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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 v0.3.32b0\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 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 - v0.3.32b0\n",
"\n",
"Indicators and Utilities [149]:\n",
" aberration, above, above_value, accbands, ad, adosc, adx, alligator, 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, dm, donchian, dpo, ebsw, efi, ema, entropy, eom, er, eri, fisher, fwma, ha, hilo, hl2, hlc3, hma, hwc, hwma, ichimoku, increasing, inertia, jma, kama, kc, kdj, kst, kurtosis, kvo, 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, reflex, rma, roc, rsi, rsx, rvgi, rvi, short_run, sinwma, skew, slope, sma, smi, smma, squeeze, squeeze_pro, ssf, ssf3, stc, stdev, stoch, stochf, stochrsi, supertrend, swma, t3, td_seq, tema, thermo, tos_stdevall, trendflex, trima, trix, true_range, tsi, tsignals, ttm_trend, ui, uo, variance, vhf, vidya, vortex, vwap, vwma, wb_tsv, wcp, willr, wma, xsignals, zlma, zscore\n",
"\n",
"Candle Patterns [62]:\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",
"\n",
"Total Candles, Indicators and Utilities: 211\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, talib=None, presma=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",
" Args:\n",
" close (pd.Series): Series of 'close's\n",
" length (int): It's period. Default: 10\n",
" talib (bool): If TA Lib is installed and talib=True, it returns the\n",
" TA Lib values. Default: True\n",
" presma (bool, optional): If True, uses SMA for initial value like TA Lib.\n",
" Default: True\n",
" offset (int): How many periods to offset the result. Default: 0\n",
" \n",
" Kwargs:\n",
" adjust (bool, optional): Default: False\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 477.53 | 1.3000%\n",
"\n",
"\n",
"\n",
"==== Price Information =====================================================\n",
"Open High Low | Close 461.1900 461.1900 459.9000 | 464.7200\n",
"HL2 | HLC3 | OHLC4 | C - OHLC4 462.4900, 463.2333, 462.7225, 1.9975\n",
"Change (%) 0.1900 (0.0409%)\n",
"Bid | Ask | Spread 465.31 x 800 | 465.42 x 800 | 0.1100\n",
"Volume | Market | Avg Vol (10Day) \n",
" 95,890,974 | 95,890,974 | 74,366,522 (86,860,270)\n",
"\n",
"52Wk Range (% from 52Wk Low) 368.27 - 479.98 : 111.7100 (26.1900%)\n",
"SMA 50 | SMA 200 466.9664 | 441.0048\n",
"Avg. Return 3Yr | 5Yr 24.8800% | 17.5900%\n",
"\n",
"==== Dividends / Splits =====================================================\n",
"Trailing Annual Dividend Rate | Yield 5.563 | 1.1976%\n",
"\n",
"\n",
"Stock Splits (Last 5 of 117):\n",
"Date 2021-12-17 2021-09-17 2021-06-18 2021-03-19 2020-12-18\n",
"Ratio 1.633 1.428 1.376 1.278 1.58\n",
"SPY(252, 7) from 2021-01-19 00:00:00 to 2022-01-14 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>2021-01-19</th>\n",
" <td>373.363148</td>\n",
" <td>374.241455</td>\n",
" <td>371.794067</td>\n",
" <td>373.669067</td>\n",
" <td>51233300</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2021-01-20</th>\n",
" <td>376.096689</td>\n",
" <td>379.728304</td>\n",
" <td>375.682231</td>\n",
" <td>378.840149</td>\n",
" <td>61836100</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2021-01-21</th>\n",
" <td>379.432228</td>\n",
" <td>379.886198</td>\n",
" <td>378.208549</td>\n",
" <td>379.185516</td>\n",
" <td>47840100</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2021-01-22</th>\n",
" <td>377.221697</td>\n",
" <td>379.076971</td>\n",
" <td>376.817087</td>\n",
" <td>377.843414</td>\n",
" <td>52860500</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2021-01-25</th>\n",
" <td>378.623058</td>\n",
" <td>379.708564</td>\n",
" <td>373.481570</td>\n",
" <td>379.333588</td>\n",
" <td>70402000</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",
"2021-01-19 373.363148 374.241455 371.794067 373.669067 51233300 \n",
"2021-01-20 376.096689 379.728304 375.682231 378.840149 61836100 \n",
"2021-01-21 379.432228 379.886198 378.208549 379.185516 47840100 \n",
"2021-01-22 377.221697 379.076971 376.817087 377.843414 52860500 \n",
"2021-01-25 378.623058 379.708564 373.481570 379.333588 70402000 \n",
"\n",
" dividends stock splits \n",
"date \n",
"2021-01-19 0.0 0 \n",
"2021-01-20 0.0 0 \n",
"2021-01-21 0.0 0 \n",
"2021-01-22 0.0 0 \n",
"2021-01-25 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, study: ta.Study = ta.CommonStudy, *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_study(study)\n",
