mirror of
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1433 lines
1.3 MiB
Plaintext
1433 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 v0.2.45b0\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 - v0.2.45b0\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",
|
||
" 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": [
|
||
"### 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": {},
|
||
"outputs": [
|
||
{
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||
"name": "stdout",
|
||
"output_type": "stream",
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||
"text": [
|
||
"SPY(5360, 6) from 1999-11-01 00:00:00 to 2021-02-19 00:00:00\n",
|
||
" open high low close adj_close \\\n",
|
||
"count 5360.000000 5360.000000 5360.000000 5360.000000 5360.000000 \n",
|
||
"mean 166.594138 167.578294 165.508382 166.593334 142.015569 \n",
|
||
"std 68.891910 69.128123 68.613852 68.898409 76.580430 \n",
|
||
"min 67.949997 70.000000 67.099998 68.110001 53.467925 \n",
|
||
"25% 117.032501 117.699999 116.007502 116.834997 87.110527 \n",
|
||
"50% 139.384999 140.419996 138.140602 139.500000 106.566536 \n",
|
||
"75% 207.540000 208.470000 206.575000 207.750000 186.734080 \n",
|
||
"max 393.960000 394.170000 391.530000 392.640000 392.640000 \n",
|
||
"\n",
|
||
" volume \n",
|
||
"count 5.360000e+03 \n",
|
||
"mean 1.104106e+08 \n",
|
||
"std 9.721586e+07 \n",
|
||
"min 1.708170e+05 \n",
|
||
"25% 4.796390e+07 \n",
|
||
"50% 8.126611e+07 \n",
|
||
"75% 1.471609e+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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"\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",
|
||
" <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>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>91.209265</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>90.557439</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>91.167214</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>91.861030</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>92.765163</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 91.209265 \n",
|
||
"1999-11-02 135.968704 137.250000 134.593704 134.593704 90.557439 \n",
|
||
"1999-11-03 136.000000 136.375000 135.125000 135.500000 91.167214 \n",
|
||
"1999-11-04 136.750000 137.359299 135.765594 136.531204 91.861030 \n",
|
||
"1999-11-05 138.625000 139.109299 136.781204 137.875000 92.765163 \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 2020-02-21 00:00:00 to 2021-02-19 00:00:00\n",
|
||
" open high low close adj_close \\\n",
|
||
"count 5360.000000 5360.000000 5360.000000 5360.000000 5360.000000 \n",
|
||
"mean 166.594138 167.578294 165.508382 166.593334 142.015569 \n",
|
||
"std 68.891910 69.128123 68.613852 68.898409 76.580430 \n",
|
||
"min 67.949997 70.000000 67.099998 68.110001 53.467925 \n",
|
||
"25% 117.032501 117.699999 116.007502 116.834997 87.110527 \n",
|
||
"50% 139.384999 140.419996 138.140602 139.500000 106.566536 \n",
|
||
"75% 207.540000 208.470000 206.575000 207.750000 186.734080 \n",
|
||
"max 393.960000 394.170000 391.530000 392.640000 392.640000 \n",
|
||
"\n",
|
||
" volume \n",
|
||
"count 5.360000e+03 \n",
|
||
"mean 1.104106e+08 \n",
|
||
"std 9.721586e+07 \n",
|
||
"min 1.708170e+05 \n",
|
||
"25% 4.796390e+07 \n",
|
||
"50% 8.126611e+07 \n",
|
||
"75% 1.471609e+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",
|
||
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|
||
" <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>2020-02-21</th>\n",
|
||
" <td>335.47</td>\n",
|
||
" <td>335.81</td>\n",
|
||
" <td>332.58</td>\n",
|
||
" <td>333.48</td>\n",
|
||
" <td>327.251473</td>\n",
|
||
" <td>113656552.0</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>2020-02-24</th>\n",
|
||
" <td>323.14</td>\n",
|
||
" <td>333.56</td>\n",
|
||
" <td>321.24</td>\n",
|
||
" <td>322.42</td>\n",
|
||
" <td>316.398044</td>\n",
|
||
" <td>160991237.0</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>2020-02-25</th>\n",
|
||
" <td>323.94</td>\n",
|
||
" <td>324.61</td>\n",
|
||
" <td>311.69</td>\n",
|
||
" <td>312.65</td>\n",
|
||
" <td>306.810522</td>\n",
|
||
" <td>217564684.0</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>2020-02-26</th>\n",
|
||
" <td>314.18</td>\n",
|
||
" <td>318.11</td>\n",
|
||
" <td>310.70</td>\n",
|
||
" <td>311.50</td>\n",
|
||
" <td>305.682001</td>\n",
|
||
" <td>192818004.0</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>2020-02-27</th>\n",
|
||
" <td>305.46</td>\n",
|
||
" <td>311.56</td>\n",
|
||
" <td>297.51</td>\n",
|
||
" <td>297.51</td>\n",
|
||
" <td>291.953298</td>\n",
|
||
" <td>282544492.0</td>\n",
|
||
" </tr>\n",
|
||
" </tbody>\n",
|
||
"</table>\n",
|
||
"</div>"
|
||
],
|
||
"text/plain": [
|
||
" open high low close adj_close volume\n",
|
||
"date \n",
|
||
"2020-02-21 335.47 335.81 332.58 333.48 327.251473 113656552.0\n",
|
||
"2020-02-24 323.14 333.56 321.24 322.42 316.398044 160991237.0\n",
|
||
"2020-02-25 323.94 324.61 311.69 312.65 306.810522 217564684.0\n",
|
||
"2020-02-26 314.18 318.11 310.70 311.50 305.682001 192818004.0\n",
|
||
"2020-02-27 305.46 311.56 297.51 297.51 291.953298 282544492.0"
|
||
]
|
||
},
|
||
"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(5360, 33)\n",
|
||
"[+] Strategy: Common Price and Volume SMAs\n",
|
||
"[i] Indicator arguments: {'append': True}\n",
|
||
"[i] Multiprocessing: 8 of 8 cores.\n",
|
||
"[i] Total indicators: 5\n",
|
||
"[i] Columns added: 5\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: 0.2.45b0 [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 0x1304b94f0>"
|
||
]
|
||
},
|
||
"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 2020-02-21 00:00:00 to 2020-02-21 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 0x130bd46a0>"
|
||
]
|
||
},
|
||
"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 0x130a589a0>"
|
||
]
|
||
},
|
||
"execution_count": 14,
|
||
"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": [
|
||
"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 0x130b6e250>"
|
||
]
|
||
},
|
||
"execution_count": 15,
|
||
"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": [
|
||
"# 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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\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: 0.2.45b0 [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 0x130d17280>"
|
||
]
|
||
},
|
||
"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": {
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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: 0.2.45b0 [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 0x130b1cd60>"
|
||
]
|
||
},
|
||
"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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CCCGEEEKIy1L37t0L1b4kij+XVFHpr9Z/xdcbv0ZD4+fbfuaqmleBUminlqL/9x766chM7ZVnMFazZ7AajgGbj8vjEeWbjPwRQgghhBBCCHFZujTpknVqWGnJa6RPtqlnBfTX3r94dvGzALzT4x0GNuyBvvdrbP9chS3ypkyJH+VdH/OqL7H334nV9AlJ/FyhJPkjhBBCCCGEEOKyV5SpYa5mDBtOz+07HKuRkX3qWUFsObWFkXNGYimLsNa38IJtD7Y/6mFsegotcbuznfJrir3DBOw3bcdq9CAYni6/HlFxyLQvIYQQQgghhBCXvSB3X3y3x5LcqnLZBZGQQE/dAMss0uHHk48zcvptDPdM5vk6vjQ99wcczNzGCuqI1eRRVO1BoOWw6pe4IknyRwghhBBCCCHEZS+qaxjhZjg9uha9/s6qVavo1KlT0YPw92epadLTuJiUKUhdojOpZ5i++nV8Dv3CuqB0KhkAF0cwKZsfVr2RWA3vh4C2RY9PXLZk2pcQQgghhBBCCJdy5XLmrpRb4eX4tHhm7ZzFvN3ziE+Lz/X4VatWFep8OS1Bn3X5+byKQR+J28PUP/sTPbM2T8ROZIzvhcSPgxV4Nfarx2O/JRrrqs8l8SNyJSN/hBBCCCGEEEK4TEhkKL47Y4k25xPk7luoejaXKswqWUWZ0rU3di/rjHX0/a0vKw6vwG7ZAdA1nQ5VQugdfAO9g2/g2qrtcNPdinQNMenJxDf1xCxknaGDh/7iwIaX6JD+H3cZwCXlepThjao7ArPRAxB4VZHiEg4TJ07khx9+4PDhwwA0b96c559/nj59+gBw8uRJ3njjDSIiIkhOTqZx48Y8++yz3Hrrrc4+4uLieOGFF/j777/RNI1bb72V9957D1/fwhXxLmmS/BFCCCGEEEII4TIXEh7G+a8LKmuyJyIiosDJn6iuYYQuCSVsbO6JJtMyWXN0DfP3zOfPPX+yM2an4x1xtGN/86DmWMpid+xu1p7exNrTm3gn6nP83HzpWuN6+gTfwGkjDqUUmqYV+LoKKj0jmQNbP4Z939KaMzQBuHSUj39rVMMHseqNADd/l5//ShQcHExoaCiNGjVCKcXkyZMZOXIky5Yto0WLFowdO5aEhAR+//13goKCmDFjBvfeey/h4eG0besYZfXAAw9w8uRJZs2aRUZGBo899hhPPfUUEyZMKOOry0ySP0IIIYQQQgghXObCKJzoJu6ZljDPbyTPpckeY9hwepomxrDhmJ9+UqDz5lQ7J/FcIv/s/4c/9/zJwn0LiTkb49xn023Ustfi8b6Pc3OTm2kU2AiAQwmHWLJpJouPLWfp8ZXEnIvjz8OL+fPwYgiEGTPC6RXchd7BN9CzZmeqeBaugPSFOO2WnX+P/8vG/XMJOjaD3uoArbPUZzZ1d7Q6w7AaPYCqfB2UQNLpSnbTTTdlevz666/zww8/sGHDBlq0aMG6desYN24cV199NQDPPfccX3/9NZs3b6Zt27bs2rWLJUuWsHTpUtq3bw/ABx98wNChQ3nrrbeoWbNmqV9TbipE8seyrEyfXco0HR+lqSTOV9g+S/uaXSVr3GVxHWURQxGeX/P8MWZFfa5LSmncK/kdU9I/Q/KcXyT3zpWlJO6l8nA/FzaGMlLq905xz5PT8ZfDa0LhOqX0+jrTvVMeX9MX4ffcv53fIGxxGKEPnq9zc/6Y8PBwunbtmutxSilnWyM+gZ6GDqaV/++V8/u7du3qbLv11FZejXiViOgIMqwMZ9NAz0D6NuxL/0b96duwL//74H88evWjmeKs5VuL0Y0GM+bjCFRSS/6tofj77s4sPb6C5cfXcjjlGD/tmcZPe6ahodGuckt61uxCr5qduaZKCLsT97PuyCzWHVtHzIFFGG7eGJ4BfL72cxoGNmSX5y4+m/op2qll3Otzlkd8wZalGu9Zr/rYmjyKWfdOcD+fXCqJ98MVVG5/c5RSACQmJmYaneXh4YGHh0e+fc6ZM4fU1FQ6dOgAwLXXXsvs2bPp168f/v7+zJ49m3PnztGlSxcA1q9fj7+/vzPxA47knq7rbNy4kQEDBhT/Yl2kQiR/og8eBODAgQMu79uelITt1CmX95vfOV2tsNdQEjGUhqzXWRbXURYxFOf53bt3r6vDqdBK417J7xxZ+3T176CKen+XBLl3riwlcS+Vh/u5sDGUtdK6d4r7vc7p+3Y5vCYUrlPar6/37t1bLl/TF/S1b1RUFCEhIc7H6enp7Nq1K1ObrNvyOqaFaYKywFLs27cvzxizxrTq1CqeX/c8KfYUAOr51qNbjW50rdGVdpXbYdMdb4NPRp/MMc4L190kPh50jXZHFT5efbijYR9+3zSFuj0bsTr+X1Yl/Mue1ANsit3OptjtfLz92xzjM8/GQOJhnlvyHL4ajKoEH/lDqxqZ21noJPj1JCZoGCne14CpwYHTwOk8r/9KlvVvjqZp1KtXj9atW5OcfHHK4YsvvshLL72UYx/bt2+nX79+pKWl4ePjwy+//ELz5s0B+PHHH7nvvvto2LAhNpsNLy8vfvnlFxo2bAg4agJVrVo1U382m43AwEBOnjzpyksttgqR/KlXvz4H9++nQYMG6LqLFygLDgY/P9f2WZBzulphr6EkYigNWa+zLK6jLGIowvNrmiZ79+6lcePGGIaR/zFXitK4V/I7R9Y+Xf07qKLe3yVB7p0rS0ncS+Xhfi5sDGWk1O+d4n6vc/q+XQ6vCYXrlNLr60z3Tnl8TV/A175Tpkxh6NChzsfu7u40a9YsU5us2y49pv2KMPzqpbDg9BQ2dQnFZhhwfuRPo0aN8o7xkph+3vIzj69+HFOZdK3blS/6fkHToKa5HppTnAD4+Z2PQQNTOWPwsXlx9zXDuZvhAJw4e5rw4ytZfNwxRezE2dMEuvvTodZ1XBt8LT/G/If7oRhqVI7lVa9EuqlD+GqZR/AojxqYDe7D3uA+vLxqUTvvqxXk/jdHKUV6ejrbtm3LNvInN02aNCEyMpLExETmzp3LI488wvz582nevDnvvPMOCQkJzJkzh8qVK7NgwQLuvfdeFixYQKtWrUr0Gl2tQiR/LiR8dF13/YsJw3B8lKaSOF9h+6yob2iyxl0W11EWMRTj+TUMQ97AXqo07pX8jinpnyF5vi+Se+fKUhavEUrjfi5sDGWs1O6d4p4jp+Mvh9eEwnVK+fV1ke6dsrjXcjmnpmmZ4s/6OL82sRkpJDT1xMxIcWzTADTQyPX7smrVKjp16gSGgVKKsMgw3l35LgAjWo3gu5u/w8OW91SfnOJ0XqczBuVsk7V9Ld8a3NVkEHc1GYRSitNpMVT1DEKrVQssO6HH5hGd8CKNvM5Xlb6kZI9VpTNW47GoWgNBd0d+IxRe1vvmwrSvSpUqFbgot7u7u3MkT7t27di0aRPjx4/nySef5Pvvv2fVqlW0aNECgDZt2rB69WomTJjAp59+SvXq1Tl9OvPILLvdTlxcHNWrV3fFJbqMi4fRCCGEEEIIIYS4koREhrK4RiwhkaEFPsYYNpye23dgDBte5POuWrUKgHQznTHzxzgTPy91eomfbv0p38SPq2maRjWvKmgZZ9B3vIttQVNsq4fTyDfa2UYZ3pgN7yejz3rMHuGoOkNBdy/VOEXeLMsiPT2d1NRUgGyzj4zzyUaADh06kJCQwObNm537IyMjsSzLWSS6vKgQI3+EEEIIIYQQQpRPF5Z2N/NY1j0kMhTfGrHMiQwlqmv25dgvrBCW3KpgK2f1XjMOn2rxzF/5Dh7pewmPDsfQDL688UvGtB9T5GspMCsNMmIhIxYt48z5z7FoyVvQYv5CUxmZmivfxliNHsaqPxrcA0o+PlfbvRuqVoXAwLKOxKXCwsLo3bs3derUISkpiRkzZrBixQpmzpxJ06ZNadiwIU8//TRvvfUWlStX5s8//yQ8PJwpU6YA0KxZM3r16sWTTz7JJ598QkZGBi+88AJ33HFHuVrpCyT5I4QQQgghhBDlinM602Uka4LInDqFpaGhdAtzJIKiuoYRuiSUsLHnE0P+/iw1TXrmMbXtrEph86EFpJ6Lxdfdl99v/50bG91YqLgyLQ+fkQDJ+9DOnYZTuyHkCJq3CZ7pGDvGQEYMD7ffj231j2hWSr59KzRUzf78tNqXUc/9DFoFmnijFNq//6LNmYM+bx7af/9hfvEF1kMPlXVkLnXmzBnGjh3LyZMnqVSpEq1atWLmzJn06NEDgGnTphEWFsaIESNISUmhQYMGfP311/Tt29fZx/fff8/zzz/PwIED0TSNW2+9lffff7+sLilXkvwRQgghhBBCiHLkckz+FJY5dQpWeDhmjx5w7Fi2/W837MGA7aNJVSnU9K3JnKFzaF+jfQ495a1Hjx5gT0H/7z303Z+hWekXd3a++KUW51i5KdATyGfFdWULxGo0BqvRg+BTn72LQitO4mfrVvRJk9BnzUI7fDjTLm3uXLjMkj9ffPFFnvsbNWrEpEmT8mwTGBjIhAkTXBlWiZDkjxBCCCGEEEKIEhXk7ktMejJB7r65tsk0Cgecoy8uWLVqFe5NfXh78/9YcGQpGNAyoCnzRi6grn/dwgelFNrhaRhbXkI7e7RAhySa7sQZ3tSp1ATcglC2yuAW5PjarTK4V0X5tYfaDQsfT1mJj0efOhXtp5/QN27MtltpGqpjR1T//mUQnHAVSf4IIYQQQgghhChROdX5ySprsudS605v4sFtL7N7t6N4sq7ptDvblIU3TSWgKImf+C0Ym59BPx3p3KR0d1SdoSjvupDmjvbtZEhzh1Qb5sffcu3ar0C3YVoWG9vkXNzaMWrLs/DxlDbLQouIQP/pJ7Q5c9DS0jLtVu7uqJ49sW67DXXzzVCjRhkFKlxFkj9CCCGEEEIIIQolPDw8z2RN1lE8RbX26FreXvwafx9dBu5gaAZ3NhzISyGPMfe7mQR4+Beuw/Q49O1h6HvHo10yf8uq2R8z5CPwa+LYcOwYxt7FoOtgWeBeDRM93+XYy/2Uvehox7SuSZPQoqOz7bauugp1zz1Yw4ZddsWdr3SS/BFCCCGEEEIIUSgRERF5Jn/y2lcQa46s4e0Vb/PP/n8AMJRGn9M1+d/RxjS4+2OAwiVZlIl24CeMra+jpZ+5uNmnEWa7cajgm4sUZ7lP9gCkpaHNnYv+889oS5agnV+m/AIVFIR1551Yo0dDSEgZBSlKmiR/hBBCCCGEEEKUupxGB60+spq3l7/NogOLAMdIn7sa3cGrP+2n0TkfsCzM820LmnTRYtagb3oKPe5f5zZleGO1eBmr6VNgeBSon0A3H3x2x5PSNMC5rSDJH1eNgioUpWDzZvSffkKfPBktPj7zbl1H9e2LdffdqAEDwKNg3wNRcUnyRwghhBBCCCFEkQW5++K7PZbkVpULddylo4NWHV7F2yveZvGBxQDYdBuj2ozixU4v0vCsJ8Y3d0FhF8xKO4Gx5RX06F8zbbbqDMVs+z541y5Ud4uvf45xK8bx3Ojnctzfe804fKrFM3l5GPaaNZx1joo7CqpQYmLQJ0921PLZsiXbbtWwIdbdd2ONGgW1C3f9omKT5I8QQgghhBBCiCKL6hpGuBlOj66FT3KsPLySt5e/zZKDSwBH0md029G82OlFGgQ0cDQ6ewz8/FhhmXTR86u6A1gZ6Hu+RN/xNpo9yblZ+bfGbP8ZqmrXQsd5waWjfIyHx9LZMjEeHos5/hviMlJIbOiBAZxMTy7yOQrNNNGWLEH/8Ue0P/5AS0/PtFt5eaEGDcK65x5Uly6OOkbiiiPJHyGEEEIIIYQQTsaw4ZCQAP7+mJ9+UqBjCju6ZcWhFby1/C3Co8MBR9Ln7rZ382KnF6kfUD9be3P8N6wcN46Oz+U86uYC7eRijE1PoyXtcm5TbgFYrcOwGj4AevHeAmea4pWURJcLBaHLwtGj6BMnOkb5HDmSbbd13XWOhM+QIVCpUhkEKMoTSf4IIYQQQgghhLgoIQF0w/HZxZYfWs5by98iIjoCcCR97ml7Dy90eiHHpE+BpRzEiHoe/ehc5yaFhtVwDFbr/wOPKsULvLywLLTwcPRvv3WM8jHNTLtVtWpYd93lKN7csmUZBSnKI0n+CCGEEEIIIYQoUZHRkby1/C2WHVoGgJvuxj0hjqRPPf96Re/YTEPf/n/oO8ehWWnOzVbQ9ZjtP4PAq4oZeTkRF+dYov2779D27Mm0SxkG6sYbHaN8+vcHN7cyClKUZ5L8EUIIIYQQQogrXHh4eIkUJraUxYtLXuR/6/4HOJI+94bcywudXqCuf92id6wUWsxCjINvo507enGzR3XMtu+i6o0ErZi1bQpTZ6iEaBs3oo8fjzZtGtrZs5n2qZo1se67D2vMGCneLPIlyR8hhBBCCCGEuMJFRES4PPmTZk/j3nn3MnPnTAAeaP8AL3Z6schJHx+3FLQzf6IlrkNPWI2Wutu5T2k2rCZPYLV8BdxcU9+moHWGXC41FW3aNPRvv0XfuDHbbqtHD6wHH0TdequM8hEFJskfIYQQQgghhLhMOYs3g6OA89Qp2dqERIbiWyOWOZGhzuXJiyv2bCyDpg9i5ZGVuOluTLhlAiNajSh8RxmJ6Md/QT85mSeu2QG7fszWxKreB7Pdx1CpuQsiL7pANx98dsdzpIEbQe6+he9g9270775DnzQJLT4+0y7l7481ejTWAw9A87K9TlExSfJHCCGEEEIIIS5XF4o3X/g6BzHpycQ39cQs4PLk+SWLohOiuWXKLeyM2Uklj0rMGDSD7vW7Fy7uuE0Y+75DOzQFzUzJtluho3zbYNV+BNX6HtC0wvVfAhZf/xzjVozjudHPQXBwwQ6y29H++MOR9FmyJNtu1a4d5tixqKFDwcfHxRGLK4kkf4QQQgghhBDiClOcGj95JYs2ndjEbVNv40TKCWr51WLesHm0qdamYB3bU9AOT0ff9x163IZsuy3ftqiALqhKHVB+V4Pt/PSucpD4KbRjxxzLtE+ciHbsWKZdysMDNXQo1kMPoTp0qJjXJ8odSf4IIYQQQgghxBWmJGr8LNq/iGGzhpGcnkyrqq34Y9gf1K5UgELECdvR909Aj/4VLSPz6CRl88WqMhCrxp3gU8GXLlfq4jLt8+ZlX6a9USOsBx90LNMeFFRGQYrLlSR/hBBCCCGEEKIUldTKWiXZ/6pVq+jUqVOu+ydtmcTDCx7GbtnpXq870wdNx9/TP/cOzXNoR2eh7/se/cyKbLtVQAhmo4dQdYbB6SRXXELZiYtD/+UXxzLtu3dn2qV0HXXzzVgPP4zq1Qv0Yq5QJkQuJPkjhBBCCCGEEKUgJDKUmPRk6u1JJ9mIcFlx5azn8N0Zm2f/xrDh9DRNjGHDcywAnZPckj9KKd5b+R5vRr4JwIhWI/h+wPe4G+45d5S0B33/RPSDk9DSz2Tuy/BC1RmK1ehBVOA1l0x3qqDJn3//xRg/Hm3q1OzLtFev7lim/f77oU6dMgpQXEkk+SOEEEIIIYQQl4nCFm8GCHL3xXd7LMmtKhfqXEpZPPLXI0zcPBGA5zs+z1vd30LXsoxesTLQjv3hGOVzKoeixn7NsRo9iFVvJLgHFiqGkpbXaKec2Ox2tOnT0adORd+QQ92ibt0cy7Tfdhu455IgE6IESPJHCCGEEEIIIUrBhZE4octDCRvr+lE/kEMix98fEhJY6utLT8Ox6pc5dQpWeDjm+alhUV3DCF1SuJgsM52EPQuYmBCNrul81vczHr764cyNUg85Rvkc+BEt7USmXUp3R9W63THKp0qXclvUOM/kj2XB2bOQnIz+0Udou3bx2PLl2M6dy9RMVaqENWqUY5n2lhW8bpGosCT5I4QQQgghhBAlpCD1d6KiomjWrJlLzpc1kXNhWtfS0FC6hV1M7mSNqXv37rn22XvNOHyqxbNwzTgW3/EJVkYqCbv/ICPlFF42L34Z+Au3Nr3V0VgptJP/oO/9Bu34QjSsTH0pn0ZYje7Hqj8aPKq64IpLiWWhbdiAtn492q5djto9u3ahKeXYv3sXAF6XHKJCQjAfegg1fDj4+pZ+zEJcQpI/QgghhBBCCIGjFg4JCeDvj/npJy7pM6dVtS5NtLiNGEl1ewZus+difeaac+aUyMkruQPZk0GXistIIbGhBykpR3ny7yeJiZqEsjLQbJ78M/Ifrqt1HdhT0aN/Q9/zBVrSzkzHK81ABd/iGOVTrSdknRZWXimFtmkT2h9/oC9YgHbyZL6HnHNzw23AAKynn0Zdd125HdEkrjyS/BFCCCGEEEJcsTKNzElIAN1wfC5BlyZatIQEeigLzYUJkZwSOVm3ZZgZrD6ymn8O/MPyQ8up4l2FHvV60KN+D9qg0IAU3WTHma3EJe4hIfkASWePsuew43ibdxUqNb6J6yrXRt/6Gvr+CWjpsZnOobxqYzUcg9XgXvAKdtn1lSilYNMm9B9/RJ8/H+3o0Zyb2WyOmj0+Pigvb6zXX0M1b84nU6bw3PPPQ3AFuV5xxZDkjxBCCCGEEOKKVJCVsYrdf41YJi5+liB33xI5R2Gcs59j/p75TNk+haUHl5KUnnkVrT92/wFA9evd8bR0oj3TYH5EpjYDmgxghW7jOh8PHji3FtufTdCUPVMbq8oNWE0eQwXfAnoFeMupFGzdij59OvqMGWj79mVv4uaG6toV68YbUW3aQMOGGPfe51ia3bJQffoA0Klz59KOXogCqQB3ohBCCCGEEEIUzoVl1fNKuhRlZazCuNC/cf7rsrLpxCYmbZnE5O2TiT17cXROVe+q9G7Qm14NenEy5SQRByNYcXgFpzhLVQOutkFrb1+qGBr1PTyp7+FJ/ypxHI3dQp2kzIkjpbmh6g7FbPI4BF5V2pdYNLt2oU+bhj5tGtquXdl2K8NAde6MNWAAql8/R/HsS/n5scIy6aIbzk2FXR1MiNIiyR8hhBBCCCHEZScmPRlD0zMlXQpSfLmwVq1a5XzDnzXhdGHlregm7gS5u67g76XnzM3plNNM3j6ZSVsmseXUFuf2YN9gRrYZyaDmg2hXox26lY6WsB3iM3jRoxFUS4BTGzBsFwo1X/j+nU/2nDlMnUvOo9yrYDV6AKvRQxVmape2di36e++hL1iQbZ/SdVS3blh9+qBuvBEqV861H3P8N6wcN46Ozz1XkuEK4RKS/BFCCCGEEEJcEXIqvlxclyZisiacirKEemHPeakMM4O/9//Nz1E/s2DvAjKsDADcDXdubXor97ccRA//QIzELWiHv0DbshmSdqIpM3NH+bxLVO6VORzvSfANb6DqjQDDK+8DygktMtKR9FmyJNs+q0sX1JAhWLffDjVqwLFjZRChECVHkj9CCCGEEEKIy943B8PZ6hZH28hQxtbtztj6rk0C5Sc+LZ6I6AjWHFmDQuFuuONheODZ5ATRdmijueG+Zxruujvb3Pfy5+EleBjueOjueBjuuOvn2xseJOrJxKTF4ZFeiU6r3udU4hGI24tbfDQnUy6uSNW1Zjter9+CLrYEPBLXo22ZUaBYVaInJPhCsgdWv+GEHlzLac2PY8qLWYN+AJs3O8PDqdmwdL+HRaIU2uLFjqTPihWZd9Wpg/XYY1hDhkDt2mUUoBClQ5I/QgghhBBCiMve2Po9OJERwSwXFl02Hh5LZ8vEeHgs5ry5mfbZLTsbjm3gSKMjdJvUjXVH12FmHWEDcOlMqZWbHZ8rwe9LFuZ+4srw/pSfctxVy7sqbzbryCCvswTELEc7sznXbpRmg0otUAEhqIB2qMB2KP+2GKMeZqlp0tMwsO5/nHkHYzHQMbHA5g3kvTR8uaAU2p9/OpI+69dn3tWoEeYLL6BGjnSs2CXEFUCSP0IIIYQQQghRFElJdDm/2hOAmZZAWuJhziUcombUJBLOZV4yvmnlpvSo3wMfNx/Omec4Zz9Hmj2N9ZvW06xVMzJSkzhnprPv0H6q1qzmaGOmk5iaBG5wzkzn3NlkzukWpqYudqxp3FClJj82akvDpPVoyfMuluo5Txk+qIC2jiRPQAgqsB1UagmGZ7bLMqdOYWloKN3Cwire9CfLQps9G+O999C2bMm0SzVrhvnSS6hhw8DmmrfCUuBZVBSS/BFCCCGEEEJcFkqioHNeEmx2wisnsqhyLIu+aUFM3MUlws8BgZ6B9Kzfkz4N+9CrQS/q+dfL1odpmry66lXeuf0djJOOKVvjxo3juQccRYSNh8c6V5Qyx3+DMfIu0HVMyyRt1uf8tPIRBibvoI5xDGIyJ2qUexWsukNRde9EVb4aNCPb+Qsi0M2HuIwUAt18inR8qbDb0aZOxfjgA7SdOzPtUm3aYL78Mur228Eo2vcgN5L8ERWFJH+EEEIIIYQQFUJ+yZ38Cjp379490+Mgd1/n6ly5ubS4st2ys/HMFhYdW87iY8tZ220Dpn6+YRyg6bj71sCtUl3+6fMxV9W4CkMvXLKh95px+FSLZ+GacSy+/rlso4vwzIAmMdianMRv8dU8DnDJKZTuiap1K1a9O1HV+4DuVqjz52Tx9eV4Nav0dLQff8T48EO0ffsy7bKuuQbrlVdQN98MmlZGAQpRPkjyRwghhBBCCFEhFGa1rgvLrCe3urhUd9ZjowpQ/+fPNQvZEXSQRceWE358JfHpiRd36tA0xYs+MQH0evYrXjq8Av9dKSQ3qEyH4A4Fu6gs4jJSSGzogZmRcnGjYUKDMxg7xqDdsw5NV5mOUWioaj0cCZ9aA8GtUpHOXaGkpaFPn44+fjza0aOZdlmdOzuSPr17S9JHiPMk+SOEEEIIIYSokPIaCRTVNYxwM5weXQs3DSzRsBMRcIZ/1rzBomPL2Vv5AKy+uD/AvRI9a3ahT60b6PvBTOqne4NlYTYZwIAmAwhdVvil3UNCQrJt07HQ4leh9T2AWfcENncT4naBfrGN8m+DVW8kVt1h4FWrUOessFJT0X//Hf2779BOncq0y+rZ05H0ueEGSfoIkYUkf4QQQgghhBAVTkhkKL47Y0k2IojqGuZcyv2bg+HOZdwLMkrItEz+PfEvi/YvYslVm1nlE+soprzTUSxYQ8PPqwZPNx9Bn+AbOLc7hRs6dwHASPszUzKmyNdySfKnCbEMYD/9tX3Ytv8MjTO/aVPuNbCq3oZVdSA06VX8k1cUSUnokyahT5yIFhubaZd1001YL7+Muv76MgpOiPJPkj9CCCGEEEKICicmPZn4pp6Y6Y5lrS4s5X4h8ZOfI4lHeHnpy/yz/x/i0uIcG8+X/mkc2Jje1TvyV/xRKnnXAs3GqyFPADDu53HO5I+r2DJOYuz+E9v+X5ip78y2/5zdDbfggVhVb0f5X1fkws0VlbZkCcaLL6KdOZNpu9WvH+bjj0PfvmUUmRAVhyR/hBBCCCGEEOVeSGQovjVimRMZWqBaPXk5lHCIvr/1ZX/8fgD8PfzpUb8HfRr0YevcrXw+9nM4doyrl4dhaDqmchRbzlaMuTgyEtGOzsHt4G+0PB2BRuY6PhlKw6jcE6va7azb5cv1TboX73wVUWoq+osvYnz7rXOT0nXUgAGYjz4KzZqVYXBCVCyS/BFCCCGEEEKUe1lH+hTVoYRD9PmtDwfiD9AwoCETb5nIdbWuw6Y73hqFJ4TnemyOxZizyLqiWCZWBtrJRejRv6Md+wPNPJutSZSqygIas1DVZ3HL9wC4vkrBru2ysmkTttGj0Xbtcm6yevbEfO01aNiwDAMTomKS5I8QQgghhBCi3Mtp9a6s8ky8ANEJ0fT9rS8H4g/QKLAR/4z8hzqV6mRqc2mdoEA3H3x2x5PSNKDAcWarM6QUWtwGtOjf0Q9PQzt3Otsx59zrYDQcjfLuzagNkxyjjbAKfM7LimWhf/IJemgoWkYGAMrTE+u117BGjpRCzkIUkQvKkwkhhBBCCCFEyYrqGkbvE5XznPKVV4Hn6IRo+vzax5n4WTRyUbbET1aLr3+OG04FFG2KV/J+9B1vY1vYCtuSzhh7v8qU+FHuQZiNHuZc9wh2Np6HveVr4NWg8Oe5nBw+jNGvH8Yrr1xM/LRvj33+fKy77pLEjxDFICN/hBBCCCGEEBXCpSN7CjIS6IKD8Qfp+1tfDiYcpHFgY/4Z+Q+1K9Uu9PnzHQl0Lgb9yAzHKJ+Y1dl2K90DFXwLVr07UTX6gu6OMk04fXFqU1FGG5WE/EZRuZo2fTrGo4+ixccDoDQN69lnsd58E7IUehZCFJ6M/BFCCCGEEKKCCQ/PvS7N5ezSkT0FGQkEjsRPn9/6OBI/lRuz6K5FhUr8dOrUyfl1tpFAfn6g2aFVMsbKQdj+qIvx7+OZEj8KDatqd+zXfIf91iOYHX9HBQ8A3T3H8xVrtJEL5TWKyqUSEzHuuw/byJEXEz916mD+8w/Wu++Ce87fJyFE4cjIHyGEEEIIISqYiIiI0ntzXorCw8MLdV35jU45EH+Avr/1JToh2pH4GbmIWn61ChXTpckfJ2WhJa6DZyuhxaxAM5Pg2ObMTSq1wqo3EqvuMPDOe3rZlUpbvRrjnnvQDhxwbrOGDMH88ksIDCzDyIS4/EjyRwghhBBCiArEGDacnqaJMWw45tQpZR1OgeWX2DGGDUc3TYzx3xb4uvLqb3/cfvr+1pdDiYdoUrkJi0YuItgvuNBxZ5K6m251V2HbMAst/Vi23cozGKvucKx6I8C/rdSoyY3djv7uu+jvvotmOQpbKz8/zP/9DyVFnYUoEZL8EUIIIYQQoiJJSKCnboBllnUkhVKao5XWHl3LoOmDOJV6qviJn/RT6KfnoZ+ehZayg061gPSLu5Xug6pyI1bz+1HVuoNmuOISLl8HDmDcfTf6mjXOTVanTpg//ggNrvCC10KUIKn5I4QQQgghhChRIZGhLK4RS0hkKOAY5WPceJPjY9hwAMypU1jaqmWmUT9FqW00dftUev/am1OppwipHsLiuxYXPvFjT0Y7NQtj+yhs66/HOPg2WsoO526FgRXYA3vTz7FfuwGzyceo6r0k8ZMPbcoUbB06OBM/yjAwQ0MxFy+WxI8QJUxG/gghhBBCCCEKXW+nMGLSk4lv6omZnuzYkJAAunHx6xwUdhqYUoq3V7zNW8vfAmBAkwFMum0Svu6+BQtSWWgnF6NH/4p2dB6amZqtieUbgqp6O1aVAeBepWD9CkhKwnjqKfRffnFuUg0aYE6ahLruujIMTIgrhyR/hBBCCCGEuMKFRIbiuzOWZCMi39WzXMLfHxISWOrrS0/j4miZTAWcCzG9Lc2exgPzH2DqjqkAPHPdM7zT4x0MvWAjcbSTi9G3voYe92+2fcqjDlbV27GqDQSvhgXqT1ykbdyIMWoU2t69zm3WiBGYX3wBlSqVYWRCXFkk+SOEEEIIIcQVLtvInBJ2YSTP0tBQuoVdTDYVZeTRyeSTDJk5hDVH12DTbXx545fc1+6+Ah2rxW5E3/oq+qmlmbYr98pYlfujqt6O8rtKChAXhWWhf/IJ+htvoNntAChfX8wvvnAUdRZClCpJ/gghhBBCCCGyKclpYAXi789S08w0Miirbae2cfv024lOiCbAM4Cpd0ylR/0CxJy0G2NbKPqRmZk2q4AQzBavoIJvhhNninsFRZbj8vIVyfHjGPfdh75kiXOT1aED5qRJ0KhRGQYmxJVLCj4LIYQQQgghsomIiMj0uCjFl4sjpwLQF6Sb6UzdPpVuk7oRnRBN48DGLL97ef6Jn7PH0Dc+gu3vkEyJH+XTEPt1k7D3XouqfTvo7q6+nEKpyMkfbf58bFdf7Uz8KE3DfOEFzIgISfwIUYYk+SOEEEIIIYTIV9ZkkCtkqvGTD7tlZ9H+RTz454PU/l9tRs0dRVJ6El3rdmX53ctpFtQs94OVhb5zHLa/WmDsn4CmHHWElEc1zPb/w37jFlTd4aDJ26MiO3sW/amnsN1xB9oZx6gpFRyMuXAh1ttvg5tbGQcoRHYTJ06kc+fO1K1bl7p169K3b18WLVqUqc26deu49dZbqVWrFnXr1qV///6cPXvWuT8uLo4HHniAunXrUq9ePR5//HGSk0tnCm1hyLQvIYQQQgghrnBB7r74bo8luVXlHPcbw4bT0zQxhg0v0MpbBZXftDILi4iDEUz/bzqzd87mzNmLU7Fq+NRgdMho3rjhDdyNPEbqpMdhrLsP/fifzk3K5ofV7Fmspk+ArYCrgYncbd6M7d570bZvd26yBgzA/O47qCKroonyKzg4mNDQUBo1aoRSismTJzNy5EiWLVtGixYtWLduHYMHD+bpp5/mgw8+wGazsW3bNnT9YqL4gQce4OTJk8yaNYuMjAwee+wxnnrqKSZMmFCGV5adJH+EEEIIIYS4wkV1DSN0SShhYx3Fl0MiQ/GtEcucyFDH6l+FWHmruCxlsebIGqb/N52f3H/ig98/cO6r4lWFO5rfwZCWQ+hSp0v+q3nFb8a2ajhayn4AFBpWk8ewWrwMHpKUKBal0CIi0D/9FH3hwoubPT2xPvoI68EHpVC2KPduuummTI9ff/11fvjhBzZs2ECLFi149dVXeeihh3j66aedbZo0aeL8eteuXSxZsoSlS5fSvn17AD744AOGDh3KW2+9Rc2aNUvnQgqgQiR/LMvK9NmlTNPxUZpK4nyF7bO0r9lVssZdFtdRFjEU4fk1zx9jVtTnuqSUxr2S3zEl/TMkz/lFcu9cWUriXioP93NhYygjpX7vFPc8OR1fQV4TGgpAgXLt91sp5ewvJj2ZuKaeWOnJmKZZ7HNWdvPBb0ccSS0Dcz1+04lNTN0xlZk7Z3Ik6YhjowYBHgHc1vQ2hrQYQrd63bDp59/C5BOLcXASts1Pollpjubulcno8BNW9T6OBq6+t4r4XGS6d8rja/qs50hLQ58xA9vnn6Nv3pxpl9WqFRk//4xq1Qpc+d6tLH4PlsTvGOEyuf3NUUoBkJiYiHZJ8tHDwwMPD498+5wzZw6pqal06NCB06dPs2HDBoYMGULfvn05ePAgTZo04bXXXqNjx44ArF+/Hn9/f2fiBxzTWXVdZ+PGjQwYMMAl1+sKFSL5E33wIAAHDhxwed/2pCRsp065vN/8zulqhb2GkoihNGS9zrK4jrKIoTjP7969e10dToVWGvdKfufI2qerfwdV1Pu7JMi9c2UpiXupPNzPhY2hrJXWvVPc73VO37eK8pqwhWmCssBS7Nq1y2XxpKenO/vzVW4E7Eoivqkfu3btKvY5p1QdzqToSYzuNjzb8bHnYvlw64csPHJx9IiPzYceNXtg22Xj1VtfxU13g3TYt2dfvufSrHPUOv4+QfGzndtSvVpxsPZHZMQHQ3zB4i/t19d79+4tl6/pL8Skp6QQ+NdfVJ47F/eTJzO1Sa9Zk9MjRxIzZAjKZgMX/lxeGkNuysP7q6zK2+/my1XWvzmaplGvXj1