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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Technical Analysis with Pandas ([pandas_ta](https://github.com/twopirllc/pandas-ta))\n",
"* Below contains examples of simple charts that can be made from pandas_ta indicators\n",
"* Examples below are for **educational purposes only**\n",
"* **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."
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"Pandas TA v0.2.74b0\n",
"To install the Latest Version:\n",
"$ pip install -U git+https://github.com/twopirllc/pandas-ta\n",
"\n",
"Populating the interactive namespace from numpy and matplotlib\n"
]
}
],
"source": [
"%matplotlib inline\n",
"import datetime as dt\n",
"import random as rnd\n",
"\n",
"from tqdm import tqdm\n",
"import numpy as np\n",
"import pandas as pd\n",
"import matplotlib.ticker as ticker\n",
"import mplfinance as mpf\n",
"\n",
"from alphaVantageAPI.alphavantage import AlphaVantage\n",
"import pandas_ta as ta\n",
"\n",
"from watchlist import colors # Is this failing? If so, copy it locally. See above.\n",
"\n",
"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",
"\n",
"%pylab inline"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### List of Indicators (post an [issue](https://github.com/twopirllc/pandas-ta/issues) if the indicator doc needs updating)"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Pandas TA - Technical Analysis Indicators - v0.2.74b0\n",
"Total Indicators: 198\n",
"Abbreviations:\n",
" aberration, above, above_value, accbands, ad, adosc, adx, alma, amat, ao, aobv, apo, aroon, atr, bbands, below, below_value, bias, bop, brar, cci, cdl_pattern, cdl_z, cfo, cg, chop, cksp, cmf, cmo, coppock, cross, cross_value, cti, 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, stc, stdev, stoch, stochrsi, supertrend, swma, t3, td_seq, tema, thermo, trima, trix, true_range, tsi, tsignals, ttm_trend, ui, uo, variance, vidya, vortex, vp, vwap, vwma, wcp, willr, wma, zlma, zscore\n",
"\n",
"Candle Patterns:\n",
" 2crows, 3blackcrows, 3inside, 3linestrike, 3outside, 3starsinsouth, 3whitesoldiers, abandonedbaby, advanceblock, belthold, breakaway, closingmarubozu, concealbabyswall, counterattack, darkcloudcover, doji, dojistar, dragonflydoji, engulfing, eveningdojistar, eveningstar, gapsidesidewhite, gravestonedoji, hammer, hangingman, harami, haramicross, highwave, hikkake, hikkakemod, homingpigeon, identical3crows, inneck, inside, invertedhammer, kicking, kickingbylength, ladderbottom, longleggeddoji, longline, marubozu, matchinglow, mathold, morningdojistar, morningstar, onneck, piercing, rickshawman, risefall3methods, separatinglines, shootingstar, shortline, spinningtop, stalledpattern, sticksandwich, takuri, tasukigap, thrusting, tristar, unique3river, upsidegap2crows, xsidegap3methods\n"
]
}
],
"source": [
"e = pd.DataFrame()\n",
"e.ta.indicators()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Individual Indicator help"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Help on function ema in module pandas_ta.overlap.ema:\n",
"\n",
"ema(close, length=None, offset=None, **kwargs)\n",
" Exponential Moving Average (EMA)\n",
" \n",
" The Exponential Moving Average is more responsive moving average compared to the\n",
" Simple Moving Average (SMA). The weights are determined by alpha which is\n",
" proportional to it's length. There are several different methods of calculating\n",
" EMA. One method uses just the standard definition of EMA and another uses the\n",
" SMA to generate the initial value for the rest of the calculation.\n",
" \n",
" Sources:\n",
" https://stockcharts.com/school/doku.php?id=chart_school:technical_indicators:moving_averages\n",
" https://www.investopedia.com/ask/answers/122314/what-exponential-moving-average-ema-formula-and-how-ema-calculated.asp\n",
" \n",
" Calculation:\n",
" Default Inputs:\n",
" length=10, adjust=False, sma=True\n",
" if sma:\n",
" sma_nth = close[0:length].sum() / length\n",
" close[:length - 1] = np.NaN\n",
" close.iloc[length - 1] = sma_nth\n",
" EMA = close.ewm(span=length, adjust=adjust).mean()\n",
" \n",
" Args:\n",
" close (pd.Series): Series of 'close's\n",
" length (int): It's period. Default: 10\n",
" offset (int): How many periods to offset the result. Default: 0\n",
" \n",
" Kwargs:\n",
" adjust (bool, optional): Default: False\n",
" sma (bool, optional): If True, uses SMA for initial value. Default: True\n",
" fillna (value, optional): pd.DataFrame.fillna(value)\n",
" fill_method (value, optional): Type of fill method\n",
" \n",
" Returns:\n",
" pd.Series: New feature generated.\n",
"\n"
]
}
],
"source": [
"help(ta.ema)"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"# Function to format Millions\n",
"def format_millions(x, pos):\n",
" \"The two args are the value and tick position\"\n",
" return \"%1.1fM\" % (x * 1e-6)"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [],
"source": [
"def ctitle(indicator_name, ticker=\"SPY\", length=100):\n",
" return f\"{ticker}: {indicator_name} from {recent_startdate} to {recent_enddate} ({length})\"\n",
"\n",
"# # All Data: 0, Last Four Years: 0.25, Last Two Years: 0.5, This Year: 1, Last Half Year: 2, Last Quarter: 3\n",
"# yearly_divisor = 1\n",
"# recent = int(ta.RATE[\"TRADING_DAYS_PER_YEAR\"] / yearly_divisor) if yearly_divisor > 0 else df.shape[0]\n",
"# print(recent)\n",
"def recent_bars(df, tf: str = \"1y\"):\n",
" # All Data: 0, Last Four Years: 0.25, Last Two Years: 0.5, This Year: 1, Last Half Year: 2, Last Quarter: 4\n",
" 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",
" yd = yearly_divisor[tf] if tf in yearly_divisor.keys() else 0\n",
" return int(ta.RATE[\"TRADING_DAYS_PER_YEAR\"] / yd) if yd > 0 else df.shape[0]\n",
"\n",
"def ta_ylim(series: pd.Series, percent: float = 0.1):\n",
" smin, smax = series.min(), series.max()\n",
" if isinstance(percent, float) and 0 <= float(percent) <= 1:\n",
" y_min = (1 + percent) * smin if smin < 0 else (1 - percent) * smin\n",
" y_max = (1 - percent) * smax if smax < 0 else (1 + percent) * smax\n",
" return (y_min, y_max)\n",
" return (smin, smax)\n",
"\n",
"price_size = (16, 8)\n",
"ind_size = (16, 3.25)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Load Daily Ticker Data using yfinance and clean it"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [],
"source": [
"# help(e.ta.ticker)"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"==== Company Information =====================================================\n",
"SPDR S&P 500 ETF Trust(SPDR S&P 500) [SPY]\n",
"\n",
"==== Market Information =====================================================\n",
"Market | Exchange | Symbol | Category US | PCX | SPY | Large Blend\n",
"\n",
"NAV | Yield 412.26 | 1.4100%\n",
"\n",
"\n",
"\n",
"==== Price Information =====================================================\n",
"Open High Low | Close 411.5100 411.5100 411.3600 | 416.0700\n",
"HL2 | HLC3 | OHLC4 | C - OHLC4 413.8150, 414.5667, 413.8025, 2.2675\n",
"Change (%) 3.9000 (0.9462%)\n",
"Bid | Ask | Spread 0 x 3000 | 0 x 900 | 0.0000\n",
"Volume | Market | Avg Vol (10Day) \n",
" 66,800,695 | 66,800,695 | 83,814,319 (68,202,400)\n",
"\n",
"52Wk Range (% from 52Wk Low) 272.99 - 417.91 : 144.9200 (52.4122%)\n",
"SMA 50 | SMA 200 398.1362 | 374.2268\n",
"Avg. Return 3Yr | 5Yr 17.7400% | 16.8200%\n",
"\n",
"==== Dividends / Splits =====================================================\n",
"\n",
"Stock Splits (Last 5 of 114):\n",
"Date 2021-03-19 2020-12-18 2020-09-18 2020-06-19 2020-03-20\n",
"Ratio 1.278 1.58 1.339 1.366 1.406\n",
"\n",
"SPY(252, 7) from 2020-04-22 00:00:00 to 2021-04-21 00:00:00\n"
]
},
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>open</th>\n",
" <th>high</th>\n",
" <th>low</th>\n",
" <th>close</th>\n",
" <th>volume</th>\n",
" <th>dividends</th>\n",
" <th>stock splits</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",
" <th></th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>2020-04-22</th>\n",
" <td>273.956662</td>\n",
" <td>276.564830</td>\n",
" <td>272.539388</td>\n",
" <td>274.694824</td>\n",
" <td>93524600</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2020-04-23</th>\n",
" <td>276.062859</td>\n",
" <td>279.458417</td>\n",
" <td>274.350332</td>\n",
" <td>274.675110</td>\n",
" <td>104709700</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2020-04-24</th>\n",
" <td>276.299118</td>\n",
" <td>279.222243</td>\n",
" <td>274.104305</td>\n",
" <td>278.503754</td>\n",
" <td>85166000</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2020-04-27</th>\n",
" <td>280.619817</td>\n",
" <td>283.720094</td>\n",
" <td>280.127709</td>\n",
" <td>282.519348</td>\n",
" <td>77896600</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2020-04-28</th>\n",
" <td>286.426668</td>\n",
" <td>286.800675</td>\n",
" <td>280.895376</td>\n",
" <td>281.220184</td>\n",
" <td>105270000</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" open high low close volume \\\n",
"date \n",
"2020-04-22 273.956662 276.564830 272.539388 274.694824 93524600 \n",
"2020-04-23 276.062859 279.458417 274.350332 274.675110 104709700 \n",
"2020-04-24 276.299118 279.222243 274.104305 278.503754 85166000 \n",
"2020-04-27 280.619817 283.720094 280.127709 282.519348 77896600 \n",
"2020-04-28 286.426668 286.800675 280.895376 281.220184 105270000 \n",
"\n",
" dividends stock splits \n",
"date \n",
"2020-04-22 0.0 0 \n",
"2020-04-23 0.0 0 \n",
"2020-04-24 0.0 0 \n",
"2020-04-27 0.0 0 \n",
"2020-04-28 0.0 0 "
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Recent Data\n",
"ticker = \"BTC-USD\"\n",
"ticker = \"SPY\"\n",
"df = e.ta.ticker(ticker, kind=\"info\", lc_cols=True)\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.tail(recent_bars(df)).head()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Aliases"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [],
"source": [
"opendf = df[\"open\"]\n",
"highdf = df[\"high\"]\n",
"lowdf = df[\"low\"]\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, volume, dividends, stock splits, -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_mpf_kwargs(**kwargs)\n",
" self._validate_chart_kwargs(**kwargs)\n",
" self._validate_ta_strategy(strategy)\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",
" # Pad and trim Chart\n",
" self._right_pad_df(rpad)\n",
" mpfdf = self.df.tail(self.config[\"last\"]).copy()\n",
" mpfdf_columns = list(self.df.columns)\n",
" \n",
" tsig = kwargs.pop(\"tsignals\", False)\n",
" if tsig:\n",
" # Long Trend requires Series Comparison (<=. <, = >, >=)\n",
" # or Trade Logic that yields trends in binary.\n",
" default_long = mpfdf[\"SMA_10\"] > mpfdf[\"SMA_20\"]\n",
" long_trend = kwargs.pop(\"long_trend\", default_long)\n",
" if not isinstance(long_trend, pd.Series):\n",
" raise(f\"[X] Must be a Series that has boolean values or values of 0s and 1s\")\n",
" mpfdf.ta.percent_return(append=True)\n",
" mpfdf.ta.tsignals(long_trend, append=True)\n",
" buys = np.where(mpfdf.TS_Entries > 0, 1, np.nan)\n",
" sells = np.where(mpfdf.TS_Exits > 0, 1, np.nan)\n",
" mpfdf[\"ACTRET_1\"] = mpfdf.TS_Trends * mpfdf.PCTRET_1\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 tsig:\n",
" taplots += [\n",
" mpf.make_addplot(0.985 * mpfdf.close * buys, type=\"scatter\", marker=\"^\", markersize=26, color=\"blue\", panel=0),\n",
" mpf.make_addplot(1.015 * mpfdf.close * sells, type=\"scatter\", marker=\"v\", markersize=26, color=\"fuchsia\", panel=0),\n",
" ]\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",
" # Volume axis\n",
" ta_volume = [mpf.make_addplot(mpfdf[volma], color=\"black\", width=1.2, 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 tsig:\n",
" _p = kwargs.pop(\"tsig_percenty\", 0.23)\n",
" treturn_ylim = ta_ylim(mpfdf[\"ACTRET_1\"], _p)\n",
" taplots += [\n",
" mpf.make_addplot(mpfdf[\"ACTRET_1\"], ylabel=\"Active % Return\", type=\"bar\", color=\"green\", alpha=0.45, width=0.8, panel=cpanel(), ylim=treturn_ylim),\n",
" mpf.make_addplot(pd.Series(mpfdf[\"ACTRET_1\"].mean(), index=mpfdf[\"ACTRET_1\"].index), color=\"blue\", width=1, panel=cpanel(), ylim=treturn_ylim),\n",
" mpf.make_addplot(mpfdf[\"0\"], color=\"black\", width=1, 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\", 0.58)\n",
" mpfdf[\"CUMACTRET_1\"] = mpfdf[\"ACTRET_1\"].cumsum()\n",
" cumactret_ylim = ta_ylim(mpfdf[\"CUMACTRET_1\"], _p)\n",
" taplots += [\n",
" mpf.make_addplot(mpfdf[\"CUMACTRET_1\"], ylabel=\"Cum Trend Return\", type=\"bar\", color=\"silver\", alpha=0.45, width=1, panel=cpanel(), ylim=cumactret_ylim),\n",
" mpf.make_addplot(0.9 * buys * mpfdf[\"CUMACTRET_1\"], type=\"scatter\", marker=\"^\", markersize=14, color=\"green\", panel=cpanel(), ylim=cumactret_ylim),\n",
" mpf.make_addplot(1.1 * sells * mpfdf[\"CUMACTRET_1\"], type=\"scatter\", marker=\"v\", markersize=14, color=\"red\", panel=cpanel(), ylim=cumactret_ylim),\n",
" mpf.make_addplot(mpfdf[\"0\"], color=\"black\", width=1, panel=cpanel(), ylim=cumactret_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(7108, 34)\n",
"[+] Strategy: Common Price and Volume SMAs\n",
"[i] Indicator arguments: {'append': True}\n",
"[i] Multiprocessing 5 indicators with 7 chunks and 8/8 cpus.\n",
"[i] Total indicators: 5\n",
"[i] Columns added: 5\n",
"[i] Last Run: Wednesday April 21, 2021, NYSE: 17:38:30, Local: 21:38:30 PDT, Day 111/365 (30.00%)\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 1200x1000 with 12 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"Pandas v: 1.2.4 [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: 0.2.74b0 [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\n",
"Charts by Matplotlib Finance v: 0.12.7a12 [pip install mplfinance] https://github.com/matplotlib/mplfinance\n",
"\n"
]
},
{
"data": {
"text/plain": [
"<__main__.Chart at 0x130be8790>"
]
},
"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=False, 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",
" tsignals=True,\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=ta.increasing(ta.ema(closedf), 10), # trend: increasing(ema, 10)\n",
"# long_trend=macdh > 0, # trend: macd hist > 0\n",
" long_trend=macd_[macd_.columns[0]] > macd_[macd_.columns[-1]], # trend: macd > macd signal\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",
"# long_trend=ta.squeeze(highdf, lowdf, closedf, lazybear=True, detailed=True).SQZ_PINC > 0,\n",
"# long_trend=ta.amat(closedf, 50, 200, mamode=\"sma\").iloc[:,0], # trend: amat(50, 200) long signal using sma\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 2020-04-22 00:00:00 to 2021-04-21 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 0x132761820>"
]
},
