZctAhwMAAAAAQI063uvevXv3qlmzZlq2bJn69OmjgwcPqmnTppo9e7YuvfRSSdJvv/2mk046SStXrtQZZ5xR02+hUip9JwcAAAAAAGjYcnNzlZOT41ucTmeljjt48KAkKSEhQZK0atUqud1uDRgwwNemY8eOatWqlVauXFnzgVdSpYschmHIMIzDth2P5cuX68ILL1RycrIMw9AHH3zgt3/MmDG+85Yt5513nl+b/fv3a+TIkYqNjVV8fLzGjRunvLy844oLAAAAAIBg1KlTJ8XFxfmW6dOnH/MYr9erW265RWeddZa6dOkiScrMzJTdbld8fLxf28TERGVmZtZG6JVSqdlVJMk0TY0ZM0YOh0NSyQAjN9xwg6KiovzazZ07t9Inz8/P18knn6yxY8ce8bmd8847z292l7Lzlxk5cqR27drle0bo6quv1nXXXafZs2dXOg4AAAAAAELBL7/8ohYtWvjWD73Grsj48eO1fv16rVixojZDqxGVLnKMHj3ab33UqFHHffLBgwdr8ODBR23jcDiUlJRU4b5ff/1V8+fP1/fff6+ePXtKkp555hmdf/75euKJJ5ScnHzcMQIAAAAAECxiYmIUGxtb6fYTJkzQvHnztHz5cr+xPJKSkuRyuZSdne13N8fu3buPeA1fFypd5Ch/N0VdWrp0qZo1a6ZGjRqpf//+euihh9S4cWNJ0sqVKxUfH+8rcEjSgAEDZLFY9O233+riiy+usE+n0+n33FFubq4kyePxyOPx1OK7AQAAAACg7lX1Wtc0TU2cOFHvv/++li5dqtTUVL/9PXr0kM1m0+LFizVs2DBJ0u+//65t27apd+/eNRZ3VVW6yBEI5513ni655BKlpqZq06ZNuueeezR48GCtXLlSVqvVb7aXMmFhYUpISDjqM0DTp0/XtGnTDtuenp6uwsLCGn8fAAAAAAAEUlXHyRg/frxmz56tDz/8UDExMb7j4+LiFBERobi4OI0bN06TJk1SQkKCYmNjNXHiRPXu3TtgM6tIlSxyXHLJJZo1a1alb2kZOXKknnrqqcMKEFU1fPhw3+uuXbuqW7duateunZYuXapzzjmn2v1OnjxZkyZN8q3v2LFDnTp1UmpqKlPIAgAAAACCTkRERJXav/DCC5KktLQ0v+2vvvqqxowZI0l66qmnZLFYNGzYMDmdTg0aNEjPP/98TYRbbZUqcnz44Yfau3dvpTo0TVMff/yxHnzwweMuchyqbdu2atKkiTZu3KhzzjlHSUlJ2rNnj1+b4uJi7d+//6jPADkcDr/BVXJyciRJVqtVVqu1RmMGAAAAACDQqnqta5rmMduEh4frueee03PPPVfdsGpcpYocpmnqhBNOqO1YjikjI0NZWVlq3ry5JKl3797Kzs7WqlWr1KNHD0nSF198Ia/Xq169egUyVAAAAAAAUE7ZDQZVUZVBUqVKFjmWLFlS5UDKT0lzJHl5edq4caNvPT09XatXr1ZCQoISEhI0bdo0DRs2TElJSdq0aZPuvPNOtW/fXoMGDZIknXTSSTrvvPN07bXX6sUXX5Tb7daECRM0fPhwZlYBAAAAAKAeiY+Pl2EYlW5vGIb++OMPtW3bttLHVKrI0bdv30p3WBU//PCD+vXr51svGydj9OjReuGFF7R27Vq99tprys7OVnJysgYOHKgHH3zQ71GTt956SxMmTNA555zjexbo6aefrpV4AQAAAABA9b377rtKSEg4ZjvTNHX++edXuf+Azq6SlpZ21Od8FixYcMw+EhISNHv27JoMCwAAAAAA1LDWrVurT58+aty4caXat23bVjabrUrnqNdTyAIAAAAAgOCQnp5epfbr16+v8jksVT4CAAAAAACgGqpa6KgqihxBqjLT/QAAAAAAUJfatWun1NRUjR07Vm+88YYyMjJqtP9qPa5SXFyspUuXatOmTbryyisVExOjnTt3KjY2VtHR0TUaICrP63KpaP16FaxapaL1P0umKUtUlCzR0bJER8kaFfXnelR0yeuoKFmjy7ZFyQgPr9JotwAAAAAAVNYXX3yhpUuXaunSpXr77bflcrnUtm1b9e/fX/369VO/fv2UmJhY7f6rXOTYunWrzjvvPG3btk1Op1PnnnuuYmJi9Oijj8rpdOrFF1+sdjCoGq/TKff27XJt3Srn5s0qWrdepsvl18bjcslz4IAk6SN7KzX2bldXzwHFmu6KOw2z+ooh1vh4Rfc/RxFdOtf2WwEAAAAAhIC0tDSlpaVJkoqKivT111/7ih6vvfaa3G63OnbsqJ9//rla/Ve5yHHzzTerZ8+eWrNmjd+IqBdffLGuvfbaagWBystfuVJFv/8u19atKs7cLR3yWIq1cYIie/RU5KmnyBIVJU9enrz5Bdq/P0fff5ctr8ejTz3FSrUU6WTl6GR3liIKcuXNy5PpdkvFHnkO5shzMEfunbtU9Muviuh+suIvvVRhTZoE6F0DAAAAAIJNeHi4+vfvr7PPPlv9+vXTZ599ppdeekm//fZbtfuscpHjyy+/1Ndffy273e63vU2bNtqxY0e1A0HlFPywSkXlKlrW+HjZW7eSrVUrRXTuLFvr1n6Pm4Q1bSpJincW68rG+/TD1gPatCdPGZIyJM23GDo5JV5ntmusLs0iZRQWyJuXJ29+vgrXrVPekqUqXL1GRT//rJgBAxSdliZrXFwdv2sAAAAAQLBwuVz65ptvtGTJEi1dulTffvutUlJS1KdPHz377LPq27dvtfuucpHD6/XK4/Ectj0jI0MxMTHVDgSVE3n66bKnpsreupXsrVpVuuAQ5QjTwM5JGtg5SfvzXfp+y359szlL27IK9OPWA/px6wE1iw3XBd2a64y2LWW3GArv2FHRZ56pA/97R87ff1fOZ/OVM3+BHCecoMhTT1FEj56yRkfV8jsGAAAAAASL/v3769tvv1Vqaqr69u2r66+/XrNnz1bz5s1rpH/DrOI0HFdccYXi4uL0r3/9SzExMVq7dq2aNm2qiy66SK1atdKrr75aI4HVpYyMDKWkpGj79u1q2bJloMOpU9v3F2jlpiyt2LhP+c5iSVJcpE2ntmqkHq0b6YTEGFkMqWjNGuUsWChXuel+DJtNkb16KaZfmmwtWgToHQAAAAAAjqW+XPfabDY1b95cQ4cOVVpamvr27es3FMbxqnKRY/v27TrvvPNkmqY2bNignj17asOGDWrSpImWL1+uZs2a1VhwdaW+JDuQitweLfltjxb8nKncomLf9ihHmE5tFa/TUhPUMSlW5oH9KvjxRxV8+53c5ab6sbdtq6izzlRkz56yOByBeAsAAAAAgCOoL9e9+fn5+vLLL7V06VItWbJEq1ev1gknnKC+ffv6ih5NS4ddqI4qFzmkkilk58yZozVr1igvL0+nnnqqRo4cqYiIiGoHEkj1Jdn1gdvj1a+7crRq6wH9tC3bd3eHJMWEh6lHmwT1Sk1Q+6ZRcm/apNwvlqhwzRrJ65UkGeHhijqjl6L79JEtOTlQbwMAAAAAUE59ve7Nzc3VihUrfONzrFmzRh06dND69eur1V+VihxlU7nMmzdPJ510UrVOWB/V12QHmsdr6vfMXH2/Zb9WbT3gV/BoFGXX6W0S1CExWi1sHjlW/6CCr79W8d69vjaO9u0UeUbvkpleIiMD8RYAAAAAAKq/171er1fff/+9lixZoiVLlmjFihUqKiqqcCzQyqjynRwtWrTQ559/TpEjxBR7vPp1V66+27JfP247oCKX/w9chN2qlEYRSnLlqHH6b0rasFbNPAUyVDJ2R3iXLrK3aVMyYGpKiixRDFgKAAAAAHWlvlz3er1e/fDDD77HVb766ivl5+erRYsW6tevn29p3bp1tfqvcpHjkUce0R9//KFXXnlFYWFVnpylXqovyW4oXMVerdtxUKu3Z2tbVr52HSySx+v/Y2S63YovyNaJ+9J1UtYWpXjzFaY/21ibNJa9VWvZW7eWo0MH2VulyAiSnycAAAAAqG/qy3VvbGys8vPzlZSU5CtopKWlqV27djXSf5WLHBdffLEWL16s6Ohode3aVVGH/EV+7ty5NRJYXaovyW6oij1e7TpYpO37C7Rtf4G2HyjQxj15KvaYMiWZhQUy8vPVxJWrpLx9apq7T829hUryFijWdJfc7eFwyN42VeEnnCDHiSfK3qaNDIsl0G8NAAAAAIJCfbnufemll9SvXz+dcMIJtdJ/lf90Hh8fr2HDhtVGLGigwqwWpSREKiUhUmeWbitye/TzzoP6aVu21mSEqSAiUllqqiy1lenxyFtYKG9hoRyF+UrIzVKCK1eNN+aq8Yav1OTjL9QkwqqmnTsqslsXOdq3lxEeXlL0sNlkGEZA3y8AAAAAoHquv/56SdKSJUvUr1+/Cts899xzGj9+fLX6r9bsKsGmvlS0gpVpmsrKdynjQKEyDhT4vmYedMo0S+/2KCqSNz9P3rx8efPzZHq8spseNTJdspsehclUmLyymqashimbxVCYRQozDIVZyi8lRZcwi6Ewq0U2q0Vh1rLX1pLXYVbZrBZZrRbZbGGyhVkUZrXKZrOWvA4Lk81mlSUsTIY1TEaYVbJaZYSFybBapbJtFouMMJsMq6Vkmy2spBBT2s6wWn2vZbVSnAEAAAAQMPXturdRo0b6/PPP1aNHD7/tM2fO1H333aecnJxq9csgCKh1hmGoSbRDTaId6p4S79vuKvZqd06R9uY5tSfHqT25RSVfcwq1d0+2PLm52pOTI9PprLhjs3TxVjaSqh1gkSmrWVJcCZOpMNMrq0yFyZTV9PoKL2EyZTM9ijHdijPdijNdivO6FGe6FGu6ZS87n9UqS2Sk7K1ayd6mdelArK1ljY2t7BsAAAAAgKDw+OOPa/DgwVq+fLk6duwoSXryySf1wAMP6JNPPql2v1UucqSmph71L9KbN2+udjAILfawPx9zOZTb41VWnktZ+U653B553MVyu4vldntKvhaXfC0u9qjY41Wxu1juYq/cxR4VF3vk9nhL9nlNud0eFXu9KvaYJW29Xrk9Zsm616tir1m6lNx1onKL1zTlLF3Kbz+0XYXbS0WaxYo1XYr3uhTvdKnF77vV8td0NfMWlhRMGjWSrXmSrHFxssTFyRoXJ2tcvKzxpa9jY2XYbHWZGgAAAACoVddcc43279+vAQMGaMWKFZozZ44eeeQRffrppzrrrLOq3W+Vixy33HKL37rb7dZPP/2k+fPn64477qh2IEB5NqtFSXHhSooLr7NzmqYpT2nBw+0pKYq4vd6SbZ7SbeX2+QonXlNFbo+yC9w6UOAqWfJd2p/vksvtkdc0lW2aOmCaktutVaXjkRgF+UoszFaL/Hwl/5GlBHOHYky3Yr1uRalY5UuJlqgoWePjS4oejRoprEljhTVpImvjJgpr0liWmBgehwEAAADQoNx5553KyspSz5495fF4tGDBAp1xxhnH1WeVixw333xzhdufe+45/fDDD8cVDBBIhmGUjt8hhdusx92faZoqdHu0P9+lA/luZRe6tCu7SNv2F2hLVr4KXR5leb3aW1ion1wumcXFktst0+2WUexWdHGRopz5ivG4FOt2K2aPWzG79ynW3KkY060Y061o0y2bTBl2u6yNExTWpInCmjSVrXmSbM2bK6x5sqzRUccOFgAAAABq2dNPP33YthYtWigyMlJ9+vTRd999p++++06SdNNNN1XrHDU28OjmzZvVvXv3ag8OEkj1bQAWBD/TNLUvz6Vt+/O1Natk6t0D+S4dLHQrz1nse9rFlCSPR2Zp8cMsLpbpcpUsbrdMl0t2V5GiTbeizGK/r9FmsaJMt2Ki7GrUrLEaNW+m2CZxsoWHy3A4ZNgdsoQ7Sl47wmVx2EtmsbHbSxbuDEEDZ5bePeV1uWW6XX9+dg5ZPE6nnIUuFbncKjINeU3JsFhkSLKUfjUshiyGIcMiWQyLZJSsy5CsFkMyDBml2wzDkMVqlB5nUcluiwzDkFHa1reo7HVJofXwfaXby6bUPnS73z5L6Zej9HPYOY7Rj1SyvbSNURbDIQv/XgAAUP/Vh+ve1NTUSrUzDKPaQ2HU2MCj7777rhISEmqqOyCoGYahpjEONY1xqEdr/89Nscer3KJiZRe6dbD8UuBSdoFbOUVuZReUbPN4TZmmV3kut3LLLuKcLnmdTplFRTLdbskjaZekXXmS8mQ3PQqXRw7TK7s8spteOUyPHPIo3PTIIW/JYjUUbrcqPMyqcEeYwm1WRThsCnfYFBFhV3i4XY7wcFkcNlnCw31FE0tsrKyxsbLExMoSFcnFDyrFN7V0fr68+QXyFhTIm58vs6hQXl9BoqSw53W65HS65HS5VeQqVpGrWIWuYhW5PSpye1VU7JWz2KuiYlNOwyKXrHIaVjllKf1auu7bZ5Gpuvk5NUrPZJjlXh/2VaXRmLKUbTcP3V+yT4ds8702S15bSkqlh7z232cpba/SbYf2pUPOZzlC/DJK+zKMkvalGy0yS7eVq4vIKOmvtPhS1sa3TYbKajWSSopHKi02+dpI1tIOLaXHyJDvtVHWt68WY8hSbrskWUoLOdZyhRqLpfT7ZSmLuaxAVVoLKm37Z4x/FrsMw5DDkBzW0kBUUugqfeEraPkKQ36FrgqKUTpCPyXflD8LVRXsO6yfQ/q3t2kjW/PmFf+gAgBQS9LT02v9HFUucpxyyil+Fy2maSozM1N79+7V888/X6PBAaEozGpRoyi7GkXZj9qu7HGYnMJi5TndOlhYrNwit3KLipVbVKycIrdy8op0cP9BHczOV25+obzuYnm8XuWVLqbXK5UuvtflFZcuRYeevWSHoXw5TK9iTLcae4vUxCxSU2+RmpS+jrN6FRYTK2tsTEnxIyZW1riSAkjJ1xjfOCMW+9HfL+q3Yo9XriKXivIL5MwvlLOgUEX5hXIVFqkor0DOwiK5C4tUVOCUs7BIziKXXE6XXEUuudzFcro8KjYscsni++ou97rYMEq3WeXx/T/IVrpUwCKp/I+UYZRcCJbdlWCxlK4bMgxLyR0bFkN2w1TZw2plU1x7zdK5mXxfTXnlN75w2QHlV0pvxap4f1k/Ja8PaWv6/lOtvv3XzQoOP1rfdeCw99oQlc3WdbjzXBnq595Vt+FUQ/zll1HkAAAEpSoXOS666CK/IofFYlHTpk2Vlpbmm/YFQO0zDEOR9jBF2sMkHXuAVq/XVJ6rWEWusr92e/78y7fb41sKCp0qKnSpsMgpp7NYRU63Cp1uFTpL/lLuLG1XVhRxe73aX7r84fGUjC1SXCzT45HN9KpxkVPxBU7F78pVI3Of4r0uNTKdii+dYrfsXxNLVJSsCQkKS2gka0JjWRMaKaxRI1kTEmRt1EjW+HjuCqklpmmqwOlWXnau8vYfVF5OvvLzi5Rf4CxZCl3KL3Kr0OVWvtOjArdH+S6vCou9cnlMubymvB5vFS+WLSr5uS392S2rVVgsMqxWKcwqwxr2Z2GitChhWAyFGRbfdkeYRRE2qxw2q8LtYSV3HTlsinDYFBFuV3h4yVeHLUzhtpK24b7FUvI1zCqHraSvqv6MlRUqvGZp8cMsKVr4JlqS6dvnK5SYpq9g4i17XW6/19fn0foxS9sefr6y195ybb2lhRNvaYq8XtN3fpWLxestPd7rLT1H6TaVe136VaX9esvNLGV6vX/GWW6f12vKLO2n7Nwqi8Hr9Wvr+/6Ypjxl8ZX1Y0qm6fV/f94/23tLv4le/bmt/L6y76NM0y/O8t9Tv++1qdKCViXyVPpzEJnYXHFNVW7GLUmmt+wbX/Jz82ciVPoGy83OVXqCiraXFaLNI/Sjktz5fijL2lbQf1jjxlX6WQcAoCZMmjRJDz74oKKiKjdu4OTJk3XHHXdU6amRGhuToyGrD88mAQ2JaZoljwOUFkn257u0O7dIuw8WaXeOU7tzi7T3YKGK3cVScelYIu7iPwsgpYvF7VKcu0BxxYWKKy16xHrdii17bboUUza4qsMhW8sWsrVoIXuLFrK1bClbixayhNfdDDz1WbHHqwK3R4Uuj/KdxSVLbn5JwSK3QPm5BcrLK1RBgVN5BU4VFLlU4PKowOVRfrFXZrGnRuIwZMpmMWS3GLKFGbJbrbLbw2S3WWW322S32+QIt8vusMsR4ShdwuWIDJcjwiG7wya71SJ7mEV2q0U2q0X2sn7CLLJZjdKv1StKAAAAhKr6cN1rtVqVmZmppk2bVqp9bGysVq9erbZt21b6HFW+k8NqtWrXrl1q1qyZ3/asrCw1a9ZMHk/N/KIMoP4yDMP313BJSooLVyfF+rUp9niVle/SnhynsvKd2l86re6+PJey8pw6UOCWaZrKl5Tv8WiHu2xwSPefA62WDq4a7i5SrNel2B0uxWZkKMpM/3Ng1Ui7YqMjFBcTqdj4aEXEx8kaG1MyLkjp+CDW2FgZkXUzPohplkwrXDYdsad0umHfuu9ryZTExR7zkH1/ti32eOVxFctVWCRXYZEK8wtLChSFLuUXulTgdKvAWax8t1dOt6dkkFpPua9VZJNXEVZDkWEWRYYZirRbSu8WsirKEaaoCLsiI+yKirArOipCkVHhCo+KKClSREcqPCpCtsgIWazHPzsRAAAAgo9pmjrhhBMq/Xt5fn5+lc9R5SLHkW78cDqdsvNMPYBSYVaLEmPDlRhb8Z0WHq+p7II/Cx8HC0sGVj1QUDLd7sGCkgFW3Z6S2+azXU4dKCySt6hk8RtY9WDpkuGRzdynKHNXySwzKimERJvFijS8skeEyxseLtMRLq89XF6HXR6bQ6bdLq/NIU+YTR6bXWaYTZ6wMHmtNnkMizxmScHh8OJFaVGi2KPi0sVT7CkZ48T0Sh6v32vTLBsDxaxwPJRjjpFSCQ7TowizWBGlA8lGWqUoR5giw22KinQoMjJc0dERio6JVHRslKLjYxQVF6OYxnEKj40peVQEAAAAqAWvvvpqlY9JTEysUvtKFznK5rM1DEOvvPKKoqOjffs8Ho+WL1/OmBwAKs1qMdQ42qHG0Q51OMK/W2WDq5YUP0oLH4Vu5ZROtXswp0AHD+YpN8+p3EKnXK5imW63couLlVNc9niMW6antFjgLl1yJclVuuQdPVDDKLnwt4bJsBh/Fh9Ms1KFCEOmrKYpq8otpveQ9ZKvYfLKUrpe8lqyyqswSTZ7mMLtNkWFhykyvPRuishwRUaXFS2iFBkbJVt0lCyRkbJElXw1wmpsEi0AAADguIwePbrWz1Hp336feuopSSUXHS+++KKs5f7aZ7fb1aZNG7344os1HyGAkFV+cNXk+Iijti0bJySn3Awzvtlm8ot08GC+PIVFMtwuWYvdsridsrjdsricpUuRLE6nLEVFsjgLZRQVlhQjyhUowg4pUITJlKVcgSIsLExWh01hdptsdptsdrus4Q4ZDrsMu10WR8lUu4bDIcNuk8VR+tpml+Gw/7lut5dMyVt6nBERwdgTAAAAQCVUushRNp9tv379NHfuXDVq1KjWggKAqio/TkizmOPvzzRNmYWF8hYUyJufL29BgUyXq7QI4SgtWthL1ssKExQiAAAAECSWL1+uxx9/XKtWrdKuXbv0/vvva+jQob79Y8aM0WuvveZ3zKBBgzR//vw6jtRfle9jXrJkSW3EAQD1imEYMiIjZYmMlJo0CXQ4AAAAQJ3Kz8/XySefrLFjx+qSSy6psM15553nN86Gw+Goq/COqFoPa2dkZOijjz7Stm3b5HK5/Pb985//rJHAAAAAAABAYAwePFiDBw8+ahuHw6GkpKQ6iqhyqlzkWLx4sYYMGaK2bdvqt99+U5cuXbRlyxaZpqlTTz21NmIEAAAAAAA1IDc3Vzk5Ob51h8NR7Tswli5dqmbNmqlRo0bq37+/HnroITVu3PiYx7ndbkVERGj16tXq0qVLtc59JJaqHjB58mTdfvvtWrduncLDw/Xee+9p+/bt6tu3ry677LIaDQ4AAAAAANScTp06KS4uzrdMnz69Wv2cd955ev3117V48WI9+uijWrZsmQYPHiyPx3PMY202m1q1alWptlVV5Ts5fv31V7399tslB4eFqbCwUNHR0XrggQd00UUX6cYbb6zxIAEAAAAAwPH75Zdf1KJFC996de/iGD58uO91165d1a1bN7Vr105Lly7VOeecc8zj//73v+uee+7RG2+8oYSEhGrFUJEqFzmioqJ843A0b95cmzZtUufOnSVJ+/btq7HAAAAAAABAzYqJiVFsbGyN99u2bVs1adJEGzdurFSR49lnn9XGjRuVnJys1q1bKyoqym//jz/+WK04qlzkOOOMM7RixQqddNJJOv/883Xbbbdp3bp1mjt3rs4444xqBQEAAAAAABqujIwMZWVlqXnz5pVqX3462ppU5SLHP//5T+Xl5UmSpk2bpry8PM2ZM0cdOnRgZhUAAAAAAIJAXl6eNm7c6FtPT0/X6tWrlZCQoISEBE2bNk3Dhg1TUlKSNm3apDvvvFPt27fXoEGDKtX/lClTaiXuKhU5PB6PMjIy1K1bN0klj668+OKLtRIYAAAAAAAIjB9++EH9+vXzrU+aNEmSNHr0aL3wwgtau3atXnvtNWVnZys5OVkDBw7Ugw8+WKUxPrKzs/Xuu+9q06ZNuuOOO5SQkKAff/xRiYmJfuOGVEWVihxWq1UDBw7Ur7/+qvj4+GqdEAAAAAAA1G9paWkyTfOI+xcsWHBc/a9du1YDBgxQXFyctmzZomuvvVYJCQmaO3eutm3bptdff71a/VZ5CtkuXbpo8+bN1ToZAAAAAADApEmTNGbMGG3YsEHh4eG+7eeff76WL19e7X6rXOR46KGHdPvtt2vevHnatWuXcnJy/BYAAAAAAICj+f7773X99dcftr1FixbKzMysdr9VHnj0/PPPlyQNGTJEhmH4tpumKcMw5PF4qh0MAAAAAAAIfg6Ho8IbJf744w81bdq02v1WucixZMmSap8MAAAAAABgyJAheuCBB/S///1PkmQYhrZt26a77rpLw4YNq3a/VS5y9O3bt9onAwAAAAAAePLJJ3XppZeqWbNmKiwsVN++fZWZmanevXvr4Ycfrna/VS5ySNKXX36pl156SZs3b9Y777yjFi1a6I033lBqaqrOPvvsagcDAAAAAACCX1xcnBYtWqQVK1Zo7dq1ysvL06mnnqoBAwYcV79VHnj0vffe06BBgxQREaEff/xRTqdTknTw4EE98sgjVepr+fLluvDCC5WcnCzDMPTBBx/47TdNU/fff7+aN2+uiIgIDRgwQBs2bPBrs3//fo0cOVKxsbGKj4/XuHHjlJeXV9W3BQAAAAAA6khRUZEk6eyzz9bf/vY33Xnnncdd4JCqObvKiy++qJdfflk2m823/ayzztKPP/5Ypb7y8/N18skn67nnnqtw/2OPPaann35aL774or799ltFRUVp0KBBvm+GJI0cOVI///yzFi1apHnz5mn58uW67rrrqvq2AAAAAABAHYmPj1efPn1033336YsvvlBhYWGN9Fvlx1V+//139enT57DtcXFxys7OrlJfgwcP1uDBgyvcZ5qmZsyYoXvvvVcXXXSRJOn1119XYmKiPvjgAw0fPly//vqr5s+fr++//149e/aUJD3zzDM6//zz9cQTTyg5Oblqbw4AAAAAANS6zz//XMuXL9fSpUv11FNPqbi4WD179lTfvn2Vlpamc889t1r9VvlOjqSkJG3cuPGw7StWrFDbtm2rFURF0tPTlZmZ6Xe7SlxcnHr16qWVK1dKklauXKn4+HhfgUOSBgwYIIvFom+//bbGYgEAAAAAADXn7LPP1j333KOFCxcqOztbS5YsUfv27fXYY4/pvPPOq3a/Vb6T49prr9XNN9+s//znPzIMQzt37tTKlSt1++2367777qt2IIfKzMyUJCUmJvptT0xM9O3LzMxUs2bN/PaHhYUpISHB16YiTqfTN5aIJOXm5kqSPB6PPB5PjcQPAAAAAEB9UR+vdf/44w8tXbrUtzidTl1wwQVKS0urdp9VLnLcfffd8nq9Ouecc1RQUKA+ffrI4XDo9ttv18SJE6sdSF2aPn26pk2bdtj29PT0GnsOCAAAAACA+uJoNwIEQosWLVRYWKi0tDSlpaXprrvuUrdu3WQYxnH1W+Uih2EY+vvf/6477rhDGzduVF5enjp16qTo6OjjCuRQSUlJkqTdu3erefPmvu27d+9W9+7dfW327Nnjd1xxcbH279/vO74ikydP1qRJk3zrO3bsUKdOnZSamqqWLVvW4LsAAAAAACDwIiIiAh2Cn6ZNm+q3335TZmamMjMztXv3bhUWFioyMvK4+q1ykaOM3W5XTEyMYmJiarzAIUmpqalKSkrS4sWLfUWNnJwcffvtt7rxxhslSb1791Z2drZWrVqlHj16SJK++OILeb1e9erV64h9OxwOORwO33pOTo4kyWq1ymq11vh7AQAAAAAgkOrbte7q1auVnZ2t5cuXa9myZbrnnnv0yy+/qHv37urXr58efvjhavVb5YFHi4uLdd999ykuLk5t2rRRmzZtFBcXp3vvvVdut7tKfeXl5Wn16tVavXq1pJLHRVavXq1t27bJMAzdcssteuihh/TRRx9p3bp1uuqqq5ScnKyhQ4dKkk466SSdd955uvbaa/Xdd9/pq6++0oQJEzR8+HBmVgEAAAAAoB6Lj4/XkCFDdM8992jy5Mm69NJL9f333+sf//hHtfus8p0cEydO1Ny5c/XYY4+pd+/ekkpmOZk6daqysrL0wgsvVLqvH374Qf369fOtlz1CMnr0aM2aNUt33nmn8vPzdd111yk7O1tnn3225s+fr/DwcN8xb731liZMmKBzzjlHFotFw4YN09NPP13VtwUAAAAAAOrI3LlzfQOO/vLLL0pISNDZZ5+tJ598Un379q12v4ZpmmZVDoiLi9N///tfDR482G/7p59+qhEjRujgwYPVDiZQMjIylJKSou3btzMmBwAAAAAg6NS3695mzZqpT58+SktLU9++fdW1a9ca6bfKd3I4HA61adPmsO2pqamy2+01ERMAAAAAAAhih04iUlOqXOSYMGGCHnzwQb366qu+wTudTqcefvhhTZgwocYDBAAAAAAAwcfj8eiDDz7Qr7/+Kknq1KmTLrroouMaJLXKRY6ffvpJixcvVsuWLXXyySdLktasWSOXy6VzzjlHl1xyia/t3Llzqx0YAAAAAAAIThs3btT555+vHTt26MQTT5QkTZ8+XSkpKfrkk0/Url27avVb5SJHfHy8hg0b5rctJSWlWicHAAAAAACh56abblK7du30zTffKCEhQZKUlZWlUaNG6aabbtInn3xSrX6rXOR49dVXq3UiAAAAAAAASVq2bJlfgUOSGjdurH/84x8666yzqt2vpSaCAwAAAAAAqCyHw6Hc3NzDtufl5R3XpCZVLnJkZWVp/Pjx6tSpk5o0aaKEhAS/BQAAAAAA4GguuOACXXfddfr2229lmqZM09Q333yjG264QUOGDKl2v1V+XOWvf/2rNm7cqHHjxikxMVGGYVT75AAAAAAAIPQ8/fTTGj16tHr37i2bzSZJKi4u1pAhQzRz5sxq91vlIseXX36pFStW+GZWAQAAAAAAqIr4+Hh9+OGH2rhxo28K2ZNOOknt27c/rn6rXOTo2LGjCgsLj+ukAAAAAAAg9Hi9Xj3++OP66KOP5HK5dM4552jKlCmKiIiokf6rPCbH888/r7///e9atmyZsrKylJOT47cAAAAAAABU5OGHH9Y999yj6OhotWjRQjNnztT48eNrrP8q38kRHx+vnJwc9e/f32+7aZoyDEMej6fGggMAAAAAAMHj9ddf1/PPP6/rr79ekvT555/rL3/5i1555RVZLMc/AWyVixwjR46UzWbT7NmzGXgUAAAAAABU2rZt23T++ef71gcMGCDDMLRz5061bNnyuPuvcpFj/fr1+umnn3TiiSce98kBAAAAAEDoKC4uVnh4uN82m80mt9tdI/1XucjRs2dPbd++nSIHAAAAAACoEtM0NWbMGDkcDt+2oqIi3XDDDYqKivJtmzt3brX6r3KRY+LEibr55pt1xx13qGvXrr75bMt069atWoEAAAAAAIDgNnr06MO2jRo1qsb6N0zTNKtyQEUDgRiG0aAHHs3IyFBKSoq2b99eI88AAQAAAABQn4TKdW+Vhy5NT