at26dqe7Oiy++yEsvvZRjH9u3b6dfv36kpaXh4+PDL7/8QvPmzVm/fj0A77//Pm+99RZt2rRhypQpDBw4kFWrVtGoUSNOnjxJ1apVM/Vns9kIDAzkZJb7pKxViORPvfr1Obh/Pw0aNMg0t84lgoPBz8+1fRbknK5W2GsoiRhKQ9brLIvrKIsYivD8mqbJ3r17ady4MUYeS6RecUrjXsnvHFn7dPXvoIp6f5cEuXeuLCVxL5WH+7mwMZSRUr93ivu9zun7VkFeE9oMAwwdTItmzfIoclxIffr0cfa3vdk7hC0PI/ThUJed093dPdOxSikmb5/MCxEvEHM2Bl3Tub3Z7QxpMYR+DfvhafMkLCyM1i1aF/gcWspB3Nbeix6/ybnN3uBB9LYf0tDI+3/9syml19eZ7p3y+Jo+KQnbzz9jTJmClqWIrXXVVdifegrr9tsJstkIKqkYyuL3YEn8jhEuk9vfHKUU6enpbNu2LdvIn9w0adKEyMhIEhMTmTt3Lo888gjz5893zjy65557GDlyJABt27Zl2bJl/Prrr4SGhpbQ1ZWMCpH8uZDw0XXd9S8mDMPxUZpK4nyF7bOivqHJGndZXEdZxFCM59cwDHkDe6nSuFfyO6akf4bk+b5I7p0rS1m8RiiN+7mwMZSxUrt3inuOnI6vKK8JtfP/aLj0e92rV6/Mp9G0i/274Jw9evRwHnsw/iCPLXyMf/b/A0Dbam357ubvuKrmVbnHkA/t+AKMtfegZcQDoAwvzKu/QtW7iyJFXMqvr4t075Tkz+zmzRiffYY2bRqa3Z5pl3XzzVjPPIPq0sXxHJVcFA5l8XuwJH7HCJfLet9cmPZVqVKlTMmfvLi7u9OwYUMA2rVrx6ZNmxg/fryzzk/WhHezZs04csQxNbV69eqcPn0603673U5cXBzVq1cv2kWVkAqR/BFCCCGEEEJUbD169MC0TL7e8DVvLHuDlIwUPAwPXrvhNZ657hncjOxLgRdoKXhlom//P4z/3ru4ybcx9k5Twb+NC6/gCqAU2j//OIo4L12aeZe7O2rQIMyXX4bmzcsoQCFKnmVZpKenU7duXWrWrJltatnevXvp3bs3AB06dCAhIYHNmzfTrl07ACIjI7Esi6uvvrq0Q8+TJH+EEEIIUaGEh4fnuzy0ECJvpXEfZT3HtlPbeHjBw6w7tg6AG+rcwDf9v6FpUNNc+8g3xnOnMdaMRj+1xLnJqnUbZocJ4OZfvAu4kpw7hzZ1Ksann2Zarh1ABQRgjR6NNWoUVK0q05nEZSUsLIzevXtTp04dkpKSmDFjBitWrGDmzJlomsbjjz/Oe++9R+vWrWnTpg2TJ09mz549/Pzzz4BjFFCvXr148skn+eSTT8jIyOCFF17gjjvuKFcrfYEkf4QQQghRwUREREjyR4hiKsh9VKBRNwU4xzn7Od5b+R4frv4Qu2Wnkkcl3uvxHmPaj0HXil7PU4tZi7F6BNpZx/QLpRlYbd7Bavq0LDFeEEqhbdyINnUq+tSpaCdOZN7duDHWk09i9e4NXl5lFKQQJevMmTOMHTuWkydPUqlSJVq1asXMmTOdvx/Hjh1LWloar7zyCvHx8bRq1YpZs2bRoEEDZx/ff/89zz//PAMHDkTTNG699Vbef//9srqkXEnyRwghhBBCiCtISGQovjVimbj4WYLcfYnqGpZju/ySQwUZPbTq8CoeWvAQu2Icqz/d0vQWPu/3ObX8ahUt+PO0mLUYEb3RrHMAKI/qmB1/Q1XtWqx+rwjbtqFPnYo+fTra/v3ZdlsdO2I9/TTqllscdWuOHSuDIIUoHV988UW+bZ5++mln/Z+cBAYGMmHCBFeGVSIk+SOEEEKICiEkMpSY9GTq1UhnTmRorm9YhRB5i0lPJr6pJ8b5r4siJDIU352xJBsRznvx0mTQieQT/G37m/d/eR+ForpPdT7r+xl3NL+jwEVYc3XuNMbq4c7Ej1WlM+b1v4NX+ZpiUa7s3Ys+fbpjhM+OHdl2Kzc31IABWE89herYsQwCFEKUNEn+CCGEEKJCiElPxtB0jjT1xCziG1YhrhQlXdPnQgLpwr24f9QA5vge44cF8aytb+NgwkEuLAF1T8g9vN/zfSp7VS7+iZWJsWYU2tmjAFhVbsDsthD07MWir3hHjqDPmIE2bRr6hg3ZditdR/XogTV0KGrgQAgMLP0YhRClRpI/QgghhBBCXGZKqzZWRsppRswawazm/6AuDOhJcHzyNqpQpUUfvrv5O5edT98ehn7KsQqV8qyB2fE3Sfxc6vRp9FmzHMuzr1iBdn7Z60tZHTuihg3DuuMOqFGjDIIUQpQFSf4IIYQQQghxGblQ0+fS6ZGuHgmUkXSchOMbOBd/kJkAGvSOC6JbvD8dXvmaa4Kv4eN3PybsVtdNz9SO/Ynxn6OIqtIMx1QvT0lekJCANncu+rRpaEuWoJlmtiaqXTusYcOwBg+GevXKIEghRFmT5I8QQgghKjRZ+l2I/LliJJBCsSgwhvd+7U3cocjzWzWGtxrGSz8foE2aP1gmZoOexQ84q+T9GOvudT602r6HqtrF9eepKM6eRVuyBH3RIrSFC9HOncvWRDVt6kj4DB0KzZqVQZBCiPJEkj9CCCGEqNBk6XchMovqGkboklDCxrpu1M382qm8VXUbG/yS4BCg6XhVaYlXzfZMGjAR45uboOirtufNPItt9TC0jHgArFq3YzV5soROVo6lp6NFRqL/8QfaokVoqanZmqh69bCGDMEaNgzatpUl74UQTpL8EUIIIUSFZQwbTk/TxBg2HPPTT8o6HCEuSx+s+oDXG64GwNvNmwfaP8Cv6Ym4e1TCVFaJn9/490m0+CgAlG8TzA7fXzlJDdNEW7MGfd48tL/+QktMzNZE1aiBNXgwauhQ1HXXXTnfGyFEoUjyRwghhBAVV0ICPXUDrOw1LoQQDpmSpFOnFPg4pRShy0J5f5Wjzs5j1zzGy51fpqpPVf6JDMV3eyzJrVywglcetAM/oh/8yRGP4Y2901Rwq1Si5yxzloW2aRPavHnof/6JduZMtibK3x/Vvz/WPfegunYFwyiDQIUQFYkkf4QQQgghhKjgsta+6t69+8WdWZKkQe6++G6PJbqJO0Huvjn2p5Ti+cXP8/n6zwF4r+d7PHv9s8792aaW+ftDQoLjs6vEbcL49wnnQ/Pqr8G/tev6L0+UQtu8Gf2nn9Dnz0c7ejR7Ex8fVN++WLfcgurSBdzdITi4DIIVQlREkvwRQgghhBCigsta+yqvOlj51QSylMXjCx/n+03fA/C/vv9j7DVj8zx/TiOKMiWgCis9FtuqYWiWo5Cx2Wgsqt6dRe+vvDp2DGPCBJr9+iseBw9m263c3VE9e2LdeiuqRw/w8ir9GIUQlwVJ/gghhBCiQghy9yUmPZl6e9JLfKqJEOWavz9LTZOexZjqk1diZtKWSXy/6Xs0NL69+VvuCbmnSOcociF2ZWGsuw8t9SAAVuVrsUI+LFpf5dWOHRiffor2++9oGRm4XbJLGQbqhhscI3z69gU/vzILUwhx+ZDkjxBCCCEqhKiujlEKoctdu4qREBWNOXUKS0ND6RZW9Psgt8RMakYqYZGOft/u8XaeiZ9ijezJg77zA/TjCwBQ7lUwO04Gw6NEzlWqlEJbuRJ93Dj0BQsy79I0rBtugH79sG66CSpLglsI4VoltSCjEEIIIYQQmYSHh5d1CJeNSxMvIZGhLK4RS0hkaLH7/WrDVxxNOko9/3o80eGJPNsWeWRPHrSTi9G3vQmAQsO8/hfwruPy85Qq00SbPRuja1dsPXtmSvyogADsL7zAjoULyfj7b6yRIyXxI4QoEZL8EUIIIYQQpSIiIqKsQ7hslETiJSY1hg9XOaZXhXYNxcNWyqNtUg9jrBmNhgLAav0mqnqv0o3BldLS0CZMwNamDbZhw9DXrnXuUnXqYI4bh33fPuxhYdirVy/DQIUQVwJJ/gghhBCiQimpqSZCVFRRXcPofaKyc2pkNv7+LPX2ynclrg9Xf0jCuQTaVGvDiFYjSiDSPFjpGKtHoKU7ljW3avbHav5i6cbgKrGx6O+9h61xY2yPPIK2d69zl2rdGvuPP2LfuRPriSekno8QotRI8kcIIYQQFUpJjHgQ4nJmTp3C0lYtc1yR64LohGi+2vAVAO/2eBdDL3ox6aLQo15Aj10HgPKuj3ntj6BVsLcq0dHozz6LrVEjjNBQtFOnnLusHj2wz5+PfeNG1MiR4OaWR0dCCOF6UvBZCCGEEOVSSGQoMenJgGOlr1xHNQghii0sMox0M53u9brTt2HfUj23dmgyxt6vAVC6B/ZOU8E9sFRjKJYdOzC++w7tjz/QTNO5Wek6atAgzGefhauuKsMAhRBCRv4IIYQQopyKSU/G0HQMTXcmgUTFlbUosTFsOMaNN2EMG17GkZVPpVkce+uprfy29TfAMepH07RSOzcJ2zE2jHU+NK/6HALbl975i+r8yl3GqFG49e+PPmeOM/GjvLwwx47FvmMH5m+/SeJHCFEuSPJHCCGEEEKUuJj0ZI409byYyEtIAN1wfD5PVgO7qDSLY3+46kMUikHNB3FN8DWldl4yErGtGopmpgJg1b8H1eDe0jt/UdjtaPPmYRswANvIkejLlzt3qaAgzNdfx75vH9b//gcNG5ZhoEIIkZlM+xJCCCGEEOVCRESE1HQqZdEJ0cz4bwYAL3YuxQLLSmGsfwAteY/jYUAI5lX/K73zF1ZqKvq0aegTJqAdOZJpl6pTB+uBBxwFnL29yyhAIYTImyR/hBBCCFFuhIeHy5t/IXJQ3Hsjt1Xyvlz/JaYy6VW/F+2qtyty/4Wl7/kf+tHZACi3AOwdp4LhVWrnL7CYGPSff0afNAktPj7TLqtNG6yHHkLdeCPYbJL4EUKUazLtSwghhBDlRmlOdRGiIinuvZFT4ig+LZ6JmycC8PT1Txer/8LQTq9A3/Ky87F57Q/gW86mSO3di/7aa9g6dcL4/PNMiR+rWzfsv/+OOW8easAAR+JHCCHKOflNJYQQQogycWE1L1nJS4CjAHRP08S48Sbw9891WXIZHeY632/6nuT0ZFpVbUWfBn1K56RpJzDW3ImmHMWRzeYvooIHlM65C0DbsAF93Di0OXPQLMu5XdlsqFtuwXzwQWjRogwjFEKIopGRP0IIIYQoExdW87pQANgYNpye23fI6k9XqoQEeqaezVYEOqsrYXRY1pXRCiK3aV25STfT+XL9lwA8fd3TpbPCl2XHWD0SLe2E42G1nlit3yz58xbE0aMYd96JrVMn9FmznIkf5e2NOWYM9mXLMD/9VBI/QogKS0b+CCGEEKJ8SEigp26A5RgREOTui+/2WKKbuBPk7lvGwQmX8/dnqWnS0zDKOpJyJyY9mfimnpjnE6PfHAxnq1sc3xwMZ2z9nEc9FXY01JTtUziefJxg32CGtyqdhKu+7TX0M47VsZRXLczrJoFWxs9/Rgb6l1+iv/UWWnKyc7OqXh1r9Gisu+4Cf/8yDFAIIVxDRv4IIYQQotQUZinvqK5h9D5RmSO9P5ZpYZchc+oUlrZqmev0LnHR2Po9aJMRmGvip7CUUny69lMAHuvwGO6Gu0v6zYt2ZDbGrk8c59dsmB0ng2e1Ej9vnjEtX46tQweMF190Jn5UlSqYX3yBfc8erEcflcSPEOKyIckfIYQQQpSaS6fsBLn7Unt32sVRPf7+LPX2kjdbl6lsz7eLrFq1yqX9XQkWHVjE9tPb8XX35f7295f4+bRjf2KsHe18bIV8hAq6vsTPm6uTJzHuvRdbr15oO3YAoDQN84EHsG/bhvXQQ+DpWXbxCSFECZDkjxBCCCHKxIWRPRdG9ZhTp2A9+kimkSCFrWMiyq+ormG83fyOTKO4Cvv85lQX6nJM/pRUouyCT9Y4RuCMaTeGAM+AEjnHBdqhKRirhqBZ5wCw6g7HavxIiZ4zV6aJ/vXX2Fq3Rv/tN+dm66qrMFeuxPrqK6hcuWxiE0KIEibJHyGEEEKUG1nrlsiqTpeXYj+/F4pCny8IbTw8ls67d2M8PDbXQypiciinRJmrbDqxiaUHl2JoBo91eMzl/V9K2z8BY+3daMoOgFVnKGaHiVAaxaWzxrJ2LbaOHTGeegrt/M+PCgjA/OILzJUrUddcU+oxCSFEaZLkjxBCCCFKhTZ9BrWio9Gmz3BZnyaKzT6JfF3zMHcte5yWs3owatkTnEmLddk5RDmWlESXs2mQlJRrk4qY/IGSS3x+tvYzAAa3GEw9/3olcg7Ms+jb/w/bxkfQUI5NDe/HvO5n0N1K5py5iYnBePhhbDfcgLZ5s3OzNXr0xSleUnRcCHEFkNW+hBBCCFEq1JDBHN22FTVksHNbUad1pWak8uX6L/m043Ji3DIcGw/sBmBv4gGWn1zLTzd8SveanYobtihj4eHhMgLMRQ4nHmbajmkAPHP9M64/gXkO/cAP6P99gJZ27OLmZs9gtXmvdEf8WBbajz9ivPoqWuzFZLBq0wbziy9QneR3gxDiyiIjf4QQQghRYvJb3auwb+rtlp0JmybQ8puWvBbxGjFuGfjZDfrEVia0/TNM7v41dd2DOZZ6kn5/jyT034+xW/biXIIoLRcKfltmpqLflxYJv5wVZiW8ovpy/ZeYyqRHvR60r9HedR1bGWj7J2D7qyXGpiediR+Fhtn6/0o/8bNpE0bXrtjGjnUmfpSfH+bHH2Nfu1YSP0KIK5Ikf4QQQghRIkIiQ3lt5yxCIkNd0t/OMztp9107HvnrEY4lH6Oefz1+2tmSM2t6sHBbe14NeYJB9ftz37FbuLfJMBSK97Z8wTXz+vPBlq/YnbDfJXGIgitMQsO59PvCv5xFv0MiQ1lcI9ZlP0PlWX5JruIWP09IS2DCpgkAPH3908Xqy8myox2chG1ha8cUr7OHL+6qdRv2vhuwWrxUeomf+Hj0J5/E1rEj+rp1F2MZNgz71q1Yjz8ONpn4IIS4MknyRwghhBAlIiY9mSNNPYlJTy52X3bLzt3z7mZ37G6qeFXh494fs+2hbYw6VRNblpcz7rjxbecP+KXr51Ry82NH/G5e//cjWs/uSfs5/fhs+wQsZRU7JpG/wo7ayZrgyPYz5O+fbWTQlaK4U98mbJ5AUnoSLaq0oF/DfsULRplohyZj+zsE2/r70VIOOHdZNfuT0XstZqfp4N+meOcpcDwK7ZdfsLVujfHNN2iW4/5WzZph//tvzF9+geDg0olFCCHKKUl9CyGEEKLc+2ztZ2w6sYkAzwA2PrCRmr418z1mWMNb6RXchbmH/mbWwQWEH1/N9vhdvLD+bXYl7OOrju+ga/L/YCUlJDIU3xqxzIkMLfCqVfklOC6MCALg2LFs+5VSLFzxD7Va1eVY6gmOp55iidc69q96mWOpJzmaeoKkjGQC3QOoGhBMkFcQ9fzr8cg1j1DNp1qhrq8iSTfT+XL9lwA8c90zaEUdiaMstCOzMHa8hZb4X6ZdVvU+WK3eQAVdV9xwC2fbNownnkBfseJimN7eWK++ivXkk+DuXrrxCCFEOSXJHyGEEEKUmqJMXdkds5v/W/5/AIzrPa5AiZ8LqnhWZkzTEYxpOoLYc/H8sncGL254l4m7J6MBX0oCqMTEpCcT39QT0wUjvwpi+Ym1PL7mdXbE74Z9l+zwAXavy9L6EMRscT6a9t80/hrxF/Uo5ZWoSsm0HdM4mnSUGj41GN5qeOE7UArt2B8Y2/8PLWFLpl1W1W5YrUJRVbu4KNoCio1Ff+899C+/RDPNi/HcfjvmRx9B3bqlG48QQpRzkvwRQgghRKkp7NQVS1mMXTCWNHsafRr0YVSbUXm2Nx4eS2fLxHh4LOb4bzLtq+wRwJOt7qeqZxXuW/EME3ZPRkPji45vSwKoAou32Xmx0T4mLBzm3BbkEUiwd3VqedfgzL5T3HhdH2r51CDYuwb+bn7EpSdwxtPidOppvv33W/bG7qXnLz1Z0Osnmvk3KsOrcT2lFJ+u/RSARzs8iofNozAHo534G317GHrcxky7rKCOWK3fRFUr5ZXYUlPRv/wS/aOP0BISLobauDHmp5+i+hVzSpsQQlymJPkjhBBCiHLr+3+/Z/nh5fi4+fDVTV/lP10lKYkuug5W7jV97mw0EIXivuXP8P3u39E0jS+uf7voU2FEqcswM9gdt5t1tU4Q2ugQJzzSAbi/6QhqrPbhjWdfc7YdFzWO59rnUOA4OBht+gzqb2jL/9WJZSeH6fnXUP7sM4l2Qa1K61JK3OIDi9l6ais+bj482P7BAh+nnVyKvv1N9Jg1mbZbgdc4kj7V+5TuCl52O9rPP2O89RbaJVP+lKcn1osvYj37LHh6ll48QghRwch/cwkhhBCiXDqceJiXw18G4O3ub1M/oL7L+h7Z6HYm3vAxGhrf7fqNJ9a8jlLKZf0LCHL3pfbuNILcfV3SX0xqDGMXjKXdd+0I+CiA9nP78lDLvZzwSKdZihdLbpzK153ew1sVPAGghgxma93WLHlxJ+1rtOd0Wgx9Fg5n1ckNLom5PLgw6ue+dvcR6BWY/wHp8RhrRmGLvDFT4kcFhGDvPAuz10pUjb6ll/hRCm32bGzt2jmWbj+f+FG6jnXPPdi3b8d69VVJ/AghRD4k+SOEEEKIcudQwiFunnwzyenJdKzdkYevfjjnhv7+LPX2KtLqT3c1uoMJXcahofHtrl95cu0bkgByoaiuYfQ+UbnAxZ7zYp5LpNukbkzcPJEdZ3aQYWXga/Phung/3tpXn02r23NDjYIVGl61alW2bVV9qvLPnf/QuVoHEjKS6L9oFIuORhY77rIWdTKKxQcWo2s6j3d4PN/22ukV2BZdg354qnObqtQSe8cp2HuvRQUPKNXRPtqyZRg33IBt2DC03bud261bbsH+77+Y330HdeqUWjxCCFGRSfJHCCGEEOXKtlPb6DapGztjdlLbrzYTB0zE0I0c25pTp7C0VcvMq0AVwqjGg/i+y0doaIzf+QtPrQ2VBJALFaXAd1YZqaeJ2zGD3bG7qe1Xm+mDprPn0T3EjNzGqvUhvHKwLh6q4C9pc0r+APh7+vNn30n0q9WNVPtZBi4Zw6yDfxU7/rL02drPABjUfFDeI+esDPStr2NE9EZLPQSAcgvA3mEi9r4bUbXvgNKsixUVhXHLLdj69EFfd7FYt9WlC/ZlyzBnzoSWLUsvHiGEuAxI8kcIIYQQJaIo035WHl5Jz197cjTpKC2qtGDZ3ctoXLlxCUYJoxsP5vvOH6Kh8c3OSTy99k1JALlIYQt8Z5WeeISYHTOwMlJoWaUlkXdHcluz26jnX69INZp6rxnH8mrx9F4zLsf93jYvZvb8nkH1bybDyuDOZY8yac/0Yl1DWTmSeISpOxwjeJ65/pncGybtwVjaDWPnB2g4amVZVbti77sBVX8UaDknXkvEgQMYd9+N7dpr0f/+27lZtWqFfc4czCVLUB07ll48QghxGZGCz0IIIYRwmfDwcOcb/qiuYYSb4fToWrAEwLzd87hrzl2k2dPoVLsTs4bMorJX5ZIM12l0kyFYKB5a+SJf7/wZXdP4eOC3SAnosjPzv5nE75oLysLNL5jwUeEFq1mTh7iMFBIbemBmpOTaxt1w59eun1PJzZcf90zl/pXPk6HsjGk6oljnLm1fbvgSu2WnW91uXF3z6uwNlEI7+BPGpmfQTMf3Q2k2rNZvYjV7tvSSPqmpaPPno0+bhvbXX2gZGRdDrFsXMzQUdeedYJRiEkoIIS5DkvwRQgghhEuERIbiuzOWZCPCWeeloCM/Jm6ayKMLH8VSFjc3uZnfBv6Gt5t3CUab3T1NhgLw4MoX+PK/n9B8/RjX8hlZBawQoqKiaNasWbH7+XrD1zz9z9OAwiOwEZUa9S124qcwDN1gfKf38Xf347PtE3hqTSidqnWgRUDJjkJzlcRziUzYNAGAp6/PYaWzs0cxNj2DfnS2c5PybYx53S+oyjkkilwtPR3tn38cCZ8//kBLyZyMU0FBWC+9hPXQQ1LIWQghXESSP0IIIYQoM0op3l35LmGRjmTRvSH38tVNX2HTy+Ylyj1NhqKU4qFVL/LF+i/QUlL4qMPrkgAqgPYrwvCOjeG9Ff+xpdv/FakPpRRvLHuDD1Z9AEBAjfY0TruGFM8AF0ZaMJqm8cE1r7Izfi8Lj0Zw/4pnWdZ/pst/NkMiQ4lJT6ZejXTmRIa6pED2xM0TSTyXSPOg5tzY6EbHxqQ96Efnoh2dix67NlN7q8F9mO3Ggc01K7PlyDTRli1DnzoVbfZstPj4bE1UjRpY992H9fTTRSriLoQQIneS/BFCCCGES0R1DSN0SShhYwv25tW0TJ7+52nG/zsegJc7v8ybXd8sXqLFKx1sGqRcMkXESkdL2oSWsBItYTVa+ikwfFGGH9j8wPBD2SqB4Qe2StxXyY8GV9/JR//9zpp9P/CxSuDZ1g856qEoO5qyADsoC9wCQdlBmWDZIfY0KBPlWRe8m5XqykhlLTYjhZjG7mh5TKnKS4aZwSN/PcLPW34GILRrKK90foU333yTsEcK9jOlzf+TGkeOoM3/EzXgZoyHx9LZMjEeHos5/pvCBaQU2rmj/Nj6Vm6NW8f6M1F8uv17nm8ztrCXlqeY9GQMTedIU0/M9ORi95dhZvDFui8AeDtkELbtYY6kT+KObG2Ve2XMq79B1b692OfNkVJoa9agTZuGPmMG2smT2ZsEBqJuvx1r2DBU164yvUsIIUqIJH+EEEIIUSQXRiwEufsWerRCmj2Nu+fezexds9HQ+KzvZ4y9pghvqpVFHa+j6FtfRz80F+3enc5d2pq24FYF0o+jWWezHZpXWqYP0KfW+Qf2mbB5ZuFD826OVX0IVtWB4BZU6OMrmspuPnjviiG1ddGu9el/nubnLT+jazpf3/Q197W7DyjcimFqwM2c2PkfasDNjg1JSXTRdbAchYwD3Xzw2R1PStMA5zHO/s+dRosNR0uOIv5wBJXdDqNlxFADWFcL9qbDn4c+IrpyFerVHAi6W5Gus0Qpk8gNb/GsxxEGVdGpc/idnJtVaoVV6zasRg+BV00Xx6AgKgp92jT06dPRoqOzN/HxQd16K9bQoag+fcDd3bUxCCGEyEaSP0IIIYQokgsjFmIKOVohIS2BQTMGEXkoEnfDnZ9u/YnBLQYX+vza4ekYm59jbKPjsDOH/WYimInZtivDD8xUNMxCn7NQ8aXuxDjwFvrB91GBPbGqD0EFdgft8nz5talLKK/+9SrvPBxa6GMnb5/Md5u+Q0Nj8u2Tub35xZEohV0xrFOnThcf+PmxwjLpojtGkyy+/jnGrRjHc6OfA0A7uZjenhPR/nwQLfVikiIIIINMGrvDk+4WHHwedfgtVGB3rMq9HM+prQymKFkZcPYY2tkjkHoI/WQ42rH53Jh+hhsDgfMrdzmbB12PqnUbVq3bwLcEahft3u1I+EydirZrV7bdysMDdeONjoTPzTeDd+nW9BJCFJ2yLA4sWYI9LY2mt9xS1uGIIro8X30IIYQQokzkN0rjWNIxbpl6C1tPbaWSRyVmDJpB9/p5H5ONMtG3vYGx86NsuyzfEPYcSqJJvUC0jDOQfoaksxq+tftiBXRC+Xdm1cYDdOrUEayzYE/ixwn/477Rg8GeBGYS2JPQzCTwUhB/nJiUQyw7uZ649CRMBc0DmtKp+nXYDA/w8wfNYFnkCrp17wXJqaAstLhw9OTNAGgqAy32b/TYv1FuVbCq3oFVfQh4NyncdV+mdp7ZySMLHgEcU/8uTfwUxaXJH3P8N6hVqzAvTQgBZMRhrHsVPfq3XPtRNn+Ub1uUd3O0lG1oCeucCUPNTEQ7Mw/9zDyUZkNV6oAK7IVVuQ941StW/Jmkx6HFb0FL2AYpB9HOHobUI2ipRyDtOBoq9/g1G6paD0fCJ/gW14/wATh0CH36dEfh5k2bssdgGKhevRwJn9tukzo+QlQwSUePEvXzz0T99BMJBw8S2LgxTQYMkDp4FZQkf4QQQghRJEHuvvhujyW51cXl2PMapbE7Zjc3T7mZ6IRoavjUYN7webSr3q5wJ02Px1g7Gv3EQucmq3ofrDqDUVp7cK/GrEXjeO6W55z7vxo3jud6Xny8atVvjgSB4Q2GNzFnK6P8rsp0GgUQHAzHjhEI9G1xltc2fsCX//0Ep3fT8rDF8kFz8KvXFIDFM0K5odXrcOyYo4O6T2Km7kE/NQP91Cy0jNMAaBlnMI59h3HsO6zA7li1HkH5X1u470EZCg8PL/RInLykZqQyYvYIUjJS6F6vO6/f8HrhOsgysicnmUYCKUWLoN3YNvVGy4i5uNnwRgW2R4s8ijriwYbkqlyT4os5fvzFY+0JrPzvQ44f/Y2bvCHg/Ck1ZUdLWA0JqzEOvo3yauwYEVS5D8qvfYGWTNeUooEVT3P7KfRtbzgSPvFbHcmeQkhTOn+mWCRX7c2dfX8D9xJYIe3ECfSZM9GmT0dftSrHJlaXLqhhw7Buvx2qVXN9DEKIEmPZ7ez96y82T5zIvoULUdbFUYRxe/dyKDKSet26lWGEoqgk+SOEEEKIIilMgef1x9Zz29TbOHP2DI0rN+bP4X/SIKBB4U6Y+B+2lYPQkvcCoDQDK+QjrMaPOgorX0i8FEJBCwJ727z45Lo3ublOb+6MeJQdaXsZuPg+/hj9T+5L0ns3war/Mla959HilqGfmo4WuwRNOeYT6XER6HERWJU6YNV+BBXQvdwXiI6IiMiU/MmaDAoJCSlUf0/+/STbT2+nuk91Jt02CSOPJE5OzPHfsHLcODo+91z+jc8dx9j3GgObLnFO6VJuAZghH6Lq3QW6DeP/eoKucw2AlWU6o82fTq3f5o5TJxm9fzH3VW/Al826YYsLR0u7OGVMO7sX4+heOPotylbZMT2sUgdH3amMeLDHodnjwR6Ptj2Z9Yn7qGql4oXd0cF/C8mP8qiO8q4N3rVRXnXAuzYHLA/azHmadHR2DPzStYmfM2fQZ89GmzYNLTISTWUfcWRddZUj4TN4MNSp47pzCyFKRfyBA2z+8Ue2TJpEch5/TzdPnCjJnwpKkj9CCCGEKFF/7/ubYbOGkZqRytU1r2be0HlU9alaqD60Y/Mx1t6NZk8CQLkHYXb8HVWtmKNQshQEzk+v4C4s6PsL3ecNZvnJdQyeMZi5c33oaQdj2HDMTz/JIXgbqnIvzMq9ICMW/fRs9GM/oJ07CoCeuB59x71YlfthNvkIbJWKd02lKGsyqDDJn0lbJjkLPP9y2y/U8K1REiGCstBP/I4e/T6aeTGhY9W6HbP9Z4WaDqVpGl93fJd2J9fz3ckD1AoexMtXRcDZveixix3JvaSNzulYmj0W7fQs9NOzcu2zbm5h2yqhAtqg/NuiAtqCXxOUV23wqgWGR7b2//fHGNIUDGp+Ow0DGxb4mnIVF4c2d66jaPPSpWhm9hpZqnlzrGHDsIYOhSYyjVGIisZ+7hy7581j8w8/cHDJknzbV2vThrpdu5ZCZKIkSPJHCCGEECXm162/8uCfD2K37PRp0Iepg6bi6+5b8A6UQv/vPfTtYc431Mq/DfbOM8CnkCOHXOTa177hE592vNByI4sPLGZorSrM2NkOzNzrrzi5VcYKHoNVYzTamXkYR75BO+sYyaTH/o0WtRN7s6/Bt1XJXkQZ23ZqG48vfByAN254o/B1ny7RKWs9n0ud3Y+x9yX0xHXOTcnp3ni2/QTV5r4ina+mdzU+vS6Me5Y/xdtR/+PmOr1oW7kFlncTqD0WMmIcNZ9iF6PFRaJZqbn2pdCJ0dyJ07zYY1RmmxHEM1c970j2eNcv8Eiwo0lHmbJ9CgDPXP9Mka4LgMREtHnzHMuyL1qElpGRrYlq3Bhr8GCsIUOgdetyP1pNCJHdmZ072fzDD2z99VfOnjmTZ1t3X19aDhtGu/vuo+Y111x29X4mTpzIDz/8wOHDjmm2zZs35/nnn6dPnz6Z2imlGDJkCEuWLOHXX3/l5ptvdu47fPgwzz77LCtWrMDHx4fhw4cTGhqKzVa+0i3lKxohhBBCXDY+WfMJLy19CYARrUbw/YDvcTcKsaSzPRlj3Rj0o7Odm6zagzA7TACbj6vDLbikJB5O8aT5uRbcfP1e/gw6w4ONt/PTrpYF70N3Q1UbhL3q7Whn/sTY/xqaPQEtLRrb1jswG76Fqj605K7BBUIiQ/GtEcucyFCiuuY/9e+C5PRkRswewVn7Wfo06MNLnV8qVhw5Jn+sDPRj36Mf+gxNpV/cXG0YUad6cW1Q34ttz52DkyfRTp6E2BjIsENGOtq5dIxHHoGYGAgMRNWrh2rQAOrVY0S9a5lVqzfzji7m/hXPsXLAHNwuLP3uFoSqNhiz2mCwzqElrEFLi0bZ/B2rgtkCUW6Bjq/rNKPr8jBi0pOptyed5FaVebrWbYX+Hny14SsyrAxuqHMDHYI75H9AWhocOoR26JDj88GDaNu2ORI+585la67q1XMkfIYOhXbtJOEjRAWUkZrKzpkz2fTDDxxZuTLf9sEdOtBuzBhaDBmCh59fKURYNoKDgwkNDaVRo0YopZg8eTIjR45k2bJltGjRwtnum2++yTHxZZomw4YNo3r16vz999+cOHGCsWPH4ubmxhtvvFGal5KvCpH8sc4PxbYKOCS7UEzT8VGaSuJ8he2ztK/ZVbLGXRbXURYxFOH5Nc8fY1bU57qklMa9kt8xJf0zJM/5RXLvlDilVLbvlaUsXg5/mc/Xfw7Akx2e5N0e76KjF/j7qqUcwG31UPTEbY7zoGFv+SZms+cdbzxz6uf8tqwx5fXYUI7eUTk855e8Rli9ejUdO3bMdEz32ACm3zGd26bewi/VjzPyZHW6FeXnpnJ/TO+2uO15DD1lK5p1DtveF7AnrMde5dvC/04pQZd+72LSk4lr6omVnoxZwHtHKcUjCx5hV8wuavrWZOKAiShLYeK637Vayjbcdr2EfuI/SAASwEqujGX0giRPrj8zF+3ziY5pTadOocXH53oKbcHxXPfN9vRgp7/OrsDt/LtkONd1uN2RJKlfH2rUAF0HbFCpi+MjJ5bi386ONwdhkWGEPvhGoX/3bD21lW82OOpVPXntk47jExLQzid3sn0cPuxIdOVDBQdjDhqEOXgwqkOHiwmfkng9Xl6V0uvrTPdOeXxNXx5ffxd2f0mcs6SPd5GTUVFE/fgjO6ZM4VxCQp5tPQICaD1iBG3vvZdqbdo4t5fH10S5/c1R52uSJSYmZkrWeHh44OGRfcrsTTfdlOnx66+/zg8//MCGDRucyZ+tW7fy1VdfsXTpUpo3b56p/dKlS9m1axdz5syhWrVqtGnThldeeYU333yTl156CXf3QvynVwmrEMmf6IMHAThw4IDL+7YnJWE7dcrl/eZ3Tlcr7DWURAylIet1lsV1lEUMxXl+9+7d6+pwKrTSuFfyO0fWPl39O6ii3t8lQe6dkpeens6uXbucjzOsDEL/DWXBkQUAPNPqGUbXGs2e3XsK3Kdv8lrqHXkB3XS8SDV1X6Jrv0uS1hV27871uAvPd0ZGBvv27bsYUx6Pm5gmKA0slakNZH6NEBkZSbXzqxY19PRkra5xnaWok16HR47U4ss6R3ms8S6m7fkPd71oL/Q0r/eoYY6nctp8x/Wcnk7G31Ec8X6ZdKNWrseV5D0fFRWVqY7Ppc+33W7H0HRMZWX6Gcjr3pl5cCZTdkzB0AzeafcOsYdjiSW28IEphc+GDfhs3ozb8ePY4uJwi4vBI+YgRlwiWpZazTqx6Ewv/HnyoKedo2UatDwJ7NwIczc691lubqQHBzs+atXK9HVGlSpgOApbO587y0KlpLB37Vr0tDTnh3bJ1/q5c2hnzzq/1tPSOJscS9S+eXyadpamGQF0+P0VbMfvxVbEn4mMoCAS+vQhvl8/UkJCziewyPO+u5yV9uvrvXv3lsvX9OXx9XdW5eH9VVZl+XosIzmZIwsXEj1rFvE7duTbPujqq6l/xx0E9+qF4elJHBB3ye/18izr3xxN06hXrx6tW7cmOfniH4MXX3yRl17Ke6SpaZrMmTOH1NRUOnRwjKJMTU3lgQce4KOPPqJ69erZjlm/fj0tW7Z0vkYA6NWrF88++yw7d+6kbdu2xbk8l6oQyZ969etzcP9+GjRogH7hj5CrBAdDaQ9jCw52fZ+FvYaSiKE0ZL3OsriOsoihCM+vaZrs3buXxo0bYxiFWz3lslYa90p+58jap6t/B1XU+7skyL3jUhEREXTv3j3TNnd3d5o1awZcnM6z+MhibLqN7/p/x4hWIwp+AqUw9n2J7dDLaMrxP3mWb1PsHacR7Ncs/+PPP99ubm40atTIufnSx33XfYJv7VSWxMzln2ufwWYYYGhgqkzHAJleI2Tq8/tvWfXJJ1z/zDM0Cw7mrejGzKx2mr3eZ5l7dgkvtX2s4Neczf9IP9MTt/2volln8UrbTeOMx8lo9CFW5X45H1IC93z7FWHEZqRQLz6dpNP/salLKG4jRnKTadL6zf8jY/Jv2I7Z0DUdTVk0a9Ys33sn6mQUH279EIA3u77JiOsL8bMBcOoU+tKlGEuWoC9ZgnY891E5BaF8fVHVqkH16qhq1VA1aqAv+As83MHdHQw30r/6Arewt9iYdpar09Kwbr3FMUUqOtrxcehQjnVx9IwMPKOj8YyOzn5ed3dU9eqO49LT4exZtLNnCQH44otCX8f9zq/iz3/kcc2aBjVqoOrWdUxjq1s380fTpvgaBoWoynV5K6XX15nunfL4mr48vv7Oqjy8v8qqlL9PSimOrVtH1I8/snPGDDJSUvJs7121Kq3vuouQe++lcgUs2J7b3xylFOnp6Wzbti3byJ/cbN++nX79+pGWloaPjw+//PKLc4TPK6+8wrXXXkv//v1zPPbUqVOZEj8AVas6FrU4WYBRlqWpQiR/LiR8dF13/Qtxw3D+70upKYnzFbbPivqGJmvcZXEdZRFDMZ5fwzDkDeylSuNeye+Ykv4Zkuf7Irl3CiXrst2XCokMxXd3LNFqAUHuvs4aLz169MAwDE6lnOK2abex8fhGfNx8mHLHFPo1yiVZkRMzDePfR9Cjf3Vusmr2x7zuZ3Q3/4L1cf750jQt03N36eN4eypJDT0w7amObRqABprK/nxf8hoh1z4Ng0qWjY8ONOOu5lv5YNvX3Nn4Dhr4FWOp6+p3YPdrjW3nw2hn96OZybjvfgQz+AGsei/AhdoyWa7blWIzUjA0nSNNPTEzUjAMAy0xgZ66AZbp/F5ceFlt5HPvJJ5L5K65d3HOPEf/xv15vtPz6Fo+/6F39izaypVoixejL16MtmVL/oG7gQoAqtVEBbdEVa0OVapA1aqoqlUdn6tUcWzL6c1O9G2QlMQKH2+66AZG3bpoaWe5RtfB0xPuvhsFOEt7myZnDmzj0ckjqX4imbuM9nRMDUI7eNBRSyc9PdsptPR0tPOFRV1NublBnTqounXhQkKnXj3n19Sp40hsZY2Ji8+luEQpv74u0t+dsngdWh5efxd2f0mcs6SPL6CzsbFs/e03on74gdPbt+fdWNNo2KcPIffeS9NbbsEoR1OSiirrfXNh2lelSpUKXJy6SZMmREZGkpiYyNy5c3nkkUeYP38++/fvZ/ny5SxbtqxEYi9tFSL5I4QQQgjXuzTZYwwbjm6aGOO/xZw6JVvbmPRk4pt6Ypz/+oIePXpwIP4AN0++mb1xe6niVYW5w+YWrOjsBWePYqwcgh63wbnJbP4iVus3QasYCbjhZ2rwQ9wRlgbG8fTaN5nTe2LxOvRuir3tPIxjYeiHHdOVjGPfoyVtwmz2JXiU0LLoJUApxUN/PsTeuL3UqVSHiQMm5pz4sSzYutWR6FmyBG3FCrS0tJz79PJCtWuI1iQarW4yBAD+YFW7CrPJh+DduEixmuMdtXNWjhtHx+eey/8Aw6BK4xAG3fUedy17nAnaVlYOmEP7oNaOeh8nTjhGCh08CNHRaAcOoEVHw6lT4OHhGFng6Yny9gZvb/Dycnx4ezu2XfL4wn7l5cWkvTOYHr0A08OND275gtb1roWAAKhZU/4DQIgrgFKKQ5GRbJ44kZ2zZ2PmUKj9Un61atH27rsJueceAurXL50gKxB3d3caNmwIQLt27di0aRPjx4/Hy8uLAwcOUD/L92z06NF07NiR+fPnU61aNTZu3Jhp/+nTpwFynCZWliT5I4QQQlyhIiIiLo70Sbg4quOCvEYCXbD55GZunXIrJ1JOUN+/PvOHz6dpUNMCx6CdWY2xaijaOcfQaGV4Y3b4HlVnSOEvqKz4+xNumnxx8hraBUWw4MgS/ji0iFvq9sn30DzZfDGv+xXl1hr9wNtoKgM9aQNa1ADMpp+jAvJY4rwACvL8usL4jeOZuXMmNt3G77f/TpB30MWdx445RvYsWeJI+ORRY0O1b4/Vqxeq2zXoHlPRT19cBU7pPlj1X8CqMQryG1FUAobUH8Csg38xK3oB9694jtUD5jlWtqtVC1WrFqpz55wPLMK0kPEbx/PEoQXQBH4d+COtW5bvVeGEEK6TfPIkWydNYvOPPxKXT21CzTBo0r8/IffdR6N+/dDL2bLj5ZllWaSnp/Pyyy8zatSoTPs6d+7Mu+++y4033ghAhw4d+Pjjjzl9+rRzuld4eDh+fn7OafHlhfwECCGEEFeIS9/sf3MwnK1ucXxzMJyx9XNOAGRKDuW0/2AEg2YMIik9iTbV2jB/+Hxq+tYscDza/okY/z6Bphw1U5R3PeydZ0BASD5Hlp7ea8YRl5FC7WoZLFwzjsXXO0aDXLq8uDl1ClZ4OE169ODpP57iw61f88Sa17m6SluCvYv5v36ahlXzbpRvW4ydj6KlH0PLOIOx/S6sus9i1R5b5K7ze35d4d/j//L8kucBeK/ne1wX0Brtr7/QlixxjPDJoxCpqlMH1auXI+HTsydUqYIW/StG1CNoiReLRFsB3TAbvQOetUv0WvKiaRqfX/9/RJ5Yw9a4nby75UvebP+My8/z196/eOqfpwD4v27/x1BJ/Ahx2bNMkwOLF7N54kT2zJ+PZbfn2T6gQQNC7r2XtqNH4yd1IPMVFhZG7969qVOnDklJScyYMYMVK1Ywc+ZMqlevnuPondq1a1OvXj0AevbsSbNmzXj44Yd58803OXXqFO+88w73339/nnWGykLp/9eIEEIIIVwiPDw8z8dZRUREOL8eW78HbTICc038hESGsrhGLCGRoZm2K6XISD7JwwseZsDUASSlJ9GtbjeW3rW04IkfKx393yewbRzrTPxYVbtj7726XCV+AOLO17453tCDuIyLxTMvTf4AziTKKyGP08y/EUdTT3Db4ntJysiy7FQRKb/22Nv9iRXQDQANC+PQRxj/jYH0gq2Wld/PR2EFuftiKosg95zLA8enxTNy5nDaHErn5/9a8Myr87FVq4btttswPv88W+JH+fpi9e+P+emnZGzZgn3vXszvvkMNGwbeKRjLb8G2fgza+etVtgDsTT7FbPlTySZ+/PxY4eWZqfjrqlWrsjWr5lWFzzu+BcD7W77kx91Tc+0yp+PzE3UyipFzRmIpi9FtR/NipxcL3YcQouKIP3CAyLAwvm7WjKm33MKuOXNyTfwY7u60GDKEEQsXMva//+j80kuS+CmgM2fOMHbsWDp06MDAgQPZtGkTM2fOLPB/jhiGwZQpU9B1nX79+vHQQw8xfPhwXnnllRKOvPBk5I8QQghRQWUduZHXSA5t+gxqRUejTZ+BGjI4374v1Pgxz9f3CdDdOLdlPUfZiT31ND+cbzeo+SB+vPVHPG2eBQs67RTG6hHoZ5Y7N5mNH8MK+SB7IeMKyNvmxbzeP3H9nJuJit3BiPBHmN17Im6uuDa3QMyWP6KOfIl+6FM0FHpcONqi6zA7TkZVvibPw1090udC0e9soqPRwsPZ9fNbrI06RtBZgP/Of1ykdB11zTWoXr1Qffqgrr02ezFiZaLv/QZ96+to5sXkm1VnKGaNF8C9isuuJzfm+G9Qq1ZhXpLwW7VqVbYEIMDg+jcT3nQl3+/+nYdWvciR1OO8FvJktqKjuR2fm2NJx7h92u0kpyfTvV53vr7p6wIXMhVCVBwZqansmj2bqJ9/JvqS/7DJTVCzZrQbM4Y2d92Fd5WS/314OfqikKssxsXFZdtWt25dpk+f7qqQSowkf4QQQogK4NIpWyGRocSkJ1OvRjpzIkNzfRN+6TFqyGCObttaoMTPpTJSTjF2wViObp9CyvmRLx6GB4NaDOL+dvfTuU7ngr8JjduEbeVgtLOOlY6U7o551VeoBncXKqbiCHTzwWd3PClNAwrcPi4jhdoHMgp8TAO/OoyI6cdPVebzz7FIHlv9GuM7ve+aN+uajlXnCZRfe4xdT6LZY9FSozHCu2OFfIjV6OEC1bwxhg2np2liDBueY4HvQklMRIuIwLZoEc0WLnQub94lh6aqQQOs3r0dCZ8ePSAwMOc+lYV2KgJ9+5voMWsubvaqhXnVF6jgAXDsWPHiLoTCJGq+7PgOQZ6VeX/Ll7y1+TOOppzgy45vY9ML/7LbUhYRByN4YckLHEk6QrOgZky9Y6qjnpAQ4rKglOLY+vVE/fQT/02bxrnExDzb27y8aDF4MO3GjKF2x46SCBYFJskfIYQQogK4dNRGTHryxWW403OfVlSokR7+/iw1TXoaBknnkjh7ahtnT23HnnqKC+tWNQtqxv3t7+eu1ndlLtpbANqhKRgbHkIzzwKgPGtidpqGCrquUP0U1+Lrn2PcinE8N7oAKzmdbw8wbm3BjwGoba/Or92+YPDSB/lxz1Tq+tbi1ZAnihRzTlTADdjb/Ymx61H0pH/RrHSMTU+hHZ6BefVXUKlF3h3kUOC7wCwLbc0atMWLHR9r16KZjn6yvrA85+uFW+9+qN69sXr1gkaN8u777FH0g5PQD/yElnIg0y6z4YNYbd8BN//Cx1yKNE3j/656jtreNXhi7Rv8sGcKx8+eZHynD6jpXa1AfeyL28ekLZP4betvHEo8BEBV76rMHTqXQK9cEmZCiAol+eRJtv32G1E//UTMzp35tq/erh3txoyh1bBheAYElHyA4rIjyR8hhBCinCvIKI2QyFB8a8Q6RwJlfQzQvXv3XM9hTp3C728+xNRrDaZ8UY/kC0klTWd4y6E80P4ButTpUvj/YVQm+tZXMXZ94txkVb4Os9NU8Cqf9QgKOyUnNwPq9OZ/14Xx+JrXCdv0CXV8ghnduHAjr/LkUROz9VTUmS8x9vwPAP3MCrR/rsFq8QJW8xfByGU63iXJvgtyW/3LKy0Dbd06OHIELS4O4mKxde2aY7eWYbChrsH8eulk9OpO2DN/YrrlM+XNykA7/hf6gR/Qji9Ew8q0W/k2xrzmW1TVG/Lup5x5sPld1PSuzl3LHuevI+G0nNWdZ1o/yNOtHsixfdK5JGbtnMXPW35mxeEVzu0BngEMazmMJ699koaBDUsrfCFECTAzMtj3119E/fQTe//6C2XmnYD3DAyk1YgRhNx9NzXaty+lKMXlSpI/QgghRHlXhFEaWWv2ANne2Hfv3p3k9GSmbp/KhM0T2Oi+ETY79hmeAXhXa4NHUDMm3fR10eJOj8NYMwr95D/OTVb9ezCv+gKM0lkBw3h4LJ0tE+PhsZjjvwHyn8LjquQPwEPNRxGdfJRx28bz8MqXqO1dk57BuSz7XRS6G1a7j1A1+2FsfBwtZR+aysDY8Q76oWmYV3+NqtYt22Hm1CksDQ2lW9jFKYMR4eH0aNYMLSqKJ2ZtoM2BM7Tcf4YGx+IxrPG5hqCaNsXq3Rt79+7cduRT/k5cTePAxqy5bwZaXomflAPo+yegH/wFLe1E5j7RUNX7YDW8FxV8C+gVc5rTLXX7ENF/Bk+seZ21pzfx1ubP+H7Xb1zt2Yyqe6YRf0QjIS2BfXH7mLt7LqkZqQDomk6fBn0Y1XYUtza9teA1tYQQ5dLpHTvYMmkSW3/9ldRTp/JurGk07NOHtqNH0/TWW7F5yv0vXEOSP0IIIcRlIKprGKFLQgkb63gzH+Tui+/2WJJbVc6x/X9n/mNm2kwGfz6YpPQkANwNd25vdjv3t7+fO3fPxaYbmMrK8fh8Je5w1PdJ3guA0gysdh9jNRoLpVmfICmJLroO1sXrcFVip6DevvoFDqUcZdqBPxga/jDh/afTJrC5S8