"execution_count": 13,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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K+vXrM3PmTGrWrMmMGTPIlSsXgwcPZsCAASHmGZroqNeenp54enqaVafC49KlS+TMmZPEiRMHWu5/Xi9fvhxo+caNGzl16hRTp06Nkv1Hx3GF51ybW9cBhg8fTp48eXj69Gmg7WPz5zI4Fy5cwMfHh6JFi4aazl9o17uxY8diY2ND/Pjxsbe3N/veIbQ8ixUrxvXr1/Hw8DArLyGEiK0kuCiEED+QQYMG4eXlReHChSlTpgxDhw5l//79+Pr6Bpve19eX169f8/r1a65evUrbtm15+fIljo6OAWkSJ07MnDlzOHHiBNWrV8fW1jbSA4y3bNmSEydO8PjxYwBWr16NnZ0dpUqVCnGbVatWUaZMGTJlygRA8+bN2b9/f6DB4W/dugUQEPiMLEtLS3LmzMn9+/fDtc3mzZtJmDBhwKDtJUuWxNPTk1OnTpE0adJIlenevXts2bKFxo0bR0kA9Vtp0qQhadKknDx5MtDyN2/ecPPmTYBAPza/1bp1a+zs7LCwsKB169YBr/39999/uLi4MGrUKHr27EnhwoUZOXIkvr6+nDhxgpEjRzJ06FBOnjyJlZUVQ4YMCbaMe/bsoWfPnqxYsYLSpUvj5ORE/vz5Wb16NT169GDbtm1kzJiRf/75J0LnYerUqSROnJhatWoFLHv+/Dl6vZ7UqVMHSmtlZUWKFCnCnNxoypQp6PV6mjRpEihPgHTp0gVJny5dujDzfPv2Ld7e3iFuDwTK4+rVqyxcuJAZM2ZEWf0J7lwFJzx19/nz56RJkwZN0wIt//aYwjp//ucnrH2Zc/4i+16Fp6zmHn9wSpcuTc6cOQECPoOtW7cG/B7SHD58mPHjx7N48WJ69erFjh07aNKkCbNnzw7Xtc5fdNTrWbNm4ePjQ7NmzcJdntCY+14DfP78mUGDBtG/f/8ITbASnOg4rvCc6/Acf0j7imufy9u3bwOQNWvWUNMB+Pj4MGvWLLJmzYq9vX3Acp1OR/Xq1XFycmLHjh3MnDmTV69eUatWLXbv3h1mvqFdQ+3s7DCZTAHlFEKIuEqCi0II8QOpVq0ap0+fpn79+ly5coWpU6dSo0YNMmTIwI4dO4Kk379/P6lSpSJVqlQUKlSIjRs30qZNG6ZMmRIoXePGjalduzZv375l3rx5gVq1ubq6mj2LsL/q1auTPHly1q1bh1KKdevW0aJFixDTv3nzBmdn50BpGjdujKZpbNiwIWCZ/5P9RIkShas8obGxsQnS8issyZIlo3DhwgwbNoxt27Yxbdo0XF1dcXR0DHEGYnN4eXnh6OhIggQJmDx5coTzCY1Op6Nbt24cOnSI4cOHc/fuXS5cuEDTpk3x8fEB/H50R1SFChXImzdvwGuj0cj+/ftp2LBhoCBkunTpAoLQ37bY6NSpU6AftyVLlkQpRadOnQKW6fV6ihcvHuaMycGZOHEiBw8eZPLkyYGCwZ8/f8bKyirYbeLHjx/qeVmzZg1///03AwcOJEeOHIHyBIgXL1648zRn+6/TAPTt25datWpRvXr1UPM1V0jn6lvhrbufP38265jCe/zBXa+ial9f7ydLliwopVi2bFmg/ZhbVnPLFF579uxBr9fTt2/fQMsHDhyIUoq9e/eGK7/oqNfHjh1j7NixNG3alMqVK4erPGEJz3mdPHkyvr6+/Pbbb1Gy7+g6rvCc6/Ac/7Jly1BKBQqsxvbPZXDevHkD+H1vh6V3797cvHmTuXPnYmFhEbA8c+bMODs70717d+rVq8evv/7KpUuXSJUqFQMHDgw1z7Cuof7lev36dZjlE0KI2Mwi7CRCCCG+J3t7e7Zs2YKPjw9Xrlxh69atzJw5kyZNmnD58uVAgZ2SJUsyYcIENE3D2tqaPHnyhBggsLe3Z8+ePcF2cwovS0tLHB0dWbNmDSVKlODx48ehdolev349vr6+FClShHv37gUq/+rVq+nVqxdAQFe38AYDQ+Pp6RmuYOWHDx/45ZdfGDx4cKAfFcWLF6dixYosXbqUHj16hLscRqOR5s2bc/PmTfbu3Uv69OnDnYe5xo0bx+vXr5k6dWpAIKh69ep06tSJv/76Cxsbmwjn/W3rEHd3d7y8vMiVK1eQtHny5MFkMvH48WPy5csXsDxz5syB0iVJkgQgoFXr18vfvXsXrvKtX7+ekSNH0qlTpyDvU4IECQICrN/68uVLsF3JAY4fP06nTp2oUaMGf/zxR5A8gWBb8Xyd5+fPn/nw4UOg9WnTpg1z+6/3sX79ek6dOhXmsAn+XTf96fV6UqVKFSRdaOfqaxGpuwkSJDDrmMJz/NG9L3P2Y25ZzS1TeLm5uZE+ffog1zT/bq5ubm5m5xUV9fpbt2/fxsHBgfz587NkyRKzy/I1o9EYqEU7QPLkybGysjL7vLq6uuLk5MS8efNCvd75+Pjw9u3bQMtSpUoVpGVuVBxXSMJzriNbr+Li59KfUirU9U5OTixevJjx48dTu3btMPNLnjw5HTp0YPLkyTx58oSMGTMGSWPONdS/XN+2FhVCiLhGWi4KIcQPysrKCnt7eyZOnMiCBQvw9fVl48aNgdKkTJmSqlWrUqVKFUqXLh3pLrvh0bJlSy5fvsyYMWMoVKhQoKDnt/zHVixbtiw5cuQI+Dtx4gSnT58OaJ2WO3duAK5duxYlZfT19eXOnTtkz57d7G02b97My5cvqV+/fqDlFSpUIHHixEG6G5urS5cu7Nq1i2XLlkV5a55vWVlZsWTJEp49e8axY8f477//cHZ25sOHD+h0unCdj29FNCjytZC61Aa3PKwfjF87cOAAbdu2pU6dOvz1119B1qdLlw6j0cirV68CLffx8eHNmzfBBs2uXLlC/fr1yZ8/P5s2bQrU2sU/T/hf176vPX/+PCDP9evXky5dukB/4PcDNl68eCFuDwTkMXjwYBwdHbGysgpoKfT+/XsAHj9+HNB9cNq0aYH283X3P3PP1dciUnfTpUvHixcvgrx/3x5TWOfP//yEtS9zzp+571Vo+zG3rOYef0yJqnr9tcePH1O9enWSJEnCnj17ItwC/fHjx0E+K6dOnQoolznv9ahRo8iQIQMVK1YM+Kz4j4vn7u6Oq6srJpOJU6dOBdmX/3AfUX1cIQnPuTb3+EPbV1z7XPqPMR3ag6hly5YxdOhQunfvzsiRI0PN72v+D7y+DUCD+ddQ/3JF9fijQgjxo5GWi0IIEQv4tzYM7uY7ppQrV47MmTPj4uISpBv21x4+fMipU6fo3bs3FSpUCLTOZDLRpk0b1qxZw8iRIylXrhzJkiVj7dq1/Pbbb5EeU27Tpk18/vyZGjVqmL3Ny5cvAb/WM19TSmE0GjEYDOEux+DBg1m6dCmzZs0Ktft4VEuTJg1p0qQB/I7HxcWFkiVLRqrl4rdSpUqFtbU1//33X5B1t2/fRqfTBWmRGB3OnDmDg4MDxYsXZ8OGDUGCJQCFCxcG4Pz584Farpw/fx6TyRSw3t/9+/epWbMmqVOnZs+ePcGet6/z9J8UAfzGE3vy5Aldu3YFoEaNGhw4cCDI9jqdjgIFCnD+/Plgj8nOzi4gmPH48WPWrFnDmjVrgqQtWrQohQoV4vLly7Rt25Zy5coFrPs2IGzOufIX0bpbuHBhlixZwq1btwI9ePCf4Mf/vGXIkIFUqVIFe/xnz54N8p6EtK/jx49jMpkCTR5x5swZrK2tA8YvNPe9Ckl4ymru8YckpFZOtra2HDx4kI8fPwYKcvmP52ZraxtqvhC19drfmzdvqF69Ot7e3hw6dCjY8fPMlTZt2iCflUKFCgWU68iRI3h4eASa1OXb8/ro0SPu3bsXaKgGfz179gT8gj6FChUKsq+0adNGy3GFJDzn2ty6Htq+4trn0v+h5MOHD4Mdr3n79u107tyZRo0aMW/evDDL/TX/B5/ftvwOzzX04cOH6HS6MN8bIYSI9WJkjmohhBDBOnz4sDKZTEGWT5kyRQFqxowZActsbW1VnTp1zM579OjRClDu7u6Blt+7d0/du3cvzO2PHDmiALVx48aAZdu2bVOjR49Wz549C1hWoUIFlS9fvoDX48ePV4B69OhRsPlWq1ZN5c6dO+D15MmTFaAGDhwY7LlYuXKlOnPmTIhl8nf58mWVOnVqlSxZMvX8+fMwj8/fpk2bFKBGjx4daPm2bdsUoCZPnmx2XkopNXXqVAWo3377zextNm7cqAB15MiRcO0rNP7nddOmTWGmbdeunUqYMGGQ5YDq1atXkOUNGzZU8eLFUw8fPgxY9uLFC5U4cWJVvnz5gGVLly5VgDp37lyg7UOqmyGV41s3b95UKVKkUPny5VNv374NMZ2Xl5dKnjy5qlu3bqDlrVu3VtbW1urNmzcBy54/f67s7OxU+vTpAx1XcHLnzq0KFSqkDAZDwLKRI0cqTdPUzZs3wyy//3vz9Xm5ffu20uv1aujQoQHLtm7dGuSvWbNmClArVqxQhw8fDnNf5p4rpSJWd/09fvxYWVpaBqovJpNJ/fLLLypDhgyBzlX37t1VggQJAl0jDh48qAC1YMGCQPkGd71at25dkOuAu7u7Spo0qWrWrFmgtOa+Vz4+PurWrVuBrm3hKWt4jj84Q4cOVYB69+5doOX+16GJEycGWt6sWTOlaVqY1/LoqNeenp6qRIkSKlGiROr8+fOh5vm1OnXqKFtbW7PTK6XUv//+qwDl5OQUsOzLly8qe/bsqmTJkgHLjh8/HuSz4v9dNGTIELV161bl4+MT6r6+53GZe67DU9efPXumbt26Feg4Y/vnMjifP39WVlZW6vfffw+y7ujRoyp+/PiqUqVK6suXLyHm8erVqyDLnjx5opIlS6YKFiwYaHl4rqFKKeXg4KAKFCgQZjohhIjtpOWiEEL8QPr06YOXlxcODg7kzp0bHx8fTp06xfr168mSJQsdOnSI8n1WqVIFINyTugA0aNCABg0ahJpm9erVFC5cOMTWa/Xr16dPnz5cvHiRokWLMnjwYG7cuMH06dM5cuQITZo0IW3atLx48YJt27Zx9uzZgC5y/o4fP86XL18wGo28efOGkydPsmPHDpIkScLWrVsDtUQJS7169ciXLx/jxo3Dzc2NUqVKce/ePebOnUu6dOkCTToSlq1btzJkyBBy5MhBnjx5WLVqVaD11apVC2hZCDBhwgQAbty4AcDKlSs5ceIEQLi6cq1atYrNmzdTvnx5bGxsOHjwIBs2bKBz5840btzY7HzMNWHCBA4cOEC5cuXo2bMnFhYWLFy4EG9vb6ZOnRrl+/vax48fqVGjBu/evWPw4MFBZvbMli0bpUuXBvxa8I0fP55evXrh6OhIjRo1OH78OKtWreKPP/4gefLkAdvVrFmTBw8eMGTIEE6cOBHwPoBfi9Bq1aoFvHZycqJ+/fpUr16d5s2bc/36debOnUvnzp0DxsILTc+ePVm8eDF16tRh0KBBWFpaMmPGDNKkSRNo3M+GDRsG2fby5csA1KpVK8xud+E5V+Gtu9/KmDEj/fr1w8nJCV9fX+zt7dm2bRvHjx9n9erVgVol//bbb2zcuJFKlSrx66+/4unpiZOTEwUKFAhyzQvuetWkSRNKlSpFhw4duHnzJilTpmT+/PkYjUbGjh0baHtz36unT5+SJ08e2rVrF2hSF3PLGp7jD06xYsUAvwl8atSogV6vp3nz5tSrV49KlSoxYsQIXF1dKVSoEPv372f79u3069ePbNmyhZpvdNTrVq1acfbsWTp27MitW7e4detWwDobG5tA9fbq1asBk5Pdu3ePDx8+BFz3ChUqRL169UItf8mSJXF0dGT48OG8evWK7Nmzs3z5clxdXfn7778D0n3dctef/7Ah9vb2wX6WvvU9j8vccx2euj58+HCWL1/Ow4cPAyZ1ie2fy+DEjx+f6tWrc/DgQcaNGxew3M3Njfr166NpGk2aNAkyrEzBggUpWLAgAEOGDOH+/ftUqVKF9OnT4+rqysKFC/n06ROzZ88O2CY811DwG5rl6NGjAa1lhRAiTovp6KYQQoj/2bt3r+rYsaPKnTu3srGxUVZWVip79uyqT58+6uXLl4HSRlXLRVtbW7NaWYTWSvBrX7dcvHDhggKCbVHgz9XVVQGqf//+gZZv2rRJVa9eXSVPnlxZWFiodOnSqWbNmikXF5cgZfL/s7S0VKlSpVLly5dXf/zxR7CtEczx9u1b1b9/f5UzZ04VL148lTJlStW8eXP14MGDcOXjf85D+vu2ZWJoacPjzJkzqnz58ipZsmQqfvz4qlChQuqvv/4KtiVocMLbclEppS5evKhq1KihbGxslLW1tapUqZI6depUoDTR0XLx4cOHoZ63du3aBdlm0aJFKleuXMrKykply5ZNzZw5M8i5CS3PChUqBMlz69atqnDhwipevHgqY8aMauTIkWG2jPra48ePVZMmTVTixImVjY2Nqlu3rrp7926Y24V07oITnnMV3robHKPRqCZOnKhsbW2VlZWVypcvn1q1alWwaa9fv66qV6+urK2tVdKkSVWrVq3UixcvgqQL6Xr19u1b1alTJ5UiRQplbW2tKlSoEKSe+TPnvfI/V8HVH3PLGp7j/5bBYFB9+vRRqVKlUpqmBboGfPz4UfXv31+lT59eWVpaqhw5cignJyezPt/RUa9tbW1DzPPb98r/GmDuZzU4nz9/VoMGDVJp06ZV8eLFU/b29mrfvn1hbmfud1hMHZe51xBz63q7du0UEKSFamz+XIZky5YtStO0QK0sv70/+Pbv694Ja9asUeXLl1epUqVSFhYWKmXKlMrBwUFduHAh0H7C+32zd+9eBZh1LRdCiNhOUyocI6ULIYQQQgghhBA/CKPRSN68eWnatCnjx4+P6eIEaNiwIZqmsXXr1pguihBCRDsJLgohhBBCCCGEiLXWr19Pjx49ePToUZROWhZRt27dokCBAly+fJn8+fPHdHGEECLaSXBRCCHET8FoNOLu7h5qGhsbG7N+lPj4+PD27dtQ0yRJkiTILL2R9eHDBz5//hxqmvCMLymEEEIIIYQQkSXBRSGEED8FV1dXsmbNGmqa0aNHM2bMmDDzcnFxoVKlSqGmWbp0Ke3btw9HCcPWvn17li9fHmoa+VoXQgghhBBCfE8SXBRCCPFT+PLlS6CZUYNjZ2eHnZ1dmHm9e/eOCxcuhJomX758pEuXLlxlDMvNmzd59uxZqGmqVq0apfsUQgghhBBCiNBIcFEIIYQQQgghhBBCCBEhupgugBBCCCGEEEIIIYQQInayiOkCRDWTyRTwf03TYrAkQgghhBBCCCGEEELEPl93dNbpQm+bGOeCiwAfP36M6SIIIYQQQgghhBBCCBGrJUqUKMw0cTK4CBA/fnxpuRgFjEYjd+/eJUeOHOj1+pgujhDRTuq8+JlJ/Rc/G6nz4mcjdV7EVVK3xc/me9R5pRRfvnwxK22cCy76BxQ1TZPgYhTQNA2llJxP8dOQOi9+ZlL/xc9G6rz42UidF3GV1G3xs/medd6c/GVCFyGEEEIIIYQQQgghRIRIcFEIIYQQQgghhBBCCBEhElwUQgghhBBCCCGEEEJEiAQXhRBCCCGEEEIIIYQQESLBRSGEEEIIIYQQQgghRIREOLh48uRJmjdvTp48eUiWLBm7d+8OtF4pxcSJE8mdOzfp0qWjYcOG3L9/P8x8Fy9eTMGCBUmbNi1Vq1blwoULES2iEMJMRqMxposghBBCCCGEEEKIWCjCwUUvLy/y58+Pk5NTsOtnz57NwoULmTFjBgcOHMDa2prGjRvz5cuXEPPcsmULI0eOZOjQobi4uJA/f34aN26Mu7t7RIsphAiFUopevXqRJUsWrl69GtPFEUIIIYQQQgghRCwT4eBitWrVGDlyJHXr1g2yTinFX3/9xaBBg6hduzb58+dnwYIFvHjxIkgLx6/Nnz+ftm3b0qpVK3Lnzs2MGTOwtrZm1apVES2mECIUq1atYvHixbx8+RJHR0fevn0b00USQgghhBBCCCFELGIRHZm6ubnx8uVLKlasGLAsSZIkFCtWjHPnztG4ceMg2/j4+HD58mX69+8fsEyn01GhQgXOnTsX4r68vb3x9vYOeK2UAvy6eWqaFgVH83Pz7y4r3Wbjnvv37/Prr78SL148qlevzs6dO2nVqhXbtm3DwiJaLg2xgtR58TOT+i9+NlLnxc9G6ryIq6Rui5/N96jz/vE1c0RLBOHly5cApEqVKtDy1KlT8+rVq2C3efPmDUajMcg2qVKl4u7duyHua+bMmUyZMiXgtY2NDdevX+fu3bvhOhEidPfu3YvpIogo5OvrS7t27fD09GTYsGE0btyYJ0+ecOjQIXr37h0oyP+zkjovfmZS/8XPRuq8+NlInRdxldRt8bOJzjqvaRq2trZmpY31zZP69+9Pz549A177BxRz5MghLRejgNFo5N69e2TPnh29Xh/TxRFRZMSIEdy8eZM6deowatQoNE1j69atlClThuXLl9O3b1/y5s0b08WMEVLnxc9M6r/42UidFz8bqfMirpK6LX4236POK6Xw8fExK220BBfTpEkDgLu7O2nTpg1Y/urVKwoUKBDsNilSpECv1weZvMXd3Z3UqVOHuK948eIRL168gNdKKTw8PNDr9RJcjEJ6vV4u0nHEoUOHmDFjBunSpWPx4sUBXaDTp09P+/btmThxIq6uriF+Vn8WUufFz0zqv/jZSJ0XPxup8yKukrotfjbRWefD0xs4whO6hMbW1pY0adJw9OjRgGUeHh5cuHABe3v7YLexsrKicOHCgbYxmUwcO3YsxG2EEOHj7u5Ohw4d0DSNpUuXkjJlykDr/YcleP36dUwUTwghhBBCCCGEELFMhFsuenp68vDhw4DXbm5uXLt2jaRJk5IpUya6d+/OtGnTsLOzw9bWlokTJ5I2bVrq1KkTsE2DBg2oU6cOXbt2BaBnz5707NmTIkWKULRoURYsWMCnT59o1apVJA5RCAF+Tx26dOnCixcvGDRoEJUrVw6Sxj/Y+G0LYiGEEEIIIYQQQojgRDi4ePnyZerVqxfwesSIEQC0aNGC+fPn8+uvv+Ll5UX//v358OEDpUqVYtOmTcSPHz9gm4cPH/L27duA140aNeL169dMnDgxoAv1pk2bQu0WLYQwz/z589mzZw/Fixdn7NixwabxDy5Ky0UhhBBCCCGEEEKYI8LBxXLlyvHu3bsQ12uaxm+//cZvv/0WYpqrV68GWda1a9eAloxCiKhx9epVhg0bho2NDStXrsTS0jLYdNJyUQghhBBCCCGEEOER62eLFkKEzsvLi9atW+Pt7c2CBQvIli1biGllzEUhhBBCCCGEEEKER7RM6CKE+HEMHjyY27dv06JFC1q3bh1qWmm5KIQQQgghhBBCiPCQ4KIQcdjWrVtZvHgxdnZ2/Pnnn2Gmt7KyIkmSJLx58+Y7lE4IIYQQQgghhBCxnQQXhYijHj9+TPfu3bGwsGDFihUkTpzYrO1SpUolLReFEEIIIYQQQghhFgkuChEHGY1GOnTowLt37xg9ejQlSpQwe9uUKVPi5eWFl5dXNJZQCCGEEEIIIYQQcYEEF4WIg6ZMmcKxY8eoWLEigwYNCte2Mu6iEEIIIYQQQgghzCXBRSHimH///Zfx48eTIkUKli5dil6vD9f2/sFFmTFaCCGEEEIIIYQQYZHgohBxiMFgoH379hiNRhYuXEiGDBnCnYe0XBRCCCGEEEIIIYS5JLgoRBxy7do1Hjx4QN26dalfv36E8kiVKhUgwUUhhBBCCCGEEEKETYKLQsQhp0+fBqBSpUoRzkO6RQshhBBCCCGEEMJcElwUIg75999/AShVqlSE8/BvuSjBRSGEEEIIIYQQQoRFgotCxCFnzpwhfvz4FCpUKMJ5SHBRCCGEEEIIIYQQ5pLgohBxxIsXL3j48CHFihXDysoqwvnIhC5CCCGEEEIIIYQwl0VMF0AIETWioku0i4vGvHm2QAZpuSiEEEIIIYQQQogwSXBRiDgissFFb2/o0kWPm5uGpu3i1au2UVk8IYQQQgghhBBCxEHSLVqIOCKywcV//tHh5qaRKJFCqcI8ejQBkykqSyiEEEIIIYQQQoi4RoKLQsQBPj4+XLhwATs7O9KkSRPu7b28YNIkHZaWiuPHDSRIcAuDoT6jRqloKK0QQgghhBBCCCHiCgkuChEHXLlyBW9vb0qWLBmh7efP1/HihUbnziby5oUSJf4AnjF1qhVHjmhRW1ghhBBCCCGEEELEGRJcFCIOiEyX6A8fYNo0HQkSKIYN8+sHnTEjQEcA5syRy4QQQgghhBBCCCGCJ1EDIeKA06dPAxELLs6apePtW42ePU2kS+e3LFWqVIAzGTN6smePhqtr1JVVCCGEEEIIIYQQcYcEF4WIA86cOUPChAkpUKBAuLZ7/Rpmz9aROLFi0KD/zd6SMmVKACpWvIVSGkuWyKVCCCGEEEIIIYQQQUnEQIhYbsuWLTx+/JjixYtjYWERrm2dnHR4emr062ciRYr/LfdruQh5854nQQLF0qU6vL2jstRCCCGEEEIIIYSICyS4KEQspZRi9uzZtGjRAisrKwYMGBCu7Z8+hQULdKRIoejb1xRonX/LRU/PJ7RooXB319iyRSZ2EUIIIYQQQgghRGDRGlwsWLAgyZIlC/I3aNCgYNOvWbMmSNq0adNGZxGFiJWUUvTv35/BgweTNGlS9u7dS61atcKVx6RJOr580RgyxETixIHX+QcXX79+TffuRgD++kueRQghhBBCCCGEiDu+fPkS00WIE6I1WnD48GFu374d8Ld161YAGjZsGOI2iRIlCrTN1atXo7OIQsRKu3fvZv78+WTNmpVjx47xyy+/hGv7Bw/gn390pE+v6N7dFGT918HFwoWhVCkTp0/rOHdOWi8K8TP59OlTTBdBCCGEEEKIaDF69GiSJElCtWrV+Oeff3j//n1MFynWitbgYsqUKUmTJk3An7OzM1mzZqVs2bIhbqNpWqBtUqdOHZ1FFCJWWrt2LQALFiwgV65c4dr2yxfo10+PwaAxfLiJBAmCpvEfc/H169cA9OnjF4Bs0EDP+fMSYBTiZ7B161aSJUvG0aNHY7ooQgghhBBCRKktW7YwadIkLCwsOHr0KN27dydjxow0bdqUrVu34i2TDoRL+GZ/iAQfHx82bNhAz5490bSQgxOfPn2iQIECmEwmChUqxO+//06ePHlCTO/t7R3oTVdKAWA0GkPdjzCP0WgM9K+IeZ6enuzatYu0adNSrly5cL03r1+Do6MV//6ro0gRE23b+hLc5jY2NlhaWuLu7o7RaMTBAcaNU4waZUm1anrWr/elSpWgLR7jAqnz4mf2df1ftmwZAAcPHqRcuXIxWCohoo9c88XPRuq8iKukbovwuHXrFp07d8bKyooDBw6QMGFC1q1bx7p169i2bRvbtm0jSZIkNGrUiObNm1OuXDl0uh9rmLDvUef942vm0FR4UkfC1q1b6dKlC9euXSNdunTBpjl79iwPHjwgX758eHh48Oeff3Lq1ClOnz5NhgwZgt1m8uTJTJkyJeC1jY0N169fx83NLVwnQojYYvfu3YwYMYJWrVoxePBgs7dzc7Oid287Hj+OR9myHkyd6kbChCEHCKtVq4bBYODIkSMBy7ZtS864cRnR6RTjxz+mVq33kTkUIcQPysvLi4oVK+Lj40PFihWZNWtWTBdJCCGEEEKISPv48SOtW7fGzc2NkSNH0qRJk4B1JpOJS5cusXv3bg4cOMDHjx8BSJMmDVOnTqVQoUIxVewYoWkatra2JE6cOMzGe98tuNi4cWMsLS1Zt26d2dv4+vpSsmRJGjduzIgRI4JNE1LLRSsrK2m5GAWMRiP37t0je/bs6PX6mC6OABwcHNi3bx/Hjx+nePHiZm1z8qRG06ZWvH2r0aWLgRkzDFiE0W65RIkS3Lhxg48fPwZ6SrNrl442bSz58kVj2jRfevWKW08Hpc6Ln5l//b9x4watWrUCIGvWrNy8eTOGSyZE9JBrvvjZSJ0XcZXUbWEOk8lE8+bN2blzJ+3atWPBggUhxo28vb1xdnZm9erV7NixgypVqrBr167vXOKQfY86r5TCx8fHrODid+kW/ejRI1xcXFi5cmW4trO0tKRgwYI8ePAgxDTx4sUjXrx4Aa+VUnh4eKDX6yW4GIX0er1cpH8Ar1+/5uDBg2TLlo0SJUqYVcfXr9fo1EmPj4/GpElGBgxQaFrY72WqVKkwmUx8+PAhYIIXgAYNYO9eIw4OegYNssTdXce4cSbi2sdN6rz4me3evRuA+PHj8/DhQz5//oyNjU0Ml0qI6CPXfPGzkTov4iqp28Lf/v37efbsGW3btg1oLDNt2jR27txJsWLF+PPPP7EIpcWNtbU1Dg4ONGzYkHz58nH06FE8PDxIlizZ9zoEs0RnnQ9PW8Tv0ml8zZo1pEqViurVq4drO6PRyM2bN0mbNm00lUyI2GXLli0YDAaaNWsWZmBRKZgyRUebNhbodLB2rYGBA80PAvoHFN3d3YOsK1tWcfiwgfTpFVOm6OneXY/BEO7DEUL8gAwGA3v37iVp0qQ4ODgAfuPSCCGEEEIIERusXbuW+vXr07VrVxo0aIC7uzsHDhxg1KhRpEiRgnXr1hE/fnyz8tI0jfr16wfcI4vgRXtw0WQysXr1apo3bx4kKty9e3fGjh0b8Hrq1KkcPnwYV1dXrly5QteuXXn8+DFt2rSJ7mIKESv4DyvQrFmzUNP5+kL37np+/11PypSK/fuNNG4cvhEQvp0x+lv588PRowZy5lQsXaqjaVM9nz+HaxdCiB/QpUuXePfuHbVq1aJw4cIAXL9+PWYLJYQQQgghhBk2bNhAhw4diBcvHkWKFMHZ2ZkSJUrQpk0bNE1j1apV2NrahivPBg0aALBjx47oKHKcEO3BRRcXF548eULr1q2DrHvy5AkvX74MeP3+/Xt+/fVXSpYsSdOmTfn48SPOzs7kzp07uospvuLj48Pt27djuhjiG48fP+bEiRMUKlQo1BnUP3yABg30LF2qI0cOxfHjBkqVCv/Qqv4tF1+9ehViGltbcHExYG9vYtcuHbVr63n3Lty7EkL8QPwncapfvz758+cHJLgohBBCCCF+bCaTiRUrVtCuXTusrKzYunUrJ06cYODAgTx9+pS3b98yYcIEqlSpEu68S5YsSZo0aXB2duaztKgJVrSPuVi5cmXehRBt+HYwzIkTJzJx4sToLpIIxcOHD2nRogUXL17kxIkTFCtWLKaLJP6f/2ejZcuWIabx8YFq1Sy4fFmjXDkTGzcaSZEiYvvLnDkzAK6urqGmS5kSnJ2NNG8O+/fraNcOduyIW5O8CPGzUErh4uKClZUV1atXD5gh78aNGzFcMiGEEEIIIYL69OkTq1evZs6cOdy5c4d48eKxefNmKleuDMCkSZOoVq0ad+/epWvXrhHah06no169eixZsoTDhw9Tp06dqDyEOOG7jLkoYoc9e/ZQqlQpLl68CMDhw4djuETC3+nTp/n777/JkiUL3bp1CzHdmjUaly9r1KplYu/eiAcWAbJlywYQ6oRK/mxsYMsWI0WLmti3T8eJE3FsdhchfhLXrl3j2bNnVKpUiUSJEpEuXTqSJ08uLReF+IEZDAZGjx79Q81gKYQQQkS3p0+fMmLECOzs7Ojduzd3796lXr16HDlyhGrVqgVKW7lyZbp16xapSX/r168PSNfokEhwUQCwYsUKGjZsiIeHB7169QLg33//jeFSCQBfX9+A92T27NlYW1sHm85oBCcnPZqmmDrVyFeTqEeInZ0dYF5wEcDKCsaONQEwZoyOcEwsJYT4QSxevBiAevXqAX4DWOfLl49Xr16FOkSCECLm/P7770yaNInu3bvj7e0d08URQgghotWFCxdo27YtOXLkwMnJCR8fH3r16sWNGzfYvHkzxYsXj5b9+j9837VrF0aj9NT7lgQXBfC/H5T79u1j+vTpJE+enLNnz4Zr6nERPebOncv169dxcHCgVq1aIabbulXj7l0NBwdFrlyR32+aNGlImDAh9+/fN3ub6tUVpUubOHZMx5Ej0npRiNhk/fr1LFmyhHTp0tGkSZOA5f7jLkrXaCF+PBs2bGD69OmA3xjJmzdvjuESCSGEENFj9+7dVKxYkdKlS7Nu3TrSp0/PlClTePjwITNnziR79uzRuv948eJRs2ZN3N3dOX36dLTuKzaS4KLg06dPXLhwgVy5clGhQgV0Oh0lS5bk9evX4QosiahlMplwcXFh3Lhx2NjYBPx4CI5SMGWKHoChQ6PmKYqmadjZ2fHo0SN8fHzM3OZ/rRdHj5bWi0LEFjdv3qR79+5YWVkxffp0kiRJErAuX758gAQXhfjRXL16la5duxIvXjz++usvAObPnx/DpRJCCCGinouLCw4ODpw6dYpSpUqxZs0abt++Tf/+/UmaNGm07tvHBy5dgiVLNNzd/wD+pVGjlDg6+jB8uI7Vq6VRDXyHCV3Ej+/s2bMYDAZ++eWXgGUlS5Zk7969nDlzJtqaFYvg/ffff6xevZq1a9fi5uYGwPTp08mYMWOI2zg7a1y5olGjhokiRaKuLHZ2dly7dg03Nzdy5Mhh1jYVKyoqVjTh4qJj3z4TtWpJhFGImOLh4cHjx48BvwcG/n9fvzYajTRr1oxPnz4xd+5c8ubNGygPmTFaiB/P27dvadq0KV5eXixevJh27dqxatUqTpw4wfnz5+XeTQghRJwybdo0AFavXo2jo2O07cfXF27ehIsXNS5e1LhwQePqVQ0fH/8Aot9v4vfvYft2vyVlyhhp1Up+80pwUXD8+HEAypYtG7CsVKlSgN+4i3KDGv1ev37Nhg0bWLVqFefPnwfA0tKShg0b0rZt2zBno5o61a8R8tChpigt19eTupgbXAQYM8ZExYo6xozRU7OmgUiMmyuEiKAvX75QokQJs8dNbdOmDR07duTOnTuBlvsHG6XlohA/BqPRSNu2bXnw4AE9evSgXbt2APTs2ZMTJ04wf/58/vnnnxgupRBCCBE1rl69yv79+ylYsGCgoXuiwpcvsGmTxvnzfoHEK1c0vnwJ/OM1e3ZFsWImihVTFCumyJPnC/PmLWD69A18+ZKSly8zYTTOQa/XR2nZYhsJLgpOnDgBEKjlor29PTqdjjNnztC7d++YKlqc5uPjw86dO1m1ahXOzs4YDAYASpcuTatWrWjSpAnJkycPM58dOzROnNBRpoyJcuWi9omJf3AxvN3jy5RR1KhhwtlZx/btGg0bypMcIb63+fPn8+DBA4oVK0bOnDkBUEoF+vNfljlzZkaNGhXsDHpJkyYlU6ZM3LhxA5PJhE4nI6oIEZNGjRrF/v37KVu2LE5OTgHLGzRoQIYMGdiwYQOTJ08mderUMVhKIYQQImrMmjULgP79+0dqtudvmUzQrJmevXv/d29rZ6coWvR/gcQiRRRfjRb0/+IxenQ/OnVqwvDhw8mRI81PH1gECS7+9Hx8fDhz5gyZM2cmc+bMAcsTJUpE/vz5uX79Op8+fYrBEsZNJpMJBwcHDhw4AEDWrFlp1aoVLVu2DNdAtG/fQu/eenQ6hZNT1LZahPDPGP21MWP8gotjx+qpX9+AxCOE+H7evXvHlClTSJAgAZs3byZ9+vRmbfftzHc+PuDtDTlzluDQoX08evSILFmyREOJhRDm2LRpE05OTqRPn561a9diZWUVsM7S0pIuXbowZswY/vnnH4YNGxaDJRVCCCEi78mTJ6xbt45MmTLRtGnTKM170iQde/fqsLc3MW6ciSJFFGa07QmQMWNGVq5cKZPg/j/5uf+Tu3jxIp8/f6ZcuXJB1pUqVQqTySTjbEWDhQsXcuDAAYoXL46Liwu3b99m1KhR4Z7havBgPS9eaPTrZ8LePuovav7BxYhM7FOsmKJ+fRM3bmhs3Cj9ooX4nqZMmcK7d+/o27ev2YHFb61bp5EqlQUpUlhy6NAm4D0TJnyJ2oIKIcx2/fp1unTpgpWVFevXrydt2rRB0nTq1AkrKytmzZrF06dPY6CUQgghRNSZO3cuBoOBPn36YGlpGWX5HjigMW6cjpQpFevXG6lSJXyBxa9FZWvK2EyCiz85/y7RwQUXS5YsCcCVK1e+a5niuvv37zN8+HASJkzIqlWrKFOmTIQuSPv2aaxcqSNHDsXo0VHfahEgU6ZMWFpaRnjW8FGj/FpBjRun5/97fQshotnjx4+ZN28eKVKkYNCgQRHK4+5djR499JhMUK6cidy5nwMfWbGiANu2yQ2UEN/bu3fvcHR05NOnT8yZMyfgHu1badKkYcSIEbx9+5b27dsHaY0shBBCxBYeHh4sWbKExIkT07FjxyjL180N2rbVo2mwapWRUOZNFeEgwcWfXGjBRf9JXSS4GHVMJhNdunTBy8uLSZMmBbQMDK8PH6BnTz2apli82EiCBFFc0P9nYWGBra0tDx8+xGQKfwCzYEFwdDRx967GmjUSkBDiexg7dize3t4MHz6cJEEHiQmTj49G27aWfPqkMX26icOHjaxY8QRogE5noH17PZcvR3mxhRAhMBqNtGvXjvv379O1a9cwf2ANGTKEChUqcPToUaZOnfqdSimEEEJErSVLluDh4UGXLl1InDhxlOTp7Q0tWuh580Zj7FgTlStLl+aooqk41kFcKYWHhwcJEiSQ5qlhMBqNpE2bFisrK548eRLkfCmlyJAhAz4+Pjx//jxKmyH/rP78808GDhxIpUqV2Lt3b4QnRujZU8eSJXr69DEyfXr0tFr0V69ePZydnXnw4AEZI/BY5/ZtKFzYAltbuH7dwI9ejYxGI//99x+5cuWSgXlFrHPr1i2KFClC5syZuXbtGvHixQvX9kajka5dPVi5MjX165vYuNGIpvnNPJ0sWTLSph3O06fjyZRJceKEgXTpoulAhPhOYsM1f9SoUUyePJnSpUtz4MCBQOMshuTp06cUL16c9+/fc/jwYUqXLv0dShp1Nm/eTO/evfH29iZBggRYW1uTIEGCEP/v/2/Dhg1DbNUp/MSGOi9EREjdjlt8fHzIlSsXr1694s6dO2TIkCFK8u3dW8eiRXrq1DGxebMxVs8L8D3qvFKKz58/kzhx4jDjazKhy0/s+vXrfPjwgYYNGwZbUTRNo2TJkuzevZu7d++SN2/eGChl3HHnzh1GjhyJjY0NCxcujHBg8fBhjSVL9NjZKcaNi97AIgSeMToiwcXcuaFlS8WqVTqWL9fo3DlOPc8Q4ocyfvx4TCYTI0eODHdgEWD7dh0rV6YmfXrFwoV+gUWA+PHjkz17dh48mELfvqOYM8eSMmUsWLnSGOWz1Ash/mfr1q1MnjyZdOnSsW7dOrMCiwAZMmRg8eLFNGrUiE6dOnH9+vVYM9P7uXPn6NChAyaTiUyZMvH582c+fPjA8+fP8fHxCXXbdevWcffuXSws5CeOEELEZhs2bODp06e0adMmygKLK1dqLFrk9zt66dLYHVj8Ecnp/ImdPHkSgF9++SXENP5Puv/4448IdYsVfoxGI126dOHz589MnTo1wrOtenpC9+5+TyX++stIwoRRWMgQRGbGaH8jRhjR6xUTJ+r5IvNBCBEtrly5wqZNm8iRIwctW7YM9/YrV2q0amWJhYVi2TIfUqQIvD5fvnz4+vrStu0NBgww8vSpRrVqeiZP1iFfD0JEvZs3b9KpUycsLS1Zt24d6cLZVLhu3brUq1ePe/fu8e+//0ZTKaPW06dPadKkCV++fGHJkiXcunULV1dXXr16haenJ58/f+bt27c8efKEu3fvcuXKFf7991+OHDlC3bp1efr0KTt27IjpwxBCCBEJSilmzpwJQP/+/aMkz6tXoXdvPfHjK9atM5A0aZRkK74iwcWf1Pv371m9ejUQ/HiL/jp37kyOHDnYuHEjI0eO/F7Fi3PmzJnD6dOnqVq1Kp06dYpwPiNH6nB11eja1UjFit+ntVBkZoz2ly0btG+vePJEY8kSuewIER3GjRsH+HWhDG+rndmzdXTqZEG8eDB79kN++SXo9SV//vwA3Lp1ncmTTWzb5ndjNmqUnrp19bx8GelDEEL8v/fv39OkSRM8PT2ZNWtWhLs1N2vWDICNGzdGZfGizIEDB+jatSujRo1i2bJlNG7cmOfPnzN8+HCaN28eJL1er8fGxobUqVNja2tLnjx5KFq0KGXLlmXYsGEALFiw4HsfhhBCiCh08OBBrl27Rs2aNQPuPyPD2xvatLHg82eNuXONFC4c+TKKoORX/k/o5s2blClThnPnzlGhQgUKFiwYYtokSZIwd+5c0qdPz7Rp0+SGLQJu377NqFGjSJQoEX/99VeExwI9cUJj/nw9mTMrJk36fs2EoiK4CDB8uBErK8WUKTq8vKKiZEIIfxcuXGDnzp3