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1434 lines
1.3 MiB
Plaintext
1434 lines
1.3 MiB
Plaintext
{
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"cells": [
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"# Technical Analysis with Pandas ([pandas_ta](https://github.com/twopirllc/pandas-ta))\n",
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"* Below contains examples of simple charts that can be made from pandas_ta indicators\n",
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"* Examples below are for **educational purposes only**\n",
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"* **NOTE:** The **watchlist** module is independent of Pandas TA. To easily use it, copy it from your local pandas_ta installation directory into your project directory."
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]
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},
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{
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"cell_type": "code",
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"execution_count": 1,
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"\n",
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"Pandas TA v0.2.49b0\n",
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"To install the Latest Version:\n",
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"$ pip install -U git+https://github.com/twopirllc/pandas-ta\n",
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"\n",
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"Populating the interactive namespace from numpy and matplotlib\n"
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]
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}
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],
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"source": [
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"%matplotlib inline\n",
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"import datetime as dt\n",
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"import random as rnd\n",
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"\n",
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"import numpy as np\n",
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"import pandas as pd\n",
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"import mplfinance as mpf\n",
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"\n",
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"from alphaVantageAPI.alphavantage import AlphaVantage\n",
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"import pandas_ta as ta\n",
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"\n",
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"from watchlist import colors # Is this failing? If so, copy it locally. See above.\n",
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"\n",
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"print(f\"\\nPandas TA v{ta.version}\\nTo install the Latest Version:\\n$ pip install -U git+https://github.com/twopirllc/pandas-ta\\n\")\n",
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"\n",
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"%pylab inline"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"### List of Indicators (post an [issue](https://github.com/twopirllc/pandas-ta/issues) if the indicator doc needs updating)"
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]
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},
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{
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"cell_type": "code",
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||
"execution_count": 2,
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"Pandas TA - Technical Analysis Indicators - v0.2.49b0\n",
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"Total Indicators: 133\n",
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"Abbreviations:\n",
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" aberration, above, above_value, accbands, ad, adosc, adx, alma, amat, ao, aobv, apo, aroon, atr, bbands, below, below_value, bias, bop, brar, cci, cdl_doji, cdl_inside, cfo, cg, chop, cksp, cmf, cmo, coppock, cross, cross_value, decay, decreasing, dema, donchian, dpo, ebsw, efi, ema, entropy, eom, er, eri, fisher, fwma, ha, hilo, hl2, hlc3, hma, hwc, hwma, ichimoku, increasing, inertia, kama, kc, kdj, kst, kurtosis, linreg, log_return, long_run, macd, mad, massi, mcgd, median, mfi, midpoint, midprice, mom, natr, nvi, obv, ohlc4, pdist, percent_return, pgo, ppo, psar, psl, pvi, pvo, pvol, pvr, pvt, pwma, qqe, qstick, quantile, rma, roc, rsi, rsx, rvgi, rvi, short_run, sinwma, skew, slope, sma, smi, squeeze, ssf, stdev, stoch, stochrsi, supertrend, swma, t3, tema, thermo, trend_return, trima, trix, true_range, tsi, ttm_trend, ui, uo, variance, vidya, vortex, vp, vwap, vwma, wcp, willr, wma, zlma, zscore\n"
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]
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}
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],
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"source": [
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"e = pd.DataFrame()\n",
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"e.ta.indicators()"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"### Individual Indicator help"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 3,
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"Help on function ema in module pandas_ta.overlap.ema:\n",
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"\n",
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"ema(close, length=None, offset=None, **kwargs)\n",
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" Exponential Moving Average (EMA)\n",
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" \n",
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" The Exponential Moving Average is more responsive moving average compared to the\n",
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" Simple Moving Average (SMA). The weights are determined by alpha which is\n",
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" proportional to it's length. There are several different methods of calculating\n",
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" EMA. One method uses just the standard definition of EMA and another uses the\n",
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" SMA to generate the initial value for the rest of the calculation.\n",
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" \n",
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" Sources:\n",
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" https://stockcharts.com/school/doku.php?id=chart_school:technical_indicators:moving_averages\n",
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" https://www.investopedia.com/ask/answers/122314/what-exponential-moving-average-ema-formula-and-how-ema-calculated.asp\n",
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" \n",
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" Calculation:\n",
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" Default Inputs:\n",
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" length=10, adjust=False, sma=True\n",
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" if sma:\n",
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" sma_nth = close[0:length].sum() / length\n",
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" close[:length - 1] = np.NaN\n",
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" close.iloc[length - 1] = sma_nth\n",
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" EMA = close.ewm(span=length, adjust=adjust).mean()\n",
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" \n",
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" Args:\n",
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" close (pd.Series): Series of 'close's\n",
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" length (int): It's period. Default: 10\n",
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" offset (int): How many periods to offset the result. Default: 0\n",
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" \n",
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" Kwargs:\n",
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" adjust (bool, optional): Default: False\n",
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" sma (bool, optional): If True, uses SMA for initial value. Default: True\n",
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" fillna (value, optional): pd.DataFrame.fillna(value)\n",
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" fill_method (value, optional): Type of fill method\n",
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" \n",
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" Returns:\n",
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" pd.Series: New feature generated.\n",
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"\n"
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]
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}
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],
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"source": [
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"help(ta.ema)"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"### Load Daily SPY from [AlphaVantage](http://www.alphavantage.com) and clean it"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 4,
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"metadata": {},
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"outputs": [],
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"source": [
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"def farm(ticker = \"SPY\", timeframe=\"DA\", cols=[\"dividend\", \"split_coefficient\"]):\n",
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" AV = AlphaVantage(api_key=\"YOUR API KEY\", premium=False, clean=True, output_size=\"full\")\n",
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" df = AV.data(symbol=ticker, function=timeframe)\n",
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" df.set_index(pd.DatetimeIndex(df[\"date\"]), inplace=True) if not df.ta.datetime_ordered else None\n",
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" df.drop(cols, axis=1, inplace=True, errors=\"ignore\")\n",
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" df.name = ticker\n",
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" return df\n",
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"\n",
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"def ctitle(indicator_name, ticker=\"SPY\", length=100):\n",
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" return f\"{ticker}: {indicator_name} from {recent_startdate} to {recent_startdate} ({length})\"\n",
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"\n",
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"def ta_ylim(series: pd.Series, percent: float = 0.1):\n",
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" smin, smax = series.min(), series.max()\n",
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" if isinstance(percent, float) and 0 <= float(percent) <= 1:\n",
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" y_min = (1 + percent) * smin if smin < 0 else (1 - percent) * smin\n",
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" y_max = (1 - percent) * smax if smax < 0 else (1 + percent) * smax\n",
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" return (y_min, y_max)\n",
|
||
" return (smin, smax)"
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]
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},
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{
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"cell_type": "markdown",
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||
"metadata": {},
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"source": [
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"### Initialization"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 5,
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"metadata": {},
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"outputs": [],
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"source": [
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"price_size = (16, 8)\n",
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"ind_size = (16, 3.25)\n",
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"ticker = \"SPY\"\n",
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"# # All Data: 0, Last Four Years: 0.25, Last Two Years: 0.5, This Year: 1, Last Half Year: 2, Last Quarter: 3\n",
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"# yearly_divisor = 1\n",
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"# recent = int(ta.RATE[\"TRADING_DAYS_PER_YEAR\"] / yearly_divisor) if yearly_divisor > 0 else df.shape[0]\n",
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"# print(recent)\n",
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"def recent_bars(df, tf: str = \"1y\"):\n",
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" # All Data: 0, Last Four Years: 0.25, Last Two Years: 0.5, This Year: 1, Last Half Year: 2, Last Quarter: 4\n",
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" yearly_divisor = {\"all\": 0, \"10y\": 0.1, \"5y\": 0.2, \"4y\": 0.25, \"3y\": 1./3, \"2y\": 0.5, \"1y\": 1, \"6mo\": 2, \"3mo\": 4}\n",
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" yd = yearly_divisor[tf] if tf in yearly_divisor.keys() else 0\n",
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" return int(ta.RATE[\"TRADING_DAYS_PER_YEAR\"] / yd) if yd > 0 else df.shape[0]"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"### Get Ticker and take a peek"
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]
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||
},
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{
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"cell_type": "code",
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||
"execution_count": 6,
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||
"metadata": {},
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||
"outputs": [
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||
{
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||
"name": "stdout",
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||
"output_type": "stream",
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||
"text": [
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||
"SPY(5380, 6) from 1999-11-01 00:00:00 to 2021-03-19 00:00:00\n",
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||
" open high low close adj_close \\\n",
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||
"count 5380.000000 5380.000000 5380.000000 5380.000000 5380.000000 \n",
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||
"mean 167.419155 168.409715 166.323628 167.417051 142.463502 \n",
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||
"std 70.078338 70.329842 69.775798 70.080913 77.639141 \n",
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||
"min 67.949997 70.000000 67.099998 68.110001 53.293084 \n",
|
||
"25% 117.075001 117.750000 116.134999 116.952501 86.863564 \n",
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||
"50% 139.650000 140.485000 138.380002 139.619998 106.414197 \n",
|
||
"75% 207.895001 208.862500 206.962505 208.000000 186.493235 \n",
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||
"max 397.070000 398.120000 395.080000 397.260000 395.960950 \n",
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||
"\n",
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||
" volume \n",
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||
"count 5.380000e+03 \n",
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||
"mean 1.104003e+08 \n",
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||
"std 9.705407e+07 \n",
|
||
"min 1.708170e+05 \n",
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||
"25% 4.816881e+07 \n",
|
||
"50% 8.150983e+07 \n",
|
||
"75% 1.470993e+08 \n",
|
||
"max 8.710263e+08 \n"
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||
]
|
||
},
|
||
{
|
||
"data": {
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"text/html": [
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"<div>\n",
|
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"<style scoped>\n",
|
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" .dataframe tbody tr th:only-of-type {\n",
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" vertical-align: middle;\n",
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" }\n",
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"\n",
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" .dataframe tbody tr th {\n",
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" .dataframe thead th {\n",
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"</style>\n",
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"<table border=\"1\" class=\"dataframe\">\n",
|
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" <thead>\n",
|
||
" <tr style=\"text-align: right;\">\n",
|
||
" <th></th>\n",
|
||
" <th>open</th>\n",
|
||
" <th>high</th>\n",
|
||
" <th>low</th>\n",
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" <th>close</th>\n",
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" <th>adj_close</th>\n",
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" <th>volume</th>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>date</th>\n",
|
||
" <th></th>\n",
|
||
" <th></th>\n",
|
||
" <th></th>\n",
|
||
" <th></th>\n",
|
||
" <th></th>\n",
|
||
" <th></th>\n",
|
||
" </tr>\n",
|
||
" </thead>\n",
|
||
" <tbody>\n",
|
||
" <tr>\n",
|
||
" <th>1999-11-01</th>\n",
|
||
" <td>136.500000</td>\n",
|
||
" <td>137.000000</td>\n",
|
||
" <td>135.562500</td>\n",
|
||
" <td>135.562500</td>\n",
|
||
" <td>90.911009</td>\n",
|
||
" <td>4006500.0</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>1999-11-02</th>\n",
|
||
" <td>135.968704</td>\n",
|
||
" <td>137.250000</td>\n",
|
||
" <td>134.593704</td>\n",
|
||
" <td>134.593704</td>\n",
|
||
" <td>90.261314</td>\n",
|
||
" <td>6516900.0</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>1999-11-03</th>\n",
|
||
" <td>136.000000</td>\n",
|
||
" <td>136.375000</td>\n",
|
||
" <td>135.125000</td>\n",
|
||
" <td>135.500000</td>\n",
|
||
" <td>90.869095</td>\n",
|
||
" <td>7222300.0</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>1999-11-04</th>\n",
|
||
" <td>136.750000</td>\n",
|
||
" <td>137.359299</td>\n",
|
||
" <td>135.765594</td>\n",
|
||
" <td>136.531204</td>\n",
|
||
" <td>91.560642</td>\n",
|
||
" <td>7907500.0</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>1999-11-05</th>\n",
|
||
" <td>138.625000</td>\n",
|
||
" <td>139.109299</td>\n",
|
||
" <td>136.781204</td>\n",
|
||
" <td>137.875000</td>\n",
|
||
" <td>92.461819</td>\n",
|
||
" <td>7431500.0</td>\n",
|
||
" </tr>\n",
|
||
" </tbody>\n",
|
||
"</table>\n",
|
||
"</div>"
|
||
],
|
||
"text/plain": [
|
||
" open high low close adj_close \\\n",
|
||
"date \n",
|
||
"1999-11-01 136.500000 137.000000 135.562500 135.562500 90.911009 \n",
|
||
"1999-11-02 135.968704 137.250000 134.593704 134.593704 90.261314 \n",
|
||
"1999-11-03 136.000000 136.375000 135.125000 135.500000 90.869095 \n",
|
||
"1999-11-04 136.750000 137.359299 135.765594 136.531204 91.560642 \n",
|
||
"1999-11-05 138.625000 139.109299 136.781204 137.875000 92.461819 \n",
|
||
"\n",
|
||
" volume \n",
|
||
"date \n",
|
||
"1999-11-01 4006500.0 \n",
|
||
"1999-11-02 6516900.0 \n",
|
||
"1999-11-03 7222300.0 \n",
|
||
"1999-11-04 7907500.0 \n",
|
||
"1999-11-05 7431500.0 "
|
||
]
|
||
},
|
||
"execution_count": 6,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
}
|
||
],
|
||
"source": [
|
||
"# All the Data\n",
|
||
"df = farm(ticker)\n",
|
||
"print(f\"{df.name}{df.shape} from {df.index[0]} to {df.index[-1]}\\n{df.describe()}\")\n",
|
||
"df.head()"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 7,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"name": "stdout",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"SPY(252, 6) from 2020-03-20 00:00:00 to 2021-03-19 00:00:00\n",
|
||
" open high low close adj_close \\\n",
|
||
"count 5380.000000 5380.000000 5380.000000 5380.000000 5380.000000 \n",
|
||
"mean 167.419155 168.409715 166.323628 167.417051 142.463502 \n",
|
||
"std 70.078338 70.329842 69.775798 70.080913 77.639141 \n",
|
||
"min 67.949997 70.000000 67.099998 68.110001 53.293084 \n",
|
||
"25% 117.075001 117.750000 116.134999 116.952501 86.863564 \n",
|
||
"50% 139.650000 140.485000 138.380002 139.619998 106.414197 \n",
|
||
"75% 207.895001 208.862500 206.962505 208.000000 186.493235 \n",
|
||
"max 397.070000 398.120000 395.080000 397.260000 395.960950 \n",
|
||
"\n",
|
||
" volume \n",
|
||
"count 5.380000e+03 \n",
|
||
"mean 1.104003e+08 \n",
|
||
"std 9.705407e+07 \n",
|
||
"min 1.708170e+05 \n",
|
||
"25% 4.816881e+07 \n",
|
||
"50% 8.150983e+07 \n",
|
||
"75% 1.470993e+08 \n",
|
||
"max 8.710263e+08 \n"
|
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]
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},
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{
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|
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" <thead>\n",
|
||
" <tr style=\"text-align: right;\">\n",
|
||
" <th></th>\n",
|
||
" <th>open</th>\n",
|
||
" <th>high</th>\n",
|
||
" <th>low</th>\n",
|
||
" <th>close</th>\n",
|
||
" <th>adj_close</th>\n",
|
||
" <th>volume</th>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>date</th>\n",
|
||
" <th></th>\n",
|
||
" <th></th>\n",
|
||
" <th></th>\n",
|
||
" <th></th>\n",
|
||
" <th></th>\n",
|
||
" <th></th>\n",
|
||
" </tr>\n",
|
||
" </thead>\n",
|
||
" <tbody>\n",
|
||
" <tr>\n",
|
||
" <th>2020-03-20</th>\n",
|
||
" <td>242.53</td>\n",
|
||
" <td>244.47</td>\n",
|
||
" <td>228.50</td>\n",
|
||
" <td>228.80</td>\n",
|
||
" <td>225.167208</td>\n",
|
||
" <td>344276957.0</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>2020-03-23</th>\n",
|
||
" <td>228.19</td>\n",
|
||
" <td>229.68</td>\n",
|
||
" <td>218.26</td>\n",
|
||
" <td>222.95</td>\n",
|
||
" <td>219.410092</td>\n",
|
||
" <td>323100167.0</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>2020-03-24</th>\n",
|
||
" <td>234.42</td>\n",
|
||
" <td>244.10</td>\n",
|
||
" <td>233.80</td>\n",
|
||
" <td>243.15</td>\n",
|
||
" <td>239.289365</td>\n",
|
||
" <td>233038623.0</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>2020-03-25</th>\n",
|
||
" <td>244.87</td>\n",
|
||
" <td>256.35</td>\n",
|
||
" <td>239.75</td>\n",
|
||
" <td>246.79</td>\n",
|
||
" <td>242.871570</td>\n",
|
||
" <td>297989659.0</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>2020-03-26</th>\n",
|
||
" <td>249.52</td>\n",
|
||
" <td>262.80</td>\n",
|
||
" <td>249.05</td>\n",
|
||
" <td>261.20</td>\n",
|
||
" <td>257.052774</td>\n",
|
||
" <td>256107410.0</td>\n",
|
||
" </tr>\n",
|
||
" </tbody>\n",
|
||
"</table>\n",
|
||
"</div>"
|
||
],
|
||
"text/plain": [
|
||
" open high low close adj_close volume\n",
|
||
"date \n",
|
||
"2020-03-20 242.53 244.47 228.50 228.80 225.167208 344276957.0\n",
|
||
"2020-03-23 228.19 229.68 218.26 222.95 219.410092 323100167.0\n",
|
||
"2020-03-24 234.42 244.10 233.80 243.15 239.289365 233038623.0\n",
|
||
"2020-03-25 244.87 256.35 239.75 246.79 242.871570 297989659.0\n",
|
||
"2020-03-26 249.52 262.80 249.05 261.20 257.052774 256107410.0"
|
||
]
|
||
},
|
||
"execution_count": 7,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
}
|
||
],
|
||
"source": [
|
||
"# Recent Data\n",
|
||
"recent_startdate = df.tail(recent_bars(df)).index[0]\n",
|
||
"recent_enddate = df.tail(recent_bars(df)).index[-1]\n",
|
||
"print(f\"{df.name}{df.tail(recent_bars(df)).shape} from {recent_startdate} to {recent_enddate}\\n{df.describe()}\")\n",
|
||
"df.tail(recent_bars(df)).head()"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"### Aliases"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 8,
|
||
"metadata": {},
|
||
"outputs": [],
|
||
"source": [
|
||
"opendf = df[\"open\"]\n",
|
||
"closedf = df[\"close\"]\n",
|
||
"volumedf = df[\"volume\"]"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"## DataFrame **constants**: When you need some simple lines for charting"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 9,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"name": "stdout",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"Columns: open, high, low, close, adj_close, volume, -5, -4, -3, -2, -1, 0, 1, 2, 3, 4, 5, -100, -90, -80, -70, -50, -30, -20, -10, 10, 20, 30, 50, 70, 80, 90, 100\n"
|
||
]
|
||
}
|
||
],
|
||
"source": [
|
||
"# help(df.ta.constants) # for more info\n",
|
||
"chart_lines = np.append(np.arange(-5, 6, 1), np.arange(-100, 110, 10))\n",
|
||
"df.ta.constants(True, chart_lines) # Adding the constants for the charts\n",
|
||
"df.ta.constants(False, np.array([-60, -40, 40, 60])) # Removing some constants from the DataFrame\n",
|
||
"print(f\"Columns: {', '.join(list(df.columns))}\")"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"## Example Charting Class utilizing **mplfinance** panels"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 10,
|
||
"metadata": {},
|
||
"outputs": [],
|
||
"source": [
|
||
"class Chart(object):\n",
|
||
" def __init__(self, df: pd.DataFrame = None, strategy: ta.Strategy = ta.CommonStrategy, *args, **kwargs):\n",
|
||
" self.verbose = kwargs.pop(\"verbose\", False)\n",
|
||
"\n",
|
||
" if isinstance(df, pd.DataFrame) and df.ta.datetime_ordered:\n",
|
||
" self.df = df\n",
|
||
" if self.df.name is not None and self.df.name != \"\":\n",
|
||
" df_name = str(self.df.name)\n",
|
||
" else:\n",
|
||
" df_name = \"DataFrame\"\n",
|
||
" if self.verbose: print(f\"[i] Loaded {df_name}{self.df.shape}\")\n",
|
||
" else:\n",
|
||
" print(f\"[X] Oops! Missing 'ohlcv' data or index is not datetime ordered.\\n\")\n",
|
||
" return None\n",
|
||
"\n",
|
||
" self._validate_ta_strategy(strategy)\n",
|
||
" self._validate_mpf_kwargs(**kwargs)\n",
|
||
" self._validate_chart_kwargs(**kwargs)\n",
|
||
"\n",
|
||
" # Build TA and Plot\n",
|
||
" self.df.ta.strategy(self.strategy, verbose=self.verbose)\n",
|
||
" self._plot(**kwargs)\n",
|
||
"\n",
|
||
" def _validate_ta_strategy(self, strategy):\n",
|
||
" if strategy is not None or isinstance(strategy, ta.Strategy):\n",
|
||
" self.strategy = strategy\n",
|
||
" elif len(self.strategy_ta) > 0:\n",
|
||
" print(f\"[+] Strategy: {self.strategy_name}\")\n",
|
||
" else:\n",
|
||
" self.strategy = ta.CommonStrategy \n",
|
||
"\n",
|
||
" def _validate_chart_kwargs(self, **kwargs):\n",
|
||
" \"\"\"Chart Settings\"\"\"\n",
|
||
" self.config = {}\n",
|
||
" self.config[\"last\"] = kwargs.pop(\"last\", recent_bars(self.df))\n",
|
||
" self.config[\"rpad\"] = kwargs.pop(\"rpad\", 10)\n",
|
||
" self.config[\"title\"] = kwargs.pop(\"title\", \"Asset\")\n",
|
||
" self.config[\"volume\"] = kwargs.pop(\"volume\", True)\n",
|
||
"\n",
|
||
" def _validate_mpf_kwargs(self, **kwargs):\n",
|
||
" # mpf global chart settings\n",
|
||
" default_chart = mpf.available_styles()[-1]\n",
|
||
" default_mpf_width = {\n",
|
||
" 'candle_linewidth': 0.6,\n",
|
||
" 'candle_width': 0.525,\n",
|
||
" 'volume_width': 0.525\n",
|
||
" }\n",
|
||
" mpfchart = {}\n",
|
||
"\n",
|
||
" mpf_style = kwargs.pop(\"style\", \"\")\n",
|
||
" if mpf_style == \"\" or mpf_style.lower() == \"random\":\n",
|
||
" mpf_styles = mpf.available_styles()\n",
|
||
" mpfchart[\"style\"] = mpf_styles[rnd.randrange(len(mpf_styles))]\n",
|
||
" elif mpf_style.lower() in mpf.available_styles():\n",
|
||
" mpfchart[\"style\"] = mpf_style\n",
|
||
"\n",
|
||
" mpfchart[\"figsize\"] = kwargs.pop(\"figsize\", (12, 10))\n",
|
||
" mpfchart[\"non_trading\"] = kwargs.pop(\"nontrading\", False)\n",
|
||
" mpfchart[\"rc\"] = kwargs.pop(\"rc\", {'figure.facecolor': '#EDEDED'})\n",
|
||
" mpfchart[\"plot_ratios\"] = kwargs.pop(\"plot_ratios\", (12, 1.7))\n",
|
||
" mpfchart[\"scale_padding\"] = kwargs.pop(\"scale_padding\", {'left': 1, 'top': 4, 'right': 1, 'bottom': 1})\n",
|
||
" mpfchart[\"tight_layout\"] = kwargs.pop(\"tight_layout\", True)\n",
|
||
" mpfchart[\"type\"] = kwargs.pop(\"type\", \"candle\")\n",
|
||
" mpfchart[\"width_config\"] = kwargs.pop(\"width_config\", default_mpf_width)\n",
|
||
" mpfchart[\"xrotation\"] = kwargs.pop(\"xrotation\", 15)\n",
|
||
" \n",
|
||
" self.mpfchart = mpfchart\n",
|
||
"\n",
|
||
" def _attribution(self):\n",
|
||
" print(f\"\\nPandas v: {pd.__version__} [pip install pandas] https://github.com/pandas-dev/pandas\")\n",
|
||
" print(f\"Data from AlphaVantage v: 1.0.19 [pip install alphaVantage-api] http://www.alphavantage.co https://github.com/twopirllc/AlphaVantageAPI\")\n",
|
||
" print(f\"Technical Analysis with Pandas TA v: {ta.version} [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\")\n",
|
||
" print(f\"Charts by Matplotlib Finance v: {mpf.__version__} [pip install mplfinance] https://github.com/matplotlib/mplfinance\\n\")\n",
|
||
"\n",
|
||
" def _right_pad_df(self, rpad: int, delta_unit: str = \"D\", range_freq: str = \"B\"):\n",
|
||
" if rpad > 0:\n",
|
||
" dfpad = self.df[-rpad:].copy()\n",
|
||
" dfpad.iloc[:,:] = np.NaN\n",
|
||
"\n",
|
||
" df_frequency = self.df.index.value_counts().mode()[0] # Most common frequency\n",
|
||
" freq_delta = pd.Timedelta(df_frequency, unit=delta_unit)\n",
|
||
" new_dr = pd.date_range(start=self.df.index[-1] + freq_delta, periods=rpad, freq=range_freq)\n",
|
||
" dfpad.index = new_dr # Update the padded index with new dates\n",
|
||
" self.df = self.df.append(dfpad)\n",
|
||
" \n",
|
||
" \n",
|
||
" def _plot(self, **kwargs):\n",
|
||
" if not isinstance(self.mpfchart[\"plot_ratios\"], tuple):\n",
|
||
" print(f\"[X] plot_ratios must be a tuple\")\n",
|
||
" return\n",
|
||
"\n",
|
||
" # Override Chart Title Option\n",
|
||
" chart_title = self.config[\"title\"]\n",
|
||
" if \"title\" in kwargs and isinstance(kwargs[\"title\"], str):\n",
|
||
" chart_title = kwargs.pop(\"title\")\n",
|
||
"\n",
|
||
" # Override Right Bar Padding Option\n",
|
||
" rpad = self.config[\"rpad\"]\n",
|
||
" if \"rpad\" in kwargs and kwargs[\"rpad\"] > 0:\n",
|
||
" rpad = int(kwargs[\"rpad\"])\n",
|
||
"\n",
|
||
" def cpanel():\n",
|
||
" return len(self.mpfchart['plot_ratios'])\n",
|
||
"\n",
|
||
" # Last Second Default TA Indicators\n",
|
||
" linreg = kwargs.pop(\"linreg\", False)\n",
|
||
" linreg_name = self.df.ta.linreg(append=True).name if linreg else \"\"\n",
|
||
"\n",
|
||
" midpoint = kwargs.pop(\"midpoint\", False)\n",
|
||
" midpoint_name = self.df.ta.midpoint(append=True).name if midpoint else \"\"\n",
|
||
"\n",
|
||
" ohlc4 = kwargs.pop(\"ohlc4\", False)\n",
|
||
" ohlc4_name = self.df.ta.ohlc4(append=True).name if ohlc4 else \"\"\n",
|
||
"\n",
|
||
" clr = kwargs.pop(\"clr\", False)\n",
|
||
" clr_name = self.df.ta.log_return(cumulative=True, append=True).name if clr else \"\"\n",
|
||
"\n",
|
||
" rsi = kwargs.pop(\"rsi\", False)\n",
|
||
" rsi_length = kwargs.pop(\"rsi_length\", None)\n",
|
||
" if isinstance(rsi_length, int) and rsi_length > 1:\n",
|
||
" rsi_name = self.df.ta.rsi(length=rsi_length, append=True).name\n",
|
||
" elif rsi:\n",
|
||
" rsi_name = self.df.ta.rsi(append=True).name\n",
|
||
" else: rsi_name = \"\"\n",
|
||
" \n",
|
||
" zscore = kwargs.pop(\"zscore\", False)\n",
|
||
" zscore_length = kwargs.pop(\"zscore_length\", None)\n",
|
||
" if isinstance(zscore_length, int) and zscore_length > 1:\n",
|
||
" zs_name = self.df.ta.zscore(length=zscore_length, append=True).name\n",
|
||
" elif zscore:\n",
|
||
" zs_name = self.df.ta.zscore(append=True).name\n",
|
||
" else: zs_name = \"\"\n",
|
||
"\n",
|
||
" macd = kwargs.pop(\"macd\", False)\n",
|
||
" macd_name = \"\"\n",
|
||
" if macd:\n",
|
||
" macds = self.df.ta.macd(append=True)\n",
|
||
" macd_name = macds.name\n",
|
||
"\n",
|
||
" squeeze = kwargs.pop(\"squeeze\", False)\n",
|
||
" lazybear = kwargs.pop(\"lazybear\", False)\n",
|
||
" squeeze_name = \"\"\n",
|
||
" if squeeze:\n",
|
||
" squeezes = self.df.ta.squeeze(lazybear=lazybear, detailed=True, append=True)\n",
|
||
" squeeze_name = squeezes.name\n",
|
||
"\n",
|
||
" ama = kwargs.pop(\"archermas\", False)\n",
|
||
" ama_name = \"\"\n",
|
||
" if ama:\n",
|
||
" amas = self.df.ta.amat(append=True)\n",
|
||
" ama_name = amas.name\n",
|
||
"\n",
|
||
" aobv = kwargs.pop(\"archerobv\", False)\n",
|
||
" aobv_name = \"\"\n",
|
||
" if aobv:\n",
|
||
" aobvs = self.df.ta.aobv(append=True)\n",
|
||
" aobv_name = aobvs.name\n",
|
||
"\n",
|
||
" treturn = kwargs.pop(\"trendreturn\", False)\n",
|
||
" if treturn:\n",
|
||
" # Long Trend requires Series Comparison (<=. <, = >, >=)\n",
|
||
" # or Trade Logic that yields trends in binary.\n",
|
||
" default_long = self.df[\"SMA_10\"] > self.df[\"SMA_20\"]\n",
|
||
" long_trend = kwargs.pop(\"long_trend\", default_long)\n",
|
||
" short_trend = ~long_trend # Opposite/Inverse\n",
|
||
" self.df[\"TRl\"] = ta.trend_return(self.df[\"close\"], long_trend, cumulative=True)\n",
|
||
" self.df[\"TRs\"] = ta.trend_return(self.df[\"close\"], short_trend, cumulative=True)\n",
|
||
" self.df[\"TR\"] = self.df[\"TRl\"] + self.df[\"TRs\"]\n",
|
||
"\n",
|
||
" # Pad and trim Chart\n",
|
||
" self._right_pad_df(rpad)\n",
|
||
" mpfdf = self.df.tail(self.config[\"last\"])\n",
|
||
" mpfdf_columns = list(self.df.columns)\n",
|
||
"\n",
|
||
" # BEGIN: Custom TA Plots and Panels\n",
|
||
" # Modify the area below \n",
|
||
" taplots = [] # Holds all the additional plots\n",
|
||
"\n",
|
||
" # Panel 0: Price Overlay\n",
|
||
" if linreg_name in mpfdf_columns:\n",
|
||
" taplots += [mpf.make_addplot(mpfdf[linreg_name], type=kwargs.pop(\"linreg_type\", \"line\"), color=kwargs.pop(\"linreg_color\", \"black\"), linestyle=\"-.\", width=1.2, panel=0)]\n",
|
||
"\n",
|
||
" if midpoint_name in mpfdf_columns:\n",
|
||
" taplots += [mpf.make_addplot(mpfdf[midpoint_name], type=kwargs.pop(\"midpoint_type\", \"scatter\"), color=kwargs.pop(\"midpoint_color\", \"fuchsia\"), width=0.4, panel=0)]\n",
|
||
"\n",
|
||
" if ohlc4_name in mpfdf_columns:\n",
|
||
" taplots += [mpf.make_addplot(mpfdf[ohlc4_name], ylabel=ohlc4_name, type=kwargs.pop(\"ohlc4_type\", \"scatter\"), color=kwargs.pop(\"ohlc4_color\", \"blue\"), alpha=0.85, width=0.4, panel=0)]\n",
|
||
"\n",
|
||
" if self.strategy.name == ta.CommonStrategy.name:\n",
|
||
" total_sma = 0 # Check if all the overlap indicators exists before adding plots\n",
|
||
" for c in [\"SMA_10\", \"SMA_20\", \"SMA_50\", \"SMA_200\"]:\n",
|
||
" if c in mpfdf_columns: total_sma += 1\n",
|
||
" else: print(f\"[X] Indicator: {c} missing!\")\n",
|
||
" if total_sma == 4:\n",
|
||
" ta_smas = [\n",
|
||
" mpf.make_addplot(mpfdf[\"SMA_10\"], color=\"green\", width=1.5, panel=0),\n",
|
||
" mpf.make_addplot(mpfdf[\"SMA_20\"], color=\"orange\", width=2, panel=0),\n",
|
||
" mpf.make_addplot(mpfdf[\"SMA_50\"], color=\"red\", width=2, panel=0),\n",
|
||
" mpf.make_addplot(mpfdf[\"SMA_200\"], color=\"maroon\", width=3, panel=0),\n",
|
||
" ]\n",
|
||
" taplots += ta_smas\n",
|
||
"\n",
|
||
" if len(ama_name):\n",
|
||
" amat_sr_ = mpfdf[amas.columns[-1]][mpfdf[amas.columns[-1]] > 0]\n",
|
||
" amat_sr = amat_sr_.index.to_list()\n",
|
||
" else:\n",
|
||
" amat_sr = None\n",
|
||
"\n",
|
||
" # Panel 1: If volume=True, the add the VOL MA. Since we know there is only one, we immediately pop it.\n",
|
||
" if self.config[\"volume\"]:\n",
|
||
" volma = [x for x in list(self.df.columns) if x.startswith(\"VOL_\")].pop()\n",
|
||
" max_vol = mpfdf[\"volume\"].max()\n",
|
||
" ta_volume = [mpf.make_addplot(mpfdf[volma], color=\"red\", width=2, panel=1, ylim=(-.2 * max_vol, 1.5 * max_vol))]\n",
|
||
" taplots += ta_volume\n",
|
||
"\n",
|
||
" # Panels 2 - 9\n",
|
||
" common_plot_ratio = (3,)\n",
|
||
"\n",
|
||
" if len(aobv_name):\n",
|
||
" _p = kwargs.pop(\"aobv_percenty\", 0.2)\n",
|
||
" aobv_ylim = ta_ylim(mpfdf[aobvs.columns[0]], _p)\n",
|
||
" taplots += [\n",
|
||
" mpf.make_addplot(mpfdf[aobvs.columns[0]], ylabel=aobv_name, color=\"black\", width=1.5, panel=cpanel(), ylim=aobv_ylim),\n",
|
||
" mpf.make_addplot(mpfdf[aobvs.columns[2]], color=\"silver\", width=1, panel=cpanel(), ylim=aobv_ylim),\n",
|
||
" mpf.make_addplot(mpfdf[aobvs.columns[3]], color=\"green\", width=1, panel=cpanel(), ylim=aobv_ylim),\n",
|
||
" mpf.make_addplot(mpfdf[aobvs.columns[4]], color=\"red\", width=1.2, panel=cpanel(), ylim=aobv_ylim),\n",
|
||
" ]\n",
|
||
" self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel\n",
|
||
"\n",
|
||
" if clr_name in mpfdf_columns:\n",
|
||
" _p = kwargs.pop(\"clr_percenty\", 0.1)\n",
|
||
" clr_ylim = ta_ylim(mpfdf[clr_name], _p)\n",
|
||
"\n",
|
||
" taplots += [mpf.make_addplot(mpfdf[clr_name], ylabel=clr_name, color=\"black\", width=1.5, panel=cpanel(), ylim=clr_ylim)]\n",
|
||
" if (1 - _p) * mpfdf[clr_name].min() < 0 and (1 + _p) * mpfdf[clr_name].max() > 0:\n",
|
||
" taplots += [mpf.make_addplot(mpfdf[\"0\"], color=\"gray\", width=1.2, panel=cpanel(), ylim=clr_ylim)]\n",
|
||
" self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel\n",
|
||
"\n",
|
||
" if rsi_name in mpfdf_columns:\n",
|
||
" rsi_ylim = (0, 100)\n",
|
||
" taplots += [\n",
|
||
" mpf.make_addplot(mpfdf[rsi_name], ylabel=rsi_name, color=kwargs.pop(\"rsi_color\", \"black\"), width=1.5, panel=cpanel(), ylim=rsi_ylim),\n",
|
||
" mpf.make_addplot(mpfdf[\"20\"], color=\"green\", width=1, panel=cpanel(), ylim=rsi_ylim),\n",
|
||
" mpf.make_addplot(mpfdf[\"50\"], color=\"gray\", width=0.8, panel=cpanel(), ylim=rsi_ylim),\n",
|
||
" mpf.make_addplot(mpfdf[\"80\"], color=\"red\", width=1, panel=cpanel(), ylim=rsi_ylim),\n",
|
||
" ]\n",
|
||
" self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel\n",
|
||
" \n",
|
||
" if macd_name in mpfdf_columns:\n",
|
||
" _p = kwargs.pop(\"macd_percenty\", 0.15)\n",
|
||
" macd_ylim = ta_ylim(mpfdf[macd_name], _p)\n",
|
||
" taplots += [\n",
|
||
" mpf.make_addplot(mpfdf[macd_name], ylabel=macd_name, color=\"black\", width=1.5, panel=cpanel()),#, ylim=macd_ylim),\n",
|
||
" mpf.make_addplot(mpfdf[macds.columns[-1]], color=\"blue\", width=1.1, panel=cpanel()),#, ylim=macd_ylim),\n",
|
||
" mpf.make_addplot(mpfdf[macds.columns[1]], type=\"bar\", alpha=0.8, color=\"dimgray\", width=0.8, panel=cpanel()),#, ylim=macd_ylim),\n",
|
||
" mpf.make_addplot(mpfdf[\"0\"], color=\"black\", width=1.2, panel=cpanel()),#, ylim=macd_ylim),\n",
|
||
" ]\n",
|
||
" self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel \n",
|
||
"\n",
|
||
" if zs_name in mpfdf_columns:\n",
|
||
" _p = kwargs.pop(\"zascore_percenty\", 0.2)\n",
|
||
" zs_ylim = ta_ylim(mpfdf[zs_name], _p)\n",
|
||
" taplots += [\n",
|
||
" mpf.make_addplot(mpfdf[zs_name], ylabel=zs_name, color=\"black\", width=1.5, panel=cpanel(), ylim=zs_ylim),\n",
|
||
" mpf.make_addplot(mpfdf[\"-3\"], color=\"red\", width=1.2, panel=cpanel(), ylim=zs_ylim),\n",
|
||
" mpf.make_addplot(mpfdf[\"-2\"], color=\"orange\", width=1, panel=cpanel(), ylim=zs_ylim),\n",
|
||
" mpf.make_addplot(mpfdf[\"-1\"], color=\"silver\", width=1, panel=cpanel(), ylim=zs_ylim),\n",
|
||
" mpf.make_addplot(mpfdf[\"0\"], color=\"black\", width=1.2, panel=cpanel(), ylim=zs_ylim),\n",
|
||
" mpf.make_addplot(mpfdf[\"1\"], color=\"silver\", width=1, panel=cpanel(), ylim=zs_ylim),\n",
|
||
" mpf.make_addplot(mpfdf[\"2\"], color=\"orange\", width=1, panel=cpanel(), ylim=zs_ylim),\n",
|
||
" mpf.make_addplot(mpfdf[\"3\"], color=\"red\", width=1.2, panel=cpanel(), ylim=zs_ylim)\n",
|
||
" ]\n",
|
||
" self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel\n",
|
||
"\n",
|
||
" if squeeze_name in mpfdf_columns:\n",
|
||
" _p = kwargs.pop(\"squeeze_percenty\", 0.6)\n",
|
||
" sqz_ylim = ta_ylim(mpfdf[squeeze_name], _p)\n",
|
||
" taplots += [\n",
|
||
" mpf.make_addplot(mpfdf[squeezes.columns[-4]], type=\"bar\", color=\"lime\", alpha=0.65, width=0.8, panel=cpanel(), ylim=sqz_ylim),\n",
|
||
" mpf.make_addplot(mpfdf[squeezes.columns[-3]], type=\"bar\", color=\"green\", alpha=0.65, width=0.8, panel=cpanel(), ylim=sqz_ylim),\n",