+hqvfG3u9f9B3voO/6BE3Z0ZL3YFvWB6v+3Zht3898QEYGNU6dQvv1V7StW9Gionh19Wrc3ne0ezWvc7m5oQYOdNbuoW5dAMat+pC/d6zGw/Dg9zt+p5JHpRyP12LWou/+FO3InOyjfLxqYzW4G6v+PeBTr6jfjnKlfVBrIvvPYmb0Al7b+AH7kw7xp+9p/ly5IlvbJpWbcHfbuxnZZiS1/GqVQbRCCFdJS0jgv+nTifrpJ46tW5dv+4CGDWk7ejRtR42iUp06pRChuNJI8kcIIYQoh3KbgpOXS6d1ZU0GXZBupvPBqg94b+V72C3HkrGNKzfm/nb3M6rNKKr6VAVA2zOvyLFrR+dhrLsHze4YdaTcgxyrUVXrnveB5UCmkULz5hapj95rxuFTLZ6Fa8ax+Prn0DWdiV3GcTz1JMtPruPWRfew/ObZ1Pap6eLgvbDavI1VdxjGxkedhZL1bT+j/TObIVvrYIw5grZlC/z3H0+kp8PEic7DfXLoMs3NYF/9qrTofCOsXAWBlcHHG/O33zK1W3l4JaHLQgH4uPfHtKveLnNHykQ7Og9992foMasz79JsqOABWA3uQ9XoA5rB5UbTNAbXv5lb6vQm5O8xxJ/aAz6e9Kl3PQGeAQR6BtK/cX+uq3WdFG8VogJTlkX0mjVsmT6dnQsXYj97Ns/2bt7eNL/jDtrecw91u3RB0/Mv2C9EUUnyRwghhChnQiJD8d0ZS7IRkfty2jnIaVrXpTaf3Mz9f9zPllNbAOjfuD9PXfsU3ep1c80bTmWh//cuxvb/u7jJvy32zjPAp37x+y8NOYwUKqy4jBQSG3pgZlxcmnzj2o3M6Pk93RYMYmfCXvr9PZLRjQdxXdX2XFMlBF+3nFIvBZSWBsePox0/DseOoR0/jjraCfVvMmzdjhaj0EikPduB7bl2k+ztjXenTqi2bR0fISEYTZvS1M0NEzBuvAlymH54OuU0I2ePxFQm/Wv3576Q+y7utKegH/wZffcXaCn7Mh2nPKpjNR6L1XAMeFYv+vWXgJIaHeZheODj14RKlZphKotfBn5bIucRQpSuhCNH2DJzJltnzCD+8OF829e6/npC7rmHFoMH41Ep51GSQriaJH+EEEKIcianej2XCnL3dSz1vic912ldcDEZlG6m8/7K93l/1fvYLTtBXkH8r9//GNJiSK5JnwvnCHL3LVjQGUkY6+9DP3pxtIxVezBmh+/BVozExmXAeHgsmmVSZZLBvI9+pOuCO9iTuJ/X//0IcNR3ubZKO3644RMaV6p/8cCMDEeR5S1b4ORJtJMnM38+dcrxOT6+UPEoDWhQla2eQbQaOcqZ6Hn3m28ICyt4shEcS5HfM+8ejiUfo1nlZrzW7jXHz1TqEfR936Lv+w4tIy7z+Su1xGz6FKruiFKr/VRYpT01UAhR8WSkpbH777/ZMmMGB1asAKXybO9TowZtRo6k7d13U6W5a6f+ClEQkvwRQgghyoFLp3nlV6/nwmig0OXZp3VllXW0z8BmA/mi3xdU9817pEVhRhyRsB3b6mFoSbsBR7Feq81bWM2eL936PueVuzful4wmqu9XhzW3zGf6gT9Ye+pfju/eSPCek7Q8/S/bfr2Nxh7tsJ0+AydPQkwMWj5vJvKj/PxQbdsSGXiCdtWOEFD/HFodwP00DQwfVNcuqCodC9ZZDiuEvb/yfRYdWISXzYvfbvsV/yNbcVv7EfqxeWgq8wghq1ovrGZPoar3LZOfCyGEKC6lFCe2biVq+nR2zJ1LWmJinu11m43GN99MyD330KhfP3SbvP0WZUd++oQQQogylnWaV271egoj3UznvZXv8cGqDwo82qcotOjfMTY+gmY6VilStkqY1/+CqnmTy85RWOUu+XNBejraokXU3rKFZ6KiHIWW4y4dFZMALCtwd8rdHapXR9WpAzVrsjo6muvvuANVsyYEB7P6+HGuHz4cdJ1hi5/FDzvPpq7m4XNb0LDwMw/y/+zdd3gUVRfA4d/MbHoPJEDovVelKEVA7Nipin52ARsi9gLYsIAVFcWOClhRQAQRkC5FROm9hFDTe7Iz9/tjkyW9brJJOO/zhOzeaWd32ZSTe89Ry/tjNbsbq+OLxV4vb4ewFYdW8Pyq5/HWYHGvYXT97070+H9zx6jZUI2GY7YaB8GdS/zYhBCiKkmOjmb7vHls/e47Tu/aVez+tVu1osvdd9N+5Ej8wsMrIUIhiifJHyGEEKKSdV450bmkamu/ycUu8yqtw/GHGfL9ELae3ArA9a2v593L3yXcz4U/gJrp6FsnYOw/W7NEBXXEfsEcCGjpuutUEaVNKAUmpdPmwCn0rdPRdu6ApCS0jAz0jcV3fDENHb1OXVR4ODRujAoKciR5wsMdn+vUgTp1ICjIMYMmIsKRQNxem6T2iWztNwGARRMn0itH8dAUzZNJvn25q++HGJvHoMf+jYbCOPARetQvdAzsCSlHQfcAzcPxWffMuu+Y7dP/oovATOVU/GEmLxzJS6EW94d64n/yi1yPQXnVwWp+F1azu8EnolTPnRBCVAXKsti/YgVbv/2WvX/8gZWZWeT+XgEBtLvmGjoPG0a9Tp3Q6kvHPlG1SPJHCCGEqGTRGUkYmk60i5I9OW09uZVr5l7D8aTj1Pap7Zjt026oay+SfAhj3Uj02M3OIavJ/zC7vQOGj2uvVdECAlhtmfTRjYLvZylR8mf/fvSPPuKnuT/SPCo+a3BJoburWrUc9XY6dkR16MDXaRt49MjHxPvr/HHldHqGd4OICIiKKvbSeROIxvARDDRNjOEjMOfOyb1zSFfMgatR+95H3zYRzUxGSzvByEY/w8KCO5wpNNA9uNTKgB+hPrDamUvMcO6X7NMBj/bj0RoNrbL1fIQQoigZycn8N2sWG954g9hDh4rdv0nv3nQeNoxWl12Gh7d3xQcoRBlJ8kcIIYSoIZYdXMbQH4aSmJFI+7D2zB8+nwaBDVx6De34Ioy/bnMW8VW6N2a3d1BNb3PpdSqLOeMD1kydygUTJhR4v1hnzqB//z3aN9+gr3e0Vm9ewG7KMMDfH2vECFTnzqhOnaB+/Vy1b0aqS/hlRRQ/Hv6VkSvuY+3gn6lLGWfNxMczsIDOXE66DavVg1gNrsP4+yH04wuLPJ2GAiujwG1K80A1HEpms9HsOx1I60atMYya167dVUI8/PDbE0dyq2B3hyKEyCHp+HE2vf8+W2bOJDUmpsh9g+rXp9PQoXS88UaCGzaspAiFKB9J/gghhBBuVlyB55KYvX02d82/i0wrk4saXcR3Q74j2DvYdUEqE337ZIydr5wd8muG/cI5ENzFdddxtUJm8pRLWhra77+jz5uH9uefaHZ7rs1K04gKD6fuFVegOndG/3IW+PmBUlhPPlnoaTVN46Per7Itdhd7Eg7Qe+F1zBn6Hd0pfulAmf8P+TbC7P0jty26gcGZB/BWmQwOawuW3ZHsUZlgZYKVgWZlEp+Zxj9n9pCqoF3d82nQ+GqspneAdx2UacLp3aW7fg2xdu3aEi8NXNprAlNXT2XCrSVMMAohKtSpf//lr7ffZvucOUUu7bJ5edH6iivoPGwYjXv1QsuxrFaI6kCSP0IIIYSbFVTguX///iU6VinFG3+9wZPLHEmFIW2H8NnVn+Flc+GSm7RTGH/din5qmXPIirgas/sn4BnsuutUAHPGB6i1azHLWwTaNNHWr0f/6Se0335DS8q/ZE917Ig1eDDWNdew7+BBwrOv+f0Pjhk+JejcFegZwE+DPuG6pXeyN+EAA2YN4K0ek7iz1cgiC3UXVyS8lqe/s85UPprGYs9mLPVqgaksIntPK/AcxxKP0eOTHpxOgbu63MWgy9/HKvYRnRtKk/wRQrifUooDS5bw11tvceiPP4rcN7xtW7rdfDPtrr4a76CgSopQCNeT5I8QQghRBWW3fQcKbLEN0Peivjzy+yNM3zQdgId6PMSrF7+Krrnur5HambUY625CS3PUnVGagdXxRaxW46tNu+7ifikvdLtSsH07+s8/o//8M9rJk/l3qV8fa8QIrJEjoVMnZ32eC+vVK3O8LQObsnbwPO5cPYFfjixh7Lqn+Ov0Ft7qORk/D98ynXNrv7J3jgM4nXyaW+bdwumU03QK78S0SwpOEAkhRFVmT0tj2+zZbHjrLc7s3Fnkvs0HDKDn3XfT+IILXNolUwh3keSPEEIIUQmWL1+eO6GTR1EzffK22AZIs6fxcdzH/LjrRwBeu/g1xvUc56pwQSn0ve+g//skmnIsa1LedTF7fY0K6+u661QBeZM/gYmJ6O+/j75gAdqOHfn2VwEBqCuvxLr2WtQNN0AFTP0P8gzkuwEfMvXINzy74lm+2PcdPx3+jZuaX8ddrW6iU2jbYk5QcMKwNBLSE/h5z898u/1blh5ciqlMAjwDmH3DbHw8qllhbzeTmUFCuFfy6dP8PWMGm2fMIOX06UL3M7y86DhqFD0efJDaMstH1DCS/BFCCCEqWOeVE/HfFUOSsaLQGRhFJYYgd3IoNjWWId8PYdXRVXgannwy+BOGtx/usni1M+vQd7yAfnKpc8wK64fZ6yvwruuy61Qp8fFoixah//QT9/31V77NysMD1b8/1vXXowYOhOyOLhVY80HTNB694FG6eTTm/nVPsz/xMDN2zWLGrln0DOvK3a1uYkjTwWTPBcr5f6SghGFpzPpvFvcvup9Ue6pzrGvdrrwy8BVahrYsx6Oq/ozRY+htmRijx2DO+KBEx0jyRwj3OLNrFxveeYdtX32FPS2t0P18w8I4b/Rout17L37hWa0MS9BpUYjqRJI/QgghRAXL24a7LLKTQ0cTjjJ4zmB2ntlJoFcg39/4Pf2b9C9/kEqhnV6BvmMK+ukVuTaZbR7Faj8Z9Br2Y0N6Otry5Y7CzcuWoWXk72ZlnX8+6rrrsK66CkJC3BAkXBzRh+03LGf58bXM3P0NvxxZwl+nt/DX6S08suF5bu50C3d1vStfArGkdaMgd8HoDzd/yAOLHwCgVWgrhrcfzvB2w2lVq5UrH1b1lZhIH10HSyoeCVEVKaU4vGIFG95+m32//lrkvrXatKHnuHF0uOkmbNKmXdRwNeynOCGEEKLqyduJqaydmf479R/XzL2GY4nHiPCPYP6I+XQM71i+4JRCO7EIfecr6NHrc2/yaYjZ7W1UxODyXaMqsSy0TZvQfvoJfeFCtISEfLtEBwcTfNddWHffDV4uLJxdDrqmc3FEHy6O6MOJlFN8se87Pt0zh4NJR3l/8/u8v/l9LmhwAXd2uZOhbYfi4+FT7GyynLILRod0C3Emfh7o/gBTB02VWhdCiGrBzMhgx7ffsuHttzm5dWuR+za5+GJ6PvQQzS69VLp2iXOGJH+EEEKICra132SWm8sZ0G9AgfdL4s/Df3Lj9zeSkJ5A29ptmT98Po2CGpU9KGWhHZuHsfMVtLh/cm/yb4HZ5jFU45tA9yz7NaoSpdCWLcN46SW0Awfyb65dG+uaa7Cuv55tCQlc2Ls3RES4bdp/UcuE6vqG83in+3i04xj+iFrNzCM/Mn/PfNZFrmNd5DomLJ3AqA6juLPrnbQPa1/ia0a1iGLKH1MAeOzCx3jhohck8SOEqPJS4+PZ8tVXbHr/fZKK+Jqte3jQfsQIejz4IHU6d67ECIWoGiT5I4QQQlSCvLMwSjMr47sd33H7/NvJMDPo07APPwz5gRCfMi5BUgrtxG8Y/z6JlpC7mLEKbI/Z9nFUgyE1a4nX3r0Yzz+PvmpVrmHl44O6/HKs665D9e4NNsdjdnllloAAVlsmffTCiy/nTPYYo8egWSbGe+9DeDjmm28UeIyu6VxSvx+XdB/B8aTjfLH1Cz7951MOxR9i+qbpTN80nQsbXMhdXe/ixjY3Oos0p2SmsDt6NzvO7GDnmZ3sOO34vD92PwCT+k3iqT5PufhJEEII14o9fJgNn37Kv99+S2ZqaqH7eYeE0O2eezhvzBgCIiIqMUIhqpYa9JOdEEIIUfN89PdHPPDbAygUN7S5gc+v+RxvWxnrEsRtxdj6BPqpP3INWyHdsNo+iYq4GlzYJt7t4uLQ33oLfdYsNNN0DlvnnYd1yy2oSy4BP78KD8Oc8QFrpk7lggkTCt0n10yf7Joyug7x8SW6Rj3/ejzR+wkeu/Axfj/wOx9v+ZgFexewNnItayPX8sjvj9A9ojv7YvZxMO4gCpXvHIZm8PLAl3m458NlepxCCFHRlFJEbt7MXzNnsmfJElD5v5ZlC2nRgh4PPkjHW27BsxK+1gtR1UnyRwghhHCxzisnEp2RRC1P/0K7exVHKcUra19h4p8TAbi32728delbGEXMHilU6jGMbZPQDn2JluOXfiu0B1b751B1LoGatLzHbkefPRt92jS0uDjnsKpfH/PJJ1FXXVWlHu+g9VPxC4/jt/VTWdqr8ARRSeiazmXNL+Oy5pcRlRjF51s/59N/PuVIwhGWHFji3K+WTy3a1W5Hu7B2tK3dlra129IhrANhfmHlfTgiD23BQupGRqItWIgafBWAdP4SopQsu51dv/3GhpkziSqmnk/DPn3oOW4cLa66Ct0ow/dMIWooSf4IIYQQLhadkYSh6USXsbuXpSweW/oY72x8B4Cnej/FxH4TS19/xZ6Evmsq+p430cyzU+KVX1PMji86lndVoSSIK2hr1mA8/zza7t3OMeXjgzVmDNY995xt0V6FxGYmk9DMCzMz2aXnjQiI4Kk+T/H4hY/zx6E/OBx3mNa1WtO2dltJ8rhQQcm7nDO51OCrOLFrpzPxA5L8EaKk0hMS2PrZZ2x86y3ijx0rdD/NMGh74430GDeOiPPPr8QIhag+JPkjhBBCuMDy5ctLVcenMJlmJvcsvIevt30NwLRB03igxwOlO4ky0Q5+7pjtk37y7LBHMFbbJ7FajAWjanSxcpn9+zEeegh9yZJcw9b112M+9hjUq+emwCpOUUWhczJ0g0ubXVoJEZ2bCkrelfS1EUIULP7IETa99x7/fPIJ6QV0Zczm6e9P15EjOf+xxwhq3LgSIxSi+pHkjxBCCOECK1asKHfyJzUzlZvm3cTCvQsxNIOPr/6YmzvcXKpzaCcWY2x9Ai1hu3NMaTasFmOw2j4FXrXKFWOVk5iIPmUK+jvvoGVkOIetzp2xnnsOdd55bgyuYkmCQQhR00Rt2sSGt95i5w8/oHLUassrqH59ut9+O52HD8crIMDRnVEIUSRJ/gghhBDl1HnlRPzrxjBv5cQy1/iJT4vn+u+uZ/XR1XjbvJl9/WyuanlV8Qdmi/sX498n0U/+nmvYqn8dZseXIKBlmeKqsiwLbdYsjGeeQTuZY3ZTeDjm44+jrr/eUTC5hsq11OiGgruBCSFEdWCZJnsXLGDD229zdPXqIveN6NyZHnffTZvLL0e3ya+yQpSGvGOEEEKIcorOSCKulTdmGWv8nEg6weA5g/n31L8EegUyb+g8+jTqU7KDU6Oyijl/kaeYc3eszq+havcuU0xVmbZ2Lfr48eh//+0cU15eWHfdhTV2bKV08HKlEA8//PbEkdwquMTHVFSdICGEqCwZycn8++WXbHz3XWL37St8R02j1aWX0vPuu2lw3nmlr38nhAAk+SOEEEKUWy1Pf/y3x5DUPrTUxx6MO8iVs69kf+x+6vjVYf6I+XSp06X4A+3J6Lunoe9+A81McQ4r38aOYs4Nh9astu0AR45gPPUU+rff5hq2rrsO85VXqmQx55JY2msCU1dPZcKt5ev0JaoGY/QYelsmxugxmDM+cHc4QlQ5iVFRbH7/ff6eOZO02NhC9/Pw9aXTbbfR44EHCPHxqcQIhaiZJPkjhBBClNPWfpOZ+MdEJo9xLPmq5envbPVelG2ntnHVnKs4nnScpsFN+XXkrzQPaV70xZSJduhLx2yftONnhz2CsNo+gdXiPjCqZxKkUCkp6FOnOlq3p+boWtaxI+a0aaj+/R0DUVHuia8EpDbPOSQxkT66Dpbl7kiEqFJObt3KhrffZvvcuViZmYXu5x8Rwfljx9L1rrvwCc36o0oV/vouRHUhyR8hhBDCBfpnJyCgRHV/1keu55pvryEuLY72Ye1ZOGIhEQFFF6zUTvyO8e/jaPHbnGNKs2E1vxer3dPgVbvM8VdJSqF9+y3GU0+hHT16drhWLaznn8e64w4wDDcGWHKS/BFCnKuObdjAquef50Cebox5hXfqRM9x42g3bBiGp2clRSfEuUOSP0IIIaq9vG3WXdV2vTRKc73F+xcz/MfhpGSmcEGDC5g3dB4hPiGFH5CwA+Ofx9BP5mljHnENZqeXIaBVWcOuuv7+G2P8ePS1a51DymbDGjsW6+mnIaSI56sakE5d5xZ5rcW56Pjmzax8/nn2L1pU5H7Nr7iCnuPG0bh/f6nnI0QFkuSPEEKIaiVnYqfzyolEZyTReG8GScYK54wbV7Rdryhzt8/l9vm3Y7fsXNbsMubcMAc/z0IKFFsZ6LteQ98xBU2dnSJvhZyH1flVVFi/Soq6Ep04gfHss2hffommchSwvvxyzNdegzZt3BicawxaPxW/fXEk62tZ2qvkdX4kYVQ1laRgt7xu4lxyYssWVj3/PHsXLix0H8PLi46jRtHjwQep3bZtJUYnxLlLkj9CCCGqDWP4CHTTxJjxIebcOURnJGFoOpE5Om0Zw0cw0DQxho/AfNP1LbCzE07gqO1TmtbuMzbP4KHFD6FQDG83nE+u/gRPo+Cp7VrMZoxNd+de4uXbCLPjC6iGw2teMef0dPR330WfMgUtMdE5rFq1wnz9ddQVV7gxONcqa6cuSf5UEQEBrLZM+uiOJYf5Cnbn2S7EueLUv/+y8oUX2PPzz4Xu4xsWxnmjR9Pt3nvxCw+vxOiEEJL8EUIIUX3ExzNQN8Ayy7dPOWQnnLJvl4RSipdWv8Tzq54HYMx5Y3jz0jfRC0rgmKno2yej734LDUfBWKUZWK3HY7V7Bowa1vFEKbT58zEefxxt//6zw0FBWM8+izVmDHh4uDFAIXIzZ3yAWrsWs5BEnDnjA9ZMncoFE6R7mzg3nNq2jdUvvsiuH38sdB/fsDAumDCBbvfei4evbyVGJ4TIJskfIYQQohSy27ofbulZbDcvgMiESKasmcLMLTMBeKbPMzzb99kC6xpop1dhbLoXLWmfc0wFdcLefSaEdHXdg6gqtm3DmDABfdky55DSday77sKaOBHCwtwYXOWSGT3Vi7xeQsCZnTtZ9eKL7Pz+e8ixTDcnn1q16PXII5w3ZgyefoUscRZCVApJ/gghhBB5bN26ldatWxe8LU9b94IkZSQxb/c8vv7va5YdWobC8UPxW5e+xdjzx+Y/IDMR/b+nMfbPcA4p3ROr3TNYrR8BvYbNfImORp88Gf2jj9BytMO2LroIc+pU6NzZjcFVvIJqxEgyQQhRXUTv3s3ql15i+9y5hSZ9vENC6DV+POeNHYtXQEAlRyiEKIgkf4QQQog8tm7dyrBhw0p1jKUs/jz8J7P+m8VPu34iOUc9l74N+zK+13iuanlVvuO0E79jbB6DlnLk7Llq9cI8/0MIrGFFMDMz0T/8EP2FF9BiY53DqkkTzFdfRV13HZwDnV7y1YgRQohqIObQIda88w7b5s1D5Ujc5+QdHEyPhx6i+wMP4BUYWMkRCiGKUi2SP5533IH3jTdC8+buDkUIIUQly9W2PSiIZabJQKPiCql2XT0Z34aJdF09mX8ver7Y/Xed2cVX275i9rbZHE046hxvEdKCmzvezE0dbqJpcNP8B2bGY2x9DP3gZ84hZfhidXwRq8UY0GpWsVhtyRKMCRPQdu1yjik/P6wnnsB66CHw9nZjdEKUj8zcEjVZ7OHDrJk+nf9+/BFlFlxPzyswkO4PPkiPBx/EOzi4cgMUQpRItUj+6Js303T1aswzZ+C2286JvwoKIYRwyNm23Zw7h2UTJ3LRZMeSq1qe/mdbvbcPdcn1YjKTiW7hiVZEJ6YUUvhg0wd8te0rNkZtdI4HewcztO1QRnUcRa/6vQqs6wOgHf8NY/NYtNRI55gVPhDz/A/Ar4BEUXW2Zw/GY4+h//prrmFr1CjMF1+EiAg3BSaE60jyR9RE0Xv2sPbVV9n2zTeFJn08/f3p/sAD9HjoIXxCXfN9WAhRMapF8gdAt9vRJ0/G2rwZ85VXwL/4IptCCCGqt84rJ+JfN4Z5KycW2FI9e2y5sZwB/QZUWBzLly+nd7/eLNq3iFn/zWKB5wKsJY4p74ZmcFnzy7il4y1c1fIqvG1FzGDJiMPY+ij6oS+cQ8oWgNn5VVTTO2vWHzfi49Fffhl9+nS0zEznsNWzJ9Ybb6C6d3djcEIIIQpzZudO1rzyCjvmzi10eZeHnx/d77uPHg8/jG+tWpUcoRCiLKpF8sd+yy14vP8+APqCBWg7dmD/4AMopBinEEKImiE6I4m4Vt6YOVqq9+/fP99+zmVhrr5+SjQ9ljxI+v4dRG/cj2lPc2zQoGvdrozqMIrh7YcT7hde7Lm0qIUYm+9DS4tyjll1LnHM9vFtVCHxu4Vpon3xBcazz6KdPu0cVhERmC+/jBoxAvQCWtwLIYRwq1PbtrFmypQiu3d5+Phw3pgx9HzkEfzOoY6MQtQE1SP5M2ECx2vXpuEbb6AlJaEdOIDt2msdP0TecIO7wxNCCFGJKiLRs3btWrr36s6/xzeTcvJfMhOPY08+Sb0N7+bar55/PUZ2GEnCygTev+P9kp08Iwbjn0fQD3/tHFK2QMwur6Oa3FajZvtoq1ZhjB+PtnWrc0x5e2M9/DDWo4/KrF0hhKiCTm7dypopU9j144+F7uPh40O3UaPoec89+NfwjoxC1FTVIvkDkNinDxkXXYTnAw+g7diBlpaGbfx4rI0bMSdOlEKRQpzDchUELuC+EHmtWbOGRl2asuH0P2w4vYUfty/g5P4Y0sz0fPsa3iF4BtTDM7QlB66fg6EbTPxzYomuo0XNz5rtc8I5ZtW9HPO898G3gcsej9sdOoTx5JPoP/yQa9i68UbMKVOgSRP3xFWDDFo/Fb/wOH5bP5WlvaRLmBCi/E5s2cLql15izy+/FLqPp78/591yCz3uugs/Wd4lRLVWbZI/4GgFa//xR4zJk9FnzwZAnz0bbetWxzKwxo3dHKEQorJ1XjkR/10xJBkrnPVfchYIFlVPhSfniugIdjzlFD0W/4+4+EOk7009u8EDMCHEO4Rkr0BsvuF4BNRjz1Uz6bjmRQxNx1QWhl7CDlzp0Rj/PIx+ZI5zSHkEYXaZhmp8S82Z7ZOcjP7aa+hvvIGWfjZxpjp3xnzjDVTfvm4MrmaJzUwmoZkXZhGFyIUQoiSiNm5k9UsvsS9PIf6cvAIDOf++++j+4IP4puf/w4gQovqpfovuvb0xp0zBPm0aKmu2j7ZjB7bBg9EWL3ZzcEKIyhadkURkK2+ic9SEEe61fPnyIrevWLGiQq9vzp3DsvbtMOeeTbxYyuKjXV/R6aeLORm/k3RSAY2utTpwb+tRDEkcxLbrl3Hi4RMEt74Gv4geeAU3JsQnpHQXt+xoBz7FtrhLrsSPVe9K7Jf9g2pya81I/FgW2tdfY+vQAWPKFGfiR4WFYZ8xA/v69ZL4KY+AAFb7eINlQVCQu6MRZSDdv0RVFLl+PXOuvprPe/cuNPHjFRREn2eeYezevVw0ebIUcxaiBql+yZ8s6sYbsc+bh2rWDAAtMRHbvfeiv/QS5OgqIoQQUHxCQrhOUckdY/gIBm7fgTF8RKH7uPq12ha7mwGLhnL/+meIz0zEx6s2zSOuoH3TUfx19QLe/yKaB/7Tafv464W2Zi+WstCOfodtcWdsm0ejpZ90DHuEYO/xGWbvn8CnvgsflftoGzdiXHQRtttvRzt2DADl4YE5fjz2HTtQd9wBBcy6EiVnzviANa1aYX79Va4kZk4hHn7UO5BOiIdfJUcnSkKSP6KqUJbFoeXLmX3llXzZrx8HCvljuXdICP0mTeK+ffvo99xz+ISU8o8fQogqr1ot+8qnTRvsv/yC8cQT6AsWAGDMnIm2ZQvm9OlQt66bAxRCVBWyFKyKiI9noG6AZRa6S3lfq6jEKLbp2xjz6xhWHljO3oQDAPjb/Hi+2wQ+PXMIm27DVFntaxMT6aPrjlkWQKiHH6fs8YR7BBR/MaXQTizG2PYcWtw/uTZZ9a/F7PoO+NQr82OpUqKiMJ55Bv2rr3INW1ddhfnaa9CypZsCq5mKSx4s7TWBqaunMuFWqf8jhMgvMSqK/2bNYuvnnxO7f3+h+/nUqkXPhx/mvNGj8QoMrMQIhRCVrVokf/ToXwlKOwI0z7/R3x/z3XdRPXqgv/ACWmYm+qZNaFddhfn226g+fSo9XiGEEIUooh4PgPbd99Q/fBjtu+9RQ4eU6tRJGUk8t+I53tv0HspDwT9Z50SjbXpT5g/9ioZ+EcxbPxW/PXEktwou8Dxb+kxk9+7dtG7dGoBanv74b48hqX1o7ljPrEX/7xn0M6tzjVu1+2J1fAFVu4b85T8tDf2tt9BffRUt+Wy9GdWmDebUqahLL3VjcNVXccmdkswckdklQoiczMxM9i9axNbPPmPfb7+hzML/0OIbHk6v8ePpds89eEonRiHOCdVi2ZfngSepm/QRWGkF76BpWLfeivndd6j6jmn1WnQ0xi23oL/9tvOvuUKIc1NJlhqJylFQPZ6c1NAhHGvc2Jn4qeXpT4M9adTyLPoH0yUHltB1Zlemb5qOQtHSryUP93yYHy/+mJMj/2FU4pU09IsAHDMm+p4KLnHHpK39JjPoRKizoDjx//Fw1z+wLe+fK/Gjgrtg7zsfs//SmpH4UQrtxx+xdeqE8dxzzsSPCg7GfPNN7Js3S+KnHFyRuJHkjxACIGbvXpY//TTTmzfn+yFD2LtwYaGJH7+6dRk0dSr37dlDr/HjJfEjxDmkWiR/AGwqDuPU3CL3UV26YF+wACtruYCmFMabb2LcdhvExFRClEKIylDqmjDx8QxMSYX4+IoJSJRLUa9nvsRLHrGpsdwx/w4GzxnM4fjDNAlqwsIRC9n+0HZevfhVBjccRLBXMQVzs4vrBhSzzCv1OMame7Et6U5Y5gbnsPJvib3XN9gHrUfVvax6F3SOj0f75Rf0hx7C1qEDthEj0A4dAkDpOuaYMdh37sS67z7w8HBvrOcYqfEjhMgpMy2NbT/9xFeDBjGjfXvWvf46ySdOFLp/7bZtufSttxi7ezc9HnwQD1/fSoxWiKrrk08+oXfv3jRq1IhGjRpx6aWX8vvvvwMQGxvLY489Rvfu3alXrx4dOnTg8ccfJz7P7xRHjx5l2LBhRERE0LJlS5599lnsdrs7Hk6RqsWyr2y2qI+w1xsFumfhO4WEYH7yCeqDD9CnTUOzLPSVKx3LwN57D9WtW+UFLISoEEXVhOm8ciL+dWP4ZOkj1PL0LzRpIKqGzisn4r8rhiRjRalfq3WR67hl3i0cSTiChsb93e9n8kWT8c8zS0hbsJC6kZFoCxaiBl8F5J4xYc74ALV2LWZhsyjsyQwMW41t0TtoZo5lTz4NMNs/62jdrlerb6dnZWaibdiAtnQp2h9/oG3ciFbAX4utgQMxX38dOnZ0Q5ACpMaPEMLhxLZt/DN3LtvnzSM9MbHIfT38/Gg3bBhd7riDiB49yt7UQIgaLCIigokTJ9K8eXOUUsyePZubb76ZP//8E6UUJ06c4Pnnn6dNmzYcPXqU8ePHc+LECb744gsATNNk+PDh1KlTh8WLF3PixAnGjBmDh4cHzz33nJsfXW7V4qdVM7g/tjPz0TJOoJ36EVW3mKUbuo51332orl0xHnwQ7cwZtOPHMYYPx5o0Ceumm6r3X2aFEIWKzkgirpU3RtZtUbVlv15mEa9V//79c923lMXr615n0p+TMJVJ85DmfH7N5/Ss37PA49Xgqzixa6cz8QP5l8sUuHxGmWiHvsb47zkG1YmCrJyIsgVitX0Cq+X9YHiX7IFWJcePoy1ahL5wIdqKFWiF/PKgDAPVqxfWuHGoa66R75tCCOEmafHxbP/lF/6ZM4eT27cXu3/9nj3pfMcdtB0yBK/iZrUKcY674oorct1/9tln+fTTT9m0aRO33HILX375pXNb06ZNeeaZZ7j33nux2+3YbDaWLVvG7t27mTdvHuHh4XTs2JGnnnqKSZMm8cQTT+DpWcTElUpWLZI/mXXuwHZmPgB65Ptk1L4etBKE3rMn9vnz8XzoIfQNG9AyMzGefhq1dSv2SZPAywtM0/FRmSrieqU9Z2U/ZlfJG7c7Hoc7YijD62tmHWNW19e6CEop5+MK9fAjYEcsie1CME3Tef9wS09CPfwwTRNDAShQZXg+yvL8FXdMRf8fctNr7jHyZrT4eAb6+6MPG0Hm7K8L3C/n6wegsj5nj+Xd3q9fP+f9E0knuHPBnSw7vAyA4e2G886l7xDoFVjwa1vIOQuV9d7xT/oLj2W3YsT/ezZOzcBsejf2tk+DV+1c56/SlELbsgV90SKMX39F//vvQne1WrfGGjjQ8dGvH2R3fqkutfMq4r1UFd7Pxf0/riL/Dyv9+055r1MVnssq8tqJQlTSz9e53js53u9HN2zg32+/ZfeiRdjT04s8h0+tWrS/6SY63XYbYe3a5Tt3uVTFn79Lu70irlnRx4siFfY9RynHT5YJCQm5Zrt5eXnh5eVV7DnnzZtHSkoK3bt3L3CfhIQEAgICsNkc+YiNGzfSrl07wsPDnftcfPHFPPLII+zatYtOnTqV/sFVkGqR/Dl4JoBGHt3wz/wbPf0IZ3Z8Qrz3oJKfYNIk6s6cSa2ffgLA9u23ZP7zD0cmTiStfXtsp05VUOQFsxczRbMsSvsYKiKGypD3cbrjcbgjhvK8vvv27XN1OG6XkZHB7t27AZgTNoIvD3/JrReNYPfu3c77My+6FYDdu3fT1jRBWWAp9hfR7rQgZXl9i3u98p7T1V+D3PX+bhsTA7pGv8QETEs5X6OtW7fSuXNn5345Xz9/5UHw7kTiWgU4x9q2beu8ndPaU2t5ZvMzxKTH4G1480SnJ7i20bUcP3Sc4xwvMKbs5zYzM7NEr71xZisRJ96kedKqXOPb4ppjO38a6V5N4FA0EF3sudxJS00l4K+/CFy5ksBVq/A4fbrA/TJDQkjq2ZPEXr1I6tWLzLp1z248ftzxUY1UxHupKryfs8/ZsmXLAv8fV7Xv6ZX1fae8z3VBz1tN+JlQuE5l/3y9b98+7Lt2cej33zn0228kHTtW9AGaRnivXjS+/nrq9u+P4elJDBBTwPfQ8qiKP3/nVRV+v8pL3t+VI+/3HE3TaNy4MR06dCAp6ezM8scff5wnnniiwHNs376dyy67jLS0NPz8/Jg1axZt2rTJt190dDSvv/46//vf/5xjp06dypX4AQgLCwPg5MmTZX5cFaFaJH8aN2nCqbSb8I93/LUywv4jtZvdDVop6lVPnUpG3754PPUUWloaPnv20HLSJDLWrCm+yKerRUS4/pylfQwVEUNlyPs43fE43BFDGV5f0zTZt28fLVq0wCikrXZ15enp6WzDDXDJJZfkup93u80wwNDBtGjevHnpLlaW17e41yvvOV39NchN72/n8wxgWs7XYM6cOQwbNsy5X87XZ3vrl5i8ajITR090bs/52gFkmpk8v/p5pq6fCkCHsA7MumYWbWrn/6acT9Zz6+HhUfRrn3kGW+Q7GPvnoKmzf0Gygrti7/gKkdst+nfqX/z13OnoUYxFi9AXLUJfsQItreAOmVbnzlhXXIF55ZWo887DR9fxAcIL3LuaqYj3UlV4P2eds9D/w1Xke3qlf98p73Nd0PNWE34mFK5TST9fZ6ans+aLL4j+/Xf2L1pUZIt2gIB69eg0dCgdhwwhqJDZCS5VFX/+zqsq/H6Vl7y/K1Rh33OUUmRkZLBt27Z8M38K07JlS1auXElCQgI///wzY8eOZcGCBbkSQAkJCQwfPpzWrVsXmkSq6qpF8kfXdVI8O2EFnI+euAk9dR+2uKWo2lcUf3BON9yAvU0bbPfcgxYZib53L55334355pugV2Ljs4r4gai056yuyYC8cbvjcbgjhnK8voZh1KjkT+eVE/GvF8vPa553Fgi++OKLc+0zYMCA3I9Zy/pHo/TPRVmeu+KOqej/Q+56vTXnP7mea03Tcj3veV+ffK9XDofjD3PLvFtYf2w9APd2u5fXLn4NHw+fksWUdd7evXsXfA1loh/7GD3yXTTz7F+HMmx1oMvLaE1uRtN0Lq6b/9AqQSm0tWvRp05FX7iw4F28vVEDB6KuvBLriiugYUOgGrX7LI2KeC9VhfdzaWNws0r7vlPeaxR0fGU/l1XstRN5VNDPDEop4g8f5uiqVRxds4Z9ixaRVMxMS93Dg1aXXELnYcNo2rcveva13PFeqwo/f5d2e0Vcs6KPFyWS93tO9rKvwMDAEhc59/T0pFmzZgB06dKFLVu2MGPGDN566y0AEhMTGTJkCP7+/nz11Vd45Oh4Gh4ezubNm3Od73TWjOs6deqU+XFVhGqR/Mlmr38fnrtuB8CInI691uWlL0DZrh32L7/Edu21aImJ6D//jGrRAuuBByogYiGEq5WkQHC+TmBBQSwzTQbKN+FKl919bd7Kic5kXd7Xp7DObT/t+ol7f72XuLQ4gryCmHHlDG5se2OZ4iiwoHPGKYzdD6InrHcOKZs/9lYT2KUuo1WjLhilmWFamSwLbf589GnT0Nevz7dZRURgXXkl6sorUQMHgrT0FUIIt1FKcWbnTo6uWeNM+CQcPVqiY2u1aEGX4cPpcP31+NWuXcGRCiEALMsiIyMDcMz4GTJkCJ6ennzzzTd4e+du9tG9e3emTZvG6dOnncu9li9fTkBAQL7Z7O5WrZI/VlBfLP9O6En/oiVvR4tdgQot+JeGIjVrhvnOOxh33IGmFMa0aai2bVGDSlFHSAhRbZhz57Bs4kQumjwZoqLcHc45pSTJurzS7Gk8tvQxZvw9A4AeET2Ydd0smgY3dVlcWtxqjD3j0DLPAKDQseoMx+rxKqZHGMrF9RJcJj0d7ZtvMKZNQ9uzJ9cm1bAh1m23YQ0eDF26SHcuIYRwE8tu5+S//3J01SqOrF7N0TVrSD1zpsTHe/j40HbwYLqMGEH9bt2kRbsQFWjy5MkMGjSIhg0bkpiYyPfff8/q1av54YcfSEhI4MYbbyQlJYUPP/yQxMREErNqOdWuXRvDMBg4cCCtW7dm9OjRTJo0iVOnTvHSSy9x1113FVtgurJVq+QPmobV4D70XfcCoEe+gxnSv0w/4KoBA7AmTMB4/XUAjHHjsM+bBy1auC5eIUSVkbdduKiadp3Zxc3zbua/U/8BMOGCCUzuNxkPw6OYI0tImehH3nYs88rqM6Y862K2fhcV2B2861bN7hzx8egzZ6K/+y5anqUBqn17zEceQQ0fDh4uep6EEEKUmD0tjah//+Xorl0cXb2ayHXryChDsd963bvT5YYbaDd4sLRoF6KSnDlzhjFjxnDy5EkCAwNp3749P/zwAwMGDGD16tVs2rQJgG7duuU6buvWrTRq1AjDMJgzZw6PPPIIl112Gb6+vowcOZKnnnrKHQ+nSNUr+QOo0EtQvq3RUnajJ27Bil+HCi5gOn8JWGPHoh04gP7DD2hJSdjuuceRAMpubSuEqDEKW1okymf58uUueW6VUsz6bxYPLn6QlMwUwnzD+Oyaz7i02aUuiDJLAcu8rJD+mC3fAI9Q113HlaKi0N99F33mTLSEhFybrH79sB55BHV5GZZACyGEKLP0pCSO/f03RzZs4OiGDUT98w9m1hKR0vCpVYuGvXvToHdvaN6c7lddhVHFugMJUdO9++67hW7r06cPsbGxxZ6jUaNGfPfdd64Mq0JUu+QPmo7Z4D5sex4EQI+cjlnG5A+ahvnxx2jbt6Pt2oV24ADGuHGYM2dKgS4hxDkhb/KmNMmczisn4r8rhsPmAmp5+rOtjDEkpifywOIH+GbbNwAMaDyAz6/9nHr+9cp4xvzyL/MysBpPwKp/b+k6R1aWXbsw3nwT7euv0XL8QqE0DXXttVgTJqB69HBjgEIIce5IiYnh6MaNjo8NGzixfXuxHbkKEtCgAY369KFh37407N2b2m3aoOk6pmmyu6ouNxZC1BjVL/kDqNpXoY68iZZ2ED1+LVbCZlTgeWU7mZ8f9pkzsV19NVpcHPqyZag338SaMMG1QQshXKKWpz/RGUnU8vR3dyg1wooVK3Ile/LeL0p2PR8j63ZZbDmxhZvn3cy+mH0YmsFz/Z7jsQsew9BdlIBXdvQj7xS+zKuK0davR3/9dfT583ONK09P1C23YD78MLRq5abohBDi3JAQGcnR1as5sngxRzdu5EyeGmslFdqyJY2yEj0N+/YlqHFjqd8jhHCbapn8QTMwG4zBtu8xIGv2T7vPyn6+hg0x33sP45Zb0CwLY/p0VLt2qCuvdFHAQghXye4YJcqvoE5cRTGGj4D4eAgKwpw7p1zXVkrx3qb3eGLZE2SYGTQMbMiX135J74a9y3XenLSTf2BseRAtda9zrEou87IstF9/dXTuWrMm1yYVFIR1771Y998Pdatqv3khhKi+lFLE7tvnKMyc9RF38GDpT6RphHfs6Ej29OlDw9698Zev20KIKqR6Jn8AFXY96ujbaOnH0GOXYyZtA/8OZT9f795YTz2F8eKLABgTJmBv1gzatHFVyEIIUaWUuhNXfDzohuNzOcSkxnD3wruZv8cxu+XqVlcz86qZhPq4KCGTtB9j62PoUWdnz1TJZV4ZGWhz5jg6d+3cmWuTql8f68EHse68U+rQCSGECynL4tR//3F0zRqOrFrF0dWrSS5DnR3dZqNep0406tGDhj160OC88/Bu27YCIhZCCNeotskfdA+s+qMxDjwLgBH5HmabD8p1SuvOO9G2b0f/6Se0lBRsd9+Nff58CA52QcBCCFG11PL0x397DEntC066dF450bnEzlUzrtYcXcOtP9/K0YSjeBqevDrwVcaeP9Y10+AzE9F3TkHf+w6adbZOjuXfGavZZFRAl/JfwxUSEtA/+QT9nXfQjh3LtUm1bevo3DViBHh6uilAIYSovpRSpJw5Q8LRowV+RO/eTVpcXKnPa/P2psF559Gwe3ca9uhB/a5d8fDxcf0DEEKIClJ9kz+AVWco+tF30DJPo0cvwkzZC74ty35CTcOcMgX27UP/7z+0o0cxHngA87PPwFatnyohhMhna7/JTPxjIpPHFJzYic5IwtD0MtfzyWvh3oUM/WEodstOi9AWfH3d13St27X8J1YW2uGvMP57Bi3txNlh73qYDR9FhV1XNWb7nDiBPn06+ocfouWZPWX17u3o3HXllaBXgViFEKKKykxJcSZy4vMmd44cISEyEntaWrmv4x0cTIPzznPM7OnenbodOmBIUl4IUY1V74yG7o1V/x6MQy8BYES+j9nqzfKd09sb88MP0a6+Gi06Gn3VKtSrr2I9/bQLAhZCVFeuamnubnkfR//+/SvluhkJxxj500jslp3rW1/Px4M/JsAroNzn1aL/Qv9nPHrMRueY0j2xWo3DavM4nE4s9zXKbc8eR+euWbNyde4CsK6+2tG564IL3BScEEJUHZZpknT8eK6ETvzRoyTmSPSkRkdXyLX96tZ1dOLq04dGffoQ1qED2okTxR8ohBDVRPVO/gBW3ZvQI99Hs8einf4ZGo4Dn8blO2lEBOYHH2DcdBOa3Y4xcyaqfXvUdde5ImQhRDVjDB+BbpoYMz4sd6Fjd8vbzSvnbWP4CAaaJsbwES59nBlJJ4nfMx9lZTK45WC+uu4rPAyP8p00NQrjv6fRD3+da9iKuAaz82vg3yxrxH3JH23jRvTXX0f7+Wc0pZzjysMDdfPNmOPHS105IcQ5QylFenw8CUeOOBI5kZGOmTrZCZ7ISBIiI8vUQr0sgps1o2Hv3s5uXCEtWkgnLiFEjVbtkz8YflgRd2IcmYqGhXHsA8wWr5T7tKpHD6yJEzGezaop9Pjj2Fu0gA5lLyothKim4uMZqBtgVc4PpG5TAY/TnhpD7O55KCuT/o37883135Qv8WOmoe95C33nq2hmsnNYBbbD7DINVediF0RdDkqh/fabo3PXypW5NwUGYt19N9YDD0BEhJsCFEII17NMk5RTp0g4dozEY8dIjIoiMTLS8TnHWGZycvEncxFN1wmoX5/Ahg0dHw0aENioEUENG1KnSxcCGzSotFiEEKIqqP7JH8Cqdwv6sQ/RzES0Uz9AwwfBq/w/WFujRjkKQM+Zg5aeju2ee7D/8gvUru2CqIUQomorriB0PkFBEB/PMn9/BhoGh+IOEbdrHsqehs0vnB+G/IC3zbtswSiFFvUzxtbH0ZLPtuBVHiFYHSZhNbsbdDd+S8vMRJs719G5a/v2XJtUvXpYDzyAdffdjudICCGqEXtaWv6ETlQUCZGRJEVFkXDsGEnHj1fajJ1sPqGhuZI6eRM8/vXqoUvNTiGEcKoZXxFtQVj1/ocROR1NZaIf+wir2aTyn1fTMCdPhj170P/+Gy0qCmPsWMyvvwaPci5ZEEJUayWpAbR27VouvPDCcp3DlUq7rCtfQeigIJaZJgMNAzibHDrc0pNanv7Ocy6bOJHWj47hylkDsTKTsfmEEtzqmrLX+InfhvHPBPRTy5xDCh2r+b1Y7Z8Dr1plO68rJCWhf/op+ttvox09mmuTatXK0bnrppvAy8tNAQohRMGUUqTFxeWamZMzuZN9u6Jq7BTF8PJyztgJatiQgAYNCMqZ4GnYEE9//0qPSwghqrOakfwBrIg70KM+QbNS0U/OxmpwH3iGlf/EXl6YM2agDR6MduoU+oYNqBdfxJrsmrbHQojqp7gaQMboMZCYiObni/HlLMwZHxR4nrz1dypcOZd1mXPnsGziRC7K+vpXWLew8/ucz1VzrmJf7D50z0BC21wPHmVoh5t8CH3X6+gHPkHDcg5b4QMwu0yFoI5lehwuceoU+nvvoc+YgRYbm2uT1bOno4jz1VdL5y4hRIVTlkVGUhIZiYmkJyY6b2d/pGfdT4uJcSzLiooi6dgxEo4dw56a6paY/evVcyZxcs7ayU7w+IaFSf0dIYRwsRqT/MEjFKvuzRhRH6NZ6ehRH2M1edI15w4Px5wxA2PECLSMDIwvvnAUgB42zDXnF0JUL8UlURITQdfpk5oGllXwPlVRnpk9ZZGckczU41P579R/1PGrQ2bzSzE8/TFVKZ6HxN0YO19DO/INmjr7HCu/ppidX0VFXAvu+qVg/370N99E//JLtDythK0rr8R69FHUhRe6Lz4hRJWnlMKeluZIyqSkOJI0hSVvkpIcYznu503qVGYdneLoNhv+EREEREQQUL++46OA2zaZDSmEEJWu5iR/ACvibvTjX6KpDPTjX2HVHw0eIS45t+rWDfPFF7E99hgAxjPPYLZogerWzSXnF0JUPXHp8fywZRHfdN7MNt8kALQ366JdkIgGaAq0txqgaRpBXkFMumgSQ9oOKdG5cy3BevONCnwUJWfOnYO1fDlmGWcjZZgZDP9xOOsi1xHsHczCkQu5ZdcPJa8bFLcVY+eraJE/oJGjO5bNH6vNY1itxoFRxppB5aRt3ow+dSraTz+h5UjoKZsNNXKko3NX+/ZuiU0IUfHMzEwykpMdyZiszxnJybnHco4XNJac7EjkpKRUen0cV/Dw83MUUG7QwJHEiYggIPt21me/8HA0mfEohBBVUo1K/uBVB6vOcIwTs9CsZPRT32HVv8dlp1fDhmFu347xxReOGUCjR2NfsADCw112DSFE/lo45amNcyD2AM+ueBabbqOuf13qmD7U8Qmjjk9t6viEUdcnjFpeIWSYGUSmnOBY8nEOJx/jt8jlzD/yO+lWBuSs0ZsaAzlLfqWcAuBk8klu+ukmtpzYwksoip07U0U7iJX1eTYtk//9/D+WHFiCr4cvvwz7hU7hndga3qnApWE5adEb0HdOQT++MNe48gjBankfVsv7wbOERaddSSm0JUscnbuWL8+9yd//bOcu6RgjRLWglCI9IYGU2FhSY2JI2bKF1OhoUs6cIfXMGVKio0mNjCQlLs4xuyY52ZnoMTMy3B1+hfINC8s/S6d+fQLr13fM5KlfH6/AQFmKJYQQ1VjNSv4AVsTtGCdmAaDFLAUXJn8ArGeeQdu5E