08/bNm8ebPvKwAAAAAAaNiWL1+uCy+8UMnJyTIMQx988IHfftM0df/996t58+aKiIjQgAEDtGHDhsAEW06VH1dp3bp1bcQBAAAAAADqifz8fJ188skaO3asLrnkksP2P/bYY3r66af12muvKTU1Vffdd58GDRqkX3755bCBRetStSahfeONN3TWWWcpOTlZW7dulSTNmDFDH374YY0GBwAAAAAA6t7gwYP10EMP6eKLLz5sn2mamjFjhu69915ddNFF6tatm15//XXt3LnzsDs+6lqVixwvvPCCJk2apPPPP1/Z2dm+MTji4+M1Y8aMmo4PAAAAAADUkNzcXOXk5PgWp9NZ5T7S09OVmZmpAQMG+LbFxcWpV69eWrlyZU2GW2VVLnI888wzevnll/X3v/9dVqvVt71nz55at25djQYHAAAAAABqTqdOnRQXF+dbpk+fXuU+MjMzJUmJiYl+2xMTE337AqXKY3Kkp6frlFNOOWy7w+FQfn5+jQQFAAAAAABq3i+//KIWLVr41h0ORwCjqXlVvpMjNTVVq1evPmz7/PnzddJJJ9VETAAAAAAAoBbExMQoNjbWt1SnyJGUlCRJ2r17t9/23bt3+/YFSqWLHA888IAKCgo0adIkjR8/XnPmzJFpmvruu+/08MMPa/LkybrzzjtrM1YAAAAAABBgqampSkpK0uLFi33bcnJy9O2336p3794BjKwKj6tMmzZNN9xwg6655hpFRETo3nvvVUFBga688kolJydr5syZGj58eG3GCgAAAAAA6kBeXp42btzoW09PT9fq1auVkJCgVq1a6ZZbbtFDDz2kDh06+KaQTU5O1tChQwMXtKpQ5DBN0/d65MiRGjlypAoKCpSXl6dmzZrVSnAAAAAAAKDu/fDDD+rXr59vfdKkSZKk0aNHa9asWbrzzjuVn5+v6667TtnZ2Tr77LM1f/58hYeHBypkSZJhlq9eHIXFYtHu3bvVtGnT2o6pzmVkZCglJUXbt29Xy5YtAx0OAAAAAAA1KlSue6s0u8oJJ5wgwzCO2mb//v3HFRAAAAAAAEB1VKnIMW3aNMXFxdVWLAAAAAAAANVWpSLH8OHDGX8DAAAAAADUS5WeQvZYj6kAAAAAAAAEUqWLHJUcnxQAAAAAACAgKv24itfrrc04AAAAAAAAjkul7+QAAAAAAACozyhyAAAAAACAoECRAwAAAAAABAWKHAAAAAAAIChQ5AAAAAAAAEGBIgcAAAAAAAgKFDkAAAAAAEBQoMgBAAAAAACCAkUOAAAAAAAQFChyAAAAAACAoECRAwAAAAAABAWKHAAAAAAAIChQ5AAAAAAAAEGBIgcAAAAAAAgK9b7IMXXqVBmG4bd07NjRt7+oqEjjx49X48aNFR0drWHDhmn37t0BjBgAAAAAAARCvS9ySFLnzp21a9cu37JixQrfvltvvVUff/yx3nnnHS1btkw7d+7UJZdcEsBoAQAAAABAIIQFOoDKCAsLU1JS0mHbDx48qH//+9+aPXu2+vfvL0l69dVXddJJJ+mbb77RGWecUdehAgAAAACAAGkQRY4NGzYoOTlZ4eHh6t27t6ZPn65WrVpp1apVcrvdGjBggK9tx44d1apVK61cufKIRQ6n0ymn0+lbz83NlSR5PB55PJ7afTMAAAAAANSxULnWrfdFjl69emnWrFk68cQTtWvXLk2bNk3/93//p/Xr1yszM1N2u13x8fF+xyQmJiozM/OIfU6fPl3Tpk07bHt6eroKCwtr+i0AAAAAABBQR7tGDib1vsgxePBg3+tu3bqpV69eat26tf73v/8pIiKiWn1OnjxZkyZN8q3v2LFDnTp1Umpqqlq2bHncMQMAAAAAUJ9U9/q5oan3RY5DxcfH64QTTtDGjRt17rnnyuVyKTs72+9ujt27d1c4hkcZh8Mhh8PhW8/JyZEkWa1WWa3WWosdAAAAAIBACJVr3QYxu0p5eXl52rRpk5o3b64ePXrIZrNp8eLFvv2///67tm3bpt69ewcwSgAAAAAAUNfq/Z0ct99+uy688EK1bt1aO3fu1JQpU2S1WjVixAjFxcVp3LhxmjRpkhISEhQbG6uJEyeqd+/ezKwCAAAAAECIqfdFjoyMDI0YMUJZWVlq2rSpzj77bH3zzTdq2rSpJOmpp56SxWLRsGHD5HQ6NWjQID3//PMBjhoAAAAAANQ1wzRNM9BBBFpGRoZSUlK0fft2Bh4FAAAAAASdULnubXBjcgAAAAAAAFSEIgcAAAAAAAgKFDkAAAAAAEBQoMgBAAAAAAD8TJ06VYZh+C0dO3YMdFjHVO9nVwEAAAAAAHWvc+fO+vzzz33rYWH1v4RQ/yMEAAAAAAB1LiwsTElJSYEOo0p4XAUAAAAAgBCRm5urnJwc3+J0Oo/YdsOGDUpOTlbbtm01cuRIbdu2rQ4jrR6KHAAAAAAAhIhOnTopLi7Ot0yfPr3Cdr169dKsWbM0f/58vfDCC0pPT9f//d//KTc3t44jrhoeVwEAAAAAIET88ssvatGihW/d4XBU2G7w4MG+1926dVOvXr3UunVr/e9//9O4ceNqPc7qosgBAAAAAECIiImJUWxsbJWPi4+P1wknnKCNGzfWQlQ1h8dVAAAAAADAUeXl5WnTpk1q3rx5oEM5KoocAAAAAADAz+23365ly5Zpy5Yt+vrrr3XxxRfLarVqxIgRgQ7tqHhcBQAAAAAA+MnIyNCIESOUlZWlpk2b6uyzz9Y333yjpk2bBjq0o6LIAQAAAAAA/Pz3v/8NdAjVwuMqAAAAAAAgKFDkAAAAAAAAQYEiBwAAAAAACAoUOQAAAAAAQFCgyAEAAAAAAIICRQ4AAAAAABAUKHIAAAAAAICgEBboAACEnmJvsSTJalhlGEaAowEAAAAQLChyADiM1/TK6XHK5XGVLF6X/3rp4vQ45fQ65fa4feu+r16X3B53SRuPU27vn228ptd3LqthldViVZglTDaLTVaj5HXZ1/KvrRbrEduUrVstVtkMm69Pv3ZGSR9Wo7Qfi//2sr7Lb6cIAwAAADQcFDmABsg0Tbm8FRQcDikmVKbgUP5rWZ9ld1rUBY/pkcfjkcvjqrNzVoXFsPgKHmWFFr/iSrntFbYxyhVhyhdVyhVuDmtjhB1eoClf7ClXpLEYPHUIAAAAlKHIAdQSj9fjKyocteDgcfvdKXFoweHQOyrKXtcFQ4ZsVpvsVrscVofsltKvVrtsVpscVodv3W6xl3wt19ZvvVwbh9UhSSo2i+XxelTsLZbH9MjtdZe89nrkMUu2F5vFvm1lr8vaH/r60DZ+7cxD+i1bym13e90yTdPve+A1vSXfc9XPIoxhGBUWWg69A8bXpoK7X45UTKmouFNWXCnfpqI7YMrOaTEs3A0DAACAOkORAyhV7C2W0+NUUXFRyVdPkVwel4qKi/xel+1zFv9ZwCjbXn6f2+uuk7htFlv1Cg6l7cqvO6wO2Sx/9hVmCb3HNbymVx5vScHDVzw5pKBStv/QIk1FhRVf8aVcIeeIRZzy6xUUbsqOK880TblNd539vFWVIcNX/KhsIcWvUFLaJjIsUme3OFtxjrhAvyUAAADUYxQ50CCZpim3133EAoOvCOF1+ooRhxYofIWL0vVDLx5risWw+AoJFd3RUL7gUJkixKHFi1ArQtQ2i2GRxWqRzWoLdCgVMk3zmHelHPr6aAWVsiLKoYWdoxV3Dt1+aOHGL16ZvrbH6+udX2tcl3FqG9/2uPsCAABAcKLIgYApcBdo88HNVbpzonxh4tDHCmqKzWKTI8zhu5sh3Bruvx4WrnBruOxWu29fuDXct7+sbdk+Bq9ETTIMQzbDJpul/hZhPKanUo8THVqkKSukVNRmzd41yszP1MwfZ+qyEy/T2S3ODvRbBQAAQD1EkQMBk1WUpRfXvHjc/ZQvNlRYlChXiChrGx4W7le0KP+oR5iFjwVQXb4xQhTmG3ulJpzb+ly9+eubWr1ntf7723+1LWebLjvxsnpb7AEAAEBgcDWHgImyRalVbCvfXRDhYf5FCF/x4pBCxKHr3CUBBL/wsHCN6zJOi7Yu0sebPtbXO7/WzrydurbbtYzTAQAAAB/DrK17/huQjIwMpaSkaPv27WrZsmWgwwEAHMXPWT9r1vpZKiwuVKw9Vtd0vYZxOgAAAI4hVK57LYEOAACAqujcuLPuPO1OJUcnK8eVoxk/ztDHmz5Wgbsg0KEBAAAgwChyAAAanKaRTXVbz9t0auKp8ppeLdiyQFNXTtXibYvl9tTP6XQBAABQ+yhyAAAaJIfVoas7X61ru12rpKgkFbgL9P6G9/XANw/o213fymt6Ax0iAAAA6hgDjwIAGizDMHRy05PVpXEXfZv5rT7Z/IkOFB3QG7+8ocXbFuuidhepU+NODFAMAAAQIihyAAAaPKvFqjOTz9RpiadpacZSLdyyUDvzduqFNS+ofXx7ndv6XDWLbKZ4R7xsVqadBQAACFYUOQAAQcNmtenc1ufqrOSztHDrQi3dvlQbszdqY/ZGX5soW5QahTdSvCNejRyNFB9+yFcKIQAAAA0WRQ4AQNCJtEVqaPuh6tuyr+Zvma8NBzYo25ktl8elfHe+8t35ysjNOOLxFEIAAAAaJoocAICg1Si8kUZ0HCFJMk1ThcWFOuA8oOyibB1wHtCBogPKdmb7vh5vIeTkpicrKSqprt4eAAAADkGRAwBwXLK3ZGv9f9crvk284lPjFd8mXlHNourdYJ+GYSjSFqlIW6RaRLeosM3xFkJW7lypqWdOraN3BAAAgENR5AAAHJesP7K0/avt2v7Vdt+2sIiwkqJH2ZIar7hWcbJH2QMY6bEdTyFk4ZaF2le4TwedBxXniKvjyAEAACBR5AAAHKcmJzVR97Hdlb0lW9lbspWzLUfFhcXa9+s+7ft1n1/byGaRvsJHo9RGim8Tr5jkGBmW+nXXx9EcqRCyZu8aZeZnanvudoocAAAAAUKRAwBwXOJS4hSX8udFvbfYq9yducrekq0D6Qd0cOtBZadnq2BfgQr2lCw7v9vpa2+1WxXbKvaw4ocj1hGIt1NtrWNbKzM/U1tytqhLky6BDgcAACAkUeQAANQoS5hFca3iFNcqTq37tPZtd+W5fHd7lF88To8ObDygAxsP+PUTkRChuDZxfsWP2JaxsoRZ6votVUrr2Nb6dte32p6z/diNAQAAUCsocgAA6oQ92q5mXZqpWZdmvm2maSovM0/Z6f6Fj7xdeSrcX6jC/YXK/DHT196wGopNifUb76NRaiOFNwoP+ECnKTEpkqStuVtlmmbA4wEAAAhFFDkAAAFjGIZimscopnmMUs5M8W0vLipW9tbsw4of7ny3Dm45qINbDmqrtvra22Psvpldypa4VnEKc9Td/+ZaRreUxbAoz5WnA84DSghPqLNzAwAAoARFDgBAvRMWHqYmJzZRkxOb+LaZpqmCfQX+j7ukZyt3R65cuS7tWbtHe9bu+bMTQ4pJjvGb4aU2p7e1WW1Kjk5WRm6GtuVso8gBAAAQABQ5AAANgmEYimoapaimUWpx2p+zmnhcHuVk5OhA+gG/4ofzoFO5O3KVuyP3mNPbxreOly3Sdtwxto5trYzcDG3N2aruzbofd38AAAComqApcjz33HN6/PHHlZmZqZNPPlnPPPOMTj/99ECHBQCoZVa7VY3aNlKjto38thdlF/lmeKns9LZlM7uUFT9imldtetvWMa31lb7S1pytx24MAADQADS0a+2gKHLMmTNHkyZN0osvvqhevXppxowZGjRokH7//Xc1a9bs2B0AAIJOeHy4kronKal7km9bZaa33fHtDl97q92quNZx/nd+HGV625TYknFFtuduZ/BRAADQ4DXEa23DNE0z0EEcr169eum0007Ts88+K0nyer1KSUnRxIkTdffddx/z+IyMDKWkpGj79u1q2bJlbYcLAKhnjja9bUWONL2t1+LVHcvukNvr1pTeU9Q0smkdvxMAAICKVee693ivtQOhwd/J4XK5tGrVKk2ePNm3zWKxaMCAAVq5cmWFxzidTjmdTt/6wYMHJZUk3eOp+BdaAECQi5EcXR1K7JqoRCXKNE0V7i1U7raScT1yMnKUuz1XBXsLdHDHQWXuyJS++vNwi8Wi6BbRGnrrUDWJbKKCvQV+M8AAAAAE0q5duySVXP/Gxsb6tjscDjkch9+lWp1r7fqgwRc59u3bJ4/Ho8TERL/tiYmJ+u233yo8Zvr06Zo2bdph23v37l0rMQIAQsisQAcAAABwZF26dPFbnzJliqZOnXpYu+pca9cHDb7IUR2TJ0/WpEmTfOvFxcX69ddflZKSIovFEsDIji43N1edOnXSL7/8opiYmECHg1pCnkMDeQ4d5Do0kOfQQJ5DA3kODaGYZ6/Xq23btqlTp04KC/uzFFDRXRwNWYMvcjRp0kRWq1W7d+/22757924lJSVVeExFt+OcddZZtRZjTcnJyZEktWjRwu/2IgQX8hwayHPoINehgTyHBvIcGshzaAjVPLdq1arSbatzrV0f1N/bFirJbrerR48eWrx4sW+b1+vV4sWLefwEAAAAAIBqaKjX2g3+Tg5JmjRpkkaPHq2ePXvq9NNP14wZM5Sfn6+rr7460KEBAAAAANAgNcRr7aAoclxxxRXau3ev7r//fmVmZqp79+6aP3/+YQOkNHQOh0NTpkwJumem4I88hwbyHDrIdWggz6GBPIcG8hwayHPlNMRrbcM0TTPQQQAAAAAAAByvBj8mBwAAAAAAgESRAwAAAAAABAmKHAAAAAAAIChQ5KiHGCYlNJDn4FdUVBToEADUIP7dDh3kGggefJ5DD0WOemTBggWSJMMwAhwJatOTTz6pwsJC8hzk7rrrLi1fvlxSyXziCE6rVq3Srl27KGgFuQMHDsjj8fDvdggo+/eaXAPBwzAMeTyeQIeBOhQUU8gGgxtuuEGGYWjQoEGBDgW16Prrr9dvv/2ma665RhEREYEOB7Xk5ptv1jPPPKMVK1Zo4MCBslioJwejq6++Wunp6crPz9cjjzyic889V6ZpcnEUZK6++mrl5uYqIyNDf/vb39S3b1+1bt060GGhFowbN05ut1tbt27V448/rhNPPFFxcXGBDgs1bMmSJerWrZsaN24c6FBQi2699VYVFRVp06ZN+uijjxQeHs7/o0MIv3nXA9dee60OHDigF154IdChoBb961//UkZGhpYtW6a4uDhlZWXJ6XSquLg40KGhBt14443au3evtm/fruTkZH311VeSuFUy2EycOFH5+flaunSpzjnnHC1ZskQej4c8B5mbb75ZBQUFevfddzVixAg9/vjjevTRR/XHH38EOjTUsJtuukl79+7V448/rlNOOUVTp07VnDlztHfv3kCHhhp06aWXavDgwXrvvfeUlZUV6HBQS8aNG6dt27bpuuuuk81m08CBAylwhBiKHAH28ssva9GiRbrzzjslSW+++aYefPBBXXrppfrll18kcXEULHJycnTaaadJkmbOnKkbbrhBAwcO1BNPPKH09PQAR4eaMHXqVO3bt0+zZ89WixYtlJOTo//+97+SuPU5mBQWFiorK0t33XWXJMlut+vbb7/V4MGD9eSTT2rz5s0BjhA1wel0avfu3Zo2bZqkkoJH165dlZGRodmzZ6uoqIj/PwcJ0zSVlZWlO+64Q4mJiZoxY4aGDRumhQsX6vPPP5fEY4fB4L333lNYWJhmzpyp//3vf3r33XcpdASh5557Tjt37tR7772nU045RS+++KKioqJ4rDTEUOQIsNNOO01paWmaP3++JkyYoOeee04dO3ZURESERo4cqX379nFxFCRSU1NVWFio5cuX691339WTTz6p0aNHa/369fr6668lUdBq6IYPH6533nnHt/7YY49p8eLFvrs5EBycTqfy8vL0yiuv6IYbbtCbb76pF154QcOHD9fq1av15ZdfSuLz3NAVFBRoy5Yt+uabbyRJ+/fvV2FhoU477TQtWLBALpeL/z8HCafTqbCwMK1Zs8a3bdy4cerbt6/++c9/qqCggMcOg0DPnj1155136vrrr9fYsWM1e/Zsvfvuu8rMzAx0aKhBffv21cSJEyWV/H84IiJCmzZt0qZNmwIcGeoS/2IHyOrVq+VyudS9e3fdcsst+vHHH7Vq1Sp98MEHuuyyy/TGG28oMTHR9xcENExr1qzxPY7SunVr/e9//9OLL76o66+/Xq1atdLYsWPVrl07rV+/XhJ/7W+oyj7PHTt2lFTyFz/TNNWmTRv16NHDd1cWg141bGvWrJHb7VZ8fLxuv/12devWTTk5Obr//vt1wgknaOzYsWrfvr3WrVsnic9zQ1WW50aNGum2227TbbfdplGjRum8887TOeeco/vuu08xMTFauXJloEPFcVq+fLmKi4sVHh6uyy+/XJMmTdLChQt9+ydOnKhmzZrp008/DWCUOF7Lli2T2+1W69at1a1bN0nSlVdeqRtuuEFvvfWWFi1apJycHN166606cOBAgKNFdZXluUuXLho4cKCkkv8PR0dHKyEhQampqZKke++9VwcPHgxkqKgDFDkC4KabbtKIESP03nvvyel0qnv37nrkkUf08ssvKzEx0dfOarUy4FUDdtNNN2n48OF699135XQ61bNnT82cOVMfffSRli1bpn379kmSfvnlFwa/asDKPs/vv/++3G63pJL/qRqGobi4OP3f//2f7rvvPu3evVtWqzXA0aK6Dv089+nTRzfeeKNOO+005eXl+dr9/PPPfJ4bsPJ5Lioq0mWXXaYFCxbo5ptv1lNPPaUJEyZIkiwWi2JiYgIcLY7Htddeqw8++EBhYWEyTVN/+ctfNHPmTF188cWaN2+er11hYaHsdnsAI8XxuPbaa/Xhhx/KZrNJksLCwnx/cBgxYoRuv/12/fvf/1aPHj3022+/qVGjRoEMF9V0aJ7L/75lGIZatmwpSRo9erQ2bdrE9VUIYHaVAIiLi1OzZs309ddfyzRNDR8+XCeeeKJvv8fj0ZgxY9SiRQsNHjw4gJHieJTl+auvvpLH49Hw4cM1ZMgQffzxx7r//vt17733atOmTWrevLluv/32QIeLairL84oVK+T1ejVixAi/v+Bfd911euedd/TNN9/ooosuCmCkOB6H/rtdlucePXqof//+2rRpk9auXavU1FRNnjw50OGimsrnuezz3LNnT99+j8ejv/zlL2revLnOPPPMAEaK43HDDTcoOztbL7/8sqSSiyDTNHXjjTfK4XDommuu0YUXXqhff/1VrVu31pAhQwIcMarj0DyXsVqtcrvdstlsGjJkiG666Sb17dtXr732miQxQGUDU1Gey+fPNE1t2bJFvXr10plnnkmeQwRFjgA49dRTFRERIafTqc8++0xxcXHKzMxUv3791Lx5c99IwP/6178kldz6zrOgDU/5PM+fP19xcXHauXOnRo0apddee03FxcXasmWL75Y68twwlc/zp59+qri4OO3atUv9+/dXmzZtZBiG7rzzTp177rmBDhXHoaJ/t3fs2KFrrrlG8+fP19atW9WxY0ddf/31kvg8N1SH/rsdHx+vzMxM9e/fX82bN9fcuXN10kkn6amnnpLEL8kN0VNPPaVPP/1Uy5cvlyS9/fbb2rp1q37++WdNmTJFY8eOVffu3ZWfn68dO3Zo+PDhkvhMNzRHy/O0adPUtm1bud1uzZo1S+eee67vApk8NyxHy/MDDzyg1NRUuVwubdmyRUOGDOHaKoRQ5AgAr9er3bt3a+bMmZo+fbpuvvlmxcXF6corr1RERITuv/9+dejQwdeWD2HDdGieb7nlFsXExGjUqFFq27atJOmEE06QVPKLMnlumA7N80033eT7PJdd/JQVOLggargq+nc7JiZGI0eO1IABAw5ry+e5YTra/5/Dw8N1wQUX6Morr/S1Jc8Nz6BBg/TZZ5/p3Xff1f79+7V48WJdc801MgxDvXr10m+//aZTTz3V7xhy3fBUJs+NGzfWxRdfrGuvvVYSeW6Ijpbn008/Xb/++quaNGmiBQsWqEePHpLIc6ggwwHQv39/37P76enp8nq9OumkkzRv3jw5nU5fgYML34atojx37txZn376qVwul19bLnwbriN9nj/55BPyHESq8nnm3+2G61j/f46NjZXE/58bKq/Xq06dOumpp57Se++9p4ULF+qTTz7Rtddeq9dff11nnnlmhQPKkuuG5Vh5PuOMM3yznjVp0kQSn+mGqCp5psAReshyHTh0GkGPx6M//vhDaWlp2rhxo9auXauWLVtq3759cjgcvnZcEDUslc3z3r17GcSsASPPoaEq/26T54aL/z+HjvIXsZ07d9brr7+uV155xXeRK5VMJRseHh6oEFEDqptnPtMNS2XzHBER4XccBY7QYZiH/h8eNSY7O1vx8fG+9Tlz5uiss85Sy5Yt9dRTT+nLL7/U7NmzFR4erqKiIv7H2kCR59BAnkMDeQ4N5Dl0HJrr//73vzrrrLOUkpLi21ZcXKyxY8cqPDzc98w+GhbyHBrIMyqLclYtGTNmjN58803l5+dLkvLz87VlyxbflEYjR47Ue++9p/DwcLlcLt8vUNScGhbyHBrIc2ggz6GBPIeOinK9detWhYX9OSSd0+nUX//6V5mm6TcoIRoO8hwayDOqgjs5asG4ceO0Z88effzxx8dsW1xc7PfhRMNBnkMDeQ4N5Dk0kOfQUZVc//HHH76BwHlmv2Ehz6GBPKOqyHoNy8zMVFZWlu9DuHDhQn300Uf68MMP/drdeeed2rdvH79ANVDkOTSQ59BAnkMDeQ4dVcn1nj17mOmsgSLPoYE8ozr4P3gNKyws1Nq1a7V//3699957+s9//qMOHTpo3759+vTTT/XSSy8pJydHJ598st/gOGhYyHNoIM+hgTyHBvIcOqqS62bNmvmOY/DJhoU8hwbyjOrgcZVaMH78eLVv314rV67U66+/rvDwcH355Zd64okn9K9//UuJiYm+tqZp8iFsoMhzaCDPoYE8hwbyHDrIdWggz6GBPKOquIenBrz11luaPXu21qxZI6/Xq969e+uTTz5RRkaG9u/fL0nq2rWrcnNzlZub63csH8KGgzyHBvIcGshzaCDPoYNchwbyHBrIM44Xj6scp2HDhik/P19Wq1XR0dFq2rSpZs6cKa/XqxdffFHPP/+8LrnkEj3++OM68cQT1b59+0CHjGogz6GBPIcG8hwayHPoINehgTyHBvKMmsDjKsdh+fLlmjZtmhYvXixJWrlypZ599lnZ7Xb9+9//1pIlS7Ry5Upt2LBBTZs21RNPPCGJ26gaGvIcGshzaCDPoYE8hw5yHRrIc2ggz6gxJqrtp59+Mjt37mxu3LjRNE3T9Hg85urVq82//vWv5tNPP+1rV1BQ4Hvt8XjqPE4cH/IcGshzaCDPoYE8hw5yHRrIc2ggz6gpjMlxHNq0aaMzzzxTy5cvV3Z2tiwWi0466ST16tVLK1eu9LWLiIiQxFRGDRV5Dg3kOTSQ59BAnkMHuQ4N5Dk0kGfUFH4qjkN8fLx69uypuXPn6rPPPtOePXtkt9t1xRVXaM+ePdq9e7dfe26japjIc2ggz6GBPIcG8hw6yHVoIM+hgTyjpjDwaDWZpc9+XXfddSosLNR7772nr776Suedd55efvlltW7d2m86IzRM5Dk0kOfQQJ5DA3kOHeQ6NJDn0ECeUZMYeLSSRo8ercGDB2v48OG+bV6v13eL1KJFi/Tjjz9q9erVSklJ0WOPPSaJgXAaGvIcGshzaCDPoYE8hw5yHRrIc2ggz6hNFDkq4aabbtLs2bN16aWXasaMGXI4HL4PV/kPoyS53W7ZbLYK96F+I8+hgTyHBvIcGshz6CDXoYE8hwbyjNrGT8kxjB8/XllZWfrvf/+rb775Rtu3b5dhGCqrDR36QSv7EDIQTsNCnkMDeQ4N5Dk0kOfQQa5DA3kODeQZdYE7OY7iiSee0OLFi/XZZ59JkkaNGiXTNPXaa68pLIzhTIIFeQ4N5Dk0kOfQQJ5DB7kODeQ5NJBn1BXKYUfg9Xp12WWX+T6EXq9XI0eOVF5eng4ePChJoj7U8JHn0ECeQwN5Dg3kOXSQ69BAnkMDeUZdoshRAY/HI0lq3bq1JKm4uFgWi0X9+vVTenq6b+AbBr1p2MhzaCDPoYE8hwbyHDrIdWggz6GBPKOuUeQ4xF133aWRI0fqpptu0qeffipJCgsLk9frVXh4uGbMmKFffvlF27dvD3CkOB7kOTSQ59BAnkMDeQ4d5Do0kOfQQJ4RCBQ5yrnmmmu0ZcsWjR07VvHx8fr4449VUFDgN9BNSkqKVq1apfT09ABHi+oiz6GBPIcG8hwayHPoINehgTyHBvKMQGGEl1Lvvfee0tPTtXjxYklSTEyMrr76amVnZysyMtLXrkOHDnr77bfVp0+fQIWK40CeQwN5Dg3kOTSQ59BBrkMDeQ4N5BmBxJ0ckt5++22lpqbq6aefllQyH3Pv3r2VmJio7Ozsw9r37dtXUsmAOWg4yHNoIM+hgTyHBvIcOsh1aCDPoYE8I9BCvsiRkZGhL7/8Ul6vVyeddJKkP+dj9ng8Cg8PlyRNnjxZ69ev9zuWuZobDvIcGshzaCDPoYE8hw5yHRrIc2ggz6gPQv4nqXnz5oqMjNSbb77p+2C5XC4VFRUpLi5OXq/Xd2tVly5dAhwtqos8hwbyHBrIc2ggz6GDXIcG8hwayDPqg5Aucni9XlmtVj344IP66aefNGfOHEklI/46HA4VFhbqkksuUVRUlF544QVJzN/cEJHn0ECeQwN5Dg3kOXSQ69BAnkMDeUZ9EdJFDovFouLiYkVEROhvf/ubb1Rfi8UiwzCUm5urLl266Nlnn5VU8sFl/uaGhzyHBvIcGshzaCDPoYNchwbyHBrIM+qLkCty/O1vf9Nbb73lqxqGhZVMMNOpUyd99NFH+uabbyRJxcXFeu655zR79mxJJR9CnhNrOMhzaCDPoYE8hwbyHDrIdWggz6GBPKNeMkPITTfdZEZHR5vt2rUz33nnncP2v/baa+aQIUPMHTt2+G33eDx1FSJqAHkODeQ5NJDn0ECeQwe5Dg3kOTSQZ9RXYYEustSVrKws2e127dy5Ux9//LHuvPNOmaapyy67TB6PR1arVRdeeKF+++03bd26VcnJyb5jqTI2HOQ5NJDn0ECeQwN5Dh3kOjSQ59BAnlGfhUyRo3Hjxpo8ebLsdruuvPJKFRYW6q677pLH49Hw4cMlSbGxsYqMjNTzzz+v3r17BzhiVAd5Dg3kOTSQ59BAnkMHuQ4N5Dk0kGfUa4G7iaRueL3eI+576aWXzBNOOMGcO3eu2atXL/Mf//iHaZqmuW3btroKDzWEPIcG8hwayHNoIM+hg1yHBvIcGsgzGoKgLnKMHTvWfPrpp83i4mK/7V6v1/cs2KxZs0zDMMxRo0YFIkTUAPIcGshzaCDPoYE8hw5yHRrIc2ggz2gogvZxldtuu03z5s3TkiVLFB4ernHjxvme/zIMwzdd0aJFi3TZZZfpjTfekMRIvw0NeQ4N5Dk0kOfQQJ5DB7kODeQ5NJBnNCRBWeTIzc1VVFSUfv/9d3333Xe67rrrZJqmrrnmGkl/Dnazbds2nXbaabr55psl8SFsaMhzaCDPoYE8hwbyHDrIdWggz6GBPKPBCdxNJLUrNzfXLCgoME3TND/44AOzTZs25vPPP+/bn5WV5deeqYwaJvIcGshzaCDPoYE8hw5yHRrIc2ggz2hIgvJODkmKjo6WJJmmqYsuukgej0d33XWX7Ha7/v3vf+uMM87QP//5T197qowNE3kODeQ5NJDn0ECeQwe5Dg3kOTSQZzQkhmmaZqCDqE2macrr9cpqteqTTz7RhRdeqFGjRun1118PdGioQeQ5NJDn0ECeQwN5Dh3kOjSQ59BAntEQBH2Ro7zRo0erqKhIc+bMkcRzYsGKPIcG8hwayHNoIM+hg1yHBvIcGsgz6quQ+Sncv3+/zjzzTD6EQY48hwbyHBrIc2ggz6GDXIcG8hwayDPqs5C6k6MMH8LQQJ5DA3kODeQ5NJDn0EGuQwN5Dg3kGfVNSBY5AAAAAABA8KHkBgAAAAAAggJFDgAAAAAAEBQocgAAAAAAgKBAkQMAAAAAAAQFihwAAAAAACAoUOQAAAAAAABBgSIHAAAAAAAIChQ5AAAAAABAUKDIAQAAAAAAggJFDgAAAAAAEBQocgAAAAAAgKBAkQMAAAAAAAQFihwAAAAAACAoUOQAAAAAAABBgSIHAAAAAAAIChQ5AAAAAABAUKDIAQAAAAAAggJFDgAAAAAAEBQocgAAAAAAgKBAkQMAAAAAAAQFihwAAAAAACAoUOQAAAAAAABBgSIHAAAAAAAIChQ5AAAAAABAUKDIAQAAAAAAggJFDgAAAAAAEBQocgAAAAAAgKBAkQMAAAAAAAQFihwAAAAAACAoUOQAAAAAAABBgSIHAAAAAAAIChQ5AAAAAABAUKDIAQAAAAAAggJFDgAAAAAAEBQocgAAAAAAgKBAkQMAAAAAAAQFihwAAAAAACAoUOQAAAAAAABBgSIHAAAAAAAIChQ5AAAAAABAUKDIAQAAAAAAggJFDgAAAAAAEBQocgAAAAAAgKBAkQMAAAAAAAQFihwAAAAAACAoUOQAAAAAAABBgSIHAAAAAAAIChQ5AAAAAABAUKDIAQAAAAAAggJFDgAAAAAAEBQocgAAAAAAgKBAkQMAAAAAAAQFihwAAAAAACAoUOQAAAAAAABBgSIHAAAAAAAIChQ5AAAAAABAUKDIAQAAAAAAggJFDgAAAAAAEBQocgAAAAAAgKBAkQMAAAAAAAQFihwAAAAAACAoUOQAAAAAAABBgSIHAAAAAAAIChQ5AAAAAABAUKDIAQAAAAAAggJFDgAAAAAAEBQocgAAAAAAgKBAkQMAAAAAAAQFihwAAAAAACAoUOQAACCETJ06VYZh1Mm50tLSlJaW5ltfunSpDMPQu+++WyfnHzNmjNq0aVMn5wIAAPUDRQ4AABqwWbNmyTAM3xIeHq7k5GQNGjRITz/9tHJzc4/7HDt37tTUqVO1evXq4w+4htXn2AAAQN2jyAEAQBB44IEH9MYbb+iFF17QxIkTJUm33HKLunbtqrVr1/ra3XvvvSosLKxS3zt37tS0adOqXEhYuHChFi5cWKVjquposb388sv6/fffa/X8AACgfgkLdAAAAOD4DR48WD179vStT548WV988YUuuOACDRkyRL/++qsiIiIUFhamsLDa/d9/QUGBIiMjZbfba/U8x2Kz2QJ6fgAAUPe4kwMAgCDVv39/3Xfffdq6davefPNNSRWPybFo0SKdffbZio+PV3R0tE488UTdc889kkrG0TjttNMkSVdffbXvsZhZs2ZJKhl3o0uXLlq1apX69OmjyMhI37GHjslRxuPx6J577lFSUpKioqI0ZMgQbd++3a9NmzZtNGbMmMOOLd/nsWKraEyO/Px83XbbbUpJSZHD4dCJJ56oJ554QqZp+rUzDEMTJkzQBx98oC5dusjhcPw/e/cdHkW5tgH8nq1pm2wS0huhE3pViiQUpYocYsFDKIKiSBGxIKBUEeGIogjisYAfRVEBQRAOKIQmIFKltxRCCiEhZZNsn++PJUOWEEg2gYTk/l3XXrsz7zvPvLtJYObZt6BJkybYunVryR84ERERVTomOYiIiKqxIUOGAECJw0ZOnTqFfv36wWAwYNasWViwYAH69++Pffv2AQAaN26MWbNmAQBGjRqFFStWYMWKFejSpYsUIyMjA71790bLli2xcOFCdO3a9a5tmjNnDjZv3oxJkyZh/Pjx2L59O3r06FHmYTSlaVtRoiiif//++OSTT9CrVy98/PHHaNiwId566y1MnDixWP29e/fi1VdfxaBBgzB//nzo9XpER0cjIyOjTO0kIiKiB4fDVYiIiKqx4OBgeHh44NKlS3cs3759O4xGI7Zs2YJatWoVK/fz80Pv3r0xbdo0dOjQATExMcXqpKamYunSpXj55ZdL1abMzEycOXMGGo0GANC6dWs8++yz+OqrrzB+/PhSv7fStK2ojRs3YseOHXj//fcxdepUAMCYMWPwzDPP4NNPP8XYsWNRt25dqf6ZM2dw+vRpaV/Xrl3RokULfP/99xg7dmyp20lEREQPDntyEBERVXNubm4lrrKi1WoBABs2bIDVanUovlqtxgsvvFDq+kOHDpUSHADw9NNPIyAgAL/99ptD5y+t3377DXK5vFgi5Y033oAoitiyZYvd/h49etglPZo3bw53d3dcvnz5vraTiIiIHMckBxERUTWn0+nskgpFPffcc+jUqRNefPFF+Pn5YdCgQfjxxx/LlPAICgoq0ySj9evXt9sWBAH16tVDfHx8qWM4IiEhAYGBgcU+i8aNG0vlRYWGhhaL4enpiRs3bty/RhIREVG5MMlBRERUjSUlJSE7Oxv16tW7Y7mzszN2796N33//HUOGDMGJEyfw3HPP4fHHH4fFYinVOZydnSuyyQBQbHLUQqVtU0WQy+V33H/7JKVERERUdTDJQUREVI2tWLECANCzZ88S68hkMnTv3h0ff/wxTp8+jTlz5mDHjh3YuXMngJITDo66cOGC3bYoirh48aLdSiienp7IysoqduztvS3K0rawsDAkJycXG7pz9uxZqZyIiIgebkxyEBERVVM7duzA7NmzER4ejsGDB9+xTmZmZrF9LVu2BAAYDAYAgKurKwDcMengiP/7v/+zSzT8/PPPSElJQe/evaV9devWxYEDB2A0GqV9mzZtKrbUbFna1qdPH1gsFnz++ed2+z/55BMIgmB3fiIiIno4cXUVIiKiamDLli04e/YszGYz0tLSsGPHDmzfvh1hYWHYuHEjnJyc7njcrFmzsHv3bvTt2xdhYWG4du0alixZguDgYHTu3BmALeGg1WqxdOlSaDQauLq64pFHHkF4eLhDbfXy8kLnzp3xwgsvIC0tDQsXLkS9evXw0ksvSXVefPFF/Pzzz+jVqxeeffZZXLp0CStXrrSbCLSsbXvyySfRtWtXTJ06FfHx8WjRogW2bduGDRs2YMKECcViExER0cOHSQ4iIqJqYNq0aQAAlUoFLy8vNGvWDAsXLsQLL7xQ4qSjANC/f3/Ex8fj22+/xfXr11GrVi1ERkZi5syZ8PDwAAAolUp89913mDx5Ml555RWYzWYsW7bM4STHlClTcOLECcydOxe5ubno3r07lixZAhcXF6lOz549sWDBAnz88ceYMGEC2rZti02bNuGNN96wi1WWtslkMmzcuBHTpk3DmjVrsGzZMtSuXRv/+c9/isUlIiKih5MgcvYsIiIiIiIiIqoGOCcHEREREREREVULTHIQERERERERUbXAJAcRERERERERVQtMchARERERERGRnblz56Jdu3bQaDTw9fXFgAEDcO7cObs6UVFREATB7vHKK69UUottmOQgIiIiIiIiIju7du3CmDFjcODAAWzfvh0mkwlPPPEE8vLy7Oq99NJLSElJkR7z58+vpBbbcAlZIiIiIiIiIrKzdetWu+3ly5fD19cXhw8fRpcuXaT9Li4u8Pf3f9DNKxGTHADMZjOOHj0KPz8/yGTs3EJERERERETVi9VqRWJiIiIiIqBQ3EoFqNVqqNXqex6fnZ0NAPDy8rLbv2rVKqxcuRL+/v548skn8d5778HFxaViG18GgiiKYqWdvYo4dOgQ2rdvX9nNICIiIiIiInqgpk+fjhkzZty1jtVqRf/+/ZGVlYW9e/dK+//73/8iLCwMgYGBOHHiBCZNmoT27dtj3bp197nVJWOSA0BiYiLCwsLw119/ISAgoLKbQ0RERERERFShUlJS0L59e5w8eRIhISHS/tL05Bg9ejS2bNmCvXv3Ijg4uMR6O3bsQPfu3XHx4kXUrVu3wtpeFhyuAkhDVAICAu76AyMiIiIiIiJ6mHl4eMDd3b3U9ceOHYtNmzZh9+7d97xffuSRRwCASQ4iIiIiIiIiqjpEUcS4ceOwfv16xMbGIjw8/J7HHDt2DAAqdYQEkxxEREREREREZGfMmDFYvXo1NmzYAI1Gg9TUVAC2niDOzs64dOkSVq9ejT59+sDb2xsnTpzA66+/ji5duqB58+aV1m4mOYiIiIiIiIjIzhdffAEAiIqKstu/bNkyDB8+HCqVCr///jsWLlyIvLw8hISEIDo6Gu+++24ltPaWSk1yzJ07F+vWrcPZs2fh7OyMjh07Yt68eWjYsKFUJyoqCrt27bI77uWXX8bSpUul7cTERIwePRo7d+6Em5sbhg0bhrlz59oti1MeoijCbDbDYrFUSDyq2ZRKJeRyeWU3g4iIiOi+s1gsMJlMld0MohpDLpdDoVBAEIRyx7rXGiUhISHF7tWrgkpNcuzatQtjxoxBu3btYDabMWXKFDzxxBM4ffo0XF1dpXovvfQSZs2aJW0XXXPXYrGgb9++8Pf3x59//omUlBQMHToUSqUSH3zwQbnbaDQakZKSgvz8/HLHIgIAQRAQHBwMNze3ym4KERER0X2j0+mQlJR0zxslIqpYLi4uCAgIgEqlquymVIpKTXJs3brVbnv58uXw9fXF4cOH0aVLF2m/i4sL/P397xhj27ZtOH36NH7//Xf4+fmhZcuWmD17NiZNmoQZM2aU6wdrtVoRFxcHuVyOwMBAqFSqCsmIUc0liiLS09ORlJSE+vXrs0cHERERVUsWiwVJSUlwcXGBj48Pr6GJHgBRFGE0GpGeno64uDjUr19fWkm0JqlSc3JkZ2cDALy8vOz2r1q1CitXroS/vz+efPJJvPfee1Jvjv3796NZs2bw8/OT6vfs2ROjR4/GqVOn0KpVK4fbYzQaYbVaERISYtd7hKg8fHx8EB8fD5PJxCQHERERVUsmkwmiKMLHxwfOzs6V3RyiGsPZ2RlKpRIJCQkwGo1wcnKq7CY9cFUmyWG1WjFhwgR06tQJTZs2lfb/+9//RlhYGAIDA3HixAlMmjQJ586dw7p16wAAqampdgkOANJ24eyvtzMYDDAYDNJ2bm4uAFvGuei8GxaLBaIoQhRFzsdBFcZqtUq/U/y9IiIiouqo8DraarXyeofoASt6D3v7/W1NUGWSHGPGjMHJkyexd+9eu/2jRo2SXjdr1gwBAQHo3r07Ll26hLp16zp0rrlz52LmzJnF9sfFxaGgoEDatlqtMBgMSEhIqJHdfOj+4O8VERERVXe83iGqPCX9/ZXUCaC6qRJJjrFjx2LTpk3YvXs3goOD71r3kUceAQBcvHgRdevWhb+/P/766y+7OmlpaQBQ4jwekydPxsSJE6Xtq1evIiIiAuHh4Xbn1+v1SEhIQFhY2EPfzWfPnj2IiYlBQkLCfYnXrVs3PPXUU3jttdcqJH5iYiKaNWuGxMREeHh4VEjMqqI6/V4RERER3Ul1ut7hdTQ9bEr6+6spQ8cqNckhiiLGjRuH9evXIzY2FuHh4fc85tixYwCAgIAAAECHDh0wZ84cXLt2Db6+vgCA7du3w93dHREREXeMoVaroVarpe2cnBwAtuV2is6RIJfLIQhCsf1VTVRUFPbv3w+VSgWZTIaQkBD07NkT77zzDnx8fKQ6SUlJ94wVGxuLAQMGICsr657nLBpPEATIZDKHPydBEHD06FG0bNkSABAeHg6dTudQrNLYsmULpk+fjnPnzkEmk6FevXqYOXMm+vTpg379+qFp06b48MMPpfrBwcGoV68eYmNjpX1PP/00AgICsGPHDuk/KYPBAEEQpAlvw8LCcOrUKbtzPyy/V0RERESOeliud3gdTZWtQYMGWLNmDZRKJd544w0cPnwYGRkZuHHjBrRarV3dL7/8EnPmzEFGRgaioqLw9ddfS/fFRZX091eV/xYrUqX2HRszZgxWrlyJ1atXQ6PRIDU1FampqdKQkUuXLmH27Nk4fPgw4uPjsXHjRgwdOhRdunRB8+bNAQBPPPEEIiIiMGTIEBw/fhz/+9//8O6772LMmDF2iYzqbt68ecjNzUVWVhZ+/PFHXL16FW3atJF6tVSkh32t80uXLuGZZ57BlClTkJmZiZSUFHz00UfQaDQAgK5du9olMy5cuAClUokTJ05Ar9cDsCXodu3ahW7duuHUqVPQ6XTQ6XQYPHgwXn31VWn79gQHEREREVUtvI6m++lu8zuePXsWer0erVq1glKpxLPPPovly5ffse6OHTswadIk/PTTT7h27Rr8/PwwePDg+9jyh1elJjm++OILZGdnIyoqCgEBAdJjzZo1AACVSoXff/8dTzzxBBo1aoQ33ngD0dHR+PXXX6UYcrkcmzZtglwuR4cOHRATE4OhQ4di1qxZFd5eURRhNRge2MORNcUFQUBERARWrlwJd3d3LFiwAIAts1w0E7hq1SrUr18fGo0GQUFBmD17NjIyMtC7d29kZ2fDzc0Nbm5u2LNnD5YvX46WLVti+vTp8Pf3x6BBg4rFA2zDfqKioqDRaNChQwecOXPGrl2FvXAAYOHChYiKigIAtG/fHgDQsWNHuLm54YMPPkB8fDwEQZAy4SaTCZMnT0ZoaCh8fHzw3HPPIT093S7+0qVL0bRpU7i7u6N///7Saj23O3r0KPz8/DBgwADI5XI4OTkhMjISjz32GABbkuPw4cPShLSxsbHo3r07WrVqhf379wMATp48iYyMDERGRpbtB0RERERUU4nig3s4gNfR976OLoz91VdfoXbt2vD29sarr74Ko9EIANL7Laply5bSjXth+bRp01CrVi34+/tjzZo12LdvH5o2bQoPDw+MHDkSVqvV7rNftGgRAgIC4O/vj+nTp5d4n1QYf8qUKfD29kZoaCiWLFkilYuiiAULFqBu3brw8vJCr169cPnyZQDAmjVr8Oijj0p1o6Oj7XpJvPHGGxg3bpwU57PPPkOjRo2g1WoRFRVl9zOrXbs25s6di0cffRQuLi44ffr0Hdv766+/4sknnwQANGzYECNHjrRbhKOoZcuWISYmBo888ghcXV0xd+5c7Nq1S2o/3VLpw1XuJiQkBLt27bpnnLCwMPz2228V1awSiUYjrr424b6fp1DQpwshONgbRaFQYMCAAdi+fXuxsry8PAwfPhx//PEHunTpgqysLFy4cAHe3t7YsmVLsW52ly5dwsmTJxEdHY3ExESYzeZi86AAwDfffIPNmzejTZs2mDlzJp566imcPn0aCsXdf83++usvCIKAP//8U/pHMT4+3q7O3LlzsWnTJuzduxdeXl548cUXMXjwYGzbtk2q8+OPP2LHjh1QqVTo1q0bPvnkE8yYMaPY+dq0aYPk5GSMHj0aTz31FNq3b2+3bHHLli3h5uaGvXv3onfv3oiNjUXv3r0RGhqK2NhYqadHixYtii13TERERER3IIpAyvUHd76AWoAgOHQor6NLvo4utH79ehw7dgz5+fno06cP5s6di+nTp9+1rYVOnjyJESNGIDU1Fd999x1GjRqFnj17YteuXTAYDGjVqhV++eUXDBw4EIBtJcwjR47g0qVLSExMxOOPP446depg2LBhJcbv27cvUlJScPjwYfTs2RNNmzZFly5dsGLFCnz88cfYunUr6tevj6lTp+LJJ5/E8ePHERUVhZiYGOTm5kr3Ai4uLjhz5gwaN26MHTt2YNq0aQBsX9Z/8803+PXXXxEeHo4lS5bgySefxOnTp6Vh68uXL8fGjRtRr169EntybNy4Ee+++26pPrcTJ05ISRbAtqKov78//vnnH9SpU6dUMWoKTnVcjQUFBSEzM/OOZUqlEmfOnEFOTg60Wi3atWt311geHh6YOnUqVCoVXFxc7lhn0KBB6NChA1QqFWbMmIG0tDQcOHCg3O8DAFasWIF3330XoaGhcHNzw8cff4zt27cjOTlZqvP222/D19cXWq0W0dHROHz48B1jhYeHY9++fdDpdHjxxRfh4+ODxx9/XMqCymQyREZGYufOnQCAXbt2ITIy0m5fbGwsunXrViHvjYiIiIiqFl5H3/k6utCMGTOg1WoRGBiIyZMnY8WKFaVuj4+PD8aPHw+FQoHnn38eOTk5GDlyJLy9vREYGIjIyEgcOXJEqm+1WjFv3jy4uLigUaNGGDt27F3P5+rqihkzZkClUqFDhw4YPHgw/u///k/6LMaPH49mzZrByckJH3zwAa5cuYK//voLfn5+aNCgAfbs2YNjx44hLCwM/fr1w86dO5GZmYmTJ09KPWgWL16MWbNmoX79+lAoFBg/fjwKCgpw8OBBqR2jR49Gw4YNIZfLpcRHURkZGXYx70Wn0xXrAaTVaqXe53RLlVhd5WEhqFQI+nThAz1feVy9evWOPQ1cXV3x66+/YsGCBXj77bfRrFkzzJ49G127di0xVlBQ0D2X/woLC5NeK5VKBAQE4OrVq46/gSKSkpJQu3ZtaTswMBBqtRpJSUkIDAwEYL+ajqur613/4Fu3bi3943jp0iW8/PLLiImJwZ9//gnANmRl5cqVuHDhAtRqNUJCQuDj44Pjx48jPz8fu3fvxgsvvFAh742IiIio2hMEW++KB3m+cuB19N1vnIu2NywsrExt9fPzk14XJn1u31d04lQnJydpgYnSnC8wMBBKpdKufuHogNs/C7VajcDAQGki2K5du2Lnzp3w9/dH165d0aFDB6xatQp+fn5o3rw5PD09Adh6y8TExNhN5Gk0Gu0mlA0NDb3r5/Dbb7+he/fupZ5H0s3NrdgwouzsbGleQbqFPTnKQBAEyNTqB/YQyvGPs9lsxoYNG0rMDHbv3h2//fYbrl+/jmeeeQYDBgyA1Wot8R/g0qxvXnRZLZPJhJSUFAQFBQGw/WOZn58vlaekpNgde6/3GhwcbNf1LjU1FQaD4Z5LDpdG3bp18dprr+Gff/6R9nXt2hVHjx7Fxo0bpXk3nJyc0LJlS/z3v//FjRs30KVLl3Kfm4iIiKjGEIQH9ygHXkffW9H2JiYmSm11c3Oza2vh+cpDr9fj2rVrdzzfnSQnJ9tN8Fq0/u2fhdFoRHJysvRZFCY5duzYgW7duiEqKgp79uzBH3/8YZfICgkJwU8//YSsrCzpkZ+fj+eff16qc6+f+8aNG9G/f//SfQgAmjdvbjc3y7Vr15CSkoJmzZqVOkZNwSRHNXT27FkMGzYM2dnZmDhxYrHytLQ0rF+/Hrm5uVAoFHB3d5fG+/n5+SE3N9fuH5LSWrNmDQ4ePAij0YhZs2bBx8dHmrynsOeE2WzGsWPHinUx8/Pzw6VLl0qMHRMTI3Un0+l0mDhxInr06CFln8tiz549WLJkidRFLzU1FV999RU6duwo1WnWrBm0Wi0++ugju//gIiMjMW/ePLRp0wbu7u5lPjcRERERVV28ji6dWbNmISsrC8nJyZg7d660ykfLli1x+fJl7NmzB2azGfPnz0dGRobD5wFsyYLJkyejoKAA586dw+LFi++6qkheXh5mz54No9GIgwcPYtWqVVL9mJgYfP755zh9+jQMBgPeffddBAUFSRO4RkZG4vjx49i/fz86d+4MrVaL4OBgrFq1ym6o+pgxYzBt2jScO3cOAJCTk4MNGzaUeuiI0WjE77//jj59+kj7RFGEXq+HwWAAABgMBuj1emkeyxdeeAErV67EX3/9hfz8fEyZMgWRkZGcj+MOmOSoJiZNmgSNRgMPDw8MHDgQ/v7++Pvvv+26fhWyWq349NNPERISAg8PDyxevBg///wzZDKZNKtvREQEtFot9u7dW+o2jBgxApMmTYKXlxe2b9+OX375RfpHf9GiRdi/fz+0Wi0mTZpUbKKg2bNnY/z48fD09MSHH35YLPbkyZPRs2dPdOjQAbVr14bJZMLKlSvL+CnZeHp64n//+x/atGkDV1dXtG7dGp6envjuu++kOoIgICoqCqmpqXYrqERGRiI1NfWuXRKJiIiI6OHB6+iye+qpp9CyZUs0bdoUjzzyCKZMmQIAqFevHubPn4+nn34aAQEBMBgMaNKkSbnOpdFo0LJlS9SpUwddunTB0KFDS5x0FACaNm0Ks9mMgIAAPP3005gzZ4507T506FCMGzcO/fr1g7+/P44fP45ff/1V+qxr1aqFiIgIREREwNXVFYCt505+fr5dL+6xY8di+PDhGDhwINzd3dG4cWOsXr261O9p165daNq0KWrVujWEKyEhAc7OzmjUqBEA2xAiZ2dnqddMt27dMHfuXAwcOBA+Pj5ITk7GqlWrSn3OmkQQHVmntJpJSkpCSEgIrly5YtdtS6/XIy4uDuHh4XBycqrEFlJ1wt8rIiIiqu54vVM9xcfHIzw8HDdu3Cg2Ceb9EBsbW2zFmrtZvnw5Fi5caDesoyoaN24cQkND8dZbb92X+CX9/ZV031vdcOJRIiIiIiIiogekWbNm6N27d2U3o9pikoOIiIiIiIjoARk1alRlN6Fa45wcREREREREdE+1a9eGKIoPZKgKAERFRZV6qAoADB8+vMoPVaH7j0kOIiIiIiIiIqoWmOQgIiIiIiIiomqBSQ4iIiIiIiIiqhaY5CAiIiIiIiKiaoFJDiIiIiIiIiKqFpjkqCH27NmD4ODg+xYvKioKCxcurLD4iYmJcHNzQ3Z2doXFJCIiIiJ62BS9zi7LNf2qVavQsWPH+9gyoqpJUdkNoPKLiorC/v37oVKpIJPJEBISgp49e+Kdd96Bj48PAOCxxx5DUlLSPWPFxsZiwIAB91yqqbTxSksQBBw9ehQtW7YEAISGhkKn01VY/Dudz9nZGTKZDK6urujatSs+++wz+Pr64qOPPsLPP/+MAwcOSPVjYmLw888/IysrC05OTgCAzz//HF9++SU6deqElStXAgDMZjNMJhOcnZ2lY0+fPo3Q0ND79l6IiIiIHhYjlx+67+f4Zni7+36O8hg1ahR27dqFCxcu4OOPP8aECRNKfWxZrsEHDx6MwYMHO9hKoocXe3JUE/PmzUNubi6ysrLw448/4urVq2jTpg3S0tIq/Fwmk6nCY1aGP//8EzqdDqdPn0Z6ejrefPNNAEDXrl1x+PBhuyRLbGws6tSpY5f42LlzJ7p164alS5dCp9NBp9Nh6dKlaNasmbSt0+mY4CAiIiIiSYsWLbBkyRK0b9++sptSoarLPQI9/JjkKANRFKE3WR7YQxTFMrdREARERERg5cqVcHd3x4IFCwDYbtK1Wq1Ub9WqVahfvz40Gg2CgoIwe/ZsZGRkoHfv3sjOzoabmxvc3NywZ88eLF++HC1btsT06dPh7++PQYMGFYsHAFevXkVUVBQ0Gg06dOiAM2fO2LXr2LFj0vbChQsRFRUFANI/8B07doSbmxs++OADxMfHQxAEqUeJyWTC5MmTERoaCh8fHzz33HNIT0+3i7906VI0bdoU7u7u6N+/f6mHunh7e2PgwIE4fPgwAKBVq1bSeweACxcuwMnJCc8//zx27twJwPa7sHv3bnTt2rVU5yAiIiKiqmXt2rXSNa+bmxucnZ0hCAIAYOXKlWjcuDG0Wi06d+6MI0eOSMdFRUVh8uTJ6NmzJzQaDVq3bo1//vlHKtfpdBg7dixCQ0Ph6+uLoUOH2l2XjhkzBt27d5d6B5dF0Wvw9evXo27dunblBw8ehFarhV6vl67hC9WuXRvz58/Ho48+Co1Gg8jISFy5ckUqP3XqlFTWtWtXvP3229L1+p3MmDED/fr1w+jRo+Hl5YV33nkHw4cPx8iRI/H000/Dzc0NTZo0wcmTJ/Hll18iODgYPj4+WLJkSZnfN1FZcLhKGRjMVoxZdeTeFSvI4sGt4aSUO3SsQqHAgAEDsH379mJleXl5GD58OP744w906dIFWVlZuHDhAry9vbFly5Ziw1UuXbqEkydPIjo6GomJiTCbzfjrr7+Kxf3mm2+wefNmtGnTBjNnzsRTTz2F06dPQ6G4+6/ZX3/9BUEQ8Oeff0r/EMfHx9vVmTt3LjZt2oS9e/fCy8sLL774IgYPHoxt27ZJdX788Ufs2LEDKpUK3bp1wyeffIIZM2bc87NKS0vDTz/9hAYNGgAAZDIZunTpgtjYWPTu3RuxsbGIiopCZGQk3nvvPQDAyZMnkZmZicjIyHvGJyIiIqKqJzo6GtHR0QAAi8WCvn37wtfXF7t378bo0aOxefNmdOjQAYsXL0avXr1w4cIFeHh4AABWrFiBzZs3o0mTJnj11Vcxbtw4xMbGAgBGjBgBhUKBEydOQKlU4sUXX8TYsWOxYsWKCm1/37598eKLL2Lfvn3o1KmT1K5nnnmmxATKypUrsWHDBgQEBGDgwIF47733sHz5cphMJvTv3x9Dhw7F7t27cfToUfTt2xdNmza9axu2bt2Kr7/+GosWLYLRaMSrr76Kn376CVu2bMEPP/yAF198EU899RSio6Nx+fJl7NmzB3369EF0dDT8/Pwq9POgh4OXl1eZ6guCgCNHjiAsLKzUxzDJUY0FBQUhMzPzjmVKpRJnzpxBy5YtodVq0a7d3ccuenh4YOrUqZDJZFCpVHesM2jQIHTo0AGALbP7+eef48CBA+jcuXP53ghs/2C///770tCPjz/+GEFBQUhOTkZgYCAA4O2334avry8A239aRYeW3Mljjz0GwJZtb9++PVatWiWVde3aFatXrwZgy5j36tULjzzyCI4fP46CggLExsaiZcuW8PT0LPd7IyIiIqLKNX78eOTn5+Prr7/GmDFjEBMTgy5dugAAJkyYgC+++AKbN2/Gv//9bwC2+dpatGgBABg2bBh69eoFAEhPT8fatWtx/fp1qcfFrFmz0KRJEyxfvhxyuWNfYN6JSqXCc889hxUrVqBTp04wmUxYs2YN1q1bV+Ixr776KsLDwwHY5uz48MMPAQAHDhxARkYGpk6dCoVCgUceeQTPPfccTp06ddc2NG3aFMOHDwcA6YvNvn37SkmXZ599FitWrMDMmTOhUqnQvXt3eHh44J9//mGSo4bKysrCwoULpYTh3YiiiFdffRUWi6VM52CSowzUChkWD279QM9XHlevXr1jpszV1RW//vorFixYgLfffhvNmjXD7Nmz7zr0IigoCDLZ3dtTNLumVCoREBCAq1evOv4GikhKSkLt2rWl7cDAQKjVaiQlJUlJDn9/f6nc1dUVubm5d425Z88etGzZEgcOHEB0dDSSk5MRFBQEwJbkePPNN5GTk4Ndu3bhww8/hFqtRsuWLfHnn38iNjaWQ1WIiIiIqoGFCxdi27ZtOHDgAFQqFZKSkooN0wgPD7eb8PP2687Cudzi4+NhtVqlREIhmUyG1NRU6VqzJL1795aGTE+ZMgVTpky5a/2hQ4eiT58++PTTT7F161ZoNJq7fsFY0vVycnIyAgIC7Hpgh4aGSkmODz74AB988AEA2xeFW7ZskercrmjywsXFBRqNxm5SfhcXl/u6wABVfYMGDZK+nL6XcePGlTk+kxxlIAiCw8NHHjSz2YwNGzagT58+dyzv3r07unfvDpPJhCVLlmDAgAG4ceNGiYmMeyU4ACAhIUF6bTKZkJKSIv1D7urqivz8fKk8JSXF7tjC8Y8lCQ4ORnx8PB555BEAQGpqKgwGQ4Usi/voo4/izTffxMsvv4zDhw9DEAQ0b94cWq0W3377LVQqFUJCQgAAkZGR2LlzJ3bv3o0RI0aU+9xEREREVHk2bdqEOXPmYN++ffD29gZw67qzqPj4+FJdd4aEhEAmkyE5ORkuLi5lbk9h8qC0Hn30UdSqVQubNm3C999/j5iYmHteV99JYGAgUlNTYTabpURHYmKiVF5SwqU09whERVmt1jLVv9cX13fC38pq6OzZsxg2bBiys7MxceLEYuVpaWlYv349cnNzoVAo4O7uLv1j5ufnh9zcXFy7dq3M512zZg0OHjwIo9GIWbNmwcfHB48++igAoHXr1lixYgXMZjOOHTtWbEyin58fLl26VGLsmJgYfPDBB7hy5Qp0Oh0mTpyIHj16SL04yuuVV15BUlIS1q5dC8CWdImMjMS8efPsMvmRkZH45ptvkJWVJXVhJCIiIqKHz/HjxzF06FC7udkA23XnqlWrsG/fPpjNZixatAgZGRklfnlYlL+/PwYMGICxY8fi+vXrAGxfzq1fv16qYzQaodfrYbVaYTabodfrYTabHX4fQ4YMwaJFi7B582YMHTrUoRiPPvootFot5s6dC5PJhEOHDuHHH390uE1Ed2MwGO5rfCY5qolJkyZBo9HAw8MDAwcOhL+/P/7+++87jnWzWq349NNPERISAg8PDyxevBg///wzZDIZGjZsiJEjRyIiIgJarRZ79+4tdRtGjBiBSZMmwcvLC9u3b8cvv/wiJU8WLVqE/fv3Q6vVYtKkSRg2bJjdsbNnz8b48ePh6ekpjQ0sqnAG