|
||
" mpf.make_addplot(mpfdf[squeezes.columns[-2]], type=\"bar\", color=\"maroon\", alpha=0.65, width=0.8, panel=cpanel(), ylim=sqz_ylim),\n",
|
||
" mpf.make_addplot(mpfdf[squeezes.columns[-1]], type=\"bar\", color=\"red\", alpha=0.65, width=0.8, panel=cpanel(), ylim=sqz_ylim),\n",
|
||
" mpf.make_addplot(mpfdf[\"0\"], color=\"black\", width=1.2, panel=cpanel(), ylim=sqz_ylim),\n",
|
||
" mpf.make_addplot(mpfdf[squeezes.columns[4]], ylabel=squeeze_name, color=\"green\", width=2, panel=cpanel(), ylim=sqz_ylim),\n",
|
||
" mpf.make_addplot(mpfdf[squeezes.columns[5]], color=\"red\", width=1.8, panel=cpanel(), ylim=sqz_ylim),\n",
|
||
" ]\n",
|
||
" self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel\n",
|
||
"\n",
|
||
" if treturn:\n",
|
||
" _p = kwargs.pop(\"treturn_percenty\", 0.33)\n",
|
||
" treturn_ylim = ta_ylim(mpfdf[\"TR\"], _p)\n",
|
||
" taplots += [\n",
|
||
" mpf.make_addplot(mpfdf[\"TRl\"], ylabel=\"Trend Return\", type=\"bar\", color=\"green\", alpha=0.45, width=0.8, panel=cpanel(), ylim=treturn_ylim),\n",
|
||
" mpf.make_addplot(mpfdf[\"TRs\"], type=\"bar\", color=\"red\", alpha=0.45, width=0.8, panel=cpanel(), ylim=treturn_ylim),\n",
|
||
" mpf.make_addplot(mpfdf[\"TR\"], color=\"black\", width=1.5, panel=cpanel(), ylim=treturn_ylim),\n",
|
||
" mpf.make_addplot(mpfdf[\"0\"], color=\"black\", width=1.2, panel=cpanel(), ylim=treturn_ylim),\n",
|
||
" ]\n",
|
||
" self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel\n",
|
||
"\n",
|
||
" _p = kwargs.pop(\"cstreturn_percenty\", 0.33)\n",
|
||
" trcs = mpfdf[\"TR\"].cumsum()\n",
|
||
" treturncs_ylim = ta_ylim(trcs, _p)\n",
|
||
" taplots += [\n",
|
||
" mpf.make_addplot(trcs, ylabel=\"Trend B&H\", color=\"black\", width=1.5, panel=cpanel(), ylim=treturncs_ylim),\n",
|
||
" mpf.make_addplot(mpfdf[\"0\"], color=\"black\", width=1.2, panel=cpanel(), ylim=treturncs_ylim),\n",
|
||
" ]\n",
|
||
" self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel\n",
|
||
"\n",
|
||
" # END: Custom TA Plots and Panels\n",
|
||
"\n",
|
||
" if self.verbose:\n",
|
||
" additional_ta = []\n",
|
||
" chart_title = f\"{chart_title} [{self.strategy.name}] (last {self.config['last']} bars)\"\n",
|
||
" chart_title += f\"\\nSince {mpfdf.index[0]} till {mpfdf.index[-1]}\"\n",
|
||
" if len(linreg_name) > 0: additional_ta.append(linreg_name)\n",
|
||
" if len(midpoint_name) > 0: additional_ta.append(midpoint_name)\n",
|
||
" if len(ohlc4_name) > 0: additional_ta.append(ohlc4_name)\n",
|
||
" if len(additional_ta) > 0:\n",
|
||
" chart_title += f\"\\nIncluding: {', '.join(additional_ta)}\"\n",
|
||
"\n",
|
||
" if amat_sr:\n",
|
||
" vlines_ = dict(vlines=amat_sr, alpha=0.1, colors=\"red\")\n",
|
||
" else:\n",
|
||
" # Hidden because vlines needs valid arguments even if None \n",
|
||
" vlines_ = dict(vlines=mpfdf.index[0], alpha=0, colors=\"white\")\n",
|
||
"\n",
|
||
" # Create Final Plot\n",
|
||
" mpf.plot(mpfdf,\n",
|
||
" title=chart_title,\n",
|
||
" type=self.mpfchart[\"type\"],\n",
|
||
" style=self.mpfchart[\"style\"],\n",
|
||
" datetime_format=\"%-m/%-d/%Y\",\n",
|
||
" volume=self.config[\"volume\"],\n",
|
||
" figsize=self.mpfchart[\"figsize\"],\n",
|
||
" tight_layout=self.mpfchart[\"tight_layout\"],\n",
|
||
" scale_padding=self.mpfchart[\"scale_padding\"],\n",
|
||
" panel_ratios=self.mpfchart[\"plot_ratios\"], # This key needs to be update above if adding more panels\n",
|
||
" xrotation=self.mpfchart[\"xrotation\"],\n",
|
||
" update_width_config=self.mpfchart[\"width_config\"],\n",
|
||
" show_nontrading=self.mpfchart[\"non_trading\"],\n",
|
||
" vlines=vlines_,\n",
|
||
" addplot=taplots\n",
|
||
" )\n",
|
||
" \n",
|
||
" self._attribution()"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"### Charting Example\n",
|
||
"#### Play with the parameters to see different charts and results\n",
|
||
"* This is an example chart so it's not perfect. Enough to get started with common and uncommon plots.\n",
|
||
"* There is a maximum of 10 Panels. In this example, panels 0 and 1 are reserved for Price and Volume respectively.\n",
|
||
" * "
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 11,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"name": "stdout",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"[i] Loaded SPY(5380, 33)\n",
|
||
"[+] Strategy: Common Price and Volume SMAs\n",
|
||
"[i] Indicator arguments: {'append': True}\n",
|
||
"[i] Multiprocessing 5 indicators with 7 chunks over 8/8 cpus.\n",
|
||
"[i] Total indicators: 5\n",
|
||
"[i] Columns added: 5\n",
|
||
"[i] Last Run: Saturday March 20, 2021, NYSE: 13:11:58, Local: 17:11:58 PDT, Day 79/365 (22.0%)\n"
|
||
]
|
||
},
|
||
{
|
||
"data": {
|
||
"image/png": 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\n",
|
||
"text/plain": [
|
||
"<Figure size 1200x1000 with 10 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
},
|
||
{
|
||
"name": "stdout",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"\n",
|
||
"Pandas v: 1.2.2 [pip install pandas] https://github.com/pandas-dev/pandas\n",
|
||
"Data from AlphaVantage v: 1.0.19 [pip install alphaVantage-api] http://www.alphavantage.co https://github.com/twopirllc/AlphaVantageAPI\n",
|
||
"Technical Analysis with Pandas TA v: 0.2.49b0 [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\n",
|
||
"Charts by Matplotlib Finance v: 0.12.7a5 [pip install mplfinance] https://github.com/matplotlib/mplfinance\n",
|
||
"\n"
|
||
]
|
||
},
|
||
{
|
||
"data": {
|
||
"text/plain": [
|
||
"<__main__.Chart at 0x10c73c5b0>"
|
||
]
|
||
},
|
||
"execution_count": 11,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
}
|
||
],
|
||
"source": [
|
||
"# Used for example Trend Return Long Trend Below\n",
|
||
"macd_ = ta.macd(closedf)\n",
|
||
"macdh = macd_[macd_.columns[1]]\n",
|
||
"\n",
|
||
"Chart(df,\n",
|
||
" # style: which mplfinance chart style to use. Added \"random\" as an option.\n",
|
||
" # rpad: how many bars to leave empty on the right of the chart\n",
|
||
" style=\"yahoo\", title=ticker, last=recent_bars(df), rpad=10,\n",
|
||
" \n",
|
||
" # Overlap Indicators\n",
|
||
" linreg=True, midpoint=False, ohlc4=False, archermas=True,\n",
|
||
" \n",
|
||
" # Example Indicators with default parameters\n",
|
||
" volume=True, rsi=True, clr=True, macd=True, zscore=False, squeeze=False, lazybear=False,\n",
|
||
"\n",
|
||
" # Archer OBV and OBV MAs (https://www.tradingview.com/script/Co1ksara-Trade-Archer-On-balance-Volume-Moving-Averages-v1/)\n",
|
||
" archerobv=False,\n",
|
||
"\n",
|
||
" # Create trends and see their returns\n",
|
||
" trendreturn=False,\n",
|
||
" # Example Trends or create your own. Trend must yield Booleans\n",
|
||
" long_trend=ta.sma(closedf,10) > ta.sma(closedf,20), # trend: sma(close,10) > sma(close,20) [Default Example]\n",
|
||
"# long_trend=closedf > ta.ema(closedf,5), # trend: close > ema(close,5)\n",
|
||
"# long_trend=ta.sma(closedf,10) > ta.ema(closedf,50), # trend: sma(close,10) > ema(close,50)\n",
|
||
"# long_trend=macdh > 0, # trend: macd hist > 0\n",
|
||
"# long_trend=ta.increasing(ta.sma(ta.rsi(closedf), 10), 5, asint=False), # trend: rising sma(rsi, 10) for the previous 5 periods\n",
|
||
" show_nontrading=False, # Intraday use if needed\n",
|
||
" verbose=True, # More detail\n",
|
||
")"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"## Indicator Examples\n",
|
||
"* Examples of simple and complex indicators. Most indicators return a Series, while a few return DataFrames.\n",
|
||
"* All indicators can be called one of three ways. Either way, they return the result.\n",
|
||
"\n",
|
||
"### Three ways to use pandas_ta\n",
|
||
"1. Stand Alone like TA-Lib ta.**indicator**(*kwargs*).\n",
|
||
"2. As a DataFrame Extension like df.ta.**indicator**(*kwargs*). Where df is a DataFrame with columns named \"open\", \"high\", \"low\", \"close, \"volume\" for simplicity.\n",
|
||
"3. Similar to #2, but by calling: df.ta(kind=\"**indicator**\", *kwargs*)."
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"### Cumulative Log Return"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 12,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"text/plain": [
|
||
"<AxesSubplot:title={'center':'SPY: CUMLOGRET_1 from 2020-03-20 00:00:00 to 2020-03-20 00:00:00 (252)'}, xlabel='date'>"
|
||
]
|
||
},
|
||
"execution_count": 12,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
},
|
||
{
|
||
"data": {
|
||
"image/png": 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\n",
|
||
"text/plain": [
|
||
"<Figure size 1600x325 with 1 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"clr_ma_length = 8\n",
|
||
"clrdf = df.ta.log_return(cumulative=True, append=True)\n",
|
||
"clrmadf = ta.ema(clrdf, length=clr_ma_length)\n",
|
||
"clrxdf = pd.DataFrame({f\"{clrdf.name}\": clrdf, f\"{clrmadf.name}({clrdf.name})\": clrmadf})\n",
|
||
"clrxdf.tail(recent_bars(df)).plot(figsize=ind_size, color=colors(\"BkBl\"), linewidth=1, title=ctitle(clrdf.name, ticker=ticker, length=recent_bars(df)), grid=True)"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"### MACD"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 13,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"text/plain": [
|
||
"<matplotlib.lines.Line2D at 0x12f44c670>"
|
||
]
|
||
},
|
||
"execution_count": 13,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
},
|
||
{
|
||
"data": {
|
||
"image/png": 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\n",
|
||
"text/plain": [
|
||
"<Figure size 1600x325 with 1 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"macddf = df.ta.macd(fast=8, slow=21, signal=9, min_periods=None, append=True)\n",
|
||
"macddf[[macddf.columns[0], macddf.columns[2]]].tail(recent_bars(df)).plot(figsize=(16, 2), color=colors(\"BkBl\"), linewidth=1.3)\n",
|
||
"macddf[macddf.columns[1]].tail(recent_bars(df)).plot.area(figsize=ind_size, stacked=False, color=[\"silver\"], linewidth=1, title=ctitle(macddf.name, ticker=ticker, length=recent_bars(df)), grid=True).axhline(y=0, color=\"black\", lw=1.1)"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"### ZScore"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 14,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"text/plain": [
|
||
"<matplotlib.lines.Line2D at 0x12ed5d5b0>"
|
||
]
|
||
},
|
||
"execution_count": 14,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
},
|
||
{
|
||
"data": {
|
||
"image/png": 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AIAqFAAAAAAAAACT9P6fQb7kHUHRTAAAAAElFTkSuQmCC\n",
|
||
"text/plain": [
|
||
"<Figure size 1600x325 with 1 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"zscoredf = df.ta.zscore(length=30, append=True)\n",
|
||
"zcolors = [\"darkgreen\", \"green\", \"silver\", \"silver\", \"red\", \"maroon\", \"black\"]\n",
|
||
"zcols = df[[\"-4\", \"-3\", \"-2\", \"2\", \"3\", \"4\", zscoredf.name]].tail(recent_bars(df))\n",
|
||
"zcols.plot(figsize=ind_size, color=zcolors, linewidth=1.2, title=ctitle(zscoredf.name, ticker=ticker, length=recent_bars(df)), grid=True).axhline(y=0, color=\"black\", lw=1.1)"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 15,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"text/plain": [
|
||
"<matplotlib.lines.Line2D at 0x12f51e160>"
|
||
]
|
||
},
|
||
"execution_count": 15,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
},
|
||
{
|
||
"data": {
|
||
"image/png": 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0COnp6XjttdeEedzc3PD111/jiSeewLBhwxAaGooPPvjA6La1aNECPXr0wNatW7F06VLhRubgwYPIyMjAJ598IswbGxsLd3f3agfj6NSpE4CqYuoRERFGt8cQSqVSKM5+6NAhnTcUhgoKCkJ5eTkAwNvbG19//TWGDh0qvJ6amgqJRAI/Pz+198lkMnh7e1c7aExkZCTKy8vx+eefIyoqCk888YTa6+Xl5ZgwYQIWLVokTNu5cycOHz6MTz/9VAgqzpo1CxMmTMDKlSvx6quvIjw8XJj/5s2buHHjBpo1awYA8PT0xEsvvYRPP/0Ut27dgqurK4CqwO+iRYtw//59YV5D/frrr3jw4IEQcOGfCwAEBARozR8QEICcnByUl5fD3t5e5zKPHz+O06dP47333hOm8ffoWyZQ9Xto1aqV3rampqbC399fK3Cs+n5NNe0DxrDEdtX0WR8/flxt3prWUx1D93dzfVeGtNWY7dfk7++PkSNH4oMPPkBkZCSefvpp4bWKigq8/fbbaN++Pf799184ODgAAPr164cxY8ZgxYoV+Oijj/QuWxdLfP/x8fHYvn07JkyYAIlEIkxPTU0VAp76lskfHOliyrGtd+/euHnzJgDAxcUF7733HqZPn653HdWxxHYZc1wy5VhhzLpU32+O78qQttb2uJyYmIjS0lI0b95cb1tULVmyBBKJROvc1rFjR/Tr1w+tWrVCdnY2Nm7ciDfeeAMpKSlYsmRJtcv86quvIJfLMXHiRK3XwsLCAFRdi4wZM8agNhJCSGNGGYWEEFKHDR06FKdPn8Zjjz2GK1euYOnSpRg+fDiCgoLw119/ac3/zz//wNfXF76+vujUqRN+++03PPPMM1oX2OPHj8eoUaOQk5ODb7/9Fo6OjsJr9+/fN3j01qeffhrJycn4999/hWmbN2+GTCbDhAkThGmFhYVC4Ekf/npBQYFB6zbF4sWLceDAASxYsAADBw6s1bL27t2LPXv24Msvv0RISAiKi4vVXi8tLYVMJtP5XgcHB5SWltZq/a+88orav/fs2QOJRILZs2erTX/rrbfAGMPevXvVpg8ZMkQt8NerVy8AVfuG6nfFpxszIi1QNbLrrFmzEBkZiWeffVaYzrdb1w0nD7jo+2wyMjLw1FNPoXnz5pg/f75Zlqm6DGPfX9M+YChLbVdN71d9rzHb/+GHH4IxpvYbMnR/N3abjh49CsaY1nYZ8n5jtt8YFy5cQEZGBmbOnCmsEwBGjx6N1q1bY/fu3UYtzxLff0lJCSZMmABHR0csXrxY7TVT9nXN9xt7bPvxxx+xb98+fPfdd2jTpg1KS0uhUCiqXY8ultouYz5rY9Yzbdo0MMYwbdo0g9dl6u9y48aNYIypHdfN9VvRXJem7OxsAFUPnGqyefNmbNiwAW+99RZatGih9tpff/2F+fPnY+zYsXj++edx7NgxDB8+HMuXL0dycrLeZf7777/46KOP8OSTT2Lw4MFar/N28QephBBCqkcZhYQQUsf16NED27dvh1wux5UrV7Bjxw6sWLECTzzxBC5fvoy2bdsK8/bq1QuffvopRCIRnJyc0KZNG3h4eOhd7p49e3R2NTLUpEmTMGfOHGzevBkDBw5EWVkZduzYgZEjR6rdMLi6utZ4gc670NUUUDTVyZMnsXDhQkRFRWHhwoW1Xt6gQYMAACNHjsTYsWPRvn17uLi44NVXXwUAODo6Qi6X63xvWVmZWnDWWFKpFE2bNlWblpCQgMDAQK3Pj3c5S0hIUJvOu4Vz7u7uAIDg4GCd03Nzcw1uX1paGkaPHg13d3f8/vvvalk/fLt5Jp6qsrIytXlUFRcXY8yYMSgsLMSJEyfg4uJi0jJ5lzfV7XN0dISjo6PRbappH9C3Lktsly41vV/1vaZsv+a6DNnfa7tNxrTVmO03Bv8t6crka926NU6cOGHwsizx/SsUCkyaNAmxsbHYu3cvAgMD1V439PPLzMxUC+a5uLjAxcXFpGNbZGSk8P+TJk0SjkvLli2rdl2W2C5djPmszfFbqW5d5v5dmuO3Ysi6AGgF9TUdP34c06dPx/Dhw/HZZ5/VuDyRSIQ333wT+/fvx9GjR9Uye7kbN27g8ccfR/v27bF+/fpq22VqqRFCCGlsKKOQEELqCZlMhh49euDzzz/H6tWrUVFRgd9++01tHh8fHzzyyCMYMmQIIiMj9QYJzcXPzw9Dhw7FH3/8gYqKCuzatQuFhYVC/UKuTZs2yM/PR2Jiot5lXb16FQDUAp/mkpOTg8mTJ8PNzQ2bN29WC1yZQ3h4OLp06YJff/1VmBYQEACFQoGMjAy1eeVyObKzs7Vuco1hb2+vVbPKWPo+A33Ta7oB5PLz8zFy5Ejk5eVh3759WtvJu7bxrm6qUlNT4eXlpZXVIpfLMW7cOFy9ehU7d+5E+/bt1V7n79G3TABCOwICAtT+tm7dKkxPS0vT2k7N9+ujbx/QtS5LbJcuNX3Wqu8NCAgweT38/Ybs77XdJmPaasz224Klvv8XX3wRf//9NzZu3Kgzu8rQz69Hjx5q+y8P6tX22Obp6YnBgwer/Vb0rcsS26WLMcel2h4rrP27NKStphyXVfE6yNU9ULpy5Qoee+wxtG/fHr///jukUsPyVfjDq5ycHK3XkpKSMGzYMLi7u2PPnj16HzTydtWm3AghhDQmFCgkhJB6iGcB6rqot7YpU6YgJycHe/fuxebNm+Hm5oZHH31UbR5eE+jnn3/WuYyCggLs3LkTrVu3tkh9wmnTpiEpKQk//vijViaeuZSWliI/P1/4d+fOnQFUdVNUdeHCBSiVSuF1cwkNDUVKSorW4AY3btwQXre0srIyPProo7h16xb+/vtvnUHfoKAg+Pr6an0uAHDu3Dmtz0WpVGLq1Kk4dOgQNm/ejAEDBmi9TywWo0OHDjqXefbsWYSFhQk3kAcOHFD7Gz58OICq76ukpARxcXFa7+ev10RzH9C3Lktsly7t27eHVCrVer9cLsfly5fVtqlz5864deuWVtd/Q7ff0P29tttkTFuN2X5d9GUf8d8Sr7mn6ubNmwb91iz1/c+bNw8//vgjVqxYgcmTJ+tcd+fOnXHp0iUolUqtZTo5OaFly5YAqmqMqu6/fDAqcxzbNH8r+tZlie3SxZjjUm2PFfo+v5SUFCQnJ2uty9RtMqatxh6XNYWEhMDR0RH37t3T+fqdO3cwYsQI+Pn5Yc+ePVrZotXhZS98fX3VpmdnZ2PYsGEoLy/H/v37ddZX5Hi7NAd1IYQQoocthlomhBBimMOHDzOlUqk1fcmSJQwAW758uTAtNDSUjR492uBlL1y4kAFgmZmZatPj4+NZfHy8wcspLCxkTk5ObPjw4cze3p5NmzZNa57y8nLWtm1b5uzszM6fP6/2mkKhYE899RQDwLZs2SJMv3fvHgPAvvjiC4PbosuKFSsYAPbaa6/VajmMMVZRUcFycnK0pp89e5ZJJBL2zDPPCNNKSkqYl5cXGzNmjNq8Tz/9NHNycmLZ2dnVruvIkSMMAPvtt9/Upj/77LPM2dlZa/4///yTAWCff/652vSJEycykUik9p0CYLNmzVKbT9/nra8dmiorK9ljjz3GpFIp2717d7Xzvvzyy8zR0ZElJiYK0w4ePMgAsNWrV6vNO3PmTAaArVmzptplLl68mAFQ279u3LjBJBIJe/vtt6t9L2OMJSUlMTs7O7XPRalUsqioKBYUFMQqKysZY8btA9Wx1naNGDGCBQQEsIKCAmHa+vXrGQC2d+9eYdqZM2e0vv+ysjIWERHBevXqpbbMzMxMFhcXx4qLi4VpxuzvxmxTQkICi4uLU5tmTFsN3X5d4uLiGAC2YsUKtelyuZz5+fmxjh07srKyMmH6nj17GAD2wQcfVLtcxizz/S9dupQBYP/973+rXeb//vc/rd90ZmYm8/DwYBMnTqyx7cZ81+np6Vrvv3fvHnN1dWVRUVE1rosx622XocclQ48VjDGWl5fH4uLiWF5entq6WrduzTp16qQ273vvvcdEIhGLjY01aZtSUlJYXFwck8vlJrXVmOOyLlFRUTq/09TUVBYWFsYCAwPZvXv39L4/OztbrT2MVf3W+vbty2QyGUtNTRWmFxUVsZ49ezJXV1d24cKFGtu2cuVKJhKJWFZWVo3zEkIIYYwChYQQUoe1a9eONW/enM2ZM4etXbuWrVq1ij311FNMIpGwZs2asdzcXGFecwUKQ0NDWWhoqFHt5IE+AOzAgQM654mNjWUBAQHM3t6evfzyy2z9+vVs2bJlrGvXrgwAe+utt9Tm54GrESNGsE8++UTrLyYmpsZ2XblyhclkMubi4sLWr1/PNm3apPPvypUrBm1nbm4uc3Z2Zs8//zz78ssv2ffff89mzZrFnJycmJeXF7t165ba/N9++y0DwJ544gm2bt06NnXqVAaAffbZZzWuy9hAoUKhYIMGDWIikYjNmDGDffvtt2zs2LEMAHvjjTfU5rVEoPD1119nANijjz6q8zNWlZiYyLy9vVl4eDj7+uuv2eeff848PT1Zhw4d1AIvPMgbGRmpc5lFRUXCvAUFBSw8PJz5+fmxpUuXshUrVrDg4GAWGBjIMjIyqm07N2/ePAaAzZgxg61bt46NHj2aAWC//vqrMI+x+4Au1tyuixcvMnt7e9alSxe2evVqtmDBAubg4MCGDRumNe+ECROYVCpl8+bNY2vWrGF9+vRhUqmUHTt2TG0+fuw4cuSI2nRD93djtmnAgAFM13NtQ9tqzPZrksvlzMPDg7Vq1YqtX7+ebdmyhd29e5cxxtiPP/7IALBevXqxr776ir377rvMyclJ67isiyW+/+3btzMArEWLFjqXmZaWJsxbWVnJevfuzVxcXNhHH33Evv32W9auXTvm6urKbty4UePnwpjh37Wfnx+bPHkyW7JkCVu7di2bN28e8/LyYg4ODuzkyZM1rsea22XocYkxw44VjD3cT3788Ue16bt27WIikYgNHjyYrV27ls2ePZuJxWL24osvqs1nzDY9++yzDIBWMM7Qthqz/bosW7aM2dvbs/z8fLXpnTp1YgDY/Pnztb6/f/75R+2zCg8PZ2+//Tb7/vvv2eeff87at2+v8wEYP7c9//zzWsvcsWOHVtvGjBnD+vXrV+M2EEIIqUKBQkIIqcP27t3Lnn/+eda6dWvm4uLCZDIZi4iIYK+99ppWpoYtA4W7d+9mAFhAQABTKBR658vIyGBz5sxhERERzN7ennl4eLBHHnmE/fXXX1rz8sCVvj/N4JMu/Catpr+FCxcatJ3l5eXs9ddfZx07dmRubm7Mzs6OhYaGsunTp+vNlFi7di1r1aoVk8lkLDw8nK1YsUJnlqgmYwOFjFVld7755pssMDCQ2dnZsRYtWrAvvvhCa32WCBTygI6+P03Xrl1jw4YNY05OTszDw4NNmTJF7aafb2t1y9T8zJOSktgTTzzB3NzcmIuLCxszZgy7fft2te1WpVAo2Oeff85CQ0OZTCZj7dq1Y7/88ovaPKbsA5qsvV3Hjx9nffr0YQ4ODszX15fNmjVLLcOOKy0tZXPnzmVNmjRh9vb2rEePHmzfvn1a8+kLFDJm+P5u6DbpCxQa2lZjtl+XnTt3srZt2zKpVKoV8Nm6dSvr0qULs7e3Z15eXmzKlCksOTm5xmVa4vvn34m+P83vKicnh02fPp15e3szJycnNmDAAK1s75oY8l0vXLiQde/enXl6ejKpVMoCAwPZpEmT2NWrVw1ah7W3y5DjEmOGHSsY0x8oZIyxHTt2sM6dOzN7e3vWtGlT9t5776llAxq7TfoChYa21Zjt1yU9PZ1JpVKtc3N139+AAQOE+S5cuMAeffRRFhQUJDzg69evH9u2bZvWukJDQ/UuU/P6JS8vj8lkMrZ+/XqDtoMQQghjIsYMrE5OCCGEEEIIIYToMH36dNy6dQvHjx+3dVMEX331FZYuXYo7d+6YPNI5IYQ0NhQoJIQQQgghhBBSK4mJiWjZsiUOHTqEvn372ro5qKioQHh4ON555x3MnDnT1s0hhJB6gwKFhBBC6qX8/HyUlpZWO0+TJk0MXl5mZiYUCoXe12UyGby8vAxeHiGEEEIIIYTUNxQoJIQQUi9NmzYNP/30U7XzGHOKa9asGRISEvS+PmDAABw9etTg5RFCCCGEEEJIfUOBQkIIIfVSbGwsUlJSqp3nkUceMXh5J0+erDZD0dPTE926dTN4eYQQQgghhBBS31CgkBBCCCGEEEIIIYQQArGtG0AIIYQQQgghhBBCCLE9qa0bUB2lUin8v0gksmFLCCGEEEIIIYQQQgipf1Q7E4vF1ecM1ulAIQAUFhbaugmEEEIIIYQQQgghhNRrrq6uNc5T5wOFAODg4EAZhaRBUygUuH37Nlq0aAGJRGLr5hBiUbS/k8aM9n/S2NA+Txob2udJQ0X7dv3GGENZWZlB89bpQCEPDopEIgoUkgZNJBKBMUb7OmkUaH8njRnt/6SxoX2eNDa0z5OGivbthsGQ744GMyGEEEIIIYQQQgghhFCgkBBCCCGEEEIIIYQQQoFCQgghhBBCCCGEEEII6niNQkMpFApUVlaqDfdM6h+RSASpVEqFUQkhhBBCCCGEEEJsoF4HChljyMjIQEFBga2bQszIzc0Nfn5+VCCVEEIIIYQQQgghxIrqdaCQBwl9fHzg4OBAgaV6jg/XnZWVBQDw9/e3cYsIIYQQQgghhBBCGo96GyhUKBRCkNDT09PWzSFm4ujoCADIysqCj48PdUMmhBDSKOTk5KBv375Yvnw5Ro4caevmEEIIIYSQRqreDmZSWVkJAHBwcLBxS4i58e+Uf8eEEEJIQ3f79m3cuXMHR44csXVTCCGEEEJII1ZvA4V84BLqbtzw8O+UBqchhBDSWBQXFwMAHjx4YOOWEEIIIYSQxqzeBgoJIYQQQhqKkpISAEBKSoqNW0IIIYQQQhozChQSQgghhNgYzyhMTU21cUsIIYQQQkhjRoHCOmbWrFmQyWT4+uuvbd0UQgghhFhJaWkpgKqux1R6gxBCCCGE2IrVAoUrVqyAp6cn3n33XWutst75888/cfbsWQQGBtq6KYQQQgixIp5RWF5ejpycHBu3hhBCCCGENFZWCRReunQJGzduRLt27ayxunrpwYMHePPNN/HTTz/Bzs7O1s0hhBBCiBXxQCFAA5oQQgghhBDbkVp6BUVFRZgxYwZWrlyJZcuWWXp1eHz147ibddfi6+HCfMKw45UdtVqGUqnEc889hzlz5lAwlRBCCGmE+GAmQFWdwo4dO9qwNYQQQgghpLGyeKBw3rx5GDZsGAYOHFhjoLC8vBzl5eXCv3mNHoVCAZFIpDavUqkEY0z4U2Pl0j6m1hLKvXMHivJyfLNhA5RlZZg4aBAyr1+HQi5HUVoaMq9fN3NL64dKxlCYnY2tr72GssZS1J0xyOVyHJfJAI19nZAGh/Z30pjp2f9Pp6cL/79lxgzc9/CwQeMIsQA65pPGhvZ50lA1gn3bMywM43//3dbNsAhj4lYWDRT+8ccfuHLlCg4fPmzQ/CtWrMCSJUuEf7u4uODatWu4ffu21kYxxiASiSCXy9Wmb562ufYNN1JZWZnB827btg1vvPEGAIApldj49dfYsGUL9mzeDIaHXx5jDMpGWsxc+f/B3wq5HHKVwHFjoLk/E9KQ0f5OGjPN/b+sokL4/+yyskZ3/iMNHx3zSWND+zxpqBryvl1UVISbN2/auhkWIRKJEBoaati8zEJD6yUnJ2Pw4MHYvn072rdvDwAYM2YMOnTogEWLFul8j76MQplMppVRWF5ejuTkZAQHB8PBwcESm2ARhYWFSFfJGti+fTs++OADiMUPy0UqFAqIxWIEBwfj1q1btmimTZWVlSEpKQlNmzaFvb29rZtjFQqFAvHx8YiIiIBEIrF1cwixKNrfSWOmb/+fPn06Nm/eLPz/qlWrbNVEQsyKjvmksaF9njRUtG/Xb+z/M0Ld3Ny04muaLJZReOXKFWRmZmLgwIHCNIVCgVOnTmHdunVIT0/X2rns7e3VAkOMMRQUFEAikWhtiFgshkgkEv7qCzc3N7i5uQn/fuGFFzB69Gi1ecaMGYOnnnoKzz77bL3aNnPh36lYLG50ByCJRNLotpk0XrS/k8ZMc/8vLS2FSCSCVCpFamoq/TZIg0PHfNLY0D5PGirat+unOtH1uH///jh58qTatFdffRUtWrTA66+/TjvW//P29oa3t7faNDs7OzRp0gStWrWyUasIIYQQYk0lJSVwcnKCj48PUlJSbN0cQgghhBDSSFksUOjq6oq2bduqTXNycoKXl5fWdEIIIYSQxowHCgMDA3Hnzh1bN4cQQgghhDRSFh/1mBjv9u3btm4CIYQQQqyouLgYzs7OCAwMxOnTpyGXyyGTyWzdLEIIIYQQ0shYNVD4999/W3N1hBBCCCH1QnFxMZycnBAUFAQASEtLQ0hIiI1bRQghhBBCGhtxzbMQQgghhBBLKi0thZOTEwICAgCA6hQSQgghhBCboEAhIYQQQoiNqXY9BoAHDx7YuEWEEEIIIaQxokAhIYQQQoiN8cFMeNdjyigkhBBCCCG2QIFCQgixkRs3bqBFixa4du2arZtCCLEhpVIpdD3mGYUUKCSEEEIIIbZAgUJCCLGRS5cuISEhAYcOHbJ1UwghNlRaWgoAFCgkhBBCCCE2R4FCQgixER4ciI+Pt3FLCCG2VFxcDABwdnaGk5MTPDw8KFBICCGEEEJsggKFhBBiIxQoJIQADwOFTk5OAIDAwEAazIQQQgghhNgEBQoJIcRGKFBICAGqBjIBHgYKg4KCkJKSAsaYLZtFCCGEEEIaIQoUEkKIjfBAYWJiIsrKymzcGkKIrWgGCgMCAlBSUoKCggJbNosQQgghhDRCFCisAz7++GO0b98eHh4e8PPzw4gRI3Du3DlbN4sQYmE8OMAYw927d23cGkKIrfBjgbOzMwAIA5pQ92NCCCGEEGJtFCisA1q0aIGVK1fi0qVLOHLkCEJDQzFq1ChkZmbaummEEAtSzSKk7seENF6qg5kAVV2PARr5mBBDFRcXIzs729bNIIQQQhoEChTWAZMnT8aQIUMQFhaGdu3a4YsvvkBBQQFiYmJs3TRCiAXxrscABQoJacx4RqGjoyOAhxmFFCgkxDBvvPEGevXqZetmEEIIIQ2C1NYNMLfHf3scd3Ot14UvzDMMOybsMNvy5HI51q9fD3d3d3Ts2NFsyyWE1D08OABQoJCQxkyz6zFlFBJinMuXLyMxMREKhQISicTWzSGEEELqtQYXKKyvdu/ejaeffholJSUICAjA3r174ePjY+tmEUIsqLS0FGKxGM7OzhQoJKQR0xzMJCQkBABw8eJFm7WJkPokKSkJQNVvydXV1catIYQQQuq3BhcoNGd2nyVs3rwZs2bNEv69a9cu9OvXDwMHDsT58+eRnZ2NDRs24KmnnsKJEyfg5+dnw9YSQiyprKwMTk5OCA8Pp0AhIY2YZo1CHx8fjBgxArt27UJCQgJCQ0Nt2TxC6rSioiLk5OQAoEAhIYQQYg5Uo9DKHn30UZw/f17469atG4Cqm4OIiAj06tULa9euhVQqxY8//mjj1hJCLKm0tBSOjo6IiIhAcnKyWldkQkjjwQOFvEYhALz66qtQKpVYvXq1rZpFSL3AswmBh78lQgghhJiuwWUU1nWurq4Pn3TGxwN3dddTVJaVoTw5Gbh+3YqtqyMYA7KzIX3tNUhTU23dGquQAGhVXg6ZvT1Etm4MsZrSe/fgpFCg5ZEjAICELl3QwcHBxq2yPNrfSWOma/8vS08HALhPmACpTAYAGMkYWstk+OGrr/DR7t1wFtOzXVI/WfqYn1JUJPx/+ciRkDaC8yip2+g6hzRUjWHfZmFhUOyo271UrYGuOm2suLQU733zDc5evYqElBRcio3Fix9+iAcZGRg/dKitm0cIsaBSxuAoEqHF/wcGbsvlNm4RIcQWihkDADipBANFIhFme3khT6nEz/n5tmoaIXVeYkWF8P8l//9bIoQQQojpKKPQliIiICkrw83sbPzy7rvIysqCt7c3unXrhiNHj6Jd9+62bqFtlJUB9vao/PNPVDaSp8IKhQI3b95Eq1ataLS+RqS0dWu4ubkhbOVKYMAA3Jw5E5Xz5tm6WRZH+ztpzHTt/8UvvAD8/DPsz55FpYuLMO/k4mL8t3lzfO3ujunR0RBTViGphyx9zL+/cCGwaBEAoGDNGlQOGmT2dRBiDLrOIQ0V7duNBwUKbczBwQG//fabrZtBCLGBkpIS+Pv7IyIiAgBoQBNCGildNQqBqvrFzz//PJYvX46DBw9i2LBhtmgeIXUa1SgkhBBCzIseTRNCiI2UlpbCyckJPj4+cHd3p0AhIY1UaWkpHBwcdD6df+WVVyAWi/HNN9/YoGWE1H0UKCSEEELMiwKFhBBiIzw4IBKJEBERQYFCQhqp4uJiODs763wtNDQU//nPf7B//37cuHHDyi0jpO5TDRSWlpbasCWEEELS0tKwa9cuWzeD1BIFCgkhxAYUCgXkcrnQ1TAiIgKpqakoUhm9kRDSOJSUlMDJyUnv66+99hoA4LvvvrNWkwipF5RKJZKSkuDm5gaAMgoJIcQYZWVlZl/ml19+ifHjx+P+/ftmXzaxHgoUEkKIDfCsBx4coDqFhDRexcXF1QYK+/Tpgy5duuDnn39Gbm6uFVtGSN2Wnp6OiooKtG7dGgAFCgkhxFB3796Fl5cXfvjhB7MulwcI79y5Y9blEuuiQCEhhNgADxSqZhQCFCgkpDGqKaNQJBLh1VdfRUlJCX788UcrtoyQuo13O6ZAISGEGCc+Ph6VlZV4//33UVhYaLblpqamAgBlFNZzFCgkhBAb0AwUtmnTBgBw7do1m7WJEGIbJSUlemsUck8++ST8/f2xevVqVFZWWqllhNRtiYmJAIBWrVoBoBqFhBBiqIKCAgBAZmYmvv76a7MtlwcK7927Z7ZlEuujQCEhhNhASUkJgIeBwg4dOsDJyQmnT5+2ZbMIITZQU9djALC3t8eMGTOQkJBARcKJTU2dOhUzZ860dTMAUEZhY5Keno68vDxbN4OQBoNnEUokEixfvhxZWVm1XqZSqaSMwgaCAoWEEGIDmhmFdnZ26NGjB86dO0fZQoQ0IoyxGrseczNmzIBMJsOqVaus0DJCdPv3339x9OhRWzcDAAUKG5MhQ4bgmWeesXUzCGkweEbhzJkzUVhYiKVLl9Z6mZmZmcJ9DAUK6zcKFBJCiA3wUcZ4oBAAIiMjUVxcjKtXr9qqWYQQKysrKwNjzKBAob+/P5588kkcP34c0dHRVmgdIdqKi4uRnZ1t62YAqOp6LJFI0Lx5c4hEIiFbnzQ8CQkJOHLkCHUvJ8RMeKDw2WefRZcuXbB69WqhnIOpUlJShP+nQGH9RoFCQgixAc2MQqBqZFMAOHXqlE3aRAixPh7YqKlGIffaa68BAGUVEpspLi5GXl4eFAqFrZuCpKQkNG3aFFKpFE5OThQobKAqKipQXl4OuVyOs2fP2ro5hDQIvOuxh4cHPvnkE5SXl+O7776r1TJ5t2OJRIKMjAzK8q7HKFBoYxUVFXj33XfRpUsXeHh4IDQ0FM8995xaNJ4Q0vBo1igEgN69e0MkElGgkJBGhF9EG5JRCABdunRBv379sHXrVqSnp1uyaYRokcvlqKysBGOsTtSLS0pKQnBwMICqYDvdlDZMRUVFwv8fO3bMhi0hpOHggUI3Nzc88sgj8PPzw8GDB2u1TB7D6NSpEwDKKqzPKFBoYyUlJbh8+TL++9//4uzZs9i2bRtu3bqFcePG2bpphBA90tPTkZubW6tl6Moo9PDwQNu2bXH69Gkwxmq1fEJI/cAfGhgaKASAV199FXK5HOvWrbNUswjRSTUQl5OTY8OWVP12srKyKFDYCFCgkBDz412PXVxcIBaLMXjwYFy9ehUZGRkmL5MHCnkvKQoU1l8UKLQxd3d37N27FxMmTECrVq3Qq1cvrFy5EpcuXap1jQBCiGUMGzYM06dPr9UydAUKgaoT64MHD+j3T0gjYWzXYwB47LHHEBISgjVr1qC8vNxSTSNES10KFPKBTHigkLoeN1w88wkAzp07R98zIWZQWFgIJycnSKVSAFUDBgHA4cOHTV4m73pMgcL6T2rrBphbXFycMEiANTg4OKBNmzZmXWZ+fj5EIhE8PDzMulxCiHkkJibWupg2f79mFlFkZCTWrVuHU6dOITQ0tFbrIITUfcZ2PQYAqVSKmTNn4p133sFvv/2Gp59+2lLNI0RNXQwUhoSEAKj6DfGbVNKw8P3O19cXmZmZOHv2LAYNGmTjVhFSvxUUFMDNzU34N/9NHT58GJMmTTJpmampqZDJZOjatSsA4N69e7VvKLEJyiisY8rKyvDf//4XEydOVPvhEkLqBsYYSkpKkJycXKtC7tVlFALA6dOnTW8kIaTeMCWjEACee+45ODk5YdWqVVSqgFhNXQwUNm3aFAB1PW7IeEbhyJEjAVD3Y0LMoaCgAK6ursK/Q0JC0KJFCxw6dMjk64oHDx4gMDAQISEhkEgkFCisxxpcRqG5s/vMbfPmzZg1a5bw7127dqFfv34AqgY2mTx5MhhjNJohIXVUeXk5GGOorKxESkqK0OXJWDxQ6ODgoDa9efPmaNKkCQ1oQkgjwQMbmg8NauLp6YlnnnkGa9aswenTp4WHDIRYkqUChXl5eRg1ahQ+/fRTDB482KD38BId1PW44eM1Cvv374/t27fj33//tXGLCKn/CgsL4ePjozZtyJAh+P777xEfH48WLVoYvczU1FSEh4dDKpUiODiYuh7XY5RRaGWPPvoozp8/L/x169YNwMMgYWJiIvbu3UvZhITUUao3STybwRT6MgpFIhEiIyMRExOD/Px8k5dPCKkfTM0oBCA8ePz666/N2iZC9KkuUJieno4rV66YtNyrV6/iwoULOHTokMHv0dX1uLy8vFbZ/qRu4hmF7u7u6NevH9UpJMQMNLseA7WrU1hRUYGMjAwEBAQAAJo1a4b79+9Tr4d6yqKBwuXLl2Pw4MEIDg5GixYtMGXKFNy+fduSq6zzXF1dERERIfw5OjoKQcL4+Hjs27cP3t7etm4mIUQP1QvThIQEk5ejr0YhUNX9mDGGs2fPmrx8Qkj9YMqox1zr1q0xfPhw7Ny5kwZAIlZRXaBw/vz5iIqKUht4wlBpaWkAqjILDZWUlAQ3Nze4u7sDeBhsp+7HDQ//Tl1cXNC/f3/I5XKcOXPGxq2qnby8PMyZM0cYJZY8xBjDhx9+SJmjFsQY0+p6DAADBgyAWCzGwYMHjV4mP44HBQUBqAoUFhYW2rxMBTGNRQOFp06dwgsvvIB//vkH27dvR0VFBcaNG0cncBUVFRWYOHEiLl26hJ9++gkKhQJpaWlIS0uDXC63dfMIIRpUA4WWyCgEHtYppO7HhDR8tckoBIBXX30VCoUCq1evNmezCNGpukDhvXv3UFZWZlKNXVMDharlPyhQ2HDxrseurq4YOHAggPpfp3D16tVYtWoV/vzzT1s3pc7Jz8/H559/TqW4LKi0tBQKhUIro9DDwwPdu3fH0aNHjc7O5kFv1YxCgEY+rq8sGij8/fff8dRTT6FNmzbo0KEDvvvuOyQnJ+Py5cuWXG298uDBA/z9999ITk5Gjx49EBISIvzRYAaE1D2qgcLaZPBUFyjs3LkzHB0d6RhASCNgao1CbujQoWjZsiV++OEHCpAQi1M9B2oGCnmw7/jx40Yv19hAoVKpRFJSktDtGHiYlUtdUhsenqXq7OyMzp07w9XVtV5nmykUCmzYsAEAkJuba+PW1D08MJycnGzjljRcBQUFAKCz3NngwYORn5+PS5cuGbVMfYFCGtCkfrLqYCZ8h/T09NT5enl5OcrLy4V/8/7sCoUCIpFIbV6lUgnGmPBXH5WVlcHPz6/ai6LGeLEjl8shl8sRFxdn66ZYDWMMcrkcV65c0drXSd2i+qAjJiYG0dHRJi2Hn0xv3LgBsVj7mU2bNm1w5swZnD9/HlJpwxp3ivZ30php7v/8AjohIQFKpdKkZY4dOxZffPEFFi9ejHHjxpmzuYSouXXrlvD/ycnJwjmQMYbU1FQAwN69e9X2Q0OO+fya78GDBwadV7Ozs1FeXg5HR0dhfl7X9+LFi8I9B2kY+HEyMTERcrkcHTp0wNmzZ3H69GmtQeHqgpr2+RMnTggPm2/dumXytWRDxUv73Lt3jz4bC+H7X3FxsdZnHBoaCgD45ZdftO5Bqtu3z58/D6AqfhEdHY2KigoAVT2kwsPDLbIdlmBvb49WrVrZuhkWYUzczGp3n0qlEu+++y569eqFtm3b6pxnxYoVWLJkifBvFxcXXLt2Dbdv39baKMYYRCJRve6ey4OdRB3/XORyeaP7fOrz/txYqNZeSktLU3u4YYzS0lLIZDLhJKqpXbt2uHTpEmJjYxvsyYr2d9KY8f2fZwGKxWKTjydDhgzB6tWrsW3bNowePdpsbSREE8/0sbOzQ35+vrDPFhYWCv8fGxuLgoIC2Nvbq723umN+RkYGgKqkAkN+B7z0h4+PjzC/nZ2dUcsg9Qe/9pJIJCgvL0enTp1w6tQpXLp0SRgYsi7St8//9ttvEIlEYIwhLy+P9lcNPOifk5ODoqIi4bcNAJs2bYJEIsFTTz1lq+Y1CDxRyd7eXmv/a9GiBRwcHHDmzBlMnjxZ5/t17ds8M9zd3R3l5eXCuAtJSUn1ah+vqKjAzZs3bd0MixCJREIguCZWCxTOnTsXcXFx2Lt3r9553nzzTcycOVP4Nw8StWjRQitiXV5ejuTkZMhksjr5JImYTiKRQCaTISwsTOsis6FSKBSIj49HREQEJBKJrZtDqqFadDozMxPdu3c3KSvO3t4eTk5O6NGjh87Xs7OzsWnTJuTn5+udp76i/Z00Zpr7v4uLC4Cq2qR8UAZTjBkzBv/73//QqlUrnV2JCDGH7du3AwCaNm2KnJwc4fzEb6pcXFxQVFQEpVIpvGbIMb+srEz4ryHnPN4lsXfv3sL8POM/NDS0wZ03GztemiEqKgoymQwikQirV69Genp6nfyuq9vnExIScPbsWYwePRp79+6FRCKpk9tgSzyoxBhDYGCg0IUVAB5//HHI5XIsW7aMriFrgfdabNu2rc79r3///jh69CjatWunNthadfv2mjVrAADDhg2Dq6srGGNwcHBASUkJ7eN1BE/GMoRVAoXz5s3D/v37sWfPHmEUHF3s7e3VAkN8NB6JRKJ1Iy4WiyESiYQ/0nDw71QsFje6E4BEIml021zf8JsZLy8v5OTkoLCwUG85hZqW4+joqPf75gOanDlzBrNnzza9wXUY7e+kMeP7P69X6urqWqvfQ8uWLQFUFQ3v0qWLWdpIiCa+vwYHB+PevXtgjEEqlSIzMxPAw4D1iRMnMGjQILX3VnfMT09PB1BVr41f41eHP7Rr1qyZsEwedC8rK6NzSwNTVFQEmUwmBAy7desm1Cmsy9+1rn3+hx9+AGMML730Es6cOYP8/Pw6vQ22wK+1garfOu+2WlBQgOzsbABVmcudO3e2RfMaBJ4d7u7urnP/GzJkCP755x+cPn0aw4YN03pd176dlpYGFxcXeHh4CNNCQ0Nx//592sfrCGN6a1p0MBPGGObNm4fdu3fjr7/+MjjNkRBC6ip+k9S6dWsAD+uoGKukpETtCZ0mT09PtG3bFqdPn250XfAJaUyKi4thZ2en1rXKFPxGKj4+3hzNIkQn3lWejzbMB2Lg9QlHjhwJJycnnDhxwuBlVlZWCoFGhUJh0KA8vOux6qjH/JxKg/o0PMXFxXB1dRX+LZVKERUVhfPnz9er71sul2Pjxo1o3rw5hg4dCg8PD61BgcrLy9G1a1esX7/eRq20PdXvlP/WAfVBMU6dOmXVNjU01Q1mAlQFCgHg8OHDBi8zJSVFGMiECwsLq1UNZmI7Fg0Uzp07F9u2bcO6devg4uKC9PR0pKenCzfahBBS3/CLFx4oVL2AMUZpaWmNZRP69OmDBw8e1Gp0ZUJI3VZaWgpnZ+daL6dFixYAKFBILKu4uBgikQiBgYEAHo58zDMCQ0JC0Lt3b5w5c8bg7k0ZGRlqD8QMGQU2MTERYrFYaAcA4XfUGAcCbOgKCwuFjFGuf//+qKiowJkzZ2zUKuPt3LkTGRkZeOGFFyAWi+Hp6ak1qGVycjKuXbtWr0d1ri3V37DqyMeqgcKTJ09atU31WU5ODr766isoFAphGq/7qS9Q2L59e/j5+eHQoUMGryc1NVWr92izZs0gl8uFh0mk/rBooPCHH35AQUEBxowZg9atWwt/O3bssORqCSHEYvjFCw8UmhrE412PqxMZGQmAnpoS0pAVFxdXm11sqIiICAAUKCSWxbPhfXx8ADwMFPKbQH9/f0RFRaG0tBQXL140aJk8yMjLDxkSKExKSkJgYKBaJi4FChuuoqIirQcqAwYMAAAcO3bMFk0yydq1a2FnZ4dp06YBqOo9orm/8661/L/WcPv2bbUgkq3VFCi0s7PDyZMnqceNgX755RfMnz9fLfhcU0ahWCzGoEGDcOXKFSHjuzolJSXIy8vTyijkAzIak5lI6gaLBgpzc3N1/tEoRYSQ+spcgcKauh4DD+sUnj592qR1EELqPkOOBYbw8PCAj48PBQqJRRUXF8PZ2VkYzVIzo7BJkyaIiooCABw/ftygZfKRMnmdTT7iaXWSkpLUuh0DDwOF9akrKjFMUVGRWtdjAOjUqRPc3NzqTebdjRs3cOzYMYwbNw6+vr4AqgKFJSUlatm3WVlZAGBQcMYc4uPj0b59e2Egirqgpq7HI0eOREpKisnlfxobfoxVzerjgULN35UqY7of87qxmoHCSZMmwdXVFUuXLqXux/WMRQOFhBDS0PBAIe/mZ2qgsLS0tMaMwrCwMPj7+1NGISENmLkChUBVVuGdO3fMsixCdOGZXXwQLx4o5EXsXVxc0LNnT8hkMoMDhTzIyB/A1ZRRWFZWhvT0dK1AIT+nUqCw4SkqKtLqeiyVStGvX796U6dw3bp1AICXXnpJmMZ/R6r7PA8UWiujMDExEYwxHDhwwCrrM4Tq96mZUejg4IBx48YBoO7HhuL7VEZGhjCtpq7HADB48GAAhgUKeRBStRwEUDX448svv4ybN29Sr9J6hgKFhBBiBB4o9PT0REBAgEmBQsaYQTUKRSIRIiMjce3aNeHJHyGkYeEZWuYQHh6OjIwMOl4Qi+Fd5b28vACoBwqbNGkCAHBwcEDPnj1x6tQpVFZW1rhMfoPJA4WaNds08cCBvoxC6nrcsDDGdAYKgYd1Cut6z4uSkhJs2rQJbdu2Rd++fYXpfHRY1UAhDxDy4I6l8fPFmTNn6kxXXh4oDAoKUgsU3r17F82aNUO/fv0AUGkeQ/HsVP5QBqi56zFQVXO2RYsWOHToUI37Bs8o1AwUAsDrr78OR0dHLFq0qM7sY6RmFCgkhBAj8BsQZ2dnhISEmDSYSUVFBZRKZY0ZhUBV92OlUomzZ88avR5CSN1n7oxCgOoUEsspKSmBs7NztYFCAOjXrx8KCwtx5cqVGpepmVFYU6CQn3dDQkLUplOgsGEqLS2FUqnUGSgcOHAggLpfp/C3335DXl4eZsyYAZFIJEznGYWq+zwPEJaWllolU5IHjLKzs3Hr1i2Lr88Q/DfcqlUrZGdno6SkBAqFAgkJCQgLC0NISAiCg4Mpo9BAPPismVEolUqF2rD6DBkyBImJiTX2VqguUOjn54cXX3wRV69exZ49e4xtPrERChRa2ZIlSxAZGQkvLy8EBQVh/PjxuHnzpq2bRQgxUHFxMcRiMWQyGYKDg5GWloaysjKjlsEvgAwJDvA6hfTUlJCGhzFmtsFMgIeBwtu3b5tleYRo4hmwqoFCuVyO7OxstUBh//79ARhWpzAtLQ0ikUgo6VFT12MeKKQahY0D7yKpq5ZafalTuHbtWjg5OWHKlClq03V1PVbtcmyNrELVmqB1ZQRp/hvmA2EkJycjJSUFcrkczZs3B1B1fRwbGys8rCD66et67Obmpha41sXQ7sc8M1yzRiH35ptvQiaTUVZhPUKBQis7fvw4XnnlFRw/fhx79uxBZWUlRo8eTRc1hNQTpaWlcHJygkgkErIZjM0qLC0tBQCDMgo7d+4MR0fHOt+thhBivIqKCigUCrMFCnmghTIKiaXo6nqsOpAJ17t3b0gkEoMCOOnp6fD19RUGeKgpo5CX/NAMFMpkMojFYrqmbmCKiooAQGeJBolEUufrFEZHR+P8+fOYNGkS3N3d1V7T1fVYNThojTqFqqUq6sq1Jv8u+QBHycnJuH//PgAIgULehbuutLku09f1uLpux9zAgQMhFotx8ODBaufTN5gJFxQUhGnTpuHcuXM0AnI9QYFCK/v7778xdepUtGvXDp06dcL69euRmJiIS5cu2bpphBAD8G5XAGodKKypRiFQdePTo0cPnD171qBaT4SQ+oPfDJmzRiFAgUJiGRUVFaioqICzszPs7Ozg6uqqN1Do4uKCrl274uTJkzWOdJmWlgZ/f3+d2VW66Ot6LBKJ4OzsLJxjScPAA4X6RmcdMGAAKisr62zAaO3atQCAGTNmaL1WU0ahNUY+5oFCBweHOtN7paSkBA4ODsJvPDk5WRjxWDWjEKABTWoil8uFrFHVjMKCgoJqRzzmPDw80L17dxw9ehQKhULvfKmpqfD29q723mbu3LmQSCRYtGiREVtAbEVq6waYW1xcnNHdAGvDwcEBbdq0Mfn9/IfLTxSEkLpNtZsgv4AxdkATY7oeA0BkZCT+/fdfxMTEoEuXLkatixBSdxl7LKiJu7s7fH19aeRjYhGagW1vb2/k5OQIXc5UA4UAEBUVhfPnzyM2NhZ2dnZ6l5uWloY+ffrA0dERMpnMoBqFLi4uQjaWKmdn5zqbWUZMwwOFumoUAlWBQgA4evQoHnnkEau1yxD5+fnYsmULunfvjq5du2q9XlNGoTW6HvNA4YABA7B//37k5OQIGcO2wkscNG3aFEDVb76iogLAw0Bhu3bt4O7uXmeCm3WVauA5IyMDSqUSYrEYhYWF8Pf3N2gZgwcPxrlz5xAdHa33PiQlJUVvNiHXrFkzTJkyBT///DNOnjypNrAPqXsoo9CGlEol5s6diz59+qB9+/a2bg4hxAAlJSVCl2FTA4X8YYYhXY8BqlNISEPFAxrmChQCVXUKKaOQWIJmoNDT0xO5ubk6MwqBqkAhUH2dwqKiIhQXF6NJkyYQiUTw8PAwqOtxcHCwztpaFChseGrKKOzUqRPc3d3rZJ3CLVu2oKSkRGc2IQAhIKe6z2dnZwuBdWt0PeZJK8OGDQNQN+oU8kAhLy+QlJSklVEokUgQGRmJCxcuWDVJqL5RzUqtrKwUgtKGdj0GqgY0AYBDhw7pfJ0xhpSUFJ0DmWiaP38+RCIRFi9ebNC6ie00uIzC2mT3Wdvs2bNx/fp1HDlyxNZNIYQYqLS0VHgCZ2qg0JgahUBVrSegKlA4a9Yso9ZFCKm7VEdRN5eIiAicPn0aeXl5OjOuLEGhUEAsFtdYFJ3Ub5qBbS8vL8THx+vNKOzbty9EIhFOnDghFMTXlJaWBgDCedXDw6ParseMMSQlJQmDpWhydHSkQGEDwwcz0Xec5HUK9+/fj6KiIr2Zh9bGGMO6devg7u6OJ598Uuc8ml2PFQoFcnJy0KpVK8TFxVml63FhYSGcnZ3Rr18/AFU1/0aNGmXx9VaH997hXVmTk5NRUFAAf39/tf2gT58+2LdvHy5evEjZaXrwrFQvLy+hVISbmxtKS0sN6noMVN2HODo64vDhw5g7d67W6/n5+SgtLa0xoxCoqjs5YcIEbNu2DRcvXkS3bt2M2yBiNZRRaCOvv/469uzZg507dwpp1YSQuk+167GHhwfc3NxMrlFoaBaRp6cn2rZtW2fr7xBCTGPursfAw5GPrZlVOGPGDISGhuKff/6x2jqJ9WlmFHp5eaGwsBDJyckAtAOFHh4e6NixI06cOKF3lEseKOTv9fT0VBuFVVN2djZKS0u1BjLhqEZhw8P3u+oCgHWxTuHly5cRGxuLZ555Ru8x3tnZGVKpVAgU5uXlQalUonXr1gCsl1Ho5uaGDh06wNnZuU5kFJaUlAgDBzZt2lTIKOTZhBwPDlKdQv14sLldu3YAqrof8+C7oRmF9vb2iIqKwsmTJ4XrFlV8IBNDMgoB4O233wYAqlVYx1Gg0MoYY3j99dexc+dO/O9//0NpaSkSExOrLQ5KCKk7+MULFxwcbHKNQkMGM+H69OmD5ORko9dFCKm7zD2YCfBwQJPbt2+bbZnVKSgowNatW5GWloYxY8ZgwYIFQi0p0rBoZsDybpNxcXGQSCTw8fHRek9UVBQyMjKQkJCgc5nGZhTyB3PVBQopo7Bh4UGN6rKfeJ3CY8eOWaVNhti2bRsA4IUXXtA7j0gkgqenp9D1mGd/hYeHQywWW61GoZubG6RSKXr27Ilz587Z/BjOux4DVb/1e/fuIT09Hc2aNVObr3v37rCzs6PSPNXg+xAPFKanpwt1KQ0NFAJV3Y/lcrnOz9rYQGGHDh3w2GOP4a+//kJMTIzBbSDWRYFCK5s9ezY2b96Mn3/+Gf7+/igrK8ONGzdw6dIlteHpCSF1j1KpRGlpqVqgMDQ0FElJSTWO6qjK2K7HQNWAJgDVKSSkIeFP+s1ZOL5FixYAYLUBTfbt2we5XI633noL3bt3xxdffIEhQ4boDQyR+kszs4vvt7GxsfD394dYrH1bwesUXrx4UecyeX1D3mXNw8MDpaWlKC8v1zk/f1imL1BIXY8bnpoGMwGAjh071qk6hZmZmTh48CCioqLQtm3baudVDY7zDEJ/f394eXlZNVAIVF1rlpaW4urVqxZfb3VUA4VNmzYVahBqZhQ6OjqiW7duOHXqlFHX4Y2JZqBQNaPQ0K7HAITyEYcPH9Z6jQcKDel6zL377rsAgCVLlhj8HmJdFCi0sjVr1iA/Px+PPPIIWrRogUGDBmHMmDHYt28fbt++jfv376OystLWzSSE6KCry3BISAjkcrlws2MIYwczAR4OaFKXutUQQmqnpuwoU1i76/HOnTsBAK+99hqOHj2KN998E2fOnEGPHj2E10jDoKtGIVAVaNDsdszxumf6AoWaGYW8Zpu+AU34b4bXCNbk7OyMiooKm2dEEfPhQY3qAoW8TuGFCxeEwKIt/fzzz6ioqKg2m5DTlVHo7e0NHx8fqwUK3d3dAdSNh9IKhQJlZWXCcUa1RFdYWJjW/H369EFeXh5iY2Ot1sb6hO9DPGCdnp5uUqCwQ4cO8PX11Tm2Aq9Ta2hGIQB069YNw4cPx2+//YabN28a/D5iPRQotDK5XK7zb/78+XBzc0N2djZiY2Or7XZBCLENXfXE+A2+MV2CTalLFhYWBn9/f8ooJKQB4bXdzBkodHV1hb+/v1UChWVlZdi7dy969eqFwMBAyGQyLFmyBH/++SckEgkmTJiAN954g0akbCB4AEaz6zGgXZ+Q8/X1RZs2bXDx4kWddQo1axTyAXj0XQcb0vUYgM46WqR+MqRGIfCwTqGtr5OUSiU2bNgAT09P/Oc//6lxfj56OPAwo9DHxwc+Pj4Wr1GoVCpRWFgoBIx69eoFkUhk04fSmiUOVH/rmhmFwMM6hbb+3usq3nOBD/iakZFhUtdjsViMQYMG4fLly1rHZ1MChUBVViFjDF988YVR7yPWQYHCOsLe3h4REREIDQ2FUqnE3bt3cffuXXoiSkgdomuEUlNGPjal67FIJEJkZCRiYmKEJ4GEkPotKSkJdnZ28PPzM+tyIyIirBIoPHz4MIqKijB27Fi16aNGjcL58+cRFRWF7777Dv3798etW7cs3h5iWfpqFAL6A4VAVVZhenq6zu7o6enpcHR0FG5YeaBQX0ZhYmIiRCIRgoKCdL7O20bdjxsOQ7Of6kqdwoMHD+LevXt4/PHHIZPJapzfw8MDJSUlKC8vF7K/fHx84O3tjezsbIt2qS0qKgJjTMgo9PDwEAbP0zcAkaVp1u5VzSjUFSjkWZA0oIluWVlZ8PLygre3N2QymVqg0JiMQgB45JFHAADnzp1Tm/7gwQOIxWKjr2X69OmD/v3749dff8X9+/eNei+xPAoU1iEikQg+Pj5o166dUK8iNjYW2dnZNjtYE0Ie4hcvqgG+2gQKjRnMBKg6oSqVSpw9e9ao9xFCbCs3NxebN2/WOpcnJSWhadOmOmu71UaHDh2Qk5ODF154waLd8HjXYs1AIVB1c7d//34sWLAAV65cQe/evbF582aLtUVTUlISduzYYbX1NTSVlZWYOHEifv/9d2GarlGPOd51WBee8XPixAmt19LS0tCkSROIRCIAhnU9DggI0BuA4ednChQ2HPwYVlMvjI4dO8LDw8PmdQrXrl0LkUiE8ePHGzQ/3+dzc3OFDEJvb2/4+vpCqVRatJcZH2FcNbMsMjISDx48ELJ3rU2zxAEPFMpkMp0Zaz4+PmjdujVlFOqRlZUFHx8fiEQi+Pn5qXU9NiajEHhYp1BzZOzU1FT4+/tDKpUa3b53330XCoUCy5YtM/q9xLIoUFgH2dnZITw8XKjDcP/+fWRkZNi4VYQQfTUKAdMChcZ0PQYe1incvn07Ll68iLi4OL0F3wkhdceiRYswbdo0rTptycnJZu12zH3wwQcYMWIEfv75Z/Ts2RPR0dFmX4dCocDff/+Ndu3aCQOoaJJKpVi4cCH2798PV1dXTJs2DXFxcWZviy7Lly/HxIkTrTb6c0Nz+/Zt7NixA3/88YcwTV+NQqD6Iva8TqGuQGF6erpakNGQrsfV/Wao63HDU1RUBBcXlxofqEgkEvTt2xcXLlyw2bVRcnIy/v77bwwbNkxv1qsm1UChZkYhAIvWKdTVBZVn6Nmq+7HmAwn+ew8NDYVEItH5nr59+yIhIcFmwc26LCsrC76+vgAAPz8/k7seA1X3PGFhYbh06ZLa9NTUVKO7HXODBw9Gz549sXHjRmFQFFI3UKCwDvP09ES7du0gEomoqyEhdYCurscBAQGws7OzeNdjAOjcuTOcnZ2xfv16REZGolOnThg3bpxRyyCEWN8///wDAGoFu4uKipCbm6vWrcpcfHx88Oeff2LZsmVISEhA//79ce3aNbOu49SpU8jMzNSZTahp4MCB+PzzzwEAN27cMGs79OEDTGlmPhDD8IEBVB9Um5pRGBQUhODgYBw/flxtukKh0Bso1JVRWF5ejtTUVAoUNjI8UGiI0NBQKBQKi9f20+eHH36AUqnEiy++aPB7VLNos7KyIJPJ4OLiAh8fHwDWCRTyrseA7QOFmtfa7u7uCA0NRZcuXfS+hz9Ip6xCdUqlEtnZ2ULQuUmTJkhPTxcySY3tegxU9VhISkoSag8rlUqkpqYaNeKxKpFIhHfffRdyuRwrVqwwaRnEMihQWMdJpVLY29tTIXBCTPDLL79g0KBBkMvlZlmeZjYFUFXct2nTplYJFMpkMuzZswfLly/HJ598gpCQEFy/ft2oZRBCrOvBgwdC0EW1bqAlBjJRJRaLMXv2bOzbtw9yuRxvvfWWWcuYVNftWBeeXWOtjAGekaZZS4kYhu+zPOAKaN/A8wAHUH1GIVA1wuXdu3fx4MEDYVpWVhaUSqXae6sLFPL36hvxWLVt1PW44TAmUMj3yZycHEs2SaeKigr88MMPCA4OxogRIwx+n2bXY95N1JqBQtXMsvDwcPj5+dWZjEKgqv7g6tWr9b6nsQ1ocvHiRYO+n9zcXCgUCrWMQrlcLlx/GJtRCFSNnqxUKoUHn1lZWaisrDQ5oxCoqmvcsWNHrF27Vhh8hdgeBQrrAQcHB5SXl1u0mC0hDdHevXtx8uRJsxXR5zdJmgG+kJAQo7o7mBooBKqe9L766qt4++230aFDB2RkZFR785+RkYH9+/cbvR5CiHkcOnRI+H9rBgq5qKgoTJs2DUeOHDFbzb6ysjJs27YNzZo1Q+fOnQ16Dw8GWStQyAMFVNPVNIZkFEqlUiETqbqMQgDo2rUrAKhlFfIRj1XfW12NwppGPAaoRmFDZEygkGe56qtxaUm7d+9GSkoKpk+frreLrC6q3e1Vs794oNCS2ZG6ahSKRCL07t0bV69etWiNW310PZT38/OrNvutefPmCAgIaDQDmrz44osYNWqUcAzVR7UrOwBhsBF+LWJqoBB4eI7gD3BMzSgEHmYVlpaWYuXKlSYvh5gXBQrrAXt7ewCgWmSEGImfQO/evWuW5enqegxU3bTk5eUJT2YNWY5YLDZoNLzq+Pv7o7KystoL4uXLl+PRRx9V6/JICLEe3u3Yzc0Nd+7cEabzQKEluh5r+uSTT+Dm5ob58+ebpUvmTz/9hLS0NMycOVMYhKIm1s4o5MfFmJgYChqZgN8E5uXlCdefum7gVbu0Vadbt24A1OsU8ox41VpuqtlVmnjmPnU9blyMCRTyoJstMgp5Pc/nnnvOqPdpdj3mQR3+X0tmWOmrVRcZGQmFQoHz589bbN366MoorIlIJEKfPn0QExMjBD8bKsYY7ty5g+LiYnz66afVzssDhTyjkD+U4dcihv6uVPFAIa83nJqaCgAG1+TU5/HHH0fr1q2xevVqiw7gQwxHgcJ6gI+MSoFCQozDT17mDhRqDkLCu0ElJCQYtJyysjI4OjoafIOtDz/xVzfYEb+xaixPWQmpS5RKJQ4dOoTOnTujU6dOiI+PFzKADcmOMhc/Pz988MEHSExMxJdfflmrZVVUVGDZsmXw9vY2qg6Xi4sL3NzchOOypfFAgUKh0Cq8Tqonl8vVBoHh55iSkhI4OjqqDSrh5eUFd3f3GjPkAwMD0bRpU7URaVevXg17e3uMHj1amObq6gqRSKTzRtGQ3wwFChuewsJCg2up8YxCWwQaHjx4AB8fH6Mzq3hwMzMzE3l5eVbNKNRVoxB4WPPPFt2P9T2Ur0nfvn3BGGvwdWkzMzOFnkkbNmyoNhGAB5k1MwrT09Ph6upa4wBBukREREAqlWoFCmuTUQhUlUt5++23UVhYiG+//bZWyyLmQYHCeoAHCqlOISHG4RmFqlk8tVFToNDQ7selpaUmdTvWxE/41T1t5q+ZWrflzz//NDgASghRd/nyZWRnZ+ORRx5BREQE8vLyhJs+a3U95l555RW0bt0aX3zxRa1+01u2bEFCQgJmz55t9I1cQECAWo06oOrmumPHjma9Ia2srER+fr6Q5Ubdj41z+/ZtVFZWCtefvE5hcXGx1nf+3nvvGRR8FolE6NevH27cuIGMjAycPXsWZ8+exZQpU4SHXkDVzaKHh4fOrCB+jqUahY1HZWUlysrKDD7W2DJQmJaWVmNmrS48o5Bfq2pmFFqyRqG+QS26dOkCmUxmk0ChKRmFQOOpU8jP32PGjIFCocB7772nd17NrseqZR5MGcgEqKqXHhISImSd814CtQ0UAsDEiRMRFhaGb775xmoDuWZnZ2PUqFFYtWqVWes4NwQUKKwH9AUKk5OTa6xNQEhjVVRUJNRWsVZGoaEDmpSWlmotwxT85kq12Lwm/popF05ZWVl48sknsWjRItMaSEgjd+DAAQDA0KFDER4eDuDhzWBycjJcXFy0Mjksxc7ODsuXL0dZWRneeecdk5ahUCiwdOlSuLm54ZVXXjH6/UFBQVoZhSdOnMCNGzewbds2k9qkC+92PGTIEIjFYgoUGol3CeZZRdUFCkeNGoWpU6catNx+/foBqMpw//rrrwEAr732mtZ8np6eejMKnZyc1EZb1sQfwlFGYcPAr+MMDWrYcjCT2gYKeRYvzyh0cnKCg4ODRQOFPBijeR5ycHBAt27dcObMGavXyDc1UNihQwe4uLg0+EDh/fv3AVQF1caOHYudO3fqDehqdj3mCQaA6YFCoGrAm3v37qGkpEQIFNZmMBNOKpVi/vz5yM3NxRdffFHr5Rli27ZtOHjwIObMmYPHH3/cor+3+oYChTawZs0adO3aFd7e3vD29kZUVBT27dund36pVAqpVKoWKFQoFEhPT0daWhoNckKIDqo3o+YKFOqqzwQYHygsKSkRHgDUhiEZhbzLWHx8vNF1bvh7+UWJqieffNKoboeENEYHDx6Ek5MT+vTpg4iICAAPA4VJSUkIDg6udQkCYzzyyCN47LHH8Mcff+Do0aNGv3/Hjh24desWXnnlFaG7nDECAgJQUFCgViD/3r17AMyb9ceDBE2bNkWHDh1w9uxZyhQwAs8UGThwIICH54Li4uJaPeSKiooCAGzevBnbt2/H0KFD0a5dO6353N3dddbeTUxMrPE3QxmFDQs/Vhg76rG1Mwr5w+maBvXRxdnZGXZ2dsIAEzz7SyQSwdfX1yoZhboGtYiMjER+fr5wPLAWfdfaNZFKpejduzfOnTsHuVxuiabVCTyjsFmzZvj0008hkUjw7rvv6jzHVZdRaMpAJlxERAQYY7hx4wZSU1Mhk8mEAHdtPf300+jQoQMWL16MH374wSzLrM6OHTtgb2+PSZMmYc+ePejevbtaiYzGjAKFNhAUFITPPvsMZ86cwenTpzFw4ECMHz9eeIKrCx/5mOMHUYVCYbXUXNJ4KJVKfPrpp/V6AAzVbNuEhARUVFTUepm8JojmxQvvOmhooJDXKKytmmoUVlRUICcnR6hBYmwXEn6zrbldjDHs27cPmzdvbvBFowkxVVFREU6dOoUBAwbA3t5eLVDIGENycrLVuh2rWrp0Kezt7fHmm2+isrLSqPd++eWXcHJywuzZs01aN884UO1+zB9EXL58WTjG1hYPEnh5eaFXr15IS0szamT6xi42NhZisRj9+/cH8DCjsKSkxKTi91yLFi3g7++PnTt3QqFQ6N2PPD09tQKFjDEkJSVV2+0YoBqFDQ2/xzE2UGjtjEL+GzElUCgSieDp6SnUC1QNuHh7e1u8RqFYLNaZvRcZGQkAVq/5Z2qNQqAqC7q0tBSXL182c6vqDh4oDA0NRatWrTB9+nScOnUKu3bt0ppXs0ahp6cnpFIpgNoFCnkPievXryMlJQWBgYFme+gpk8nw999/IywsDDNnzsT27dvNslxdMjMz8e+//2Lo0KH4+eefsWHDBuTn51t0nfUJBQptYMyYMRg5ciRatGiBli1b4pNPPoGLiwvOnTun9z329vaorKwUgh2qT+PpRp2Y2/Xr1/Hxxx9jyZIltm6KyXigMCgoCJWVlQYH8aqj7+LF0dERfn5+da5GIZ/Ob/aM7Y7Bn0QmJyerPalMT09HWVkZKioqhBFdCSHqjh07hoqKCjzyyCMAHl5Yx8fHIz8/H6WlpVYZ8VhTWFgY5syZg+vXr2Pt2rUGv08ul+PSpUsYNmyYWk05Y/BAoWrGN88orKysRHR0tEnL1cSDBF5eXujZsycAqlNojNjYWISFhQlBOf4wqqioyKSbd47XKQSA1q1bY9iwYTrn4zUKFQqFMC03NxfFxcU1Btcpo7Bh4d+joYFCmUwGFxcXnRmplsQDhaZ0PQaglqHNgzpA1QNhS4967ObmpjPI07t3bwDWH9DE1K7HwMM6hQ15AL+EhAQ4ODgIQen33nsPzs7OWLBggdbDv6ysLDg7Owv3HGKxWLh3qG3XY6DqXJGammqW+oSqAgICsGfPHvj5+WHq1Kkm9YAwxK5du6BUKjFu3DgAwDPPPIPz589j8eLFFllffdPgAoWSxx+HtFMnq/1JHn+8Vu1VKBTYunUriouL0atXL73zaY58XFRUBLFYDHt7e+Tl5VGXGmJW/Cbu+PHjNm6J6XigkF80mKP7cXXdIYKDg43qemyOGoU+Pj4QiUR6Mwr5hWv//v3h4eFhckZhWVmZWtcX1e3cvXu3sc0mpFE4ePAgAAiBQmdnZwQGBiI+Pl44PtkioxAA5s+fj6ZNm+LDDz80uFtbQkICGGMICwszeb26Mgrv3bsHiUQCwHyZK/zY5enpKVxbUaDQMOXl5bhz5w7atGmjNkImUPuux8DD7syvvfaa3gwUnhWm+iCcn3dq+s3w9lFGYcNgbEYhUPWAwNoZhfyYbkpGIfBwnwe0MwqLioosNqBlQUGB3jq5/v7+CA8Pr1eBwp49e0IikTToQOH9+/cREhIiHD+bNGmCN954Azdv3sTGjRvV5s3MzNR6sMeP67XJKAwODoZMJsPVq1eRkZFh9kAhUPVQ8++//4ZEIsFHH31k9uUDwPbt22FnZ4cxY8YI0yIiIsxSHqohaHCBwvoiJiYGnp6ecHFxwauvvorffvsNbdu21Tu/6oAmSqVSKCjt4eGBiooKuiAiZsUDhQkJCfV2xFu+DeYMFJaUlEAqlcLOzk7rtZCQEKSkpBhUF6W0tNQsJyGJRAIfHx+9T5t5ADEgIAC9e/fGxYsXjbrYVO3uwkdoBaC2T+zbt8/o7ouEWFJWVhZiYmJs3QwcOHAATZs2RevWrYVpERERuHPnjs0Dhc7Ozli8eDHy8vKwcOFCg97DuwjXJlAYFBQE4OHxuaKiAklJSRg0aJBZBx1R7XrcokULeHp61ttA4Y0bN6zac+TmzZtQKBRo27YtZDIZPD09kZGRgcrKSsjl8lplFALAc889h99//x3Tp0/XOw8PXKhmhfGM/Zp+MzKZDFKplDIKGwhjaxQCVdl51q5RWNuMQn2BQp5daKnux/n5+dVmlkVGRiI+Pl7vA2lLKC4uhlQqhUwmM/q9zs7O6NKlC06dOtUgk2gYY0hISECzZs3Ups+ZMwd+fn74+OOP1Y592dnZahmqwMNgdm0ChVKpFC1btsSJEyfAGBPO7ebWsWNHREVF4fz582YPlufm5uLw4cMYPHiwSTWXG4MGFyhU7NiByitXrPan2LHDpHa2atUK58+fx8mTJzFjxgxMnz692