33DBrRTpzDuvRdzzhwp5imEC+WthVPW2jjRKdEMnjuYfTH7itzP0AxMVXASpn1Ye0Z1HMW+3/bx0P0PoVDo99yD0g2UZWKf8T4Kxdf/fc2bf73J6+te59+uIXy9vQ0h9upfGL5///7FbldKMXbRWH7Y9QMeugffD/meXg16FX1iewpa1M/oBz5DP70i1yblFY7VahxW83vBo4xFosvDbif411/xvPVW9H//zR1bnTpY99+Pdc89EOKamaVCiNJTSpGZkuJI4mQnc2JjSYmJIbWIz5bd7u7QK5zh5YVnQABeAQF4+vvjGRDguB8YeHbGTo4Ej3+9erIMSwghzgE1LvmDTzOUdzO0tANoCZvBHg82F7bW9fDAfP99tGuuQYuKQt+yBZ57DvOVV6TGgxBVSLo9nWE/DGNfzD4aBTZizPljOJV8ihOnD3Iy9TQnUk9zKvUMZ9JjnIkfH8ObBn4RNPSrR6fQttzU7Ho6dxiEpmlMXDSRNrXbAGCk+EPWrB0z3FF0uNPFnehStwujF45mce1YenXfwo//tqd9YhkKHVchxSXd+vfvz5PLnuSzrZ+hazqzrpvFoKaDCt5ZKbTo9eiHvkQ7+h2aPSH3Zp8GWK0fwWp6O9h8XfUQSs6y0ObMwXPSJBofOJA7thYtMMePR40aBd7uWXomRE1mT093zL7JnoFTgs/2PHW3qivNMByJmjzJGk9//wLH8yZ1cu0XEIAhHWmFEEIUoOYlfwArpD/G8QNomGhxq1C1B7v2ArVrY//oI2w33oiWno4+dy6qQwesW25x7XWEOAd1XjkR/7oxzFs5ka39ytZVTynF6F9Hs+roKgK9Apk3bB4dwjs4NkZFAWfbsGdamZxKjcbb8CLUKzj/lPYSJnWXL1/OyAEjaVOrDUPf68c+3zQuPP8fPtvekmsLOsAFxZVLrQKu+dq613jjL0fNohlXzuCGNjfk2+eyvu3Qd77iSPok5Z+FpfxbYLaegGoyCnRPl8VWYkqh/fknxmuvoe3YkWuTdf75js5d114LlflaCVGN2dPSSImLcyypyl5WFRNDatbnnPezEzkZSUnuDrtUPP38HB/+/s7bXjluZ4975dynoLGWLbF5e8tyKiGEEBWuRiZ/VOhAOP4pAHrMMkxXJ38AOnTAfPVVbOPGOa4zeTKqVStUz56uv5YQ55DojCTiWnljZpT9F4GXVr/E19u+xtAMZl8/+2ziJ4fs5I+H7kF9v7qlu0CeJErnlRPx3xXDYXMBtTz92fBXF0Z22sXy0HiGdt7Fk39PY2LXh9G1s0Uwc7VNz0pIVYSc9ZLytmovD0tZvLr2VSb+ORGA1y5+jds633Z2h+xlXYdm0S/2D7RYlet4ZfNHNRiC1eRWVO3ebps5qW3Zgv7qq+jr1+caT+zRA68XXkDr319mdYpzWmZqKqnZM27yJnCio50JnuzaOcmnT2O6qX14adi8vPAND8enVi18a9c++9nTE5+QELwDAopM7risqLFP9Z4dKoQQovqomcmfwO4o3RfNSkGL+xOUBZrrOw+o665zFICeORPNbscYOxb7/PkQEeHyawlxrirtTKAfd/3I86ueB2D65dO5pNkl+fYxRo+ht2VijB6DOeODUseUN4mSnbAysm6HZXrw2z+deKzFAd5udIwp/77L1pgdfNHvTYI8A53nKa6ejivkrZfkimvGpsZyx4I7WLjXUaD5yd5PMq7nuGKXdQFY4QOwmtyCqn892PzKHUuZ7duHMXUq+m+/5RpWXbuS+cILHGjQgNatW2NI4kfUIJkpKWcLHOdI2jhvFzAzJzMlxd1hF0v38MA3JASf0NACP/uGhuKT57OHj0/BP69VYDJeCCGEcKcamfxB90IF90GLWYKWGY2W9C8qoEuFXMp6/HG0XbvQV61Ci452FID+7jupCSGEG6TZ03hs6WMAjOsxjju73lnwjomJ9NF1yNGy29VsSuONvc3pmuDHvZ0O8WvkH3T77jIWXDWLtvXqQfx/DGxnwcllEBeTNbsk60PTz96GXPeV8zb5982+nZCQdT6dUM8YSNrv3D6gdxdQqsyzWU5oJ+j1WS8Oxh3Ey/Dincve4fYut6OdXIa+bSJ6zF/5jlF+zbCa3ILV+Gbwa1Km67rM8eMYb7+N9u23uVu2N2mCOWEC6q67sJSC3bvdGKQQRbNMk/TERFLj4kiLiyP1v/9Ii4nJPzMn59Kq6Gjs1WBGDprmmIVTqxY+tWvjW6sWvmFhue771K7tmKVjmviGhODp7y/LpoQQQohi1MzkD2CFDESPWQKAFruswpI/2GyY777rKAB95Aj6f//Bk09ivvGGLBUQwgW29ptcbKvwbB/+/SFHEo5QP6A+ky8q/9KmopR0Bs0tx8Np/cRUhi67l6Mpx5mw9Gq+OdSE2sk7KzS+bBNaAYs+zDWmNA/wCgPvMFRAK6zwgag6A8GvaZHn+nzr53zp8SVmnEmToCbMvXEu3Wxp6Csuzd+xq4os63KKi0P/4AP0zz9HS093DquwMKyHHsIaPhw8PEDXwSy485sQrmZmZJAaH09afLwjkRMf70jmxMU5xuPiSE1PJ+348bP34+JIS0hwJHGrOk3DJzT0bDIne2lVaCg+WUutfEJDcyV3vIOD0UtaX0tm6QghhBAlVmOTPyqkv/O2FrsCGo2vuIsFBzsKQN9wA1pKCvpPP6Hat8e6666Ku6YQIpf4tHimrJkCwHN9n8PHo2LrKJSm9fx5tTsxIKIHo1IWcalfKlRS4qcwmsqEtChIi0KL24p+9DsAlF9TVPhArDoDUOEDHAkiIDUzlYeWPMTnWz8HDa5scSWz+o0neO8k9BOLcp1bBbbDbP0IqsEN7l3WlS01Ff2zz9BnzEBLOLsMTQUEYI0ejXX77eDrhs5iosZQSmFPTSU1Joa02FhS9+51JGlyJnKyEjvOmTpZ2zKSk90dfolpuu5M1vjUru1YQpU9EycrceMVHMzp5GTadOuGX1hY6RI5QgghhCAjI4PDhw/TtGlTbDbXpmtqbPIHr7oov3ZoyTvQk/7FzDgFnuEVd702bTCnTcM2ZgwA+ssvo9q0QfXpU3HXFKIGquXpj//2GJLah5bquKnrpxKTGkObWm24pVMV6rwXlIqx+36+1BZAjlzIrgzY6d2Gq1teg5acBEqxYcNf9OjRPesv+gqwctzO+ihgm5Y1fvLUSeqE184qIKr4/vhGHL92Ka6v0xWUCZnxaOmnIO00pJ9CU3ZnTFryQbSDn6Af/MRxVFAnYgO78Pae5fx3+ih+usbrve7nHs9jGKtyt3NX/i0w2z+LajgMtCrwy57djvb55xiTJ6OdPOkcVp6eWP/7H9bYsRAS4sYARVWklCL5zBmSTp50JG00jbSDB3PPuslK3uS8beaYTVYdaIaRazZOvpk5ecdr18Y7KKjYIsemaWLt3k1oy5YYkvQRQgghSiwlJYXHH3+c2bNnA7Bp0yaaNGnCY489Rr169Xj44YfLfY2am/zBsfTLSHa07dViV6DqDKvQ66krrsC8/36M6dPRLAvj/vux//ILNGpUodcVoibZ2m8yy83lDOhX8pk1x5OO886GdwB4of8L2PTK/dKWnbA63NKTWp7+jkG/NLTzj0DrE2hncsSq/NhbdwiXrf2aNGsXY/0H8maHR7GNGUumVRtt2ZEyFaEG+PznqUyYMMFZxPSBpY9gaDqmsrim17T8B1h2tNi/0U79gXZyGVr0OjQrw7lZi/+X0Ph/mewDkxs5Uk6cnu5INmVRPg0w2z2DanIL6B5litullEL78UeM555D27v37LCuo268EXPcOKhf333xCbdSlkXymTPER0YSFxlJfM6PY8eIj4zEXs0SOYanp2MJVUgI3qGhZ2viFDAzxyc0FN/atfEKDHRdtyohhBBClNvzzz/Ptm3bmD9/PkOHDnWO9+/fn1deeUWSP8VRIQMgcjoAeuwKzApO/gBY48ej7diBvmwZWlwctnvuwf7jj7KsQIhSKM2SKoAXV71Iqj2VXvV7cU2rayooqsI5E1YDBkD6abQLv4AOx9FsZ5MkMcqbj+nMXNWa9f1m8kntS7l53s28v/l96hPAE3mKUG+J3kZUykn61Omeq0NYaRQ7i0q3oWr1QNXqQVLzB1h9cAmH932NV/RqummxdPUCPUepnlxJH69wrLaPYzW7G4yqUeBeW74c/emn0TdtyjVuXXop5qOPQsuWbopMVBZlWSSdPu1M6MQVkNwxMzKKP5EbePr74xMUhHdwMD7BwY7PQUH4NGiAt2E472dvz97Hw9tbuowKIYQQ1dzChQv59NNP6d69e64mBm3atOHQoUMuuUbNTv4EdEHZQtDssWhxq8DKrPi/TOs65ltvoV13HdqBA2i7dmE8+ijm9OnuL3gqRA20J3oPn/7zKQAvD3jZbR1fBvQ5D337ZPQ9b6N1SXKOq3QDq+U4rjh0kgzNCxNHcmdou6EcTzrOhKUTeHrzq9Sv14pbTtblr8BEJi25lSVRKwGwaTYuCO/GZfX7c2n9i+gc2q7Ej7G4Ytk7Tu9g/t75LD2wlLWRa8m0Mp3bdE3nkvrd+F/DjtxQrxUeibsgfjuamYLVaCRWy/urRk0fgC1bMJ55Bv3333MNW337Yo0bhzrvPDcFJlzNMk2Sjh8n/vBh4g8dIv7IEeIPHybu8GHiDx8m4cgR9yZ3NA3vwMBcyZt8yZzs28HBeGffDwrC8Cjk55OICClsLIQQQtRw0dHRhIWF5RtPdmF9wBqd/EEzUCEXoZ2eh2YmoiVsRAVfWPHXDQx0FIC+7jq0pCT0hQtR7dph3XdfxV9biBqoqM5az/35HKYyubLFlfRpVPYaW2vXruXCC8vw9UEp9AMz0bc9h5YRc3bYrsN/Eai/62N9+gCphyaTtwLGgz0e5FjiMd78603uareXLyNOsSw0DqIcSZ/G/vXZn3iYVSc3sOrkBp75+zXq+YRzaf2LuKxBfwbV60OwV1CR4RX03CWkJ/Dciuf4YPMHqByzeZoENeGSZpcwqOkgBjQZQLB3sHNblex/tW8fxsSJ6N99l2tYdeyI+eKLqMsvh+PH3RScKAvLNEk8dsyR3MnxEZeV2Ik/cgQrM7P4E5WTZhj4hIQ4lkv5+xedyGnZ0nE/NBSvoCD0HDWmhBBCCCFKokuXLixZsoR77rkHwPnH3lmzZtGjRw+XXKNmJ38AK2QA+ul5QFbdn8pI/gC0aIH51lsYd9+NphT61Kmodu1QpVzOIoQofBnYxqiN/LjrRzQ0Xuj/QrmuUabkT2oUxsZ70E8ucQ4pzQa7IlDr6rBaC6GPZ9FFT6cMnELUqf3MPfgLy0LjMCwY1WooT3Z+gGYBjTiYeJTFx1bwW+QKVpxYy/HUU3yx7zu+2PcdhmbQK6wbl9a/iMsb9Mcif+vnvM/dz7t/ZtyScRxLPAbA5c0v58oWVzKo6SCahzR328ypUjlxAv3ll9E//hjNfrZgtWrSBHPiRNTIkY6W7aLKsex2EiIjHTN2Dh06m+DJmsGTcPQoVo7XtKLoHh4E1a9PUIMGBDdoQFCDBs77QQ0a4B8e7uhSVZJZN7LkSgghhBDl9OyzzzJs2DB27dqF3W5nxowZ7N69mw0bNrBgwQKXXKPGJ39U8EUodDQs9NhlWE2fqrxrDxqENX48xrRpaEphPPgg9p9/lh8Uhchj+fLlpa7zo5TiqWWO9/OojqPoGN6xzNc3Ro+ht2VijB7jLLZcXDJIi/wBY/N9uWb7WI1GYrZ/Di70gTtgzdSpXDBhQpHX1jWdj/u8TvDKDZg6TDhUn2Z3vO7c3jSgIaPb3MLoNreQbqaz+uRGZzJoV/w+1pzayJpTG5m4ZSoetb144euvwMOTDkGN8DK88DQ8HZ9tnsSlxrHq6CoAmoc0Z/rl07m46cVlft4qXXw8+rRp6O+8g5aS4hxWYWFYTz2Fdddd4OXlxgCFmZlJYmSkcxlWzqVZ8YcPkxAZiTIrfh6Z4emZL6HjTPI0aIB/WJgUPBZCCCFElXHBBRewcuVK3nrrLdq1a8fy5cvp1KkTixcvpn379i65Ro1P/uARjArohpa4CS11H6QdBe+GlXZ567770LZvR//tN7TEREcB6PXrIbBsBVyFqGk6r5yI/64YkowVbO1XcG2agiw5sIQ/j/yJl+HFxH4TyxdEnmLLUETyJzMeY8s49MNfO4eUdz3M7jNRdS91DCTknykQ4uGH3544klsF59vmZXjx/q4WjtkqllXoEisvw4uLI/pwcUQfXuv+DIeTIlkcuYLfjq3g18gVZKp0yEyHTNiccrrAc9h0G+N7jefp3k/j4+FT6FNSpaSloc+Ygf7qq2jR0c5h5e+P9fDDWOPGQUCA++I7h5gZGSQcPXo2uZPnI/HYMVSO91FFsXl7E9S4cb6PYD8/gho0wK92bUnuCCGEEKJaadq0KW+//XaFnb/mJ3/I6vqV6Oj+oscux6p3a+VdXNcxp051FH/eswdt3z6M227D/P57WZYgBBCdkURcK2/MjKTid85iKYunlz8NwJjzxtAoqFFFhefUv39/tFN/Ymy8Ey3lyNlYGtyI2W06eNUq8vilvSYwdfVUJtxa9EygnIqbfdTYvwH3tBnFPW1G0XXlc2RmxGEpO2f8Pfis021kmBmkm+lkmBlkmBnYLTsXNb6ItrXbljgGtzJNtK+/xnj+ebQjZ59z5eGBde+9WE88AeHhbgyw5rGnpztq62QtxYrLszQr8dgxUPmXF7qah68vgY0aEdykydnkTqNGBGXd9wsPL3iJohRGFkIIIUQ1tGTJEgzD4OKLc8/K/+OPP7Asi0suuaTc1zgnkj9W6ACMI45lFFrsMqjM5A+Avz/2mTOxXX01WkIC+oIFqBdfxHruucqNQ4gaYs72Ofx76l8CvQJ5/MLHK/6CZjoXh/6G/udbznbnyhaI2e1tVKObKqST36D1U/HbF0eyvpalvYpPGOmaga+3o0NAQpAvV7W8yuUxVRql0BYswHj2WbQdO84Oaxpq5EjMiROhaVM3Blh92dPSci3Dij90yFlMOe7wYZIqKXni4efnmKmTndxp1MjxOeu+b+3a1aP+lBBCCCGEC0yePJmJE/OvZlBKMXnyZEn+lJhvW5RnXbSME2jx68BMBaOSlzs0boz57rsYt9+OZlkYL76I6tQJdd11lRuHEBWsLPV7SiPdns6kPycBMKHXBGr5Fj3jpiwGrZ+KX3gcv62fytKBt2HbcBta/DbndivsIswen4Bvxc04is1MJqGZF2am69o7VgfamjXoTz2Fvm5drnHriiswX3gBOnVyU2TVQ2ZqaoHLsbI7ZiWfOFEpcXj6+xPUpAnBjRsT2Lgxwdmzd7KSOz6hoZLcEUIIIYTIcuDAAdq0aZNvvFWrVhw8eNAl16gWyZ//rXyIMDOYac0nle0EmoYKGYB2cjaalY4Wvw4VOtClMZaEuugirMcfx5gyBQDjjjuwt2wJLirgJERVsGLFilIlf2p5+uO/PYak9qEl2n/mlpkcij9EPf96PND9gbKGWaTYzGSSmnlwc+Z6bH98hGZlAKB0T6yOL2K1fBC04pdt5l2yVaZW8ueK//7DePZZ9F9/zTVs9eqF9dJLqL593RRY1ZKRnJy7Q1aOZVlxhw+TcupUpcThFRh4djlWVpInZ+0d75AQSe4IIYQQQpRQYGAghw4dolGj3H9cPnDgAL6+vi65RrVI/vwWtYJ6trByncMKGYB+cjbgWPrljuQPgHXPPWgHDqDPnYuWlIRt6FDsa9ZASIhb4hHCHXLODtrabzIT/5jI5DHFF3s+lniMySsd+z3T5xn8PP0qJL4IEnmJ1Zynn4Cs2rUqqCP2np9DUMm7irk6+VOmdvRV3aFDGJMno33zDVqOWjKqbVvMF15AXX11hSyrq6oykpKIO3TIuQwrb8eslNMFF/J2Ne/g4FzJneylWcFZ972DgyslDiGEEEKIc8EVV1zBk08+yVdffUXTrPIGBw4c4JlnnuGKK65wyTWqRfJHQ2NPygGOp5yiQUC9Mp1DBfdGaZ5oKsNR9Fkp9/xCoWmYH36ItmsX2tatjgLQt96KOW8eGEblxyOEG5R2dhA41ruO+XUM8enxnF/vfG7vcnsFRKbQTv3A99rP+GuZ2SNYrcdjtZ8EhvvaiBujx6BZJsaXs5zt6Ku1HTswpk1Dmz0bzW53DquGDTGfew41alSN/JqYnpCQa6ZO3qVZqTm6mVUkn9DQgrtlZS3T8g4KqpQ4hBBCCCGEo+bP0KFD6dGjBxEREQBERUVxwQUX8MILL7jkGtUi+XPV7jpsTUngV5/PuKb9NfgEB+MdHIynn1/Jp5Ubfqignmhxq9DSj0HqXvBtVbGBF8bXF/v332O74AK0M2fQFy9GPfss1ssvuyceIaqBz7d+zm/7f8PL8OLjwR9j01385cs7E63vHmx7H8E/68vKMeVPnQE/o8KqwJKjAtrRV0famjXor7+eb3mXCg3FevxxrDFjwNvbTdGVX1p8vHMplrOQco6lWWmxsZUSh0/t2o5ETt6OWVkfXgEBlRKHEEIIIYQoXlBQEIsXL2b58uVs27YNb29v2rdvT+/evV12jWqR/On44wlaJ8KZ7z7iUz5yjuseHvgEBeEdHIxP1od3UJDjdkjI2dtZySLf9C74p6zCywf0mGVY7kr+gKMA9OzZGJdfjmaaGFOnorp0QQ0b5r6YhKgEnVdOxL9uDPNWTmRrv+KXegEcjj/MhKWOjleTLppEu7B2rg2qYSzawL1ofhnOoV9US6aoHqysComf6s6y0BYsQJ82LV8hZxUSgjVmDNbDD0MVn22ilCItLi7XMqy8HbPS4uIqJRbf8HBnh6zgPEuzgho3xtPfv1LiEEIIIYQQrqFpGgMHDmTgwIopUVMtkj+FsTIzST5zhuQzZ0p1nKaDT8BUvGt9i094OD6+vo4EUlCQI2mUfTsraZT92Tsw0KUFLNVFF2FNnYrx8MMAGHffjb1VK+jSxWXXEKIqyFnjJzojibhW3pgZSc7t/fv3L/RYS1ncu/BeEjMSuaDBBYzrMc51gdlM9P3Pol+93TmkbCE8ktGF5VozTKr3LBu3S09Hmz3bsbxr9+5cm1TDhlgPPYR1xx1QRRIVSilSo6OJPXiQqHXriP/tNxKPHs2V7ElPSKiUWPzq1Mm3FCu7qHJgo0Z4+lVMvSshhBBCCFE5PvzwQ/73v//h7e3Nhx9+WOS+9957b7mvV62TP2WlLEiJt5MSfwAOHCjxcR4+PgQ3akRI48aENG589naTJgRFRKDbSv90WmPHom3Zgv7ll2ipqY4C0OvWQe3apT6XEO5mDB/BQNPEGD4Cc+4c53hxNX6K2jbz75ksO7QMH5sPHw/+GEN3UR2Y8AS0AbvRT5ydiaIOh2Afspilf31Adag2U2ULQCckoH/8Mfo776BFReXapNq3x3zkEdTw4eDhUalhKaVIjY0lPjKSuMhI4iMjiT92zPE56yMjOblSYvGvV+/sMqxGjXJ1zAps1AgPH59KiUMIIYQQQrjH+++/z9ChQ/H29ub9998vdD9N086d5E/dTp3YtXczKikNvzQNLFX8QRUgMzWV07t3czrPX7ABdJuNoPr1HQmhJk0cSaGszighRf0gr2mY06fDzp3oGzeiHT6McdNNmL/+CmVIJgnhVvHxDNQNsEzAscQrOiOJxnUzSrXMK9uB2AM8sewJAF4a8BItQ1uWP0Zlh/OPoJ1/xNmtXWXqqHXNYFsduCm8/NeoBIPWT8VvXxzJ+lqW9prg7nAcjh9Hnz4d/aOP0OLjc22y+vbFmjABdfnlFVZsXylFyunTjno72R2zduzIldzJTE2tkGvnomkEREQ4l2DlbIce2KgRQY0aYavGdY2EEEIIIUT5bd26tcDbFaVaZBdGzJrFy6ve4MWD07moTg8W9PmY1Lg4UuPiSMv6nBoXR1p8vON2bOzZ2zn2sXJ0lHE1y24n9vBhYg8f5uCqVfm2+9epczYh1KEDIc2bOz6aNcMnNBTz22/RevVCO3kSfcUK1OOPY02bVmHxClEZojOSMDSdyDzLvErCUhZ3L7ib5Mxk+jXqx9jzx5Y/ICsTY/f96D2OnB3y7wxfBbE63ps+AW6c7xMQwGrLpE8JZzbFZiaT0MwLM9MxUyXEww+/PXFENvWglmclL6PaswfjzTfRZs1CyzhbN0lpGuqaaxxJn549y30ZpRTJJ0/m6o6Vtx26vbKSO/Xrn623k11zJyvZE9iwITYv93WGE0IIIYQQ1UdmZiY9evRgzpw5tG7dusKuUy2SPwAXBp8HwNrTf5PprRPcsCHBDRuW+HilFJkpKaTGnCRj1ZWkJaaRmhZAUvOXSTt8hNT4eEfSKC7OcTtH0sjM8ctMWSWdPEnSyZMc3bABvv8+1zbv4GBHIqh9e0JPnybUsgh9910CGjXC/4EH0HS93NcXorp5b+N7rDq6Cj8PPz666iN0rZzvAysTY/1N6NG/AY7ln2pTI8xxP8DrNtZMncoFE9w3g8ac8UG5YljaawJrraxlYFntISuatnEj+uuvo/38M5o6OyNTeXqiRo3CfPhhKME3MMs0STlzhpRTp0g+dcr5Ofsj6fhx50wee1paRT4kADRdx7tOHWo3b05wkyb5OmYFNmiA4elZ4XEIIYQQQoiaz8PDg/T09Aq/TrVJ/jTyqU9T/0YcTDrCihPrGNxwUKmO1zQNTz8/PP2aYXTthx6zBEjEfnE3VNrVhR6nlMKelkZKdDRxkZHEHTlC7KFDjlk+WbfTExPL9djS4uI4vnkzx/NuePRRbE8/TXD2LKHmzQlu1oyQZs0Iad6coMaNMSq5ZoYQOWUv66rl6V/iJV21PP3x3x5DUvvQQvfZE72HZ1Y8A8CrF79Ks5Bm5QvUysBYfzP6sZ8BUHYd9Vs7OBIMWtX8Mpg9kye5VXCJj6mU+j9KoS1ejD51KvrKlbk3BQZi3X031gMPkBkSQvLJk6Rs3EjyyZMknz7tuJ/1Oef9lDNnQFXecl7NMAisV4+gBg0Iql+foAYNCG7QwHG/Wzd869Vj34EDtG7dGsOoDtWfhBBCCCFEdXbnnXfy9ttv884772CroPIvVfO3nkIMiujDzD3fsPTYqlInf3KyQgZkJX9AO74IFXJXoftqmoaHj4/jl4IGDWjcq1eu7UopUuPiiMta8pWdEIo9coS4w4dJOnWqzHEC2DMyOLNzJ2d27swfm2EQ1KiRIyFUt65zWVlI1lIET1/fcl1biOJkL+uKLsWSrq39JrPcXM6AfgUXeTYtk7sW3EWqPZVBTQdxd9e7yxdk3sSP7oX6tQVEhUIV7ua1tNcEpq6eyoRbq0Y9H5WRQfpnn5H69tuk7NtHMpAMJAHJvr4kN2lCkp8fKfPmkfzhh2QklW6ZnyvpNpuztk5QWJgzuRNYvz7BDRoQULdu4QX6IyIwTbNyAxZCCCGEEOe0LVu2sHLlSpYvX067du3wzfO7/KxZs8p9jeqV/KnXl5l7vmFJ1Mridy6CCjn7S6d2fBEUkfwpjqZp+IaE4BsSQkQBLdozUlIcs4UOH3Z+jj1xgtgDB4g/fBhVjl8ylGkSd/AgcQcPcqiA7X5hYWcTQllFqLM7lPnUq+fStvVCABAUxDLTZGAxsyWK6u715l9vsv7YegK9Avnwqg/L9/80X+LHG7PtTPTpH8I5sJoye+aiPS0NMy2NzNRUx+309LO3s8bNtDTs6emkxcbmnqVz/Dgphw+TnJBQeKosJQV27Ki0x6V7eOQuppynY5Z/RAR69v/BPN3GhBBCCCGEqGqCgoK4+urCVyS5QrVK/vSvewGGZrAv4SAHE4/SNKDkNX9y8aqL8muLlrwTPXYzZsZp8AxzbbBZPH19CW/ThvA2bc4OZtXjMDMzSThyhNj9+4k9cIDYAweI27+fmP37iTtwoNy1LZJPnyb59GkiN23Kt80rKIiQZs3OLiNr0cLxuVkzAurXlzpDokzMuXNYNnEiF012LAGr5env6Pa1N6PIZV7ZdpzewaSVkwCYOmgqDQPL+B4HR+Jn3U3oUb8AWYmfPj+hzLbAh2U/r4soyyIjOZmMhATS9+8nPTER68gRdi1aRHpiIulJSZibNvHntGmOJM3+/diVwm6aZI4ezYXHt2HLNNEz7HzitcGR5ElPd3xkZDiTPNWNT61a+IWH4xsejl/2R506uZI7fnXrnk3uCCGEEEIIUU1ZlsU777zDvn37yMzMpG/fvjzxxBP4FNYtvByqVfIn0DOAXmHdWHNqI0ujVnJ365vLfC4rZCBGsmMplRa7AlVnqKvCLDHDw8NZyycvpRRJq1eTcN11xCYmEgvENG1KTK1axO7fT1psbLmunR4fz4ktWzixZUv+uLy8CG7a1FlbKLhZM0KzPgc3aSKFTs9xy5cvd87cKah+T//+/Z23s+sATVw1kcljiq4JZLfs3LngTjLMDK5ofgX/6/S/sgdZWOKnzsXlnglimSYZSUmOpE1CAumJiWQkJJAWH09GYqJj7NgxMpKSSM/6yMhK5qQnJTn2T0521AoroM7Nj7/8kuv+mvXr8wfx22/Uy3H3JKfL9ZgqkuHpmTuREx6Ob1gYfnXq4Jf12TcszDle6HIsIYQQQgghaphp06bxyiuv0L9/f7y9vfnoo4+Ijo5m+vTpLr9Wtfsp+5L6/VhzaiNLjpUv+aNCBkLkewDoscsx3ZD8KYqmaQT07UvgL7/Q+PLL0dLT4eBBzP/9D+upp0iNjSXuwAHHrKH9+4ndts25tCzxxIlyXdtMTyd61y6id+3KH5eu4xsWhqe/P57+/nj4++MVEICHn59jLCDAUVg7IMC5j3Pc39+5Lfs4w8tLlp9VI8bwEeimiTHjQ8y5c9jabzIT/8id2ClqSVdRXlv7GpuPbybEO4QPrvyg7P8vrAyMdSPRo+YDeRI/WZRSpGVmkpKRQdLmzaTGxmLu2MH6Dz8kNTaWbjtX45mSiS01g8/f6Z0ryePOWjZVhVdgYK7ZOfmSOzluewUFyXtcCCGEEEKIAsyZM4epU6dy++23A7BixQqGDx/OO++8g+7i1TjVLvlzRYMBTNoyjV8jl3Eg8QjNAhqV6TwqoAvKFoxmj0OLWwVWJuhVr3OW6t0b85NPsI0aBYAxaRKqcWN8br4Zn/POo9555zl2zDGbITMt7WydocOHicn6HHvkCPGRkVh2e9njsSxHp56TJ8v1uLJphuFIHuVIDBWUNPLw83PsZ7fj5e+Ph6+vY/8mTfIdJzMHKlB8PAN1AyzXFsTdenIrL61+CYA3L32TiICStSpXSmFPTSUtNpbU2FjSYk6Tsf4Z0o9uJCURUpIMkv36kzJnBqnRL5Fy5gypp0+TGh2Nc87NjTc6z7ds2TIAmua4RhQ1r2aM7uGBzdsbm48PNpsNW1ISHgkJ2ABPwB/wtdnw7dED32uuwa9Nm1wzdGze3m5+BEIIIYQQQlR/kZGRXHLJJc77/fv3R9M0jh8/Tv369V16rWr3W3LXWh24NKIfS6JW8uzm1/i6fxmnQ2kGKvgitDM/o5mJaImbUEEXuDZYF1HDhmEeOYLx1FMAGPfcgxkRgSpkhoWHtzdhrVoR1qpVvm2W3U58VBRxSUnOOkOx+/Y56g0dOEBmSkqFPpa8lGmSFhdHWlycy85p8/bOnzTKm1DKOVOpgG0eORNPvr4yc6ECpdvTueeH2/GOy+T6Ov3pE9uQPfPnkxYbezapExfnuJ/9OcdtMyOjiLObwG+V9VDKxebtjVdAgOMj6/9jUloa4fXqYfP2xmP1GmyGgU3TMIYOweblxcq1a7n0iiuweXlheHnh4e3tuF2/Ph4+PhheXo5jfXwwvL0dCR9vb0e9nFOn0F97DX3GDLQcz6GqXRvr/vuxRo+G0OLrNAkhhBBCCFFdffLJJ3z66accPXoUgDZt2vDoo486EzJpaWk888wz/Pjjj2RkZDBw4ECmTp1KeHi48xxHjx7lkUceYfXq1fj5+TFixAgmTpxYopbtdrsd7zx/WPXw8MBejgkbhal2yR+Al85/gt9/WcV3hxYw7vRddA/rUqbzWKED0c84ugBpMcurbPIHwHrkETh8GOPDD9EyMzGGDcO+YgW0b1+q8+g2m6P7V0RErtkN4JhFkXzy5NmlZFkJoezbqdHRLns8FSm7u1HKaRfVQdG03EkjLy/H5+yPsDDHUrbClr4VkGyqaXWTlFJkpqTkS8xkfzZWrmTxuHEFJnCSYs5wbWb2TKIVfMUKdz6UUvP098czMNCRtAkMdNz28HAmcLKTOV5Zr71XQABeTZo47gcGOo5JTMTwKHrmoXHzKNB1sCzMceMAWJOcTNebbsq/c0QRM6fi49HfeAP9nXfQkpOdwyooCGv8eKwHHgB//7I8FUIIIYQQQlQrERERTJw4kebNm6OUYvbs2dx88838+eeftG3blqeeeoolS5bw+eefExgYyGOPPcYtt9zC4sWLATBNk+HDh1OnTh0WL17MiRMnGDNmDB4eHjz33HPFXl8pxdixY/Hy8nKOpaWlMX78+Fzt3s+5Vu/ZOoe2Y1TzG5i1/wee2PQySy+fW6aZGSq4HwodDQs9djlW06cqIFoX0TSsN99EO3oU/ddf0eLjsV17LfZVq6BeveKPL9ElNPzr1sW/bl0a9u6db3tafDxxBw6QGhNDRmKio+htcvLZ20lJZGYVtM1MTnaM5diW/VFQkdsqTSnH40hMdNkpDU9PZzKo2HpJ/v54miYevr7OJW+5lr75+eHp61vuDm3FJXBSY2NJ372bNNNOWmYmqX37khobi2dkJK9OnYqVmVnouW3A5jVrCtzm7jlVHj4++ISEkJiZSZM2bfAJCeGX1L3Y/b3J8LHxRL878cxK7HgFBua7XWDXqeKKSudNzpSzs1+JpKSgv/8++uuvo+UoGK98fLDuuw9rwgSZ6SOEEEIIIc4pV1xxRa77zz77LJ9++imbNm0iIiKCr776ipkzZ9KvXz8Apk+fTs+ePdm4cSPdu3dn2bJl7N69m3nz5hEeHk7Hjh156qmnmDRpEk888QSexfzRf+TIkfnGhg0b5roHmEO1SP5YlpXrM8Czncfx3aEFrDq5gfmHf+eqhhcXdnjh9ECM0B5oMevRUvdiJR9GeTdwVdiFM8tYL0XTML/4As9LL0XfsgXtyBGM664jY8mS0p+zDDF4+PsT1qlTqY/LSVkWmampZOZMCGV1P8rImTTKSiTl3JaRnExmTIzjfkqK435KCvbK+MXZxcyMDFJjYkiNiXHZOT18ffHMSgh5BAfj4euLXdfZER7uSFT4+eHh60tGYqJzqZ0zuZN1u6gETj5ZM8E0wCp6z0rj5QPetcLxqlUPn1q18K1VC5/QUHxq18anVi3HmKbhExzMV99/z4OPPYZHVhvFN954g2HjxwPwwtoX0TUdS1l0HFJ41zGFI9ufT3Hvr7zbS/B+NFTWFdXZayqlir9+RgbGZ59he+UVtBzF4JWHB+Ydd2B//PGzCeSyfm2qysrwtTH7OS3wuRVVm6tfM9OskPdzhcfgJpX+3invdcry9dvVqshrJwpRCT9fOw7L8d6ppGuW6xru+H/rjq+DFfE1RrhMYd9zVNZEg4SEhFwTRLy8vHLNrinsnPPmzSMlJYXu3buzdetWMjMzc3UzbtWqFQ0aNHAmfzZu3Ei7du1yLQO7+OKLeeSRR9i1axedivn9+b333ivR43WFapH8OXzoEAAHDx7MNX5z3ev45NhcHv3rBVqkN8SmFfAX+GKE2s6nHo5WyjH7viPG55pyx1scezlnkNhef52Wt9yC5/Hj6Fu2kHH99Rx9+mkoaAZCBcXgMt7ejo+wMHTAK+ujMLZTp3Ldt4eHY2VmYk9NxZ6SgpmSgj3nR3KyY1tysmN7jtt59zFTUsjM2oZVVdIZJZeZkkJmSgrJZ87A4cPOcdeU5q48tqxlVB5ZH56BgXgEBJy9nT0eEED9jG+pa67A2w88/bw43PQdkvx7Fnl+89QpkoBW3bpxJGeh9MxM9u/f79jHbqI0haUsdu/eXfrHkOf/aV5533/F7Q/QzNubv3SNnpbiQFacOWPOd37TJGTRIup88AEex445tylNI/aqqzg5ZgwZ9etDQoLjo4YqyXObU87XZt++fa4OR1Sw0r7exbEnJlbI+7miY3C3ynrvlPe5Luh5c/XrV5YYRNVRnu8hZbFv375Kv2ZJ5Pv52w3/b93xdbAivsYI18v7PUfTNBo3bkyHDh1IytGl9/HHH+eJJ54o8Bzbt2/nsssuIy0tDT8/P2bNmkWbNm3477//8PT0JCgoKNf+4eHhnMxqgHTq1KlciR+AsLAwAOc+VUW1SP40btKEQwcO0LRp01ztzl5q+CTz5i3hYOpRVlububNV/ilTxdF8R8EyR9HocNs2Qpo/7LK4C1VUPY6SaN0atXAhasAAtPh4AlevpvWsWdiffx5KuvytvDG4S0BA7vsV8DiUUtjT0nLPTso5G+no0bMzj5KTydC0/Ptk386e0VTJhbTdzSsoCO/gYLxDQvAODiYhM5OGrVrhHRzMvsxIZh36nhRvRc/WF/HkZZPxC62Nd3AwXsHBBS+jKoCxcwoeO1cAoDQPMnv/SP3wgcUfmPV/qHnz5rmGPTw8nGPGSQNd09GURuvWrUv+wPNco1B5/98Wtz/AzA9Z+8Yb9Bo/nuzIc8bspBT6pk3YJk9G37kz1ybz2muxP/ccvu3a5av5VWOV5LnNKSIC0zTZt28fLVq0wChFUl1UAaV9vYsTEVEx7+eKjsFNKv29U97nuqDnzdWvX1liEFVHGb6HlEWu904lXbNUKuHn71LHkFdFxFQRX2OEyxT2PUcpRUZGBtu2bcs386cwLVu2ZOXKlSQkJPDzzz8zduxYFixYUKHxu0O1SP5kJ3x0Xc/1wob6BPN05wcZv2EyL/77Nre3Ho5Hadu1h3ZFedZFyziBnrAOgwwwfFwZfn6u+IGoQwfM777DuOoqtMxMbN98g9aokaNDT2XF4A55466gx2Hz98e7sKK3eeu5lOALu2WauesgFVATyVkvqYBaShk5l7tlbbcqoAK8k6bhHRTkTN5kf/ZZvx5vD098DAPPR8bjHRzMt/Pnc+9DDzn38woKKjSBs/TgUsbNGYxVWzGq4yjeu2omhl7611A7+Bm2nc8775s9PkGrdwklOlMhsWmaluvri+bcvQz/x4o7poz/j3v37p07xpwxK4W2Zg3666+jb92a6zjrkkuwJk9GnX8+5asMVQ2V9vXLsb9hGJL8qW5c/XoZRoW9nys0BjertPdOea9R0PGV/VxWsddO5FGO7yFlu1wZ3jvueK+54/+tO74OVsTXGOFyed832cu+AgMDS1wX2NPTk2bNmgHQpUsXtmzZwowZM7jhhhvIyMggPj4+1+yfU6dOUadOHcAxC2jz5s25znc6q/FQ9j5VRbVI/hTlntY38+q/73Ei9TRLjq0sfe0fTUOFDEA7ORvNSkeLX4cKLcHsgSpA9e+P+dFH2G6/HQDjlVdQ9eujrr7azZGJvHTDcBYJLpMCCgibGRmkZ80+yv6ckf3h6UlaQgJRBw8S6OODPSXFOQPJ09//bEInO6kTEoJ3aOjZBE5gYIEJHGP4CJaZJr0NA/PuuwFQ27ZR77zzin0Isamx3DX/LixlcVOHm5hZ1sTP8V8xNo89+zx0ehXVaESpz1MdXXjhhbnvX3AB7N6N/uuvjkLwe/fm2m716oX1wguoiy6qzDCFEEIIIYSotizLIiMjg86dO+Ph4cGff/7JNdc4ysPs3buXyMhIunfvDkD37t2ZNm0ap0+fdi73Wr58OQEBAWVbQVCBqk3yZ8eOHfmXNwCehifDml7Nuzs/Y/aBeWUq/GyF9Ec/ORsALXZ5tUn+AKibb8Y8cgRj4kQAjEcewaxTB9Wjh5sjExXN8PTE19MTQkLyb8xauuK3ezetW7d22V9gzblzWDZxIhdNnlzqYx9c/CBRSVG0DG3J+1e8X7bET8xGjHU3oamsAm8tH8RqNa7U5ylI3sRKlaUU7NiBvmgR/X79Fe3Agfy7dOyI+fzzqCuvLPlSUCGEEEIIIc4xkydPZtCgQTRs2JDExES+//57Vq9ezQ8//EBQUBCjRo3i6aefJiQkhICAAB577DG6d+/uTP4MHDiQ1q1bM3r0aCZNmsSpU6d46aWXuOuuu4otMF3ZqlXy5+pCZrTc1Px63t35GfOP/E5iZhIBHoUs1ymECu6D0jzQVCZ67DIsVYraOVWA9cQTaDt3os+Zg5aRgXH33dh/+AFatHB3aEIA8O2Ob5m7Yy6GZvD5NZ/j6+Fb+pMk7cNYdS2a6aifZDUYgtX5NZe9V6t08kcptP/+Q/v1V/RFi9ByFPR27qJpqPPOw7rlFtS994J+zi3wEkIIIYQQolTOnDnDmDFjOHnyJIGBgbRv354ffviBAQMGAPDyyy+j6zq33norGRkZDBw4kKlTpzqPNwyDOXPm8Mgjj3DZZZfh6+vLyJEjeeqpp9z1kApVbZI/RelWqyMtA5uxN+EA8w4v5pYWN5buBIYfKrAnWvxqtPRjkLoPfFtWTLAVQdMwX3gBoqLQV65Ei4/Hdttt2H/8EfJUHhcir+XLlzu/uFWEqMQoHlz8IABP9H6C7hHdS3+StJPYVg5GyzgDgBXWD7PHp6BVTIIjxMMPvz1xJLcKrpDzl4hSaP/840j4/PorWo6OXc5dNA3VowfqyiuxLr8cstcVS+JHCCGEEEKIYr377rtFbvf29mbq1Km5Ej55NWrUiO+++87VoblcjfgNQdM0bmp+HQCzD8wr0zlU6NlffvWYZS6IqpJ5eGC+/z6qXTsAtMhIjDvvhORkNwcmqroVK1bkur98+XKXnVspxehfRxOTGkPXul15qncZMuD2JIzV16ElO5Y3qcB2mBd+D4a3y+LMa2mvCfQ9FczSXhMq7BqFSkpC/+wzbBddhO366zFmzsyV+FG6jnXhhZgvvoj9r78w587F+t//ziZ+hBBCCCGEECKPapH8uW7zdNZGJHHphjcK3Wdks+sAWHZ8DcdTTpX6GlbI2To/Wmw1TP4A+Ptj/+wzVP36AOj//Ydx//1QkV2hRI2TNxlUHh9v+Zjf9v+Gl+HFZ1d/hodRym58VibGupvQYx0V9JVPA+x9F4BnsMtirDKOH0efMgXbBRdgTJ6MduSIc5MyDKy+fbFPmYJ940bMb77BGjVKZvYJIYQQQgghSqRaJH/i7SlENfEkzp5S6D7NAhrRK6wblrL49uAvpb+IT1OUdxMAtIRNYE8oY7RuVqeOIwEUEACAvnw5+rPPOorECpFH55UTWVo3hs4rJ7r83Pti9vHoH48C8OKAF2kX1q50J1AKY/NY9BO/Oe56BGPv+wv4NnB1qO71998YDz2ErW9fjA8/REtMdG6y+vTB/tpr2Ddtwpw1CzVyJNSq5cZghRBCCCGEENVRtUj+lNRNza8H4JsyLv2yQhxLvzRMtLhVrgqr8rVqhfnRRyhPTwCM2bPR33/fzUEJd9i6dWuR26Mzkohs5U10RhLgaOU+cPsOjOElb53ev3//fGOmZXLngjtJyUzhokYX8UD3B0oVN4C+fTL6oS8AULonZu8fIKhDqc9TVhVaANqy0ObPx7j4Yjx69UL/+We0rBl6ytMTa9gwMhcvxvzqK9SwYQV3dBNCCCGEEEKIEqpRyZ8hTa7CptnYEr2NnXH7Sn18zhbvenVd+pVFXXAB5uuvO+8br7+O9tNPboxIuENxyZ984uMZmJIK8fElPqSgYtFv/PUG6yLXEeAZwMdXf4xeysLM+v6ZGDtfBkChYfb4HBXWt1TnKK8KSf6kpKDPmoWtQwdsN96IvupsklmFhmI++CD2NWswX3sNWrd2/fWFEEIIIYQQ56Qalfyp7R3KpfUvAspW+FkF9kDpjhbUWuyfoCxXhlfp1LXXYj7+uPO+8dhjaGvXujEiURW4sqBzQbae3MqkPycB8Oalb9I4qHGpjtei5qP/fXamkNVlGqrhEFeGWPlOnkR//XVsF16I8eyzaPvOJqdVq1bYX34Z+9q1WOPHQ1iYGwMVQgghhBBC1EQ1KvkDOLt+zTkwD1XaOje6Fyq4NwBa5hm0pP9cHF3ls0aPxhw1CgAtMxPj3nth9243RyXcKWdB51qe/jTYk0YtT/9C9y9Nsijdns7tv9xOppXJ1a2u5paOt5QqNu3Ucoz1o9BwJF7N1uOxWt5fqnNUKTt2YIwfj61PH4z33kOLi3NusgYMwD5vHvZ//0XddBN4V1z3MiGEEEIIIcS5zebuAFxtcMNB+Nv8OJQUyZbobXSr3bFUx1shA9FjfgccXb9UQOeKCLPyaBrWpElox4+j//EHWmIitttuw752LWR1BRPnrq39JrPcXM6AfvmXboGjILT/rhiSjBVs7TcZKLjGT7ZJKyex7fQ2wnzD+OCKD9A0rcSxaJE/YPz1PzQrAwCr0Qisji+X+PiqRNu8Gf2NN9DXrMk1rjw8UFdfjfnEE9Cli3uCE0IIIYQQQpxzatzMH1+bD/3rXQDAH8dXl/p4FdLfeVuLXeGaoNzNZsN8912szo5Elnb8OLZrroGEatrRTJRI19WTWdEwkcbLHyuym1dBNXuy5S0IXdT+q4+s5o31bwDw/hXvE+5X8jbk2oGPMdbddDbxEzEYs/vHUMpaQW4XHY1x772Oej45Ej8qKAhz7Fjsq1ZhvvGGJH6EEEIIIYQQlaqa/WZVMhdH9AHgj6jSJ3/wqofyawuAnrQVMk67MjT38fXF/PhjVMOGAGj//YcxYgRkZro5sKqjomvhVLaYzGSOtvBE1/RcyZsiBQWxzNcHgoJKda2E9ATumH8HCsVtnW/j2tbXluxApdB3voJt81g0HMs0rSb/w7zgW9A9SxWDW1kW2mefYevQAf2zz5zDqnFjzOefx75uHdZjj0Hdum4MUgghhBBCCHGuqpnJn3qO5M+akxtJtaeV+vjslu9Qg2b/AISFYf/8c1RwMAD60qUYo0dDaWsj1VA5a+HURMbwERiXX1FkK3dz7hyWtW+HOXcOULKaQACP/P4Ih+IP0TS4KdMGTStZQMpC3/ooxrbnzl6/9XjM8z8CvRqtSP33X4wBA7Ddey9adDQAKiAAc9Ik7H/8gXXrreDr6+YghRBCCCGEEOeyGpn8aR3UnAa+9Ui3Mlh9ckOpj1chOVu+r3BhZFVA8+aOGUBeXgDos2ahP/EEWNW7s1lNkXf2kUtnI8XHg26UqpX71n6TGXQi1FnvpyDzds/ji3+/QEPj06s/JcAroPgTW5kYG+7A2PuOc8jsNAWr0ytQijpBbpWYiP7YY9h69kRft845bA0f7kj63HYb2KpREksIIYQQQghRY9XI5I+maeVa+qUCuqJswY5zxa0Eq2YtjVLnn4/5xReorF+yjTffxLjhhhInBETFyTn7yBg+Av299wudpVNRiironNeJpBOM/XUsABMumEDvhr2LP8iegrF2KPqRbwBQ6NjPn4nV+pGyhOsW2i+/YOvUCeOtt9BMEwDVsiX2337DnDULwkte70gIIYQQQgghKlqNTP7A2bo/S6NWlf5gzUAF93PcNBPREje5MrQqQd1wA9a776J0x38B/ddfsV14Iezc6ebIhFN8fKlm6bhKUQWgc1JKMfrX0ZxJPUOn8E5M7Fd4UWmnjFiMlVeiH//VcQ7dC/PCb1FN/1eekCuPZaE/+yy2IUPQjh0DQHl7O5Z4/f03auDAYk4ghBBCCCGEEJWvWiR/gmy+RBzKINhW8roZA+s5ZiD8G7uTk6mlL9ps5Vj6VaPq/uRg3XMP5oIFqNBQALS9e7H16YP2yy9ujqzydV45kaV1Y3J1xaruBaBDPfxouC8DS1nF1uwpSmEzgT755xN+3fcrXoYXn1/zOZ5GMQWaU6OwrbgYPXotAMoWgNlvIar+NWWOrVIlJGDceCPGq686h6wrrsD+zz9YTz0FWUsphRBCCCGEEKKqqRbJn3nn3c+FUf4s6TG+xMeE+9Smc2g7AJYdX1vqa6qQi1A4lkXpMctKfXx1oQYNwr5uHapjRwC0xERsQ4agT558TtUBKqileWUUgK7IBNOWPhN5KLQPhwe8VmTNnuIUNBNoX8w+JiydAMCLA16kQ3iHok+StA/bsv5o8dsAUF7h2PsvRYX1K3NclSorMaovXAiA0nXMqVMx582DZs3cG5sQQgghhBBCFKNaJH/K6uKIvgD8UZalXx4hqICuAGipeyHtqCtDq1qaNsW+ciXW0KHOIeOllzBuvFHqAFWgzisn8syuH52zjQqafVTua3Tu7LJzZbNbdm775TZSMlPo37g/D3R/oOgDYrc4Ej8phwBQvk2wD1gOIV1dHltF0H7/HVvv3mi7dgGgQkIwFy7EevDB6lOcWgghhBBCCHFOq9HJn0E5ij6rMrQzr9Fdv/Ly88P86ivMKVPO1gFauBBb796Q9UuvcK28s40Kmn1UFb269lU2RG0gyCuIjwd/jK4V8mVEKbTIn7CtuAQt/ZRjKLA99oErIKBl5QVcVkqhf/wxxtVXo8XFOYbatsW+Zg3q4ovdG5sQQgghhBBClEKNTv70Du+Ol+7JsZQT7I7fX+rjrZCzy1202Jq79MtJ07AeecRRBygkxDG0Z49j1sP8+W4OTpRbUBBYpuMjKKhMp9gUtYkXV70IwNuXvU2joEb5d1IKLWoBtqW9sK0bjmZPAMCqdQH2AcvAJ6LMD6HSpKVhTJiA8eKLaFnLH63Bg7GvWgUtWrg5OCGEEEIIIYQonRqd/PGxedOnTg8A/jhe+pbv+LVDedYBQItfC2aaK8Orspx1gDo46rhoiYnYbrwR/fnna2wdoFqe/jTYk+YsjGwMH8HA7Tsqvc16RTLnzsH8tZQ8DAABAABJREFUbZHjY+6cUh2bmJ7Iq2tfZfDcwZjKZEjbIYxsPzL3TkqhRS3E+OMCbGtuQIvb4txk1bsSs98i8AxxxUOpWCdPYgwfjv7DD84h88knMb//HgID3RiYEEIIIYQQQpRNjU7+AAyMcHT9WhpVhuSPpqGyZv9oVjpa/DpXhla1NWuGfdUqrCFDnEPGiy9iDBlSY+oA5Sy2vLXfZAadCD1bGLkS2qznTThVRfFp8UxZM4WW77fk2RXPEpMaQ/uw9ky/fDpadr0bpdCO/4rxx4XY1lyPHvu383gV3AV77x8we/8EpejW5y7ali3Yrr4afetWAJSPD/ZvvsGaPBn0Gv/lUgghhBBCCFFD1fjfZgZlFX1eeWI9mVZmqY8/55Z+5eTnh/n115gvv3y2DtCCBdguvBBt82Y3B1d2xvARGJdfgf7e+26d2ZMv4VQFRCVGMXf7XB5e8jC9Pu1F3TfrMvHPicSkxtAqtBWfXfMZG+/cSKhPaFbS5zeMZX2wrb4OPfbs/wkV3Bn7hd9jH/QXKuLqalEYWfv+e4zhw9FOZdUnql8f+/ffo3IkQIUQQgghhBCiOrK5O4CK1jm0HbW9QjmTHsOK4+u4pH7pWkuroN4ozQNNZaLHLsdSqlr8IusymoY1YQKqc2eMUaPQYmPR9u7F6NMH68knsZ58Ejw83B1l6cTHg244ZvZYZsH7BAWxzDQZaBjOoeXLlxfY9rwmOJl0khdXv8gn/3yC3bLn2ta2dlue6P0Ew9oOw9ANR9LnxGL07S+gx2zIta8K6oTZ/llUxDXV531it6NPmYLxySfOIatHD8wPPoBatdwYmBBCCCGEEEK4RrWZ+dOuXbsyHadrOsOaXg3A6/99UPoT2PxRgT0B0NIjIXVfmeKo7tQll2Bftw6rWzcANNN0LAPr2xd27HBzdK7Rv39/521z7hyWtW+XqzbOihUrKvT67lgGlpieyOSVk2nzQRs+/PtD7JadrnW7cv/59/PVdV+x//79bL1nKyPbj8TQdLQTSzCW9cO26upciR8V1BH7hd9iv2QDqv611SfxEx+PcfvtuRI/5s03Y371lSR+hBBCCCGEEDVGtZn5U9bkD8AjHe9l5p5vWHFiHatPbnAWgS4pFdIf4h01g/SYZVi+1aBNdUVo1gxz1SrUlCnoU6agmSb633+j9eyJ9fzzWA8+CDlmylQ37pjVkzPhtLXfZJabyxnQr3LiWB+5nqE/DOVk8kkAukd0Z8qAKfRrnGd2nFJoJ5ei73gBPXp97k1BHTDbPYOqfx0U1vK9qtq7F9vdd6MdOgSAstmwJk3CGjXKvXEJIYQQQgghhItVs9/WyqahXwS3tRgKwEv/vFPq463Qgc7bWuzyIvY8B3h4YD33HObq1ag2bQDQ0tMxHn8c45JL4MABNwdYteUsMg35E06VlYBacWgFV8y+gpPJJ2kR0oLZ189m9f9W50v8aCeXYSzvj23VVbkSPyqwPfYLZmO/ZBOqwQ3VLvGjLV2K7frrzyZ+QkMxv/5aEj9CCCGEEEKIGql6/cZWDo91GotNs/HH8dWsO1XKYsU+zVDeTQDQEjeBPcH1AVYz6rzzsP/1F+a4caisJT766tXYzjsPfeZMUMrNEVa+vImdglT00rGSWLRvEdd8ew3Jmclc3ORiNt65kRvb3ni2exdA4h6M1ddhW3k5evTZLncqsB32Xt9gv3QzqsGN1S7pg1Lo772HcffdaElJjqG2bbH/8guqZ083ByeEEEIIIYQQFaOa/eZWdo39G3BrC0fXnpf+ebvUx1sh/QHQlB0tbpULI6vGfHywXnsN8/ffUU2aAKAlJ2Pcdx/GNdfAsWPuja+SVYXETnF+3PUjQ74fQpo9jcEtB/PTsJ/w8/Q7u0NmPPrWJ7At7op+/FfnsApsi73X19gv/RvVcEj1S/oAJCdj3Hwzxuuvo2UlJ62rrsL+ww/QoIGbgxNCCCGEEEKIilMNf4Mr2Nq1a4vd57FOYzE0gyVRK9lwekupzq9Czi790s/1pV95qH79sG/ejHXnnc4xffFibN26oc2eXW1nAeWsx1Pd/XvqX+5ZeA83/XQTmVYmQ9sOZe4Nc/G2eTt2UCbawc+wLWqPsecNNJXpGPapj73HZ1lJn6HVM+kDcOQItv790b//HgClaZiPPoo5fTr4+ro5OCGEEEIIIYSoWNX0N7ncBq2fyqv7fmXQ+qlF7tcsoBGjmt8AwMtb3y3VNVRQT5TuA4AWuwKUVaZYa6yAAMwPPsD+88+oevUA0GJjsf3vfxgjR0J0tFvDK8mSrLzKW3+nNNeMTonm+ZXPc9svt3Ht3Gvp+0Vf2p2/jntabCdFL6QdfTEsZbH8+HIun3055398Pp9v/RxLWdzR5Q6+vPZLPAyP/7N33/FRVekfxz93ZpIQSCG00DsE6UgVEGmKvWABUVwLKhbWAgjq2sWyKutasKCurg0F0Z8KCIs0ITRpikIg9JrEJCQBEpKZub8/hgwkJCTTMinf9+sVzdxyznPvzLm583DuOQAYf63AtrAvtl/vxjiRDIBpqYbjnMewX7wZs9lNYFTcgbyN5cuxnXcexqZNAJgRETimT8d5330VZ1YyERERERERH1SY2b7OJj3vGJktw3DkHStx20md7+PTHd8wd/8iNqRuplvDhqWrxBKGWbMfRtpCjLy/MI7+jhnZxcfIKx/zkkuwr1+P9YEHsHz9NQCW2bMx1q/HPnMmdAnOOVuyZEmZzuZlHTESi8OB9d33CkwXX5jD6eCDDR/w1LKnSMtOK7iyOiRUP87v1bOYnf0X9cLrlLr+o7lHufnbm5m7w/XoltWwck27axjXcxx9GvVxje9zfC/W3x7Dsu/rAvs6G1+Lo/OLUKN5qesrryzTp2N54AEMux0As1Ur7O++C22q6Ix9IiIiIiJSJVWKnj+eaB3VnKubXgzAj/sWerSvM0azfpVK7do4PvsM++efY9aqBYCxeze2AQMwvvoqyMGVkYwMBh/PhowMAIyZs7COGEmjPXswZroePVqxbwV9/tOHcfPHkZadRse6HXlx8Iu8f9n7zLx2Jl9s6UitvBDWRGVy/pxrSMjYUaqqDx5PYvCng5m7Yy5hljDG9x7Ptvu28cU1X3Be4/MwHNlY/ngO20+dCiR+zOjO2AcuxHHelxU/8ZOXh2XcOKz33edO/DiHDsW+YoUSPyIiIiIiUuVUueQPQN963QHYmPqHR/uZMad6jij5UzLz+uux//orzu6u821kZ2MbPRrL5MngKPgokzePZVUk5vXX4fhqBgeaNePAxX352//9jUGfDmJT0iZqVqvJ6xe9zpo71jC+z3hu7XIrV8VdxYiUWFZs6kXL7HB2Hd3HBXOvZdnhVWetZ1Pan/T/8Wo2Jm2kbvW6TO8/necHPk+TqCZgmhj7vsb2Uyesfz6H4ch2xRZaB3v3adgvXI1Zd8BZy68QUlKwXnIJ1vfecy9yPPAAju+/h5PJSBERERERkaqkSiZ/utbuALi+KHskrAFm9XYAWI5ugtwUf4dW+TRujGPxYpy33OJeZJ06FesVV0DaqcecAjlTVpdlT7GwfhqNF46ny7KnAlZPSXIduSS3Sabjex358o8vMTAY03UMf9z9B/f2uBeb5cynMNvm1GDFxh70qtOVtBNHGPrTSC78aSTf7J5LntM1KLPTdLIhdTOv/P4Og+Zez/7jh4irHcey0cvoXKuzq6CMP7AuvRDbqpsxsvcBYBo2HG0ewH7Jn5gtx1TocX3cDh3CNmgQlmXLADBDQ7F/8AHOV14BW6V4ylVERERERMRjVfLbUJda7QHYe+wAqcdTqe3Bvs5ag7Ee3wqAcWQpZr3rAhBhJVOtGo7p0zHPPRfL+PEYDgeWhQsxzjsP+8yZdDnyDRH10/hu2VNsGvAM4OoJ5K8xelJzj3KkbTWsJ38PBOuIkQx2OLCOGFnkGD/zd8zn4f89zPa07QD0adSH1y96nXMbnFt8odHRLHI4GGyNYMHF7zNu5T/4LHE2Sw+vYunhVTQIr0f3Op2JT/6VtBNH3LsNrH8eX934HVGhUWw/uAHb5sexbn8Dw7S7t3HWH4ajyysQ1c5v5yDokpKwXXQRxrZtAJgNGuCYOROzV68gByYiIiIiIhJcVbLnT3RoFC0jmwKwKWmTR/sWmPI9rXI/quRXhoHz3ntxzJ+PWbeua9GuXdgGDKDfwg3sb1utQGImkD2BAqLQGD/5dlbLZvjM4Vzx1RVsT9tObI1YPrziQ5bcsuTsiR/A8dUMnPfdi+OrGVS3hfPh+a8xMf0WHu08jthqdTiUncyP+xaSduIIkSER1KrRnIZ1+mCP7kpMtZpYDnxHXOI12LZNdSd+zBotsff/Dsf5P1SuxE9ysivxk5AAgNm8OfZly5T4ERERERERoYr2/AHoUqsDO7P2sjFpI4Oblv5LsBnZFdMWjWHPwDiyDJx5YAkJYKSVizlgAPZVq7Befz2W9esxjh9n+ks/8daOFKbc0ifY4XnP3UvH9ehUltXOK0128Wrj3ZzY7sRmsTGu5zge7/84UWFRpS729N5P1rH3cJnTQf9tyTz+djz/t3cBe48doG+9HvSo05k+K17AaliItCdjXX4VlsM/ufc1LWE4203E2W4iWMP9d9zlQUoKtmHDMLZsAcBs2hT7ggXQrFmQAxMRERERESkfqmzyp1vtjny7Zx4bkzZC05Gl39GwYda8AOOv7zEcWRhZ6zCjK3DSIhiaNMGxeDHcdx+Wzz4D4P6Z62i/MwV6PhH4QXmjoyEjg0UREe5kja8cX83g56eeJGTMxfznxzuZ1Wc5x6yuQa2HthjKaxe+xjl1zvGtkqws+lss4HQSag3l+haXF1gdyQluZgu3G79hOXxqQG1HvQtxdv83RLT2rf7y6K+/sF18McYfrsHbzSZNXImf5s2DG5eIiIiIiEg5UmWTP11Pjvuz8fBGj/d1xgzC8tf3gGvWLyV/vBAejuPDDzHPPRdzwnhsTpPB6/Zi9u2LfebMgFadPyaPc/FiHKUcV6jAmD7/mnrG+tlbZzM9ZDovffrSyR2g3fEaPL+rJVc8OgfDMHwL2pkDUdkQlQc1srHsexPjxEE4cdD1/9xDrLAUHM/IrNaQPXUfpn6Pe7FWxsGO09KwXXIJxu+/A2A2auRK/LRsGeTAREREREREypdK+I2wdLrWcs34lZCawLG849QIqV7qfc2YCzAxMDCxpC/G2fzRQIVZuRkGzvvvx+jUiWNXXkmN7GyMnTuxDRhAxwsv9Fs1tUMjiPgjjT1tQqkdGuFe7tGA0hkZDLZYwek4Y9XHmz7m7jl3Y1pMqodU5/pzrueO/26m79FaGE4njtIkfkwTMjdjZG7FOL4fju9zzcp1fB/G8f0YJ5Lh5tO23/tasUXlmQaWdg+RF/coGTsOUN/XxFN5lJ7u6vGzyTVml9mggSvx06pVkAMTEREREREpf6rkgM8A9avXo354XUxMfk/f4tnOIbUwI7sBYBzfBjn7AxBhxbV4sWcDYZsXXMBbt92G2e3kOT12jFHffYfl8cfBcWayxVObBjzD0MO12D/0NfdsYv7y0bYZ3DXnLkxMujm6se/v+5h++XT6ZdbEoJRJl8ytWH+5gpAF3bGtugnrb5OwJr6F5cD/YUlf70r8nMUJrJjVmrPabMAssx0jzKtwdn4JbBFn3a/COnIE66WXYmzcCIBZv74r8dOmTXDjEhERERERKacqRfInJqQGDXaeICakhkf75ff+2Zj2p8d1mjGneo1Y0jXr1+m8makrIzoa+5IlOG+6yb3M+sorWK++GtLTfY5p4MCBHm1/JOcI2XnZZ91mesLnjI2fDMC4nuMYZh9GZFhk6SvJy8Cy6RFsC87FkrSgyE1MLJjhjXFGnouZWAdzY2Ocv7TE3u49RjivYLA5ip7O0di7L+FO82Km0I9EYkofQ0WTkYH1ssuwrFsHgBkbi33+fIiLC3JgIiIiIiIi5VeFTf7Ex8e7f1/YZwLnJ9dkYZ8JHpXRpfbJ5E/qHx7X7zwt+WMo+eMf4eE4PvoIx2uvuR+Vssyfj61vX9i82aeiPXnEa17iPJq+0ZTYf8Vy5VdXMu3Xaeyslk2W1c76iEy+2vk9E9Y8y30rHwfggV4P8OrQVwv29ImOZlH1cNfg0oWZToxdH2Ob1wHrttdPTcNevSmOjs9i7/1f7IMWk3dZIvZrs7BfvhNH59mYC9phrmoJvzfErD2MLdQhnXAobQ+jii4zE+vll2NZuxYAs25d7D/9BOf4OJC2iIiIiIhIJVdhx/yJj4+nb9++PpVxqueP58kfanTADKmHkZeMkREPjhywVvMpnsqgy7KniKifxnfLnnI/YrV48eLSJ18MA+e4cXyybh13LFiA8ddfGDt2YDv/fNcA0X2KHly7cB0e1Xma+Tvmc/0315PryAXgpx0/8dOOn3iw12kbLVvr/vXhDnfx4pB/YhhGgd5Fjq9mFDmgtJG6GsuGh7Ck/+peZlqq4Ww3AWfcBLCVfuypKiUrC+sVV2BZvRoAs04dV+KnQ4cgByYiIiIiIlL+VdieP/7QrXZHADanJ5DnzPNsZ8NwP/plOHMwMlb6O7wKKTX3KPvbViM199TMU948BrazWTPsK1didu0KuMYBso0cieWVV4ocB6hwHd7U+b+d/+O6WdeR68jlqrZXsfaOtbww6AUGNB2A1XT1rqmXG0L/2F7Uj25PZ6Mva+0h7pm8CiebCrzOOYx1ze3YFp1fIPHjbDwc+8W/4+zwpBI/xTl6FOuVV2JZ6WpjZq1a2OfNg06dghyYiIiIiIhIxVClkz8tIpoQHRZNrjOXLUcSPd7fWUuPfgVUs2bYly7FOWqUe5H17bex3nEHZGT4taqfd/3MtbOu5YTjBFe2vZLPr/mcLrFdmHDeBBbevJC0FQNIXTmIQ6sGsOiSr6lbpzeWVudwxH787AWbDiyJ72Cb1xHLns9OLY7qgP2CBTjOmwE1mvn1WCqV7GysV1+NZcUKAMyYGFePny5dghyYiIiIiIhIxVGlkz+GYdAl1vUl0ptHv8zo/phGCACW9EWu6brFv8LDcfznPzheeQXTagXAsmQJtquugm3bityly7KnWFg/jS7LnipVFYt2LeKamdeQY8/h8jaX88U1XxBqDS2wTURkbdaHRRU9hk9x0tdj/bk/1g0PYNgzATBDYnB0ex37hWsx6w0sfVlVkdOJ9Y47sCxbBoBZs6Yr8XOyN5iIiIiIiIiUTpVO/gB0je0KwMZULwYUtkVgRrkGgzFO7Idsz3sPyZmsI0Yy+I8/sY4Y6VpgGDgfeADH3LmYMa6ZrIzdu7FdfTXGt9+esX9Rj54VZ8nuJe7Ez6WtL+XLa748I/EDrjF8FnVoj+OrGSUfQF4Glg0PYVvYF0v6OvdiZ/NbsV/yB87W94Klwg63VWYszz2HZdYsAMwaNXDMnQvdugU5KhERERERkYqnyid/utTP7/nj+XTvoCnf/aXAVOwZGQw+nn3Go13moEHYv/8es317AIzjx7GNGIHlyScxnE6P61y2ZxlXfX0V2fZsLml1CV8N/4owW5j3B2GaGPtmYvupM9bEtzFwxWRGtcc+cBGOnu9DWB3vyy9BTEgNGuw8QUxIjYDVUVaML77AOmUKAKZh4Pj0U8wePYIclYiIiIiISMVUaZM/p08Ffzb5PX82pf2J0/Q8geCsNdj9u5G2yOP9xaXUM3M1aYL9m29wXnWVe5H1pZcYPWsWpKeXur5f9v7ClV9fSbY9m2Eth/HVtT4mfo7uwPrLFdhW3YSRcwgA0xqOo9MU7Beuwazb3/uyS2lhnwmcn1yThX0mBLyuQDJWrsR6113u186XX8a8/PIgRiQiIiIiIlKxVdpnT0o7Ffw5dc6hmjWMrLyj7MzaS+uo5p5VVK0FZrVmGDl7MLJ+BXsm2KK8C1pcoqNZ5HAw+OQYP2cID8fx+uuYnTpheeEFDKeTdjt2YPbqheOLL87Y3Gk6WXtwLQmpCWxP2872tO3M3zGf43nHubDFhcy8bibVbNVKDKtA76TTZW7FtmgARt6RU3U2uBRHt9ehRvMSyy21yEiWOx30txRzXiqD3buxXncdRm4uAM477sD5wANBDkpERERERKRiq7Q9f0rLZrHRMaYd4N2gzxgGzvwp3007xpHl/gyvXFq8OLCPtzm+moHzvnvPPr6OYeAcM8Y1DlDt2q5Fe/ZgHTiQO7/b6B58+0jOES778jLO/+R8xvw4hpfjX2b21tkcyzvG0BZDmXXdrFIlfqDo3klRnMC2Yrg78WOGN8bedyaOft/6N/EDON59hxVt2+J4951itylNwrPcysx0jeOUkgKAc9AgHG+8AYYR5MBERERERKQymjp1KoMHD6ZJkya0adOGm266ie3btxfYJikpibvvvpu4uDgaNWrEBRdcwPfff19gm/T0dO68806aNm1Ks2bNGDduHEePljwGbVmq8skfgK61XGPIrPvrN6/2LzDuz5Ff/BJTebZkyZJi19UOjaDxthxqh0b4VEdJj4HlP9ZnDh6Mfc0a9jRqBICRl8fz7//CB8/PoUZaChf89wJ+3v0z4bZwBjcfzF3d7uKVoa/ww4gf+H7E94SHhHsdoxUnrxhLMI66Bvo2ozthH7YRs9FVQUtYVNjkj92O9aabMP50jb1ltmmDY8YMCAkJcmAiIiIiIlJZxcfHM2bMGBYsWMDs2bPJy8tj+PDhHDt2zL3NPffcQ2JiIl988QUrVqzgiiuu4LbbbuO3307lD+688062bt3K7NmzmTFjBvHx8Tz44INBOKLiVcrkj3XsPfTbtg3r2HtKtX3/2N4A/HzQu147ZlQvTMM1Q1RV6PlzNpsGPMPQw7XYNOCZgNZz+phO1gkTSex2LmabNu5ll8bvYOG4r6ixaQsNIxqy5JYl/DTqJ9665C0e6PUAw1oNw+bDjFsxITV4IiOe84yDAJhhdbH3mw0heuTPG5aJE7HMnw+AWasW9u++g5Mzu4mIiIiIiATCrFmzGDVqFOeccw6dOnVi2rRp7N+/n40bN7q3WbNmDXfeeSfdu3enefPmTJgwgejoaPc2CQkJ/Pzzz7zxxhv06NGD8847j5dffpnZs2dz6NCh4BxYESrEmD/OkzM5OU+b0ck0TRwOR5GvrZlZ9Lca4Ci4TZEcDgbFnge4Hvs6cPQw9cPrehhhKJbIc7FmrsI4sQ/nsV2Y1ZqetU6/87RMH2IofO5LWl/S9h45WY67TIcD65EMBlktmI2bkvLUJCLvGUd4VjYt003iPzI48uwdRNbp5NcYFjatT4gjwRWLEUJu7y8xqzUOzHt7sk4o4ty6VzvO2D5/md+OO0Cs776L9e23ATBDQsidMQOzZcuAn8uAbV+afYp4v/yqnL/nZcqL97uitB0pQiDaUnloz57GECRl3nZ8raeo/cv6XJaT906KUUb31wXaThne03tdRzA+t8G4DgbiGiN+U9zfHPPk8B+ZmZkYpz2NERYWRlhYyRP8ZGZmAhBz2j9E9+rVi2+//ZZhw4YRHR3Nt99+y4kTJ+jf3zWpz9q1a4mOjqZbt27ufQYOHIjFYmHdunVcXk4mr6kQyZ89u3cDsGvXLveyvLw8duzYUeTrNg4HmAY4zQLbFMWelYUtOYP2Ndrw57HtfLHxG66qd6HHMdaxn0MsqwBITfyW9PDi32B7VpbH5ZfElpzs0fa+xJCbm0tCQkKp1xd+vWnTJrp06eJV3fnHmf9+27OyaGHmMicmjU9jD7FgxxIa3uHgq1lw3n4IcZjUffw5jixeyb6nnsIZGelVvaeL2r+Q5hlPuV/vb/A4aal1ILX4c+KrwscN4LA7MA0Tp+k843N++vubmJgYsLh8Fbl8OS0mnJqdbN/jj5Nerx6c5fPlq7JoKyXVUbhMT2MqSSCuMRWVL+93eW47UrRAtKXy0J49jSHYyqrt+Hquizpv/n7/vIlByo+yvL8GV9sp6zpLo3BMwfjcBuM6GIhrjPhf4b85hmHQrFkzOnbsWGDMnUmTJjF58uSzluV0Onn00Ufp3bs37du3dy//z3/+w+23307Lli2x2WyEh4fz6aef0rJlS8A1JlDdugU7kNhsNmJiYkhKSvL1EP2mQiR/mjVvzu6dO2nRogUWi+tJtZCQEFq1auXe5vTXNqsVTvb8OX2bIjVsCJGRXJF5IX9u3s5v9gQebjXW4xiNo1fC5v8AEBu6nVpnq7dhQ4/LL5GnSQ0fYggNDSUuLq7U6wu/njFjBjfccIN3lZ88TluIjZSoDD7f/TWz+q3kSIjdtd6E+uf0ZMrNNZl9vB2hb7wJQM2FC4nasYO8zz7DPPdc7+oGjGO7CE2YgoErw2yvfzt1+0zC075iHjt53Kd/zq1JViyGBcM0zvycN2yIw+EgMTGR1q1bYy1u5rQgMlauJHTiRIyT2Xr7ww9Tb9Ik6gW64rJoKyXVUbhMPyQlz1p+VebF+13e246cRSDaUnloz57GECRl3nZ8PddFnTd/v3/exCDlRxndXxdoO2V4T19qhWMKxuc2GNfBQFxjxG+K+5tjmia5ubls3rz5jJ4/JZkwYQJbtmxh3rx5BZZPmTKFjIwMvvvuO2rVqsXcuXO57bbbmDt3Lh06dPDfQQVYhUj+5Cd8LBaL+401DKPAm1zgtXHyP4ZZ8s2H1QpWK8OaDOTlzdNYeOgXMMDq6XTaUZ0xbdEY9gwsmfFYLYBRTBmBuCHytEwfYih87ktaX9JrT5gWC+8nfMa/an3OP36a5loYAo1PhHFzUn1GPf8D7eq046mnnsJ49RnsFwzEescdGEeOYNm1i9BBg3C+8grOsWM9H5Q5LxPbyusw7OkA7DzSlCZ9HyubG9ziPvfu1dYit89fV+6+wP7+O7bhwzGyswFwDh+O+cILWC1lMAxZWbSV0lx3fK3Dl/qrEh/e73LZduTsAtGWykN79jSGICuztuNrHUXtX9bnspy9d1JIGd5fu3b3ou0Eo60F43MbjOtgIK4x4neF203+Y19RUVEFkj8lmThxIvPnz2fu3Lk0OjmZELiePpo+fTrx8fGcc845AHTq1ImVK1fywQcf8K9//YvY2FhSTs5YnM9ut5Oenk5sbKwvh+dXlXLAZ2/0rtuNqJBIUk+ksyFts+cFGFbMaNdMS4Y9A+OoF9PGVwHGzFk02rMH64iRGDNnebz/i7+9xbhVT5BqzcBihHBzp5tZsKM/H/4xjCnp3WlXp12B7c0rrsC+Zg3Onj1d9efmYn3gAayjRkFGRukrNh1YV9+CkXlyNqrwlhys+QQYZZs/PX02r5iQGjTYeYKYkBplGoPPdu3CdvnlGEeOAOAcMgTHJ59AWSR+RERERERETjJNk4kTJzJnzhy+//57mjVrVmD98ePHgVMdUvJZrVZ3oqlnz55kZGQUGCR62bJlOJ1OunfvHtgD8IC+bZ0UYglhcMN+AMw/sNSrMszofu7fjYyqPetXcczrr+NAs2Y4vpqBef11Hu37xpo3eHrDawDUr9WNds1H8NEVHzHww0Vw3304vppR9I7Nm+NYvBjHAw+4F1m++QZbnz6wYUOp6rb8/gSWQ3Ndx2CLxn7Oh/Tu5/nYUL46PfmzsM8Ezk+uycI+E86yRzmTlITtssswTo567+zRA8fMmVCKbpgiIiIiIiL+NGHCBL7++mumT59OREQESUlJJCUlkX3yCYW2bdvSsmVLHnroIdatW8euXbt46623WLx4MZdeeikAcXFxDBkyhAceeIB169axatUqHnnkEYYPH06DBg2CeXgFKPlzmosaDgBggZfJH2fN892/V/Up3/3tww0fMmGhK8nRrE4vuh3pQJ2wmu71gwYNKrD9wIEDCxYQGorzlVewz5yJWdO1n7FjB7bzz8fy7rtgmhTH2PM51oRXATANK464tyG8hc/HVOVkZLh6/JwclM2Mi8Px/fcQERHkwEREREREpCr66KOPyMzM5PLLL6ddu3bun2+//RZwjbn69ddfU6dOHW688Ub69+/PjBkzmDZtGhdddJG7nOnTp9OmTRuuvvpqbrjhBvr06cPrr78epKMqWoUY86esXNjIlfxZnbKB9BMZxIRFe1ZAtaaYYY0xTuzHyPwVHNlgDQ9ApMHTZdlTRNRP47tlT7FpwDNlUueXf3zJvfPuBeDhjnfzYvfJvPbaa0y4pfgeL4WTQfnMq67C3rkz1ptuwvLrr67HwP7+d4xly3C8+y5ERRXY3khdg/XXUwOAO7u+hlm9vx+OqorJzsY6fDjGpk0AmE2aYJ87F+rUCXJgIiIiIiJSVaWnp5e4TatWrfjvf/971m1iYmL44IMP/BVWQKjnz2maRTSmXXRrnKaTRYdWeF6AYWCe7P1jmLkYmWv9HGHwpeYeZX/baqTmHi15Y1zJooX10+iy7KmSNy4kPTud++bdx63/dysmJnef60r8eDJwV5FatMCxZAmOcePciyyzZmHr1Qtj9epT2x3fjzX+OgznCQAcLcfgbHWPb3VXRXa7K9n2yy8AmHXqYJ8zB5o0CXJgIiIiIiIiVYOSP4Vc1MjXR79OH/fHiwRSOVc7NILG23KoHXrqUZ3Fixf7tQ7TNPns98/o+F5Hpm+YjonJuY5z+fewf/ue+MkXGorztdewf/01ZrSrh5excyfWgQOxPP885GRiW3EtRs5hAJx1B+Ds9rrnM4RVdU4n1rvvxvLjjwCYERE4fvgB2rUrYUcRERERERHxFyV/Crmo0QWAK/ljnmUcmOKY0X0xT07AbTnyi19jKw82DXiGoYdruR/5so4YieXtaVhHjCzV9iU5lnuMS768hNt/uJ2U4ym0q92OhTctZJh9GBbD/x9X8+qrsa9ejbN3bwAMhwPrs89i6xuHsc01GLRZowWO82aAJdTv9VdqJ05gve8+LJ9+CoAZGorjm28wy9GI9yIiIiIiIlWBkj+FnB/bm2rWMA4cP8yfR7Z7XkBILajRAQDj2J+Ql+rnCMuZjAwGH8/2bNr0s5i+YTqLdi8i3BbO8wOf59cxvzLokWkM/uPPAgmm02e98lnLlq7ZwJ54AtNqBcDYnAqPgrkiDHvfWRCmsWk8smcP1sGDsXz4IQCmxYLj008xixmLSURERERERAJHyZ9Cwm3VGBDr6gXil0e/jsT7Ja6qwDRNPtzoSha8OvRVHun7CKHW0CITTH5N/gDYbDifeALHV09BvZPLcsCYdgLrvS9CKQYCExdj/nxsvXtjWesa88oMC8Px0UeY11wT5MhERERERESqJiV/ipA/69eSw94lbszTpny3pP7kl5iCyd9j+hQnfn88CakJVA+pzogOI8qkzgKObMRqfwleAAacWmyZNQtb9+4YS5aUfUwVicOB5emnsV55JUZaGgBmy5bYly3DHDUquLGJiIiIiIhUYUr+FKF33W4AbEjd7NX+ZlQvzBDXY0JG2oIK/+jXkrMlPaKjWVQ9HE4OmlwaAwcOLHJ5fq+fG9rfQFRYVJHbBExOErbl12I4jkM4OKeMwv7ll5gxMQAY+/djHTYMy+TJkJtbtrFVBCkpWK+4AusLL2CcHCvLefnl2Fetgm7dghyciIiIiIhI1abkTxE6xZyDxbBwODuFQ8eTPS/AEoqz3rUAGGYeluRv/BxhcJ2evHF8NYNFHdrj+GpGkeuLej2oiHFfjuQc4ZstrvN0R9c7/BZrqThOYI2/ASN7HwDOWr1w9HgX89prsa9bh/NkvIZpYp06Fds110BiYtnGWI4ZK1di69ULy8KFAJhWK44XXsDxzTdQs2ZwgxMREREREZGKmfyxjr2Hftu2YR17T0DKrxFSnbjoVgCsT/3dqzKcsacGJ7YcngFezBwWLCU95lVU8uZs60vaHmDGHzPItmfToW4HejXsVXKQ/mKaWNffhyV1petleCMcfWeCtZprfePGOObNw/Hyy5ghIQAYf/yB7bLLXLNYVaD31e9ME8sbb2AdMgTjwAHXovr1ccyfj3PCBDCMIAcoIiIiIiIiUEGTP2Rl0T87B7KyAlZFt1odAe8f/SK8Bc7o8wAwcnZiZK72V2gBd9bHvALg9IGe7+h6B0YZJg0s217Hsvu/rjis4dj7fQPhDQptZMH50EPYV6zAbNcOAOPECaxPPIH1jjsgKanM4i03MjOxjhqFdcIEDLsdAOf552NfvRpzwIASdhYREREREZGyVDGTP2Xg3No+Jn8AZ+yN7t8th7/0OabKav3h9WxK2kSYNYxRHctuYGDj0Dwsvz3qfu3o+QHEnFv8Dl27Yl+9Gsff/uZeZFm0yDUY9Ny5gQy1fPn9d2znnYflm1OPMzrGj8cxfz40aHCWHUVERERERCQYKmbyJzKS5eHVIDLSu/Wl0O1k8mdj2h9el2HWHoZpOzlgcOo8yDvidVllxTpiJIP/+BPriJElb+wnH25w9fq5pt011AqvVTaVZm7Bumo0Bk4AHO0fx2xyfcn7hYfjfOYZ7P/5D2adk4N6Jydju/pqLOPGQbIXY0RVIMZnn2Hr3x9j+3YAzOho7LNm4XzxRbDZghydiIiIiIiIFKVCJn8c777DirZtcbz7jlfrS6NLrfYA7Dt2kJQcL2frsoThrDccAMPMxZIy2+t4ykxGBoOPZ0NGBgBdlj3FwvppdFn2VECqO5p7lBl/ugaLLrOBnk+kYls+HMOeCYCz0TU42z/hURHmoEHYf/oJ55Ah7mXW997D1rw51hEjMBYsAIfDr2EHVU4Olvvuw3b77RjZ2QCYXbpgX7UK88orgxyciIiIiIiInE2FTP4A9O3b96yvfRUVGknrqBYAbEz1vvfPGY9+VbABglNzj7K/bTVSc48GpPyZf87kaO5RWtdqzYCmZTBWjDMP66pRGMd2AGBGd8bR6yMwvGgKderg+OADHG+9hRkeDoBht2P59ltsl1+OLS4Oy/PPw759/jyCsrdrF9aBA7FOn+5e5Lz9duzLlkGrVkEMTEREREREREpDyZ+z6FarA+D9jF8AVG+NM6onAEb2doys9f4IrdLIH+j59i63l8lAz5aNE7Aku2YzM8PqYe8/G2w1vC/QMHDedRf2337DMXEiZmzsqVV792J99llsbdpgveoqjO++g7Q0H4+gbBlz5mDr0wfLetfn1qxWDfsHH+B49104mfASERERERGR8q3CJn/KQjf3oM/e9/yBQr1/kr7wqazK5Pfk31lzcA02i43RnUYXv2F0NIuqh0N0tE/1WXa8h3WH61FA0xLqmtK9elOfynRr1gznlCnYd+7EPnMmzksuwbS4mpfhdGKZNw/bDTcQUr8+tkaNsA4ejPWee7C8/jrGTz/Brl1ePSYWiKQnAHY7ln/8A9s112CkpwNgtm6N/ZdfMG+5JTB1ioiIiIiISEBohNazOLd2JwA2pnk/4xeAWftSzJ1PYzgyMf6aA7lHILSm7wFWcB9t/AiAK9pcQWxEbLHbOb6awaKnnuKCZ56Bgwe9qstIXoJlw4Onyuw+DbPOeV6VdVYhIZhXXYXjqqtg3z4sn3yC5eOPMfbuPRVLSgpGSgosX15gV7NaNWjTBjMu7tRPly5wcnr5ogQk+ZOUhHX0aCxLlrgXOa+6CscHH/icgBMREREREZGyp+TPWXSt7Xrsa2fWXtJPZBAT5uUXX2s1nPWuwXroEwxnDpa9X+JsfY8fI614svOy+Xzz5wDc0S3AAz0f3YF15UgM09WzxtH2IczmZdB7pUkTnP/4B85HH8VYuBBjzhyMhATXTxFJLCMnB37/HeP3go8ZmnXrYvbogdm7N85evVzJIEtgOu0Zy5djvekmjEOHXHVbrThfeAHngw9CGTyWJyIiIiIiIv6n5M9Z1AqrSfOIxuw+up9NaX8wsIH3vSycsTdiPfQJAJadH+JsNbZKf5n+NuFbjuQcoVl0M4a2GFri9gMHDvSuorxMbMuvwch1jbXjrH8xzs4veFeWt6xWzGHDMIcNO7UsMxMjIQG2bj2VEEpIgMREDLu9wO5GSgrGvHkwbx5WXNOrmz17Yvbu7fpp3967adZNE3bswIiPx7JiBcaKFRjbtp1a3aABjs8/x+zf38sDFxERERERkfKgyiZ/4uPjS/XITNfaHdl9dD8bUn1L/lCjHc6IrliObsTI+A0jfR1mrR7el1fB5T/ydWuXW7GUYqatQYMGeV6J6cC6+haMrK2ul5HtcPT5FAyr52X5W1QUZs+e0LMnBeZ/y8uDXbtcyaAtWzBWrnQlZY4ccW9iZGRgLFwICxcCYEZEuHoG9erlSgZ17lx0nXY7xqZNrvJWrMCIj8dISipyU+fAgTg+/RRii38cT0RERERERCoGJX9K0K1WR77b8xMbfBz3B8BZfxSWxI0AWHZ+gKOSJH887ZWzLXUby/Yuw2JY+FvnvwUmKMDy++NYDs0FwAyJcc3sFVLOx6wJCYG2bTHbtsW84grXMocDFi3Csno1xurVGGvWuAdhBjCOHsVYsgROjtFjhodj9u0L/foRVbMm1lmzsMbHu/Y9dqzYqs2QEMxzz8UcPhznuHHe9SYSERERERGRcqfSfrvz10C43U6O+7P+Lx+mez/JrHM55q5nMRxHMfZ+BV1egZBIn8sNNk975Xy0ydXr5+JWF9M4qnEgQsLY/V+sCVMBMA0rjr4zIKJ1QOoKOKsVOnTA2aED3H47OJ2QmOhKBq1a5Urq/PWXe3MjOxvj55+x/PwzLc5SrBkVhXneeZh9+2L264fZowdUrx744xEREREREZEypeRPCfKne9+euYusvKNEhkR4X5i1Os66V2E9/DmG4xjGvq8wW47xS5wVRa4jl09/+xSA27veHpA6jNRVWNfd637t7PovzHpePDZWXlks0LYtzrZtYfRo19g9u3ZhrF59qnfQyQGbT2c2auRK8vTrh7NvX+jY0ZVYEhERERERkUqt0iZ//CU2vC6NqtfnwPHD/Ja2hX6xPX0qzxl7I9bDrlmuLDs/xFHFkj8/bPuBlOMpNIhowKWtL/V7+UbyEtfMXs5cAByt7sbZeqzf6ylXDANatsRs2RLHjTe6kkG5ubB0KWmrVhHTvz/G+edD06ZVepBxERERERGRqkrJn1LoWrsjB44fZkPqZp+TP0R0xKzZDePIBizp63Ckb4CYbv4JtALIH+j5ls63YLP49+NnSXwXy8aH3FO6O+sOxNl1ql/rqBAMA1q0wNG0KYd79SI6Lg6reviIiIiIiIhUWSVPsyR0q+Ua92dDqu+DPgM4T+vtY9k53S9lVgS7j+xm4S7XDFW3dbnNfwU7c7Gsuw/rhr+fSvzUH4aj30ywhPivHhEREREREZEKqEomf4auepVf6h1h6KpXS7V9/rg/G9L+8Ev9zqYjMK01ALDs+g9G2q9+Kbe8+8+m/2BiMqT5EFrGtPRPoY5srMsuw3paEs3R9mEc/b8r/zN7iYiIiIiIiJSBKpn8Sc87xqGWYaTnFT/t9enOrd0JgC1HtpNtz/E9gJAonO0mAGCYDqxr7wCHH8otx+xOO59s+gTw40DPpol1/TgsKUtdLy1h2Ht+iLPLS2DoMScRERERERERqKLJH081rB5LvWp1cJgOfk/f4pcyne0ewazpGuvHyNyC5Y9n/VJueTV/x3wOHj1InfA6XNn2Sr+UaSR9iWX3fwEwrdVxDPwfZvPRfilbREREREREpLJQ8qcUDMOgW23/jvuDJQR7rw8xDdeYNJaEqRipq/1Tdjn04cYPARjdeTRhtjCfyzOyNmHd+bT7taPHu5i1+/hcroiIiIiIiEhlo+RPKXXNH/cn1T/j/gAQ3RFnhycBMHCefPwr23/l+0Ht0Agab8uhdmiE12UczDrIvMR5gJ8Ges5Lw7r1Hgzz5HTure/HbDrS93JFREREREREKiElf0qpW638QZ/91PPnJGfceJwxPQAwsrZh2fy0X8v31aYBzzD0cC02DXjG6zI++e0THKaD/k36065OO98CMh1YE/6OkXsQAGft81xj/IiIiIiIiIhIkZT8KaX8Gb82pyeQ68j1X8EWG45eH2BaXI9CWba9jvFXvP/KDzKn6eTjTR8D/hno2bL3X1gylgNghtTBcd6XYAn1uVwRERERERGRykrJn1JqHtGYmNBo8px5/HFkm38Lj2qPs+PTABiYWNeOAftx/9ZxFosXLw5Y2Yt2L2LXkV1Eh0VzbbtrfSrLOPgj1v1vAWBixRH3FoQ39EeYIiIiIiIiIpVWlUn+xMf71pvGNehz/rg//n30C8DZ9kGctXq76jqaiGXzk36vozhLliwJSLmmafLGmjcAGNVxFOEh4d4XdjQR65pT4wU5m0/GjNYAzyIiIiIiIiIlUfLHA10DmPzBsJ58/KsaAJbtb2Kk/OL/esrQD9t/4KcdPxFiCeG+Hvd5X5D9OLb4ERh5GQA4a1+Ks+EYP0UpIiIiIiIiUrlVmeSPP3Sr5efp3guLjMPZ6Tkg//GvO8F+LDB1Bdix3GM8vOBhAB7u8zBta7f1riDTxLr+PoyM310vw1vhaP1PMAx/hSoiIiIiIiJSqSn544H8x75+S9+C3WkPSB3ONvfjrNMPAOPYTiy/PRaQegJtyoop7M3cS7PoZjza71GvyzH2zcCy53MATGsN7O3eA5v3086LiIiIiIiIVDVK/nigdVRzIkMiyHGcYGvGjsBUYlhx9JyOaXWNj2Pd8Q5G6prA1BUgf6b8yeurXwfgXxf9i+oh1b0ryJmLdfPT7peOnu9B9da+BygiIiIiIiJShSj54wGLYaFrrfZAAB/9AohojbPjc6fq3fAgmM7A1Xe66GgWVQ+H6Gj3ooEDB5Z6d9M0+fv8v2N32rmi7RVc3uZyr0Ox7PoE49guAJyxF2I2ucHrskRERERERESqKiV/PHRqxq/fA1qPs/W9mFGuMYYs6b9i7P7E73V0WfYUjReOZ2H9NLosewoAx1czcN53L46vZri3GzRoUKnL/Hzz5yzbu4xwWzhTL5zqfXCOHCxbXnC/dHZ82vuyRERERERERKowJX88dGrGrz8CW5HFhqPb6+6X1t8eh9x0v1aRmnsUq2Fhf9tqpOYedS/3JNlzuvTsdCb/PBmAx/s/TrPoZl7HZtnxPkb2AQCcDa/ArNXT67JEREREREREqjIlfzzUrZYr+bMx7Q+cAX4Uy6x3Ac4m1wNg5P6F5Y9nA1qfr55c+iTJx5NpV7sdD/Z+0PuC7EexbP2n+6Wjw1O+ByciIiIiIiJSRSn546G46JaEW6txzH6c7Zm7Al6fo/PLmFbXgMmWxHfgyG8Br9Mbvx78lffXvw/Amxe/Sag11OuyLNvfxjiRDOBKftXs7JcYRURERERERKoiJX88ZLPY6FIWgz7nq94Y5zmuqdINnFg3PASmGfh6PeBwOrj/p/sxMRnVcRQXNLvA+8Jyj2BJeA0AEwuO9k/4KUoRERERERGRqknJHy/kD/q8MdDj/pzkbPsgZoRrinPLX79g7PvavW7x4sVlEsPZvL/+fdYfXk90WDQvD37Zp7Is2/+NkXcEALP5zRDVzg8RioiIiIiIiFRdVTL5ExNSgwY7TxATUsOr/fOTP+sDMONXkckcaxiOrq+eerlpEthdAzQvWbLE7zF44vDRwzy59EkAnhv4HLERsd4XduIvLNv+DYBp2HC0f9wfIYqIiIiIiIhUaVUy+bOwzwTOT67Jwj4TvNq/ay3XFOwbUjdj+vkRrOKSOWaDS3E2uBQAI+cgli0v+rVeb01eNJmMExl0b9CdO7vd6VNZloRXMU4mtZwtbocaLfwRooiIiIiIiEiVViWTP75qX7MNoZZQMvKy2HV0X5nV6+j6Kk5CALAkvA5Z28qs7qIs2b2ELzZ/gYHBWxe/hdVi9b6w7EOuAa0B0xKG85zJfopSREREREREpGpT8scLodZQOsW4xqIpk0Gf80W0ZmlyTwAMMw/rxglAcAZ/znXkMm7+OADuPvduujfo7lN5lq0vYziyAXC2GgvVG/sco4iIiIiIiIgo+eO1brVPPfpVVrose4qnLO04ZIkEwHL4J9pFJpZZ/ad7ffXrJKQmUK96PZ4d+KxvhR3bg2XHdABMa3Wc7Sb6IUIRERERERERASV/vHZqxi//JX+6LHuKhfXT6LLsqSLXp+YeJbFtJE+G93Mvu7zBQnDk+C2G0th9ZDdTlk8B4OWhL1OzWk2fyrNueRHDzAPA2eZ+qFbP1xBFRERERERE5CQlf7yUn/zZkPaH3wZ9Ts09yv621UjNPXrW7b4PaY2z7kAAaoUewbLrI7/UX1oP/+9hsu3ZDGg6gFEdRvlWWNZ2jN2fAGCGROOMG++HCEVERERERETOburUqQwePJgmTZrQpk0bbrrpJrZv337GdmvWrOHKK6+kUaNGNG3alEsvvZTs7Gz3+vT0dO68806aNm1Ks2bNGDduHEePnv17fVlT8sdLHWvGYTWspOSksv/4oYDVU+TU74aBo+s/3S8tvzwGpiNgMZzuh20/8OP2H7FZbLwx7A0Mw/CpPOvmpzBOxu5s+yCExvghShEREREREZGzi4+PZ8yYMSxYsIDZs2eTl5fH8OHDOXbsmHubNWvWcN111zFo0CAWLlzIzz//zJ133onFciqdcuedd7J161Zmz57NjBkziI+P58EHHwzCERXPFuwASsPpdBb4vzdM08ThcJz5Ov/HQyFGCO1rtuH39K2sS/mNhtViS7/zWeoz3Zu4tlm8eDEDBgw4c31kJ2z7amE0ScOIOI6ZMg9n7Us8jsEssOjs5+FY7jEeWvAQAA/2epC4WnEl7nM2lqT/Ydk/yxVHaG3yWt5b8ntReL0P9XstGDF4WofD4X5vfHmPKiUvzqXf6wj0Z0jv+SlqO1VLINpSeWjPnsYQJGXednytp6j9y/pclpP3TopRFvcMFGo7ZVSnT3WUh/tvT9cHos5A7y9nVdzfnPyncjIzMwt0VAgLCyMsLOyMcmbNmlXg9bRp02jTpg0bN26kXz/XcCuPP/44d999Nw899JB7uzZt2rh/T0hI4Oeff2bRokV069YNgJdffpkbbriB5557jgYNGvhyqH5TIZI/e3bvBmDXrl1el5GXl8eOHTvOeG3PysKWnOxVma1CmvE7W1mUuJz2uS1LvZ89K6vo5XY7VsOCw3SSkJAAQG5urvv3wuvbb2pMSJM017pdb7IrvQ2UsieOPSvLXR5QoM7ivPHnG+zN3EuD8AZcW+faErc/G8OZQ1zive7X++qMI33nIeDsvagKv1fFnctACkYMnn5GT48pMTE4g4KXV76cS3/VUbhMb69BpS2/KlPbqVoC0ZbKQ3v2NIZgK6u24+u5Luq8+fv98yYGKT/K4p7hdImJiWVeZ2mUx/vvwgIRUyCuMeJ/hf/mGIZBs2bN6NixY4HHriZNmsTkyZNLLC8zMxOAmBjXEykpKSn8+uuvXH/99Vx00UXs3r2bNm3a8I9//IPzzjsPgLVr1xIdHe1O/AAMHDgQi8XCunXruPzyy30+Tn+oEMmfZs2bs3vnTlq0aFGga5UnQkJCaNWq1ZmvGzaEyEivyhyQ14fvkuez1zxYoOwSNWxY5GLbQRsWw4JhOomLiwMgNDTU/Xvh9dbDdTBTIzBqH6W6PYHW9Y5gRvUodQz55QEF6izK1r+28mnipwD8+5