6w4dOqB27dowmUxYuXJlGT+lkjk7O+P111/HjBkzpOxi165dkZqaaje5aIcOHZCZmYk2bdpAo9FU2PmJiIiI6MFav349srOz0a9fP7tVViIjI7Fo0SKMHDkS3t7e+OGHH7Bly5ZiKwuWZPny5dKcd+7u7njsscekVfwA4IknnoCzszP27NmDt956C87Oznj//fcdfh9DhgzB7t270apVK9SrV8+hGEqlEhs2bMCmTZvg6emJt99+GzExMVCr1Q63i6gkHh4e6Nq1K2bNmoU9e/ZU+PLDgujIOqXVTFJSEkJCQnDlyhW7bmh6vR5xcXEIDw93aIknojvh7xURERFVd7zeefi9/PLLsFqt+Oqrryq7KVRGJf39lXTf+6AtX74csbGxiI2NRWJiIpydndGxY0d069YNXbt2Rbt27co1SS97chAREREREdVwe/bswZUrV2C1WvHHH39g1apVeOaZZyq7WVQNDR8+HMuXL0d8fDwuXryIRYsWITAwEEuXLkWnTp3g6emJvn37OhyfE48SERERERHVcJcvX8agQYNw48YNBAcH48MPP8QTTzxR2c2iaq5OnTqoU6cORowYgbi4OHzzzTdYtGgRtm7d6nBMJjmIiIiIiIhquGHDhhWbN4/ofkpMTMTOnTuloSvXr1+XVr4sOi9iWTHJQUREREREREQPxIgRIxAbG4vMzEx06tQJjz32GEaNGoV27dpJC1eUB5McpcC5Waki8feJiIiIiIhqquXLlyM0NBRTp05F9+7d0apVKwiCUGHxmeS4C6VSCQDIz8+Hs7NzJbeGqguj0QgA5ZoxmIiIiIiI6GF05swZaZjKggULYDAY0LlzZ0RGRiIqKgqtW7eGTOb4GilMctyFXC6HVqvFtWvXAAAuLi4VmmGimsdqtSI9PR0uLi4V0hWLiIiIiIjoYdKwYUM0bNgQr7zyCgDg9OnT2LVrF3bu3ImPPvoIer0enTt3xqZNmxyKz7use/D39wcAKdFBVF4ymQyhoaFMmBERERERUY0XEREBb29veHp6wtPTEz/88AO2bNnicDwmOe5BEAQEBATA19cXJpOpsptD1YBKpSpX9ysiIiIiIqL7be7cuVi3bh3Onj0LZ2dndOzYEfPmzUPDhg2lOnq9Hm+88QZ++OEHGAwG9OzZE0uWLIGfn99dY1+7dg2xsbHSsJXz589DpVKhffv2eP3119G1a1eH280kRynJ5XLOoUBEREREVB6rn7v/5/j3mvt/DgedP38ekyZNwv79+6HX69GkSRPMnz8fnTp1quymERWza9cujBkzBu3atYPZbMaUKVPwxBNP4PTp03B1dQUAvP7669i8eTN++ukneHh4YOzYsRg4cCD27dtXYtzGjRvj/PnzUCgUaNeuHZ5++mlERUWhU6dOcHJyKne7meQgIiIiIiJ6ALKystC7d2/897//hZeXF7799lv06dMHly5dQq1ate77+c1mM+RyOYdNU6ls3brVbnv58uXw9fXF4cOH0aVLF2RnZ+Obb77B6tWr0a1bNwDAsmXL0LhxYxw4cACPPvroHeMOGDAAXbt2RefOneHi4lLh7WafeSIiIiIiqnHWrl0LNzc36eHs7Czd/K9cuRKNGzeGVqtF586dceTIEem4qKgoTJ48GT179oRGo0Hr1q3xzz//SOU6nQ5jx45FaGgofH19MXToUGRnZwMA2rdvj1GjRsHHxwdyuRwvvfQS5HI5Tpw4UWI7s7Ky8Mwzz0Cr1aJRo0ZYtGiRXZJi5cqVaNq0KTQaDUJDQ/Hee+9BFEWpXBAEfP7552jatClcXV2h0+nw8ccfo379+tBoNKhbty4+//xzu3Pu3r0bzZo1g0ajwcCBAzFy5EgMHz5cKr906RKefPJJ+Pj4ICwsDO+//z6sVqtjPwh64HJzc5GTkyM9DAZDqY4r/D328vICABw+fBgmkwk9evSQ6jRq1AihoaHYv39/iXHmzp2LJ5544r4kOAAmOYiIiIiIqAaKjo6GTqeDTqdDdnY2IiMjMWTIEOzevRujR4/Gl19+ifT0dDz99NPo1auXdIMHACtWrMD8+fNx48YNtG3bFuPGjZPKRowYgczMTJw4cQJxcXEwmUwYO3bsHdvwzz//IDc3FxERESW2c9y4ccjLy0NCQgJ27tyJFStW2JV7e3tj3bp1yMnJwcaNG/Hf//4Xq1evtquzevVqbNu2DTk5OXB1dUVYWBh27NiBnJwcfP3113jrrbek4QU3btxA//798frrr+PGjRt48cUXsWrVKilWfn4+unfvju7du+Pq1avYs2cPfvjhByxbtqz0Hz5VqoiICHh4eEiPuXPn3vMYq9WKCRMmoFOnTmjatCkAIDU1FSqVClqt1q6un58fUlNT7xhn4sSJyMvLK3VbJ0+ejMzMzFLXB5jkICIiIiKiGm78+PHIz8/H119/jRUrViAmJgZdunSBUqnEhAkT4Onpic2bN0v1Y2Ji0KJFCygUCgwbNgyHDx8GAKSnp2Pt2rVYvHgxtFotXF1dMWvWLKxZswYWi8XunFlZWRg0aBCmTJkireh4O4vFgjVr1mDWrFnw8PBAQEAA3nrrLbs6vXv3RoMGDSAIAlq2bInnn38esbGxdnXefvttBAYGQq1WQyaTITo6GiEhIRAEAV27dkXPnj2lYzZt2oTg4GCMGDECCoUCffr0Qffu3aVYmzdvhqenJyZMmACVSoXQ0FC89tprxRIrVHWdPn0a2dnZ0mPy5Mn3PGbMmDE4efIkfvjhh3Kd+9NPP0V+fn6p6y9evBhZWVllOgfn5CAiIiIiohpr4cKF2LZtGw4cOACVSoWkpCRERUXZ1QkPD0dSUpK0XTQpUTgEBADi4+NhtVoRHh5ud7xMJkNqaiqCgoIA2Lr99+zZE507d8aMGTOker1798aePXsAAFOmTMHIkSNhMpkQEhIi1QkNDbWL/b///Q8zZ87E+fPnYTKZYDAY0Lt3b7s6tx+zatUqLFiwQGpvfn6+1Obk5GS78xUeX1BQIL3HkydP2n17b7Vaix1DVZdGo4G7u3up648dOxabNm3C7t27ERwcLO339/eH0WhEVlaW3e9DWlpaiYk7URSlpFxplKXXRyEmOYiIiIiIqEbatGkT5syZg3379sHb2xsAEBwcjPj4eLt68fHxdjd3JQkJCYFMJkNycnKJ8w0UJjiaNGmCpUuX2t3sbdmyxa6uxWKBUqnElStXpCU5ExMTpXKj0YiBAwdiyZIlGDRoENRqNSZMmFCs/TLZrQ78iYmJGDZsGLZu3YqoqCgoFAoMGDBAmscjMDAQV65csTs+MTERPj4+0nts06YNDhw4cM/Pgx5uoihi3LhxWL9+PWJjY4sl79q0aQOlUok//vgD0dHRAIBz584hMTERHTp0uGNMR4Y13Ws52ttV6nCVuXPnol27dtBoNPD19cWAAQNw7tw5uzp6vR5jxoyBt7c33NzcEB0djbS0NLs6iYmJ6Nu3L1xcXODr64u33noLZrP5Qb4VIiIiIiJ6iBw/fhxDhw7FTz/9hAYNGkj7Y2JisGrVKuzbtw9msxmLFi1CRkYG+vTpc8+Y/v7+GDBgAMaOHYvr168DsM1bsH79egBATk4OevXqhQYNGuDrr7++57fZcrkczz77LGbMmIHs7GykpqZiwYIFUrnBYIBer4e3tzfUajUOHjx4z2EjOp0OoijC19cXMpkMv/32G7Zt2yaV9+3bF1euXMHy5cthNpuxdetW7NixQyrv168f0tLSsGTJEuj1elgsFpw7d67YEBl6+I0ZMwYrV67E6tWrodFokJqaitTUVKlXj4eHB0aOHImJEydi586dOHz4MF544QV06NChxJVVhg0bVuZH4XK1pVWpSY7CdXcPHDiA7du3w2Qy4YknnrDrkvL666/j119/xU8//YRdu3YhOTkZAwcOlMotFgv69u0Lo9GIP//8E9999x2WL1+OadOmVcZbIiIiIiKih8D69euRnZ2Nfv362a2yEhkZiUWLFmHkyJHw9vbGDz/8gC1bthSbXLEky5cvh1arRbt27eDu7o7HHntMmrNj/fr1OHDgANauXQt3d3fpnEUn9rzdokWLoFarERoaiqioKDz77LNQqVQAbMMOFi9ejFGjRsHd3R1z5szBc889d9f2RUREYOrUqejWrRu8vb2xZs0a9O/fXyr38vLCL7/8go8++gharRb//e9/8cwzz0CtVgMA3Nzc8Pvvv+OPP/5A7dq14e3tjX//+98lTjRJD68vvvgC2dnZiIqKQkBAgPRYs2aNVOeTTz5Bv379EB0djS5dusDf3x/r1q2rxFYDglh0faFKlp6eDl9fX+zatUtad9fHxwerV6/G008/DQA4e/YsGjdujP379+PRRx/Fli1b0K9fPyQnJ0vdWJYuXYpJkyYhPT1d+gfgbpKSkhASEoIrV66UqhsaERERERGVTK/XIy4uDuHh4XBycqrs5lQr33//PaZNm4YLFy48sHP27NkTXbp0wdSpUx/YOclxJf391ZT73iq1uooj6+7u378fzZo1sxun07NnT+Tk5ODUqVMPsPVEREREREQV68KFC/j7778hiiIuXLiA999/H88888x9Pee2bdtw/fp1mM1m/PDDD9ixY4ddb3qiqqzKTDzq6Lq7qampxSYiKdwuqcuUwWCAwWCQtnNzcwHYhr7cvrQTERERERGVjcVigSiKvL6uADk5OYiJicGVK1fg4eGBf/3rX5g8efJ9/VwPHTqEwYMHS6uurFq1Cg0aNODP8iFR0t9fTfn5VZkkR+G6u3v37r3v55o7dy5mzpxZbH9cXJw0iQoRERERETnGarXCYDAgISHBbmUPKjtXV1f88ssvdvuuXr16X88ZHR0trZZR6EEOj6HyKenvryrNm2IymeDs7Ixjx45JnRwqSpVIcpRn3V1/f3/89ddfdvEKV18paW3eyZMnY+LEidL21atXERERgfDw8Go9NomIiIiI6EHQ6/VISEhAWFgY5+QgesBK+vtzdnauxFbZUyqVCA0NvS+9Syo1yVER6+526NABc+bMwbVr1+Dr6wsA2L59O9zd3REREXHH86rVaml2YMDWBQywLdEkl8sr/H0SEREREdUkcrkcgiDw+pqoEpT091fV/hanTp2KKVOmYMWKFdK8nBWhUpMcY8aMwerVq7FhwwZp3V3Att6us7Oz3bq7Xl5ecHd3x7hx4+zW3X3iiScQERGBIUOGYP78+UhNTcW7776LMWPG2CUyiIiIiIiIiKhq+Pzzz3Hx4kUEBgYiLCwMrq6uduVHjhxxKG6lJjm++OILAEBUVJTd/mXLlmH48OEAbOvuymQyREdHw2AwoGfPnliyZIlUVy6XY9OmTRg9ejQ6dOgAV1dXDBs2DLNmzXpQb4OIiIiIiIiIymDAgAH3Ja4giqJ4XyI/RGrKesFERERERA+CXq9HXFwcwsPDOScH0QNW0t9fTbnv5VTHRERERERERPTAZWVl4euvv8bkyZORmZkJwDZMpTwrCDHJQURERERE9AAYDAZERUXB19cX7u7uaNSoEf773/9WdrOIKsWJEyfQoEEDzJs3Dx999BGysrIAAOvWrcPkyZMdjlsllpAlIiIiIqLqb+wfY+/7OT7v/vl9P4ejFAoFFi1ahMaNG0OhUOD06dPo2rUrGjdujMcee6yymweTyQSlUlnuOkSlMXHiRAwfPhzz58+HRqOR9vfp0wf//ve/HY7LnhxERERERFTjrF27Fm5ubtLD2dkZgiAAAFauXInGjRtDq9Wic+fOdqs8REVFYfLkyejZsyc0Gg1at26Nf/75RyrX6XQYO3YsQkND4evri6FDhyI7OxuAbdGEZs2aQaGwfdcsCAIEQcDFixdLbGdWVhaeeeYZaLVaNGrUCIsWLZLaCdiSDtOmTUPdunXh7e2N/v37Izk5WSp/++23ERYWBo1Gg4iICPz0009SWWxsLLRaLb744guEhoaiY8eOxc6/fPlytGzZEtOnT4e/vz8GDRqEGTNmoF+/fnj55Zfh4eGB8PBwxMbG4pdffkG9evXg6emJqVOnlvVHQjXMoUOH8PLLLxfbHxQUJK286ggmOYiIiIiIqMaJjo6GTqeDTqdDdnY2IiMjMWTIEOzevRujR4/Gl19+ifT0dDz99NPo1auXlKgAgBUrVmD+/Pm4ceMG2rZti3HjxkllI0aMQGZmJk6cOIG4uDiYTCaMHWvfg6Vfv35wcnJCREQE/Pz88K9//avEdo4bNw55eXlISEjAzp07sWLFCrvyqVOnYt++fdi7dy9SUlLQoEEDDBo0SCpv0aIFDh06hKysLEybNg1DhgxBXFycVJ6bm4vjx4/j7Nmz2LVr1x3bcPLkSSgUCiQmJkrn37ZtG3r27InMzEwMGTIEMTEx2LBhA44fP459+/ZhwYIFDi8BSjWDWq1GTk5Osf3nz5+Hj4+Pw3GZ5CAiIiIiohpt/PjxyM/Px9dff40VK1YgJiYGXbp0gVKpxIQJE+Dp6YnNmzdL9WNiYtCiRQsoFAoMGzYMhw8fBgCkp6dj7dq1WLx4MbRaLVxdXTFr1iysWbMGFotFOn7Tpk3Iy8tDbGwsoqOj4ezsfMd2WSwWrFmzBrNmzYKHhwcCAgLw1ltvSeWiKGLJkiX4+OOPERAQAJVKhffffx/79u3DlStXAACDBw+Gr68v5HI5Bg0ahEaNGuHPP/+UYlitVnz44YdwcXGBi4vLHdvh4eGBqVOnQqVSSXXatGmDgQMHSnGvXr2Kd955B66uroiIiEDz5s2Z5KC76t+/P2bNmgWTyQTA1rMpMTERkyZNQnR0tMNxmeQgIiIiIqIaa+HChdi2bRvWr18PlUqFpKQk1K5d265OeHg4kpKSpG1/f3/ptaurK3Q6HQAgPj4eVqsV4eHh0Gq10Gq1aNeuHWQyWbHu93K5HJGRkUhLS8N//vMfAEDv3r2l4TMffPABrl+/DpPJhJCQEOm40NBQ6fX169eRl5eHLl26SOfz9/eHSqWSkhyffPIJmjRpAg8PD2i1Wpw8eRLXr1+XYmg0Gmi1WgDAqlWrpPM3adJEqhMUFASZzP7W0c/PT3pdmPi4fV/h50J0JwsWLIBOp4Ovry8KCgoQGRmJevXqQaPRYM6cOQ7H5cSjRERERERUI23atAlz5szBvn374O3tDQAIDg5GfHy8Xb34+HgEBwffM15ISAhkMhmSk5NL7BVxO5PJhAsXLgAAtmzZYldmsVigVCpx5coVKYGQmJgolXt7e8PFxQUHDx5Eo0aNisXeu3cvZsyYgR07dqBVq1aQyWRo2bIlRFGU6hRNXgwePBiDBw8uFuf2BAdRRfDw8MD27duxd+9enDhxAjqdDq1bt0aPHj3KFZe/rUREREREVOMcP34cQ4cOxU8//YQGDRpI+2NiYrBq1Srs27cPZrMZixYtQkZGBvr06XPPmP7+/hgwYADGjh0r9ZZITU3F+vXrAQDHjh3D9u3bUVBQALPZjM2bN2PVqlXo2bPnHePJ5XI8++yzmDFjBrKzs5GamooFCxZI5TKZDK+88greeOMNqedGRkYG1qxZAwDIycmBXC6Hj48PrFYrvv32W5w8edKxD4yogun1egBA586d8eqrr+Ltt98ud4IDYJKDiIiIiIhqoPXr1yM7Oxv9+vWzW2UlMjISixYtwsiRI+Ht7Y0ffvgBW7ZskYZ03Mvy5culYSru7u547LHHpDk7zGYzpkyZAj8/P3h7e2PKlCn4+OOP77pc5qJFi6BWqxEaGoqoqCg8++yzUKlUUvncuXPRoUMHdOvWDRqNBm3atMG2bdsAAL169cLTTz+NZs2aITAwEKdOnUKnTp0c/9CIKpBWq0WXLl3w3nvvYceOHSgoKKiQuIJYtK9SDZWUlISQkBBcuXKlVN3QiIiIiIioZHq9HnFxcQgPD4eTk1NlN6da+f777zFt2jRpiAvR7Ur6+6tq97179+7F7t27ERsbiz///BNmsxlt27ZFZGQkoqKi8PjjjzsUlz05iIiIiIiIqqgLFy7g77//hiiKuHDhAt5//30888wzld0sonLr3LkzpkyZgm3btiErKws7d+5EvXr1MH/+fPTq1cvhuKWaeHTjxo1lDvz444+XuBQSERERERER3VteXh5iYmJw5coVeHh4YODAgXj33Xcru1lEFeL8+fOIjY2VHgaDAf369UNUVJTDMUuV5BgwYECZggqCgAsXLqBOnTqOtImIiIiIiIgAtGzZEmfPnq3sZhBVuKCgIBQUFCAqKgpRUVGYNGkSmjdvDkEQyhW31MNVUlNTYbVaS/Uo7XJJRERERERERFTz+Pj4ID8/H6mpqUhNTUVaWlqFTD5aqiTHsGHDyjT0JCYmBu7u7g43ioiIiIiIiIiqr2PHjiE1NRXvvPMODAYDpkyZglq1aqFjx46YOnWqw3G5ugqq3iyzREREREQPM66uQlR5HpbVVYrKyMhAbGwsNmzYgO+//x5WqxUWi8WhWKWakwMALl++jPDw8HKPjyEiIiIiIiKimm3dunXShKOnT5+Gl5cXOnfujAULFiAyMtLhuKVOctSvXx8pKSnw9fUFADz33HP47LPP4Ofn5/DJiYiIiIiIiKjmeeWVV9ClSxeMGjUKkZGRaNasWYXELXWS4/ZRLb/99hvmzp1bIY0gIiIiIiIioprj2rVr9yVuqZMcREREREREVHM1adIE8+bNQ79+/Sq7KVRNWCwW/PLLLzhz5gwAICIiAk899RTkcrnDMUud5BAEodh8HJyfg4iIiIiISuvKK6Pv+zlCln5x389REU6ePInWrVujT58++OWXXx74+WfMmIFjx46V6dynTp26fw2iGufixYvo06cPrl69ioYNGwIA5s6di5CQEGzevBl169Z1KG6ZhqsMHz4carUagG3G1ldeeQWurq529datW+dQQ4iIiIiIiGoCq9WKl156CZ06darsplQYk8kEpVJZ2c2gh8j48eNRt25dHDhwAF5eXgBsq6zExMRg/Pjx2Lx5s0NxZaWtOGzYMPj6+sLDwwMeHh6IiYlBYGCgtF34ICIiIiIiqurWrl0LNzc36eHs7Cz1VF+5ciUaN24MrVaLzp0748iRI9JxUVFRmDx5Mnr27AmNRoPWrVvjn3/+kcp1Oh3Gjh2L0NBQ+Pr6YujQocjOzrY792effYbGjRuXagWJ2rVr2/W2+OWXX1C7dm278jlz5qB169Zwd3dHz549kZycDMD2RfWkSZPg7+8Pd3d3NGjQAJs2bcIvv/yCDz74AJs2bZLePwBs27YNbdu2hYeHBwICAvDqq6+ioKDgjm1Zvnw5WrZsienTp8Pf3x+DBg1CZmYm/vWvf8HT0xNarRZt2rRBQkJC6X4gVOPs2rUL8+fPlxIcAODt7Y0PP/wQu3btcjhuqXtyLFu2zOGTEBERERERVSXR0dGIjo4GYJsXoG/fvvD19cXu3bsxevRobN68GR06dMDixYvRq1cvXLhwQfpSd8WKFdi8eTOaNGmCV199FePGjUNsbCwAYMSIEVAoFDhx4gSUSiVefPFFjB07FitWrAAAJCQk4NNPP8Xff/+NRYsWVch7+frrr7FlyxaEhoZi9OjRiImJwY4dO7B9+3asXr0aR44cQWBgIBITE6HX69GgQQNMmTKl2HAVZ2dnfPXVV2jevDkSEhLQt29ffPzxx5g6deodz3vy5ElER0cjMTERZrMZ77//PsxmM65evQq1Wo1//vkHGo2mQt4jVT9qtRq5ubnF9ut0OqhUKofjlronBxERERERUXU0fvx45Ofn4+uvv8aKFSsQExODLl26QKlUYsKECfD09LTrOh8TE4MWLVpAoVBg2LBhOHz4MAAgPT0da9euxeLFi6HVauHq6opZs2ZhzZo1sFgsAICXX34Zs2bNgre3d4W1f/To0WjUqBFcXFwwf/587Ny5E0lJSVAqldDr9Th16hRMJhNCQ0PRoEGDEuM89thjaNWqFeRyOerUqYOXX35ZSt7ciYeHB6ZOnQqVSgUXFxcolUpkZGTgwoULkMvlaNmypd239ERF9evXD6NGjcLBgwchiiJEUcSBAwfwyiuvoH///g7HLVWSY+DAgcjJySl10MGDB9+35WCIiIiIiIgqysKFC7Ft2zasX78eKpUKSUlJdsNBACA8PBxJSUnStr+/v/Ta1dUVOp0OABAfHw+r1Yrw8HBotVpotVq0a9cOMpkMqampWLlyJcxmM4YMGXLHtvTu3VsaPvLBBx+U+j2EhYVJr/38/KBWq3H16lV07doVM2fOxHvvvYdatWohOjoacXFxJcY5dOgQevToAT8/P7i7u2PKlCm4fv16ifWDgoIgk926pXzrrbfw2GOP4dlnn4W/vz9ee+01u+EuREV99tlnqFu3Ljp06AAnJyc4OTmhU6dOqFevHj799FOH45ZquMqGDRuQnp5eqoCiKOLXX3/F7Nmz4evr63DDiIiIiIiI7qdNmzZhzpw52Ldvn9SzIjg4GPHx8Xb14uPjERwcfM94ISEhkMlkSE5OhouLS7Hy33//HQcPHkStWrUAAPn5+bBYLPD390dqaiq2bNlS7Bg3Nzfk5+dL2ykpKcXqFJ334tq1azAYDAgKCgIAvPrqq3j11VeRnZ2N0aNHY/z48fj111/tkhOFnn/+ebzwwgvYsGEDXF1dsXDhQixfvrzE93t7DDc3N8ybNw/z5s1DXFwcnnzySSxZsgRvvPFGiTGo5tJqtdiwYQMuXrwoLSHbuHFj1KtXr1xxS9WTQxRFNGjQAJ6envd8eHl5IS8vr1yNIiIiIiIiup+OHz+OoUOH4qeffrIbwhETE4NVq1Zh3759MJvNWLRoETIyMtCnT597xvT398eAAQMwduxYqQdEamoq1q9fDwD45JNPcObMGRw7dgzHjh3DK6+8gq5du0rDXe6kdevW+P7776HX63H58mUsXry4WJ0vv/wS586dQ0FBASZNmoQuXbogODgYhw4dwp9//gmj0QhnZ2e4urpCobB9z+3n54eEhASYzWYpTk5OjjTM5syZM/jii7Itx7tp0yacP38eVqsV7u7uUCqV0vmIClmtVsybNw+dOnVCu3bt8PXXX6NHjx548skny53gAErZk2Pnzp1lDlyYOSQiIiIiIqpq1q9fj+zsbPTr189uv06nw6JFizBy5EikpKSgadOm2LJlC7RabaniLl++HNOnT0e7du2QkZEBPz8/PPfcc9KqI56enlJdd3d3ODk53fXe6f3338fgwYPh4+ODJk2aYOjQoViyZIldnREjRuD555/HxYsX8eijj2LVqlUAbEmLN954A5cuXYJSqUSHDh2kxMUzzzyD1atXw8fHB6IoIisrC19++SUmTpyISZMmoU2bNhg0aBA2bNhQqvcNABcvXsT48eORlpYGNzc3REdHY/To0aU+nmqGOXPmYMaMGejRowecnZ3x6aef4tq1a/j2228rJL4giqJYIZEeYklJSQgJCcGVK1dK1Q2NiIiIiIhKptfrERcXh/DwcDg5OVV2c6q12rVrY+HChRgwYEBlN4WqiJL+/qrKfW/9+vXx5ptv4uWXXwZgG8bVt29fFBQU3HEYVVlxdRUiIiIiIiIieiASExPthn/16NEDgiAgOTm5QuIzyUFERERERERED4TZbC7Ww0upVMJkMlVIfM4CQ0RERERE9JC6fSUYoqpOFEUMHz4carVa2qfX6/HKK6/A1dVV2rdu3TqH4jPJQUREREREREQPxLBhw4rti4mJqbD4DiU5zGYzYmNjcenSJfz73/+GRqNBcnIy3N3d4ebmVmGNIyIiIiKihxfXOCB68Crq72737t34z3/+g8OHDyMlJQXr16+3m+B2+PDh+O677+yO6dmzJ7Zu3XrXuMuWLauQ9pWkzEmOhIQE9OrVC4mJiTAYDHj88ceh0Wgwb948GAwGLF269H60k4iIiIiIHhJyuRwAYDQa4ezsXMmtIapZ8vPzAdjmuSiPvLw8tGjRAiNGjMDAgQPvWKdXr152SYuiQ1AqS5mTHK+99hratm2L48ePw9vbW9r/r3/9Cy+99FKFNo6IiIiIiB4+CoUCLi4uSE9Ph1KprJBlIYno7kRRRH5+Pq5duwatVislGx3Vu3dv9O7d+6511Go1/P39y3WeilbmJMeePXvw559/QqVS2e2vXbs2rl69WmENIyIiIiKih5MgCAgICEBcXBwSEhIquzlENYpWq71r4iE3Nxc5OTnStlqtdrgHRmxsLHx9feHp6Ylu3brh/ffft+sMURnKnOSwWq2wWCzF9iclJUGj0VRIo4iIiIiI6OGmUqlQv359GI3Gym4KUY2hVCrv2YMjIiLCbnv69OmYMWNGmc/Vq1cvDBw4EOHh4bh06RKmTJmC3r17Y//+/eXuRVIeZU5yPPHEE1i4cCH++9//ArBlaXU6HaZPn44+ffpUeAOJiIiIiOjhJJPJ4OTkVNnNIKIiTp8+jaCgIGnb0V4cgwYNkl43a9YMzZs3R926dREbG4vu3bvf9ViTyYSXX34Z7733HsLDwx06f0nKPDjuo48+wr59+xAREQG9Xo9///vf0lCVefPmlSnW7t278eSTTyIwMBCCIOCXX36xKx8+fDgEQbB79OrVy65OZmYmBg8eDHd3d2i1WowcORI6na6sb4uIiIiIiIio2tNoNHB3d5ceFTVZaJ06dVCrVi1cvHjxnnWVSiXWrl1bIee9XZmTHCEhITh+/DimTp2K119/Ha1atcKHH36Io0ePwtfXt0yxCmdrXbx4cYl1evXqhZSUFOnx/fff25UPHjwYp06dwvbt27Fp0ybs3r0bo0aNKuvbeugYr1yByK5/REREREREVAUkJSUhIyMDAQEBpao/YMCAYh0dKkKZhquYTCY0atQImzZtwuDBgzF48OBynby8s7WeOXMGW7duxaFDh9C2bVsAwKJFi9CnTx989NFHCAwMLFf7qirRZMK1/3wEiCLUDRrAKaIxnCIioPD3hyAIld08IiIiIiIiesjpdDq7XhlxcXE4duwYvLy84OXlhZkzZyI6Ohr+/v64dOkS3n77bdSrVw89e/YsVfz69etj1qxZ2LdvH9q0aQNXV1e78vHjxzvU7jIlOZRKJfR6vUMnctTdZmvdv38/tFqtlOAAgB49ekAmk+HgwYP417/+9UDb+qCYMzIgc3aGJTsb+lOnoD91CgCgDAmBpmsUXNq2hXDb6jdEREREREREpfX333+ja9eu0vbEiRMBAMOGDcMXX3yBEydO4LvvvkNWVhYCAwPxxBNPYPbs2aUe/vLNN99Aq9Xi8OHDOHz4sF2ZIAgPJskBAGPGjMG8efPw9ddfQ6Eo8+Flcq/ZWlNTU4sNkVEoFPDy8kJqamqJcQ0GAwwGg7Sdm5sLALBYLHdcOaaqkfn4wHfO+zCnpMBw5gz0p8/AePECjImJyPju/5D5wxqo6tSBul5dqOrVgyqsNgSVsrKbTURERERERJWkrPe6UVFREEWxxPL//e9/5WpPXFxcuY4vSZmzFIcOHcIff/yBbdu2oVmzZsW6lKxbt67CGlee2VrvZu7cuZg5c2ax/XFxcSgoKHA4bqUIDQVCQyEWdAGOHgMO/w1kZtoef/9tqyOXAwH+QFAQEBhoe2i1HNpCRERERERUQ9ytI0BlK0ymVMQ9apmTHFqtFtHR0eU+sSOKztbavXt3+Pv749q1a3Z1zGYzMjMzS5zHAwAmT54sdbUBgKtXryIiIgLh4eEIDg6+b+2/75o3hzh0CMzJyTBcuADjxUswXLoIa3YOcCPL9jhpG9oic3ODws8Pcg8PyNzdIfdwv/Xa3R0yDw/I3NyYCCEiIiIiIqoGnJ2dK7sJxfzf//0f/vOf/+DChQsAgAYNGuCtt97CkCFDHI5Z5iTHsmXLHD5Zed0+W2uHDh2QlZWFw4cPo02bNgCAHTt2wGq14pFHHikxjlqtthsnlJOTAwCQy+WQy+X38R08GIrQUDiFhgLdu0MURZivpcMYFwdjfLzt+WoSxLw8mC5fhulugeRyyDUayL29oPDxsT1q3Xz2qcUkCBER0X0iiiIgioDVClitdtuiVQRE663tEurZtmGra7VCtFoBu+1bcUTLzXhFt3EzjlR+83XhcdK5bduitbBNRbatohRHtN6MB/FWmRTTClhulbl16QJ1nTqV+SMgIqp2qtq97scff4z33nsPY8eORadOnQAAe/fuxSuvvILr16/j9ddfdyju/