ky5cPR0fHMNMrBVeuwPTpOqpX1zN4sJ5kyRS7d/tQtuzHYLfJly8fADdu3ACgdm3FuXMGypY1cfCgDnt7C44ckbGOhYgsk8lE+/btuXfvHp06daJLly4RzqtOnTpYW1uzefPmaJs5OiI9W5RSODk5UbduXZYtW8bkyZPp2rUrFy9epEGDBowePdqsfLy94dUruHMHoAQ5cvTk6NFUjB//nHPn5HokhBCx0YwZM4Coa7U4aZKOW7c0mjUz0batDOcTXWRAkp/Mtm3b6NixI56ennTu3JmZM2eGOfhnmjRp2L59O1WqVKFfv36kT5+eBg0afKcSx349e/bE29ubOXPmkDlz5gjl4eUFXbv6vU/z5xtJlCgqSxg6Ozs7NE2LVLdogMyZoXNnE/Pn61mwQMfAgdKPUoioMmbMGABGjx4d4rhqr17BwYMaBw7oOHRI48WL//3wzp1bsXatgdy5Ff/9F/w+/J8cX79+PWBZxoxw4ICRsWMVU6fqqFlTz4gRJkaMMCFjqQsRMf/88w979uyhRIkSzJo1K1J5JUyYkDp16rBx40aOHz9OxYoVI10+d3d3Tp06xenTpzl16hQXL14kc+bMtGnThlatWoV5r/P582e6devGunXrSJEiBfPmzcPS0pKHDx/i6elJ376/cvWqjgMHdLx5Ax8+aLx/Dx4e8P693+sPH+DDB/jy5dsA4jwAxo/3++vc2cikSSaSJIn0YQshhPgOLl++zKFDhyhSpEiUfGdduQJTp+pImVIxY0b0PGQTfmS26J+EyWRi7NixTJo0CUtLS2bPnk3nzp3D3O7rGYiOHTtG3bp10ev17N+/n1KlSn2Hksdujx49Inv27BQrVoxTp05FuE4OHapj5kw97dubWLTo+18U7ezs+PjxI69evYrU5+r5c8iVy4KECeH2bcMPebMvM82J2ObUqVNUrFiRIkWK8O+//wb6jF67BmvX6jh4UMfly/9bbmOjqFBBUb26olo1E9mygaaFXv+NRiPJkycnXbp03L59O0g5DhzQaN9ej7u7RoUKJpYvN5I+ffQdtxBR4Ue85pcqVYqLFy9y/fp1cubMGen8tm/fjqOjI507d2b+/PkRyuP27dvMnj2bY8eOcffu3UDrbG1tefLkCUajEU3TqFixIq1bt6ZRo0Yk/GZw6CdPnuDo6MiFCxfIly8fmzdvDughce8erF+vY906Hf/9F/K9Rvz4iiRJIEkSSJr0f/9PkgRsbAwsWuSEwfCRdOn+4NEjPenTK+bONVK3bpz6yRNhP2KdFyIqSN2OG9q1a8fatWtZsWJFsMNjhIfBAOXK6bl4UceKFQaaN49b3wMyW7T47t6/f0/79u3Zs2cPadOmZf369WaN3aMUHDumY/ny9GTObEG6dFXo1m0/c+eOpH79Aezfv4LChbN/hyOIvZydnQFo0KBBhINyZ85ozJ6tI316xdSpMfO0xc7OjmPHjvHmzRtSpkwZ4XzSpYNevUxMn65n2jQd48dL60URcx48eMDOnTt5//49v/32G5aWljFdpAjxb7U4ZsyYQNeZI0c0GjTQ8+WLhqYpihUzUbWqX0CxZEmFmZPOBtDr9eTJk4eLFy/i6emJjY1NoPXVqinOnzfQrp0eFxcd9vYay5YZqVYtbt3ICRGdrl27xsWLFylXrlyUBBYBatSoQeLEidm6dSuzZ88O17XuxYsXTJgwgb///huj0YilpSUlS5akTJkylClThtKlS5M6dWpevHjB2rVrWblyJUeOHOHIkSP8+uuvNGrUiLZt21KuXDnOnTuHo6MjL168oH79+ixduhRPz0TMmaNj/XqNc+f8Wl3rdIqqVU00bmzC1haSJoXEiRVJk/oFEOPFC63EGlZWH3BycqJbt3S4u/dmzhwdjRpZ0LSpiRkzjKROHZmzKYQQIro8evSIDRs2YGtrS5MmTSKd36xZOi5e1FGnjolmzeR+NLpJcDGOu3XrFo0bN+bevXuULFmS9evXkz6MpiRKwY4dGk5OOs6e1QGpvlpbETjB+/dQogQkSGAiXTqNNGkUNWsqevQwycxLX9m7dy8ANWvWjND2X75Aly56TCaNefNiblarbNmycezYMR48eBCp4CLAkCEm/vlHx+zZOrp1M5ExYxQVUogwmEymgLEJd+7cGTB2IICmaYwaNSrg9ZEjR/jtt9/4/Pkzer2eBAkS0Lx5czp16kSCBAliovjBcnFxwcXFhZIlSwa6zpw8qeHgoMfHB2bMMNKsmYlUqULJyEz58uXj4sWL3Lp1C3t7+yDr06WDvXuNTJyomDBBR506FgwZYmTMGBPhnGNGiJ/SqlWrAGjbtm2U5Rk/fnzq16/PqlWrOHz4MDVq1DBruzNnzlCzZk0+ffpExowZGTNmDI6OjsFeA9OmTUv//v3p168fly9fZtWqVQEtT1asWIGtrS3Pnj3H19earl1nUrRoLxwd9bi4aJhMfg9FSpY00by5onFjE2nTRvx4u3btyvTp01m6dC7Xr3enSRM9Xbvq2bDBb0iI6dONtGihkA5OQgjxY5k7dy5Go5G+ffuGe3LCb925A+PG6Uic2K/1ulzzo59M6BKHbd++nXLlynHv3j06duzIwYMHwwwsAowdq8PR0YKzZ3WUL29k2jRXNmzwYf58A6NGGenWzUjWrJeAk5hMT3nxAk6f1jF6tJ5s2SwYMUKHu3v0H9+Pztvbm8OHD5MuXToKFSoUrm3fvIHJk3Xkzm3B7dsaLVqYqFMn5p62+HdZCq4rZHglSwbDh5v48kVj3DjpsiCil7e3N/v27aNXr17Y2dlRtmxZJk+ezK1btyhXrhwTJ04kVapUTJo0ibNnzwJ+Ywo2adKECxcu8N9//3Ht2jXOnj3LgAEDyJUrF7Nnz+batWu8e/eOmBxZRCkVbKvFc+c06tfX4+WlsWiRkd69oyawCMGPu/gtvR5+/92Es7ORtGkVU6fqqVpVz+PHUVMGIeIqX19f1qxZg7W1NY0bN47SvP0nejJ31milFIMGDeLTp0+MGjWKGzdu0LZt22ADi76+8OiR37Vn1y4d588XI2nSmTRo8Ax7+6ckS3YbN7ej+Pp6AO9YtKgf3btbcviwjly5YOxYI7dv+3L8uJFevSIXWAS/btr16tXj3r17HDhwgBIlFGfPGhg50oiHB7Rvb0HDhnJNEkKIH8n79+9ZsmQJSZMmpUOHDpHKy2SC7t39eu9MmWIkQ4YoKqQIlbQjiINMJhPjx4/njz/+wNLSkrlz59KlSxezuuU+euQ3e2iKFIpt24wUL27gv/8+kCtXWvR6DfD7IW005qFp06bs3LmT2rVrM3fuJhYutGLBAh1OTnpWrdKxfr2RUqV+3ubHx48fx8vLi2bNmpndJfrmTZg7V8eqVTq+fNGwslK0a2di2rSYHXy2TJkyAIwfP5569eqRLFmySOXXo4eJ+fN1rFih0bcv/H+8Qvwgrl27xsqVKxk2bBjJkyeP6eJEiMlkYtCgQSxbtgxPT08ArK2tqV+/PvXr16dWrVqk+v+IW86cOWnSpAnt27dn165dODg48PHjR+bOnUvXrl0BcHNzw8nJiaVLlzJ48OCA/VhbW5M+fXoyZsxIhgwZyJAhQ8D//f9NmTJliJOsRMb+/fs5deoU5cuXp3LlygBs2KDRo4eejx815s83RPmMeN/OGB2aihX9ukl36KDnwAEd1app3LxpIBpOhRBxwv79+3n58iWtWrUiURTP3FalShWSJ0/Ohg0bSJkyJb169SJTpkwhpt+zZw9nzpyhYsWKjBw5Msj6+/fB2VmHs7OGi4vG58/B3efoAb+H2okTm0iVykiGDCbSpIHs2f1aKBYoQLS0JunZsyfbt29nwYIF1KhRAysrGDXKhIODiW7d9Ozdq6NwYY2JE0106WKS65IQQsSwxYsX4+npyZAhQ4IMvRP+vHScOKGjYkUTHTv+vPGI700mdIljPnz4QPv27dm9ezdp0qRh/fr1AYEhc3TooGf1ah0zZvi1dgltkFAvLy+qV6/O2bNn6dKlC3PnzsXDQ2PSJB0zZuixtFT8+afxp/1ADxo0iDlz5rB+/XocHBxCTGcywf79Gn/+6TczIkDq1Ipu3Ux07ep3E/4j6NevH/Pnz6devXps2rQp0p+vNWs02re3oHp1E1u3GvlRhrv72QeDfvr0KWXKlOH58+d06tSJBQsWxHSRImTYsGHMmDGDlClTUq9ePerVq0eVKlVC7NLcrVs3li5dirW1NV5eXvTt25dp06YFSff48WOWLl3K/fv3efbsGU+fPuXJkyd8+fIlxLJYWVnRoEEDVqxYEWV1SilFmTJluHDhAocPH6Zo0XIMHKjn7791WFkpZs820qlT+K+9YdX/Z8+ekSVLFipXrsy+ffvMytNkggYN9Dg76zhxwkCJEj/nd4L4Mf1I1/xmzZqxdetWnJ2dqVSpUpTnv2LFCvr378/Hjx/R6/U0atSIvn37UrJkyUDpTCYTJUqU4OrVqxw7doxSpUrx+TMcO6bh7Kyxb5+Oe/f+dw+QMaOiYEFF2rSQNq3fv2nSKNKl8/s3TRqwto7ywwmVUopChQrx33//cfPmTbJlyxawzmiEP//UMXq0js+fNcqVM/HXX0aiaIjLH96PVOeFiEpSt2MvHx8fcuTIwZs3b7h79y7p0qWLcF6PHkHhwhYYjXDxooGvLv9xzo82oUu0BhcnT57MlClTAi3LkSNHQNez4Gzbto2JEyfy6NEj7OzsGDNmDNWrVzd7nz9DcPHNmzekSJEiyPLbt2/TpEkT7ty5g729PRs2bCBDONoAX7oEpUpZYGcHV64YsLIKu8K6u7tToUIF7t27x/jx4xk6dCgAmzdrdO6s59MnjW7djEyfbgr35AGxXb58+Xj48CEvXrwgceLEQdZ//gwrV+r488//zYpYsKCib18jzZqpMAYs//68vb2pUKECFy9exMnJiV9//TVS+ZlMULq0BZcuaeTIoRg3zkijRjE/BtLPfGPy+fNnKleuzIULF7CyssLX15czZ85QuHDhmC5auPz999/06NGDjBkzcvLkSbNuUD5+/Ii9vT0PHjygdu3abN682ez3XynF27dvefLkCU+fPg0IOPr//+bNmzx//pxx48YxbNiwyB4eAFOmTOH333+natWqTJu2h5YtLbh5UyN7dsXq1QaKFIlYvmHVf6UUadOmxdLSkidPnpid7/LlGl26WPDbb37jLwrxo/hRrvlv3rwhc+bMpE+fnv/++y9aWjsDeHh4sGzZMubNm8fDhw8BKFmyJH379sXBwQELCws2btxIq1atqFChIw4Oi4K0TrSwUJQrp6hRQ1Gjhol8+aKn9WFk/fXXX/Tt25f+/fsH+T0Cfq0ve/bUc+SIjnjxFKNGmejfP+6PD/uj1HkhoprU7dhr5cqVdOrUifbt27No0aII5/PyJbRooefECR1OTkZ+/TVu33P+dMHF7du3s23btoBlFhYWwQbGwG/g6Dp16jBq1Chq1KjBpk2bmD17Ni4uLuTNm9esfcb14OKJEydo2LAhM2fOpE2bNgHLL1y4QI0aNfDw8KB9+/bMmTOH+PHjm52vUlCrlp7Dh3WsWWOgSRP/7s9hV9j79+9Tvnx53N3d+eeff2jdujUA166Bo6MFDx5olC1rYu1ao9nj6Hh7e7Nz504uXrzI8OHDo7x7UHS7d+8eefPmpWLFiuzfvz/Iel9fqFZNz6lTOjRNUbeuom9fE+XLx3xwLTQPHjygZMmSfPr0iSNHjgRp7RBeT57A8OF61q/3+xFVvLiJP/4wUalSzLVs+llvTJRStGnThg0bNlC/fn0cHR1p06YNFSpUYP/+/bHmenr48GHq1q1L/PjxOXLkSLjGO719+zabN2+mb9++wV5znj/3a2Xs4qLDwwMMBr/Psv+f32vtm9fg7W3k1at3KGVBggSJSZtWR4MGJpo0Udjbh/8zv2HDBlq3bk2KFCkZMOAqEyak5fNnjebNTcydaySYZxlmM6f+V6lShePHj/PkyRNSmznt6osXkDmzJUWKKM6cMUS8gEJEsR/hmn/9+nXGjRvHtm3bGDFiBKNHj47S/A0Gv/EQDxzQePhQQ68Hvd7EkyduXL9+mefPHwMGEie2plixwly8+IAPH0oA/2vKlzHj/4KJlSurSF1nvpePHz+SJUsW9Ho9rq6uWAfTfFIpWLZMY8gQPR8+aBQpoli40EAse6YWLj9CnRciOkjdjr3q1q3L/v37OXPmDEUi8IRcKVi7VmPAAD1v32pUqGBi3z4jcb0a/GjBxWh/NmdhYUEaM/t1Lly4kCpVqtC3b18ARowYgYuLC4sXL2bmzJnRWcxYw2QyYTAY6Ny5M3q9npYtW3Lz5k3q1q2Lh4cH06ZNo0+fPuEOBOzfr3H4sI6SJU00bhy+wE62bNnYtm0bVatWpWvXrqRLl44qVapQoACcOmWgTRu/8bZKl9aYN89IsWKK1KmDPuU2GuHs2eusWLGRzZv38v69N2AkZcpUDBjQP1xlimnOzs5AyLNEjx6t49QpHRUqmFiwwEj27N+zdBFnZ2fHokWLaNasGa1ateLs2bORGpMvY0ZYudLIgAFGRo70qyc1auioVs3EhAnGCLe+EuE3ZcoUNmzYQP78+Vm2bBkJEyZkwYIFHD16lB07dtCgQYOYLmKY3r9/T4sWLTCZTKxatSrcEynlzp2bESNGBFqmlF9L7OnTdVy4YF5LIp1OYWlJwJ+FhZ6kSRPy7t0rDAYPnj3LzKxZembNgsyZ/cYda9z4f4FGgwE+fgQPD7+/jx+1gP9fvvyAmTOvotdPIHfu7owYkYIECRSLFhlo1+77PJzIly8fx48f58aNG2YHF9Om9Xt4cP68jufP/WaVFuJnd/fuXfr27cuhQ4cAyJw5M507d47SfYwZo2P+fB3v3397cdAB2f7/z4+HBxw5AlAGTTNQvryJmjV/7NaJoUmUKBFt27Zl3rx5rFu3jo4dOwZJo2nQoYOiRg0Dffro2blTR+nSFgwaZGLECBPheE4vhBAiAt69e8fhw4fJli1bhHpLPX8OvXrp2bVLh6WlYtQoI0OHmuJ8YPFHFO3BxQcPHpAnTx7ixYuHvb09o0aNCnEA6bNnz9KrV69AyypXrszu3btDzN/b2xtvb++A1/4NMY1GY6xpaRMeZcuWZcuWLTg4ONCxY0eeP3/O7NmzefPmDRMnTqRXr16YTOFr/ms0wrBhfn2W//jDF5NJfbXOGOjfkBQtWpSVK1fStGlTmjZtysGDBylYsCBJksDWrUZGjbJgxgwLGjb0q3KJEilSpVJ8/qzh5aXw9FQYjXqgyP//TQzIe/z4yxQooKhUyRRrbmz37t0LQPXq1YOcuwMHdEybpidtWsWKFT6kTu33HsQW9evXp2fPnsyfP59OnTqxcePGSH/WChaEHTuMuLjoGDnSggMH/MafbNLEyJgxBrJl+34tGc2t83HJzp07GTVqFClTpmTTpk0kSJAAk8nE1KlTKVeuHEOHDqVatWrE+9H66n9j/vz5vHv3joEDB1KjRo1Iv4cnT2oMH27JuXN+QcWiRU3UqmWiWjUj6dIpLCwIFET0CyQSwsQAOjp2/I21a9fSsWM/ypWbwpYtevbv1zFzpp6ZMyFJEoWvL3h5hfZ5yglM+f/yQd68Jlau9CVvXkU4L/3BMqf++/ckuHbtGuXLlzc775o14fx5HXv2QPv2P8/nK7b68uULjx49wtXVlTdv3lCzZs1IT+b1I4rJa/6gQYM4dOgQhQsXpk+fPjRu3Jh48eJFWVnWrNExcaKepEkVjo5GqlUzUbiwCaX8HmIYDH73H0YjGAwaL168Zvfufdy+fZ2//+5KwYJZAvKKiutLTOjSpQvz5s1j/vz5tG3bNsT7lTRpYP16I5s36xgwwJIpU/Rs3aoxf74vZcvGrXFif8b7HPFzkLodO+3cuRODwUDDhg3DFcdQClav1jF4sCXv32sUKWJi0SJf8uf3jwdFV4l/HN+jzoeno3O0dos+cOAAnz59Inv27Lx8+ZIpU6bw/PlzTp06FWyXs9SpUzN//nyaNGkSsGzJkiVMnTqVO3fuBLuPb8d1tLGx4fr167i5uYXrRMQ2Z86coW/fvgGB1c6dO9O7d+8I5bVtW3LGjMlEpUofmDnTNVLl2rhxI3/88Qd58+Zl9erVgW7ijh9PxLFjiXn0KB5ubvF4905DqU/4+HwAPgFe2NjoSJs2MenTJydhQo2jR13x8vJrvlakiCd//PGI9Ol9I1XG6HT//n3+/vtv9u3bR5o0adizZ0+gc/DqlQXNmuXkwwcLFi68j739pxgsbcT5+vrSvn17bty4wYABA2jbtm2U5a0UHDyYhLlz0+LmFh8LC0WjRm/49dfnJEwYS3/d/MDu3LlDu3bt8PX1ZeHChRQrVizQ+t9//52dO3cycuTIQNfmH83nz5+pXbs2nz9/Zs+ePZFqUevqGo9Zs9Lh4pIEgJIlP9K//3Ny5/4cqTJ6eHjQtGlTXrx4QYsWLRg0aBBeXpYcO5aY/fuTcvOmNQkSmLCxMWJjYyRhQhMWFp949uw/7t+/yJcvrwAPatYsQ61a5UiUyEj+/F5YWX3f77qrV6/Stm1bKlasyKxZs8ze7saNBLRqlTNKvmtE9Dp8+DBDhgzBYPhfF/ZkyZLx66+/Ur9+/WgbD/BnYjQaqVChAvHixePgwYNR/kD80SMrmjfPicGgsWrVXXLmDHnSqbiue/fu/PvvvyxdutSs7nbv3+uZNi09u3b5fY80a/aavn3lHkTELQ8fPgwYukmv16PX67GwsAjy/2+X+b+2tLSkQIECIU6UJ4S5+vXrh4uLC6tWrSJ//vxmbfPypSXjx2fkxInEWFqa6NbtJe3avfphJgiNSzRNw9bWNubHXPzWhw8fKFCgAH/88Ueg8QL9RSS4GFLLRSsrqzjZcvFrhw8fpl27drRs2ZLJkydH6Hi9vCB//ni8egUXL/qQM2fg6mA0Grl37x7Zs2c3ux9/jRo1OHbsGMePH6d48eLBpunatSsrV64EIG3atLRq1Yp27dqRI0eOQOlmzZrN8OH7sLVdjptbZsqVM+Hs7BNCy6CYc+nSJaZMmcL27dsBsLW1Zd68eVSpUiUgjdEIdepYcvSonhEjDIwcGbvHHXN1daV06dJ4enpy4MABSpUqFaX5+/rCihV6Jkyw4MULjXr1jKxf7xvtrVcjUudjK3d3d8qVK8ejR4+YP38+HTp0CJLm1q1bFC1alHLlynHgwIEYKKV55s2bx6BBg+jRowczZsyIUB4PH2rMmqXn77/1GI0a+fObmDjRQNWqUddq+tatWzRs2JBHjx5Rp04dli1bho2NTZB0Fy5cYN68eWzatAlfX18SJEhA69at6dmzJ7lz546awgTDnPpvMpnInz8/jx49CteMfiYT2NnFw9MTnj71/uEmrRJ+lFIUL16cmzdv0rBhQ7JmzYq3tzeLFy/G19eXEiVKsGTJkiDf17FVTF3zL126RJkyZWjUqBGrV6+O0rx9fKByZSsuXNAxfbovPXv+BM03QrFr1y4cHR1p0qRJwL2nOfbv19G7tyWPH2tkyqSYO9eX6tVjf4DxZ7rPEcE7ceIEjRs3xsPDI1L51KpViy1btkRRqSJP6nbs8/HjRzJlykTq1Kn577//woxnKAXLl+sZOtQCDw+NYsX8WivmzRt3G5WF5nvUeaUUPj4+P8aYi19LkiQJ2bNn58GDB8GuT506Ne7u7oGWubu7hzqmU7x48QJ11fOf0EWv18f54GK1atV48uRJpFoQzJ2r4/lzje7djeTJE3I+/k+szNG1a1eOHTvG33//HeyEH7dv32blypVkzZqV6dOnU7NmTSxCmJqvaVNHhg8fRvLkDmTNeg4XFx1Ll1rSteuPcXN36tQpJk+ezL59+wDImTMnQ4cOpXnz5lh+8+hk0iQdR4/qqVDBxMiRKtZ/6WXLlo3Fixfj6OhI27ZtOXv2bIiTNUWEXg9du0KrVgaqVNGzc6df19HBg7/Pex+eOh/b+Pj4sHTpUiZNmsSzZ8/o3bt3iON85c+fnwIFCnDy5EmeP39OxowZv3Npw+bj48Ps2bOxsLBg4MCB4XrfXr2CTZt0rF2rceaM3zUwQwbFmDEGWrdW6PUaEHX1IH/+/Jw8eZJGjRqxe/duKlSoQI8ePWjUqBHJkiVj27ZtzJ07l1OnTgGQMWNGevToQadOnSLVGjO8Qqv/er2eTp06MXLkSFatWmX2DNh6PdSqpVi2TMepUxZUrfpz3gj+6Pbu3cvNmzepXbs2GzZsCFjeo0cP+vfvz8GDB6latSrOzs7ky5cvBksatb73Nd//M16+fPko3+/48X5jxNaubaJ3b9C0uPldZq66deuSJUsWtm3bxsuXL0mfPr1Z29WqBZcvG/j9dx3z5+tp0MCK1q1NODkZicLbnRgTl+9zRMh27dpFy5Yt8fb2Zty4ceTJkweDwYCvry8GgwGj0YjBYAi07Ns/X19fduzYwd69ezl06BDVq1eP6cMKROp27OHs7Iy3tzcODg4hxgP8ff4MzZrp2bdPR7x4iokTjfTrZ8LC4gdrdRQDorPO/zDdor/l6elJgQIFGDZsGN26dQuyvmPHjnh5ebFu3bqAZdWrVydfvnxmT+gS12eLjkqvXkGePBYoBbdvGwguhhuRGYh8fHyws7Pj48ePuLm5kTRp0kDre/Towd9//82iRYto3759mPlVqFCB06dP4+x8j4YN7bCw8LvZC2HozminlOLIkSNMmjSJo0ePAlCwYEGGDRuGg4NDsOfp2DGN6tX1JE8O588bMPO+NlYYNGgQc+bMoXbt2mzZsiVausu5uUHJkha8fw979hipXDn6LltxeaY5g8HAmjVrmDBhAq6urlhYWNCtWzecnJxC/UKfOnUqI0eOZOrUqfTr1+/7FdhMK1asoHPnzrRp04a///47zPQfP8L27Rrr1+s4eFDDaPT7rrC3N9GypaJDBxPBTCoapby8vOjcuTObNm0C/G4KUqRIwatXrwAoXbo0vXv3pmHDhkEeVEQnc+v/ixcvsLOzI1OmTNy6dcvsz/3WrRrNmlnQp4+R6dN/jIdEIrBq1apx9OhRDh06xC+//BJonVKKiRMnMnbsWFKmTMnevXvDPXHSjyamrvmOjo5s376d8+fPU7BgwSjL99Ahjdq19aRNCxcuGEiZMsqyjtWmT5/O8OHDIzwb98mTGt266blzRyN1asWsWUYaN/4+k2hFtbh8nyNCt3LlSrp27YpOp2Pp0qU0bdo0wnmdOHGCypUrkydPHi5cuBBmYOh7kLod+zRv3pwtW7Zw5MgRypYtG2raOXN0DBqkp3hxE//8YyQaO/LEGj/abNHRGub9/fffOXnyJI8ePeLMmTO0adMGvV5P48aNAb8xUMaOHRuQvlu3bhw6dIi5c+dy584dJk+ezOXLl+nSpUt0FvOnNWaMjo8fNQYNMgUbWIwoKysr2rdvz+fPn4N09Xn58iWrVq0iTZo0tGjRwqz8/LvJnzu3jrFjTXz8qNGrl57vPaSmUordu3fzyy+/ULNmTY4ePUqJEiXYunUr586do0mTJsF+qN3doW1bPSaTxtKlxjgVWASYOHEi9vb27NmzJ9pmdbe19ZtVWilo3VrP48fRsps4y2QysWHDBgoXLkznzp159OgRbdq04fr168ycOTPMG0L/m8/169d/j+KGi9FoxMnJCU3TGDRoUIjpfHxg1y6NVq30ZMxoQceOFjg767Czg1GjjNy44cvJk0Z69Yr+wCKAtbU1a9as4erVq4wYMYKsWbPy9u1bWrRowalTpzh69CiOjo7fNbAYHmnTpqVu3bo8fPiQw4cPm71d1aoKS0vFnj26734NF2E7d+5cwHdbuXLlgqzXNI0RI0YwYcIEXr9+TY0aNbh8+fL3L2gsp5TixIkTJEuWzOzxpczh7g4dOvjdhyxdapTA4lfat29P/PjxWbJkCT4+PuHevmxZxfnzBoYMMfLmDbRsaUGTJnqePYuGwgoRDWbPnk2nTp2IFy8eW7dujVRgEaBcuXI0btyYW7dusWTJkigqpfiZeHl5sW/fPtKmTUvp0qVDTevtDTNm+M0GvX69BBZ/VNEaXHz69CmdO3fG3t6ejh07kixZMg4cOEDK/7/befLkCS9fvgxIX7JkSRYvXszy5cv55Zdf2L59O6tWrQqYmVJEnV27NJYs0WNrq+jXL+pbj3Tq1AlN01i4cGGgprQLFizA29ubXr16mT3zbKNGjQC/yWL69DFhb29i3z4da9Z8n8fFRqORTZs2YW9vj4ODA2fPnqVChQrs27eP48ePU6dOnRCj+CYTdOqk59kzjYEDjdSoEfd+TVtZWbF69WqSJk3KyJEjGTBgAI6OjhQrVozBgwdH2exV1aopRo828fq1xujR8jTSHEopdu7cib29Pa1bt+bOnTs0adKES5cu8ffff2NnZ2dWPlmyZKFUqVJcuHCBu3fvRnOpw2fRokX8999/NGjQgDx58gRaZzLB8eMavXrpyJzZgkaNLNi4UUfSpPDrr0b+/deX69cNjBxpIqaGj8udOzejR4/mxo0bfPz4keXLl4c4Vu2PplOnTgBmtRb1lygR/PKL4v59jRCGUhYxaPr06QAMGDAg1KfTQ4YMYcqUKbx9+5amTZvy4cOH71XEOOHmzZu8efOGsmXLRllrf6WgSxc9L174PTSOzhb+sVGKFClo3rw5L1++jPAYcfHjw4QJJk6dMlC4sGLnTh2FClnwzz+aPCwJJx8fHx4+fMjx48dZu3YtTk5OzJo1Cy8vr5guWpyjlGLUqFEMHjyYZMmS4ezsHGXdmCdOnIiVlRVjx47l/fv3UZKn+Hns378fLy8vGjZsGOZ34cqVGs+eabRurWKs96II23ftFv09SLfosD19CsWL+3UxPXzYSOnSIVeByDS1rV+/Pvv27QvoWvXp0yeyZcvGly9fePDgQbjGD6tUqRInT57k+vXr+PrmpEQJCxIlgitXDKRJE65imc1gMLBhwwYmTZrEf//9B0DNmjUZNmwYZcqUMSuPGTN0DBump2RJE4cPG+P0DFY7d+4MaJX8tY4dO7JgwYIo+Tz6+kKuXBa8fAl37hjIkCHSWQYRV7pUHD16lBEjRnD27FkA6tSpw+jRoylcuHC48nFzg7/+0nH9+lmcnRfStm1FfvutFRkzgpVVNBQ8HJ48eUKhQoUwGAxcunQpULD0+XOoX9+CK1f86l3ixIpGjRTNm5uoUEERi9/aaBWe+m80GsmdOzfPnj3j4cOHoY6P/DX/bi1Tpxqj5eGWiJh79+6RP39+7OzsuHbtmlnXv19//ZUFCxbQtGlTVq5cGSvvu2Limr9w4UL69OnDlClT6N+/f5TkOW+ejv799djbm3Bxidv3GxF16dIlSpYsScmSJTl27Fik6quvL8yapWPcOB3e3hqVKpkYNcpEsWKK+PGjsNDRILrrvMFg4NmzZzx58oTHjx/z9OnTgP8/efKEp0+f8vLly2DH8apRowabN2/GKoZuMLy8vHB1dcXV1RU3NzfevHlDgwYNKFCgQIyUJ7KMRiN9+/Zl8eLFpE+fnt27d0f5WLkjRozAycmJfv36MXXq1CjNO7ziyj38z+Dz58+UL1+eK1eusH//fipWrBhiWoMB8uWzwM0Nrl83kD379yvnj+5H6xYd84MjiO/KaPTrMvPmjcaYMaEHFiOra9eu7Nu3j379+tGwYUNev37N27dv6dWrV7gnJmjUqBEnT55k7969/PprToYPNzFunJ5+/fSsXRu1syD6+vqydu1aJk+ezL179wBo2LAhw4cPp0iRImbnc/asxsiROpImVaxcGfdv9OvVq8eBAwf49OkTOXLkIEGCBNSoUYN//vkHGxubgK6rkWFpCb17mxg2TM+8eTomTpTAxLc8PT0ZNmwYixYtAqBKlSqMGTMm2MmVwnLlCtSr5zdbN5QGSrNiBaxYAZqmSJcOMmf2e4KYObPC1hYyZVJkzqzInZtor/P9+vXj48ePTJ48OVBg0c0Nata04P59jSpVTHTpYqJ27R//B19so9frad++PWPHjmXlypUMHDjQrO1q1TIxaJCevXs1fsAhPH9as2fPxmQy0b9/f7NvUCdPnsyxY8fYsGED1atXp23bttFcyrjh+PHjAEHGtIwod3cYNkxHokSKFSvi/v1GRBUpUoSyZcty8uRJBg8eHKn7EktLvwnm6tc30aOHniNHdBw54tdlr1AhRcmSCnt7v3/t7IiVYzOGh1KKDh064OLiwosXLzCZQr4/S5kyJYUKFSJjxoxkypSJjBkzkiFDBhYvXoyzszNt27Zl9erVUf5D+c8//2Tnzp1kzZqVbNmykTRpUtzc3AICia6urgHjHn9t3Lhx1KlTh2HDhkXoXiqmeHt70759ezZv3kz27NnZs2cPWbJkifL9DB06lOXLlzNv3jy6dOlCjpjqCiJiDaUUffr04cqVKzg4OFChQoVQ069bp/HwoUbz5iYJLP7gpOXiT8TbG0aP1jFjhp7y5U04OxvDbL0TmWi40WikePHi3LhxI2CZTqfj5s2bZnfH9Hf+/HnKlClD69at+eeff/DxgVKlLLh+XWPDBgMNG0a+Gvv6+rJixQqmTJmCq6srmqbRpEkThg0bFu4nlu/eQYkSFri5RV35YqPHjx9TuXJl3Nzc+O233xgzZkyk8/zwAezsLNDp4MEDA4kSRb6cX4vNTz1PnjxJp06dePDgAVmzZmX+/PlUqVIlQnm5uGg0aaLHw0Nj0CAjxYsrfv99MXfv+lC+fBs8PJLx6BG8fRv8dTZLFsWMGUbq1o2eur9t2zaaNm1KoUKFOH36dMC4kXfuQK1aFjx+rNG1q5E5c0xEwxxDcVZ46//Tp0/Jli0bdnZ23Lhxw+zv3bx5LXB1hefPDSRJEslCi0hzd3cnW7ZsJEqUiHv37pEgQQKzt71x4walS5dGr9dz5swZcubMGY0ljXrf+5qvlCJr1qx4eHjw6tWrKJkEYe5cHQMG6Bk50sioUfLQLTSurq5Uq1YNNzc3+vTpw7Rp0yL9e8FkgvXrNQ4e1HHmjMadO4HzS5lSUaKE31+tWibC8Zw6WkRHnfdvFWptbU22bNkCBQ2/DiJmzJiR+CE86fvw4QPVqlXj8uXLtG/fnoULF0bZb7lTp05RqVKlUGc9TZUqFVmyZCFLlizY2tqSNWtWdDodf/75Jzdv3gRg1apVkR6r8Hvw9PSkadOmHDx4kEKFCrFr1y7SRFdXL+Cff/6he/fu1KtXj82bN0fbfsISm+/hfyZLliyhZ8+e5MqVi1OnTpEolB9zJhMUKmTBf/9pXLzoSxQOUxwnSMtF8d0ZjbB6tcb48Xrc3DRSpFAsXRp2YDGy9Ho9586d486dO9y4cYMbN26QM2fOcAcWAfLly4dOp+Pq1auAX3fMRYuMlCunp29fPRUqGEiWLHLlHT16NNOmTUOn09GyZUuGDh0aZAy30Pj4wI0bcOWKxqpVOtzcNHr2NP60gUWATJkysXfvXipXrszEiRNJlCiR2a2bQpIkCXTqZGLWLD3Lluno00d+SH358oUxY8Ywc+ZMlFJ07tyZKVOmhPplHZoNGzQ6dtTj6wt//mmkWze/c+zpaUXnzj05eXIg1apVo3//FlSuXJ83bxLy6JH2/39w65bGzp06GjWyoE4dEzNmGMmaNeqO98OHD/z666/odDr++uuvgB/nBw9qtGunx91dY8AAI5MmmeJ8a5GYliFDBmrVqsXu3bs5duxYmE+f/dWubWLOHD0HD2o0bvzzXiN/FPPnz+fLly8MGzYsXIFF8Pt+dnJyok+fPrRt25Zjx47FWJfG2ODBgwc8e/aM6tWrR9nsqitX+j1Bad1avg/DkiVLFg4cOED16tX5888/ASIdYNTpoEULRYsWfj1p3r2Dc+c0zpzRAv7ds0fHnj0wbpyO2bNNAd+rccWuXbsAv3Fb/cfjDa8kSZKwe/duKleuzLJly6hUqZLZkz+G5tOnT3Tu3BmlFKtWrSJLlizcu3cPDw8PMmfOjK2tLVmyZCFhwoTBbt+hQwdWrFhB167d2L179w8fXFRK0ahRI1xcXPjll1/YsmULSaLhKZ6vL5w5o+HsrHH4cBesrUuwc+cFevd+QLNm2ShZUsX48Dnix3Pu3Dn69euHjY0NGzZsCPO3ytatGv/9p9GggUkCi7GAtFyMw5SCbdv8Jr+4fVtDp1O0bq0YNcpI5szm5fEjPQEqWLAg9+/f5927dwE/XIYN82uJ2a6dicWLI9492mQykSVLFjw8PDh79myYLS8+fYJr1zQuXdK4fNnv3xs3wNf3f3WuWDETR44YpSsmfi1bqlatyps3b/jzzz/p1q1bpPJ79Mhv7MWMGeHWLQNR9PsM+LHqvDkuXbpEhw4duHnzJunSpeOvv/6iVq1aEc7vzz91DByoJ148v+78XwfHTSYT06dPZ+nSpQFDBiRMmJCGDRvSsmVLKleuHHDOzp7V6NNHz6VLGvHjK4YONTFwoClKPg99+vRh4cKF/Prrrzg5OWEwwNixOqZO9fuBPW6ciSFDJLAYERGp/7t27aJRo0Y0b96cFStWmLXN4cMaNWta0LatiSVLonZoCxE+kRkP2Z9SCkdHR3bs2MGAAQOYPHlyNJQ0enzva/6yZcvo2rUr48aNY9iwYZHO7/p1KFrUknLl/MZ2FuZxc3OjWrVquLq60rt3b6ZPnx6u3w1KKfbs2UP27NnJlStXGGnh7l2/CcaGDvXrETBsmJGxY2Pmeyo66nzp0qW5cOECrq6upE+fPlJ5Xbx4kVKlSlGlShX27t0b6bL169eP+fPn06FDBxYuXBhiuvfv/YZV+fphqZub37+urvD6NaRL9ydubj0jXabotGfPHho2bEiZMmXYu3dvuB8YmWPvXo2uXfW8fBlyBbaxUVSooKhWTVG1qt/EedFd32PbPfzPxt3dnVKlSvH48WPWrFlDkyZNQk2vFJQsacHlyxr//utL0aLfqaCxyI/WclE6i8VRhw5plC2rp1kzC27f1nBwMHHpkoElS8wPLP5oChYsiK+vL7du3QpYNmqUiezZFcuX6zh4MOLfWKdPn+bFixfUrFkzSGDRaISjRzVmztTRtq2eggUtSJHCgvLlLfj1Vz1Ll+q4cgWyZoWmTU1MmmRk716DBBa/ki9fPnbv3k3ixInp06cPq1atilR+mTODo6PCzU1jy5afN4J07949ypcvz82bN2natCmXLl2KcGDRZILhw/0Ci0mTKvbtC9rqVqfTMXjwYG7cuMHJkyfp1asX1tbWrF69mjp16pA1a1aGDBnCpUuXsLf3m1Fzzhwj8eLB2LF6iha1YP/+yL1fp06dYuHChdja2jJ69GgeP4aqVfVMmaInTRrYt8/I0KESWPyeatasSYYMGdiyZQtv3rwxa5ty5RSJEin27dMIZWgu8R0sX76ct2/f0rFjxwgFFgE0TWPhwoVkyJCBGTNmcODAgSguZdwR1eMtrlrldyvfpo18kMLD1taWAwcOkDVrVubOncuAAQNC7TL7NaUUv/32Gw4ODhQsWJA2bdoEujf9lqZBzpzQqZPi0CED6dIpJk/W07WrXw+B2O7Zs2dcuHCBokWLRjqwCH5jY+bNm5fDhw/z9OnTSOV15MgR5s+fT+bMmXFycgL8honaskWjXz8dDRv63ZukTGlB6tSW2Ntb0rixBf3765k5U8+WLTrOn9eh02lo2meeP+9DFMQ7o41SiokTJwJ+MzlHdWDR19fvXrFBAwvc3aF5cxPLlhl48sSXV698KVt2MNCZUqX+w8YGdu/W0a+fnvz5LcmZ04KePXVs2aLx7l2UFkvEAkajkTZt2vD48WP69+8fZmARYN8+v0Y81aubJLAYS0hwMY45e1ajRg09tWpZcP68jqpVTZw+bWD9eiPh6OH7QypYsCAAV65cCVhmbQ0LF/o9qe/RQ4+nZ8Ty3rp1KwAODg4BywwGv+7khQpZUK2aBUOH6lm3Tse9e1CgALRrZ2LWLCMuLgbevDFw/bqBVauMDBxookoVmTziW0WLFmX79u0kSJCA7t27R/qGsX9/v/d91iwdcav9tfn++usvvL29GT9+PKtWrYpwYMDHBzp21DN9up6MGRVHjhgoWzbkk6ppGvb29sycORNXV1e2b99Os2bN+PDhA7NmzaJkyZL06tULvR66dzdx44aBNm1M3LunUbeuBU2b6nn0KCLl9KFHjx4AzJkzBxeXRNjbW3DqlI5q1UycP2+gUqWftDLEIAsLC9q1a4ePjw+rV682axsrK6hSRfHqlcbFixIJjikGg4FZs2ah1+vp27dvpPJKkSIFy5YtQ9M0OnbsGOzECAJOnDhBvHjxKF68eKTzMhhgzRod8eMrGV4gAmxtbdm/fz9Zs2Zl3rx59O/f36wA49ixY5k+fToZMmTAzs6O9evXU7hwYVq3bh0wNl9IChWCY8cM5Mzp92C8cWM9nz5F1RHFDP/WhXXq1IlwHr6+4OysMWyYjlKlLLlz5zJK7WXgwBsRDkQZjUZ69eoFwKJFi7l2LQk9e+rIlMmC5s0tmD9fz549Om7e9Btyp2xZEy1bmhg2zMiCBQZ27zZw7ZovHz748uSJgRIlJgCKNm103L8f4UONVocOHeLs2bNUqFCBMmXKREmeSvkN+7RggY6KFf3uFdOnVxw4YGTFCiMtWypSp4akSWHRog5YWq7g5s0S7NlzhQsXfJk82UjVqiZevIAlS/Q0b25BunQW1KmjlyDjT2T06NEcPnyY8uXL88cff4SZXimYNMkvVDV8uDw8iy2kW3Qc4e3tNwv0pk1+H8ISJUxMmGCiYsXIvb0/UvNyZ2dn6tWrF9AV8mt9+uhYuFBPr15GZs4M3wVIKUWOHDl4+fIlz549I0GCRKxdqzFpkp579/zqUMOGJmrVMlG4sCJvXogXL8oO66czc+ZMhg4dSv/+/ZkyZUqk8qpeXY+Li45Dhwz88kvUXMp+pDofmk+fPpElSxaUUri6umJjYxOhfD5+hObN9Rw4oCNvXsXOnQYyZYpYmT5+/Mi2bdsYM2YMT5484ebNm2TLli1g/cmTGn376rl2TcPaWjFwoIk2bUyENnmhUn5lfP0apk1bxpIlWylRog6FCnVn8WI9er1i7FgTgwbJxC1RIaL1383NjZw5c5IrVy6uXLli1vfvsmUaXbtaMGKEkdGj5cYxJqxfv542bdqEq0t7WEaNGsXkyZOpWbMm27ZtQ/eDfzC/5zX/8ePHZMuWjfLly3Pw4MFI5+fsrFGvngXNmplYuVK6REfUo0ePqFatGg8fPqRnz57MnDkz2GuY0Whk4sSJjB8/nnTp0nHw4EGyZs3KmjVrmDRpEvfv3w+YDPC3334jX758Ie7zzRtwcNDz7786ihc3sX27kVSpovMoAx9HVNZ5BwcHdu/ezZkzZygSgdlqLl6Erl0tuHrV75xrmiJFCiOvX/uNeaPTKRInBhsbv0YFNjaKhAm/fg0JE/5vmd+/iv/+u8TMmePJnbsVPj5NefDAL/+kSRVNmphwcFDkyKHIkAGzZlgfNmwYM2YATKdAAcWxYwZCGKYxxlSuXJkTJ07g7OxMpUqVIpSHUnDzJhw7puPoUY3jxzXc3f/3eahe3cTSpSHX1/nz59OvXz8yZ87MiRMnSJs2LQCfP8OJExoHD/qNQfrff34t0rZvj7p5AGLLPfzPZvv27Tg6OpIuXTrOnDkTUCdC4+KiUb26Bb/8YuLQIfl+C8mP1i1agotxRP/+OubN05M7t2LCBCP16qko6Rb4I12knz9/jq2tLRUrVmT//v2B1nl4QJEiFjx5AosXGyldWpEli3k3C/4zUdeu3QAHh01Mnqzn/n0NTfNrCfDbb0YZQDYKffz4kezZs+Pr68u9e/ci3NoO/MZ8adDAb9KQrVuj5ovnR6rzofn777/p0aMHvXv3Zobf3W64PXkCTZrouXhRR7lyJjZvNkZ6YiSAhQsX0qdPH/r06cP06dMDrTMYYP58HWPH6vj40e8iVayYiQoVFJ8+wevXGm/efP1v4LFMv5Ypk9+4kGXKxKmvsRgVmfpfr149nJ2dcXFxMavFxIsXkDmzJUWLmvj3X7lx/N6UUpQqVYpLly5x9uxZChcuHCX5+vr6UrlyZc6cOcO0adMi3SIyun3Pa/7atWtp164dv/32G2PGjIl0fq1b69mwQceuXQaqV5frYGQ8evSI6tWr8+DBA3r06MGsWbPQNA1vb2+OHDnCtm3b2LlzJ+7u7qRJk4YDBw6QO3fugO0NBgNr165l0qRJ3Lt3D03TaNy4MSNGjAgxyOjl5fce7tqlI3t2xa5dBiIw52G4RWWd//z5M2nTpiV58uQ8ePAgXL+9Pn/2m+Bm1iwdRqNG3bomWrf2ux9InhzKlevNuXNZyJmzL97e1nh6+o15/uVL+H/gWFgoatZUtGplok6diPUuWr58OV26dKFgwZtcvZqH5s1NLF9u/GGGYTl+/DhVqlShdOnSuLi4mP1eKAW3bv0vmHjsWOBgYpIkinLl/MZPrFDBROHCYY+dOGjQIObMmUOxYsU4ePBgkMlyfHz8GgicOqVj4EC/CfiiQmy5h/+Z3LlzhzJlyuDl5cXBgwfNblFbs6aew4d17N5toFo1+X4LiQQXo9nPGFzcvl3D0dECW1vFuXMGkiaNurx/pIu0UopMmTJhMBh4/vx5kPd33z6N+vX/N7OHXq+wtYVs2RR2dops2fz+7/eagBuLoUNHMnPma1Klmom7e2I0TdG0qWL4cCN5837PI/x5jBkzhokTJzJmzBh+++23COdjMvkFlW/d0rh2zZcwxlQ3y49U50OilKJEiRJcuXKFa9euhTmY/NfevfOb6GnDBh1HjmiYTBoNG5pYsSLqxgj99OkTWbNmxWg08vDhQxInThwkzYsXft35tmzROHs2aMsmnU6RIoVCp3vLu3d38fF5BryhXr1SlC+fj1SpFLVqqSgJhor/iUz937ZtG02bNqV169b8888/Zm1TurSeCxd0PHrkixkPskUUOnz4MDVr1qRq1ars2bMnSvN++PAh9vb2fPnyhePHj0eoNdP38j2v+b169WLx4sXs27ePypUrRyqvR48gf34LkiWDBw8MUdby52f2+PFjqlWrxoMHDwJmKd69ezceHh4AJEqUiNq1azNy5MgQv3cNBgPr1q1j4sSJAUHGRo0aMWLECPIH86TaYIC+fXUsWaIndWrFjh2GaB9bLCrr/O7du3FwcKBLly7MmzfP7O2OHdPo3t2vh1CaNIrZs400ahT4J+nKlSvp1KkTffv2Zdq0aQHLDQa/wKx/sNHvX+2r/8O9ey+YPHkOadJkY8SITjRurCLdMvTs2bOUK1eOli27cuXKX9y4oTF9upE+fWK+5b1Silq1anH48GF27txJjRo1wtzm0iWYOlUfZjCxYEHCfX0xGo00a9aMHTt2ULduXTZu3Bikrr14AaVLW/D0qcbKlQaaNYt8SCI23MP/TD59+kTZsmW5efMmM2fODBimICxnzmj88osFxYubOHnyxwng/4gkuBjNfrbgopsb2Ntb4OkJR44YKVkyat/OH+0iXbt2bQ4ePMiDBw/ImDFjkPXOzhpHjmjcv6/x4IHG/fvg5RW0HmiaImNGv2DjiRNPMRgyodMpmjXzCyp+9TBaRAN3d3eyZ89OwoQJuXfvHtbW1hHOa+lSjW7dLOjc2cj8+ZG/wfvR6nxwTp8+TYUKFcyeSfHTJ9i1S2P9eh3792v4+Ph9JnLlUrRvb6JfP1OU/zD16z40gxkzZtC7d+9Q0z56BNevayRPTkBAcdWqeSxYMI+3b99iaWlJq1atGDhwYLgCqSL8IlP/fX19sbOz48OHD7i5uZHMjMjv6NE6Jk3Ss2yZgZYt49TtyA+vbt267N+/n71791KlSpUoz3/dunW0bduWnDlzcubMmSAtV34U3/OaX6BAAe7fv4+7u3ukzsezZ1CligX372v88YeRwYNjPrgRV3wdYAS/sUTr1auHg4MDlStXJp6Z4+IYDAbWr1/PxIkTuXv3LgCNGjVi1KhR5P3mybVS8McfOsaN02Njo1i/3hitLXWiss737NmTJUuWsG3bNmrXrh1m+rdv4fffdSxe7Lffdu1MTJ0afK8JT09PMmbMiI2NDa6urlhYWARNFAL/QP6SJUto27at2duFxsPDg5QpU1KyZEn++ec4Zcr4/f5ydjZSvnzMfn9Nnz6d4cOHY29vz4kTJ8L8DfzgAZQta8GbN1qUBBOD4+XlRdWqVTl//nyIvWzOn9eoVEmPTgcuLgYi+xwqNtzD/yyUUrRt25b169fTvHlzli9fbnZspmFDv/FQN20yUL++3BuGRoKL0exnCi76+kKVKn7jtUya9H/snXd4FNX6xz8zW7ObDiEJvXcBQQRBsCCiwEUUbIDlCvaLioq9XvtVEURFRBEFKwjYUJqo2AUBaUqAJKT3upttM/P7Y38zJpBANtlNYz7Pk0fZnXJ2Z/bMOe953+/XbyQSbJpaJ60GLNasWVMr4WhF8a+MHTrkDzQePPhP0PHgQYHSUgGQSEzcwsaNZ3GUUbROCJkzZw6vvvoq8+fP55ZbbqnzcVwu6NHDSHExHDrko02b+rWrqd3z1XH11Vfz4YcfsnLlSi666KJqt/F4YMMGf0Dxiy8EHA5/f9ipk8Kll8pcfrl/ABmqbjI1NZVevXrRpUsX9u7dWyvdtYyMDBYsWMCSJUtwOBzYbDZmzZrFHXfcUe1igk7wqe/9/9BDD/G///2v1r/r774TGDvWyDXXyCxZopdGNxS7du1i6NChDBw4kN9++y1k46VZs2bx7rvvMnPmTBYtWhSSc9SXhurzc3Nzad++PcOGDdMco+t2HH9g8e+/BW68UeLll2U9qyPIZGRksGzZMkaOHMmZZ54ZUFDraCRJ4qOPPuKpp54iKSkJm83G77//To8ePY7ZdulSgVtuMaAo0K4ddO7sl/jp1EmhS5d//r99+/oFf4J1zyuKQpcuXSgqKiI7O7taZ2JFgb/+gnXrRL76SuDHHwUkSaBzZ4XXXpM477zjT0OvvfZa3n//fcaPH8+AAQPo3r073bp1o2vXriQkJFTbdxUWFtKlSxfCw8M5dOgQ1iA6LHbp0oWysjLy8vJYt07k4ouNtGmj8OuvPtq1C9ppAuKLL75gypQpxMTE8OOPP1bRuq6O0lIYNcpf9fPYYxL33hv8BWaVnJwcRo0aRUpKCi+++CKzZ88+ZpvlywVmzjTSsaPCzz/76pVh2hzG8Cdi48aN3HDDDXz00Uecfvrpjd2cOvPKK69w55130q9fP3744YdaL6jt2gVDh5ro109h+3afrqd+AvTgYog5mYKLDz4o8vzzBi64QGbtWikkP76m1km///77XHvttTz++OPcf//99TqWosDcuc/y8ssvs2jRE8ycOTNIrdSpDSkpKfTp04fWrVtz1VVX0bdvX/r160fv3r2rHaAej2eeEXn0UUNQjCGa2j1/NNnZ2XTr1o2EhAT+/vvvaic9Bw/CxIlGTby8TRu/ePnllysMHx4cPdbacPnll7NmzRrefPNNfD4fn332GREREfzvf/8jMTFR2y41NZVnnnmG5cuX4/V6iYmJ4ZZbbuHWW2+ldevWDdNYHaD+9/+hQ4fo06cP/fv3Z/v27Sd8Drvd0KaNkbg4SEry6UGSBuKaa67hgw8+4N133+WKK64I2XnKy8sZMmQIKSkp/P3333Q+nntTI9FQff7q1au54ooruOuuu3jmmWfqdIzCQhg71sju3QLXXCOzeHFoxn46wUeSJJ5//nkeeeQRRo8ezYYNG6pddFu3TuC//xUrLYAfi9Go0LGjP9DYubM/COkPQPr/Pz6e494Xwbrn//jjD4YPH87EiRNZvXq19rrb7S97XrdO4KuvRG0sAv6KiSlTZObOlWtlhvLzzz9z/vnn43a7j3nPbrfTtWtXLdioBh63bNnCs88+y/3338/jjz9e589XHWoFVXJyMu3ateO//xV58klDULW/A+HPP//k7LPPxuVy8dVXX3HWWWcdd3tJgilT/Flh06b5jVlC/dzdt28fZ511FqWlpaxcuZJJkyYds81dd4ksXGjg7LNlvvxSqpVmfnU09TH8iZBlmcGDB7Nv3z7Gjx/P2rVrG7tJdeLHH39k7Nix2Gw2fv7552oXU2pi2jS/Qe277/q44ooWFaYKCU0tuFj3pTidRmXDBoHnnzfQtq3CW2+dPIPLgQMHAv6si/ry22+/snjxU4SFidU+6HRCS+fOnZk9ezbz58+voqUjiiJdu3alb9++WsCxb9++9OrVC7PZXO2xbrhB5tlnRRYvFpk7V6YeVdZNGkVRuP322/F6vdx8883VBhb37IHx441kZwtMmSIzc6bfNb4eiRd1Zvbs2axZs4ZZs2ZVef3bb79lxYoVjBgxgvnz5/Pkk09SUVFB27Ztuf3225k1axYREREN32CdetOtWzfGjBnD5s2b+f3330+46m6xwMiRCps2iRw6BN27N1BDT2JSU1P5+OOP6dSpE1OnTg3pucLDw/nPf/7DXXfdxZtvvsmTTz4Z0vM1ZX744QcARo0aVaf9S0pg/HgDu3cLXH65zOuvnzxjv5aAwWDgnnvuYfPmzXz33Xe89dZbXH/99cdsN368wvjxEooCxcWQkgLJyQKpqQIpKZCaKpCc7P//w4ervwEsFr/muD/zUaF9ex8FBduJj3dy9dWjqIePXhW++OILwC+xAH495/feE9m06Z9qCZNJ4bzzZMaPV7jwQpkTJNUdwxlnnEFubi6HDx/m0KFD2n/Vv71797J79+5j9jMajdx44431+4DV0KdPHzZt2sRff/1Fu3bteOghmVWrRNat81+Thlw/yc3N5ZJLLqG8vJzXX3/9hIFF8Jekr1snMmyYvw9piAW9vn378vHHHzNx4kSuuuoqNm/ezGmnnVZlm+eek9mzR2DLFpF771WYN+/klHpYvXo1+/btA+Crr77i4MGDdG9mA6OsrCyuvPJKfD4fS5cuDSiw+Ndf8MknAt27K1x6qR5YbI7owcVmSFYW/PvfBkRR4Z13pHoLFDcnevXqhcVi4c8//6zXcdLS0pg6dSput5sVK1YQdzJ9iU2I5557jptuuol9+/axb98+9u7dy759+/jrr784ePAgn332mbat0Wike/funHLKKTz++ONVHratWsG118osWmRgxQqRG25oPoOSTZs2sXLlSkaOHMl5551H27Zta9z2ww8/ZM2aNQwYMKBaB9Zt2wQmTjRQWCjw0EMSDz/cuOVyI0eOZMqUKSQlJTFx4kQuuugiPv30U55++mnGjRtH586dOXz4MBEREcybN4/rr7++1npWOk2X6667js2bN/PWW2/VqqTnnHMUNm2Cb74R6d69+fx2mysLFy5EkiRuv/32epV71ga3G8455xqs1hdZtmwZjzzySI2LRC2drVu3IggCI0eODHjf8nKYNMnAH3+IXHSRzNKlkm7g0gwRRZFFixYxePBg7rvvPi688MIaJT8EAWJi/H+nnqoAVSfaigJ5eZCS4g9qqf+tHHw8cEANPhoAv0PrAw+AzSbRtm1PevUy/X/mY9Xsx6io2n2eL7/8EoALL7yQF14QeeAB/00ZH++XXxk/XmbMGIX6rhWGhYXRr1+/al23PR4PqampWrBRDT6ec845xx1P1RXVIXz//v2MGTMGUfQvcN95p4E33xR58smGeYa53W4uvfRSjhw5wm233cZ11113wn3WrRN44QV/YsrKlcEz8asN55xzDq+//jozZ87k4osvZuvWrVUy2Y1GeO89iREjBF55xcCgQQpXX31yBZdkWdYW4GbNmsWbb77JokWLePHFFxu5ZbXH6/Uyffp0srOzuffeewNO3nn+eQOKInDPPbpJWXNFL4tuZkiSf+V6yxaRhx/2Bw9Ce76ml14+bNgwdu7cSUFBAeHh4QHv73A4OOecc9i5cycPPPAAjz32WPAbqVMvfD4fhw8frhJw3Lt3LwcOHMDn8zF79uxjHraHDkHfvka6dYM9e+qu0dGQ93xWVhYDBw6kuLhYe61v376MHTuWMWPGMGrUKE2jJDMzk0GDBuFwOPj5558ZMGBAlWNt3SowebKBsjKB556TmDOn6QZp1q9fz7XXXktBQQFTpkzhxRdfDMkkQCdwgnH/ezweunTpgsPh4MiRI9W6hVdm+3aBM84wcsklMh9+qOsuhpKioiK6du2KxWLh0KFD9TZZ2bcPduwQyMkRyM6G7GyBnJx//ltYqI7DZGAHEydauf/+Xgwd2nSGng3R5xcVFZGQkKBpXAaC0wkXXWTgu+9ELrxQZuVKiZM0PttimDdvHvfddx/jx49nzZo1QZ2vpKSk8N5777FixfscOuQAumCz9aNPn/FkZJjJzrYgCF2BDihK9fd7TIw/87FbN4XLLpP517+OrX7IyMigS5cunHbaaVx88S88+KCBVq0UPvxQYtQopcVm1f7www+ce+65Vdyxi4uhUycjERF+5/ZQ/z4VRWHmzJmsWLGCCy64gNWrV59woSg93W8AWlQEGzf6r1Fj8N///pcnn3yS3r178/333xMdHV3l/V27YPRoI7IM33wjBfysaIrz1tqycuVKpk+fzqRJk3jnnXfo0qULkiSRkpLSbKp57rnnHubPn8+YMWP44osvAroGKSnQp4+Rtm1h//7Q/45aCnpZtE69eP11kS1bRM46S+aBB5pu8CCUDBw4kB07drBnzx6GDx8e0L6yLHPdddexc+dOLr74Yh555JEQtVKnPhiNRnr27EnPnj2ZPHmy9npOTg4dOnRg+/btx+zTrRtMnqywZo3fwKSpu4spisLs2bMpLi7mlltuITY2ls2bN/Pbb7+xb98+FixYgNlsZuTIkYwZM4YtW7ZQXFzME088cUxgcf16gcsuM+BywWuv+Zg1q2l/9nHjxrFz507S09MZMmRIYzdHJ8iYzWauuuoq5s2bx0cffVRt6V9lBg1SiI5W+O47AVk+vlaYTv1YvHgxDoeD22+/vd6Bxe+/Fzj/fAOyfOxA02j0674NHiyTkAAHD1Zw4MAQvvgCvvgCbrxR4plnZOqwPtgs+emnn1AUJeCSaLcbLr3UH1g891yZjz7SA4stgdtuu42VK1eybt06zUm1PpSVlbF69WqWL1/O999/D/jLsMePH8eMGTOYOHEiVqsVWZZZunQp9947mbIyJ/36XcDs2fMwGLpWKb1OSRHYtQt27hT55BOR9u0VbrhB5rrrZM0076uvvgKMREQ8x4MPGmjdWuHrr30cNTxpcaiZi3/99Zf2WnQ0XH65wrJlImvXClx2WWjHYC+88AIrVqygd+/eLF++/ISBRZ8Prr7aQEGB38ClsQKLAA8//DDJycm89957XH755axbt65KQGTgQFiyRGLGDCOXXmrgl198JCQ0WnMbjMpZiw8++CB2u53rrruOefPm8e6773Lrrbc2cgtPTHZ2Ni+//DLt2rVj+fLlAQe6XnxRRJIE7r5bf841Z/QhfDPjmmtkbr5Z4p13Tt6SGDWwsnPnzoD3feKJJ1izZg0DBw5k6dKltXKw1Wk6xMfH06lTJ3bs2IHP5zvmfTVb76WXmv51/fjjj/nss88YNGiQJvL+3XffkZWVxccff8yNN95Ihw4d2LJlCw899BCbN29m2LBh3HXXXVWOs3q1wCWXGPB4YNkyqckHFlXi4+P1wGILRi3Reuutt064rcEAZ52lUFDgn9DqhAaXy8Urr7yC1WqtlZP38fD54Pbb/YHFe++VePttH1995eOPP7xkZnopL/eRnOzjl18k1q6V2LPHzIAB5wHTadvWzeLFBk47zcjWrS2vwqQ6VHfoM888s8rrPp+vWqMKAK8XrrzSwMaNImeeKfPJJw1bxqgTOoxGI4sXL8ZoNHLnnXeSl5cX8DEkSWLjxo1cc801tG/fnuuvv57vv/+egQMH8sILL5CSksLatWuZOnWq5pYsiiKzZs3ijz/+YNSoEezd+yX/+U8/UlIe4/77K3j7bYktWySSk32Ulvr47jsf06bJ5OTAI48Y6NrVyL//beDbbwXmz7cDyWzZcu5JE1gEaN26NXFxcezfv7/K66ocz5IloR1/fvbZZzz00EO0atWKNWvWEFWLGvYnnhD54QeRMWNk7r23cRNTBEFg8eLFnHnmmWzZsuX/g9RVuewyhblzJTIzBS6/3EANXWSL4pNPPmH//v1MmjSJU089FYCbbroJURR59dVXkeWmn1C0evVqZFlm1qxZAZsxZmbC22+LxMcrXHtt0/+sOjXT9GfgOlUID4cFC2RO5grCM844A/CnjwfCxx9/zFNPPUV8fDyrV6+ud9aGTuMwZMgQKioqNMHjygwfrnDGGTI//ijy229Na9JaXl7O33//TU5ODunp6cyZMwej0ciSJUswVbLFi46OZvLkySxcuJD9+/fz119/8eqrr3LDDTccs0K9ZInItGkGBAE++kjiyiubR2BRp+XTs2dPRo8ezR9//MGOHTtOuP2YMf57d8sWfVgSKlasWEFubi5XX301bdT0ozry+usie/cKXHyxzBNPyEyfrjBmjEL//tC6dfXZp//5z+XA+0yY8ADXXy9x+LDAeecZuPtukYqKejWnyfPNN98A/wQXfT4fhYWFHDlyhMOHD1NeXl5lezXT6IsvRE4/XWbtWqlWzro6zYcBAwZw7733kp+fz5133lnr/fbt28f9999Pt27dmDBhAh988AGRkZHMmTOHbdu28fvvv3PbbbcRHx9f4zHat2/Pyy+/zNtvv01UVBRPPfUUw4YNq1Kyb7HAGWcoLFsmcfiwj8ce82u8v/eeyPnnGzlw4GogjmnTJL799uQILKr06dOH/Pz8KkHh005TGDxY5rvvRColNQaVXbt2cc0112A0Gvn444/pVgt3nM2bBZ591h+0efvtppGYYjabNUmqN998s9pt/vtfmXHjZH7+WeSVV1r2uODorEWVzp07M3HiRA4ePMj69esbq3m1Rp2XX3rppQHvO3++iMcjcMcdMmFhwW6ZTkPSsn+tOi2SwYMHM2zYMLZu3crvv/9eq322b9/OrFmzsFgsrFq1ig4dOoS4lTqhQnWY++OPP6p9X81evO8+kdLSBmvWcfF6vZx55pmccsopdOjQga5du5Kfn8+9996rOaDXRNeuXbn++ut55ZVXNPFrWYYHHxS59VYDdjt89pnU5MvAdU4+Zs6cCdQue/Gcc/y/2y1bmtaiQEtBkiReeuklBEHgjjvuqHYbRVHwer0nPFZuLjz+uEhYmML//ld7jczLLruM6OhoPvroTf73vzK+/NJHu3bw8sv+LMZff22Z1/6XX35h586dnHnmmcTFxVFSUkJqairZ2dlUVFRQUVFBfn5+lX2WLPGXow4cqPD55xInkC3Vaabcd9999OnTh48++khzXq6O/Px8Xn31VYYPH86gQYN48cUXKSgo4NJLL+Wzzz4jOTmZ55577hjJlOMhCAJXXHEFu3bt4tJLL2Xfvn2MHj2ae+65B6fTWWXb+Hh44AGZAwd8fPCBjxEj0oGHuOqqh1i2TKZnz7p+A82T6kqj4Z/sxQULDATb0SAnJ4cpU6bgcDh45ZVXaiWxkJ0N117rjyYuWyY1qfLiUaNG0atXL7766itSU1OPed9ggMWLJQwGhTfeEJFasBxzdVmLKrNnzwbQ9D2bKhkZGfz4448MHDiQngF2CPn58MYbIrGxSrMy5NSpHj24qNPsEARBW+WtjYNWZmYmU6ZMweVy8frrrzNs2LBQN1EnhKiltNu2bav2/X/9S2HkSJkffhAZNcrIwYMN2brqWbx4Mfv27aNfv36cf/75DB06lEsuuYT7778/4GO53f7B4vPPG2jXTmHLFh/nnqsHFnWaHhdffDGxsbF88MEHx2RmHU3PntCuncLWrQIeTwM18CTi888/JykpicmTJ9O9e/dj3pdlmdzcXA4fPkxaWlq1shMqDz1koKRE4J57ZDp1qn0bbDYbV111FaWlpXz00UeMHavwxx8+rr5aJilJ4KyzDDzwgNjiSuDmz58PwO23305xcTGZmZlUVFQgCAJhYWFYLBZKS0urlEevWuUPtL73no+YmMZotU5DYLFYeOONNxAEgf/85z989tlnWoDf4/Gwdu1apkyZQseOHZkzZw5//PEHI0eOZNGiRaSlpfHee+9xwQUX1Mv1vU2bNrz33nusWrWK+Ph45s+fz5AhQ/juu++O2dZkgilTFPr0eQx4iksvHV3n8zZn+vTpA3BMafTllyvExSm89Za/qqSSV1+9qOwMfccdd/Dvf//7hPtIkn+smJMjcN99slYd0FQQBIHrr78eRVFYunRptdu0bQsXXaSQnCywYUPLXHyqKWtRZfTo0Zxyyils2LDhmGB2U+KTTz4BYOrUqQHv+/LLIk6nwH/+I9fbWV6n8dGDizrNkkmTJtG9e3fWrFnDweNEjyoqKpg6dSqZmZnMnTuX6dOnN2ArdULB4MGDgZqDiwYDrFsnMW2azP79AiNHGtm8ufEGJYWFhTzxxBNYrVY+/fRTvvjiC3788Uc+/PBDzAEqFhcVwYQJBj78UKR/f4WtW0+uUiSd5oXVamXGjBmUlZWxatWq424rCHDuuQpOp8D8+frQJNi88sorAMdotoI/qzEnJ4fCwkI8Hg8FBQUkJSVRUlJyzLa//SawbJlI164Kd90VeIaBau6zePFiFEUhOhrefFNi9WofcXHwwgsGhg0zUkNierMjOTmZtWvX0r17d4YPH64Fbq1WK3a7HaPRiNVqxefzUfz/kYj8fPjxR4G+fZWTLiPsZETVUs7MzGTq1Kl069aNq666io4dO3LZZZfx+eef06FDBx566CH279/Pli1bmDlz5jEuu/Vl0qRJ7Nq1i3//+98cOnSIsWPHcssttxzTD8iyzLp167Db7Zx99tlBbUNzQQ0u7tmzp8rrdjts2uTjlFMUPvlEZOhQI7/8Uv/x50cffcQvv/zCBRdcwDPPPFOrff73P5FvvvHrtT78cNPMBpsxYwYWi4Vly5bVmDV/883+ti9e3DLHBcfLWgS0hQeA1157raGbV2vqWhJdUgKLFolERCjcemvTvE91AqNl/lJ1WjwGg4E5c+agKAoLFiyodhtFUbjhhhvYtm0bEydO5IknnmjgVuqEgqioKHr06MHu3btrFMIPC4O335Z49lmJkhKYONHAK6+IQS9TqQ1PPfUURUVFzJkzh44dO9b5OKmpcPbZRr7/3u8aumWLj/btg9hQHZ0QoBq71KSrVJm5cyVatVJ46CEDr7+uD0+CRUVFBT/99BO9evXi9NNPr/Ke1+slKyuLoqIiFEXBbrcTERGBx+MhJSWFoqIibVtJgttu81+XF16om7lI7969Ofvss9mxY0eVBaKJExV27vRx2WUy+/b5F4WmTTPw449Co/TbweKVV15BlmXmzJlDVlYWAOHh4VUWloxGIwaDgaKiov8P3AjIssC//qVPtE4WnnrqKTZv3sz06dMpLi7mo48+wuv18u9//5tvvvmG/fv388gjj9RKY68+REdHs3jxYr7++mu6dOnCm2++yaBBg1i3bh0AqampTJ8+naysLMaMGaMZxZxsDBkyBIvFwueff36M0UafPvDjjz5uuUUiNVXgnHMMPPts/cp6165dC8Cjjz5aKwfeH34QePxxkVatFJYvl6hHYmtIiY2NZerUqWRlZfHll18C/vLaTz/9VPteR49W6N1b4auvBJKTG7O1wedEWYsqV1xxBa1atWL58uXaIlRTIjU1lV9//ZUhQ4bQtWvXWu/3668C06b5KyFuuknWs/RbCProXafZMmPGDOLi4njnnXeqddp79tln+eijj+jfvz/vvPOO7gzdgjjttNPwer3s3r27xm0EAe68U+bTTyXCw+HOOw3ceGPDus79/fffLFq0iMTERObOnRvQvoWFsHWrwOuvi8yeLXLmmUb27xeYMUPms88kamEQqKPT6PTt25cRI0bw22+/8eeffx5329694csvfURGKtx2m4F3322ZZVANzfbt2/H5fJoZmorb7SYrK4vS0lIURSEsLAyj0YjJZCIqKgpFUcjLy0P5/+jesmUCf/whcuGFMhMm1D3id8MNNwD+7MXKtGoFK1ZIvP++j44dYdUqkXPOMTJsmJF33xVwuep8ykahuLiYt99+myFDhnDqqadiNBqJiIg4JjggCAJWq5WKigrKy8v57DP/WOVEOro+nw+Hw4HUksXIThIEQWDUqFG8/fbbHDlyhE2bNpGWlqa56jb0+PXcc8/ljz/+YPbs2WRmZjJ58mQuuOACTjnlFD755BP69OlzUi/YR0VFMXHiRDIyMqotH7daYf58mVWrfERF+Z22x483kJkZ+LkcDgebNm2iffv2WuXO8cjPh6uuMiDLAkuXSrRrF/g5GxL1efDSSy9x00030bNnTy699FLWrFkD+MfyN90koygCb7zRsuZxK1euPG7WokpYWBgzZ87E4XCwbNmyhmtgLVErU2pTEi1J8OmnAmefbWDUKCMbN4r066doevk6zZ+W9SvVOakICwvj1ltvxeVy8cQTT2gTIPCv8j366KO0bt2a1atXE6GLOLQoVFOXmkqjKzNunMIPP/jo2VNh2TKR8883kJ0d6hb6VyTnzp2Lz+fjv//9L+Hh4dVuJ0mwbZvAO+8I3HOPyIQJBjp3NpKQYGLMGCO33WZg8WIDubnwwAMSb70lEWA1tY5Oo6JmL9akq1SZwYPh888lbDaFG24wsHKlHmCsL7/88gsAw4cP116rqKggMzOT8vJyBEHAbrdXCXqJoojVasXpdOJwOCgs9Gstms0KL7wgIdTjslx00UUkJCTw8ccfU1hYeMz7U6cq7Nvn45NPfIwZI7Nzp8CsWUa6djXy8MMi6el1P3dD8tZbb5GQkMC1116LxWIhPDy8xiCRxWIBIDu7iE2bBNq2VRgypGpwUVEUXC4XRUVFpKenk5ycTGpqKsnJyVXGPzrNm+joaEaPHo3NZmvUdtjtdl588UW+/fZbevXqxTfffIPVauWll15i+/btWmnwyYoqs/Tee+/VuM2kSQrbtvkYNUpmyxaR004zsm5dYJ3nhg0bcLlcTJo0CeEEHa8sw8yZBjIyBO68U+LCC5t+vzB8+HD69