J/07VN11IebNFsfzyFLW8/AM46/anX+xHqlSZxVfi9KuZcBlQwYvD0M9qwIQ6Hg8TERFq3bo3Vag1MXBWRF+fS73UULtPLa1Cpy6/K1HaqlkC0pfLQnj2NIUjKvO34eq6LOm/+fv+8iUHKj7K4Z6BQ2ymjOj1SHu+/CwtETIG4xojfFPc3xzRNcnNz2bx58xk9f0ridDp59NFH6d27N+3btwdg98mOKC+99BLPPfccnTp1YsaMGVx99dXEx8fTqlUrkpKSqFu3boGybDYbMTExJCUl+eFo/aNCJH/yEz4Wi8XrmwnDMArs636d/+OF7nU7A7Ax/Q/P4jrLtoZ7E2vBOItabxiYm5tjXOCacSzk8Ac4Ynp7FINRYFHRcZmmyYP/e5A8Zx6XtbmMq9tdXbo6ipPxB9ZtU11lGyE4ur+N1VbKj2LhGIPxxSwYMXhax2nbW61WfYE9nQ/n0m/7BPozpPf7FLWdqiUQbak8tGdPYwiyMms7vtZR1P5lfS7L2XsnhZTFPUOB3b1oO8Foa+Xh/tvT9YGoM9D7S6kUbjf5j31FRUV5PD7thAkT2LJlC/PmzXMvyx965tZbb+Wmm24CoHPnzixdupTPPvuMp54qeqbu8kgDPvugc8w5GBgcPJ7E4eNl203YbVd9zGOuLKaRthCO7yhhB899+ceXLN27lHBbOFMvnOpbYaYT67r7MEw7AM52EyHqHD9EKSIiIiIiIuK5iRMnMn/+fH744QcaNWrkXl6/fn2AM56SiYuLY/9+15MssbGxpKSkFFhvt9tJT08nNtaDsYEDTMkfH9QIqU5ctOtxrw1pfwQnCNOCubkJAAYmloMf+rX4IzlHmPTzJAAe7fcoLWq28Kk8Y9fHWFLjATAjWuM8p+TnLkVERERERET8zTRNJk6cyJw5c/j+++9p1qxZgfVNmzalQYMGZ4wtlJiYSJMmru/hPXv2JCMjg40bN7rXL1u2DKfTSffu3QN+DKWl5I+PutXuCMCG1M3BCyKhEaY1AgBLyjeQ+5ffin5q6VMkHUsirnYcD/d52LfCcpKw/nYq2eM4902wVvMxQhERERERERHPTZgwga+//prp06cTERFBUlISSUlJZGdnA65hWMaNG8d7773H//3f/7Fz506mTJnC9u3bGT16NODqBTRkyBAeeOAB1q1bx6pVq3jkkUcYPnx4uZnpCyrImD/l2bm1O/Llzu+Cm/zJs+GMHYn14AcYzhNYDn+Ks+lDJe9XgvWH1vPuuncBeGPYG4RaQ30qz7rpEYy8IwA4m47CjB3ia4giIiIiIiIiXvnoo48AzpiR6+2332bUqFEA3HPPPeTk5PDYY49x5MgROnTowOzZs2nR4tRTMdOnT2fixIlcffXVGIbBlVdeyUsvvVR2B1IKSv74KL/nz8ZgJH+io1nkcDDYasXZ8DYsB/+DgQPLoU9xNhoL1vCz7l47NILU3KM0257L0Q61CqxzOB3c/9P9mJiM7DCSQc0H+RSqkbQQy94vATBDYnB0+adP5YmIiIiIiIj4Ij09vVTbPfTQQzz0UPEdLGJiYvjggw/8FVZA6LEvH3Wp5ZoCbs+xA6TmlO6D4y+Or2awqEN7HF/NgLBGmHVc2UrDnoYl+ZsS99804Bn2D32NoYdrsWnAMwXWfbDhA3499CtRYVH8c4iPiRpHNtb1fz/1svOLUK2eb2WKiIiIiIiISKko+eOj6NAoWkc2B2BjsAZ9PsnR6E7375aDH4Lp8KqcpKNJ/GPJPwB49oJnqR9R36e4LFtewjjqGiDLWacfZotbfSpPREREREREREpPyZ/TxMfHe7Vf19odAFif+rs/w/FcREd2ZzQGwMjZ5Zr63QuPLn6UjBMZdKvfjbvPvdu3mDK3YNn6KgCmEYKj+9tg6GMnIiIiIiIiUlb0Lfw03iZ/zq3dCQjyjF8nrT7Yzf275cB0j/dftmcZn/3+GQYGb138FlaL1ftg7Mewrr0Lw8wDwNluPES19748EREREREREfGYkj9nUdpk0KlBnz177Gvx4sUex1TYwIEDC7zeeaQpZngbACxZv2Jkrit1WbmOXMbNHwfAnd3upGfDnt4HlpuOddklWNJWA2DWaIXznEe9L09EREREREREvFIlkj/WsffQb9s2rGPv8Wi/0iZ/utZyPfaVmLWb9BMZpS5/yZIlHsVTlEGDCs/CZRQa+6f0I46/seYNtvy1hbrV6/LcwOe8DyonCduSoVhSVwFghkTj6PPfEmcfExERERERERH/qxLJH7Ky6J+dA1lZASm+drUY2kW3BmDxIe8eHStVPaERNN6WQ+3QiLNuZ9a9CjOkLgBG6k+QvbvEsvdk7OH55c8D8NKQl4gJj/EuyGN7sC0ehJHhGv/IDKuHfeD/MGv50ItIRERERERERLxWNZI/ZeDChucD8L+DywJWx6YBzxQ5LfsZLGE4G94KgIGJ9cB7JZY9/n/jOZ53nP5N+nNzx5u9CzAvA9uSC90ze5nhTbAPWgQ1u3pXnoiIiIiIiIj4TMkfP7mw0QAAFh5YhmmaQY4GnPVvxrS6eggZSV/D8R3Fbrvdsp3vt32PzWLjzYvfxDAMr+q0bH4a4/huAMyI1tgHL4bItl6VJSIiIiIiIiL+oeSPn5wf25tQSyh7jh1ge+auYIcDtmicjVzTtBs4sO59tcjNjucd53+2/wHwQK8H6FC3g3f1pW/AkvgOAKa1OvYB86B6U+/KEhERERERERG/UfLHT2qEVKd/rGtcm0A++uUJZ8M7MEPqAGBJnYeRtf6MbV5a8RIZRgZNoprweP/HvavIdGJd/3cMnK562z8ONZp5HbeIiIiIiIiI+I+SP340NH/cnwO/BDmSk6zVcTZ50P3SsvslOO2RtITUBF5b9RoAr134GhElDCRdHGP3J6emdI+Mw9n2Ae9jFhERERERERG/UvLHj/LH/Vl6eCW5jtyA1DFw4ECPtnfGjsCs1gIAS+YajPQl7nVvrX2LPGcerRytuKrtVd4FdCIV62+PuV86zn0DLKHelSUiIiIiIiIifqfkjx91imlHbLU6HLMfZ2XyOp/Le2f3Yn4PSeed3YvdywYNGuRZIZYQHM0mul/mbHkSTAdO08n3274HoLuju3eDPDvzsP72KEZuqutlkxsw63kYn4iIiIiIiIgElJI/fmQxLAw92ftngR/G/bmn+SA65cVwT3PfEipm7UtwRnQBIIJ9WHa/wKad33Po6CGiwqJobjYvfWHpG7D88RzWpRdj+64ult0fu+qwReLo8k+f4hQRERERERER/1PypxhDV73KL/WOMHRV0bNkFbvfyXF/Fh4sH+P+xMfHg2HgbD7Zvcx68EN6rb+BZY1havM2hFscpSrLkvgOIQt7Y/3zOSzJizAcx93rnB2fhfCGfo9fRERERERERHyj5E8x0vOOcahlGOl5xzzab2jD/gBsSN1McvZfgQjNI/Hx8QCY0efhaHhngXXnh8MdznXc1+o/cHTHWcsxDnyHZcODBZaZ4Y1xNhmB/byvcLa5z69xi4iIiIiIiIh/KPnjZ7HhdelSqz0APx9aEeRoCnK2eJx31o/mYN2/8eeJU8vrhqVhWzQAI21tkfsZf63EuuoWDFwzhTla30fepduxX74TR59PMRtfUxbhi4iIiIiIiIgXlPwJgAsbusb9+d+BpUGNo6hH146ciOa947XosBceoD9mZDsAjBMpWJcMxTj4Q8FCshKwrrgGw5kDgLPpKJxdp0KNZmV1GCIiIiIiIiLiAyV/AiB/yveFB3/BNM2gxVHco2v/t3c+AJ3a/g374KXsPNYUAMORjXXF9ViXX401fgTWlaOwLb0EIzcNAGe9wTh6vg/ezAwmIiIiIiIiIkGh5E8A9K3Xneq2cA5np/B7+lafyho4cKB/gjopzZLJprQ/sRgWLmtzGYTG8J/dI3A2HQmAgRPLoblYDnyLZf8sjOz9AJjRnXD0/QosoX6NR0REREREREQCS8mfAAizhnFB/T6A77N+DRrk2zTvp7OOvYfsjNUAnN/kfOpUrwOAw7Th6PUxjnMew7SEnbGfWaMV9vO/h5Bov8UiIiIiIiIiImXDFuwAKqsLGw5g3v7F/O/AMh7ueFeww3HJymJTu0MAXB13dcF1hgVnx6dxtpsIeZlgOlw/OCG8kXr8iIiIiIiIiFRQSv4EyNCG5wOwPGkNx+3ZVLeFBzkiSArNZUV0JgBXxl1Z9Ea2Gq4fEREREREREakU9NhXgMRFt6JpjUaccObyy+HVwQ4HgO/rpmEa0CMjgiZRTYIdjoiIiIiIiIiUASV/AsQwDHfvn9KO+1M7NILG23KoHRrh93iO5R3n1eauwZuvSa7t9/JFREREREREpHxS8ieA8qd8X3BwWam23zTgGZ5vN5xNA57xeyyPrXuJxOo5NM4JZez+Bn4vX0RERERERETKJyV/Amhwg35YDAtbjmxn/7FDpdrHn7N75cs6foB3tv4XgA+2xFHTrqGeRERERERERKqKKpv86du3r8f7xMfHe7R9TFg0Pet0AXyf8t1bdscJ9icvB+DevQ24MC0mKHGIiIiIiIiISHBUjeRPZCTLw6tBZKR7UVkkf+DUrF//O1C6R7/87cBfq7A7jtM6sjkvHe54xnkAGDhwYFBiExEREREREZHAqxLJH8e777CibVsc775T5nVf1OgCAH4+tByH0xHQuqxj76Hftm1Yx94DQMbRXaRnJQIGH53/GtWmTS/yPATiUTMRERERERERKR+qRPIHvOvpU5LS9ATqWacL0SGRpJ04woa0zX6PoYCsLPpn50BWFv/dPpN9Sa7eRnVrdqJPve6BrVtEREREREREyiUlf3xQmuSPzWJjUMN+ACwog0e/nJj8o9VuxqyYiImTmhEtqFera8DrFREREREREZHyqcokf4LpwpPj/pw+6HOXZU+xsH4ajReOp8uyp/xST7bFwciOW3ix5X4A6sZ0oVnsICyG1S/li4iIiIiIiEjFo+RPGRjacAAAq5LXk5mbBUBq7lH2t62G1bCQmnvUp/KP5BzhzT8/out5G/gm9i9CnAYf9n+N+rXOxTAMn+MXERERERERkYpLyZ8y0CKyCa2jWmA37czbv9hv5W5K2sS9c++l+ZvNGb/mWRKr5xCdF8KCLb0Y3fpav9UjIiIiIiIiIhWXkj9lZESLKwB4bfN7mKbpdTm5jlxm/DGDgf8dSM8Pe/LBxg84nnec9jXb8maf53gw8zb6vfKVv8IWERERERERkQrOFuwAqor7z7mN1//4gI1pf/DTjp883t9pOnlt1Wu8seYNko4lAa7BpK9qexX3dL+H822tMAyDV3981d+hi4iIiIiIiEgFpp4/ZaR2tRjujrsZgBdXvOhx759PNn3C44sfJ+lYEg0iGvDE+U+QeF8iXw7/kgHNBhQ5tk9MSA0a7DxBTEgN97JAzHomIiIiIiIiIuWXkj/FKCpx4qsHOowhzBLKqgOrCM9Oo/G2HBymk9qhEfyZ8id3/HAH8fvOnD7+r+N/8ejiRwGY3Hcyifcl8sT5T9AwsuFZ61vYZwLnJ9dkYZ8J7mVK/oiIiIiIiIhULUr+FKOoxImvGlSvx+1tRwLQ+uhhhh6uxf6hr/Fpu2sZ+tlQPv39U678+kq2/LWlwH7/WPIP0rLT6FC3A0+c/wQh1pBS16lkj4iIiIiIiEjVpuSPH8XHn9lrp7DxHe/GZrGxaPciDhgH2HB4Axd9fhF/Zf+FzWIj80Qm13x9DanHUwFYtX8VH238CIC3Ln7Lo8QPKPkjIiIiIiIiUtUp+eNHJSV/4uPjaRrRiJs63gTA/2z/4+IvLiYtO42eDXvy212/0aJmC3Ye2cmI2SPIzsvm/p/uB+CWzrfQr0m/EmNQskdERERERERETqfkTxnKTw5NPG8iFsPCIcsh0nPS6dOoD3NHzqV1rdZ8e/23RIVFsWzvMnp91Ivfkn8jploMLw56sVR1KPkjIiIiIiIiIqdT8icI2tZuyw3tbwCgX+N+zBk5h+hq0QC0r9uez67+DIthISE1AYApg6ZQt0bdoMUrIiIiIiIiIhWXkj9lZOiqV/ml3hGGrnoVgDeHvclVeVcx58Y5RIZFFtj24lYX88qQVwDo06gPt3e9vczjFREREREREZHKwRbsAKqK9LxjZLYMw5F3DIDoatG0d7anekj1Ircf12sc5zc7n5Y1W2IxlKMTEREREREREe8oq+An1rH30G/bNqxj7/FbmV1juxIVFuW38kRERERERESk6lHPH3/JyqK/xQJOZ7AjERERERERERFxU88fEREREREREZFKTMkfEREREREREZFKTMkfXOP1WG+62e9j9oiIiIiIiIhI+TR16lQGDx5MkyZNaNOmDTfddBPbt28vclvTNLnuuuuIiYlhzpw5Bdbt27ePG264gYYNG9KmTRueeOIJ7HZ7WRxCqSn5A5CVBRYL/bNzXL+LiIiIiIiISKUWHx/PmDFjWLBgAbNnzyYvL4/hw4dz7NixM7Z95513MAzjjOUOh4MRI0aQl5fH/PnzmTZtGl9++SUvvPBCWRxCqVWIAZ+dJwdRdgZiMGWHA6sJYLpem643D1yZvfzfC7++aM1UIuplMG/lKyzo9fCpMk7bvzDTXWXR5ft6HAHdvrwoHHcwjiMYMXjx/uZ/tvz2GassyqKtlLRPoD9Des9PUdupWgLRlspDe/Y0hiAp87bjaz1F7V/W57KcvHdSjDK6vy7QdsrjPX15vP/2dH0g6gz0/nJWxf3NMU3Xt+7MzMwCiZqwsDDCwsLOKGfWrFkFXk+bNo02bdqwceNG+vXr517++++/8/bbb7No0SLatWtXYJ9FixaRkJDAd999R7169ejUqROPPfYYTz/9NJMnTyY0NNS3g/WTCpH82bN7NwC7du3ye9n2rCzOcTjAPPnBcJrs2LEDgLy8PPfvYw7PIqruUX5Y8TIf1L+O1Jws0pvacOZksWPHDtrkl3Ha/qdz2B2YhonTdJKQkABAbm6u+3df2ZKTPdreXkF7OBU+zmAcRzBi8OX9TUxM9Hc4FVpZtJWS6ihcpqcxlaSitu9AUNupWgLRlspDe/Y0hmArq7bj67ku6rz5+/3zJgYpP8r6/joxMbFc3tOXx/vvwgIRUyCuMeJ/hf/mGIZBs2bN6NixI0ePHnUvnzRpEpMnTy6xvMzMTABiYmLcy44fP86dd97JK6+8Qmxs7Bn7rF27lvbt21OvXj33siFDhjB+/Hi2bt1K586dPT6uQKgQyZ9mzZuze+dOWrRogcXi5yfVGjbEWrMmRlYWy2tUp5/FSqtWrQAICQlx/34sKY/s1uE4zTxatWqFNcmKxbBgmAatWrXCZrWC1QCH6d7ndKdvHxcXB8CFF17o/t1nkZGebd+woX/qLWuFjzMYxxGMGLx4fx0OB4mJibRu3Rqr1RqYuCqismgrJdVRuExPYypJRW3fgaC2U7UEoi2Vh/bsaQxBUuZtx9dzXdR58/f7500MUn6U0f11gbZTHu/py+P9d2GBiCkQ1xjxm+L+5pimSW5uLps3bz6j509JnE4njz76KL1796Z9+/bu5Y899hi9evXi0ksvLXK/5OTkAokfgLp16wKQlJTk0XEFUoVI/uQnfCwWi/9vJqxWnO+9A8CKV1/lvAkTyK/BMIwC9RnuXaxnvjZOLjHMYmMsvP+QIUP8dhh4el4q6heawnEH4ziCEYMP76/VatUX2NOVRVspaZ9Af4b0fp+itlO1BKItlYf27GkMQVZmbcfXOorav6zPZTl776SQMr6/9qrtBKOtlYf7b0/XB6LOQO8vpVK43eQ/9hUVFVXk+DxnM2HCBLZs2cK8efPcy+bOncsvv/zC0qVL/RNwEGnAZy/FhNSgwc4TxITUCHYoIiIiIiIiIuKliRMnMn/+fH744QcaNWrkXv7LL7+wa9cumjdvTp06dahTpw4At9xyC5dffjkA9erVI7nQY4IpKSkART4mFixK/nhpYZ8JnJ9ck4V9JgQ7FBERERERERHxkGmaTJw4kTlz5vD999/TrFmzAusffPBBli9fzrJly9w/AC+88AJvv/02AD179uTPP/90J3wAFi9eTGRkpP+GefGDCvHYl4iIiIiIiIiIP02YMIFZs2bxxRdfEBER4R6jJyoqivDwcGJjY4vsvdO4cWN3omjw4MHExcUxduxYnn76aZKTk5kyZQpjxowp1VhDZUU9f0RERERERESkyvnoo4/IzMzk8ssvp127du6fb7/9ttRlWK1WZsyYgcViYdiwYdx9992MHDmSxx57LICRe049f0RERERERESkyklPT/fLPk2bNmXmzJn+CClg1PNHRERERERERKQSU/LnNH379g12CCIiIiIiIiIifqXkz2kKJ3+UDBIRERERERGRik7Jn7NQ8kdEREREREREKjolf0opJqQGDXaeICakRrBDEREREREREREpNSV/Smlhnwmcn1yThX0mBDsUEREREREREZFSU/JHRERERERERKQSU/JHRERERERERKQSU/JHRERERERERKQSU/JHRERERERERKQSU/KnjGi2MBEREREREREJBiV/yohmCxMRERERERGRYFDypwz17ds32CGIiIiIiIiISBWj5E8ZUvJHRERERERERMqakj8iIiIiIiIiIpWYkj8iIiIiIiIiIpWYkj8iIiIiIiIiIpWYkj8+0Bg+IiIiIiIiIlLeKfnjAyV/RERERERERKS8U/JHRERERERERKQSU/JHRERERERERKQSU/JHRERERERERKQSU/JHRERERERERKQSU/JHRERERERERKQSU/JHRERERERERKQSU/IngOLj44MdgoiIiIiIiIhUcUr+BJCSPyIiIiIiIiISbEr++EtkJMvDq0FkZLAjERERERERERFxswU7gMrC8e47mPHxOPr2DXYoIiIiIiIiIiJu6vnjR31PS/xYx95Dv23bsI69J4gRiYiIiIiIiEhVp54/HujrSa+erCz6WyzgdAYuIBERERERERGREqjnjwc8Sv6IiIiIiIiIiJQDSv6IiIiIiIiIiFRiSv6IiIiIiIiIiFRiSv6IiIiIiIiIiFRiSv6IiIiIiIiIiFRiSv6IiIiIiIiIiFRiSv6IiIiIiIiIiFRiSv6IiIiIiIiIiFRiSv6IiIiIiIiIiFRiSv6IiIiIiIiIiFRiSv6IiIiIiIiIiFRiSv6IiIiIiIiIiFRiSv6IiIiIiIiIiFRiSv6IiIiIiIiIiFRiSv4ESmQky8OrQWRksCMRERERERERkSpMyZ8Acbz7DivatsXx7jvBDkVEREREREREqjAlf0REREREREREKjElf0REREREREREKjElf0REREREREREKjElf0REREREREREKjElf0RERERERESkypk6dSqDBw+mSZMmtGnThptuuont27e716enp/PII4/Qs2dPGjRoQMeOHZk0aRIZGRkFytm3bx833HADDRs2pE2bNjzxxBPY7fayPpyzqhDJn1Xr1vHISy/Rddgw6nXtytxFizwuY1F8PJeMHk2Lvn05Z9Agbhs/nr0HDgQgWhEREREREREp7+Lj4xkzZgwLFixg9uzZ5OXlMXz4cI4dOwbAoUOHOHz4MM8++yzx8fFMmzaNn3/+mb///e/uMhwOByNGjCAvL4/58+czbdo0vvzyS1544YVgHVaRKkTy53hODq2bN+eFSZO82n/PgQP87cEH6d+zJ4u++oqvpk0j7cgRbhs/3s+RioiIiIiIiEhFMGvWLEaNGsU555xDp06dmDZtGvv372fjxo0AtG/fnv/+979ccskltGjRggEDBvCPf/yDn376yd2zZ9GiRSQkJPDee+/RqVMnLrzwQh577DE++OADcnNzg3h0BdmCHUBpDDzvPJrHxtKiRQsAnE4nDofDvf5Ebi4vvf02382fT0ZWFu1ateIff/87fXv0AGDj5s04HA4eueceLBZXvmvszTdz68MPk5OTQ8hpZfmTaZoF4nQLRH2elhmgYw64wnEH4ziCEYMX72/+Z6/Iz2BVVhZtpaR9Av0Z0nt+itpO1RKItlQe2rOnMQRJmbcdX+spq3s0T2OQ8qOM7q8LtJ3yeE9fHu+/PV0fiDoDvb+cVXF/c0zTBCAzMxPDMNzLw8LCCAsLK7HczMxMAGJiYs66TWRkJDabK52ydu1a2rdvT7169dzbDBkyhPHjx7N161Y6d+5cyqMKrAqR/NmzezcAu3btAuDw4cPs2LHDvf7ld99l94EDPHH//dSJiWHpmjXceP/9fPLqqzRp0IDoGjUwDIM3P/yQSwYOJDsnh4+/+ooenTqxc+dObMnJAYk7Ly+vQJz57FlZfq/L02MIRAxlofBxBuM4ghGDL+9vYmKiv8Op0MqirZRUR+Ey/X0NqqjtOxDUdqqWQLSl8tCePY0h2Mqq7fh6ros6b4G6J/QkBik/yvr+OjExsVze05fH++/CysP3q8LUvstG4b85hmHQrFkzOnbsyNGjR93LJ02axOTJk89altPp5NFHH6V37960b9++yG1SU1N55ZVX+Nvf/uZelpycXCDxA1C3bl0AkpKSPDqeQKoQyZ9mzZuze+dOd8+f+vXr06pVKwD2HzrE3KVL+XXOHOqfPMED+vXj923biN+4kcf696dVq1bMmDaNuydP5pXp03E4HPTo3JnP3niD6Lg4iIwMSNwhISHuOAto2ND/lXl6DIGIoSwUPs5gHEcwYvDi/XU4HCQmJtK6dWusVmtg4qqIyqKtlFRH4TL9fQ2qqO07ENR2qpZAtKXy0J49jSFIyrzt+HquizpvAbon9CgGKT/K6P66QNspj/f05fH+u7Dy8P2qMLXvgCrub45pmuTm5rJ58+Yzev6UZMKECWzZsoV58+YVuT4zM5MRI0YQFxdXYiKpPKoQyZ/8R7VO/3/+G7xt504cDgf9rrmmwD65eXnUqlkTq9VK0l9/MfH55xlxxRUMv+QSjh47xsvTpnHnpEnM+v57jADdoBiGUfTNTyDq87TMivqFpnDcwTiOYMTgw/trtVr1BfZ0ZdFWSton0J8hvd+nqO1ULYFoS+WhPXsaQ5CVWdvxtY6yukfzNAYpP8r4/tqrthOMtlYe7r89XR+IOgO9v5RK4XaT/9hXVFRUgeRPSSZOnMj8+fOZO3cujRo1OmN9VlYW1113HREREXz22WeEhIS419WrV49169YV2D4lJQWA2NhYj44nkCpE8udsjmVnY7VaWfjll+7kUL4a1asD8J+vviIqIoKnHnrIvW7aCy/Qddgw1q1bRw9lZUVERERERESqFNM0eeSRR5gzZw4//PADzZo1O2ObzMxMrrvuOkJDQ/niiy+oVq1agfU9e/bktddeIyUlxf241+LFi4mMjCQuLq5MjqM0Knzyp1O7djgcDv5KS6PPuecWuc3xnJwzEkPWk6+dTmfAYxQRERERERGR8mXChAnMmjWLL774goiICPcYPVFRUYSHh5OZmcm1117L8ePHee+998jKyiLr5HhOderUwWq1MnjwYOLi4hg7dixPP/00ycnJTJkyhTFjxpTqcbOyUiGSP8ciI9mSkUF2WhoAe48e5ffUVGJiYmh13nlce+213P/00zz99NN06tSJ1NRUfvnlF9q3b8+FF17IhVdfzXuffcarX3zB8OHDOXr0KFNeeIEmTZrQqVMnCA8PSNzdr7ii7J71rCq9l8rDcQYjhvJw3JVFWZxLT+vQ+xs4OrdVSyDe7/LQnvU5LprOtQSa7vlcykNMei8kQD766CMALr/88gLL3377bUaNGsVvv/3Gr7/+CsC5hTqbbNq0iaZNm2K1WpkxYwbjx49n2LBhVK9enRtvvJHHHnusbA6ilAwz/6G4csg0TTIzM/n111+57rrrzlg/YsQI3nzzTfLy8pg6dSozZ87k0KFD1KpVi+7du/PII4+4R+n+9ttveeutt9ixYwfVq1enR48ePPHEE7Rp06asD0ukTDgcDhISEoiLi9O4JSIeUNsR8Y7ajoh31HZEPFdcuzFNk+zsbI/H/KkKKkTyJzQ0lG3btumCKOIB3UiIeEdtR8Q7ajsi3lHbEfGckj+es5S8iYiIiIiIiIiIVFQVYswfEREREREREZHKJDs7m7CwMPcEVUuXLuX333+nbdu2XHTRRX6tq1wnf/Ly8tz/t1qtOByOIEckUnE4HA61GxEvqO2IeEdtR8Q7ajsiniuu3eS/zsvLIzQ0NBiheeTCCy9kzpw5REdHM3XqVJYsWcKFF17If/7zH3755Reee+45v9VVrsf8yc3NJTs7O9hhiIiIiIiIiEgFER4eXiGSP+eddx4rV64EYNCgQcyfP5/Q0FCcTifnn38+K1as8Ftd5brnTz6r1cquXbto1aqVBkETKSWHw8GOHTvUbkQ8pLYj4h21HRHvqO2IeK64duN0OsnNzfW63H/96188++yzjB07lhdffBGAnJwc/vGPfzB79mxyc3MZPHgwr776KvXq1XPvt2/fPsaPH8/y5cupUaMGI0eO5KmnnsJmO3vKpW7duqxevZrevXtTv359UlNTadCgAVlZWV4fQ3HKdfIn/0RZLBacTicWi8X9LJyInJ1pmmo3Il5Q2xHxjtqOiHfUdkQ8V1K7KSnpUpT169fz8ccf06FDhwLLH3vsMRYsWMDHH39MVFQUjzzyCKNHj2b+/PmAKxE1YsQIYmNjmT9/PocPH+aee+4hJCSEJ5988qx1vvXWW9x7772EhoZSvXp1zj//fLp27cpff/3Fs88+6/ExnE25Tv6IiIiIiIiIiATS0aNHueuuu/j3v//Nq6++6l6ekZHBZ599xvTp0xkwYADgStj07t2btWvX0rNnTxYtWkRCQgLfffcd9erVo1OnTjz22GM8/fTTTJ48+ayPnzVt2pQff/yRrVu3snPnTm644QYaNGjAueee6/eegBUi+ZM/aJMGQRMpPbUbEe+o7Yh4R21HxDtqOyKeK67dOJ1OALKysjAMw708LCyMsLCwYsubOHEiF110EQMHDiyQ/Nm0aRN5eXkMHDjQvaxt27Y0btzYnfxZu3Yt7du3L/AY2JAhQxg/fjxbt26lc+fOJR5Pu3btaNeuXYnb+aJCJH92794NQGJiYnADEamA1G5EvKO2I+IdtR0R76jtiHiucLuxWCw0bdqU3r17k5SU5F4+adIkJk+eXGQZ33zzDZs2bWLRokVnrEtKSiI0NJTo6OgCy+vVq+cuPzk5uUDiB1xj+eTv74nU1FQ+++wz1q5dS3JysruuXr16MWrUKOrUqeNReacLWPLnpZde4uWXXy6wrE2bNqxZs8bjspo3b87OnTtp3bq1BkETKSWHw0FiYqLajYiH1HZEvKO2I+IdtR0RzxXXbpxOJ3l5eaxevfqMnj9F2b9/P48++iizZ8+mWrVqAY/7bNavX8+1115L9erVueCCC2jVqhUAKSkpvPfee7z++ut88803dOvWzavyA9rzp127dnz33XenKvNi0CXA/WZarVavLoiWsfdCWhrUqoXz3WlexSBSUXnbbkSqOrUdEe+o7Yh4R21HxHOF241hGOTl5REZGVmqAdQ3bdpESkpKgce6HA4H8fHxTJ8+nW+++Ybc3FwyMjIK9P5JTk4mNjYWcPXMWbduXYFyU1JSANzblMakSZO46qqr+Ne//lUgcQWuAa4feughJk2axIIFC0pd5ukCmvyx2WweHWzApKVhNGqIeeBgsCMRERERERERkXJgwIABrFixosCy+++/nzZt2vDAAw/QqFEjQkJCWLp0KVdeeSUA27dvZ//+/fTs2ROAnj178tprr5GSkuJ+3Gvx4sVERkYSFxdX6lg2b97M22+/fUbiB1xJrXvvvZcLLrjA20MNbPJn586dnHPOOYSFhdGzZ0+efPJJmjRpUuz2J06c4MSJE+7XpmkGMjwRERERERERqaIiIyNp3759gWXVq1enVq1a7uU333wzjz/+ODExMURGRvLII4/Qs2dPd/Jn8ODBxMXFMXbsWJ5++mmSk5OZMmUKY8aMOesg04XVq1eP9evX07Zt2yLXr1+/3p1c8kbAkj/du3fn7bffpnXr1iQlJfHyyy9z6aWXEh8fT2RkZJH7/Otf/yowTlBERASbN28OVIgiIiIiIiIiIsV64YUXsFgs3HLLLeTm5jJ48OACM4JZrVZmzJjB+PHjGTZsGNWrV+fGG2/kscce86ie+++/nwcffJCNGzcyYMAA9yDSycnJLFu2jP/+9788++yzXh+HYZZR95qMjAw6derElClTGD16dJHbFNfzJyQkhO3btxMXF+fdmD83jHQ/9uX8eoZ3ByBSwTgcDhISErxuNyJVldqOiHfUdkS8o7Yj4rni2o3T6SQnJ6fUY/6UN7Nnz+add95h48aN7mnsrVYrXbt25d577+Waa67xuuwym+o9Ojqa1q1bs3PnzmK3CQsLK9Atyul0kpWVVRbhiYiIiIiIiIgEzfDhwxk+fDh5eXmkpqYCULt2bUJCQnwuu8xSYUePHmXXrl3Ur1+/rKoUEREREREREalQQkJCqF+/PvXr1/dL4gcCmPx54oknWLFiBXv37mX16tWMHj0aq9XKtddeG6gqRUREREREREQqnf3793P//fd7vX/AHvs6cOAAY8aMIS0tjTp16tC7d2/+97//UadOnUBVGVSWsfdCWhrUqoXz3WnBDkdEREREREREKon09HS+/PJL3nrrLa/2D1jy56OPPgpU0eVTWpp7UGkRERERERERkdKaO3fuWdfv2bPHp/LLbMBnERERERERERE5080334xhGJxtQnbDMLwuv+LNfSYiIiIiIiIiUonUr1+fTz/9lLS0tCJ/li5d6lP5VbLnz+hf3yc19xi1Q2vwaY+7SrWPp2P6aAwgERERERERESmNLl26sHHjRi699NJitzlbr6CSVMnkT2ruMcLDwkg9caz0O3k6po/GABIRERERERGRUhg3bhzHjx8vdn3Lli354YcfvC6/SiZ/RERERERERETKi759+551fY0aNejXr5/X5WvMHxERERERERGRSqxC9vzReDoiIiIiIiIiIqVTIZM/lWE8nfxBpwGPBp4WEREREREREfFExUz++Jm7JxGUWW+i/EGnAc8GnhYRERERERER8YCSP+DuSQSUujeRN9PFi4iIiIiIiIiUNQ347CX3dPG56rUjIiIiIiIiIuVXpej5o144IiIiIiIiIiJFqxQ9f9QLR0RERERERESkaJUi+SMiIiIiIiIiIkVT8qcYo399n0vj/8XoX98PdigiIiIiIiIiUkXEx8dz1113cdFFF3HwoGtSqhkzZrBy5Uqvy6yUyR/L2Hux3DDSNYW7l4LxKJkSTiIiIiIiIiJV1/fff891111HeHg4v/32G7m5uQBkZmYydepUr8utlMkf99TtaWnBjsQjGrtIREREREREpOp69dVXmTp1Kv/+978JCQlxL+/Tpw+//fab1+VWzuSPiIiIiIiIiEgFk5iYSN++fc9YHhUVRUZGhtflKvkjIiIiIiIiIlIO1KtXj507d56xfNWqVTRv3tzrcm0+xCQeGP3r+6TmHqN2aA0+7XFXsMMRERERERERkXLmlltu4dFHH+XNN9/EMAwOHTrEmjVreOKJJ5g4caLX5VaI5M9Dm2eQeCyZuuuX82nPipk4cY/nc0Lj+YiIiIiIiIjImR566CGcTidXX301x48f57LLLiMsLIz777+fu+7yPh9SIZI/6XnHqBEeTuqJo8EOpUxZxt7rGrS6Vi2c704LdjgiIiIiIiIiEkCGYTBhwgT+/ve/s3PnTo4dO0ZcXBwRERE+lasxf8qzCjprmYiIiIiIiEh5N3XqVAYPHkyTJk1o06YNN910E9u3by+wTU5ODhMmTKBly5Y0btyYW265heTk5ALb7Nu3jxtuuIGGDRvSpk0bnnjiCex2u0+xhYaG0q5dO7p37+5z4gcqSM8fERERERERERF/io+PZ8yYMXTr1g273c5zzz3H8OHDWbVqFTVq1ADgscceY8GCBXz88cdERUXxyCOPMHr0aObPnw+Aw+FgxIgRxMbGMn/+fA4fPsw999xDSEgITz75pFdx5eTk8Mcff5CSkoLT6Syw7tJLL/WqzIqR/DFP/d/hcBToruRwOApsUNR6T7YvbZm+1nnqdVHLiqtTpPTyPzP67Jwp5L5x7kcq895+M9jhSDmjtiPiHbUdEe+o7Yh4rrh2k58oycrKwjAM9/KwsDDCwsLOKGfWrFkFXk+bNo02bdqwceNG+vXrR0ZGBp999hnTp09nwIABALz11lv07t2btWvX0rNnTxYtWkRCQgLfffcd9erVo1OnTjz22GM8/fTTTJ48mdDQUI+ObeHChdxzzz2kpqaesc4wjCKXl0aFSP6Ypisp4jRNEhISaG86sQJO00lCQgJO58n1zqLXl3Z7PCjT1zrzXxe1rLgyRbyRmJgY7BDKnfapf2Ft3BjH/v1qW1IstR0R76jtiHhHbUfEc4XbjcVioWnTpvTu3ZukpCT38kmTJjF58uQSy8vMzAQgJiYGgE2bNpGXl8fAgQPd27Rt25bGjRu7kz9r166lffv21KtXz73NkCFDGD9+PFu3bqVz584eHdOkSZO46qqreOSRRwqU6asKkfxxZexMLIZBXFwcFsPVJ8ZiWFyvV//kem0pZn0pt/eoTF/rPPm6qGXFlVkWbl3/Ial5R6kdEsHH595RJnVKYDgcDhITE2ndujVWq7XkHaqQYLQtqTjUdkS8o7Yj4h21HRHPFddunE4neXl5rF69+oyePyVxOp08+uij9O7dm/bt2wOQlJREaGgo0dHRBbatV6+eO7mUnJx8RpKmbt267v09lZKSwn333efXxA9UkOQPxqn/F74gul6f2qDo9aXfvvRl+lqncdoWhZeVXCYEZjaw1LxjhIdVI/XEsSLrHP3r+6TmHqN2aA0+7eH9NHNSdqxWq24kzsJqtepzLUVS2xHxjtqOiHfUdkQ8V7jdGIZBXl4ekZGRWCyezW81YcIEtmzZwrx58/wdpkeuvPJKli9fTosWLfxabsVI/kjRTs4GZh44CHieDMr/wguU+ktvau4xwsPCSD1xzLfYRcoRfa5FRERERKquiRMnMn/+fObOnUujRo3cy2NjY8nNzSUjI6NA75/k5GRiY2MBVy+gdevWFSgvJSXFvb+n/vnPf3LrrbeycuVK2rdvT0hISIH1d999t8dlgpI/lUuhZFBJ8r/wAvrSKyIiIiIiIlWKaZo88sgjzJkzhx9++IFmzZoVWN+lSxdCQkJYunQpV155JQDbt29n//799OzZE4CePXvy2muvkZKS4n7ca/HixURGRno1xMQ333zD4sWLqVatGsuXLy/w+JphGEr+yJn0KIuIiIiIiIhI0SZMmMCsWbP44osviIiIcI/RExUVRXh4ONHR0dx88808/vjjxMTEEBkZySOPPELPnj3dyZ/BgwcTFxfH2LFjefrpp0lOTmbKlCmMGTOmVGMNFfb8888zefJkHnroIY8fXTsbJX8qEE+TOXqURURERKTy0T/wiYj4x0cffQTA5ZdfXmD522+/zahRowB44YUXsFgs3HLLLeTm5jJ48GBeffVV97ZWq5UZM2Ywfvx4hg0bRvXq1bnxxht57LHHvIopNzeX4cOH+zXxA0r+VChK5oiIiIiI7glFRPwjPT29xG2qVavGq6++WiDhU1jTpk2ZOXOmX2K68cYbmT17NuPHj/dLefmU/BERERERERERKQccDgdvvPEGixYtokOHDmcM+DxlyhSvylXyR85K3YpFREREREREysaff/5J586dAdiyZUuBdacP/uwpJX/krNStWMobJSRF5HSWsfdCWhrUqoXz3WnBDkdERETEJz/88ENAylXyR4JOX+ZLR19wXJSQFJEC0tIwGjXEPHAw2JGIiIiIlFtK/kjQ6ct8KekLTtAoQSlScShRLiIVTch942if+heW2nV03RIR/vnPf551/SOPPOJVuUr+VCFlcUOsL8lSGRT+HHuaoHS3NSh1e9MXVhE/UaJcRCqatDSsjRvruiUiAPz4448FXufl5bF3716sVistWrRQ8kdKoQxuiEv6kpz/pRoodYJIX4qlrPncG+1kWwNK395KaJ9qByIi5YO/r8fe3BuJSPmg+zMJhGXLlp2xLDMzk/vuu4/LLrvM63KV/JGAKnxBzP9SDZT+i3UQ/hW3cNzl8cKuXlZVjHoziIiUD35O1nt1byQiZaLE9qz7MykjUVFRTJ48mRtvvJGRI0d6VYaSPxJYFeSCeEYipXDc5fA4Suqdcuv6D0k5kYVl9U/UDo0ISoJI/5opIiJVTjm8ZxARL6k9SzmSmZlJZmam1/sr+SM+KY89YrxRGQadPmOcmryj1AgPB4L3L4n618yyo0SbSNEqy98pEZGypGunSPC89957BV6bpsnhw4f5+uuvGTp0qNflKvkjvqmA2XBvBuOtCCpDAku8p0SbSDHKwd8pfYkSkQqnhGtnMIYf0LVUqopp0wp+vi0WC3Xq1GHkyJE89NBDXper5I+UO55e2D3+Q+DNYLxSJI07JKerrIlVEZ8V+hIVjC8wul6LiD8F5R8dy0EyX6QsbNq0KSDlKvkj5Y+nF/ZK+ofA318OAvHFvKL0NtK/FJURJVZFSicIf7cqyvVaRHTfUp4pkS4VmZI/UuFUmYuuv78c+OGLeUnn3h83KwF5fytggrCyfM4ry3FI5VH4MxmIL1m+llkWvei8OQ/l4QtpoGPw5tx7ep3TdVFKVAHvW6oKJdIlUB5//PFSbztlyhSv6lDyRyqcki66uqkqPU/PVYl/8Pxws6I/qi7l8Tx486Wr8HFUhvapwbUrtjPaVqHrll8+o75eC8ugF11J5+FscQX1C2mgY/Di3Ht6XxKI63t5SMwFQmU9LpGKRm0x8H777bdSbWcYhtd1KPkjlU5ZfGkufCPnjy8LwfhSXPhc6cJeOoXPU+FkwOdlEEMgPi8lvv9K7gEaXLuy8+Yzqmtn6VSG5K83vPlMeXyuykNiLhAq63GVQ1W1fUopqS0G3A8//BDwOgKe/Jk+fTpvvvkmycnJdOzYkZdffpnu3bsHuloRt0B8MS98I1dSEqWongJl8S+BHgvChd3XR8mKfXQBAvdFrNB5Kk0ywN83VQH5vFSSP+yFPzP6Yi4BVwZtpzJ8MdM/OJReMM5VRfiMlUWMVfVzWS7uQysB9Q4Wf8nIyODTTz9l27ZtALRr146bbrqJ6Ohor8sMaPJn9uzZ/OMf/2Dq1Kl0796dd999l2uvvZa1a9dSt27dQFYt4haUf6UvRXJAf2RdfH2UrLhHF6B8DTocjMefAtFDrUIo/JmpBEmtsvgyUhG+8FTlm+rK+AilP9pmRfjc+oWP56o056mkv8cllVEW70WZ3Dt5eK6rzGewBMXdc0D5vl4H6h/nQL2DxXsbNmzg2muvJTw8nHPPPReAt99+m9dee43Zs2fTpUsXr8o1TNM0/Rno6YYOHUq3bt145ZVXAHA6nXTs2JE777yzyPnpT5w4wYkTJ9yv80NLGdybmvsOY5omdcIiITUVrFZwOKB2bf46kYVhGMWuL/X2UOoyfa0z/3X+cZ6+LODHWWj92WIo6XUg6vTXcRV7ro/mevx+l7YOf55rX2Pwx3Gn5R7DaTqxGBZqhdbwy3EX5utnrDTt2V/nstTHWYpz7a+25Mk15YwyCyt8nrxd78lxF1L4M+eVEt7vEpkmeXY7ITYbGAakp4PTCRYLxMSU6nPtd54eQ3mtoySFznVhRZ77kt5vH9tW/mcSKP5z6WEMJV1rvWlLJbUdj//mFKWkbQq3nRJi8Ooz52n7LuEzVWz5cKrMwmX46Xod0HvCEs5bUZ/rM8os4bhLW4c/r+cl/h3z9P0uRZ2ebl/ScRd5TfH175Yf+PueMCB/K0s4L9585jy9N/Lm3tcvbSHY8o8zJAR7cnKwowHA4XCQkJBAXFwc1vzrNq6cQ05ODpGRkVgsliBG6L1LLrmEli1b8u9//xubzdVfx2638/e//53du3czd+5cr8oNWPInNzeXhg0b8sknn3DZZZe5l99zzz1kZGTwxRdfnLHPSy+9xMsvv+x+HRERwebNm8nr1oE6uw4EIkwRERERERERKYFZrRr2zMxghwFU7uRPgwYNWLp0KW3bti2wfOvWrQwePJiDB73rBRqwx75SU1NxOBxnPN5Vt25dtm/fXuQ+Dz30EPfee6/7dX5e6khMBByNVs8f9fxRz58y7vnj9x4xRfzrh3r+BK/nj6f/yheQ4y6mV42nn5fTj9vjf0EtvL5w74Uy+Fc9T//lsVS9UTxVyn9R9aVOX4/TaTrLvOdPqd5vH3v+eHNf4mvb8kfPnzPKKNR2vP47d9px+/v9LbGt+uFvSHno+VOe78c86gXiac8ff/SY8XN7LnyuAc+vY77Kvx5AiT0r/XVPWOTf50LXJY//dnrYG+ms56KYa2NJdfqjbfm9J1BR1y0PlfrvWkiI7/FKiSIjI9m/f/8ZyZ8DBw4QERHhdbnlaravsLAwwk4+IwmurF1WVhaPvXEfOVYn2SdymNv3YSw3jHQ/i+v8egaj4v9FeFgY2SdOMLfvQ2esL+32QKnL9LXO/NfAGcsCVWdx688WQ0mvA1Gnv46ruHP90+urPX6/S1uHP8+1rzGMip9KeFg1n47bX5+H0497pJ8/Y6Vpz76fS8+OszTn2l9tyZNriqcxFH6vgnHcpf28nH7cJb3fZwwSXnj92vdJOZFF3bBIPu155vrSfK49Vfi4CivuvTk9hsI8HcegcB2FFVVnSXUUXl/4OEt6LwrXCXj8fgeibZXUNvwVE5S+Lfnr2lm4nQDFvj+Fyyj8r7De/p07/bj9/f4Wfu/OmBTin4t8/hvi7d+Y0z9j/v4bUZ7uxzy5TpZUZonXcy8mhfB3ey58rr26jhUzkYin1/fTP9clXZ99vVcqzd/nkv52njGBQwn7F/f5yG/fpbmOefoZ9KZtFXcd8naMxqLe38KKbQsnz60nf9ck8K655hrGjRvHc889R69evQBYvXo1Tz75JNdee63X5QYs+VO7dm2sVispKSkFlqekpFCvXr1AVSsiInJWJQ0Ympp3lBrh4aSeOOp1HSXdyHmaNCmNwjdyvg6MWpoYSjyXPq6X4PFm0NJb13/oSpyuX86nPcvn4K6FaXDW4PHH7JweX2OKmBSiQgyeXsxEIr58Zsvj9feM98LHgc69ad/BGMC7pFmEPVVU0qu4tqBkTvn03HPPYRgG99xzD3a7HYCQkBBuv/12nnrqKa/LDVjyJzQ0lK5du7J06VL3mD9Op5Nly5YxZsyYQFUrIiISdCXdyAUkKeLhjVxJX3i8iaFCfImSgPFH4lSqkHIyO2d5TIL4qqJei8vFe1EOkyKevp9Kaldcf/75J+3btyc0NJSXXnqJJ598kl27dgHQokULqlev7lP5AX3s69577+Xee++lW7dunHvuubzzzjscO3aMm266KZDVioiISCGFbx4DcZNdLm7cRUSqOF2LK5fC72cweidJ2ejfvz/nnnsuo0ePZvjw4URGRtKhQwe/lR/Q5M/w4cP566+/eOGFF0hOTqZTp07MmjVLj32JiIiUMX0ZEJHyrqL2WAk2nbcqphz2ThL/+PHHH/niiy944oknePzxx7niiisYPXo0ffv29Uv5AZ/77K677uL3338nKSmJhQsX0qNHj0BXKSIiIiIiFYw7SZ2rJLUndN5EKoe+ffvy1ltvsWXLFl5++WX27t3L5ZdfTo8ePXj99ddJSkryqfyKOfG9iIiIiIiIiEglU6NGDW666SbmzJnDr7/+ylVXXcUHH3xAp06duPHGG70ut1xN9V5Y/sjWsaGRnLA6yTHDcDgcmLGxGLVrY9odOB0OGoRGUy00hByzWpHrS7s9UOoyfa0z/zVwxrJA1Vnc+rPFUNLrQNTpr+Mq9lx78X6Xtg5/nmtfY3C9DvXpuP31eQjkZ6w07dk/59KD4yzFufZXW/LkmhLw9hyA4y7t69OP2z/XkNAS/+b4cq4D0bYC9bn252fM1+MEPH6/y6JteRqDP+5LAnXt9P0zdqrtePt3zpPrd1ncIwSqzkDeE5bn+zF/3n97ex58uQf09Z4/ENcxf5zrYPx9Lpt7Yc9iKA/fr3y9dgbimlL4dXngcDiwWq04CsWT/9putxN68rtQRdayZUsefvhhmjRpwrPPPsuCBQu8LsswTdP0Y2x+lZubS