Z1U4x7KO1tr48aN0atXL7z00ktYunQpTCYTxo4di0GDBlXblVXKShAEKP18ofTzheujtsSPaDLBmJQES2YmLNnZsGTnwJqTLb225OTAmpsLWCywZGXBkpUF46XLxWM7O0FVuzbU9epBXb8+1LVrc8JTIiKqMkRRhGg0QjQYYNXrIRpNEA36m9sGiEaD7bXB9nzrtdF2nNVS/KZdxM0b/yI37YU36VLSofAG/rabfekGX7wVozB+4XFS/JLHQNcETo0jmOQgIqrmFi1ahC+++AJDhw6V9vXv3x9NmjTBjBkzHlySIzw8/K7f3l++XPxmuCQVMVvrqlWrMHbsWHTv3h0ymQzR0dH47LPPyvq2ahRBqYQ6PBwIDy+xjmg2w5Kba0tyZGTAnJ4Oc/p12/P167BkZUEs0MNw5iwMZ87aDlLIoa5TF04REXCKaAxlSAh7ehARUZmIogjRZIJYUGBLTNx8tuYXQDToYS0ogLWgAKJeD2uBHtaCfIh6A6z6AltywmBLXtiSGMbqnyyQyQCZAEGQAYIAyGQQZAIgyGxlAmxlN+tBEOy2BeFWXUEmABBulclktjJBuHWOwpiFZcW2bx4HAZDbjrUru/180rb9+VQhD/HwYSIiKpWUlBR07Nix2P6OHTsiJSXF4bhlTnJMmDDBbttkMuHo0aPYunUr3nrrrTLFqojZWr28vLB69eoynZfuTVAooPD0hMLT847JENFohOlaOoyXLsJw8SIM5y/Akp0Nw/nzMJw/j+xffoFMo4FzyxZwad0a6gYNIFSx7lFERPTgiFarrcfg9eswZ2TCkpkB8/UMmDMzYNXl2ZIUBXpY9XrgPqx0JqjVENQqyNRORV6rIaidir92coKgVAIyeQk34rZtQXYzIXDH7Zt1b24LgmCbCLzwdWEZhFvHyWS2tkrHFUkEyGS3jiu6TURE9JCqV68efvzxR0yZMsVu/5o1a1C/fn2H45Y5yfHaa6/dcf/ixYvxd+FqHlTtCSoVVMFBUAUHwS0yUpr7Q3/mtG1Z27PnYM3NRd6evcjbsxcyjQYubdvCpX07qGrX5oUZEVE1Zc3Ph/HKFRgTEmBOTb2V0Mi8UbbkhSBAcFJD5uQMmbMTBGfnW6+lZyfInF1sr4smKNRqCCr71/x/h4iIqGqZOXMmnnvuOezevVuak2Pfvn34448/8OOPPzocVxDv1pWiDC5fvoyWLVtKk3g+TJKSkhASEoIrV6483KurVKB8oxmnknPgplbATa2AxkkBV7UCSrmsVMeLZjMM588j/8hRFBw9CmtenlSm8PeDW+fOcHm0A+RurneJQkREVZloNMJ45QoMly/DlJgIY3wCzOnpJR8gl0Ph5Qm5lzcU3l6Qe3tD4eUFmcYdMhdnW1LC+eazkxMTE0RERBWoKt73Hj58GJ988gnOnDkDwDbv5htvvIFWrVo5HLPCJh79+eef4eXlVVHhqJKl5RiwNPZSsf1OSrkt8eF0K/lx+3Z9Pw3cnZQ35+aIgPj8IOjPnEX+wYMoOHYM5tQ0ZP28FtkbNsC5ZUu4duwIdaNGvJglIqriLDodDOcvwHDxAoyX42BMugKYi/fOkHt7QRUaBmVwEBTetWwJjVq1IPfwuDlfAxERERHQpk0brFy5skJjljnJ0apVK7ubUVEUkZqaivT0dCxZsqRCG0eVRy4IaOCvQa7eBJ3eDJ3BAlEUoTdZoDdZcF1nKPFYF7UCr0TWQZNADwCAIJfDuWkTODdtAqtej/xDh6DbvQemK1eQf+hv5B/6G3JPT7i0bQOX9u2hDA5mwoOIqAoQjUboz52D/vQZGM6fh+nq1WJ1ZBoN1HXCoapdG6qwMChDw9hLj4iIiCpNmYerzJgxw+4GVCaTwcfHB1FRUWjUqFGFN/BBqIrddqoaURSRb7RAZzAjV2+GzmC+mfww2W0nZ+txLUcPQQCeiPDHgFZBUCmKf2sniiJMiYnI278f+X/9BWt+gVSm8PeDS7t2cGnXDkpf3wf5NomIaixRFGHJzIQpNRXm1FToz52D4cxZiCaTXT1lYCDUDepDVacO1HXqQO7tzcQ0ERHRQ6Cm3PdW2JwcD7Oa8sN+EIxmK1YfTMCeC9cBAF6uKvRrEYhOdb2hKGE+D9FoRMGpU8g/9Df0/5yAaDJLZcqQENsKLa1aQREQwAtpIiIHiGYzrDodLDodrLm5sOTmwnrztfn6dZhS02BOTS2W0AAAuacnnJo1hVOjRlDXrw+5RlMJ74CIiIjKq6bc95Y5ySGXy5GSkgLf275hz8jIgK+vLyz3Ydm3+62m/LAfpKOJN7DiQAKy820XzCFeLhjVpQ4Ctc53Pc5aUICC48eR/9ch6M+eBaxWqUzh4wOnJk3g1LQpnBrUh6BS3df3QET0MBBFEZbr12FKToYpORnmzMxbiYxcHay6XLvecnelkEPh4wOlfwBUoSFwatYMyqAgJpiJiIiqgZpy31vmJIdMJkNqamqxJEdycjLq1q2LgoJSXkhVITXlh/2gGc1WxJ67hk0nUpBnMEMpl+G59iGIauBTqgtmi04H/YkTyD96FPozZ+wmtxOUSqjr14O6QUM4NWoIZUgIBLn8fr4dIqJKJ1osMF29alvNJCEBpuQUmFJSIBqN9z5YECBzc4Nco4FMo4HMzRVyjTvknp5QBvhD4ecPRS1v/ltKRERUTdWU+95STzz62WefAQAEQcDXX38NNzc3qcxisWD37t0P7ZwcdH+oFDI80cQf7cO98M3eOJxOzsHK/Qk4lpiF4R1rw9P17j0x5G5ucO3YEa4dO8Kq18Nw7hwKTp6E/uQpWG7cgP70GehPn0E2AMHZCer69eHUsCHUDRtBGRTIbx6J6KEnWiwwnD8P/dlzMF6+DGNCwh0TGoJSAYV/AJSBgVD4+ECucbMty+rmejOp4Q6Zqwv/XSQiIqJK1bp16zLVFwQBGzduRFBQUOmPKW1PjvDwcABAQkICgoODIS/yTY9KpULt2rUxa9YsPPLII2VqdFVQUzJalUkURWw/nYa1R5JgtohwVskxvGNttK1d9mWHRVGEOSUF+rPnYDh/Dobz54t1xZZpNFDXrw91vXpQN2jApAcRPVSMiYnQ7d2LgqPHYM3NtSuTuTjbVjIJD4cyKBjKoEAoatViDwwiIiK6q6pw3yuTyfDGG2/YdZooiSiK+PDDD3H69GnUqVOn1Oco83CVrl27Yt26dfD09CzLYVVaVfhh1xTJWQX4Zm8c4q/nAQD6Ng/AgJZBkMkcT0CIVitMiYnQnz8Pw7nzMFy4UOybTpmLC5yaNoVL+/ZwatyINwNEVCUZExORvWEj9KdOSftkbm5wbt4Mqrp1oa5TBwp/fyZtiYiIqMyqwn1vSdNflESj0eD48eP3N8lRHVWFH3ZNYrGKWHs4Cf87lQoAaOCvwUuP1YHXPYavlJZoNsOYkADDeVvCw3DpMkSDQSqXaTRQ+PpA5uICmaur7dml8NkFMleX28pcIChKPbKLiKjMRLMZ2Zs2IXfbdtuEyzIZXNq0gWuHR6Fu2JCJWSIiIiq3qnDfm5CQgNDQ0FJ/YXPlyhUEBgbajSS5F4eSHElJSdi4cSMSExNhvO0b848//ris4SpdVfhh10R/XrqOlQcSYDBZoVbK0KtpAJ6I8IOTsmIv5kWLBcb4eOQf+hv5f/8Nq05X5hiCWm1LdjipIVOpIKhUEJQqCGq17bVKCUGlulVWtI60rSxerlZDUCohyO68vC4RVX+W3FxkfPklDBcvAQCc27SGx1NPQVnKbziIiIiISqOm3PeW+evpP/74A/3790edOnVw9uxZNG3aFPHx8RBFscyTiFDN1rFuLdT1ccM3e+Nw6ZoOG45exY4zaejVNABRDX0qLNkhyOVQ160Ldd260D4dDWN8PCw5ObDm5cOaX/jIu/U6z/ZazM+X5voQDQZYivQGqWiCUnFbQsT2kDk7Q+7hDpnGHXIPd8jd7V8Lzs7stk70EDPfuIH0hZ/CnJYGwdkJXkOGwqV1q8puFhEREdF9k5iYWKp6oaGhDsUvc0+O9u3bo3fv3pg5c6Y0PsbX1xeDBw9Gr169MHr0aIcaUplqSkarqhJFEYfib2Dt4SRc19kSCWqlDC1DtGhb2wtNAz2gUlROTwfRaoU1vwDW/Dxb0sNghGg0QjQabj4bYTUW7jNJ+0SjEaLJeM865SUoFbakh7v7rWSIuwYyN41tdQW3Ww+5qysEVcUMCSKi8ss/chQ3vv8e1txcyL284DNuLJQBAZXdLCIiIqqmqsp9b9GhJ4XpiKJf3IqiCEEQYLFYHIpf5p4cZ86cwffff287WKFAQUEB3NzcMGvWLDz11FMPZZKDKpcgCGgf7oXWoVocuJyJzf+k4FqOHgcvZ+Lg5Uy4qhXoWNcbXRr4IFDr/GDbJpNB7uYKuZtrhccWRREwmWA1muwSItLDYIAlLw/W3FxYsnNgycmGNSfX1gslNwfW/AKIJjMsmZmwZGaW7v2o1bYlJd00RRIgrpBrtVB4ekLu6Qm5Vgu5hwfnISG6T6wGA7J++AF5+w8AAJSBgag1biwU1WhCbyIiIqKSCIKA4OBgDB8+HE8++SQUFXzfUeZorq6u0jwcAQEBuHTpEpo0aQIAuH79eoU2jmoWhVyGzvVroVM9b1y+noe/4zNxKP4GbuQZsf10GrafTkPtWq54tI432tf2goeLsrKbXC6CIAAqFeQqFYCyJ1FEoxGWmwkQa24OLDm2hzUnBxadDlZdHqw6Hay6XFh0eYDFIg27sWTcIykiCLbeIVqtLfHh5Qmlnx8Uvr5Q+PlB7unJYTJEDjDGxyPju+9gTkkFBAHuvXrCvU8fCMqH+98zIiIiotJKSkrCd999h2XLlmHp0qWIiYnByJEj0bhx4wqJX+bhKgMGDEDfvn3x0ksv4c0338SGDRswfPhwaVnZ33//vUIa9iBVlW47VJzVKuJkcjZ2nUvH8aTsIt2ZgIb+GrSr7YW2tb3gpmavg7sRRRFiQUGR5EcurDqdbTs3F5asLFiysmC+cQOWrCzAfPeuYYJSKSU8lH6+kLm7Q1Y4CWvhs1IFmbrIduEzkyNUTYlWq+3vKSfnVvIxOweW3JvJx6xsGC5dAqxWyD084DVyBJwaNKjsZhMREVENURXve/fu3Ytly5bhp59+QkREBEaOHImRI0dCVo6FGcqc5Lh8+TJ0Oh2aN2+OvLw8vPHGG/jzzz9Rv359fPzxxwgLC3O4MZWlKv6wqbgcvQmH4jJx4HIGLqfnSfudVXIM61gb7Wp7VWLrqg9RFG0JkBs3YLlxw5b4yMiA+do1mNLSYL5+/Z5JkLsRlMoiq8uobiVHVGr7/VJi5OYQG3d3yDUayG4+85tvcoRotUI03Zwbx2Qq+XXhMLKir43F61sN+lvDyHQ6oBT/pbq0awvtc89B7ub2AN4xERERkU1Vvu9NS0vD888/j127diE9PR1eXo7f25Xp62+LxYKkpCQ0b94cgG3oytKlSx0+OVFZuDsp0b2xH7o39kN6rgF/x2di36XrSMnSY2nsJez0v4bIBj5oHeYJpZxLsjpKEATINRrINRrgDjMaixYLzBkZMKddg/laGszXrsGi00E02OYRsU20arg10erNfdLxN28OkZdXLHZZyFycbROtatykCVflnl5QBgVCGRwMuVbLXiP3kdFshc5ghk5vRq7BZHvWm6EzmJF7c7+ucL/BDKtVhEwmQCETIJcJkAm21zKZALlg2ye/vUwA5FYLBIsFMosJcosZgtkEucUCmIyQm29um4wQTCYIJgNkRiNkZiMEsxkys0l6FG7LLRbIRStkAGQQIb/5kIk3nyFCDlu5XBSlOoXP9/yNEgTING6Q31wFSebuDrm7h7QiksLPDyoHZwonIiIiqm7+/PNPfPvtt/jpp5/QsGFDLF68GFqttlwxy9yTw8nJCWfOnEF4eHi5TlyVVOWMFt2d2WLFxuPJ+O2fFOkLVCelHPV83dDIX4OG/hqEebtCLuPNbmUSRdGW3DAY7CZWveNqNQaDLWFyc79Vb7D1LMnNsX1jrsstVU8SmasrlMHBUAYHQRUcDIWPj21+EU6qek9Wq4isAhMy8wzI0BmRmWfE9TwjMnVG2748IwqM9/4ZiFYrYLVAtFhtc8JYLLbnO+2zWACrtUgdK2C13t83KggQZAIgyICbz4JMZhsPJ7v9ta1cJhMgl8sgk8mgkMsgl8ugUCmhUKugUKuhdlZBrVRAJZdBpbA9lDdfq4vsU8llUCtvlankMqgVxY8p3M+EHREREZVXVbnvTUlJwf/93/9h2bJluHHjBgYPHowRI0agadOmFRK/zFf6TZs2xeXLl6tVkoMeXgq5DANbByOygQ/2XLiO3RfSkZ1vwsmr2Th5NRuAbThLi2AtWodp0STQA05K+T2iUkUTBMG2fG0FLGEriiKsefm2CVVzcqQ5EKy5uTCnp8OYlARz2jVY8/JgOHcOhnPnbm/MrUlVvbxuTq5aZHWZGpQIEUURWfkmJN0owJUb+Ui6kY+kGwVIzdbDYhWlOrYkhFlKRohmWyJCZrXARTTDVTTDxWKAi9kAV1MBnI0FcDHmw9VkgCvMcBHNkEGEFQIsEG49C7bX5jvssxSpa5XLYVWqYFWpICrVsKqUEBUqWJVKWBVKiAolLDefrXIFrAoFLIIMVpkMVkFuey0IsMpksMD22gIBIgCzRYRFFGGx2h5WUYTZYnu+21cAVgB2i0CLAPRWQK+/Lz8r5W1Jk8KEiLpIwsT2LL+VLCmyXbS+WiG3S6ioFXImgomIiOiBCQ0NRVBQEIYNG4b+/ftDqVTCarXixIkTdvUKR5CUVZl7cmzduhWTJ0/G7Nmz0aZNG7i62q8K4e7u7lBDKlNVyWhR+VmtIpJuFOBsag7OpebiXFqu3TfOSrkMTQLd0TJUixYhWrg7cV6H6kg0GmFKSYExKQmmpKswXb0Ky41MmG/cKN18IoVDDtw0kGk0N5fdvbnkrqubbYiM262H3NXVlsQpPH9hYsBa2FvBCljMRbaL9FowmyFaxZLLbx4vWsy37SteB9abCQirBQaTFdkmK7JMQI5JRJYJyDYD2WYB2RYB2RYZsq0CzKIAUbTabtJFUXoIoggPix5acwG0ogFaqxGeohFa0Qit1QCNaIIzLKUbvuHsDMHFGTJnF8hcXCBzdobMxRmCs/Ot7ZuvBScnW/2bzzK1GlAqK6UngyiKMBdNflhFWK23ni1FEiKWm/uNZiuMFqvtufBRZNtQ5LXJYl9uKFLfdLP8QZHLBCnhISVMCpMiSjmUcuFm75Sbrwt7m8hlUCpkUMqFmwkXOZQKQSor2iulMAZ7pRAREVWOqnLfW3RS0cLrgtvTEoIgwGJxbB7AMic57tSgwkaVpyGVqar8sKniWa0iLl/X4UhCFo4k3kB6rkEqEwQgwMMZ7s4KuKmVcHNSwN1JAY2TAhonJdzUCripFXB3UsJVLYeC83w89KRJVTMzbavJZGbCkpV9a/tGZqlWl7mTwolQC5MP94sIIB8KZMuUyBZUyBFUN5+VyJIVbiuhF0rXE0WACB+rHv7WAgRY8xFgzYe/tQAeohHSb/zNRIXM1QUyF1cILs62xI6Li/Qsu+11YfJCcHLiTa2DrFbRlgC5LWlistgSIraH5VYCpUiipHB/ydu2fWW7AqgYytsSI0q5/fCcogkRlUJuP8RHYT/kp6QypVwGhUzg7141IhZJJpqtIswWK0wWEWarFWZL8X0mi237nvVvPlusonRM4T6zVYTpZlmrUC3+1YrXiET0cKsq970JCQmlqufooiZl7o+9c+dOh05EVBlkMgH1fDWo56vBM22DkXSjAEevZOFYYhYSMvKQnFWA5KzSxXJWyVHLTQ0/dycEeNge/h5O8HN34hCYh4TdpKol/KMpiqJtCEx2Nqw63c35QHSw5uluLbury4M1NxfWPB0sujxbTwqT6V4nB+QyCDI5BIUckMkhyGW259u2IZMjS6ZChqDCdVGF61Ah3apAhqjAdasCZggABFtM4eaNXOHNnMxWphAEqOUCtCoBHiqZ7aGWw9NJDg+1HFpnBTzUCmidFVCplLe1RQZBLofg5GRLXDg72+anoAdKJhPgJJPft39fRNF2U3erJ4mtB5DRYr35bNs2FPYusdzeA0WUtov2SjHZ9Vaxxbdab2VTCuvfb4KAYskQdWHSpFhSxZYUUchtk98qZLKbzwLk8lsT5irlRfbfrKeQ333bdlzVSriIogirCGmYlkUUYbk5dMtstcJqhf1zkV5Nd3wUlt82/KtYnWJJiJtJh9uSELcnHCw391dGUq5QqJdL5Z2ciKiaud8rspY5yREZGXk/2kF03wmCgBAvF4R4uaB/i0Bk5hmRnFVgWw1Cb0au3lTktW1liFy9GXkGM0QRKDBacCUzH1cy84vF9nBRwttVBS9X9c1nFbzdVPB2VcPLTQVXlbxKXeBSyYTCOTtKOfROFEWIBQWw5uffmqxSLocgl9ueC7dvSxLoTRak5xpwXWdAeq4B6YXPN/eZLXe+mpcBUAHQOCmgdbH9rnm6KOHpqoKniwpaFyU8XWyvnZQcGkAlEwQBKoVt6AnU9/dclpvfiBtvS5QU9koxWcRiw3eKJkvuNKTnTkOCDGar1N1VFGFL0pge3LCfuxFurhp0Kwkig1xmm1vqVlJEKLYtl8mkJInFaoXFCvvnOwylMheZX6akpMPDThBsyaPC5FPhZ6eU25JLhWUKuQzKImW377v1M7l5bJGywgSVQiaDpyuHtxIRVZS8vDy8+eab2LhxI4xGI7p3745FixbBx8enQuI7NLPenj178OWXX+Ly5cv46aefEBQUhBUrViA8PBydO3eukIYR3W9eN5MR92K1isgz2hIf6bkGpGTrkZpdgJQcPVKz9dDpzcjONyE734TL6XdeFtVJKUd4LVc08NegoZ8G4bVcbTcW9NATBEEaolGSfKMZ8dd1iLueh/iMPMRdz8ONPGOJ9QHbt/g+GjV8NbbeQ0WfPV1VXCaZHiq25YHvX6+Uosy3DfEx3JYUKUye3D4/SmFPhcJeBYWvLVb7HgeF2xZr8WOKbltvSyQU9pwxVdFRvYIA2/LNcvslngsTLnJpuWdbcsbuuYTjpOOFwuTCrYSEUi6Tes5ISYqbPWEKEwuKIs/Kwu2br2WcLJeI6KH13nvvYcWKFRg8eDCcnJzw/fffY9SoUVi/fn2FxC9zkmPt2rUYMmQIBg8ejCNHjsBgsM1xkJ2djQ8++AC//fZbhTSMqKqQyQRonJTQOCkRqHVGixD7cp3BlvwoutxmRt7NZ50BuXoz9CYLzqTk4ExKDgDbBX/hUBd/91vDXvw9nOCmrv6relRXVquI1Bw9km4UIOlGPq7eKEDSjQJc1xnuWN9VrYCPRo1abuqbzyr4aGyvvV3VXPGCyAEKuW15X5fyL+ZULkUnrr1TEsRiEWG6OTTDljS5NVSjsJ6pSLLFahVvJRtuSzzcSjDIIJPh5jCZWwkIufxWoqHoQyGzT0wQERE9COvXr8eyZcvwzDPPAACGDh2KRx99FGazGYoKWOGwzBOPtmrVCq+//jqGDh0KjUaD48ePo06dOjh69Ch69+6N1NTUcjfqQasqE7BQ9WQ0W5GWo8fFazqcT7Ot+JKdX/L8DT4aNbo28kWX+j5wVnGuj6rOahVxLi0XfyfcwJGEG8gpuPPPtpabGrVruSL85iPY0xmuTGgRERER0QNSVe57lUolEhISEBgYKO1zcXHB2bNnERoaWu74Zb7CPnfuHLp06VJsv4eHB7KyssrdIKLqRqWQSXOBdG3kC1EUkZFnREqWHqk5Nx/ZBUjLMeBGnhHpuQb8eOgKNh5PRmR9HzzRxA/ayv5KkiSiaFumuHCJ4nOpucgzmKVytVKGIK0zgrTOCPZ0QbCX7Zk9dIiIiIiIAKvVCqXSfq4jhUJRYSu1lvmq29/fHxcvXkTt2rXt9u/duxd16tSpkEYRVWeCIKCWm22IQjN42JXpTRb8FZeJbadTkZKlx/9OpeKPs2noVK8WejT2Q6DWuZJaTUazFbvPp+O3kynFeuK4qBVoHapFu9peaOSv4XLDREREREQlEEUR3bt3txuakp+fjyeffBIq1a0vd48cOeJQ/DInOV566SW89tpr+PbbbyEIApKTk7F//368+eabeO+99xxqBBHZOCnl6NLAB4/Vr4UTSdn47Z8UXLymw65z6dh1Lh1NgjwQ2aAWmgR6cNna+8hotiI5qwBXswpwJTMfV7MKkJCRL/XYUCtlqOdrm0S2ob8Gtb1dmNggIiIiIiqF6dOnF9v31FNPVVj8Ms/JIYoiPvjgA8ydOxf5+balNNVqNd58803Mnj27whr2IFWVsUlEtxNFEefTdNh+OhXHrmSh8K9VLhPQ0F+D1qGe6FDXmwmPcjJZrDiflot/krJxMjkbqdl63OlfRk9XFfo1D0DnerWY1CAiIiKih0pNue8tc5KjkNFoxMWLF6HT6RAREQE3N7eKbtsDU1N+2PRwu5arR+y5dBxNvIFrObdW63BVK9CtkS+6NfaFu5PyLhGoqMw8I04kZeFEUjbOpOTAaLbalbuqFQjxckaQ1gXBns4I8nRGmBd7bBARERHRw6mm3Pc6PBOeSqWCRqOBRqN5qBMcRA8LX40Tnm0bgmfbhiA1W49jV7Kw6/w1XMsx4Nfjydh6MhWd6tfC44394O/hVNnNrZKu6wz4Oz4Tf8XdQEJGnl2Zh4sSzYI80DzYA3V93ODhrIQgcElFIiIiIqKKdOnSJcyZMwfffvstACA0NBQ6nU4ql8vl2Lt3Lxo2bOhQ/DInOcxmM2bOnInPPvtMaoibmxvGjRuH6dOnF5sllYgqnr+HE3p5+OOJCD8cTryBrSdTEX89D7FnryH27DU0CtCgR2M/tAzR1vgb9Ws5ehy9koW/4zNxOf1WYkMQgLo+bmgW7IHmQVqEeDnX+M+KiIiIiOh+W7RoEfz8/KTtGzduYNq0afD19QUArFmzBp988gmWLl3qUPwyJznGjRuHdevWYf78+ejQoQMAYP/+/ZgxYwYyMjLwxRdfONQQIio7mUxAu9peaBvmiXNpudh+Kg3Hk7JwNiUXZ1Ny0TxYi77NAxDm7QJlDRlmYbZYcSk9DyeSsnA8KQspWXqpTBCAhv4atKvthdZhnhzeQ0RERET0gP3xxx/45ptv7PZFR0dLq7XWrl0bL774osPxy5zkWL16NX744Qf07t1b2te8eXOEhITg+eefZ5KDqBIIgoBG/u5o5O+OzDwjdpy9hm2nUm/OOZEFhVxA7VquqH9zRZD6fm7VarLSAqMFB+My8E9SNs6k5sBgujW/hkwmoJG/Bi1DtGgT5gmti+oukYiIiIiICAB2796N//znPzh8+DBSUlKwfv16DBgwQCoXRRHTp0/HV199haysLHTq1AlffPEF6tevf9e48fHxCAwMlLZffPFFeHh4SNu1a9dGUlKSw+0uc5JDrVajdu3axfaHh4fbrWlLRJXDy1WFp9sEo0Ndb2w4dhXnUnOh05txMU2Hi2k6bPknBYIgoI6PKxr5a1DP1w2hXi4P1c2/2WLFdZ0RKdkFOJmcg/2XrtslNjROCjQJ9ECLEC2aBrnDReXw9ENERERERDVSXl4eWrRogREjRmDgwIHFyufPn4/PPvsM3333HcLDw/Hee++hZ8+eOH36NJycSp4jUCaTITk5WZr89JNPPrErT0tLK9c0GGW+8h87dixmz56NZcuWQa1WAwAMBgPmzJmDsWPHOtwQIqpYQVpnvBpVD6IoIi3HgIvXdLhwLRfnUnORnmvApWs6XLp2a4IfD2clQr1dEObtgkAPZ/h7OMHP3alSe3wYzVZczSpA0o18pGTrkZqtR2qOHum5Blit9gtDBWid8GgdbzQL8kColwvn1yAiIiIiKofevXvbjeAoShRFLFy4EO+++y6eeuopAMD//d//wc/PD7/88gsGDRpUYtwmTZrg999/R/v27e9Y/r///Q9NmzZ1uN1lTnIcPXoUf/zxB4KDg9GiRQsAwPHjx2E0GtG9e3e7DM+6descbhgRVQxBEODv4QR/Dyd0rl8LgG2VkXOpuTiTkoP4jDykZuuRXWDCP0nZ+Ccp2+54rYsK/h5q+Lvbkh4BNxMg3q4qyGSOJRKsVhF6swV6kxUFJgsKjBboTbbHdZ0BiZn5SMzMR2q2HiUtcq1WyuCrcUKwpzM61auFRv4aJjaIiIiIiO4hNzcXOTk50rZarZY6MJRWXFwcUlNT0aNHD2mfh4cHHnnkEezfv/+uSY4XXngBEyZMQIsWLdC3b1+7sl9//RUffvghFi5cWKb2FFXmJIdWq0V0dLTdvpCQEIdOXhFjfDIzMzFu3Dj8+uuvkMlkiI6OxqeffsplbYnuopabGrXqqdGpni3poTdZkHSjAImZeUjIsCUX0nL0yNWbkZVvRFa+EWdTcu1iKOUy+Lmr4e/hjAAPJ7g7K6A3WaE3WW5LXNxMZJhuJTKKDi25F42TAiFeLjeTK2op0eLpwiVeiYiIiIjKKiIiwm57+vTpmDFjRplipKamAoDdKimF24VlJXnppZewY8cOPPnkk2jUqJG0VOy5c+dw7tw5REdH46WXXipTe4oqc5Jj2bJlDp/sdhUxxmfw4MFISUnB9u3bYTKZ8MILL2DUqFFYvXp1hbWTqLpzUspRz9cN9Xztk4M6gxlpOXqk3RwmknIz+ZGarYfJYkXSjQIk3Shw+LxymQBnlRzOSjmclHI4q+Rwd1IixMsZoV4uCPVygYczkxlERERERBXl9OnTCAoKkrbL2oujInz//fd46qmn8MMPP+DcuXMAgPr162PatGl37QVSGpU6G195x/icOXMGW7duxaFDh9C2bVsAtjV3+/Tpg48++shuxlYiKjs3tQJuPm6o62Of/LBaRVzXGZCSrb85V0YB8owWW6JCKYeTUmZ7vpnAkJIYN8sK99eUZW2JiIiIiKoKjUYDd3f3csXw9/cHYJskNCAgQNqflpaGli1blirGoEGDyp3QuJMyJzkyMjIwbdo07Ny5E9euXYPVat/tPDMzs0IaVpoxPvv374dWq5USHADQo0cPyGQyHDx4EP/617/uGNtgMMBgMEjbubm2bvgWiwUWi6VC2k9U3Xm7KuHtqkTTQI2DEUT+vRERERERPSAVee0dHh4Of39//PHHH1JSIycnBwcPHsTo0aNLPC4nJ6dMCZbc3FxoNGW73yhzkmPIkCG4ePEiRo4cCT8/v/vWjbw0Y3xSU1Ph6+trV65QKODl5XXXcUBz587FzJkzi+2Pi4tDQYHjXe+JiIiIiIiIqqJ7zZVxO51Oh4sXL0rbcXFxOHbsGLy8vBAaGooJEybg/fffR/369aXpJQIDA+3m2bydp6cnUlJSit3HlyQoKAjHjh1DnTp1St3uMic59uzZg71790orqzyMJk+ejIkTJ0rbV69eRUREBMLDw6W1eomIiIiIiIiqC2dn5zLV//vvv9G1a1dpu/AeetiwYVi+fDnefvtt5OXlYdSoUcjKykLnzp2xdetWaf7MOxFFEV9//XWpFwoxmUxlajPgQJKjUaNGD6S3Q2nG+Pj7++PatWt2x5nNZmRmZkrH38ntS+QULp8jl8shl8sr6i0QERERERERVQllvdeNioqCKIollguCgFmzZmHWrFmljhkaGoqvvvqq1PX9/f2hVCpLXR9wIMmxZMkSvPPOO5g2bRqaNm1a7ITlncCkUGnG+HTo0AFZWVk4fPgw2rRpAwDYsWMHrFYrHnnkkQppBxERERERERGVX3x8/H0/R5mTHFqtFjk5OejWrZvdflEUIQhCmSYzKe8Yn8aNG6NXr1546aWXsHTpUphMJowdOxaDBg3iyipERERERERENUyZkxyDBw+GUqnE6tWryz3xaEWM8Vm1ahXGjh2L7t27QyaTITo6Gp999pnDbSIiIiIiIiKih5Mg3m2QzR24uLjg6NGjaNiw4f1q0wOXlJSEkJAQXLlyhROPEhERERERUbVTU+57ZWU9oG3btrhy5cr9aAsRERERERERkcPKPFxl3LhxeO211/DWW2+hWbNmxSYebd68eYU1joiIiIiIiIiotMqc5HjuuecAACNGjJD2CYLg0MSjRERERERERFQz7dmzB19++SUuXbqEn3/+GUFBQVixYgXCw8PRuXNnh2KWOckRFxfn0ImIiIiIiIiIiABg7dq1GDJkCAYPHoyjR4/CYDAAALKzs/HBBx/gt99+cyhumZMcYWFhDp2IiIiIiIiIiAgA3n//fSxduhRDhw7FDz/8IO3v1KkT3n//fYfjlnniUQBYsWIFOnXqhMDAQCQkJAAAFi5ciA0bNjjcECIiIiIiIiKqGc6dO4cuXboU2+/h4YGsrCyH45Y5yfHFF19g4sSJ6NOnD7KysqQ5OLRaLRYuXOhwQ4iIiIiIiIioZvD398fFixeL7d+7dy/q1KnjcNwyJzkWLVqEr776ClOnToVcLpf2t23bFv/884/DDSEiIiIiIiKimuGll17Ca6+9hoMHD0IQBCQnJ2PVqlV48803MXr0aIfjOjTxaKtWrYrtV6vVyMvLc7ghRERERERERFQzvPPOO7BarejevTvy8/PRpUsXqNVqvPnmmxg3bpzDccuc5AgPD8exY8eKTUC6detWNG7c2OGGEBEREREREVHNIAgCpk6dirfeegsXL16ETqdDREQE3NzcyhW31MNVZs2ahfz8fEycOBFjxozBmjVrIIoi/vrrL8yZMweTJ0/G22+/Xa7GEBEREREREVH1N2LECOTm5kKlUiEiIgLt27eHm5sb8vLyMGLECIfjCqIoiqWpKJfLkZKSAl9fX6xatQozZszApUuXAACBgYGYOXMmRo4c6XBDKlNSUhJCQkJw5coVBAcHV3ZziIiIiIiIiCpUVbvvLZpjKOr69evw9/eH2Wx2KG6ph6sUzYUMHjwYgwcPRn5+PnQ6XbFGERERERERERHdLicnB6IoQhRF5ObmwsnJSSqzWCz47bffypVjKNOcHIIg2G27uLjAxcXF4ZMTERERERERUc2h1WohCAIEQUCDBg2KlQuCgJkzZzocv0xJjgYNGhRLdNwuMzPT4cYQERERERERUfW1c+dOiKKIbt26Ye3atfDy8pLKVCoVwsLCEBgY6HD8MiU5Zs6cCQ8PD4dPRkREREREREQ1V2RkJAAgLi4OISEhkMlKvR5KqZQpyTFo0CDOv0FERERERERE5RIWFgYAyM/PR2JiIoxGo1158+bNHYpb6iTHvYapEBERERERERGVRnp6Ol544QVs2bLljuUWi8WhuKXuF1LKlWaJiIiIiIiIiO5qwoQJyMrKwsGDB+Hs7IytW7fiu+++Q/369bFx40aH45a6J4fVanX4JEREREREREREhXbs2IENGzagbdu2kMlkCAsLw+OPPw53d3fMnTsXffv2dShuxc7wQURERERERER0D3l5edKcn56enkhPTwcANGvWDEeOHHE4LpMcRERERERERPRANWzYEOfOnQMAtGjRAl9++SWuXr2KpUuXIiAgwOG4ZVpdhYiIiIiIiIiovF577TWkpKQAAKZPn45evXph1apVUKlUWL58ucNxmeQgIiIiIiIiogcqJiZGet2mTRskJCTg7NmzCA0NRa1atRyOy+EqRERERERERPTAmEwm1K1bF2fOnJH2ubi4oHXr1uVKcABMchARERERERHRA6RUKqHX6+9LbCY5iIiIiIiIiOiBGjNmDObNmwez2VyhcTknBxERERERERE9UIcOHcIff/yBbdu2oVmzZnB1dbUrX7dunUNxmeQgIiIiIiIiogdKq9UiOjq6wuMyyUFERERERERED9SyZcvuS1zOyUFERERERERE1QKTHERERERERERULTDJQURERERERETVApMcRERERERERFQtMMlBRERERERERA+UXq+/L3G5ugoRERERERERPVBarRbt27dHZGQkoqKi0LFjRzg7O5c7LntyEBEREREREdED9fvvv6NXr144ePAgnnrqKXh6eqJz586YOnUqtm/f7nBcQRRFsQLb+VBKSkpCSEgIrly5guDg4MpuDhEREREREVGFqsr3vWazGYcOHcKXX36JVatWwWq1wmKxOBSLw1WIiIiIiIiI6IE7f/48YmNjpYfBYEC/fv0QFRXlcEwmOYiIiIiIiIjIzowZMzBz5ky7fQ0bNsTZs2crJH5QUBAKCgoQFRWFqKgoTJo0Cc2bN4cgCOWKyyQHERERERERERXTpEkT/P7779K2QlFxKQQfHx+cPXsWqampSE1NRVpaGgoKCuDi4lKuuFV+4tEZM2ZAEAS7R6NGjaRyvV6PMWPGwNvbG25uboiOjkZaWloltpiIiIiIiIjo4adQKODv7y89atWqVWGxjx07htTUVLzzzjswGAyYMmUKatWqhY4dO2Lq1KkOx63ySQ7Alj1KSUmRHnv37pXKXn/9dfz666/46aefsGvXLiQnJ2PgwIGV2FoiIiIiIiKiqik3Nxc5OTnSw2AwlFj3woULCAwMRJ06dTB48GAkJiZWaFu0Wi369++PKVOmYPLkyXj66adx6NAhfPjhhw7HfCiGqxRmj26XnZ2Nb775BqtXr0a3bt0AAMuWLUPjxo1x4MABPProow+6qURERERERERVVkREhN329OnTMWPGjGL1HnnkESxfvhwNGzZESkoKZs6cicceewwnT56ERqMpdzvWrVsnTTh6+vRpeHl5oXPnzliwYAEiIyMdjvtQJDkKs0dOTk7o0KED5s6di9DQUBw+fBgmkwk9evSQ6jZq1AihoaHYv39/iUkOg8Fgl63Kzc0FAFgsFoeXqSEiIiIiIiKqqgrvdU+fPo2goCBpv1qtvmP93r17S6+bN2+ORx55BGFhYfjxxx8xcuTIcrfnlVdeQZcuXTBq1ChERkaiWbNm5Y4JPARJjrtlj1JTU6FSqaDVau2OyZNmWQABAABJREFU8fPzQ2pqaokx586dW2yWWACIi4tDQUFBRb8FIiIiIiIiokpVeI+s0Wjg7u5e5uO1Wi0aNGiAixcvVkh7rl27ViFxblflkxx3yx45Ozs7FHPy5MmYOHGitH316lVEREQgPDwcwcHB5W4zERERERERUVXi6P1zIZ1Oh0uXLmHIkCEV1CJb75JffvkFZ86cAWAbSvPUU09BLpc7HLPKJzluVzR79Pjjj8NoNCIrK8uuN0daWtod5/AopFar7brk5OTkAADkcnm5PkwiIiIiIiKiqqis97pvvvkmnnzySYSFhSE5ORnTp0+HXC7H888/XyHtuXjxIvr06YOrV6+iYcOGAGyjLkJCQrB582bUrVvXobgPxeoqRRVmjwICAtCmTRsolUr88ccfUvm5c+eQmJiIDh06VGIriYiIiIiIiB5eSUlJeP7559GwYUM8++yz8Pb2xoEDB+Dj41Mh8cePH4+6deviypUrOHLkCI4cOYLExESEh4dj/PjxDset8j057pY98vDwwMiRIzFx4kR4eXnB3d0d48aNQ4cOHbiyChEREREREZGDfvjhh/9n7+7ja67/P44/z84u2Wxas7kYWyJXiXKRVJQipHxJESEXub6IyldFlNKli0S6+tIvRFokV4lcJbpQRBcSxmYmlmGznW3nfH5/zA5j08bOznY+j/vtdm7b+Xw+5/15nfP6nLPzfu39eX9c2v7GjRu1bds2XXXVVc5loaGhevnll9W8efPLbrfEFzlyqkdJSUkKCwvTrbfemqt6NHXqVHl5ealz586y2Wxq06aNZs2a5eaoAQAAAABAfvz8/JxXOj1fSkqKfH19L7tdi2EYxpUE5gni4+MVGRmpuLg4Jh4FAAAAAHicktbv7dmzp3766Sd98MEHatKkiSTpu+++U//+/XXTTTdp7ty5l9VuqZuTAwAAAAAAlG5vvvmmqlevrmbNmsnf31/+/v5q3ry5rr32Wk2fPv2y2y3xp6sAAAAAAADPEhISos8//1x79+7VH3/8IUmqXbu2rr322itqlyIHAAAAAABwixo1aqhGjRpF1h5FDgAAAAAA4HKjRo0q8LZTpky5rH1Q5AAAAAAAAC73888/F2g7i8Vy2fugyAEAAAAAAFxu/fr1Lt8HV1cBAAAAAADFYv/+/TIMw2XtU+QAAAAAAADFokaNGjp27Jjz/kMPPaSjR48WWfsUOQAAAAAAQLG4cBTHypUrlZqaWmTtU+QAAAAAAAAegSIHAAAAAAAoFhaL5aKrp1zJ1VQuxNVVAAAAAABAsTAMQ71795afn58kKT09XQMHDlTZsmVzbffZZ59dVvsUOQAAAAAAQLHo1atXrvs9evQo0vYpcgAAAAAAgGIxZ84cl7bPnBwAAAAAAMAjUOQAAAAAAAAegSIHAAAAAADwCBQ5AAAAAACAR6DIAQAAAAAAPAJFDgAAAAAA4BEocgAAAAAAAI9AkQMAAAAAAHgEihwAAAAAAMAjUOQAAAAAAAAewdvdAQAAUFIMXTfU3SEAAIBS5q1Wb7k7BJyHkRwAAAAAAMAjUOQAAAAAAAAegSIHAAAAAADwCBQ5AAAAAACAR6DIAQAAAAAAPAJFDgAAAAAA4BEocgAAAAAAAI9AkQMAAAAAAHgEihwAAAAoEIssilSoAuXv7lAAAMiTt7sDAIASxTCkM+lSgJ/kRR3YI9gyJLtDKvPvnbK3jh4rhoCAUsynguTjK8kqpSVKRqa7IwIAIBe+wQPA+VLOSCdTpOTT7o4ERcHhkP45lZ3PkynujgYo5bwkn7Czv1slv0i3RgMAQF4YyQHPYxhnb+f/fsEyGZLFIlmtktXL/f+xt2Vkx+XlJXlZsn9aLNk3FC9bxrmfdnv2MVJc7HYpI+vcMXD+sYDLk5p29j1/9ndJCg50Xzwo3bzKShav7NELjkxJdndHVLx8rpZklYwMyeIteQVKPhFS5jGVmtfC4i15h0mZR9wdCQDARShyoHhdVHT4l2LEvy7P57GF5WXJLnbkFD0u/OnKjmaaTTpxKv+4zu/s5vs7hZEi4XBkFxmk7OMoJU0qV7b4XtOkk1JWHh0FL8t5Ob7gGLDmcTxwHGQzjHOFjQC/7PdaappkkVSukIUOr7LKfmDOB4xx7mbkteyC+5f1wYQSxbeK5H3VBQuN7IJHzs1x3u9GVnYxwGNO5zhvFEdGYvZnkW+Vs6evVMh+ro4zkj0t+6fjjErccW8NknwjswsdckiZR90dEQDABShyIG+GIWVmXUbR4d9GUBQziyW7X5LT6XPeJDmM7P+cO4yzN7uUmc9/oiw6W+zIowji7XWuk1lYhiGdOjuE3vvsiAGHIzse6VxcBX6+Z59rfkWQ/H5HNtvZzkhOXzY1TUpLl3x9zt18vF1TQMjIzC5wWJR9LDiM7GPB0LljVI6Ct3epYphZjoMz6dmvm7dVCgnKzt/JlOzilaGCjeiweEt+1c4WOYrKvxRD8iqa5Llc50am5SqkGHkvN/LYLte2/7Is34JOXvF6GN/K5wocjnTJ4iNZrJIsksU3+yZJ+Q38MuxnCx8ZeRRFss4WQkr4SAjnKA6bZE/OXmbxlrzLSxa/7NfA6itZQ849xpEuOVIlR5pkPyMZ6W4I/CyfiueKNI50KSvZfbEAAFyKIgdycziyO3Zn0rMn6nOViwoPF97Pb1khtpUK1hl1OLJvWY7soof9vJ+Osz8NZa+/VCfTy5L/SBBva96dyJQz2e1bvaSw8ufiNYxzndycokeun2d/Ny5Yl1NMcthV4C/MFp3r6F44SuBSHWVPlHH2VJWcCSrTbNmva3pG9k3KzpGvd+7CR1EUPdJt2T/9/aTy5c4tzyvvl/z9wgJZYY+DQhRFSvJoEcPIfn9JUtmA7FjLBmTfP5lydoSHkT2iI7/n4VU2u8CR819fx3nHgC64WXTefZ33My/nbZfXZiX4ZS2cCwsn5/1erAWdvLY9P65LFXSM7M69d2j2atuhcx18WbKPDYvv2aKHz9lTOHzOu+9zdjvr2aLIpSa/dZwreOQaEXLBzS3OH8Vx3uiHzL+zb/KSvMpI1jLZP73KnH0t/LNvTo5zBY+c0R6ufk4W37OFyrPv/6wkKSNBHlmMAwBIosiBHFlZZ4sbtnNfLnNO4cj5Ql8UhYfzl5UUOR23/N4NxtnOoz2PIoizGJJTlMiS8vq+5mXJ7rj6+Z5bZrdn/0dZuviUCIsl+zQEayGKCTlx5lcQyasznDPKxu442xe+jMJIQQoiJb1DnCNnJIefb3axoVxg9oimjMxzN4eRvd35oz58cooevtkFkMspAuUUUfx9cy/38jo7RXQB5wbJt0BW0OOgsKNF/u0YcNNpNGm2cwXE86+qklPwSD4tpaafG9FxYVzeV0u+FSVZsv/ra4vN/i98oZ1fDFEeBZJ8luV85l5y2/Pat1xwP9fjC7DccsE2+caW17aXeu7n/SztBZ2MuPMKHJLOP1XlkqwXFz7Ov3n5ZG8jLzlHhVzqIySnEHLh7fzCSGFGfRVEXqM4cnFIjpTsWw6Lz9mCR8C54oe8souH54+MMrLOFTzsZ7KLIFc6qsXiI1mDJe9yklfOiC27ZIuT7PmcHgoA8BgeU+SYOXOmXnvtNSUmJuqGG27QjBkz1KRJE3eHVfJlZGb/tzP9vC/vPt5SYEB2J680dExdzTlBqVWST97b5FsEOe/3f05JV51X6Didmt259PWWAv790pYFj7MQj7moMHKJjnDOspx/dBa6MGLJo/hRgkYKZNnPnS7i63Mu5pzRGlL265Vlz130sJ+dxyMjS9LZ+R68zxY9/M4+9t+KHllZ5/bt53vpbf/NFRXI8sl5TiHv/JFDhgp/Gk1OkbOgRZErGTWUesEojvOV8c+OJfl09qg1w8g+ncViye4c+VaWrGdH09iTJVt8wZ/jRS44fSOvfx57zD+ULyyG5FdgOX+ZzltegAJLruXntVOogk5hHq/s4yPziJR14jJfF/vZUVWXOlXDknfxI9cy77PbeZ/9PeAS7TnyLn7kumUVMP58RnH8GyNTsp/MvuXUgSx+uUd7ePlnPxdruexbzp9Yw3beaI+0s4WPf3mjWPwk7+Ds4obXBa+NPSW7SOUx86MAQPEqbX1tjyhyLFq0SKNGjdLs2bPVtGlTTZs2TW3atNGePXtUoUIFd4fnOoZxeZ1A4+zw+9Qz5yZZlLL/g1w24Mo7WWaU0znzyeMtZRjZBQ5bxrlCh8WSPWpGKvwEiEXpigojhRg1knMajd24vJEChTmN5nILIzmnqvhcoihhsWTn2Mf73KkPFxY9suzZoz8ys85NeultzV30uPCKLWln9+3r655TgXIV8gogZ66dfI+BvJZf6elUhTgGbBnZ8+t4WXKP4jhfgH9248mnskd9SNl5DbhO2f9GN6SMI1LW8YLFCZmroFPUjOyRQv82Wsjinc+IEO88RoX4Zd8uOSrk/ElSc4oiF8wb8q+jOArzNG1Slk1STsHIkl2QyCl6WMucHc3iJ3n7SSqf88DsEVXnj/gwbGcfUy67uGHxy70vR6qUdSq7yHJZo7AAAFLp7GtbDMMds0EWraZNm6px48Z66623JEkOh0ORkZEaNmyY/vvf//7r4+Pj4xUZGam4uDhVqVLF1eEWnVMp2V/OnZ0n33OTV+bF4Th7dYEzZ+eXUHYHIsA/e+SGt0fUvEomw5D+OZl9ioPFkj1ZaaY9+4oP58+/4KkKWhC5cKTA5SjIaJELRxNYLNlXuEmzSUFlpKArmGTSfkHRI6/JbL29cs/pceJ0dlEkJFAqc6n/zpZihT6d6gqOAYuyHxsY8O9FxPSzVzfK2df372Z3jmzx2Z0ooNTxyl0M8fK9uBhiyWdU4qXkmo/ElaznjfYIyD61xZLXdxtDuc93MiT76ezTUbJOSSroSBUAKAIPL3J3BAVyOf3eK+1ru0Op79VmZGRo+/btGjt2rHOZl5eX7rrrLm3dujXPx9hsNtls5768njx5UlJ20u32Ej67+Xl8Tp2R5cLLTXpZ5PDxlsPbKoePd3YHzjBkTc+QNT3j3Bd5L4vsfj6y+/tKGWekk8UevvkYhrxT0uSV0+m1SBkhgdKpyx0C7eHOzhNhOVv4sBiGLGfnj7joZ848FJcrp1MsKTOtjIx/CjO05V8Yhryy7LJk2uWVlSVLVv4jWTIyUjlF7HzOY8A4ewycdyw4l+X+6WSRMjICpRNJ/7obS6ZdPilnJItFPsf2SHbekzAB56Sp3rJccIqMxTkqJPvzyHCky0hLKMbgTl8Qq6/kFSDL2eKHxRqgnA9uI+uUjKyT2QWOop6LBAAKKPXgQXeHUCBHjhyRlN3/LVfu3D9a/fz85Ofnd9H2l9PXLglKfZHj+PHjstvtCg8Pz7U8PDxcf/zxR56PmTx5siZOnHjR8mbNmrkkRgAAAACAp1ru7gAKpV69ernuP/fcc5owYcJF211OX7skKPVFjssxduxYjRo1ynk/KytLv//+uyIjI+VVgi+Nefr0adWpU0e//fabgoKC3B0OXIQ8mwN5Ng9ybQ7k2RzIszmQZ3MwY54dDocOHTqkOnXqyPu8qQryGsVRmpX6IsfVV18tq9Wqo0dzz/h99OhRRURE5PmYvIbjNG/e3GUxFpVTp7Ive1a5cuVcw4vgWcizOZBn8yDX5kCezYE8mwN5Ngez5rlq1aoF3vZy+tolQckdtlBAvr6+uummm7Ru3TrnMofDoXXr1nH6CQAAAAAAl6G09rVL/UgOSRo1apR69eqlRo0aqUmTJpo2bZpSU1P16KOPujs0AAAAAABKpdLY1/aIIsdDDz2kY8eOafz48UpMTFSDBg20evXqiyZIKe38/Pz03HPPedw5U8iNPJsDeTYPcm0O5NkcyLM5kGdzIM8FUxr72hbDMK7guosAAAAAAAAlQ6mfkwMAAAAAAECiyAEAAAAAADwERQ4AAAAAAOARKHKUQEyTYg7k2fOlp6e7OwQARYjPbfMg14Dn4P1sPhQ5SpAvv/xSkmSxWNwcCVzpjTfeUFpaGnn2cGPGjNGmTZskZV9PHJ5p+/btOnLkCAUtD3fixAnZ7XY+t00g5/OaXAOew2KxyG63uzsMFCOPuISsJxg4cKAsFovatGnj7lDgQgMGDNAff/yhfv36KSAgwN3hwEVGjBihGTNm6JtvvlHr1q3l5UU92RM9+uijOnDggFJTU/XSSy/p7rvvlmEYdI48zKOPPqrTp08rPj5egwcPVosWLVStWjV3hwUX6Nu3rzIzM3Xw4EG99tpruu666xQcHOzusFDE1q9fr/r16ys0NNTdocCFHn/8caWnp2vfvn1atmyZ/P39+RttInzzLgH69++vEydO6O2333Z3KHChd999V/Hx8dq4caOCg4OVlJQkm82mrKwsd4eGIjRo0CAdO3ZMcXFxqlSpkrZs2SKJoZKeZtiwYUpNTdWGDRvUqlUrrV+/Xna7nTx7mBEjRujMmTP69NNP1a1bN7322mt65ZVX9Oeff7o7NBSx4cOH69ixY3rttdfUsGFDTZgwQYsWLdKxY8fcHRqK0AMPPKC2bdsqJiZGSUlJ7g4HLtK3b18dOnRIjz32mHx8fNS6dWsKHCZDkcPN3nvvPX311Vd66qmnJEnz5s3TCy+8oAceeEC//fabJDpHnuLUqVNq3LixJGn69OkaOHCgWrdurddff10HDhxwc3QoChMmTNDx48e1YMECVa5cWadOndLChQslMfTZk6SlpSkpKUljxoyRJPn6+uq7775T27Zt9cYbb2j//v1ujhBFwWaz6ejRo5o4caKk7ILH9ddfr/j4eC1YsEDp6en8ffYQhmEoKSlJTz75pMLDwzVt2jR17txZa9as0dq1ayVx2qEniImJkbe3t6ZPn65PPvlEn376KYUODzRz5kwlJCQoJiZGDRs21OzZs1W2bFlOKzUZihxu1rhxY7Vs2VKrV6/W0KFDNXPmTNWqVUsBAQHq3r27jh8/TufIQ0RHRystLU2bNm3Sp59+qjfeeEO9evXS7t279e2330qioFXade3aVYsXL3bef/XVV7Vu3TrnaA54BpvNppSUFL3//vsaOHCg5s2bp7fffltdu3bVjh07tHnzZkm8n0u7M2fOKDY2Vtu2bZMk/fPPP0pLS1Pjxo315ZdfKiMjg7/PHsJms8nb21s7d+50Luvbt69atGihKVOm6MyZM5x26AEaNWqkp556SgMGDFCfPn20YMECffrpp0pMTHR3aChCLVq00LBhwyRl/x0OCAjQvn37tG/fPjdHhuLEJ7ab7NixQxkZGWrQoIFGjhypn376Sdu3b9fSpUvVpUsXffTRRwoPD3f+BwGl086dO52no1SrVk2ffPKJZs+erQEDBqhq1arq06ePqlevrt27d0viv/2lVc77uVatWpKy/+NnGIaioqJ00003OUdlMelV6bZz505lZmYqJCRETzzxhOrXr69Tp05p/Pjxqlmzpvr06aNrr71Wu3btksT7ubTKyXP58uU1evRojR49Wj169NA999yjVq1aady4cQoKCtLWrVvdHSqu0KZNm5SVlSV/f389+OCDGjVqlNasWeNcP2zYMFWoUEErV650Y5S4Uhs3blRmZqaqVaum+vXrS5IefvhhDRw4UPPnz9dXX32lU6dO6fHHH9eJEyfcHC0uV06e69Wrp9atW0vK/jscGBioq666StHR0ZKkZ599VidPnnRnqCgGFDncYPjw4erWrZtiYmJks9nUoEEDvfTSS3rvvfcUHh7u3M5qtTLhVSk2fPhwde3aVZ9++qlsNpsaNWqk6dOna9myZdq4caOOHz8uSfrtt9+Y/KoUy3k/L1myRJmZmZKy/6haLBYFBwfrtttu07hx43T06FFZrVY3R4vLdeH7+fbbb9egQYPUuHFjpaSkOLf79ddfeT+XYufnOT09XV26dNGXX36pESNGaOrUqRo6dKgkycvLS0FBQW6OFleif//+Wrp0qby9vWUYhtq3b6/p06frP//5j5YvX+7cLi0tTb6+vm6MFFeif//++vzzz+Xj4yNJ8vb2dv7DoVu3bnriiSf0wQcf6KabbtIff/yh8uXLuzNcXKYL83z+9y2LxaIqVapIknr16qV9+/bRvzIBrq7iBsHBwapQoYK+/fZbGYahrl276rrrrnOut9vt6t27typXrqy2bdu6MVJciZw8b9myRXa7XV27dtV9992nL774QuPHj9ezzz6rffv2qWLFinriiSfcHS4uU06ev/nmGzkcDnXr1i3Xf/Afe+wxLV68WNu2bdP999/vxkhxJS783M7J80033aQ777xT+/bt0y+//KLo6GiNHTvW3eHiMp2f55z3c6NGjZzr7Xa72rdvr4oVK+qWW25xY6S4EgMHDlRycrLee+89SdmdIMMwNGjQIPn5+alfv37q0KGDfv/9d1WrVk333XefmyPG5bgwzzmsVqsyMzPl4+Oj++67T8OHD1eLFi304YcfShITVJYyeeX5/PwZhqHY2Fg1bdpUt9xyC3k2CYocbnDjjTcqICBANptNq1atUnBwsBITE3XHHXeoYsWKzpmA3333XUnZQ985F7T0OT/Pq1evVnBwsBISEtSjRw99+OGHysrKUmxsrHNIHXkunc7P88qVKxUcHKwjR47ozjvvVFRUlCwWi5566indfffd7g4VVyCvz+3Dhw+rX79+Wr16tQ4ePKhatWppwIABkng/l1YXfm6HhIQoMTFRd955pypWrKjPPvtMtWvX1tSpUyXxJbk0mjp1qlauXKlNmzZJkj7++GMdPHhQv/76q5577jn16dNHDRo0UGpqqg4fPqyuXbtK4j1d2lwqzxMnTtQ111yjzMxMzZ07V3fffbezg0yeS5dL5fn5559XdHS0MjIyFBsbq/vuu4++lYlQ5HADh8Oho0ePavr06Zo8ebJGjBih4OBgPfzwwwoICND48eNVo0YN57a8CUunC/M8cuRIBQUFqUePHrrmmmskSTVr1pSU/UWZPJdOF+Z5+PDhzvdzTucnp8BBh6j0yutzOygoSN27d9ddd9110ba8n0unS/199vf317333quHH37YuS15Ln3atGmjVatW6dNPP9U///yjdevWqV+/frJYLGratKn++OMP3XjjjbkeQ65Ln4LkOTQ0VP/5z3/Uv39/SeS5NLpUnps0aaLff/9dV199tb788kvddNNNksizWZBhN7jzzjud5+4fOHBADodDtWvX1vLly2Wz2ZwFDjq+pVteea5bt65WrlypjIyMXNvS8S298ns/r1ixgjx7kMK8n/ncLr3+7e9zuXLlJPH3ubRyOByqU6eOpk6dqpiYGK1Zs0YrVqxQ//799X//93+65ZZb8pxQllyXLv+W55tvvtl51bOrr75aEu/p0qgweabAYT5kuRhceBlBu92uP//8Uy1bttRff/2lX375RVWqVNHx48fl5+fn3I4OUelS0DwfO3aMScxKMfJsDoX53CbPpRd/n83j/E5s3bp19X//9396//33nZ1cKftSsv7+/u4KEUXgcvPMe7p0KWieAwICcj2OAod5WIwL/8KjyCQnJyskJMR5f9GiRWrevLmqVKmiqVOnavPmzVqwYIH8/f2Vnp7OH9ZSijybA3k2B/JsDuTZPC7M9cKFC9W8eXNFRkY6l2VlZalPnz7y9/d3nrOP0oU8mwN5RkFRznKR3r17a968eUpNTZUkpaamKjY21nlJo+7duysmJkb+/v7KyMhwfoGi5lS6kGdzIM/mQJ7NgTybR165PnjwoLy9z01JZ7PZ9Mgjj8gwjFyTEqL0IM/mQJ5RGIzkcIG+ffvq77//1hdffPGv22ZlZeV6c6L0IM/mQJ7NgTybA3k2j8Lk+s8//3ROBM45+6ULeTYH8ozCIutFLDExUUlJSc434Zo1a7Rs2TJ9/vnnubZ76qmndPz4cb5AlVLk2RzIszmQZ3Mgz+ZRmFz//fffXOmslCLP5kCecTn4C17E0tLS9Msvv+iff/5RTEyM/ve//6lGjRo6fvy4Vq5cqXfeeUenTp3SDTfckGtyHJQu5NkcyLM5kGdzIM/mUZhcV6hQwfk4Jp8sXcizOZBnXA5OV3GBIUOG6Nprr9XWrVv1f//3f/L399fmzZv1+uuv691331V4eLhzW8MweBOWUuTZHMizOZBncyDP5kGuzYE8mwN5RmExhqcIzJ8/XwsWLNDOnTvlcDjUrFkzrVixQvHx8frnn38kSddff71Onz6t06dP53osb8LSgzybA3k2B/JsDuTZPMi1OZBncyDPuFKcrnKFOnfurNTUVFmtVgUGBiosLEzTp0+Xw+HQ7NmzNWvWLHXq1EmvvfaarrvuOl177bXuDhmXgTybA3k2B/JsDuTZPMi1OZBncyDPKAqcrnIFNm3apIkTJ2rdunWSpK1bt+qtt96Sr6+vPvjgA61fv15bt27V3r17FRYWptdff10Sw6hKG/JsDuTZHMizOZBn8yDX5kCezYE8o8gYuGw///yzUbduXeOvv/4yDMMw7Ha7sWPHDuORRx4x3nzzTed2Z86ccf5ut9uLPU5cGfJsDuTZHMizOZBn8yDX5kCezYE8o6gwJ8cViIqK0i233KJNmzYpOTlZXl5eql27tpo2baqtW7c6twsICJDEpYxKK/JsDuTZHMizOZBn8yDX5kCezYE8o6hwVFyBkJAQNWrUSJ999plWrVqlv//+W76+vnrooYf0999/6+jRo7m2ZxhV6USezYE8mwN5NgfybB7k2hzIszmQZxQVJh69TMbZc78ee+wxpaWlKSYmRlu2bNE999yj9957T9WqVct1OSOUTuTZHMizOZBncyDP5kGuzYE8mwN5RlFi4tEC6tWrl9q2bauuXbs6lzkcDucQqa+++ko//fSTduzYocjISL366quSmAintCHP5kCezYE8mwN5Ng9ybQ7k2RzIM1yJIkcBDB8+XAsWLNADDzygadOmyc/Pz/nmOv/NKEmZmZny8fHJcx1KNvJsDuTZHMizOZBn8yDX5kCezYE8w9U4Sv7FkCFDlJSUpIULF2rbtm2Ki4uTxWJRTm3owjdazpuQiXBKF/JsDuTZHMizOZBn8yDX5kCezYE8ozgwkuMSXn/9da1bt06rVq2SJPXo0UOGYejDDz+UtzfTmXgK8mwO5NkcyLM5kGfzINfmQJ7NgTyjuFAOy4fD4VCXLl2cb0KHw6Hu3bsrJSVFJ0+elCRRHyr9yLM5kGdzIM/mQJ7Ng1ybA3k2B/KM4kSRIw92u12SVK1aNUlSVlaWvLy8dMcdd+jAgQPOiW+Y9KZ0I8/mQJ7NgTybA3k2D3JtDuTZHMgzihtFjguMGTNG3bt31/Dhw7Vy5UpJkre3txwOh/z9/TVt2jT99ttviouLc3OkuBLk2RzIszmQZ3Mgz+ZBrs2BPJsDeYY7UOQ4T79+/RQbG6s+ffooJCREX3zxhc6cOZNropvIyEht375dBw4ccHO0uFzk2RzIszmQZ3Mgz+ZBrs2BPJsDeYa7MMPLWTExMTpw4IDWrVsnSQoKCtKjjz6q5ORklSlTxrldjRo19PHHH+v22293V6i4AuTZHMizOZBncyDP5kGuzYE8mwN5hjsxkkPSxx9/rOjoaL355puSsq/H3KxZM4WHhys5Ofmi7Vu0aCEpe8IclB7k2RzIszmQZ3Mgz+ZBrs2BPJsDeYa7mb7IER8fr82bN8vhcKh27dqSzl2P2W63y9/fX5I0duxY7d69O9djuVZz6UGezYE8mwN5NgfybB7k2hzIszmQZ5QEpj+SKlasqDJlymjevHnON1ZGRobS09MVHBwsh8PhHFpVr149N0eLy0WezYE8mwN5NgfybB7k2hzIszmQZ5QEpi5yOBwOWa1WvfDCC/r555+1aNEiSdkz/vr5+SktLU2dOnVS2bJl9fbbb0vi+s2lEXk2B/JsDuTZHMizeZBrcyDP5kCeUVKYusjh5eWlrKwsBQQEaPDgwc5Zfb28vGSxWHT69GnVq1dPb731lqTsNy7Xby59yLM5kGdzIM/mQJ7Ng1ybA3k2B/KMksJ0RY7Bgwdr/vz5zqqht3f2BWbq1KmjZcuWadu2bZKkrKwszZw5UwsWLJCU/SbkPLHSgzybA3k2B/JsDuTZPMi1OZBncyDPKJEMExk+fLgRGBhoVK9e3Vi8ePFF6z/88EPjvvvuMw4fPpxrud1uL64QUQTIszmQZ3Mgz+ZAns2DXJsDeTYH8oySytvdRZbikpSUJF9fXyUkJOiLL77QU089JcMw1KVLF9ntdlmtVnXo0EF//PGHDh48qEqVKjkfS5Wx9CDP5kCezYE8mwN5Ng9ybQ7k2RzIM0oy0xQ5QkNDNXbsWPn6+urhhx9WWlqaxowZI7vdrq5du0qSypUrpzJlymjWrFlq1qyZmyPG5SDP5kCezYE8mwN5Ng9ybQ7k2RzIM0o09w0iKR4OhyPfde+8845Rs2ZN47PPPjOaNm1qvPzyy4ZhGMahQ4eKKzwUEfJsDuTZHMizOZBn8yDX5kCezYE8ozTw6CJHnz59jDfffNPIysrKtdzhcDjPBZs7d65hsViMHj16uCNEFAHybA7k2RzIszmQZ/Mg1+ZAns2BPKO08NjTVUaPHq3ly5dr/fr18vf3V9++fZ3nf1ksFuflir766it16dJFH330kSRm+i1tyLM5kGdzIM/mQJ7Ng1ybA3k2B/KM0sQjixynT59W2bJltWfPHn3//fd67LHHZBiG+vXrJ+ncZDeHDh1S48aNNWLECEm8CUsb8mwO5NkcyLM5kGfzINfmQJ7NgTyj1HHfIBLXOn36tHHmzBnDMAxj6dKlRlRUlDFr1izn+qSkpFzbcymj0ok8mwN5NgfybA7k2TzItTmQZ3MgzyhNPHIkhyQFBgZKkgzD0P333y+73a4xY8bI19dXH3zwgW6++WZNmTLFuT1VxtKJPJsDeTYH8mwO5Nk8yLU5kGdzIM8oTSyGYRjuDsKVDMOQw+GQ1WrVihUr1KFDB/Xo0UP/93//5+7QUITIszmQZ3Mgz+ZAns2DXJsDeTYH8ozSwOOLHOfr1auX0tPTtWjRIkmcJ+apyLM5kGdzIM/mQJ7Ng1ybA3k2B/KMkso0R+E///yjW265hTehhyPP5kCezYE8mwN5Ng9ybQ7k2RzIM0oyU43kyMGb0BzIszmQZ3Mgz+ZAns2DXJsDeTYH8oySxpRFDgAAAAAA4HkouQEAAAAAAI9AkQMAAAAAAHgEihwAAAAAAMAjUOQAAAAAAAAegSIHAAAAAADwCBQ5AAAAAACAR6DIAQAAAAAAPAJFDgAAAAAA4BEocgAAAAAAAI9AkQMAAAAAAHgEihwAAAAAAMAjUOQAAAAAAAAegSIHAAAAAADwCBQ5AAAAAACAR6DIAQAAAAAAPAJFDgAAAAAA4BEocgAAAAAAAI9AkQMAAAAAAHgEihwAAAAAAMAjUOQAAAAAAAAegSIHAAAAAADwCBQ5AAAAAACAR6DIAQAAAAAAPAJFDgAAAAAA4BEocgAAAAAAAI9AkQMAAAAAAHgEihwAAAAAAMAjUOQAAAAAAAAegSIHAAAAAADwCBQ5AAAAAACAR6DIAQAAAAAAPAJFDgAAAAAA4BEocgAAAAAAAI9AkQMAAAAAAHgEihwAAAAAAMAjUOQAAAAAAAAegSIHAAAAAADwCBQ5AAAAAACAR6DIAQAAAAAAPAJFDgAAAAAA4BEocgAAAAAAAI9AkQMAAAAAAHgEihwAAAAAAMAjUOQAAAAAAAAegSIHAAAAAADwCBQ5AAAAAACAR6DIAQAAAAAAPAJFDgAAAAAA4BEocgAAAAAAAI9AkQMAAAAAAHgEihwAAAAAAMAjUOQAAAAAAAAegSIHAAAAAADwCBQ5AAAAAACAR6DIAQAAAAAAPAJFDgAAAAAA4BEocgAAAAAAAI9AkQMAAAAAAHgEihwAAAAAAMAjUOQAAAAAAAAegSIHAAAAAADwCBQ5AAAAAACAR6DIAQAAAAAAPAJFDgAAAAAA4BEocgAAAAAAAI9AkQMAAAAAAHgEihwAAAAAAMAjUOQAAAAAAAAegSIHAAAAAADwCBQ5AAAAAACAR6DIAQAA8mSxWP71NmHCBHeHCQAA4OTt7gAAAEDJ9NFHH+W7bsKECdq3b5+aNm1ajBEBAABcGkUOAACQpx49euS5/P3339e+ffs0bNgwtW3btpijAgAAyB+nqwAAgAL79ddfNXz4cDVs2FCvvfaac3lqaqpGjx6tyMhI+fn56brrrtPrr78uwzByPd5isWjo0KFaunSp6tWrJz8/P9WtW1erV6++aF+HDx9Wnz59FB4e7tzuf//730XbzZgxQ3Xr1lWZMmVUvnx5NWrUSAsWLCj6Jw8AAEo8i3Hhtw8AAIA8nDlzRo0bN9ahQ4e0fft21axZU5JkGIbuuusurV+/Xn379lWDBg305Zdf6osvvtDIkSM1depUZxsWi0U33HCD/v77bw0ePFhBQUF68803lZiYqEOHDik0NFSSdPToUTVq1EgWi0X9+/dXWFiYVq1apWXLlmnq1KkaOXKkJOm9997TY489pgceeEB333230tPT9csvv6hs2bKaPn16sb9GAADAvShyAACAAunbt6/+97//6cMPP1TPnj2dyz///HN17NhRkyZN0jPPPONc3qVLF8XExGjv3r2qXr26pOwih6+vr3777Tfnsl9++UU33HCDZsyYoaFDh0qS+vXrp5UrV2rXrl3OwockdevWTatWrdKRI0cUEBCgjh076q+//tLu3buL4yUAAAAlHKerAACAf7VgwQL973//0yOPPJKrwCFJK1eulNVq1fDhw3MtHz16tAzD0KpVq3Itv+uuu5wFDkmqX7++ypUrp/3790vKHhkSExOjDh06yDAMHT9+3Hlr06aNTp48qZ9++kmSFBISovj4eP3www+ueNoAAKCUocgBAAAuae/evRo4cKBq1qypWbNmXbT+4MGDqlSpkoKCgnItr127tnP9+apWrXpRG+XLl9eJEyckSceOHVNycrLeffddhYWF5bo9+uijkqS///5bkjRmzBgFBgaqSZMmqlGjhoYMGaItW7Zc+ZMGAAClEldXAQAA+bLZbHrooYeUkZGhhQsXKjAw8IrbtFqteS7POYPW4XBIyr66S69evfLctn79+pKyCyl79uzR8uXLtXr1asXExGjWrFkaP368Jk6ceMWxAgCA0oUiBwAAyNcTTzyhn3/+WdOnT1fDhg3z3KZatWpau3atTp8+nWs0xx9//OFcXxhhYWEKCgqS3W7XXXfd9a/bly1bVg899JCzGNOpUye9+OKLGjt2rPz9/Qu1bwAAULpxugoAAMjTkiVL9NZbb+m+++67aL6N87Vr1052u11vvfVWruVTp06VxWJR27ZtC7Vfq9Wqzp07KyYmJs8JRY8dO+b8PSkpKdc6X19f1alTR4ZhKDMzs1D7BQAApR8jOQAAwEWOHDmivn37ymq1qlWrVpo3b16e21WvXl0dOnTQHXfcoWeeeUaxsbG64YYbtGbNGn3++ecaOXJkrklGC+rll1/W+vXr1bRpU/Xv31916tTRP//8o59++klr167VP//8I0lq3bq1IiIi1Lx5c4WHh+v333/XW2+9pfbt2180RwgAAPB8FDkAAMBF9uzZ45wIdMSIEflu16tXLzVr1kzLli3T+PHjtWjRIs2ZM0dRUVF67bXXNHr06Mvaf3h4uL7//ns9//zz+uyzzzRr1iyFhoaqbt26euWVV5zbDRgwQPPnz9eUKVOUkpKiKlWqaPjw4Xr22Wcva78AAKB0sxg5s3wBAAAAAACUYszJAQAAAAAAPAJFDgAAAAAA4BEocgAAAAAAAI9AkQMAAAAAAHgEihwAAAAAAMAjUOQAAAAAAAAewdvdAZQEWVlZ+vnnnxUeHi4vL+o+AAAAAADP4nA4dPToUTVs2FDe3p5bCvDcZ1YIP//8s5o0aeLuMAAAAAAAcKnvv/9ejRs3dncYLkORQ1J4eLik7GRXrFjRzdEAAAAAAFC0jhw5oiZNmjj7v56KIofkPEWlYsWKqlKlipujAQAAAADANTx9igbPfnYAAAAAAMA0KHIAAAAAAACPQJEDAAAAAAB4BObkKADDMJSVlSW73e7uUIDLYrVa5e3tLYvF4u5QAAAAPI7dbldmZqa7wwD43i+KHP8qIyNDR44c0ZkzZ9wdCnBFypQpo4oVK8rX19fdoQAAAHiMlJQUxcfHyzAMd4cCSOJ7P0WOS3A4HDpw4ICsVqsqVaokX19fU1fEUDoZhqGMjAwdO3ZMBw4cUI0aNTx+RmUAAIDiYLfbFR8frzJlyigsLIy+AtyK7/3ZKHJcQkZGhhwOhyIjI1WmTBl3hwNctoCAAPn4+OjgwYPKyMiQv7+/u0MCAAAo9TIzM2UYhsLCwhQQEODucAC+94uJRwvEjNUveB6OYwAAANdgBAdKErN/7zf3swcAAAAAAB6DIgeKTcuWLTVt2jRJ0ubNm1WlSpUCPW7+/Pm65ZZbXBgZAAAAAHeir4CiQpEDl+2xxx7TddddJy8vL+cHUkHddtttio+PL9C23bt317fffnsZEbqXxWLRjh073B0GAAAAUOzoK7jG+cUg5I0iBy7bDTfcoFmzZqlJkybuDqVIcY1zAAAA4MrQV4C7UOQoBMMwlJ5pL7ZbQa+1HRMTo8DAQOctICDAOfnRvHnzVLt2bYWEhOjWW2/VTz/95Hxcy5YtNXbsWLVp00ZBQUG68cYbtWvXLuf6lJQUDR06VFWrVlWFChXUs2dPnTx50rl+yJAhatWq1WXN2LthwwaFhIRIkpYsWaLq1avnWv/dd98pJCRE6enpmjt3rho0aOBcFxUVpVdffVU333yzgoKC1KJFC8XFxTnX//rrr851d9xxh5566im1bNky31gmTJige++9V4MGDdJVV12l//73v+rdu7f69u2rBx54QIGBgapbt652796td955R1WqVFFYWJhmzZqVb5s5H+a33HKLAgMD9dJLL0mS9u3bpw4dOigsLEzVqlXTpEmT5HA4JMn5PMePH6+rr75aERERWrRokbZs2aJ69eopODhYffv2dW6f8xrOmDFDFStWVEREhJ577jmu0Q4AAOBml/qOn5HlKJJtC4q+QsnrKxiGoTFjxigiIkLlypVTzZo1tXz5cuf6hQsXqn79+goJCVHjxo2dI1VGjx6tzZs3a8yYMQoMDFTbtm0L8aqaB5eQLQRblkND5v/07xsWkZndb5S/j/Vft+vcubM6d+4sKfta3e3bt1eFChW0adMmDRo0SCtWrFCzZs00c+ZM3XPPPdq7d6+Cg4MlSR999JFWrFihunXravDgwRo2bJg2bNggSerTp4+8vb31yy+/yMfHR/369dPQoUP10UcfFenzbN++vfr166ctW7aoefPmzri6dOmS74fivHnz9Pnnn6tixYrq1KmTxo0bp7lz5yozM1P33XefevbsqU2bNunnn39W+/btVa9evUvGsHr1ar3//vuaMWOGMjIyNHjwYC1evFirVq3SwoUL1a9fP91///3q3Lmz9u/fr82bN6tdu3bq3LmzwsPDL2rv+++/l8Vi0bfffuv80D1z5oxatWqlkSNHKiYmRomJiWrXrp0qVqyovn37SpJ2796tPn36KDExUR9++KEee+wxtWnTRhs3bpTNZlPDhg21dOlSderUSZJ0+vRp/fTTT9q3b58OHTqku+++W9dcc4169ep1uekAAADAFbpUn+H6KsEaeVdN5/3HF+24qJiRo2ZEkMbcU8t5f0zML0pJz5IkfdC7cYFioa9Q8voKX331lRYsWKCffvpJlSpV0qFDh5Seni5JWrlypZ544gktW7ZMDRo00NKlS9WhQwf9+eefeuONN7R9+3Z17NhRI0eOvLIX1oMxksPDDB8+XGfOnNH777+vjz76SD169NDtt98uHx8fjRw5UuXLl9eKFSuc2/fo0UM33HCDvL291atXL23fvl2SdOzYMcXExGjmzJkKCQlR2bJl9fzzz2vRokWy2wteOS4IX19fPfTQQ84PxMzMTC1atEg9e/bM9zGDBw9WdHS0/P391b17d2fc27ZtU1JSkp555hn5+vqqadOmeuihh/41hnr16ql3797y9vZWmTJlJGV/oDZv3lze3t568MEHFRsbq4kTJ8rX11etWrVScHBwrmr2v1mxYoXKly+vkSNHytfXV1WrVtWIESO0YMEC5zZhYWEaPny4vL291a1bN506dUp9+/ZVaGioKlWqpBYtWuSqsDscDr3yyisqU6aMatWq5ZI/LAAAAPAM9BVKRl/Bx8dH6enp+vXXX5WZmamqVauqZs3swtfMmTP15JNP6sYbb5SXl5c6deqkWrVqaeXKlYV63cyMkRyF4OftpZndbyzW/RXGtGnTtGbNGm3btk2+vr6Kj4+/aOhVdHR0rkl8IiIinL+XLVtWKSkpkqTY2Fg5HA5FR0fneryXl5cSExNVuXLlS8bStm1bbd68WZL09NNP6+mnn77k9j179lS7du00ffp0rV69WkFBQbr11lvz3f7CuE+fPi1JSkhIUMWKFeXtfe7Qrlq1qn799VdJ0ksvveQ8deS2227TqlWrnNtc6Pyqa5kyZRQUFKSAgIBcy3Jer8DAQOfyVatW6bbbbruovdjYWO3evds59E7KLlJERkbmu8+8luXsU5L8/f1VoUIF5/1q1arp8OHDF+0bAAAAxedSfQavs6eK5Jj6UIMCb/tK5/qXHRN9hZLTV7jjjjs0ceJEjRs3Tr///rvuuusuvf7664qOjlZsbKyefvppPffcc87HZGZm8h2/EChyFILFYinQ6SPusHz5cr344ovasmWLQkNDJUlVqlRRbGxsru1iY2MLdDmmyMhIeXl5KSEhwdnZLoycD4SCuvnmm3X11Vdr+fLl+vjjj9WjRw/nuYKFUalSJSUmJiorK8v54XXo0CHn+vw+RL28rmxQ0/mFhxwXxh8ZGambbrpJ27Ztu6J9nS89PV1///23s9Bx6NChf/2jAgAAANcqTJ/BVduej75CtpLUVxg8eLAGDx6skydPatCgQRo+fLi++OILRUZGatiwYRo4cGCebV1pLGbAK+QBdu7cqZ49e2rx4sXOYU5S9vCy+fPna8uWLcrKytKMGTOUlJSkdu3a/WubERER6tixo4YOHarjx49LkhITE7VkyRLnNhkZGUpPT5fD4VBWVpbS09OVlZV12c/jkUce0YwZM7RixYpLDj+7lJtvvlkhISGaPHmyMjMz9cMPP+iTTz657JiuRHh4uPbt2+e8f++99+ro0aOaNWuW0tPTZbfbtWfPHud5jZfDy8tLY8eOVVpamvbs2aOZM2eqe/fuRRA9AAAAPAF9hXNKSl/hhx9+0LfffquMjAwFBASobNmyzqLLkCFD9Nprr2n79u0yDENnzpzR2rVrnSNsLuxj4GIUOTzAkiVLdPLkSd177725Zk5u0aKFZsyY4ZzTYeHChVq1alWu0yUuZe7cuc4ZfcuVK6fbbrvNeT6bJLVu3VoBAQHavHmznnzySQUEBGjSpEmX/TweeeQRbdq0SQ0bNtS11157WW34+Pjo888/1/Lly1W+fHk99dRT6tGjh/z8/C47rsv1wgsvaPjw4SpfvrxefvllBQYGau3atVq3bp2ioqIUGhqqhx9+WImJiZe9j6CgIDVo0EDXXHONbr/9dvXs2ZNJRwEAAOBEX+GcktJXOHXqlAYPHqzQ0FBFREQoISFB06dPlyR16NBBL7/8svr376/y5csrOjpa06dPd15hceTIkVq7dq1CQkJ07733FmvcpYXF4HqTio+PV2RkpOLi4nINz0pPT9eBAweck9agdBowYIAcDofee+89d4dSpDZs2KCOHTsqOTm5QNtzPAMAABQtvl+Vfp7YV8jvuMyv3+tpGMkBj7N582bFxcXJ4XBo3bp1mj9/vrp06eLusAAAAAC4GX0Fz1eiixx2u13jxo1TdHS0AgICVL16db3wwgs6f/CJYRgaP368KlasqICAAN11113au3evG6OGu+3fv18333yzAgMDNWjQIL388stq3bq1u8MCAAAA4Gb0FTxfib66yiuvvKK3335bH374oerWrasff/xRjz76qIKDgzV8+HBJ0quvvqo333xTH374oaKjozVu3Di1adNGv/32G0PGTKpXr16mmJeiZcuWBT5VBQAAAIB5+gpmVqKLHN9++63uv/9+tW/fXpIUFRWljz/+WN9//72k7FEc06ZN07PPPqv7779fkvR///d/Cg8P19KlS9W1a1e3xQ4AAAAAAIpXiS5y3HLLLXr33Xf1559/qmbNmtq5c6e++eYbTZkyRZJ04MABJSYm6q677nI+Jjg4WE2bNtXWrVvzLXLYbDbZbDbn/dOnT0vKPj3Gbrc7l9vtdhmGcdFyoDTieAYAAChafL9CSZTfcWmWY7REFzn++9//6tSpU6pVq5asVqvsdrtefPFFde/eXZKcl94MDw/P9bjw8PBLXpZz8uTJmjhx4kXLDxw4oLS0NOd9h8Mhm82mgwcPysurRE9fAvwrjmcAAICixfcrlET5HZeX6iN7khJd5Pjkk080f/58LViwQHXr1tWOHTs0cuRIVapU6YrOoxo7dqxGjRrlvH/48GHVqVNH0dHRF11C9uDBg6pWrRrze6DU43gGAAAoWny/QkmU33EZEBDgxqiKT4kucjz55JP673//6zzt5Prrr9fBgwc1efJk9erVSxEREZKko0ePqmLFis7HHT16VA0aNMi3XT8/P/n5+Tnvnzp1SpJktVpltVqdy61WqywWy0XLgdKI4xkAAKBo8f0KJVF+x6VZjtESPabqzJkzFw37slqtcjgckqTo6GhFRERo3bp1zvWnTp3Sd999p2bNmhVrrAAAAAAAwL1KdJGjQ4cOevHFF7VixQrFxsZqyZIlmjJliv7zn/9IkiwWi0aOHKlJkyZp2bJl2rVrl3r27KlKlSqpY8eO7g3ew/3555/6z3/+o4iICIWEhKh58+basmWLu8NyuaioKC1dutTdYQAAAAAllln7Cperd+/eGjlypLvD8BglusgxY8YMPfDAAxo8eLBq166tJ554QgMGDNALL7zg3Oapp57SsGHD9Nhjj6lx48ZKSUnR6tWrOSfOxZKTk9W2bVvt2rVLSUlJ6t27t9q1a6fjx48Xy/6zsrJkGEax7AsAAABAwdFXgDuV6CJHUFCQpk2bpoMHDyotLU379u3TpEmT5Ovr69zGYrHo+eefV2JiotLT07V27VrVrFnTjVEXv5iYGAUGBjpvAQEBslgskqR58+apdu3aCgkJ0a233qqffvrJ+biWLVtq7NixatOmjYKCgnTjjTdq165dzvUpKSkaOnSoqlatqgoVKqhnz546efKkJKlJkyZ67LHHFBYWJqvVqv79+8tqteqXX37JN87k5GR16dJFISEhqlWrlmbMmOGMMyfWevXqKSgoSFWrVtW4ceNyfThZLBa99dZbqlevnsqWLauUlBRNmTJFNWrUUFBQkKpXr6633nor1z43bdqk66+/XkFBQerUqZP69u2r3r17O9fv27dPHTp0UFhYmKpVq6ZJkyY5T4e6UJcuXXTo0CF169ZNgYGBGjhwoCTp77//Vvfu3VWxYkVVqlRJI0eOdF6ieMOGDQoJCdGsWbNUuXJllS9fXtOmTdMff/yhpk2bqly5curYsaNSU1MlSbGxsbJYLHrvvfcUFRWl0NBQDR48WBkZGfkfAAAAAEA+6CsUT19BkqZMmaKqVasqKChIUVFRev/9953r1q5dqyZNmigkJER169bVsmXLJElvvvmm5s+fr1mzZikwMFB169bNt30UkAEjLi7OkGTExcXlWp6Wlmb89ttvRlpaWvYCh8MwMtKK7+ZwFPq5ZGVlGW3atDEeeeQRY+PGjUZgYKCxceNGIyMjw5g6daoRFhZmJCcnG4ZhGC1atDAqV65s7Nixw8jMzDT69+9vtGjRwtlWly5djG7duhknTpwwUlJSjK5duxo9evTIc7+//PKL4e3tbRw5ciTf2Hr06GG0bdvWSE5ONhISEozGjRsb5x+CK1euNPbs2WM4HA7j559/NipUqGDMmzfPuV6S0axZM+Pw4cNGenq6YbfbjU8//dQ4dOiQ4XA4jK+//trw9/c3vvnmG8MwDOOff/4xgoODjQ8++MDIzMw0VqxYYfj5+Rm9evUyDMMwUlNTjWrVqhlTp041bDabcfDgQaNu3brG+++/n+9zqFatmrFkyRLnfYfDYTRt2tQYNWqUkZqaahw/ftxo2bKl8eyzzxqGYRjr1683vLy8jCeffNKw2WzGV199ZVitVqN9+/bGoUOHjOTkZKNu3brGG2+8YRiGYRw4cMCQZLRt29Y4ceKEcfjwYeOGG24wJkyYkG9MBXXR8QwAAIArku/3q0t9x8+0Fc22l4G+guv6Cnv27DECAgKM33//3TAMw0hMTDR27txpGIZh7Ny50wgJCTHWrVtn2O12Y/PmzUa5cuWMP/74wzAMw+jVq5cxYsSIS2SucPI7LvPr93oai2Ewjic+Pl6RkZGKi4u76BKyBw4cUHR0dPbpL5np0uLLv3RtoXX5UPIp3Gk3Q4YM0a5du7R27VoNGTJE3t7eevvtt53rr7vuOj333HN6+OGH1bJlS9188816+eWXJUlbtmzRPffco9OnT+vYsWOKiIjQ8ePHVb58eUnS3r17VbduXaWlpeWamTc5OVnNmzfXAw88oIkTJ+YZl91uV0BAgL799ls1atRIkrR48WI9+OCD+Q4lGzlypFJTU/Xee+9Jyq7OLlmy5JLzrXTs2FGNGzfWM888o48++kivvPKKdu/e7Vzfvn17hYWFae7cuVq8eLFeeukl/fzzz8717733nhYuXJhrMtvzRUVFadq0ac4YfvjhB91zzz06duyYc5Lcr776SgMHDtS+ffu0YcMGtWrVSikpKc5LNlWoUEEvvPCCBgwYICn7lKuEhATNmzdPsbGxio6O1nfffacmTZpIkhYtWqRnnnlGf/31V77PuyAuOp4BAABwRfL9frXgofwfVKmh1PK/5+4vekSy5zNqt0Jt6a4J5+7H9JNsp7N/f3hRoeOlr+C6vsK+fftUr149zZs3T+3atct1udYhQ4bI19dXU6dOdS7r3r27atWqpXHjxql3794KCQnRtGnT8o29MPI7LvPr93qaEn26Cgpn2rRpWrNmjZYsWSJfX1/Fx8crKioq1zbR0dGKj4933s+5DK8k57AuKfu0CYfDoejoaIWEhCgkJESNGzeWl5eXEhMTnY85efKk2rRpo1tvvVUTJkxwLm/btq1zSNxLL72k48ePKzMzU5GRkc5tqlatmiu2L7/8UrfccouuvvpqBQcHa/bs2Redt3fhY+bPn68bb7xRV111lUJCQrRy5UrnYxISEnLt78LHx8bGavfu3c7nFxISotGjRzufX926dZ3PYf78+Xm+5rGxsUpOTnbuPyQkRA888ICOHj3q3CYoKCjXh1yZMmUUHh6e637O656jWrVquX4/fPhwnvsHAAAACoK+gmv7CtWrV9eHH36ot956S+Hh4WrdurV27NjhbGv27Nm52vr888+VkJBwcaJwxbzdHUCp4u2XPbqiOPdXQMuXL9eLL76oLVu2KDQ0VJJUpUoVxcbG5touNja2QFW7yMhIeXl5KSEhQWXKlMlzm5wPrbp162r27Nm5zplbtWpVrm3tdrt8fHwUFxfn7OAfOnTIuT4jI0OdOnXSrFmz1LVrV/n5+WnkyJEXxX/+JYUPHTqkXr16afXq1WrZsqW8vb3VsWNHZ7W3UqVKiouLy/X4Q4cOKSwszPkcb7rpJm3bti3P5/frr79etOzCSxpHRkaqQoUKOnLkSJ5tXK6DBw/mep0qV65cpO0DAADAhS7VZ7Bc8H/mTu8VfNv73sp7u39BX6F4+goPPvigHnzwQaWlpWn8+PF65JFHtGvXLkVGRmrEiBHOUTEXurCPgSvDq1kYFkv26SPFdTvvg+BSdu7cqZ49e2rx4sW5Jl3t0aOH5s+fry1btigrK0szZsxQUlKS2rVr969tRkREqGPHjho6dKiz2pmYmKglS5ZIkk6dOqV77rlHNWvW1Pvvv5/rQysvVqtVDz74oCZMmKCTJ08qMTFRb7zxhnO9zWZTenq6QkND5efnp++++04LFiy4ZJspKSkyDEMVKlSQl5eXVq5cqTVr1jjXt2/fXnFxcZo7d66ysrK0evVqff3118719957r44ePapZs2YpPT1ddrtde/bs0YYNG/LdZ3h4uPbt2+e837hxY0VGRurZZ5/V6dOnZRiGDh48eNEHd2E9//zzSk5OVkJCgiZPnqzu3btfUXsAAAAoRpf6ju/tWzTbFhB9heLpK+zZs0dfffWV0tLS5Ovrq8DAQHl7Z48pGDBggObMmaP169fLbrfLZrNp69at+v333yVl9zH279/PFWGKCEUOD7BkyRKdPHlS9957b66Zk1u0aKEZM2aob9++Cg0N1cKFC7Vq1SqFhIQUqN25c+c6h56VK1dOt912m7Zv3+7c57Zt2xQTE6Ny5cr962kdUvYlgf38/FS1alW1bNlSDz74oPNKOUFBQZo5c6Yee+wxlStXTi+++KIeeugS5zJKqlOnjp555hndeeedCg0N1aJFi3Tfffc511911VVaunSpXn/9dYWEhOjdd99Vly5d5OeXPUImMDBQa9eu1bp165xXMnn44YdzDbG70NNPP6233npLISEhGjx4sKxWq5YvX67Dhw+rdu3aCg4OVvv27a94/oz7779fDRo0UL169dS0aVM9/fTTV9QeAAAAzIm+QvH0FTIyMjRu3DiFh4crNDRUX3/9tebOnStJatiwoT7++GM9++yzCgsLU+XKlTVu3DjnFRn79eunw4cP66qrrlL9+vUL9Pojf0w8qkJMPIoi9fHHH2v8+PHau3dvse2zTZs2uv322/XMM88U2z4LI2fi0RMnThT4D0xBcTwDAAAULb5fuQ59hcvHxKNAMdm7d69+/PFHGYahvXv3atKkSerSpYtL97lmzRodP35cWVlZWrhwob7++mt16tTJpfsEAAAAUDj0FVBUmHgUxSY1NVU9evRQXFycgoOD1alTJz377LMu3ef27dvVvXt3nTlzRtHR0fr4449Vu3Ztl+4TAAAAQOHQV0BR4XQVcboKzIHjGQAAoGjx/QolEaerAAAAAAAAeACKHAAAAAAAwCNQ5AAAAAAAAB6BIgcAAAAAAPAIFDkAAAAAAIBHoMgBAAAAAAA8AkUOXBabzaaWLVuqQoUKKleunGrVqqV3333X3WG5RVRUlJYuXeruMAAAAIASgb7Clevdu7dGjhzp7jBKJW93B4DSydvbWzNmzFDt2rXl7e2t3377TXfccYdq166t2267zd3hKTMzUz4+Ple8DQAAAIDCoa8Ad2IkhweIiYlRYGCg8xYQECCLxSJJmjdvnmrXrq2QkBDdeuut+umnn5yPa9mypcaOHas2bdooKChIN954o3bt2uVcn5KSoqFDh6pq1aqqUKGCevbsqZMnT0qSrFarrr/+enl7Z9fJLBaLLBaL/vrrr3zjTE5OVpcuXRQSEqJatWppxowZzjil7A+S8ePHq3r16goNDdV9992nhIQE5/qnnnpK1