mKxqoHCkpISKJVKtdESqfsxMSfVbmH1taArvxHnozbyAQRqo7S0VO9NUmhoKBhjapkyuiiVSpSXl5ul6zFQ1S1F36jH/MLOz88PkZGRQtdBQ6lemKp2q+aZHY888ghycnKsXr+GkOq8//77iIqKUqvra20JCQm4desWhg4dqpY1FR4ejvz8fNy4cQMAbNL1mJswYQKioqKwfv16g7r88i7CmjcoxuBZB3yUxKSkJCgUCrRv3x7t27c326AjqhmFYrEYPXv2RHR0NKKjo+vVg9WysjJERkZWG1QzN34tyh9e+/n5IT09vVZZPqpkMhkee+wxoXauLjxooitQWFONQt7G+vQ9E/1MzSi0dqCwthmF+roe8/+3VPfjwsJCvRmFwMM6hdbMKiwpKanVcaZv377IysrCrVu3zNiquiEzMxOlpaUIDQ1Vm+7q6or33nsPaWlpWLlyJYCqoGJ1GYW16XoMVJ0jeF1hS2QUcn379oVcLseFCxfMuty///4blZWVeLyWvUMbsgYXKKwvZDIZIiIi0LVrV3z22Wfo2LEjVq1aVe38IpEIZWVlak/XXFxcIJVKrV6LgzRsqoHCEydO2LAlpktLS4OzszPatm0LiURilkBhdd2uDB3QhD8RM0fXY6DqhF9TRqGfn58QMDWmTmFNgcJXXnkFQNXJlpC6IiEhASUlJXoD6Nag2e2Y4wOanD9/HoDtMgqBqnpxy5cvh0gkwptvvlljgI4HCps3b27yOps0aQKRSCQEClWX2atXL6SkpKhlL5tKNaMQeHij0atXL3h4eKBdu3bCug3x66+/GvWQxVxSU1NRXFyMv//+u8aHUOaiGSj09/dHRkaG2QKFhtA1cq2hXY+BqjZSRmHDwL9HY4IafDAc1RqXlsbPN6YGTPg+7+joqHZ9aI2Mwuoyy+pjoNCU6936QnUgE03Tp09HREQEli1bJhyzy8rKtEYjNkfXYwBqPSEtGSjkdW3NfT+6Y8cOiMViPProo2ZdbkNCgcI6gmcZ6SMWiyGTyVBeXo6ioiKIRCI4OztDJBLB3d0dpaWlNs2eIA1LamoqRCIRQkND622dQl5c187ODs2aNTNb12N9AT6e5VBToJBnOZgzozAvL09nl2fVQGGPHj0gkUiMunBSrV2mGihMSEiAnZ0dRo0ahcDAQAoUkjqF77eW7CqVkJBQbeDmwIEDEIlEGDx4sNp0XgD8ypUrAGybUQgAnTp1wowZM3Dq1Cn873//q3bee/fuCecFU9nZ2cHPz09voBAwT51C1YxCAHj99dexadMmLFiwAMOHD8ft27fx119/GbQsuVyO6dOn4+OPP651u4zFs5SUSiU2bdpklXXGxsZCIpGgVatWAKrOHzk5OcIDaXM95KoOz67SlVFoyG/GycmJMgobCFMzChljVu1tlZaWBplMZnIXRv4+zW6iPMhjaC1ZY8jlcpSVlVUbMGrbti3c3NysGiisbS1UHihsiHUKeQkQXedhOzs7fPLJJygqKsLnn38uJBFoZhTyrNfaZhS2adNG+H9ef9gSevToAZlMZtbvs7CwEAcOHMCAAQNMHpytMaBAoQ0sWLAAx48fx/379xETE4MFCxbg2LFjmDx5crXvc3BwEAKFTk5OQvFv6n5MzC0tLQ3+/v4YOHAg4uPjhZu6+iQtLU2oFRMWFoa7d+/WukubOQKFPE3fXIHC6kY+Vg0UOjk5oXPnzjhz5ozBn0NOTo5wo60ZKAwJCYFEIsGoUaNw69Yt3L59u7abQizo2LFjGDJkiNULvNsC30ZLZhSOGDFC7zlboVDg8OHD6Natm9aTfJ5RWFlZCV9fX7MdB2pj4cKF8PLywrvvviv0WNDl/v37aNq0qUl1o1QFBgZqBQqbNWsmBArPnTtXq+UDVZloTk5OQtkWR0dHTJw4EQsXLsSvv/4KsVhscHZCdnY2lEqlTc6Dquv86aefoFQqLb7O2NhYhIeHC58dv6nkmSzWyCjUFyhs0qQJ7O3ta3w/BQobDlNrFAKw6vkuPT1dyJg2Bc9+1jxn8CBGVlYWGGPYsWOH2QImBQUFAKrPLBOLxUKNa2slpNQ2o9Df3x8RERENOqNQXwmQcePGoWfPnli7dq1Ql1cz+MzvjWpbl081o9CSgUIHBwd0794dp0+fNluW8OHDh1FeXo7//Oc/ZlleQ0WBQhvIzMzE888/j/bt22PEiBG4ePEidu/erdVFSZODgwMYY1AoFGonTD6sPXU/JuaSmpqKJk2aICoqCkD9q1Mol8uRnZ2tFigsLS1V61JtCnMGCs01oha/iNSVPZWRkQFnZ2fhgqtPnz5G1W3Jzs5GQEAA/Pz8hO6AjDEkJiYK2zt69GgANY9+vGfPHnTs2LFRBKrqoj///BPHjx/Hzp07bd0Ui7N0RmFycjLu3LmD6OhonQP5XLx4EXl5eTrP6TyjELB9NiHn7e2Njz76CCkpKVi8eLHe+e7du1erbsdcYGAgUlNToVQq1QKFfNARc2UU8htvTW5ubujUqRNOnjxp0EMT/hCGZ/dZE19njx49cOfOHYufi8vKynD37l21G0D+MIp/V7bqepyUlGRwV33qetxw8O/R2IxCAFa9L0pPTze5PiHwcJ/Xl1H44MEDvPLKK5g4cSKeeOIJswTCDQkUAhBqXBtSy9Yc+ICdtdGnTx/Ex8fb5LhtSdV1PQaqSoosWrQIlZWVeOeddwBoZxSOHTsWn332Wa273DZv3ly4l7FkoBCoKh9SUFCAq1evmmV5PIjK73OJbhQotIG1a9fi9u3bKCoqwoMHD7Bv374ag4SAemBB9YQpkUjg5uaGwsJCGn2U1BpjDKmpqQgMDET//v0BoN51P9asFcNH6axt9+PqAoVeXl5wdnZWy7zTtwzAfN23+IWproxCzQtXY2vN8NHSgoODhe3Ky8tDYWGhECgcPHgwHB0da+x+vGfPHty4cUPockmsi9/k79q1y6btKC0txa5duyw2GmFpaanwG7NURiG/wCwvL9eZSfvPP/8AAIYNG6b1mrOzs3BcstQogaZ44YUX0LFjR3z11VeIj4/Xej0vLw+5ubm1GsiECwwMREVFBbKysnDv3j0EBQXBwcEBYrEYvXr1QnR0dK0zV1SzoXWJiopCVlaWMKhMdXhtsPT0dKtfY/GMwnfffRcA8MMPP1h0fTdu3IBSqVQLFPJziDUDhTzThQcKKyoqkJKSYnBwvbFmFCYkJNS767Wa8K7HxnST5IFCaz2YVCqVQk8cU/F9XjOjkAcOV6xYgR9++AHBwcHIzs42SykC3hPNkEAhYLmaf+np6WrZ0uYIFPbt2xdAw6tTmJCQAAcHh2r3taioKIwePVo4f2juU46Ojpg3b16tezRIJBK0bt0arq6ute7GXBNep9Bc2bTnz5+Hi4uLWvdpoo0ChfWIancLzQModT8m5pKTkwO5XI4mTZqgWbNmCAkJqXcZhfwJIs8o5Fk8lgwUikQiBAcHC0/79OGDmZizRiGgP6OQZ4MAxhV4VigUyM3NhZeXF5o2bYqUlBRUVlYK28cDhY6Ojhg8eDBOnjxZ7SiDPPhQU8YlsQw+mM+hQ4eErFZb+OWXXzB+/HgcPXrUIstXLfhuqYxC1a6x169f13r94MGDcHFxEbrSauLdj205kIkmiUSCFStWQC6XY968eVqvm2MgE45nHqSkpOD+/ftqwceePXtCLpfj8uXLtVoHP3bpw28iDbnp4A9hGGMWrXupCz+X9e/fH1FRUdixY4dFR3PVHMgEeJhRyI8h1qhR6OfnB7FYjGvXrgGoyqZijBk04jFQ1cbGmFE4Z84cDBs2zKYDOZmbKV2P+UMCawUKc3JyUFlZKVxzmqK6jEKRSASFQoE5c+YgOjoanp6eWLlyZa27YfIgbHWjHgNVx2WxWGyROoVHjhxBaGgotm7dCqDqOFvbGoVAwx3Q5P79+wgJCamxi/tnn30mjCxvyRp8X375JdauXWux5XORkZEQiURmGdBEoVDgwoUL6N69u1DGjehGgcJ6hGcUOjg4wM7OTu01/iSKAoWktnj3XJ710q9fP9y8ebNOX3i++eabmDRpkvBvvg2qXY8B6MyUMZRCoUB5eXm1Fy+hoaFISkqqNlvKUjUKNW9glUolMjMz1S4QAgMD0axZM4MunPLy8qBUKuHj44OQkBChRhcP9Kl2e3j00UehUCiwb98+vcvjN5l1OVDIL5obGqVSKRTALi0txZEjR2zWFh5otlRmqWrBd0sds1S7xvJABpefn4+zZ89i4MCBWudpjgcK60rXYy4qKgpPPvkkdu/erfVb5vuPuTIKgarstezsbLXgY+/evQFU1dQ0lVKpRG5ubrUZhTxQaMhNh2rw2drd2NLS0uDs7AxXV1c899xzKC8vx5YtWyy2Pl2BQltkFLq7u2PUqFHYt28fEhIShNIXxnQ9rqys1DnIV0N2/vx5KBQKm2eOm1NhYSHs7OwMqk3J6eq6bkn8uFCbjEJe95mfHzipVIqlS5diy5YtWLx4Mdzc3PDSSy8hPj6+1t8zv2esKRvMxcUFHTt2xOnTp83aG4Axhvfffx9KpVLoUlpWVgbGWK2PMy1btoSPj0+DGtCEMYaEhASDzsNt27bF888/D4lEYvADFlNERUVh/PjxFls+5+HhgQ4dOhhcMqQ6169fR3FxMXr27Gmm1jVcVgkUrlu3Dh07dkSTJk3wyCOP4OLFi9ZYbYMjlUrh6emp88mAnZ0dnJ2dUVBQYJVi16Th0gwUGtv9uKKiAosWLcLcuXMt1r1QFWMMW7duxY4dO4SLHn7RZs6ux4Z0GQ4ODkZZWZnObsCcuQOF+jIKc3JyoFAotC5cIyMjcevWrRpH0OM3xzyjEKiqzaarPsrIkSMB6K9TWFZWJgQIa+qabStXr16Fv7+/xbv22UJKSgrKy8sxdOhQADXXk7QkHrzTlYlnDqoZJJbI/pLL5bh06RIGDBgAiUSiFSg8evQoFAqF8Fnrwo9HdS1QCACLFi2Ck5MT3nrrLbUgCw8S8bbXBg8U8gcWqoHCPn36oEmTJli5cqXJDz75dVB1GYV+fn5o1aqVQYFC1eO5tQc0SUlJQUBAAEQiEcaNGwc3Nzds2LDBYufW2NhYSKVStGzZUphmixqFADBjxgwwxrB+/Xrh/GFooJAHPhrTw/OUlBTh2ufPP/+0bWPMqLi42KhsQsD6gUJ+XqtNRmFoaChiYmLw4osvar32+uuvqwVjZs6cCZlMhhUrVpi8PuDh76OmjEKg6tickZFR6545qvbu3Stk6PNrQ54JXNvjjEgkQp8+fXD58uVqB+mqTzIzM1FaWqq3PqGmlStX4vLlyxavH2gtUVFRSE9Pr1XSB/CwVwgFCmtm8UDh9u3b8d577+Htt9/G0aNH0b59e4wfP77aG2mim0gkQlhYmFpXQlXu7u5QKBQNNiuGWIdmoJAXet2/f3+N742NjUW/fv2wcOFCfP3113jw4IHlGvr/0tLShNHg+MFfM6PQyckJgYGBZgkUVnfxwp/aVRcM48ux9KjH/MJV83jBu2PU1IWEB1y8vb2Fm7PExEThhk31CWVAQAC6d++O/fv3o6KiQmtZ9+7dE25s62pG4ebNm1FZWYklS5Y0uFqv/AZ/+PDhiIiIwJ49e6wSxNeFB+8sFSi0dEbh1atXUV5ejqioKLRo0UJrOw4cOAAA1dYdHjduHPr374/BgwebvX21FRwcjLfffhu3b9/GunXrhOmWyCjkmR6qy3RycsLHH3+MzMxMLFq0yKTl82NXdRmFQFW2vOoxTR/VfcoWGYX8XOzk5ITJkycjJiYGly5dssj64uLiEBERoTayNX/YZMg50JyGDRuG5s2b48cffxQy0g3NjOHz8WNfY8D3CalUisOHDzeYAQ4LCwuNDhTyhwTWziisTaAQgNZvT58mTZpgypQpOH36dK26Axva9Rh4mO1tru7HjDF89NFHsLe3h4uLi9kDhUBV5rhCoVArF1Kf1TSQiSY7Ozu0atXKkk2yKmNKhlSHAoWGs3ig8LvvvsPUqVMxZcoUtG7dGsuXL4eTkxN++eUXS6+60aHux8QcNAOFERER6N27N3799Ve9o+UqlUqsXLkSvXr1wpUrV4QLCnONTlWdmJgY4f95l0BdF21hYWG1ChTyi5fqAnz85qS6OoXmzih0cXGBg4ODVqCQ/1szUGhoUWp+c6waKOQZhWKxWCsbavTo0cjPz9eZocNv8oC6GShkjOGPP/4AUHVj2ZCyMYCHmbTNmzfHmDFj8ODBg1rXgDMV/23GxsZaJPudZ8JKJBKLZBTyY0yvXr3Qrl073L17V60W2sGDB9G8eXOt7mOqwsLC8PXXX2vVoqor3njjDTg7Owu/CaDqd+Hg4FDrG2HgYaCQZ2NqZik+88wz6Ny5M1atWqV27DAUDw5Ul1EIGN79WDVQyM+P1lBeXo7s7Gy1z/z5558HYJlBTUpKSrRGPAaqyt2oDnZgjRqFACAWi/HCCy8gIyMDGzZsAGB4RiH//dU286Q+4YHC5557DpWVlTbNHDenoqIikwOF1qpRaI6MQmO9/vrrAFCrrEJDBzMBjB8MryZ//fUXoqOj8dJLL6Fly5ZCeQF+PjXHccZcgaW6gj+wMzRQ2NDwAU1qW6fw7NmzCA0Ntervtb4SMQumFcjlcgQGBuKnn37C6NGjhemvvPIK8vPzsXnzZrX5y8vL1Ua6400bP3681uhl/v7+eO211+Dj41NjQc/GxNwjqtoCYwxZWVn45ptv6nRdPHMrLS01W/CoNu7du4e0tDR069ZNeLJZWFiIa9euwcvLS+vpVHl5OeLj41FQUAB7e3u0aNECIpEIMTExCA4Otnj3upSUFCEw5+HhgTZt2uDGjRvIy8sTApZA1Q1DZmYmevToAalUavR6SkpKcOXKlWq3qaCgANevX0doaKjeVP/09HThZsyQp7iGuHjxIuzs7NCxY0dhWlZWFm7fvo2WLVtqjXh27tw5ODk5oX379nqXmZGRgTt37qB169ZwdnbGxYsX0aRJExQWFqKiogLdunVTm7+4uBhXr15FQECAVtYR/44kEgmUSiV69eqFsrKyOrG/A1U3IjExMfD19UVWVhacnJzUPsv6LikpCcnJyejUqRMqKytx/fp1NG3a1CaDaVy8eFHo0tq1a1ej6k4ZIjk5GUlJSXB0dERpaSl69+5t1muE27dvIysrCz169EBaWhqSkpLQoUMHuLi4oKysDNHR0fD396+xi25dOd7rc+PGDeTm5grHy+joaIhEInTu3Nksyz9z5oxwjad6ruH4sVTXOacmeXl5iIuLQ1hYWLU1w8rLy3Hp0qUav6/r16+joKAAAAz6bmtiaOCDt0/zmHr16lWUlZWhe/fuQrF6c+DHcF3HhujoaGEgri5dugg1s41hyj5fUVGBixcvgjEGkUikdk6vTnXb0lDx656uXbvi4sWLJv126qKLFy9CJpOhQ4cORr3v9OnT8PT0ROvWrS3Usofu37+P1NRUrXOapY/z/Dht6m8yISEBKSkpBr//4sWLkEql6NSpkynNVXPlyhWUlZWha9euuHv3LnJyctC7d28UFxcjJiYGISEhCAoKqtU6eE8jV1dXrQcg9dGDBw+QmJiI9u3bW3yU4ZrY6homOjoajDF07drVpPfzDFNvb2+1EhuNiZOTE/744w+4ubnVeH1s/N2yEbKzs6FQKLRq6vn6+uL27dta869YsQJLliwR/u3i4oJr166htLRUa5RGXuzUVt2n6iqJRILKykooFAqzXkBaE/9ey8rKbDo6py3Uhe3lbeD7EVDVlcXd3R05OTnIysoSugTk5OQgOTkZSqUS3t7eCAoKglgsFjKFCgoKLL5N/AbOwcFBWF9ZWRmkUqnaunlwMD8/36RAOl+WQqHQu038eFRSUqJ3Hh7Mr245xpJKpZDL5WrL4+tRKpVa63FyckJRURFKSkr0niRUt5d3xS0pKUFZWRkcHBy0likWi2FnZ4fs7Gytm3NeH4bXUS0qKtL6fmyJP5Dw8PCAUqlEdnY2MjMzjc5iqKv4588Yg1QqhUQiQXZ2tk0y2lTr3uXm5potWM7xfUomk6G0tFQohG8u/IFIRUWFcEzJy8uDRCIRMs94kNLQttZFzs7OyM3NRWZmJjw8PFBeXg5XV1eztdnOzg5yuVwYzVNzuXZ2dsI5JyMjw6ibouqOfbrakZeXV+18crkcMplMOMbW5jNIS0tDWloamjdvXuO+zzNrRCKR2jo9PT2RnJyM1NTUGrMmjcG7quo6NquODCmXy02+9jbls3N3d0deXp7wmzZGcXFxnf6dmVNhYSEcHBygUCiE329xcbFF7wXS09OhUChMqoFWXFyM5ORkBAUFVXuuraysNOm713VdZCk8iF5ZWamVKW/J9Xt7eyM3NxdJSUkmPZTnyTkVFRUG/aadnJyQl5eHoqKiWo0Wm5eXh5KSEvj5+aGyslJYVkFBgXCNYMjx2xBOTk4oLCys9nq3vuDnBMZYnTiu2aINTk5OyMnJQUFBgUnXdry7vb29fZ34DG3BmN+BRTMKU1NT0bZtW+zfv1+tH/gHH3yAU6dO4eDBg2rz68solMlkWhtVXl6O5ORkBAcHm/QUpaEqKirCrVu3EBAQIHQdrW/KysqEk565s03qKoVCgfj4eERERNh8qPZBgwbh3r17Qoo7d+vWLXTt2hU9evTAtm3b8Oqrr+Kvv/5CkyZN8P3332P48OFq83fu3BmVlZVaxf7NrWfPnsjPz8fjjz+OlStX4tKlSxgzZgwCAwPVBmDZtm0bnn32Wfz888+YMGGCQcuOi4tDSEgInJ2dcezYMYwYMQJfffUVXnrpJZ3zV1ZWwsPDA6NGjcK2bdt0zjNp0iTs2rUL2dnZZjt2jRs3DocPH0Zubq5wrFy4cCGWLl2Ky5cva2UVLFq0CB9//DEOHz4sdCfR9P7772PZsmWIiYlBREQEWrVqBXt7e9y+fRuTJk3Cjz/+qPWeN954A2vWrMGlS5fQpk0bYfro0aNx9uxZvP322/jggw9w7NgxuLu714n9nTGGNm3aQKFQ4NatW7h9+zY6d+6M0aNH47fffrNp28ylf//+SEpKEup1TZs2DVu3bkV8fHytn9gbIzs7G02bNkXHjh1x9epVfPTRR5g/f75Z18G37Z133sHixYtx+vRps2XBpaeno1mzZnjmmWewdu1a3L17F+3atcOrr76KL774Ak8++ST27NmD5ORkoRSILnXpeK9PYmIiWrVqhaeffhoLFy5EixYt8PLLL9e6eD43ZMgQnDp1Cq1atdLbDf7u3bvo1q0bKisrMXfuXLzzzjsGXROsWbMGb7zxBvbt24cBAwZUOy/fXxITE3UOFAdUddlv1qwZkpKS4O/vb3I3tpycHLRp0wYFBQXo27ev1jWwpj///BOTJ0/GDz/8gMmTJwvTc3NzERYWhq5du+LQoUMmtUWX9957D19++aXW8RsAJk+eLJRkMDZwC9Runz9x4gSGDh2KQYMGYc+ePQa/r3nz5mjatKnBA7HVZ6mpqQgLC8Nzzz2H7777Dt9++y3mzp2LLVu24D//+Y/F1tu2bVskJiYiJSXFoO6rXEJCAqKiopCZmQlfX1+cOXNGZ7CRMQZXV1eMHDnS6PNx586dIRaLLVbPU9WoUaNw6dIltRqm1jjOM8bQr18/xMXF4datW0Y//OPHv7y8PIOOratWrcK8efPw119/VTtgV3UUCgW6d++O5ORkxMXFwcfHB1999RXeffddHDx4EAUFBRg3bhzWrFmDqVOnmrQOVR999BEWL16MkydPmpyFVlf85z//wbFjx5CTk2PToKctr2F+/vlnvPTSS9i0aROeeOIJo9+/ZMkSfPjhhzhy5IjBGeoNDWMMcrnc9hmF3t7ekEgkOmtn6RqQw97eXu1AxRhDQUEBJBKJ1oaIxWKIRCLhj1RxcXGBVCpFXl6eMFJefcO/U7FYXGdvoixFIpHYfJvT09PRpEkTrXa0adMGL7zwAtasWYN27dqhsLAQTzzxBL755hutrq0A0LFjR/z+++8oKSmxWIq8XC7HjRs3MGzYMERGRmLlypU4e/YsMjIy0K1bN7VtaNGiBYCqrtWGfMZpaWno1asXXn/9dXz++efCE2MXFxe975dIJAgKCkJycrLeea5fv46WLVuatSC8n58fysvLUVxcLGSp8ONuQECAVlt43ZazZ88KNT808Tpfvr6+kEgkCAkJEeqChIaG6ty+MWPGYM2aNdi7d69at+a7d+8iPDxcqKuSnJwMd3f3OrG/X7x4EQkJCXj99dchlUrRpk0bjB49Grt370Z8fHyD6Lp17949tGzZUvisx4wZg61bt2L//v06R1i0FL5PDhw4EFevXkVsbKzZv/+cnBy4uLgI+1pWVpbZ1nHhwgUAVUXdJRIJwsPD4eTkhLi4OCiVShw9ehQ9e/bUeTzUpS7s//o0b94c7du3xz///INp06YBAMLDw83WXh6gDgsL07vMFi1a4NixY5gxYwYWL16MHTt2YM2aNcKATPrwzDh+DVqd/v37Y+vWrThz5ozOgAovhdKjRw8oFAo8ePDA5M/gm2++QUFBAUJDQ3Hy5ElcuXKl2htXXmMzKChIbZ0+Pj4YN24cNm/ejNu3b5uta2VcXJxQ/F5zG1VrObm6upr8GZiyz/fv3x+zZ89GZGSkUe8NDw9HXFxcnf2NmdOVK1cAQLjuefzxxzF37lz89ddfaqPlmpNCoUBycjIUCgVOnz6NUaNGGfS+oqIiTJgwAZmZmXjllVewevVqTJs2Dfv379cqC3PixAkoFIpqjxP6eHl5GXy9V1vp6enw9/fXuS5LH+fffPNNPPPMM1i/fj0WLFhg1HsLCwthb29vcC8b1WvHESNGCNMXL16MmJgY/PrrrzUu43//+x9u3LiBd955R+h9ws/XKSkpwmdV3bW2Mfg17pkzZ9CjR49aL8+WEhISEBISYlL5JEuwxTUMH2Dz9OnTmDhxotHvP3fuHOzs7LTuERsTY3IELdo3VSaToXPnzjh27JgwTalU4t9//633P9a6SiQSwdPTE6WlpQ1mxDNiPYwxpKSk6O1G8t5778HNzQ0SiQQ///wzNm/erPemuFOnTmCMWTSj8ObNm6ioqECHDh2EJ0O7d+9GZWWlVkYtrytl6IAmsbGxqKiowPnz5wEYXv8zODhY74AdRUVFuHPnjtG1dmrCM2FUB29IT0+HnZ2dzsymnj17QiKRVFuUOisrC2KxWHi/arcWfYWUBwwYAGdnZ7Ui6uXl5UhMTER4eLhBo0Jb2++//w4AajdTc+bMAWMMc+fOtciAG9ZUUFCArKwsNG/eXJg2fPhwSKVSqxe75/tneHg4mjVrZpGRj7OysuDj4yM8jFStc6tUKoWC6aY4e/YsgKqBTICqB5Zt27bFtWvXcO7cORQWFlY72nF9M2LECGRkZGD79u0AzDPiMcfPMTUts0uXLjh16hQ+/fRT3L9/H4MGDcKbb74pdKfXxdDBTICai93n5+ejsrISPj4+aNKkidDV0ljZ2dlYtWoVWrVqha1btwKoChxWJyUlBYDuARL4oCYbN240ui36xMXFoUWLFjq7c/Hfk4ODg9VvrkQiEZYtW2Z0wCsiIgI5OTm1GtCisrISX331lfCQoK7iWXM88BwcHIzu3btj9+7dauUezCk1NRUVFRUAgKNHjxr0HqVSiWnTpiEmJgYff/wxVq5ciVmzZuH48eP46KOPtOb/6quvAMCkB1qenp7Izc21Sokq/oDdFsaPH4+QkBB89913wgNtQxUUFBhV/qNTp05wdHRUu3asqKjAihUr8NtvvwnHLH0qKyvx2Wefwd3dHW+++aYwXfXa0Nyjq/fu3RtisbjeD2iSlJSEmzdvVltbvDEIDw9HkyZNTBrQhDGG8+fPo1OnTtQb1UAWL2I3c+ZM/Pzzz9iyZQtu3ryJOXPmoLi4GFOmTLH0quuFpUuXQiaT4a233jLbMnkGUVJSkkkXtKTxysvLQ3l5ud4LHn9/f1y6dAmxsbGYNGlStcvixY75k25L4CMed+jQAYGBgQgJCcGBAwcAaN9ceXl5wdPT0+BAIR8t8dq1a2CMGRwoDAkJQXZ2ttpIqFxsbCwYY2YPFPKbONXsbZ65rSur2NnZGZ06dcLp06f1XkTn5OTAy8tLqG+kWhCeX9RpcnBwwNChQ3HmzBmhLffu3YNSqURERISwjLoy8jFjDNu3b0fTpk3VymP069cPU6dOxf79+7Fo0SIbtrD2eHdj1QEYPDw80K9fPxw+fFhroDBL4t2y/Pz80LZtW9y6dUu40TQXvt/yTAXV4PnGjRsRFhaGzz77zKSbx3PnzsHZ2Rnt2rUTprVv3x7p6enYsmULAJjcHasuGjlyJABg06ZNAKAWbK4tHig0ZJl2dnaYP38+Lly4gD59+uDbb79F586d8c8//+icnweGDAkUtmnTBt7e3npvOvhxzMfHBwEBAVAoFGqjIBtq+fLlKCoqwnvvvYeuXbuif//+2LZtW7WjKPPfi64Hd1FRUYiIiMAvv/xilkBQcXEx7t27p7fgPz+fmjMT3tLCw8MBwKSRs4GqAMgzzzyD+fPnY+rUqXX6evrSpUuQSqVqQYQhQ4agoKAAt27dssg6Vc/jhgYKP/roI/z111+YOHEi3n77bQBV2Wjdu3fHkiVLsH//fmHe+Ph47Nq1C6NHjzYps9/T0xPl5eUWr0Mml8t11ma2FqlUitmzZyMzM9OgjD5V+fn5RnUZt7OzQ48ePXDu3DmhdvWJEyeEhzM1jYj8yy+/ID4+Hq+//jo8PT2F6fzaMCkpSbh2Ntexxs3NDR06dMCpU6fq9bgGP//8MxhjePrpp23dFJsSiUTo27cvYmJijE6Iunv3LjIzM9Wu90n1LB4oHDduHD7++GN8/vnn6N+/P65du4bff/9dZ9fjxubChQtYv3692YMGdnZ2CAoKQkVFRbUXoYRoqi6DgQsJCTGoDoq1A4VAVaYPr3Oqq0ZnWFiY0YHC7OxspKWlGfyUkwfRdAXDNNtrLroyCjMyMqo9zvbp0weZmZnCdmrKyspSyxY1JFAIVHVrVSqV2Lt3L4CHN2kREREIDAwUHmLUBdHR0bh37x7GjRunVfD966+/RocOHfDxxx/XWEusLuP7u2ZAZvTo0SgrKzNrjbOa8P2zSZMmaNeuHeRyud79z1SaGYWqvwmeEfjRRx/htddeM+rGnzGGixcvonv37moZVfzGfNOmTXB3d0f37t3NsRl1Qu/eveHu7i4U/zZnoJAHW7t06WLwe1q1aoVDhw7h66+/Rk5ODsaMGYPnn38e2dnZavPl5ORAJpMZ1J2O33RER0cL26mKL5sHCgHUmDWjKTMzE9999x3atm0r1FSaPXs2KioqsGbNGr3vS01NhaOjo84beZFIhGnTpiEjI8MsmcE3btwAAL2BQv57qo+BQlOOMWVlZXjyySfxxx9/ICAgAPHx8UKNxrooOjoa7dq1U8uS4eVWzH2M5RISEgBUdRG9cuVKjZmbW7duxaJFi9CtWzesXbtWeIhpb2+PX3/9FR4eHpg2bZqQ9b1q1SowxvDGG2+Y1D7+oKA2GaWG4FnrtqwL/9xzz8Hd3R0rVqwwqhdEYWGhUYFCoOq8UFRUJFzP7tq1S3itukChXC7H559/Dk9PT8yePVvtNX9/f9jZ2VkkUAhUZY6npaVZLGhuaUqlEj/99BMCAgLUunw3Vv369QNjDKdOnap2PrlcjoULF6Jp06Zwc3MTau9Sr1bDWWVY3BkzZiAmJgbp6ek4ePBgg7qQNlVRURGmTp2K1atXqz1VMRcfHx84OTkhPT290Y7qQ4xXXQaDsZo0aQI/Pz9cvXq11svS59q1a3BwcEBERAQAqBWm1RXsDAsLw4MHDwz6TaiOzH79+nWjMgoB6wYKNTMKGWNCzRx9+CAm+i7scnJyTAoUjhgxAiKRSLh55TcpERERkEqlCAoKqjOBQt7teNy4cVqvOTk5YevWrXB1dcXUqVPrTJuNpSujEKgK6ALA33//bbW2qGYU8kCRObsfl5WVobi4WC2jULXrcWxsLLy9vTFkyBCsXbsWkyZNMvj8mJ6ejqKiIq3MFh4oLC0txaBBg+pM7SBzsLOzE7pS+/j4mLXW7NChQ3Hjxo0aBxvRJBaL8fLLL+Py5csYMWIEfvnlF3Tq1EltkIvc3Fx4eXkZXKO5X79+UCqVOHPmjNZrmhmFANQGLDDEl19+ieLiYrz33ntCkHn06NEICwvD2rVr9XYXTE1NRWBgoN7teOaZZyCRSHQOLGUs/jvUFyjkvydDa5nVBfy6wNhAWUlJCcaPH4/du3djypQpOHPmDBwcHPDFF1+oZSRdvXpVOKfbUmpqKlJSUrTqXVo6UMivcZ544gkwxvDvv//qnffixYt48cUXERAQgN9//x2Ojo5qrzdv3hzr1q1DdnY2nn76aWRkZGDjxo3o3Lkz+vfvb1L7+L0Vz3azFH6OsVVGIVBVN/TFF1/ErVu3jBrwx9iMQgBCjdgzZ86AMYa//voLzZo1g5eXV7WBwp9++gn379/HnDlztNYpFovRtGlTtUChOY81o0ePBvAwO94SMjMzhQcu5nb06FHcv38fTz/9dIO6xjAVLxlSXffja9euoW/fvli0aBHc3NwwePBgPPHEE5g5cybGjh1rrabWe1YJFFrTb48/jrWdOlnt77fHHzepnbNnz8aoUaMwZMgQM38CVUQikVrAoj6nWxPr4Rmo5qq10qlTJ8TExAhdFMzt6tWraNu2rXDirClQyDMMDMkqVL24vnbtmnDxonmBq6m6OnwxMTFwd3dXC7qZg2b2VGFhIcrKymrMKASg84kcYwzZ2dlqXfd4jUI/P79qL+D8/PzQq1cvHDhwAOXl5UJGIf/sg4OD60TQjXc7DgoK0jvyWUREBDZs2ICsrCx8+umnVm6hefB9XTNQGB4ejtatW2PPnj1Wq8OomVEImDdQqJr95ejoCFdXV2GdjDHExcWhffv22LlzJyZOnIidO3di5MiRBmWc8ICrZladajfkYcOGmWtT6gze/dic9QmBqmsUzX3SGCEhIdi5cyd+/PFHVFRU4NlnnxXOMzk5OUY9gOXF7nXddPB9ytfXVzinGBMoTE9Px/fff4/27durPZCQSCSYOXMmsrKy1DJyVKWlpVV7Lg4ICMCoUaOwf//+Wh9TY2NjATSsjEIeKDSm63FRURHGjh2LAwcOYPr06diwYQMCAgIwbdo0XLp0CUeOHAFQVYYgKioKY8eO1Tp+lpSUCNl21sDrE3br1k1tem27XteEBwqfffZZAPq7H6ekpGD8+PFgjOH3338XBjLSNHbsWLz++us4deoUBg4ciJKSErz++usmD8poyUBhbGws4uLiADw8HtgyUAgAs2bNgp2dncEj0/MBQ40NFPIavadOncLly5eRmJiIxx57DL1790Z0dLTOciZlZWVYtGgRfH19MWvWLJ3L5deG5q5RCFR1ww8LC8PGjRstVrPzjTfeQN++fY2uE2kI/jCIDyzW2HXo0AFubm46604qFAosX74cvXv3xrVr1/Df//4XV65cwZ9//onNmzfjq6++gouLiw1aXT81uEBhfbB161ZER0db/MbT2dkZvr6+KCoqsnjqPWkYeKDQHBmFQNXIx2VlZWrZeeaSmZmJ1NRUtew81QK1tQkUKhQK3Lt3T6hjce3aNYMvXngQUPNGgTGGmJgYdOjQweyjkWtmFPLgCO+SrEtQUBBCQ0N1BgoLCgqEAv4c367qsgm50aNHo6ioCP/++y/i4+Ph5OQkZOPwGo62znS+fPky7t69i8cff1yr27GqsWPHIiAgwKKZsZZ07949ODk56byJGT16NNLT03Hx4kWrtCUjIwOOjo5wcXERRlY1Z6CQ147jmbB+fn5CtkdycjIKCgrQtm1byGQy/PTTT3jjjTdw6tQpDBo0qMZAi74u3P7+/sLvzFIP/mxp+PDhkEgkdXL0b5FIhClTpuCVV15Bfn6+EDDhGYWG6ty5M5ydnXUGCnVlFBrT9fjLL79ESUkJ3n//fa3jDA/C8i7xquRyOTIzM2vszvjcc8+BMYaffvrJ4DbpEhsbC5lMJgTXNPHjR30KFLq6usLf31/toZ9CocDVq1d1PjzPz8/HqFGjcOzYMcyaNQvfffed8J298cYbEIvFWLZsGW7evImxY8eitLQUycnJiI6OVlvOa6+9hhYtWmDGjBlqdYMtRXMgE87X1xdubm4W7Xrs4OCAPn36ICgoSAiiqiotLcWECROQkpKCtWvX1tjl77PPPkPPnj0RHx+PwMBATJgwweT28UChJe5/nnjiCURFReH27dvCOcZWg5lwQUFBmDRpEo4fPy4MwledkpISKBQKowOF3t7eaNWqFc6cOSM85HjsscfQp08fVFZW6hz4Z8OGDUhOTsbcuXP1BmmCg4ORm5srfJ7mPNaIxWK88MILyMjIwI4dO8y2XFVXr15FYWEhLl++bNbl5ubm4s8//0S/fv2ELOHGTiKRoE+fPrhw4YLavcS9e/cwdOhQvPPOOwgNDcWxY8fw4Ycf6hygiximwQUKJ+zYgRlXrljtb4KRB5ykpCS89dZb+Omnn6wy4k5gYCCkUimSk5MtltVFGg7+ZNScGYUALBJk4aMpqwYKZTKZMOS9rsAIz2Cp6Ql7YmIi5HI5evfujSZNmuDatWvCyaim7hB8RGDNwENycjLy8vLM3u0YgBDQ4xdYPFBY0xPuyMhI3LhxQ+tCmmfRqN5se3p6okOHDgZ1A1Lt1nrnzh2Eh4cLwVEecLR0/dTvvvsOvXv31vv0WNdox/q0bt0aN27csFjmXXZ2NsaPH4/HH38czz33HObOnWtwLc2a3L17F82bN9cZnLZ292OeISUSiYSSAeYMFPL9WDVQyH8LmhlTYrEYS5cuxZIlSxAXF4f+/ftX2xZ9GYVAVcCnX79+Zq3hV1f4+/vj8OHD+Oyzz2zdFL0GDRoEADhy5AgYY0ZnFEqlUkRGRuLcuXNCjVuOB59N6XqcmpqK77//Hh07dtTZ1SkiIgIeHh46b6wNrXs2YsQIBAQE4KeffqrV8Sk2NhYtW7bU263NyckJERER9e5GNTw8XO18v2bNGnTv3h1Lly5Vmy87OxvDhw/HmTNn8NZbb2H58uVqx8ywsDA88cQTOHjwIIYOHYq8vDxhMA7VjNDi4mL88ccfkMlk2LhxI9q1a4fvv//eogOh6BrIBKgKpEdERFg0UBgSEgKRSISBAwciLi5OrdQDYwwvv/wyzp8/j/nz52Py5Mk1LlMmk2Hz5s1o3bo13n//fchkMpPbx69fzJ1RWFRUhPj4eBQUFODJJ58UPl9bZxQCEOo5GpJVWFBQAABGjXrM9enTBwkJCdi4cSO8vb3Rp08fveVsSkpKsGTJEjRp0gQvvfSS3mXyXis3b94EYP6HEs8++yxkMhnWrl1r1uUCD5MLAOgsYVEbW7ZsQXl5OWUTaujbty8qKipw/vx5MMbwww8/oFu3bjhx4gRmzZqF8+fP06AlZtDgAoV13aVLl5CRkYFevXrB0dERjo6O+Pfff7Fq1So4Ojqa/WKC1wSrrKw0ugA3aXwMGczEGB07dgRgmQFN9NX7W758OX7++WedNzyGZhSq1tVr37494uLihEL3NQUKnZ2d4e3trVWj0FL1CYGqWmJeXl5C9gK/WK9p0Cje/Vjzwo4HClVrFIpEIly8eBGLFy+usT1t27ZF8+bN8ddffyEhIUH43IGHgVRj63zpU1hYiPz8fK3pf/75Jy5duqSzhhTvdhwYGChc3FanTZs2KC4uFoqsm9sff/yBXbt2Ye/evfj111/x9ddfY/78+bVebmVlJRISEvQGsHr37g1vb2+zDIZgCM0Bdtq1a4c7d+6YLbtUV0ZhVlYWFAqF3q6Vb775JjZu3IiMjAwMGjRIb80bfbUeAWD9+vU4fPiwWbahLoqMjDRblrkl9OrVCw4ODjh69CiKi4tRUVFhVEYhUHXTUV5erpVdqxoo9PX1hVgsNvghx7Jly1BWVoYPPvhAZ9aySCRCt27dEB0drfUgl6+jpkChVCrF1KlTkZCQYPI+WFhYiMTERL3djrlz587hq6++MmkdthIREYHs7GwhWMRrlL3//vv47bffAFQdl4YOHYpLly7h/fffx+eff67zwcpbb70FoOrctWbNGnz44Yfw9vZWe9Cye/duITCyZcsWuLi4YPbs2YiMjDR7AIHTNZAJFxERgQcPHqh1B+VlGGqDMYbExEThfD5w4EAA6t2Pv/jiC2zZsgWPPvooPv74Y4OXHRISgqtXr2L69Om1aqOlAoW8Dh1/0LVy5UoAts8oBKquL4cNG4bt27cL5yx9+HWTKbVn+XVTcnIyRo0aBalUiu7du8POzk7renLNmjVIS0vD22+/Xe31M++tcvPmTeFhojn5+vpi/PjxOH78uHA9YC48uQAwb6AwJycHa9asgaurq0EPtRsTXjJk+/btePzxx/Hyyy/Dw8MDe/fuxYoVK+pVPd26jAKFVjZ48GBcunQJ58+fF/66deuGyZMn4/z582qjKZqLt7c3XFxckJmZKdRZI0SXtLQ0+Pr6mi1Nu2XLlnBwcLBIRiEPAGk+Re/SpYve7ioBAQFwdHQ0OlBYWloqZDAacvIJDg62aqAQqLoI4gFCHjCsKVDIL/Y0ux+r1nozhUgkwujRo/HgwQMolUq17mw8o9BcDy7+85//CF34VPELQV3ZOpcvX8adO3dq7HbMtW7dGgAsVqj6wIEDQgAiNzcXo0aNwq5du2rdZT8pKQmVlZVqgVpVEokEI0aMwNWrV3UOvmMIxphBmUxKpVJnoFCpVJrtc9UMcPv7+0OpVCIrK6vawRqeeuop7Ny5E5X/1959R0V1bm0Af4ahV7EBigWwgKiogL2LMdh779HYe9fYNfaeGEs09pYYYo1J9Nq7WBFFEQWsSFQQpc6c7w++c8JIHWAYhnl+a2XdC9Pewc1wzj773TspCb6+vmlON3369CkKFy6creoL0ixx++PFixelBJu6Q+IaNGgAADh//rzK9yMjI2FqagoLCwvI5XLY29tnKVEobrWsXr062rRpk+79vLy8EBsbm6qaVZ1+wWKlydatWzO9b1rEpFFmiUJLS0uYmJhk6zW0JWWfvkePHsHf31+qwhw4cCD8/PzQrFkzBAQEYOHChZg5c2a6rUGqV6+OJUuW4Oeff0bfvn0hl8vRsmVL3L17V2o1cuDAARgYGKBTp07o1KkT7t69i0mTJuH+/fto2LAhBg8erDKJPadev36d5iCTtN6/6LfffoOHhwdOnDiR7deNjIxEbGyslNwRE4WnT5+Gv78/Zs2ahZkzZ8Ld3R3btm3L0t/Z3FaoUCEAub/1WDy2WLhwIdq1a4ekpCQYGBhk+3gpt40bNw5KpRLr1q3L8H45qShMeYG1bdu2AJL7d1evXh1XrlyRjgliYmKwfPlyODo6Zpr4FY8NP336BAsLi1xv0QNAqmjcvHlzrj5vyqrdtFpJqEsQBOzZswdVqlTBgwcPMGTIEJ1q+5AXvLy8YGJigvXr1+P48ePo1asXbt68WSBbwGgTE4V5zMrKCpUrV1b5T6xA+jLhkVtkMpn0AczBJvmPIAj5YrgDkHxyklkFgzrE7TCaqCi8c+cOHBwcMuzD9yWZTAYnJye1EoXisIJ79+7BxMQkS8n80qVL48WLFypVImKiMOXwg9zk4uKCoKAg9OnTR/p5Z5YorFy5MqytrdOtKFS3KiclccocgDQThblRURgVFYULFy7A399f5SJIZGSkdDKWVq+egwcPAsjatmMguaIQQI6rMNKSlJSE06dPw9vbG7a2trCwsMD48eMhCALWrl2bo+fOaLusSNx+nN2qwu7du6Nhw4ZITEzM8H7//vsvFAqFSuIjtweafJkoFOP/zZs3CAwMhJ2dnUqVbEo+Pj44deoUChUqhO7du+PPP/9Uuf3p06cFcmtxQdG4cWPExcVJyQ91E4Xe3t4wMjJK1Rw9MjISxYoVk05a7e3ts/TZtXTpUsTHx2PWrFkZnvB6eXkBSH1BI6sVhUDyZ3/jxo1x6NAhqQJSHZkNMtFlYqIsODgYe/fuBQCMGTMGfn5+kMvl6NatG4KCgrBy5UpMmjQp0+cbN24c+vbtK32d8vMzKioKJ06cQOPGjaXPOUtLSyxcuBA3b96Ej48Ptm/fjsqVK+Onn37KlR1E6fUnFKU1+VnsJXjgwIFsv654YUlMFJYpUwZOTk7YunUr6tSpg8WLF6NkyZL4/fffc3Vaujo0VVEo/r64u7tjy5YtcHV1Rfny5TVS6JEdTZs2RdWqVbFx40Z07twZO3bsSDNZKlYUqtujEEguAihSpAhMTU3h4+Mjfb9OnTp49+6dtH14wYIFePv2LaZOnZpphWDKIX+aSorVqVMH7u7u2LlzZ64Wzoi/X87Oznjx4kWWzumSkpLw4sUL+Pv748iRI9i8eTPmzZuHYcOGoWHDhujfv7+0pTY/t/7QFhMTE/j6+qJIkSLYt28ffvnlF+niAOUeJgr1hNjM/vPnz2keSDJ5qB1RUVHo1asXKlSogH379ml1LYIg5HqiEEjuU/jmzZtcTbLcuXMHt2/fzlK/vC+5uLjg2bNnGfbsfPz4MYyNjVGqVCkpgZ+UlJTlUvbSpUtDoVCoVM3du3cPLi4uGpu2tW7dOrRq1Qr79++XrpZm1jNHLpejVq1auHHjhkovv5xWFALJFTriAWjKijbxxCI3EoWXL1+GIAgQBEGq+ARUE3pfnoCL244dHBykrdeZ0WRF4fXr1xEdHa1ysN2gQQN4enpix44d2TrxF6U3gCOl5s2bw8jIKFuJQoVCgb///hvXrl3D+vXrM7yv+O/9ZUUhkPuJQjFuxfgXP38yS4RUr14dJ0+ehFKplHpYAskTG1++fMlEYT4m9in8/fffAah/kcPMzAxeXl64dOmSSgInMjJSJbksJgozqqJ9/vw5fv75Z3h5eaFly5YZvq443CEniUIgeahJYmIi9uzZk+p5xC226SnIiUKxp2JwcDD27dsHe3t7NG7cGDVq1MDOnTthb2+Pn376CSNHjszW8zdv3hzGxsY4evQoDh06hISEBHTt2jXV/SpWrIhjx45J25HHjBmD2rVrp7pIp67MEoUp379IrHg6duxYphd40iNWUIpbjwFg5MiR8PLywsSJE3Hy5EkEBQVp9TNTUxWFDx48gLGxMZydnaULrelNfNYGmUyGTZs2oU6dOjh69CgGDRqE8uXLqxwjAZDOOcTjG3VfY+nSpVi1apVKUk+sNLxy5Qp27NiBlStXwtvbO0v99fIiUSiTyTB06FBER0djzJgxuXbuK/5+9erVC4Dq9uNXr15h3rx5GDJkCNq2bQtvb2+UKlUKFhYWcHJyQp06ddCpUyeMGDECCxYswJYtW3D79m30798f9+7dQ+/evTVSXVkQ7N69G8+fP0fHjh21vZQCi4nCfODkyZNYsWKFxl/HwcEBRkZGePHihcrBwYcPHxAQEJBmny/SHH9/f9SqVQu//fYbjI2NsW7dOq32kYyKikJsbGyuJwrFA4Q5c+bk2nOuXLkSwH+Nm9Xh4uKCpKSkDLdaBgcHw9nZGXK5HG5ubtIf6awevIjJMPGqYlxcHB49eqSxqmEg+SDLz88Pfn5+cHJyQsmSJdOtnkqpTp06iIuLU5ncmBsVhcbGxmjRogVkMhkqVKggfd/Kygq2tra5MswkZT+5lNvbxRPfwoULq/SXBJKTzMHBwVnedgwkJ7dsbW01kij8559/ACSfcIpkMhnGjRuH2NhYbNy4MdvPLW43S6uvnsja2hqNGjXCmTNnVH5OWX1+8ar8vHnzMvz8Eis8U1YUuri4wMTEJNf6BaXVoxCAVHGalURIxYoVUapUKZXJhaGhoRAEgYnCfMzT0xNWVlZSGwV1KwqB5J5H0dHRKp8lb9++ValaL1GiBBITE6XPyLQsWbIECQkJGW5jTfl8JUqUSJUoFBPrWf173KFDB9ja2mLr1q0qJ7+DBg1Cr169cO3atXQfGxgYCBMTk3RbFOgy8T3t378fT548QdeuXaXKrzZt2iA0NDRHvfAsLS3RtGlTnD17Flu3boWhoSHat2+f5n1lMhk6deqEe/fuYdKkSQgMDESjRo3wzTffqAwBUYc4yCS9liYpKyqB5H6U9+/fh0wmw/v379PtyZqZtBKFo0aNwqVLl/D999+jYcOGWp80amhoCBsbG3z48CFXnzcwMBAVK1aU+mCLu8Lykxo1auDkyZMIDw/H2rVrERMTg5EjR0oXOO7cuYNdu3ahWbNmUq83dfXp0yfV746YKNy4cSOGDRuG0qVL4/fff8/SUBpra2tpG7Qm+8t988038PX1xY4dO1R6ZwqCgDt37qQ7AC8jwcHBMDY2RufOnQGobj+eNm0aFixYgF9++QVnzpxBdHQ0nJ2d0aFDB4wYMQLz58/Hzz//jGPHjuHmzZt49eoVoqOjsWnTpnwXV/mNkZFRvqnkLaiYKNQjcrkcjo6OUCgUePHiBYDkXhBPnz5FQkICQkNDORk5D4hbChs2bIjnz59j7dq12L17Nz59+oSpU6dqbV3q9ERSR61atdCuXTv4+flleLKSVc+ePcOBAwfQpEkTeHp6qv14MWmS3vbjxMREPH36VNqyY25uLh1sm5mZZek1xESheDD94MEDKBQKjfUnTKlVq1a4f/8+7t+/n+4Ey5TEqrqUfQq/nB6bXStWrMDhw4dTneyWKlUqVxKFly5dkk5GUp7cixWFPXr0gCAIKklQdbcdA8kneG5ubnjw4EGuV1+fOnUK1tbWUmWRqGPHjihTpgx++uknxMXFZeu57969C1NT00wTXK1atUJCQgJOnjyp1vOLW9w7deqEjx8/Zvj5lVZFoaGhIVxdXXOtovDdu3ewsLCQtjiJFYVitUdWK6aqVauGwMBA6eeelS3cpF2GhoZo0KCB9PuZnYsc4gmzuP04Li4OMTExqSoKgfSntoeFhWHr1q2oWbMmvv766yy9rqenJwICAlQGTrx69QqmpqZZ3kplamqKnj17IjAwUPo7e/78eelChFhpmRYx8VEQT7isra1RvHhxaSvkl5N3c6NSp3Xr1khMTMSlS5fQvHnzTGPPwsJCZTvyzp07UblyZZW/U1l169YtVKpUKd1tnUWLFoWNjY100ejGjRtQKpXo3bs3AODQoUNqvyaQeutxfmVra5urFYUxMTEIDQ3VmerbYsWKYejQoRg2bBguXbqEbdu2AUhOXgHAokWLcrVazcHBAU5OTrh58yZMTU3h5+en1jRosapQk/34DA0NsXv3btSoUQMLFy7Ehg0bsGPHDnh6esLb2xutWrVCTEyMWs/5+PFjODs7w9XVFYULF5YqCl++fIlff/0VDRo0wJs3bxAVFYWgoCCcPXsW+/btw6pVqzBlyhT07dsXzZs3R+XKlVGkSBFWEFK+wUShnrG1tYW1tTX+/fdfvHv3Dk+ePIEgCChevDgSExPzTa+8gurdu3fo1KkTJk6ciDJlyuD8+fMYOnQoWrdujcaNG+PXX39V+2Q9t4hVPWXLls315543bx4MDAwwffr0HCda1q5dC4VCgYkTJ2br8WKiMGVz75SePXsGhUKhUgUnbpFUZ+sx8N/BtKYHmXzJ0NAwy2v19vaGgYGBSqJQrMzKSUUhkHxS3aJFi1TfL126NCIiInLUoyk+Ph7Xr19H48aNUbhw4VQVhZaWllJlh1itIwgCDh48CHt7+yxvOxa5urri3bt30qCY3PDhwwdcu3YNjRs3TlV9YWhoiFGjRiEiIiLVdsKsUCqVuHbtGmrUqJHp1Xyxn6S624/FROH06dPRsmVL7Nu3D2fPnk3zvmlVFALJv1thYWFSY/WciIyMVNkuLyYlxdhWJ1GoUCikBCYThbpBHKgAZO+zq27dupDJZNJAE/Fz8MuKQiD91gmLFy9GYmJipr0JU/L29oZCoVDp5Su2AVHnhDHlUBNBEDBr1iwYGhqiSJEi+OOPP9L82xsVFYXnz5/rTOIjO8QLfeXLl093i25OpNxent4gtbSI25F/+eUXREVFYdeuXWq97ps3b/DixYsM35NMJkO5cuWkikKx0mngwIFwcXHB4cOHs3VMFhoaCkNDw3w9DR1IPufJzR6F4kVIsW+xrpg7dy4cHBwwbdo07N69GydPnkSvXr1QrVq1XH+txo0bw8DAQBrGoQ7x2FnTgzssLS1x6NAhODk5YfTo0Rg0aBBCQ0PRuHFjnD17Fq1atcryLrukpCQ8e/YMLi4ukMlkqFWrFm7duoW4uDhs3LgRiYmJGDt2LGxtbZkAJJ3DRKGeEQebyGQyPH36FImJiShbtiwcHR1hY2ODd+/e5XqZPiULCAiAt7c3jh49ih49euDq1auoXr26dPukSZNgZmaG0aNHIz4+Ps/XJyYJUvZKyy1ubm7o378/zp07h7/++ivbz/Pvv/9i69at8PDwyPY6xZOG9CoKUw4yEYlbhrOz9Tg+Pl7aPpry3zu/sLKyQtWqVaV+f0ByQrtQoUJZqkjMDkdHRyQlJeWoqvDGjRuIj49HvXr1ULVqVdy9e1faVhMYGAg3NzfUqFEDMplMGmhy9+5daduxutUzmhhocubMGSgUCpVtxykNGDAANjY2WLVqVZYmC6cUFBSEqKgo1KpVK9P7li1bFpUrV8aff/6pVvL27t27MDExgaurK1asWAETExOMHj06zb5X4ta6LwfsiEn43Nh+/O7dO5UEkVjJIFYGZjUZIv6eihU+TBTqhpSJwuxsPbaxsUHVqlVx8eJFCIKQais7kHFF4bNnz7Bt2zbUqVMn3d/ptKQ10CQ7/YI9PDzg6emJAwcO4Pfff8fFixfRv39/dO/eHSEhIWkOFcvqxGNdJv7N7969u0ZO1B0dHeHl5QVTU1NpAmxWyWQy9OzZE8WKFUs1SCczmfUnFLm4uODly5f49OkTrl69CkNDQ9SoUQNt27bF8+fPpedRR1hYGBwdHfN9FWrhwoU1kijUtd8XGxsbLF++HO/fv8eAAQNgamqKuXPnauS1li1bhtu3b6d5kTgzjo6OADS79VhkZ2eHI0eOwNfXF4sXL0ZISAj++usvjB8/HpcvX8bXX3+dpWpUcTee2A+0Vq1aSExMxOXLl7F582a4uLhk2quWKL9iolAPmZqaSge7JUqUQOHChSGTyVC6dGnI5XKEhYXlyhZkpVKZ7UbJBY1SqcTgwYPx6tUrbN68Gdu2bUs1Ca5kyZKYNm0agoOD86RnZUoKhQInTpxA1apVNbaVZObMmTA1NcWMGTPUTnqIfvrpJ3z+/BkTJkzI9gG/GOfpVRRmlCjM6sFLsWLFYGpqirCwMIwdOxbXr1/HpEmTNFKtmRvq1q2LiIgI6WfyZWVWbhNj7Pvvv1epBFSH2Fupfv36qFq1Kj59+oSQkBBp4nGlSpVgZWUFV1dX+Pv7A8jetmORJgaaiNXDzZo1S/N2KysrDBo0CEFBQdI016wStx/WrFkzS/dv1aoV3r59q1Z7gDt37sDd3R1GRkZwcXHBpEmT8ODBA/zwww+p7ismCr/chpSbA02+jFtLS0upXYCDg0OWk0dilYXYpzAkJARyuVyl2TrlP1WrVpUSxdmthq5fvz4iIiLw+PHjNCsKxeRdWonCFStWICkpSa1qQgBSCw3xgkZSUhLevn2brTYgAwcOxKdPnzBw4ECYmJhg+vTp6NChAwDAz88v1f0L8iATUf369WFpaSkNGtCE7du3459//snWBFmZTIa6devi9u3bavWJzWqiMOXk46tXr6JatWowMzNDu3btAAB//PGH2msOCwtT6U+YXxUqVAhRUVG51lZJl39fOnfuLCXvRo0apbG/Z9bW1tkakALkzdbjlCpUqIBDhw5h/PjxsLGxgUwmw6JFizBjxgz4+/vjq6++ynQXyZfnDLVr1wYATJw4EZGRkRgxYkS+T6gTpYeJQj3l4OAAd3d3lQNRY2NjODo6IjExMVcmkj579gz3799PVaEiCIJWKua0affu3fD398eIESPQr1+/dE8ixowZg4oVK0pXt/LKtWvXEBkZKW1B1ISSJUti5MiRuHfvHvbu3av24z9//oz169fDyclJahicHUZGRihTpky2EoVZ7VEoVu6ePn0aW7ZsgY+Pj0rT5PxG3Ia7Y8cOAKkrs3Lb119/jVKlSuGXX36Bl5cXvLy8sGbNGrUaul+8eBFGRkbw9vZG1apVASRXuH15xd/b2xvPnj3D27dvcfDgQdjZ2aFevXpqr1msKEyZKNy2bRtmzpyZ7SrDkydPwsnJKcMhAiNHjoShoSFWrVql1nOLW8yyUlEIJPfZAoCjR49m6f5v3rzBq1ev4OHhIX1v0qRJcHZ2xvz586U+uCnvb2FhkWrqd24lCuPj4xETE6MStzKZTEpMqnNiV7JkSRQrVkylorB06dJab85PGTMwMECrVq1QvHjxbCVsgP/6FF64cEFKFKZMPouJwrSOkf766y+UK1cOTZs2Ves1bW1tUa5cOamicM+ePRAEQaquUUe3bt1gbm6O2NhYDBkyBI6OjqhXrx6KFSuWYaJQ/D0siAYMGIBXr15lONQpp8qXL5/lz9q01KtXD0qlUmUIQmZu3rwJuVye6fZO8Vjmn3/+QWRkpLTOWrVqwc7OTu0+hVFRUfjw4UO+708I/HfBQKwKz6nAwEBp4rGuEachz5gxQ+pRmN/kdaIwLTKZDLNnz8b8+fNx9+5dNGvWLMPdL1+eM3h5eUEmk+HevXuwtrZGv3798mTdRJrARKGekslkMDU1TZWwKlKkCExNTREZGZmj/mExMTF4//49FAoFYmNjVW77999/9WrKckxMDL777jsUKVIE06dPz/C+4vTjuLg4jBs3LtcHJ6RHTA5oMlEIJCcSbG1tMWfOHLWTxdu2bUNkZCTGjh2b4y2xLi4uePr0aZo/3+DgYJiZman03nFxcUGFChXU6udSpkwZJCQkoGzZsti5c2e+vqLYunVreHh4YPHixdixYwf+/fdfjU5bc3Nzw+HDh3Hq1CmpN4xYcdmuXTscOHAg1edGSgqFApcuXYKXlxfMzMxUEoVfXvEXt/Vt27YNjx8/zta2YyD5ANbCwkJKCoaFhWH48OFYsmQJPDw8UL9+fWzevDnLn2u3b99GSEgIfHx8Mqw+KlmyJLp164azZ8+mu0Xs33//TXUge+3aNZQsWTLLyQZvb28UL148y30KxUrQlIlCMzMzrFy5EjExMZgyZYrK/d+8eZNmhVTp0qVhaWmpkihMSEjA8OHD1dqKJ06h/bISVtzqrE6iUCaToVq1arh37x6SkpLw9OlTbjvWEevWrcPNmzezPNH8S5klCosXLw6ZTJZqwvfz58/x7NkzNGjQIFvV7l5eXggODsbs2bMxaNAglCpVCsOGDVP7eaytrdG3b18UKVIEkydPBpA8yK5t27Z4+PBhqosagYGBMDMzK9DxLZPJYGJiou1lZEi8eKXOZ97NmzdRqVKlTC9gilsid+/eDeC/KnO5XI7WrVvj4cOH2L17N4KDg7N03C8OadOFRKEY11WrVkXnzp2l4T7Z9eDBA5WJx7rGwcEBs2fPTnXBLr/Iqx6FWTFlyhQsX74cDx8+RLNmzaSe41/6MlFobW0tXXgZMGBAqt1jRLqEiUJSIZPJULx4cSgUimxPChMEAc+fP5e+/vTpk8rtYtP6Fy9e5FkiTJuWLl2KV69eYc6cOVna+ta4cWP06NEDf/75Jw4fPpwHK0zuT2hnZyclVTTF1tYWkydPRmhoKDZt2pTlxyUlJWH16tUoWrRorlydc3Z2xufPn9OsCgkODoaLi4vKiaahoSECAgIwc+bMLL9G1apVYWFhgf3792s06ZYbzM3NcfjwYZQpUwZDhgxBXFycxtcsbrdav349wsLCsHv3brRo0QJ///03evfujdKlS2PYsGFSv7CUAgICEB0dLVVCurm5wdDQUCVRKFYAitOEly5dCiB7247F9bq6ukoVhatXr0ZSUhK+//579OnTBwEBARgxYgRKlSqFvn374uTJk6m22EdHR2P79u346quvpKqONm3aZPraY8eOBYB0qwo7dOiAunXrIiEhAUDyxQmxJ2pWGRgYwNfXF4GBgVmqvhD7naVMFALJjf1bt26NAwcO4PTp09L337x5k6o/IZD8c61UqZJKovCvv/7Czz//jAEDBmSYME4prX5yQPYShUDy9uO4uDhcvHgRMTExBTqRUpCYm5unGWdZZWdnh3LlyuHixYvSlrOUiUJDQ0M4ODikqvgXB+Zkp1oZ+O+CxqJFi+Du7o6zZ89mWGmckVWrViE4OFjl5yBuP/5ym2lgYCBcXV2znVil3FGtWjWYm5tnOVGYlUEmIjGOxM9YcWsk8N/wlQEDBqBSpUooVKgQatSogZ49e2Lu3LnYv38/7ty5o/I5LCZMdGHr8bhx47Bv3z40a9YMR44cQatWraRWJOrStYnHusjV1VVqGZMfjB49Gj/88AOCg4PRrFmzNHd6BQcHw9TUVOWibLNmzWBsbJytiz1E+QmPDCiVwoULQy6XIyIiIluJvA8fPuDTp09SUuzz588qt4tfx8bG5mqT4fwoNDQUq1atgru7O7755pssP27JkiWwsbHB+PHjERMTo8EVJm/JCAwMhK+vb56cLAwfPhyOjo74/vvvs1x99dtvv+HZs2cYPnx4rjQ5FreNfPlHPyEhAaGhoSrbjrNr4cKFCAkJyZcDTNLi4OCAI0eOwMbGBkDqhIsmmZmZoUuXLvjjjz/w7NkzLFu2DGXLlsWWLVvQpEkTuLm5Yf78+dK/l3gyJVb/iAM1xK3HVlZW0haWKlWqwNjYGFFRUbCzs5Mekx2urq54+fIlgoODsWXLFlSrVg0TJkzAli1bEB4ejk2bNsHT0xP79u1Dy5YtUb58ecyePRt+fn7o3bs3HB0dMXjwYFy6dAnt27fHoUOH8PXXX2f6uh4eHmjWrBl+++23VFe1nzx5gitXruDFixdSEsDf3x9KpVLtrXDqTD8WE4VpbXtbsWIFTE1NMWbMGCQkJEChUCAyMjJVf0KRu7s7IiIipMSM2Evy2bNnWL58eZbWLl7Yys1EIfBfXzcmCvVHgwYN8PTpUynGv6xSbdCgAe7evatSxSsmCtWdpi4SP5caNGiA06dPZ2vbsUgul6eqyGncuDEKFSqksv34w4cPePnyJRMf+YCRkRFq1aqFq1evZqm3d1b7EwLJn4mFChUCkPx5mLJXcpMmTXDp0iVs2LABY8eORZMmTRATE4ODBw9i4cKF6NOnD7y9vVGoUCGMHj0agiDoVKJQLpejY8eOOHr0KHbu3Akg+UJjdujqxGNdUrRoUbx48QKDBg3S9lIk3377LX7++WeEh4ejWbNmCAoKUrk9ODgYzs7OKudP8+bNQ0BAgE5uUSdKiYlCSkUul6No0aKIi4uTqv+yShAEvHz5EgYGBihVqhRMTExUEoWJiYmIj4+HjY0N5HI5Xr58me3BFrpg2bJliI+Px/Lly9XaqmBvb4958+YhPDwcCxcu1OAKgePHjwPQ/LZjkZmZGWbNmoV///0XK1euzPT+giBgxYoVMDc3z7Wrc+IV9i/7FIaEhECpVOZKolAul2dr8qY2ubq6ws/PD0WLFpUa7Oc1Ozs7jBkzBtevX8eNGzcwbtw4fP78GfPnz4erqyuaNGmCbdu2SRWJIg8PD4SFhcHf3x9ubm7S9j9jY2Op6q19+/Y52gIuXuUePXo0YmNjMWnSJOl1rKys0L9/f5w+fRr379/HlClToFQqsWjRInTr1g0HDhyAp6cn1q9fj/DwcOzfvx++vr5Zfu1x48ZBoVCkGhQiJtUASFW66vYnFPn4+MDExCTLiUIXF5c0e8E5OTlhypQpePjwIdatW4e3b99CqVRmmCgEkqub4uPjcfToUVSrVg1ubm5YtmxZlioc06sobNu2LXx8fNRqGwD8N/mYiUL9I1YFnjp1CjKZLFW/VnGCZcoBQxcvXoSdnV22qwBr1KiBa9eu4c8//5SSOrnJ2NgYrVu3xu3bt/H48WMAuj2YoSCqV68eYmNjpSFKGVEnUSiTyaRjmpo1a6psjZfJZPDy8sLAgQOxdOlSHD58GI8ePcL79+9x7do17NixAzNmzICnpyc2bNiAuXPnSolCXdh6nJLYouTRo0fZejx/X/JGWm2xtK1v377Yvn07Xr9+DR8fHynZnJiYiGfPnqU6ZzAzM8u3wwuJ1MFEIaVJnPIXERGh1uMiIyMRFxcHOzs7GBkZwczMDHFxcVLfEzFpaG1tjeLFiyM+Pl7qLZWbPn78KPVR0RaFQoE//vgDbm5u6U41zci3336L6tWrY82aNbkyETQ9x44dg7GxcbbWmF29e/eGm5sb1qxZk+ngnJMnT+LOnTsYOHBgrlW5iVf5vkwUir1GxJ4++qhOnTp48eIFunfvru2loGrVqliyZAlCQkJw5MgRdO3aFf7+/rh9+zYqV66skogVTwI+fvyY6kBe7MmU3W3HIrGS4OTJkyhXrhw6duyY5v3Kly+P+fPnIzg4GEePHsXKlSsRFBSE06dPY9CgQdlKIDdv3hzu7u7YsmWLSiXuwYMHUahQIXTs2BHnzp1DYGAgrl69CrlcnqWTyJQsLS3RpEkTnDt3LsNq38+fP+PRo0fSzzwtEyZMgIuLCxYsWCCd1GaWKLx//z5OnjyJ6OhodO3aFatXr0ZcXBwmTZqU6drFvyNffka0bNkSx48fz/IgIpGzszOsrKykqjFWBugPsbovPj4eRYoUSXVxoUWLFjAwMJAuskVFReHu3buoV69ejk5wq1WrBmNj4+wvPBN9+vQB8F8LAyY+8hcxQX3hwoVM7ysOMsnoMzglMYGd1YtH5ubmqFatGrp3747Zs2fjn3/+gaenJ77//nvs2bNHGtimS8SqLzFRrq4vB6WRfunWrRv27t2Ld+/eoV27dvjw4QOePn0KhUKRK8UFRPkRE4V5rH379tJ0yS9duHABxsbGuHv3LmJjYzF37lxUqlQJlpaWcHBwQPfu3VMljObNm5etvnI7duyAsbFxuv+NGDECtra2iI6OTrdHVFBQEJo3bw5HR0dYWVmhQoUKmDlzpsqkSQsLC5w6dQpVqlSBlZUV6tevj0uXLsHCwgJ2dnYwNDTEq1evcr2qsH///qhcuTKuX7+eq8+rjqtXryIiIgJt27bN1uPlcjl++OEHKBQKactHbouOjsbZs2fRpEmTPG1ubGhoiKlTp+Lz58/SyVZ6VqxYAblcjjFjxuTa66e39Vg8gNT3P/r57WquoaEhWrRogV27diE8PBy//PILtmzZonKflCdMX24NmjhxIjZv3oxGjRrlaB0p++ZMnDgx0+pEuVyOr776CiNHjsxxRZpMJsO4cePw8eNH6b0/efIEt27dQps2bTBy5EgAwObNm3Ht2jVUrVo1W9v0W7VqhcTERPz999/p3uf+/ftQKpWp+hOmZGpqitWrV+PTp08YPXo0gKwlCsUKyY4dO6JJkybo1KkTDh8+jL/++ivDdaeXKMwuAwMDlSpEVgfoDycnJ5QsWRJA2vFUuHBh1K5dG6dOnUJ8fDyuXLkCQRCy3Z8wrzRu3Bh16tTB9u3bERYWxkRhPlOrVi3I5fIs9Sm8desW3NzcsnwBRPzbVadOnWytzcLCAn/88QecnJzw+vVrODg4aDSprQnGxsZwcnLKdqJQlyceU+5o37491qxZg/DwcIwdO5bFBVTgMVGYxwYMGICTJ0+qDPsQbd++HZ6enqhYsSK+/vprbN++HXPnzsX9+/dx+PBhJCUloX79+tK2spzo0qULwsLCUv03ffp0GBsb45tvvpF6O6VX8WdkZITevXvj2LFjCAgIwHfffQc/Pz/s2rVLOoEOCAjA7Nmz0a1bN1y7dg2NGzfGlClTEBISArlcDnt7eyQmJkq9qXLDkydPcPToUcTHx6Nbt25ZqopUKBTYv39/lhvnZ8WhQ4cAJP9hyS5vb28MHjwY58+flybW5VRoaCi2bNmCHj16oHz58khMTEw3ea1JDRs2BIAMk7k3b97E//73P3Tt2jVX++GYm5vDwcEh3YpCfU8U5mc2Njbo1atXqq2kKROFX574lixZEv369ctxAtTZ2RmmpqYoUaIEevXqlaPnyo5u3brBwcEB69atQ0JCgpRU69y5M+rVq4dKlSphy5YtePPmjdrbjkXitsqMth+nN8jkSy1atEC7du2krWrpDZmws7NDkSJFcOvWLRw5cgTVq1eXTsaWLFkCc3NzjB8/XhrWkpb0ph7nhBhj1tbWqbafUsElk8mkpJ+4u+JLvr6+iImJwfnz56XETn5PFMpkMsyYMQOJiYlYvnw5AgMDYW5urhO95vSBpaUlqlWrhkuXLmV4YTgiIgLPnz9Xq2J8+PDh2LZtGxo0aJDt9dnZ2eHIkSMoUqQIKleunO3n0aby5csjODhY7eKExMRE3L17V6cnHlPu+Oabb9CyZUvs2bNHqs7ObssJovyOicI81qpVKxQrVgw7duxQ+b7YPHjAgAFYu3Ytrly5Aj8/P3Tp0gVlypSBt7c3Dhw4AFdXV3z77bc5ri4zMzODvb29yn+PHj3C0qVLsXbtWtSpUwcWFhaQy+WpphaLnJ2d0a9fP3h4eKBEiRKoUqUKWrZsKW0zA4AtW7agVq1a6Nu3L1xdXfHNN9/Azc0NGzZsAJB8EG5sbIzXr19L25NzasOGDRAEAQMHDsTz58/Rs2fPTJtD//bbb+jTp0+u9QMUBAGHDx+Go6Oj2tv/vjR//nwUK1YMU6ZMydbwl+joaBw5cgRjx46Fu7s7ypcvj2HDhuH333+Hi4sLZs+ejYEDB+ZojdlRsmRJlCxZMsNE4bJlywAkb2PMbS4uLqkqCoODg2FpaQl7e/tcfz3SrGLFisHBwQGA5ipkDA0NsXPnTuzfvx8mJiYaeY2MmJiYYMSIEXjx4gV+/fVXadtxs2bNIJPJ8O233yIuLg7Af9ut1VWqVCl4eHjgxIkTSEpKSvM+WU0UAsDy5culqpf0fq9kMhnc3d1x48YNREVFqWwRL126NKZOnYrHjx9j7dq16b5Oej0Kc0JMFDo5OeW7KlvSLHH7cXrxJPYX/fPPP6VdElndBqpNzZs3h7e3N7Zu3Sr1c+XE4/yjXr16iIyMTDUwISV1+hOKbG1t0bNnzxx/jlWoUAEBAQHYs2dPjp5HW8qXL4/4+HiEh4er9bhJkybh5cuXWrmoTvmLTCbDhg0bULRoUZw9exYAiwuo4Cpwl0U6dOiQ5vhyTXF2dlaZIpcZQ0ND9OrVCzt37sS0adOkP9oHDx6EQqFAt27d0LRpU/j4+KQ6CTMwMMDo0aPRr18/3LlzR+3m7BkJDQ1Fjx49MHjwYClpJJPJYGZmhtjYWAiCkOEBxqtXrxAaGorr16+r9O26du0aunbtis+fP0u9Chs3bowzZ85I78nBwQGhoaF48+YNSpQokaP38enTJ2zbtg2urq746aefYGpqivXr12P69OlS0iktYvXfzz//jOnTp0tb9hISEjBlyhT4+vriq6++yvI6AgIC8OTJEwwfPjzHB2a2trZYvHixlGQtV64cypQpg7Jly8LJyUn6/6VLl4aJiQkUCgX8/f1x8uRJnDx5EleuXJFO+EuXLo2BAwfCx8cHTZo0ydPJtmnx8vLC0aNH8enTp1RTGoODg+Hn54cWLVpo5ATM2dkZFy5cwIcPH6Tm8cHBwShXrhyTAjqqQYMGuHTpUo4mhmamXbt2GnvurBg8eDAWLVqEOXPmIDQ0FH369JG2gPXq1QvTp0/H58+fs11RCCRf0Pr+++9x5cqVVFOiHz16hPPnz6NIkSLS9syMlClTBt9//z0WL16MChUqpHs/d3d3nDt3DgBS9X4cN24cduzYgYULF6JHjx5pvm5ERATMzMzU7kWYkZSJQtIvYtynt12+SpUqKFWqFI4ePYpXr16hXr16OlFpJFYVtm/fHgkJCdx2nM/UrVsXa9euxYULF1RaXaQkJgq1NXBM28eNOSFuEX306FGWK2m3bduG9evXo3Hjxvjuu+80uTzSEfb29li/fj26du0KMzOzHJ+7EuVXvIyoBf3798eTJ0+kkyIgedtxhw4dYGNjg8ePH6d7gCB+P7s9NtLy+fNndO7cGZUqVcKKFStUbjM3N4dCoUB8fHy6j69fvz4qVaqErl27okGDBpgzZ450m9jLJC4uDh8/fgQAlChRAm/evJHuU6RIEZiamuLNmzeZVv5lZs+ePYiKipISdMuWLUO9evWwZs0a7N27N83HxMfH48SJEzAyMsK7d++wa9cu6bYffvgBP/74I7p3767WpDQx8ZhbSYXevXtj+vTpqFChAsLDw/Hrr79i2bJlGD58OFq1agV3d3dYW1vDyckJJUqUQP369TFnzhzcvn0bLVq0wOrVq3Hv3j08fvwYGzZsQOfOnfPFwZ63tzcUCkWaU/5Wr14NpVKJiRMnauS1v+xTGBsbi/DwcF4Z1GEbNmzAtWvXCnSi19bWFgMGDJCGNXXu3Fm6zcbGBuPHj0eDBg1yFMdt2rQBABw9ehQAoFQqsXLlSlSrVg2VK1dGYGAgGjZsmOWf84gRIxAWFpbhEBexT6GHh0eqtZuYmGDFihX49OkTpk6dmuqxkZGROHfuHGrXrp2l9WRVpUqV0KdPH/Tt2zdXn5fyP3d3d2zYsCHd3rgymQy+vr54+vQp4uLi8v2245R8fX2lajQmCvOXRo0awdTUFBs3bkx3e6y6g0zoP2KiMKvnUFevXsXIkSNRpkwZ7NmzB0ZGRppcHumQ9u3bY8aMGRgxYgSrsqnAyv+XP9WkTnWftri6uqJOnTrYtm0bGjVqhODgYFy4cAH//POPdB9NDK5Iz7fffouoqCj8+eefqa6Ii5V1nz9/hqmpaZqPX7JkCV69eoWYmBjMnTsXK1euVEnuiFv0xD6EX27Zk8lkcHBwwNOnT/H69et0ewJlRhAE/Pjjj7C2tkbv3r0BJPdR3Lt3L2rXro2hQ4eiUqVKqSo1T58+jZiYGEyfPh3r16/HmjVrMGjQILx58wYLFiyAnZ0dIiIi0KtXL5w/fz7dn0NKhw8fhq2tbapqnOySyWSYM2eOlISNjY1FaGgoQkND8ezZMzx9+hTPnj1DaGgo5HI5mjZtiubNm6NWrVr5uuG0t7c3gOTK05QnWm/evMH27dvh7e0t9TLMbWJPkeDgYNSoUUPqV8hEoe6ytLTM06E82jJq1CisX78e1tbWqaaVz5o1K8fPX716dTg4OODYsWOYO3cuBgwYgN9++w1FixbFwIED0b59ezRt2lSt58wsqSgO5erWrVuat/v6+qJVq1bYv38/Bg8erPK5sHv3biQmJmLAgAFqrSkzcrk81dAc0g8ymSzTlhy+vr7YtGkTgPzfnzAlmUyGBQsWoHPnzmjSpIm2l0MpFClSBMOHD8fKlStx8OBBdOnSJdV91B1kQv8Rq9qzkih89eoVunbtCrlcjl9//TVX+99SwTB79mxtL4FIowpcolBXDBgwAGPHjsXatWuxfft2uLi4SCc+5cuXx8OHD9N8nPj93JqwtGzZMhw7dgxnzpxJ849gykRhWs3cP336BFNTU1SrVg3lypWDkZERhg8fjnHjxknDSqKiogAAcXFxMDIywr///ptqO4+trS3evHmDt2/fwsbGJlvv5dy5cwgMDMSoUaNUkgX29vbYt28fmjVrhq5du+Ly5csq7+Xw4cMAgJ49eyIhIQHLly/HiRMncPDgQcTExGDbtm24ffs2FixYgKlTp2L16tUZruPZs2e4ffs2evfurbGrj2ZmZnB1dU238lRXeHp6QiaTpepT+OOPPyI+Ph4TJkzQWHWYmCgUKwo5yIR0hZOTE1avXg0rKyuNXAgwMDBAy5YtsWXLFjRu3Bj+/v7o0KEDtm/fnqULJdlRo0YNXL58OcO+h8uXL8fJkycxduxYXLt2DYaGhhAEAVu3boWtrW2OBkcRqatJkyYwNTVFYmJitnuCaouPjw/ev39foKuvddXEiROxefNmzJkzBx06dFC5gP/27VuEh4czwZtNJUuWhJmZWaaJwvj4eHTt2hWvXr3Czp07c7XVExGRrmCiUEs6d+6M8ePHY9++fdi9eze+/fZb6YCta9eumDVrFu7cuaNy0qRUKrF27Vq4ubllqYl8Zk6cOIFZs2Zh586d6T6fqakpDAwM0pwGLAiCNL1Z7BmlVCqRmJgIpVIJuVyOWrVq4eLFi1LVi7m5OU6dOpVqi5hMJkOJEiUQHBwsNaVXR2xsLObOnQsAGDJkSKrba9eujdWrV2PEiBHo27cvDh06BLlcDqVSiSNHjsDV1RUVKlTA8OHDsXr1akycOBHBwcFo3rw52rRpg1atWuH8+fNYv3494uPjYWtrCyMjIxgaGsLIyEj6z9DQEP7+/gC038tMF1hbW8PV1RU3btyQvhcTE4MNGzagXLlyGv0Zfrn1WEwU5lYSnkiThg4dqtHnb9WqFbZs2QJ/f38MHz4cK1askKbZa0pmPbdcXFwwfvx4LFq0CBs3bsSIESNw9epVPHjwACNHjtRYEpMoLebm5hgzZgw+fvyYqseuLmCSMH8qWrQoxo4di/nz52PXrl3o37+/dFt2BpnQfwwMDFCuXLkME4WCIGD06NG4evUqJkyYkG6VOxFRQcdEoZZYWlqiS5cu+O677xAdHa3SA2nMmDE4cuQIOnbsiCVLlqBmzZqIiIjA4sWL8fDhQ5w4cULlAC82NjZVjzcrK6sMx7U/fvwYffv2xcCBA1G/fn28fv1a5XZjY2MULlxYGmjy+fPnVANNtm7disjISHh5eeHVq1fw9/fHzJkz0aVLF6mSbtSoUWjWrBlcXV1Rs2ZNXL16Ff7+/li/fn2qNVlbW8PS0hLv37/PcEuFuC1bXMunT5/QqVMnXLhwAUOHDk23Yf6gQYNw48YN/PLLL5gzZw7mz5+Pa9eu4c2bN+jXrx8AwNHREZ07d8a+fftgaGiI5cuXQyaTQS6XY/v27ahfv36WtqJZW1ujefPmmd6Pkrcf79ixAxEREShevDi2bNmCDx8+YNGiRRpNTBQuXBi2trbSlmNWFBL9x8fHB23btkWDBg0wevTofJNUmDJlCnbv3o05c+agS5cu0udxbm87JsqK+fPna3sJVACNGTMG69evx/z589GjRw+pZQ8ThTlXvnx5+Pn5IT4+PlUrJADYtGkTfvnlF3z11VdYsGCBFlZIRJQ/MFGoRQMGDMAvv/wCX19flYlJpqam+Pvvv7F48WLMmjULoaGhsLKyQqNGjXD+/HlUrlxZ5XkeP36cattL06ZNceLEiXRfe9++ffjw4QM2b96MzZs3p7q9YcOGOHnyJIDkq+afPn1CQkKC9EdVEARERUVh165dWLJkCQRBQOnSpTFs2DCV5t916tTBjh07MH36dPzwww9wcXHBb7/9luo9AMmJv5IlSyIoKAgfPnxIc91KpRKenp748OEDunXrho4dO2LatGk4f/48hgwZkuG2YJlMhjVr1uDevXtYsmQJPD09cfXqVQCq1X/jxo3Dr7/+itGjR8PNzU36fokSJRAYGCgNXUlKSkrzfxMTE1GmTBlp2zZlTEwUXr9+HV999RXWrFkDOzs79OrVS+Ov7ezsrFJRaGNjwz40REj+O/Tbb79pexmpmJubY+nSpejevTvGjh2L48ePo2bNmqhSpYq2l0ZElCusra0xadIkTJ06FZs3b8bIkSMBJCcKDQwMOMgkB8qXLw9BEPDkyZNUw3zOnz+PcePGwcXFBTt37tR4FT0RUX4mE/JyaoaaBEFAdHQ0zMzMUlUzxMXFITw8HKVKleJ2Iw2LjIxEaGgoXFxcUKhQIZXv2dvbS9uOMxIdHY23b9/Cyckp0+lQjx49QlhYGIoUKYLq1aur3HbhwgU0bdoUZmZmKtuhR40aJVX/ZSY8PBy1a9dGbGwsrK2tASRvP025rrCwMDg6OubZJCuFQoGgoCBUrFhR7w5Mbt68idq1a2P69OlwcXHBN998gwULFmDy5Mkaf+1evXrh119/RVRUFNzc3ODg4IDLly9r/HX1nT7HO+WcIAho2bIlTp06BSB52nVmgyfyE8Y/6RvGvPpiY2Ph5uaGpKQkBAUFwcLCAi4uLrC2tsatW7e0vTydtWPHDgwaNAi//vqrSpFAynOD8+fPw93dPUevw5ingoqxrdsEQZByIJnlTTjPmzIlVsZ9+vQJQPIHxMuXL2FoaJhqKEl6rK2t4eLikqXEW/HixQEAa9euTXXbwYMHAQBnzpzBmTNnMGzYMHz//fdZThICQKlSpbB3717Exsbi5cuXaNOmTap1lS5dmuPu80iVKlVgYmKCa9euYcWKFbCyssK3336bJ68tbs8PCAjAy5cvue2YSAfIZDKsXLkShoaGsLCwSHMyKBGRLjMzM8P06dMRERGBH374QRpkwm3HOSO2J3r06JH0vdjYWHTp0gVv377F1q1bc5wkJCIqCLj1uIC6cOEC2rRpk+7t79+/z/Q52rRpgwsXLgBI3vILJDcCFgQBffr0wXfffacyjS23mJqawsLCAhcuXMC5c+ekadBKpRJ+fn4oV64cqlWrBplMhrp162brNRo2bIjly5dj/Pjx6N69e24un9RkZGSE6tWr49SpUxAEAePHj5cqVzVNTBT+/fffANifkEhXuLm5Yfv27ZDL5bCystL2coiIcl3//v2xcuVKrFixAmXLlgXA/oQ5JQ6sEweaCIKAYcOG4ebNm5gxYwbat2+vxdUREeUfTBQWUJ6enrh+/XqOnmPDhg3S9t4nT54gKSkJ5cqVw6NHj1C4cGEUK1YsN5aaJhsbGxgaGuK7777D2bNnIZPJcPnyZbx8+RKTJ0/Olcb6I0aMQL9+/WBpaZkLK6ac8Pb2xpUrV2BkZIRRo0bl2euKk4+ZKCTSPawkJKKCzNjYGDNnzsSAAQMwYcIEAEwU5lSRIkVQuHBhKVG4du1a7NmzB61bt8bMmTO1vDoiovyDicICyszMLMdJj5S9B42MjBAZGQkjIyOUKFEiS70Gc8LIyAgdO3bEsmXLcOzYMbRu3Rq///47AKBTp0659jpMEuYPXl5eAICePXtmqedlbhETheJQm/QmZhMRERHlte7du2PZsmUIDAyEgYEBPDw8tL0knVe+fHk8fvwYp06dwpQpU1CxYkVs27aNLYeIiFLQ2U9EsaIsH89iKVDEPoXv37+Hubk5bG1tNfZa4r/p0KFDYWZmhlmzZiEpKQm///47nJ2dUa1aNY29NmlH+/btMWXKFMybNy9PX9fBwQFmZmbS1npWFBIREVF+IZfLMWfOHACAq6urdDxO2Ve+fHlERESgR48esLS0xMGDB6XhhkRElExnE4Vib7y4uDgtr0Q/pDwwKVmyZK5s/U2P+G9aokQJDB8+HAEBAZgwYQJevHiBjh07avS1STvMzMwwf/58ODg45OnrGhgYwMnJCUDydhRNJsCJiIiI1NWuXTsMHjwYo0eP1vZSCgSxT2FUVBR27tzJ3SRERGnQ2a3Hcrkc1tbWiIyMBJA8AIMJJM0xMDCAXC6Hubk5jI2NNZKgFQQBcXFxiIyMhLW1NeRyOSZNmoSff/4ZP/30EwCgc+fOuf66pN+cnZ0RGBjIakIiIiLKd2QyGX788UdtL6PA8PT0BADMmzcPvr6+Wl4NEVH+pLOJQgAoXrw4AEjJQtIsExMTAEB4eLhGX8fa2lr6ty1cuDDGjx+P2bNnw8nJCdWrV9foa5P+EROETBQSERERFWzNmzfH48ePUaZMGW0vhYgo39JIojAsLAzLli3DuXPnEBERAXt7e3Tt2hUTJkyAsbFxrr2OTCaDnZ0dihYtiqSkJPYr1HEymQyGhoaQy+Uq3x81ahSOHz+OHj16sGqUcp040ISJQiIiIqKCTSaTMUlIRJQJjSQKHz16BKVSiVWrVknb+saOHYvPnz9j/vz5uf56crk8VXKJCg5LS0ucP39e28ugAqpOnTqQy+Vo2LChtpdCREREREREpFUaSRT6+PjAx8dH+rps2bIIDg7G1q1bNZIoJCLKLg8PD8TExPBiAxEREREREem9POtRGB0dnelE0fj4eMTHx0tfi1uJFQpFgdxyGhQUpPJ+SX8JgoCEhATcuXOnQMY6UUqMd9JnjH/SN4x50jeMeSqo9CG2TUxMULFiRW0vQyPUadWXJ4nCkJAQbNq0KdNqwlWrVmHJkiXS15aWlggICMDjx48LZP/BmJgYKJVKbS+D8pGEhARtL4EozzDeSZ8x/knfMOZJ3zDmqaAqyLGdmJiIoKAgbS9DI9Tp0SoT1MjAzZkzB2vWrMnwPlevXkWFChWkr1++fInWrVujfv36WLt2bYaPTa+i0NjYuMBmrImA5KrZ4OBglCtXjltgqcBjvJM+Y/yTvmHMk75hzFNBxdjWbWJFqLW1dab5NbUqCkeOHImePXtmeJ+yZctK///Vq1do27YtatasidWrV2f6/CYmJjAxMZG+FgQB0dHRkMvlTBSSXuBgHtInjHfSZ4x/0jeMedI3jHkqqBjbukljW4+LFi2KokWLZum+L1++RNu2beHh4YEff/wRBgYG6rwUERERERERERER5SGN9Ch8+fIl2rRpg1KlSmH+/PmIjIyUbrOzs9PESxIREREREREREVEOaCRReObMGYSEhCAkJATu7u4qt71//14TL0lEREREREREREQ5oJFEYc+ePTPtZUhERERERERERET5BxsHEhEREREREREREROFRERERERERERExEQhERERERERERERgYlCIiIiIiIiIiIiAhOFREREREREREREBCYKiYiIiIiIiIiICEwUEhEREREREREREZgoJCIiIiIiIiIiIjBRSERERERERERERGCikIiIiIiIiIiIiMBEIREREREREREREYGJQiIiIiIiIiIiIgIThURERERERERERAQmComIiIiIiIiIiAhMFBIRERERERERERGYKCQiIiIiIiIiIiIAMkEQBG0vIj2CICA6OhpmZmaQyWTaXk6u6/BrB4S8D9H2Mig/EID4hHiYGJsABS/UiVQx3kmfMf5J3zDmSd8w5qmg0oPYdrZ1hl8XP20vQyMEQUBsbCysra0zza+xopCIiIiIiIiIiIhYUUiUHygUCgQFBaFixYqQy+XaXg6RRjHeSZ8x/knfMOZJ3zDmqaBibOs2VhQSERERERERERGRWpgoJCIiIiIiIiIiIiYKiYiIiIiIiIiIiIlCIiIiIiIiIiIiAhOFREREREREREREBCYKiYiIiIiIiIiICEwUEhEREREREREREZgoJCIiIiIiIiIiIjBRSERERERERERERGCikIiIiIiIiIiIiMBEIREREREREREREYGJQiIiIiIiIiIiIgIThURERERERERERAQmComIiIiIiIiIiAhMFBIRERERERERERGYKCQiIiIiIiIiIiIwUUhERERERERERERgopCIiIiIiIiIiIiQB4nC+Ph4NGjQALa2trh3756mX46IiIiIiIiIiIiyQeOJwtmzZ8Pe3l7TL0NEREREREREREQ5oNFE4T///IPTp09j/vz5mnwZIiIiIiIiIiIiyiFDTT1xREQExo4di127dsHc3DxLj4mPj0d8fLz0tSAIAACFQgGZTKaRdWpT542dERIZou1lUD4gQEBCQgKMjY0hQ8GLdaKUGO+kzxj/pG8Y86RvGPNUUOlDbDsXdcZvQ37T9jI0QsyvZYVGEoWCIGD48OEYMGAAqlevjrCwsCw9btWqVViyZIn0taWlJQICAvD48WO13pSuiImJQXxCfOZ3JL2RkJCg7SUQ5RnGO+kzxj/pG8Y86RvGPBVUBTm2Y2JiEBQUpO1laIRMJkOZMmWydl9BjQzcnDlzsGbNmgzvc/XqVZw+fRp+fn44duwY5HI5wsLC4OHhgXPnzqFKlSrpPja9ikJjY+MCWVFIJFIoFAgODka5cuUgl8u1vRwijWK8kz5j/JO+YcyTvmHMU0HF2NZtgpBcEWptbZ1pfk2tisKRI0eiZ8+eGd6nbNmyOHfuHK5fvw47OzuV25o0aYIuXbrgp59+SvOxJiYmMDExkb4WBAHR0dGQy+VMFJJekMvl/NAlvcF4J33G+Cd9w5gnfcOYp4KKsa2bNLb1uGjRoihatGim91u8eDFmzJghff369Wt06tQJW7duhaenpzovSURERERERERERHlAIz0KS5UqpfK1paUlAMDJyQklS5bUxEsSERERERERERFRDhhoewFERERERERERESkfRqpKPxS6dKl8f79+7x4KSIiIiIiIiIiIsoGVhQSERERERERERERE4VERERERERERESUR1uPs0sc36zOGGciXSQIAmQyGQRBYLxTgcd4J33G+Cd9w5gnfcOYp4KKsa3bUubXZDJZhveVCfn4X1ipVOLjx4/aXgYREREREREREZFOs7KygoFBxpuL832iUJRZxpNIl0VHR6Ny5coICAiAtbW1tpdDpFGMd9JnjH/SN4x50jeMeSqoGNu6LWXqL7NEYb7eepzZ4okKCplMhpiYGMhkMibFqcBjvJM+Y/yTvmHMk75hzFNBxdjWber8mzETR0REREREREREREwUEhEREREREREREROFRPmCiYkJpkyZAhMTE20vhUjjGO+kzxj/pG8Y86RvGPNUUDG29Ue+HmZCREREREREREREeYMVhURERERERERERMREIRERERERERERETFRSERERERERERERGCikIiIiIiIiIiIiMBEIRERaUBMTIy2l0CkFZwRR0RERES6jIlCIg16+vQpFi9ejJCQEG0vhShPhIWFoVOnTpgzZw4AQKlUandBRHnow4cPKklyJg2poEtKSgLAz3rSH4x5KqgiIyMRGhqK6OhoADyG0XdMFBJpgCAIGD9+PDw9PfH69WuUKFFC20si0ihBEDB27Fh4enri+vXruHjxIpRKJQwM+GeG9MPkyZPRtGlT9OjRA0OGDMHr168hk8m0vSwijZk6dSq6desGAPysJ73AmKeCSBAETJkyBU2bNkXfvn3RtGlThISE8BhGz/ETjiiX/fbbb3BxccHNmzdx6tQprF69GqampgB4ZYYKph9//BFlypRBQEAAzpw5g5kzZ8LIyAgRERHaXhqRxsXExKB79+64e/cu1q1bh27duiE0NBTdunVDYGCgtpdHlOuCgoLQtWtXHD9+HKdPn8aBAwcAsMKKCi7GPBVU586dQ926dXHr1i2sX78eM2fORPHixTFp0iRtL420zFDbCyAqaPbt2wcrKyvs27cP9vb2CAwMxOvXr+Hs7IzixYvD3NwcgiDwKg0VCE+ePMHx48exePFi9OzZE0Dy9suAgAAoFAoAYLxTgXbv3j2EhoZi06ZNqFKlCurVqwcfHx94eHhg06ZNmDx5MqvKqUB59OgR7O3tMWrUKPz555+YNWsWOnToACMjI20vjUgjGPNUUN26dQu+vr4YP348LC0tAQCBgYG4fPkyFAoF5HI5j+P1lExgiRNRrgoICECfPn3QuXNnPHr0CLdv34aFhQXev3+P+vXrY/PmzdpeIlGuSUhIgJGRkXQAIQgC7t+/j759+2Ly5Mno3r27lldIpFlHjx7F0KFD8fz5c+l79+7dQ+fOnWFhYYGpU6eia9euWlwhUe4Q20m8f/8eERERqFixIsLCwvD111+jW7dumD17NltOUIHwZRy/e/cOb9++ZcyTzvsyXt+/f4+YmBiUKlUKQHKfwu7du6NmzZqoX78+WrZsqa2lkpbxU40oB1auXInp06fjl19+QUJCAgCgcuXKaN68OdauXQsjIyNs27YNGzduxMKFC3H8+HEsX74cALchk276MuaNjY0hk8mk7TcymQxFixZFfHy89DvBWKeCIq3PfAcHB9jb2+P777+X7rd9+3Z07twZJiYmOHnyJAD+HpBuOnLkiNTYXjy5tLW1RcWKFQEAJUuWxNixY7F+/XqEh4fDwMCAsU46benSpRg1ahSWLVuGd+/eAQAKFy7MmCedl1Zs29raSklCPz8/VKxYEYaGhnjx4gVGjhyJYcOGISwsTJvLJi1hRSFRNjx+/Bh9+/aFgYEBKlasiNOnT6Ny5cqYMWMGateujejoaKxZswZ9+/ZFmTJlpMetW7cOK1asQHBwMAwNufOfdEd6MT979mx4eXlJ9xOvVPr6+sLJyQnr16/nlgXSeWnFf6VKlbB48WK4u7tj8+bNmDZtGry9vfHgwQMUK1YMZ86cwfHjxzF16lQ8ffpU22+BSC0XLlzA+PHjERwcjJUrV6J///7p3vfff/9Fly5dUKJECezatSvvFkmUi54/f47evXsjMTERdevWxZEjR1CiRAmMGTMG7dq1UzmWYcyTLskstkVnz56FoaEh6tWrBwC4ffs2fH19sXfvXjRu3FhLqydtYUUhUTb8/fffsLKywtmzZ7F161ZcuXIFHz58wKZNmxAcHAxra2uMGTNGJUkIJFeeGBsbIygoSEsrJ8qe9GJ+/fr1UhJETBImJCSgXLlyiIyMRExMDJOEpPPSiv/o6GisXLkS4eHhGDJkCI4cOYIuXbpg8+bN8Pf3h5WVFT5+/IiyZctKV+6JdEFQUBC2bt2KRo0aoW/fvlixYgVev36d7v2LFCmCyZMn4/jx47h48SIA4H//+x+Cg4PzaslEOXb+/HkolUocP34cy5Ytg7+/P+zt7bFhwwbcu3cPMpkMSUlJABjzpFsyi21Ro0aNpCQhAFSoUAEAWFGop5goJFJTUlISHj58iGLFikEulwMA7OzsMGHCBDx//hx79uwBAFhbW6d67PXr1+Hl5QV3d/c8XTNRTmQW8zt37gSQvC1NqVTC2NgYhQsXxps3b2BpacktOaTTMov/bdu2AQDq1auHQYMGoUWLFgAAhUKBq1evwt3dHYULF9bW8onUZmtriyZNmmDQoEGYP38+lEolfvzxxwwf06hRI3To0AHDhw9H8+bN0bt3b0RFReXRiolyLiwsDEZGRrCwsAAAWFhYYMSIETAxMcGaNWsAAIaGhtIxDWOedEVWYjstv//+O6pWrYrmzZvn1VIpH2GikEhNhoaGiI+PR1xcHJRKpTTZtX379vDw8IC/vz/u3r0r3T88PBxhYWGYNGkSjh07Jg13YPKEdIU6MS/2KmzUqBECAgLw9OlTVhSSTsso/qtVq4abN2+qfOY/efIET58+xcSJE3HlyhV069YNAD/zSXcUL14cvXr1QsWKFWFlZYXp06dj8+bNKpUnX3r16hXev3+P8PBwVKpUCUFBQfD09MzDVRPlTFxcHORyOd6+fSt9T5xi/+jRI5w5cwbAf5/ljHnSFVmNbSD5GCYkJASTJk3CvHnz0LZtW9jb22th1aRtTBQSqUE8Qezbty/OnDmDwMBAyOVyaStC+/bt8fz5c4SEhABI/rDdtGkTvvrqK9y5cwf79+9H27ZtAYDJE9IJ6sa82HszJiYGvXr1go2NDRMkpLPUjX8AOHPmDLp27YqAgADs27cPDRo0AMDPfNItKQc09OrVC1WqVMGiRYuk2E/p8ePHGDx4MF69eoWLFy9izZo1sLKyyuslE2WLeIGzR48euHHjBm7evKlye6NGjWBiYoLbt28DSP7dYMyTLlA3tj98+IC9e/eiY8eOuHfvHg4ePIgRI0bw+EVPcZgJ0RdiY2NhZmaW5m1JSUkwNDREXFwcOnfuDCMjI/j5+ak0OK5Rowa6d++OyZMnIzY2Fv7+/lAqlWjYsGFevg2iLMuNmO/RowcmTZoEhUIBuVzOASakM3Iz/gHg/fv3ePbsGapXr55n74FIHVmJeZEY65cuXUKbNm2wa9cu+Pr6QqFQ4MOHDyhSpAiioqIQFhaGKlWq5NVbIMqWtI5NUsb8gAEDEBISgt9//x1FihSR7tO8eXPUqFEDS5YsAQB8/PgRz549Y8xTvpGT2K5evTqWLl0KAHj48CGioqJQq1atvFs85UusKCT6f4mJiRg/fjz69OmDoUOH4vr169LV9ISEBADJ1VIKhQLR0dGYNm0aLl68iK1bt0r3+/DhA8zNzWFrawsAMDMzQ/369ZkkpHwpN2O+UKFCACD1cGOSkPI7TcQ/kNzfjUlCyo+yGvNJSUmIiIgA8N9ned26ddGpUycsXboUZ8+eRbdu3bBhwwbEx8fDxsaGCRPKlxITE7Fu3TocPXoUgOqxiVgxbmhoiISEBISEhGDevHl4/Pgx1q9fL/UbTEpKgrGxscrnvJWVFWOetCo3Y1s8bwUAV1dXJgkJABOFRACAN2/ewMfHB/fv38fXX3+N+/fvY/z48VKDV2NjYwDAxo0bUaJECZw6dQr16tXD5MmTsXjxYowbNw6XLl3CsmXLEBMTg0aNGmnz7RBlijFP+ozxT/pGnZh3dHTEyZMnU7WNGDRoEO7cuYMOHToAgNQMnyg/+ueff9CgQQPMnj0bhw8fxqtXrwD812NQvLC5ceNGODk54ciRIyhVqhQWLVqEP/74A9988w2OHz+O2bNnIyQkRBpURaRtjG3KEwIRCYcOHRJq164tvHjxQhAEQfjw4YOwePFiwd7eXggMDBQEQRAGDBgguLm5CXv37hWUSqX02I0bNwq+vr5C3bp1hfr16ws3btzQynsgUgdjnvQZ45/0TU5iPikpSdi7d69QrFgxwcfHR7hz545W3gNRVsXExAijR48WpkyZIqxcuVJo0qSJsGXLFpX7xMfHC+PGjRPKly8v7Nu3T1AoFNJtf/75p9ClSxehefPmQpMmTYTr16/n9VsgShNjm/IKexSSXlMqlTAwMMDWrVuxfPlyBAYGSre9efMGQ4YMQWJiIo4dO4YbN26gQoUKsLa2Vnms+P/Dw8NRpkwZrbwPoqxizJM+Y/yTvslJzIs+f/6MHTt2wNTUFP3798/jd0CkPkEQcO3aNRQuXBjly5dHv379kJCQgBkzZqBy5crSfUJCQlCsWLE0P+cBICIiAsWLF9fKeyBKC2Ob8gq3HpPeOXToEM6cOYPXr19LH5hyuRzFixfHpUuXpPvZ2dlh3LhxuH79Ov73v//By8sLlpaW0u0pP2wNDAx4wkj5FmOe9Bnjn/RNbsW8yNzcHEOHDmWSkPKtlDEPJPdrq1WrFsqXLw8A6N+/P16+fIljx45J2zNlMhlcXFxUEuMpP+cBMJFCWsfYJm1hopD0xr59+1ChQgWsW7cOgwcPRv/+/XH48GEAQPXq1REfH49r165JDb0BwM3NDT4+Pjhw4ACA1B+yRPkZY570GeOf9A1jnvRNWjEvDndQKpVS4qRJkybw9vbG+fPnce7cOQBI1YOTKD9hbJO28WiACrykpCRs2LABq1evxsyZM3H8+HHs2rULTk5O2LlzJ2JjY1G1alXUqlULR48exbVr16THFi9eHEZGRlJTWCJdwJgnfcb4J33DmCd9k1HMb9++HfHx8TAwMIBMJoNSqQQAfPvtt4iPj8fx48fx6dMnCIKA4OBgAP9NiSXSNsY25RdMFFKB9+nTJ0RGRqJ79+7o1asXjI2NUatWLVSsWBEfP36UrqxPmzYNiYmJ2LZtG16+fCk9PjY2FoUKFdLS6onUx5gnfcb4J33DmCd9k1nMJyUlSfc1MDCAIAioUKECWrVqhVu3bmHZsmVo2rQpvv32WygUCibKKd9gbFN+wUQhFUhPnjyRyq5tbGzQrl07jBo1CgYGBtLVl5IlS+Lz588wMzMDkNyrZ/z48Xj58iW+/vpr/Pjjjxg6dChu376N1q1ba+29EGUFY570GeOf9A1jnvSNOjFvZGSk8ljxcY0aNcLt27exdu1aVKtWDSdOnGAihbSOsU35EROFVKD4+fnBw8MDPXr0QPPmzbFz504AQJUqVSCXy1UmPv3999+oUqUKjI2Npavt7dq1w88//4ymTZvi8uXLePfuHY4dO4Y6depo7T0RZYQxT/qM8U/6hjFP+ia7Mf9l5dXWrVvRrFkzNGjQADdv3sTq1athbGyslfdEBDC2KX8z1PYCiHLL6dOnMWfOHIwaNQpOTk44ffo0JkyYAKVSiW7dusHU1BQymQyCICA+Ph4PHjzAqFGjAEDlw7REiRJYvXo14uLiYGpqqq23Q5QpxjzpM8Y/6RvGPOmbnMS8oaHqaW7NmjWxZcsWdOjQQRtvhUgFY5vyOyYKSecJggCZTIbr16+jcOHC6NevH4yMjNCsWTPExcVh+/btKFKkCFq3bg2ZTAYAeP/+PT5+/AgvLy8AySXfW7duxcKFC6Xn5cEz5VeMedJnjH/SN4x50jeaiPnKlSujcuXKWntPRABjm3QHtx6TzhM/RB8+fAgnJycYGRkhMTERAPDdd9/BxMQEx48fx5s3b6THnD17FiVLloSdnR2mTp2K2rVrIzw8HImJiRwpT/keY570GeOf9A1jnvQNY54KKsY26QpWFJLOOX36NE6cOIGyZcuiZs2a8PT0BJDcxHXmzJlQKBTSh26hQoXQvXt3/PDDD3j8+DHs7OwgCAL++usvPHjwAB4eHihevDj+/vtvVK9eXcvvjChtjHnSZ4x/0jeMedI3jHkqqBjbpKtYUUg64/Xr1+jevTuGDBmC9+/fY9euXejYsSP8/f0BAPXq1YOVlRWWLFkC4L8pUP369cPHjx9x7949AEBsbCxiY2Nhbm6OZcuW4fLly/ywpXyJMU/6jPFP+oYxT/qGMU8FFWObdB0rCkknfP78GfPmzYO5uTn++ecflClTBgDg4+ODrVu3wtPTE3Z2dhgwYABWrlyJvn37wtHRUeoDUa5cOTx8+BAAYG5ujqlTp6JatWpafEdEGWPMkz5j/JO+YcyTvmHMU0HF2KaCgBWFpBPMzc1hbGyMnj17okyZMtJY+ObNm+PRo0cQBAFWVlbo0qULqlatioEDByIsLAwymQzh4eGIjIxEy5Ytpefjhy3ld4x50meMf9I3jHnSN4x5KqgY21QQyAR2wCQdkZiYCCMjIwCAUqmEgYEBBg8eDAsLC6xevVq638uXL9GmTRskJSWhevXquHbtGsqXL4/NmzejePHiWlo9kfoY86TPGP+kbxjzpG8Y81RQMbZJ1zFRSDrt66+/Rr9+/dCjRw8olUoAgIGBAUJCQnD79m34+/ujcuXK6NGjh5ZXSpQ7GPOkzxj/pG8Y86RvGPNUUDG2SZcwUUg669mzZ2jRogX2798vlWQnJCTA2NhYuwsj0hDGPOkzxj/pG8Y86RvGPBVUjG3SNexRSDpHzG1fuXIFFhYW0oftkiVLMHXqVLx9+1aLqyPKfYx50meMf9I3jHnSN4x5KqgY26SrmCgknSOTyQAA/v7+aNOmDU6fPg0PDw9s2bIFrVu3RrFixbS8QqLcxZgnfcb4J33DmCd9w5ingoqxTbqKW49JJ8XFxaFevXp4+vQpjI2NMXXqVIwdO1bbyyLSGMY86TPGP+kbxjzpG8Y8FVSMbdJFhtpeAFF2mJqaonTp0mjcuDEWLlwIU1NTbS+JSKMY86TPGP+kbxjzpG8Y81RQMbZJF7GikHSWQqGAXC7X9jKI8gxjnvQZ45/0DWOe9A1jngoqxjbpGiYKiYiIiIiIiIiIiMNMiIiIiIiIiIiIiIlCIiIiIiIiIiIiAhOFREREREREREREBCYKiYiIiIiIiIiICEwUEhEREREREREREZgoJCIiIiIiIiIiIjBRSERERERERERERGCikIiIiIgy0Lp1a0ybNk3byyAiIiKiPMBEIRERERHligsXLsDW1hZRUVHaXgoRERERZQMThURERERERERERMREIREREREl+/TpE4YOHQpHR0e4urrihx9+ULl93759aNKkCUqVKoWKFSti0KBBePv2LQAgLCwMbdq0AQCULVsWtra2GD58OABAqVRi5cqV8PDwgIODA+rXr49Dhw7l7ZsjIiIiokwxUUhEREREAIBZs2bh4sWL2L17Nw4ePIgLFy7g7t270u1JSUmYPn06zp8/j127diEsLExKBpYsWRI7duwAAFy/fh0PHz7EokWLAAArV67E/v37sXLlSly+fBnDhw/HkCFDcPHixbx/k0RERESULpkgCIK2F0FERERE2hUTEwMXFxds3LgR7du3BwC8f/8e7u7u6Nevn5T0S+nWrVto2rQpwsPDYWlpiQsXLqBNmzZ49uwZbGxsAADx8fFwdnaGn58fatasKT129OjR+Pz5M37++ec8eX9ERERElDlDbS+AiIiIiLTv6dOnSEhIgKenp/Q9W1tblCtXTvr69u3bWLx4MQICAhAVFQWlUgkAeP78OVxdXdN83pCQEHz+/BkdO3ZU+X5CQgKqVq2qgXdCRERERNnFRCERERERZerTp0/o1KkTmjZtik2bNqFo0aJ4/vw5OnXqhMTExAwfBwD79++Hg4ODym3GxsYaXTMRERERqYeJQiIiIiKCk5MTjIyM4O/vj1KlSgEAPnz4gCdPnqBevXp4/Pgx3r17h9mzZ8PR0RFA8tbjlIyMjAAACoVC+l7FihVhYmKC8PBw1KtXL4/eDRERERFlBxOFRERERARLS0v07t0bs2bNQuHChVG0aFEsWLAABgbJs+8cHR1hbGyMTZs2YeDAgQgMDMTy5ctVnqNUqVKQyWT466+/0Lx5c5iamsLKygojR47EjBkzIAgCateujejoaFy9ehVWVlbo0aOHNt4uEREREaWBU4+JiIiICAAwb9481KlTBz169ECHDh1Qu3ZteHh4AACKFi2KH3/8EYcOHULt2rWxevVqzJs3T+XxJUqUwLRp0zB37lxUqFABkydPBgDMmDEDkyZNwqpVq1CrVi107twZf//9N0qXLp3n75GIiIiI0sepx0RERERERERERMSKQiIiIiIiIiIiImKikIiIiIiIiIiIiMBEIREREREREREREYGJQiIiIiIiIiIiIgIThURERERERERERAQmComIiIiIiIiIiAhMFBIRERERERERERGYKCQiIiIiIiIiIiIwUUhERERERERERERgopCIiIiIiIiIiIjARCEREREREREREREB+D/OgveT6V8OSQAAAABJRU5ErkJggg==\n",
|
||
"text/plain": [
|
||
"<Figure size 1600x325 with 1 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"# Now Volume Z Score\n",
|
||
"zvscoredf = df.ta.zscore(close=\"volume\", length=30, prefix=\"VOL\", append=True)\n",
|
||
"zcolors = [\"darkgreen\", \"green\", \"silver\", \"silver\", \"red\", \"maroon\", \"black\"]\n",
|
||
"zvcols = df[[\"-4\", \"-3\", \"-2\", \"2\", \"3\", \"4\", zvscoredf.name]].tail(recent_bars(df))\n",
|
||
"zvcols.plot(figsize=ind_size, color=zcolors, linewidth=1.2, title=ctitle(zvscoredf.name, ticker=ticker, length=recent_bars(df)), grid=True).axhline(y=0, color=\"black\", lw=1.1)"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"# New Features"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"## Squeeze Indicator (John Carter and Lazybear Versions)\n",
|
||
"Squeeze Indicator (__squeeze__)"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 16,
|
||
"metadata": {},
|
||
"outputs": [],
|
||
"source": [
|
||
"# help(ta.squeeze)"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 17,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"image/png": 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J36XoFBCJiIiIiIhIifIUZ85QmLl3797F1r7jOPz9l7/z4+4f8fPyY9awWTSv3rzY2i8IPy8//tb9b9zd5W6aTbuB6+PWc0dAAtefeAfXJZmPdW16Nsv5jukDPiHgE4zjXR18gsGneubPfaqDd/WznwdT1SvePXrH5Qfk4711HEiLcQc8ye7AJ+bMDn7Y+ClDUk7xSAODLkF1CY75DGP2m/m6b5cBdvKxfB0r5ZMCIhERERERESlZ54ozZyjMXJjpZDkFH++sfIeP132MgcHkgZO5vP7lhe1psQmM386qgB208E8t0HmGnQrJx9yjdPJ5zj/aALMm4ph+4FOdfj7BOIszBEquKhgpp84GQicg6RiGnXk6WAhwhy/gC+BAav7CHgcT/OpwNNqhbpXcp6FJ+aaASEREREREREpWHkvW5+TCQCi7UCl8WzjPLH4GgDeue4NBrQflu728dF4WRmDdKOYsC8t/8WzHxtzxNubmF2nhpJ/fXKUxR1el8ZgRw7qABEJdMK79IIY3vQoz5cTZqVsnMJKPQWoUpEZjWIkF6q9hJxc4XMrxNlz+4Hdu6lsdHP9Q8KuL4xd69vXZKXG+NcFw8UFYGBPG5r/AuJQ/CohERERERESkRFnTp7E4LIxrJhQsQMhrlNGKQyu467u7AHj4sod5pPsjRWrvQpGp8Zxp5YeVn1XIHAcS9uBa+xDmyfOFrf901eZf/j355oZphE78C5NdBk803cGH9Q7x29o5fHY6himDplA7oHbWNu1USI12h0VpZzyf/zjnK/7SrweknuG7QxHUiIklINDmUv9qcPa4nMIlx6fG2aCnDhtjT/HL0c0ct6BuzS48cOUE/Ks1A7+64FWtzGohSdlQQCQiIiIiIiIVzq6oXQwJH0KKlcKAVgN447o3itymMSOc+gcOYMwIz3WZeMNxIH43ND2BUTMBasTg9X0D9zSusxwMJvpdwlv+PUjGAMO9iLivYzJxb1t6xlTj/k77iTgQQffPuvP1rV/Ts2HPzBcyfcCvjnvETobNf0Tt4MZ2zwPwwOnxuKqYWI7N4eveOn+QlQJpZ8Ol9EQc35ru4MflS2JaIvf+cC/h29xB1t8v/zuP9HkFl1mwEV4ZFWdNKSkbCohERERERESkQjmVcIoB0wcQmRRJt3rdmDxwcpHCjXOcYUNpWTMEJ8NII5dj09KKxNg/hZcTl9HROk2H9JN4//Q+9M1wckqGdvzrY3X/glc2fo/LMMGx3TvOTbWLj2dUams63PkVI2eNZHvkdq6dei2v9n2VR7s/ilEcI3dcvuCq6x4tlGHzkbgjDA0fytpja/E2vfngxg+4s/OdRb5cYWpKSfmigEhERERERESKVedlYUSmxhPiE5j/2j35lJSWxODwweyJ3kPT4KbMHjabKt5ViqdxK5m+navC3kkY0ev5KfY72lqn8ceC1V/z11xOdXxr4QR3xQm5HLvlQ+7l6vk+c/MXTLVrB6y4awVXvX4VW11beWrRU6w4vIJP//IpQX5BxXNPGaw7to7BMwZzNP4oIf4hfDvkW65udHWxX0cqJgVEIiIiIiIilVxERESpjvCITI3HZZhEZqjdUxxTkGzH5s7v7mTlkZVU96vOdyO+y752T36kxWGc2YBx5k+M6PUYZ/6E2K0YjuU55JIcTnX8G+JU7wI/bIaoIDgVgDVzcb5q9lz4PgT6BDIgfQAP3PQA4xeMZ86OOWw+uZlpQ6bRqXanPNsL8QkkcEsU8e1r5Hpc+LZw7vn+HpLSk2hbsy2zh82mWfVmebafp1OnMFaswFixAueGGzKNvpKKRQGRiIiIiIhIJbdkyZIynwJUHNd/ZtEzzN4xGx+XD+FDw2kd0jr/J8ftwjwyF+PMeozo9RC/ByPT5Kvs7TGD2eSqxS1t7sSp3pXXPpnP0y+66x25Xr4RTBfYliccyhjGZRfeXPg+uEaM5FrLou/2nVz6zhJGzRrF7ujdXPW/q3j/hvcZ22lsrv3b0GsCYYvCmDAu+5FajuPwf7/9HxOWufff0PwGpg6aSjXfannee7YSEjB++AFz8WKM337D2LnTs8tKS1NAVIEpIBIREREREanEXCNG0teycI0YiTV9Wll3p9A+XPMh7656F4BJN0/K/9So6PW4tv8b4/CsXAMhx3BBtbbuaWLVu+AEd6X1n9NJMv2wHJu/tHkSgO5X517rKGMYl1d4A0BMDH3Phkzd6nVj5d0rufO7O5m/dz73/nAvKw6v4J1+7+Dv7Z+/+80gKS2J++bdx7dbvwXg0e6P8lrf1wperyk9HWPRIsxvvsGYOxcjISHbw4wVKwrcRyk/FBCJiIiIiIhUMAWaMpYhgKiovt/5PX9f8HcAXu79MiPbj8z9BMfBOLUUc/sbmCcWZN1t+uIEdcSp3hWCu+BU74oT1B5cmUOYeGM2F0YpJT0SK6RKCHNHzOXV317ln8v+yed/fs6ifYu4q/NdjO00lgbVGuSrnWPxxxgaPpTVR1fjZXoxsf9E7ul6T/474jgYa9ZgfP015owZGCdPZj3E2xvnkktwrrwSp2dPnB498t++lDsKiERERERERMq5DRs20Lr1+elUeU0ZK+2aQyVpzdE13D7ndmzH5p4u9/BUj6dyPtixMY5+7w6GolZl3uVbB7vV37BDb4SqbcD0zvPa+a3vU9xMw+S5q57jivpXcMfcOzgQc4CXlr3EP3/9JzfE1KZ1dB1+vncJtV9+hzqBdbDIHP6tP76eITOGcDjuMDX8azB98HSuaXxN3hd2HNi8GXP2bMxp0zB27856SHAwzpAh2MOG4VxxBVQppgLhUuYUEImIiIiIiJRzGzZsYPjw4QAYM8Kpf+AAxoxwnGFDsxzbeVkYgdujiHctKfYVxErbvjP7GPTtIJLSk+jfrD8Tb5iY/RLwdhrGwWm4dryJEbst0y4noCl26/HYTcaCy69A18/XFLEMins637VNr2XnQzu5/f9uJ6ZZDL8e+pUfqx3nx2rHeQfgiyvcB/rCZ+98Rp2AOtQJqMPKoytJTEukdUhrZg+bTYsaLXK+iG27RwrNno05d272oZCvL85NN2HfdhvODTeAr2+R703KHwVEIiIiIiIi5VjX5ROo0jCOrssnsPGaf+IMG8qRzZsyhUMZRwxFpsZzppUfVoYVxCqi6KRoBkwfwMnEk3Su05mvb/0aL/OCX2HTEzH3fYG58x2MxIOZdjlBHbHaPInTYChceF5JKabpfBm/nlW8q9DR7siEMRPYGbmTqc/9hQ2BCZzwTuF4aFVOJp4k3U4nMimSyKRItp7eCkC/pv346tavCPYLznqB9HSMX3/FmDMH87vvMI4cyXKIYxg411zjDoUGDYLgbNqRSkUBkYiIiIiISDkWlZZAZAsfjLTsCwND5ilnWaZFBQVBTIz7YwkqzmltKekpDA0fyo7IHTSo2oC5w+dS1bfq+QNSozF3f4S5632M1NOZzrVrXond5imcujfka9n58ijj17PzsjAC60YxZ1kYG3pN4JX9LTwrp1mv/oTt2Dz90tPc8dAdnEw4yfGE4/h7+XNLq1syB2rJye5C03PmYPzwA0ZkZJbrOqaJ06sXzqBB2AMHQv36pXXLUg4oIBIREREREalgevfuneO+C6dFldTKZRcGQnnVRcov27G594d7+fXQr1TzrcbcEXOpV7Wee2fSUcyd72Hu/S9GeuYRUnboTdhtnsSpeWWR+1Ce5DUizDRMqlCFDrU7ZN0ZF4fx00/uUOjnnzHis7bh+PjgXHcd9qBBODffDDVrFvctSAWhgEhERERERKSCyRjEXDjCpLTkFggVpbjzi0tfZPrW6XiZXkwfPJ2OtTu6l6rf8wnGgakYdqrnWAcTp9FwrNZPQHCnQt9LpXL6NMYPP7hDoUWLMFJSshziBATg3HijOxS64QaoVq0MOirljQIiERERERGRCqw81hwqaHHncyatn8S/V/wbgM/6v0M/ew/mgmcxzqzPdJxj+mI3vRO71eMQ2KzY+l1RVYuNxfzwQ4w5czCWLcOw7SzHODVq4NxyC/bAgTjXXQd+BSvYLZWfAiIREREREZEKrKyWYs+oOFbv+nnPz/zt54e5wg/eb9mJS/Y9jWElZjrG8aqG3eJ+7JaPgF+d4uh60QQFsdiy6Otylf61ExMx33gDY84cnlm9OttDnHr13IHQoEE4V18NXooAJGf67hAREREREanACjta50JFKjKdzepdudVJyig5PZnwP//L1rXPsr6hTUdfIHljpmPs6pfgNL0Hu9EI8C4/06Gs6dNYHBbGNRNKdmqfb2o6zQ5GYhyfirF7F0RGYSTEwx+/ZznWadHCHQrdeivOZZeBaZZo36TyUEAkIiIiIiJSweU3jMlNkYpMZzOSJq+2ziRF8/Mfz1Ll4FeM8kvG74IBUI5XNezGo7Cb3g3VuxauXxVNejrs3k2H7dsx//lPjC1bWL46gmZHY3DZDpD96KzYZs0IuP1298pjHTpU2NXbpGwpIBIREREREcmnzsvCiEyNJ8QnsFQLQuflwjDGwmLxvsX8tOcnftz9I0fjjtKjQQ/6NulL3yZ96VynMy6z8NOiLiyMXZCRNEdP/cnGleNpE7ucMd4OVMm83w7pgd3sHpwGQ8AroNB9LNdsGw4exNiyBY4fdy85n5yEV3AwRmoqtwHMng1Ay5ya6NEDZ+BA7IED8W/enKxVh6Q4fPbZZ3z++eccOnQIgDZt2vDkk0/Sr18/AE6cOMGLL77IkiVLiI+Pp0WLFowfP54BAwZ42oiOjuapp55i/vz5GIbBgAEDePXVVwkMDCyTe8qJAiIREREREZF8ikyNx2WYRBahIHRBp3LV8A6gyo5IEjuE5HrcifgT/LznZ37c/SPzfObx72/+nWn/wn0LWbhvobtN/xpc0+garm16LX2a9KFF9RYFuocCF8Z2bA7u/JzIza/RxTpIYwPwzrDbpwZ249uxm94FQe0L1JcKISUFY8UKjF9+wVi+HGPLlmyXnM9Oko+LnY1D2Na4BsOuuxOnfXucLl2gTjmowXQRqFevHmFhYTRv3hzHcfjmm28YPXo0S5cupW3btowbN46YmBi+/vprQkJCCA8P56677iIiIoJOndwr6913332cOHGCWbNmkZaWxsMPP8xjjz3GpEmTyvjuMlNAJCIiIiIikk/ZFYTOK/DJuN81YiSmZeH6+JN8F3Nef1UY3x79luFXDc+03XZs1h9fz4+7f+TH3T+y9tja8zsNqF2lNje0uIEbm99I8xrNWX5wOYv2L2LZgWVEJUUxe8dsZu9wj1JpVK0RwV7BtNnShr6N+1InsOjhQ3RSNKv3zsPe9xldE1bT3Eyl+dm+ee6hVm/sZnfj1B8Eroq5qla20/scB3btwlywgMcXLcLrvfcwEhJybcdxuaBVK4iMxAmsCgFVsKZNo9neDzG8vLAcmyHX/b1kbkJydOONN2Z6/cILL/D555+zZs0a2rZty6pVq3jzzTe59NJLAXjiiSf48MMP+fPPP+nUqRM7duxg0aJFLF68mK5d3VMlX3/9dYYPH87LL79MaGhoqd9TTipNQGRZVqaPIpI3PTcihaNnR6Rw9OxIZbDuyheZsHACYX990fO9HBERQa9evXI8J+N+15kY+rpMsOx8PwuWZdG5c2fP8Qv2LiB8ezi/7P2F4wnHMx17Sd1LuKHZDRyJOMKHT32IaZwvUNyxZkfGXTKOdDudT+d9SkxIDIv3L+aPI39wMPYgB10HuWPuHQC0r9mePk360KdxH65ueDVVfasCEJsSy7rj60g4uhbDMHD5BbH5xGaaBTeja8+uzN42m18PLiPh6M9c5+xhaCD4GECGOsmp3tUxm96N1eROnMAMI5fK6c8Gx3Fy/Vr16tXLvT82FjM+gWMnjlP/1Em827tHQtXK5hy7aVP3SKB27bDbtXN/3rIl+Pric9PNcO57pFkzgo9WperWaOLaVdfPzwLI6e8cx3EAiI2NxchQq8nX1xdfX98825wzZw6JiYl069YNgO7duzN79mz69+9PUFAQs2fPJiUlhauuugqA1atXExQU5AmHwB0qmqbJ2rVrufnmm4t+s8Wk0gREe/fuBWD37t1l3BORikfPjUjh6NkRKRw9O1LRpaamsmPHjhxf53Z8W8sCxwbbyfWc7OzYtYO3N7/NV3u+8myr4lWFHrV6cHXdq7myzpXU8nPHEZNTJrNr565s22n17PO0Mw162Q63/t9EkjonsT5yPZ8v+ZyE2glsj9nOltNb2HJ6C++veR8vw4t2we2IT49nX9w+HJxM7V2y60dMTKqaNmN2wwNB0D6b0iqR/pcSV3MUsYHX4JjecMQCCvYelIW2bdtm/7Wybfy3b6fqihVUXbGCgI0bMdLTaZBNG2k1axLXowdxPXsSd8UVWNWrZz1o/3739S74HplWaySTD0xm7DUjC/w9I1n/zjEMg8aNG9OhQwfiM0zze/rpp3nmmWeybWPLli3079+f5ORkAgICmDJlCm3atAHgiy++4O6776ZZs2Z4eXnh7+/PlClTaNasGeCuUVSrVuaY0MvLi+rVq3PixInivNUiqzQBUbNmzdizZw8tWrTA5Sp8sTWRi4llWezevVvPjUgB6dkRKRw9O1JRLVmyJNM0Ih8fH1q3bp3j64zHd10+gaqNE/jx1DTWXxWGl8vlGR2S8ZzcWJbFxu0beXnry/y09ycA7utyH7e2vpUrG16Jj8snyzkX9inTvqQk+l3Qhy504WDEQcIeCCMyKZKlB5YScSCCiAMR7Inew8bo88vONw5qTJSXP95x6ST6xNONWMZWSWRUVQi4YEV1xycEq/FYrKb3EhDYjACgbr7uuvzI9D4eP465aBGuBQswFy/GOHUq23McHx/snj2x+/XD7tcPp0MHqhgGVYC8Ju9l9z2S29dTspfT3zmO45CamsrmzZuzjCDKScuWLVm2bBmxsbHMnTuXBx98kB9++IE2bdrwyiuvEBMTw5w5c6hRowY//vgjd911Fz/++CPt21eselqVJiA69wV3uVz6B4dIAem5ESkcPTsihaNnRyqaZcuWce2113peG4aR6Xv4wtcZj49KSyCmlR9WWoL7GAPAAIN8PweHYw9z1693sSNmB35efnx+y+cMbTs013Mu7FPmndn34dw5tQNrM6z9MIa1HwbAgZgDLD+0nGDfYLrV60btgNqQnsh3E2/j1nYnMaPXZLmEXfNK7Gb34TQYDC4/zCxHVBCpqZ7i0uYvv2Bs3JjjoU7LltjXX8/Ukye57b//hQD3CmwFvvdsvj65fj0lVxf+nXNuilm1atUyBUS58fHx8YwI6tKlC+vXr+fjjz/m0Ucf5dNPP2XFihW0bdsWgI4dO/L7778zadIk3nnnHerUqcOpC4LE9PR0oqOjqVPOCo1XmoBIRERERESkuF24nHtpOVfYet2xddw641aOxR+jdpXazBo2i+71u5daP8A9YqhxUGP3i9htmOtfwzwwhSENYiD6/HGOV1XsxqOxm98HQR1LtY/FxnFg927MBQvcK44tXZpjcWmnalWcPn1wrr8eu18/aNoUgB1hYZ5wSCon27ZJTU0lMTERANPMHAO6XC5PENWtWzdiYmL4888/6dKlC+AOkW3b9hS2Li8UEImIiIiIiOQgr+XcLwyQjBnh1D9wAGNGOM6wodmuepabzsvCiEyNp/GuVI6d+S9Ru38iMS2R5lWbM2/0PJrVaFact5czx4LUKEg5hZFyGhL2Y+6fgnlqadZDgztjNb8fp9FI8Mqm+FB5FxeHERGBsWCBe5TQvn05HmpfcglOv344/fvjXH45eHuXYkelLEyYMIHrrruOhg0bEhcXR3h4OMuXL2fmzJm0atWKZs2a8fjjj/Pyyy9To0YN5s2bR0REBNOmuVcpbN26Nddeey2PPvoob7/9NmlpaTz11FMMHjy4XK1gBgqIRERERESklOS1HHxFdGGA5AwbypHNm3CGuaeAbeg1gbBFYUwYd3b0UVAQiy2LvrlMF3Ich+PJGzm87XcArmtyHWHtw86P4smHLEuvWymQcsr9p34k+Fvgm4y5+UVIOY2Rcor7mq7D6+dZkHIaUqMwLihGnamPph/rIlvSechHODW6QT6n6pQLtg1//ukOgxYswPj9d4z09GwPderUwTlXR+i666BWdmuSSWV2+vRpxo0bx4kTJ6hWrRrt27dn5syZnp9l3377LRMmTGDUqFEkJCTQtGlTPvzwQ66//npPG59++ilPPvkkgwYNwjAMBgwYwGuvvVZWt5QjBUQiIiIiIlIqlixZUukCooKypk/DjojAyuF9WNXzWf6+4O98muQOh/7a9a+8dd1b7Nm1p0DXOfc+G5ErMTc+g3n6t/M7b8hw4Lbzv6Q2DQDicm/XCWyJ3fyv2E3GMPOV/9AppHSnuxVaairGjz9izp6NsXBhzsWlvb1xrrzSEwrRqROYBasilCWckwpt4sSJue5v3rw5kydPzvWY6tWrM2nSpOLsVolQQCQiIiIiIlJIIT6BRKbGE+KT89SqCwOD7EKyxLREJq2fxNt/vM3R+KPgwBv93uCRbo9g23bBO5Z4GNem5zAPflOw0wxv/P3r4/jWBN9a4BuC41sLfGvi1OiOU6tXxRkt5DjukUKTJ2NOm4YRGZn9YS1auEcIXX89zjXXQGDRpsld7CGoVFwKiERERERERAopP4WrcwsM4lLieHLGk3x/+ntOJbpHtTSo2oAroq7g0e6PFrxD6YmYO9/G3P4mhpXo2ewENMcJag++tTBmL8JJ8YUkF/YL/+aGP6dwxgwgyvQnAZPD172VbdPuKYIVIBw6fhzzm28wp0zB2Lw5y24nMDBzcelmpVTXSaScU0AkIiIiIiJyVn7qJBXHFKLopGjeX/M+769+n+hk91JgTYOb8lSPp7i94+3838v/V7AGHQfj8AxcG5/FSDx4frNPDez2YdjN7gPT/euf6/kbwXSBbeHUvZ5NXvNxGWenUTk5j1Yq11MEU1Iw5s3DnDwZY/58DMvKtNvx88MZOBD79ttx+vQBH58y6qhI+aWASERERERE5Kz8hCBFCUlOJZziP6v/w0drPiIu1V3wp2FyIP/c34hRKa0wH7wHKGAIFb0O15/jM9UZcgwXdvMHsNu/AD75W0HtQuW+qLjjYKxbhzF5Mub06RhRUVkOsXv0wB4zBmfoUAgOLv0+FkY+CpmLlAQFRCIiIiIiIsUou3DnWPwx3v7jbT5d/ymJae6pXx1qdeC5pTAkKhQXBthxnBv3kq9gJvk4rk0vYOyfnGnFMbvO9Vhd/g3V2uWrv+fqKDXelUp8+/NhUl5hWZkVYz52DPPrr91TyLZuzbLbadAAe/Ro7DFjoFWrMuhg0VjTp7E4LIxrJuQ9fVGkOCkgEhERERERyUGITyCBW6IyBSd5yRiqHIw5yJu/v8kXG74gxUoB4NLQS/nHlf/g5pY34z3zL2AWsK6PlYK56z3Mba9ipMd7NjuBLbG6vIFT98YCFZI+V0cp7NcwJozLPpTovCyMwLpRzFkW5jm+VEcXJSdj/PCDOxSaPx/jgsLdjr8/zqBB2GPH4vTuDRp9I1JgCohERERERERysKHXBCKsCPr0KlgYsjtqN2/8/gZTNk0h3U4HoGeDnjx71bP0a9oP41yAc246UXw8BAXl3qjjYByZg2vDMxgJe89v9g7CbvccdosHwSx8bZ2MI4JcI0bS17JwjRiJNX0akanxnGnlh5Uan3MDxc1xMNasOT+F7MyZLIfYV17pnkI2ZEje75+I5EoBkYiIiIiIXBRcI0ZCTAwEBWFNn5bv8woyUmbrqa28vuJ1pm+djn224HPfJn35x5X/oFejXueDobPyO53IL3kn3ssfxXVqqWebg4nd7B7sDi+5l6Qvokz3GRND37OFrEtdZCTmlCmYn3+OsX17lt1Ow4bYt9+Offvt0LJl6fdPpJJSQCQiIiIiIheHmBj36l0xMcXe9J8n/uS1315j9vbZOGfrAd3U4iae6fkMVzS4ovANp5zCa9NLtNr3GQbnp1XZtXpjdXkTgjsVtevlg+Ng/PYb5qefYsyahZGSknl3lSo4t97qnkJ2zTVgmmXUUZHKSwGRiIiIiIhUWiW9EtfaY2v51/J/MW/XPM+2Qa0H8Y8r/0HXul0L37Cdirn7I8yt/8JIOx9oOQHNsDq/hlNvYIHqDJVbUVGYU6diTpqU7Wgh+6qrsO+4A2fwYKhatQw6KHLxUEAkIiIiIiKVVn6WrS+sj9Z8xOMLHsd2bEzDZHi74TzV4yk61O5Q+EYdB+P4T7j+fBIjfpdns2VWwW77DLR+DFx+Ret4WS+j7jgYv//uHi00cyZGcnLm3TVqYI8di33PPdC6ddn0UeQipIBIREREREQqrJIeIZQdy7Z4ZvEz/GfVfwAY2nYoL/V6iVYhhVhS3bGp53ccc9dEjNO/YZxegZF8/PxuDKzGY9jhO4bmra/CVQyhTpktox4d7V6e/tNPs12e3r7qKux773WPFvIrYggmIgWmgEhERERERCok14iRmJaF6+NPsi06nd3S7EWVkJrAHd/dwXc7vwPgX73/xZM9nsxSfDpPSUcw932Jue8LHm5xAP7Meogd0hOr69tY1TqTvmNH0TtfBCE+gQRuiSK+fY2Cneg4GCtXukOh8HCMpKTMu6tXxx4zBvvuu6Fdu2LssYgUlAIiERERERGpmPJYaaugS7OfC5Q+WzieEJ/ALKHS8fjj3DrjVtYeW4uvy5fPbvmM4e2G57+/djrG8fmYeydhHPspU9Hpcxyvajg1e2A3GYvTYKi7zpBVBiuJXWBDrwmELQpjwrh8Bm0xMedHC23enGW33bOne7TQkCHg71/MvRWRwlBAJCIiIiIilUZRppydC5RcZz/PaMupLQycPpCDsQcJ8Q9h5tCZ9GzYM38NJxzA3P8/zH3/w0g6kmmXg4FTpx9OvZuwa14JQR3AKKPaQEXlOBhr1rhDoW+/xUhMzLw7KMi9PP0990CHItRpEpESoYBIREREREQqjZIoSr1o3yJGzBpBbEosLWu0ZO7wubSo0SL3k+w0jGPzMPd+hnH8FwycTLsd//rYTe/EbnInBDQu1v6WuthYzG++ca9EtmFDlt32FVe4RwsNHQpVqpRBB0UkPxQQiYiIiIhIsSiNgtG5XcM1YiR9LQvXiJHZ1iQqaHsAX/z5BQ/9/BDpdjpXNbyKGUNmEFIlJOcG4/dg7vscc/+UTMWmARxM90ihpvfg1O0PZsX+dcxYu9Y9Wmj6dIyEhEz7nGrVsEePdo8W6tSpjHpYefTu3busuyAXgYr9E0lERERERMqFzsvCCNweRbxrSbEVhC7wNfKoSZSdnEYcOY7D80ue598r/g3AqPaj+O9f/ouvl2/WRqwUjKPfYe79DPPk4qxtVWmM3fQu7KZ3gH/9fPetJBU6cIiLw5g+Hdenn2KsX59lt92tG/Z99+EMGwYBAUXrpHiU9kp9cnFSQCQiIiIiIpVDUBCLLYu+Z5eCL+zKW46dTuyeX/h31C4AnrvqOV68+sWsK5XF7cDc+wXm/skYqaczt2F44dS7BbvZPTh1rgPDLPx9lYACBQ6pqRgbNjDw55/xmjgRIz5zfSanalXsUaOw770XunQp3o5epDRiSMqCAiIRERERESmyAq9yVRzXuCAQsqZPw46IwDobfhSmT1ZaItE7fyAt/hjepjcf3fQRYzuNzXBAMsbhWe7RQqd/zXK+E9jCPVqoyVjwq1P4my0L6emwZw/Gli2wby9GQiIkxOMVHIyRns7lFxxuX3qpe7TQ8OEQGFgmXa6sNGJIyoICIhERERGRi0BJ1Ae6sM0LRz2UxDUzXsOaPo3FYWFcM+F8AHTh9XIbiXFuWfs5y8JYf3UYqTEHidu/BCslBsPly7wR39O7ydnzE/Zj7vkYc+8XGGnRmdpxTB+c+oOwm92LU6tXuRstlCPHwVi3DiM8HHPhQti+HSMlJfdTAgOxR47Evu8+6Nq1lDoqIqVBAZGIiIiISCWUMZxxjRiJaVm4Pv4k38Wb8+PC+j0ZPy+pa+Y3AHIchz3RewhpH4JlW7jMrEvHR6bGE9XMIOHgcjp+0pEzZ6eUuXyrEdTqFno3vgbjZATmrg8wjv6AgZ35GlVbYze7F7vxaPCtWTw3WNIcB2PtWncoNHs2xr59uR9uGNC+PU779syNieHmr76CqlVLqbMiUpoUEImIiIiIVEKZwptCFG8uslK6ZsbA6EzyGRbvX8zCvQtZuG8h+2P2A1DdrzpXNbqKvvUO0iIlkN2+8Wz76WGid88jPeEEjp3OLsAwvfGv1Y7a9boyxD6A1y9dMWK3ZrqeY/rgNBzmHi0U0hMurEtUHjkOxpo1GDNnYs6ahbF/f9ZDTBNatsRp3x6nXTuMOXOgajXw9cX6ZT4AARERCodEKjEFRCIiIiIilUzGqVMluqJYCV8jP9KsNObvnc+UjVOYt3seqVaqZ5+36Y2vly/RydF8v/N7vm+R4cT17tFCJlA/IJi3LruHH6M3coUTyciEbwh2Mk+1cvzrYzf/K3bTe8CvdincWRE5Dsbq1edDoQMHsh7icuH07o09ZAjOwIFQq5Znn2vL1kz1nUB1cUQqOwVEIiIiIiIVTOdlYUSmxhPiE5htOBOZGs+ZVn5YqfHZnJ0/JVE/qLg4jsOfJ/5kysYpTN86nVOJpzz7Woe05vpm13Nt02vp1agXfl5+/Hl4OTv3ziRm1RSCA9Jobpo0qBuCmRZFqJGCF2fg6FsMz+ZadkhP7JYP4dQfBKZ3ad1i4R07hvn++5jTp2McPJhlt+Ny4fTt6w6FBgyAmtlPjcuuvpOIVG4KiEREREREKpjI1HhchklkhgCouAOdC+sLXRhKlcSqZXndw9G4o3y9+WumbprK1tPnp37VCajDqPajGN3hNjpXq4lxZgNGzAaMtVMwzmzgivg99MCBphkaSz8KOcwOc0wfnEYjsVo8BNUrSCHmvXsx33oLc/LkLIWmHS+vzKFQSEgZdVJEyjMFRCIiIiIiFVznZWEEbo8i3rWkxKZ7ZRdKZRSTHENcahy+Ll98vXypEhzI8nSHa135/5XjwlAKIDEtkbk75zJ141QW7V+E7bgLRfu6fBjXsg9jG7Slo7eFGbsBY+VkjNSofF/vlOHPMbMqR80A+jXqD/712bo/jjZ9HqkY08gANm3C9cYbGN9+i2GfL6LteHnhXHvt+VCoRo0y7KSIVAQKiEREREREpMCS05MJ6hrEcxHPsWjfItYfX4+Dc/6ATu4PPi4ffN8MwdflS4pPCtM/nI6Py8e93cvXHSidDZX2eO1h75y9+Hr58t3JTSSlJZAavQ/HTvM0O7zhJTxRrz5dU7fjFT8fDszPtZ+O6YcT1AGCO8GstayPDqRrciDWpHA6RDyLyzCxHJvDl7wFQJu2xf5WlQjjjz8wX38dc968TNudwEDsv/4V+9FHITS0jHonIhWRAiIRERERkQquuKd7uUaMpK9l4brhRggKwpo+DcdxSEs8SVLMAW78+kZ+O/wbyenJmc7zNr1JyxDmAKRaqaRaqcQRBwbEnYnL5cKwY+uOLJtD/QP5tG1P+hrH8Y9dB1Hrsj3d8auLE9QJJ/jcn84Q2BLMs7/2XAYzw8LoVFHr6jgOxoIFmP/+N+bSpZl3hYRg/+1v2OPGQfXqZdRBEanIFBCJiIiIiFQApVo0+uwS9fv8U1jov5UFs0Zxevc8nLOB0KKzh9ULrMe1Ta+lb9O+9G3Sl9DAUGzHJtVKJSU9hZdffZlHxz9KSnoKKVYK733wHnfdexcpVgppL79EamIcKYH+JD0yjrQP3mOTk04TFyTdPoJJe37geo4zljgu943EFfdLlm7aNa/GCb0RJ7gzTnAn8KtToNsM8Qn01FUq12yboIUL8bn7bsx1mcMxp0ED7Mcfx777bggIKNbL9u7du1jbE5HyTQGRiIiIiEgFkF19nowy/jIf4hNI4JYo4tvnXHcmu8ApMjGSiAMRRLTcxqLgaPb6J7l3bN8OgGH64F2tPq93e4S+TfvSJqQNhpG50rNpmPh5+eHn5UcAATSs1hA4Wyepjg/37/2JDb0m4DrsB2YARFlYHW7DtW8KeAP1T4Kzmn/4r8OwMxdbBnCCO2M3GondcBhUaZTbW5ankqrXVGzS0jC++QafN96gyY7MI6ucli2xnnoKZ9Qo8PEpkcuX11XsRKRkKCASERERESljxTE6KOP5G3pNIMKKoE+vnNtcsmQJPa7uwW+HfmPR/kUs3rf4fB2hs6VrvGyDHnFB9Ln5Eb6M2UfNg74kdqjFQ90eKnD/IlPjOdPKD+vCIteGjXFiIca1u7DqHcXLJx2ObMp0iBPQDLvRCOxGI6BauwJfu8JJTMT84gvMt9/GOHQo0y6nSxesp5/GGTQIXK6y6Z+IVEoKiEREREREylheo4MulJ+pUdm1Z+Ow7tg6Fu1fxDfe3/DO2+9kqSPUvlZ7rlsfy7UxNekVW52qaQbW68/zPBAWFsaEB4th1I3jQFOLww320bDREbyW3QRNMv9y4vjWwW44DKfRSJwa3cDIYU36yuTMGcyPPsJ8/32MU6cy7Yq/9FJ8wsIw+ve/ON4LESl1CohERERERMqRzsvCPOFPTlOgCjI1am/0XiKaRvFN4Ak2Vz1N1BdXuHeYQPr5OkKhSaE8dNNDhAaGuotTm+dGp1iFvpcLa9i0sKIYlLIdr5/aYvTdy4UTxByvqjgNbsVuNBKnVu/zxaUruxMnMP/zH8xPPsGIy1zE277pJtKeeII9NWrQunVrXAqHRKSEXCQ/cUVEREREKobI1Hhchknk2alYH+2P4KODS2jhHc1H+yMY1yTvkUaL9y0mfFs4i/cvZu+ZvdDw/L6qPlVJqVITv6BGeFVrwL6bP8cwDMLCwggdXrzLovfp0wcSD2Ee+paFsd/Q0Tqd5RjH9MEJvckdCoXeCC7/Yu1DuZaSgvmvf2H+5z8YyedHcjmmiTNsGNaTT0KnTjiWBTuyru4mIlKcFBCJiIiIiJRj45r0YVyTPoQtCstXOPSfVf/hyYVPel57mV5cUf8KjH0Gr9z9CpfVu4wmi5/GZZhYjo1hGO4C0nWjmLMsrHgKN6dEYh6ehXFwGubpXwHomGG3g4lTuw+z1vkx8KEvwCe46NesaDZtwuvOOzE2na+35Pj4YN9xB/bf/w7Nm5dh50TkYqSASERERESkDBVnOPPvFf/m+SXPAzC6w2iGtxvO1Y2uJtAnkIiICK5ocEW25+VYQPoCuS57np6AcfR7zIPTMI7/guGkZzlknasOs3xaEXbtVPAPpZodcfGFQ5aF+e67mGFhGKmpADje3tgPP4z96KNQr14Zd1BELlYKiEREREREKoDcwhnHcfjX8n/x8q8vA/DC1S/w/FXPZ1qCvjiWLM/Shp2GcWKBOxQ68h2GlZi1b1VbYTcaRc9DeznkVQPLsQnzDy22PlUo+/bhuucezOXLPZucDh1I/+IL6Ny5DDsmIqKASERERESkTG3oNYGwRWFMGJf76KGcwhTHcXhh6Qv8e8W/AXi598s83fPpXNsK8QkkcEsU8e1rFLzDjo1xeoV7+tjhmRipkVkP8a+P3fDssvTBXcAw2H90PBftouyOg/G//+EaPx4j3j1KyzEM7L//Hfull8DXt2z7JyKCAiIRERERkTKXcXRQQcIbx3F4etHTvLvqXQDeuO4NHu3+aJ7nXRhK5XlNx4GYjZgHp2Ee/BYj6VDWQ3xqYDcY4l6WvuaVYJiZ9hcplCpGuU6TKwknTuB64AHMefM8m5wmTbA+/xznqqtKty8iIrkw8z5ERERERERKUsbRQRt6TeC64zXyrEdkOzaP/fKYJxx6r/97+QqHzskYlGS5ZlAQ2BYExMPlx/D6pQveC7rh2vFWpnDIcVXBbjiC9Ctnk37LQexLP8CpdXWWcKgg91XSSnNamzFnDl5du2YKh+y77iJ97VqFQyJS7mgEkYiIiIiUGxEREZWyLk1B7yuvUS62Y/PgTw/y+Z+fY2Dw0U0fcXeXuwvUpxz7k3wC519Xu6eQRa10b4s9v9sxvHDqXo/daAROvVvAK7BA170oxMTg+vvfMadM8WxyatfG+vhjnJtvLsOOiYjkTAGRiIiIiJQLrhEjMS0L18efYE2fVtbdKZDcAqDC3FduYVK6nc5f5/2VqZumYhomk26exO0dby9Uvz3SYukavBHXsr9gnFiEgZ3lELvmVTiNRmI3GAy+NYt2vUrMWLoU1z33YBw86NlmDxyI9eGHUKtWGfZMRCR3CohEREREpHyIiaGv6XJPbapglixZUiojn84kn+H2Obfzy95fcBkuvhz4JcPbDS9cY1YyxvGf3SuQHZ3HsAYpcCLzIU5QJ+xGI7EbDYcqjYp+A5VZSgpmWBjmO+9gOA4ATtWqWO+8gzNmDGRYUU5EpDxSQCQiIiIiUgSdl4URWDeKOcvC2NBrAq4RIyEmBoKCsKZPw5o+jcVhYVwz4XztncJMpdsZuZNbZ9zKrqhdVPGuwuSBkxnQakDBOutYGCeXnF2Wfg5GWkzWQwKaYjcagd1wBAS1L1j7F6stW/AaOxZj0ybPJvuaa7AmTYLGjcuwYyIi+aeASEREREQqtZKuaxSZGs+ZVn5Yqe7ly4mJAdPl/piNwkw5W7B3AbfNvo2YlBgaVmvIzGEz6VKnS/47Gb0e88BUzEMzMJKPZ9nt+NbGbjjMvQJZje4a7ZJfto354YeY//gHRkoKAI6PD/bLL2M/+iiYWhNIRCoOBUQiIiIiUml1XhZG4PYo4l1LSm/1rKAgFlsWfV0uz6ZMRacLMJXOcRzeX/0+Ty56Etux6dGgB98O/pY6gXXy15eYTbg2v4R59PusbXtVxak/CLvRSJzafcDUrwYFcvQorvvuw1ywwLPJad+e9C+/hE6dyrBjIiKFo78FRERERKTSyjK6pxRkN6WsMCOYUtJTeGT+I3yx4QsA7uh0B+/f8D6+Xr55nxy3C9eWf2Ic+hYDx7PZMX1wQm90h0KhN4HLv8D9EjBmz8Y1bhxGVJRnm/XII9j/+hf4+ZVhz0RECk8BkYiIiIhcVEp6ylmeshlhdKGTCScZMXMEvx3+DdMwef3a13mk2yMYeU39SjyEa+srGPu/xHDOj1By/Opht30au9Eo8AkuphspuEwjqSqiuDj38vVffunZ5NSrhzVpEs5115Vhx0REik6TYkVERETkorJkyZJMryMiIor9GrkFIdb0aSxu3y7b+kNJaUnM2j6Lnl/05LfDv1HNtxpzh8/l0e6P5h4OJZ/A/HM8Xj+1xdz3uScccnxqYnX+N+k3bcNuMa5MwyEo3Eiq8sL4/Xe8unXLFA7Zt95K+tq1CodEpFJQQCQiIiIiF7ULA6PiUJAgJDEtkVnbZzF69mjqvVuPkbNGcjD2IC1qtGD5Hcvp37x/zic7Dsbez/H6sQ2uXRMx7FT3Zq9qWO3DSL9pB3arxzSVrCjS0jBfeglXnz4Ye/cC4AQGkj5pEta0aRASUrb9E5ES9dlnn3HllVfSqFEjGjVqxPXXX8+CDLXHAFatWsWAAQOoX78+jRo14qabbiIpKcmzPzo6mvvuu49GjRrRuHFj/va3vxEfX3pTn/NLU8xEREREpNIK8QkkcEsU8e1rZLvfNWIkfS0L14iR+V5RrDikkcbMbTOZuX0mP+7+kcS0RM++RtUaMbTdUJ7u8TTV/avn3Eh6PK61D2Me/NqzyXH5Y7d8GLv1ePDJ/p4l/4xVqzAffxxz9WrPNrtHD6wvvoBmzcqwZyJSWurVq0dYWBjNmzfHcRy++eYbRo8ezdKlS2nbti2rVq1i6NChPP7447z++ut4eXmxefNmzAyrGN53332cOHGCWbNmkZaWxsMPP8xjjz3GpEmTyvDOslJAJCIiIiKV1oZeEwhbFMaEce6C0Z2XhRFYN4o5y8Lcq5oVYEWxokpITeCnPT8xc9tMvvP5jrTZaZ59jYMaM6TNEIa0HcJloZflXWsoZjNev4/CiNvh2WQ3vRurw0vgV7eE7uAikZ6OMWcO5nvvYf7xh2ez4+WF/cIL2E8+CV76NUrkYnHjjTdmev3CCy/w+eefs2bNGtq2bctzzz3H/fffz+OPP+45pmXLlp7Pd+zYwaJFi1i8eDFdu3YF4PXXX2f48OG8/PLLhIaGls6N5EOl+clmWVamjyKSNz03IoWjZ0ekcPJ6dlwOgANO8T5fjuN42otMjSe6lR92ajyWZRXLNWt4B1B1azRx7apnacNxHObvnc/kTZP5ec/PJKWfnXJguEOhwa0HM7jNYC6te6knFLJtO9fruQ5MwevPRzEsd1uOV1XSLvkQu8FQ9wH62VQ4MTG4vvgCr48+wjh4MNMuu0UL0r74Aueyy9wbSvk91t87IgWX03PjOO6VHWNjYzOF8b6+vvj65r5KpGVZzJkzh8TERLp168apU6dYs2YNw4YN4/rrr2f//v20bNmS559/nh49egCwevVqgoKCPOEQuOvUmabJ2rVrufnmm4vlfotDpQmI9p6dD7x79+4y7olIxaPnRqRw9OyIFE5Oz05bywLHBtthx44d2R5TGKmpqZ72Ah1vgnfEcaZVVXbs2FEs15xWaySTD0xm7DUjM7VxLPEYr218jaXHl3q21a9Sn371+5G6PpUnBz7p/uUkFnbG7szzOoadRINjr1LjzHeebUl+rdjf4A1SExpDMb5nFxOfQ4eo+fXX1Jg7F1diYqZ9SS1acHr0aKJvugnH17fM32P9vSNScBc+N4Zh0LhxYzp06JCpDtDTTz/NM888k20bW7ZsoX///iQnJxMQEMCUKVNo06YNq89OP33ttdd4+eWX6dixI9OmTWPQoEGsWLGC5s2bc+LECWrVqpWpPS8vL6pXr86JEyeK+W6LptIERM2aNWPPnj20aNECVy5LhorIeZZlsXv3bj03IgWkZ0ekcPJ6drxcLnCZYNm0bt262K7br18/T3tbWr/ChF8nEPZAWLFe08fHx3N+up3Oh2s/5J+//pOEtAS8TW/uv+R+RrUfRdc6XTEMgwmbJtCmTZt8t2/E7cB75b2YsVs829Kb3IPR+Q2aqgB1wTkOxvLleL33Hua8eRhnRxScY91wA9bf/obRpw+1DINaOTRTWvT3jkjB5fTcOI5DamoqmzdvzjKCKCctW7Zk2bJlxMbGMnfuXB588EF++OEHz4jPO++8k9GjRwPQqVMnli5dytSpUwkLCyuhuysZlSYgOvcFd7lc+qEpUkB6bkQKR8+OSOHk+OwYZ/9jUKzP1rXXXpv5MoZxvv1iumafPn1wuVysO7aOcT+NY/3x9QBc2eBKPrjxA9rVapft8flhHPga19qHMKwEABxXANalH+A0vg39BCqg1FSMb7/F9d57GH/+mWmX4++PPWYM9sMPQ5s2GFDu3l/9vSNScBc+N+emmFWrVi3vem9n+fj40OxsYfouXbqwfv16Pv74Y0/doQv/B0Pr1q05fPgwAHXq1OHUqVOZ9qenpxMdHU2dOnUKd1MlRMvci4iIiEilEhERUerXuKznZYxfMJ6e/+vJ+uPrCfYL5uObPmbRmEVZwiFwB0R5spJwrRmH16o7z4dD1dqTft3vOI1vK5b7uGicPo356qt4tWyJ1913ZwqHnHr1sF5+mfS9e7Hffx8KMLJLRC5Otm2TmppKo0aNCA0NzTKNbffu3TRs2BCAbt26ERMTw58Zfu4sW7YM27a59NJLS7Pbeao0I4hEREQquoiIiPz90igiuVqyZEmJP0sZr/Hdzu94bP5jHI5z/9/ike1H8sa1b1AnsAj/ZzhuJ16/34YRs9GzyW5yB1bX/4BXlSL1/aKyeTPmhx9iTp2KkZycaZd9ySXYjzyCM3Qo+PiUUQdFpLybMGEC1113HQ0bNiQuLo7w8HCWL1/OzJkzMQyDv/3tb7z66qt06NCBjh078s0337Br1y6+/PJLwD2a6Nprr+XRRx/l7bffJi0tjaeeeorBgweXqxXMQAGRiIhIuVEav9SKiHv1mNzkN6w9HHuYx355jO92uotGNwtuxsQbJtKvWb8i9c84MgfXqnsw0uMAcFz+WJdMxGkytkjtXjR27MAMD8cMD8fYsiXTLscwcAYMwH70UZwrr4R8Ti8RkYvX6dOnGTduHCdOnKBatWq0b9+emTNnev6eGDduHMnJyTz77LOcOXOG9u3bM2vWLJo2bepp49NPP+XJJ59k0KBBGIbBgAEDeO2118rqlnKkgEhEREREKo3Oy8IIrBvFnGVhbOg1Idtj8gp/8gprLdtitWs1E/87kfjUeLxML/5+xd957srn8PcuWsFo4/QKXL/fhuGkA+BUbUN6j28gqH2R2q30du06Hwpt2pRltxMYiH3XXdgPPQRn64iIiOTHxIkT8zzm8ccf99Qjyk716tWZNGlScXarRCggEhERKQfy80utiOQ9uicyNZ4zrfywUuNzPCY3Fz6LrhEjISaGBNNibV2bP/56IzO2zmCd1zpIhR4NevDBDR/QoXaHwt7SeUlHcf0+0hMO2Q2HY132MXgFFr3tymjv3vOh0AUFp8+xe/bEGTYM+/bbISiodPsnIlLBKCASEREpB4r6S63IxaKkp2JmfBbjUuL4PHAjU5ufYFNAHLYBLF4GgJfjw+DuDzD5un9jGsWw7oudiuv3URjJx90va/XG6v4/MPXP9Uz278ecORMjPBxz7dpsD7Evvxxn6FDswYPhbJFYERHJm/7GERERERHJwEpLIP7YnzT/oDlnmp/xbK+f4ku3TjfSvV53jv18jLf6vVls1zT/HI8Z+TsAjn9DrB5fKRw65+BBzFmzMGbMwFy9OttD7Msuc4dCQ4ZA48al3EERkcpBf+uIiIiISIVwbvrXZwvHE+IT6JmOWVwrAO6N3kvc/iUkndoKjkUi0DqxCo8facJN0TWpn+yNNeFbAMJ+Divy9c4x9n2Ja88nADimL1bPb8G3VrG1XyEdPuwOhcLDMf/4I9tDnK5dsYcOxR46FDIUgxURkcJRQCQiIlJOadl7kfwp0rSzoCD+TD/Mv5sdZcbH7bAdGwCvgDp8fcNEbn30Y0zPSB6reDqcgRG1Fte6hz2vrUvex6lxabFfp0I4ehRz9mz3SKEVK7I9xOnc2R0KDRkCLVqUcgdFRCo3BUQiIiLlkGvESEzLwvXxJ1jTp5V1d0TKhQ29JhC2KIwJ44qnkHtKegr3j/bj682r3Bsc8AlqRGC9brgCQxnUehAmnxTLtbKVfBLXiuEYdgoAVvP7cZreUXLXK4+OH3eHQuHhGMuXYzhOlkOcDh3Oh0KtW5dBJ0VELg4KiERERMqjmBj6mi6wi3/Egkhl4hoxkr6WhWvEyAKFqQmpCQyfOZwF+xZgGibD2w1n/BXjGbtjFoFboohvX7UEew3Y6bj+GI2RdMj9MqQHdpe3Svaa5cXJk5hz5rhDoWXLMGw7yyFOmzbYw4a5p4+1bVsGnRQRufgoIBIRERGRiuuCMDXEJ/BswFMjx1Oik6IZNGMQvx/+nQDvAMKHhnNt02sB2FCnc+ZRSkFBEBNz/vNiYm56FvPUUgAcv7pYPb4B06fY2i93Tp/GmDsXc8YMjCVLsg+FWrU6Hwq1b18GnRQRubgpIBIRERGRcuvCWly9e/fO9fi8pqGdiD/BTdNuYtPJTQT7BfP9iO+5vP7lObaX06ikvPqRG+PgNFw73wXAMbywekwD/3qFbq/ciopyh0Lh4RiLF2NYWUdEOi1anC803bEjGEYZdFREREABkYiISLmQn1EPIpVeUBCLLYu+Lpdn04UFqPNTjDqn8CYlPYXrv76ebae3UTegLvNGzaNj7Y6F6mqhi2Kf2Yhrzf2el3aXt3Fq9ixcW+XV9u2Y772HOXUqRnJylt1Os2bYQ4a4Q6EuXRQKiYiUE2ZZd0BERETcox6uO17Ds2y3yMXImj6Nxe3bFbkwe07hzcfrPmbb6W3UCajD4jGLCx0OFVpqFF4rhmNYSQDYTcZiN78/j5MqCMfBWLIE16BBeHfqhGvSpEzhkNO4Mdbf/07aH3+Qvm0b9iuvQNeuCodERMoRBUQiIiIixSAiIqKsu1ApZBz903lZGAvrRtF5WViR241KiuL/lv8fAC/3fpkWNXJeIr0o08dy5Fi4Vt6BkbAXALv6JViXvF/xA5K0NIyvvsLr8svxuv56zB9/9OxyqlbFevhh0n/7jfSdO7Ffew0uuaTi37OISCWlKWYiIiIixeDCqVBSOBnfw8jUeM608sNKjS9yu6/99hrRydF0qNWBMR3H5LsPxcXc/BLm8fkAOD41sXp+Cy6/Yr9OqTlzBnPSJMwPPsA4ciTTLqdhQ+yHH8a+++5iLewtIiIlSwGRiIhIOVEioxZEKrDiqs21N3ovH6z5AIDXrn0Nl+nK44ziZRyZg2v76wA4hgurx9dQpVGp9qHY7NuHOXEi5hdfYCQkZNplX3op9mOP4QweDN7eZdRBEREpLE0xExERKSc0+kQks3zV5goKYnEV/1xHqjy/5HnS7DT6Ne3H9c2uL4Ge5iJ2G65Vd3te2p1exandu3T7UAyMlStxjRyJV9u2uN5/3xMOOYaBffPNpC9ahLViBc6IEQqHREQqKI0gEhERKQOdl4URmRpPiE+gClOLFIE1fRqLw8K4ZkL2z9HKIysJ3xaOgcGr175aup1Li8VrxTCMdPcUObvhcOyWj5ZuH4rCstzL1L/7LuYff2Ta5fj7Y48di/23v0GrVmXUQRERKU4KiERERMpAZGo8LsMkshhqq0jZOhf2Na6bypxlYWzoNQHXiJEQEwNBQUVekUsKz3Ecnl70NAB3dL6DTrU7leLFbVyr7sKI2+l+GdQR67JPKkaB5vh4zC+/xJw4EWPv3ky7nDp1sMeNw/7rX6FmzTLqoIiIlARNMRMREREpgnNh3+FWfucDv5gYMF3uj2dplTO3DRs2lNq1FuxbwIrDK/D38iesV9FXQisIc9trmEe/B8DxDia957fgFVCqfSiwI0cwn30Wr2bNcD3+eKZwyGnfnvRPPyV9927sZ59VOCQiWaTGx3Nqy5ay7oYUgQIiERERkVKwZMmSsu5CuVCaAdGbv78JwH1d76N+1fqldl3j2M+YW9xT3hwMrCumQGDzUrt+gf35J6677sKrZUtcb76JceaMZ5fdrx/pP/xA+rp1OHfcAb6+ZddPESl3UhMS2BYezqyRI3m3fn1mjRyJ4zhl3S0pJE0xExERKSUREREqRC1ygeJ4LrJbAXDN0TUsObAEL9OLRy8vxbo/8btxrRyLgfsXJLvDSzh1+5fe9fPLtjHmz3fXF7pgdJvj7Y0zahTWo49Cx45l1EERKa/SEhPZ8/PPbAsPZ/ePP5KWmOjZF7ljB6c2b6a2fnZUSAqIRERESsmSJUsUEIlcoDiei+zOf+P3NwAY1X4UDas1LFL7+ZaegNeK4RhpZwCw6w3AbvN06Vw7v5KTMb7+Gte772Js355pl1O9OvZf/4r94IMQGlpGHRSR8igtKYm98+ezLTycXfPmkXZ2JcPsbAsPV0BUQSkgEhERKWbnihYDWqVMAHCNGElfy8I1YmSORas1wqz47IzcyZwdcwAYf8X40rmo4+Ba81eMmM3ul1VbY3X/HIxyUtHh1CnMjz/G/PhjjFOnMu1yWrTAfuQR7DFjIKCc10kSkVKTnpzM3l9+cYdCP/xAanzeC2sYLheJp0+XQu+kJCggEhERKWbnihaf+xzyFxBIJRYTQ1/TBbaV4yEaYZa97KaP5eWdle/g4PCXln+hXa12xd+pbJg738U8NAMAx6sq6T1ngHe1Url2rlJSMP/zH8xXX8W44P/421ddhf3oozg33wwuVxl1UETKk/SUFPYtWMC28HB2fv89qXFxeZ5juFw06dOHtkOH0mrAAKqoiH2FpYBIRESkNFwQEIT4BBK4JYr49jXKuGNSIoKCWGxZ9NUv3Zl0XT6BKg3j6Lp8Ahuv+Scf7Y9gk3c0H+2PYFyT7MOxgoZmx+KPMWXTFACevOLJIvc5P4yTEZgb/+F5bXX/HKq1KZVr58b46Sdc48dj7N7t2ea4XDiDB2M/9hhOt25l2DsRKS+s1FT2LVzoDoW++46U2Ng8zzFMk8a9e7tDoYEDCahVqxR6KiVNAZGIiEgxKOj0oA29JhC2KIwJ4zT9rKIL8QkkMjWexrtSPYGfNX0ai8PCuGaCvr4ZRaUlENnCByPNPZJlXJM+HE9bkmM4VBjvrXqPVCuVng160rNhz2JrN0cJB3D9PhoDGwCr7TM49QeW/HVzs2cPrieewJw3z7PJMU3se+/FfvJJaNy4DDsnIuWBlZrK/sWLPaFQcobVC3NkGDS+5hraDh1K60GDCKhdu8T7KaVLAZGIiEgxyDg96NzooAMtfQjxCXQfoBEllda5GlNhvxZv4KeaRAUXkxzDp+s/BeCJHk+U/AXjduK17CaMVHe9Dbtuf+z2YSV/3ZwkJmK+/jrm229jpKR4NttXXon1zjvQpUvZ9U1EypyVlsaBiAi2hYezY+5ckqOj8z7JMGh09dWeUCiwbt2S76iUGQVEIiIixSy70UHW9GnYERFYGX7hL0xtFSm/Lvx6FuTrm12NqspYk6iGdwBVdkSS2CGkRNr/7/r/EpsSS9uabbmpxU0lcg2P6HV4LbvZEw45gS2wLp8MRhmEwI6DMXMmrqefxjh06Pzm0FCs117DGTkSDKP0+yUiZc5OT+fA0qXuUGjOHJIiI/N1XoMrr6Tt0KG0HTyYQK1qeNFQQCQiIlJKLvxlvyC//NuOjYGBoV/yyq2ifH0vrFFVWVc9W39VGN8e/ZbhVw0v9raT05OZuGoi4F65zCzB1cOMkxG4fhuCke4uQu8EdSK91w/gU73ErpmjLVtwPf445pIlnk2Ot7d7VbJnn4WqVUu/TyJSpuz0dA7++ivbwsPZPns2SflcVaxBjx60ORsKVa1fv4R7KeWRAiIREZEiMmaEU//AAYwZ4TjDhhZLm4mmxR9BZ/i9ajQrpg/gjyN/4Ofy461+bzGs3bBiuYaUY5V41bPOnTuXSLtfbfqK4wnHaVC1ASPbjyyRa2AlYe75L+am5zDsVADsmldhXTkLfIJL5po5iYnBfPllzA8+wLDOf5/Y/ftjvfkmtG5duv0RkTJlWxaHli/3hEKJJ0/m67z6l19O26FDaTN4MNUaNizhXkp5p4BIRESkiJxhQzmyeVOmcKiw08cSUhP4YM0HvHX5cqK9090b9+z17B89ZzTz987nnX7vUNVXIwMqsoo4AqgwSuM+LdvirZVvAfDY5Y/h4/Ip5gskYe6dhLn9TYzkY57NduhfsHp8DS7/4r1ebmwbY8oUXM89h5HhF0CnaVOsN990L1mvkYYiFwXbsji8YoU7FJo1i4QTJ/J1Xr1u3TyhUJCK1ksGCohEREQKYcOGDbTO5f/QF/QX4pT0FD778zNe/e1VTiScAG+on+LL1THBXHH7P7i8/uVM/GUi045OY/LGyfx26De+HPAl3et3L+qtSGnIpkh5RR0BVFB53Wdx1OKau3Muu6N2U92vOnd3ubvI7XlYSZh7PsXc8SZG8vHMu5rdh931P2CW3j+njTVrMB97DHPVKs82x98f+6mnsMePBz+/UuuLiJQNx7Y5/PvvnlAo/tixvE8CQi+91B0KDRlCcJMmJdtJqbAUEImIiBRQ1+UTqBIVyavLt7Hxmn8Wub1TCafoPaU3u6J2AdAsuBkv/uHHbafr47JtrMseBKDx3sYsvGchd353J3ui93DVl1dxef3LGdhqIANbD6RljZZF7ovkT0FHxVy47H3nZWEE1o1izrIw9ypoF/Eqd0UNyRzH4c3f3wRg3KXjCDy3cmBR5BIM2fUHYbV7DoJLZqpctk6dwvX88xj/+x+G45zvy+DBWK+/rmXrRSo5x7Y5snIl28LD2TZzJvFHj+brvLpdu3pCoerNmpVwL6UyUEAkIiJSQFFpCUS28MFISyiW9h775TF2Re2iTkAdXrj6Be7sfCf+3w0EM+s0kasaXcWae9fw6PxH+WbLN6w8spKVR1bybMSzdKzdkY9v+phu9boVS78kZ4UZ/ZNxpExkajxnWvlhpbqLHGe3yl1BJKcncyrxFIHegQT5BZVogebyZumBpaw5tgZ/L38euuyhojWWnoi591P3VLKUzFM17Pq3ng2GOhXtGgXqTzrmJ59gTpiAceaMZ7PTti3WO+/g9O1ben0RkVLlOA5HV63yhEJxhw/n67w6nTt7QqEaLVqUcC+lslFAJCIiUoZmbZ/FjG0zcBku5g6fyyWhl+R5TrBfMF8O/JJX+77K9zu/Z+7OuSw5sIRNJzdxw9c38MPIH+jRoEcp9P7ilGX0Tz7lFSjltj8uJY73f3ifGk1qcCTuCMfij7HMexnfffodx+KPEZUU5TnWZbgI8Q+hZpWa3NXlLh7p9kilXv3ujd/fAODOzndSK6BW4RpJT8Tc+1/M7W9lDYYaDMZq+2zpBkOAsWwZrscew9i82bPNqVYN+4UXsB98ELy9S7U/IlLyHMfh2Jo1nlAo9uDBfJ1Xu2NHTygU0qpVCfdSKjMFRCIiIsWgMHVUTiee5pGfHwHgyR5P5iscyqhe1Xrcf+n93H/p/UQmRjJy1kiWHlzKX6b9hbnD53J1o6sL3CfJ24Wjf0qSg8OMrTN4YuETHIs/Bjsy7DSBU+dfeplepNvpWI7FycSTnEw8yZMLn2T/mf281e+tSjmqaP3x9SzYtwCX4eKxyx8reAPpCe5VyXa8hZGSecUfu8EQrHbPQlDH4ulsfm3fjuullzBnzcrcn7FjsV55BerUKd3+iEiJchyH4+vWsW3GDLbNnEnMgQP5Oq9W+/aeUKhmmzYl3Eu5WCggEhERKQaFqaPy2C+PcTLxJO1rtee5q57L9VjXiJH0tSxcI0ZiTZ+WZX9IlRDmjpjLkBlDWLR/EbdMv4XZw2bTp0nlL4JcWe31TeTh5tuYP2c0ANWcavRu3Zt6gfWoV7UeKxeu5MExD1Kvaj3qBdYj2C+YNDuNyKRITiee5uc9P/NcxHN8sOYDTiee5rNbPiv+1b3K2Ft/uFcuG9p2KE2Dm+b/xPQEzD2fYO54O1Mw5GDgNBhcNsHQ/v24/vUvjKlTMWzbs9m+9FLsd9/Fufzy0u2PiJQYx3E48eefnlDozL59+TovpE0b2g0bRpshQ6jVrl0J91IuRgqIREREysDs7bP5duu3uAwXk26ehK+Xb+4nxMTQ13SBbeV4SBXvKswaNovhM4czf+98Bn47kFnDZnFd0+uKufdS3GzH5mDMQbad3sbW01vZ2noLM2qeJNll4+Py4akeT5GyKIVXhr7iOSfslzD6NeuXqR0flw+hgaGEBobSaekOdh7ryVehK5m+dTrRydFMHzydAJ+A0r69ErE3ei/h28IBGN9jfP5OstMxd3+Auf3fGCnnh1+5g6FzI4Y6lER3c3b8OOZrr2F++ilGWtr5PtWpg/XSSzh33QVm5Rv9JXKxcRyHkxs2eKaPRe/Zk6/zarRqRbthw2g7dCi12rcv4V7KxU4BkYiISCk7FHuIv/38NwCe6PEEl4ZemvWgQq5q5e/tz4yhMxg5ayQ/7v6RW7+9lRlDZ3BD8xuKo+sChPgEErglivj2NYqlvUOxhxgyYwh/nvjz/Mazs4j6RlfnP88so3VIa8IWhRWoXWfYUOpt3sTsEf9gxKwR/LL3F/p/3Z+5w+cSUiWkWPpelt5d+S62Y3N9s+vpUqdL3ifE7cS16m7MqAxLxGPgNBzqrjEUVMq/eEVFYb71Fub772MkJZ3vU/Xq2E884a4zFFA5wjyRi5XjOJzatImt4eFsDw8navfufJ1Xo0UL2p4LhTp0qNR15KR8UUAkIiJSijac2MDA6QM5mXiSdjXb8fxVz2d73IXLoheEn5cf3w75lttm38Z3O79jaPhQpg2exs0tby5q9wXY0GsCYYvCmDCu4F+bC6UlnOLq/13N0fijeJvetA5pTduabWn/0xq6x1fn+qhg7JDW+W4vIiIiy3TH/s37M/8294iyVUdX0WdKH+aNmkfDag2L3P+ycjLhJP/b+D8AnrjiidwPdhx3AeoNT2NYie5NGDgNh7lHDFUr5Wka8fGYEydivv02RkzM+W4GBGA/8gj2449DcHDp9klEio3jOJzassU9Uig8nKidO/N1XvXmzWk7dChthw6ldqdOCoWkTCggEhERKaAa3gFU2RFJYoeCjcJYuG8hI2aOIC41jnY12/HdiO/ynlpWSD4uH7659RvGzB3DrO2zGDFzBF/d+hWDWg8qketdbApTlPxCKWcOcGbXPKLtNNrXas93I77zhDauT24E0wXkPKUwO0uWLMm2Htbl9S9n8e2LuXnazWyP3E7vyb2ZN3IebWpWzMKmH6z5gOT0ZLrV68Y1ja/J+cCkY7jW3I95/GfPJiewBVb3L3BCSrmmT3Iy5qefYr72GsapDNPbfHywH3gA+6mnoHbt0u2TiBSbU1u3ekKhyO3b83VOcLNmtB0yhLZDh1KnSxeFQlLmNKFZRESkgNZfFUbvQ1VZf1X+p/xM2TSFAdMHEJcaxzWNrmHJ2CU0CmpUgr0Eb5c3UwdNZXi74aTZaYyaNcpTs