3Z2drDDEBEREREREZEKIjw8vMInf1asWMHnn3/ODz/8gGEYXHPNNdx888307NnTq/LKdc+ffCEhISQmJtKmTRusVmuwwxGpEBwOB9u3b1e7EfGQ2o6Id9R2RLyjtiPiueLajWma5OTkBDEy3xw6dIgvvviCL7/8kp07d9KrVy9eeuklrr76amrUqOFT2eU6+RMSEkJ2djaGYWCaJoZhYBhGsMMSqRDUbkS8o7Yj4h21HRHvqO2IeK6kdhMSEhKEqHxz3XXXsXTpUmrXrs2IESO4+eabadOmjd/KL9fJHxERERERERGRyi4kJIRPPvmEYcOGBaQXoJI/IiIiIiIiIiJB9OWXXwa0fE31LiIiIiIiIiJSiSn5IyIiIiIiIiJSiSn5IyIiIiIiIiJSiSn5IyIiIiIiIiJSiSn5IyIiIiIiIiJSiSn5IyIiIiIiIiJSiSn5IyIiIiIiIiJSiSn5IyIiIiIiIiJSiSn5IyIiIiIiIiJSiSn5IyIiIiIiIiJSiSn5IyIiIiIiIiJSiSn5IyIiIiIiIiJSiSn5IyIiIiIiIiJSiSn5IyIiIiIiIiJSidmCHYCIiIiIiIiI+IfD4WDz5s2sWrWK+Ph41q1bh81mo06dOtSuXZs6depQq1atAq9P/z0iIgLDMIJ9GOJnSv6IiIiIiIiIlEOmaXLw4EG2bNni/tm3bx85OTmcOHHC/ZObm+v+PSsri+zsbK/rDA0NLTJRNGbMGLp06eLHo5OypOSPiIiIiIiISBA5nU727NnDli1b2Lp1qzvRs3XrVjIzMz0uLyIigt69e3PeeefRp08fbDYbf/31F6mpqQX+n5aW5n6dkpJCTk4Oubm5HDx4kIMHDxYo84orrvDX4UoRjh07xsaNG+nXr19AylfyR0RERERERKSM7dmzh6lTp7Jq1Sq2bt1abG8dq9VKq1atOOecc2jXrh2tWrUiPDycsLCwM35CQ0OpXr06LVq0wGq1ehzT8ePHCySHTv89Li7O10OWs9i5cydXXnklqampASlfyR8RERERERGp0DZv3sysWbPIzc3FMAz3mDX5vxf1uqhlQ4YMoXfv3gGNNTk5mZdeeon333+f3Nxc9/LQ0FDatm3rTvKcc845nHPOObRu3ZqwsLCAxpSvevXqNG3alKZNm5ZJfVJ2lPwRERERERERvzlx4gS7d++mdevWXvU+8UROTg4vvvgir7zyCna73efynnvuOb799lsuvvhin8vKy8tjwYIFJCcnk52dTXZ2NgcPHuSjjz7i2LFjAAwaNIixY8fSsWNHWrRogc2mr+iVVYsWLc663uFwBLR+fbJERERERETEa6ZpsnHjRhYtWsSiRYtYvnw52dnZ1KlTh8svv5yrrrqKIUOGUK1aNb/Wu2LFCsaOHUtCQgIAw4YNo127du6YCv8Utfz0Zdu3b2fp0qWMGjWKxYsX+zS48Y4dO/jb3/7GmjVrilzfvXt3nn/+eYYMGeJ1HVKx5Obmcvvtt9O+ffsi1+/bt4+XX345YPUr+SMiIiIiIiJe2bVrF2PGjOGXX34psDx/gOGPP/6Yjz/+mOrVqxMTE4PVasVisRT4yV9W+P/NmjXjuuuu45JLLiE8PBxw9aaZP38+n376Kd9++y0AsbGx/Pvf/+aaa67xaYry3NxcrrjiChYvXszVV1/NL7/8QuPGjd3rExISSElJoV+/fsXWY5omn332GQ888ABHjx4lOjqafv36ER4eTnh4ONWrV2fo0KFcddVVmk69iunYsSONGjXixhtvLHL977//ruSPiIiIiIiIlB+mafLxxx8zfvx4jh49SrVq1Rg8eDBDhgxh8ODBtG3bll9++YX/+7//4/vvv+fAgQMcP37cozrWrl3LrFmziIiI4IorriAmJoaZM2eSkpLi3ubWW2/l5ZdfJiYmxudjCg0N5auvvuKCCy5gy5YtXH311cybN4///e9/fPjhh+4E14QJE5gyZcoZyZsjR45w//338/XXXwPQv39//vOf/9CsWTOfY5OK76KLLiIjI6PY9TExMYwcOTJg9Rtmfl+3csg0TTIzMwkNDWXbtm3ExcUF/JlRkcrC4XCQkJCgdiPiIbUdEe+o7Yh4J5htJyUlhYSEBHbu3EmvXr3cj0yVZO/evTzwwAPMmTMHgH79+vHhhx/SsmXLIrd3Op1s27aN7OxsnE4nDofjrP93Op3k5eWxcuVKZs6cyd69ewuUFxsby8iRI7n55pt9ejSrOLt37+b8888nKSkJq9XqHovFYrHgdDoBuPvuu/n3v/+NxWIBYPny5dx6663s3bsXq9XKE088waRJk3Q9DJDi2o1pmmRnZxMVFaWeVYWo54+IiIiIiEgApaSk8Oeff/Lnn3+yZ88eOnXqxNChQ4mNjQ143U6nk71797J161a2bt1KQkKC+/fTp5S22Ww8/PDDPP744+5HrE4vY+PGjfz444/MmTOHDRs2AK6eMs888wwPPvjgWZMcFoul1Iml01155ZW88MILrFmzhpkzZ5KVlcU111zD0KFDAzowcvPmzfn2228ZMmQI2dnZNGnShNtuu41bb72Vn376ifvuu4/33nuPo0eP8s477/Diiy/y8ssv43Q6admyJf/973/p1atXwOIT/1qxYgVvvvkmmzZt4vDhw3z22WdcdtllZ91n+fLlPP7442zdupVGjRoxYcIERo0a5de4brjhBt544w3q16/vl/KU/BERERERkUrPNE3S0tI4cOAABw8e5ODBg6SmpjJgwAB69erll14Cubm5rF69mj/++IM///yTLVu28OeffxZ4TOl0Xbp0YejQobRr144WLVqckXTxxIkTJ9i+fXuB5M7WrVvdPW6K06xZM2rXrs369ev55z//yezZs3n33Xfp0aMHixYtYs6cOcydO5dDhw659zEMg/79+/P666/TqVMnr2MuDcMw6N27d8CnXy+sR48erFy5ksOHD3PBBRe4k1tjxowhIiKC2267jc8//5x58+aRlpYGwOjRo3n99deJjIws01jFN8ePH6djx47cfPPNjB49usTt9+zZw4gRI7jtttt4//33Wbp0KX//+9+JjY316wDeK1euJCcnx2/lVYjkT343u0BPfSZSmajdiHhHbUfEO2o7Eky5ubkcOnSoQGKn8M+hQ4eK/SJ17rnncvfdd3P99dd7nYBZvHgx48aNY8eOHUWub968Oe3bt6dx48asWbOGjRs3smnTJjZt2gTAgw8+yAUXXMDQoUNp3bo1NpuNkJAQbDab+/f8n/T0dBISEtw/W7duZdeuXcW2v5CQENq0aUNcXJz7p127drRt25bq1asD8H//9388+OCDJCYmMnToUKpVq1bgfNWoUYOhQ4dy6aWXMmzYMHevpcrc5vPPFRQ8zvzPyc0330xaWhrR0dG8+eabXH/99WdsK4FR3N+c/FFtMjMzCyR0w8LCCAsLK7KsCy+8kAsvvLDUdX/00Uc0bdqU559/HnB9TlatWsU777xTrmdvqxBj/uzZs4dyHKaIiIiIiATY1q1b2bJlC8nJyWf8pKenl7qcmjVrUq9ePerWrUtoaCgrVqwgNzcXgOjoaLp27Urt2rWpU6dOgf/n/144OZSWlsbUqVP58ccfAdegrZ06daJly5a0atWKVq1aFdmrJzU1lVWrVhEfH8/KlSvdvUd8ERERQYsWLWjevDktW7akRYsWtGjRgkaNGpXqManMzEzeeOMNZs2aBUCDBg244IILGDBgAD169CA0NNTnGCuT/OntR44cScOGDYMdjuDqKdasWTM6duzI0aNH3csnTZrE5MmTS9w/JiamxMe+Lr30Urp06cKLL77oXvb555/z6KOPnjE+lS+aNGnCL7/8QvPmzf1SXoXo+dOyZUt27NhB69atNWCWSCk5HA4SExPVbkQ8pLYj4h21HQmUtWvX8vzzz7NgwYKzbhcaGkrDhg1p2LAhDRo0cP+e/9OoUSMaNGhAtWrVCuyXPx35+++/z759+1i6dOlZ64mIiCA2NpbY2Fjq1avHsmXLSEtLwzAM7r77bp555hmioqJKdWx9+/blgQceYNu2beTk5PDzzz+zZMkSUlNTycvLIy8vD7vd7v7d4XCQl5dHeHh4gR48+b83aNDA58fXPv30U5555hlycnI455xzNGjuWcTFxTFixIhgh1ElFfc3xzRNcnNz2bx58xk9f/wlOTmZunXrFlhWt25dsrL+v727DqsifRs4/j2HklQQQcFOULGwA9vFXBV17Y61XTvWXrvXFjvXdnXBDsy1xViwBZtQujnn/YP3zE/WWEURwftzXVzKzJyZZ4DnzJx77ud+womOjv6s4ZupKV0Ef3S/TD09PbmZEOITSb8RImWk7wiRMtJ30p+goCB2796NnZ0dVatWJXPmzF90/1qtlhUrVrBmzRr09PQwNzfHzMwMMzMz5f///tfMzAyVSsWyZcvw9PQEkv62atWqRa5cuZRgzpuBnaxZs6YoUGFra8uIESMYOnQoJ06c4OHDh7x48YKXL18m+3r+/DnR0dFEREQQERGRbHiXk5MTS5cuTXGRX7VaTenSpSlbtiwjRoxI0T6+pEKFCqV1E4T4KP++5uhGDMlsX29LF8EfIYQQQgghxJel0WhYu3Yto0ePVoYc6YIQ1atXp127dp9dzDckJISePXuyZ8+eFO9DrVbTrl07Ro8eTYECBT6rPR+ip6f3wXodWq2WiIgIJTCk+zdLliy0atUKAwODVGubEOLbYWNj81YR98DAQMzNzb/ZrB+Q4I8QQgghhBDfHW9vb/r378/ff/8NJA1f0Q2juHz5MpcvX2b+/Pl06dKFCRMmpGhK8kuXLtGuXTsePnyIgYEB48ePx9HRUcmcCQ8PJzw8nMjISOX/b66LjIykXLlyjBo1isKFC3/pH8EnU6lUmJubY25uLpkxQnzHypUrx+HDh5MtO378+H9m/vXr149p06Z99Gxwv/zyC5aWlilu579J8EcIIYQQ37y4uDiWL1/Oli1bGD16NI0aNUrrJgnxzbp37x6hoaGUKVPmrWEPYWFhTJo0iUWLFqHRaDAzM2P8+PH07dsXfX19njx5gpeXF3v27OHPP/9k1apVbN26lREjRlChQgWuXr3K1atXuXbtGsbGxjRu3JimTZtSrFgxVCoVkZGRnDhxgoMHD7Jq1Sri4+PJmzcvmzdvpmzZsmn0ExFCiPeLiIjg4cOHyvd+fn7cuHGDLFmykCtXLiZOnMjz589ZtmwZAF27dmXlypWMGzeO9u3bc/LkSfbs2cPWrVs/eJwtW7Ywfvz4jw7+DB48OOUn9Q7pYrYvQ0ND7ty5Q5EiRWQMuRAfKTExkdu3b0u/EeITSd/5tmi1Wnbv3s2YMWOU+hpWVlbcvHkTa2vrNG6deJP0na8nJCSE4OBgrKysyJw5M2q1msePH7N9+3a2bdvGlStXAChWrBi//PILrVu3xsDAgB07djBs2DCePXsGgJubG7Nnz8be3v6dxzl79ixDhw7l0qVL/9mmQoUKYW9vz9mzZ5WZswCaNm3KihUryJIly+efeAYlfUeIT/e+fqPVaomOjv6kmj+nT5+mcePGby1v06YNS5YsoU+fPvj7+ysz+uleM3r0aG7fvo2dnR3Dhg2jbdu2HzyOlZUVt2/ffqtY9NciwR8hMii5kRAiZaTvfDvOnz/P8OHDOXfuHJBUlNXU1JQHDx7QpUsXli9fnsYtFG+SvpP6IiMjmTlzJnPnziU2NhZIGoqUOXNmQkJClO309PQwMjIiKioKADs7O/Lnz8/p06cBKFiwIPPnz6devXr/eUyNRsOWLVuYPn06sbGxlC5dmtKlS1OqVCkCAgLYvXs3R44cUdoDkDdvXurWrUvDhg2pX7++FF39D9J3hPh0XzL487VYWVlx+fJlsmbN+sHtPna2wE8lw76EEEII8U158OABv/76Kzt27ADA2NiYX375hSFDhnDjxg1q1KjBmjVr6Ny5M5UqVUrj1oqPERAQQJ8+ffj777+pUqWKEhRIq6ef6Y1Wq2Xbtm2MGjWKJ0+eAEn9Ijo6Gq1WS0hICCqViqpVq/LTTz/RrFkzDAwMcHd3Z9GiRTx79oxnz55hZGTE8OHDGTZs2FvTnb+Prthyu3bt3rm+Y8eOhIeHc+DAAV6/fk316tUpXLjwN/ehSwghvgUfGv6q1WpRqVQEBwenyrEl+COEEEKINJOYmMjr168JCgoiODiYP//8k8WLFxMfH49KpaJTp06MHz9eGZZSuXJlOnfuzNq1a+nXrx/nz59HX19uZ75lXl5edOzYkefPnwOwe/dudu/ejUqlomLFijRs2JCGDRtStGhRCRiQVIh5zJgxBAUFKVMYh4SE4OvrCyRl1cyYMYOmTZsSHx/P69evefXqFZaWlmTPnj3ZvoYNG8bAgQP5448/uHLlCv369aNgwYJfvM3m5ua0bNnyi+9XCCEymnXr1n3RIs6fQoZ9CZFBSQqxECkjfefL0Gq1XLx4EV9fX4KCgpTgzr//ffXqFe+6FalTpw7Tpk2jZMmSb60LCgqiePHivHr1ilmzZjFw4MCvcUriP/y77yQmJjJt2jR+++03NBoNjo6OTJkyhUuXLuHh4YG3t3ey1+fLl48ffviB7NmzY2pqiqmpKSYmJsr/TU1NMTMzw9HRMcMG/E6dOkWzZs0ICwt7a52xsTHDhw9n8ODB3/RUwuLTyXVHiE+XXod9pWXNn4x55RRCCCFEmtBoNOzdu5dZs2Zx8eLFj35d5syZsba2Jnfu3AwZMuSDtUisra2ZOnUqP//8MxMnTqRFixbvLVgrvr7Y2Fj27NnDokWLlELBnTt3Zv78+ZiYmNCoUSMmTJjA48eP2b9/Px4eHhw7doyHDx8qM6l8SJEiRVi/fj2lS5f+rHZqNBpu375NaGgoZcuWTfOA0r59+2jXrh0xMTFUrVqVoUOHotFolK/y5ctjZ2eXpm0UQgiRfknwRwghhBCfJSIiAl9fXy5dusSiRYu4c+cOAJkyZaJatWpky5YNa2trsmbNqvyr+7K2tsbKygpDQ8NPOqZu6Nfff/+Ni4sLnTt3pmPHjuTJkyc1TlF8BD8/P37//Xf27dtHYGAgAKampixcuJD27du/tX2uXLno2bMnPXv2JDIykqNHj3LmzBlCQ0OJjIwkMjKSqKioZP9/+fIlt2/fpmrVqkyZMoUBAwagVqv/s21arRZ/f38uXbqkfF25coXw8HAA6taty5YtW1KtyOZ/Wb9+Pb169SIxMZFGjRqxadMmye4RQogMJleuXGma3SfDvoTIoCSFWIiUkb7z3zQaDZ6enqxcuZKbN2/i7++fbH2WLFno1asX/fr1w9bWNtXacfPmTVxdXQkICACSZj2qVasWo0ePplq1aql2XPE/Go2GQ4cOsWzZMvbv368M4bO3t6d79+5069btrTo0nyMoKIhevXqxb98+IClo06FDB27cuMGNGzfw9vYmIiICW1tbsmXLho2NDXFxcVy6dEkJSL3J2NgYrVZLTEwMTk5O/Pnnn+TMmfOLtfdjzJ07l5EjRwJJxZOXLVuW5llI4uuS644Qny49DvsKDAz84JCvhIQEvL29cXZ2TpXjS/BHiAxKbiSESBnpO++XkJDA1q1bmT17Nrdu3Uq2ztbWFgcHBxo0aED37t0xNzf/Km2Kjo5mz549rFu3jmPHjgFJGUenTp16Z72gz6XVanny5AnZs2fHwMDgi+8/vUhISGDJkiUsWbKEBw8eKMsrVKjAL7/8QpMmTVItgKHValm5ciVDhw4lOjr6o1+nr6+Pk5MTZcuWpWzZsjg7O1O0aFG8vb1p2rQpL1++xN7enj///JMSJUqkStvfpNVqGT16NHPmzAFg8ODBTJs27Zv7sCJSn1x3hPh06TH4kzVrVnx9fZUAUOXKldm2bZvy0CEgIABHR0eZ7UsIIYQQn0+j0fD8+XP8/PxQqVQUL178nYGa2NhY7t+/z+3bt7l9+zZ37tzh1KlT+Pn5AUmz+/Ts2ZPGjRvj4OCAlZXV1z4VIClzo02bNrRp04aHDx/St29fjhw5QuvWrTl37hxZsmRRtg0PD6d79+74+/vj7u5O8eLF/3P/Wq2WS5cucerUKc6cOcPZs2cJDg7GwsKCevXq0bBhQ1xdXcmaNWsqnuXXt3btWmbOnEnr1q0ZOXJksmF5r169on379hw5cgRIqtfUqVMnunXrhlarTfUPsCqVih49elC1alVGjBjBq1evKFmypPKVJUsWAgMDCQgIULLCypQpQ4kSJd45vbmzszOnTp2iSZMm+Pr6UrNmTdq2bYuDgwMODg44Ojp+8Vo7CQkJ9OnTh7Vr1wIwdepUhg4d+kWPIYQQ4tvy77ybx48fk5CQ8MFtviTJ/BEig5KnSEKkTHroOz4+PqxatYrExESMjY2TzYykmx3J2NiY4OBg/P398fPzU778/f2Ji4tT9qVSqShUqBClSpUiR44c3L17lzt37vDgwQM0Gs1bx7axsaF///706tUrWWDlW/Hq1SsqVKiAn58fjRs3ZseOHahUKgICAmjSpAlXrlwBwMzMjHXr1tG4ceP37uuff/5hwIABnDx58oPHVKvVVKpUiYYNG9KgQQMcHR2/uaeNb9JqtVy/fp3nz59Ts2ZNjIyMlHUJCQmMGDGChQsXKstKlCjBypUrKVWqFDdu3KBly5Y8ePAAExMTpk+fTseOHTExMUkXfedDXr9+TatWrfDy8npr3S+//MKMGTO+yHFiYmJo3749e/fuRa1Ws2zZMjp37vxF9i3Sp/Ted4RIC+kx8+ffs33lypWLU6dOkTdvXkAyf4QQQojvQkxMDA8fPuTBgwfcv3+f2NhYmjVrRsGCBZVt4uPjmTVrFlOnTk0WwPlUenp65MqVi7i4OJ49e8adO3eUIs1vMjc3p0iRIsqXg4MDP/zwwzddiNbKyoo//viD6tWrs2/fPubMmUOLFi1o0KAB9+7dw9ramiJFinDmzBlatGjBhAkTGDlyZLIbxKioKKZMmcK8efNISEggU6ZM1KlTh6pVq1KlShVKliyJt7c3f/31F56enty4cYMzZ85w5swZRo8eTf78+WnXrh1Dhw79Zn5WWq2WK1eusHPnTvbs2cO9e/eApOF6P//8M7169UJPT4927dopGT1dunRh3759XL9+ncqVK9OpUyf++OMPIiMjyZcvH9u3b/8qw6O+FktLSzw8PNizZw/Xr1/Hx8cHX19f7t69y7x582jQoAHVq1f/rGOEhobi5ubGyZMnMTIyYuPGjfz4449f6AyEEEKI95PMHyEyKHmKJETKfI2+Exsby/Xr17l48aLydffu3Xem+upmssqXLx8DBgzgxo0bAPzwww+ULl2aqKioZDMiRUdHK/+3tLQkT548b33Z29sr9VhevnzJtWvXuHr1KsHBwRQsWJAiRYpQuHBhcuTI8c09NftYK1eupE+fPqjVaqytrQkICCBPnjx4eHiQL18+hg0bxpIlS4CkosF58+YlLi6OuLg4zp49qwxva9CgAfPmzSNfvnzvPZafnx+enp54enpy/PhxJTBXoEABFi5cSJ06dVL1XIOCgpg2bRqRkZG4uLhQo0YN7Ozs0Gg0nD9/nt27d7N7927lnCCpLlLmzJl5+fKl8n3WrFl5+vQpJiYmrF69mubNmxMQEED//v3ZvXu38tpatWqxadOmt4a6ZdTrTt++fXF3d8fBwYFLly598sx0Oi9fvqRRo0Z4e3tjbm7Orl27PjuYJDKGjNp3hEhN6THzJ2vWrFy6dImsWbOi1WpxcnLC09OT3LlzA0kFocuXL59qmT8S/BEig5IbCSFS5kv3HY1Gw927d5MFery9vYmPj39rWzMzMwoUKECBAgWIiIjgyJEjbw29ypo1K3PnzqV169bf3E3Nt0Sr1dK9e3c2bNgAQNGiRfHw8MDe3l7ZZtWqVQwYMOCdv4vcuXMzd+5cmjRp8knHjYiI4M8//+TXX3/l6dOnALRp04ZZs2ZhY2PzGWf0bufOnaNt27bKsXQKFSpEZGQkz549U5aZmJhQv359mjdvTv369TEyMmLHjh3Mnz+fq1evAknnvXPnzmTFsrVaLdu3b2fq1Kk0bNiQiRMnvrOYc0a97rx+/ZrixYsTGBjI5MmTGTFixCfv4+HDhzRs2JB79+5hY2PDvn37KF26dCq0VqRHGbXvCJGa0mPwx8rKKlmbtFrtO7+X4I8Ef4T4JHIjIUTKfG7fiYiIwMvLi7///ptLly5x6dIlQkND39rO2tqacuXKUbZsWcqVK0epUqWwtbVNdhPw+PFj1q9fz7p163j06BGtW7dmzpw5H5wmVPxPVFQUHTt2VOqqvKso9ZUrV/jrr7/Q09PD0NAQQ0NDLC0tcXNzw9TUNMXHDgsLY8KECSxevBitVoulpSXTpk2jc+fOqNXqZNtevXqV69ev07p162T1dz5Eq9Uyf/58xowZQ0JCAoULF6Zhw4Z4eXlx9epVJYvM3NycRo0a0axZM+rVq4eJick793Xq1CnOnj1L165dUxykysjXnU2bNtGlSxeMjY25du1askywR48eKUMp3+XKlSs0a9aM58+fkzdvXjw8PChUqNDXarpIBzJy3xEitaTH4M+ZM2c+arsqVaqkyvEl+CNEBiU3EkKkTEr6zp07dzhw4AAHDhzg5MmTb9XjMTY2pnTp0pQvX14J9uTNm/ejb0o0Gg2BgYHY2tp+8vmItHXp0iV69+6Nt7c3kHRDt3jxYhwdHTl58iQzZ87k8OHDADRv3pxNmzb9599dSEgI3bp1Y9++fQC0atWKpUuXKrO2vX79mjNnzmBgYECNGjU+OqD0uTLydUer1fLDDz9w4sQJGjRowO7duzl37hwzZ87E09MTlUqFm5sbo0aNwsnJCYB79+4xadIktm7dilarpVixYnh4eHzxmcNE+peR+44QqSU9Bn/SmgR/hMig5EZCZHQJCQlcuXKFW7duUb16dfLnz/9F9vsxfScmJoaTJ08qAR9d8Vyd/PnzU716dSWzp1ixYhgYGHyR9on0JyEhgUWLFjFhwgSioqIwMDDA0dGR69evA0kFuFUqFQkJCfTs2ZOFCxe+94b1ypUryrT2hoaGzJkzh549e34TN7gZ/brj6+uLs7Mz8fHxODk5KfW3VCpVsnpdTZo0wdramnXr1pGYmAiAm5sbS5YswdLSMk3aLr5tGb3vCJEaMmLwx9vbm6lTp7J169ZU2b/M9iWEECJdiIuL4+bNm5w7d45jx47h5eVFWFgYkPThq2HDhvTr14+aNWt+1sX+1q1bHDhwgNevX+Pk5ISFhQUA/v7+HDhwgP3793P8+HGioqKU1xgYGODi4oKrqyuurq4ULlw43d1wiNSjr6/PoEGDaNasGQMHDsTT05Pr169jZGRE586dGTx4MJcvX6Zdu3asWLECGxsbxo0bl2wfWq2WFStWMGTIEOLi4sibNy9btmzB2dk5jc7q++Pg4MCQIUOYPn06N27cwMDAgA4dOjBkyBCio6OZPn06O3fuZO/evcpr6tevz4QJE6S+jxBCCACOHj3KiRMnMDAwoGPHjuTNm5c7d+4wceJEDhw4QK1atVLt2BL8EUKkaxEREdy7d4+iRYumeAYW8e1JSEjgn3/+4cqVK1y+fJnLly9z/fr1t4ZTWVpaUrBgQS5evMhff/3FX3/9RdGiRenXrx9t27Z9q76JVqvl5s2bGBgYUKRIkWQBmhcvXjB+/HjWrl2b7Cl+zpw5MTU15fbt28n2ZWdnh6urK/Xr16dWrVrKkBsh3idPnjzs3r2bv/76i1u3btG5c2eyZ88OQL58+QgODqZ///789ttv2NjY0KJFC/z8/PDz82PHjh3s2LEDgMaNG7Ny5UrJIkkDo0aN4vXr15iZmdGvX79kBcQ3b96Mj48Ps2fPJjg4mOHDh1O5cuU0bK0QQohvyYYNGxg4cCCWlpaEhISwYcMGfvvtN0aMGEGzZs04e/YsRYoUSbXjy7AvITKojJ5CnJCQwNq1a5kwYQIBAQGYm5vzww8/0KhRI+rXry8fir5BsbGx7N69m9jYWAoXLkyRIkWwsrIiMTGRO3fucPnyZa5cucKlS5fw9vYmOjr6rX1YWlri7OxMjRo1qF27NqVKlUJPTw9fX1+WLl3K+vXriYyMVLbt2rUrP//8M69fv1Y+PD948ABIGprVoEED6tevz7Vr15g+fTrh4eEAFC9enODgYJ4/f64cW61WU7FiRSXgU6JECcnuEV/c5MmTmTx58jvX6enpMXXqVAYNGvRN/u1l9OuOEKlF+o4Qny49DvuqUqUKP/30EwMGDGDv3r107tyZsmXLsmbNmmQPE1KLBH+EyKAy8o3EoUOHGD58OP/88w8AhoaGyTJC9PT0qFatGo0aNaJRo0ZfrBaMSJn4+Hg2btzIlClT8Pf3T7bO2tqamJgYIiIi3nqdubk5ZcqUwdnZWfnKly/fBy/kISEhrFu3jiVLlvDw4cN3bmNsbIxGoyE2NvatdWXLlmXmzJlYWVlRpEgRwsLC8PHx4dWrV1SqVImsWbN+4tkL8Wm0Wi2DBw9m8eLFAOTIkYM8efKQL18+evfuTcWKFdO4he+Xka87QqQm6TtCfLr0GPyxt7fn3Llz5M6dG61Wi62tLXv37v1q13YJ/giRQWXEGwmNRkPPnj1Zv349kJTZMXbsWHr06MH169fZu3evMpziTcWKFWPVqlWUKVMmLZr93UpMTOSPP/7gt99+4/79+0DSUClHR0fu3LnD48ePlW1NTEwoXbo0zs7OSsCnUKFCb02J/SnH9vT0ZNGiRRw/fhwjIyNcXV1p2bIlDRs2RKvVcuzYMTw9PTlw4ADGxsaMGTOGtm3botVqM1zfEemLVqvl2bNnZM2alUyZMqV1cz5aRrzuCPE1SN8R4tOlx+CPlZUVt2/fJlu2bADkypWLU6dOkTdv3q9yfKn5I4RINyZOnMj69evR19enb9++jBo1CisrKwDKlStHuXLlmDx5Mg8ePMDDw4N9+/Zx6tQpbt26Rf/+/Tlz5kwan8G3Iz4+Hnd3d8zMzGjduvUn10t68uQJ8+fP59SpU9SsWZNu3bpRqFAhIClIt2vXLiZNmoSvry8ANjY2DB8+nB49emBsbAxAZGQkd+7cwdDQEAcHhy96w6unp0fjxo1p3Lgxz58/x8zM7K2aPE2aNKFJkyZvvVY3O48QaUWlUn2V9G8hhBBCfF3r16/HzMwMSCpjsXnz5rcyy3v16pUqx5bMHyEyqIz2FGnTpk106dIFgJUrV9KxY8ePet3jx48pXLgwiYmJ3Lx5k8KFC6dmM9OF+/fv07FjRy5evAgkPXUYMmQIXbp0wdjYmDt37rBlyxa2bt3K8+fPqVq1KrVq1aJ27dpkypSJuXPnsmHDBuLj45Ptt3bt2jRs2JC1a9cqU1hbWloyZMgQ+vTpo1zovnUZre8I8bVI3xEiZaTvCPHp0mPmz8fUi1SpVFy7di1Vji+ZP0KIb97Zs2eVCPiwYcM+OvADSYGNevXqsX//fjZv3syECRNS1AatVvvNXUA+lVarZcOGDQwaNIiIiAiyZMmCsbExjx8/ZtCgQUybNg17e3uuXLmS7HUHDx7k4MGDb+3PxcWF1q1b89dff7F//36OHj3K0aNHAbCwsGDgwIEMGDCAzJkzf5XzE0IIIYQQ4luleziaViT4I4T4ZsTGxrJmzRqeP39O3rx5yZ07NyYmJrRo0YK4uDiaNm363llwPqRNmzbs37+fLVu2MH78+E8K4pw/f56BAwdy69YtSpQoQfny5ZWv/Pnzf3JASKPRcP36dc6dO0f58uVxdnb+1NP5ZDExMZw8eZJVq1axe/duAKpVq8aaNWuwsbFh3bp1zJo1C39/f16+fImenh5169aldevWODo6cvLkSY4ePcrJkyeJioqiQYMGjBgxgkqVKgHQvXt3Hj16xOrVqzl+/DguLi4MHjxYiiMLIYQQQgjxjZBhX0JkUOkthfj48eP069ePu3fvvnN9mTJlOHr0KKampp+876ioKHLmzElERAReXl5K0OJDQkNDGTt2LMuXL+d9b5PW1tbJgkHlypV7K8tFq9Xi6+vLiRMnOHHiBF5eXrx69QoAU1NTvLy8KFGixCef0395/PgxBw4cwNPTk+PHjxMVFQUk1cIZN24cw4cPT/Z3ERcXx+7du4mIiKBx48bY2Ni8tc+4uDjCw8MzfFAnvfUdIb4V0neESBnpO0J8uvQ47Cs6OhovLy9cXV2BpHqmb85YrFarGTNmTKpN9iCZP0KINBUQEMDw4cPZvHkzANmzZ6dhw4Y8efIEPz8//Pz8sLe3Z9euXSkK/EDSTFJNmzZl48aNbNq06YPBH61Wy65duxg8eDDPnz8HoGPHjvTv3x8fHx8uXLjAhQsXuHbtGkFBQXh6euLp6am83sHBgfLly+Po6Ii3tzcnTpzgxYsXyY5hZmZG1qxZ8fPzw83NjTNnzrwz2PIptFotZ8+exdPTk/3793Pz5s1k6+3s7Khfvz7du3d/Z7aRoaEhP/300wePYWhomOEDP0IIIYQQQqSGLVu2cOjQISX4s3LlShwcHJRgz927d8mRIwd9+vRJleNL8EcI8VVpNBq8vb05fvw4x48f59SpU0RFRaFSqfj555+ZOHEiWbJkUbbXZd18buS+Xbt2bNy4ke3btzN37tx3zm7l7+/PgAEDlGBOwYIFWbJkCTVq1ACgZMmStG7dGkgaoubt7c2FCxc4f/48Fy9e5MGDB/j6+iozXOlkypSJypUrU716dWrWrImzszPh4eFUrVqVe/fu8dNPP3HgwAGMjIyApJm4tm3bRnx8PJ06dfrPc7979y59+vTBy8tLWaZWq6lQoQL169fH1dWVkiVLfnNPP4QQQgghhPhebN++nQEDBiRb5u7urkz1vnXrVlatWiXBHyFE+qTVarlz5w4nTpzg2LFjyYY96ZQqVYrFixdTrly5t17/pQIWNWrUIEeOHDx//pwDBw4km+I7ISGBRYsWMXHiRCIjIzEwMGD48OGMGDHivWmXRkZGynCvfv36AUlZTBcvXuT8+fP4+vpSrFgxatSoQYUKFd7aj5WVFbt27aJatWqcOXOGfv36sWTJEjZu3Mj06dN5+PAhkBSQGjdu3DvbEB8fz9y5c/ntt9+IjY3F2NiYH3/8kfr161OvXj3J0hFCCCGEEOIjuLu7s3DhQgICAihevDgzZsz4YG3OpUuXsnr1ap48eYKVlRU//vgj48aN++CQrYcPH1KsWDHleyMjI9RqtfK9s7Mzw4YN+zIn9A4S/BFCpJhGo+H58+dYWlpiYmKiLH/y5ImS2XP8+HGePn2a7HVmZma4uLhQs2ZNatasiZOTU6pnpejp6dG6dWvmzZvH5s2bleDPlStX6N27N1evXgWgatWqLF68GEdHx08+ho2NDQ0bNqRhw4Yftb2DgwObNm2iSZMmrFu3Dk9PTwIDA4GkKdJfv37Nb7/9Rs6cOenatWuy1168eJGff/6ZGzduAFC3bl0WLVpEvnz5PrndQgghhBBCfK927drFr7/+yty5c3F2dmbZsmW4ublx8eJFsmXL9tb227dvZ+LEiSxcuJAKFSpw7949+vbti0qlYsqUKe89TmhoKLGxscr39+7dS7Zeo9EkqwH0pan/exMhhHjb2bNnKV26NPny5SNLlixYWlri4OCAg4MD+fPnp1u3bmzcuJGnT59iaGhI9erVmTBhAidPnuTly5fs2bOHgQMHUqJEia82HKlNmzYAeHh48PjxY4YMGULlypW5evUqlpaWLF++nCNHjqQo8JNS9erVY9asWQAEBgZia2vLrFmzePjwIaNGjQKgb9++eHh4ABAREcHQoUOpVq0aN27cIGvWrKxZs4a//vpLAj9CCCGEEEJ8oiVLltCxY0fatWuHg4MDc+fOxcTEhI0bN75z+wsXLlChQgVatmxJ7ty5qVWrFm5ubly+fPmDx7Gzs8PHx+e962/duoWdnd1nncuHpIvMn8TExGT/CiH+W2r1m5CQEMaNG4e7u3uy5ZGRkTx48ABIqjdTunRpJbOnUqVKGBsbv7N9X1Px4sUpVqwYt27donjx4kRHRwPQunVrZsyYgY2NDVqt9qu3rXfv3hgbGxMfH0/79u2VLKqxY8fy5MkTNmzYQNu2bZk8eTK///47/v7+QFIwa8aMGWTLlg2NRvNV25yRyTVHiJSRviNEykjfEeLTva/f6OqFhoWFJXvAbGRkpNTXfFNcXBzXrl3jl19+UZap1WqqV6/OxYsX33ns8uXLs23bNi5fvoyzszOPHj3i8OHDtGrV6oNtrlu3LtOmTaNevXpvDQ+Ljo5m5syZ1KtX74P7+BzpYqp3Pz+/9061LIT4OrRaLUeOHGHGjBkEBQUB0KxZMwYNGoSenh6vXr3i1atXxMTEULRoUSwsLNK4xe+2Zs0aFixYAEDOnDkZPXo0lStXTuNWvV98fDyDBg3izJkzyrIcOXIwduzYb7rdQgghhBBCfG0qlYo8efJQvHhxIiIilOUjRoxg5MiRb23//PlzihYtysGDBylfvryyfNy4cZw9e5YjR4688zjLly9n7NixaLVaEhIS6NKlC3Pnzv1g2wICAnBxccHAwIAePXpQsGBBIGnyFnd3dxITE/Hy8vrsWYDfJ11k/rx69YqnT5/StGlT9PT00ro5QqQLiYmJ3Lt3j4IFC352v/H39+eXX35RZsEqVKgQixYtwsXF5Us09asaOXIkT58+pXDhwgwdOvStjKRv0Z49e2jQoAGXL1+mb9++jBs3DjMzs7RuVob1JfuOEN8T6TtCpIz0HSE+3fv6jVarJS4ujps3b76V+fOlnD59mrlz5zJ79mycnZ15+PAhI0eOZNasWR8s2GxjY8PBgwcZMmQIEydOTDarcc2aNZk9e3aqBX4gnQR/mjRpgrOzM25ubvKGKMQn0tPTe2e/OXXqFEOGDMHe3p5mzZrRuHFjLC0tk22TmJjIkiVLGDdu3EfPgvWty5o1K5s3b07rZnySzJkz4+XlRWhoqMzg9RW9r+8IIT5M+o4QKSN9R4hP9+9+owuoWFhYfFRd0axZs6Knp6dMuqITGBj43kDMlClTaNWqFR07dgSgWLFiREZG8ssvvzBkyJBkM3j9W548edixYwevX79WSmbkz5//rc9hqSFdBH8ALl26REJCgrwhCvGR7t69y+zZs+nUqRPVq1dXlmu1WhYtWsTw4cNJTEzk2rVreHh4oK+vT82aNbGzsyMwMJCXL1/y5MkTXr58CUCVKlVYvHgxRYsWTatT+q7p6+tL4EcIIYQQQogvyNDQkFKlSuHl5aXM2KvRaDh58iTdu3d/52uio6PfCvDo4hQfW65GrVYr+/hQsOhLShfBn8yZM/PkyRMuX74sNS7EF5eQkMD27dtxcHCgdOnSad2cLyIiIoLmzZtz7949Nm7cSLVq1Rg5ciSVK1emd+/e/PHHHwC0atWKwoULs3v3bm7dusXhw4ff2lfmzJmZNm0aXbt2/WpvTEIIIYQQQgjxNfTp04c+ffpQunRpypQpw9KlS4mMjKRdu3YA/Pzzz+TIkYPx48cD4OrqypIlSyhRogRly5blwYMHTJ06FVdX1/9MVvH392fo0KEcO3Ys2bCv2rVrM2vWLHLnzp1q55kugj9VqlRh69atnDhxQoI/4ovSarUMGjSIFStWAFC1alX69+9PkyZNUi3LTKPRsHLlSqZPn86rV6/QaDQkJiaiUqlwc3Nj2bJln12HZsiQIdy7dw8LCwtiYmI4deoUp06dwsLCgrCwMPT09Jg5cyb9+vVDpVIxbtw47ty5g4eHB7GxsdjY2GBjY4OtrS1FihT5Zos3CyGEEEIIIcTnaN68OUFBQUydOpWAgACcnJzYsWOHMuzryZMnyR6CDx06FJVKxZQpU3j+/DlZs2bF1dWVsWPHfvA4T548oW7duujr6zN69GiKFCkCgK+vL6tXr6ZevXocPXoUe3v7VDnPdDHb16ZNm+jbty/Vq1d/Z2aCECm1dOlSBg4ciEqlQk9Pj4SEBCBpLObUqVNp2bLlFz3ew4cP+fnnnzl+/Ph7t6lUqRK7du1K8RCfXbt20bp1a1QqFe7u7tSoUYPff/8dd3d3oqOjsbW1ZfPmzVSrVi2lpyFEhpaYmMjt27cpUqSIDDUW4hNI3xEiZaTvCPHp3tdvtFot0dHRH13z52vq378/Dx48YOfOne+c6r1FixYUKFCA33//PVWOny7GcOg+pJ47d46oqKi31j99+lSpSyLExzp69CiDBw8GYOrUqdy7d4+RI0eSNWtW/Pz86Nix4weDNJ9Co9GwbNkyypQpw/HjxzE2NmbWrFncvn2bu3fv8uDBAzw8PMiSJQvnzp2jevXqPHr06JOP8+TJE3r37g0kRaTLli2Lvb09s2fPVqYQvHDhggR+hBBCCCGEEOIrOnr0KL/++us7J84xNjZm9OjRqZrski6CPwUKFMDW1pa4uDjOnj2bbF1AQAClS5emfPnyREREpFELxefQZduklrCwMA4dOsTdu3eVcZV3796lTZs2JCYm0r59ewYPHoydnR2TJk3iwYMHyrq2bdvi5+f3Wcd/8OABP/zwAwMGDCAyMpKqVaty+fJlBg4cSL58+ciTJw85c+akbt26HD9+nFy5cnHnzh1cXFy4evXqRx8nMTGRrl278vr1a5ydnd9KO7SxsaFTp07kyJHjs85HCCGEEEIIIcSnCQ4O/mBNn7x58/L69etUO366CP6oVCrKly8PwLFjx5KtW716NSEhITx//jzdTd8sYNu2bWTLlo2uXbsSHR39xffv4eFBiRIlaNSoEcWKFSNHjhw0btyYJk2aEBISQsWKFVmyZEmylEBjY2MlSyc4OJiWLVt+sG0PHz5k5MiRtGjRgiVLlvDkyRMgKdtnyZIllClTBi8vL0xMTJg3bx5HjhyhYMGC79xXsWLFOHnyJE5OTrx48YLatWt/MPobHh7OiRMnmDlzJo0aNeLEiROYmpqyfv16DAwMUvhTE0IIIYQQQgjxJdna2nL79u33rvfx8Xnv9PJfQroI/gBUrFgRSB78SUhIUAr1AixatOijp1YTqUOj0RAZGflR2169epXu3bsTGRnJxo0bqVOnDs+fP/8i7QgODqZz5840a9aMZ8+ekS1bNoyMjHj16hUHDx7k/v375MyZk23btr037W7btm1YW1tz7do1evfunexvS6vVcuzYMZo3b46DgwNz585l7969DBo0iPz581OlShVq1qzJoEGDiIqKwsXFhcuXL9O3b9//nDHL3t6eY8eOUbNmTSIiIvjxxx/ZsGFDsm1u3LhBkyZNsLa2pl69evz6668cPXoUgAULFlCoUKEv8FMUQgghhBBCCPElNGzYkLFjxxIUFPTWusDAQCZMmKBMN58a0sVsXwDlypUDkgIGr169wsrKir179/LkyROsra2JiYnB19eXY8eOUbt27TRu7fcpPj6exo0b8/fff7NhwwYaN2783m0DAwNp2bIlMTExVKpUidu3b3Px4kUqV67Mrl27PmvK9d27dzNgwABevnyJWq1m0KBBjB8/Hj09PW7cuMH58+e5c+cOvXr1Inv27O/dT+7cudm8eTP169dn8+bNxMfHk5CQwKNHj3j06FGylLx69epRuXJlDh48yN9//83FixcBMDU1Zdq0afTs2fOTpknPnDkz+/bto3v37vzxxx9069aNp0+f0rFjRyZOnMi6devQaDRKO8uVK0f58uWpUaNGhpmuXgghhBBCCCEyihEjRnD48GHKlClDy5YtKVy4MFqtltu3b7Nz505sbGwYPnx4qh0/Xcz2ZWhoyJ07d2jTpg0+Pj788ccfNG/enDp16nDy5ElGjhxJWFgYS5YsoVGjRuzatSutm/5dGj16NLNnzwbAwMCArVu30qhRo7e2i4+Pp0GDBnh5eVGwYEHOnj1LUFAQzZs3x9fXF2NjYzZu3PjB4NG7BAQEMHDgQHbu3AmAo6Mj7u7uypDBlPr9998ZOnToW8tNTU3p2LEjvXv3xsHBQVn+4sUL9u3bx+PHj+nSpQv58uVL8bE1Gg1jxoxhzpw5QNLPNT4+HgA3NzcmTZr03iwfmTlCiJSRviNEykjfESJlpO8I8enS42xfACEhIUyaNIndu3cTGhoKJD34b9q0KePGjcPS0jLVjp2ugj/Lly9n6dKl9OrVi549e+Ls7Iyenh53794lMjISJycnVCoVPj4+5M+fP62b/105dOiQEugpV64cFy9exMDAgG3btr2VujZkyBAWLlyImZkZp0+fpmjRogCEhobSoUMHDhw4gJmZGZcuXfqo36NWq+WPP/5g8ODBBAcHo6enx7BhwxgzZgxGRkaffW5arZZFixbx6NEj8ubNq3wVLFgQY2Pjz97/x1iyZAm//PILWq2WihUrMnPmTGUo5PvIjYQQKSN9R4iUkb4jRMpI3xHi06XX4I+OVqtVhn9ZW1ujUqkIDAxk/fr1DBkyJFWOmW6GfQHUrFmTpUuXcuzYMRITEwH48ccfyZkzJ5A09ObQoUMsW7aMmTNnpmVTMyxfX1/09fWTFSx+/vw5Xbp0AaBXr17MmzePDh06sHPnTn766SfWrl2Lubk5586d49y5c8r06atXr1YCP5AU8dy9ezf16tXj1KlTdO3alaNHjybrzGFhYXTt2pUzZ84AScXAtVotwcHBAJQoUQJ3d/cvOvRJpVLRv3//L7a/lOjTpw+lS5cmLCyMevXqfdNvZEIIIYQQQggh3k+lUpEtW7Zky168eMHUqVMl+APg4uKCWq3m7t27+Pv7A9C3b19lfZ8+fTh06BBr1qxh3LhxmJmZpVVTM5y4uDgmT57MrFmz0Gg01K1bl759+1KvXj26dOlCYGAgTk5OzJo1C319fdavX49Wq2XXrl20bdv2rf2NHz+epk2bvrVcT0+PVatW4ezszNmzZ5kzZ44y7jEiIoLGjRtz7ty5t15nYGDA6NGjGTZsGIaGhl/8/L8FlSpVSusmCCGEEEIIIYRIh9JV8Cdz5syULVuWCxcuEBsbi5OTE1WrVlXWu7q6UqBAAe7fv8/mzZvp2bNnGrY247h9+zadOnXiypUrQFKU8vDhwxw+fBhra2uCgoIwMTFh06ZNysxZBgYGbNiwAX19fbZt20bBggWpUKEClSpVokqVKhQrVuy9x8ubNy/z5s2je/fuTJw4kXr16lG4cGGaNm3KuXPnyJIlC5s3byZHjhzKDFzZs2fH2to69X8YQgghhBBCCCFEOpNupnrXqVWrlvL/Pn36JBv+olar6dOnDwCLFy+Wad+/gJUrV1K+fHmuXLmCpaUlW7ZswcfHh19++YXMmTMr4xR///33ZEWP4X8BoNevX/PPP/+wZs0aevbs+cHAj06HDh1o0qQJ8fHxdO7cGTc3N06ePIm5uTkeHh7UqVOHYsWKUbx4cYoXLy6BHyGEEEIIIYQQ4j3SVcHnIkWKcPbsWWrXro2lpSUPHz7ExMQk2WtCQ0PJkycPUVFRXL58GScnpzRqffq3fft22rVrByQF3VatWoW9vb2yPjIyku3bt6NWq+nQocMXr0MTGBhI6dKlCQgIAJJm1/L09JThTx9JigcKkTLSd4RIGek7QqSM9B0hPl16LPg8ZsyYD64PCgpix44dSj3bLy1dDfsCqFq1KitWrKBIkSJvBX4gaWhY+fLlOXHiBBcvXpTgTwoFBwczaNAgAAYMGMDMmTNRq5MnipmamtK5c+dUa0O2bNlYvnw5zZo1w9jYmL1790rgRwghhBBCCCFEunP9+vX/3KZy5cqpdvx0F/xRqVT/GXAoV66cEvzp2rXr12lYBjN06FACAwMpWrQoU6ZMeSvw87U0bNiQ06dPkzVrVgoUKJAmbRBCCCGEEEIIIT7Hvn370vT46a7mz8coV64cABcuXHjn+hUrVpAzZ86Pirx9jw4cOMCmTZtQqVSsWLECIyOjNG1P+fLlJfAjhBBCCCGEEEKkULrL/PkY5cuXB+DWrVtERkZiamqabP2iRYsICAhg+/btlChRIi2a+M0KDw+nb9++QNJwL93PUgghhBBCCCGEECkzc+bMj9pu+PDhqXL8DBn8sbOzw97enqdPn3LlyhWqVaumrHv27Bm+vr4A3LhxI62a+M369ddfefz4Mfny5WPChAlp3RwhhBBCCCGEECLdmz59Ojly5MDa2vq9M5OrVCoJ/nyqcuXK8fTpUy5cuJAs+HPixAnl/9/7sC9vb28GDBhAYGAgkZGRREREEB4eDsDSpUvfypgSQgghhBBCCCHEp6tTpw6nTp2iVKlStGvXDldX169aWzdD1vyB/9X9uXjxYrLlx48fV/7/5MmTVJtGLT2YNWsW586d4969ezx//lwJ/PTu3ZtatWqlceuEEEIIIYQQQoiMYdu2bVy5cgVnZ2fGjx9P0aJFGT9+PHfv3v0qx8+wwR9drZo3gz9arVYJ/qhUKuDbyv6JiYn54PojR45w7dq1L3Ks6OhoPD09AVi1ahUXLlzgn3/+4cmTJyxYsOCLHEMIIYQQQgghhBBJcuTIweDBg7l48SKrVq0iKCiI2rVr88MPPxAdHZ2qx86wwZ8yZcqgUql4/Pgxz58/B+D+/fv4+/tjYGBA3bp1gW8n+OPh4YGFhQVjx4595/rt27fToEEDKlasyNixY4mLi/us4x06dIiIiAhy5cpF+/btKVWqFAULFsTGxuaz9iuEEEIIIYQQQogPK1OmDNWqVaNw4cLcuHGD+Pj4VD1ehg3+mJub4+joCPwv+0eX9VOxYkUqVKgAfDvBn/nz5wMwY8YMDh8+nGzdy5cvGTBgAAAajYYZM2ZQrVo1pXB1SuzatQuA5s2bK1lQQgghhBBCCCGESD0XLlxg4MCBFClShBUrVtC6dWt8fHywsLBI1eNm2OAPvD30Sxf8qVmzpjLFu7e3d9o07g0PHjzAy8tL+b579+4EBQUBSUPV+vfvT3BwME5OTmzYsAErKyuuXr1KhQoVWLt27ScfLzY2lr/++gtICv4IIYQQQgghhBAi9SxYsICKFSvSrl07TE1N8fT05NixY3Tv3p3MmTOn+vEz7GxfkFT0ee3atVy8eBGNRqPM9FWrVi3s7OwA8PHxIS4uDkNDwzRr58aNGwGoWrUqgYGB3L59m969e7Nt2za2bdvGnj170NfXZ9WqVZQqVYpq1arRo0cPDh8+TK9evahcuTKFCxf+6OMdOXKE8PBw7O3tlQwoIYQQQgghhBBCpI6JEyeSM2dOmjZtikqlYsuWLe/cbsqUKaly/Awf/AG4dOkS3t7eBAUFYWpqStmyZTEwMCBz5syEhobi6+urZAJ9bRqNhg0bNgDQo0cPHBwcqFq1Kn/++SczZsxQhoONGjWKUqVKAWBnZ8e+ffto1qwZ+/fvZ968eSxduvSjj7lz504AmjVr9lWnlhNCCCGEEEIIIb5HlStXRqVSfbB8S2qWZMnQwZ/ixYtjbGxMWFgYK1asAKBatWpKlo+TkxOnT5/m+vXraRb8OXnyJH5+flhYWNC0aVOMjY2ZOHEio0ePZty4cQCULFmSkSNHJnudWq1mxIgR7N+/nw0bNjBu3Dhy5Mjxn8eLi4tj3759gAz5EkIIIYQQQgghvgZd6ZW0kqHTPvT19SlTpgyAkl1Ts2ZNZb0u4PPvos9Pnz7Fzc2NQ4cOpXob161bB0CrVq0wNjYGYPDgwdSoUQMAAwMDVq1ahYGBwVuvrVy5MpUqVSIuLo6FCxe+c/8ajSbZ98eOHSM0NJTs2bNTqVKlL3gmQgghhBBCCCGE+BZl6MwfSBr6debMGWVq9DeDPyVLlgTeDv5MmzaNffv2cevWLf75559UGxoVFhamzLrVqVMnZblarWbNmjX06dOH5s2bfzAraejQobi5ubFixQpGjBihFIqKj4+nc+fOHDx4kAkTJtCnTx/UarVyvGbNmqGnp5cq5yWEEEIIIYQQQoj/6dChwzuXW1hYUKBAATp27Ii1tXWqHT9DZ/7A/+r+AGTNmjVZIOXNzB+tVgtAeHg4mzdvBpJm4fr3tOtf0s6dO4mOjqZw4cLKzGQ69vb2/Pnnn8mCQu/SsGFDHB0dCQsLw93dHUjK9unWrRvbt28nLCyMwYMH4+rqyr1799i7dy8gQ76EEEIIIYQQQggAd3d3SpQoQfbs2alTpw6XL1/+4PahoaEMHToUBwcHbG1tKVu27H+OHLKwsHjnV2hoKOvXr6dcuXL8888/X/K0kvkuMn90qlevniyLp2jRoqjVaoKCgnj+/Dl2dnb88ccfREREKNssX76cH374IVXatn79egA6duyY4sJOarWaIUOG0L17d37//Xf69evHsGHD+OOPP9DX16d3796sWrWKEydOULJkSeLj48mWLRtVq1b9kqcihBBCCCGEEEKkO7t27eLXX39l7ty5ODs7s2zZMtzc3Lh48SLZsmV7a/u4uDiaNWuGtbU1a9euxc7OjsePH2NhYfHB4yxevPi96zQaDQMHDmTSpEn88ccfn31O75LhM3/y5MmDjY0NkDTF+5uMjY0pUqQIAN7e3mi1WpYvXw4kzbwF4Onpib+//xdv1927dzlz5gxqtZp27dp91r5at25Nzpw5efHiBXXq1GH58uWoVCrWrFnDnDlzuHTpEpUrVyY+Ph6Apk2bypAvIYQQQgghhBDfvSVLltCxY0fatWuHg4MDc+fOxcTEhI0bN75z+40bN/L69Ws2bdpExYoVyZ07N1WqVMHJySnFbVCr1fTs2RNvb+8U7+O/pIvMn8TExGT/fqphw4YpU6P/ex9OTk74+Pjg7e1NlixZuH79OpkyZWLChAncvXuXEydO4O7uzoQJEz73NBTPnz+nb9++ANSpU4fs2bOn+NwA9PT06NevHyNHjuTChQsALFy4kBYtWpCYmEi+fPk4dOgQixYt4ujRowwePPizjifSh8/tN0J8r6TvCJEy0neESBnpO0J8uvf1G105l7CwsGSja4yMjDAyMnprP3FxcVy7do1ffvlFWaZWq6levToXL15857H3799PuXLlGDZsGJ6enmTNmpUWLVowaNCgz0qyMDU1JSoqKsWv/y/pIvjz4MEDAO7du5ei19etW5e6desSGBhIYGBgsnW66dHPnDmj/HJ12zZs2FAJ/rRo0eKdM259qiNHjvDbb78REhKCoaEhP/30E7dv3/7s/VarVo3MmTMTGhrKwIEDqVq16lv7dXV1xdXVldjY2C9yTJE+pLTfCPG9k74jRMpI3xEiZaTvCPHp/t1vVCoVefLkoXjx4snKuYwYMYKRI0e+9frg4GASExPfGt6VLVs27t69+85j+vn5cerUKVq2bMm2bdt48OABQ4cOJSEhgREjRqT4XI4fP07BggVT/Pr/ki6CP/nz5+f+/fsULFjwiw9XqlWrFgsWLODmzZsEBwcDMGTIEIoUKUL+/PmZM2cOL168wMfHh5YtW6b4OLrCy5s2bQKgVKlSrF69GkdHxy9yHpAUWHr69Gmq1SgS6UtiYiL37t1LlX4jREYmfUeIlJG+I0TKSN8R4tO9r99otVri4uK4efPmW5k/X4pGo8Ha2pr58+ejp6dHqVKleP78OQsXLvxg8MfT0/Ody8PCwvD29mbDhg0sWLDgi7Xz39JF8Ef3y9TT0/vib4ilS5cG4OnTp0DS9O+VKlVCpVKhp6dHt27dmDJlCu7u7rRu3TrFx9EFftRqNcOGDWPs2LEYGhp+kXPQKVmypDJ9vRA6qdFvhPgeSN8RImWk7wiRMtJ3hPh0/+43umFfFhYWHzWpUtasWdHT03trhFBgYKBSO/jfbG1tMTAwSHbcwoUL8/LlS+Li4t77Ob99+/bvXG5mZkahQoVYsGABbm5u/9nmlMrwBZ//S/bs2ZP9Unv27Jnsj6Rbt27o6elx6tQpbt26BUBMTAx+fn7ExMR81DESExPx8PAAYNu2bUyePPmLB36EEEIIIYQQQgjx8QwNDSlVqhReXl7KMo1Gw8mTJ5PNHP6mChUq8ODBAzQajbLs/v37ZM+e/YOf81+9evXOL39/f44ePZqqgR+Q4A8AJUqUAJIibv/O7smZMyeNGjUCoF69etjY2GBhYUGhQoWoVKnSRxVmu3HjBiEhIZiZmdGgQYMvfwJCCCGEEEIIIYT4ZH369GH9+vVs2bKF27dvM3jwYCIjI5VZuX/++WcmTpyobN+1a1dCQkIYOXIk9+7d4+DBg8ydO5du3bp98DgnT56kYsWKhIWFvbUuNDSUSpUqcfbs2S97cm+Q4A9QsWJFADp06IC5uflb6/v16wckpX6FhIQoy2/duqVk9HzIqVOnAKhSpQr6+ulipJ0QQgghhBBCCJHhNW/enEmTJjF16lRcXFy4efMmO3bsUEYIPXnyhJcvXyrb58yZkx07dnD16lWqVq3KyJEj6dWrV7IZw95l6dKldOzYEQsLi7fWZc6cmc6dO7NkyZIve3JvkEgESQWeCxUqRLNmzd65vnr16pw6dYrIyEiyZ89Ojhw5mDlzJnPmzGHx4sU0adLkg/s/efIkkDQjlxBCCCGEEEIIIb4dPXv2pGfPnu9c99dff721rHz58hw+fPiTjnHz5k0mTJjw3vU1a9Zk4cKFn7TPTyGZP4CpqSlt2rQhU6ZM792mQoUK1KpVi6JFi2JpaUnv3r1Rq9UcP35cqQX0LhqNRsn8cXFx+eJtF0IIIYQQQgghxLctMDAQAwOD967X19dXZiBPDRL8SaHcuXPz448/AnwwNevWrVu8evUKExMTnJ2dv1bzhBBCCCGEEEII8Y3IkSMHPj4+711/69YtbG1tU+34Evz5DH379gVg48aNvH79+p3b6LJ+KlWq9MEonxBCCCGEEEIIITKmunXrMmXKlHfOGh4dHc20adP44YcfUu34Evz5DNWqVcPJyYno6GjWrFnzzm109X5kyJcQQgghhBBCCPF9Gjp0KCEhIZQtW5YFCxbg6emJp6cn8+fPp1y5coSEhDBkyJBUO74Efz6DSqVSZgJbtmzZW9O+a7VaTp8+DUjwRwghhBBCCCGE+F7Z2Nhw4MABHB0dmTRpEu3bt6d9+/ZMnjwZR0dH9u/fr8wwlhpktq/P1Lp1a0aNGsWjR4/w8PBINvOXr68vAQEBZMqUibJly6ZhK4UQQgghhBBCCJGWcufOzfbt2wkJCeHBgwdotVoKFChAlixZUv3YkvnzmYyNjenWrRsAixYtSrZON+SrYsWKGBkZffW2CSGEEEIIIYQQ4tuSJUsWypQpg7Oz81cJ/IAEf76IXr16oaenx4kTJ1i3bp2yXBf8qVatWlo1TQghhBBCCCGEEN85Cf58Ablz52bUqFEA9OnTh7Nnz6LVapWZvqpXr56WzRNCCCGEEEIIIcR3TII/X8ivv/5Ks2bNiI+Pp1WrVhw7dowXL15gZGRE+fLl07p5QgghhBBCCCGE+E5J8OcLUavVrF69mpIlSxIQEEDz5s0BKF++PJkyZUrj1gkhhBBCCCGEEOJ7JcGfL8jU1JSdO3diY2NDdHQ0IPV+hBBCCCGEEEIIkbYk+POF6aZuMzQ0BKBmzZpp3CIhhBBCCCGEEEJ8z/TTugEZUaVKlfD09OTmzZu4uLikdXOEEEIIIYQQQgjxHZPgTypxcXGRwI8QQgghhBBCCCHSnAz7EkIIIYQQQgghhMjAJPgjhBBCCCGEEEIIkYFJ8EcIIYQQQgghhBAiA5PgjxBCCCGEEEIIIUQGJsEfIYQQQgghhBBCiAxMgj9CCCGEEEIIIYQQGdg3PdW7VqtV/lWpVGi1WmWZEOLDpN8IkTLSd4RIGek7QqSM9B0hPt37+s2/Ywjif1Tab/gdRqPREB4entbNEEIIIYQQQgghRDphbm6OWi0Dnd70zQd/AMLDwylevDg3b97EwsIijVslRPoQFhYm/UaIFJC+I0TKSN8RImWk7wjx6d7Xb94Mb0jwJ7lvetiX7pelUqmIiIhApVJJ6pYQH0n6jRApI31HiJSRviNEykjfEeLTva/fSB96PwmFCSGEEEIIIYQQQmRgEvwRQgghhBBCCCGEyMDSRfDHyMiIESNGYGRklNZNESLdkH4jRMpI3xEiZaTvCJEy0neE+HTSbz7dN13wWQghhBBCCCGEEEJ8nnSR+SOEEEIIIYQQQgghUkaCP0IIIYQQQgghhBAZmAR/hBBCCCGEEEIIITIwCf4IIYQQQgghhBBCZGAS/BFCCCGEEEIIIYTIwCT4I4QQQgghhBBCCJGB6ad1A74Fd+/eJUeOHJiZmaV1U4RIt16+fMmRI0fQ09OjQYMGWFhYoNVqUalUad00Ib5pL1684MSJE5ibm+Pq6oqenp70HSE+glx3hEg5XV+5desWa9eu5fbt2zRq1IiGDRtib2+PRqNBrZY8AfF9i4yMxNTUNK2b8cWotFqtNq0bkRZCQ0OZOHEi27dvx8LCAkdHR4YMGUKlSpXSumlCpDubNm1iwoQJWFtbY2hoSHR0NDt27CB37txp3TQhvmnz5s1j4cKF2NraotVqyZIlC1u3biVz5sxp3TQhvmly3REi5XSBn/v379OrVy9sbGxwcHBg//79qNVqPD095TokvktxcXGcPHmS9evXs3//fsaNG0fv3r3R188YOTPfRTg3MTFR+b8u1rVx40auXLnCxo0b2b59O7Gxsfz666+cPn062XZCiP958OABkZGRyZY9e/aMqVOn8ssvv3Du3Dk2b96MkZERY8aMwd/fP41aKsS3xd/fP9m1CMDHx4fly5czdepUzp07h7u7O48fP2bixIm8evUqjVoqxLdFrjtCfJ4XL16wbds2du/eTWhoKAAqlYrExEQ2b95MSEgIy5cvZ9y4cXh4eBAQEMDixYuJi4tL45YLkfr+/Znfz8+Pbdu2YWNjQ8GCBbl06RLR0dFp1LovL0MGf7RaLWfOnGHQoEHUrFmT4cOHc/z4cSDpzS4yMpJjx47h6OhI9erVKVq0KEuXLsXS0pLVq1cr+xDiexcXF8f+/ftp1aoV+fLl46effqJLly6cPHlS2ebUqVNYWlpSvXp1AOzt7Rk5ciQvX77k4MGDAGg0mjRpvxBpJSYmhr179+Lm5kaBAgVo1aoVP//8Mzdu3FC28fDwwN7enmrVqgHg5OTEkCFD8Pb25uzZs4Bci8T3R647Qnw+rVbLuXPnaNmyJRUrVmTp0qX8/vvv1K1bl0ePHgGgp6fH4cOHadWqFebm5mi1WqysrGjTpg3nzp3D19c3bU9CiFSg1Wo5ffo0gwYN4ocffmDKlClcuXJFWW9ubk7Lli357bff6Nu3L+fOnSM4ODgNW/xlZbjgT2RkJAsXLmTEiBHExsbSuXNngoKC6N27N3/++ScAr169IiAggNKlSyuvy5EjB/Xq1ePMmTNERkbKGFfxXYqJiUn2/YULF1i3bh358uXjzz//ZNWqVURGRjJt2jSuXr0KQEREBJGRkVhYWCivc3Z2JmfOnHh5eQFI/QWR4f37CemRI0dYs2YNRYsWZc+ePUybNo1bt24xfvx4Hj9+DCR9OI2OjsbGxkbJCqpZsyYmJiacO3cOkL4jMj657gjx+W7cuMGDBw+U71UqFdu2bSN//vx4enpy/Phx1q5dC8CCBQsICQkBIFOmTMoHW911yMXFhZiYGC5fvgzIQwiRcbx+/ZrffvuN4cOHExcXR/Pmzfn777/p3Lmz8veePXt26tatS6ZMmahfvz5BQUHcv38/jVv+5aS7CIfuDejFixcsWrSI/v37s2vXLuXmITw8nMDAQAYPHsySJUvo1KkTS5cupWzZshw4cACAXLlyERISQkxMDAkJCUBS9LtYsWKo1WrOnDmT7FhCZGTPnz9nzJgxlCxZEjc3NzZs2KAMOdFoNNSvX5+RI0dSokQJSpQowbx583jx4gXPnz8HoEyZMjx+/DhZSmT27NkpWLAgz549IzQ0VG7CRYbk7+/PsGHDcHZ2pkuXLuzdu1e5FqnVaho2bMiIESNwcnKiZs2aLFy4kGvXrhEWFgaAg4MDfn5+JCQkoKenB0C+fPmws7PD39//raEuQmQUct0R4suYMWMGuXPnplWrVnTs2JHVq1cr15imTZsyaNAgihYtSmxsLHny5KFx48b4+voqBWxLlSrFxYsXgf8FTIsVK4axsTF+fn7JlgvxrdN9dn/27BmLFi1i5MiRHD16VFkfHh5OQEAAkyZNYsmSJfTq1YstW7Zgbm7OkSNHku0rISGBrFmzkiNHDs6fP6/EDNK7dBf8UalUPHv2jHbt2rF79260Wi1jx46le/fuQNLFf+zYsTRv3hyVSkVCQgImJibExMRgZWVFbGwsAIUKFeLixYvJbq6zZctG/vz5lSdLQmRkujdId3d3Tp8+zcSJE6lSpQrTpk1j0qRJAFSrVo1OnTphaWmpvE5PT4+nT5/i6OgIQMGCBTExMVFSJnX7tba2Rl9fX+oviAwpNjaW+fPn4+3tzahRo8iePTvDhg1j8eLFANSvX5/u3bsnm0UyLi6O6Oho7OzsgKS+k5CQoPQd3VNXGxsboqKiMlSasRAg1x0hUkr3+eVNhw8fZvfu3cycOZMLFy7g4uLC0qVL2bx5MwDVq1cnR44cABgZGQFJH4pNTU0xMDBAq9VSpUoVbt26RXBwsPIQIkeOHMTExKDRaIiPj/9KZyjE51OpVNy9e5fmzZuze/dugoKC6NmzJ6NHjwYgd+7czJ49mzp16gAQHx+Pubk58L8+8m81atTg1KlThIeHf52TSGXfdPDn77//Vgowv2nevHkkJCSwdetWFi1axNKlSzl+/Djr168HwNDQEI1Gg0ajQV9fn9evX/Ps2TMKFCig/GIbN27M9evXk6VI2traEh8fr1Tzlki3yAj8/f1ZtmwZI0eOZO/evUrAU6VSce/ePZYtW8awYcNo2rQpI0eOZNq0aaxfv57bt2+jUqnQarVotVqlfsLq1atxcXEhW7ZsQNLY2PLly7N3795kT1vNzMx49eqVsp0Q6Y2/vz/Lly9n4sSJeHl5Jashopsad8qUKbRo0YLp06fTt29f5s+fT1hYGCqVCo1Gg1arVYI67u7uNG7cWLnRKFCgAE5OTuzYsQNAufG2trbm2bNnyk27EOmNXHeE+HwXLlxg0KBBVKpUiQ4dOrBhw4ZkDwUOHz6MsbExrVu3xtzcnPHjx+Pq6srSpUuVbd4cxeDr64unpycjRowAkvqji4sLJiYm7Nq1K9mxQ0NDMTIywsDAQOpniW/SxYsXk9Xq0Rk/fjw5c+bkzz//ZOXKlUyaNIn169dz+PBhICnIo7s3MzAw4O7du8TExFCoUKFk+9FdV5o0acLNmzd5+fJl6p/UV/DNBX8uX75M9+7dyZ07N/369WPYsGG0atWKp0+fKtucPXuWxo0bY21tTWJiIi4uLrRs2ZKNGzcqT3tUKpVSt+ePP/4gISGBVq1aKfto0KABxsbGyd7sXrx4waVLl6hYseJXOlshvrzY2Fju3r1LVFQUQ4YMoWHDhuzatYuoqChGjx5Nt27dlG2DgoLQaDRKwVm1Ws2PP/5Injx52Lp1KwkJCcqNuFqt5tGjRxw9epQ2bdpgZmampEB27twZX19fNm3aBCSlSh49ehQrKyuyZ8/+9X8IQqRAbGwsjx8/JigoiD59+uDq6srOnTt5+vQpPXr0YNSoUcq29+/fx8bGRqkdZ2BgwE8//YSRkZESzFGr1Wg0GvT09Lh06RLXr1+nXbt26Ovro9VqMTIyokOHDhw8eJC9e/cCSSnJJ06cIH/+/BgYGHz9H4IQKSDXHSE+X3h4OB4eHnh7e3Po0CGGDBmi9KkSJUowffp0pk+fDkBYWBhRUVHJ/taNjIz46aefePz4MZcuXQJQHkQAzJ49m4YNG+Ls7AwkDbG0tLSkbdu2rF69mpUrVwKwdetWEhMTqVy5MoDUQRXfjLNnz9KpUydy5sxJ79696devH4MGDSIoKAhIyuTx9vamWbNmSuZ1u3btqF69OitWrCAqKgpI6he6B26bNm3CysqKBg0aJDuWbn2tWrWIiYnhzp07REZG8vjx43SdEfdN9GZfX19+/PFHnjx5wq5du4iPj2fXrl2cO3eO8ePHc//+fRYuXAgkvTHqnorC/4psurm58fjxY+7evZts38+ePWP27NlMmDABMzMzJQJua2tLv379WLduHcOHD2fPnj2MHTuWpk2bUrx48a949kKk3L/rUsXFxTF58mQWLlzIs2fPePToEQsWLODQoUP8/vvvzJ07l5MnTyrFZIODg8mfPz/Xrl1TXg9Qt25dTpw4QUREBPC/C/+SJUuwtrbGzc0NrVarZMnVq1ePjh07MmXKFPr27cuPP/7I1atXlZsUIb51UVFR9OrVix07duDj40NYWBju7u4cOnSIZcuWMXz4cPbt24e3tzeQ1Hfy5s3LzZs3gaS+aGtri4uLi1JfDv5387B48WKKFy9O9erV0Wg0yhOl1q1bU69ePQYNGsTw4cNp3bo1L168UIbACPGtkeuOEKnjzp07TJs2jejoaAIDA3Fzc2PhwoW0aNGCUaNGMXDgQA4ePIhWq8XCwkJ5iKCbvh2gSJEi5MmTh1OnTgFJQVG1Ws2JEye4cuUKnTt3VvqW7t+BAwdSr149li5dSqlSpRgyZAgtWrSgZs2aX/+HIMS/nD59mh49evDw4UN27tyJkZERnp6enD59mp49e3LkyBHWrVsHJE3TnjNnTiVpRHd9+emnnzh//jxPnjxJtu9bt26xevVqZsyY8c4RPzExMcTExJAlSxalDl3btm25c+dOKp916vmqwZ+oqChu3LihXNh1kejbt29jZmaGgYEBdevWZejQoZQtWxYDAwNcXV1p1aqV8iaWmJhIvnz5lB96pkyZAKhUqRJxcXHJMn8AfvvtNypVqsQPP/yQbDlA+/btWbBgAQEBAYwZM4bMmTMzYsQIMmfO/BV+GkKknK+vL2fPnk3296zVajE0NMTX1xdnZ2fy5MnD77//Tq1atZRtSpQoQf78+bl16xYAlpaWmJubc/36deB//aNOnTrcu3cv2Rjzv//+m40bN/L7778r24aGhpKQkIChoSGDBg1i48aNGBsbU61aNbZu3UqZMmVS/WchxKd4+PChcg3S0Wq1mJiY4OPjg6OjI6VLl2bGjBlUqVIFjUaDWq2mbNmy2NjYKFPk5syZk9jYWGUGCN0H4ipVqigfanXL/vzzT44dO8aCBQuApBvuiIgIEhMTMTIyYs6cOcyaNYuwsDCqVq3Kpk2bKFCgwFf4aQjx8eS6I8TnCQ8PZ/v27UyYMIE9e/YoQ4J114q8efPi7+9PyZIladu2LYMGDVKGqOjp6REWFkbu3LmVwue5cuUiICBAuQ5pNBoMDAwoVaqUkvmjr69PbGwsy5Yto0GDBpQvX16pNXfhwgUgqc7cxIkTWbJkCXPmzOHu3buMHDnya/94xHcuKipKGSKsG/oLcO3aNTQaDaamptSpU4ehQ4dSokQJMmXKROfOnZXZugFMTEzIli2bUqxcl0FdvXp1IiMjkwV/NBoNEyZMwM3N7Z3XjaioKMaMGUOePHkwMjKibt26TJ8+HU9PT4oVK5aqP4vUpJ/aB4iPj2f79u0sXLgQPz8/atSowbBhwyhdurTyS9XX1+fRo0fY2tpia2v71j58fHwoXLgwAFmyZKFw4cJ4eXkRFBSEtbU1cXFxGBoaYmVllWw83qVLl7hz5w6TJk0iMDCQPXv24OXlRa1atejRowcAzZo1o0GDBu8t8iTEtyI8PJx58+axbt06DA0NyZIli/KEpmDBgsTHx2NoaIienh5+fn4YGBhgb28PJAVN9fT0ePjwIa9fv6Zs2bJA0hOi7NmzK9Mb6t4kc+XKRWRkpBKgjYyMZM6cOXTo0EGp5eDp6YmVlRXLli2jaNGiQNI01fKkSHxrnj59ypw5c9i5cycWFhYUL16c7t27U7t2bSDpJkOlUmFvb4+fnx+urq5KurDuOvX48WMCAwOVG4TSpUtjYGDA9evXcXNzU56g2tnZERMTQ2hoKJkzZ+bVq1csXbqU/v37c/36dfbu3YuHhwfFihVjzpw55M6dGz09Pdzc3HBzc0uDn44Q7yfXHSG+jG3btjFlyhSMjY1xcnJi27ZtHD58mNmzZ2NsbAz8LyvOz88PBwcHJUs0MTERfX19/v77bxwcHJRJAypWrMjRo0e5ePEiZcqUQa1Wo9VqsbGx4fbt20DSNWznzp0cOnSI4sWL07RpUy5dukRMTAyTJk1SrmUAFSpUUNqrO7bUPxWpSXf/NW/ePCZPnsyYMWMYMmQIiYmJqNVqVCoVFhYW3Lt3DxsbG+rXr5/s9YmJidy6dUsp2WJnZ4e9vT03b94kJCSELFmykJiYSObMmbG1teXx48fKaw8fPkxoaCiTJ0/m6dOn7Nu3j0uXLtGoUSOaNm2Kvr4+7du3Z8CAAeTJk+ed7U6PvnjmT0hICIcOHeL169dAUqrWqlWr6NChA2fPnmXevHnKm5YuHd7GxibZk9g3C4s9ePCAs2fP0rVrV2VZ6dKl0Wg0eHp6AkkFnmNjY8mcObMyli8mJoZFixYpKY7FihVjzZo1FC5cmLp16yZrsy7wk5iYKNO7i2/W9u3bOX78OIsWLeLatWsMGzYMb29vJdXRwMCAyMhI8uTJo6TF6/qSrq+tWLGC0qVLU6pUKQCyZs1K5cqVuXDhQrLZUU6dOkXevHmV6ULPnj3L0aNHcXd3p0uXLjx58oRff/0VDw8P5QZc580inUJ8bW/+7en+7+7uzsOHD9m6dSseHh6Ym5szffp0PDw8gKRMnGfPnpEtWzZl+lvdtUDXd5YtW0bDhg3JlSsXAPb29pQtWxYvLy/legdw7tw5HBwclKdXnp6eXLhwgalTp9K+fXuePXvGuHHjWLNmDblz507Wduk74lswe/ZspY7Otm3b5LojxCfQ1R55U0BAADNnzqRz5878/fffuLu7M3jwYK5fv65kikLSZ543rwu6YI6+vj5eXl78888/dOrUSVnv7OxMkSJF2LBhg7IsJCQEDw8PqlevTmJiIiqVip07d6JWq/Hy8sLZ2Zn9+/crte3eV1tO98FbiC8pJCSEgwcPKkMVVSoVAQEBHDlyBCcnJ06ePKks1z1Uy5IlCyYmJso+3nyvv3r1Kn5+frRo0UJZVrZsWV6/fq1MGqWnp8ezZ8/IkiWLcm8WEhLCnDlzuHTpEm5ubpQsWZJVq1aRO3duypUrByTFF0qXLk2ePHmUAtG6e8P03De+WOaPLjX+ypUr9OzZk0ePHhEaGsq8efNwdXWlT58+AEq2zpsePXpEqVKlCAgIwMbGBrVaTXx8PAYGBsyePZtKlSpRrVo1EhIS0NfXp1y5cri6uvL777+TP39+qlatysGDB3nx4oWSapyYmIi1tTUDBgygevXquLi4KDci7/Nf64VITbdu3WLPnj1cvXqVvn37UrNmTeXJaXx8PKdPn8bKykqJejds2JCNGzcqacMqlUrJomvZsiWQvEjf8ePHuXDhglKMVtef3Nzc2L59O927d2fUqFHkzp2bPXv2UK9ePYoUKQJAvnz5WL58OVWrVn1rBqJ/R7/lSZH42q5evcr27du5ePEiJUqUoEGDBtSuXRu1Ws3169fx9PSka9euypOhWbNm0aNHD9zd3WnYsCEAVlZWXL9+nS5dugDJL+zbtm3j5cuXLFu2DPhf32nTpg3Hjx+nZ8+ejB07FrVazenTp/nhhx+UhxylSpVi/vz51K1b9z9n75K+I9KS7j7u5s2bvHjxgnbt2uHl5SXXHSH+w+XLl9m0aRM7d+7E2dmZJUuWkD17dqVP/fPPPxgZGSWbTUg33bruWgFJs9X5+PhQpEgR5W9cFwDSDU9xcnJS9mtubs7AgQNp0KABTZs25ccff+TChQvY2dnRrFkz5XPNggULyJkz51vt1u1HiNT2ZpygV69ePHr0SPmM888//6DVaunevTvjxo1TrhO6PnDnzh2KFStGeHg45ubmqNVqZZs5c+bg6uqKk5OTEjuoUaMGnp6ezJ49m2LFipEvXz4ly8fFxQVIuk7Z2NgwcOBAqlatSo0aNT4YB3izQHR698nBn7i4OI4cOcKhQ4fQ09Pjxx9/xMXFRXnzMDc3x8bGRrkxuHjxIiNGjGDs2LHs2rWLHDlyUKtWLTp06KA8QX3y5Al6enpYWFgASTcHBgYGnDlzhlOnTrFixYqkxv7/UyV9fX2GDh3Ko0ePGDRoEJkzZ+b+/ft06NCBGjVqAElvqrNnz07Wdl2kUN7oxLcgJCSEv//+mxo1anDlyhVGjx6NRqMhODiYS5cuJUtj19W6cnd358mTJ2TJkoXt27eTmJjI0KFDAZTCf/fu3cPQ0FBZpnvDnT17No0bN8bR0RFAeWO1trZm3rx5LFmyhIEDBxIQEECtWrWSzc5SsGBBChYs+NY+5YZbpIWQkBAuXLhAiRIl2L9/P+7u7hQqVIiWLVty/vx5evTowaxZs3Bzc8PCwoIXL15QsmRJ5fXGxsb4+/tz584dXr16hZWVFZkyZSIsLEy5dulS3iMjI1m8eDE//fSTcs3SXYucnJyYPXs2ixYtok2bNgQHB9OoUSM6dOigHKt48eLKJAL/7jtCfC26m+hnz56xefNmLl26hIuLCz/++CP29vbKTXhYWBi2trbKVOkFCxZk5cqVct0R4l9mz56NnZ0dbdu25c8//yQ4OBgXFxeCg4N5+PBhsuBPrly5sLOzY86cOZiYmPD333/z559/8tNPPyUbTpI5c2bCw8OVYV46S5cuJSIigsGDBwPJP8cUKlSIHTt2sHPnTlasWEGRIkWYMmUKefPmVbbRBX7+/TlIPg+JL+1j4wS6mVAh6e+7e/fu5M+fHwAvLy9q166tDCsODAwkKioKc3Nz5Vqgr6/PX3/9xc2bNxk/fjzwvyHE2bJlY8KECXTs2JF27dphYmKCn58fvXv3Vu7HLCws2LhxY7K2fy9xgk8K/uzcuZM5c+YQGxtLxYoVSUhIoGnTpixZsoQWLVqgr6/P7du3KVGiBK9fv+bx48c4ODgwY8YM7O3tWb16NdeuXWPZsmXcvXuXNWvWAGBtbc29e/fIlClTsje8mTNn4urqSqVKlYCkmgtqtRp7e3uyZcvG1q1b2bt3L0FBQVSvXv2dBTLfHLOa0X+Z4tsWGRmJqampEq3WRb/9/PzInj07jRo1wtXVlfnz5/PPP/8A/8tGy5QpE71790alUtG2bVtu3ryJjY0NWbJkYejQofTr148yZcoQGxtLkSJFlNpXukDqH3/8QVRUFKNGjSI2Npbz589z/vx5+vbti4mJCU5OTixduhRfX18KFy78wb6SkaLfIn0ICQkhNDRUuUm+fPkyffv25cKFCzx48ID+/fvTsmVL9PX16dKlCz179sTT05NGjRqRN29ecufOzezZs5kxYwYFChRg06ZN2NnZ4e/vz6FDh2jdujV+fn6ULFmSwMBAAGWa6Q0bNmBiYsKQIUOIiYnh/PnzXL58mcGDB6PVaqlSpQrOzs7cvXuXYsWKvbPv6D54S98RaUWlUvHq1Sv69+9PZGQkZcqUYevWrbi7u3P48GElI9vCwoIbN24oQZg+ffqgVqvluiPE/3szQ+7ly5e0bdsWV1dX7OzsePnyJcOHD8fHx4dKlSopf9MFChRg4cKFbN26lfbt21OyZElcXFzYsGEDV65cYc6cOdja2nLv3j3Kly/Ps2fPyJ07N1qtlpcvX7Jv3z769euHVqtl+fLlbN++nRIlSjB37lwSEhIoWbIkTk5O/zlLpHwOEqnpY+MEJUuW5MWLF9jZ2fHgwQNCQ0MpVqwYFhYWFClShLNnz1K7dm0lyG9nZ4eXlxeAEjSKjY1l6tSpdOrUCQcHByApTmBhYUHmzJnJkycPBw4cYOfOnURFRVGnTh0luPSm7zFO8ElnaWtry4gRIzh27BiLFy9m0aJFNG3alF27dilj6MLCwpTp2PX09FCpVFy7do3WrVtToUIFevXqxcKFC/Hw8FCmyNXX11eeMuku7hs2bOCff/6haNGiDBo0iBIlSlCyZEk8PT2TjfVr0qQJXbt2fe/MKPKEVaSVuLg49u3bR7du3ShQoIAyTlsX3DQ3N8fW1haNRkP+/PkZOnQoxYsXp0CBArx48YIHDx4A/6s9Ym1tTdmyZcmUKRN79uzh1q1b/P7770RHRyuzMrx8+ZJMmTJhZWUFJEXBg4KCmDhxIs+ePaNz587kzp2b9u3bc+bMGWJiYpK12cHBAbVajUajkfpXIs3ExsYqfcfBwYH8+fOze/duZb2FhQWWlpZkyZKFsWPH0qZNG/T19ZUPnVqtFjMzM+VaMXHiRNRqNQ0aNCBr1qysWLGCJk2aULZsWWXGofDwcCIjI5PVpHv06BG//fYbISEhuLm5kSdPHjp27IiXlxexsbHKtSVTpkw4OTm9t+/INUh8LQkJCRw5coSZM2cqDxF0du/ezY0bN1ixYgVTp05l3759xMfHM2fOHKXODiT1Bd30uHLdEd+ju3fvMnfuXPr378/WrVsJDg4GUIrQ/jtDrnLlyuTNmxdnZ2fMzMy4e/fuW0OqsmXLhoeHB4MHD2b//v3MmjWLtWvXcuvWLdavXw8k1QZKSEjAxsZGeWiwZcsWzp8/z+jRoylUqBBr166lfPnyyhBl3T2l7lhSv1SklY+NE0RERJA9e3YAjhw5QqFChShSpAg5cuTAwcGBzZs30717d44fPw4k3RPqHv7p4gSLFy8mMjKS3LlzJ4sT6F4DSVne7du3p2fPnu8M/MD3GSf4pOBPhQoVaNKkSbKp0FUqFba2tsqyHDlyKFMO5s2bV0k1rF69uvKaqlWrolarefr0KYDy1Ef3hwEoKZTz588nLCyM6dOn8+LFC3r06PFWZE7e5MS3ZuXKlWTPnp0RI0ZgYGDAggULlEw3nTt37ijRb0i6aQcoWrQoCQkJXL16Ffjf33dCQgIHDhygQIECuLi4oFKpKF++PD///DM3btwgMTEROzs7Ll68mCwYGhwcTKZMmShevDjVq1fn9OnT+Pv7s2fPHuVm/d++xzdDkfa0Wi1169bFzs6OUaNGkSlTJn799VcMDQ2VmYLgf33n2bNnGBoaJksDjoyMxN/fn7x582JsbIxWq6V27dosXbqUDRs24Ovry7lz5+jcuTOBgYFKLZG8efNy6dKlZKny9+/fx8rKihw5clCtWjVOnz6Nn58ff/7553tniJS+I9KKt7c3bdu2ZdiwYUyfPj1ZIVmAAwcO0KBBA2X4ooWFBd26dePq1avKtqGhoRQqVEj5sBsbGyvXHfHdCAoKYsiQIbRs2ZITJ06QKVMmpk+fTuvWrYH/ffDUZcjphiXC/+pZFSpUiIcPHypTSuseQhw9ehSAOnXqKK9xdHTE0dERHx8fALJnz84///xDpkyZlFm+smfPTt++ffnjjz8ICAjg3LlzTJ06FScnp3eeg+7BuxBf28fGCe7du4darSY0NBQPDw+0Wi19+vTB0dGRTZs2ERQUhIGBgZLR4+Pjk6xmVWJiIh4eHjx+/JjJkycrcYLnz5/TtGnTt9olcYLkPmnYl24sXVhYGCtWrODAgQMEBgYya9YsZZuIiAgcHR2Jjo7GwsKCunXr8tdff3H58mWcnZ2BpMK2FhYWytOfqKgowsPDkw2JmTp1KlZWVm8Vh35XcTJ5kxPfmmzZspEvXz5279791ow+ur9xXfT737PfFStWDDMzM65du4abm5vyphUfH8/Dhw+VYpi6IoAeHh7Y2toSEhJC1qxZMTQ0TBZILVCggBJIetOb0ygK8S1QqVRMnjyZnDlzKhf6K1eukDVrVmJjY5XtdH3H3t4+2ZAqSHpwEBAQoGTa6ZZbW1sr1xOtVsuhQ4e4f/++Mt17dHQ0+fPn5+nTp9jY2ABJT3Nv3LjxVjt19VGE+Jao1WqKFy/O9OnT6dmzJ+fPn6d58+ZkypQJSComGxQUhEqlUq5DLi4uHDhwgAsXLuDi4kJERARRUVFKgCgxMVGuOyLDSUhI4MSJE1y5coVGjRops8clJiZy48YNFi5cSLVq1YCkoGqdOnU4c+YMVapUUfpOeHi4cl1687NJ2bJlWbt2Lbdv3yZ37tzK37ypqSmvXr3i8uXLysx3Fy5cwNvbmxEjRgBJ16Z8+fIRGxuLkZERenp6tGnTJlnbdcEkqX0lvjUfGydwcHAgKiqKzJkz8+rVK/z9/SlTpgyTJk3C1NSUkSNHUr9+feXzk4GBgTKsWDfr1rx587C3tydr1qzJ2iBxgv+Wotm+AgMDOXPmDJUrV0ZfX58ePXrQo0cPRo8ezZMnT8iRI4fygbVRo0bs3r2bgQMHMmrUKMqXL8+yZcsoV66ckg1ka2urZAvpbqgLFy4MvF3k73sZjyfSt9KlS2NlZcXy5cvJnz8/58+fp1y5ctSrV09JXXzz7/7NmUvy5cuHnZ0d9+7dIy4uDkNDQzQaDcbGxtSuXZsFCxZgZGRElSpVOHfuHCdPnmTMmDFkzZqVmzdvkj9/fkJCQpT96lKC/33TLR9exbdINyOX7gb70aNHAMlm+8mePbvSd970+vVrfvvtN8aNG4eVlVWyfhUeHs7Tp08xNzfH19eXOXPm0K9fP+Vac/PmTWxtbZUMPK1Wi7GxMSB9R6QPDg4ODB8+nEyZMlG/fn22bNnC69evlb5TokQJJQNV9zfs4OBAlixZlCwFe3t7vL29GT58OAAmJiZy3REZire3N1OmTOHu3bv4+fmRM2dOHB0dlQyFDRs2YGtrCyT9LRcpUoTcuXNz+/ZtqlSpgp6eHhERERQqVIhXr14ByT9cli9fnpUrV3Lnzh3q1q2r9IWKFStStWpVJk6ciI+PD0+ePMHHx4fatWsr01TrsoliYmKSZZd+j3VJRPr1KXGCbdu2YWpqqkz6FBAQQM6cOdmwYQNNmjQhKioKS0tLZSgyJE3BXqJECUDiBCmRouBPgQIFktVfKFiwIAsXLqRevXoYGxtz5coVTExMiI+Px9LSklmzZrFgwQImTJjAs2fPKF26NKNGjSJLlixK4aYaNWq8NXUnSJE/kT7Z2tqSK1cutm7dirOzM3ny5GHlypXMnDkTT09PChUqRFRUFEWKFFGe8EDSm5ienh5FihThr7/+4s6dOxQvXpzo6GhMTU3p3LkzJiYmHDx4kL179+Lo6Mi4ceOU7AVzc3NKlCihVLN/sz9JPxLpie6GWavVEhYWpqT/QtKTo3/3HUiawr1w4cI0adIESP73HxoayubNm1m3bh16enq0aNGCnj17KsfJnj07efPmVabilb4j0hsDAwPlyWv9+vWZOnUq/v7+SvCnfPnyTJ48mXv37lGwYEE0Gg2mpqbo6ekRFxdHWFgYFhYWWFtbK8ORAbp27SrXHZFhfChDTqvVKoEfXYbn1atXiY+PV7KDVCqVkiGny1B982++cOHCWFtb8+DBA0JCQpTsOHNzc6ZOnYqLiwsnTpzAwcGBoUOHJhvSXLFiReLi4pINm9G1WYj04mPiBKampiQmJiZ7sAeQJUsWWrVqpWSS6h6A6x4MSpzg86Uo+KOjezKbJ08ewsLCiIqKwsTERPkl6G6qCxQowO+//46Pj49Sh0FHrVbTsGFDsmfPLmlZIsMwMjKiRYsWdO7cmUqVKilp9vXq1WPOnDksXLhQuSl/cyyqrg8ULFiQyMhIpk+fTnBwMLlz52b58uVYWFjQvXt3WrVqpUTJ35QnTx6GDBmCqanpVztXIVKTr68vhQoVIjQ0FEtLSwDu3bunDPnS8fHx4eLFi4wYMYL4+Hg2bNjA8ePHcXZ2pm/fvtjY2NC2bVs6der0zgkCHB0dmTBhAmZmZl/t3IRILUWLFsXU1JRr165RtmxZ9PT0KF26NLlz52br1q2MGTNG+UAZGxtLfHw8FhYW3Lp1iwIFCih9S6PRYGZmJtcdkWF8KEPuXYHL1atXU7hwYeXDJyQ9LLh+/bqSIacTHx9PTEwMarWabdu2sX//fl68eMGaNWv48ccfMTExoXnz5jRv3jzZ63SZC3Xq1JHPQiLD+K84wbuCNoaGhnTu3Fn5Xl9fnw4dOry3YLP4dCkKJetuCvT19QkODmbnzp1YWVlRokQJHj9+TNGiRYmPj0/2BqbVanF0dMTY2BiNRpNsxq7ChQu/84ZCiPSsXr16uLi4YGBggFqtJlOmTDRv3hwfHx+Cg4OVIS2ZMmUiMTERSCo22LNnTwYOHIiPjw9+fn44ODgoszro6PrLu2Z1kBtwkRHorhEPHjzA1tZWeUoESQ8N3uw7Go2G5cuXc/nyZQYMGED+/PmZNWsWlpaW1KxZE0i6oXBwcFACP++aWUgCPyIj0A1dLF++PKdOnSI6OhpIGsLVqVMndu3axeLFiwE4efIkfn5+yjB8c3Nzbt68qWTavZlxINcdkREYGBgodbDq16/Pw4cP8ff3f+e2Xl5enDx5kilTpgD/uy4lJiaSNWtWJUNOd23asGEDefLk4erVq9SrV49ff/0VX19ffvzxx2R9RjdURbdM188k8CMygo+NE3zIm3GCEiVKyP3ZF5SizJ8FCxaQmJjIzZs3uXbtGtbW1syePRsrKyt8fHxwdnZWUo913nxDk/RF8T3QZb7B/57q2Nra8uzZM4yMjJR0e/hfn7C0tCRz5szMnDkTV1fXZFly7yKpjiKj0hWWValUaLVaDA0NlRvsbNmy4evrCyT1gfj4eAwMDOjRowfVqlWjZs2a//lhVK5DIqPS3W81btyY6dOn8+rVK+XGuVu3bkRFRbF8+XK2bNnCw4cPadGiBW3btgWSMhoiIyMxNDR87/7luiMyijcz5MqVK5dsunS1Ws3MmTNxc3NLVvAckrJP8+fPr3zI1f3boEEDypUr99ZMXP8uayHFmkVGlpI4wb/JPVrqSVHwp0SJEri7u5MrVy7mz5+fbBr3Fi1aYG5u/sUaKER6prvg6+vr8+DBA9asWUPFihWxtLTkxYsXODo6Kh9cIemm+s2q+DKrg/ieRUdH8+TJE2WmSN2HzmfPniXrOwYGBsn6DUjfEd8vXT9xdXVl6NCh7N27l/DwcNRqNUOGDGHMmDHUqVOHJ0+eULFiRezt7ZXXxsTE4O7u/tYMKkJkNLohKboMuXbt2mFmZqYs37p1K/Hx8QwdOpSIiAhOnz7N5cuX+fnnnzE1NeXWrVtKhtybteOyZ88OJC92Ltcg8T2ROMG3LUXBn1q1alGrVq1ky3Qfclu1aiXROiH+35w5c9Bqtfzzzz9cv36dfPnyMW3aNID3Rr91T5Ckar343hkaGnLhwgU6dOgA/K8Ap6+v7zv7jsyIIkRSDZ8NGzZw5MgREhMTmTx5Mvnz5+fnn38mMTERfX19KlSoQIUKFYDk1xwLCwuqVq2als0X4qt4X4acvr4+QUFBTJo0ifDwcNq2bcvly5cxMzPDxcWFhIQEbGxsJENOiPeQOMG3LcUFn7VarfKLfDOqLb9QIf6nePHirFixggIFCjBv3jxcXFyUdS1btnznGFZ5QiREkpCQECZNmqT0G13feF/fkeuPEEnZO2fOnMHc3Jy//vqLypUrv3O7N+/hhPjevC9DTqVS0alTJ/T19alevTrVqlVj5cqVysxeAGFhYZIhJ8QHSJzg26XS/rtqnxDii/n3OO83l+nqAAkhPo30HSE+jW4YpPQbIZK8mSF36NAhDAwMyJcvHz///DNt2rTByMgo2fa6Is2S0SOESM8+a6p3IcSH6UDoEOAAAADZSURBVIrVSvRbiJT7dxBV+o4Q/02GQQrxfh+TIffvuj0S+BFCpHeS+SOEEEIIIYT4rkmGnBAio5PgjxBCCCGEEOK782aGnBBCZHQS/BFCCCGEEEIIIYTIwCSvUQghhBBCCCGEECIDk+CPEEIIIYQQQgghRAYmwR8hhBBCCCGEEEKIDEyCP0IIIYQQQgghhBAZmAR/hBBCCCGEEEIIITIwCf4IIYQQQgghhBBCZGAS/BFCCCGEEEIIIYTIwCT4I4QQQgghhBBCCJGBSfBHCCGEEEIIIYQQIgP7P23JDXIJeZjFAAAAAElFTkSuQmCC\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: 0.2.45b0 [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 0x130a0f3a0>"
|
||
]
|
||
},
|
||
"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: 0.2.45b0 [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 0x130f39b50>"
|
||
]
|
||
},
|
||
"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
|
||
}
|