apVU1BQkOrUqaPFixc7123YsEEhISF6++23VbVqVd1yyy0X7X/u3Llq0KCBnnvuOUVERKhr166aMGGC7r33Xg0YMEDBwcGKjo7Whg0btHTpUl177bUqX768nnnmmXyfU5cuXXTo0CF169ZNgYGBGjhwoCTp77//Vvfu3VWxYkVVqlRJI0eOlM1myxXrrFmzVLlyZZUvX17Tpk3TH3/8oaZNm6pcuXLq2LGjUlNTJUmxsbGyWCx67733FBUVpdDQUA0ePFgZGRn5xgUAAABI9BUk9/UVJGnKlCmqWrWqgoKCFBUVpffff9+5bu3atWrSpIlCQkJUt25dLVu2TJL05ptvav78+Zo1a5YCAwNVt27dS+4DFzBgxMXFGZKMuLi4XMvT0tKM3377zUhLSzMMwzAcDoeRnpVebDeHw1Ho55KVlWW0adPGeOSRR4yNGzcagYGBxsaNG42MjAxj6tSpRlhYmJGcnGwYhmG0aNHCqFy5srFjxw4jMzPT6N+/v9GiRQtnW126dDG6detmnDhxwkhJSTG6du1q9OjRI9f+2rdvb/j5+RmSjPr16xsnTpzIN7YePXoYbdu2NZKTk42EhASjcePGxvmH4JNPPmnceeedRkJCgmGz2YzRo0cbt912m3P9vHnzjKNHjxpZWVnGxx9/bPj5+Rn79+83DMMw1q9fb3h5eRkDBgwwUlNTjdTU1Iv2P2fOHMNqtRrPP/+8YbPZjNTUVOO5554zfHx8jJiYGCMrK8sYN26cUblyZaN3795GSkqK8euvvxp+fn7G9u3b831e1apVM5YsWeK873A4jKZNmxqjRo0yUlNTjePHjxstW7Y0nn322VyxPvnkk4bNZjO++uorw2q1Gu3btzcOHTpkJCcnG3Xr1jXeeOMNwzAM48CBA4Yko23btsaJEyeMw4cPGzfccIMxYcKEfGPKy4XHMwAAAK5Mft+vLvUdPyMro0i2vRz0FYq3r7Bnzx4jICDA+P333w3DMIzExERj586dhmEYxs6dO42QkBBj3bp1ht1uNzZv3myUK1fO+OOPPwzDMIxevXoZI0aMyPf1upT8jsv8+r2exmIYhuHGGkuJEB8fr8jISMXFxalKlSrO5enp6Tpw4ICio6Pl7+8vm92m0RtGF1tcb7R8Q35Wv0I9ZsiQIdq1a5fWrl2rIUOGyNvbW2+//bZz/XXXXafnnntODz/8sFq2bKmbb75ZL7/8siRpy5Ytuueee3T69GkdO3ZMEREROn78uMqXLy9J2rt3r+rWrau0tDRZrVZnm3a7Xd988402btyoMWPGyM/v4pjtdrsCAgL07bffqlGjRpKkxYsX68EHH5RhGDIMQ0FBQdqyZYtuuOEGSdmvf9myZRUbG6vIyMiL2mzQoIGefPJJde/eXRs2bNAdd9yhEydOKCQkJM/XZu7cuRo9erSOHTsmL6/sQUwTJkzQl19+qa1bt0qSfvvtN9WtW1d//PGHrrvuOklSkyZN9Nhjj6lfv355thsVFaVp06apY8eOkqQffvhB99xzT679fPXVVxo4cKD27dunDRs2qFWrVkpJSVFAQIAkqUKFCnrhhRc0YMAASdmV6ISEBM2bN0+xsbGKjo7Wd999pyZNmkiSFi1apGeeeeaS1fALXXg8AwAA4Mrk9/1q6Lqh+T6mbmhdDWowyHl/1IZRyrDnPUL32pBrNfKmkc77YzaNUWpm9mjft1q9Veh46SsUb19h3759qlevnubNm6d27do5v/vn5MLX11dTp051Luvevbtq1aqlcePGqXfv3goJCdG0adPyjPdS8jsu8+v3ehpOV/Eg06ZN05o1a7RkyRL5+voqPj5eUVFRubaJjo5WfHy8835ERITz97JlyyolJUVS9ikSDodD0dHRCgkJUUhIiBo3biwvLy8lJibmatNqtapFixY6evSoXnvtNUlS27ZtnUPiXnrpJR0/flyZmZm5PoCqVq3q/P348eNKTU3V7bff7txfRESEfH19FRcXJ0maOnWq6tatq+DgYIWEhGj37t06fvy4s42goCDnh9b8+fOd+z9/eFflypWdH1o5wsPDnb+XKVMmz2U5r0vdunWd7c6fPz/PPMTGxio5OVlXXXWV87k88MADOnr0aK5Yz/+QK1OmTL77zFGtWrVcvx8+fDjP/QMAAAAXoq9Q/H2F6tWr68MPP9Rbb72l8PBwtW7dWjt27HC+hrNnz3Y+n5CQEH3++ee5TsHB5WHi0ULw9fLVGy3fKNb9FdTy5cv14osvasuWLQoNDZUkValSRbGxsbm2i42NLVDVLjIyUl5eXkpISHC+mf9NZmam9u7dK0latWpVrnV2u10+Pj6Ki4tzfigcOnTIuT40NFRlypTRd999p1q1al3U9jfffKMJEybo66+/VsOGDeXl5aUGDRro/IFI538gde/eXd27d7+onQs/tArr119//dc2IyMjVaFCBR05cuSK9nWhgwcP5nrtKleuXKTtAwAAoGhcqs/gdcH/mSffNrnA2z7f/PnLioe+gvv6Cg8++KAefPBBpaWlafz48XrkkUe0a9cuRUZGasSIEc6RMkUdi5nxyhWCxWKRn9Wv2G7nT7RzKTt37lTPnj21ePFi1axZ07m8R48emj9/vrZs2aKsrCzNmDFDSUlJateu3b+2GRERoY4dO2ro0KHOCmhiYqKWLFkiSdqxY4e++uorpaWlKSsrSytWrND8+fPVpk2bPNuzWq168MEHNWHCBJ08eVKJiYl6441zH/5eXl4aOHCgRo8e7azGJiUladGiRZKkU6dOyWq1KiwsTA6HQ//73/+0e/fuAr0+rhYeHq59+/Y57zdu3FiRkZF69tlndfr0aRmGoYMHD170YV5Yzz//vJKTk5WQkKDJkyfn+cEMAAAA97vUd3wfq0+RbFtQ9BXcZ8+ePc7XwdfXV4GBgc7JWAcMGKA5c+Zo/fr1stvtstls2rp1q37//XdJ2X2M/fv3i9klCo8ihwdYsmSJTp48qXvvvTfXzMktWrTQjBkz1LdvX4WGhmrhwoVatWpVvuehXWju3LnOoWflypXTbbfdpu3bt0uSsrKy9PTTTys8PFyhoaF6+umnNWXKFD388MP5tjdjxgz5+fmpatWqatmypR588EH5+p4brTJ58mQ1a9ZMd955p4KCgnTTTTdpzZo1kqR77rlHDzzwgK6//npVqlRJv/76q5o3b375L1oRevrpp/XWW28pJCREgwcPltVq1fLly3X48GHVrl1bwcHBat++faHmz8jL/fffrwYNGqhevXpq2rSpnn766SJ6BgAAAPBU9BXcJyMjQ+PGjXO+Dl9//bXmzp0rSWrYsKE+/vhjPfvsswoLC1PlypU1btw45xUZ+/Xrp8OHD+uqq65S/fr13fgsSh8mHlXBJx5F0fr44481fvx457A15C1n4tFLTZRUEBzPAAAARYvvV65DX+HyMfEoUEz27t2rH3/8UYZhaO/evZo0aZK6dOni7rAAAAAAuBl9BRQVJh5FsUlNTVWPHj0UFxen4OBgderUSc8++6y7wwIAAADgZvQVUFQocqDYNGjQQH/88Ye7wyh1oqKimHAIAAAAHo2+AopKiT9dJSoqShaL5aLbkCFDJEktW7a8aN3AgQPdHDUAAAAAAChuJX4kxw8//CC73e68v3v3bt199925zs/q37+/nn/+3DWjC3qtZgAAAAAA4DlKfJEjLCws1/2XX35Z1atXV4sWLZzLypQpo4iIiOIODQAAAAAAlCAlvshxvoyMDM2bN0+jRo2SxWJxLp8/f77mzZuniIgIdejQQePGjbvkaA6bzea8/rAknT59WpJkt9tzjRqx2+0yDOOi5UBpxPEMAABQtPh+hZIov+PSLMdoqSpyLF26VMnJyerdu7dz2cMPP6xq1aqpUqVK+uWXXzRmzBjt2bNHn332Wb7tTJ48WRMnTrxo+YEDB5SWlua873A4ZLPZdPDgQXl5lfjpS4BL4ngGAAAoWny/QkmU33GZmJjoxqiKj8UoRZdtaNOmjXx9ffXFF1/ku83XX3+tVq1a6a+//lL16tXz3ObCkRyHDx9WnTp1FBsbqypVqjiXp6en6+DBg6pWrZr8/f2L7okAbsDxDAAAULT4foWSKL/jMj4+XlFRUYqLi8vV7/U0pWYkx8GDB7V27dpLjtCQpKZNm0rSJYscfn5+8vPzc94/deqUJMlqtcpqtTqXW61WWSyWi5aj9Ktbt65eeeUV3Xvvve4OpdhwPAMAABQtvl95ptLeV8jvuDTLMVpqxlTNmTNHFSpUUPv27S+53Y4dOyRJFStWLIaoIGVf8cbX11cdO3Z0y/4nTJhQ6H3/+uuvRfahtWHDBoWEhBRJWwAAAIAnMXtf4UpYLBZn/xYFVypGcjgcDs2ZM0e9evWSt/e5kPft26cFCxaoXbt2Cg0N1S+//KLHH39ct99+u+rXr+/GiM3D4XCof//+at68ubtDKTKZmZny8fFxdxgAAABAqUZfAe5QKkZyrF27VocOHVKfPn1yLff19dXatWvVunVr1apVS6NHj1bnzp0vOWfHlTAMQw6brdhuBZ0uJSYmRoGBgc5bQECA8+oz8+bNU+3atRUSEqJbb71VP/30k/NxLVu21NixY9WmTRsFBQXpxhtv1K5du5zrU1JSNHToUFWtWlUVKlRQz549dfLkyVz7fvPNN1W7du1cl/TNT1RUlJYuXeq8v3TpUkVFReVa/+KLL+rGG29UuXLl1KZNGyUkJDhf+zFjxigiIkLlypVTzZo1tXz5ci1dulQvvfSSli9f7nz+krRmzRo1atRIwcHBqlixogYPHpxrUtnzY5k7d64aNGig5557ThEREeratav++ecf/ec//1H58uUVEhKim266SQcPHrzoOSUlJalt27Y6efKkc/+bN2+WlH3cNmnSRCEhIapbt66WLVvmfFzv3r3Vt29fPfDAAwoMDFTdunW1e/duvfPOO6pSpYrCwsI0a9Ys5/YTJkzQvffeq759+6pcuXKqUaOGlixZ8q+vOQAAAIrfJb/jZ2QUybYFRV/BfX0FSZfcNjMzU+PHj1f16tUVGhqq++67z/mcmjRpIkm65ZZbFBgYqJdeeulfX0NkKxUjOVq3bp1nhz8yMlIbN24stjiMjAwdHjGy2PZXefo0Wc6bOyQ/nTt3VufOnSVlXxaoffv2qlChgjZt2qRBgwZpxYoVatasmWbOnKl77rlHe/fuVXBwsCTpo48+0ooVK1S3bl0NHjxYw4YN04YNGyRJffr0kbe3t3755Rf5+PioX79+Gjp0qD766CNJ2fOkTJ8+XT/++KNmzJhRJM/5/fff16pVq1S1alUNGjRIPXr00Ndff62vvvpKCxYs0E8//aRKlSrp0KFDSk9PV82aNfX0009rx44duT4UAwIC9N5776l+/fo6ePCg2rdvrylTpuiZZ57Jc7+7d+9W586ddejQIWVlZWnSpEnKysrS4cOH5efnp127dikoKOiix4WGhmrVqlXq2LGjkpOTnct/+eUXdenSRTExMWrZsqW+/fZbtW/fXt9//72uu+46SdLixYu1atUqLVy4UP369dP999+vzp07a//+/dq8ebPatWunzp07Kzw8XJK0evVqzZw5U++8845WrVqlLl266Ndff8137hkAAAC4x6X6DP716ils6BDn/YQnn7qomJHDr0YNVRg9ynn/yDPPypGSIkmKnP12gWKhr+C+voIkvf766/lu+8wzz2j79u365ptvFBoaqqefflpdu3bVpk2b9P3338tisejbb79VgwYNiuT1M4tSMZIDBTd8+HCdOXNG77//vj766CP16NFDt99+u3x8fDRy5EiVL19eK1ascG7fo0cP3XDDDfL29lavXr20fft2SdKxY8cUExOjmTNnKiQkRGXLltXzzz+vRYsWOa+vPGDAAD3//PMKDQ0tsvgHDRqkWrVqqUyZMnr11Ve1fv16xcfHy8fHR+np6fr111+VmZmpqlWrqmbNmvm2c9ttt6lhw4ayWq265pprNGDAAOcHcl6Cg4P1zDPPyNfXV2XKlJGPj4+SkpK0d+9eWa1WNWjQQFdddVWBn8c777yj3r17684775SXl5duvfVW3Xvvvfrkk0+c27Rv317NmzeXt7e3HnzwQcXGxmrixIny9fVVq1atFBwcnKtaXrNmTQ0YMEDe3t7q0KGD7rjjDn388ccFjgkAAADmRl8hW3H2FfLb1jAMzZo1S1OmTFHFihXl6+urSZMmacuWLYqLi7vSl8rUSsVIjpLC4uurytOnFev+CmPatGlas2aNtm3bJl9fX8XHx6tly5a5tomOjlZ8fLzzfkREhPP3smXLKuVsZTg2NlYOh0PR0dG5Hu/l5aXExEStX79eWVlZeuSRR/KMpW3bts7TNp5++mk9/fTTBXoO1apVc/4eHh4uPz8/HT58WHfccYcmTpyocePG6ffff9ddd92l119//aL4cvzwww8aO3asdu3apbS0NGVlZTlHUOSlcuXKua4h/eSTTyo9PV0PPvigTp48qYceekgvv/yyfvzxR7Vt29a5Xc7rdaHY2Fh9/fXXmjNnjnNZVlaWypUrl+v55ShTpoyCgoIUEBCQa9n57Z//2uTcP3z4cL7PCQAAAO5xqT5DzqkiOSq99mqBt6344qTLjom+wjnF2VfIb9uUlBSlpqbq9ttvz5VnX19fxcXFKTIyskCvCS5GkaMQLBZLgU4fcYfly5frxRdf1JYtW5zV0ipVqig2NjbXdrGxsQW6JnJkZKS8vLyUkJCgMmXKXLR+7dq1+u6773T11VdLks6cOSO73a6IiAglJiZq1apVFz0mMDBQZ86ccd4/cuT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", 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"traceback": [ "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", "\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)", - "Cell \u001b[0;32mIn[23], line 43\u001b[0m\n\u001b[1;32m 30\u001b[0m zone_color \u001b[38;5;241m=\u001b[39m zone_colors[y_start]\n\u001b[1;32m 32\u001b[0m fig\u001b[38;5;241m.\u001b[39madd_trace(go\u001b[38;5;241m.\u001b[39mScatter(\n\u001b[1;32m 33\u001b[0m x\u001b[38;5;241m=\u001b[39m[x_value, x_value],\n\u001b[1;32m 34\u001b[0m y\u001b[38;5;241m=\u001b[39m[y_start, y_end],\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 37\u001b[0m showlegend\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mFalse\u001b[39;00m,\n\u001b[1;32m 38\u001b[0m ))\n\u001b[1;32m 40\u001b[0m fig\u001b[38;5;241m.\u001b[39madd_trace(go\u001b[38;5;241m.\u001b[39mScatter(\n\u001b[1;32m 41\u001b[0m x\u001b[38;5;241m=\u001b[39m[\u001b[38;5;28;01mNone\u001b[39;00m], y\u001b[38;5;241m=\u001b[39m[\u001b[38;5;28;01mNone\u001b[39;00m], \u001b[38;5;66;03m# No actual data\u001b[39;00m\n\u001b[1;32m 42\u001b[0m mode\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mlines\u001b[39m\u001b[38;5;124m'\u001b[39m,\n\u001b[0;32m---> 43\u001b[0m line\u001b[38;5;241m=\u001b[39m\u001b[38;5;28mdict\u001b[39m(color\u001b[38;5;241m=\u001b[39m\u001b[43mzone_color\u001b[49m, width\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m2\u001b[39m),\n\u001b[1;32m 44\u001b[0m name\u001b[38;5;241m=\u001b[39mkey \u001b[38;5;66;03m# Legend entry name\u001b[39;00m\n\u001b[1;32m 45\u001b[0m ))\n\u001b[1;32m 47\u001b[0m \u001b[38;5;66;03m# fig.add_annotation(\u001b[39;00m\n\u001b[1;32m 48\u001b[0m \u001b[38;5;66;03m# x=min(channels[key]['times']),\u001b[39;00m\n\u001b[1;32m 49\u001b[0m \u001b[38;5;66;03m# y=y_end - 0.5,\u001b[39;00m\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 57\u001b[0m \u001b[38;5;66;03m# ticktext=list(y_labels), # Labels\u001b[39;00m\n\u001b[1;32m 58\u001b[0m \u001b[38;5;66;03m# )\u001b[39;00m\n\u001b[1;32m 60\u001b[0m fig\u001b[38;5;241m.\u001b[39mupdate_layout(yaxis\u001b[38;5;241m=\u001b[39m\u001b[38;5;28mdict\u001b[39m(zeroline\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mFalse\u001b[39;00m))\n", - "\u001b[0;31mNameError\u001b[0m: name 'zone_color' is not defined" + "Cell \u001b[0;32mIn[16], line 65\u001b[0m\n\u001b[1;32m 60\u001b[0m fig\u001b[38;5;241m.\u001b[39mupdate_layout(yaxis\u001b[38;5;241m=\u001b[39m\u001b[38;5;28mdict\u001b[39m(zeroline\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mFalse\u001b[39;00m))\n\u001b[1;32m 61\u001b[0m fig\u001b[38;5;241m.\u001b[39mupdate_yaxes(showgrid\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mTrue\u001b[39;00m, gridwidth\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m1\u001b[39m, gridcolor\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mLightGray\u001b[39m\u001b[38;5;124m'\u001b[39m)\n\u001b[1;32m 63\u001b[0m fig\u001b[38;5;241m.\u001b[39mupdate_layout(\n\u001b[1;32m 64\u001b[0m xaxis\u001b[38;5;241m=\u001b[39m\u001b[38;5;28mdict\u001b[39m(\n\u001b[0;32m---> 65\u001b[0m \u001b[38;5;28mrange\u001b[39m\u001b[38;5;241m=\u001b[39m[\u001b[43mx_min\u001b[49m, x_max],\n\u001b[1;32m 66\u001b[0m mirror\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mTrue\u001b[39;00m,\n\u001b[1;32m 67\u001b[0m ticks\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124moutside\u001b[39m\u001b[38;5;124m'\u001b[39m,\n\u001b[1;32m 68\u001b[0m showline\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mTrue\u001b[39;00m,\n\u001b[1;32m 69\u001b[0m linecolor\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mrgb(42,63,96)\u001b[39m\u001b[38;5;124m'\u001b[39m,\n\u001b[1;32m 70\u001b[0m ),\n\u001b[1;32m 71\u001b[0m yaxis\u001b[38;5;241m=\u001b[39m\u001b[38;5;28mdict\u001b[39m(\n\u001b[1;32m 72\u001b[0m mirror\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mTrue\u001b[39;00m,\n\u001b[1;32m 73\u001b[0m ticks\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124moutside\u001b[39m\u001b[38;5;124m'\u001b[39m,\n\u001b[1;32m 74\u001b[0m showline\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mTrue\u001b[39;00m,\n\u001b[1;32m 75\u001b[0m linecolor\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mrgb(42,63,96)\u001b[39m\u001b[38;5;124m'\u001b[39m,\n\u001b[1;32m 76\u001b[0m ),\n\u001b[1;32m 77\u001b[0m yaxis2\u001b[38;5;241m=\u001b[39m\u001b[38;5;28mdict\u001b[39m(\n\u001b[1;32m 78\u001b[0m mirror\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mTrue\u001b[39;00m,\n\u001b[1;32m 79\u001b[0m ticks\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124moutside\u001b[39m\u001b[38;5;124m'\u001b[39m,\n\u001b[1;32m 80\u001b[0m showline\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mTrue\u001b[39;00m,\n\u001b[1;32m 81\u001b[0m linecolor\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mrgb(42,63,96)\u001b[39m\u001b[38;5;124m'\u001b[39m,\n\u001b[1;32m 82\u001b[0m ),\n\u001b[1;32m 83\u001b[0m legend\u001b[38;5;241m=\u001b[39m\u001b[38;5;28mdict\u001b[39m(\n\u001b[1;32m 84\u001b[0m x\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m0\u001b[39m,\n\u001b[1;32m 85\u001b[0m y\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m1\u001b[39m,\n\u001b[1;32m 86\u001b[0m xanchor\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\u001b[1;32m 87\u001b[0m yanchor\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mtop\u001b[39m\u001b[38;5;124m'\u001b[39m,\n\u001b[1;32m 88\u001b[0m )\n\u001b[1;32m 89\u001b[0m )\n\u001b[1;32m 91\u001b[0m fig\u001b[38;5;241m.\u001b[39mshow()\n\u001b[1;32m 92\u001b[0m fig\u001b[38;5;241m.\u001b[39mwrite_html(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mheatcalls.html\u001b[39m\u001b[38;5;124m'\u001b[39m)\n", + "\u001b[0;31mNameError\u001b[0m: name 'x_min' is not defined" ] } ], diff --git a/result.xlsx b/result.xlsx new file mode 100644 index 0000000..ef60441 Binary files /dev/null and b/result.xlsx differ diff --git a/results/result_1734731977.xlsx b/results/result_1734731977.xlsx new file mode 100644 index 0000000..49bce6c Binary files /dev/null and b/results/result_1734731977.xlsx differ diff --git a/visualizer_api.py b/visualizer_api.py index 2c50125..dfd0a0d 100644 --- a/visualizer_api.py +++ b/visualizer_api.py @@ -83,6 +83,11 @@ class CsvRequest(BaseModel): timestep: int continue_option: Optional[bool] = False +class DijkstraRequest(BaseModel): + house_alias: str + password: str + time_ms: int + # ------------------------------ # Plot colors # ------------------------------ @@ -476,6 +481,28 @@ async def get_csv(request: CsvRequest, apirequest: Request): "message": f"An error occurred: {str(e)}", "reload": False } + +# ------------------------------ +# Download Dijkstra Excel +# ------------------------------ + +@app.post('/download_excel') +async def download_excel(request: DijkstraRequest): + + from analysis import download_excel + import os + from fastapi.responses import FileResponse + + download_excel(request.house_alias, request.time_ms) + + if os.path.exists('result.xlsx'): + return FileResponse( + 'result.xlsx', + media_type='application/vnd.openxmlformats-officedocument.spreadsheetml.sheet', + headers={"Content-Disposition": "attachment; filename=file.xlsx"} + ) + else: + return {"error": "File not found"} # ------------------------------ # Generate interactive plots