0WKpjBFyTNKOrWVqB1zcew0+jTuQ8SYiCKP6Om8LIyFdaPovCz778t2tdqxZOwSWtVoxaHYQ/SZ0ofVR1cX6ZplIT41no/Xfgy4Rw/l9AuVcXgmXr90zRQOWc3vJ73f6tINh6KjMf/7X7zat8c1frwnHHJcLuy77yZ961bsN99UOCRSAZ3Zt4/lr7zCf7t04dMuXVj+r3/lGQ4FNWnCFePHc9cffzBu2zb6vPIKdbt2VTgk5YJGEImIiOSh87IwIlPjCfEJZEMv97Sizp075+tcx3F49bdXeWnZSwCMaDcif0Wpi4mX6cX/BvwPL9OLrzd/zZg5Y0i30xnZfmSpXF8ycxyHf/76T+L2LQLAN6Q134/8vlhWF4tMjedMKz+s1Pgcj2kU1IglY5cwYPoA1hxbw43f3Miae9bQJLhJka9fWj778zOik6NpWaMlA1oNyHpAWgyu9Y9hHvjKs8nxq4t12X9xQkupFldMDMb332OGh2MsWJCp+DSAPXw41osvQqtWpdMfESk2qQkJbJ85k41TpnBw6dJ8nVOtUSPP9LHQSy9VGCTllgIiERGRPESmxuMyTCIz/OKdn4Ao3U7nbz//jc/+/AxwF6T+V+9/YRqlO4DXy/Tis5s/w8v0YvLGydz53Z2k2+nc3vH2Uu1HRZVdQFgYqVYq434cx5RNUwAI9etKUJv+pb70fM0qNfll9C/c8PUNrDq6ivt+uI/5o+eX+vdlYaRaqby78l0Axl8xHpd5toi740DMBswj32Pu+wIj6bDnHLvBYKxLPgDfEi7MHReH8cMPmDNmYPzyC0ZqapZD7JtuwnrpJejSpWT7IiLFynEcDi1fzsbJk9k+cyap8TkH8edUbdDAEwrV69ZNoZBUCAqIRERE8lCYVaviU+MZPXs0P+35CdMweaffO4y7bFzJdNBOw4heCzFbwcsfvKqBdxCOdzXwdn/u8q7Gf//yX7xNbz778zPu+f4e0u107ux8Z8n0qRLJLiAsqNiUWEbMHMGi/YtwGS4m3jCRQ3MOMeGa/AVOxoxw6h84gDEjHGfYUFwjRtLXsnDdcCMEBWFNn1ag/gT6BPLlwC+5bNJlLD24lPdXv88j3R8pzK3lqvOyMALrRjFnWViRwrVzpm2ZxpG4I4QGhjK63XCME4swjn6PefQHjMSDmY51vKphXfIfnEa3QUn9YpaQgDFvnnuk0M8/YyQnZznEqV8fe+hQnJEjcS7NZsVCESm3Yg4cYOOUKWyaOpUze/fmeXxgvXrumkLDhlG/e3cMs/wH7yIZKSASERHJRsbVoAq6atWJ+BMM/HYg646vw9/LnymDpmQ/FSY/rCSMk0sxrtgBgamQ5IW5OQx8a4OdjHFyGcbpXzHS8w4vHFcAn3oH8XLr6hxIiCZm/V85dPBtmgQ1AMcGJx0cy/PHsNOJi4uhaoD/2W3pON7VcOoPxG50GwQ0Ltw9XWSikqK4/qvr2XhyIwHeAXx969fc2OJGIs5E5LsNZ9hQjmzehDNsqHtDTAx9TZe7kHWGlbAulKmYtp0KMZsxo9ZiRK+l1Zk/2d26Fp8cTWDWin9wXZO+tKvdoZB3mb38THvLL9ux+ej31xkeCC82q0XAj00x0rK/d7tuf6xLP4AqJVDnKzER46ef3KHQjz9mWqL+HKduXewhQ3CGDcO54grQL4kiFUZqQgI7Zs9m45QpHIjI++e0X/XqtBs+nPYjR9KgRw+FQlKhKSASERG5QOdlYQRujyLetaTAox52RO5gwPQB7Duzj5r+NZk9fDaX1y9gQVzHwTj4NWMazcBr7rsYVhK0P7/bte3VgrV3lmElgJVAKBDqf3Zj8nb3nxxUA4jN0AZA9Dpcm8Owa/XGbnI7ToPB4BVYqD5VBIUZQXaO7djc9d1dbDy5kToBdZg7fC6XhF4CFLHQdVAQiy2LvvHxEBSUfT9jt9K3yX6MtQ9jRK/FiNmEYWee9lQXCAuBMNI4HdEdo+koqPcXnDrXuUeflQeJhzGP/kDU7s9ZUX0XPgaQtDHTIY7hjVO7D079W7BD/wJVGhRvH5KTMX7+2R0KzZuHkZCQ5RCndm3swYPdoVDPnuByFW8fRKTEOI7Dod9+Y9PkyWwLD89zCplhmjTr359OY8bQ8uab8fLzK6WeipQsBUQiIiIXKOyohxWHVjA4fDBRSVE0r96c70d8T4saLQp28bRYXKvvwTwyl7bVyNcq545fXZxa17AjKoRWLZtDWiykxWKkxXDyyC5qV/eHtBj3aIv0OPfn+RlxZLhIt8DL2xcMFxgujLQznv3mqSWYp5bgrHsEp8Gt2I3H4NS+xn1sJVLQEWQZvfbba/y05yf8vPz4fuT3dKnTpdD9yDgayJo+DTsiAitDyOTp5x334VoxDPPI3FzbczAxsD2va5rpcGAKHJjiDlxqXY0TeiN26E1QtWWh+50rOw2SDmMkHj778UiW10bKCQDqwNmE8mz/vYPc/at3C07d/sUfaKWkYPzyizsU+uEHjLi4LIc4NWti33qrOxS6+mqFQiIVTMzBg2yaOpVNU6YQvWdPnseHtGlD5zvuoMNttxEYGloKPRQpXQqIRERELpDdiJFMU3WyMWv7LO6YewcpVgrd6nVjzrA51AqoVbALx27Da8UwjLidnk2OX12cujdg17uJt79YwuMP34mRfBJSTjJn1kwG3vN/ULUNGAZTwsKYcNPfMjX53vdhTJiQTbDhWJAWy56oXfztl8f5/chqLODS4O78eM98/H0CAAgLu+D8hAOYB77CPDAVI343AIaViHHgK8wDX+H4N8Bufh928wfAp3rB7r8MZZxSWFwW7F3AhGXu925i/4kFC4fOjRDKEDhc2L8s/XUsrqixBq/572OkZw4zHAyIDeR4VBB1ztTAfvw9nODOkHYG49jPHNv5KTVi1hFwdmaE4aRhnFwMJxfj2vAkTmAL7NC/4ITeiFPrKjALWFjbcSD5OGbUBmqdXox33AnMmM0Qtz3LqKbcHEyH6s3vwL/xSJxavcD0Llg/8pKairFwoTsU+u47jNjYLIc4NWrgDBqEPWwYzjXXgJf+OS1SkaQlJnqmkO2PiHD/fMqFX3Aw7UaMoNPYsYRedpmKTUulpr/RRERELpDdiJHcwoOJqybyxMIncHC4ueXNTB00lSreVQp0TePwbFyr7/GM7HG8g7G6fYpT7xY4u7rUmbT1ENyFc/+UXXdmFwOrtc22PdeIke46NYGBuEaMzFrE2HCBT3Wa1+3O97cv473V7/Hikhf5LXoVw2aNIHxoOH5e2QyZD2iM3e5Z7Lb/wIhaibF/Kuahbz0ji4ykw7g2h2Fu+zd2s3uxWz0CVRoW6L0oC0uWLMn1a5xXQHihgzEHGTt3LA4O93S5hzs631Gg863p01gcFsY12YV72TmzEdfaBxlQbxWkuzc5vrWxWz2KE3IFTnAXXLcMp47pAtvCqdnTfZBXAE6ze6jb7B7unDWS0wdnMSYkmNtqVMPMUPTZiN+Na9d/YNd/cLyq4tS5Djv0Jpy617tDmtQojNRoSI06+7n746uJS2hpRdPWOo339+8DUC+f74GDCf6hOFUa883pk7x5aDeXtrmbj7p/TO6/zhVQSgrGggWYs2ZhfP89RjY1nZzgYJyBA93Fpvv2Be9iDqZEpEQ5jsPh339n0+TJbJ0xg9RsRgRmZJgmza6/no5jxtDqlls0hUwuGgqIRERECsl2bJ5Z+Az/WfUfAO6/5H7evf7d80tv54djYW5+Edf2N85vCupAes8ZENi88J2LiQHTRd/EJLBzn6fmMl08fvnjXBZ6GTdMuYFf9v7C8JnDmTXbl77p5BAwGe7gIeQK7C5vYhybh7l/CsaxnzGwMawEXLv+g7n7A+zmD2B3+j9wVZx/YF84oqggo4tS0lMYNXsUkUmRXFL3Et65/p2S6KJbeiLm1n9h7nwXw0n3bLab3o3V6f/AJ/91k9664QMumfQ7Yw4dY3WdMbzZ/x7Moz9iHPsJI3IFhuP+PjLS4zCOzMY8MjvPNu/OZZ9juKBqK5yqbXCqNIIq9XH8G0CVBu6PfnXB9GLzyc3cPukSDAy+6jE+3/eTq+Rkdyg0c6Z7+lh2I4WqVcMZMMAdCl13HfgUcNSUiJS52EOH2DR1KhunTCF69+48jw9p3ZpOY8fSYfRoqtbLb5wtUnkoIBIRESmEFCuFMXPHMGvHLABe6fMKT1zxRMGGnqecxrVyLOaJhZ5NdsMRWJd9DF4Bxd3lPPV+8gNe9e/OCy3+4Oc9PzO0fgjh27uClcd4DZcfToMhWA2GQPxezJ3vYu77H4adjOGk49r9PubpX0m/4uuSq2VTzPIaUZSbJxY+weqjq6nuV51pg6dlPxIrH/IatWQcX4Br3cMYCfs8206l1KB6/xk4ta4u8PVCqoTwyV8+YcD0Aby3ZiI3t7qF3m2egDZPQGo0xvFfMI/9iHF8vnuEUAGcNKpQs3ZP7GrtOZpYkzqt+2EGt8tXaPj2yrcBuLXNrbSsUYTvn+RkjPnz3SOFcqopVK0azs03u1cgu/568PUt/PVEpEykJSayc+5cNk6Zwr5Fi/KcQuYbFOSZQlavWzdNIZMsPvvsMz7//HMOHToEQJs2bXjyySfp169fpuMcx2HYsGEsWrSIqVOn8pe//MWz79ChQ4wfP57ly5cTEBDAyJEjCQsLw6ucTVMuX70RERGpAKKSonhgxQOsj1yPt+nNpFsmMar9qII1Er0erxXDMRIPAO7RFHan17Fb/g3K6h+nMTE8HhdA5+RO3HLJNn4MiWREmw3M3NIx/20ENsO+5D3sds9j7v4Ac8c77qDozAa8Fl6BdemHOI1GlNw9FIPOy8IIrBvFnGVhBV7FbuqmqXyy7hMMDL4c+CVNgpsUuh85BlTJJ3FteALz4PlRXY7pg93mad6bkcyLt2cTDqWmQnIypFuQnITx5ZcYJ06AtzdO06Y4zZtDs2bc0PwG7u1yL5P+nMS9P9zL2nvXEuQXBD7VcRqNwGo0AhwLI3IlxrEfMSJXgcvfvd+nhrvulE8NHN8a4FOD27fM4Mwuh4PtGrCh1wQsyyJ6xw5qB7fOV0HngzEHmbbFfZ9P9ngy/2+ebcOJExiHDsGePZg//uhefSyblYmcoCCcW25xr0DWr59CIZEKyHEcjvzxBxsnT2bbjBmkZDMqMBPDoFm/fu4pZAMG4O3vn/vxclGrV68eYWFhNG/eHMdx+Oabbxg9ejRLly6lbdvzU/0/+uijbANGy7IYMWIEderUYf78+Rw/fpxx48bh7e3Niy++WJq3kicFRCIiIgWw/8x+bpl2CzuidhDkG8SMITPo3aR3gdow9k/GtfZhDDsZcNeKsXp87S66W8qyK87c90wNZg+bza1T/8L3Iaf4b+gR/lrQhv1qY3eYgN1gCF5/3IYRtxMjPQ6vlWOwTi3D7vKmO1gohwq7it2mk5t46KeHAHj2qme5ofkNxdsxx8HY/yWuDU9jpEVDKhADttEFO+RuWOnD2CO/Yz7+uDv8OXny/Mfo6ExNmffdl/0lQkP5sEljbkgPZH3gQWYcGsx9w17HadYMapydrma4cGr2PF/HKBdT6vYnbFkY3z9Q8BXgHMchbGkY6XY6fRr34dLQS8/vTEqCQ4cwDh70fPR8fuiQ+2NqzsWvnaAg9/SxIUNwrr1WoZBIBRV7+DCbv/qKjZMnE7VrV57H12jVyj2F7LbbqNagQSn0UCqDG2+8MdPrF154gc8//5w1a9Z4AqJNmzbxwQcfsHjxYtq0aZPp+MWLF7Njxw7mzJlD7dq16dixI88++ywvvfQSzzzzDD7laApzpQmILMvK9FFE8qbnRiRnjuNkeTbWHV/H4PDBnEg4QV3/uswdPpdOdTvl/xmyU/Ha+BReez85v6lGd1K7fwVVGkAe7VzYp9xeuxzgXClfJ+fnPCIigl693MGUWS2ICMuij8tF70a9+ffeFjzScifPNd3DTTGHCQ0sxJK+Vdtj9fkN7/WP4Dr0jbtvez/FiPyDtO5Tcaq2KnibJSDLe3n2Y36/tjEpMQyfOZyk9CT6Ne3HP3r8o/A/Wx0HY+9ejC1bME6ehJMnMQ/vxNy1COPUaYjB/SfJfbjJn5g8AkBRJ/AZx47hfewYQ4AhABG/wjvuIMgJDsZp1sz9p3lznGbNsM++JjQ0x5FvGd9bz8fUVPeopsRESErCSEpyhz6JiRjJyZCYyPcbv8VnYziPp8Cj+6tjzhmGcTYAMk6dKvC9OcHBWGdHCtl9+2auKaS/B6Wc07/ZzktLSmLXd9+xaepU9udjCplPtWq0HTaMjmPGUK97d88ID72XlV9Oz41z9nsmNjY204gfX19ffPP4HwaWZTFnzhwSExPp1q0bAImJidx333288cYb1KlTJ8s5q1evpl27dtSuXduz7dprr2X8+PFs376dTp06Fe4GS0ClCYj27t0LwO58FB8Tkcz03IjAhg0b6Ny5s+d1amoqO3bs8LxefmI5T656kiQriVbVWjGxx0R8Y3zZEbMju+ay8Eo7SZNDT+CXtNGz7XT1YRyt8yTOoQQg73Yu7FPG14OPTCa4Thz/XfB3gl3+bLMscGz3gbaT6bwc23zpRX6aPJlaY8fCjh3ceyiUyXWOsaZaHOPmjOP1bq/n616zVfUpatRrTf1jr2E6yZgxm/Ba1IPDoc9zJvimwrdbCIOPTOaMlUSwy59Z9cfS6tnn6W0aOEOGsfP//kV6ejouw8Ry7Bzft4wcx+Hvq/7Onug9hPqH8mybZ9m9q2A/V70iIwlcuZLAVauounIlPseOFfb2MrH8/UkPCSG9Rg38jxzF8fEBb2+Ojb6NWj//wg5s2sYnENe6Fb6HDuFz+DDekZHZtmWcOYOxbh2sW5dln+3nR0qDBqQ2aIBjmpgpKZjJyZjJyTxy/DjG1KmYycl4JyfTMTkZMz09mytk5gmpAJiV/3sODCQ1NJTU0FDS6tYlNTSU5FatiO/eHefc6mP79uXeiEg5dbH+m81xHKI3beLgd99x+OefSc9mumgmhkHtK66g0YABhPbpg8vPj3hg586dpdJfKV8ufG4Mw6Bx48Z06NCB+AzfS08//TTPPPNMtm1s2bKF/v37k5ycTEBAAFOmTPGMFHr22Wfp3r07N92U/b9nTp48mSkcAqhVqxYAJ06cKPR9lYRKExA1a9aMPXv20KJFC1z5mNMuIu4EfPfu3Xpu5KKwZMmSHIv+dl0+gapnook7tY31V4UB0K9fP1q3bg3A/zb8j0f/eBTLsejbuC9TB0zl5KGT+X52jNPL8Vk5FiPlOACO6Ut6l/8Q2OQOCjJ+xsfHx9OnC1/HH00jsU0VfIB4Jw0vlwtcpvtAy850Xn7b9HF58fGednTvspL5R+Yzrsc4+jfvX4AeX6gNaTE3473qdsy47bjsRBofeZb63rtJ71x6U87ij6bh4+1DvJNG69at8UlKop/L9LxPXke9MA0Tw8n5fcvo7ZVvE3EsAh+XD98O+5bLQi/LuxNxcZjLl2MuXoy5ZAnm5s357r9TtQpOnXpQuzZO7do4derg1K59/nXt2nBuW4C72LkLcEaN9owQq/nii3j/sYoOLhOCa1BlxgwALMCKi8PYt4/0XTv4eMaTBB4+wRXJNekYV8U9eieb/1tvJifjv3s3/tn88lol33eWj3s3TahXD6dhQ/efRo3Of372D0FBGIDv2T8ilcHF+m+2uCNH2PL112yaOpWofIQ71Vu0oOPYsbQfNUpTyCTH58ZxHFJTU9m8eXOWEUQ5admyJcuWLSM2Npa5c+fy4IMP8sMPP7B3715+/fVXli5dWqL3UloqTUB07gvucrkuqh+aIsVBz41UNhnr6rhGjISYGLwCA/H576dZl2sHotISiGnlh5WW4HkWrr32WhzH4Z+//pNXlr8CwO0db+fjmz7GhYuTnMz72XEczN0fYm540rMEuePfEKvnt1DjUgr61BmGkel6WV5nOjjDFoMc+5lrmwZ0TQji0SONeKfBQR5b8Bh/Nv2TKt5F+JW/Ries636HdY9gHpgCgNf+z3FFr3KvclatTR4NFI9z75XL5Tr/XmV4nzLtz8XSA0t5YekLALzT7x0ub3B59gempWGsWoWxaBHG4sXuz3MYReP4+kKnEIyGR6EGEAROkInd9R7sK1+GwJyXrje44PsgA/vbaSwOC+OaCRPc33vZ3DcAwcHQtSs+XbvS65o2XPnFlaTZp/nsls8Y02o47N/vngK3Zw+c/Wjs2ePefkHdH8cwoEoV8PeHKlVw/PxINk38goPd4ZWfn2e/U6UKp514/rfrW84YqbRq0Jnbu9+HEVgVzoU/9erBuVFA+bxvkcrkYvg3W3pyMju/+46Nkyezb+FCHNvO9Xjfs1PIOo0dS/0rrtAqZJLFhc/NuSlm1apVy/f3i4+PD82aNQOgS5curF+/no8//hh/f3/27dtHkyZNMh0/duxYevTowQ8//EDt2rVZu3Ztpv2nzk6Vzm5KWlmqNAGRiIjIOZmWKI+JAdNF38QksM/PQc+uOHNGaVYa434ax+SNkwF49spnCesVhmEY+atbkJ6Ia91DmAe+8myya/fBumIq+NYq3I2VtqAgFlsWL0V3Ibydw/6Y/byy/BVe6fNK0dr1CsDq/hl27WtwrfsbhpWEEbMZr4U9sC59H6fx6CJ3Pa+vb3E4GneU0bNHYzs2t3e8nXu73nt+p23D5s2YERHuQGjZMoyEhGzbcUwT55JLcPr2hQ4mputzDI6eb6r6ZViXfQjBXUr0frLTpU4XXrj6BV5c+iKP//I4vRv3pmHr1jitW5NlHJFlwbFjYJqeQAgfn0y1iSzLYteOHbRu3TrLL7mHYw/T68teHA5N5eqGV/PsqHng5Zf1OiJS6TiOw9HVq92rkH37LclnzuR+gmHQ9Npr6TRmDK0GDsS7SnGOVRTJm23bpKam8o9//IMxY8Zk2nfllVfyf//3f9xwg3uxim7duvHWW29x6tQpz9SyiIgIqlatmq+RyqVJAZGIiFQq+V2iPFOIdIHYlFhGzRrFgn0LcBku3r/hfe7pek/+OxG/172Efcz5ekNW679jd/gXmOXnr97s3quM0/Cs6dOwIyLw79OHd3d+z5DwIbyz8h3+0uIv9GyY9wpWeXGajCW9xmV4/T4KI3YbhpWA16q7sE8tw+ryDngV/h/8uX19i0OalcZts2/jZOJJOtbuyPs3vO9eSWvxYszFizEiItwFpnPgtGyJfe21OH374lxzDfjE4Fr3CObxn88f4xWI3eFl7BYPgFF2Iwae6PEE83bPY+WRldz3w338OOpHTMPMeqDLBYWc0hGbEsvAbwdyOO4wrUNaM2PoDPy8/IrYcxEp7+KOHvWsQhaZj5pv1Vu0oNOYMXQYPZqgRo1KoYciMGHCBK677joaNmxIXFwc4eHhLF++nJkzZ1KnTp1sRwE1aNCAxo0bA9C3b19at27NAw88wEsvvcTJkyd55ZVXuPfee/Msil3asvnbXUREpGxFRETk+jqv4/PSeVkYC+tG0XlZWKbtdnoKn6z9hJ5f9GTBvgVU8a7CrGGzChQOGcfn47WwhyccclwBpF/xNXan18pVOATu5dwPt/IjMsNy7heGKude39LqFoa2HUq6nc6tM25l66mtxdOJau1Iv3YFdpM7PJvMfV/gtehKiN2WryYK+vXPS4hPIJZjE+ITmOMx/1j8D7bvXMGYnf4s/aMt1TpfhnfLlnjdfz/m9OlZwiGnbl3s224jfdIk0vbsIX3LFuz33sMZcDPmyS/wmt8lUzhk1xtAev+N2C0fKrlwKCiIxVX8ISjIsym799LL9OLzWz6nincVFu9fzOO/PI5l5zyKrqBfj1QrlREzR7Dp5CbqBtTl+xHfU8M/52l0IlKxpSUlsWX6dKbdcgvvN2tGxHPP5RoO+VStSpe772bMkiU8sGULV/7jHwqHpFSdPn2acePG0a1bNwYNGsT69euZOXNmvv9HlMvlYtq0aZimSf/+/bn//vsZOXIkzz77bAn3vODK179URUREyDr6I7fRIMaMcHbN+4G+pyNxhg1lQ68JhC0KY8K4nEcPRabGc6aVH1ZqPI7j4J8UTfyOVUSl7+VvtrsuTJ2AOswZPodLQy/NX6cdG3P7vzE3h2GcnRTjBLYgvecMCGqfzzsv3ybdPIlDsYdYeWQlt0y/haVjl9KgWjEUAfUKwOr2qXvK2dqHMaxEjNgt7ilnl0zEaTIm19OLe7RQjiPPEhMxfvuNnTM+Yuz8H3jnGJgkAd9mOdSpWhWnVy+ca6/F7tMH2rXLsgy8EbUG19pxGGc2nD/Prx7WJe/i1B9UbPeTk3MjxKx8PGsta7Tkvf7vce8P9/LR2o84GHuQqQOnEuATkOXYgnw9HMfhgR8fYNH+RQR4BzB3xFyaBDcp9D2JSPnkOA5HVq50TyGbMYOUmJjcTzAMmvTpQ6cxY2h9662aQiZlauLEiQU6Pjo6Osu2Ro0aMePsghDlmQIiEREpcxnrxeRniljG451hQzmyeRPOsKEFuqaVlkjiqa10/KQjB6LOr4zSrmY77ulyD6M7js7/KIa0WFyr7sY8+p1nk/3/7N1neBRVG4fxe2Y2vQGh996rUqRDFAQVGyUIAmJDxF6xBuxdFOUFCygggqggooIKAaSoIB2kIz2UBNKTzc6c98OGJRvSs2nw/K4rbvZMO5Nkg/vPOc+pfgNmxxngFZLDgZ4T6h1I4I4YDjXyznHkS1bHJLTI2336e/nzeLXHeT75efbE7GHAvAFEjoiknG+5QvT8AlXndhzlr8S2bhha3A40Mwnb+ruwTq/EbPseeAXneo7zRcnDAgMxwodmWZQ8zxwOtI0bnYWlIyPR1q5Fs9tpnlXfvbxQV13lnDIWFoZq3z7LYsoAJOxD3/sR+r6paDiLryo0rIZjsVq+lKf79JT8BGsjW48kwCuA0T+O5qe9P3H17KtZMGQB1QKrFejaB84e4J117zB722wMzWDurXNpV7Vdgc4lhCidYg8fZvtXX7Ft1ixisljlMLPyDRrQasQIWg0fTkj69BwhRPGRgEgIIUSJyzjiIOPonrzsn6uQEIiNZXlgID0NnaX7lxK792dSzx0EZbEHCPAKILxFOHe2uZMO1TvkbwWUuJ3Y1gxGS9gLpL/RbxGB1Ww8ZFWnpYhcNHLqtf75PyYPNq3ZxOJHF9NzZk92nN7BwPkD+em2nzxXLya4GY6r12Bsfgz94HQA9P9mokX9jtn2HVTNgReNxHGTTVHyPFEKdu1y1hBatsxZWDqHv3JbbVqjwtLrCHXr5lpSPktp8WhHv0X/byb6mTXulw1piXnl/1Ch2ayAVooMbDaQGkE1uHX+rWyM2kj3L7oz86aZea5JdS7lHN/99x3LNixj7dG1rvYp/adwbYNri6rbQohiZE9MZPeCBWybPZv/IiOdv1tz4B0Y6FqFrGaXLrIKmRAlSAIiIYQQJcoIH0qYaWY72iPziKLcCitnZs6by+HYw0z84A4OVzjM4XkLXNtsAVX4qOdEBjcbTJBPUL77rh9bgO2fe9EczjBLeZXH7PQlqlq/fJ+ruHhida+65eqyKHwRV8++mj+O/MGoH0Yx55Y5GLqHauXY/DHbT8Wq1APjn3FoZiJaynFsfw7DqtIX84pJENgw62MzBIJhGVbJyuq+fVMdsHEjHD+OFnsOomPwat06226dquTPwlpJbGpenhdejKRS3azGEmWgLLTTK50B19EFaGaS+2bdF6vFC1iNHwE9m9FGpdBVNa/ijzv+YMC8AeyL2UevWb24sfGNvNzrZZpVbHbR/mlmGr8e+JXZ22azeO9iUs1UAHRN5+q6VzPmyjHc2PjG4r4NIYQHKcvi8OrVbJs5k13ff489Ifs/8gCuKWStbr+dJrfcgndOAbsQothIQCSEEKJkxcYSphv5H+2RQeY3/r169cJu2lm8dzEzNs/g1wO/omwK4qCCXwWSg2sRULklul8F7mx7Z/4vaDmodvIDvHfMcDWpkNY4unwDgfULfB/5kVWwllNQdp6n6vW0qdKGbwd+yw3zbmDB7gU89ttjTOo7yaN/+VV1huGo2AVj0yPoJ34GQD/5K9rSdljNnsZq8gQY7iOXzn8tlkdE0HNi+sgopdj0ww+EJSWhbdvGtN+X0OLgGeofO4dh/S/764eGonr3xrr6ar6scIS7/30Nm25j2e0LqVQzh3AoYT/6f7PQD81GSzp88XmDm2HVHYlVZzj4Vs3nV6V0aFC+AX+M/INnI5/ly61fsmjPIhbvXcyo1qM4ph/jjTVvEJsay5mkM/y872dOJ52+cGxQA+688k6GtRpGjaAaJXgXQojCOrt/P9tmz2bbV18R+99/ue5foWFDWo0cScthw6TQtBClkAREQgghSrXM06BymxZ1PP44S9VSRkwewamkCytJ9a7Tmzvb3slNTW6i4YrnMDQdU1n571DqGbz+vJ3KZ5a7mqzaQzGvnFqoZdnzLYtgrSiXdc9Kr7q9mDFgBrcvvJ3//fM/qgVWY3zX8Z69SEBdzK4LsI4vwtj0KFryUTQrFWPHS+iH5mBe8aH7/omJaDt30n7zZvRHHkHbtg1t2zaePncOpkwB4OZsLqV0HXXNNaiwMKywMGjdGnSdtUfWct9XDwLw1tVv0blm54sPTotHO/p9+hSyPy4+t1c5rNpDUXVHospfmfM0uTIi1D+UaddP45FOj/DCihdYtGcRM7bMAC/4deWvbvtW8q/EbS1u47YWt+F71pemTZtiGEW0OpsQokilxsXx73ffsW3WLI6sXp3r/j4hITQfMoRWI0ZQo1MnmUImRCkmAZEQQohil99pTnkZGaOUYvrm6Ty9/GniUuMAqBZYjZGtR3JHmztoUL5BQbt7wdmN2NYOcY0KUZoNq81bWA3HlYk3/LlN58tNVtP7BjcfzKnEUzz626O8uPJFqgVWY1SbUbmcKZ80DVXjJhxVrkbf+Qr6ng/RLAfagX3YVlzHQ3srYgzajLZzL+zfj6YUt+ZyylSbzv66lWjauS+s+9M5NS0oCHPxYrf9TiacZNiCYTgsB4ObDWZc+3HuJ4rfjb7nQ/RDX108hQwdVbUvVt0RqOoDLhrtdKloVrEZ3w76lnVH1zHg5/swYlOwKgRxR53eBPsEc2W1K+lTrw9ehhemabL7XPbLWQshSifLNDkUGcnWWbPYvXAhjuTkHPfXdJ36ffvS6vbbaTRgAF5+fsXUUyFEYUhAJIQQoti0WRVBtD2BOnvtJBgrslylLKuVtbKaQpbR/rP7GfvzWFYcWgFAh+odGN9lPP0b9seme+afOu2/mc56OJazfkqaLRSry1z0Kj09cv5iUcjpfFkVEI+MjGRc73EcTzjO2+ve5r6f72PJ/iV0rNGRjtU70q5qO/y9CjCyKjERTpxAO3HC+RgV5awVFBWF2tcStm9DS3LeR1XOAL9keypVowZ7fHxoOHAgqlUrVKtW6I0b08jLCxMw+vWHLL4uDsvB7Qtv53jCcZqGNmXa9dOcf/lWCu30KvQ9k9BP/HTx9YKaYNUdhVVnGPhVz/+9F6G8hK0F1blmZ3zrX+Manff2NW8X2bWEEMUjevduts2axbY5c4g/ejTX/Ss2b07rESNocdttBFUvXb//hBC5k4BICCFEsYm2J2BoOkdzWKUsLytrnQ+MTMvkw/UfMmHlBJIdyfh7+fNSz5cY135cjgWTQ70DibYn5G05eDMVfcsTGPunuZqsCh3ZU/FlGlTslvvxlzAjfCi6aWJMncYrc7/mVOIpvtz6Jd/t+o7vdn0HgE238UqvV3jsqsecB8XHXxT4uIKgqCi048edj3Fx+e+QF6i6fqj2V/Pz6RT6Pf00qmVLCA3ly4gIJk7M+2ptAC+ufJGVh1cS6B3INwO/IdDmg3b4a4zdk9DObXLbV9kCsWrfhqo7ClWhQ6kdUVbc0xCFEGVP8tmz7PzmG7bNmsXxv//OdX+/0FBaDB1KqxEjqNqunUwhE6IMk4BICCFEkco4nex8MFNnr91thFBBbD+1nXt/upcNJzYAEFY3jCn9p1C/fO5ForMauZSlhP3Y1g1zCwPMBmNIa/UWjr0HC9TvwijK0R8FkmFEkqZpfHL9J4xoNYJNuyI59+dyfDZvp97heGp+Pp4UPiAwOh4tt5Vt8kjVro1q1Yovg0/RIuQYHRsch6qg6cnAT7TxvQ7VuTV4l8/9ZCEhLDdNt1XPftj9A++seweA6de+T/Pon9D//Bgt2f0v6MqvJlajB7Dq3wVeIR65NyGEKG6Ww8GBX39l66xZ7P3xR0y7Pcf9dZuNhv3702rECBpedx2Gt3cx9VQIUZQkIBJCCOFRGQOhNqsiCNwVwyFzMaHega5gJuKPnEcI5cRu2nljzRu8ufZN0qw0QnxCeOvqt7ijzR0e/auldvQ7jPVj0BzOkSxK98G84iNUvVFgFnzFtcIolaM/HA6IPYf+3ntoGzcStnEjV+/bl8WOJ/J0OhUQANWqoapVcz0u3baNviNHup6/9sUXPPvGGwCM//1xDE2nQ9pxXk9aTnMzGg1FrZSfUEtaYbZ5A1V7eI7XNOfNdVv1bG/MXu5afBd1bPBF07b03PcomsM92FLl2mE2eQRVc1CZWqJeCCEyOrVtG9tmz2b7nDkknjyZ6/5V2ral1YgRtBg6lIBKlYqhh0KI4iQBkRBCCI85Hwidry90vmaNgXN6WWEdjz/OLfNvYVOUc0TPgMYDmHztZKoHebDOgZmCvuVpjP0Xlj9XgY1wdJ4D5dp47jqlRH5GJfmlpHHF3tO03HsS48sRaH+uQ0tKL8y8aWOOx8Z5w5ly3tRq0gGjRi1nAFS1qlsQRLVqEBTkdlybVREE1m/EEzV3s6XHMABSfXwuOv96r+r0CQrncJ266NsnopmJaKmnsP19J9bBL2lXLgjt8DxnmKN7gZb+qHuD7sXNXSuinfyd1NRYZix/kk/KxzEoEIzUzW7Xsapdj9XkUVTF7qV2GpkQQuQkNT6ebbNns/WLL4jatCnX/QOqVKHFbbfR+vbbqdy6dTH0UAhRUiQgEkII4TFZFTH2lG2ntnHzNzdzJO4IFf0q8sG1HzCo2SDP1jrIYkqZVSsc88op4BWUw4GlUEgIxMayPDDwwtSpLKZS5ToqKS0N7bff0OfNY8eCbwlISctxd+Xri2rdGnXllagrrkC1a8epKkF0+iaMY/HHuLFxKN8M/AJd0/N0G5l/pnJaic2hGViNH8GqOQhj8+PoxxYAoJ9eyeCawF+LM5/epSPAKuf/GL0dkOmedF+suiOxGj8IQU3y1G8hhChtzh08yIb//Y8t06eTmkudN8Pbm0Y33EDrkSOp37cvuk3eNgpxOZBXuhBCiFJv2cFlhH8fTlxqHI0rNGZR+KI81RrKD+3Itxgb7nOfUtZuEqrenWVypMj58CTj1KnMU6myZVloa9agzZuH/t13aNHRAGTKTVC6DoGBzuXhIyJQV1wBzZqBl/uUq8rANwO/ofes3izas4jnIp/j1d6v5jkkcpOXldj8a2J2mYd14heMTY+gJRasXpTyqYzVcCxWgzHgU7FA57jcZLUKoRCi5CilOLJ6NX9/+CF7f/wRZVk57l+9Y0dajRhB88GD8asgr2MhLjcSEAkhhCgy598sHmrknbcVw7LwxZYvuP+X+3FYDnrU7sE3A7+hgp8H/6fVTEHf8hTG/qmupjIxpSyL0UCFohRs3ow+bx76N9+gZbGcsSpfnn9q1aLtuHGodu0wnnoabF5gmag77sjx9B2qd2DytZMZ8/MY3v3zXXae3sn0AdMJ9Q/N8bjCBA6qWn8clXtx/9JwKqkUDGUyodF1YNnBSnN+KOfjycTTfLnjGxJMi7CG19Gz6e2o6jeA4Zvv615KMtYUy4u8rEIohCh6jtRUds6bx/rJkzm5ZUuO+wbVqEHLYcNoNWIEFZs2LaYeCiFKIwmIhBBCFJns3iy61b3JIujo1asXSikmrJrA62teB2Boi6F8ev2n+Ngurj9TYAn70qeUbXY1lZUpZea8uViRkZi5vHnPtcbQ3r3OUGjePLTduy/arPz8UAMGYA0diurbl5g1a1Dnr6nnbwTQ6Laj0TSNh5Y+xC/7f6HT9E7MuWUOHWt0zPaY3AKH8yvjnf/8IoYfi7wbYWg6prJ4scnjF+1yJukMnadfxeE4ixsb30jENfNRZXDUWFFYsWJF6SyOLoTIUsLJk2z65BP+mTaNpFOnst9R02h8ww1cMWYMda++Gt1Tf2wQQpRpEhAJIYQodhnfcGY17alL9y6M/nE0c7bPAeCZrs8woccEz65SdmR++pSyeMBZZ8Zs936ZmlKWlzfuWe5z/Dj6/PnOKWQbNly0WdlsqL59scLDUQMGOKeR5eOaObmjzR20q9qO276/jX1n99F7Vm+e7fYs97S7h8oBlfN9vvMr4xVEiiOFJfuX8M66dzgcd5iGFRry+Q2fe7aulRBCFIOoTZtY/9FH7Jw3L8cl6r2DgmgzejTtx46lfIMGxdhDIURZIAGREEKIQsltCkp+VskCOJt8liHfDWHl4ZUYmsGU/lMY3XZ0IXuZgSMJfev4LKaUfQ3lLuHVWc6eRVuwgLvmzMH2xhtoSl20i9W9O2roUKxbboGKRVdzp02VNvx555/c+9O9fL/reyaumsirq19lQKMB3Nn2Tq6pdw2G7j6izMUDU+si/4vky61f8uOeH4m3OwNCfy9/5t06jxDfkAKf93KV32loQgjPsEyTvT/+yN+TJ3Pkjz9y3Ld8gwa0HzeO1iNH4hMcXEw9FEKUNRIQCSGEKLDMy9pnJS9vHM8HAAfPHeTGeTeyO3o3Qd5BzL11Ln3q9/FMZ+1n0fdNQd/7MZr9jKvZqj0U84qPS/2UsgJJSkJbvBh97ly0pUvR0tLI/Pdi1bYt1tChWIMHQ61axda1YJ9gvr7la77a/hVT/5nK38f/ZsHuBSzYvYBawbUY1XoUo9qMok5InVxHnOWVUoo31rzBiytfdLXVDKrJ4OaDGd1mNE0rXt61N3JaIS4nMg1NiOKVEhvLlhkz2DBlCrH//ZfjvnV696bDAw/Q8LrrZBqZECJXEhAJIYTwmIIWFO7duzfrj6/nlm9u4VTSKWoG1WRh+EJaV/bAiJ7k4+h7PkA/8CmaI8HV7JxSNglVb3SZmVKWJxmWpdcWLUJLTLxoF9WwIVZ4OFZ4OJRgQVJN07i91e3c3up2tp7ayhebv+Cr7V9xJO4Ir6x+hVdXv0rf+n0Z3XY0NzS6AW/DG8j/qLRQ70ACtkdzMGArLx77E4BRrUcxus1orqp5VcFWU7sU5WWFOCFEiUk4dIjfp01j26xZ2BMSst3P8PGh5W230eGBB6jc+hIeGSuE8DgJiIQQQhTYlh4TiTQj6d2jd5bP82rRnkWMWDiCZEcyrSu35ofwH6gRVKNwnYvfi7H7XbRDs9GsC/UYlGagag3BbPYMBF9CI0a2bUOfNs1tWfqMVPXqWIMHMzU2lnunTSvRUCyrKUmtK7fmvb7v8VrYayzcvZAZm2cQeSiSpQeWsvTAUir5V2JEqxHc0eaOfI9W2djtRQbuGciG9HDozavf5NFOj3rsfoQQoqgopfgvMpK/P/yQ/b/84lxxMhsBVaty5X330e6eewioVKkYeymEuFRIQCSEEKJQMr9Zz++b94/Wf8Tjvz2OQnFt/WuZc8scgnwKMd3r3FaMf19HO/o9Ghf+R1rpPlj17sBq/CgE1i/4+UubqCiMCRPQvvgCzbLcNqly5VADBzqLTXfvDoZBo8jIYg+HMgZCRvhQdNPEmDoty2lMvjZfhrYYytAWQ9l/dj9fbPmCmVtnciLhBO/99R7v/fUeXWt2ZXTb0QxqNgh/L/8sr2kpi//O/ceu6F18ueVLfj71M7qm87/+//NsTSshhCgCacnJ7Pj6a9ZPnszpHTty3LfqFVfQ8cEHaTZ4MIa3dzH1UAhxKZKASAghRImwlMUzy5/h/b/eB+DutnfzYb8PsekF/Kcp6TDG9gloh75yD4ZswVgNx2A1egh8q3ii66VDcjL6pEnob7+NlmGqgWtZ+vBwVN++4OPjdphHa8XksWC0W42afExjalC+AS/3epmIHhEs2b+E6Zun88u+X1hzdA1rjq7hsd8eY2jzoQxuPpgzSWfYFb2LXWd2sSt6F3ui95DsSHady0v34subvmRQs0GFumUhhChK8ceP88/UqWz69FOSsxgNep6m6zS5+WY6PPQQNTt3ltUXhRAeIQGREEKIYmc37dyz+B6+3vE1AC/3epmnOj9VsP/Btceg//sW+r6P0axUV7PyqYzV+CGsBmPA6xJamcqy0ObOxXjhBbQjR1zNKjgYa/x4rPvuc1uWvijlpWB0m1URBFaNYeGqiAIvSW/TbdzQ6AZuaHQDx+OPM3PrTL7Y8gUHzh3gk02f8MmmT7I8zsfwoVGFRjSr2Iz7rryP7rW7F+j6Imva/G/Rv/2WGn6+aPO/RQ12hm/5rRElhIDj69ezfvJk/v32WyyHI9v9fMqVo92dd3Ll2LGE1KlTjD0UQlwOJCASQgiRZ21WRRBtTyDUO7DAb/bjU+MJ/z6c3w/+jqEZTLt+GiNbj8z/icwU9H0fo//7JlraOVez8iqP1Ww8VsP7wPArUB9LK23NGvQnn0TfsMHVpgwD6557sF54AUphzYloewLnGvti2rMvqJof1YOqM77reJ7q8hQrD61k+ubprDq8iprBNWka2pSmFZvSrGIzmoY2pV65ehi6rNpTULmFe2rwIMzBgzgWEeEKh8DDo9SEuIRZDge7Fixg/eTJHPvzzxz3rdC4MTUHDuTqxx7DL+QS+qOHEKJUkYBICCFEjjLWj4m2J2BoOtEFfLN/MuEkN31zExujNuLv5c/cW+fSr0G//J1EmWiHvsLYPhEtOcMIGt0Hq9EDWE2fAu/yBepfqXXgAMazz6J//71bs9W/P+brr0Pz5iXUsaKRVRHrzHRNp3fd3vSuK2FEUckq3MvL90YIkbPkmBg2T5/OP//7H3EZRoJmpV6fPnR88EHqXH01e/buxbuYRogKIS5PEhAJIYTIkVv9mELYf3Y/N8y9gf1n91PRryI/hP9Ah+od8n4CpdCilmJsexYtdvuFZjRU3RGYLSLAv1ah+1mqnDuH/sYb6B99hGbPsBJbixaYb72F6tOnBDtXdDz1Myc8T743QhTcmX//Zf3HH7Nt1iwcycnZ7mfz86PV7bfTftw4KqX/AcA0c6/bJoQQhSUBkRBCiCK38cRGbpx3I6eSTlE3pC6Lhy6mcWjjPB+vxfyDvvUZ9NMr3Nqtqv0xW78CIa083OMSlpaG/tln6C+95LZkvapSBXPCBNQdd0AuhaGFEEKUPGVZHPjtN9ZPnsyBX3/Ncd+gmjW58r77aHvXXfiHhhZTD4UQ4gIJiIQQQmTLEwWGfzvwG0O+G0JiWiJtqrThx/AfqRpYNW8HJ+zH2PYC+tFv3Zqt8u2xWr+OqtyzQH0qtZRC++UXjKefRtu9+0Kzry/WI49gPfkkBAWVYAfzL9Q7kMAdMSS0qJCn/T3xMyeEECXNnpjIttmz2fDRR0Rn+H2elRqdOtHhwQdpcsstGF5exdRDIYS4mAREQgghisyc7XO4e/HdOCwHvev0Zv6g+QT7BOd+YMop9H9fQ9//CZq6sJqLCmyI2fIlVM2BcKkt6btlC8bTT6MvX+7WbN12G+bLL0Pt2iXUscLZ0mMiEcsimDg2b2GPp4taC88xwocSZpoY/fpDSAjmvLkl3SUhSp3Yw4f553//Y/Pnn5Ny7ly2++k2G00HDqTDgw9So2PH4uugEELkQAIiIYQQ2cr85j7UO9C1illu3v/rfZ5e9jQAQ5oP4fMbPsfH5pPzQY5E9D2T0He/h+aIdzUrn0pYzZ/Hqn8X6N4Fv6HS6MQJjAkT0L74Ak0pV7PVpQvW22+jOuSjTlMJkCXNLyOxsYTpBugGxMaWdG+EKDWUUhz780/+/vBDdi9ciMqhXpBfhQq0u+cerrzvPoJq1CjGXgohRO4kIBJCCJGjjAFAXqb8WMpi/LLxTPp7EgAPdXiIt655C13TczjIgX5wBvrOl9FSolzNygjAavIIVuPHwKtsTa3KVVIS+qRJ6G+/jZaY6GpW9ephvvYa6tZby8QoKSlYLIS4XCnLYvfChax75x1ObNiQ474VmzWjw0MP0fK22/Dy9y+mHgohRP5IQCSEEKVY5iWlS2KJ6fxcz27auevHu5i3cx4Ar4e9zmOdHkPLLuhQCu34Ioxtz6PFZ6i5oxlY9e7CavE8+OaxXlFZYVloX3+N8cILaEePuppVSAjWM89gjRsHPrmMtBKiFJFRZOJyY5kmu77/njWvvcbpHTty3LfhddfR4cEHqRsWlv2/hUIIUUpIQCSEEKVIxgCozaoIAnfFkGCscI3cKc1LTMenxjPkuyEs+28ZNt3GJ9d/wu2tbs/+gIQDGBsfRD/5m1uzVeNmzFYvQ1CTIu5x8dNWr0Z/8kn0f/5xtSnDwBozBuv556FixRLsXeG1WRVBdHrtoFDvQCkyXcbltcB4af2dJISnWabJv/Pns/q114jetSvb/bwCAmg9ahTt77+f0MZ5X7FTCCFKmgREQghRimQMgEqiWO/5N/j5fXN/MuEkN35zI5uiNhHgFcC8gfPoW79v1jtbDvS9H6LvmIhmJl9ortjVuTJZ6FWFvY3SZ/9+jGefRV+wwK3Zuu46zNdfh2bNSqhjnhVtT8BIn0oYnY+f25IYGSeyEBLCctMkzDCALAqMn9+ekAAhISXYUSGKl+VwsGPuXNa8/joxe/dmu19InTq0HzeONnfcgW+5csXXQSGE8JAcCkIIIYQoTkb4UMJ27MQIH1qg7Z5w/g1+ft7c743ZS8+ZPdkUtYlK/pX4bfhv2YdDZzdiW9YFY+t4Vzik/Gri6DIfs9fySy8cOnsW/amnsLVu7RYOqVatcPzyC+bChZdMOFQYK1asKOkuCMCcN5flLZpnuzqZa/uSX2QFM3FZsBwOts6cybTWrfnxzjuzDYcqNm/OzbNnM/bff+n0yCMSDgkhyiwZQSSEEKXF+RWCrGxWP8ltuwfkdUoJOFdtifwvkhE/jOB00mnqlavH4qGLaVSh0cU7OxLRd0xE3/MhGpbzeDSshuOwWk689ApQp6Whf/IJ+ssvo8XEuJpVlSqYL72EGjkS0kdpXA6kRk3ZId8rIcBMS2Pb7NmsffNNzh04kO1+lVu1ottzz9Hk5pvRdPm7uxCieNjtdg4dOkS9evWw2Twb6chvMiGEuMxERkZmu21Lj4lcE1Uhx+lle6L3MGHlBJr9rxn9vu7H6aTTtK3SlpUjV2YZDmknlmBb2hZjz6QL4VBIS8ywP7DavXdphUNKoS1ejK1dO4xHH3WFQ8rXF/OZZ3Ds3IkaPfqSDYdCvQOpuScFU1mEege62mX6WNkh3ytxOTPtdjZ99hlTW7Tg5zFjsg2HqrRty8D587lr/Xqa3nqrhENCiGKRlJTEgw8+SPXq1encuTNH0xc7eeqpp3j//fc9cg0ZQSSEEJeZghS6PpV4im92fsOc7XPYcOLCUr4BXgEMaT6Ed655hyCfTEFP6mmMzY+jH74wFUXpPljNn8dq8hjoXoW6j1Jn82aMp59GzxTAWcOGYb78MtSqVUIdKz4X1awRQogywJGaypYvvmDdW28Rd+RItvtVu/JKuj33HA2vv15WJBNCFLuXXnqJ7du38+OPPzJ48GBXe69evXjjjTd49NFHC30NCYiEEKIEuRXnzVQg1tPOF6CuU9XOwlURuRahTrQnsmjvIr7e/jW/HfgNUzmnthmaQZ/6fbit5W3c2OhGArwD3A9UCu3IXIxNj6PZz7iarcq9Ma/4CIKymIJWlp04gRERgfbll2hKuZqtrl2x3n4b1b59CXZOiMKRKWfiUpaWnMyWGTNY9/bbxB87lu1+1Tt2pNtzz9GgXz8JhoQQJeann35i+vTpdOjQwe13UdOmTfnvv/88cg0JiIQQogRlHM1jzpvL8ogIek50Bjf5qQeUF+cLUB/NYWU0h+XggHaA0YtGs3D3QhLTEl3b2ldrz7CWwxjcbDBVAqtkfZGkI86l60/87GpSXuUx27yFqjsSLqH/sdaSkzFefx3bu++iJV74Oqn69TFfew11yy2X1P2Ky5NMOROXotT4eDZOm8bfH3xA4smT2e5Xs3Nnuj3/PPWuuUaCISFEiYuOjqZSpUoXtSdm+P/QwpKASAghSkBeRvNs6TGRSDOS3j2K9g3a8uXLKd+8PHO2z2HejnlEeUfBdue2+uXqc1vL27itxW00Dm2c/UmUhX7gU/Stz6I54l3NVs2BmO3eB9+qRXoPxcqy0OfMoekzz+B16pSrWYWEYD33HNbYseDjU4IdFEIIkZXkmBjWf/QRGz7+mJSzZ7Pdr1a3bnR7/nnq9u4twZAQotRo27Ytv/76K/feey+A6/fTrFmz6Nixo0euIQGREEKUgOxG82SezlFUf723TDt/HP6D8FUTSDi6jZQ/z7m2+Sk/Rl05imEth9GpRqfc/+c4fjfGhrHoZ1a7mpRvNcwrPkTVuKlI+l9StD/+QH/ySfSNG11tyjCw7rsP67nnoGLFEuydEEKIrCRERfH3pEls/OQT7AlZj6AFqN2zJ92ee446PXtKMCSEKHVeeOEFhgwZwq5du3A4HEydOpXdu3fz999/s3jxYo9cQwIiIYQoRTwdCEVGRtK9Z3d2nN5B8qntOBJPkZYQhSM5hqv/mXZhR81gUNNbGNZyGH/O/pNX+r2S+8mtNPTd76HvfAXNSr3QXO9OzNZvgHc5j95Lidq3D+OZZ9B/+MGt2bz+eqzXX4emTUuoY0IIIbITe/gwf777LltmzMCRkpLtfvX69KHr+PHU7t69GHsnhBD507lzZ1atWsWkSZNo3rw5kZGRtG7dmqVLl9KiRQuPXEMCIiFKObcixlk8F+K8NqsiOJMaT4iyeKlWNzYc38D8dfOJ3hBNUlrSRfvXDKrJaZsPvuXr41W+PnOunQzAetbnfrGzm7BtuBft3BZXkwqoj9n+f6jKl9DP59mz6K+9hj5lClpamqvZat2ag+PGUWPkSIxLdMn64tJmVQSBVWPyVDhdCCHyInrPHta9/Tbbv/oKy+HIdr/GN95Il/HjqS6LCQghyoh69erxwQcfFNn5JSASohRrsyqCwF0xJBgrXG+cCrJEuSgeRR7e5bDKWXxqPP/tW0Jq9G5OpyUxbMMU5wYdSIMg7yBSfEPwDqyKd0BV9IBKHLhuGjV/fxxD0zGVlbc+mMnoO15C3zMJLX1VM4WO1fgRrBYvgs3fQzdbwtLS0KdNQ3/lFbSYGFezqloV86WXcAwbRsK+fSXYwUtHtD2BczkUThdCiLw6tXUra958k13ffYeysv53TdN1mg8ZQuennqJyy5bF3EMhhCi4X3/9FcMwuPrqq93aly1bhmVZ9OnTp9DX0At9BiFEkYm2J3C0sS/R8sapVIiMjMxx+4oVKwp1fG7MeXNZ3qI55ry5rjalFN/++y2tprUiOWoTVloSaDrtqrZjzBVjuD7tejbfs5nTj5+mfNNbCK7VFd8KDTC8A/N3cWWiHZqDbekVGLvfvRAOhbTEvHo1Vps3Lo1wSCm0H3/E1rYtxmOPucIh5eeH+eyzOHbuRN1xB8iooYILCWG5vx+EhGS5OdQ7kJp7UgjN78+oKBay7L0ojY79/Tfzb7mFz9q359/587MMh3QvL9reeSdjtm/nppkzJRwSQpQ5EydOxDTNi9qVUkyc6JlR2BIQCVHGFTZ0EHmXUwBkhA8lbMdOjPChBTo+vyxlsSlqEzfOu5FhC4ZxPOE4hk8I5RsPoNKVY/jrzr+YMuM0j2yz0eqBl9C1Av66Vxba0e+x/XoFtr/vQEvc72zWvTFbTMBxzZ+oCpfI0PxNmzCuvRbbwIFoe/e6mq3hw3Fs3441YQIESmhRWFkFnRlt6TGRa6IqyHSzUkpGsIrSwkxLY8+PPzKnXz++7NaNvT/9lOV+Nj8/2j/wAPfv2sV1U6dSoWHDYu6pEEJ4xoEDB2iaRd3Lxo0bc/DgQY9cQ6aYCVHGyZSzUiI2ljDdAOviVN9Tdkfv5m/jbwZ+O5A1R9YQk+wc3eJtePNk5yf5JCUGm+F9YbpYpj6Fege6RqPlOjpDKbQTP2PsmOBWZwjAqtQL84oPILiZZ2+wpBw/jhERgTZzJppSrmarWzest99GXXllCXbu0iSjUIQQBXV6xw62zpzJ9jlzSDx5Mtv9vIOCuPK+++j48MMEVK5cjD0UQoiiERwczH///Uft2rXd2g8cOIC/v2dG8ktAJIQQnpBDfSAAbf631Dh0CCN8KNagQVA+76d2WA7eWPMGr65+FdNmwh5nu7+XPzVSarBgzAIahzbm+1URBO6IIaFFhSzPk9WIjFDvQPdjlKJhwEGM5d3RY/5229cKvQqr5cRLpwh1YiL6e++hv/suWtKFIt6qQQPM115D3XwzyDLH+ZaX8Ce3UFsCJCFERinnzrHzm2/Y+uWXHF+f80IKfhUq0OHBB7ny/vvxK5+Pf2yFEKKU69+/P8888wyzZ8+mXr16gDMcev755+nfv79HriFTzIQoZfIzZSwv05pE8chq2kzG76UaPIhjdepgzpuLGjyIUO9ATGXlWmtl/9n9hM0K46U/XsJUJm1D2vJ62OusHrWa04+dZpBjEI1DGwMFm5qT8Rgt+k+MFddwZ725buGQKtcOR7dFmL1XXhrhUHIy2syZ2Fq2xHj5ZVc4pMqVw3z7bRxbtqBuuUXCoQLyxIhGGRUphFCWxcFly1g4YgQf1q7NkgceyDEcCqhalavffJNx+/bR7bnnJBwSQnjM559/TteuXalduza1a9emb9++/PbbbwCcPXuWp556ig4dOlCtWjVatmzJ008/TWxsrNs5jhw5wpAhQ6hevTqNGjXihRdewJHDKotZmThxIgEBAXTs2JE2bdrQpk0bOnXqRIUKFXj55Zc9cq8ygkiIUiZfU8aKYVqTKLicvpfnQ5yIPyKYOPbiQEcpxcytM3n0t0dJsCcQ7BPM5H6Tua3Fba59jPChhJkmRvjQrOu55DKq6byK3tEYawejH/vBvQ/BLTBbTkBVv7FshyUOB9rGjWjLl6NFRqKtXYuWmurarGw2rPvuw3ruOQgNLcGOXp4uGsUmhLisnT1wgK0zZ7Jt9mziDh/Odf8anTrRZvRoWg4bhs3Xtxh6KIS43FSvXp2IiAgaNGiAUoqvv/6a4cOHs3LlSpRSREVF8dJLL9G0aVOOHDnCY489RlRUFF9++SUApmkSHh5OlSpVWLp0KVFRUYwdOxYvLy9efPHFPPcjJCSEpUuXEhkZyfbt2/H19aVFixZ07drVY/cqAZEQZUibVREEVo1h4aoIKeBayuX1e5XVVJropGjG/jKWhbsXAtC9Vnem3zidOiF1cr1uxvOZ8+ZiRUZiZhc4pkSh73iFhxt9in7sQu0dFdgIs8WLqFqDoaDFrUuSUrBzJ3pkpDMUWrUKLS4uy12tG27AfP11aNKkmDspztvSYyIRy7IOSoUQlwd7YiK7v/+eLV9+yeFVq3LdP6BqVVoNH07rkSOp2OwSqYcnhCi1Mk/feuGFF5g+fTobNmxgxIgRzJw507WtXr16PP/884wZMwaHw4HNZmP58uXs3r2bhQsXUrlyZVq1asWzzz7LhAkTGD9+PN7e3nnui6ZphIWFERYW5rH7y+iSCYjOL/eW1bJvQpQlSim3n+Pzb9tN00SlF9A9v4+h0vdQBfvZl9dN/mT+3uS0PdqewNnGvlj2BFdbVsf36NHDre33g79zz8/3EJUQhZfuRUSPCB7p8AiGblx0rDnnK5ZNnEi3iAhI35b5fJmfA5AWj23vJIy9H6CZiZA+OEj5VMXR/HnMOqNAt4GlgDLys5GQgB4Zib50KcaSJWjHjmW7q6pdG7N3b6xhw7B69HA25vM1IK8dz8rttSUuHfLaEecppTi2bh3bZs1i13ffYY+Pz3F/3cuLhtddR+tRo6jXpw+6zfk25nL5WZLXjhD5l93r5vx7qri4OLQMo+R9fHzw8fHJ9ZwLFy4kKSmJDh06ZLlPXFwcQUFB2NJ/T61fv57mzZtTOUPB/KuvvprHH3+cXbt20bp162yvN23aNEaNGoWvry/Tpk3LsW9jxozJcXteXDIB0YEDBwDYt29fCfdEiMKx2+3s3r0bgEDlRbnd8ZxrHMTu3buZW2koMw/NZGTPoezevZtmpgnKAku5jikIed3krvGzz9NL11ADB7PntVey3Cfj987hcGBoOqayXG0Zt2eWYqbwwY4P+PrA1wDUD6rPa1e+RtNyTdm3N/vvT07nvIhKI/Ts91Q5NQ2bGZPh2l6crXYvZ0Jvx7L7wd79eTtfCfM+dIjg1asJ/uMPAv75Bz0tLcv9HOXLk9ChA/EdO5LQqRP2mjUvTJkrxOsG5LXjKfn6ORaXBHntXL6ST57kyOLFHF60iIRDh3LdP7hxY+rcdBM1r7sOn/LlcQB795eNf6eKgrx2hMi/zK8bTdOoU6cOLVu2JCEhwdX+9NNPM378+CzPsWPHDq699lpSUlIICAhg1qxZWS45Hx0dzdtvv82oUaNcbadOnXILhwAqVaoEwMkcVmMEmDJlCoMHD8bX15cpU6Zku5+maRIQZVS/fn32799Pw4YNMXKptyFEaebt7U2T9OkuO5q8ygp9hdu0oYzbbYYBhg6m5WrLD9M02bdvn7xu8sA7OZk+mb7WK1Zk/72pfDqEoJ1niW9e3tXWp0+fLL9PW05uYfSPo/k3+l8A7rviPl7r9Rp+Xn659yvDNbOlFPrxBdh2RKAnXPgHUmk2zHp3szamJ1263ZyfhdVKRmoq+urV6EuWOD+y+Z9k5eOD1aMHVlgYVlgYqmVLfHUdX6CSh7oirx3Pyu61IS498tq5PDlSU9m3eDHbZs3i4G+/oSwrx/19K1Sg+ZAhtBo5kipt27r9hf9yJa8dIfIvu9eNUgq73c727dsvGkGUnUaNGrFq1Sri4uL44YcfuP/++1m8eLFbSBQXF0d4eDhNmjTJNmjKry1btmT5eVG5ZAKi899wwzDkl6Yok9qsiiDankCdanZ+WPOSq27N1Vdf7bZf7969L/yMa+n/0SjUz728bvIgi6/1qlWr3L4/Gb83W3u+RMRy97oqmb+XlrJ4/6/3eXHFi6RZaVQNqMonN3xCvwb98t4tTcvxe6edXo2+9Rn0mL/cr11zIGarlyGwId3zfLUSkJKC9s036D/84KwnlJiY5W6qdm2sfv1Q/fujevWCgACg6JfqlNeOZ2R+bYhLn7x2Ln3KsojatIlts2ez4+uvSY6JyXF/Tdep37cvrUeOpNGAAdhymeZxuZLXjhD5l/l1c36KWXBwcJ4DaG9vb+rXrw9A27Zt2bRpE1OnTmXSpEkAxMfHM2jQIAIDA5k9ezZeXl6uYytXrsw///zjdr7Tp08DUKVKlTxdPy0tjY4dOzJ37twi/aPaJRMQCVHWRdsTMDSdo419Me0J2e7ntipWHlepEsUj84plWRWgPu9I3BHuXHQnKw+vBGBA4wFM7T+VSgH5G+OS7TXsZzE2PoB+ZL5bs1WpB1br11EVsp4zXWqcPo0+dSr61Klo6f+AZqQMA9W1K6pfP6z+/aF587K90poQQpRxjpQUjm/YwNE1aziydi3H1q0j5dy5XI+r0LAhrUeNotXttxNUo0bRd1QIITzAsizsdjvgHDk0aNAgvL29mTNnDr6ZVlTs0KED7777LqdPn3ZNLYuMjCQoKCjPYY+XlxepGVbhLSoSEAlRhpnz5rI8IoKeE2X1n+KWl1XKslvift6OeTyw5AFiU2MJ8ArgvT7vcUebOwo0hD6ra2hn1mH8NQIt6cLywCq4OWbr11BV+5fuIGX3bvQPP0SfNQstJcVtk6pc2RkI9euHuuYaKFeuZPoohBCC5JgYjq5b5wqETmzYgJn+Zik33oGBNBs8mNajRlGzc2eZQiaEKNUmTpzINddcQ61atYiPj+fbb79l9erVfPfdd8TFxTFw4ECSkpKYNm0a8fHxxKcX3a9YsSKGYRAWFkaTJk247777mDBhAqdOneLVV1/l7rvvzrUodkZ33XUXH3zwAR9++KGrALanSUAkhBAFEG1P4Fwuo70yO5dyjoeXPszXO5yFqDtW78gXN35BwwoNPdMpZaLveht9x0Q0lb5ymld5zDZvoOqOBK2UjjRTCm31avT330f76Sc0pS5sMgzUwIFY48ahOnUCvagnjQkhhMhMKUXsoUOuMOjImjWc2bkz3+ep3aMHrUeOpOnAgXinTwUWQojS7syZM4wdO5aTJ08SHBxMixYt+O677+jduzerV69mw4YNAFxxxRVux23ZsoXatWtjGAZz587l8ccf59prr8Xf35/bbruNZ599Nl/92LRpE6tWrSIyMpLmzZvj7+/vtn3WrFmFu1EkIBKizMtpGpMoPVYdWsWdP97J4bjDGJrBM12f4dluz2LTPfRrOPk4xt+j0U9Fupqsit0wO30J/rU8cw1PczjQFixAf/999PR/WM9TQUFYd92FNW4c1KlTQh0UQojLk2WanN6+nSNr1nBkzRqOrl1L/LFjBTpXufr1aREeTuuRIynfoIGHeyqEEEVv8uTJ2W7r1q0bZ8+ezfUctWvXZv78+bnul5OQkBAGDBhQqHPkRgIiIcq47KYxXe4iIyML/bXxxDnspp0Jqybw7rp3USgalG/AjAEzuKrmVYU6b0baiV8w/r4LzX4GAIWG1fxZrGbPgacCKE+Kj0efMQN98mS0TEscqxo1sB58EOuuuyAkpIQ6KIQQl5e05GSOr1/vVj8oNS4u/yfSNCq3akWtrl2p2aULtbp2JbhmTc93WAghLiOWZfHhhx+yb98+0tLS6N69O+PHj8fPL/cVj/OrFL5zEEKIwluxYoVbuJPfsKfNqggCd8WQYKzItsZQbv498y+jfhjF5pObARjdZjTvXPMOQT5BBTrfRSw7+rbnMfZMcjUp3+qYnb5EVe7pmWt40rFj6B99hP7ZZ2ixsW6bVJs2mI8+iho8GDKs+iCEEMLzks6c4ejatRxZu5aja9ZwYuNGrLS0fJ/H5utL9Y4dXWFQjauuwlfCfSGE8Kh3332XN954g169euHr68snn3xCdHQ0H330kcevJQGREKVEqHcg0en1bEK9A0u4N2VbVgWkMwdGWckYIhWkxtB5Simm/jOVp5c/TYojhVC/UP533f+4ucnN+T5XdrQzazE2PYJ2brOrzap2HWaHz8Cnoseu4xFbtmBMmoQ2bx6aw+G2yerfH+uRR5xL00uRUiGE8DilFOcOHrxQP2j1aqJ37y7QufxCQ6nVpQs1u3alVteuVG3XDsPb28M9FkIIkdHcuXN55513GD16NOB8XxMeHs6HH36I7uH6nBIQCVFKFHSUirhYQcIdI3woumliTJ2GOW9uga8dlRDFPYvvYemBpQD0rd+XT2/4lGqB1Qp8TjeJBzG2Pod+9FtXk9K9sVq/gdVwXOkJWZRC+/VX9EmT0Jctc9/k7Y0aPhzz4Yedy9MLIYTwGMvh4NS2bW71gxJOnCjQucrVr38hEOrShdAmTdBksQAhhChWR48epU+fPq7nvXr1QtM0Tpw4QY0aNTx6LQmIhBCXnFDvQAJ3xJDQokK2+1w05Sw2ljDdAMss8HV/2P0DY38ey5nkM/jafHm99+vc3/5+zyzfmxaH/u8b6Hsno1mprmYV3AJHx+lQvl3hr+EJqaloc+c6Rwzt2OG2SVWogDVmDNbYsVC1agl1UAghLg1pycnEHz1K3NGjxB05wrmDBzn2118c+/NP7An5H/2q6TpV2rRxhUE1u3QhqHr1Iui5EEKI/HA4HPj6+rq1eXl54cg0Mt8TJCASQlxytvSYSMSyCCaOzXpU1vn6QofMxYR6BxZ69JalLB7/7XE+3vCx8/xV2vDFjV/QolKLQp3XeXIH+sEZ6DsmoKWedjUrn8qYLSeg6t5ROgpRx8Sgf/IJ+pQpaFFRbptUgwZYDz+MNWIEyLLGQgiRKzMtjfhjx4g7epT4I0ecIVB6EHT+8+QzZwp1DS9/f6p36kSt9PpB1Tt1wifIQzXyhBBCeIxSivvvvx8fHx9XW0pKCo899pjbUveyzL0QotC2bNlCkyZNSrobhZafItTnp6AZ6Z8XhlKKx359jCn/TEFD47GrHmNCjwn42HxyPzgXWtRvGFueQou7MBJH6T5YjR/Cavo0eAUX+hqFtn8/+uTJ6F98gZaU5LbJ6twZ69FHUQMGgGGUUAeFEKJ0sUyTxKioiwKfuCNHXCOCEqKiQCmPXte/UiVXMelaXbtSpW1bDFkUQAghSr3bbrvtorYhQ4YUybUkIBLiMuZ123CqONLw/mImlAspVO2dkpa5CHWvXr1cnxvhQwkzTYzwoR69R6UUiUfXMuXERgA+veFTRrYeWfgTx/2LsWU8etQvbs1WrcGYrV6FgLqFv0YhaX/+if7++2g//IBmWa52peuom25yBkNXXVWCPRRCiOKnlCLp9Gm38MdtBNDRoyQcP45VBNMCMqvQsKGrmHTNLl2o0KiRZ6Y8CyGEKFYff/xxsV1LAiIhLmNabCy9lQU2G2Radrys83R9oawkHF9PUno4NPnayYUPh1LPoO94Gf3AJ2jqQl+tCh2w2ryDqti5cOcvLNNEW7TIWXh63Tq3TcrfH2v0aKwHH4T69Uuog0IIUXRMu52EEyeIP37c9ZFw7Jjz8xMnXKN/zNTU3E/mQT7BwQTVrElwrVqENmniCoQCq1Qp1n4IIYQo+yQgEkKIvAgJYblpEpY+VSopahMJR50hyZtXv8mYK8cU/NyWHX3fFPSdr6KlXQjqlF8tzNavoGqFg1aCq8YkJqLPnIn+4Ydo+/e7bVJVq2Ldfz/WvfdCheyLggshRGmllCI5Opr4Y8cuBEDHjhF/4gQJ5z8/fpyk06dzP5mH2fz8CE4Pf4Jr1nQFQcE1a7rafYJLwXRjIYQQlwQJiIQQF8mtnk9ht5e086ucHWrkTah3oLMxUwCUmTlvLssjIug5cSKfbvyUhMOrAQio0YlHOz1asI4ohXb8B4wtz6AlXghelBGA1fRJrMaPgM0/++OLWlQU+pQp6J98ghYT47ZJtWiB+eijqPBw8Cl8vSUhhCgKacnJzpAnQ9CTcOKE++fHjxf7qB8Aw9vbGfhk+AiqVYvgGjVcn/tVqCDTwoQQQhQbCYiEEG6M8KHopokxdVqW9Xpy2w4X1wMqavmtMZTVKmcZAyC4ECIltLgwKqZXr17M3jabB5Y8AEBAtSvxr96hQH3WzqxD3/4C+ulVrjaFhqo7CrPlRPCrVqDzesSOHRgffIA2Zw6a3e62ybr6amd9oT59QN60CCGKkbIs7AkJzo/4eOwJCaTGx2OPiyMhKsoV+sQfP+4KhVLOni2RvmqGQVD16tmO+gmqWZOASpXQ9BIcHSqEEEJkIgGREMJdbvV6iqieT6Hk1qdcRgdlJasQKaZqDHcvvBuFwq9ya4JqdcUiH6vMKIUWtRR911voZ1a7bbIq9cRs8xaUb5f383mSUmiRkc76QkuWuG+y2VDh4ZiPPAJt2pRM/4QQZY7lcLiFOfaEBJJjYzmxezeOjRtJS0wk7XzIk5Dg9nnGY85/npaYWNK3BIDN15egGjUIrFaNoOrVL3xeo4YrCAqsVg1dVm8UQghRxkhAJMRl6r9z//FN7f9YVi4GSwdNKfiqL3qrLc7h7Aq0r6/DS/diWMthhLcIz9N5i2rFsMIw583FiozELMSopp/3/cyIH0ZgKYtRrUfxs09Q+tcpDwGR5UA7+i3GrrfRYre5bVKBDTFbv4GqPqBkRuSkpaF98w3GpEloW7a49y0kBOuee7DGjYMaNYq/b0KIYmWmpTnDmCzCGXt8PKnZBDfZfe5ITi7pW8ofTSOgcmVn6FO9OoHpj0E1ajifp4dAvuXLy7QvIYQQlyQJiIQoRp6szaOU4tNNn3Ik7ghVA6pSOaAyVQKquB7L+ZZz/Q+sUoro5GiOxh9l/bH1zNk+hzVH10C9TCc9tALKZ3h+8HcAftn/C9tOb+Olni+R699DS+MIIyjU1z3yv0jCvwvHYTkY0nwIU6+byhWrX7poCtpFzBT0/2ai734PLfGA2yYV1BSz6ROo2kNB9y5w3wosNhb9s8/QP/4Y7ehR977VqYP10ENYd9wBQUHF3zchRIFYpklyTAzJZ86QHBNDUvpj8pkzJEdHkxQdTWpc3IUQJz4ee2Ki63Mz05TSS4l3YOCFwOd8AFSjBkHpoU9Q9eoEVK2K4eVV0l0VQgghSowEREIUo8y1eQoTGL38x8u8svqVbLd7G95UCaiCl+7FsfhjpJruBTg1NHrFV6RFTFW6JCpUgB/mQw+iv/EmStdRysJ86gk2R23mg78/4K21b3Hw7EG+0Ex8c4+JSr1evXrlaZ91R9dx6/xbSTVTGdB4ADMGzMDQjSynoLkkHEA/9BX6/k/QUk+6bbIqdMBq+lT6iKESqD1x6BD6Rx+hf/45WkKCe9/at3fWF7rlFrDJPw9ClCQzLS37sOf88+ho10dSdHSJ1dspKYa3N95BQXgHBhJQubIzADof+pwPgNLDIFnpSwghhMidvAMQogQVtJjzF1u+cIVD4c3DSbPSOJV4ipOJJzmZeJK41Djspp0jcUfcjqvsX5l65etxS5NbGNJ8CNUCqvHcc89xy5RXMdJrJRinv4T0EUBmy+EMbzmcVpVbMfbnscz/dz7HWofw/b/tqGQv2yFRXr7uIU1D6DunL4lpifSp14c5N8/By8jmr8v2c2hHv3UGQ2fWXLTZqtIHq+mTqEo9S2Yq2cGDGK+84iw8bV4Y3aU0DXX99ViPPYbq2lUKTwtRBEy73RXiJEdHZx32ZHqeGhtb0t32OJuvL95BQeDjQ0D58vgEBTkDnoAA52Omz30CA/EKDHTt5xUQcOGYwEAM7xIYfSmEEEJcwiQgEqKYtFkVQWDVGBauimBLjyxGneTR0v1LGfvzWADGdxnPS71ectseGRlJ5+6dOZl4klOJp0h1pFIjuAbVA6vjY3Nfjtw08zYNrFZ0LX4a+hNDvh/CWs7Rtc1f/Li9DQ2z2rkABaELrQiuuf3Udq6bex1xqXF0r9Wd+YPmX/T10zHRji9GPzQb7fhPaJb7KC2Fhqp5K2bTJ6H8FR7rW74cP47+xhvOEUNpaRf65uuLNWIE1kMPQZMmJdM3IcoYpRRpiYnOUTsxMRdCnwzhTsZt58Mee3x8SXe9QLz8/bMMbnILdLyDgvDJItDRbTZM02T37t00adLE9YcJIYQQQpQOEhAJUUyi7Qmca+yLaU/IfedsbIraxG0LbsNUJsNbDmdiz4uDpvOjkuqE1KFOSJ3CdBlID7Z2xZBgVGDlyJXc/EEn9vsl07XtBr49/Afda3d32z/zcvFFJeP0PE9f8+9jfzPw24HEJMfQoXoHFg5ZiL+Xv3OjUmhnN6Idms2LrWZjW/PWRcer4GZYdW7Hqn0b+Nf0SJ/yLToa/e230adMQUtJudC38uWxHngA6777oFKlkumbEKWAZZqknD17UaCTccpWVtvKSp0e76Ag/EJD8Q8NxS/Dh29ISJ4CHa+AAFmFSwghhLjMSEAkRAnJ74iikwknuWneTSTYEwirG8a066ddtIqKR1YQyzQaJ2Ow1axiM9Zu7sAtLbbyZ3As/eb045MbPmF4y+Fup8hLfZ/Cyjw9zxPXVCg+/PtDnln+DGlWGq0rt+bH8B8J8gmCpCPoh+Y4RwvF7wZwq8SkfCph1R6KVed2KNe25KZqxcWhf/AB+qRJaBlGLaiAAKyHH8Z65BEoV65k+iZEEUlLTr5QjyeLUTwZR/Ocf55y7lzeViEsBXxCQvCvWBG/ChXwS3/M7rl/xYr4VqiAzccn9xMLIYQQQmQgAZEQZcTEVROJSoyiecXmzLt1Ht5GFrUXPLCCWG6jcSqnefP79vaMarSN7yqdYvSi0SzfuJzPRnzmDKySDhPWNBWilgKa80PT0x8zPc+xTUed3wYXnaOyzxmI+9fV1rtTAzBTwPAt0H2fTT7L97bv2fP7HgAGNh3I1OumEuI4g/H3k2iHvkLDcjtG6T6o6gOw6t6OqtIH9BJc/SY5Gf1//0N/+2206OgLffTxwbrvPqwnn4TKlUuuf0LkgWm3k3z2LCkxMaScO0dyTAwpMTEkZzPS5/won7K0nLpv+fIXjerJLfyRlbWEEEIIURwkIBKihOS4ClYmO0/vZPqW6QB83P9jQnxDirRvuY3G8bMM5v7bkmduvIJ31r3DrKOzqLgoljerBGA7Mu+iIKUoPNIIWPrpRe3KFgQ+lVD+NVEVu6Eq90aFdsoxONpwfAPDFgzjP+M/vA1v3r76be5rei22bU+iHZqFptwDN6tiN6w6t6Nq3gre5Tx8Z/lkt6PPmIH+2mtoJ064mpXNhnXHHVjPPgs1S2iam7gsKcsiJTaWlLNnXR/JGQOfc+dcoY9re/pjWmJiSXc/z3SbDd8KFdwDndDQC49ZTO/yK18eXVYIFEIIIUQpJf+XIkQZ8Gzks1jK4qbGN9G1Vtciv15eVvjS0Xit92tEnt7AvXErGJ26CK8juR5W5DRHPDji0RIPwOlV8O9rKN0XVbELqnJPZ2BU/krQvVBKMWXDFJ5a9hRpVhpVfary061TaBv9E9qSx9GUw3Ve5VUeq9H9WHVHQkC9ErzDdKaJNmeOc2WygwddzUrTULfdhvnCC9CgQQl2UJRlSikcycl5D3cy7VNWpm6d5xUQ4B7upD+6Ap4Moc/5z32Cgy+a5iuEEEIIUZZJQCREMQn1DiRwRwwJLSrk67iVh1by876fsek2Xu39ahH1rgD8U9E3PswabRU+GQY0nbN0rLojCQmsCShQFqtWrqRHj+6u56DSPyeLNgVY6Y8X2o4fP0qNatUAxdfH/sTAWTMovFp75z6OBEg9g5Z6ClJOo6WddfVJs1LQTi2HU8uBCJQtkLQKnfjh1FH+OrGbpjboXOcaJtWpie8/4Wgqw2pfXiFYjR/GavQgeBXtyK08UQptwQKMCRPQdu1y22TddBNmRAS0bFlCnROlVVpSErGHDhF35IhzilaG4CclJsZtFM/5RzM1NfcTlzaa5gxwshjNk7Et84gfm2/BpqYKIYQQQlxKJCASophs6TGRSDOS3j1yH51znqUsnl72NAD3tLuHxqGNi6p72boo2PK1o7U5DE2PoO9f7SrUHIcXnyf4MeFkHN7HF/Pd4O/oXLOzs2C2WQlt1d6CF84G/rcogonpdZEeO/c4hqZjKotBHd/N+oDkY2inVqCfWoF2KhIt6bBrk+ZIwPvUMgYDg6udb/0dDl04XNmCsRo/iNXo4ZKfRgbOYOjXXzFefBFt0ya3TVafPlgTJ6Laty+hzomSdj4Aij10iHOHDhH7339uz5NOnSrpLuabd2AgvuXLuz4uGs2TRfjjW66crLwlhBBCCFFAEhAJUYzyMnUro3k757ExaiNB3kE83+35IupVzlzB1lVt0Lc9hzZkLZrXhZo8Sdj4zLctH/u047f+zzP7m1vYGLWRvl/15fMBn3NbpsLZG45vYNXhVbSt0pautbriY8v/Sjt5Go3lVwNVZzhRFfuy3G8Z2w4uglPLaaPF0NsPqmXz20/ZArEaPYDV+BHwzt9or6KirV6N/uKL6KtXu7VbnTtjvfQSqmfPEuqZKC5lNQDSvbzwq1AB33LlnI8ZAh+/TI++GfcrVw7DO4tC/EIIIYQQoshIQCRECcqpGHSKI4UXV7wIwJOdn6RSQKUCXSMyMjLfwZSbtFiurvwH+k+D0RxxkL6YjnLoWM0fosPJeM4agZjKolpgNZbdvowRP4xg8d7F3L7wdg7VasDTx+rzV1AsL8+7kSX7l7hO7e/lT8/aPelTvw996vehcYXGearpkdtorG2ntvHV9q9YdnAZW05ucdvmpXvRpWZnBtW4kttrtSUo5TBa3A5IOoaq2AWr8cPgU7HgXy9P2rgRIyICfelSt2bVpg3mSy+h+vVLX9VNlHWlPQDyLVcuX+HO+TDIKyBA6vQIIYQQQpQREhAJUYJyCm6mbJjCodhD1AiqwUMdHyrwNVasWFGwgEgptIMzMLY+41bPR5ka7K6J2lIH6/u3OPP742Sc0BHgHcD8gfN5etnTfLj+Q56rt59ZVaLY5Z8I+8HQDMLqhrHt1DaiEqP4Zf8v/LL/FwDqhNShTz1nWBRWNyzH1dqyuqf41Hhe+uMlJq+fjKUurKTWqnIrrql3DWF1w+hWqxsB3gGubUW/3loB7NyJMXEi+oIFbs2qcWPMCRNQt94Kul5CnRMFUVoCIL+KFQmsUuVCuJMe5PhlDn8yBD0+ISEybUsIIYQQ4jIgAZEQpVBMcgxvrH0DgIk9J+Lv5V+8HUg+hrFhLHrUhdE+SrOh6o6Cj46xPMGHMK/s3zAausE7fd6hfvn6PLb0EXb5J2IojRFtR/F0l6dpUL4BSim2nd7Gbwd+47cDv7H6yGoOxR7is82f8dnmzzA0g041OtGnfh/61u9LMskk2hPxsflgaIbbqASlFAt3L+Sx3x7jWPwxAAY0HsCgZoMIqxNGlcAqRfe18qQDB5yrks2Zg2ZdiK5UnTqYL7yAGjYMZInsUqm0BED+lSoRUqcOIXXqUK5OHULq1nU9D6lTB++AgNxPIoQQQgghLkvyTkOIItJmVQTR9gRCvQPZ0mNivo59fc3rnEs5R6vKrRjecniB+2CEDyXMNJ2FotMLROc45UwptMNfY2x6BC3tnKvZqn0bZosICKwPX8DyiAh6Tsz9nu5vfz8t3vmSyHLnuDOqGrWf+8S1TdM0WlduTevKrXn8qsdJtCey8vBKfjvwG78e+JW9MXtZe3Qta4+uZeKqieADk96Z5DwWDR+bD96GNz6GMzCKSowCoH65+nxw7Qdc2+DaAn3NSsTx4+ivv47++edoDoerWVWtivXMM1h33gk++a/VJDwncwB07uBBjm7fzl8xMcQePiwBkBBCCCGEKPMkIBKiiETbEzA0nWh7Qr6OO3D2AFM2TAHgjbA3MPRCTO3IVCAacphylnIKY+MD6McWupqUb1XM9lNR1a7L9hK5FYwOO1eBsLhKYJmYWe7hFOAdwHUNr+O6hs5r/XfuP1dYtGj/LyjTfqFfKFIcKaQ4UlxtXroXT3Z+kqe7PI2fl18OVypFzpxBf+cd9ClT0FIu3IsqXx7rySex7r8f/It59NhlSClF0unTxB4+TNzhw87HI0dcy8LHHj5McnR0sfRFAiAhhBBCCFFSJCASopR5YcULpFlprlo8Ra1NmzboxxZi2/wQWuppV7tVKxyz3STwCc3x+C09JhKxLIKJY/M+SiovhbPrlqvLPVfcwz1X3EON3x7D0DRMM41tPSZgN+2kmqnOR0cqaVYa1QOrl52pZHFx6JMmoX/wAVp8vKtZBQZiPfQQ1qOPQkj29ZdE/ph2uzPoOXLkQgB0+LDz+aFDxB09iiNDQFeUJAASQgghhBCllQREQpQi64+vZ/6/89HQeP3q14v+gvazDAidh/dfP7ualHco5hWTUbUGFckl26yKIHBXDAnGijxPvdM0DU3T0QwvKviVjqXnCyQpCf1//0N/+220mBhXs/LxwRo7FuvJJ6FSwVaru1wppUg5d85t5I/bKKDDh0mIigKliqU/EgAJIYQQQoiySgIiIfKh0EvG50ApxdPLngZgROsRtK7c2uPXaLMqgsCqMSxcFcHWRp3x2TAG35QTru1W9QGYV04B3/yNxOnVq1ee9422J3CusS9mPqfelWl2O/r06eivv4524sLXW9lsWHfeifXMM1CjRgl2sPSyTJOE48ddo31i00OfjFPA7BlGYRW18wFQcO3amEFB1GvXjvL16kkAJIQQQgghyjwJiITIh/wsGZ9bbZ7MftjzA6uPrMbP5seEHhMK0cvsRdsTcDTSePHsD9hWXxihpLxCMNu9j6o9HDKsDpadzIFQUYVmZZ5pon31lXNlsv/+czUrTUMNG4b5/PPQoEHJ9a8UsCcmZlv3J+7IEeKOHkWZOVWv8hzdZiOoZk2Ca9UipHZt1+P5z4Nr13YFQKZpsnv3bpo0aYIhS8ALIYQQQohLgAREQnhQxhFG+anNczrxNA8ueRCAhzs+TM3gmkXSv65pR/kg6XdqWRdGXMQHdMar+0yMoDp5Po8nAyEjfCjExjqfhIS4Vlsr0xwOtO++w3j1VbRdu9w2WTffjBkRAS1alFDnio9SisRTpy6u+5MhECqu4s8A3kFBzrAnQ+iT8XlgtWroEvYIIYQQQojLlAREQnhQfkYYnaeUYtyScZxMPEnzis15ttuznu+YYaJveozvExZcuK4RgKPVGxywd6OJf9EEUnkSGwvnV2o7HxSVVfHx6DNmoE+ejHbokNsmq08frIkTUe3bl1DnPM+Rmkr80aNZj/5JD4PM1NTi6YymEVitGiHpI31CatUiuE4dQjKEQL7lyhVPX4QQQgghhCiDJCASwkMy1vfJa/FlgNnbZ7Nw90K8dC9m3DgDX5uvZztW6Rxa923o+1a4mtbaqtOhz3JMvzqwe7dnr3c5OnYM/eOP0T/9FC1TyGV16YL10kuoHj1KqHMF4yr+nE3dn7gjR0jIUE+pqNl8fZ0jfurUcZ8Clv48uGZNDG/vYuuPEEIIIYQQlxoJiITwkKyKL+dWvPlw7GEe/fVRAF7o/gLtqrbzXIfMVLT2+6DVITTd2ZSMwev+XfnEuzVHAutDMdV2uWRt3YoxaRLavHloaWlum6x+/bAeeQTVu3ee6joVN8vhIP74cbdVvzIvA29PKL5C4n4VK7qFPq6RQOlt/pUqoZXCr6MQQgghhBCXCgmIhCiE3FY1y2mbpSzuXnw3calxXFXjKp7o/ITnOhYah+33q9DaXJjmZFXoyNWOxvxnC0Upy3PXutwohfb77+jvv4/+++/um7y9ncWnH364xGsM2RMS3JZ6z7z0e/yxY8Va/Dm4Vq2sR/6kt3n5+xdLX4QQQgghhBBZk4BIiDwywocSZpoY4UNdhZQLUnPovMnrJ7Pi0AoCvAKYPmA6Nt0DL0fNgjb/obU9gBanAFCmhtpYH/ONFexf/jRloQRvm1URRNsTCPUOzNd0vSJlt6PNnescMbR9u9smVb481pgxWPffD1WrFnlXlGU5iz9nVffnfPHnmJgi78d5PiEh7gWfM4z+Caldm4CqVaX4sxBCCCGEEKWcBERC5FVsLGG6AZZz1EVBaw4B7Di9g+cjnwfgravfomGFhoXvX0oU2oANaJUurFCmzoXw15/t6JhQATwRQBWTaHsChqYTbS++KU7ZOncO/dNP0T/+GO34cbdNqn59rIcewho1CtKXPy8MMy2N1NhYUs6dcz6ePUvcsWMXjf6JK+biz0HVq2c5+sdV/DkkpHj6IoQQQgghhCgyZecdoxClTFY1h/LCbtoZvWg0qWYq/Rv05+52dxe+M8nHsK3o6wqHlKVhtRiP1fw5Fh19lSsnluAonJAQlpsmYYUYQRLqHegaUVRs/vsPffJk9Bkz0DLV4rE6dcJ69FHUTTdBhvuyHA5SYmNJPXeOlPNBT/rnqefOkZL58/SP86FQWmJi8d1fOpuf38V1fzKsABZUo4YUfxZCCCGEEOIyIAGREFk4P8UJyPM0p1DvQAJ3xJDQokKO+738x8tsPrmZUL9Qpl0/rfCFdxMPYVt5LVriAQBUgi9qWSus8NIxNcucN5flERH0TA+p8vp1yqi4pplZpol95UrsH35I6i+/kKoUKUAKkAykNG5McsuWpPj5kTprFikffeQW8Njj43O5QvHzr1Qp25E/wbVq4V+xohR/FkIIIYQQQkhAJERWzk9xOv95XmzpMZGIZRFMHJt9mLHu6DreXvc2AB/3/5iqgYWsV5NwwBkOJTmLUas4P9SS9hBfekd85OXrVFDKskiNi3MbuZMxwMn4eeq5cySf3+/cOVKjo0lNSsr5Anv2OD9KCd3L6+LizxlW/gquXRsvP7+S7qYQQgghhBCiDJCASIi8ysNUqZyWtU+wJ3Dnj3diKYvhLYdza9NbC9ef+L3OcCj5KAAqsBHq68qQ4geUzeXrlVKkxsUReCoevyQ7tvgU9iT/6B7mZDVdK8MjSpX0bXiE4e2Nb/nyrhFAmUf/hNSuTUCVKlL8WQghhBBCCOERl0xAlHzmTLEt2SwuT3mZKpXTimZPL3ua/Wf3Uyu4FpP6TipcZ+L+dYZDKVEAqOBmOHoswfjgTtALd+rCUEqRlphIytmzbgGOvm0b6z/+2BXi2JYv57t//3WO3NnwDymmg5S0NFIdDlTFiozMcM5v+b7E7qcwdC8vfMuXxzckBN9y5fApVw7fkBDXY8Y23/Llnc/T233LlcPm61vStyCEEEIIIYS4jFwyAdG0Fi2wJySwtHx5/END8a9YEb/MjxUr4h8a6nxM//AJCZH6GwKAyMjIXJeszzhCKD9TpX7Z9wufbvoUgM9u+IwQ30Ks+hS7DdvKfmippwFQIS1x9FgCvpULfs4Mzo/iST5zhqToaJLPnMmyoLLbdK0MbVkFtV7Ab4sXu54bwO6tWz3S36Ki22zOACeLYMcV7mTcljng8fOT3y1CCCGEEEKIMuOSCYgAUIqUmBhSYmKI2bs3T4dohpF1mBQain9oKD7lyuETFIRPSIjzI8PnNl9feQN4iTDCh6KbJsabb0FICKHjmhBtT6DOXnueRwhl50zSGcb8NAaAhzo8RO+6+T+Hy9lN2FZdh2aPBkCVa4ejx8/gE5r9MWlpxB05QtKZM9TceJiAuBS8Y5NZuXoCSWfOcPLgQTba7SRHR5McHU3SmTNYaWkF72Mpoen6hSDHywu/6Gh8z5zBF1wfPpqGT8eO+AwahE/79viEhOBXvjw+5crh5e8vr28hhBBCCCHEZePSCogKQJkmiSdPknjyZL6P1b288AkOdgZGwcEXPjI+zyJYyvy5ppfgnCDhFBtLmG6AbkBsrGvVrIg/CldMWSnFA0seICoximYVm/Fyr5cLfC4tZj0sv47Es7EkxUOC1oQE6wGSv/yOpDNnnAHPju0kpTlISrOT1LAhyWfO4JOUxEfvvAPAjRnOt4ZVBe5LcVAapAb4ULVSddfInIwjdHzOT83KPF0r/XPvwED0jRvRJ05EX7LE/dyBgVh33YX1wANQp04J3aEQQgghhBBClB6XfUBUGFZammvURWF4nw+M0kMl78BAvAIC8A4MxDsoCO/znwcG4hUY6Hruld6W+bnh5eWhOxSFNWfHHL7f9T023cYXN36Bn9eFFaWUUqTGxpJ05owz4Emf0pV0+rTz8/Pt0dEknTpK8qljpCRmPPtu4K7sL14Klly/KNhJD3VOx8fTsGVLfMqVw/+zz/H18sbXy4aPruM95yuu3jEFn4OJJLQKLdgS91u2YLz0EvqPP7o1qxo1sMaNw7r7bihXzjM3KYQQQgghhLhkff7550yfPp0jR44A0LRpU5588kn69OkDQEpKCs8//zzff/89drudsLAw3nnnHSpXvlAC5MiRIzz++OOsXr2agIAAhg4dSkREBDZb6YpkSldvCuGeLVvY+c8/VAkKIjUmxlU7JbvHtNyWsy5G9vh47PHxeOrtvOHtnXWYlDlYyvgREODW7pUhlPIODMTw8ZHpNrlwpKZeCHaiozlyeBczfhxPrzjoVa4dB7e8xc70KVznAyHL4SjpbufI8PFxTrmsUCHr4sqZCy1nqMfjHRSUpxW2jJ9+do7cArBMzDp12FDnTSIiIpiY33Bo506Ml19G/+47t2ZVuzbms8+ibr8dvL3zd04hhBBCCCHEZat69epERETQoEEDlFJ8/fXXDB8+nJUrV9KsWTOeffZZfv31V7744guCg4N56qmnGDFiBEuXLgXANE3Cw8OpUqUKS5cuJSoqirFjx+Ll5cWLL75Ywnfn7pIJiAKqViWkUSPqNGmCkYc3pWlJSa56K26jN86P2DhzhuSYGOxxcc4CvOmPZmpqMdxN4Zh2O8kxMSTHxHjsnJphZBseZXx+/nObjw/oOlpOH5qW8/ZsPsjr8enbc+2HrmNLTUXTDTQNNMvCiolBWRZaTAxH161z/znJMLLHa9MmpsybR9Lp09izGLET5vpsPbtY77HvR0FohkFisA8pwX4kB/sS1rAjfqGhJAE1GzcmsFIlZwH3SpVcxdzLTB2ePXswXn0Vbe5ctAzL3Kvq1bHGj8caPRp8fEqwg0IIIYQQQoiyqH///m7PX3jhBaZPn86GDRuoXr06s2fP5tNPP6VHjx4AfPTRR3Tq1In169fToUMHli9fzu7du1m4cCGVK1emVatWPPvss0yYMIHx48fjXYr+gH3JBERm+spJZh6Xutd9fAioXp2A6tXzdR1HaqozNMr4ERuLPT6e1NhY1/PUDM/tGfZLjY/HHheX7/sraco0nf2PjS3prhSPqlUB8AZmTpuW7W46cK5YOnQx3/Ll8QsNvWiVvtWbNnHj0KHOkCc0lM+//pqnJkzAJySEuivHo2s6lrL4sPdbmKbJvn37aNiwYZbBqmVZRX4fhgJID3XUhdewUirX17P2338Yr72GMWcOWoZ9VZUqOJ54AvPuu+H8cvF5/N0gRF7k998cIYSTvHaEKBh57QiRf9m9blT6H5Tj4uLc/hju4+ODTy5/VDZNk4ULF5KUlESHDh3YsmULaWlpbqtdN27cmJo1a7oCovXr19O8eXO3KWdXX301jz/+OLt27aJ169aFvVWPuWQCogMHDgCwb9++4ruov7/zo2pVvHAu5R2Yh8OUZeFITCQtIcH5GB9/4fOEBMzkZBxJSTiSkjCTknBkeO5qy9BulYFRTSJnhq8v3uXL412uHD7ly+MfCJWNvwgIMPEPBq1yC2IbPIhXhUr4lC+PV3AwejbzVRu3aYNPmzaYQAKQGhjIoVOn4NQpHA4HhqZjKovdu3e7jinW103m/vr5YSQkEBkcRA9LsSe9X3a73a2PGXlFRVHl00+p8MMPaBmm6TnKlePUHXcQHR6O5ecHhw4Vyz2Iy1dJvnaEKMvktSNEwchrR4j8y/y60TSNOnXq0LJlSxISElztTz/9NOPHj8/yHDt27ODaa68lJSWFgIAAZs2aRdOmTdm2bRve3t6EhIS47V+5cmVOpi+EderUKbdwCKBSpUoArn1Ki0smIKpfvz779+/PdiTEpcxyOEhLTMSekIA9PWRyPWbVFh+PPX3/tBweRcEoICVAo2K1OpSvUsM5kifDtK2Mo33Of+7l7+86Xovbhfeqq9Hs6Yl39RtJ6zgb9LwVH2/SpInbc29vb1eb7bgNXdPRlEWTJk1yHUFULL6bjwWsmDiRnhERnO99xn67nDiB7a23MKZPR7PbXc2qXDkcjzyCef/9VAgKokKxdV5crkrFa0eIMkheO0IUjLx2hMi/7F43Sinsdjvbt2+/aARRdho1asSqVauIi4vjhx9+4P7772fx4sVF2v+ScMkEROe/4YZhXHa/NA3DwMvHB/8KnntbrCyLtKQkZ8CUkOAKmM4/d2vPHEglJGCmpaEsy+0DpS5qy+4Dy0Lltr9Szv3ycr5C8PL3x79SJedUrvSg5/zzI9HRtOvaFUICuPuPh9iWup/gipX5efgSWlZumf+LJR3BtmYAmt1ZP8qq3Bvrqq8wjILXz9E0ze01cf5XYMa20vC66d27t3s/M/b71Cn0d95BnzoVLSXFtY8KCsJ66CGshx+GcuW4vF75ojQoDa8dIcoiee0IUTDy2hEi/zK/bs5PMQsODs5zvVVvb2/q168PQNu2bdm0aRNTp07l1ltvxW63Exsb6zaK6NSpU1SpUgVwjib6559/3M53+vRpANc+pcUlExAJz9J03VV4+lKQW9ik3zGaVaZJ94QEVHAQjqlTQSnenjyZZ197Ldfz3/fzffxl20+1ctX4bfhvNA5tnP9OpkZjW3UdWvJRZ5/LtcPsMh8KEQ6VJb1793Z7fk2HDmhff42+cCHakiVoycmubSogwLlc/WOPgQeDUSGEEEIIIYTIjWVZ2O122rRpg5eXFytXruTGG28EYO/evRw9epQOHToA0KFDB959911Onz7tmloWGRlJUFDQxTMmSpgEROKyoGkammFAdn9xWfA9f0REcM3ETMuqe+U+rWvh7oVM3zwdDY2ZN80sWDjkSMBYfRNavLPmjgpsiKP7j+AVnP9zZZKxYFqpd+oU2uLF6AsX0nvZMrS0NLfNytcXa+xYrMcfh0zzeIUQQgghhBDC0yZOnMg111xDrVq1iI+P59tvv2X16tV89913hISEcPvtt/Pcc89Rvnx5goKCeOqpp+jQoYMrIAoLC6NJkybcd999TJgwgVOnTvHqq69y991351oUu7hJQCREIRyPP87Yn8cC8NhVj9GzTs/8n8SyY6wdih7zNwDKtxqOHj+Br2cCkMwjc0qdI0fQf/gBbeFCtNWr0bKYEqgqVcIaOhTriSegWrUS6KQQQgghhBDicnTmzBnGjh3LyZMnCQ4OpkWLFnz33Xeu91mvvfYauq4zcuRI7HY7YWFhvPPOO67jDcNg7ty5PP7441x77bX4+/tz22238eyzz5bULWVLAiJxyYqMjCzScMRSFvcsvofo5GjaVmnLxJ4Tcz8oM2Vh/H0X+slfnU+9yuHosRgC6nm4t06h3oEE7oghoUUJT8vas8c5dWzhQvQNG7LcRdWqhXXzzaibb0Z16ZL96C8hhBBCCCGEKCKTJ0/Ocbuvry/vvPOOWyiUWe3atZk/f76nu+Zxekl3QIiismLFCrfnkZGRHj3/lA1T+O3gb/jafPnypi/xNrzzdwKl0Dc/gX5knvOp7ovZbQGEtPJoPzPa0mMi10RVYEuPAoRZhZWWhjZvHkb37ni1bInx/PMXhUOqUSPMp57CsW4djn37sN59F9W9u4RDQgghhBBCCFHEZASRuGysWLHCYyOKtp/azjPLnwHgzbA3aVaxWb7Poe96E2PfRwAozcDsPAdVsatH+leqREejf/aZcwWyY8cu2qzatMG6+Wasm2+G5s0hjysJCCGEEEIIIYTwHAmIxCWpzaoIAqvGsHBVRKFGy2RV4DnVkcqoRaNINVPp36A/9115X77Pqx34HGP7i67nZvtpqOo3FLifpdKOHRgffYT21VduS9MDqFatsG6/HeummyB9uUghhBBCCCGEECVHAiJRZuVUYyjansC5xr6Y9gQAjPChhJkmRvhQzHlz83yNrM7/4soX2XZqG5X8K/HJ9Z+g5XPEi3Z0AcY/41zPzdavo+qOzNc5CqNIVzWzLLRffkH/6CP0ZcvcNilNQ91wA9ZDD6F69JCRQkIIIYQQQghRikgNIlFm5avGUGwsYUnJEBtbqGsuP7ic9/96H4Bp10+jSmCVfB2vnVqB8dcINJwrdZmNH8Nq8nih+pRfRVK4Oz4e/eOPsbVsie2WW9zCIRUUhPnQQzj+/Rfzu+9QPXtKOCSEEEIIIYQQpYyMIBKXDE/WGMpKTHIMdy2+C4B72t3DDY3yOSXs7CaMNQPRLDsAVp0RWK1f83Q3i9fBg+hTpqDPmIEWF+e2STVogDVuHNbIkRAcXEIdFEIIIYQQQgiRF5fMCCJj1iz05OSS7oYoJUK9AzGVRah3YLb75GdVM6UU434Zx7H4YzSq0Ii3rn4rX/3RYv7B9scNaI54AKxq12G2nwpaGXwJKoW2ahXGoEHYmjXD+OADt3DICgvD8f33OLZvx3rgAQmHhBBCCCGEEKIMuGRGEHk98QQNatWCH3+EWrVKujuihOVWmLrNqggCd8WQYKxw7ZtTbZ5Z22bx3a7vsOk2Zt40kwDvgDz3RYv6FWNtOJqZCIAV2gXzqjmge+X5HKWFtmwZxjPPoG3e7NaufH1Rw4ZhjhsHrVqVTOeEEEIIIYQQQhRYGRy+kD3/nTvx6dEDtm4t6a6UKvkZKVNWtFkVwe9VY2izKiJvB4SEsNzfD0JCAGcR66ONfYlOL2IN2dfm2Rezj0d+fQSAF7u/yJXVrsxzP7X/ZmGsvvlCOFSxO2a3hWDzz/M5SoUjRzCGDsXWv79bOKSqV8d86SUcBw5gTp0q4ZAQQgghhBBClFGXTECkatYEQDt2DFuvXmhLlpRwj0qPzMWcLwVZBTw5MefNZXmL5q4VzEK9A6m5JyXHKWgAaWYadyy6gwR7At1rdefJzk/mrYNKoe96C9v6u9CUAwCrxi2YPX4C73J5O0dpkJqK/uab2Fq1Qv/+e1ezatcOx8yZOPbuxRo/HipWLMFOCiGEEEIIIYQorEsmIEr9+WeSWrQAQEtIwLj5ZvSpU0u4VyI7nh7VZIQPJWzHTozwoXnaf0uPiVwTVSHXqWivrH6Fv4//TTnfcsy4cQaGbuR+cmWib34MY9vzriazwVjMznPA8M1T/0oDbelSbO3aYbzwAlpSEgCqUiUcn36KY9061NCh4FX2pskJIYQQQgghhLjYJRMQUaUK+z77DPOmmwDQLAvjoYfQn3wSTLOEOycyB0IeH9XkoWXsM1p9eDVvrn0TgI/7fUztkNq5H2SmYPw5HGPfxxeaWr6M1W4SaHkIl0qD//5zFqAeMABt3z4AlK5jjhuHY8cO1KhRoF86vzqEEEIIIYQQQlxKARGg/PxImzMH87HHXG3GBx9gDB4MiYkl2DORMRDK72gfT8mpCHVm51LOcceiO7CUxYhWIxjcfHDuB9nPYfxxA/pR51QspRk4OnyG1exp0LQC9roYKYX+8cfYWrdGX7TI1Wx17Yrjr7+w3n8fypUruf4JIYQQQgghhCgyl1RABICuY73xBo7//Q9lOEds6IsXYwsLg+PHS7hzpUOJF60ugtE+eZFdEerMlFI8sOQBDscdpn65+kzqOyn3g5KPYYvsjX56lfMcRgBmt4WouiML0eNilJSEMXo0xqOPoqWkAKCqVsUxYwbm8uXQpk0Jd1AIIYQQQgghRFG69AKidOquuzB//BEVHAyAtmkTtm7dYMuWEu5Z8cpqta/iKFpd1CFUXotM5yS7EUVfbf+Kb3Z+g6EZzLxpJkE+QTmfKG4ntmU90OJ2AKB8KmH2+g1V9doC9604eR07hndYGPqcOa4284EHcGzfjho+vGyMfhJCCCGEEEIIUSiXbEAEoK65BsfKlag6dQDQjh7F1rv3ZbXCWX5X+/KUog6htvSYyCtNb821yHROshpRdODsAR5e+jAAL3R/gY41OuZ4Du3MWmzLe6MlHwFABdTHEbYSVaF9gftVnPRly2g8bBh6enCqAgJwfP011nvvQXq4KoQQQgghhBDi0ndJB0QAtGiB448/sNo737DLCmdFL/OopaxGMXlCXqeM5ZXDcjBq0Sji7fF0rdmVp7s8neP+2rEfMFb2Q0s7C4Aq1w5H2EoIbOjRfhUJpdDfeQevG2/Elj7VTzVsiGP1atTAgSXcOSGEEEIIIYQQxe3SD4gAqlbF/P13rFtuATKscPbEE7LCWRHIPGqpWEYxhYSAZTofC+jV1a/y17G/CPEJ4Yubvsh+Sfv4PRh/34WxNhzNctbrsar0wdHrd/CtUuDrF5uEBIzhwzGefRbNsgAw+/fHsXYttGhRwp0TQgghhBBCCFESLo+ACMDfH/PrrzEff9zVZHz4Ica118KxYyXYseJVUiuIFTVz3lzMJb9gzpub72MtZTF3x1xeX/M6AB/1+4g6IXUu3jFuJ8afI7AtaY1+aBYaznDFqj0Ms9sC8MqlVlFpsG8ftu7d0b/91tUUde+9pH37raxQJoQQQgghhBCXscsnIALnCmevv+6+wtmqVdg6dED75ZcS7pznZCwQfVEx5xJaQaw0clgOvt7xNVd8egUjfxiJpSyGtxxOeItw9x3PbcVYdxu2pe3Qj8xzBUPKqzxm69cxO04H3bsE7iB/tF9+wdalC9qO9GLaQUHY58/n5P33g355/SoQQgghhBBCCOHusnxXqO66C/P331E1awKgnTmD7aab0MePB7u9hHtXOEb4UPSPp7hGCG3pMZFroioUqphzfnlihbGicjb5LEv3L2Xiqom0ntaaUT+MYueZnQT7BDO+y3im9J+SYeeNGGsG4vVbe/Sj36GhAFDeFTFbvYLj+r1YTR4HrZS/jCwL/bXXMG6+Ge3cOQBUkyY41q7FuuGGku2bEEIIIYQQQohSwVbSHSgpqmtXHOvXY9x1F/rPPwNgvPce2h9/YM6eDfXqlXAPCyg2ljDdcNbjyaPIyEiPFnze0mMiEcsimDi2+EKpnJxNPst7f73Hgl0L2BOzx21bqF8oD3Z4kPvb308533IAaNF/oe98DT3KfVSZ8qmC1eQxrAb3gi2guLpfOHFxGHfeib5okavJuukmzM8/d65SJjW4hBBCCCGEEEJwGQdEAISGYi5YgJo8Gf2ZZ9DS0tDXr0fr2BFz2jTUrbeWdA89olevXheehISw3DQJMy4UYF6xYoXHVwTLKNQ7kMAdMSS0qFBk18hKoj2Ryesn8+6f7xKbemFKXcMKDelUvRNda3VlaIuhBKaPdNLOrEHf+Sr6yd/dzqN8q2M1fQKr/l1g+BXrPRTKrl3YBg9G270bAKVpWBMnYj31lEwpE0IIIYQQQgjh5vIOiAA0Deuhh1Bdu2IMH4524ABabCy2oUMxx4zBevtt8PUt6V4WSsbwx5w3l+UREfScWHyje0piRNGXW77k+RXPczLxJAAtK7Xkma7P0Ltubyr6V7ywo1Jop1Y4g6HTK93OofxrYzV9EqvuKDDK1s+AtmgRxujRaPHxAKhy5TBnzkT161fCPRNCCCGEEEIIURrJMIJ06sorcfz1F9bgwa42Y9o0bN26QfoIDJG9jIWxIdOopSyeFxWlFM+veJ57frqHk4knqV+uPl/c+AUb7t7A4OaDL4RDSqFF/YYR2Rvbyr5u4ZAKqI+j/TQc/XdiNRhTtsIhy0KfMAHboEEXwqGWLXGsWyfhkBBCCCGEEEKIbElAlFFICObs2c5VztJHDWlbt2K76iq02bNLuHOl24oVK9yeZ56yVpRT2M4zLZMHlzzIW2vfAuDF7i+ydcxWhrUchp6hkLQW/TdGZC9sf1yPHr3W1a4CG+Ho8DmOfttR9UaXiZXJ3Jw7h3HLLRivveZqsgYPxvHHH9CgQQl2TAghhBBCCCFEaScBUWaahrrrLhxr1qCaNnU2JSZiu/NOjLvugoSEEu5gycg8Qqi0sZt2Ri0axSebPkFD43/9/8fz3Z/H28gQ8iQdxvhrJLbl3dCj17maVXAzHJ1m4ui3FVV3BOhlcObl9u3YunRB/8VZWFvpOuYbbzgLrgeUkYLaQgghhBBCCCFKjARE2WnVCse6dVh33OFq0mfNwta5M2zdWnL9KiGZRwiVJuuPr+fGeTfyzc5v8NK9mH3zbO5qd9eFHdLi0be9gO2XluiH57qaVVBTHJ2/xtF3E6r2UNCMLM5e+mnffoute3e0ffsAUKGhmD/9hPXYY6BpJdw7IYQQQgghhBBlQRkcKlGMAgIwP/kEq1cvjAceQEtIQNu9G1vXrljvvot1zz1l8g24J+oBRUZG5nna2NZTW9lycgtnk88SkxxDbIPdVHL48OiRmhR0TbBURyrz/53PlA1T2HBiAwB+Nj++GfgN1za41rmTMtEOfomxPQIt9aTrWOUditUiAqv+3WVztNB5pon+/PMY777ralJt2+L45huoW7fk+iWEEEIIIYQQoswpw++Oi48aNgxH+/bYhg9H27IFLTXVGRhFRmJOnQohISXav/yENVD4ekBG+FB008SYOg1z3tws90mwJzB/53w+3fSpK8BxqeF8WBh6ku/jjlIzuGa+rr/y0EpGLBxBVGIUAN6GN0OaD+GxTo/RsnJLALSTyzC2PIkWu911nNK8sBo9iNVsPHiXy9c1S53oaIwRI9B//93VZA0fjjllCvgVNHYTQgghhBBCCHG5koAorxo3xvHHH+jjx2NMmQKA/t13aBs3Yn71Fap9+xLr2ooVK4qlCLRLbCxhugGWCYA2/1tqHDqENv9b4m68lomrJjJjywzi7c5VtLx0L7rV6kalgEpU8K1AuYW/ML3qCTYHJtDti24sGLKAdlXb5enSMzbPYNyScTgsBzWDanLvFfdyZ9s7qRxQ2blD3C6MrePRT/zsdpxV4xbM1q9B4CVQrHnzZmxDhqD99x8AyjCw3nkH6/77y+SINiGEEEIIIYQQJU8Covzw9cWaNAnVsyfGmDFo586hHTyI0bMn1quvYj388EVv0PM7uqcsUoMHcWz7NtZ2rsHozztw4NwBABqWb8hd7e5iRKsRFwIcwJjUn7tP1uLG5pvYyXF6z+rNrJtmMaDxgGyvYVomzyx/hkl/TwJgcLPBfHbDZ/h5pY+WSY1G3/ky+v5paMp0HWeVvxKrzduoSt08f+MlQJszB2PsWLTkZABU5cqYc+agevQo4Z4JIYQQQgghhCjLpEh1AahbbsHx999YnToBoKWlYTz1FMYtt8CZM277FnVx5zarIvi9agxtVkUU6XVyYjftHKx/kN6zenPg3AFqB9fmhyE/sP2+7Tx+1eNu4dB59VL9Wb25PdfUu4aktCQGfjuQAXMHsGjPIhyWw+3ca46sYeC3A13h0AvdX2D2zbOd4ZDlQN/7MbZfmmHsm+IKh5RfDRwdp2NeveaSCYf0117DdscdrnDI6tABx59/SjgkhBBCCCGEEKLQJCAqqLp1MZcvx3z8cVeT/vPP2Dp0QFu9Gsg6vPH0cvHR9gSONvYl2p7g0fOeZ4QPxejXn7AdOzHCh7ptUyh+PfArXWZ0Ye6xuVjK4vZWt/PP3f/Qv2F/dC2bH6+QEJb7+xESGMoPQ35g7JVjAVh6YCmDvh1Eo48b8divj3H919dT+b3K9J7Vm5/3/YyvzZfZN8/mhe4voGka2uk/sP3eEWPzo2hp55x9MvwxW0Tg6LcDVed2yK4PZYlS6C+9hDFhgqvJGj0ac9kyqJm/+k1CCCGEEEIIIURWZIpZYXh5Yb3+OqpXL4w770Q7fRrt2DGMa67BevFFzl4Zx7nGvpgZwptirxdUWLGxoBuEJSW7ag4pFL+Xi2ZirX2sm3sDABX8KvBxv48Z2Gxgrqc0583FiozE7N0bL+CDaz/AWmsR2DOQmVtnciz+GB9t+Mi1fyX/SvSs05Netl4MaT4Eko9hbH3Gbcl6AKvOCMxWL4Nfdc/df0lTCn3CBIzXX3c1mW+8gfXoo1JvSAghhBBCCCGEx0hA5AHq2mtxrF+PMWoU+sqVaJaFMWEC37SpyYNP9eNE+TK8qlRICMTGsjwwkN6GzvKDy3m5zT+sCYkFwNfmy5grxvDEVU9QJbBKnk+bMSQzwocyyDQJ22Uw4asDLNy9kJWHVtK8UnN61elFi0otaPvHBI7t2EzyL9fyePLfaGai63hVrh3mFR+gQq/y3H2XBko5l7F/+21Xk/nuu1gPPliCnRJCCCGEEEIIcSmSgMhTqlfHXLIE9frr6K+8gmZZdN9ylN/GfcW4J/rCNcXUj5AQlpsmYYbhkdOdX8Z+xoQ7eKnBEf74uh+EgI+lM+Z4DR5/azXVAqsV7iIZVkXzsfkQ3iKc8BbhF7ZbDlon7uCVyn/QMOGsq1l5V8Bs9Qqq3mjQPHO/pYZS6M88g/Hee64mc9Ik50plQgghhBBCCCGEh0lA5EmGgfX886gePTBGjkQ7fpxK55L55vkfMGOfw8pQQ6aoZJy+5Qn7YvYx9uexrPReCUfA2/DmnsOVefpYfWqkeGEWNhxSJvinQqAd/JPQ93wIyUfRko5A8jG0pKOQcoK5GVYmU2hYDe7FajEBfEILd/3SSCn0p5/GmDTJ1WROnow1ZkzJ9UkIIYQQQgghxCVNAqIioHr0cE45u+su9CVLADDefhtt9WpC2rXz6LVCvQMJ3BFDQosKrrb81DgywocSZpoY4UNdo4XO23l6J/3m9CMqMQpDGdxz5T081eUp6gy5B3QDMLM+aWZJR9DO/uMMe5KOoiUfgaRjaMlHIfk42m0XVi1jyxM5nupvoxrtei+E8p79OpYaSqE/8QTG5MmuJseUKai77y7BTgkhhBBCCCGEuNRJQJRPkZGReQtgKlXCXLiQJdddR/9Vq9AcDvR163hw0ya0sDDUjTd6pD9bekwkYlkEE8dOLNgJMkzvymjzyc1cN+c6ziSfoVXlVnQ/0p1J/Sbl79yp0eg7X0HfP9W1/Hx+ndH9qRDSlCUJ5/jJuxHfejXi6KUcDj36KMaUKc6nmoY5dSpq9OgS7pgQQgghhBBCiEvdJbAGePFasWJF3nfWdVZ36oS5YgWqbl0A/FNSsA0ahP7445Ca6pE+9erVK8/7xqXGcfDcQZRS2e6z/vh6+n7VlzPJZ7iy2pX8Nvw3QgjJe4esNPS9k7H90hxj38fZhkPKOxRVrg3qUEXUv7Ww1jfA0XEGNwfeylUhd1Cv/DhahNyFec2fjA68ngU+TS/dlbssC/2hh9zDoU8/lXBICCGEEEIIIUSxkBFExUB17Ijj778xxoxBX7AAAGPyZPTVq3F89RU0bFio8+d1Stm+mH1cO+dajsQdoW5IXfrW70v/CqdpmxzCIa9E9mz5gj0xe5j2zzTi7fF0rtmZRUMWEeKbKRzKrhC2UmhRv2BseQotfs+FZsMfq8F9qJDm4F8L5VcT/GuC4VzdzXi3v3PKmmWi6gxn3d6NGFp6dqmsAn9dygzLQn/gAYzPPgPSw6HPPkONGFHCHRNCCCGEEEIIcbmQgCiP2qyKINqeQJ2qdhauimBLD+eUrjxPOStXDnPuXH4cMIAbV65ES01F27QJW6dOmFOmoMLDszwsq/Pn+ZoZ7Inew7VzruVY/DEA/ov9j082fcInLTPs9NO9rk971u7JgiELCPQOBNxHKWVZCDt2B8aWp9BP/uZ2XavOCMxWL4FfjXz197JhWRhjx6LPmAGA0nXM6dNRw4aVcMeEEEIIIYQQQlxOZIpZHkXbEzA0naONfYm2J7ja8zXlTNP468orcfzxB6pRI2dTfDy2ESMw7rsPkpIuOiSr8+frmsCuM7vo81UfjsUfo3nF5uwau4sFgxcw9sqx1E/2Q1NQL9mXPvX6UL7aFdTx705UjQ6ucAguHqXkem6PQd/4MLbf2ruFQ1ZoFxxXr8Xs+LmEQ9kxTYx7770QDhkG5pdfSjgkhBBCCCGEEKLYyQiiktC2LY6//sJ48EH0r74CQJ8+He3PP3HMmQPNm3vsUjtO76DfnH6cTDxJy0otWTpsKZUCKlG/fH2ub3Q9xvt7MHUdw7IwX/6Jmr8/jr22TrKZS30kZaEd/AJj23No9ugLzf51MFu/hqo56NKtF+QJSjmnHM6c6XxqGJizZqEGDSrhjgkhhBBCCCGEuBzJCKKSEhiIOWMGjs8+Q/n7A6Dt3Imtc2e0L76AbIpIt1kVwe9VY2izKiLXS2w7tY2+X/XlZOJJ2lRpw6/Df6VSQCX3nUJCWOnvDyH5KEJ9diPG8h7Y/rnPFQ4pIwCz5UQc/baiag2WcCgX+sSJF8Ihmw3zq68kHBJCCCGEEEIIUWIkICpiGWv3GOFDCduxEyN8qKtNjRyJY906VEtnMSAtORnbvfdijBoF8fEXnS/annDRNLesbDm5hb5f9eV00mnaVW3H0mFLqehf8aL9zHlzWd6iOea8ubnfjD0GfeOD2H7vjB7zt6vZqjUER//tWM2ecRWe9rRQ70Bq7kkhNMO0t7JKmzkT47XXgPSC1LNmoW69tYR7JYQQQgghhBDiciYBURFzq90TG0tYUjLExrrv1KwZjjVrMO+9UCRanzsXW6dOVI+Kyvc1N0Vt4to51xKdHE37au1ZctsSKvhVKOgtpE8nm4Htl5YY+6eh4RzdpIKa4uj5K+ZVs4u8ztCWHhO5JqqCqzh4WaUtX+6sN5XOevtt1MCBJdgjIYQQQgghhBBCahCVHn5+WB99hOrVC+O++9Di4tD27eO+gwfRWrfGuv/+PE3b2nB8A9fNvY5zKefoVKMTi8MXX7xMfX7E/Yux/l70mL9cTcoIwGrxAlajB0D3Lvi5Lzc7dmCEh6M5HACY99+P9eCDJdwpIYQQQgghmD0TiAABAABJREFUhBBCAqLiFRLCctMkzDCy3UUNGoTjiiswhg9H/+cfbKYJjz6KtmwZ5qefuu1rN+1M3zydTVGb2Bezj/1n93M84TgAnWt25sfwHwn2Cc61WxmnwblJOoxtRV+01JOuJqvWYMzWb4J/zdzvN6/y8HUp86KisN10E1r66DHr+uux3n1XajUJIYQQQgghhCgVZIpZBpGRkUV6fnPeXKxx9+de76d+fcyVKzEfecTVpC9ejK1DB67adgwAKy2ZfnP68dDSh5ixZQZ/HPnDFQ71rd+XxeGL8xQOwcVL2AMEKDu21Te7wiEV1BhHjyWYV33l2XCIvNdByjbIKu0SEzFuvhnt8GEAVLt2mLNmwaUciAkhhBBCCCHEJeC9994jLCyMWrVq0ahRI4YPH87evXvd9jl58iRjxoyhSZMm1KhRg549e7Jo0SK3fc6ePcs999xD7dq1qVOnDg8++CAJCTnXFi5uEhBlsGLFimy3hXoHYiqr0IWSswpjMnKFVN7eWG+9xZeDB6MqOotLa0eP8v0zC3hu0u/Eb5/P6iOrCfYJ5pmuz/DFjV+wetRqoh6NYvHQxQT5BBWof6HegdTek8T0pN/RYrcDoAIa4Oi9AlUlrEDn9JTcvnalkmlijBiBvnEjAKpWLRwLF0Jg2S+2LYQQQgghhBCXurVr13L33Xfz66+/8v3335OWlsatt95KYmKia5+xY8eyb98+5syZw5o1axgwYACjR49m69atrn3uuecedu3axffff8/cuXNZu3Ytj2QYFFIayBSzPDpfHDnijwgmji26QskrVqxwBSFG+FBqmCaqSVNgN9qZ0xiWYtzSHbTYBc+Nrs2UkYtoXqm5x66/pcdE/t7Rha72/QAor3I4ui8En4tXQBO50598En3xYgBUcDCOH36AatVKuFdCCCGEEEIIIfLi22+/dXs+ZcoUGjVqxObNm+natSsAf//9N++88w5XXnklAE888QRTpkxh8+bNtG7dmt27d7Ns2TKWL19Ou3btAHjzzTcZMmQIL7/8MtVKyXvESyYgMk3T7bEglFK5Hp95n7wcU9A+GOdiCTN0kgK8+bFXJdJUOYZ/vxdDQa9DsOrDeMxW+zGva+Kx6xsHPqFrxQ3Ovmg20jp9jeXfEDx4j1m56OuaYZsnv77FyfjoI4yPPgJA2Wykff01VrNmRf61zA9PvG6EuBzJa0eIgpHXjhAFI68dIfIvu9eNUs53m3FxcWgZasL6+Pjg4+OT63nj4uIAKF++vKutY8eOLFiwgGuvvZaQkBAWLFhAamoq3bp1A2D9+vWEhIS4wiFwllDRdZ1//vmHG274P3v3HR1F9fdx/L27KYQk9N5BQpAqHUGpgjSpgiCCooiKAoL0KgICivATBESwgoAKqKAISG/Sewu9SQstEEhIsjvPH5F9CCQku9lN/bzOyUlmZ+beO7tzZ2e+uaWZk0fpWmkmQHTy5EkAjh8/7nQaERERBAUFObTNw8t79+6lfPnyiS6D1bByOVMw8/Je4dccwYR6RJ/UX2WCXxZ6kvdWJJbrN7C0aUPwyy9z8f33MbwSN6OYf+hmip7pY18+n3cw12/khRuPf09c4cH3MSoqCospuvej1bDF+5mkRFmWL6fQwIH25fNDh3I9f35IoceSmHojkp6p7og4R3VHxDmqOyKOe7jemEwmChcuTJkyZWKMATRgwAAGPvAMFxubzcagQYOoVq0apUr9f0+eb7/9ltdff51ixYrh4eGBj48Ps2fPplixYkD0GEU5c+aMkZaHhwdZs2bl8uXLpBRpJkBUrFgxTpw4QfHixbE4Ofivl5cXgYGPb43z8DYPL8+fP5927do5lT/ADe8bfHfhO3469BMXK1y0v14kLAPt671Ph64dmJnpG4acPIllyRIAcs6dS/ZDh4icPRujeHGn8jXdOoTX2oGYiA5ERQW8T86yg8gZz36u8uD76HHBA/N/ASKTYYv3M0lpzEuX4jlkCKb/ItNRAwaQc8CAJHsvHWG1Wjl+/Hii6o1IeqS6I+Ic1R0R56juiDgurnpjGAYREREcOHDgkRZE8enbty+HDx/mr7/+ivH6mDFjCAkJ4bfffiNbtmwsXbqULl26sHTpUkqXLu26g3KzNBMguv+BWywWpy+aJpMp3n0f3ubBZdMvCyhw9iwei37FaPuiQ3lbbVbyfFOVEO/9sC36taxRntS8kZ/+/2anhqkQtlEfATA/Y0ZsCxbAl19i7t8f0717mPfswevpp7FOmYLRsaNDeRN+BY/NbTBFRTeVu+L1NFnLj8ViSrovn0fe1wfWpaYvQdPatVhefhlTVBQAtjfewPjoIywpfDr7xNQbkfRMdUfEOao7Is5R3RFx3MP15n4Xs0yZMsUIEMWnX79+LF++nKVLl5I/f37766dOnWLmzJls3ryZJ598EoCyZcvyzz//MGvWLCZNmkTu3LkJDg6OkV5UVBQ3btwgd+7ciTk8l9IsZi5ktH2RfwsXdjg4ZDNsvPnnm4Rc2Q+Y8M76BL+0+YWzg6/To/kMqv/8D7affoq5k8mE7Z13iNq4EaNEieiXQkPx6NIFy+uvQ0Kny7OGY9n8Iqa7p6OPIctTZG26FJIwOAQxp7DP7uVHgaPhWA1bomaMS2qmrVuxtGqF6d49AGzt2mH94gtI4cEhERERERERiZ1hGPTr148///yTxYsXU7hw4Rjr7969C4DZHDO8YrFY7MGoKlWqEBISwp49e+zr169fj81msw9snRIoQJTMbIaN7n91Z87+OYCJLAFNyBzQhBaBLfD28I51avcHgymUL0/U1q3YXn3V/pJ5zhw8qlWD3bsfn7lhYNnRDfO1LdGLGfIR9cyv4OHrgiNzzIPHubfWSJ67lI3zz31mnz0uxdu3D8sLL2D6b6pDW9OmWL/9FvQfHhERERERkVSrb9++/Pzzz8ycORM/Pz8uX77M5cuXCQsLA6BEiRIUK1aM3r17s3PnTk6dOsUXX3zBmjVraNKkCQCBgYHUr1+fXr16sXPnTrZs2UL//v1p3bp1ipnBDBQgsiu/fgQr81yn/PoRSZanYRi8v/x9vtnzDWaTmfyBzQm4WiDeVjOPBI18fbHOnEnU999j+PsDYDp2DI9nn8U8dSoYRiypgPnwGMxn50eXxZIxOjjkkz/WbeUxjh7Fo2lTTDdvAmCrWxfrvHng6Zm85RIREREREZFE+eabb7h16xbNmjWjZMmS9p9ff/0VAE9PT37++Wdy5MhBhw4deOaZZ5g/fz7Tpk2jYcOG9nRmzpxJQEAALVu2pF27dlSvXp3//e9/yXRUsUszYxAl1rWIUG6WyIA1IoFds4gOKvnluc5v60c43NLlRtgN+q3qxw/7fsCEia9f+JqOZToyYsQIRr7jXKsZo0MHoqpUwfLKK5h37cIUEYGld29Mq1ZhnTEDHhg13XT2JywHo8c0MjBhrfY9ZK0QV9ISl7Nn8WjcGNN/I8/bqlbFunAhZMiQzAUTERERERGRxLpx40a82zzxxBP88MMPj90ma9aszJo1y1XFcgu1IPrP/XFvHmy9s2bNGpfnYzNs/LDvB8rMKMMP+6JPoBlNZ9CxjIMDS8eleHGs69dj7d3b/pL5jz/wqFAB03+znpmubcGyvev/l6nsGIz8LVyTf3py6RIejRphOncOAKNsWayLF4Nf6hk3SURERERERAQUILK7P+7N/ZZAlpfaY546DctL7RO8T3z2X9lP3dl16fpHV4LvBlMye0k6RHTgtfKvueIQ/p+XF7bx44n6/XeM/1oNma5cwaNNGyyvv4xlZStMtv8GUi7yGrbAD1ybf3pw5QoeTZpgOn4cAKN4caKWLoVs2ZK5YCIiIiIiIiKOU4AoLiEh1LsbBiEhLkkuNCKUhj825J/z/+Dr6cvYemPZ0XUHRYwiMbaLMQB1IhmNGxO1axe2pk3tr5nnLMDU5xocAVvOOlgraZYtR5k2bMCjalVMBw4AYBQqRNSyZZCCpicUERERERERcYQCREnkp4M/cS3sGkWzFGX/W/v5oPoH+LzcmXoHD8VopRTbrGWJkjs31kWLiPpyOobPfzNqBYMxGoylpSAy9gGsJRY2G+Zx47A0aIDpwgUAjLx5ifrrLyhUKJkLJyIiIiIiIuI8BYiSyMzdMwF4q+JbFMhUIPpFF7dSipPJhOmpfZg+tkLgfy8ZYPnfNDyqV4e9e92bf1pw5QqWF17AMnw4JpsNiJ6tLGrrVggISObCiYiIiIiIiCROug4QuWMQ6ti6iO28uJNdl3bhZfGic7nOLs8zPuZjU7GcmA65wBjmgXVYNwwvLwBMBw/iUaMG5k8+Aas1ycuWGpjWr8ejShXMf/8NgGEyYR02DOvSpZAnTzKXTkRERERERCTx0nWAaO3atTGWYwR3MmdmdUYfyJw57m1iWY6ti9j91kOtS7YmR8YczhbXKaaLf2He8/+DUFurfolt2BdE/fMPRrly0dtERmIZOhRLvXpw4kSSli9Fs9kwjx2LpWFDTBcvAmDkzo31r7+wDRsGFksyF1BERERERETENdJ1gOhhDwZ3rD/NZ3XpUlh/mh/nNrEtPywkPIT5B6PT6Fahm4tKmkAh+7FseQUT0V2irCX7YRT5rwVT2bJEbdqEtV8/DHP0aWD+5x88KlfGNGsWGOl8bKL7XcpGjIjZpWz7dox69ZK5cCIiIiIiIiKula4CRO7oUhafeQfncTfyLiWzl6RmwZpJl3H4JTw2tsIUdRsAW/5W2MqMirmNtze2MWOwrl6NUawYAKY7d/Do3h1Lq1Zw6VLSlTcFUZcyERERERERSW/SVYDo4S5l7mYYBl/t+gqAbhW7YUqq6eStYVg2vYjp7lkAbFkrYa36LZhi/7iNGjWI2rEDa9eu9tfMS5fiUaECpoULk6TIKYLNhvnjjx/tUrZsmbqUiYiIiIiISJqWbgJElpfaPzKlvLtt/XcrB4IPkMEjAx3LdEyaTA0blm1vYL6+LXrRpwDWmovAI+Pj9/PzwzZtGlG//YaROzcApmvX8OjQActrr8HVq24ueDK7cgVLs2ZYPvzw/7uU1asX3aUsnm6EIiIiIiIiIqldugkQPTylfPn1I1iZ5zrl149wW5Zf7Y5uPdSuVDuy+mR1Wz4PMh/8CPP5BQAYFl+invkVfPImeH+jSROidu/G1rr1/6c5dy4eRYpgefllTCtWpLnZzkzr1kV3KVu5EvivS9nw4Vj//FNdykRERERERCRdSD8BoodciwjlfIkMXIsIdUv6N8JusOBwdKDmzQpvuiWPh5nO/Ijl8McAGJiwVp8NWco7nlCOHFjnzSPq228x/pvFzRQRgXnBAjyaNcMjIADziBFw8qQri5/0rNboLmXPP///Xcry5MG6fDm2oUPVpUxERERERETSjXQbIHK3OfvnEB4VTrlc5aiar6rb8zNd3YRlx1v2ZVv58Rj5miUiQRNGx45E7d6NtVcvjJw5/3/V+fNYxo7Fs2RJLA0aYJozB27eTETpk8Hly3F3KatTJ3nLJiIiIiIiIpLEPJK7AGmRYRj27mVvVngz7sGpM2dmtdVKvcS2VAk9iWVTW0y2CACsxbpiC+iVuDTvK1AA26efYhszBtPSpZi/+w7TsmX2oIp53TrM69YB0QM6G4GBGCVKQIkSGP/9UKQIeDh2qtVxY5DGtHYtls6dMf03S5thNmMbNgzbwIFqNSQiIiIiIiLpkgJEbrDx3EaCrgXh6+lLhzId4tzO+tN8Vo8YQe2RI53PLOImHhtbYIqIHkTalqs+tgqfg6tnTPPywmjZEmvLlnDhAuYff4wOFh07Zt/EdPkypsuXYf36GLsaXl5QrJg9eGQEBsKTT2KULw9eXrFmV9cdA0NbrZjHjcM8apQ9wGXkyYP1hx/UakhERERERETSNQWI3OD+1PbtS7cnk3cm92Vki8TyTwdMt4MAMPwDsT49D8ye7ssTIF8+bP36YevbF9M//2D66SdMBw5gOno0OkD0EFNEBBw5gunIkRivGz4+GNWqYdSsifHMMxjVq4Ovr3vKfPkyltdew7xqlf0lW/36WL/7Dv6btU1EREREREQkvVKAyMWC7wTza9CvQMIGp3a6K5VhYN79PuYr0QEPwys7Uc/8Bl5ZnEvPGSYTRo0aGDVq/P9rN29iOnoUgoKiA0b//XD8OKZ792LuHhaGae1aWLsWAMPDA6NChehgUc2aGDVrQvbszpXt338xbd6MacuW6N9792KKiorOR13KRERERERERGJQgMjFftj/AxHWCCrlrUTFvBXj3d7ZrlTmY5OxnJwJgGH2wlpzAfg94VRaLpUlC0bVqlC1KsaDr1utcPZsdMAoKAjTrl2YNm3CdOaMfRNTVBSm7dth+3aYNAkA48knsT37rL2VEQULPppnVBTs34/5n3+iWzT98w+ms2djLZ6RJw/W2bMxatd24UGLiIiIiIiIpG4KED2Go617bIaNr3d/Dbh3anvThT8w7+1vX7ZWnoGRo6bb8nMJiwWKFsUoWhTj+ef///WzZzFt3Ihp0ybMGzdiOnw4xm6mw4exHD4MX0V32zMKF44OFj39NFy6FB0M2rYNU2joY7M3nnwSW9262AYNUpcyERERERERkYcoQPQYjrbuWXN6DcdvHCeTdybalWrnnkLd3INlSydM/7XPsT45CKNwR/fklRQKFcJ4+WWMl1/GBnD1anTLok2bogNHu3djslrtm5vOnIludTR3bpxJGj4+GFWrYlSvHt0Frlo1yJbN/cciIiIiIiIikkopQORCM3dHd/l6ufTL+Hn5uT6DsIt4bGyNyXoHAFuBF7GVHuH6fJJTjhwYLVpgtGgRvRwaimnr1uhg0caN0X+Hh8fYxcifH+Ppp6N/atTAKFcOPN08ULeIiIiIiIhIGqIAkYtcCr3E4qOLAehasavrM7i5D4/N7TCFnQfAlq0q1qpfg8ns+rxSEj8/jPr1MerXj16OiIgev2jnToxs2aIHyC5UCEym5C2niIiIiIiISCqmAJGLfLf3O6JsUVTPX51yucq5NG3TuZ+xbO+GyXoXACNjoehBqS0+Ls0nVfDyiu46Vr16cpdEREREREREJM1I481PkobVZuXrPf8NTl3RhYNTG1bM+wbiseUVe3DIlrUiUXVXQ4Y8rstHRERERERERNI1tSBygb9P/c2ZkDNkzZCVF0u+6JpEDRuWfzpg/vc3+0u2wp2wVvoifbYcEhERERERERG3UYDIBb7aFT0Fe6eynfDxdE3wxnxolD04ZJg8sD01AdsT72isHRERERERERFxOQWIEun8rfMsPb4UgDcqvOGSNE3/LsZyaAwABmasNRdh5G3kkrRFRERERERERB6mMYgS6du932IzbNQqVIsnczyZ+ARvHcGyrYt90VZujIJDIiIiIiIiIuJW6TZAlN3LjwJHw8nu5ed0GlG2KL7Z8w0AXSu4YGr7yBA8Nr+IKeo2ALaCbbGV6JP4dEVEREREREREHiPdBoj21hrJc5eysbfWSKfT+Ov4X/x7+19y+OSgVWCrxBXIsGHZ1gXT7aPRi5nLYK38lcYcEhERERERERG3S7cBIleYuXsmAJ3Ld8bbwztRaZkPjcF84Q8ADM+sRNVYAB6+iS6jiIiIiIiIiEh80nSAaM2aNW5L+/TN0yw/sRyArk8lrnuZ6cISLIdGAf8NSl19DvgVS3QZRUREREREREQSIk0HiNauXeu2tIevG46BQf0i9SmerbjzCd0OwrL1gUGpy47GyNPABSUUEREREREREUmYNB0gcpe/T/7N/IPzMZvMjKk7xvmEIm/hselFTFG3ALAVeBFb4AcuKqWIiIiIiIiISMIoQOSgu5F36bGsBwDvVX6PinkrOpeQYWDZ9jqm20HRi5nLYK0yU4NSi4iIiIiIiEiSU4DIQR9v+piTN09SwL8AI2qNcDod07+/Yb6wGLg/KPUvGpRaRERERERERJJFug4Q1alTx6HtD1w5wMQtEwH43/P/w9/b37mMbVFYDgy3L1qrzAC/J5xLS0REREREREQkkdJPgChzZrBZo3//p27dugne3WbYeHfZu0TZomheojnNSzR3uiimMz/au5bZstfAyNfC6bRERERERERERBLLI7kL4C7l14/AL891fls/gr21RmL9aX6i0vt699f8c/4f/Lz8+F/D/zmfkDUcy8GP7Iu2cmM07pCIiIiIiIiIJKs0GyC6FhHKzRIZsEaEJjqtS6GXGLxmMAAf1f6IApkKOJ2W+cQMTGHnALDlaYyRo2aiyyciIiIiIiIikhjpp4tZIvRd2ZeQeyFUyluJdyq943xCkbcwHx5vX7SW/egxG4uIiIiIiIiIJA0FiOKx/MRyfj70M2aTmWmNp2ExW5xOy3z0f5girgJgK9QespR3VTFFRERERERERJymANFj3I28S49lPQDoWaUnFfJUcD6xe8GYj/4PAMPkgbX0CBeUUEREREREREQk8RQgeozRG0dzOuQ0BTMVZHit4fHv8Bjmw+MxRUWPh2Qr9oamtRcRERERERGRFEMBojjsu7KPSVsmAfD585/j5+XnfGJ3zmA+8SUAhsUH25ODXVFEERERERERERGXUIAoFjbDRvel3bEaVloFtqJZQLNEpWc5NAqTLSI67YD3wCevK4opIiIiIiIiIuISChDFYuaumWy7sA1/L38mNpyYuMRuHcJ0eg4AhmcWbIF9XVBCERERERERERHXUYDoIRdDLzJk7RAARtUZRX7//IlKz3JgBCZsANhK9gWvrIkuo4iIiIiIiIiIKylA9JA+K/pw694tquSrwlsV30pUWqZr2zD/+zsARoa82Iq/54oiioiIiIiIiEgSmDhxIvXq1aNgwYIEBATQsWNHjh079sh227Zto3nz5uTPn59ChQrRpEkTwsLC7Otv3LjBm2++SaFChShcuDA9evQgNDQ0KQ8lXgoQPWDp8aUsPLIQi8nC1MZTsZgtzidmGJj3D7Uv2koNAY+MLiiliIiIiIiIiCSFzZs307VrV1asWMGiRYuIjIykdevW3Llzx77Ntm3bePHFF6lbty4rV65k1apVvPnmm5jN/x9yefPNNzly5AiLFi1i/vz5bN68mffffz8ZjihuHsldgJTiTsQdei3vBUCvqr14KvdTiUrPdHkF5uC1ABi+T2Ar2iWRJRQRERERERGRpLRgwYIYy9OmTSMgIIA9e/ZQs2ZNAIYMGcJbb71F79697dsFBATY/w4KCmLVqlWsXr2aChUqADB+/HjatWvHqFGjyJs3ZUxklWYCRFarNcZvAOOhdY8zcv1IzoScoVCmQgyuMThB+8Qp6g5eO3vYFyNLDcVmmCExaYq4QWz1RkTip7oj4hzVHRHnqO6IOC6uemMY0ZGCW7duYTKZ7K97e3vj7e0db7q3bt0CIGvW6PGFg4OD2bFjB23btqVhw4acPn2agIAAhg4dytNPPw3A9u3byZw5sz04BFCnTh3MZjM7d+6kWbPEzZzuKmkmQHTy5EkAjh8/DkBUVBQWkxmrYSMoKOix+x65eYQp26cA0K9UP86fOp+osuS9NJFcd08DEJqxEifulId4yiCSnO7XGxFxjOqOiHNUd0Sco7oj4riH643JZKJw4cKUKVMmxhhAAwYMYODAgY9Ny2azMWjQIKpVq0apUqUAOH36NADjxo1j1KhRlC1blvnz59OyZUs2b97ME088weXLl8mZM2eMtDw8PMiaNSuXL192wVG6RpoJEBUrVowTJ05QvHhxLBYLHhc8MJvMmAwbgYGBce5ntVnpOqcrVsNK68DWdK3dNVHlMN3YhdfB/6a1N3vjWfMbAv1LJCpNEXexWq0cP37cXm9EJGFUd0Sco7oj4hzVHRHHxVVvDMMgIiKCAwcOPNKCKD59+/bl8OHD/PXXX/bXbLboWctfe+01OnbsCEC5cuVYt24dc+bMYcSIEa46JLdLMwGi+x+4xWKx/216aF1svtr9FTsu7iCTdyYmNpyYuAuuLRKP3d3/f1r7UkMwZ3nS+fREksiD9UZEEk51R8Q5qjsizlHdEXHcw/XmfhezTJkyxQgQxadfv34sX76cpUuXkj9/fvvrefLkAXikYUpgYCDnz0f3TsqdOzfBwcEx1kdFRXHjxg1y587t2AG5Ubqexezf2/8ydG30TGOj64wmn3++RKVnPvo5ppt7ATAyl8EW+EGiyygiIiIiIiIiycMwDPr168eff/7J4sWLKVy4cIz1hQoVIm/evI90ZTt+/DgFCxYEoEqVKoSEhLBnzx77+vXr12Oz2ahUqZLbjyGh0kwLImf0WdGH2xG3qZqvKt0qdktcYqHHMR/8CAADM9bKM8Ds6YJSioiIiIiIiEhy6Nu3LwsWLGDu3Ln4+fnZxwzKlCkTPj4+mEwmevTowdixYylTpgxly5Zl3rx5HDt2jO+//x6Ibk1Uv359evXqxcSJE4mMjKR///60bt06xcxgBuk4QPTHsT/4NehXLCYL05pMw2xKRGMqw8CyozsmWzgAtoD3MLJVcVFJRURERERERCQ5fPPNNwCPzDQ2depUXn75ZQDeeecdwsPDGTx4MDdv3qR06dIsWrSIokWL2refOXMm/fr1o2XLlphMJpo3b864ceOS7kASIF0GiEIjQnl/+fsAvF/tfcrlKpeo9Eynv8ccvBYAI2NhbGU+TFwBRURERERERCTZ3bhxI0Hb9e7dm969e8e5PmvWrMyaNctVxXKLNDsGUXYvPwocDSe7l98j6z5a/xFnb52lSOYiDHt2WOIyCr+EZe8A+6K10hfg8WieIiIiIiIiIiIpVZoNEO2tNZLnLmVjb62RMV7ffWk3k7dPBmByo8lk9MyYqHwsu/tgioyOKNoKvYyR5/lEpSciIiIiIiIiktTSbIAoNlable5/dcdm2Gj7ZFsaPdEoUemZLvyB+fwCAAyv7Fif+tQVxRQRERERERERSVLpKkA0fed0dl7cSWbvzHzW4LPEJRZ5C8uunvZF61MTwDtnIksoIiIiIiIiIpL00k2A6Pyt8wxfNxyAj+t+TB6/PM4nZr2HZXtXTGHnAbDlbohR6GVXFFNEREREREREJMmlm1nMeq/oTWhEKNXzV+eNCm84n1DkbSyb22G+sgoAw5IxemBqk8lFJRURERERERERSVrpIkC0+Ohifj/6Ox5mD6Y2norZ5GTDqXvBWDa0wHxjBwCGxQdrjZ/At4jrCisiIiIiIiIiksTSfIDo9r3bvL/8fQB6V+tN2VxlnUvo7lk81jfBdPsoAIZnVqzP/o6RvbqLSioiIiIiIiIikjzSfIBo5PqRnL99nmJZijHkmSHOJWKLxGNjy/8PDvnkJ+rZPyBzaReWVEREREREREQkeaTpANFF00V+2PEDAJMbTSajZ0an0jEf/R+mkAMAGH7Fiar1F/gWdlk5RURERERERESSU5qdxSzKFsUyj2XYDBsvlXqJhsUaOpfQnVOYD40GwMBMVPUfFRwSERERERERkTQlzQaIpu2YxiXzJbJkyMKE5yY4l4hhYNn1PiZrGAC2gHchawUXllJEREREREREJPmlyQDRlTtXGLFuBABj644lt19up9Ix/fsr5kt/AWBkyIet9AiXlVFEREREREREJKVIkwGihYcXcifyDrltuenyVBfnEom8hWV3H/uitcJE8MzkohKKiIiIiIiIiKQcaWaQasuZ2RzZG0lgYCC/Bv0KQGlbacwmB2JghgF3TmC6uhnz2fmYwi8AYMvbBCN/K3cUW0REREREREQk2aWZAJHnvr68aLlDxPqFFL6xjkxmCLQGJmxnw4b54EjMJ7/GdO9KzFUWH6wV/gcmk+sLLSIiIiIiIiKSAqSZABGAxWTD5+oavssNM3KZ2H9zE0TdAQ/fuHcyDMx7+mI5/sWjqywZsVaeAb5F3FdoEREREREREZFklmbGIIp6ojs3Ivzty94mg8pZ9+Gxph6EXYhzP3PQp/bgkGGyYMvzPNYyI4mqs5Ko5hcwCr3k9rKLiIiIiIiIiCSntBMgKjWCYftfodZ5C5NvgtUS3WrIdHM3Hqtqws09j+xjOvU9lv1D7cvWSl9ifXYJticHYeSsBR4Zk6j0IiIiIiIiIiLJJ80EiABOeJ5iQ5iVryiNrf5GbkRkBsAU9i8eq+tiOvk1pksrMF1ehenk11h2vm3f11p2NEbRV5Or6CIiIiIiIiIiySZNjUF0zOMYAK0CW0Hm0kw/8SoDa27BfH0bJusdPHa+E+t+1oAe2AL7JWVRRURERERERERSjDTTguhe11c5azkFQKuS0VPSh1p9sdb5G1uBNnHuZyvYDlv5TzVLmYiIiIiIiIikW2mmBdEKj9NEmm2UuJuRMjnL/P8Kiw/W6j9iu9AeU8h+MKz//+OTH1uxrmBKM3EyERERERERERGHpZkA0eIcVwFofTUnpodbA5nMGPlbYORvkQwlExERERERERFJ2dJM05m/s14HoHVwrmQuiYiIiIiIiIhI6pJmAkRhFhuFwzJQMdQ/uYsiIiIiIiIiIpKqpJkuZlVu+VM+2IIJDTYtIiIiIiIiIuKINBMgWrGvIpF3Q1F8SERERERERETEMWmmixmAWdEhERERERERERGHpZkA0aaoKBqfOUOpg/vJlSsXS5cupU6dOg6lsXr1aho3bkzRokV58skn6dKlC2fPnnVPgUVEREREREREUog0EyC63fM9rIUK8vH06fbX6tatm+D9z5w5w6uvvsozzzzD6tWr+emnn7h+/TpdunRxR3FFRERERERERFKMNBMgqlevHpUqVaJJkyaxrr937x4jRoygXLlyFClShEaNGrFp0yb7+n379mG1Whk0aBBFixalXLlydO/enQMHDhAZGZlUhyEiIiIiIiIikuTSTIAoPoMGDWLHjh189dVXrFmzhhdeeIH27dtz8uRJAMqVK4fZbGbevHlYrVZu3brFL7/8Qq1atfD09Ezm0ouIiIiIiIiIuE+6CBCdP3+eefPm8fXXX1O9enWKFi3Ku+++S9WqVZk3bx4AhQsX5ueff2bMmDEUKFCA4sWLc+HCBWbNmpXMpRcRERERERERca80M8394xw+fBir1Ur16tVjvB4REUG2bNkAuHz5Mn369OGll16idevWhIaGMn78eF5//XUWLFiAyaQZ0kREREREREQkbUoXAaI7d+5gsVhYuXIlZnPMRlO+vr4AfPvtt2TKlIkRI0bY102bNo2nnnqKnTt3Urly5SQts4iIiIiIiIikb2FhYXh7e9tjGevWrWP//v2UKFGChg0bujSvdNHFrGzZslitVq5evUqxYsVi/OTOnRuAu3fvPhI8slgsANhstiQvs4iIiIiIiIikbw0aNOD27dsATJw4kc8++wzDMPj2228ZNmyYS/NKMwGiO3fucO3aNQ4cOADA2bNn2b9/P+fPn+eJJ56gTZs2vPfee/zxxx+cOXOGXbt28fnnn/P3338D0W/67t27mTBhAidPnmTfvn307NmTggULUrZs2eQ8NBERERERERFJh6xWK5kzZwZgyZIlLFiwgB49evDjjz+yevVql+aVZgJEe/fu5ffff6dBgwYADB8+nPr16zN+/HgAJk+eTNu2bfnwww+pUaMGr776Krt37yZ//vwAPPvss3z55Zf89ddf1KtXj/bt2+Pt7c38+fPx8fFJtuMSERERERERkfQpZ86cbN26FYA8efJw7do1AHurIlcyGYZhuDzVJGQYBrdu3cLLy4ujR48SGBho7xomIo9ntVoJCgpSvRFxkOqOiHNUd0Sco7oj4ri46o1hGISFhZEpU6ZUMRnV2bNn6d69O15eXmTMmJEtW7bw1FNPcfXqVYYNG0b9+vVdlle6GKRaRERERERERCS1KVSoEH/88QdHjhzh5MmTtGvXjrx581KxYkWXB4wVIBIRERERERERScFKlixJyZIl3ZpHqg8QRUZG2n9bLBasVmsyl0gk9bBarao3Ik5Q3RFxjuqOiHNUd0QcF1e9ub8cGRmJl5dXchQtUa5du8acOXPYvn07V65cASBXrlxUrVqVl19+mRw5cjiddqofgygiIoKwsLDkLoaIiIiIiIiIpBI+Pj6pLkC0a9cu2rRpQ8aMGalduzY5c+YEIDg4mHXr1hEWFsbChQupUKGCU+mnmQCRxWLh1KlTPPHEExq4TSSBrFYrJ06cUL0RcZDqjohzVHdEnKO6I+K4uOqNzWYjIiIiVQaIGjRoQOnSpZk0adIjA2wbhkHv3r05dOgQK1ascCr9VN/FzMMj+hDMZjM2mw2z2YzZbE7mUomkDoZhqN6IOEF1R8Q5qjsizlHdEXFcfPXmfiwhNTlw4ABTp06NdfY1k8lE9+7dqV27ttPp6+oiIiIiIiIiIpLC5cqVi127dsW5fteuXfZuZ85IfSEzEREREREREZF05r333uP9999nz5491KpVi1y5cgFw5coV1q9fzw8//MBHH33kdPpqQSQiIiIiIiIiEouJEydSr149ChYsSEBAAB07duTYsWMxtgkPD6dv374UK1aMAgUK0LlzZ/sMY/edO3eOdu3akS9fPgICAhg2bBhRUVEOleXNN99k2rRp7Ny5k1dffZWGDRvSsGFDXn31VXbu3MnUqVPp2rWr08eqFkQiaYj57e5w/Tpky4bty2nJXRwREREREZFUbfPmzXTt2pUKFSoQFRXFqFGjaN26NVu2bMHX1xeAwYMHs2LFCr777jsyZcpE//796dSpE8uXLweiB8x+6aWXyJ07N8uXL+fSpUu88847eHp6Mnz4cIfK07p1a1q3bk1kZCTXrl0DIHv27Hh6eib6WBUgEklLrl/HlD8fxr8XkrskIiIiIiIiqd6CBQtiLE+bNo2AgAD27NlDzZo1CQkJYc6cOcycOZNatWoB8MUXX1CtWjW2b99OlSpVWL16NUFBQfz222/kypWLsmXLMnjwYD788EMGDhzo1Gxqnp6e5MmTxyXHeF+aCRBZrdYYv0XSowf7jCakLqjeiDhHdUfEOao7Is5R3RFxXFz1xmazAXD79u0Ys4F5e3vj7e0db7q3bt0CIGvWrADs3buXyMhI6tSpY9+mRIkSFChQwB4g2r59O6VKlbKPGQRQv359PvjgA44cOUK5cuWcO8iHnD9/nnHjxvHFF184tX+aCRCdPn0agOPHj8e6fuTN1YTY7pHZ7M2ILPWSsGQiSaeUYcMC2AwbQUFBCd4vrnojIo+nuiPiHNUdEeeo7og47uF6YzabKVSoENWqVePy5cv21wcMGMDAgQMfm5bNZmPQoEFUq1aNUqVKAXD58mW8vLzInDlzjG1z5cplT//KlSsxgkOAfbaxB8uQWDdu3GDevHkKEBUpUoSTJ09SvHhxLBbLI+tvb12Gr48Pt++FExgYmAwlFHE/s8ls/x0YGMhru77mWmQo2T39+K7iG49sb7VaOX78eJz1RkRip7oj4hzVHRHnqO6IOC6uemOz2YiMjGTr1q2PtCCKT9++fTl8+DB//fWXW8ocn6VLlz52/ZkzZxKVfpoJEN3/wC0WSxwXTZP9ty6qkh5YLBauRd7BxzsD1+7deex5H3e9EZHHUd0RcY7qjohzVHdEHPdwvTGZTERGRuLv74/ZnPCJ3fv168fy5ctZunQp+fPnt7+eO3duIiIiCAkJidGK6MqVK+TOnRuIbk20c+fOGOkFBwfb90+oV155BZPJhGEYcW7zYNDLUZrm/j+ddnxFk82T6LTjq+QuioiIiIiIiIikAIZh0K9fP/78808WL15M4cKFY6wvX748np6erFu3zv7asWPHOH/+PFWqVAGgSpUqHDp0yB4UAlizZg3+/v4O9XDKkycPs2fP5vr167H+PFgGZ6SZFkQP67TjK65F3CG7ly+zK3eLd/trEXfw8fbm2r07SVA6EREREREREUnp+vbty4IFC5g7dy5+fn72MYMyZcqEj48PmTNn5pVXXmHIkCFkzZoVf39/+vfvT5UqVewBonr16hEYGMjbb7/Nhx9+yJUrVxgzZgxdu3ZNUNe2+8qXL8+ePXto0qRJnNs8rnVRfNJsgEgBHxEREREREUltzG93h+vXIVs2bF9OS+7ipHvffPMNAM2aNYvx+tSpU3n55ZcB+PjjjzGbzXTu3JmIiAjq1avHhAkT7NtaLBbmz5/PBx98wPPPP0/GjBnp0KEDgwcPdqgsPXr04O7du3GuL1asGEuWLHEozQel2QCRiIiIiIiISKpz/Tqm/Pkw/r2Q3CURomcGi0+GDBmYMGFCjKDQwwoVKsQvv/ySqLLUqFHjset9fX2pWbOm0+lrDCIRERERERERkXQuWQNEEydOpF69ehQsWJCAgAA6duzIsWPHkrNIIiIiIpJMNGmIiIhI8knWANHmzZvp2rUrK1asYNGiRURGRtK6dWvu3NG4QSIiIiLpjX0MyQjdC4qIiCS1ZB2DaMGCBTGWp02bRkBAAHv27ElUvzkREREREREREUm4FDVI9a1btwDImjVrnNvcu3ePe/fu2ZcTM4WbiIiIiIiIiIikoEGqbTYbgwYNolq1apQqVSrO7SZNmkThwoXtP2XKlEnCUoqIiIiIiIiIpD0ppgVR3759OXz4MH/99ddjt+vduzfdu3e3L6sFkYiIiIiIiIhI4qSIAFG/fv1Yvnw5S5cuJX/+/I/d1tvbG29vb/uyzWbj9u3bDufZacdXXIu4Q3YvX2ZX7ubw/iIiIiIiIiLupmdXSSrJGiAyDIP+/fvz559/smTJEgoXLpxkedtnybinWTIkZbh/4Qd08RcRzG93h+vXIVs2bF9OS+7iiIiISAK44/tbz66SVJI1QNS3b18WLFjA3Llz8fPz4/LlywBkypQJHx+f5CyaSyjSK464f+EHdPEXEbh+HVP+fBj/XkjukoiIiEgcHgkI6ftbksjmzZv57rvvOH36NN999x358uVj/vz5FC5cmKefftqpNJN1kOpvvvmGW7du0axZM0qWLGn/+fXXX5OzWC5jj/RG6GH/ccxvd8fcrn30xVVERERERCS1+C8gxPXryV0SSUcWL17Miy++iI+PD/v27SMiIgKInhl+4sSJTqebrC2Ibty4kZzZS0qhKLuISLzU5UxEREREACZMmMDEiRNp3749ixYtsr9evXp1PvvsM6fTTRGDVLuC55BhlDp1EnP2HLpxFonDw90eX9v1NcH3bmPeuozsXn4J6gqph1SRZKJguoikMrpnEBFxj+PHj1OjRo1HXs+UKRMhISFOp5tmAkTcvImlQAG33ThrAGFJCx4e4O5aZCi+/433leBxjxx8SNXNoYiISDqlwLaIiFvkypWLkydPUqhQoRivb9myhSJFijidbtoJELmZBhAWcVI8N4f2ABIoiCQiIiIiIhKPzp07M2jQIKZMmYLJZOLixYts27aNYcOG0a9fP6fTVYDIhRydtSwltKxICWWQdO7+wH6g/zCKiCQjd9wTaEZXkdRLzwkiKVfv3r2x2Wy0bNmSu3fv0rRpU7y9vXnvvffo1s3571sFiFzo4e478UqGZrepYRpGdecTERFJBm64J3D43khEkkSCgj8p8DlBoil4JyaTib59+9KzZ09OnjzJnTt3CAwMxM/PL1HpKkCUCKmhYj7yn7tUcKFPSHe+lPAfyZRQBhERkaSiLsEiaUgqeCZITxx+rtTnJ//x8vKiZMmSLktPAaLESAUVM63+5y4lHFdKKIOIiEiSUZdgERH3SAXPlQ9LDY0l0rrw8HAOHjxIcHAwNpstxromTZo4laYCRHHQCS+Scqi1lsij9D0lIiIikEz3yg8FtdL6fcmmTZuYMmUKe/fu5dKlS8yZM4emTZva1xuGwdixY/nhhx8ICQmhWrVqfPbZZzzxxBP2bW7cuEH//v1Zvnw5JpOJ5s2bM3bsWKe6ha1cuZJ33nmHa9euPbLOZDLF+npCKEAUl1QYxU3LFCBI39RaSyQW+p4SEXFYfA+xGgtTUqOH75VTQsAorbl79y5lypThlVdeoVOnTo+s//zzz5kxYwbTp0+nUKFCfPzxx7Rp04YtW7aQIUMGAN58800uX77MokWLiIyM5L333uP9999n1qxZDpdnwIABtGjRgv79+5MrV65EH999ChClMWk1cqsAgYhIypNWv3NEJA2L5yE2IWNhuprG90rZEhtsSY5gjZ6dXK9BgwY0aNAg1nWGYfDll1/St29fe9eu6dOnExgYyJ9//kmbNm0ICgpi1apVrF69mgoVKgAwfvx42rVrx6hRo8ibN69D5QkODubdd991aXAI0miAyGq1AsZ/S4ZTy+Y400vINnHlEdOj+8fk+W6PGF8WkVOnxHHED6T5wJdeQo4rvjIkhYS8146+t4n12q6vuRYZCkB2Tz++q/hGLFu5ugyxHbdjHD4nH8wygXk6es7Et735oeXY03Tv550Q9vqYwLooadv989Cd52N81+sUcf1+5Dsn6SXsei0J4Zrr9cNiXr/jrzvJf70X10kJ16mHxV+mxN+POcr80PheseXp6u+dhHw2KfHzSw7XIkLx8c7AtXuhCXqme3g5vv0TkkbCn1WT5lkpYWVOfnHVm/vj9dy+fRuTyWR/3dvbG+//AsSOOHPmDJcvX6ZOnTr21zJnzkylSpXYvn07bdq0Yfv27WTOnNkeHAKoU6cOZrOZnTt30qxZM4fybN68ORs3bqRo0aIOl/dx0kyAyGbYsPz3OygoCJstulLYbIZTy6XiSC8h28SVZokJE/G4fYso/0wc7dvnkf0fVuraVSwFCgBgPX8+1m0e2SeeMj28Pr4yJIWEvNfxvbeuFnzvNr4+PtF/h92ONQ9XlyG243aUo+ekzXA8T0fPmXjP8//W85ht3P15J8T9+pjQuijpw/Hjx92WdnzX65R4/b7/PQfYv+vcLSHXa0kYV1yvHxbX9TuuupMSrvfiOinhOvWw+MrkivsxZ8vEY8p1n6u+dxLy2aTEzy85xHddiu/7OSHXNUfTcPSe3x1S4n1JXB6uN2azmUKFClGtWjUuX75sf33AgAEMHDjQ4fTvp5EzZ84Yr+fKlYsrV67Yt3l4vYeHB1mzZo1RhoT65JNPeO211/jnn38oVaoUnp6eMda/9dZbDqcJaShAZDaZ7b8DAwMxb10WvWw2ObccR3oJ2SauND1DQzEVKID53wux7h/XMT1uG4ffh4fXx1OGpJCg9zqe99blZYqlDHFt46oyJCTPeNNwtB5scTxPR88ZV5zn7v68EyIl1BVJOaxWK8ePH6d48eJYLJb4d3BCfNfrlHBOPlyG+99zgP27zu1lcMG1U6K55b7koet3fHUnJVzvxXUeuUakgNa48Z7nyXBNSUjdcvX3TkK+Q1LC90xKEN91Kd7v6wRc1xxNw9F7fle432L3fmvdlHhf8rC46o3NZiMyMpKtW7c+0oIotVi4cCFr1qwhQ4YMbNy4McZxmEwmBYgeFP3h33+DTE4ux5VeQrZJaJoxl+Prn+rol4EzZUgKjxuzIu73+vHvrevHwXj85x1zm7jWxxR//+OE5BlTwt/LON7HB7NMYJ6P5uHa7V3xXrtbQuqrpA8WiyVJzsnUc/0m3teS53otjnL2ev3otTH263fcdSdlXe/FdSwWS4zxf1LC5/v4czD67+Qo5+PydMf3zoP3NRD74Nwp4fNKPgm/LiXsGfHxHE3D0edQZ12LvPNfV7k7Kea+JKEerjcmk4nIyEj8/f0xmx/uQO243LlzA9HjAuXJk8f++pUrVyhbtqx9m+Dg4Bj7RUVFcePGDfv+jhg9ejQDBw6kd+/eLjmG+9JkgCi1SjeDibljhPtEpvnwl2JsEvtQ45bPNxXOFpBWAivppr5KqvHwdezHWXtcP+ipK645br5uxfaQE9/1OyUMtp0UZXA0D2eu17o2iqROyTE4t0haUbhwYXLnzs26devsAaFbt26xc+dOXn/9dQCqVKlCSEgIe/bs4amnngJg/fr12Gw2KlWq5HCeERERtG7d2qXBIVCAKNVJKw/X7ubo+5SgL8VUGIxJidLqw0NaqZtp5TjSo0euYw8NeppexHo9j+/6nRKu70lRBgfziO96nRTTgaeE4J2ISGqXFNfrtC40NJRTp07Zl8+cOcP+/fvJkiULBQsW5O2332bChAkUK1aMwoUL8/HHH5MnTx6aNm0KQGBgIPXr16dXr15MnDiRyMhI+vfvT+vWrR2ewQygQ4cOLFq0iA8++MBlxwgKEKU6afXh2tX0PjkvLd6MJ+SYUmQLsWSQVo5DYudoADAtXg/EdZxpcfDarq8JvnebnLs2MrtKAh5QUkLwzg1Ut0RSBntdhDRdH9VCLPH27NnDCy+8YF8eMmQIEB2omTZtGr169eLu3bv07t2bkJAQqlevzoIFC8iQIYN9n5kzZ9KvXz9atmyJyWSiefPmjBs3zqnyWK1WJk+ezOrVqylduvQjg1SPGTPGqXQVIJIYHn54cEW0WS0SUpmHbsaT4/NzeZ4JecBIow8hIg9yOACoepEg+s9swl2LDMXXx4dr90KTuyjJS3Uryeg+VB4rGVrbppegVFrzzDPPcOPGjTjXm0wmBg8ezODBg+PcJmvWrMyaNcsl5Tl06BDlypUD4PDhw4+UxVkKEKVyrv7Se/jhwZlo88NlSgktElLif+qcKVNyHEdyfH4p4ZxJiVLieSySWGnh4U3/mRVJuXRP4Tpp4XqdIqTTLuDiWkuWLHFLugoQpXLJ8aX38ENqSgwIPSIZ/lMX75doAsr0SBop8D+OaaKFUWrx0OevgJGkBSnyO8MFVD8TJinep9TwnZEUZdQ5KYmVVq/XjkoN1xRnPHxcumakTwoQieMeekjVl0XsXPG+pIb3NiW0MEqrX9TxSoEBQ2foBiRauj2PH5Jm3odE1s90Uy+S4DoW3/dUgme5A7d9HknyXerge61uMP8vriEYUvJ1KjWUMbVKDffnznjkuNLIfWZa9cknnzx2ff/+/Z1KVwEiEXGp5LghSatf1OmGm29AUspDTnwPoclxHqfEBwjV5/8kwY15WglCOXocj2yfwFnuIJ11B0knx52Q62BcQzCk5OtUaihjSpVWro2Stv3xxx8xliMjIzl79iwWi4WiRYsqQCTiiJT4UJRW6IYkdil1ENt0cROUUh5yUuB/4pKivib2eqvrdexcEvhMgeekUxydXCGRx50c1/OUEuiO771NjfU1tdy3ODwDYBJIjZ93gqSVa+NjpNT7Ukm49evXP/LarVu3ePfdd2natKnT6SpAJOlSarkZEOekxBuWFDuIbTq4CZLkldjrbUq8XrviGuNocDauMekgbbfueFhCHmoSe87E9/nGdj13+/dOCvm843tvU2J9TStS4gyAqfHzThf/GEuAFHtfKomSKVMmBg4cSIcOHWjfvr1TaShAJOIiKTEokV654obF3Z9nbA85rh7jICXcBKWX/1Cp/qctCQ0QOHKNcbhbkxN5pofzMCkeapz5fNPCg7Iz3xnp4ZyT5OXyexn9Y0zSuFu3bnHr1i2n91eASMRFUuPNYXqVFP+BTuh4M0CcYxok+pxywU1QYm/+nXmYS40z4znzWaXEB6uUWKbk4JbreQoYjFkkhofPSSfO0ZRwzqWEf4akBCnhfXDLd4gCOiKxmjFjRoxlwzC4dOkSP//8M88995zT6SpAJCLpTpI0q00jNzQpYZa6lJinK8aCSAkPVg9LiWV6WEp4CEotFPBL2zQl9X8cHYPKDR5+7+MrQ3yflVOtb1PAfUd83yHu+Gziqwe6DkpaNW1azGuH2WwmR44ctG/fnt69ezudbooIEM2cOZMpU6Zw5coVypQpw/jx46lUqVJyF0tEJFVJ6OChkLq7eyXFzV68XYziGQsirbzXKVIKaBmXWqSGgF9aldhgjTMza6WEAIGj3PEwnyzn/UPv/cNliGsMsbg+q4T8Iys1XMceLqM7Ppv46oGug5JW7d271y3pJnuAaNGiRQwdOpSJEydSqVIlvvzyS9q0acP27dvJmTNnchdPRCTVSOjgoeC6llOOjpvkisBJUowx5aqBlUGDP6ZEjn6+qeFBTFKYRAZrUsNYei6RTh7mkyQwEo/kaGHmjuNOFee1SCqW7AGiadOm0blzZzp27AjAxIkTWbFiBXPmzElU0ygREXG9+P4b6I4gVaJne3pMOdLaQ4i4h84XSY103koMqbCFWWx0Xkt6NmTIkARvO2bMGKfyMBmGYTi1pwtERESQL18+vv/+e5o2bWp//Z133iEkJIS5c+c+ss+9e/e4d++effl+8f3LlsN0/RpYrZA9O1fv3cZkMmEYBjm8/R1e5to1sFgeSe9+no/bJqFpxre/fT04nUdiy+CK43a2DA/m6erjju84AZcftzPnmKPvnbNldOQ4E3veu+I8T4767Krjftw55rZriAuvY84uJ6Zuxbv+Ie44x65H3MFm2DCbzGTz8nVL3XJVfbfnGRqR6ON2tAwJea9d/R2SFOeYKz7vxC674x4hsXle9fNy+Drmqu/v5LwfS8hxP5LHw5wtcyLqljvqs9vPuVg8fD129X2JO+5DE/y+JKJuueoZIDF1y9nvVuD/P09X1RVH34cHzvPkeMZz1T1eYu7HXPZeenoSdeVKrPU3qVmtVoKCgggMDMRy/z0HbDYb4eHh+Pv7Yzabk7GEjnnhhRcStJ3JZGLx4sVO5ZGsAaKLFy9SqlQpli9fTtWqVe2vDx8+nM2bN7Ny5cpH9hk3bhzjx4+3L/v5+XHgwAH8AwIwBwcnSblFREREREREJCYjQwaiEjHNuiultQBRUkj2LmaO6t27N927d7cv2+NbGXwwfH3VgkgtiNSCSC2I3FKf1YIoccuJqVsuu+a48Rxzx7VTLYhcV7fUgshFrTnUgkgtiNx8DXlk/1i4+77EHfehjrZiSS8tiJy5drrtfXjgPFcLokS+l56esdZdcb2QkBBmz57N0aNHAShZsiQdO3Ykc+bMTqeZ6rqYPcxms3H79m0yvt8Hi29GjH8vYPt5Pk02T8LH25uwe/dYWqO3w8vmdu3t/XQfTA+Id5uEphnf/vfXA07nkdgyuOK4nS3Dg3m6+rjjO07A5cftzDnm6HvneBkn4uOdwaHjTOx574rzPDnqs6uO+3HnmLuuIa68jjm7nJi65aprjmvPsei6E3YvnKU1+rjl2ulsfb+f57L/bU30cTtahoS8167+DkkJ51hCPu/ELrvjHiGxeTZ6v5rD17GH605yXMeS4rgfTvORqbidLHNi6pY76rO7z7nYJjZw932JO+5DE/q+PP4ce/z3jqueAZLzHiExzyqJfR8ePM+T4xnPVfd4ibkfc/U5lRKk5RZEu3fvpk2bNvj4+FCxYkUAdu3aRXh4OIsWLaJ8+fJOpZus74aXlxdPPfUU69ats79ms9lYv349VapUScaSiYiIiIi4hn1g3QgNrOuI+++b3jsRkZgGDx5M48aN2bt3L7Nnz2b27Nns3buX559/nkGDBjmdbrJ3MevevTvdu3enQoUKVKxYkenTp3Pnzh37rGYiIiIiIiIiIhJtz549fP7553h4/H9Ix8PDg549e1KvXj2n0032AFHr1q25evUqH3/8MVeuXKFs2bIsWLCAXLlyJXfRRERERERERERSFH9/f86fP0+JEiVivP7vv//i5+fndLrJHiAC6NatG926dUvuYoiIiIiIiIiIpGitWrWiR48ejBo1yj4j/NatWxk+fDht2rRxOt0UESBKjKioqOjfOXOCTwaMKCs2q5W8XpnJ4OVJuJEBqxPLRu7cmLJnfyQ9IN5tEppmfPvfXw84nUdiy+CK43a2DA/m6erjju84AZcftzPnmKPvnXNl9HLoOBN73rviPE+O+uyq437cOeaua4grr2POLiembrnqmuP6c8yLcMM7Qcftju+MeD9fFxy3o2VIyHvt6u+QlHCOJeTzTuyyO+4REpunM9/XD9ed5LiOJcVxu+s7JTF1yx312d3nnCve68TeE7riPjSh70v851jc3zuuegZIznuExDyrJPZ9ePA8T45nPFfd4yXmfszV51RKYLVasVgsWB8qz/3lqKgovP57FkptRo0ahclk4p133rHHRDw9PXn99dcZMWKE0+km6yxmrhAREUFYWFhyF0NEREREREREUgkfH59UFyA6dOgQpUqVsi/fvXuXU6dOAVC0aFEyZsyYqPTTTIDI09OT48ePExAQEGMKOxGJm9Vq5dixY6o3Ig5S3RFxjuqOiHNUd0QcF1e9MQyD8PDwVBkgypYtGxUrVqRTp060bt0af39/l6af6ruYeXp6EhYWhslkwjAMTCYTJpMpuYslkiqo3og4R3VHxDmqOyLOUd0RcVx89cbT0zMZSpU4f/zxB3PnzmXYsGEMGTKEF154gU6dOlGjRg2XpG92SSoiIiIiIiIiIuI2NWrU4IsvvuDw4cOMHz+es2fP0qxZMypXrsz//vc/Ll++nKj0FSASEREREREREUklfH196dixI3/++Sc7duygRYsWzJo1i7Jly9KhQwen01WASEREREREREQkFSpWrBh9+vShb9+++Pn5sWLFCqfTSvVjEImIiIiIiIiIpDebNm3ixx9/ZMmSJZhMJlq1asUrr7zidHoKEImIiIiIiIiIpAIXL15k7ty5zJs3j5MnT1K1alXGjRtHy5Yt8fX1TVTaChCJiIiIiIiIiKRwL774IuvWrSN79uy89NJLvPLKKwQEBLgsfQWIRERERERERERSOE9PT77//nuef/55LBaLy9PXINUiIiIiIiIiIincrFmzyJw5s1uCQ6AAkYiIiIiIiIhIinfy5EmaN2/utvQVIBIRERERERERSec0BpGIiIiIiIiISDIrWrToY9dbrVa35q8AkYiIiIiIiIhIMouIiOD111+nVKlSsa4/d+4c48ePd1v+ChCJiIiIiIiIiCSzMmXKkD9/fjp06BDr+v3797s1QKQxiEREREREREREklnDhg0JCQmJc33WrFlp37692/JXCyIRERERERERkWT2wQcfPHZ9gQIFmDp1qtvyV4BIRERERERERDAMg7CwMEJDQwkNDeX27dvcuXOH0NBQSpQoQZEiRZK7iPKAdu3aMXnyZPLkyeOS9BQgEhEREREREUlnLl26xOrVq1mzZg0bN24kODiY0NBQbDZbrNt7eHgwcOBABg4ciJeXVxKXVmLzzz//EB4e7rL0FCASERERERGRVOf27duEhoaSPXt2BSwS4NatW2zYsIHVq1ezatUqDh069NjtfX198ff3x8/PD5PJxLFjxxg9ejS//fYbs2bNomLFiklUckkqChCJiIiIiIhIsjMMg8jISO7du/fIT0REBOHh4Rw6dIitW7eyZcsWDh8+jGEYAPj5+ZE9e3b7T7Zs2WL9ff/vHDly2AMfCXX8+HGmTp1Knjx56N+/v0P7JoeIiAi2bt3KqlWrWLNmDdu2bcNqtdrXm0wmKlSoQN26dalXrx5FihTBz88Pf39/MmbMiNn8/3NaGYbBggUL6NWrFwcOHKBmzZp069aNRo0aUb16dbJmzZochygupgCRiIiIiIiIJJmbN29y9OhRjhw5QlBQkP3nxIkTREVFOZSW2WzGZrPZx8w5c+ZMgvf19PQkV65c1KtXj5deeom6devi6en5yHaHDx9m3Lhx/PTTT/buV6GhoYwaNSrePNavX8+8efNo3749tWrVcmtQyWazsW/fPtasWcPq1avZsGEDd+/ejbFN8eLFqVevHnXr1qVOnTpkz549QWmbTCbatm1LnTp16N27Nz///DPTp09n+vTpADz55JPUqFGDbt26UaFCBZcfmyQNBYhERERERETEpQzD4OzZszECQPd/Ll26lKA0PDw88PLywtvbG29vb7y8vChcuDDVqlWjevXqVKtWjZw5cxISEsK1a9e4fv06V69etf/98O+rV6/al8PDw4mMjOTff/9l9uzZzJ49mxw5ctCqVSty5MjB7du3uXXrFhcvXmTlypX2lkrVq1dny5YtjB8/npw5c9KzZ884y79hwwaaNWtGeHg4X3/9NdWrV6d///40bdrUpYGiZcuWMXv2bNasWcPVq1djrMuVKxd169alfv361K1bl8KFCycqr5w5czJnzhxeeeUVFixYwObNmzl+/DiHDx/m8OHDvPDCCwoQpWIKEImIiIiIiIhL2Gw2Fi1axOjRox87xk3+/PkJDAyM8RMQEEDmzJnx8vLCy8sLi8WSoDyzZs3qcBenu3fvcu3aNU6ePMmiRYtYsGABwcHBzJw5M9btmzdvzuDBg6lYsSLjx49n2LBh9O3blxw5cvDyyy8/sv3u3btp1aoV4eHhlC5dmuPHj7NlyxZat25NmTJl6NevH23btsXDw/lH8osXL9K7d28WLVpkf83X15fatWvbu42VKVPGLa2WGjVqRKNGjQAIDg7mn3/+YfPmzVSvXt3leUnSMRn3Q6GplGEY3Lp1Cy8vL44ePUpgYGCCLyQi6Z3VaiUoKEj1RsRBqjsizlHdEXGMzWbj22+/5eOPP+bq1auYzWZMJpP9B4hz+eF1RYoU4euvvyYwMNBtZf39998ZNWoUBw4cAKK7cAUEBMQIApUsWZISJUrg7+/vlnI4KyoqijVr1rB06VJsNhv+/v5kypSJTJkyUbNmTcqWLWvf1jAM+vXrx+TJk/Hw8OCnn36iWbNm9vc9KCiIevXqERwcTK1atViyZAkhISFMnjyZGTNmcPv2bQCKFSvGBx98QKdOnciQIUOs5bpw4QKDBg3i+vXrVK1alerVq1OlShUWLFjAoEGDCAkJwWKx0L17d1q3bk2VKlU0YPd/4vrOMQyDsLAwMmXKlOLGkXrvvfcYO3ZsguvHxIkTeeONN8icObNL8leASCQd0426iHNUd0Sco7ojqZVhGJw4cYJ169axZcsWChQoYO9K464HzH379vHee++xZcsWl6VZuHBh1q1bR758+RKVzunTpxkwYAAHDx4kPDycsLAw7ty5Yx/vJlOmTPTq1YsePXqQJUsWF5Q85bHZbHTp0oV58+YBkCdPHp5++mmqVavG1KlTOXfuHBUqVODvv/8mU6ZM9v1u3LjB9OnT+eKLL+zdwfLkycPAgQN58803Y4yBtG3bNtq2bcvFixfjLEflypWZPn065cuXd9ORpl6pMUCUPXt2jhw5Qs6cOZMlfwWIRNIx3aiLOEd1R8Q5qjuS2pw4cYJx48axatUqzp8//8j6fPny0aRJE0qXLo3FYsFsNmM2m2P8HdtrmTNnpmbNmrG2Gvn333+ZPHkykydPxmq14ufnx7BhwyhdujRFixa1P9AahmEfFye2vx9cvnfvHp06deL48eOUKVOG1atXOxW4MQyD7777jr59+9pbwTzI39+fHj160KtXr3Qxq1VkZCRvvfUWP/30E5GRkTHWBQYGsnr16jgf9O/cucO3337LxIkT7edWiRIlGDt2LM2aNWPOnDl0796de/fuUapUKbp27cr27dvZunUrJ0+exNfXl5EjR/Luu+/qehqH1BggypYtG0FBQQoQOUsBIhHn6UZdxDmqOyLOUd2R1MJmszF16lSGDRtmbxXj6elJ1apVqVGjBseOHePvv//mzp07Tufh5+dH06ZNad26NVWrVmXZsmXMnz+f9evX24M7rVu3ZsKECeTNmzfRdefUqVPUrl2bS5cu8eyzz/Lnn3/i7e3Nzp07+e6771i7di39+/enc+fOse5/6dIl3n77bZYuXQpAjRo1GDp0KJkzZ8bHxwcfHx/y5s1LxowZnXtDUrGwsDB27NjB5s2b+eeff7h37x5fffUVBQsWjHffiIgIvv32Wz766COCg4OB6BnBDh8+DECzZs34/vvvY3Q5unLlCr6+vvj6+rrngNKI1Bog2rlzZ7yzyz3YKs2VFCASScd0oy7iHNUdEeeo7khSs1qt9nF7EurYsWN069aNTZs2AVC7dm0GDBjA008/HeOBPDw8nHXr1vHXX39x5coVrFYrNpsNm82G1WrFMAz73w++brPZOH36NP/++2+cZahRowYDBgygcePG9uNwRd3Zu3cv9evX59atWzz77LNcv36dgwcPxtjmo48+YsCAATHeswULFtCjRw+uXbuGl5cXI0eO5P3331c9dqFbt27xySef8Pnnn3Pv3j0ABg0axIgRIzCbzclcutQptQaIHlcmwzAwmUxcu3bNLflrFjMREREREUmU0NBQjh07Rs6cOSlQoECS53/9+nWOHj3K0aNHCQoKsv994sQJsmXLxujRo+nUqVOcD15Xrlxh+fLlLF++nMWLFxMeHo6fnx/jxo2ja9eusT6gZ8iQgeeff57nn3/e4fLabDZ27NjBokWLWLRoEadPn6ZcuXK0b9+etm3bJnoq8riUL1+ehQsX0rRpUzZs2ABEH0erVq3InDkzX375JcOHD+fy5ct89tln3Lx5k169evHTTz8B8NRTT/HNN99QpkwZt5QvPcuUKROjR4+mW7duTJs2jWeeeYZmzZold7HkP5s2bWLKlCns3buXS5cuMWfOHJo2bfrYfTZu3MiQIUM4cuQI+fPnp2/fvrHOePew77//Ptm6aCpAJCIiIiKSRhiGwY0bN7h48SJ58uSJt5uCo4KDgzly5MgjP+fOnbNvExAQQP369alXrx61a9d22YNOZGQkJ06csAd/Hvy5P9hvbC5dukTXrl35/vvvmTJlCqVKlcJqtbJz507++usvli9fzs6dO3mwY8Vzzz3H9OnT3RaoMZvNVK1alapVqzJ27FhCQkKSbDDn2rVr88svv/DVV1/RuHFj2rVrZ887ICCADz74gKlTp3Ly5En27t3LhQsXsFgs9O/fnyFDhmiGLDcrVKgQ48aNS+5iyEPu3r1LmTJleOWVV+jUqVO82585c4aXXnqJLl268NVXX7Fu3Tp69uxJ7ty5qV+//mP3rVatWrKNQaQAkYiIiIhICmcYBiEhIVy4cIFLly5x4cIFLl68yMWLF2P8ffHiRXv3FE9PT1q0aEG3bt2oXbu2010poqKimD59OhMmTHjsbErZs2fnxo0bHDt2jGPHjvHll19iNpupVKkSdevWpX79+lSqVAlvb288PDxi7Z5kGAbBwcExgj9Hjhzh6NGjnDp1CqvVGmf++fPnp0SJEgQGBlKiRAlKlChB8eLF+fXXXxk1ahQbNmygcuXKNGzYkK1btz7SRaNChQo8//zzNG7cmOrVqydZ1xOTyZTkM301btzY3n3tQT169CBnzpy88cYb/PXXX0D0wMnffvstVapUSdIyiqQkDRo0oEGDBgne/ptvvqFQoUKMHj0aiB60fMuWLUyfPj3eAFFySjMBovtfFo/70hCRmFRvRJyjuiPiHNWd2FmtVk6cOGEP9ly6dClGwOf+T1hYWILTzJw5MyEhISxYsIAFCxYQEBBAy5YtyZs3L7ly5SJ37tzkypWLXLlykTlz5jiDIZs2beL999/nwIED9tcKFSpEyZIlCQwMjPE7e/bs3Lx5kw0bNrB69WrWrFlDUFAQ27dvZ/v27XzyyScx0jaZTHh4eODp6Wn/HRkZya1bt+I8Ll9fXwICAggICKBEiRIxfvv5+cW6z/vvv0+rVq3o27cvf/zxh32Q5cyZM1O/fn2ef/55GjRoQN68ee372Gy2BL/XSSEp607btm3JmjUrAwYMoH79+nz44YdkzJhR9VZSnbjqzf3Wgrdu3Ypx7fP29sbb29sleW/fvp06derEeK1+/foMGjTosfsVLFgwWcf2SjODVJ85c4ZUfigiIiIiko5ERkayZMkSvvnmm1inUI+Nv78/OXPmtP/kypUrxnLOnDnJkSMHXl5eHDlyhAULFrB06VL7TFyx8fLyIlu2bGTLlo3s2bOTPXt2smXLxsWLF+2tSDJnzkyPHj1o2rQpPj4+CT7Gy5cvs23bNrZu3crWrVvtszQ9jslkIm/evBQpUoTChQtTpEgR+0+uXLkS1bJn06ZNHD58mAoVKlCuXDk8PT2dTktEUieTyUThwoUpU6YMoaGh9tcHDBjAwIED490/a9as8Y5BVLlyZV5++WX69Oljf23FihW89NJLXLhwIc7raHBw8GO7l0VFRbF3714qVaoUbzmdkWZaEBUrVowTJ05QvHhxjaYvkkBWq5Xjx4+r3og4SHVHxDlJXXcMw2D79u3cu3ePypUrOxTYSKjTp08zfvx4bt26hb+/P76+vvj5+eHn54evr2+M1x5ct3LlSj777DP72D0+Pj4ULFiQvHnzxvqTL18+8uTJ49AxBAYG0qJFC27fvs2CBQvYs2cPly9f5sqVK/af27dvExERwaVLl7h06dIjaZhMJrp06cLIkSPJkSOHw+9PYGAgtWrVAv5/5qDIyEiioqLsv+//REZG2h/c3PFZ3S9PaqTvHRHHxVVvDMMgIiKCAwcOPNKCKLmVLFmSI0eO2INENWrU4Oeff7YP/n/9+nUaNmyoWczic/8Dt1gsumiKOEj1RsQ5qjsizkmKuhMUFETfvn1Zvnw5ED0eT+XKlXnmmWdo2rQpNWrUSHQec+fOpUePHty+fdvpNHLnzk2fPn3o1q1bjCnUXSlLlix07do11nVhYWH2YNH94NH93/fu3eO1116jatWqLiuLv7+/y9JKj/S9I+K4h+vN/Z5H7pzmPleuXI+0mAwODsbf3/+xAfCHe0WdO3eOqKiox27jSmkmQCQiIiIicuvWLT7++GMmT55MVFQUnp6e5MiRg4sXL/LPP//wzz//8Omnn/L8888zZswYypUr51QePXv2ZO7cuUD0f3jbtm1LaGgooaGh3Llzx/73wz937tzh9u3b5MqVi549e9KlSxe3tZZJCB8fHwoXLuy22bpERNKjKlWq8Pfff8d4bc2aNS4JuLtzAH0FiERERJLZqlWrmDhxIuXKlWPs2LHJXRyRFOvatWvs37+fypUrPzIgsc1m48cff2TIkCH2rlJNmjTh008/pXjx4pw6dYqNGzeyevVqfvnlF5YvX86KFSt4+eWX6dKlC8ePH2fPnj3s3buXa9euUbduXV544QXq1KmDl5cXUVFR7Ny5k1WrVvHdd99x+vRpLBYLQ4YMYeDAgXh46LZaRCStCg0N5dSpU/blM2fOsH//frJkyULBggUZOXIkFy9e5MsvvwTg9ddfZ9asWQwfPpxXXnmF9evX89tvv/HTTz8l1yEkiL7JREREksmOHTsYOnQoq1evBuDvv/+mWrVqtGzZMnkLJpJMQkNDOXr0KH5+fmTNmpUsWbIQEhLC4sWLWbhwIatXr8ZqtZI5c2Zef/113nnnHYoUKcKOHTvo3bs3W7duBaB48eJMmDCBJk2a2NMuVqwYxYoVo3PnzgwbNozhw4fzyy+/8OOPP/Ljjz8+UpajR48yY8YM/P39qVSpErt37yYkJMS+vkiRIvzwww9Ur17d/W+MiIgkqz179vDCCy/Yl4cMGQJAhw4dmDZtGpcvX44x2UDhwoX56aefGDx4MDNmzCBfvnxMnjw53inuTSYToaGheHt7YxiGffn+7I6J6dKcEGlmFjMvLy+OHj1KYGCg+uWKJJDVaiUoKEj1RsRBia07R44cYcSIEfz6669A9AxCFSpUYOvWreTNm5d9+/aROXNmVxdb3CgsLIwMGTK4tdl3WhBX3YmMjGTWrFmMGjWKq1evxtjHZDLFGG8hW7ZsXL9+HQCz2UzVqlXZunUrhmHg5+fH4MGD6dGjR4IGG92xYwcjRozg4MGDlCpVinLlylG+fHn8/Pz466+/+OOPP2IM3JwlSxbq1q3Lc889x0svvUSmTJkS+5aIJIju2UQcF1e9uT9gvjvHIHJWtmzZYpTpfpDo4WUNUi0iIpLKnTt3jtGjR/P9999js9kwmUy88sorDBs2jDx58lCxYkWOHz/OkCFD+OKLL5K7uJIAt2/fpk+fPvzwww9kzZqVypUrU7lyZapUqULlypXJnTt3chcxRTMMg6VLlzJw4ECCgoKA6OmDo6Ki7P8lNQyD8uXL06ZNG1q3bk3x4sVZtmwZX3zxBStXrmTLli0AdOzYkTFjxpAvX74E51+5cmX+/PPPWNe98MILfPHFF+zYsYM9e/ZQoUIFKlasqIdzERFxmyVLliRr/mpBJJKO6b9RIs55XN2Jiori+vXrXLt2Lcbvffv2MXPmTO7duwdEP3yOHDmSMmXK2Pddt24dDRo0AKIHMqxZs2bSHZQ4bPv27XTu3JkTJ07EuU3hwoVjBIwqVqz4yNg56cXp06d59dVX2bt3Lx4eHva6c+PGDQBy5MjB8OHDeeONN/D09CQqKoqbN29is9nIlStXrGkeOHCARYsW0bBhQ3X1kjRN92wijkuNLYiSm1oQiYiIOMBqtfLbb7/xxx9/YLPZuHHjBteuXbP/PDhGSWyeffZZxowZE+vDbO3atXn99df55ptvePvtt9mxY0eCuslI0rJarUyYMIGRI0cSFRVFwYIFmTVrFpkyZWLHjh1s376d7du3c+TIEc6cOcOZM2dYuHAhEN0l6sknn6RKlSoULlwYb29v+0/p0qXTbFBw9+7dtGjRIkZ3rfu8vb3p0aMHAwYMiNG10sPDgxw5cjw23TJlysQIsoqIiKRle/fu5eOPP3bbYNcKEImIiCTA7du3+f7775kyZUqMWSzikiVLFrJnz062bNnInj07OXPmpG3btjz//POP/W/V2LFj+fPPPwkKCmLkyJGMHj0as9nsykMRJ/377798//33fPvtt5w5cwaAF198kalTp5I1a1YAKlWqxFtvvQVET4W+a9cue8Box44dnD9/noMHD3Lw4MFY8+jUqRMTJ050egwqq9XKsWPH2LVrF8eOHaNhw4Y8/fTTTqXlKsuWLaNDhw7cuXOHMmXKMHToUEqXLo1hGNhsNvLkyUO2bNmStYwiIiIpxapVq1i7di2enp507tyZIkWKcPToUUaOHMmyZcuoV6+e2/JWFzORdEzNlUViFxUVxalTpwgKCiIoKIjDhw/z+++/21sHZc+enYYNG1K2bFly5sxpDwLd/501a9ZETXm9YMECXn75ZQAKFixIhw4d6NixI08++aRLjk8Szmq1snz5cmbNmsXSpUux2WxA9Dg5n3zyCZ07d3aoefrFixftrYyCg4O5d+8e9+7dIzQ0lOXLl2Oz2ewtkurWrQtEn4/Hjh3j33//tQcbc+bMiYeHB0FBQezatYvdu3eza9cu9u7dS2hoqD0/s9nMZ599Rvfu3ZOlGf23335L9+7dsVqt1KtXj7lz53Lp0iV974g4SPdsIo5LjV3MZs+eTa9evciaNSs3b94kW7ZsjB49mgEDBtCqVSvefvttAgMD3Za/AkQi6ZhuNkRiCg4OZvr06cyYMYPg4OBH1gcEBNCrVy86dOjAuXPn3FZ3DMNgzJgxTJ48mZs3b9pfr127Nj/99JNaWySBs2fP8t133/Hdd9/FmLb2mWee4fXXX6dNmzb4+Pi4NM/Nmzfzxhtv2Mc0atKkCRcvXuTQoUP2sase5OHhQVRU1COvZ8yYkfLly+Pr68vKlSsB6NatG5MmTcLT09OlZY6LYRh89NFHjBkzBogeQHrGjBlYLBZ974g4QfdsIo5LjQGimjVr8tJLL9GzZ08WL17Ma6+9RuXKlfn222/Jnz+/2/NXgEgkHdPNhkh064xDhw4xY8YMZs+eTXh4OAA+Pj6UKFGCwMBAAgMDqVq1Kg0aNMBsNidZ3QkPD2fp0qXMnj2b5cuXExUVxXPPPcfixYsfaaF0584dduzYQY0aNRwOAtzfd9u2bfj4+NCwYUMCAgJS3E2Tq+zevZscOXJQsGDBR9bdvn2bHj16MH/+fHtroezZs9OpUye6dOni9lZcoaGhDBw4kK+++irG6xkzZqRQoUKEhIQQHBxsDwz5+vry1FNPUbFiRSpUqECFChUoWbIkFosFwzCYOHEigwcPxjAM6taty5w5c8iZM6dbjyEyMpJ33nmHH374AYCBAwcycuRITCaTvndEnKS6I+K41Bggyp8/P//88w+FChXCMAxy587N4sWLk2wiBo1BJCIiKYrVaiUyMhJvb+94v7Tv3bvHuXPnOHfuHGfPnuXMmTOcO3eOGzduEBgYSPny5SlfvjzFixfnypUrHDt2jKNHj8b4ffLkyRitMCpVqkTv3r1p3bp1orqJuUKGDBlo3bo1rVu3Zs+ePdSpU4eVK1cydOhQxo0bZ9/u3LlzNG/enIMHD/LMM88wd+5c8uTJ89i0r169ysSJE1m9ejV79+7FarXGWF+sWDEaNWrE888/T+3atcmYMaNbjjEpRUVFMXjwYP73v/+RIUMGhg0bRu/eve2f88GDB3nppZc4evQoAHXq1OH111+nZcuWZMiQIUnK6OfnxxdffEG7du3YsmULJUqUoEyZMhQrVsw+FpVhGNy8eZPbt2+TP3/+OB8WTSYTH3zwASVKlKBz586sWbOG/PnzU6BAAXvgs2XLltSpU8dl5b916xbt27dn5cqVWCwWpkyZQteuXV2WvoiISFoWFhZmb6FsMpnw9vaO957OldSCSCQd03+jJDkYhhFr4Mdms/H1118zfPhwrl27hslkImPGjGTMmBFfX198fHzsy/cDQxcvXkxQnmaz2d4aJDY+Pj7Uq1ePPn368Mwzz8QbmEquuvPLL7/QsWNHAH744Qfat2/P3r17adGiBRcuXLBvlzdvXubPnx/r4MRRUVF89dVXfPjhhzG6r+XPn59q1apx8+ZNNmzYQGRkpH1dhgwZqF27No0aNaJJkyYULVrUfQfpJKvVyj///MPixYvZtm0bTz/9NG+//TaFCxcG4MqVK3Ts2JF169bF2O+pp55ixowZBAUF8fbbb3P37l0KFCjA3Llz09S06fv27aNTp04cPnw4xusmk4n169dTrVq1ROdx4cIFmjdvzr59+8iYMSPz5s2jcePGMbbR946Ic1R3RByXGlsQZcuWjSFDhuDn5wfAhx9+SI8ePciePXuM7e5PiOFqChCJpGO62RB3unDhgn3Q3JMnT3Lq1ClOnTrFpUuXePrpp+nUqRNt2rQhU6ZM7Nu3j3fffZetW7c6nI+Pjw8FCxakcOHCFCxYkEKFCpEpUyYOHz7M3r172b9/P2FhYZjNZooWLUpAQAABAQGUKFHC/nf+/PkdmiksOevO0KFD+eSTT/Dx8WH06NF8+OGH3L59myeffJJJkybRu3dvDh8+jIeHB59++ikvvPACERERREREcPr0aYYOHcqBAwcAKFeuHB988AHPPPNMjO5Wt2/fZs2aNSxfvpxly5Zx7tw5+zqTycSbb77JRx99lCRjId2+fZvTp09TsmTJR7rOhYWFsWrVKhYvXsyff/75yLhRZrOZF154gRdeeIERI0bw77//4ufnx6xZswgNDaVfv37cuHEjRgCxfv36/PDDD27vhpVcrl+/ztGjRwkKCuKnn35i5cqVlCpVim3btuHl5eV0ugcPHqR58+acO3eOXLly8fvvv1OpUqVHttP3johzVHdEHJcaA0TlypWLt0wmk4k9e/a4JX8FiETSMd1siKtcvnyZXbt2sXPnTnbu3MmuXbsS1LrHx8eHZ555htWrV2O1WvH392fkyJF06tSJsLAw7t69+8jPnTt38PDwsAeEcuTI8dgvUqvVyoULF8idO3eiHoAfTjO56o7VaqVVq1YsW7bM/lrt2rX55ZdfyJIlC6GhoXTr1o0FCxbEmUa2bNn46KOPeOONN+Itv2EYHDp0iOXLl7N06VLWr18PRI/LM2bMGF577TWHgmuO+PPPP+natSvXrl3D19eXp59+mmeffZa8efOydOlSVqxYwd27d+3bZ82alSZNmlC9enV+/fVXVq9eHSO9wMBAfv75Z/s4QpcvX6ZPnz788ssvAAwaNIjhw4enm+vhtWvXKFeuHMHBwQwfPpyhQ4c6lc66det48cUXCQkJoUSJEixZsiTOVmb63hFxjuqOiONSY4AouSlAJJKO6WZDnHH16tUYwaDdu3fHaGFyn9ls5sknn6RChQqUKFGCokWLUqxYMTJnzszvv//ODz/8QFBQkH37Vq1aMXHixCSZoSGxkrvu3Lx5kxo1anD8+HE6dOjAV199hbe3t329YRh8/vnnjB07lrCwMLy8vPD09CRDhgy0aNGC4cOHO936Z926dfTq1YtDhw4BULVqVSZPnkzFihVj3T48PNzh8Xvu3bvHoEGD+OKLLwDw9PSM0eXtQQULFqR58+Y0b96cZ555JkYro4MHDzJ9+nTmz59Pw4YN+fLLL8mUKdMjaWzatAkPDw+XdLNKbX766Sc6deqEp6cn27dvp1SpUg7tP3/+fLp27UpERAQ1atRg4cKFjzSDf1By1x2R1Ep1R8RxChA5TgEikXRMNxuSEHfu3GHdunX8/fffrFixgmPHjj2yjclkIjAwkEqVKtl/ypUrh6+vb5zpGobBjh07+Pvvv6lcuTINGzZ052G4VEqoOzdv3mTv3r3UqlUryW9uIiMjmTp1KqNGjeL27duxdjvbvHkzEydOZMmSJXTu3JkZM2YkqKVRUFAQr7zyCnv37gWgZ8+ejBo1iuPHj7NhwwbWr1/PxYsXqVu3Li1atOCpp56K9/jjGvdKot+bVq1asXTpUp5++mnWrFmD2Wxm+/btTJo0iRMnTtC+fXu6du2Kv7+/fb+goCDGjh3L3LlzgegA73fffWcfWDMuKaHuiKRGqjsijkuNAaKwsDDWrVtHo0aNABg5ciQRERH29WazmSFDhrht8gwFiETSMd1spGxXr17F398/RsuQpGAYBgcOHGDFihX8/fffbNy4McYXE0BAQAAVK1a0B4OeeuqpGA+PaZ3qTrQLFy4wcOBA5s+fD0R3O3vvvfdYvnw5W7ZsibHtm2++yRdffBHnjZhhGPzwww/06tWLu3fvkiNHDmbNmkWTJk3cfhzp3blz5yhfvjyhoaG8/fbbHDhwgI0bN8bYJkuWLLzzzjs0bdqUadOmMX/+fPu4Te+//z7jxo1LUABQdUfEOao7Io5LjQGib775hhUrVtjvrQoWLEjJkiXtAaFjx47Rs2dPunfv7pb8FSASScd0s5GyXLp0ifXr17N27VrWrl3L8ePHyZo1K6+99hpvvvkmxYsXT1T6hmFw4cIFsmfP/sh/Ha5du8aqVatYsWIFK1eujDEjFkCRIkVo0KABDRo0oE6dOmTJkiVRZUntVHdierjbGYCXlxevvPIKpUuXpm/fvhiGQe/evRk3btwjN2MhISG8++67/PzzzwDUrVuXb7/9lnz58iXpcaRn06dPp1evXvZlT09P2rdvT+XKlfniiy9ibTnYrFkzhg4dGmf3wtio7og4R3VHxHGpMUDUuHFjevbsaZ8FtGDBgmzYsIEiRYoA0V3Dv/76a1asWOGW/D3ckqqIuMT9+G1Ku3BJ4twP1Ozevdv+s2fPHs6fP//Itjdu3GDSpElMmjSJhg0b8tZbb9GkSZNYbw4NwyAqKuqRmZ4Atm7dysCBA9m0aZN9Nq/AwEAKFy7Mjh072LFjBw/+v8DHx4c6derYg0IlSpTQeShxql27Ntu3b2fq1Kn8+OOPNG7cmO7du5MnTx4A/P396datG5MmTcLPz49hw4ZhGAZXr15lz549vPfee5w6dQqLxcKHH35I37599QCUxN566y17y6/XX3+dd9991z4eWLdu3fj999/55JNP2LVrl1OBIREREYnfqVOnKF26tH3Z29s7RgvdSpUq0a9fP7flrxZEIinQxYsXGT16NN9//z0FCxakcePGNG7cmFq1arm0u5H+G+U6Fy5c4OTJkxQrVoy8efPagymGYXDq1Cn27NljDwTt3r2bK1euPJKGyWSiXLly1KlTh9q1a1OjRg22bNnCjBkzWLZsmT2AU6hQIbp27UqXLl3IkSMHmzdvZtGiRfz222/2KeQbNmzI888/j6+vL8OHD2fRokXxHkOZMmVo2LAhDRo0oGbNmm7r25wWqO447osvvqBPnz4AFC9enAsXLsSYgaxIkSLMnj07XQ4UnVLEN1aTYRgYhpGoWetUd0Sco7oj4rjU2IIob968rF+/noCAgFjXHz16lFq1anHp0iW35K8AkUgKEhISwoQJE5g8eTJhYWGPrPf19aVevXo0adKERo0aJXq2J91sJN7p06f55JNP+P777+2zLPn6+hIQEECmTJnYt28fN2/efGQ/i8Vin+Hr/k/58uXx8/OLNZ+TJ08yc+ZMvvvuO65duwZEdwHJkiULwcHB8ZbTZDLx6quvMnz4cDw8PDhy5AhHjhzh9OnTPPnkkzz33HOpYvawlEJ1xznjxo1j+PDhMV7LkycPzz//PJ9++mm677qYHqjuiDhHdUfEcakxQFSpUiVGjBhB8+bNY13/66+/MmrUKHbt2uWW/BUgEkkhVq5cSadOnewP/9WrV+fDDz/k1q1b/PXXXyxbtoyLFy/G2Kd8+fIMGjSI1q1bO5Wnbjacd+LECcaPH8+cOXOIiooCoECBAly8eBGr1RpjWy8vL8qUKRMjGFSmTJl4Z/uJTXh4OAsWLGDGjBls3boVgKxZs9KsWTNatWpFYGAgq1evZtmyZaxdu5Y7d+7QqFEjxowZQ9myZRN/4AKo7iTGnj17uHHjBgULFqRgwYJJPgi7JC/VHRHnqO6IOC41BogGDhzIunXrWLNmzSOt+cPCwqhXrx61a9dm3LhxbslfASKRFGD37t3Uq1ePO3fuULJkSUaPHs0LL7wQ44JlGAZ79uxh6dKlLFu2jG3btmEYBh4eHpw5c4acOXM6nG9avdnYvHkz+/bt46WXXiJr1qwO7RsZGcnPP//M/PnzKVCgAF26dKFKlSr2z+LYsWOMGzeOuXPn2gNBzz33HEOGDKFmzZpERkZy6tQpjh07xo0bNyhTpgylSpXCy8vL5ce5f/9+bt68SfXq1WMdd+jevXvcuHHDPg6MuE5arTsi7qa6I+Ic1R0Rx6XGANGVK1eoVasWnp6eMSapOXbsGDNnzsRqtbJu3Tpy5crllvwVIBJJZqdPn+bZZ5/l8uXL1K9fn99//z1BwYTg4GCaNm3Knj17mDBhAj179nQ477R2sxEWFsawYcOYPHkyAH5+fnTt2pWePXtSoEABbty4we+//87PP//M1q1bKVOmDLVr16Zu3bqULl2aH3/8kSlTpjwyWHTp0qXp3Lkze/fujTG1c6NGjRg8eDDVq1dP8mOV5JXW6o5IUlHdEXGO6o6I41JjgAjgzJkzfPDBB6xZsybGpEV169ZlwoQJ9hnN3EEBIpFkdP36dWrVqsXRo0cpW7Ysa9asIVOmTAne/8svv6Rnz56UK1eOHTt2OJy/1Wpl7969lCtXDg+P1D2p4Y4dO+jSpQtBQUFA9IC3p0+fBqLH6qlSpQrbt2+3jxP0OLlz5+bNN9/k1KlTLFy4kPDw8BjrmzRpwpAhQ6hSpYrLj0NSB92oizhHdUfEOao7Io5LrQGi+27cuMHJkycBKFasmMM9I5yRup8IRVIJm83G/Pnz2bRpE3ny5KFQoUIUKFCA0aNHc/ToUQoUKMDixYsdCg4BtGvXjr59+7Jv3z727NnDU089leB9T5w4QZ8+ffjrr7/InTs3lSpVonLlyvafHDlyOFQWq9XKvn372LBhA15eXnTr1i1RM90kRHh4OBs3bmTJkiV89dVXWK1W8ubNy5dffkmjRo1Yvnw5EyZMYP369WzevBmInqmrbdu2PPfccxw8eJC1a9eydu1aLly4QGBgIH369KFDhw72Pr+TJk1i/vz5LFiwgJw5c9KvXz9N7SwiIiIiIm5lNpvtz1Pufq66Ty2IRNxs165d9OrVyz6g8MMyZ87MmjVrKFOmjFPpv/zyyyxYsIAePXrw2Wefxbt9WFgYn376KZ9++in37t2Lc7siRYpQqVIlqlSpQuXKlalQoQL+/v729VFRUezevZv169ezYcMGNm3aREhIiH39gAEDGDVqlFPHFBfDMDh69CgrVqzg77//Zt26dTFme3vxxReZMmUK2bNnj7Hftm3b2LVrF7Vq1aJUqVKxpnvt2jWyZcuWZBdfSd30n1wR56juiDhHdUfEcam1BdHZs2fp27cvq1evjtHFrH79+nz66acUKlTIbXkrQCTiJpcuXeKjjz7i66+/xjAM/Pz86NKlC3fv3uXcuXOcPXuW8PBwZs2aRa1atZzOZ9myZTRv3pwcOXJw+vTpx45f9Oeff9KnTx9OnToFQL169XjrrbfImTMnu3fvZseOHezYsYNjx449sq/JZKJkyZJUqlSJK1eusHnzZkJDQ2NskylTJp566inWr18PwFdffcVrr73m9LFBdB1fvnw5S5Ys4e+//7Z3G7svX758NGjQgNatW9O4ceNE5SWSULpRF3GO6o6Ic1R3RByXGgNE58+fp379+nh4ePDGG28QGBgIwJEjR/jmm2+wWq2sWrWK/PnzuyV/BYhEXOTq1ats2LCB9evXs27dOg4cOGBf16FDB8aOHUu+fPlcnm9UVBRPPPEEFy9e5Oeff6Zly5aPbHPq1Cn69OnDn3/+CUD+/Pn59NNPadmyZaz15ubNm+zatYvt27ezY8cOdu7c+cjAzQBZsmShZs2a1K5dm1q1alG+fHksFgsffvghH3/8MR4eHixZsoT69esDcOfOHb755hs2b97MiBEjKFmy5GOP7ciRI/Ts2ZO1a9faX/Py8uKZZ56hYcOGNGjQgDJlyqS4C7ukfbpRF3GO6o6Ic1R3RByXGgNEPXr04OTJkyxcuDDWae5ffPFFnnjiCfukPK6mMYhEnPS4gNB9VatWZezYsTz77LNuK4eHhwcvv/wyn332GT/88EOMAFF4eDgTJkzgk08+ITw8HA8PD3r16sWQIUPw8/OzT9P+sCxZslCvXj3q1atnf+3SpUvs2LGD3bt3kyVLFp599lnKli0b603KiBEjOHXqFPPmzeOll15i8eLFrF+/nsmTJ3P16lUAtmzZwtq1aylcuPAj+9+9e5exY8cyceJEIiMjyZAhA6+++iqNGzemdu3a+Pr6JvJdExERERERSbiZM2cyZcoUrly5QpkyZRg/fjyVKlWKc/vp06fzzTffcP78ebJly0aLFi0YPnz4I4GfB61atYqvv/461m18fHwYPHgwXbt2dcnxxEYBIpFY3Lx5k8WLF2OxWMiZMyc5c+Ykc+bM7N2797EBodKlS9tb0zz77LPkzJkzScrbqVMnPvvsM/766y8uX75M7ty5+euvv+jdu7d95Pu6devyv//9jyeffNKpPPLkyUOzZs1o1qxZvNuaTCa++uorzp8/z4YNG6hTp459XbFixTCbzRw/fpzGjRuzZs0acufObV//559/0rt3b3tXssaNGzNp0iSKFSvmVLlFREREREQSY9GiRQwdOpSJEydSqVIlvvzyS9q0acP27dtjfeb75ZdfGDlyJFOmTKFatWocP36cd999F5PJxJgxY+LM59q1a48dY6hIkSLcuHHDJccUGwWIRB5gGAY//vgjgwYN4vLly/Fun1wBoYeVKlXKPo37Z599xokTJ1iyZAkQPUbPJ598Qtu2bZO0CaW3tze//PILtWrV4ujRo5QqVYoBAwbQtm1bLl++TJ06dTh+/DjNmjVj5cqVhISE0KdPHxYvXgxAgQIFmDhxIi1atEhxTT9FRERERCT9mDZtGp07d6Zjx44ATJw4kRUrVjBnzhx69+79yPbbtm2jWrVqtG3bFoBChQrRpk0bduzY8dh8cufOTVBQUJxjDB0+fJhcuXIl8mjilmYCRPe7ysTVZUYkPgcPHuT9999n48aNADzxxBMUKlSIq1evEhwczPXr1wkICODZZ5+lVq1aPPPMM48EhJLz/HvllVfYvn07//vf/4DormfvvfcegwcPxt/fH5vN9sg+7q43mTNnZv369Rw+fJiqVavaZwjLkycPf/zxB/Xr12fv3r3Url2b06dPc/fuXTw8POjRoweDBw/Gz88v1nKLJDd954g4R3VHxDmqOyKOi6ve3B+G+datWzH+Ee3t7Y23t/cj6URERLBnz54YgSCz2Uzt2rXZvn17rHlXrVqVn3/+mZ07d1KpUiVOnz7N33//Tbt27R5b5qZNmzJs2DDKlStHjhw5YqwLDg7mww8/pGnTpo9NIzHSzCDVZ86cIZUfiiSTO3fuMGPGDH788UesVisZMmSgW7dudOrUCU9Pz+QuXoLdunWL559/nrCwMCpXrszAgQMpXrx4chfrsY4cOULXrl3ts6FVqFCBIUOGpPhyi4iIiIhI6mQymShcuDBlypSJMSvzgAEDGDhw4CPbX7x4kVKlSrF8+XKqVq1qf3348OFs3ryZlStXxprPjBkzGDZsGIZhEBUVRZcuXZg4ceJjy3bz5k2ee+45rly5Qtu2bSlRogSGYRAUFMTChQvJlSsXf//9N1mzZnXy6B8vzbQgKlasGCdOnKB48eIa2V84cOAAN27coHr16nEGeQzDYOHChfTv35+LFy8C0Lx5cz799NPH9vtMydasWcO1a9eoW7dugrplWa1Wjh8/nmz1JjAwkDx58jB+/HhatmzJK6+8Ym9lJJKSJXfdEUmtVHdEnKO6I+K4uOqNYRhERERw4MCBR1oQucrGjRuZOHEiEyZMoFKlSpw6dYqBAwfy6aef0q9fvzj3y5IlCytXruSjjz5i0aJFhISEANE9M9q0acPw4cPdFhyCNBQguv+BWywWXTTTgZCQEHx9ffHwiHkK22w2PvnkEz788ENsNhtZsmShSZMmvPDCC1SuXJnr168THBzMlStXmDt3rj3a+8QTTzBp0iQaNWqUHIfjMhUrVnRqv+SsNzVq1OD3339PlrxFEkvfOSLOUd0RcY7qjojjHq4393seJXSa++zZs2OxWAgODo7xenBwcJzjAY0ZM4Z27drRuXNnIHrs2jt37tC7d28++OCDx/5TPEuWLEycOJHPPvvMPgN0jhw5MJlMBAcH89lnn/HBBx/EW25npJkAkaQfq1atomXLluTMmZOePXvyxhtv4O/vz9WrV+nSpQvLly8HwN/fn5s3bzJ37lzmzp0ba1re3t7079+ffv36PXa6QREREREREUl/vLy8eOqpp1i3bp19/B+bzcb69evjnHI+LCzskSDQ/SBVQofGMZlMj4x5e+nSJT7++GMFiMRxV69epXHjxoSEhNClSxfeeOMNt454DhAVFcWcOXM4cuQIhmFgtVqx2WyUKlWK119/PdHdhy5dusSrr77KvXv3OH/+PP3792fMmDG8+uqrLFy4kH///ZcMGTIwefJkOnXqxJYtW1i8eDFLlizh9OnT5MyZkxw5cpArVy6KFi3KBx98wBNPPOGioxcREREREZG0pnv37nTv3p0KFSpQsWJFpk+fzp07d+yzmr399tvkzZuXESNGANCoUSOmTZtGuXLlqFy5MidPnuTjjz+mUaNGKboVoAJEaVR4eDht2rRh7969AIwYMYLRo0fTpk0bevXqRaVKlVye5+7du3n77bfZvXt3rOuXL1/Od999h6+vr1PpW61WXn31Va5cuUKZMmV49913mTRpEkePHmXy5MkABAQEMG/ePMqVKwdAzZo1qVmzJuPHj8cwDE2XLiIiIiIiIg5p3bo1V69e5eOPP+bKlSuULVuWBQsW2BtgnD9/PkZjiL59+2IymRgzZgwXL14ke/bsNGrUiGHDhiXXISRImpnFzMvLi6NHjxIYGJiiI3JJwWaz0alTJ3755ReyZMnC8OHDmT9/Ptu2bQOip+T79ddfady4sUvyu3v3Lh999BGff/45VquVLFmy8Morr+Dt7Y3FYiE8PJwvv/ySiIgIKlasyKJFi8iXL5/D+YwZM4aRI0eSMWNGtmzZQsmSJbHZbCxZsoTp06dTtGhRPvnkE/z9/V1yXOmB1WolKChI9UbEQao7Is5R3RFxjuqOiOPiqjeGYRAWFpbgMYhSkv3791OnTh2uXbvmlvTVgiiVi4qKwmw2x4hWDh8+nF9++QVPT09+/vln6tSpw3vvvcfOnTsZNWoUS5cupVOnTqxfv55SpUolKv+VK1fy7rvvcurUKQBefPFFJk6cSJ48eWJs17p1a1588UV27drFM888w6+//kr58uUTnM/69esZNWoUAFOmTKFkyZJAdLCrRYsWtGjRIlHHISIiIiIiIpKchgwZ8tj19wetdhcFiNzkzp07vPfee2TJkoUxY8aQMWNGl6YfHh7O+PHj+eyzz/Dy8qJixYpUqlQJDw8PPvnkEwCmT59OnTp17PtUqlSJn3/+mcaNG7NhwwZat27Nxo0byZEjR5z57N69m1WrVlGmTBnq1KljH8j56tWr9O/fnzlz5gBQoEABpkyZYh+062E1atRg48aNtGjRgqCgIOrUqcOPP/5IkyZN4sw7KiqKQ4cOsWvXLvusZJ07d6ZTp06Ovl0iIiIiIiIiKdq+ffvi3aZGjRpuy18BIjew2Wx06dKF3377DYANGzbwyy+/ULRoUZekv27dOrp3786xY8eA6GDR2rVrWbt2rX2bIUOG2KfUe5CXlxc//fQTNWvW5OTJk7Rv356lS5fi5eVl3yY8PJxffvmFr776iq1bt9pf9/X1pUGDBlSoUIEpU6Zw9epVTCYT3bt356OPPoq3a1exYsXYsGED7du3Z/Xq1bRu3ZoJEybw7rvv2pv22Ww25s2bx9dff82uXbu4e/euff/AwEA+//xzp94zERERERERkZRsyZIlyZq/AkQJtHDhQoYOHcr777/PW2+99dhtP/zwQ3777Te8vLzInDkz+/bt4+mnn2bOnDk899xzTpfh+vXrDBw4kO+++w6APHny8NlnnxEYGMjOnTvZsWMHe/bsoWbNmgwfPjzOdHLkyMGiRYuoVasW69ev57XXXqNs2bKcPXuWM2fOsGvXLq5fvw6Ap6cn9erVY//+/Vy4cIHffvvNHvgqXbo0X375JdWqVUvwMWTJkoUlS5bQo0cPvvnmG/r06cPRo0eZOHEiK1asYNiwYezfv9++vb+/PxUrVqRy5cr06NHD6QGuRURERERERCRuGqQ6Afbv388zzzxDWFgYAB9//DF9+/aNddu5c+fy2muvAfD1119Tt25d2rVrx44dOzCbzYwdO5bevXs7lL9hGMyfP59+/fpx5coVALp168bo0aPJkiWL08e1dOlSWrVqRWynQKFChejatStdunQhd+7cGIbB7t27WbJkCdu2baN27dq8//77MVoeOXpMkyZNYtCgQRiGQZ48ebh06RIAmTNnpk+fPrRq1YoSJUrEGF9JXEsDHoo4R3VHxDmqOyLOUd0RcVxqHKT6/nAx8enfv79b8leAKB63bt2ievXqHD9+nEKFCnH27FkAhg4dyrBhw2KcUFu2bKFBgwbcu3ePfv36MWbMGCC6y1aPHj34/vvvAZg3bx5t2rRJUP6nTp2iR48erFixAoAnn3yS6dOnu6zf4Q8//MC8efPIly8fhQsXpkiRIjzxxBNUr149Sb58fvvtN1599VXCwsLIkCED7777Lv369SNbtmxuz1t0syHiLNUdEeeo7og4R3VHxHGpMUCULVs28ubNS44cOWJtyAFgMplYt26dW/JXF7P/3Lhxg5MnT1KxYkX7SWIYBt26deP48eMULFiQLVu28PXXXzNs2DBGjx5NWFgYbdu2Zdu2bWzdupWlS5dy7949mjdvbp9xCyBDhgx89dVXZM+enYkTJ/LOO+9QpUoVChUqZN/GMAz+97//MWPGDCIjIzGZTJhMJi5dusS9e/fw9vZm8ODBfPDBB0632olN586dYx2rKKm0bNmSjRs3snTpUjp27EiBAgWSrSwiIiIiIiIiyeW5555jw4YNPPXUU3Ts2JFGjRolaY8atSAienyhHj16cPXqVQICAujWrRudO3dm9uzZ9O3bF09PT1avXm0fa2fKlCl88MEHsaZVsWJFVq5ciZ+f3yPrIiMjqVOnDtu3b6dmzZr8/fffeHh4YBgGH374IWPHjo01zdq1azN16lRKlCjh0HGJxEf/jRJxjuqOiHNUd0Sco7oj4rjU2III4OLFi8ybN4958+Zx+/ZtXnrpJV555RUCAgLcnne6DhBdv36dXr168dNPPwHRTbXuvx0ZMmQgKiqKqKgoJk2axLvvvhtj31mzZtGzZ0/8/f2pUqUKVapUoWrVqtSrVw9vb+848zxx4gRVq1bl9u3bDBs2jKFDhzJ06FA+/fRTAD766CP7QNaGYeDj40Pp0qVT5IkrqZ9uNkSco7oj4hzVHRHnqO6IOC61BogetGnTJubOncuSJUt48skn+e233/Dx8XFbfum2i9nKlSt5/fXXuXTpEhaLhX79+vH++++zcOFCZsyYwb59+wBo27Yt3bt3f2T/rl270qFDBzJmzOjQSfXEE08wZcoUXnvtNcaMGcOhQ4dYuHAhABMnTuS9995zzQGKiIiIiIiISKpVsWJFzp07R1BQEPv37ycyMlIBIlcLCgqidevWhIeHExgYyDfffEOVKlUAePPNN+natStbtmxh3759dOrUKc4AkLNTrr/88susXLmSOXPm2INDn3/+Oe+8845zByQiIiIiIiIiacK2bdv48ccf+fXXXylevDgvv/wybdu2JVOmTG7NN90FiKKionjjjTcIDw+nXr16/Prrr49E4EwmE08//TRPP/2028rx+eefs23bNo4ePcrUqVN588033ZaXiIiIiIiIiKRsn3/+OfPmzePatWu0bduWpUuXUqZMmSTLP90FiCZOnMi2bdvIlCkTM2fOdGvzrMfx9/dn27ZtBAcHU7hw4WQpg4iIiIiIiIikDCNHjqRAgQK0bNkSk8nEvHnzYt1uzJgxbsk/XQWIDhw4wEcffQREB4oKFiyYrOXJmDGjgkMiIiIiIiIiQo0aNTCZTBw5ciTObdw5sHa6CRBFRkbyxhtvEBERQdOmTenUqVNyF0lEREREREREBIA//vgjWfNPswGi4OBgTp8+TWhoKHfu3GH58uXs3r2bbNmyMX369BQ/nZ2IiIiIiIiISFJJkwGi06dPU65cOcLDwx9Z9/nnn5MnT55kKJWIiIiIiIiISOzi6umUKVMmnnjiCTp37kyOHDncln+aDBDNnTuX8PBwMmXKRIECBfDz88PX15dmzZrRrl275C6eiIiIiIiIiEgMcU1jHxISwg8//MCUKVP4888/KVWqlFvyT5MBop9//hmIHoi6c+fOyVwaEREREREREZHHmzp1apzrbDYbvXr14qOPPmL+/Pluyd/sllST0cGDBzl06BBeXl60aNEiuYsjIiIiIiIiIpIoZrOZbt26sXfvXvfl4baUk8kvv/wCwPPPP0/mzJmTuTQiIiIiIiIiIonn6+vL3bt33ZZ+mgoQGYbBggULADTWkIiIiIiIiIikGWvWrKF48eJuSz9NjUF0+PBhTpw4QcaMGWnWrFlyF0dEREREREREJEGWLl0a6+u3bt1i7969zJ49m88//9xt+aepANGyZcsAaNq0Kb6+vslcGhGR/2PvrsOjuLoADv9md+NGIApJgBDcNbhT3N1LS1sK5Su0tEVqQFugLbRQgRrFobhbcYdAcQ8BQgiEYHEiO/P9sWQheEKc8z4PDxm7c1fu7uyZe88VQgghhBBCiBfTq1evJ663t7enaNGiTJ48mY4dO2bY+XNNgEhVVTZu3AjI8DIhhBBCCCGEEELkLLdv387S8+eaHEQBAQFcv34dR0dHmjZtmtXVEUIIIYQQQgghhHhhO3bsoHr16kRGRj62LSIigho1arBnz54MO3+uCRAtX74cgNatW2NtbZ21lRFCCCGEEEIIIUSu8ccff1CuXDk8PDxo3Lgxhw4deub+ERERDBs2jBIlSuDu7k6VKlXMo56eZurUqfTp0wdHR8fHtjk5OfH666/z66+/vtTjeJZcEyBauXIlAJ07d87imgghhBBCCCGEECK3WLp0KZ9++imffPIJ27Zto0yZMnTs2JHw8PAn7p+QkED79u0JDg5mxowZBAQEMHnyZDw9PZ95nhMnTtCoUaOnbm/QoAFHjhx5mYfyTLkmB9HNmzdxcnKiYcOGWV0VIYQQQgghhBBC5BK//vorffr0oWfPngBMmjSJjRs3MmfOHIYOHfrY/nPmzOHOnTts2LABCwsLAHx8fJ57nvDwcPP+T2IwGLh161YaH8Xz5ZoAkbOzM1WrVkWn02E0GrO6OkLkCMltRdqMEKkjbUeItJG2I0TaSNsRIvWe1m40TQNMU8crimJeb2VlhZWV1WPlJCQkcOTIkRSBIJ1OR7169QgICHjiudetW0fVqlX56KOPWLt2Lfny5aNTp04MGTIEvV7/1Dp7enpy+vRpfH19n7j95MmTuLu7P/X4l5VrAkTLli0jOjqawMDArK6KEDmOtBsh0kbajhBpI21HiLSRtiNE6j3abhRFoWDBgpQpU4bo6Gjz+k8++YThw4c/dvytW7cwGo24urqmWO/q6sr58+efeM7Lly+zc+dOOnfuzMKFCwkKCmLYsGEkJSXxySefPLWuTZo04euvv6ZRo0aP5VaOi4tj3LhxGTopV64JEBUrVowLFy7g5+f3zIicEOIBo9FIYGCgtBshUknajhBpI21HiLSRtiNE6j2t3WiaRkJCAidOnHisB1F6UVUVFxcXfvzxR/R6PRUqVODatWv89NNPzwwQDRs2jNWrV1OlShXeeustihYtCsC5c+f4888/UVWVDz/8MN3q+ahcEyBKfsH1er18aAqRStJuhEgbaTtCpI20HSHSRtqOEKn3aLtJHmLm6OiYIkD0NPny5UOv1z+WkDo8PBw3N7cnHuPu7o6FhUWK8xYrVoywsDASEhKwtLR84nFubm6sX7+eDz/8kDFjxpjrqigKDRs25Pvvv3/qOdNDrgkQCSGEEEIIIYQQQqQnS0tLKlSowPbt22nZsiVg6iG0Y8cO+vfv/8Rj/P39Wbx4MaqqotOZJo+/cOECHh4eTw0OJfPx8WHRokXcvXuXoKAgNE2jSJEi5MmTJ10f15PkmmnuhRBCCCGEEEIIIdLbwIEDmTVrFvPnz+fs2bN88MEHxMTEmGc1GzBgAKNHjzbv/8Ybb3D37l2GDx9OYGAgGzZsYNKkSbz55psvfM48efJQqVIlKleunCnBIZAeREIIIYQQQgghhBBP1aFDB27evMk333zDjRs3KFu2LIsXLzYP9woJCTH3FALw8vJi8eLFjBo1itq1a+Pp6ck777zDkCFDXqoe4eHhKZJlHz9+nF9//ZWgoCA8PDx46623qF27dprLlwCREEIIIYQQQgghxDO8/fbbvP3220/ctnr16sfWVatWjX///Tdd61CiRAnOnDmDq6sr+/fvp3Xr1lSrVg1/f39OnDhB+/btWb58ObVq1UpT+RIgEkIIIYQQQgghhMjmkpNWA0yYMIGuXbvy008/mdeNGDGCb7/9lhUrVqSpfMlBJIQQQgghhBBCCJGDnD59mj59+qRY16dPH06ePJnmMnN8D6LExETz/3q9HqPRmMU1EiLnMBqN0m6ESANpO0KkjbQdIdJG2o4Qqfe0dpO8nJiY+NwZxbKj6OhorKyszP8eZm1tTVxcXJrLztAA0fjx45kwYUKKdUWLFuXAgQMA3Lt3j08//ZSlS5eSkJBAw4YN+f77782JnlJD0zS8vb1JSkoiKSkpXeovxKtA2o0QaSNtR4i0kbYjRNpI2xEi9dKj3WRmXONFVKlSBTDFQA4fPky5cuXM206fPo2Hh0eay87wHkQlSpRg+fLlD05oeHDKkSNHsnHjRmbMmIGjoyMff/wxvXv3ZsOGDak+j16v5+LFixQpUgS9Xp8eVRci1zMajVy4cEHajRCpJG1HiLSRtiNE2kjbESL1ntZuVFUlISEhVWVlVlzjeVatWpVi2d3dPcVycHAwffv2TXP5GR4gMhgMj1UaICIigjlz5vDHH39Qt25dAH7++Wf8/f0JCAigatWqL1w+gE6nQ1VVdDpdiunlhBBPp2matBsh0kDajhBpI21HiLSRtiNE6j2v3Twc5HmejI5rvKjnzU42YMCAlyo/wwNEQUFBlCxZEisrK6pWrcrnn3+Ot7c3R48eJTExkfr165v3LVasGF5eXs98IuPj44mPjzcvJ2fxTh5HKONyhXhx0m6ESBtpO0KkjbQdIdJG2o4Qqfe0dqOqKgBRUVEoimJe/6ScPsnSO66RXWVogKhy5cr88ssv+Pn5ERYWxoQJE2jRogV79uwhLCwMS0tLnJycUhzj5uZGWFjYU8v84YcfUoz/s7e358SJE1y6dAmAwMDADHksQuRm0m6ESBtpO0KkjbQdIdJG2o4Qqfdou9HpdPj4+ODv758i9vDJJ58wfPjwx47PiLhGRnn33Xe5evUqK1euTNPxGRogatKkifnvMmXKUKVKFcqWLcvy5cuxtrZOU5lDhw5l4MCB5uXkHkSFChUiKCgIPz8/GZcrxAsyGo0EBgZKuxEilaTtCJE20naESBtpO0Kk3tPajaqqJCYmsn///sd6ED1JRsQ1Moqnp+dLDUPN1GnunZyc8PPzIygoiAYNGpCQkEBERESKaNuNGzeeOLYv2aPdvlRVJSoqyvyC6/V6+dAUIpWk3QiRNtJ2hEgbaTtCpI20HSFS79F2oygKiYmJODg4pCmYkh5xjYzy+eefv9TxmZrhLDo6mosXL+Lh4UH58uWxsLBg+/bt5u3nz58nJCQkx43TE0IIIYQQQgghRO6Xm+MaGRog+uyzz9i9ezfBwcHs37+f3r17o9fr6dixI05OTvTq1YtRo0axc+dOjhw5wqBBg6hatWqOfCKFEEIIIYQQQgiRu+SkuEZISAjvvfdemo/P0CFmV69epX///ty+fRsXFxf8/f35999/cXFxAeCbb75Bp9PRp08fEhISaNiwId9//31GVkkIIYQQQgghhBDiheSkuMadO3eYP38+P//8c5qOz9AA0fTp05+53dramu+//16CQkIIIYQQQgghhMh2slNcY+3atc/cfvny5ZcqP1OTVAshhBBCCCGEEEKI1OvVqxeKophnc3+Sh2dmS61MTVIthBBCCCGEEEIIIVLPw8OD2bNnc/v27Sf+ezhZdlpIgEgIIYQQQgghhBAimytfvjxHjhx55j7P6l30PDLETAghhBBCCCGEECKbGzx4MLGxsU/d7uvry6pVq9JcvgSIhBBCCCGEEEIIIbK5mjVrPnO7nZ0dtWrVMi9fvXoVT09PdLoXGzwmQ8yEEEIIIYQQQgghcpkaNWoQHBz8wvtLgEgIIYQQQgghhBAil0ltPiIJEAkhhBBCCCGEEEK84iRAJIQQQgghhBBCCPGKkwCREEIIIYQQQgghxCtOAkRCCCGEEEIIIYQQuYyiKKnaXwJEQgghhBBCCCGEELlMapNUGzKoHkIIIYQQQgghhBAig8THxwNgZWX1xO179+7F09PzhcuTHkRCCCGEEEIIIYQQOcDWrVvp3LkzhQoVIn/+/OTPn59ChQrRuXNntm3blmJfLy8v9Hr9C5ctPYiEEEIIIYQQQgghsrn58+fzv//9jzZt2vDNN9/g6uoKQHh4OFu2bKFLly5MmTKFbt26pal8CRC9IE3TWHZ2Ga2LtsZCb2FaGRgIvr6gk45YQgghhBBCCCGEyDgTJ07km2++4a233npsW48ePfjzzz/57rvv0hwgksjGC0g0JjJ4/WC6Le3GB/9+AICyejWGqlXRjRyZxbUTQgghhBBCCCFEbhcSEkL9+vWfur1evXqEhoamuXwJED3HrdhbtJjfgt8P/w7Ab//9xr5Lu+izuh89m8XQ+/IklL//zuJaCiGEEEIIIYQQIjcrUaIEs2fPfur2OXPmULx48TSXL0PMnuFk+Ek6LupI0N0gAHR6HVVbVaV6odr8Urs2uk2bID4e/aBBGAsXRntGJE8IIYQQQgghhBAirb766iu6devG5s2bqV+/foocRNu3b+fy5cssWLAgzeVLgOgpNgZtpPvS7kQlRAFgbWdNrS61cPFyASNgb49WuzbK1q0oSUnou3YlaedOKFYsaysuhBBCCCGEEEKIXKd27drs2bOHv/76i4MHD3Ljxg0A3NzcaNy4MW+88QY+Pj5pLl8CRE8QEhlC1yVdiUmMAaCCewW8u3pj62SbYj/NxQWqVYNF+1Du3MHQrp0pSJQvX1ZUWwghhBBCCCGEELmYj48Po0ePzpCyJQfRE3yy+RNzcCh/0fxs7b31seBQMq1gQYz3E1UrgYHou3aFhIRMq6sQQgghhBBCCCHEy5IA0SO2XdrGotOLALCytcK/rT92lnbPPEb94gu6D/GmR0fo5boD/cCBoGmZUV0hhBBCCCGEEEK8Iv7880/atWtHv3792L59e4ptt27dokKFCmkuWwJED0k0JjJk4xDzcrmG5bC0sXz+gYqC5u+Pdn9omW7WLHTffZdBtRRCCCGEEEIIIcSr5rfffuOLL76gaNGiWFpa0qVLFyZNmmTebjQauXLlSprLlxxED/n10K+cunkKgLz581K4QuEXP1ivNyWt/vdfIBb9p5+i+fmhdeiQMZUVQgghhBDpLsGYwIGrB3Czc6NYPpl8RAghRPYxY8YMfvzxRzp37gzAG2+8Qa9evbh37x4j76e+eRkZ2oNo0qRJNGzYEG9vb4oWLUrPnj05f/58in1atWqFs7Nzin9Dhw7NyGo90fXo64zZMQYABYVKzSuhKErqCrG2Rq1bF83BAQB9v34ohw6ld1WFEEIIIUQ6MapGDoYe5Lu939FyfkvcJrnRcE5D/jryl2mHuDh0Y8ZATEzWVlQIIUSWyE5xjcuXL+Pv729e9vf3Z8WKFcycOTNdEldnaA+iPXv20L9/fypWrEhSUhJjx46lQ4cO7Nu3Dzu7B3l9+vbty4gRI8zLNjY2GVmtJxq5daR5Svs3KrxBdP7otBXk5IRx3jz0bduixMWhb9+epN27wds7HWsrhBBCCCFe1q3YW7RY0ILD1w8/tm3G5RlMCPsAQ4sWKMePo1y5gvGPP7KglkIIIbJSdopr5M2bl5CQkBRT2ZcqVYoVK1bQtm1brl+//lLlZ2iAaPHixSmWf/31V4oWLcqRI0eoVauWeb2NjQ3u7u4ZWZVn2nNlD3OOzwHA2dqZsfXHMpS0R/u0pk3pMbYCyn//AdfRlvZE+6Bgin1mG2c/dlxvfe9nbhdCCCGEEOlD1VT6rer3WHDIxsEGt0JuuBd2BxcXetQOQykGRM9k1uy6aL17P7lAIYQQuVJ2imtUr16d1atXU7NmzRTrS5QowfLly2nTps1LlZ+pOYgiIyMBcHZ2TrF+0aJFLFy4EDc3N5o1a8ZHH32Ere2Tp5WPj48nPj7evKzdny3MaDSm+P9FGVUj729437xcuH5hnK2czeUml6npHll+dPsjy6qfH7rYWDRXVzRPz8dmNXtSPR89hxDJjKqRu/F3uRN3hzv3TP9u37vN3XumdT3L9sTH0ef5BT1abhrbjRCvOmk7QqRNdmo73+79lvUX1gOmmWtL1yvNDK8ZjHUba04zYEwE1d8f/caNEB+PfvBgEipVQitRIiurLl5B2antCJFTPK3dqKoKQFRUVIq0MlZWVlhZWT233PSIa6TVkCFDOHr06BO3lSxZkhUrVrBq1ao0l59pASJVVRkxYgT+/v6UKlXKvL5Tp054e3vj4eHByZMnGT16NIGBgcye/eQeND/88AMTJkwwL9vb23PixAkuXboEQGBgYKrqtfDiQo7eMD3BDi4OuPq5cvbsWSJ9Is37nA1+wnLUQ8tnn7JcuJBpRVQkPNhsLmP4weHm5fFVxj92jke3D/d5aDl4fKoep8hZYhJj+OfiP6y+spobcTeITnr2kEcP1YOabjWfuc+zpLbdCCFMpO0IkTZZ3XYCwgMYvftBroayr5XFxccFNVglyibKvP5s8FkikxKxKFcW+4CDKLGxqJ06cX7OHLQsSIkgRFa3HSFyokfbjU6nw8fHB39/f8LCwszrP/nkE4YPH/7o4SmkV1wjrcqUKUOZMmWeur1UqVIp6vXhhx8ycuRI8t2fcf15Mi1ANGzYME6fPs26detSrH/99dfNf5cuXRoPDw/atm3LxYsXKVz48VnEhg4dysCBA83LyT13ChUqRFBQEH5+fuj1+heq083Ym0xdP9W8XLVlVZzyOFHcrjiOFo7m9cWLP2H57IsvA/DI4hOPed45Htkucp/I+EimHprKlIAp3L53+4WPm+U+i37F+qX6fEajkcDAwFS1GyGEtB0h0io7tJ3r0df59N9PUTHdQS5dtzS+ZXyBZ1yPOTiixcTCklPYXLhAqWnTSJo2LUvqL15N2aHtCJHTPK3dqKpKYmIi+/fvf6wH0fOkV1wjsyxatIjBgwdnrwDRRx99xIYNG1i7di0FChR45r6VK1cGICgo6IlP5KPdvlRVJSoqyvyC6/X6F/7QHL1zNHfu3QGgYNmCuPq4mst4+I3ysssAPLKYHudA01DmzIH8+dEaNXqhxyyyr9nHZzPs32Hm9ySAoijYOdtRyroUwTbBWNpYYmljSRfLLqy1W4ultSVWNlY4ezq/1MVCatqNEOIBaTtCpE1WtR2jauT1Va8TFmO6Y9y4cGOc6zibr7Gedf2llSmDWtcF3Y4dGGbOhHr10Hr1yvTHIF5t8r0jROo92m4URSExMREHBwd0uhef2D094xqZRXsk1c3zZGiASNM0Pv74Y9asWcOqVasoWLDgc485fvw4QIYndzp07ZB5+lIHSwfKNyqfoefLCPouXdCtWIFWuDBJhw9DOo9vFJnnl4BfGPrvg8ToOkWHdxlvStUuhaOLI7ONs1MkMf/S+CUX9BdSFiJD0oUQQohnqryrMqeCTwGmZNQz2szgQ92HL3awomCcNQulalWU8HD0771HUuXKULJkBtZYCCFEVsvOcY30lqEBomHDhrF48WLmzZuHvb29eXyfo6MjNjY2XLx4kcWLF9OkSRPy5s3LiRMnGDVqFDVr1nzmuLqXpWoq/9vwPzRM0bTP6nzGIYdDGXa+jNKz2hUUA8BFZn/9NerXX2d1lUQaTNo3ieFbHox19Sntw7o66xjjOib1hWkaPNp7TQghhBBsuLCBU7tMwSFFUajRoQZudm6pKyR/fnp8Vgpl+3Yglrk9epC0e7fcpBNCiFwsu8Y1MsKL96dKg+nTpxMZGUmrVq0oUaKE+d+yZcsAsLCwYNu2bXTo0IFq1arx2Wef0bp1a+bPn5+R1WLLpS0EhAYAUNKlJIOqDMrQ82UUzc8PLW9eAHQ//AAnTmRxjURqjds9LkVwqFSdUlRvX52ieYumqTzdZ5+hGz4c7mfmF0IIIQRcibzC6ytfNy+Xa1jOnFogtTQPD7T7CUCVkyfRDx36nCOEEELkZNk1rpERMrQH0Z07d5653cvLizVr1mRkFZ5oSNAQ89956uTBQm+R6XVIF4qCVqUKyr//oiQloR80COPWrZCKcZQi88UmxrL54mYWnlrIP6f+Ma8vU78MpeuUTnO5yp9/ov/2W9PfYWEYf/8dLHLoe1sIIXKRJDWJTRc3cfHORW7F3eJW3C1uxt7kVtwtxjUcR3n38ig7dsC5c2j9+2d1dXOdRGMiPZf15FbcLQDyF81P8RovN9mHVqYMhIcD4ej+/hu1bl20nj3TobZCCCGym+wa18gImTaLWXZy/cJ1wNS92KOIRxbX5iU5O6MVKwacRbd3L+r06XJxmU2tPr+aPw//yZZLW7iXdC/FtvENx3O41uGXKr+XzVp0fe0hOhruzWVO+3CMCxaAvf1LlSuEECJtNE1j9fnVjNo6ijO3zjxxn3cj3qXCwRD03bpBQgJGR0e0Ll0yuaa526ito9h3dR8Adnns8G/r//hkIqmlKGg1aqAt2ZsyH1GJEulQYyGEECJ9dO7cGQcHhxfe/5ULEF2JvELkzUgA8hbIi6WNZY5P7quVKYPmHYty5Qr6kSNJatUKPHJ44CsXSTQmMmLLCKYETHlsm8HCQPkm5fmgwgf0pvcTjk4FOzvUxo1RduxAuX0b3caN8NprGFesANe0daMXQgiRNvtC9jFiywh2h+x+5n7j48ez8IYzunZGSNJgeW9mOTujNWmSSTXN3Rqcb8DuA6bXQKfTUaNjDdO1X3qwscH499/0+bsVEAM/1mHmD8FgY5M+5QshhBBPcejQIQICAsz5kNzd3alatap59rRkkyZNSlW5r1yA6N+gf81/e/jmkiCKwYBx8mQMHTqg3L2Lvm9f1LfeQqtaFXx8JGlxFgqPCafHsh5sD95uXmdtb00vv16cLXEWt0JuGCwM6RektLJCa9AA9uwBrqE7eBClXj2SNm4EL690OokQQohnmXJgCsM2DUuxLp9XPnwr+jLKZhQ/2/+MpY0lVrZWWFhZwAUFrXZt0zAzVUXfpQvGjRtN3+MizYLuBHFg5QHzcoXXKpAvf750PYf22mto+0qinD4NERHoP/gA49Sp6XoOIYQQIll4eDh9+vRh//79eHl54eZmmmzhxo0bhISE4O/vz6xZs3BNYweBVy5AtDFoo/nvHD+87CFaq1ao7dqhW74c3dat6LZuNa13c0Pt2BH122/ByiqLa/lq+e/af3Re0pkrkVcA053Lis0qUqRSEX5Vf00xbX26MhjQ6tRGjbCmV+xsIBC+rsTM74JkuJkQQmSwYzeO8fGWj83LxfIWw7WRKwWKF0BRFFoYWzBf/3jSSs3dHapXR9mzByUmBn2bNiRt3SpDltLoXtI9ui/rTmJ8IgDepbzxq+KXIefSypaFmzdRwsPR/fUXap06aD16ZMi5hBBCvNqGDRuG0Whk//79FC2acmKj8+fP89577/HRRx8xY8aMNJX/SmUzTlKT2HJpCwCW1pbkzZ83i2uUvnp00Oj+ngc9Oin06Ag9OkLPOjfofWMqfcZVfn4BIt3MPj6berPqmYNDnvaeNOjbAL/Kfi+f9+BFKDqMf/6JVqSIafnuXfS9e4Mxh4+nFEKIbCzRmMhbq99CvT+TZNFqRTny9hG8Sni90Ge/5u2NVqUKAMqtWxhatoSQkAytc2710aaPOHzdlNvPPq89VVtVzbjv3/v5iJJvxOkHDYKzZzPmXEIIIV5pW7Zs4fvvv38sOARQtGhRJkyYwObNm9Nc/isVIAoIDeDuvbsAuBd2R5fbZvuytkarWw+1Y0e0xo3RKlYER0cAlLPnUDZsyOIK5n6JxkSGbhzKm6veJN4YD5iGFezttxcXL5fMrYyioFWujOZp6imnW7MG3fDhmVsH8UI0TeNW7C0OXz/MhgsPtdOEhKyrlMh0d+LucODqgefvKLKt7/d9bw5KOLo6Ur5ReQy61HXW1ooUwfjllwAoV65gaNECbt1K76rmavNPzue3/34DQG/QU6tTLdNQvoxkY4Pm7w+AEhODoXt3iIvL2HMKIYR45VhaWhIVFfXU7dHR0Vhapj3XXi6LkDxbbh1e9hi9Hi1fPrRixVDr1AGD6eJU/+abcD+JlUh/YdFhNJvXjF8O/mJeV6RSERr0aUB+h/xZUylFQatRE5ycANBPnozu99+zpi7CzKgamX9yPm3+aUPZ38ri/L0znj964j/dnzb/tCHRmAiRkRgqVkQ3aRLc740gciejauSvw39RelppOi3uRGS8aSIFNC1rKyZS5cSNE3y18yvANEuqfxt/9AZ9mspSR4yg+/Cipp7Apc+gb9sWYmLSs7q51pmbZxi4dqB5uVLzSuRxz5Mp59Y8PTF+bBpeqJw4gX7IEGnHQmRzmqZx4sYJ9oXse7BSetyLbKx9+/a8++67rF69msjISPP6yMhIVq9ezaBBg+jYsWOay3+lchClSFCdmwNED7O3R6tcGWX/fpQbN9C/9ZZpVitJXJ2uDoYepMuSLoREmYYC6PQ6KjWrRJFK94d4ZeX3jIWFKR/CmgCUsDB077+PVriwzJCTBVRNZemZpYzdOZbTN08/cR8NjatRVyny8Tco58+jHz4cZd06jH/+CQULZnKNc47r0dextbDF0coxq6uSKvtC9jFk4xD+u/6feV3tPbU5Vv8o+lat0KpVQ/3oI7C1zcJaiufpqfRk05pNJKqmfDclapZ4uWHsioJWqSLEx6MEB6M7cAC6dsW4dCm8xF3B3C4mIYbay2oTk2gKpvUu25v48vGZWgf1yy9Rdu9Gt3s3ur//RrOyQv3xR8htvdaFyMEi4yPZfHEzG4I2sPHCRkKiQqjhVYPtfbZDWBiGVq0wjhmD1rx5VldViMd8/fXXqKrKm2++SVJSkrm3UEJCAgaDgV69ejF27Ng0l//KBIhux93m4LWDgKnbt63jq3OxrRUqBNeuAcHo1q9H++UX1Pfey+pq5Rqzjs3i7XVvoxpNvTys7a2p1blW5g8pexY7O4xLl6Jv1Ajl3j303buTtH27JD/NJJqmsfLcSsbsHMPxG8dTbNNb6PFz9CPCKQJbJ1tsHW2xMdjQ0z8ERbOH6GjmLdmOUrkyxsmTTYlPJcALwOWIy6w4u4JlZ5axJ2QPU5pO4Z3K76D78EOUoCC0Jk1QGzeGokWz1XOmaRoHrx3k14O/MvfE3BTbvEt5U7RqUZSFC9H9+y/8+y+6WbMwjh+P1qlTtnoc4oGze89y59odAErkK0HpuqXToVTFNGQpIQG4jm7jRujfH+OMGRJseAJN0xi8YTCR4aa7qY6ujkxpOoUByoDMrYjBQI+386ErYgcxMcybNg0lKgrjH3+Ye3QLITKXpmkcDz/Ohgsb2HBhA3tC9pCkJqXYZ9/VfdyODsetTRuUo0fRd+qEcd48tLZts6jWQjyZlZUVkyZN4ssvv+To0aMpprkvX748jo4vd7P0lfmm2nxxM6pm+gH/yvQeeohWpQpaIR3KpUvoRoxAc3BA69NHfmy8hARjAh9t+oiphx5MZ+vi7ULNjjWxcbDJwpo9mVa1Kj2+roSyZw8Qydx27TBu357V1crVNE1j/YX1jN4xOkUPETDlpipbvyxuhdyYo85JMaudu9HdNEy0aVOUI0eACyiRkRj69UNdvRrjzz9DvvSdqjmnOHvrLMvPLmf52eUcunYoxbavzn3FO5XeRrd8OcqVK7BmDXpA8/FBa9wYtXFjtIYNIW/mT1CgaioHrh5gyZklLDuzjODI4BTbndycqNSsEm4FTVOV9o6eCf2dUe7cAa4wr2dP1N9+wzhpEpQrl+n1F093KvwUJ7afAExDy/5s9Sc/GX5Kn8J1OrRatVADrqA7cADdggVoLi6oEyfK9/cjZh6byZzjcwAwWBio1akWdpZ2WVMZGxvURo3QbdsGRKKbOxeiozHOmSMzygqRiVRN5ds93/Lbf79xNerqE/fR6XW4FXLDs4gnOoMFPfrao/jpQE1kbrduGGfNQuvcOZNrLsTzOTo6UqdOnXQv95UJEP178cHwMk9fzyysSRaxsKDHx0VQNl8C4mH9W8z55x+Mv/wChQtnde1yBKNq5OLdi5y5dYYzN8+w/OxyDoQ+SChbpHIRKjatiF6ftpwTmUHz9oZyZVGOHUe5fBnLLl1QpkzJ6mrlOpqmsfnSZkbvGM3+q/tTbMubPy+z6s5ilt+s58+oYzCgValC0rLv0b/zDsqNG+iWLEHZs8c0S90rMExQ0zSO3jjK8jOmoNCpm6eeuJ9DPgdcvF3QYmPp0UWPct0a7t1j3hLoWTUYIqbDkunM7Xk/eXvjxqjdukGpUhlWd1VT2RuylyWnl7Ds7LInXpxaWlvyXd3v2FV1V4qJE7R8+aBJE7h4EeXYMSAe3Y4dKP7+crGajSSpSby15i1zD9Li1YtTrUC19D2JwYBxxQp6jSwOkZFw7Wdmj3dFHTEifc+Tgx0NO8r/NvzPvFylVRUcXRyzdni3jQ1qw4ZoRy6jHD6MbsUKaN8e46JFYJdFgSshXiGJxkTeWvMW807Me2ybvbM9Hn4eTCw8kVm+szBYmH4S5zHmQcufH2rXRtm1C8VoRN+7N8aEBLSePTP7IQiRJocPHyY2NpZatWql6fhXIkCkaZo5/5C1wRoXn2w09CcTaS4uULcuSkAAxMWh27QJpWJF1LFjUQcOhGwc2Mhsd+/dZfPFzZy6eYrTN09z5uYZzt8+b56Z7GGWekvKNy+Pb0XfLKhp6mklS0FUFHAJ3YEDeH/xBSxdKq9/OtlxeQdf7viSXVd2pVifxyMPZeuVxbOoJ6+przFbmf3CZWotW9J9Yk2UgACUq1eBa8xr2RLjwIGo33yT6/LTJPe2Se4pFHQ36In75fHIw9DiQ9lXch+OrvdnbDTaofn7owFERGCs3gjt8kSUG+FgNKJoGsrBg3DwIPrx41HbtEH95BO0qlXTpe5G1cjuK7tZcmYJy88u51r0tcf2MegMuBR2wbukN14lvHjX8l326PY8XpiioPn6onl7073gCZTz50EzwrJezLKzQ2vRIl3qLNLux/0/EhAaAJiClGXql8mYE+XLh1qvHrpNmyAuDv0XX6C5uqL1758x58tBIuMj6b6sO/eS7gGmmzUFy2STfG1WViRt3EifT0ui3LwJbEIb7sessachT56srp3IYrGJsSSpSTkud15OEJsYS49lPVgbuBYw9e5093XnY9+P2VR0Ew75HABobmzOPP3jASTN0xPq1kVbcwAlNhb9G2+gRkejvv229N4U2d6AAQMIDAzkVhpnQH0lAkSnbp4y37mt61PXHCV+FWmenmjNm98fthJEz+axsOdDtLPfMGvg5gy9m57dGVUjWy9vZebRmaw4t8J8sfkstk62bGy3kZ980mk4QSbRqlRFreuDbscOnDdsIGn0aLSvvsrqauVoB0MPMmrrKLZe3ppivZOrE7/X+Z0lpZY8v8fQs1hZodWubepR8t9/QBL6X39Ft3YtauvWaA0aoNWpY56xLqdJUpPYGbyT5WeXs+LsCkKjQ5+4Xz6vfHiX9KZA8QLYO9szwjgixfC8FJycUPu+j7b8IJrRiHLzJsbCVeh950+4exeAeUtWolu5ErVhQ9QePaBYMbSiRVM1hC+57kvPLGX52eWExTw+W6ROp8O9iDveJb1ZVWQV/7N/0Nvhub0cLCzQKlaE/PlRduwAVUXftSvGVavQ6td/4XqK9HXm5hlG7xhtXq7Wpppp1rKM6rVia4tavz66zZuBBPTvvYcxb160Dh0y6ITZ39Woq3Rf2p3A24EAVPSoSJHXimRxrR7h5GRqp7t2oVy/jnLzFoYmTUhaswbc3DL01CGRIWy9vJVeZXq93PePSDfnb58358HZHrydL+p+wYfVP8y08ycaE0kwJmTd8MtMcPfeXdovbM/ukN2AaQhZjQ418CrhxXvG99iv3/+cEkw0d3eMq1ejb9MGJToa/eDBKEuXYpw8WXJ4imxt+fLlJCYmpvn4XB8pUTWVUVtHmZeb+DbhIAezsEbZgIUFWtWqJG2YCvM6QHQMyq1bGKpVQx0xwjRjzis2S8qMozMYu3MsVyKvPHG7olNwyOuAo4sjvfL2YqvrVhxdHcnjlodqpPNwgsyg02FcuJCen/ihREfDhW+Z9VdhtDffzOqa5UgbgzbSbmG7FAkPHfI5UKZeGbxLedNebc9SZWm6nEsrXBjN1ZXuefbfvyN9CUJ/Yl6Hn9B0OrTq1VE/+wytUaN0OV9GSjQmsvXyVhafXsyqc6u4Fff4nQ5FUXAr5IZXCS8KFC+Q9vxeej2auzvqO9+gLr8CUVEoZ86gWVxBSUxEt2ULui1bzLtrzs6mQFHRomh+fmhFi5qW/fzAwSFF0dsvb6f5/MdnOtHpdXgU8eCr4l+xqsQqLK1Nn6vORuc0PQTN3R1q1TJ1e4+PR9+hA8b169Gq5cDPoBzOqBp5a81b5l6lxasXz5yJCRwd0erWRVuxx3RXu08f1EOH0OrUQate/ZXqlbL10lZ6L+/NjdgbAFhYWTC//Xy+MHyRxTV7Ar3eFMDfuxclJATl6FEMDRuStH49eHkRmxjL6ZunCY8N50bMDcJjw03/YsIplq8Yn9T85IVOY1SN7L+6n7UX1rIucJ15UoTKHpUp5fr8G4C6jz9GCQ9H7dbN9B0iSbXTRUxCDN/v+55/Tv5D4J3AFNvWB67nw+ofoqxYgXLuHGrv3uCRtlypCcYEQqNCCYkMISQqhKtRV7kaeZWQqBBCIk3L16OvM9R/KOMbjU+Ph5btHLp2iDdXvWkeju5g6UDlrpVxL+SepvK02rXp8V11lF277g9b34pSuTLqBx+Yhvnmsh7cInfw9Hy5dDq5/pN/4r6J5u6FljaW7Cq7C2uss7hW2YPWoAHq7eYox4+jnD2LkpCAfvRodEuWkPT331C+fFZXMcMZVSMfb/6YnwJS9gCytLGkYJmCuBVyY6rzVMa6jEWnN+UHGWMck7LHQlbmOHgZefOi1q2LbtO/KAmJprvRBQqgNWuW1TXLUQ5fP0y7pQ+CQ/Z57fmp9k+sLbs2RU6ZdGVvb0q2HBgIwcEot24BGj3bq8Ae+LM5c6a1xfjtt9kux5hRNbIzeCeLTi9i6ZmlTwwK6fQ6PHw98CrpRf6i+bGyzYCkrg4OpkD5mX/p82dzlAsXwGhk3hLTZuXOHZQDB+DAgccO1Tw80Pv54eXqiq5PH+o2ew1LG0sS4hLQG/S08m1FWOkw8hfNj4WVBb2Mvdig35Au1dby5wd/f7Ql+013NFu3JunffyVxdSabEjDFnF+saN6iGTe07Am0fPkwLlyIvn170/f2d9/Bd9+hKQqULo3arx/qgAFgYZFpdcpMqqby/d7v+Xz75+bJR2ydbKnVqRa+ztl4qLdOh1az5v3PlEso585haNCApHXrOGMXSY2/azzxsDredZ4ZILoVe4sNQRtYf2E9G4M2cjvu9mP79A3qS4BrwGPrH76WmR33F7qZM1Hu3EE3dy6aqytq585o3bqZZtOTHkhpsub8GoZsHMLliMuPbbNxsOGq21U0TUM/aRK6vXvRff45WvPmqP36maZYf0qQbumZpey4vCNF8OdJvVefZHH0YsaTuwJEEfci+GL7F/x66FfzOitbKzZ128SkApNeqmwtXz60Fi1Qjh1DUy6gJCainzAB3bJlJO3cCc5pu+mTW2iaxt17d7kUcYlLdy9xKeIS5d3K07Bww6yumkijXB0g2nF5B59t+8y8XL19daztJTiUgl6PVqEC+PignQlFOXkS5cQJDHXqYPz5Z9NMZy8pIDSAmUdnMrnpZPQ6PVy4AD4+WX7xGhUfRe8Vvc0BRABPP09+KPcDi4svNg0VAEoYS5iDQ7mOvT3RlSrjEBBgSsTXvTtJmzdDpUpZXbMcITgi2NRzKMEUHPIq4UWNDjXoSU/W69Zn7MkV5UEPl6Qkkvq+jrZ3mCnQkZSEbsUKlA0bUIcORe3UyTR8NIvyTKmayr6QfSw8tZClZ5ZyPeb6Y/sYLAy0LdKW0FKhePp5YmGVSZ8P3t5oFSuilS8P0VEkde9P71NjTXm6oqJQoqOZNycuxSHK9eso16+TD0gsXx6Lli0p26AsltaWeBb1ZIF+wdOHvaUDrWBBjL/2pc+md4E7MKkWM0cegmLFMuyc4oGzt84ycvtI8/IfLf9gqsXUZxyR/rTXXjPd1T5+HO7eNSVj76ABJ2DPh8z94w+MEyfmykT2g9YN4q8jf5mXPYp4UL1ddVMgObvfsFEUNP9qdB9uYcopxmW06S35evimpx5yJPbIY+uMqpHv9n7Hugvr2H91vzlQ9qi8+fPi6eeJZ1FPei9P+Zk0u90jefDu3DHN3nQ1AlSVeUvC0f/6K/z6K1qhQqhdu5oS+5cundpH/Uq6GnWVDzZ+wLKzy8zrFEXBxceFIb5D2FF0B05uTiiKgnI3ml4lTkJ+ACPzlqxGt3o1mrs7Wtmy4OKC5uYG+fKRNykJPv6YLRe38Pvh31+4PgoKVvZW2DraYpfn/vAyTTP9y6ibWZlA0zQWnV7EsH+Hpbi2cHJ1olbnWlTMUzF9TmRhgVa5MsY9s+n9V4v7M4yeQ/u+BrO+PpM+58gB9obs5WDoQS5HXOZixEUu373MpYhLRMZHpthvQKUBEiDKQImJiYwdO5bVq1fj7OxMv3796NWrl3n7jRs3KFmypOQgetT16Ov0Wt7L/KVZuk5pPIu8grOXvSAtb16S9i+jz7f+KCdPAveY178/xn37UCdNAuvUB9Z2Bu9k3O5xbLpouvCp41OHrqW6YGjYECIi0GrUQKtd29Q1vmpVsMm8qeGvRF6h3cJ25u7Xik6hSssq+FbwpYOxA8v0y55TQu6R5JwHtXp1tEV7UGJiMLRrR9KOHVCoUFZXLVu7E3eH1v+0NichzueVD/92/qZgYmb/SDEY0Jo2RYubg1a8OMqxo8BllHv30I8bh37cODQ7O1MgpGpV0yxeVauaXuMMvCscFh3GxH0TWXx6MSFRIY9ttzHY4FLMBZ9SPnj4eTBfNz9DAyvPpNOBoxNamzZo6iLzag3o1iLJFCyKioLoaOYGlqen7TqIikSz38BsRuJX2e9BWZnw+mtvvol28zdTPrn4eAzNm5O0ZQsUzCbJeXMpo2rk7TVvY0wyvcjF/ItR07smU8ncABGYepNp+fNDYiJJr/dDO/AJSnAwREejnDmDoWVL1JYtMX7/PRTJZnl50mht4NoUwaHP6nzGmbpnMq63ZoZQ0CpVMt0ku3kTrXJl3GzdKFK5CNZ21ljZWTHMehh/OPyBla0V1naPX3/pdXrmn5zP6ZunU6y3sLLA3dedL4t8yaqiq1J3U9TdHa1mTbTERJSrV1GjnOjlsPH+xkvMmzAB/YQJaOXKoXbrhtqli+lmn0jBqBqZemgqX2z/gqiEKPN698LuVG5eGYd8Dnxk/Ihj+mMPDnJwQG3e3NQbOCgIzf4GPZtGA2FAGPMWmHbTA14GA/EjRrDXaa/5cJ2iw8reChtHG2wdbbF1tMXGwfR38rp/bP7hDcs3HqooKDNnops+HePUqTky8HfhzgXe3/A+G4M2mtfpLfSUqVuGYv7FMuR6TKtcGS24CezYYbpZFBSEsmMHWt266XuibCboThAf/PtBipvqz7IicgVTkFmSM8rEiRP5559/eO+994iIiGDUqFEcPHiQH3/80byPpmlpLj9XBoiS1CR6L+9tjiS7F3anVN1XN/nyC7O0RCtTBlxdUfbuBeLR//knukOHMI4ebepi/JxulJqmsTFoI+N3jzcnh0v20fGP6GpVmZ41k2f12cy80ZtNx1lamn64JgeMatR4LM9Hejl07RDtF7Y3vz/yWOehQucKaR6fnBtoBQqgTpqEfuhQlOvXMbRpQ9L27a98t9knSZ66fNTWUeaLc/u89tTpWid7JMC3sUHzr07S9ln0md0O7twBYN6SGHq674LgXRAM83qZZjbUqlRBq1XLlOS6UqV0zTlh0Bn4+eDPKXIz6fQ6PP088Sntw1rftQywGfDggOx6999gAGdntPvtwThyOuqyXkRGReLokHWzz2jFi0Nioqnn55UrD4JEacxfIZ7vl4O/sDfE9MPM3tmesg3KZnGNMN3ZTg4Qly6Ncu4c2sYglKgodGvWoOzahXHhQrQGDbK6pi8lKj6KwesHm5ertKrCZ+U+o7cui4LKL0krWxZUFXQ6rAxWVGlRxbytk7ETK/QrHuxsJEUPoNntZqMV1eAmOLo40r9Ifw4XO4yLtws6vY4+xj78q/83bRWzsEArVAjj6tmoCzqjXLkCly8DpjvRyrFj6I8dQz9yJGrt2mjduqG2bw+urmk7Xy7y37X/GLhuIP9d/8+8zsrOit8a/cbacmufmyhcy5cP8uUjacRUtD+awdWrEBeHVtiJntWuQFISqpWeGYpCwbIFcSvsZg7+9LPo98yyLYyP9Mq9fh39xx+j3L2LUq0a6kcfoQ4fnqYbwpktPimeifsmMn7P+BQTyuQvmp9KzSo96CGVURQFrXJllPXrwWhE/+67JB06lCOeu9S6l3SP7/d+z7d7v33i5D2KTsHWyRb7PPa0cGzBQeeD2OaxxcklZ06YklMsWrSIyZMn0+x+WpAePXrQuXNnBg0axM8//wzwUhMTZINfM+lv2qFpbA/eDkB++/xUbV81h91dylqauzta06aoQTfQ7duHcvgwhjZtTNtKlDAlwa1e3ZQQs0SJFF1Tey7vyeLTi1OUZ5fHjpK1SlKoXCGIdDUdFx6OcuMGEEWPjgAJwG7mTdgNEyagWVigTpiA+t576frYlp1ZxusrXycuyTRkpIhzEZZ3Wc5XbjKDlzpoEL3Cp6GcPQucYU6nThjXrgWrDMj/kgOdvnmauSfm8s/Jf1LkEnC1daVa92oZkyfnJWg1aqCGvQYRd1Fu38GYrwKoi0yzd92/q6DcvGm6wFlvGg6nOTiYArQNG6L27PlCM3mlyGFhnP3YjxiXwi6EXQzDw9eDr0t+zeqSq83Dx+yMuXcWlcyilSkDSUnAWXqWD4Qvy6I2bMjsLv9kddVynfO3z6cYtl6tTTVTUDg7BTZ1OrQSJUg6uYo+U+qhXLwIRDC3VSuMv/2G9lAX9Jzm022fmieScPd1x7eCLzx5ZFXO8RLXpkWrFaVI5SLYO9sz3jg+Y3pfWlubhzInDv2SPv90Rrl0GaKimLcEdLt2wa5d6AYPRvP3R2vRArVFCyhbNtfnLEowJhAcEWzOuxIQGsDMYzNTDPfzreRL+Ybl6WHZg3XKuhcv3N4erXBhcw7BpF9moy7vjZaURPQdU44puzx25kCIwZiGn3MODvQY6I5y9i6QyLxvvkG3eDHGqVNNCdWzUFxinDmn0rXoa1yPvm7+PywmjNM3T6eYVMbG0YZKTStRoHiBzJutz94erUwZlKNHUc6fRzduHOro0c8/Lgc5d+sc7Ra1M88SCWBtb02p2qVwcnPCLo8dNg425t/Yvxl/yx05WnOAa9euUeqhmcd9fX1ZtWoVbdu25Z133mH0S74Xc12ASNM0vvjvwQwWc9vPZZrdtCysUQ5lY4Nx0yZ6fl0J5dw5AOYtAeXMGZQzZ9DNmAGAlicPWrVqaP7+qG+9xaUil+B+j2eHfA6Uql0KnzI+DwJ0Tk5oBQtCwYJoQOJXE9EWdoEb4Sjh4WhKxP08Comw+wNmFSqE1qrVSz8cTdOYuG8iI7c+yBvh6uNK2c5lKW5V/KXLzy20CuUhNhblyhV0O3fCm29inDUrR49Pf1nRCdGM3DKSaf89/jliZWtF+W7lsc9rnwU1e0FOedCc8qAO/Rl1eQQYjSh372Ks3ZJeIT+i3LwF0dGm9h0VhbJ2Laxdi9qhw+M/OJakXHwsh8UTVGpaCUtbS6xsrNI1WbN4QKtQAfWNWhAxHSIiULZvh+ZRGdYL81Wkaipvr37bfHOhaLWiuPpk4x4THh6m2e3c3VEOHEBJTMTwxhsYL19GHTkyx/1433NlD9MOmT6D9RZ6qrSo8spP227rmMmzJxUpglaqNFqp0nDnDsaCZeh9YyrExQEa85bsg3370H/+OZqPD2qLFmgtWqDVr5+relacDD/JlANTWHBygfnz4FFOrk5UblkZV+/7nxHp9UNZr0dNr5t2dnZoFSqgFSyI7sAB4K4pcXqjRhi/+QZ12LD0OU8qxCfFM2rrKKYemkqi+vwpuvWKniL+RShTrwwWlpmf11QrXhzl8mXgLrrvvkPt3BnKZN6EBRkpLjGOrku7moND5ue6bpnMyxEpnsrNzY2LFy/i89Aw3/z587Ny5UratGnDoEGDXqr8XBcg2nd1H1G3TGN+XQu6Usu7FtOQAFGaWFqacpaULo1y6xbGEnXodedPlNu3IDHJ9IPy7l2UjRth40bUvn0pVK4QV89epXC5wniV9Hr+BZybG5qXN3h5owFJ435Cm9MeZf9+SEpC37cvSbt2QcmSaX4YCcYEBq8fzN9H/zavK1i2IFVbVTUlopYI90MU01DCuDjgJrqFC9G8vVHHjcvqimWJzRc3M2DtgBQ9hhRFwd3XnYJlClKgeIGc90Wp16Ply4fabhDa8n1oALGxJLVoR+9TY1HCwsCgZ6aXV7qcziGfBCkyg/GXX9BGbkIJDka5fRt9+/YYV66UKXjTya8HfzUPm/bN40u5Bjlj1jitYEGwtUH79zDK3bvoR49GuXwZ4y+/ZPlEES8qPimed9a+g2b6tKJs/bLYO2fjoPyrwNkZdfx41OUhKOE3ITQUrQT0LJ2crDcYwqcxr800NFtbtEaNUFu2NM3K9ZLTL2ckVVPRKY/fEEtOnzDlwBT+vfj0oXt6g57SdUtTvHrxnDO5ibMz6muvYfSrSO/Dn4LRCIdGMmtHtUzNqxN4O5Cey3ty+Prh5+6r0+lw8XGhQpMKOHtkYSoERUGtVg3t700oSUnoBw7EuG1brripOmzTME6GnwRM13Hb2m/jW89vs7hWIlndunVZvHgx9erVS7He09OTFStW0Lp165cqP9cFiGYdn2X+u3D57DW9c45laYnm6Yn67hdoywNNSa8iI0hq1JbeQd+aeiAkJTHT2xu9Xk/dbi/xhZInD5qXFyig7NqNEhWFoWNHkvbsgTx5Ul3cnbg7dF3alW2Xt5nXfVn3S07VPfXK3318Kr3eNMxo60mUc+fQT5wIOp1p2mRv76yuXbrQNI1LEZeISYihjNvjd3si7kUwfMvwFMlQ9RZ6StcpTeHyhXPfbIi2tmjteqMt32j6CZaQkNU1Eqml16NV94ekJJTQUHQ7dkC3bhgXLwZLy6yuXY62+vxqRmwZYV7+reVv/Gn5ZxbWKHU0VzeStm/H0LYtyqVLph7AV69inD8fHLMuh9aLGrd7HGdvnQWgav6qFKpWKGsrJB6ioLm6gqsrSV/MRp3THiU0FEJD76cR0FBiY1FWrUK3ahUAauXKpqFoLVtCxYqZ0pvt7r27HL9xnBsxNwiPDScsJozwmHBuxN7gRswN8/+NCzdmQYcFjx1bb1a9JyYE9/D1oGuermx13opdHjvyeubNdsPNX4iioH74IeqMbej+/RdUFf3rr5N08CDkzZvhp190ahED1g4wJ/XW6XUUKFaAdvbt2O6wHWt7a2wcbPjB5gfGOI3B0sYy+1zDOzuj/u9/6H/8Ed2+fWi//266Xs7BFp9ezB+H/wBMQc9anWtRNm82yLcnzIYNG8b58+efuC1//vysXr2abdu2pbn8XBUgik2KZfEZU/4bg6UB75K548dstqMopmEr7fqjLd9u+kFpNKbrl7xWwMs0o8KSkyiBgej79sW4dGmqpukOvB1Iu4XtOHfbNEROp9fh39afkSVG0lvJmUktM42lJUmrVmGoUwflxg30332H/rvvUGvWROvSBbVDhxyVCDfBmMDWS1sJCA3g4LWDBIQGEB4bTuPCjVnbPeWMDHGJcVT9qyqXIi6Z17kVcqNqq6qvzl1rCSjkTIoOrWZN2LEDuIFu/Xro0wfjnDnpmnz8VTLvxDzeXPUmRs3U1dSvqh/1CtbjT3JOgAiAkiXpPqY8yo6I+9Mz/8vcBg1IWrkSChTI6to91fEbx/l2r+mutUFnYFqLaXyrk7vY2Za9PVqxYlCsGFpiIt1rXjcFi0KvQXz8/Z0OwalDcGosc/fmR2ve3DQcrWFDsEvfvHSqpvL7f78zfMtwYhNjn7v/ztidj63LY52Hm7Y3zcuF8xQmT7U8FK5QGAsrC74xfpN1s2+mtzx50CpWRDl0CCUkBP2AARj/+SfDgnhxiXEM2zTMHIwAcMjrQI2ONXD2cGaicWKK57aMsQxW+uwXgOtZ7Qq63rYQGwu7P2Bm69bZ+nP1WS7evci7a981L1dqVgknVycZbZHN+Pj4pBhe9ihPT0+6d+9uXu7SpQtTpkzB4wV/u+WqK8aNVzcSnRANgE8ZHwyW2Sx5ZG6WisDNi9LKlEZt7Ytu1Sp069ZB586o771nGs/+nO6bu4J30XlJZ27FmWbdsLK1onbX2rh4uch74kUVLkz3sRXQ7dsHkZGmhJR79sCePeg++ACtXj3Uzp3R2rUDF5esru1T3Yy9yWtzX+NE+InHtm2/th1VU+m7oq953ex2s7EpYwO7TYHmHxv+yI4qO7LP3SohnuV+D0D1vxB0+/ejW7oU7eOPUSdNyuqa5TjTDk3j/Q3vm4c2+ZT2oWKTillcq5dgbW36Eb53D0roNZTjxzHUqUPSihWmpMLZjFE1MmDtAPMsiMVqFqOsW/arp3gKC4sHKQQ0DeX2bVOw6OpViIgAQAkNpefdv2DeX7BAx5zopqbeRc2bwzN+/LyIK5FXeHv122y+tPn5VbWywNrO2pzX6dHJFor5F0PTNIpXL86mIpt43eL1l6pbdqb5+cH168BVdMuXo06fjvbmm+l+njM3z9BjWY8U12bdS3cnvmV8zhu6bzCgVamCsmOHKT3GkCEYFy3K6lqlWqIxkd7LexMRb2qfPqV9KFxBRuPkBnv37uXevcdnoXuaXBUgWhH8YEpQ3wq+WVgTkT4UjH//Ta+PfCEyEljNvGarTckPe/ZE7d0b/PweO2ruibm8s+YdEoymYTIlXUri28331en9kZ6cnU0XanfuYCxU1pSQMjYW09QxW2HzVtgyCM3DHbx9mPXGGnDKPlNbxiTE0G5hu8eCQ5Y2luTNn5d8+fMRnxT/2HGl65YmIS6BkrVK8rbD2+xUHr+rKES2ZTBgXLmSXiOLm2atu/YzMw/3Ng3nEM+laRoT9kzg8+2fm9cVqVyESs0qmSZcyMk3GQwGtNp14L//gECUkBAMDRuahpIULJjVtUvhl4O/EBAaANyf9KJOqeccIbItRTFP4a6VLWuaDCM0FDXWDXQbQFVBVU03A9etQw9o5cqZeha1bIlWteoL53W5HXebJaeXMGLrCCLjI83rfcr4kMc9D/+z+R+zHGZhZWeFtZ0186zm0d+q/4MCntC+CxQvgFcJU14+vTH9b4hmN1rVqmj5NZTQUPQffEBSrVqmWYvTyZzjcxi8fjAxiTGAaRhTpeaVmFFmBn0MfdLtPJlJ8/QEHx+U4GB0K1agLl9uuoGag3yx4wsOhB4ATLn2yrcoLzdHX1HZIovWH3/8Qbly5fDw8KBx48YcOnQo1WVcvHuRw7dMic0cXRzJmz/jx8yKTODoiFqvHpq3t/niQAkORj9uHBalSqFv0ADl778hKsp8yISbE8zBIQ9fD3b02SHBoZfl7Iw6bhxq69ZojRubupAnz0qiaSjXrqMcOIChQAH0HTuirFmTtfUFktQkei7vaf6ys7a3xr+dP6ffPU27D9tRr0c9ytQvg42FzWPH6g16qrSsYp5CVogcx9kZtWYN89AA/dChoGlZXKnsT9M0RmwZkSI49HHNj6ncvPKD2ThzOkVBq1yZ7mPK06Mj9GwcQZ8/mmV1rVK4ePdiitegauv7k0qI3MHWFs3PD+OKFajt26PVro3m64vm6UmPjpjel0WPoR8/HkOdOhi8vdH374+ydGmK6z0w3QjaGLSR4VuG4z/dH88fPBm0fpA5OGTjYEO9HvWo0b4GJWuWpE+5Pnj6eZLXMy+2jrZYGZ4/ZOmV+5FsZYXx77/RFAUlLg5Dhw4QGPj8455C0zTO3TrHzwE/03xec95Y9YY5OOTo4kiTN5vgW8E3xz/PWqWKcH82Nf2QIeaecjnBv0H/8v3e7wFTEvA57eZgaS3pBp4kPeIW2V2W9yBaunQpn376KZMmTaJy5cpMmzaNjh07EhAQgKvri08hu+j0g658vhVz/oeMeIitLVrNmmgJCRjrNqTXsS9MXZWBeUt2o9u9G23oULT27TF+9BHlGpYj+nY0VnZWprGzWvbp0ZIbmO8CVqiAcjMcgq+gXLkC8fEoCQnmZJRJf/6J1idr7gRpmsagdYNYG2jKL2RhZUHd7nVx9nCmiLGIfD6IV4ODI1qxYihnz6Lbswd1wQK0h8aki5SMqpFB6wcx/ch087pybuX4qv5XuTJvnVaiBITfMA03CwqCK1eyxUQEyZ/fyTlj/Kr4PZguXOQ+BgNagQJQoABJY2eizmxjGoYWGgrcAUAJD0eZNQvdrFloFhZo9eqZhqL16UPrFe3YdWXXE4suVK4QFZtWlB+6aaA1aECPUSVQTp8GAplbty7GpUvRqld/4TKS1CTG7R7H7GOzU+R1TNa3XF+im0ebUoLkBlbWaBUqwvwDpskiPv0U9aefsrpWz3U9+jr9VvYzL5drVI4q+atkYY2yr/SKW2R3iqZl7S3Fxo0bU7FiRb777jsAVFWlTJkyvPXWWwwdOvSx/ePj44mPfzAkJLn6xZoU48alG4CpK7KiM/0ALKAV4Kpy9Zl1eHSfF1qOemjZ4dnLADwyUcgTy3jeOVJRhxfxvHqnaflFnuv0OKdRhcQEvO6qhNgkPTiBvR0460EDlIfOmdrX9yWWn/q4M/qckSkXX/S5VFUVnU6X6tfiMUlJkJho+nf/+S/gXjRLkuOGx4ZzM9aUVFJBwcbJxnwB8kLtOZWv76PS5fVNZfvOlPb8pPfYSzyXaWlLj3rZz+dUv895StvJ4Pb8tDo8d1nTIDoarwjN9EOsSJFcMQVvetM0jatRV82z6ABYG6yx1Fum++ubnp/faV02Mxoh2nQn38vgjJYJkw9omkZCQgKWlk+eiSjiXgSh0aGAKTG1TV4b835Z9v2cGZ8pqa1DerzHMvlxPuq5Zdq4czXiiun6IikJr0ceg1a8OBfuXSQh9sHMmzqDDoOFAYOVAYPF49cfaXq9s9F7TFVVvBy9CNWFvnwdXuSc9+5BfAJeUZh6H+bP/0KzHxo1I1cjr5p7Cj1M0SlY21lTyKpQ1lwjpPdvvEd43U66n44BNDc300xw2fjGZHBEsPl1MlgasHWyfan3ub2vPbWX12Zm4swMrfeLMhqNBAYG4ufnh/6hnLmqqpKYmAik7CVoZWWFldWTexamNm6RXXh7e7Nz504KFSr0QvtnaYAoISGB/PnzM3PmTFq2bGle/+677xIREcG8efMeO2b8+PFMmDDBvGxvb8+JEyco1LAQd6/cxc5gh7uNe6bUX2QP+thY9FFRKImJxHt5ZXV1Xnn6mBgswsIAMNrb83BncGs3N+7duPHMZYuHlhOfs/wkt5ytuXnvwYwjbjZu2BtkiKF4demjorAIDwfgnoUF96ysntsWn+RF2m9ql5/Xnp/3GfByyxoJikaczkiEIZE4nWre71X63LC8dg1dXBwAEba2aPcDiOn9+r7I53e8qwvBUZdQ71+re9h4YGuwTfuDE7mHpqGPi0MXG4suNhbNwoIET0/ijfFEJUZhY7DBWm+NXpGhiOnt4e8QMH2PKAUKEHfzZor9HO7/n6CohFjGkah78BPTRm+DjcEGW4Mtlrrc3aNLSUzEKiTEPKxbs7BA0+vR7t8wTXzJz1Z48Fwne1KZL/JdeNuQQLiFKcCqV/R42Xm9dBvy9vZm8uTJL1VGZtDpdPj4+ODv70/Y/d8tAJ988gnDhw9/bP+0xC2yi9QGiLK0T9+tW7cwGo2PdclydXXl/PnzTzxm6NChDBw40LycHN+y6W7D3Zi7zGg/g1bFWmVcpUX2ZTRmyGxqudnTouovy6JzZ/SrV0N0NNvr1iXs/l3pNjNnsrLvgxnDnrRs8dBy4nOWH7XMIYQu3nvNy983+p5BVQaly2MS4mEZ1XYyhKpiWbcuukOHMBqNrK9bl0ZLljyzLT7Ji7Tf1C4/qz3D8z8D0rJ87c1OjHQ/zia7MG4aUiapt1H1zO+yhKZFmj6zXrmJsm8fVg0aAHCuQAGO3E9mnt6vb/JroWkaUVFRODg4PNaD6L1eeZn23zQAOpfszKw2s9LxkYpcQ9NM+V3y5MnqmmSqrPze0f37L0qHDljc7y2u3bhBYP78nC9alGgHU7iiI7De7ho9vfaRqDf9PnO1dWV++/nU8qqVqfXNarodOzAMGoQuMNDcu17z8kItX57ExYtf6rMVTM/1wxLTcD0dMKAlDQptBcXU235NtzXUK1jvZR96tvO8HkT79+9/rAfRk6QlbpFdDB06FGdn5xfeP8cN+ny025eqqkTdT1jnau1KM79m2f9iXWQMed3TTK/Xp2u7USdPRrdtG0p0NJX/+48NTZuiGgzo9foUH8Ivu/ywnTbh9Cqwzzwl9bAaw/if///S7TEJ8STp3XYyhF6P+uOP6OrUQa+qVDl0CH18/Au3raftk5HtOaPOcfTGUdr5bua64fHpXt1s3VjQYQG1fWo/s065Tq1aqI0aodu8mSJBQZwtWZJ7NjYZ/noripJi+ZRlBH8cXgKAnYUd3zX+Lvu3LZF18uXL6hpkmSz53mnWDPbuRXvjDZTjx1FiYykaGIhfYCChBQpwsnRpfvENZ6j7EVTFdB1W1q0sSzsvpaBT9pohMVM0aIDx8GG0KVPQffMNSkwMSkgIulu3sJgwAb2qot5/DdPyXfnoN2dqyzh56yTtvXdhvP9ajag1goa+DV/6YWdnj7YbRVFITEzEwcEhR05CkZCQwJo1awgICDD3gHJ3d6datWq0aNECS8sHPfU++OCDVJWdpc9Gvnz50Ov1hD/UbREgPDwcNze3VJW1svNKRpUfhUGX42JeQuQ+3t6oo0cDYB8dTcnTpzP0dCctI2jnvZP4+0NEepXtxdf1v87QcwqRk2j+/qi9egHgHhaGvlEjrO8PK3pVrLC/SsM5Dc3BIScrJ1r4tWBMvTFs6rmJ84POv3rBofvUUaMA0BuNFDtzJkvqMMz9CEbNNMf4xzU/Jr9D/iyphxDiKcqXJ+ngQZLWrkVtauplqQAFrl6l4YcfYni9vzk41KZYG7b32f5qBoeSWVmhfvQRSSdOoHbtCoASF4f+yy9pum4dnlevZsnsoies7tJsbjNuGUxDy+r61OXTOp9mej1ymvSMW7ysoKAg/P39GThwIMeOHUPTNDRN49ixY7z77rvUqFGDoKCgNJefpdEUS0tLKlSowPbt281j+VRVZceOHfTv3z9VZZVyLYXFXYuMqKYQIg3UgQNR5s5F999/lDh9mpAMmh3niiGWFj7buas3JZp7zfc1fmvxm8xUJsQjjD/8AFevotu6Fd2hQzQ6dYrddepwNxXdjnMiDY0pzuf40P0ImuljglpetVjUaREuti5ZW7lsQqtdmxtubrjduEGRCxc4W7Jkpp5/nd01NthfB8DH0Ych1YZk6vmFEC9IUdAaN8bYuDHGkyfR//QTnDyJVr8+bykNOBl+EidrJ76o+wU6Jef1ysgQBQpgnD0b9a230A8ZgnLiBPYxMdTetYtrnp5w7lymVeWkZQSNfbZxM840vLpq/qos6bREOli8gPSMW7ysDz/8kFKlSrF9+3YcH0kaHxkZybvvvstHH33EkiVL0lR+lr8bBg4cyMCBA6lYsSKVKlVi6tSpxMTE0LNnz6yumhDiZej1GKdORalRA52q0iQwkKRbt9L1FHd0CbTw2U6IhaknRJU4ZxZ0WICFXoLFQjzGyQnj6tVo77+P/s8/sY2Lo8HmzexPxbTFOcUN/T022YWxcdWbbPZbRajFg95SXUt15Y9Wf2BtsM7CGmY/p0qVwu3GDQxGI1UOHABVff5B6SARlWHuh83L3zT8BhsLm0w5txDiJZQujXHaNFMO0Ps35X547Qe5QfcUWt26JB04gO7339F9+SXK3bt4XruGVrEiZYsU4VSpUhgtMu769bRlJI0LbiX8fu69Kp5VWNNtDU7WThl2ztwmu8Qt9u/fz6ZNmx4LDgE4OjoycuRImjRpkubyszxA1KFDB27evMk333zDjRs3KFu2LIsXL870rlpCiAxQsSLqZ5+hHz0a5cIF9D16oLi4mGfJeRlxShLtvHdyyso0720R5yIsf3879pavxsxDQqSJhQXqL79A8eLoPvoIg9FIzd27Ub//3tTVPYdf2GuaxijXY3yb74xpqMPxffDQ9faIWiP4su6X8gPmCWpt2IDaowe6JUvIf+0axkmTMuW805wDOWNlyiVZw6sGnUt2zpTzCiHSySN5XcQzGAyoAweidu6M/vPPUaZPR0lMpMSZM/hcvszBqlUz5LRnbp6hScGt3LgfHKrsWZm13deSxzpPhpwvt8oucQsnJyeCg4MpVarUE7cHBwfj5JT2wF+26Pv39ttvc/z4ccLCwti0aRNVqlTJ6ioJIdKJOnIkaqdOAOi2bqXC4cPPOeL5jKj0LLCPXbamKVbdbN1Y3W01bnYSWBbiuRQF9f33MS5dimZvjwLoR46kSkAAitGY1bVLMxWN/234H+NdTpvzYADYGGxo6tuURR0XMbreaPkB8zSKgnHaNLQiRQDQffYZ+R7JtZDebunjGe160rw8sfFEeX2EELmfqyvGqVMx7tmDWq0aALZxcdTatQtlx450PdU5yyiazmtK2P38exU9KrK2mwSH0io7xC169+7Nu+++y6+//sqJEye4ceMGN27c4MSJE/z6668MGjSIvs+ZJfZZsrwHkRAil1MUjH/+iXLhAsrhw/gFBhLh5ESQn1+aitPQGOzxHyscrgJgb2nPyq4rKeJcJD1rLUSup7VqRdK2bRjat0e5coXCFy9iFx3N3lq1SHjKNK/ZlRGVtz0PMuO/i4Bpyt7BVQfTsmhLanrVxMqQsx5PlnFyImnePAx16qAkJFB9717+bdo0w94PY1xOckdvSpTa+24hquSXG4RCiFeHVrkyxh07UGfORD9oEPqkJLROnXCsXp3Il+gBkuy8RRSNfLZyLdo0zLq8e3nWdV+Hs03uzj2Y240cORJbW1t++uknPv30U/ONFU3TcHd35/333+f9999Pc/nZogeRECKXs7UlafFiNHd3ACr+9x+uN26kupjTN0/TyGcrvzlfAMCgKSzsuJBKnpXStbpCvDLKlSNp927U+93a3cLDeW3DBkqdOIFtTEwWV+7FJKLSJ/9+ZuQxBYf0ip6/2/zN902+p0GhBhIcSq2KFU1DDjHd0a62b1+GzLRz2jKSqflMs6zYWtgy5rOt6X4OIYTI9nQ6tH79MP7+OwDK3bvU2bED69jYlyo20CKKRgW3mnPwlXMrx/ru68lrk/elqyyy3pAhQzh9+jSHDx9m3bp1rFu3jsOHD3P69OmXCg6BBIiEEJnF2xvj4sVolpboNI16R4/CC07BGKck8Znrcar8WYXtdg+GPPzZ9m8aF26cUTUW4tXg4YFx0ybUzqbcLzZxcZQ+eZIWq1dTZ9s2Cly5kiVT8b4IVVPpm38/C5yCATDoDMxtP5ceZXpkcc1yNvWdd8zvB8/r1/E7fz7dz/HRQ9Paf1TjIwo4FEj3cwghRE6h9eqFcexYAGxjY6mzYweGxMQ0lXXhzgUaFdzK1fvBoTKuZVjfYz35bPOlW31F9lCwYEGqVatGtWrVKFiwYLqUKQEiIUSm0fz9MU6dCoBy+zaGDh2e+uWXgJHtl7czwvUopX3X8Y3LKRJV076+eXxZ022N/AgUIr3Y2GCcM4ek335Dq1gRAAXwCAuj5p49+O/bB1FRWVvHJxi7cyz/3A8OWeotWdhxIR1KdMjiWuUCioJx6lQ0X18AKly6BLdvp1vx/+YJZ72DaVp7b0dvhvoPTbeyhRAip1I//hjjO+8AkCcigrbLl2NwdaXVihW0WL2apmvXYvcC38UnbpzgmqVp+G5p19Js6LEBF1uXDK27yFzXr1/nn3/+YePGjSQkJKTYFhMTw7fffpvmsiUHkRAiU2m9e2M8eRL9pEkop07hf/cuu2vVAp0OVVP5I08gG+yvs8U2jOi5i+Gh7zMLnQXDagxjeM3hMg2yEOlNUdD69SOpXz84cgTdzJno5s1DuXMHn+BgtJo1cSxcOF3yIqSHfxyC+XrXP4Ap59CCDgtoVbRVFtcqF3F0xDhhAobOnVHu3EE3bly6FJuIymc+Z8zLXzf4GlsL23QpWwghcjRFQf3xR5SrV9GtXo1OVSEigoeveJt8/z3G5+TxbFu8LbPbzWb87vGs7b4WVzvXjK23yFT//fcfHTp0QFVVkpKS8PT0ZM6cOZQsWRIwBYgmTJjAxx9/nKbyJUAkhMh06tdfo5w5g27tWvKHhlL2+HGOly+PTtHxc97znL4/df3DmhRuwsQmEynhUiILaizEK6ZCBdQKFVBHjULfty+6f/9FOXuWRoGBHKxalSvp1I05rQKsb/FG/gPm5fGNxktwKANobdqg1qmDbudOdL/+il2TJsQ4OLxUmb87X+CcrSm/lX8Bf7qW6poeVRVCiNxBr8c4fz7q3LkogYFw7x5KXBzcuwdxcZAnzxMPazd7dorlTiU70a54Oww6+bmf24wdO5ZWrVoxZcoUYmJi+PLLL2nVqhXLli2jXLlyL12+vGOEEJlPr8c4axZK7dooZ85Q4swZIu73SnitTj9OH5iMq60rTXyb8JrvazQu3FimsBciK7i4YFy5Eu2bb9B99RUGo5Hq+/bhEh4O8fFZUqXgX8fT/u+a3Is25a/pW64vQ6oNyZK65HqKgvG779BVr46SmEi5Y8fYW6tWmou7rZNp7YUQ4rmsrNDeeIOXzf4nwaHc6ciRI3z33XfodDocHByYOHEiXl5etG3bliVLluDl5fVS5cu7RgiRNRwdSVq6FEOtWih37lDt2DGSwsJ4p9I7dC/dnQoeFdApkiZNiCyn16N+9hmavz/6vn1Rbt3C78IF1Pr1sfX0JNbOLtOqEpsYS6fFnbgWfQ2AWl61+LnZzxJkyEiVKqH27Ilu7ly8QkJwuXGDm25pC9iP6eXN7QBTroTupbtTrUC19KypEEII8Uq4d+9eiuWhQ4diMBjo0KEDP//880uVLb++hBBZx88P44IFaM7OGOfOBXd3/PL6UcmzkgSHhMhmtNdeI+nAAVR/fwB0hw7RZONGPEJDM+f8aLy1+i0OXTsEQCGnQizsuFCmsc8ExjFj0KytASh/5EiaZrU7c/MMUw+ZJimw1lszpu6Y9KyiEEII8UooWbIkBw4ceGz94MGDGTp0KP3793+p8uUXmBAiS2kNGpB0/jxaK8kfIkS25+2NcfNmjIMHA2CZkECdnTvxDQzM8FN/5XKKRacXAWBvac+Szksk8WZm8fZGHWqaaSzvnTsUvHQp1UUM3zKcJDUJgNeLvo6X48t1gRdCCCFeRd26dWP//v1P3Pb+++8zfPjwlxpmJgEiIUTWc3TM6hoIIV6UpSXqxIkkzZ2LZm8PQKXDh1E2bMiwUy5yuMKXricA04xls9rOoqxb2Qw7n3icOmwYmrs7AFVPn4azZ1/42A1211gbuBaAAg4F6OvXN0PqKIQQQuR2ffr04bfffnvq9iFDhnD06FHz8r59+4hPRd5ICRAJIYQQItW0zp0xbtyIZmODoqroe/bEISIi3c9zyPo2/fI/uFP2dYOvZcayrODggHGqaYiYEhWFoUsX9ImJzz0sCZVh7kfMy2PrjcXGYPP0A4QQQgiRbrp06cK1a9deeH8JEAkhhBAiTbQqVTBOnw6AEhlJ7Z07sXwkceLLuBZ9jfZeu4jTmWYs61W2Fx9W/zDdyhepo7VqhXH4cACU06epEhDw3HxEfzhf4JRVJADV8leTae2FEEKITKSlMm+gBIiEEEIIkWZax44YR48GwD4mhlq7d6MzGl+63DgliU6LO3HVIg6AGl41mNp8qsxYlsXUL75AbdwYAJ8rVyh67txT972jS+ALlxPm5YlNJsoEBEIIIUQ2Jt/SQgghhHgp6vDhqD16AOBy8ybN1q5FN3w4eW7fTtOMVxoa/T0DCAgNAMDH0YeFHWTGsmxBr8c4axaajw8A5Y4exTs4GJ4QFPzK5SS3DKZp7buV7oZ/Af9MraoQQgghUseQ1RUQQgghRA6nKBinTYNLl9Dt2YNdbCxMmkQTIMrenrMlSqQqUDQu32kWOAUDYGdhx5LOS3C3d8+gyotUc3HB+M8/KLVqoVdVqu/di+bnR2knJy76+hJrZ4eqqZyqWgiCzmFjsOHrBl9nda2FEEII8RwSIBJCCCHEy7O2xrhuHdrMmSgLF6LbtQsAh+hoqhw8iNqiBTY2NsTZ2T21CA2NpQ4hfOZ23LxuRpsZlHcvn+HVF6mjVa4MM2eiDRiAEhODcvUqpa5epeSpU4R5eKALucqqrqtYeW4loVGheDt6Z3WVhRBCiFdOaofmS4BICCGEEOnDxgZ1wAAYMADjlSvolixB99NPKFeuoNu8maYWFhypUIFLhQsDsNk2jC12YVywjOaCRTQXLKOJ0D+YGWts/bG0Ld42qx6NeA6ta1eSWrRA+ecfdH/9he7QIRTAPSGBJFdXFEWR108IIYTIQpKkWgghhBBZz9sbdcgQkv77D/X11wGwSEykakAAtXbuhNBQ1ttfY7zLaRY5XuE/mzspgkM9yvTg4xofZ1HlxQtzcEDr3x/j3r0kHjiAccAAU5DQ2jqrayaEEELkOgsWLODOnTtP3R4TE8O3335rXr5y5QqFChV64fIlQCSEEEKIjOPkhPH330lavhzN0xMAz5s34dYtfHsONu+mU3QUzlOYRoUa8VX9r/itxW8yY1lOU6EC6pQpqF9+mdU1EUIIIXKlgQMH0qhRI06dOvXE7TExMUyYMCHN5csQMyGEEEJkOK1FC5IOH0Y/dChayZJQtizNIpxY1XUVvs6+FHQqiKXeMqurKYQQQgiRrRUqVIhmzZrxyy+/0Lp163QtWwJEQgghhMgcefNinDnTPKOZj5MPPk4+WVwpIYQQQoicQVEUfvvtN2bOnEm/fv348MMPGTFiRLqVL0PMhBBCCJG5ZOiYEEIIIUSqJSedHjZsGHPmzGHatGn06tWLmJiYdClfAkRCCCGEEEIIIYQQOUizZs34999/OXfuHI0bN+bSpUsvXWaGBIiCg4MZPHgw5cuXx9PTk4oVKzJu3DgSEhJS7OPs7PzYv4CAgIyokhBCCCGEEEIIIUSGyehYyKMTeBQrVoxNmzbh7e1Nw4YN2bJly0vVP0NyEJ07dw5VVfnhhx/w9fXl1KlTDBkyhNjYWMaOHZti3+XLl1OiRAnzct68eTOiSkIIIYQQQgghhBAZJqNjIclDzB7m6OjIP//8w9ixYxk0aNBL1T9DAkSNGzemcePG5uVChQoRGBjI9OnTH3tS8ubNi7u7e0ZUQwghhBBCCCGEECJTZHQspHv37lhbWz+2XlEUPv/8c8qWLcvff/+dtsqTibOYRUZG4uzs/Nj67t27Ex8fT5EiRfjf//5HixYtnllOfHw88fHx5uXkCJrRaEzxvxDi+aTdCJE20naESBtpO0KkjbQdIVLvae1GVVUAoqKiUgzZsrKywsrKKt3rkV6xEIBffvnlmdvbt29P+/bt01xXRXtSH6V0FhQURP369Rk7dix9+/YF4NatWyxYsAB/f390Oh0rV65kypQpzJkz55lPzPjx45kwYYJ52d7enhMnThAcHGx+oYUQQgghhBBCCCEepdPp8PHxwd/fn7CwMPP6Tz75hOHDh6frudIzFvKw5cuXs2TJEgIDA7G0tKRIkSL07NmTRo0avVR9UxUg+vLLL5k8efIz99m/fz/FihUzL4eGhtKqVStq167NlClTnnnsgAEDuHz5MuvWrXvqPk/rQaTT6QgKCsLPzw+9Xv8iD0eIV57RaCQwMFDajRCpJG1HiLSRtiNE2kjbESL1ntZuVFUlMTER4IV7EGWHWEhy3fv378/y5cvx8/OjaNGigCn3UVBQEH379mXSpEncvn2bPXv20KpVq2eW96hUDTF777336NGjxzP3KVSokPnva9eu0aZNG6pVq8aPP/743PIrV67Mtm3bnrnPoy+aqqpERUWZX3C9Xi8fmkKkkrQbIdJG2o4QaSNtR4i0kbYjROo92m4URSExMREHBwd0uheb2D07xEIApk2bxrZt25g3bx7NmjVLsW3t2rW89957FC5cmHnz5tGtW7fnlveoVAWIXFxccHFxeaF9Q0NDadOmDeXLl+eXX355oSf+xIkTkrBaCCGEEEIIIYQQ2UZ2iYXMnTuXMWPGPBYcAmjRogWjR49myJAhNGjQgHffffeF6vuwDElSHRoaSuvWrfH29mbs2LHcvHnTvC35Qc+fPx8LCwvKlSsHwKpVq5gzZ85zu14JIYQQQgghhBBCZDcZHQsJCgqiXr16T92evG3evHlYWlqmuv4ZEiDatm0bQUFBBAUFUbp06RTb7ty5Y/77+++/58qVK+j1eooVK8b06dNp27ZtRlRJCCGEEEIIIYQQIsNkdCzE2tqaiIgIvL29n7g9KioKBweHNAWHIJNmMctISUlJxMTEoNfruXjxIkWKFJFxuUK8IKPRyIULF6TdCJFK0naESBtpO0KkjbQdIVLvae1GVVUSEhKws7PDYMiQPjMZpkuXLnh5eTFp0qQnbh86dCghISEsWrQoTeXnmgCREEIIIYQQQgghxIvIiQGi/fv307p1a1q2bMl7771H0aJF0TSNc+fO8csvv7B27VpWrlxJ9erV01R+rggQAcTExODv78/+/ftxcHDI4loJkTNERUVJuxEiDaTtCJE20naESBtpO0Kk3tPajaqq5r9zWoAIYPXq1QwZMiTFkDVN03B2duaHH36gTZs2aS475z0bj0h+QRVFISwsDEVRXniqOiFeddJuhEgbaTtCpI20HSHSRtqOEKn3tHaT09tQq1ataNiwIVu2bOHChQsA+Pn50bBhQ2xsbF6q7Jz9zAghhBBCCCGEEEK8Ag4cOMD69euxtbWlVatWvP/++7i5uTFy5EjKlSvHkCFDiI+PT3P5EiASQgghhBBCCCGEyOa+/fZbzpw5Y14+efIk77//PvXr12fIkCGsX7+eH374Ic3l55oAkZWVFZ988glWVlZZXRUhcgxpN0KkjbQdIdJG2o4QaSNtR4jUy43t5sSJE9SrV8+8vHTpUipVqsTkyZMZNGgQ48ePZ/ny5WkuP8cnqRZCCCGEEEIIIYTI7Tw8PDh48CBeXl4ANGvWjMaNGzNs2DAAgoODqVWrFleuXElT+bmmB5EQQgghhBBCCCFEbuXq6srly5cBSEhI4NixY1StWtW8PSoq6qVmZpMAkRBCCCGEEEIIIUQ216RJE0aPHs2ePXsYM2YMNjY21KhRw7z95MmTFC5cOM3lS4BICCGEEEIIIYQQIpsbNWoUBoOBVq1aMWvWLCZPnoylpaV5+9y5c2nQoEGay5ccREIIIYQQQgghhBA5REREBPb29uj1+hTr79y5g52dXYqgUWpIgEgIIYQQQgghhBDiFSdDzIQQQgghhBBCCCFecWlPb/2KOXDgABcvXqRx48bky5cvq6sjRI507949li1bxooVK8iXLx9dunShXr16WV0tIbK1mJgYli5dyvr16ylYsCDdu3enbNmyaJqGoihZXT0hsrWwsDA2bdqEXq+nRYsWODo6StsR4gWEhYVx7tw5qlWrhpWVVVZXR4hs6/jx4wCULVs2i2uSPqQH0XMcO3aMevXq0aNHDyZPnkzLli3ZvHlzVldLiBzpzz//5IcffqBQoULo9Xrat2/PokWLUFU1q6smRLb17bff8uuvv1KgQAEuXbpE48aN2b17t/zAFeI55s6dS+3atfn555+ZOnUqjRs3Jjg4WNqOEE+haRoHDx7k9ddfp3z58rRt29Y8nbYQ4oHo6Gh+/vlnatSoQb169fjtt9+IiorK6mqlCwkQ3RcZGUlERIR5WdM0NE1j4sSJeHp6cuzYMVauXEmpUqX48ssv2b17t3k/IcQDBw4c4O+//+bYsWMp1oeFhTFhwgQGDBjA+PHjmTJlCu+88w6//PIL+/fvz6LaCpE9BAQEsGDBgscuxE+cOMFff/3F8OHD+fbbb5k3bx5NmjRhwoQJnDp1KotqK0T2EhQURExMTIp1oaGhfPPNNwwdOpS9e/cyb948rKysGDVqFMHBwVlUUyGyl+DgYIxGo3lZURTOnTtHnjx5+PPPP3FycuLw4cNZWEMhsl5ERARhYWEp1kVHRxMcHMzrr79O586dCQ0NJTw8HMj58YFXOkB0/vx5vvjiCypVqkSNGjV49913mTdvHmD6gDx79iwXL16kadOm2Nra4uLiwpdffknevHlZtGhRFtdeiKz18IdfREQEP/74IxUrVqRv374sW7aMbt268d133xEZGQnAnj17KFy4MFWqVDEf17NnTxwdHVm2bFmm11+IrPBwuwkPD+ebb76hTJkyvP7660yfPp3WrVsze/ZsEhMTAdi+fTulSpWiUqVK5uP69+9PYmIiGzZsyPT6C5EdJCQksG7dOrp06ULhwoXp2rUr/fr1Y8eOHeZ9du7cibOzs3kYc4ECBRg+fDhhYWHmtiO9V8Wr5t69e6xcuZKOHTtSpEgRunTpwoABAzhx4oR5n9q1azNixAhatWpF5cqV2bRpUxbWWIiscenSJb766isqVapE1apVeeedd/jpp5+IjY0FwMHBgQEDBvDOO+/QtWtXLly4wKVLlwByfC/VVypA9PCF+dWrV/npp584d+4cI0eOZN68ebi6ujJ27FjWrl0LgKWlJZcuXaJIkSLm47y9valSpQqHDx8mMjIyx78BhEit27dvc+jQoRR3nI4fP87x48f53//+x5EjR1i2bBl9+vRh/fr1bNy4ETB9WMbExJh/+AL4+vpSvnx5tm/fnumPQ4jMdOfOHU6ePJniO2Pv3r2cPXuWzz77jCNHjrBkyRIaN27MjBkzzL3qbG1tCQ0NxWB4kDKwXLly+Pj4sGfPnkx/HEJkhXv37qVYPnDgADNnzqRw4cKsWLGCv/76i5iYGMaNG2fu7RAdHU1MTAyOjo7m4ypXroyXl5f5O0eu4URul5CQkGJ506ZN/P3335QqVYrly5fzzTffcPLkST7//HOuXbsGgI+PD+7u7gA0atSIvXv3Eh0dnel1FyIzPfy75vbt2/z1118cOXKE4cOHs2bNGipVqsRvv/3G3LlzAdP1ma+vLwDVqlXDaDRy/vz5LKl7esvVAaLExEQWLlxIixYteO2115gyZUqKrl8FChTgiy++oFOnTpQvX57Jkyfj4uLCqVOnUFUVX19fVFU1f2CC6WKiRIkSJCUlceTIEXNZQuR2x48fp3nz5pQqVYq33nqLd955h3379gHg4eHBoEGD6NmzJ5aWluj1evr27YuqquaLE39/f4KDg81tEEwfrqVLlyY6OjpFOxMit9i/fz/169enVKlSvPnmm3z44YecPXsWgMKFCzN48GA6duyIXq/HwcGBwYMHp+jGXKVKFa5fv86dO3fM6/LmzYuvry937tzh1q1bmf6YhMgM165dY9SoUZQvX56OHTsye/Zsbt++DZh6/jRv3pzhw4dTrlw5ypUrxw8//MD169fN3yWVKlXiypUrxMXFmcv08PDAz8+P0NBQIiIiJEAkcqXg4GA++ugjKleuTL9+/Vi5cqU5yKrT6WjZsiWffPIJZcuWpWHDhvz0008cOXIkxfdMsvr16xMaGsrFixcz+2EIkaGMRiMrVqygefPm1KxZk6+++orAwEAAkpKS8PT0ZNSoUXTp0oWiRYvy+eefU6VKFU6cOIGqqubvD6PRiL29PUWKFOHYsWNPbEc5Ta4OEG3fvp3x48dTo0YNOnXqxLRp0xg4cCAAXl5efPLJJ5QoUQJ40M04MjKSPHnyoNOZnppy5cqxa9euFEGgAgUKYGtry5UrVzL5EQmROZJ7+SS/7+Pj4/n999+xsbHhxIkT/PDDD4SFhfHhhx8C4OfnR6VKlbC0tDR/YMbFxXH8+HEqVqwIgKenJ25ubgQEBKS4YLezs8PZ2ZkLFy5k5kMUIt0l331KbjcRERH89NNPFC5cmGPHjvHxxx9z4MABRowYAZhmu6hSpQoGg8H8nXP9+nVu3bpF0aJFAShatCgODg7s27fPnBsPwNHREUVRuH79emY/TCEyVPJ7/I8//mDXrl2MHj2aWrVqMW7cOMaMGQNAnTp16Nu3L87Ozubj9Ho9V69epWTJkoDpe8nW1pb//vsvRbkuLi4YDAbJQyRypfj4eH788UeOHj3KiBEj8PDw4KOPPuKXX34BoHnz5vTv3x97e3vzMYmJicTFxeHp6flYecWKFcPT05OdO3dm2mMQIjMcPnyYr7/+murVqzN48GDWr19Pnz59iI6Oxs3NjYEDB5p/wyTHCS5fvoyHh4f5mu1htWvX5syZM4SGhgI5uwNJjp/mfuvWrRw4cAAfHx/atGmDnZ2dedtnn31GgwYN+PTTT1EUhQoVKtCpUyfmzZtHjx49ANMLrmkaer2ejRs3YmlpSbVq1cxltG7dmp9//plLly5RuHBhAIoUKcLFixfJnz8/IF2URc5369YtVq1axbJly7h79y41atSgTZs21KxZEzANyUzuxu/i4kK9evUoUaIEJUuWZOHChXTu3PmxdjBx4kRatGhh7omn0+lo06YNu3fvpl27duapIKOiooiJiaFQoUKZ/bCFeCk3b95kxYoVrFixgoSEBOrVq0f79u3NNx4uX77M+vXr2b17N66urnTo0AEvLy+aNWvGvn37qF69+mNlTpw4ke7du+Pu7o6qqlhbW9OgQQOWL19Oy5Ytzd3+k5KSuHv3booh0ELkJMHBwaxdu5ZLly5Rs2ZNGjVqhJ2dHYqiEBgYyLRp0/j9999p1aoVbdq0oXTp0vTr1493332X4sWLmy++NU1Dp9Mxffp06tati6urK2DKD1GtWjVWrlxJ8+bNcXJyAsDe3p7bt2+b9xMipwkODmbdunVcv36dBg0aULt2bfMP1pMnTzJjxgw2bNhA1apVadu2LQULFuS7777j7bffxsHBwdz7QVVV9Ho9v//+O61bt04xHDOZXq+nRo0abNmyxXyTXYicYtu2bezatQsXFxc6dOiAm5ubedv48ePx8/Pjk08+wdramvr161O7dm2mTZvGkCFDMBgMGI1GFEVBp9Nx9OhRoqKi8Pf3T3GO5N8/DRs2ZMaMGVy+fJnSpUvn6PhAjutBFBoaitFoZObMmdSoUYP33nuP06dP8+OPP9K+fXuCgoIA09jBiIgIatWqZf4QrFatGq1atWLOnDnmGcsURUGv12M0Gvnnn3+oVq0a5cqVM194dO7cGYCZM2eau2du2rSJe/fuUaxYsSx4BoRIH2fPnmXOnDkYjUYGDx7MwoUL8ff353//+x/Hjx+nd+/e3Lx5EzAFUmNjY83v+YSEBNzd3alTpw4bN25M0e0fTFH5gIAA3nzzTaysrMw9K7p164bBYODzzz/n+vXrhIeHs3HjRkqUKIGXl1cWPAtCpM6JEydYs2YNd+7cYcCAASxevJgaNWrQs2dPVq5cSb9+/cztICwsDHt7e/LlyweYehhVq1aN4sWLs2zZMvPwy+T28e+//3LlyhXeeOMN4EF7euONN7h58yZjxowhOjqakJAQNm7cSPXq1bG2ts7sp0CINImPj+f8+fPExsby4Ycf0rJlS5YuXUpsbCwjR47kzTffNO978+ZNVFWlTp06gGlYTPIP3X/++YekpCQURTEHhy5dusTmzZvp3r079vb2JCUlAfD6669z5swZc86IpKQkNm/eTN68efHw8Mj8J0GINIiPj+fKlSvcvHmTgQMH0qxZM5YsWcLVq1fp37+/uVcqQGBgIG5ubuaeDxYWFnTt2hUrKyvzBDs6nc4cHDp48CDHjh2jZ8+e6PX6J56/RYsWHDt2jJMnT7JhwwbpTSSyreSeoQsXLqRevXq89957BAUF8c8//9CoUaMUMyxfvnyZOnXqYG1tTUJCAp6envTq1YvVq1enSDadHHydO3cuRYoUoWHDhn1mU0QAACThSURBVCnOmby9cuXK2Nvbc+LECY4cOcKiRYtSzJCek2TbANGTumUtWLCA//3vfwQGBnLw4EE6dOhAQEAAM2bMYPLkyURHRzNjxgzAdGFeuHBh81jC5Avwjh07cvToUXP3r+To3ubNm9m8eTOffPJJivUuLi589tlnzJ49m4EDBzJkyBDGjRvHZ599RoECBTL0ORAio6iqyrJly9i4cSNxcXFYWFgwbtw4Ro4cSceOHVmwYAGaprF582YA7t69i4+PDwEBAcCD9tmkSRNOnjzJjRs3AMzB2N9++43SpUubZ4+xsLAAoHz58owePZqwsDA6d+5M5cqVCQwM5Isvvsjsp0CIVEtMTOTnn39m//793LhxAzc3N3788UdGjBhB7969mT59OiEhIeYEuDExMfj4+Jjz1SV/DzVt2pTdu3ebZ8LQ6/XExcXxxx9/ULduXcqUKQNgTkxdq1YtRowYwZ49e2jdujU1a9YkPj7e/H0lRHaXkJDA2LFj+emnnwgNDeXSpUtMnjyZjRs3MmXKFCZNmsSOHTvYu3cvYOrV6uvra247ycHUJk2asG3bNnPC3OQL819//RUXFxc6duyIpmnmtvPaa6/Rp08fvv76awYNGkTbtm05fPgw48ePz+RnQIi0iY2N5Z133mHx4sWcPn2ayMhI/vjjDzZu3Mi0adP4+OOPWbVqFUePHgVMbadQoULmWck0TcPd3Z26deuyfv16c7nJwaBffvmFMmXKUK9evcdm9UtISGDPnj3s27ePmzdvUrduXXr37s2JEydSTDgiRHawe/duunfvTnBwMHv37qVevXrs3r2b6dOn8/fff1OgQAGmTp0KmNqJl5eXOSdk8u+aVq1ace3aNXPai+R4wNGjR5k/f36KYOzDgoODWbNmDdevX2f8+PHm3F7J8YacJtsNMYuNjSUkJMScfwFMF9V6vZ6QkBDc3NzMiT19fHzMd0+rVKlClSpVzC9ovnz5yJs3r3k5+Qdq9erVSUhIIDQ01DxOPSoqiuHDhzN8+HB8fHwA0xslLi4OW1tbunXrhq+vL0uWLCE8PJxx48bRrFmzTHtOhEgNTdNQFIWzZ8+yZMkSAgICqFGjBh988AEGg8F8x/XcuXNUqlQJe3t7Zs6cmaKMpKQk8ufPb85v4uTkhK+vL7t376ZTp07mD8wGDRrw1Vdfme/WKorC7t272bFjhzm4dOPGDY4cOYK/vz9OTk5UrlyZVatWmYeGli5dOhOfHSGe7cyZMyxdupTDhw/TqlUrevXqhV6vR1VVLCwsuHjxIvXq1aN48eL8+uuvKY7V6XR4eXmZk0wXKFAAOzs7jhw5QuPGjc3tpm7duvz5558pboSsWbOGc+fOMWvWLMDUbs6fP0+FChWws7OjdevWlC1blv/++49ixYqZg0hCZCdHjx5l5cqVKYYRa5qGpaUlZ86coXXr1hQsWJApU6akuMlWrlw5fH19OXnyJDVq1MDZ2RkHBweOHTtGvXr1zG2ncePGLFiwgPj4ePOx+/btY86cOezatQswfQ9FRERgZ2eHpaUlQ4YMoXz58qxZs4Y6derQsWPHFNeYQmQHFy5cwN7e3jyMGExtx9bWltOnT9OtWzcqVqzIhAkTKFCggHnofpUqVXBzc+PSpUuUL18eb29v4uPjuXDhAhUqVDBfE9aqVYsJEyaYy1UUhRUrVrBlyxZzrwqdTkd0dDQ2Njbo9XoCAgIYMGAA9vb2fP311zRs2JDixYtnyfMjBGD+7LeysjKvS34/BwcHU7x4cfLkycOQIUNwdXXF1tYWgEKFClGzZk3zDTyDwYCvry+nTp1KUV7VqlVJTExM0ZFE0zSGDBnCG2+8QYUKFcznjImJMefymjx5Mn///TddunShbdu21K5dGwcHh4x/QjJItuhBdOXKFcaNG0eNGjUoWbIkb731Fh9++CGnT58GHnSzd3Fx4fjx41haWlKsWLHHutbv2rWLBg0aAODm5kahQoW4ePGi+WJdVVUsLS1xc3NLEdFLjir6+/szY8YMWrduTaVKlVi1apV5n2rVqjFhwgSmT59O69atzQEnIbIbRVFYu3Ytb775Jnv37qVWrVrmmcLgQS8GS0tLc6J1o9GIqqrmQM+JEye4e/cuzZs3B0xJ3UuVKsXu3bvNx4JpRpiEhARze4iMjGT48OH4+voyefJkqlatSokSJRgzZgxXr1411zFfvnw0b97cHBzKyYncRM708Hsu+e/58+fTp08f9u3bR6VKlShQoIC5l08yFxcX82wuRqMRTdPM7ebMmTPExcWZux8XK1YMLy8vDhw4ADy4UZEnTx6MRqO5V0RoaChjxoyhUqVKjBkzhipVqlCiRAm+++67FLP+FSpUiA4dOpiDQ9JuRFbTNI3ly5fTpk0b8ufPT+vWrdm6dWuK3AvJ13B6vZ7Lly9jYWFhDg4lfx9dvHiRO3fuUKVKFQCKFy+Oh4cHhw4dAh60HW9vb2JiYsxlxsTEMHHiRHr37k1wcDAff/wxZcqUoXXr1pw7d85chwYNGvD9998zfPhwCQ6JbMNoNPLdd99RqFAhmjdvzuuvv87SpUvN7SL5fV6gQAEuX76Mvb29ue0kf/5fuXKF8PBwKlWqBEDFihWxsLBIEfQByJ8/P/fu3TPP3nf79m2mTp3K4MGDOXbsGB999BGlSpWiX79+hISEAKaZAI8fP87evXvNub8erpcQmSF5yvkmTZpQrlw5NmzYADx4Hya3BQcHB44fP46joyMFCxY0B4eS7dq1yzxs2cnJiZIlSxISEmL+fZLcKy5fvnwpZoidN28eiqLQoEED5s6dS9u2bSlatCh///23eZ+vvvqK27dvM23aNJo3b27O9ZVTr9OyLEB0/Phxvv76a27evMm2bdvYv38/gwYNYufOnbz//vscOnSIKVOmAA+62RsMBnMPn0fNmzcPTdNo2bKleV3NmjWJiooy92TQ6XScPHnSPA03QEhICH/88Qe7d++mSZMmTJ06lQoVKjB9+nS6du362Hly8ostcpd79+6ZZwN7+D156dIlJk6cSLt27Vi1ahXDhg2jZcuW5MmTB1VVMRgMJCYmpsi/oNPp0Ol05rY2efJk6tata845ZGNjQ8uWLbly5QqrV682n2/u3Ln4+PiYP6T/++8/rl+/TmBgIFevXmXYsGFcunSJXbt2UapUqRT1f7jOOTmRm8hZ4uLiCA4OTvGeUxSFw4cP89NPP/Huu++ycuVKRowYQePGjc1f8jqdjjt37uDq6mq+K6TX61EUxdxufvjhB9q3b29Ogujk5ETjxo05cOCA+YcumMbGlyhRwnwnbPfu3YSEhLBv3z4uX77Mxx9/zKVLl1i+fPljydul3Yjs4K+//uLnn39GVVV++OEHgoKCWL16NcHBwWzZsiVFDze9Xk9MTAwFCxY0t5WHg0YAv//+OxUrVjTfnc2XLx81a9bkwIEDKWYb27lzJ4UKFSIyMhKAPXv2sHnzZv744w/zD9tPP/2UNWvWPPE7R37YiqySHPSBB5/jGzZsYOnSpYwfP54tW7bg4+PDd999x8KFCwFT+wgNDcXV1dU8CU/yscltZ9q0abRs2RJvb2/AFEyqUqUK27dvTzHd9t69eylRogQxMTEArF27lgMHDvDNN9/Qq1cvQkND+fzzz/n7778pWLAgYLr2A1N7fbjtPGkGJyHS0/Hjxxk7dixxcXEcPXqUBQsW4Ofnh5eXl3n4ZPI1UPL7MbnX6JOsX7+ey5cvmyepAvD398fS0tKcm8vCwoLg4GB0Op257Dt37jB79myOHDlC586dmTx5MuXLl2fhwoUMHjzYXJaNjQ2applvHCbXK6dep2XKELPbt2+TkJCAh4cHSUlJGAwGrl27xvTp0xk1ahQ1atSgevXq5rs6Pj4+rF27ltjYWBISEswv9tmzZ/H19SUuLs78oQWmqYT//PNP3njjDTw9PYmPj8fKyoq6detSp04dxowZg4ODA/Xr12fZsmU4OzvTtGlTwHQ3+O2336Zq1apUq1btuR968qEoslJERAQrVqxg/vz5BAQE8O233/LGG2+Yf8AqisKBAweIjIxk2LBhLFq0iICAAPz8/OjQoQMuLi6A6X0cHBxMzZo1zV0zk/9ftGgRp0+fZuLEiQDmsv39/enVq5d5qm4fHx/mz59P7969zRfiFStWZN++febzJEueMePRH+VCZIbw8HAWLFjAvHnzCAsLo2jRolSvXp0BAwaYp/Xdt28fNjY29OvXjwULFnDy5ElKly5NmzZtzHehHBwcOHXqVIobEcnt5pdffiEuLs58wZA8NLpjx46sWbOGvn378tZbb2FjY8P27dvp37+/+YZHo0aNOH36dIqhBSDtRmQ/ye/ro0ePEhkZiV6vp1GjRuzZs4dKlSpx+/ZtLly4QPHixVPMiGQwGLh06ZJ54o+Hr6WSZ6NdvHgxgPk6sWPHjixatMichNfHx4fly5fz2muvmXsyFC5cmN9++43atWs/NkV3cttM9mhbEiKjHT16lH/++Ye9e/fi6+tL69atadq0qfk3zKZNm7C3t6dbt26AaRbLkSNH8vPPP9O9e3cA8ubNy7Fjx+jXrx+Q8jtg4cKFhIWFMW3aNOBB2+nevTtbt27l7bff5rPPPkOn07Fr1y6aNm1qnoG5QoUK/PjjjzRp0uSJ09s/TH77/L+9O4+K8rweOP5lGTbZgiguLAIyjsCECIlGseIumnBKNNYFQWuUGC1VQo7WWo2KKWpdc+rRWENP6hJtounBqFG0aixtNRoXDKJiIyBRXFD2TZjfH/zeRyagaXJqgnI/f87BYfB977zve5/73Csep+byBDdu3CA1NZX58+fTrVs3EhMT6dmzJ/PmzePChQvq2aQxbVvl7du3zZ5DampqWLNmDWPHjkWv16vcgtFoJCYmhnXr1mFra0tMTAx//etf0el0jBo1CmhIOk2YMIG3336bXr16PTIWtMFXT4PHGvHaylLXrl157733gAfVQDqdDn9/fyorK+natatZye/Jkye5desW8fHx2NjYqJKvsrIybt++jb29PfX19Sob/6c//QmAKVOmAA/2EbZp04YFCxYwbNgwlixZQlBQEGlpabz55ptqqoydnR0JCQm8+OKLqqu/VAmJliQnJ4eUlBTy8vL4+uuv+fDDDwkICKBXr16qaXTjG9+qqipMJhMrVqxg/fr11NbW8sEHHzBixAg15c/KyoqrV6+i0+nMkkP37t1j7dq1TJo0Sa0gWVpaqlj73e9+R3JyMqdPn+aDDz5gzJgxauISNFRMuLu7P1VZdPFkysnJYdmyZZw+fZq0tDT27dvHlClTSE9PZ/To0ezevZvVq1cDDTcPRUVFODs7M3fuXDZs2EBxcTEpKSmMGzdObfOytrbm1q1bqvJHS+Dk5eWRmprK66+/jpubG9AQY1qz3JUrVzJz5kw++eQT/vKXvxAbG8svfvEL9Vnd3Nzw8PCQuBEtwtWrV1mzZg3vvvuu2j6p0fpxeXt7q4fcIUOGcOLECSIiIujVqxdJSUmMGjWKgwcPqqoDW1tbcnJy1IJf43N9xYoVREVFqb6QWq88d3d3Vq9ejb+/PzNnziQ8PBxXV1ezaWddu3Zl9OjRdOzYsUn8SOyIH1tpaSnp6enk5OSQlpbGjBkzuHbtGnFxcbi7u/PWW2+pJrnFxcUUFhaaVbo5OjoSHR3NhQsXyM3NBRqeU0pKSsy2nZlMJsrKyli3bh1jxoxR1UPaM5bRaGTFihUqWTR48GD8/PyIjY1Vvys4OJi4uLhmY0eIH8Oj8gTW1tYEBARQWVlJp06dGDFiBO7u7gQEBHDr1i2z5tLadaaoqIiysjKVHNJiZsuWLdy5c0ct4DWuMpo+fTqTJ09my5YtGI1G/vznPzNjxgxVvW1jY8OECRPo3bt3q8oTPNYKovr6ej766CMMBgN3796luLgYFxcXoKFXQ7du3SgvL1c3GXv37iUpKYmbN2/SpUsXtm7diqOjIyEhIUDD3vPTp0+r99dKL3fs2MHSpUuxt7fn2rVrpKenM3DgQHx8fHB0dGTt2rWcPXsWV1dX9dDbWOObCcmSi59SWVkZdnZ2WFtbq+x4UVER7733HnPnzsXFxYWEhAR69uzJhg0bSE9PVyu6WpKntLSU8vJyNm/eTGpqKmFhYeTl5REXF8fq1atZtWoVOp0OT09P1YT6/v376HQ6duzYwTPPPMPUqVM5evQoe/bs4cyZM6xatYrg4GBcXFwYNWqUyqw/zNOURRctX+MqOED1V9i0aRPTpk3j/PnzJCUlMWjQIAD8/f0pKiri6NGjlJaW4uTkRElJCVlZWdy7d4+NGzei1+s5fvw48fHxbNy4kXnz5lFUVERQUJDam67F6LZt2wgICCAmJobDhw+zb98+MjMz2b59Oy4uLrRr146pU6cyZcqURz60StyIn1JFRQXbt28nNTWVgoICampqGDduHO3atTP7OUtLS77++msMBgN1dXUYjUZeeuklevXqRWRkpEquLly4EEtLSwYOHEhlZSUGg0H1hNSuOdu3b6eiooK5c+dSXV3N8ePHVcsBBwcHjEYj69evJzs7G71e32pWb8WT6cKFC8yaNYu0tDSuXr3KhAkT+OUvf4mtrS11dXU4ODjw2Wef8cYbb+Di4kJ1dbVqqq49HxkMBjp27Mj+/fuJj48nNzeXkJAQtVChDRrZvHkzDg4OJCUlUVVVxfHjxzl16hRvvvkmJpOJ8PBwwsLCuHz5MkFBQc3GjnbtlNgRP4Xvkyeora1Fp9MRFBTEgQMHOHPmDN27dzerFG3fvr2a1Kc9GxUXF7N582aSkpJwd3fn2rVrHDx4kODgYMLCwrCzs2Pu3LmMHDkSe3v7h7ay0X5Pa8kTPNa/ctu2bQwePJhhw4aRk5OjqhegYcX2+vXruLu7qwqh5557jk2bNpGVlcW7775LRUUFkyZNAhoaR929e5eAgAD15Qgwf/588vPz+fjjjwkJCSEsLIxFixY1GSsXEhKikkPf3oMuZcfip/Tll1+SkJCA0Whk3LhxKk60c7xt27Y4OjpSWlqKi4uLyqLr9XoqKytV0lRb6fXz86OiooIBAwYQFhZGbW0t3t7ejB8/nr///e/U1NRw584dHBwcVJZdp9NRVFTEggULyMjIIDAwkNjYWHJzc4mJiWl2asW396QL8WOpr68nPT2d6dOnM3r0aNatW8e9e/fMvsvbtm2Lra0tlpaWxMbGquSQds5eunSJDh06qDgLDg7m1q1bDBo0CL1eT319Pb169WLkyJF8+umnANy7d4/q6mrVJNTa2prc3FyWL1/OgQMH8PPzY+LEieTm5jJmzBg13UJjYWEhcSN+cvfv3+fgwYMsX75cTXCBB6uqEydOZOfOndTV1ZGdnW32b7VzNy8vD2tra6ysrLC3tyc5OZnJkyfj5+dHWFgYa9aswcPDQ/V2uHHjBra2tqrCTqfTcfv2bXW/NmnSJLy9vZkwYQIZGRlUVVWZ/V6DwaBWb5/2lVvRcj0sdjSenp6Ul5fj6enJjBkzmDZtmkoOWVlZUVNTg7u7u+oD1LVrV65cucLNmzfVe7Rp04aQkBD+/e9/Aw3DP8rLy9XWMK0CfMmSJdy7d49Ro0bh4+NDXFwcR48eVUknaKg+MhqND40defYRP6X/Nk+g9U8FCAoKwsnJibNnzwIPnuFNJhM1NTX4+fmpeANYtmwZZ8+e5cCBA4SEhBAaGsqSJUu4c+eOOv9NJhPdunVTyaHm7tFaW6w8lgoibVX1X//6F7179yYoKIj09HSysrLo0aMH0NBN//bt2w0f4v8PeqdOndQXoIeHB25uboSHh3PhwgW6d+/OV199Rf/+/dVBKi8v5+bNm7i5uWFtbU1ycjKRkZEPbVClaS3ZP9Hy5efns3jxYpydnVm8eDEdOnTAycnJLCOenZ1NaGgot27dwsnJSWXRu3btiqurK8eOHVOTX6DhQTcwMJAzZ84AD77UAgICKC0txcbGhjZt2nDu3Dm17x0abiReffVVevTowYABA/D393/kZ5c4Ej+V5ORk9u3bR1hYGH379mXNmjWcP3+elJQUnnnmGeBB3Ny8eRMnJyfq6upUM/aioiJycnIYP368avz5/PPPo9frzcqWoWFyWHFxMdCQfD116hSenp7qs1RXVzNmzBjCwsIkbkSLd/bsWd555x0uX75Mbm6umlAJDfdiY8eOVT23fH19OXLkiJr6Ag+uJ15eXly/fl299u1m6p06dcLLy0vd8Ht5efHFF1/w61//Wv3MnTt3sLOzw8/Pj5/97GcsX778OyeMSfyIn8qjYkdz5coVnn/+ea5evUq3bt2a9JHLysrCYDCoxblBgwZx+PBhMjMz1bnv6OiIs7OzmnLZpUsXTp48aRZjV65cwc3NjY4dO9K3b1+JHfFE+b55gsYx5O3tjZeXF1euXKG8vJw2bdqo97t48SKdO3c268uan59Pu3btcHZ2fmie4NvJH4mVx5Qg0g7SmTNnSElJob6+HkdHR7WdBaCwsJCgoKAmDacb2717Nx06dFDjud3d3dV7mEwm7O3t2bFjR5MxdlrmTw6waOkSExPx8PBQe28b0xq1FRcXU1ZWppoIaglVb29vfH191QhtLVvu6enJhAkTSEhI4PDhw0RERFBfX8+mTZuIiIiguroanU5HdXU1paWlQEPMODg4sG7dOrPPoD1Ut7bMuWi5MjMz+fDDD0lOTlYNb+3s7Ni5cyfXrl1TCSItbhqvumpJn507d1JbW2uWINXr9URFRbFhwways7MxGAxUVlaydetWXn75Zaqrq6mvr8fDw0PdtJhMJvR6veopoZG4ES2VpaUlwcHBLF26lPj4eI4fP87IkSOxs7PDZDKZ3U/169ePI0eOMHfuXHXd0bbD6HQ6tfWsuXutgoICdu/ezZQpU9Sihq2traqcgIatno3bBmgkfkRL9KjY0SoWCgsL0el0qlLO0tJS7XrQHoBXrFih3rNPnz54eXmxY8cORo4cCTRcu/bv38/8+fOBhkUIX19fCgoK1ITMPn36kJmZ2eQzNq6cEKKl+qF5Am3x3GAwkJ2dTVZWFkajkcLCQnx8fKirq+P69evodDr1DLVp0ybVm1gjeYLv9tj+Z06cOMHgwYNxdXXFzc0NV1dXPvnkE4xGIxcuXOD27ds4OTmpg15ZWcmlS5coKChQDT8PHTrEr371K1544QWKi4uxt7dHp9MBD/oFOTg4qIbVjRt7ykEXLV1RURGlpaUMGDCA/fv3M3z4cCZPnsy2bduorKw0q6y7dOmSGqGo3TRr28yuXr1KcXGxOuctLCyIiYkhOjqaWbNmERsby5AhQ9TYeUdHR/Ly8ggKCqKiogIw/5JsXFqpjfEWoqWoq6vDy8tLjZqHhhL8tm3botfrVVPCb8cNPOhNtHz5chITE82mLFlZWZGUlERISAixsbFMnjyZl156CRsbG+Lj47G1teX8+fP4+vqq7ZyNy5MlbsSTwGAwMHv2bPz8/Bg+fDgZGRlqFPa3z9mhQ4eSlZVldtMODcMIzp07Z1axcP36dc6ePUtubi7Hjh0jOTmZ0NBQYmJi0Ol0fPXVV/j6+nLv3j0A1cAdaNIcV+JHtESPih2Nh4cH586do127dmbXndraWhYsWMDUqVPx9/fHZDJhMplo06YNiYmJnDp1iri4OHbt2sX8+fMJDAxkwIABQEPlkjbdCR4skEPzsSPEk+D75gkas7Oz48qVK7z22mt06tSJOXPmAA0DP7TKO+36YmtrK3mCH+CxNaneuHEjvr6+TJw4kc8//5zy8nIcHBzo2bMnBoMBaNjDriktLeXjjz9mz5495Obm4uPjQ2xsrBrz6OLigqurq/rCbEwOsngSWVtbU1JSwpdffsmlS5cYOnQoVVVVzJkzh+zsbBYvXgw0xIafnx9lZWVNeppofRlOnjxJv379KCgoUGXI69ev5/jx43z22WcMHTqUn//857i6ugINJczDhg0z2zqgkXgSLZler8fDw4NVq1bxxRdf8Pnnn3Px4kUSExOprKxU53hZWVmzcTN79mzCwsJ49dVX1WslJSU4OztjZ2fHtm3bOHr0KIcOHWLixIlER0erpomenp7079+f5557zuwzSR878aTQ6XRqoW348OH8/ve/Jy8vr9kx12FhYVhYWHD69Gm1rVKrUKivr6eoqEj9bEFBARs3buTQoUNYWFjQv39/5s2bp6YrOTo68uyzzxIcHAyYJ6PkoVY8CR4VO9o5bDKZaNu2LVVVVdjZ2al/u27dOnQ6nZr62vj8Dw8PJzU1lV27drFw4UK6d+/O/PnzVd/Uzp0706VLF5WQldgRT4PvkyfQrjv5+fm8/PLLFBQUEBgYyODBgxk0aBB9+/YFoF27dgQHB5stpoM81/wQjyVBVFVVRUhICCdOnKB37968//771NbWsnTpUqKiorCwsMDR0dFsBbh9+/ZERUURERFBjx49mmwbA5g1a5a6URfiSefs7ExhYSGbNm1i06ZNqry4c+fO/OEPfyA6OprQ0FAuXrxIly5dVGWERmvIVlRUxOuvv87du3cJDw8nLS0NaMia9+vXj379+jX53W5ubsTExDz+P1KI/zEHBwfef/99li1bxq5du4iOjmby5MmsWrWKjIwMUlJSCAgIIDs7u0ncHDt2jKysLBITE9m7dy9btmzhH//4B6+88gpr166lvr4eZ2dnoqKiiIqKavK7O3bsSHx8/I/55wrx2AQGBtKmTRvOnDnDCy+80OQm2tXVFaPRyKFDh1Q8WFlZqYEhWgWq9l7Tpk1jzpw5zfbh8vHxISkpSfX8EuJJ9rDYuXTpEkFBQRQXF6sEUUFBAfv372f69OnY2NiwefNm9u7di16vZ9GiRdTX19OvXz9efPHFZnuoGgwGFi5c2GSBUIgn1ffNE2iJUG9vb1auXEl4eHizeYLx48fj5OQkC3b/A48lQWRnZ8c777yDTqdTB7C2tpaUlBT++c9/Ehsby3/+8x+1HUA78EajUb1Hc/sDtd4SQjwtxo4dy5YtWwgNDVWv9erVi/bt23PkyBFCQ0OxsrIiNzcXFxcXFS/Xr19n4sSJnDx5ksDAQIYNG8aAAQNUFr2xxmXOQjwNSkpK2LdvH7/5zW8YM2YM0DCpMiEhgY8++ojf/va3WFpamsUNwK5du8jOzuaNN96gQ4cODBs2jK1bt6pKusbXG4kb8TTT+jP07NmTY8eOERMT0+wD6ODBg9m2bRupqamcOXOGESNG0Lt3b65du2bWw8vBwcHsOvbt5ryAJIfEU+FRsVNTU0NhYSEeHh6qUe6WLVs4fvw4Fy9eZMaMGXh6ejJw4ECio6OBB9cdLTnUXA8uSQ6Jp8kPzROYTCaGDBkCPMgTNL7OSBHJ/85j22LW+CDV19ej0+kYPXq0KlO+c+cOBoNBNQ6VDuKiNRo1ahR/+9vfyMzMVFvDLCwsqKqqwsPDA2iorqusrAQeZNE7duzI22+//dBqu8bkAVc8bbQmhAMHDlSvOTk5qTHC0DRuTCYTAwcOJCoqit69ez90OIJG4kY8zbTzOyoqiqVLl1JUVISjo6O6H8vJyeGPf/wjBw4c4MaNGyxbtozw8HC8vLxwcXHh5s2b6hrVHLmHE0+rh8UONPQg0np2WVpaUldXh42NDVOnTiUiIoKIiIjvTJTKtjHRGvyQPIFsG/vxPLYEUWPaQZwxY4Z6bfr06XTo0AGQG3HRehmNRvR6PatWrcJoNOLp6cmRI0eoqakhIiICaNiD++yzz1JRUaGSQSaTifDwcKD5LLoQT7OuXbuSn5/P9u3bee2117C1teXo0aPcuHFDbYXJz883ixsLCwuzbWMSN6I10x5CIyMjeeutt0hLS6O0tBRLS0tmz55NTk4O33zzDTNnzuSVV15R05M0K1eubDLaXojW4FGx4+zsTEhIiBq/bWVlRWJiotm/l2uPEOYkT9Dy/CgJosa0LKD28CtEa2ZjY8PKlSuZNGkSkydP5ptvvsHa2polS5aoLHphYSHt27c3qxSSLLpozRwcHIiLi2PDhg0cOnSIy5cvA5CQkEBISAjQfNzAg2uQxI1ozaqrq9m8eTMHDx6krq6O5ORk/Pz8iI+P5/79+0RGRhIZGal+XpvUpz0cNzcwRIjWoLnY8fHxYcGCBezZswcXF5cmvYQab7mUa48QDyd5gpbhR08QSRZQCHP+/v7s2bOHjIwMHB0dm0wWi4mJ+c7tMEK0NosWLSIyMpLMzEwMBkOTZuwPixu5BgnR0CQ0IyMDJycnPv30U/r06dPkZxr34bKwsJCtL0Lw6NixsbGhpKRETTvTSFJIiP+O3KO1DBYm7Q5ACNFiaM0NhRD/veYa4woh/jvNDQcRQnw3rbG0yWSS+BFCPPEkQSREC9Jcw3YhxMPJtDEhfjhJqgrxw0jsCCGeVpIgEkIIIYQQQgghhGjlpA5SCCGEEEIIIYQQopWTBJEQQgghhBBCCCFEKycJIiGEEEIIIYQQQohWThJEQgghhBBCCCGEEK2cJIiEEEIIIYQQQgghWjlJEAkhhBBCCCGEEEK0cpIgEkIIIYQQQgghhGjlJEEkhBBCCCGEEEII0cpJgkgIIYQQQgghhBCilfs/+sqDPP8W0q4AAAAASUVORK5CYII=\n",
|
||
"text/plain": [
|
||
"<Figure size 1200x1000 with 8 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
},
|
||
{
|
||
"name": "stdout",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"\n",
|
||
"Pandas v: 1.2.2 [pip install pandas] https://github.com/pandas-dev/pandas\n",
|
||
"Data from AlphaVantage v: 1.0.19 [pip install alphaVantage-api] http://www.alphavantage.co https://github.com/twopirllc/AlphaVantageAPI\n",
|
||
"Technical Analysis with Pandas TA v: 0.2.49b0 [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\n",
|
||
"Charts by Matplotlib Finance v: 0.12.7a5 [pip install mplfinance] https://github.com/matplotlib/mplfinance\n",
|
||
"\n"
|
||
]
|
||
},
|
||
{
|
||
"data": {
|
||
"text/plain": [
|
||
"<__main__.Chart at 0x12f593e20>"
|
||
]
|
||
},
|
||
"execution_count": 17,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
}
|
||
],
|
||
"source": [
|
||
"Chart(df, style=\"yahoo\", title=ticker, verbose=False,\n",
|
||
" last=recent_bars(df), rpad=10, clr=True, squeeze=True,\n",
|
||
" show_nontrading=False, # Intraday use if needed\n",
|
||
")"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"### Lazybear's TradingView Squeeze"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 18,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"image/png": 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\n",
|
||
"text/plain": [
|
||
"<Figure size 1200x1000 with 8 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
},
|
||
{
|
||
"name": "stdout",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"\n",
|
||
"Pandas v: 1.2.2 [pip install pandas] https://github.com/pandas-dev/pandas\n",
|
||
"Data from AlphaVantage v: 1.0.19 [pip install alphaVantage-api] http://www.alphavantage.co https://github.com/twopirllc/AlphaVantageAPI\n",
|
||
"Technical Analysis with Pandas TA v: 0.2.49b0 [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\n",
|
||
"Charts by Matplotlib Finance v: 0.12.7a5 [pip install mplfinance] https://github.com/matplotlib/mplfinance\n",
|
||
"\n"
|
||
]
|
||
},
|
||
{
|
||
"data": {
|
||
"text/plain": [
|
||
"<__main__.Chart at 0x12f383250>"
|
||
]
|
||
},
|
||
"execution_count": 18,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
}
|
||
],
|
||
"source": [
|
||
"Chart(df, style=\"yahoo\", title=ticker, verbose=False,\n",
|
||
" last=recent_bars(df), rpad=10, clr=True, squeeze=True, lazybear=True,\n",
|
||
" show_nontrading=False, # Intraday use if needed\n",
|
||
")"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"### Archer Moving Averages Trends\n",
|
||
"Archer Moving Average Trends (__amat__) returns the long and short run trends of fast and slow moving averages.\n",
|
||
"* The _pink_ background, on the Price chart, is when Archer MAs are bearish. Conversely, a _white_ background is bullish"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 19,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"image/png": 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\n",
|
||
"text/plain": [
|
||
"<Figure size 1200x1000 with 6 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
},
|
||
{
|
||
"name": "stdout",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"\n",
|
||
"Pandas v: 1.2.2 [pip install pandas] https://github.com/pandas-dev/pandas\n",
|
||
"Data from AlphaVantage v: 1.0.19 [pip install alphaVantage-api] http://www.alphavantage.co https://github.com/twopirllc/AlphaVantageAPI\n",
|
||
"Technical Analysis with Pandas TA v: 0.2.49b0 [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\n",
|
||
"Charts by Matplotlib Finance v: 0.12.7a5 [pip install mplfinance] https://github.com/matplotlib/mplfinance\n",
|
||
"\n"
|
||
]
|
||
},
|
||
{
|
||
"data": {
|
||
"text/plain": [
|
||
"<__main__.Chart at 0x12f5064f0>"
|
||
]
|
||
},
|
||
"execution_count": 19,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
}
|
||
],
|
||
"source": [
|
||
"Chart(df, style=\"yahoo\", title=ticker, verbose=False,\n",
|
||
" last=recent_bars(df), rpad=10,\n",
|
||
" volume=True, midpoint=False, ohlc4=False,\n",
|
||
" rsi=False, clr=True, macd=False, zscore=False, squeeze=False, lazybear=False,\n",
|
||
" archermas=True, archerobv=False,\n",
|
||
" show_nontrading=False, # Intraday use if needed\n",
|
||
")"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"### Archer On Balance Volume\n",
|
||
"Archer On Balance Volume (__aobv__) returns a DataFrame of OBV, OBV min and max, fast and slow MAs of OBV, and the long and short run trends of the two OBV MAs.\n",
|
||
"* On the chart below, only **OBV**, **OBV min**, _fast_ and _slow_ **OBV MAs**.\n",
|
||
"* Not on the chart are: **OBV LR** and **OBV SR** trends."
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 20,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"image/png": 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\n",
|
||
"text/plain": [
|
||
"<Figure size 1200x1000 with 8 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
},
|
||
{
|
||
"name": "stdout",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"\n",
|
||
"Pandas v: 1.2.2 [pip install pandas] https://github.com/pandas-dev/pandas\n",
|
||
"Data from AlphaVantage v: 1.0.19 [pip install alphaVantage-api] http://www.alphavantage.co https://github.com/twopirllc/AlphaVantageAPI\n",
|
||
"Technical Analysis with Pandas TA v: 0.2.49b0 [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\n",
|
||
"Charts by Matplotlib Finance v: 0.12.7a5 [pip install mplfinance] https://github.com/matplotlib/mplfinance\n",
|
||
"\n"
|
||
]
|
||
},
|
||
{
|
||
"data": {
|
||
"text/plain": [
|
||
"<__main__.Chart at 0x12fb5d550>"
|
||
]
|
||
},
|
||
"execution_count": 20,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
}
|
||
],
|
||
"source": [
|
||
"Chart(df, style=\"yahoo\", title=ticker, verbose=False,\n",
|
||
" last=recent_bars(df), rpad=10,\n",
|
||
" volume=True, midpoint=False, ohlc4=False,\n",
|
||
" rsi=False, clr=True, macd=False, zscore=False, squeeze=False, lazybear=False,\n",
|
||
" archermas=False, archerobv=True,\n",
|
||
" show_nontrading=False, # Intraday use if needed\n",
|
||
")"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"# Disclaimer\n",
|
||
"* All investments involve risk, and the past performance of a security, industry, sector, market, financial product, trading strategy, or individual’s trading does not guarantee future results or returns. Investors are fully responsible for any investment decisions they make. Such decisions should be based solely on an evaluation of their financial circumstances, investment objectives, risk tolerance, and liquidity needs.\n",
|
||
"\n",
|
||
"* Any opinions, news, research, analyses, prices, or other information offered is provided as general market commentary, and does not constitute investment advice. I will not accept liability for any loss or damage, including without limitation any loss of profit, which may arise directly or indirectly from use of or reliance on such information."
|
||
]
|
||
}
|
||
],
|
||
"metadata": {
|
||
"kernelspec": {
|
||
"display_name": "Python 3",
|
||
"language": "python",
|
||
"name": "python3"
|
||
},
|
||
"language_info": {
|
||
"codemirror_mode": {
|
||
"name": "ipython",
|
||
"version": 3
|
||
},
|
||
"file_extension": ".py",
|
||
"mimetype": "text/x-python",
|
||
"name": "python",
|
||
"nbconvert_exporter": "python",
|
||
"pygments_lexer": "ipython3",
|
||
"version": "3.9.1"
|
||
}
|
||
},
|
||
"nbformat": 4,
|
||
"nbformat_minor": 4
|
||
}
|