evHzz//zNKlS7Ws7srO5TNmyNjt/jF8c1tkqolDhw5x++23IwgCDz300Am3v/HGGzEYDCxatKhJLSgpiqKVRB8vuOh0+k1bTjnFyKWXGvnpJ5GRI/0B+O3bfbRu3VAt1gk1IQ0uzps3j3PPPZcOHTrQo0cPpk+fTlJS0nH3ef/994mJianyl9CU7K10mhQ33XQT7du35/XXX+epp54CYOfOnVx77bWYTCZWrlypOezqtBxUU5ft27fXavteveCHH3yMGyfz888iI0aEVtNLlmVuvfVWvv76a4YMGcJVV11V7XZ5eXDuuQZGjDBy/fVG5s83sHGjiMMBI0bIXH+9xPz5Ehs3+sjI8PHYY3K9JvU6Oo3B1KlTiYqK4v333z+uUYjKGWcorF4tYTLBNdcY+PJL/aavDz///DPwT3DR4XCQlZWlmYrYbLZqg15WqxVFUSgsLOTxx0UKCgTuuEOmR4/6tcdkMvHvf/8bl8vF8uXLq93GYPCbc331lcTOnV5uvFHC6YTnnjPQo4eRK69s2iXTXq+XTz/9lFGjRtG3b18iIiKOm30miiJms5ndu120bu3koou8CILfvbusrIycnBySk5NJSUkhMzOT4uJi3G43sixTVlZWbfWGjk4wOOOMM/j999/58MMP2bdvH7feemu9DGRaCuPGjdMSGI52165M+/awYYPEI49IFBbC5MlG7r679sZVn376KeBflDkeigLPPy/y1Vciw4bJPPFE88gEEwSBZ555hlGjRrFo0SJtXL9z505tm8hImD5dpqBA4MEHRU7gD9fkKSsrY8qUKRQWFvLMM88waNCgE+7ToUMHLr74YpKTk5k2bRq3334799xzDw899BBPPPEE//vf/1iwYAGLFy9m2bJl/P333yH/HIcPH2b8+PH88ccfnHHGGXSqxuEtNxf++1+R7t2N/Oc/Bg4fhksukdm61ceWLRKTJinohYUtC0EJ4XLn1KlTueSSSzj11FPx+Xw88cQT7N+/n19++QW73V7tPu+//z733Xcfv//++z+NFATatGlTq3MqikJpaSlhYWEnXOHROTGSJPH333/Tq1evWul8NAYHDhxgzJgx5OTkcN999/Hee++RlpbGG2+8wbXXXtvYzdMJAU6nk1atWtG7d2927NhR6/0kCR58UGTePANWq8KSJRKXX64ctU397nlFUbjjjjtYtGgR3bt3Z/PmzSQmJh6z3b59cPHFRpKTBUaN8pcZ9uvn/2vXDj2IqNMohKrPv/rqq/nwww/59ttvGTFiRK32WbdOYOpUAwYDrF0rNTm3y+aAoih06NABj8dDVlYWDoeD3Nxc3G43BoPhhGOl0tJScnIMTJjQn7ZtBXbv9lHD8C0g0tLS6NGjB127dmXnzp21MrcqLoZly0Ref13k8GF/m++/X+Lxx+s3iQ7FPf/RRx+xadMmYmNjuemmm2p1XJ/Px0cfCSQnm7n4Yic9e4pIkoTP59P0x0RRxGAwYDKZtGOWlJQgCAI9e/bUMiB1dI5HcxjbNwfuuOMOXnvtNd59912uuOKKE27/ww8C11xjIC1NYMgQmfXrJSIja97e6/XSrl07BEEgIyOj2qCuywUffSTw8ssGdu8WiI5W+O03H801r0JRFNq3b4/P5yM7O1t7Ph04ACNHGikpEYiLU7j/fpnrr5c5ustr6ve2LMtceumlfP7550ybNo2333671vGK3377jVGjRtUqU71Nmzb89ddfNVZN1Qefz8fLL7/M448/TkVFBcOHD2fp0qV0795d2+bvv/0u0MuXi7hcAjabwrXXysyeLRNi6diTjoa45xVFoaKigsjIyBPeryGNFa9atYpp06bRp08fTjnlFF577TXS09OrrEZUhyAIxMfHa3+1DSzqnJz07NmTr776ilatWvHss8+SlpbGHXfcoQcWWzA2m42+ffuyf/9+HA5HrfczGODZZ2XeftuHosDVVxsIIDZ5QhRF4d5772XRokV07dqVDRs2VBtY3LhR4Kyz/IHFW2+VWL9e4s47ZcaNU2jfXg8s6rQ8xo4dC/hLvGrL+PEK774r4fXClCkGfvpJ/2EESnJyMrm5uZx++umUlJSQnZ2N2+3GaDTWahE2LCyMffuMtGrl4dFHpaAEFsGfhTFp0iQOHjzIxIkTqxjH1ER0NNxxh8zevT5Wr/bRpo3C88+LHDgQnDYFi/Lycnbt2sXhw4c555xzaj3YFwQjCxZ05csvE0lI8OB0OvF6vVqJenh4OOHh4Zo2piAICIJAREQEXq+XzMxMvTxaR6cBmTZtGuBPjKkNZ56p8PvvPsaPl9m+XeTGGw3Hzb7+/vvvKS4uZsKECccEFrOz4fHHRbp181e+7N4tcP75MuvWSc02sAj+GMCgQYMoKiriyJEj2us9e8K+fT5uu81v1HjnnQb69zeyfLlQL7Ochubxxx/n888/57TTTmPRokUBJUKdfvrpJCUl8fPPP/Ptt9+yfv16PvvsM1auXMmKFSt48803ee211/jXv/5Fbm4ur776atDbv2PHDkaOHMl9992H0Wjk5Zdf5ttvv9UCi7//LjBlioEBA4wsWWIgKgoef1zi0CEf8+frgcWTgQbNay8tLQUg5gR2QA6Hg1NOOQVZlhk4cCAPP/xwjdoebre7imOsOrCSJEnPXAwCqq5DU9J3qI4+ffrw+eefM3nyZM444wyefPLJJt9mnfoxePBgdu/ezfbt2xk5cmRA+15xBZhMMjNmmJkzx8CmTR4toFfXe15RFB577DHmz59Phw4dWLduHYmJiVWO4/XCE08YeeEFA4IA8+Z5uflm9XwBnU5HJySEqs8/99xzAX9w8eGHH671fhdfDG+8ITNrlplJkwysW+c5RotOp2Z++uknAC688EJyc3Px+XyYzWYtw+1EwShBMPDnn2H061fKpEkRSFLwxlWvvfYaRUVFfPvtt5x55pmsXr26SubD8bjwQvjvfxVuusnEffeJrFzprXM7gnnPO51Ofv75Z37//XckSaJPnz61Dvjt2GGlsNDI+PEVxMaGa/tVHstWdyw1+FhcXExxcTGRx0uF0tGh+YztmzqDBw+me/fubNy4kczMTOLj40+4T1SU37jq7LPNfPKJyMKFErfeWv11UF2i//Wvf2nXascOgVdfNfLxxyJer0BYmML11/vdqXv3VufAwfl8jcWAAQPYuHEjO3bsoH379trrsbHw3HMSt9wCTz1l5L33DMycaeTFF2Uee8zHxIkystx07+1Vq1bxzDPPkJCQwIcffojZbA64ne3ataPdCVx6LrzwQjZt2sSLL77IrFmziI6Orker/TidTp566ikWLFiAJElMmDCB+fPn0759exRFQZIk1qwRufpqIz6fQK9eMnfc4eOKKyRUU/kmeElaBA3RnweycNlgwUVZlrn//vsZNmwYffv2rXG77t2788orr9CvXz9KS0tZuHAh48aN4+eff672x/TSSy/x3HPPaf8ODw9nz549JCUl6Su4QeTgwYON3YQTYrPZWLduHQaDoVm0tzGpbtLS3FAHHF999RWt66AE3K8fDBnSjZ9+CmfhwmzGjSup8n6g99DixYtZtGgRbdq04bXXXsPlclXRPMnIMHH//Z34808rrVt7efrpI5x+ejkNIIuioxMwoehDe/bsyfbt2/n1118DGuyedho8+GArnnqqPRMmGHjrrUN0795CVN1DzNdff03r1q1p3749Ho8Ho9GIz+erlfYlwPbtdv74I4opU3LIzMwkKyu4z4wXXniBp59+mjVr1jB06FC6d+9O+/bt6dWrF1deeSVWdVZSDUOHQu/ePfjiCxvvvJPC8OH1E+Kq7z0vSRJer5cvv/ySrVu3snDhwoAy67/6yh8UPPPMwoD2A/8zXVEUjhw5gslkCmhfnZMXfaxcf84//3xee+01XnnlFWbMmFHr/Z580sy0aT257z4jbdqkMGBAVd1GWZZZs2YNVquVDh06smhRFu+9F8f27f4y1zZtPFx5ZT6XXFJIVJQ/qNBSxpNqxeLmzZvp2bNntdvcdRdMnmzh1VcT+OabaC67zMyAAQ5uuy2L005revf2X3/9xfXXX4/ZbOb555+nvLw8pLqIV155JUuXLuWRRx7h1ltvrdexfv31V5588knS0tJo1aoV9957L2PHjsXhcGifYf36KB54oBOiqPD000e44IJiRBFSU4PxaXRqQyjveUEQqtXUrHbbUGouVubOO+9k06ZNfPXVVyeMuFfG6/UybNgwpkyZwoMPPnjM+zVlLprN5mYdOGkqSJLEwYMH6d69e5PUrtAJHK/XS0FBAW63m8TExFppXTVF9uzZw9ChQxkwYAA//fRTne7PXbsERoww064d7Nzpxmar2z3/wgsv8PDDDxMfH8+GDRuOGQytWSNy880mSkoExo2TeOMNL7rag05TJJR9/oMPPsi8efN49913ufTSSwPef/58A/ffbyI+XmHzZg/duukLiCdixIgRtG/fngcffJCwsLCAHWgfe6w1q1dH8Oabexg61EaHDh2C3kZFUVi4cCHz588nKytLe33GjBksWbLkuPtu3Spw/vkW+vWT+eUXD3XxmQjGPe9yucjKyiI1NZUJEybQtWtX1q1bV+txqKLA+ed3JD3dxK+/JhMZGbiOpMPhwOv10rNnz2b7XNdpGPSxffA4fPgw/fr145xzzmHdunUB7bt2rciVV5pp107hs8889O37zzPt999/Z/To0YwbdyVm83I+/9x/nYYOlZk928fkyTItdR0hKSmJAQMGMHHiRM2J+Hj89pvAI48Y+e47/3c0dWo+y5aFNZl7Ozc3l5EjR5Kens6bb76pOY0HSmYmfPKJgfx8AafTr7fpdFb+f6ioEKiogPJymdTUXBQljCFDbCxZAn36BDZmKiws5P777+fdd98F4Nprr+Xpp58+pgL1ww9FZs0yYTTCxx97Of/85mEm1FJoiP5cURQ8Hk+tNBcbJHNx7ty5rF+/nnXr1gUUWAS/q+CAAQM4fPhwte9bLJYqAtaqoYvBYNCDi0HEYDA0mU5ap24oikJZWRkFBQVUVFTgdruRJIlu3bod18WyqTJw4EAmTpzIF198wfvvv18njc3Bg2HmTJklSwwsWGDioYf+eSDW9p5fsGABDz/8MK1bt+brr7+uIuFQUQFz54q88YYBo1Hhueckbr9dRhT135JO0yYUff64ceOYN28emzdvrpX4/dHcdRc4nRJPPGHgvvtMrF6t19gcj/LycpxOJ7169cJisQRsdOfzwddfhyMIAt26+Z8fsiyHJDNuzpw5zJkzB4fDwcGDB5kxYwYrVqzg7LPP5uqrr65xv7PPhsmTZdauFXn3XRPXX1/3SU1d73mXy0VOTg4ul4u3334bWZa57rrrAnquHjpkIiXFzMiRTqKiFCDw8avZbMblcuFyuQgLCwt4f52TD31sX3+6d+9OVFQUBw4cCPi7nDIF7rpL4sUXDYwcaeb552VuuEFGEODDDz8EhrNt2xsUFBgYPFhm/nyZ4cPV/qHlXreePXtit9vZtWtXrb7TM86ADRtkNm9WuPVWkVWrWjNtmoeJExs/DuDxeJg2bRrp6enccccdx32e1cT33wu89prIp58KtZImEUUFm81AWFgUTmcJ27fHMGKEUuX+Oh6KorBy5UruvPNOcnNz6d69O6+99hpnn312le22bhV48kmRLVtErFaF1aslzjuvZd+bTZlQ9ueB5CKGNKKgKApz587lyy+/5LPPPqt1OmVlJEli3759JCQkhKCFOjonB6pTaFZWFk6nE0EQsNlslJWVkZmZ2djNqzPPPPMMRqORRx99lPLyupXEPfaYTFSU3xjgjz8C2/f1119n7ty5xMTE8NVXX9GvXz/tvX37YMQII2+8YaBrV4Xvv5eYM0emGcZxdXSCwogRI7DZbGzcuLHOsiUPPijTp4/CF1+I7NsX5Aa2MLZt28bgwYMxGAyYzeaAF5F++y2MggIjY8Y4iIqy4vV6KS4uDk1j/x+73c7AgQP54IMPCAsLY/bs2ezZs+e4+zzzjIQgKLzxRsN3roqikJOTQ0VFBaWlpXz66ae0atWKiy66KKDjbNrkd8oZMyawcujKqIYPdX0W6ujoBI7q1J6RkVGn397TT8ssWeLDYIDZsw2MHWvgwgvh9dfnAD9QUBDObbdJfPed9P+BxZaPKIoMGDCAtLQ0CgoKarWPIMB55ym89ZZff/eOO0wEqC4RdBRF4fbbb+fHH39k7NixPP300wEf47nnRM47z8jq1SIdO8JTT0l8+qmPjRt9/Pijj+3bvezf7yUlxUturpeyMi8VFT4KC32kpblp1WogRuNNCILC7NkGpkwxkJdX8/mOHDnCxRdfzIwZMygoKOCee+5h+/btnHHG2ezcCcuXC9x7r8ioUQbGjDGyZYvI0KF+5/Pzzjs57k+d4xPSkdjdd9/Nxx9/zJIlSwgPDycnJ0cbhKncdNNNPP7449q///e///HNN9+QkpLCrl27uOGGG0hLS+Oqq64KZVN1dFokiqJQUlJCeno6xcXFSJKExWLBZrMRFhaG1WolPz+/Vk6dTZFevXpx0003kZWVxYsvvlinY8TFwfPPS1RUCIwbZ2TbttqtdL799tvcdtttREZGsm7dOgYOHAj4y9uWLhU44wwje/cKXHaZzG+/+TjtNP2hq3NyY7FYOPvss8nMzGTv3r11OoYo+jM9AF56SV8dPx4HDhxAEAQiIyPrVCb75Zd+ba/x48sxGo2IokhRUVGD6Fn379+fBQsWUFFRwZVXXnncSXu3bjBkiMKuXQKVqqobBI/Hg8vlQhAE1qxZg9vtZsaMGVUqamrDxo3+4OJ55zlPsGXNiKKI0WjE4XDomuM6Og2IKoWTlJQU8L6CANdco/Dbbz6GDJH5/nuRzZtNyHJ7WrXKZtUqHy+8IBNgl9LsGTRoEAA7d+4MaL8zzlCYMqWAI0f8WXWNyeuvv85bb71F9+7dWbFixTGO3yfi7bcFHn7YQFycwtq1Pvbv9zF3rsyFFyqcdZbC0KEKp5zifwa2bQvR0WCxoGUmRkREcM89c/H5FvOvfz3KkCEyX3whMmSIkY0bq851JEni1VdfZeDAQaxb9yfdu9/GjTemkJLyDMOHRxAdbeT0003MnGnkpZcM/PqryLBhMp9/7uOHHyTOOEN/5uj4CemvbunSpZSWljJx4kR69+6t/a1Zs0bbJj09nZycHO3fxcXF3H777QwbNozLLruMsrIy1q9fT+/evUPZVB2dFkflbMWKigpEUcRms1XRI7XZbAiCQEZGBh6Pp5FbXDcefPBBoqOjmTdvHunp6XU6xrXXKrz0kkRJicCECWZ27z6+LtmKFSu46aabCA8P5/331+PzncaKFQKPPioyYYKBm27yDyDeeMPH8uUSunmnjo6fsWPHAn7X6LpyxRUK7dopvP++QB1/8i0et9tNUVERf/zxB6eeemrAMjFeL6xfbyc8XGL0aH+2u9Vqxel0VlkgDiXXXHMNM2bM4O+//2b27NnHDZiNG+d/7+gJU6hxuVz4fD68Xi8rVqzAYrEwbdq0gI6Rm2tg1y4r/fq5adu2dkY7NWE0GvF4PM32ea6j0xxRg4t//fVXnY/Rowd8/73Er796GTBgPGDjm28KmDTp5Aza1DW4CHD77Vm0aaOwYIHI7t3BbVdt2bJlC3feeSeRkZF88sknx+gUnojPPxe4+WYD4eEKn3/uY/x4pU6VTzfddBNt27Zl9epnefvtJO65RyInByZMMPLvfxt44AGR//ynnE6dvmDOnFNxOI4AaRw8uIDXXmvPxx+LJCVB795wxRUyTz0l8dlnPg4f9rJ1q8S4ccoJy6x1Ti5CqrlYm2yoL774osq/n3766TqlDevo6PhRFIXi4mIKCws1syOr1VqtTpYoikRERGjbN0f5gVatWvHggw8yd+5cnnvuORYuXFin49x6q4zBALfdZuDGG7vy3XcKU6fC6NEKTiccPAhJSQJr1+7lk09MiOIviOKpTJx47Pfav7/CihU++vat76fT0WlZqMHFjRs3cuedd9bpGGYz3HabzL33Gli4UOS553Tx8MooikJhYSF79uwhOzub7t27B3yMn38Oo7jYwMUXl2kZMxaLhYqKCgoKCgI2hqkLgiCwcOFCtm3bxnvvvcdZZ51Vo7buBRcoPPUUfP21yNVXN5wWp9PpRFEUvv76awoKCrjyyitp1apVQMf45hv/d3neefWv4VN1FysqKgLOntTR0akbvXr1AvzZ4vXBZAJF+YM///yK0aNHV9HwPtlQg4u7du0KeN/ISIlnn/Vy3XVmbr3VwLffSg0qSaQoCtdffz2yLLN8+fKAr+Mff8D06QYMBvj4Y4nBg+velrCwMO6//35mz57N//73JEuXLuX88xWuvdbAe++pX0oMMBWAuDgfgwbJnHKKQv/+CqecotC7N00mc9bn81FeXo7BYMBisWAymXSPjSZGgxi66OjoNAyq/pNaAm0wGLBarcfV2lIFYIuLi4mPj2+WnfQNN9zAfffdx48//liv49x0k4zRKHP33SJvvmnkzTfBalVwuSp/JwOBgcgy2O0KAwfKdO8OPXoodO/u/+vTB3SNdB2dY+nRowedO3fmhx9+wOVyYbVa63ScWbNknn5aZMkSkfvvl4mODm47mzMOh4PDhw+zZcsWTj/99DoZdq1b5y+JnjDhn3Jkg8GAyWSipKSExMTEgEu86oLdbueDDz5gxIgR3HbbbQwZMoRTTjnlmO1OO00hNlZh82YBn486uUYHiizLOJ3+MuZ33nkHoE7GYv+URNc/uFhZdzFa/1Ho6DQIauZifYOLAEuWLAFg1qxZ9T5Wc6Zv374YjcY6ZS6CP8vuvfdkNm8WWbpUZtashssAPXDgAEeOHOGCCy7gwgsvDHj/e+814HIJLF3qC4qO4b///W9efPFF3n//febOncvo0X3YtcvHb78JOJ0upk2bht1uZMeO90lMNACNY5YnSRKO/xfKFEURQRC0/4L/uVZSUoLb7cbn82ljkrCwMMLCwrDZbFgsFt2kqpHRrQWaGZIkUVJSgiTpLpk6x+LxeCgtLUWSJKxWKzab7YQTS0EQsFgsWrZDcyQsLIwePXrw999/17sc7N//lvjmm7189JGHK66QiY+H4cNlzjnnCKL4KAbDNBYs2EpBgZfUVB+bN0ssXixx990ykycr9O+vBxZ1dGpCEARGjhyJ2+0+oVHH8YiIgBtvlCkvF1i8WB/KqEiSRFFREdu3byc3N5eRI0cGfAyPBzZssBMVJTFiRFUNQKvVb+xSUlISrCafkH79+rFw4UJcLleN+osGg1/Mv6hI4PffG2aBzOVy4fV6+e233zh48CDnnHMO3bp1C+gY5eUCP/1ko317L71717+UWRRFDAYD5eXluu6ijk4D0b17dwRBqHdwsbS0lA8//JDWrVtz8cUXB6l1zROLxULfvn05cOCAtogTCIIAL78sYbEoPPCAgUoKbCFn69atAIwaNSrgfbdsgZ9/Vhg1ysf06cHpw81mMw899BCyLPPf//4X8I+hxoxRqKj4FLf7c6ZNa/f/gcXGwev1kp2dTXp6OqmpqaSkpJCSkkJycjKHDx8mOTmZnJwcTePYarUiCIImAZOZmcmhQ4dISkri8OHDmoGpTsOjj8ibIXl5eUF3+K2oqCAjI0Mro9VpnpSVleH1erXVnNpitVqRZbnZGruA3wDA6/Xy999/1/tYVqvCpEky774rkZTk4+GHv+ann3oiik+zcuWl3HzzcCIigtBoHZ2TkPpoKVVm9mwZi0XhlVdEXK76t6slUFJSgsvl4tNPPwWoU3Dxhx9slJYaOP98B0f7wKglSIWFhQ0avLr66qu5+uqrOXDgALfeemu15x43zl8e//XXDRdclCRJy1qcOXNmwMfYutWG1ytw3nmOoOlWmUwmPB4PXq83OAfU0dE5Llarlc6dO5OUlIQs112m44MPPsDhcHDNNdfosgb4xwqyLLO7jsKJPXrAfffJFBcL3HNPwwXO1ODi6NGja9xGlmVKSko4cuQIhw8f5uDBg/z99wG+++4I06alcd99SZSXlwWtTdOnT6dXr1588skn7NixQ3v9448/BuDSSy8N2rkCxeVykZ2dTVmZ//OqUl4Gg0FLkFEUBYPBgM1mw263Y7VaCQ8PJyoqisjISGw2GyaTSSubzs3N5eDBg2RlZdXrN6kTOHpwsZmhBo2Ki4uDFghU9ZkKCgo4dOiQHulvpqhZrYqiBDwoUV0mS0pKmm0nrJbK1XUQUhPfffcdU6ZMwefzsWLFCiZOnBjU4+vonGyceuqpAFUGuHUhPh6uvlomJ0dg+fKTZzgjSRKFhYW4joqout1uSktLcTqd/Prrr7Rr145OnToFfHzVJbpySbSKmunucDiOOX+oWbBgAX369OGDDz5g6dKlx7x//vn+gOOGDQ0TXHQ4HBQWFvLzzz/Tp08fhg0bFvAxNm3yl0SPGVP/kmgVs9mMz+drtpUIOjrNkZ49e+J0OutsLKgoCosXLwb0kmiVgQMHAvVbiLz7bpmePRU++EBk06bQPxsURWHr1q3YbDZtrHP0+w6Hg4yMDLKysigtLcXhcFBRUcHvvxv46KN48vLstGpVSm5ubtDaZTAYePTRRwF4/PHHAf9i5Ndff03Hjh3r9PwKBg6Hg9zcXCoqKlAUhbCwMCwWi1bmbLPZCA8PJzw8HJvNVm3JsyiKmM1mbDYbkZGRREVFERERgcFgICcnh+TkZH2xrQE5eUbjLQi1LClYWWZutxuHw4EoirjdbpKTk6stO9Jp2pSXl+PxeDAajXXSm7Bardq90Bzp378/QL1KLY9m586dTJ48GY/Hw9tvv80ll1wStGPr6JysBGPCoDJnjowgKLz0ksjJoBbidrvJzMwkKyuLw4cPazIQiqJQVFSE2+1mx44deDweRowYEbCGrtstsGmTndhYieHDqw9OWa1WFEUhPz+/3p8nEFT9RZvNxh133HGM0H98PJx6qsL27SJBnJNVi8/nw+VyceTIEQCGDx9eJ0fuLVtsREVJDB0avEBtZd1FHR2dhqG+uou//vore/bsYezYsQHLK7RUglHlYLHAq6/6Bwe33WbA5wtCw45DSkoK6enpDB8+HPNRqf8ej4ecnBwyMjIoLS1FlmXCwsKIjIwkMjKKl17qzKFD4cyY4dEW8XxBbPAll1zCwIEDWbduHb/88guffvopHo+HqVOn1kmbuT4oikJJSQn5+fm43W5NzisYeomCIGA0GomIiMBms1FaWsrhw4eD+l3q1IweXGyGqAPHwsLCoGSZlZSU4PV6MZlMREdH4/V6SUlJafCsBJ3aozpCq5kJ6r8lSQqoHLoy6kOwsLAwaO1sSNTMxWAGFx999FEcDgevvvoqV1xxRdCOq6NzMhMVFUXXrl3ZvXt3vQd73bvDxRcrHDwosHZt8zOjqi2KolBWVkZGRgZlZWUoioLb7SYtLU3LhCgrK0OSJH7//XcAzjzzzIDP8913NhwOkQsuKK/RFKVyBUVDD9b79u3LwoULcbvdTJs2TSujUlFLo0OdvehyufD5fCQnJwPQsWPHgI+xbVsYpaUGzjnHGVQDGl13UUen4amvY/Qbb7wBwPXXXx+0NjV3grUQedZZCpdeKnPwoMCqVaF9NlSntyhJEgUFBaSlpVFYWIjX68VsNmO32zWpkc2bbezebWXkSCdDh7qwWCxIkhTURSJRFLWsxUceeYSVK1cCcPnllwftHLVBrZgsLCzE4/Hg8/mCFlg8GrV82uFwNPiC6MmKHlxshgiCgMlkwu12BySqLsvyMaVMHo9HG5yrDkuRkZF4PB6Ki4uD3XSdIKAoCgUFBWRnZ5OUlERmZibl5eVUVFRo5c11QRRFTCaTNkFtbnTq1ImIiIigBRd3797NV199xSmnnMJ1110XlGPq6Oj4GTRoEC6Xi7/++qvex5o71x9QeuEFkZYYS5Flmfz8fLKysrR+vvKKfHZ2NoWFhfh8PoxGIz///DPgz6YLlC+/9Jfpjh9//AlNWFhYUCsoAuGqq67i2muvJSkpiaeeeqrKe+PGqaXRoR3eOp1OJEnSMhfrUn6+aZMNCI5L9NGYzWZcLpe+SKyj00DUJ3OxsLCQlStXkpiYyIQJE4LdtGZLZGQk3bp1Y8+ePfVeyJo71z+veeklQ0jHCZWDi+qiYFpaGjk5Odrz2263Y7FYtGx3WYYFC2IBmDPHn+ChJoqUlpYGtX0XXnghw4cP59tvv2X9+vV0795dyxBtCCRJIi8vT0tskiSJsLCwkDo8WywWjEYjBQUFevZiA6AHF5spRqMRQRAoKCg47sq0oihUVFSQl5dHSkoKaWlpJCUlkZGRgSzLlJWV4fF4qoimGgwGBEHQtRebKGVlZRQWFiJJEqIokpubS1pampa1GGhpVmUsFgsej6dZllMJgkD//v1JT08PyoR33rx5ANx99931+k51dHSOJVimLgBDhiicc47M9u0i333Xsn6rHo+HzMxM8vPztWyHsLAwBEEgLCwMo9FIbm6u1mc7nU727t1L3759adWqVUDncjoFvvnGTlyc74Rluqr8RkMbu6i88MILmEwmPvvssyqvDxumEB2tsHGjELIyeTVTFND01QINLioKbNxox2yWGTUq+GMts9mMJEn6IrGOTgOhBhfrYiq4fPly3G43//73v+tcfdRSGThwIG63u94LkYMGwZgxMjt2CHz7bejGCT/88ANms5lBgwaRmZlJZmYmDocDQRA0DcGjS5DXr7ezf7+Fc85xMGiQ309BLe1VKxWChSAImmM0+I1cGmqO4/P5yMnJobS0FK/Xq2ksNkRJtt1ux+12U1BQEPJznezowcVmyvFE1RVFweVyUVBQQEpKCqmpqeTm5uJ0OpFlGUEQyMvLIzk5meLiYmRZrmIAonZoLper2Zp7tFScTie5ubl4vV4sFguRkZGEh4drKzFH63sEirpypOp4NTeCpbuYkZHBypUr6dy5c6M6qOnotFRUofNgBBcB7rrL/6x6/vmWM6xRRd9LS0urCJ1XnghE/L9tvfoc/+WXX1AUpU4u0d98Y6eiQuTCC8s5URKBIAhYrVacTmejLEZFRkZyxhlncPDgQa00GcBohDFjFAoKBLZvD82ESZIkvF4vgiBw5MgRDAYDbdu2DegY+/ebycw0MXJkBXZ78IOzavBXlUvR0dEJLYmJiYSHhwecuagoCkuWLEEUxaBVyXi9XrKyskhOTqagoACPx9NsJRKCuRA5Z45/nPDSS6EZJ2RkZHDo0CGGDx9OcXGx1v9aLBZsNlu1lWWS9E/W4u23V5WlClXCx9lnn83YsWMRRbHBJJ/cbjfZ2dmajqQoilit1gYLbBqNRoxGI/n5+Xr2YogJosqLTkNjtVo1QfGoqCjsdjter5eysjJND0hRFK3cVbV1B79eUGlpqfZjOzod2Wg04vF4dHelIKAoiqYp4Xa7cbvd+Hw+ZFnWgr1H/1WHLMt4vV7NtEUNJJrNZkwmE4qi1LuTVvdvrte9smN0Zb2TQFm+fDmSJDFnzpw6l5nr6DR31MFgXFwcNpstqMcO5oQBYOxYhVNPVdi4UWTbNpnTTms+EylJknA6nVgsFi1rpbIekcFgwGq1Vru6L4oiUVFRyLKM0Wjkp59+Agg4uJiWZuSJJ/yZjhddVLuJjBpczMvLIzw8vMEzvMeOHcv333/Ppk2bquiUXXCBzCefiKxfL3D66cG/D9TnN8CRI0do165dwNlGoXCJroya2aoGf6OiokJyHh0dHT+CINCzZ0/++OMPHA4Hdru9Vvt9//33HDhwgAkTJtRJu7UyalZ1dna2liBSWlqKyWTCZrMRHR2NzWardyJCQ6KOFXbt2sWMGTPqdayxYxX691f4+muRPXsk/j8fIWioJdHjx4/H6XQiCAJ2u/24z8Yvvwzn4EEz559fTv/+VRM7zGYzDoeD0tJSbSExWHzwwQckJyfTp0+foB63OtRxgnpPqvPWhkTNHC0tLaWwsJA2bdo06PlPJlrOEv9JiMFg0NJ8Vav1rKwsysvLkSQJo9GI3W7HbrcfI5RqtVqJjIzEYDBUyVpUMRqNyLKM2+1uyI/U4lAUhdzcXJKTkzl8+LCmu1FYWEhJSQnl5eXaX1lZmfbncDioqKjQApEul0vLUlVXeyojCEJQ0srV4GZzDS4GI3MxLy+PtWvX0rp1a6655ppgNU1Hp1mhCm6XlpaGRAQ7Pj6exMREdu7cGZQMeUGAe+/1Z2g9+2zzGtqUlJRw5MgRkpKSOHz4MOnp6eTl5WlGaycqG6qstfvjjz9iNps57bTTan3+oiKRmTMTKSgwcscdhQwcWLvnvhrAKi0tbRTtxbFjxwKwYcOGo173BxTXrw9NsNPn8yFJEoWFhbhcrjrpLW7caEcQFMaMCZ38jLro2Fil6zo6JxtqaXRSUlKt91GNXG644YZ6nVuSJHJyckhNTaWiogKj0UhkZCR2u13T/svMzCQ9PZ2srCxN866pEyxTF/CPE+bM8Y8T5s8PvsbfDz/8gMFgYNCgQfh8Psxm83EDiz4fvPxyDIKgcPvtxz5DVXMutXohmERGRmrfbahQFIXS0lJNb1KWZaxWa6OV/ptMJoxGo/Y7SUlJITk5mdTUVNLS0sjOzm62lXtNieY1Atc5BqvVSlRUFJGRkVitVoxGI2FhYdjtdk0gtaaOzWQyER4eXm1mltFo1PQadeqO2+2mtLRUe8hEREQQExNDTEwM0dHRREZGEhERgd1ux2azaZkroiiiKIoWWJQkSXMWs9lsIcsQUYOLzTVlXA0u7t69u87HWLRoES6Xi1tvvTXo2Vo6Os0Fl8tFWVkZXq+XioqKkAQnTj31VEpLS6uUtdaHyZMVevdW+OwzkXp0AQ2KLMuUlJRomecOh0OTK7FarQGVDR05coS0tDSGDBlyzAJUTbjdAjffnMDhw2YuvbSUW28NLEio6j9mZmY2+KB80KBBtG7dmi1btlR5ZrVtCwMGKPz+u0AozCFVrShVbzHQbKOMDCP791sYNMhNXFzoSpZVV+/y8nLd2EVHpwEI1DE6JyeHtWvX0qlTJ84///w6n1etYsvNzUVRFMLDwzVtP3XuoWaXu91uTYs/NTWV1NRUcnJyKCsrw+12N7mFiMTEROLj49m1a1dQ2nb55Qrt2il88IFARkYQGliJ77//nl69ehEXF6eZr9aEosDSpdGkpJgZP76cXr2qf36azWat6q05oSgKRUVF5Obm4nK5NGmXUBq3nAg1k1RRFEpKSrSEnuLiYgoLC8nJySEpKYm8vLwm9ztoTujBxRaAIAha2ZQq8F7f4JMoirqpSxAoLS3VypiruzZqME9dnTKZTJjNZiwWi3Y9bTYbYWFhWtAxlDT34GJ0dDQdO3Zkz549dcqGKi8v5/XXXycsLKzeq8jNDTVTWQ1uFBQU6JqrJynqoNDr9SKKIh6PJyS6bcHMSAAQxX+yF//3v8YbwAaCmqEuiiLh4eGaxElN+kzH48cffwRqXxItyzB3bhu2bQtj1Cgn//1vHoEOHQRBICIiAq/XS3p6eoMOyEVRZMyYMZSWlvLbb79VeW/cOBlFEdi0KfgLcWoQNS0tDQjczGXz5tC5RB+N2WzG5/MF3XFUR0fnWAI1dXnnnXfwer1cd911dQq6qM/q1NRUysrKtEBidccyGAxaSbQqe+V2uykpKdGq3w4ePEhSUpKm1a+afjZ2oGXQoEEUFxeTkpJS72OZzfCf/8h4vQKvvhq8OVVubi5JSUlccMEFiKJ4jD5yZTIyjFx3XSL/+18rLBaZ226reVHParWiKEqzMueSZZm8vDzy8/M1aZfqjGwaA5PJRFRUlPYXHR2tJfxEREQgy7KmnanHQOpG419lnSZJZVMXnbrh8Xi0AX1ts0iaAoIgIElSsw0s9e/fH4fDUadByFtvvUVRURFTp04lNjY2+I0LMrIsk52dTUZGBiUlJSccBKrZsBUVFZSWlpKXl0d6ejrJyckkJyeTlpZGRkYGWVlZWumMTvNFXZ3Nzc3F4XDUOkAoSZLmbmi1WpEkKSRZaaqpy44dO4J2zMsvV+jaVWHlSoEAKtMajcqZ7fDPs7cug/BAg4vPPdeKdevC6dvXzcKF2dS1UkldPCspKaGwsPDEOwQRtTR648aNVV4fN04tjQ7+MFf9LdTVKXrjRr8WW0MFF0VRpKioqNkuGuo0H3w+Hx6Pp9mOH+uLGlysTeaiLMu89dZbGI1Grr322oDP5fP5NDdij8ejOREfL7lEzaaz2WzY7XYiIiKIiooiIiJCy0JX5y7Z2dlawPHgwYMcOXKEvLw8ysvLGzzYqC5E7tq164Tb5uTknNAAZdYsmYgIhSVLRMrKgtJEfvzxR7p160bXrl1rzFqUJHjnnSguvLADW7faGDTIxZo16XTrVnN5uiiKiKJIWbAaGmJUR+jCwkJtbHO8QGtjUJ2/gTr2ioyMxGazUV5ezsGDB8nIyNCfnQGiOxXo1IjRaMTtdjcr4d+mhJq1aDAYmsRqTW0xGAya2UxzardK//79WbduHbt376Zr16613s/j8TB//nxMJlO9RaMbAlVLS80wy8/P1zJf7XY74eHhiKKomQCpZRWSJCFJUpWHpXqd1Yxl9d/FxcUkJCQ0ahlDoKgBVPXzejyeagcRlTGbzcTExDRkM0OOJEnk5eVRUlKildOYzWbCwsIIDw/HbrdXO+CTZbmKk5/6mtvtDpmpS20mDLXFaIS5cyVuvtnI888beOONpuuU6/V6tUlQfTWIJEnil19+ITo6mr59+55w+3ffjeStt6Jp29bLkiVZhIfXb7IYFhaGx+MhKyuL8PDwarWcQ0Hl4OKjjz6qvX7GGQqRkQobNgjIsj+rNRioBm3gL0OHwMqiS0pEfvstjK5dPcedUAYL1dBPLYUMtimAjo6Koiia7ntlI0mLxaJJ/hiNRkwmU5MKNASTHj16IIoiq1atoqysjGuuuYYJEyZUO4/atGkTycnJXHLJJSQmJgZ0HofDQU5ODk6nE1EUiYiIqPN4Xa1+q6zBryiKNk5U5ZkqKiq07Lnw8HA6derUYGPDygZwkydPrnab4uJinn32WV555RVsNhvz5s1j+vTp1d5rUVFw/fUy8+YZWLpU5Pbb6x8M37p1K3379iU6OrparcUDB0w88EAbdu60YrPJPPxwPjNmlFCbr9BsNuN0OnG73Q32bK0Lqs+AKvWiyrU1J9RFddVMJy8vj7KyMhISEoiKimqxfVcwaX6RA50Gw2QyIctyo6fDN0d8Ph8lJSXIstykHwTVIYoisiyHpAyyIairqcuHH35IRkYGV155JfHx8UFtkyqmXVhYeMyKvs/nw+l0BrzS73A4KCoqQpZlrYwS0LR0kpOTSUlJIT09nZycHIqLi6moqMDn82kPz/DwcE33U9X+VPVaVbOo5laKkZWVpWVhZmVlkZ+fT15eXpW/3NzcKn9HjhwJiWlJY+F2u8nMzKS4uBifz6fpuar9Unp6upaNkJGRQWlpKRUVFeTn52sBE3XlXR0YhkJ/t1OnTsTExLBjx46gPmdmzPBrKq1YIfD/H6dJUl5erslm1HfAum/fPoqLixk+fPgJJ3wbN9p44onWRERIvPlmFvHx9e/rG6s8OjExkf79+7Nt27YqWZMmE5x7rkJenkCQqu4BtMUZQRBITU1FEISAgovffmtDkoQGyVpUMZvNyLLcbDJfdJonqvGgz+fD6/VqY5Ts7GxSU1M5dOgQhw4d0spum5uGXG2w2Wy8+uqrdOnShXXr1nH55ZfTuXNn7rrrrmMW0epi5CLLMvn5+aSnp+N0OjGZTNjt9qAnAqhZXOo4US0hDQ8Px2w2U1JSQkpKSoNlqFYOLh6N1+tl0aJF9OnTh3nz5hEREUF5eTnXXXcdkyZNIjU1tdpj3nqrjNGosHChSDB8bbZt20Z0dDSdOnWqsljodsOCBTFcdFEHdu60MmqUk3Xr0rjmmtoFFsFf/SbLcqMYpwVCRUUFZWVlyLKsSYE1V9SgfXh4OB6PR9Mn1Q1fToweXNSpEXWCcrKWN9QVn89HcXGxlrXYnLK+wD+oaM7BxVNOOQWA7777rtZ6GbIs8/zzzwMwZ86coLZH1cTJzs7WSpDV8uWysjLS0tJITk7WRIRrk37v9XrJy8vD4/FgNpu17IDKwULVId5isWCz2YiIiKhiIKSuKKrZikeXCagan/n5+c2iD1AUhfz8fEpLS/F6vQiCgMVi0bI41Wy9o//UoGxOTk6zL32o7Aipli6pGkthYWFERkZqmn6iKOJyucjPz9cc89RMCFXztbImbCiCi4IgMGjQIHJzc4Nagm+xwF13yfh8AvPmNc1hjlqyrihKUBag1JLoM88887jb7dhh4Y474jEaYdGibHr2DF72nKqrVFpaSkFBQdCOeyLOP/98ZFnmm2++qfL6uHH+fuvrr4N3D/h8Pq0/PHLkCAkJCQFdv4YsiVZR+/LS0tJm+1zXafqUlZXh8/mwWCxERkZqf+Hh4YSFhWE2m7XM36KiIg4ePNgitUBnzpzJ3r172bJlC9deey0ul4uFCxcydOhQhg4dyiuvvMKuXbv48ssv6d69O2effXatjut2u8nIyCA3Nxev16vpsjdUJpUacFRLqlUztoYYH3bt2pWIiIgqAVpFUVi3bh2DBw/m9ttvp7y8nLlz57Jv3z4+/PBDTjvtNNavX8+FF15Y7WJXhw5+GZUjRwRWrarfd1hUVERRURGtW7cmMjJSuyZ//GHhoos6sHBhLOHhMi+8kMPSpVm0bx/YWFOtgFPHDE0Rda6jlkI3t7lvTZjNZqKiojCbzRQXF5OUlNQi+61g0jRH3TpNAjXo0FQ7sqaCoii4XC6Kioq04FFeXh6SJDW7rEVAc6puDgGl6ujZsyedOnXi22+/pWfPnsyfP/+EQcbPP/+cv//+m0mTJtG7d++gtUVRFAoKCrRAoNFopKysTMsYy8zMxOl0ag5+GRkZHDhwgMzMzBpX9SVJIjc3l4qKCs0JsDKVDZ6OdiAPZBCqZjdWVFTgcDTcRLguVC4RlyRJM0KyWCwYjUYtyG80Go/5U1f+3W53gwZEgo2a0ZCdna0FAqtz5hMEAbPZXCUbQZ2gGI1G7Ha79v/q9qr+bij6BDUjIZi6iwDXXScTF6fw1lsi2dlBPXRQqKiowOVyaWZe9UUNLo4YMaLGbVJSjNxwQyJut8hzz+UyfHjwNZXVRY2srKwGy0w677zzAH+ZYWX+0V0M3uRbDS6WlpZSVlYWUNai2w1bt9po3drHwIENl7Wl/ubdbreuo60TEiRJOmaxRF2YMhqNWCwWTZJDDTr6fD5tUaulzTMEQWDkyJG88cYbpKWl8dZbb3HWWWexa9cu7rzzToYOHYokSVx//fW1yjpU9RVLS0tRFAW73d6oklVWq1ULMB45ciTk108URQYMGEBGRgZ5eXn8+eefjB8/nsmTJ/P3339z2WWXsXv3bp566ikiIyPp3r073377Leeeey4HDx7kzz//rPa4d9zhX2yZN89AfT7CTz/9RLt27YiKitLGTi+9FMPll7fj4EEz//pXGV9/ncbkyeUBm6apWCwWbdzQFHE6nZSXl2vPm5aE6jIdFRWF1+slMzOzxfVZwUQPLurUiDqpbM5ZbKFCkiTKy8vJzc0lJSWF1NRUrQxR1XirbmLfHFCDi801i8tkMvHdd99xyy23UFxczD333EPv3r15+eWXq82+SklJYfbs2QDMnTu33ueXJAmn00lhYSHp6enk5+drq/lqQMfr9Wpix2p2nVpyogYP1dIhh8OhPcRcLpdWxgqEfNXaYrEgyzIFBQVN+kFaVlamBRbVgGIgmM1mjEYjeXl5eP+/Psbn8+FwOJpFkF1RFLKzszVnPjW7oDaTFtXVUC2Hr8llUtVeCjbHK3eqDzYb3HGHjNstMH9+0xvqlJWV4fV6gzIIr6ioYNu2bXTo0KHGYFdBgcjMmYkUFRm4++4CJk06vuB9XVHLo30+H2lpaQ3Sb5x++ukA7N+/v8rr7dtDv34Kv/4qEKxqMq/Xi6IoZGRkAIGZufzyiw2HQ+Tcc521LocLFmazGUmS9NJonZDgcDhwu9211lM0Go1ERUUhiiKZmZkcOnSI0tLSZvG8DRS73c5VV13Fxo0b+euvv3jwwQfp2LEj8fHxXHXVVbU6hsPh0PQVw8PDm8Tcwmq1YrVaKS4uPqGBSjBQxwrTpk3j9NNPZ/PmzQwbNozvv/+eFStW0Llz5yrbGwwGLr74YgC+/vrrao85cCCMHSuza5fAeecZ2Lu3bm3bunUriYmJxMfHYzQa2bjRxquvxtKmjcQbb2Tx0ku5tGpVv3m0Oh5vilJFlbMWW7Kmqpq44XK5mmyQtynQ9EbcOk0Ko9HYrANNwUJRFE1/LiMjg8OHD5OWllbFhVWd0IeHh2Oz2ZptB6sGJLzBECFpJNq2bcv8+fP566+/uPnmmyksLOTuu++mV69eLFy4UAsyFhUVMWnSJLKzs3nwwQcZNmxYvc7rdrtJT0/Xgs2q7qZaEgT+h1N0dLSma6gKP6urfVFRUURGRmoOn4cOHeLw4cPk5eWRkZGhTQ7DwsJCbrhjMBgwm82UlZU1WX0kp9NJfn4+Xq8Xo9FY52CNqquiilGnpaWRkpLCgQMHKCoqavLB1bKyMhRFISwsTCtpDhaq/m4oBlOhCi4C3HijTHS0whtviDSlpFQ1yKOaHtSX7du34/V6j+sSfddd8aSmmpk2rYQbbyyu9zmPh1oeXVZW1iBapmomVGZm5jHvjRsnI8sCmzYF5/egBhfr4hS9aZNfgqEhS6JV1Azu4uLiFhnA0WlcVP3nQKp1RFHUnFnLyspISUnhyJEjTb5Soj507dqVRx99lAMHDpCSkkLr1q1rtZ8aeG1qrrthYWHa4maox0jqWOG7776jQ4cOrFixgu+//57hw4fXuM+4ceMAWL9+fY3bvPaaxOjRMlu3igwdauS++0QCjZXu2bMHk8lEz549KSkx8vDDcYiiwmuvZXPuubWTZzoRavVNcXFxkxuPOp1OHA5Hi8xaPBp1PKwv1NWMHlzUOS5q5mIo9LaaGhUVFaSkpJCUlMSBAwf466+/+Pvvv0lKSuLQoUOkpKSQkZFBUVGRFmhRxY5VTZlgCPM3Nmr7W0JAuX379ixYsID9+/dz4403UlBQwF133UXv3r155ZVXmDp1Kn/99RdXXXUVjzzySL3O5XK5yMrK0rLdVK1Du91+TCadqgdYU3DQaDRqWY4mk4ny8nIyMzNxuVzaxL2hVq4tFgter7dJrpa63W6t5Fz9TuuKWiKdn59PVlZWlXJ1VYy+KU56fD6flgWrZmAGG3WRKRTPgZ49e2Kz2UISXIyM9Iu2l5cLvPJK0xnuOBwOTZM3GM+LE5VEJyWZ+OEHG/36uXnkkfw6l2UFgqrpWrlMP5S0bduWjIyMYwJn/5RGB+f6q2LuaWlpQO2domUZNm2yExYmM2JEw4+nmmNptCzLOBwOXC6XXj3ThHG73ZSXl9dJY1yt8lF16kpKSsjOzg6ZaUJTkfwJRA5DNccJloRGMBFFEZvNRnl5OSUlJSE917/+9S8mTJjAk08+ye7du7nssstO+Pzs3LkzvXv35ueff65xDNupE2zcKPH22z5iY/0l0gMGGFm9WqhVqXR5eTnFxcXY7XZiY2N54ok48vONzJpVHHT5C4vFgtvtrrWefKhRJULUCq3mmlQTCKpWfVPWv2xsms5oW6dJogbLcnNzW7xDUklJCeXl5bjdbtxuN16vF6/Xi8vloqKiAkmStMCOaophNptDnj3W0KhZdM05c/FoOnTowMKFC9m/fz833HAD+fn53HnnnWzdupUxY8awaNGiej0QnU6nFlgUBIHw8HCtPLc+xzUYDNjtdqKjo7HZbJqOYkM+vFVhZrXsuKng8/k07Uk1Y6++30t4eLhmaKRqCqmahGVlZRw6dIjs7OwmMTlRKS4u1sqlgpEFVx2qdlYoBrQGg4EBAwaQmppaxe03WMyeLRMervDCCyKrVzf+oLeykUuwrtePP/6IIAicccYZ1b7/8ceRAEyfXkJDmTeq/aDP5yM9PT3kv5n27dvj8/nIy8ur8vrIkQp2u8KGDbWbKB4P1YwC0FzVa5u5+OefFvLyjIwe7cRqbZwJicViqVNptMfjwel0UlZWRmFhoWbAlJGRQVpaGqmpqSQnJ5Oenl5FxqO2SJKkmZypeL1esrOzOXLkCAcPHuTAgQMcPHiQtLQ08vLyKCsrO2YfncahuLgYn8+H1Wqt8zFMJpNW7ltaWkpmZmbQ+wxFUcjNzeXQoUNkZWU1mzlNeXk5Ho+nyQZurFYroiiGfGwUGxvLmjVruOeeewK61y644AIkSTpGk7cyggDTpyvs2ePjllskMjPhiiuMTJpk4ODB4x//559/JiEhgfDwcL79NobPP4+ge3cPt98efGdntTT6yJEjWoWUamRYUVGhZdaHArWCT9VWLCkpIT09XTMQrE4DviWiLtQ5nc5m04c0NM3XI1ynQVA7C5fLxeHDh+natWuL7Dy8Xq8mRKs6qZ6sqMHFlpC5eDQdO3bklVdeYe7cubzwwgvk5OTw5ptv1uueLisrIzc3V8sqDIUOYn2z8oJxbpfLhcPhIDIyslHaURlZlsnLy8PpdAYtsAj+QFdUVBTwTwavmllhNpspLy/Xgsht2rTRzHIaa8Dvcrm0EplQ6m+qJkEulwtFUYJ+nkGDBvHLL7+wc+dOzj333KAeOzYW3npL4qqrDFx5pYEXX5T5z38aLzjsdru1TL66ZpmWl5fzwgsvsHfvXs09tH///sTExFRzPoE1ayKw22UmTAi9LlZl1MWR8vJy8vLyiI+PD9m52rZtC0BGRkaV85jNcM45Cl98IbJrF/x/ZV2dUPWnBUHQgou1zVzctKnhXaKPRnUcLSoqIi4urlbjHIfDQVZWlmboVHniWrkfUBdlCgsLsdlsxMTEEB0dXWOmlappq2rJqVkvMTExmM1m8vPztf7dYDAgSRI+nw+n06kFMNQyQbPZXEU3tqmVjrZkFEWhtLRUM26pDwaDgfDwcBwOB0VFRZhMJtq2bRuUa6koCvn5+RQVFeHxeHA4HBQWFmoBTfW+VhRF+6v87+joaGJiYhrlvlIz7pqqQaQgCFr2YmFhYa1LvRuKCy64gPnz57N+/XqmTp163G2jo2H+fJmrr5aZPdvA+vUip54qMHeuzD33yFQX0/zpp5+IjY0lLKw/jz6agCgqPPdcLhZL8IN8quam2+3WzH0qv6f28SaTiaioKFq1alXvcyqKgtPppLi4GIfDUSWAqc4XG3ss3NCoc6Ly8vIm+7tsTBokgrJkyRIGDBhAQkIC5513Htu3bz/u9mvXruX0008nISGBESNGsGHDhoZopk4NiKJIREQETqeT5OTkFpXRplK5TO1kDixCy8xcPJpOnTqxcOFCPv744zoHy9QMpOzsbFwuF0ajMeQGK42FulpaFCxXhHqgThLKyso0A5dg/mbV+/9o1MCjqg+VnJxMUlISf//9N4cPHyY9PV3LqGmIwLw6kXe73ZqeWigxGAx4vd6QZK+eeuqpQGh0FwEuvlhh3TqJqCi4804D990n0ljJp+Xl5fh8vnqVRD/22GOsWLGCHTt24PV66d+/P7feemu1227YYKe42MC//lWG3d7wWV5qeXRubm5IdVvbtWsHoGkhVuaCC4JTGu31epFlGUEQSE1NpVWrVoSHh59wv4wMI6tWRWAwKJx9duOVs6mTQFUCRtUErglJkigoKMDtdmsLZxEREZrLfGRkZJX/j4yMxGQy4XQ6SU9P58CBA2RkZGhBQhWn00lGRgYZGRkUFhZqZc8Oh4O0tDRNd09d7LXb7VXOpZqfmUwmbb/8/HxSU1NJSkpqMCMhHf+1dLlcQQssqMETs9lMbm5uUORYFEWhoKCAgoICZFkmPDyciIgIwF+xVFRURHFxMcXFxZSUlGhO8GVlZZSXl1NeXs6RI0c4fPhwg0sKqIHQph64UStccnJymlSFC8DIkSOx2+2sX7++1pmVgwfD1q0Sr73mw2aDJ580cOqpRr7++thrcODAARSlNa+9NoWiIiN33VUY9HLoylitVq3PjYiIqCLLpSgKXq+XsrIy0tPT62W0oygK5eXlpKenk56eTnFxMV6vF4PBgMlkwmKxaBU+qnb8yYJalRZqKYDmSsgzF1evXs1DDz3EvHnzGDJkCK+//jpTpkzh999/Jy4u7pjtf/31V2bNmsUjjzzCuHHjWLVqFTNmzODbb7+lb9++oW6uTg2YTCYiIyMpLS3VMhhDVYKnIkkSXq+3XqUWtUFdeVVLIXX8kxBJkpBl+aQPtlaH6oxW2Ugk2CYaTQl1MKE63Ib6t18TiqJQWFhIcXFxnZ2h64uaGePxeDQHZa/Xq60iq8FJo9Go6W6Gh4djt9uDFgCUJImcnBxKSkoQBKFB+i2TyaRJRgT7Ow+lqYvK6NEKW7b4mDTJyLx5BjIyBN58U6IhF51VEXBFUeq82r127VrWrl1Lt27d+Pjjj7VM25r46CP/4snllzee+LjdbqekpIS8vDzat28fknOox63O1OX882XAwIYNAvfeW/dz+Hw+JEnC6XRSWFjI4MGDT7hPQYHItdcmkp9v5D//KSQmpnElFcLCwoB/TKCsVisxMTHExMQc06+rmSqqrtqJnm9qpqo6wXW5XOTn51fJZlT7cI/HgyiKVbSq1f3UCWx1z1Q1i1o1G1NRjQddLheFhYVERkYSHR0dnC9Np0bUzPlgZu+okgpFRUXk5eURHR1dr7FVcXExBQUFSJKkLXbAP8YM1Z3/aFwuF2VlZRw8eJCOHTs2WAWHWnJus9ka5Hx1RV0IKCkpITc3l8TExMZukobFYuHcc8/l888/Z9euXdpi5okQRZg1S+Gii3w88ICBd94RmTTJyOTJMi++KNGhg1+rv7DQTkXFDeTmhjFnTkHIDdNU1L4Qjq2CkCSJ4uJicnJysNvtAf1+ZFnWdCSdTqeWrW82m0+6IGJNqN+HmsnZWHOipkrIowavvfYaV199NdOnT6d3797MmzcPm83GihUrqt1+8eLFjBkzhttuu41evXrx4IMPMnDgQJYsWRLqpuqcALPZTGRkJA6HI2QZjKqAd05ODikpKSQnJ1MQYptPVVOxKYolNxYGgwFZlpuUtlxTQV0Fz8vLw+v1YjabW2zGYmWsVqsWRGssVM0vtYSusR7ooihqZk5qRo1aBqjqbSqKgsPhIDc3l8OHD5OUlBSUzC2fz0d2dram29dQ955aOhYK3cW+fftiMpnYsWNH0I9dmX794PvvffTvr/DRRyL/+peBhlx4VjPkRVGs06JNamoqjz76KGazmQULFpwwsJiSYuSXX8Lo08dN//6N5/aumiUVFRWFLCNeLYuuLnOxc2fo1Uvhp5+Eel1vn8+HoihkZGQAJ9ZbdDgErr8+keRkM5ddVhoSDa5AEUVR0/ENCwvD7XaTlZVFUlIS6enpWpahy+WiqKhICxwF0seoEy81m9FoNGpZidnZ2dqCnM1mq5KRpe6nljcHek5Vtw8gLy9Pz148imCbmfh8Pk1rLdiL0OqimepCW1fUIIuqCXn0mEFte+U/dYGw8l9YWBhRUVF4PB5yc3Pr+/FqhVodE4yS84bAZDJpkgahzFKvCxdccAEAX3/9dcD7xsXBkiUS337rHzusXStyyilG+vY10qGDmfj4R0lLi+OOO/K49dbiILe8bqiLM2r2bW1QfytHjhwhIyODsrIyzZzSbrfrchNHoZpd1ic7tKUiKCF8+no8Htq2bcs777zDhAkTtNdvvvlmSkpKeP/994/ZRy3vufnmm7XXnnnmGb788kt++OGHY7ZXMylU1I8zZcqUJuOmFGzUTJmG+pEfrbGlDlBUvZtg6aGoekaVb0lFUUIuEitJknZePUvPjzoAPVlXqTweT433nJq9UnlCdLKgmho1dFBPURQtk1alOX3vav9W377s6D4yVN9BTbqKobz+e/bswel0ctppp4W8H5YkgaQkA6WlAmFhCr16SZjNoQ9E+Hw+7R4O9NopisKBAwdwOp20b9++2sqPo8nMNJGTY6J9ew9xcY2voStJEkajMSQTZafTyZ49e2jdujVdu3Y95v0jRwxkZ4t07y4RG3tsgOV4fb6KqvtXUlJCSkoKiYmJJCQkVLutosChQxbKygxERUl06eJuEJfuulBZYw7+kYZQXw/W71E9Xk3SE8FC1YZsiYZ7dUVdLFafQ6rMRX2fR+pcJFTXs77PHLWNQFDuBUmSGsy4orKBVHO6jxtrnFiZo/tzj8fDzp07CQ8Pr1cVpKJATo5IRoYBRQGTyUNUlBtQaNeu6QWAa3st1MxvVfZDpTmNsxsDtT9QF8lU88PGoKKiQqtMCAU2m41PPvmEyMjIE94XIf0lqGnoRw+C4+LiSEpKqnaf3NzcarevaaXopZde4rnnntP+HR4ezp49e6ioqNBE01sqDbkqe/S5KpfN1rXzqSyYXPm4Rx9PluWQOjKpn0EdTOv4UUuUTlaqu+eqCwycTPeM+rtvqM9c06RXfa85IYoisizjdrvrFFg6WkBbfT1U1HTsUPXHapZKSUkJdrs96Mc/mi5d4MgRC0VFRvbuNdCtmwurNbSZ2vV51mRmZuJ0OomMjKR169Yn3F9RoKDAiCBATIyvSfxeVKOwUGbEu1yuau9Pu90AWCksVAgPr/7+PdF9rV4/dUHbbDbX+L2mpPgDi3a7RKdOfp22JnAJaqRyn1J5MSTY46KG6Lsql1if7JPjo58dgCbnIQhCvfryyuP/UF3P+o45gj2+V42LGsIltnJwvyn037WloceJNXH0NbJYLJSXl+NyueoVAIqN9f8pikJycjJgJTExsdE/b3XU9lrUtJDUFD9TU0LtD9QxQagXzk5EKONegXyuphdmD5A5c+Zwyy23aP9WfwibNm066QcVwUCSJA4ePEj37t2PKRkuKioiOzsbWZaJiIgIqLOuHPw1m81EREQQGRmp6e8cfX5JkkKicaI64MbHx9eYgXAyUlpaSlpamuaSezKhln5W1phSy/W9Xi+RkZG0bdv2pPtewJ8pfvjwYTwej+YOZzQatUloMKis1+X1erUyvtjYWCIiIpq1dEFBQQGZmZmYTKYT6uBIkqRl5suyjNls1swMwsLCQrY6erw+Pzs7OygaWNWxfPly/vvf/zJt2jRmzJgR1GPXhCzD88+34s03Y8jIkFi0KIthw0Ij2K8+8xISEmjTpk1A+27ZsoUJEyaQkJDA77//Xis3zrVrRa680syMGRJLljSNRSK3201SUhJGo7FWRiiBoCgK/fr1o02bNqxcubKacwsMHdoFg0Fm6dIjRETIVfY9us+v7vglJSWYTCZeeukl3nnnHZYvX87QoUOP2g7uusvIzp1GTjlFZsMGD81N+k+WZc2ko7lqSRUWFpKWlqbJVJxMqBlvHo8HRVEwGo3IskxkZCRt2rTB7XaTk5NDWZlfh9VmswWsGa1m8LZq1SpkOqrgH6MfPnxYM3oJBI/HQ1lZGa1btw6a67TD4SAlJUUzswgViqJQXFxMWFgY3bp1a1bzWXUM4fF4iIqKavBMrpr68/vuu49PPvmEBx98sFZ6uSfixx9/ZNWqVfTo0YMHH3ywQRZFA0WSJA4fPozb7SYqKqra+0h9thmNRrp169Zs+/zGwuv1UlhYSGFhofYdNvQ9f7xxe7ConEl9IkIaXGzVqhUGg4G8vLwqr+fl5dU4uG7Tpk1A21sslioDB9Wcoz5OjDrHogpoV0a1uM/Ozqa8vLzWAUZFUXC73ZjNZtq2bau5/tV03qioKPLy8rSSqmDh9XqpqKjQBM2bc9Ai2Kjl0DWVR54MqCtQqhulz+cjJibmpA0sgn8S0q5dO/Ly8nC73TgcjirSBfUJNqoPLpfLpbnpxsTEaI6szaksqCbUiV1+fj6SJGGz2Wo0JfB4PJq7a2xsLFFRUQ2qeVNdn2+327W2B3sA2q9fPwD27t3bgJ8R7ruvkLZtfTzxRGuuu64t69al07lzcINxasDcZDIRHR0d0LMmLy+PmTNnArBs2TLi4+Nrtd+yZf5zzJqlNJlnm81mIzo6msLCwqDLkAiCQEJCAtnZ2dq/K2O1wuTJZXzwQRQ33pjI229nYbUeW5FxvOCioiiYTKb/z1aBHj16HPPdPvOMyKJFBrp0UfjiC4lWrZrGdx8IjV3SGAxatWpFfn4+FRUVJ41WmJpRVzmoqN7T0dHRtGnTBoPBoBmN/fXXX5q7t8vlwmaz1fq7Uhf+Au3PAsVms2G327VAaG2vozrPMBqNtGrVKmhzBzUBorI0TihQM7xjYmKahd5iZQwGA+3atSM1NZXS0tJGCTDCsf15v379+OSTT9i3bx9Dhgyp9/G/+eYbWrduTd++fbHZbE3mOVsZg8FA69atyczMxOv1VrvQot5rkZGRuqlpHTAYDLRt25Y2bdpoevCN2ZZQBhdrS0h/7WazmUGDBvHdd99pr8myzPfff3/Maq/K6aefXmV78K/a17S9TuMhCAKtWrUiPj4eURRxOBxIknTC/TweD7IsEx0dXa1D4dGoQepgCgRLkkRZWRkGg4H27ds3eSe2hkYVtq7N9WzJqK5pPp+P2NhY2rdvf9IGFlViYmLo0aMHvXv3plu3biQkJGCz2ZAkifLycoqKiigqKgooPd/j8VBSUkJ5eTmCIBAbG0vXrl3p3LkzkZGRLSKwqNK+fXvat2+PwWCgtLSUoqIiSkpKKC0t1f7r8/kIDw+nQ4cOdO/enfj4+CbhRq5mTIZCLqF3794IgsC+ffuCfuwTcfXVpdx/fwEej8iHHwY/Q97r9WrXNJDBu6IoXH/99WRlZXH33Xdz7rnn1mq/1FTYsEGgd2+FM85oWmVNbdq0QRTFkGhiJyQk4HQ6tUDE0Tz8cD5nnunk99/DuO22eHwByFCqOn5Wq5VDhw4RHR1NbGxslW3eekvg0UcNxMUpfPGFjyZkmHrSIYoibdq0abAS1sZEzTQtLy/XFqVUbVO73U5CQgLx8fFVJp2qNli3bt3o0qULYWFhOBwOiouLcbvdx51I+nw+LUEg1Nla6jwD/BU15eXlOJ1OLSCqLsR5PB7Nadzn82n/joyMDOr4XjWnCvXYWDX+CnaGd0MRFRVF586dEUVRM9RpbNQFzGCMMSRJYu/evRiNRkaOHNmkA8AxMTFYLBZcLle1v2u1zziRQZzO8TEajXpw9v8J+a/hlltu4ZZbbuHUU09l8ODBLFq0CIfDwfTp0wG46aabSExM5NFHHwXgxhtvZOLEibzyyiucf/75rF69mp07dzJ//vxQN1WnDgiCoOk/FRQUUFFRodnVV4e6mmgwGIiuZa2Q6lRVXl4elEw6WZYpKytDFEU6duwYknLr5o7BYGh2Oi+hwOPx4PP5iIuLIzExsUmuTDYGqjOnyWQiMjJSy7irqKigvLyc0tJSnE4nBoPhhMFYj8ejOU62adOGmJiYFu2+LQgCcXFxxMTEkJ+fT1FRkaZBZzAYiIyMJDY2Frvd3uTuN7PZrGVtBBu73U6XLl1ISkqqlbkGwP79+5k3bx4Wi4XTTjuN0047jb59+9YpGH3ppaW89FIsq1dHcOedBQRzDUGdKMbExAR0X7/22musW7eOoUOH8thjj9V6v2XLRBRFYOZMqcmZiISFhWnZizabLagLB6q0SXZ2drXPdbMZXn01m6uvbss339h54IE4nn02r1bfkRpcVN2ihwwZUuVarl0rcOutBsLDFT7/3EePHkH7WDp1JCYmhry8PBwOByaTKeiLVGq2vSrqD/4JZkNVTlXOVIR/TD8sFgtRUVFaSfjx2qJmNUZFRVFUVEROTg7l5eUYDIZjMuvB35c5HA4t6NcQQRVVNkld6IV/9K+r025XUbMWg3ktVBfrioqKkFX2qPeV1WoNqUFDqImMjKRr166kpqZSUlJCREREoy7OqwuYe/furfexduzYocn11MZcrTExGAzExsZq2YtHV8uo4y09yUYnWIT8qXDJJZeQn5/P008/TW5uLqeccgqrVq3SypzT09OrPPCHDRvGkiVLeOqpp3jiiSfo2rUrK1asqJe7k05oUSfLgLZCJUlStZk2qtN1VFRUrTsyQRCIiYmhrKwMt9td75WBiooKZFmmY8eO+kpNDajBxaaw2thYqA9ddYDa1AI9TYmjg43x8fEcPHiQ8vJyoqOjtT5edVtVU/fViYrRaCQxMZHY2NgWG1Q8GqPRqOnvVTa4aMqSHmqZdnl5eUiO37dvXw4fPswFF1ygZdSoGaxdunShTZs2moD2smXLeP7557Usyq+//hqAyZMn88ILLwR87ogIhQkTylm1KpItW+yMG+cIymdSAwBWqzWgLJQ///yT++67j4iICN59991al9r4fP7gotmsMH16aA1q6kpCQoKWhRTMxT21ZDw7O5uePXtWu43drvDmm1lceWU7Vq+OJCpK5v778094bNUYIisrC6CKI/X33wtcdZUBoxFWrZIIgpyXThAQRZGEhARSUlK0st9gUnlhrHKwS30eqlIhwdQkhmPLn9VKE1V2ITIyMuAgjloxEB0dTUFBAbm5uZSWlmI0GjGbzRgMBk3LzmAwkJCQUCvt12AgiiKdOnXC5/NVMRyq/P/qn2peoRoShSKzMiwsjMLCwqBLNalIkqTpzDfVsUBtsdvtdOvWjeTkZMrKyrDb7Y2W3WW32+ncuXNAC5g18fXXX9O2bVu6du3aLLLVYmNjtQQg1dkY/FUVakl0U86+1GleNMiddMMNN3DDDTdU+94XX3xxzGuTJ09m8uTJIW6VTjCpnMGoGl8cvUIC/6RfBxpEUAdL6iStrqhGEa1btz6mpEnnH0LhEtnckGVZC4Q3h8FDU0LVIElOTsbpdBIeHq4FEtWsN/X3bzKZaNu2bcBZXS0FdWLYXLBarZSVlWmTt2ByxRVXkJSURHJyMkeOHGHLli1V3lcnB6Iosnv3bsLDw3nmmWfo2bMn27ZtY9myZaxdu5YrrriC0047LeDzX3ppGatWRfLxxxFBCy6qJYaxsbG1XqBwWuN3UgAAXe9JREFUOp3MmDEDt9vN66+/Trdu3Wp9vvXrBTIyBC67TKaB5v4Bo+qI5ubmalqUlVGDBKpmXG1RMxdzcnKOu11MjMzbb2dy+eXtePvtaGJjJa666vjXW73fjxw5AqBdk7w8mDLFgMcD770nce65J+8zsymiBttKS0uxWq1B67PUTH2TyUS7du0wm81IkoTH49Ey91VNYlXDUg021vU5p7qSer1eLYipluKpmYr1zQwTRbFKZn1BQUGVckqz2UxiYmKDP69VXeemgJo44fP5QhKQUTPdIyIign7sxsBisdCtWzdSUlIoLy9HluVGy5Lr168fycnJJCUlaWXSgaIoCtu2bWPYsGGcfvrpTea+PB6qhnl2dnYVXUBVO1VPtNEJJnqYWidoiKJI69attYmBmvVVOWvJ7XYTFhYWsI6IwWAgLCyM0tLSOpciqOXQYWFhtG3bNuD9TyYEQdBWqk9W1FKjkzXoVV8iIiKIiYmhoKAAh8OhySEkJiYiCIJmktOmTRsiIiL077iZoE4KfD5f0AfVw4cP58svv0SSJDIzM0lOTj7mTy1pGjJkCC+88AIdOnQA/FmPnTp1YubMmTz77LOsXLky4Htq8GAXXbt62LrVRlaWgcTE+pV/q8EAk8kU0ETx7rvv5q+//mL69OmahExteest//N25symmbWoEh8fT3FxMQ6Hg/DwcO1543a7cblcWnAxEM3VymXRJyIxUeKdd7K4/PJ2vPhiK8LCnFxzTc26zmrpa2pqKgDdu3cH4O23RUpKBO69V2Lq1JP3edmUSUxMpLy8HIfDEZSAjSzLOJ1OZFkmLi6O6OjoKn1N69atkSRJ0/9Uq25cLpeW1RiISZnaj6iZioIgaGWMUVFRIZHQUDPr4+LiNP1CSZIaRGexqWOxWDAajXi93qAvPFcuU23OJdFHYzKZ6NatG0eOHKGoqAhJkggPD2/wcV/fvn354osv2LdvX52Di3v27NF+HwkJCc1m7KpmLzqdTq0f9Hg8WCyWFnWv6TQ+enBRJ6gYDAatzK+4uFgrRVEFp9UMjrqs9tntdkpKSurkxqQoiqazqJop6Bwfo9GolZ00l4dnsKg8wGuugtpNgcTERMrKyqioqCAsLIzExESioqKqSCnoNC/U7J9QBBdVDAYDHTp0oEOHDowePbrKexUVFeTl5dG+fftjJuejR4/mjDPO4Oeff2bDhg2MGzcuoPMKAlx2WSnPPtua1asjuPXW4np9DjVI1rp161pPQpcvX86bb75Jt27dePnllwM63969sG6dQLduCmed1bQDXUajkbi4ODIzMykuLtacPRVFwWw2ExUVpRkc1TbAqJZFnyhzUaVLFy9Ll2YyfXo7nnqqPW3aZDN+fPVGM2qwMyUlBfCXRUsSvPmmiNGocMstTTuYezITFhZGbGws+fn59S6HVBSFiooKfD4fkZGRxMXFVTs+MhgMREREEBERoY0nHA4HpaWllJaWUlxcfMJSxMpBRTVzNiwsjMjISCIiIhpEm1hd2NeDD/+gmrq4XK6gH1uVlYqOjm5xZaqqzr3JZCIvL4/S0lIiIiIatHIjGKYuX3/9Ne3atWt2ZqAmk4nY2FiysrIoLCzU5Bz0kmidYNN8arF0mg0Gg4H4+HhsNhtutxuHw0FJSQkulwu73V5njSW73V5np1KXy6VlSenBotqhBmBPxuxFWZbx+XxERUUFHMjW+Qej0UiHDh2IjY2lY8eOx2R46DQ/1NK+xtJjDQsLo2PHjtVOSARB4N577wXghRdeqNOz4uKLyzEaFVaujESuR7xIzdS3Wq21NhVYunQps2bNwmq1snz58oCyrBQF5swxIMsCDz8s0Rwq7ePi4ujcuTMJCQnExMRgt9tp27Yt3bp1o1OnTnTq1AlBECguLq6ViVAgmYsq/ft7WLw4C5NJ4a67Evjhh2ODKKqGm8lk4tChQ4C/LHrjRoGUFIFJkxTdGbqJk5iYSFhYGOXl5fUypFKDfRaLhTZt2tRqUq5q1cbGxtK5c2e6du2KyWSipKSkWidrSZKoqKigtLSUiooKwF8J0K5dOzp16qSNr/VnaeOgXk918T2YeL1eBEFosUaToijSrl072rZtiyzLlJaWVtGchn/cz49+PRio/g11NXVRFIUtW7YQFxfHoEGDmp1kUps2bejYsaNWMRQREaGXROsEnWYw/NRpjhiNRtq1a4fFYqGiokIzbOjcuTMWi6VOx7RarXWa1Pp8Pi0NXDUS0jkxqjbQyRpc1HVIgkNERASdO3c+6UupWgqq9pUqqN/U6N+/PxMnTiQ5OZmVK1cGvH+rVhJjxjhITzfxyy91y9ZRs5sURaF169a1eua9/PLL3HTTTdjtdr744ouANSNXrRL49luRkSNlrryy6V2X6lCdatu2bUvnzp3p0aMH8fHxmqZZdHQ0Xbp0wWg0alULxyMuLg5RFAMKLgIMG1bBs8+mIklwyy0J7NpV9Xqp97rFYiE5ORmbzUZCQgKLF/uH0DfeqGctNnXUbGiDwUBZWVmd+i6fz4fL5cJgMBAXF1fnZ1p4eDjdu3cnLCyMsrIySktLNddpp9OpaTaqLq9qoD02NrZZ6LudDKiZnPUJVB+NKgthsVhajN5iTahBLoDy8vIqrt9Op5Py8nKczuqzyOtDTEwMiYmJ/PXXX3W6dklJSXi9Xtq3b0/btm2blV42+MdvrVq1on379nTr1o3u3bvrY3OdoNO8fhU6zQqz2UynTp1o164dXbt2JT4+vl4DI7UkJJBJrVoObTQaqy2j06kZtSw6FKuHTRlFUTS3c/2hq6NzLFarNSRZG8HizjvvxGg0smTJkjq18dJLywD4+OO6TfB8Ph9utxu73U5MTMwJt1+2bBl33303MTExrF+//phS8BPhcMC99xoQRYX58yVaUkJTeHg43bp1w2w215jppaKWWte2LLoy555bylNP5eJ0isycmUhm5j8ZaaoDrcFgICUlha5du5KWJvDVVwI9eiicfXbT/B3oVMVms9G2bVvNeDAQZFnWgiCtW7eudTZyTagmF6oRoloqrZrEJCQk0KVLFzp06EBkZKQu5dPEUIOLwczgV3UtY2JiTorrHRMTQ3x8vGaOBP4qM1WnWHUHDzb9+vXD6XRq+rmBsH79etq1a0e7du1aRBWcnv2sEwr0SItOSAkLCyM+Pj5o2jB2ux1FUWr1QFcHkIqi0LZt22aXvt7YqOU+TTWAECpUJ8bo6Gg9GK2jUw2VTV2aIh07dmTYsGGkpaVx+PDhgPcfNcpJfLyP9evDKSoKrA9QsxZV/eHalE0uWbIE8Gs5DR06NOD2PvusSHq6wI03ygwcGPDuTZ6wsDC6deuGzWajrKzsuFpnCQkJFBUV1UkPberUMu64o5DiYgOvvPJPUFiWZQRBICcnB1mW6datG2++KSLLAjfcILeoYG5LJzY2ltjYWNxud62yYeGfsaQkScTFxdGmTZugjGdNJhMdOnSgT58+dO7cmZiYGNq1a0e3bt1ITEzUS5+bMGazWTN1CRaqCWZtFqRaCm3atCEyMhKXy0VFRQUVFRVYrVZiYmI0c9BgU5/SaDW42KdPH31OqaNTA/rMWadZYbPZaq276PF4cLlcREdHExsb2wCta1kYjUYEQTjpMhc9Hg+iKLZYzRsdnfpS2dSlqXL22WcD8O233wa8r8EAU6eW4vUKfPZZYNmLqrOqarpwIgoLC9m2bRsDBgzg1FNPDbitBw/CSy+JtGql8OijLbevVjO9wsPDcTgcWqbL0QRq6nI0119fRHy8j9WrI0hP9weGVZmMtLQ0ADp37snbb4tYrQpXXdVyv/OWiCAItGvXTrtPiouLKS0tPW4QQ82mat26NQkJCUFfdDQajZoeY5s2beosHaTTcJhMJi27LhhjZLUkOjw8/KQqfRcEgY4dO2KxWHA4HIiiSHx8vCZxcbxM9bqiBhcDNXVJSUkhNzeXrl27kpiYqJug6OjUgB5c1GlWWK1WzGbzCSe1kiThcDiwWq20bdtWX/2tA6IoIopiSFYO60MoMylVV0eDwXBSDfB0dAKh8sSqqXLOOecAdQsugj+LDWDlyghq2+XIsqyVNaqToxPxzTffoCgK5513Xp3aeffdBjwegSeflGjpa2hGo5Fu3boRHR2N0+mstrS1LqYulbFY4MYbi/D5BF5/PRrwjydEUdTK6I4cmUxOjsDllyst/jtviYiiSNu2benduzdt2rRBlmWKi4spKys7Zrzj9XpxOp2Eh4eTmJioVzPoAP6gWFxcHEDAJfbVoQbRYmNjT7r5itFopGPHjthsNuLi4oiJicFsNmO1WkMSXFQdo/fu3UtRURGvvfYaN910EwsWLGDr1q2UlZVVu9+GDRs0U6WIiIiT7jrp6NQWPeyu06xQdRfdbjeKolTbuSuKQnl5OYIg0LZtWz1IVEdMJhOiKDapzEVJkigvL8dqtYZkdd/j8WjaWvrAQUenegwGAxEREeTl5eHz+ZrkCn7nzp3p1KkT27Zto6ysLGCB/A4dfIwY4eSnn2zs2WPhlFPcJ9zH5XIhSRKtW7fWSsdPxKZNmwAYO3ZsQO0D+PJLgXXrRIYMkbn22pNDvkIURTp16oTRaCQ/Px+gijZufTMXAS6/vIzFi2P45JNIbrmlGJtNwmg0kpycDPTgyy+HERmp8OijTWvhTScwTCYT7du3p3Xr1uTm5lJUVERxcTEWi0WT8nE4HJohYVPs53Qaj+joaBwOB7m5ubhcrnqVybpcLiwWy0lbMWO32+nevXuVsXd4eDhOp1PLHA8WCQkJxMTEsG3bNkaPHq1lwavPYkEQ6NWrF4MHD2bIkCEMHjyY9u3bayXRqkSHjo5O9ehLcDrNDlV3sabS6IqKCrxeL61atdLdfuuB0WhsUq6wsizjcDjwer2aE2uwUbMW9cCijs7xadOmDSaTSdO1bYqcffbZeL1efvrppzrtf9lltTd2kSRJm2DW1uxBURQ2btyI1Wpl5MiRAbXN5YK77vKL/i9YIHMS6P9riKJI+/btNe28yhm09c1cBLBYFG64oRivV2DJkkhkWcZsNnP4cArwJh6PgWeflWjfvp4fRKdJYLVa6dixIz179iQmJgaPx6NlMsqyTJs2bVqEeYNO8ElMTCQiIgKn01nnKh9ZlvH5fCe9zrcqxaSiBlrrk73o8/mOmSsKgsCgQYPweDxYrVb+85//8MUXXzBv3jymT59O7969OXDgAO+//z533XUX55xzDiNHjmT//v3079+fhIQEXW9RR+c4nLy9mE6z5Xi6ix6Ph4qKCsLDw4mPj9eDRPWkqbjCqiYJXq+X8PDw4waX64osy3i9Xs0FUEdHp2bU0l9JkkJSuhQM6qO7CDB2rIOoKInPPw/H6az5WaL2TwBxcXG1zqr++++/SUtLY/To0QFPVl56SeTwYYFrrpE5/fSmGdwNJYIgkJiYqAW4VdTMxfoEFwEuv7yUuDgfGzeG8fffZpzOMLZvHwqM5qyzJGbOPPm+85ZOWFgYnTp1okePHkRG+oPKUVFRtG7dWh9L6lSLKIp06NABk8mkuYkHitvtRhAEPRniKGw2GyaTqc7jC4/HQ2lpKSUlJccc47HHHmPhwoV8//333HHHHfTu3ZtJkybx+OOP8/nnn7N9+3aWLVvGbbfdxsiRI3E4HCQmJtK7d2/Cw8NP6iCwjs6J0HP8dZodVqsVm81GaWkpsixjs9k0MWS3262VsJhMpsZuarPHZrORn5+Pz+dr1PJyj8ejiV23a9eO5ORk3G53UNvk8XiQZZno6Git3E5HR6dmWrVqRVFREU6nE7PZ3OQm4KeffjphYWF89913NcpoHA+LRWHy5DLeeSeadevCNR3Go/H5fLjdbiIiIgJy+qxLSbSiwJo1As8+KxIZqfDkkydvaa7ZbCY2NpacnBy8Xi8mk0nLXKxPWTSA1aowe3YRb79tY/PmKGbNao/b/QCC4OT11026Q3QLRRAE7HY7Xbt2xeVyYTAYMJxMacE6AWOxWIiJiSE/Px9ZlgO+XzweD2azWS+1PQpRFLHb7RQXFwe8r1pJYLFYEAQBp9OJyWTSxgDt2rWjXbt2Ne4fERHBmWeeyZlnnqkdLysri7CwsIAlVoKFoihIkoQkSY2e8KHTtFArDN1ud50D34IgYDQag/K804OLOs0OQRDo1KkTWVlZFBYWag8eQRCw2Wy0atVKL2EJEpVdYRsyuKgoilYq4vF4tMFXYmIiNpsNu91OSUlJnQIGNaFOTsPDw/Xgoo5OLTAYDLRp04YjR47gcrmaXNavxWJhxIgRbN68mX379mlC7oFw+eWlvPNONMuXRzFlStkxQSVFUXA6nRgMBuLi4gIamKnBxdqauRw6BHfcYWD9ehFRVFiwQOL/E/VOWuLi4rQAd2RkpBZczMjIqPexp00rpW/fElJTvfz6q4f9+6307buYbt1urPexdZo2giA0uf5Mp+mijht9Pl9AzwBFUbSS6Ka2ONcUiIyMpKioSBuf1waXy6VVIXXq1AmPx0NqaioVFRV1DuCKokhERASiKDZKSbTX6yUnJ0erkNDRqYw6F05PT69XP6JWhFTWsa4LenBRp1liNBrp0KEDcXFxZGdnI0kS/9fefYdHUXZtAL+3b8pmUyGkF0gskIAgoqCRJkUiqCBFpQgCUoX3pSiKiK8KBmlSRJQuXbCBiCBNBMEQhIBAQoAEIyCQnmyf7w++HQnpm7JJ9v5dVy7N7szsM+FkM3vmec7x9PSEm5sb7zJXIaVSWeVdYa133O59A7TelTMajeIXcCeBYe0iZ00aa7VaZGVlwWg0VknS07q0083NjQ2AiCrA3d0dt27dQl5eHlQqVa1bLvTkk09i79692L9/v03JxYgIIx59NB9HjjgjIUGFhx4q3NjFYDDAZDLB09OzQjMa9Ho99u/fDz8/PzzwwANlbAvMmSPF7NlS6HQStGplweLFZrRoUeHTqXfkcjm8vb2Rnp4u1tAKCgrChQsXxJtSlRERUYCgIB0aN96Dnj2fRYcOo6to5ERUX6jVasjlchiNxgo1G7Qu13XURi5l0Wg0kMlk0Ov15Uou6vV65OXlQSqVIjQ0FGq1WpxtmJ2dDZVKVe7PiNYJDkajEQaDAWazGe7u7jW+Ks5isSA1NRVSqRS+vr5clUdFCIIgXu/YmlwUBAG3b9/G33//jdDQ0ErlUphcpDpNrVYjJCTE3sOot2QyGZRKpdhFubJ3Vs1mM/Lz82E0GsVjy2QycYaitSC2QqGARqOBVquFi4uLOIPSSqPRQKFQQKfTVUky0JrI5N1jooqx3um8ePEi8vPza92s8ZiYGADA3r17MWrUKJt+vwcOzMKRI85YvVqLhx66IT5usVhQUFAg1p+sSGL16NGjyM/PR+/evUsd088/SzB2rAxJSRJotQLi4swYNsyxGriUxcvLC7du3RL/HkRHRyM1NRUXLlxA06ZNK3Vss/lOp+jLly8DsCAsLKxKxkxE9YdCoYBSqRSbDZb374w1aVbb/m7WFgqFAk5OTsjPzy9zW71ej5ycHLi4uMBkMolJOOs1Sn5+PvLy8kpN5N69YspoNIqdqq2dvD08PGr8M4J1HH5+fpxNTcWyTtpRq9WVik9PT09cvXq1wjOw71W7phgQUa1j/WNmsVgqdRyj0YicnBwYjUa4uLhAJpMhPz8f2dnZ0Ol0kMvl8PDwQEhICBo3bozw8HD4+PiIDXzuJpfL4erqCrPZXOlxWetUKBSKSk8FJ3JELi4u0Gq1hW4Q2JO1CZUgCPDz80OLFi1w6tQpbNiwwabjdeiQj4AAI3btcsW1a/9ecOl0OnHWfEUv+nfv3g2g5CXRf/8NvPyyDF27ypGUJMGLL1qQmGjCiBFMLN5LJpNBo9GI/+ZRUVEAgD/++KPSxzabzZDJZLhy5QoAIDw8vNLHJKL6xVqWyVr7rDysjQmt18NUPK1WK9YaLInBYEBubi6cnZ0RFBRUJMHi5OQET0/PYrtHWz8D5Obmil3iTSYT1Go1fH19ERYWhiZNmtgtuVfSai+iqmaNscrW9GRykYhKZW2YY+vSaEEQoNPpkJ2dDYlEAj8/P4SFheG+++5DREQEgoKCxD/eISEh8PDwKNfdF2tnvYKCAuh0OuTl5dnUVc56p9LFxaVCy1mI6F++vr6Qy+WFOvfWJGvtw8zMTGRkZOD27dvIysqCxWLB7Nmz4ezsjP/97384e/ZshY8tkwEvvZQFs1mCDRvuzHqwWCzQ6/VwcnKyqZvsnj17IJFI0LFjx0KPm83A4sVSNGsmx6ZNUtx3n4CffjJh5UrWVyyN9b3bYrEgOjoaAHDq1KlKHdNa+1ehUCAlJQUAk4tEVDxrPb97k1cl4ZLo8vHw8IBMJoNOpyv2eYPBgJycHKjVaoSGhpa4msnLywtyuRx6feHSJtal1CaTCc7OzmjUqBHCwsLQuHFjNGrUSFyaTUTlw+QiEZXKWqPEluSiIAjIy8sT7yiGhoaiQYMGkMlkYic4b29vuLm5VbiOiKurK1QqlbjUwXqBUNE7LtYLPK1WyzuDRDZSqVTw8vIqdmZATTCZTCgoKBBrtFrrH+bk5CA0NBQzZ86EwWDA+PHjkZubW+Hj9+6dA7Xagg0btNDrJTCZTDCbzdBqtRUuzfDPP/8gISEBLVq0gI+PT6Hnxo2TYsIEGYxG4L33zPj9dxNiYtgZsizWIvtmsxkPPPAAZDJZpWcuWmchqVQqXLx4EVKpFMHBwVUxXCKqZ5ydncW6i+VhMBggk8m4YqYM1lVFxU0esCYWVSoVQkJCSp0goFKp4OLiAqPRKH5OsM5alMvl4qopX19fuLq6MqFIZCMmF4moVNamLhVd7mg2m5GTkwO9Xg93d3eEhoZWaV0ZmUyGwMBABAYGIiwsDH5+fgBQodmLdxfBZc0bosrx8fGBSqWyKclfGXd3bA4MDERERAQaN24MPz8/mM1m5OXloVevXujduzcuXbqE6dOnV3h87u4W9OqVg9u3Zdi5805NJ6lUatP7xt69ewEUXRK9dq0Ey5fLEB4u4I8/TJgyxQL2lyofhUIh3gRTq9WIjIzExYsXkZOTY/MxrX/zVCoVUlJSEBwczIZfRFQsa93F8lwrWywWGI1GqNVqrpgpB61WK64ysrImFpVKJYKDg8u1ZNnd3V3cF7gzy9RkMkGj0YjdoImocvhbRESlshYzrmgtGesyAy8vLwQFBVXLhzIXFxc0aNAAWq0WXl5eUCqVRZY8lMZsNotLotmBjahy5HI5fHx8xNkANUWn08FkMsHd3b1Qx2Zvb294eXlBr9dDp9Nh+vTpaNy4Mb799lts2bKlwq/z8svZAIA1a9yg19+5KWGdMVcRe/bsAQB07txZfOz0aWDMGBnUagEbN5rAPmUVY00uWj/YR0dHQxAEJCYm2nxMs9kMiUSC7Oxs5OXlcUk0EZXIWnfRWk6hONYSQ9bGL1wxUz7u7u6Qy+Xi0mij0Yjc3FwoFAoEBQWVe/anm5tboc8Jer0eMpkMnp6e/HeoBkOHDoVSqcTo0aOLPDdu3DgolUoMHTq00ONHjx6FWq1Gz549iz2mwWDAnDlz0LJlS2i1WjRq1AgxMTFYvXq1OGvY+rpKpRLOzs4ICAhAt27dsGrVqgrV6b927RoGDx6MwMBAuLu7o3Xr1ti2bVu59r18+TKGDx+OiIgIuLm54b777sO7775baAKMTqfD0KFD0aJFCzg5OeH5558v99isli5diqioKDRs2BBNmzbF2rVrK3yMqsbkIhGVqaJNXaxLI7VaLfz9/SGXV39jeuvyEovFUu5xGgwGSCQSdokmqiJeXl5wcnISPzxVN4vFInYJ9vHxKfJ77O/vDzc3N+Tl5cFsNmPhwoVQq9WYOXMmLly4UOJxixt7ZKQBbdoU4No1KdLTJXBycqrwe5sgCNizZw9cXFzQpk0bAEB2NtC3rxwFBRJ88okZ/18ykCpAJpNBoVAUaepSmbqL1o6JaWlpAMBO0URUKhcXF7FRi5UgCDCbzSgoKEB2djaysrKg1+uhVqsL3QyjkikUCjg7O8NoNIqJRetKhYr8DGUymdgM0mg0wmAwwNnZmUvTq1FgYCA2b96MgoIC8TGdToeNGzciKCioyPYrV67E6NGjcejQIaSnpxd6zmAw4Omnn0ZcXByGDRuGAwcO4PDhwxg5ciQWL16MM2fOiNt26dIFqampSEpKwnfffYeYmBhMnDgRvXr1KneZr1deeQUXLlzAtm3bcOLECfTq1QsDBgxAQkJCmfueP38eFosFixcvxsmTJxEXF4fly5fj7bffFrcxm81wcnLCmDFjitTfLo9ly5bhrbfewttvv42jR49i+vTpGD9+PL7//vsKH6sqMblIRGWyJhfL+4as1+shlUrh6elZo3VLtFptkQu7kty9JJoXFkRVQyKRwNfXFwAKXUxWl4KCAlgsFnh7exe7LEoqlSIkJATe3t7iTOrZs2fDYDBg7NixyM/PL7KPwWBAZmZmsbMvBw7Mgr9/PhISXODm5lbhmxJnz55Feno6YmJioFKpIAjA8OEyJCdLMGSIBYMGsb6ire78PO8kFyvb1MU6w0ihUCA1NRUAm7kQUemsN5yMRiPMZjN0Oh1ycnKQmZmJ/Px88WZ2cHAwwsPDxSYwVDZ3d3cIgoDs7GxIpVLxxmFFeXh4QCKRIC8vDxKJBB4eHlwOXY2aN2+OgIAAbN++XXxs+/btCAwMFP9OW+Xm5mLLli0YPnw4unXrhjVr1hR6fuHChTh06BB27dqF1157Dc2bN0dYWBj69++Pw4cPo0mTJuK2SqUSvr6+8Pf3R4sWLTB16lR89dVX2LVrV5HjluTIkSMYNWoUHn74YYSFheHNN9+Eu7t7uZKLXbp0weeff47OnTsjLCwMsbGxmDBhAr7++mtxGxcXFyxatAhDhw5FQxs69n355Zd49dVX0adPH4SGhuKFF17AsGHDMGfOnAofqypV/3QiIqrz1Go1ZDKZeHGkUChK/FBtNpvFu4E1XcfQ1dVVXPJQWh0bi8UCg8EAs9kMDw8PLokmqkIajQZubm7IysoSG0JVB2vHZmdnZ3h6epa4nXWGg5eXF9LT09GmTRtMmzYNn3/+Od59913Mnj1b3NZao9FisaCgoABKpbLQe12HDnn49VcTDh70QL9+TvDyqtiYf/rpJwD/Lon+5BMptm2TIjpawPz5FatrS4Xd3THa+sHd1qYu1hnwTk5O7BRNROVirVGel5cHg8EAQRAgl8vh5uYGd3d3uLi4QKVScaWMDTQaDRQKBUwmE3x9fcUkYUW5uLhArVYjJycHzs7OdbZbd8uWLfHPP//U2Ov5+PggPj7epn0HDx6MNWvWYMCAAQCA1atXY9CgQThw4ECh7bZu3YrIyEhERkZiwIAB+O9//4spU6aI/84bNmxAx44d0aJFiyKvoVAoyvws1759e0RFReHrr7/GK6+8Uua4H330UWzduhXdu3eHu7s7tmzZAp1OhyeeeKK8p15IVlYWPDw8bNq3OMV91lWr1Th+/DiMRqPdPttWS6o+NTUVY8eORXR0NBo1aoQWLVrgww8/LLPRQo8ePeDh4VHoa8KECdUxRCKqAKVSKXZ5zs7ORkZGRonLHvV6PQRBqPFZi0DhJQ/3Lo22JiJyc3ORlZWFvLw8yOVyaLXaGh0jUX0nkUjQsGFD8YZEdbF2fXR3dy/XRZSzszPCw8MREhKC2NhY9O3bFxkZGfjmm28A/FsrVhAEeHh4FFs7Uiq1oF27LKSmOmP16rILyN/LWm+xU6dO+PVXCaZOlUKrvVNnsRz16KkUd3eMlslkaNq0Ka5du4br169X+FjW2o3Ozs5icpHLoomoNBKJBFqttlCtt8aNGyMsLAxeXl5Qq9VMLNpIqVTC398fAQEB8Pb2tvnnKJFI4ObmBplMVu5rB6qcAQMG4PDhw7hy5QquXLmCX3/9VUw03m3lypXi4126dEFWVhYOHjwoPp+cnIzIyMhKjSUyMhKXL18u17br16+H0WgUO4iPHj0aW7ZsQePGjSv8usnJyViyZAleffXVCu9bks6dO2PlypU4ceIEBEFAfHw8Vq5cCaPRiJs3b1bZ61RUtcxcvHDhAiwWC+bNm4ewsDCcPXsWr7/+OvLz8/Hee++Vuu+gQYPwxhtviN+Xp/sTEVU/Hx8feHp6IiMjA7du3UJ+fj7y8/OhVCrFpSDWBJ5KpbLb3UCtVouMjAwYDAbxLqfBYBATETKZDGq1Gm5ubnB1dWWXaKJq4OzsDA8PD9y8eRMmk6la6q4ajUbxhkJ5WZdBubm54ZlnnsH169dx5swZPPDAA/D394fRaISHhwcCAgJgNBpRUFBQaKaJyWTC/ffn4+ZNFb74QoY33zShvM0+dTodDh48iKCgILi7R6BrVxlMJgm++MIEToqrvLs7RqtUKkRHR+PYsWM4depUoeY55WEymSCRSKBWq3Hx4kUATC4SUdmsTQaVSiWX21Yxa7fnyrI2nqvKWWQ1zdZZhPbg4+MjLnMWBAHdunWDt7d3oW3Onz+P48ePi8325HI5+vTpg5UrVyImJgZA8bWwK0oQhHInpmfMmIHMzEzs2rULXl5e+PbbbzFgwAD8/PPPaNasWblf86+//kJsbCyef/75Ig1sKmPatGm4fv06Hn/8cQiCgIYNG+Kll17Cxx9/bNf3nmpJLnbq1AmdOnUSvw8JCUFycjJWrFhRZnLRycnJpnXnRFT9ZDKZ2IE1JycHt27dEuvJyOVyKBQKWCwWuLu7V0t36PKwdn7Oy8srNG5nZ2dotVq4urqKy7yJqPo0bNhQnCVsS33C0lhLGzg5Odl0E1Imk6Fdu3Y4e/YsPv/8c7i5uaF3795wc3ODr6+v2Pn6ypUrYvF94E7SyckJiI01Y+1aBYYNk6FtWwHh4Xe+goKAkvKohw8fhk6nQ8uWA9GtmwJ//SXBf/5jxjPPsM5iVbg7uQigUFOXiiYXzWYz5HI5lEolLl68CH9/f9ZHI6IyWW9KUO0lk8nQqFEjew/DoQwePBivv/46AGDBggVFnl+5ciVMJhOCg4PFxwRBgEqlwoIFC6DVatGkSROcP3++UuM4d+4cQkNDy9zu4sWLWLJkCRISEvDggw8CAKKjo3H48GF8+umnWLx4cbleLz09HZ07d0abNm2wdOnSSo39Xk5OTli+fDkWL16M1NRUhISE4IsvvoBGo4GPj0+VvlZF1FjNxezs7HLdIdiyZQs2b96MBg0aoGvXrpg0aVKpF3R6vb7QsiVrVttsNnPqeRWwLg2y/pfIysXFBS4uLjAYDLh9+zYyMzNRUFAAhUIBNzc3u8aMu7s7bt++DZVKBY1GI9a5uftOTknjY8yTI6vK+JdKpfDy8sK1a9fKrINaUUajERaLBRqNRuzGaYtXXnkFBw4cwOeffw6dTod3330XCoUCZrMZrq6ucHJyQn5+fqGZ2QqFAmPGmLFhg4BNm6TYtOnf48nlAkJC7iQaw8L+TTqGhwvYuXMvgNH4/vt3YDRK8MILZsyYYQTfaqqOXC4Xa51Zk4t//PFHqTMerM/d/V+j0Qi1Wo3MzExkZGTgwQcf5N8Eqjd4nUP1VX2LbYvFIjYqq4qZe/YgCAKeeuopGAwGSCQSdO7cudC5GI1GfPnll5g9e3aRG4G9e/fGxo0bMXz4cPTr1w9vv/02EhIS0Lx580LbWbt/392g896f1759+5CYmIhx48aV+bO0lvSRSCSFtpVKpTCbzeX6t/jrr7/w1FNP4aGHHsLy5cuLHKs4tvwby+Vy+Pv7QyqVYvPmzejevXu5Xqu41xYEARaLpcjvT0WOVSPJxZSUFHz22Wdlzlrs3bs3AgMD4evrizNnzuDdd99FcnIy1q5dW+I+8+bNK1SM3dXVFYmJiUhKSqqzv4S1UXJysr2HQLWcRCIRmx9Yu2vaezwGgwG3bt3CrVu3Krw/Y54cWVXFv/VCJT8/v9zd5svDYDBAKpUiMzMTmZmZlTrW+PHjcfToUXz66acIDg5Gt27dxOdMJhPMZjMyMjIA3LmwvHM3PRk7d8qRnKxGWpoKaWkqXL2qRGqqCqmpSiQnFzczejYAKeRyM956KxXPPJOB/19xS1XEWtvbOlvWy8sLp06dQk5OTpnLhKwfJqwX1iaTSSw47+3tXekZE0S1Da9zqL6qL7FtXcZbVt+K2sha/16n0wEAfvvtNwB3EoHWG8Rmsxlff/01MjIy0L9//yJ18GNjY7FixQoMHDgQr776Knbs2IEuXbrgrbfeQps2beDq6oqEhATMnz8fixYtQlRUFMxmMwoKCnDlyhWYzWbcuHEDe/bswbx589C1a1f07t1bHFNJgoODERYWhlGjRuF///sfPDw8sGPHDuzduxebN28uc//09HQ8/fTTCAwMxLvvvourV6+Kz929QvfcuXMwGAy4efMmcnNzcezYMQD/rrwoTXJyMuLj49GqVStkZmZi0aJFSExMxOLFi8scX3EMBgNMJhMuXbpUZIKeRCIpNKu0NBKhAhm4GTNmFDuV9W6//fYbIiIixO/T09PRo0cPtGvXDgsXLizvSwEADh48iJ49e+LEiRMlTmEtaebivR0eyTZmsxnJyclo3Lgxl5GSQ2DMkyOrjvjPyspCamoq1Gp1ldRRtlgsyMrKglqtRlhYWJWM8+TJk4iJiYFSqcSRI0fEgt2CIODvv/+GwWCAs7OzeA6lFYG3WIC//gJSUqS4eFGCixclOHbsNn755Rq8vAw4cKAZwsN587M63Lx5E9euXYOrqyvkcjlGjhyJvXv34scffyyxZqIgCMjPz4ezs7P4IS4nJwcBAQHYs2cPBg8ejJkzZ2LSpEk1fDZE1YPXOVRf1bfY1uv1uHr1KgIDA+vccvthw4YhMzMTW7duLfb53r17w93dHbdu3YLFYhGb693t+PHjaNeuHX7//Xc0a9YMer0eCxcuxMaNG5GcnAxnZ2fcd999eOWVV9C/f3/I5XIMGzZMnJgml8vh4eGBZs2aoV+/fnj55ZfLXY8wKSkJb731Fn799Vfk5uYiPDwcEyZMwIsvvljmvmvWrCmxecvdeauIiAhcuXKl1G1K8ueff2LQoEG4cOECFAoFYmJi8P7779vc9Ean0yEtLQ0BAQFFVhoJggCDwVCuEkcVSi7evHkTt2/fLnWbkJAQsdba33//jdjYWLRq1QpLliypcHHJvLw8BAQEYOvWrejYsWO59hEEAdnZ2XBycmJysQqYzWacP38ekZGR9eJNmqgsjHlyZNUR/4Ig4OLFi8jJyRFLFFTm77M1+ePr61uldZOWLl2K8ePHIzo6GocOHarSC/lXXnkF69atw5YtW9CzZ88qOy4VlpOTg0uXLsHJyQkqlQpLlizB3LlzERcXh2effbbYfaxdwl1cXCCRSJCfnw+dTofw8HB88sknmDFjBr788kv06dOnhs+GqHrwOofqq/oW29aET11MLlLNEAQBOp2u0t3oS4s1QRBQUFBQruRihZZFe3t7F+nuU5L09HQ888wziI6OxuLFi23qWnP69GkAYIMXIiKiOkoikSAwMBBXrlxBXl6eOEvM1gtlo9EIqVRa5Z3eR44cif3792P79u2YPHlyhVdblCQjIwNbt25Fo0aN0L179yo5JhXv3o7Rdzd1KSm5eC9rd3NrMxcA4kxWIiIiIipetfSpTk9PR2xsLAICAvDee+/h5s2buH79Oq5fv15om9atW4ut1C9duoS4uDicPHkSqamp2LlzJ1577TU89thjaNq0aXUMk4iIiGqASqVCkyZNEBoaCrVajby8PBiNxgofx2QywWAwQKVSVXn3XolEgmXLliE0NBSffvopjhw5UiXHXb9+PXQ6HQYNGlTqcmqqPGty0VqMvFmzZgDuNHUpD2tzIIVCAYVCISYXS1pSTURERHXL+vXr4eHhUexXdHR0mfvPmjWrxP1jY2OrZIzR0dElvsb69eur5DWqQ7U0dNm/fz9SUlKQkpIitu+2shZFN5lMSEpKQkFBAYA7F4T79+/H0qVLkZ+fD39/f8TGxuK///1vdQyRiIiIapBEIoG7uztcXV2RlJSE/Pz8IsW7S2M0GpGbmwsA8PDwqJYlT+7u7pg2bRqGDRuG/fv349FHH63U8QRBwOeffw6JRIIhQ4ZU0SipJDKZDAqFQkxca7VahIaG4s8//yxXx3JrAXonJydIpVKkpKTA29u7QnFKREREtVdsbCxat25d7HPluQk8fPhw9O7du9jnqqK2OAB8++23Jd6Er82reqsluThgwAAMGDCg1G2CgoLERCMABAQEYMeOHdUxHCIiIqol5HI53Nzc8M8//4hLUMui1+uRn58PiUQCX1/fcpdosYX1gvP333+v9LF+++03nDlzBp07dy6xMR1VLScnJ+Tk5IjJxKioKFy6dAnnzp0rcUaCtVh5QUEBJBIJnJ2dkZubi2vXruGRRx6p4TMgIiKi6qLRaKDRaGze39PTE56enlU4oqLK2525tqmWZdFEREREJfHy8oJMJoNOpyt1O2sR6by8PMhkMvj7+8PHx8emOs7lFRERAY1GI5ZtqYwvvvgCADB06NBKH4vKp2HDhnB1dUVeXh70er2YUCxpabQgCOKsWGvy2sPDQ1wSHR4eXmNjJyIiIqqrmFwkIiKiGqVSqeDi4gKj0QhBEIrdxppYzM/Ph1KpRGBgIDw9PSvVDa88pFIpHnroIaSnpyM9Pd3m45w5cwbr16+Hr69vldXgobLJZDKEhobCxcUFubm5Yt3uU6dOFdnWZDIhJycHFosFzs7OCA4ORsOGDSGTyZCSkgKA9RaJiIiIyoPJRSIiIqpREokEXl5eAO4seb6XIAjIz89HQUEBnJ2dERQUBK1WW+2JRauWLVsCsH1ptNlsxsiRI2E0GvHBBx+wkUsNsyYYnZ2dERAQAI1GUyi5KAgCdDodcnJyYDaboVKpEBQUBDc3NzHGrA197r//frucAxEREVFdwuQiERER1TiNRgO1Wg29Xl9o9qLFYkFeXh50Oh1cXV0RFBQEV1fXGh1bq1atANieXFy2bBl+++03dO7cGS+++GJVDo3KSS6XIywsDK6urhgwYACuXr2K7OxsMb7y8vIgl8vRqFEjSCQSKJVKcV+LxYKtW7dCpVKhS5cudjwLIiIiorqByUUiIiKqcVKpFO7u7jCbzcjNzRU79ebm5kKv10Or1SIoKKjKOu9VhDW5aEvdxdTUVLz11ltwdnbGokWLamy2JRWlUCgQEhKC8PBwdOzYEWfPnkVOTg4MBgM0Gg1CQkKKbQ509OhRXL16FV27doWbm5sdRk5ERERUt1RLt2giIiKisnh7eyM/Px/Z2dnIyMiATCaDIAjw8vJCo0aN7LacODg4GN7e3oiPj4cgCOVOEAqCgLFjxyI3NxdxcXHsEF0LqNVqeHl5wdPTE9nZ2RAEAT4+PmjQoAEUCgXMZnORfbZs2QIA6NOnT00Pl4iIiKhO4sxFIiIisguZTIaQkBBERkbCx8cHcrkc3t7e8Pf3t2udQolEglatWuH27dtiY4/y2Lx5M3744Qe0atUKY8aMqcYRUkW0atUKu3fvxqFDhxAQEAA/P78S48tsNuOrr76Cs7Mznn766RoeKRERUd03dOhQKJVKjB49ushz48aNg1KpxNChQws9fvToUajVavTs2bPYYxoMBsyZMwctW7aEVqtFo0aNEBMTg9WrV8NoNBZ6XaVSKdZd7tatG1atWgWLxVIl55abm4vx48cjNDQUbm5uiIqKwmeffVaufW/fvo3XX38dDz74INzc3BAeHo4JEyYgKyur0HYTJkzAI488AldXV3E1TUVs2bIFrVq1glarRePGjfHxxx9X+Bi2YHKRiIiI7EYikUCtViMwMBCRkZHw8/ODTCaz97Aq3NTl1q1bmDhxIuRyOZYuXVorzoHuiIyMhE6nw86dO7Ft2zZkZmaWuO0vv/yCa9eu4emnn4aLi0vNDZKIiKgeCQwMxObNm1FQUCA+ptPpsHHjRgQFBRXZfuXKlRg9ejQOHTqE9PT0Qs8ZDAY8/fTTiIuLw7Bhw3DgwAEcPnwYI0eOxOLFi3HmzBlx2y5duiA1NRVJSUn47rvvEBMTg4kTJ6JXr14wmUyVPq9JkyZh9+7dWLVqFU6dOoVx48Zh/Pjx+O6778rcNz09Henp6Zg9ezYSEhLw+eef48cff8Tw4cOLbDt48GCbVlDs2rULgwYNwvDhw5GQkICFCxdi4cKFWLJkSYWPVVFMLhIREVGtIJfLIZXWjksT653iEydOlGv7yZMn459//sF//vMfREdHV+fQqIKkUin69++PrKwsjBo1CoGBgejduze2bdsGnU5XaFsuiSYiIqq85s2bIyAgANu3bxcf2759OwIDA4tcJ+Xm5mLLli0YPnw4unXrhjVr1hR6fuHChTh06BB27dqF1157Dc2bN0dYWBj69++Pw4cPo0mTJuK2SqUSvr6+8Pf3R4sWLTB16lR89dVX2LVrl3hcQRAwc+ZMhIeHw9XVFcHBwZgwYUK5zuvIkSN46aWXEBMTg5CQEAwbNgxRUVE4fvx4mfs2bdoUmzdvRo8ePRAeHo727dtj5syZ2LFjR6HE57x58/Daa6/ZVF7nyy+/xDPPPIPhw4cjLCwM3bt3x+TJkzFnzpxCDRSrQ+24giciIiKqRSoyc3HPnj1Yu3YtmjRpgmnTplX30MgGixYtwsmTJzFlyhQ0atQI3377Lfr164eQkBC8++67OHjwIAwGA7Zt2waNRoOuXbvae8hERERFtGwpR1BQzX21bGl7m47BgwcXShSuXr0agwYNKrLd1q1bERkZicjISAwYMACrV68ulAjbsGEDOnbsiBYtWhTZV6FQlLnSoH379oiKisLXX38NANi2bRsWLlyIxYsX4+zZs9i6dSuaNm1arnN69NFH8f333+Ovv/6CIAjYv38/kpKS0Llz53Ltf6/s7Gy4ublBLq+adih6vR5qtbrQY05OTrh69SquXLlSJa9REiYXiYiIiO7h6+uLgIAAnDhxotimH1Z5eXliTaGlS5cWuaCj2uOBBx7Ae++9h/Pnz2Pfvn149dVXIZVKsX37dnTp0gXBwcG4efMmYmNj+e9IRERUSQMGDMDhw4dx5coVXLlyBb/++isGDBhQZLuVK1eKj3fp0gVZWVk4ePCg+HxycjIiIyMrNZbIyEhcvnwZAJCWloaGDRuiY8eOCAoKwsMPP1ykBmRJ5s+fj/vvvx+hoaFwcXFBjx49sGDBAjz++OMVHtPNmzfxwQcflPu1y+Opp57C119/jZ9//hkWiwUXLlzAvHnzAADXrl2rstcpDrtFExERERWjZcuW+Oabb3Du3Dk8+OCDxW4zc+ZMXLp0CcOGDcMTTzxRwyMkW0ilUrRt2xZt27ZFXFwcVq5ciYMHD2Lnzp0AgJdeesnOIyQiIipefHzl6wbWFB8fH3GZsyAI6NatG7y9vQttc/78eRw/flwsSyKXy9GnTx+sXLkSMTExAFAly3kFQYBEIgEAPP/88/jkk08QGRmJp556Cl27dkWPHj3KNXtw8eLF+O2337Bt2zYEBQXhl19+wfjx4+Hn54eOHTuWezzZ2dno2bMn7r//fkyfPt3m87rX0KFDcfHiRfTq1QtGoxFubm4YM2YM3nvvvWovPcSZi0RERETFsNZdPHLkSLHPx8fHY8GCBWjUqBE++OCDmhwaVRGVSoX27dtj/fr1uHr1Ko4dO4ZOnTrZe1hERET1wuDBg7F27VqsW7cOgwcPLvL8ypUrYTKZEBwcDCcnJzg5OWHZsmXYvn272EW5SZMmOH/+fKXGce7cObGGYWBgIBITE7Fw4UI4OTlh3Lhx6NChg9h1uiQFBQV4++23ERcXhx49eiAqKgqjRo1Cnz59xNmB5ZGTk4MePXpAo9Fgy5YtUCgUlTq3u0kkEnz44YfIyMhAcnIy0tLS8PDDDwOATTUcK4LJRSIiIqJidOvWDcCd4tj3MhqNGDFiBCwWCxYsWAB3d/caHh1VNa1Wi+bNm9t7GERERPVGly5dYDAYYDQa8dRTTxV6zmQy4csvv8RHH32E48ePi1+///47/Pz8sGnTJgBAv379sHfvXiQkJBQ5vtFoRF5eXqlj2LdvHxITE/Hss8+Kjzk5OaFHjx6YN28efvrpJxw9ehSJiYmlHsdoNMJoNBaZASiTyWCxWErd1yo7Oxvdu3eHUqnEtm3bqq0Mi0wmg7+/P5RKJTZt2oQ2bdrAx8enWl7LisuiiYiIiIoRFRWFVq1a4fDhwzh//nyhej/z5s3DqVOn0KtXL/Tq1ct+gyQiIiKqpWQyGU6dOiX+/9127NiBjIwMDBkyBFqtttBzvXr1wsqVKzF8+HCMGzcOP/zwA7p27YoZM2bgscceg0ajQXx8PObMmYNly5aJNwcNBgOuXbsGs9mMGzdu4Mcff8RHH32E7t27i2VP1qxZA7PZjIcffhjOzs5Yv349nJycEBQUVOq5uLm54YknnsDUqVPF7Q8dOoR169YhLi6uzJ+FNbGYn5+PVatWITs7G9nZ2QDuLCG3/nySk5ORm5uL69evo6CgACdPngRwp3a0Uqks9TVu3ryJbdu24YknnoBOp8OaNWvw1VdfYe/evWWOr7KYXCQiIiIqwZAhQ/D7779j5cqVmDVrFgAgKSkJ7733HrRaLebPn2/fARIRERHVYm5ubsU+vnLlSnTs2LFIYhEAnnvuOXz88cc4deoUoqKi8MMPP2DBggVYvnw5pkyZAmdnZ9x3330YPXp0oU7PP/74I4KCgiCXy+Hh4YGoqCjMmzcPL7/8sjjjUKvVIi4uDpMmTYLZbEbTpk2xfft2eHl5lXku69atw1tvvYVBgwbh9u3bCAoKwsyZMzF8+PAy901ISMCxY8cAAPfff3+h5y5cuICQkBAAwMiRIws1tGndunWRbUqzdu1aTJkyBYIgoE2bNtizZ4+4NLo6SYSqqI5ZiwiCgOzsbDg5OYkFO8l2ZrNZnK1x750GovqIMU+OjPFfVHZ2NoKCguDq6opLly5BJpPhqaeewsGDB7F06dIq7fBHNY8xT46GMU/1VX2LbZ1Oh7S0NAQGBlbb0lmq2wRBgE6ng1qtrlTuq7RYEwQBBQUFcHNzK/M1OHORiIiIqARubm54/vnnsXbtWuzYsQO3b9/GwYMH8cQTT2DIkCH2Hh4RERERkd2xoQsRERFRKV555RUAwNy5czFlyhSoVCosWbKkSEFvIiIiIqqbfvnlF3h4eJT4VZb169eXuG90dHSVjDE2NlY8pqenJ/z8/ODp6QkPDw+xfI+9cOYiERERUSkee+wxRERE4OjRowCA9957DxEREXYeFRERERFVlZYtW+L48eM27x8bGyvWR7yXQqGw+bh3+/TTT1FQUADgzpJlvV4PlUoFiUQCT0/PKnkNWzG5SERERFQKiUSCIUOG4I033kCzZs0wceJEew+JiIiIiKqQk5MTGjdubPP+Go0GGo2mCkdUlL+/v/j/VVVzsaowuUhERERUhhEjRuDGjRsYOnRold19JiIiIiqONVlUz/rvUi1W2QQlk4tEREREZXB1dcXs2bPtPQwiIiJyAHL5nVSNTqeDk5OTnUdD9ZnRaASASndZr7bkYlRUFNLS0go9Nn36dEyYMKHEfXQ6Hd566y1s27YNBoMBHTp0wJw5c9CgQYPqGiYRERERERERUa0hk8ng5uaGmzdvAkCtWfpKtYcgCDAYDABsn3UoCAJu3rwJJyen2ptcBIA333wTAwcOFL93dXUtc/vdu3dj1apVcHNzw+TJk/Hyyy/jxx9/rM5hEhERERERERHVGtZJVtYEI9HdBEGAyWSCXC6vVOJZKpWiYcOGtXtZtKurKxo2bFiubbOysrBu3TosX74cTzzxBABg0aJFeOSRR3D8+HE8/PDD1TlUIiIiIiIiIqJaQSKRoGHDhvD29obJZGL9RSrEYrHg0qVLCAgIgFQqtekYEokECoXC5v3vVq3Jxfnz5yMuLg4BAQHo3bs3Ro0aJdYOuNcff/wBo9GIJ598UnwsIiICAQEBpSYX9Xo99Hq9+L31F85sNnPacBUwm82F/ktU3zHmyZEx/snRMObJ0TDmqb6q77FdUh6FHJc15yWXyyu1pFkQhBJ/byqS0K62CB0xYgSio6Ph7u6OY8eOYebMmbh+/Tref//9Yre/fv06lEoltFptoccbNGiA69evl/g68+bNK1Rg3dXVFYmJiUhKSmJmvwolJyfbewhENYoxT46M8U+OhjFPjoYxT/UVY5scTXXGvEQiQXBwcLm2rVByccaMGViwYEGp2/z222+IiIjA6NGjxceaNm0KpVKJCRMmYPr06VCpVBV52VJNmDABo0aNEr+3JhSbNGnCmYtVwGw2Izk5GY0bN650gU+iuoAxT46M8U+OhjFPjoYxT/UVY5scTU3E/N1NY8pSoeTimDFjMGDAgFK3CQkJKfbxli1bwmQyITU1FU2aNCnyfMOGDWEwGJCVlVVo9uKNGzdKrduoUqkKJSsFQUB2djZkMhmTi1VIJpPxTZocCmOeHBnjnxwNY54cDWOe6ivGNjma6oz5alsW7e3tDW9v7woPCABOnz4NqVQKHx+fYp+Pjo6GQqHAgQMH8MwzzwAAkpKScPXq1Qo1c7GePJdEVw1BECCRSCAIAn+m5BAY8+TIGP/kaBjz5GgY81RfMbbJ0dREzN+dXytr8p5EqIZRHDt2DPHx8WjXrh00Gg2OHTuGadOmoVOnTli6dCkAID09Hb169cLSpUvRsmVLAMDEiRPx008/YcmSJdBoNJg8eTIAYPfu3eV+bYvFgpycnKo+JSIiIiIiIiIiIoei0WjK7ChdLQ1dVCoVtm3bhlmzZsFgMCA4OBivvfZaoTqMJpMJSUlJKCgoEB/74IMPIJVKMXDgQBgMBnTo0AFz5syp8OtrNBoA4LLoKpCdnY2mTZsiMTERbm5u9h4OUbVjzJMjY/yTo2HMk6NhzFN9xdgmR1MTMW/3btHR0dH46aefSt0mKCgIGRkZhR5Tq9WYM2eOTQlFq7KyqVQxEokEubm5kEgkTNaSQ2DMkyNj/JOjYcyTo2HMU33F2CZHUxMxX5HjMhNHRERERERERERENmFykYiIiIiIiIiIiGzC5CKVSqVSYcqUKVCpVPYeClGNYMyTI2P8k6NhzJOjYcxTfcXYJkdT22K+WrpFExERERERERERUf3HmYtERERERERERERkEyYXiYiIiIiIiIiIyCZMLhIREREREREREZFNmFwkIiIiIiIiIiIimzC5SEQOJzc3195DILIL9nAjIiIiIqKqxuSiA7t06RJmzZqFlJQUew+FqEakpqbi+eefx4wZMwAAFovFvgMiqkGZmZmFEutMNFJ9ZzKZAPC9nhwHY57qq5s3b+LKlSvIzs4GwGsYqv8uX76MSZMmISEhwd5DKTcmFx2QIAiYOHEiWrZsiWvXrsHPz8/eQyKqVoIg4PXXX0fLli1x/PhxHD58GBaLBVIp3wLJMUyePBkdOnRA//79MWLECFy7dg0SicTewyKqNlOnTkXfvn0BgO/15BAY81QfCYKAKVOmoEOHDhg4cCA6dOiAlJQUXsNQvWXN1Tz00EMoKChAZGSkvYdUbvzL42C2bt2K8PBwnDhxAnv37sX8+fOhVqsB8A4Q1U+LFy9GcHAwEhMTsX//frz99ttQKBS4ceOGvYdGVO1yc3PRr18/nDp1Cp988gn69u2LK1euoG/fvjh79qy9h0dU5c6fP48XXngBO3fuxL59+7B582YAnMlF9RdjnuqrgwcP4rHHHkNCQgKWLFmCt99+Gw0aNMCkSZPsPTSiarFz506Eh4cjPj4eP//8MxYtWgRnZ2cAdSNXI7f3AKhmbdy4ERqNBhs3boSvry/Onj2La9euISwsDA0aNICzszMEQeDdIKoXLl68iJ07d2LWrFkYMGAAgDtLQxMTE2E2mwGA8U712unTp3HlyhV89tlnaNasGdq2bYtOnTohOjoan332GSZPnszZ61SvXLhwAb6+vhg7dix++OEHTJ8+Hc8++ywUCoW9h0ZULRjzVF8lJCSgW7dumDhxIlxdXQEAZ8+exZEjR2A2myGTyXgdT/XK7t27odFosGDBAjRv3hynT59GcnIyGjdujJCQEGg0GnsPsVQSoS6kQKnKJCYm4uWXX0bv3r1x4cIFnDx5Ei4uLsjIyEC7du2wfPlyew+RqMoYDAYoFArxokMQBJw5cwYDBw7E5MmT0a9fPzuPkKh6ff/99xg5ciSuXr0qPnb69Gn07t0bLi4umDp1Kl544QU7jpCoalhLXWRkZODGjRuIjIxEamoqunbtir59++Kdd95hOQyqF+6N49u3b+Off/5hzFOdd2+8ZmRkIDc3F4GBgQDu1F3s168fWrdujXbt2qF79+72GipRlbg35i9evIhx48YhJCQE2dnZOHXqFLRaLa5evYqoqCisXr0aWq3WjiMuHf/a1GNz587Fm2++iZUrV8JgMAAAmjZtis6dO2PhwoVQKBRYtWoVli1bhvfffx87d+7EnDlzANSNabdE97o35pVKJSQSibg0SCKRwNvbG3q9XvydYKxTfVHce36jRo3g6+uLDz74QNxu9erV6N27N1QqFfbs2QOAvwdUN3333XdicX/rxbmHh4dYn8jf3x+vv/46lixZgrS0NEilUsY61WkfffQRxo4di7i4ONy+fRsA4OnpyZinOq+42Pbw8BATi9u3b0dkZCTkcjn++usvjBkzBq+99hpSU1PtOWwim90b8xaLBeHh4ejYsSN+/vlnyGQyrF27FqtWrcKmTZtw5swZzJgxA3q93t5DLxFnLtZDSUlJGDhwIKRSKSIjI7Fv3z40bdoU06ZNQ5s2bZCdnY0FCxZg4MCBCA4OFvf75JNP8PHHHyM5ORlyOVfMU91RUsy/8847aNWqlbid9e5Qt27dEBoaiiVLlnA5BdV5xcX/Aw88gFmzZuHBBx/E8uXL8cYbb+Dhhx/Gn3/+CR8fH+zfvx87d+7E1KlTcenSJXufAlGF/PLLL5g4cSKSk5Mxd+5cDB48uMRtb926hT59+sDPzw/r1q2ruUESVaGrV6/ipZdegtFoxGOPPYbvvvsOfn5+GD9+PHr27FnoWoYxT3VJWbFtdeDAAcjlcrRt2xYAcPLkSXTr1g0bNmzAk08+aafRE1VcSTE/ZswYPPfcc8jNzcWKFSvw9NNPIzw8XNzv66+/xqhRo3Dy5Ek0aNDAjmdQMs5crIesa/UPHDiAFStW4OjRo8jMzMRnn32G5ORkuLm5Yfz48YUSi8CdGS5KpRLnz5+308iJbFNSzC9ZskRMnFgTiwaDAY0bN8bNmzeRm5vLxCLVecXFf3Z2NubOnYu0tDSMGDEC3333Hfr06YPly5cjPj4eGo0GOTk5CAkJEWcIENUF58+fx4oVKxATE4OBAwfi448/xrVr10rc3svLC5MnT8bOnTtx+PBhAMDPP/+M5OTkmhoyUaUdOnQIFosFO3fuRFxcHOLj4+Hr64tPP/0Up0+fhkQigclkAsCYp7qlrNi2iomJEROLABAREQEAnLlIdU5JMb98+XKcOnUKrq6uGDJkSKHEIgAxoVib38uZXKxnTCYTzp07Bx8fH8hkMgBAw4YN8Z///AdXr17F+vXrAQBubm5F9j1+/DhatWqFBx98sEbHTFQZZcX82rVrAdxZMmexWKBUKuHp6Ynr16/D1dWVy4WoTisr/letWgUAaNu2LYYNG4YuXboAAMxmM3777Tc8+OCD8PT0tNfwiSrMw8MD7du3x7Bhw/Dee+/BYrFg8eLFpe4TExODZ599FqNGjULnzp3x0ksvISsrq4ZGTFR5qampUCgUcHFxAQC4uLhg9OjRUKlUWLBgAQBALpeL1zSMeaoryhPbxdm2bRuioqLQuXPnmhoqUZUoLeYXLlwIAMU2btm/fz9at26N1q1b1+h4K4LJxXpGLpdDr9dDp9PBYrGIHXF79eqF6OhoxMfH49SpU+L2aWlpSE1NxaRJk7Bjxw6xwQUTLlRXVCTmrbUXY2JikJiYiEuXLnHmItVppcV/8+bNceLEiULv+RcvXsSlS5fw3//+F0ePHkXfvn0B8D2f6o4GDRrgxRdfRGRkJDQaDd58800sX7680AyXe/3999/IyMhAWloaHnjgAZw/fx4tW7aswVETVY5Op4NMJsM///wjPta2bVt06tQJFy5cwP79+wH8+17OmKe6oryxDdy5hklJScGkSZMwc+ZMPPPMM/D19bXDqIlsV5GYT05OxqVLlzBp0iSsW7cOffv2LXQjqbZhcrEesX6oHDhwIPbv34+zZ89CJpOJyyR69eqFq1evIiUlBcCdN+jPPvsMTz31FP744w9s2rQJzzzzDAAw4UJ1QkVj3lpLNDc3Fy+++CK0Wm2tfXMmKktF4x+4c9fzhRdeQGJiIjZu3IjHH38cAN/zqW65u0nFiy++iGbNmuHDDz8UY/9uSUlJePXVV/H333/j8OHDWLBgQbEzAohqI+tN0f79++P333/HiRMnCj0fExMDlUqFkydPArjzu8GYp7qgorGdmZmJDRs24LnnnsPp06fx1VdfYfTo0bx+oTqjojGfkZGBNWvWoHv37jh9+jQ2b96M/v37A6i91+1s6FLHFBQUwMnJqdjnTCYT5HI5dDodevfuDYVCge3btxcq8vzQQw+hX79+mDx5MgoKChAfHw+LxYInnniiJk+DqNyqIub79++PSZMmwWw2QyaTsYkL1RlVGf/AnQuVy5cvo0WLFjV2DkQVUZ6Yt7LG+q+//orY2FisW7cO3bp1g9lsRmZmJry8vJCVlYXU1FQ0a9aspk6ByCbFXZvcHfNDhgxBSkoKtm3bBi8vL3Gbzp0746GHHsLs2bMBADk5Obh8+TJjnmqNysR2ixYt8NFHHwEAzp07h6ysLDzyyCM1N3giG1RVzCcmJiIrK6tQvdHajDMX6wij0YiJEyfi5ZdfxsiRI3H8+HHxrr3BYABwZ1aW2WxGdnY23njjDRw+fBgrVqwQt8vMzISzszM8PDwAAE5OTmjXrh0Ti1QrVWXMu7u7A4BYk46JRartqiP+gTv16phYpNqovDFvMplw48YNAP++lz/22GN4/vnn8dFHH+HAgQPo27cvPv30U+j1emi1WiZZqFYyGo345JNP8P333wMofG1inZkul8thMBiQkpKCmTNnIikpCUuWLBHrJ5pMJiiVykLv8xqNhjFPdlWVsW393AoA9913HxOLVCtVV8w3bdq0ziQWASYX64Tr16+jU6dOOHPmDLp27YozZ85g4sSJYpFbpVIJAFi2bBn8/Pywd+9etG3bFpMnT8asWbMwYcIE/Prrr4iLi0Nubi5iYmLseTpEZWLMkyNj/JOjqUjMBwQEYM+ePUVKWgwbNgx//PEHnn32WQAQi6MT1UY//fQTHn/8cbzzzjv49ttv8ffffwP4t2ai9WbosmXLEBoaiu+++w6BgYH48MMP8fXXX2Po0KHYuXMn3nnnHaSkpIjNuojsjbFNjoYxfxeBar1vvvlGaNOmjfDXX38JgiAImZmZwqxZswRfX1/h7NmzgiAIwpAhQ4T7779f2LBhg2CxWMR9ly1bJnTr1k147LHHhHbt2gm///67Xc6BqCIY8+TIGP/kaCoT8yaTSdiwYYPg4+MjdOrUSfjjjz/scg5E5ZWbmyuMGzdOmDJlijB37lyhffv2whdffFFoG71eL0yYMEFo0qSJsHHjRsFsNovP/fDDD0KfPn2Ezp07C+3btxeOHz9e06dAVCzGNjkaxnxhrLlYi1ksFkilUqxYsQJz5szB2bNnxeeuX7+OESNGwGg0YseOHfj9998REREBNze3Qvta/z8tLQ3BwcF2OQ+i8mLMkyNj/JOjqUzMW+Xn52PNmjVQq9UYPHhwDZ8BUcUJgoBjx47B09MTTZo0waBBg2AwGDBt2jQ0bdpU3CYlJQU+Pj7Fvs8DwI0bN9CgQQO7nANRcRjb5GgY84VxWXQt880332D//v24du2aGHAymQwNGjTAr7/+Km7XsGFDTJgwAcePH8fPP/+MVq1awdXVVXz+7mCVSqX8kEm1FmOeHBnjnxxNVcW8lbOzM0aOHMnEItVad8c8cKcW1yOPPIImTZoAAAYPHoz09HTs2LFDXEYnkUgQHh5eKJl+9/s8gHrxQZTqNsY2ORrGfOmYXKwlNm7ciIiICHzyySd49dVXMXjwYHz77bcAgBYtWkCv1+PYsWNiUXMAuP/++9GpUyds3rwZQNEgJarNGPPkyBj/5GgY8+Roiot5a7F/i8UifvBs3749Hn74YRw6dAgHDx4EgCI1RYlqE8Y2ORrGfPnwKs3OTCYTPv30U8yfPx9vv/02du7ciXXr1iE0NBRr165FQUEBoqKi8Mgjj+D777/HsWPHxH0bNGgAhUIhFgklqgsY8+TIGP/kaBjz5GhKi/nVq1dDr9dDKpVCIpHAYrEAAIYPHw69Xo+dO3ciLy8PgiAgOTkZwL+dRonsjbFNjoYxXzFMLtpZXl4ebt68iX79+uHFF1+EUqnEI488gsjISOTk5Ih38N944w0YjUasWrUK6enp4v4FBQVwd3e30+iJKo4xT46M8U+OhjFPjqasmDeZTOK2UqkUgiAgIiICTz/9NBISEhAXF4cOHTpg+PDhMJvNTK5TrcHYJkfDmK8YJhft4OLFi+L0WK1Wi549e2Ls2LGQSqVixtvf3x/5+flwcnICcKf20MSJE5Geno6uXbti8eLFGDlyJE6ePIkePXrY7VyIyoMxT46M8U+OhjFPjqYiMa9QKArta90vJiYGJ0+exMKFC9G8eXPs2rWr3n8QpdqPsU2OhjFvOyYXa9D27dsRHR2N/v37o3Pnzli7di0AoFmzZpDJZIW6Bu3evRvNmjWDUqkU7+r37NkTn3/+OTp06IAjR47g9u3b2LFjBx599FG7nRNRaRjz5MgY/+RoGPPkaGyN+Xtnu6xYsQIdO3bE448/jhMnTmD+/PlQKpV2OScigLFNjocxX3lyew/AUezbtw8zZszA2LFjERoain379uE///kPLBYL+vbtC7VaDYlEAkEQoNfr8eeff2Ls2LEAUCgY/fz8MH/+fOh0OqjVanudDlGZGPPkyBj/5GgY8+RoKhPzcnnhj2CtW7fGF198gWeffdYep0JUCGObHA1jvmowuVjNBEGARCLB8ePH4enpiUGDBkGhUKBjx47Q6XRYvXo1vLy80KNHD0gkEgBARkYGcnJy0KpVKwB3puauWLEC77//vnhcXnBTbcWYJ0fG+CdHw5gnR1MdMd+0aVM0bdrUbudEBDC2yfEw5qsWl0VXM2sQnjt3DqGhoVAoFDAajQCAt956CyqVCjt37sT169fFfQ4cOAB/f380bNgQU6dORZs2bZCWlgaj0ehQrcypbmLMkyNj/JOjYcyTo2HMU33F2CZHw5ivWpy5WMX27duHXbt2ISQkBK1bt0bLli0B3Cnq+fbbb8NsNotB6+7ujn79+mHRokVISkpCw4YNIQgCfvzxR/z555+Ijo5GgwYNsHv3brRo0cLOZ0ZUPMY8OTLGPzkaxjw5GsY81VeMbXI0jPnqxZmLVeTatWvo168fRowYgYyMDKxbtw7PPfcc4uPjAQBt27aFRqPB7NmzAfzbSWjQoEHIycnB6dOnAQAFBQUoKCiAs7Mz4uLicOTIEQYr1UqMeXJkjH9yNIx5cjSMeaqvGNvkaBjzNUSgSsvLyxNee+01YciQIcLly5fFxzt27CiMGjVKEARByM7OFuLi4oRGjRoJaWlpgiAIgsViEQRBEJ5++mlh3Lhx4n4JCQk1N3giGzDmyZEx/snRMObJ0TDmqb5ibJOjYczXHM5crALOzs5QKpUYMGAAgoODxXbknTt3xoULFyAIAjQaDfr06YOoqCi88sorSE1NhUQiQVpaGm7evInu3buLx2vevLmdzoSofBjz5MgY/+RoGPPkaBjzVF8xtsnRMOZrjkQQHLzqZBUxGo1QKBQAAIvFAqlUildffRUuLi6YP3++uF16ejpiY2NhMpnQokULHDt2DE2aNMHy5cvRoEEDO42eqOIY8+TIGP/kaBjz5GgY81RfMbbJ0TDmawaTi9Woa9euGDRoEPr37w+LxQIAkEqlSElJwcmTJxEfH4+mTZuif//+dh4pUdVgzJMjY/yTo2HMk6NhzFN9xdgmR8OYr3pMLlaTy5cvo0uXLti0aZM4ddZgMECpVNp3YETVhDFPjozxT46GMU+OhjFP9RVjmxwNY756sOZiFbPmao8ePQoXFxcxWGfPno2pU6fin3/+sePoiKoeY54cGeOfHA1jnhwNY57qK8Y2ORrGfPVicrGKSSQSAEB8fDxiY2Oxb98+REdH44svvkCPHj3g4+Nj5xESVS3GPDkyxj85GsY8ORrGPNVXjG1yNIz56sVl0dVAp9Ohbdu2uHTpEpRKJaZOnYrXX3/d3sMiqjaMeXJkjH9yNIx5cjSMeaqvGNvkaBjz1Udu7wHUR2q1GkFBQXjyySfx/vvvQ61W23tIRNWKMU+OjPFPjoYxT46GMU/1FWObHA1jvvpw5mI1MZvNkMlk9h4GUY1hzJMjY/yTo2HMk6NhzFN9xdgmR8OYrx5MLhIREREREREREZFN2NCFiIiIiIiIiIiIbMLkIhEREREREREREdmEyUUiIiIiIiIiIiKyCZOLREREREREREREZBMmF4mIiIiIiIiIiMgmTC4SERERERERERGRTZhcJCIiIiIiIiIiIpswuUhEREREVapHjx5444037D0MIiIiIqoBTC4SERERkd388ssv8PDwQFZWlr2HQkREREQ2YHKRiIiIiIiIiIiIbMLkIhERERHZLC8vDyNHjkRAQADuu+8+LFq0qNDzGzduRPv27REYGIjIyEgMGzYM//zzDwAgNTUVsbGxAICQkBB4eHhg1KhRAACLxYK5c+ciOjoajRo1Qrt27fDNN9/U7MkRERERUZmYXCQiIiIim02fPh2HDx/Gl19+ia+++gq//PILTp06JT5vMpnw5ptv4tChQ1i3bh1SU1PFBKK/vz/WrFkDADh+/DjOnTuHDz/8EAAwd+5cbNq0CXPnzsWRI0cwatQojBgxAocPH675kyQiIiKiEkkEQRDsPQgiIiIiqntyc3MRHh6OZcuWoVevXgCAjIwMPPjggxg0aJCYKLxbQkICOnTogLS0NLi6uuKXX35BbGwsLl++DK1WCwDQ6/UICwvD9u3b0bp1a3HfcePGIT8/H59//nmNnB8RERERlU1u7wEQERERUd106dIlGAwGtGzZUnzMw8MDjRs3Fr8/efIkZs2ahcTERGRlZcFisQAArl69ivvuu6/Y46akpCA/Px/PPfdcoccNBgOioqKq4UyIiIiIyFZMLhIRERFRtcjLy8Pzzz+PDh064LPPPoO3tzeuXr2K559/HkajsdT9AGDTpk1o1KhRoeeUSmW1jpmIiIiIKobJRSIiIiKySWhoKBQKBeLj4xEYGAgAyMzMxMWLF9G2bVskJSXh9u3beOeddxAQEADgzrLouykUCgCA2WwWH4uMjIRKpUJaWhratm1bQ2dDRERERLZgcpGIiIiIbOLq6oqXXnoJ06dPh6enJ7y9vfG///0PUumdnoEBAQFQKpX47LPP8Morr+Ds2bOYM2dOoWMEBgZCIpHgxx9/ROfOnaFWq6HRaDBmzBhMmzYNgiCgTZs2yM7Oxm+//QaNRoP+/fvb43SJiIiIqBjsFk1ERERENps5cyYeffRR9O/fH88++yzatGmD6OhoAIC3tzcWL16Mb775Bm3atMH8+fMxc+bMQvv7+fnhjTfewLvvvouIiAhMnjwZADBt2jRMmjQJ8+bNwyOPPILevXtj9+7dCAoKqvFzJCIiIqKSsVs0ERERERERERER2YQzF4mIiIiIiIiIiMgmTC4SERERERERERGRTZhcJCIiIiIiIiIiIpswuUhEREREREREREQ2YXKRiIiIiIiIiIiIbMLkIhEREREREREREdmEyUUiIiIiIiIiIiKyCZOLREREREREREREZBMmF4mIiIiIiIiIiMgmTC4SERERERERERGRTZhcJCIiIiIiIiIiIpv8H1SOHWGpwvkWAAAAAElFTkSuQmCC\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 0x1326a2f70>"
]
},
"execution_count": 14,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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"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 0x132028c10>"
]
},
"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: 1.2.4 [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: 0.2.74b0 [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\n",
"Charts by Matplotlib Finance v: 0.12.7a12 [pip install mplfinance] https://github.com/matplotlib/mplfinance\n",
"\n"
]
},
{
"data": {
"text/plain": [
"<__main__.Chart at 0x131b9ddf0>"
]
},
"execution_count": 17,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"Chart(df, style=\"yahoo\", title=ticker, verbose=False,\n",
" last=recent_bars(df), rpad=10, clr=True, squeeze=True,\n",
" show_nontrading=False, # Intraday use if needed\n",
")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Lazybear's TradingView Squeeze"
]
},
{
"cell_type": "code",
"execution_count": 18,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 1200x1000 with 8 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"Pandas v: 1.2.4 [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: 0.2.74b0 [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\n",
"Charts by Matplotlib Finance v: 0.12.7a12 [pip install mplfinance] https://github.com/matplotlib/mplfinance\n",
"\n"
]
},
{
"data": {
"text/plain": [
"<__main__.Chart at 0x131b8eb50>"
]
},
"execution_count": 18,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"Chart(df, style=\"yahoo\", title=ticker, verbose=False,\n",
" last=recent_bars(df), rpad=10, clr=True, squeeze=True, lazybear=True,\n",
" show_nontrading=False, # Intraday use if needed\n",
")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Archer Moving Averages Trends\n",
"Archer Moving Average Trends (__amat__) returns the long and short run trends of fast and slow moving averages.\n",
"* The _pink_ background, on the Price chart, is when Archer MAs are bearish. Conversely, a _white_ background is bullish"
]
},
{
"cell_type": "code",
"execution_count": 19,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 1200x1000 with 6 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"Pandas v: 1.2.4 [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: 0.2.74b0 [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\n",
"Charts by Matplotlib Finance v: 0.12.7a12 [pip install mplfinance] https://github.com/matplotlib/mplfinance\n",
"\n"
]
},
{
"data": {
"text/plain": [
"<__main__.Chart at 0x132981520>"
]
},
"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: 1.2.4 [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: 0.2.74b0 [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\n",
"Charts by Matplotlib Finance v: 0.12.7a12 [pip install mplfinance] https://github.com/matplotlib/mplfinance\n",
"\n"
]
},
{
"data": {
"text/plain": [
"<__main__.Chart at 0x131ba3d00>"
]
},
"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 individuals 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
}