"\n",
" # Build TA and Plot\n",
" self.df.ta.study(self.study, verbose=self.verbose)\n",
" self._plot(**kwargs)\n",
"\n",
" def _validate_ta_study(self, study):\n",
" if study is not None or isinstance(study, ta.study):\n",
" self.study = study\n",
" elif len(self.study_ta) > 0:\n",
" print(f\"[+] Study: {self.study_name}\")\n",
" else:\n",
" self.study = ta.CommonStudy\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.study.name == ta.CommonStudy.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.study.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(7295, 34)\n",
"[+] Study: Common Price and Volume SMAs\n",
"[i] Indicator arguments: {'append': True}\n",
"[i] Multiprocessing 5 indicators with 7 chunks and 8/8 cpus.\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"100%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████| 5/5 [00:00<00:00, 71.59it/s]\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"[i] Total indicators: 5\n",
"[i] Columns added: 5\n",
"[i] Last Run: Sunday January 16, 2022, NYSE: 11:53:44, Local: 15:53:44 PST, Day 16/365 (4.00%)\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: 1.3.0 [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: 0.3.32b0 [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\n",
"Charts by Matplotlib Finance v: 0.12.7a17 [pip install mplfinance] https://github.com/matplotlib/mplfinance\n",
"\n"
]
},
{
"data": {
"text/plain": [
"<__main__.Chart at 0x133ed41c0>"
]
},
"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 2021-01-19 00:00:00 to 2022-01-14 00:00:00 (252)'}, xlabel='date'>"
]
},
"execution_count": 12,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
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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 0x1361a5880>"
]
},
"execution_count": 13,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 1600x325 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"macddf = df.ta.macd(fast=8, slow=21, signal=9, min_periods=None, append=True)\n",
"macddf[[macddf.columns[0], macddf.columns[2]]].tail(recent_bars(df)).plot(figsize=(16, 2), color=colors(\"BkBl\"), linewidth=1.3)\n",
"macddf[macddf.columns[1]].tail(recent_bars(df)).plot.area(figsize=ind_size, stacked=False, color=[\"silver\"], linewidth=1, title=ctitle(macddf.name, ticker=ticker, length=recent_bars(df)), grid=True).axhline(y=0, color=\"black\", lw=1.1)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### ZScore"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.lines.Line2D at 0x134077d60>"
]
},
"execution_count": 14,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 1600x325 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"zscoredf = df.ta.zscore(length=30, append=True)\n",
"zcolors = [\"darkgreen\", \"green\", \"silver\", \"silver\", \"red\", \"maroon\", \"black\"]\n",
"zcols = df[[\"-4\", \"-3\", \"-2\", \"2\", \"3\", \"4\", zscoredf.name]].tail(recent_bars(df))\n",
"zcols.plot(figsize=ind_size, color=zcolors, linewidth=1.2, title=ctitle(zscoredf.name, ticker=ticker, length=recent_bars(df)), grid=True).axhline(y=0, color=\"black\", lw=1.1)"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.lines.Line2D at 0x1363e4190>"
]
},
"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: 1.3.0 [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: 0.3.32b0 [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\n",
"Charts by Matplotlib Finance v: 0.12.7a17 [pip install mplfinance] https://github.com/matplotlib/mplfinance\n",
"\n"
]
},
{
"data": {
"text/plain": [
"<__main__.Chart at 0x13652dc10>"
]
},
"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: 1.3.0 [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: 0.3.32b0 [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\n",
"Charts by Matplotlib Finance v: 0.12.7a17 [pip install mplfinance] https://github.com/matplotlib/mplfinance\n",
"\n"
]
},
{
"data": {
"text/plain": [
"<__main__.Chart at 0x135b63fd0>"
]
},
"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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Sv93NHa7mkdVTeWfxO3yzeRab921l7ojPCbFCyip1KWc04LOIiIiIiIhIOTFo0CAA/t35L58s/wTLsHjuf88xd8TndE8Jz3GfxuENeH3E6yw840dqhdQkfs8y7l3wZClmLeWdij8iIiIiIiIi5cTBMYCmLJgCwBltzuD6467HMq18921fvRXT+k8C4MVlb/Dd5tkll6hUKCr+iIiIiIiIiJQjiemJvL/kfQCu63FdofY9pdEQbmx3BQBXzx3Ptv07A56fVDwq/oiIiIiIiIiUI+8sfof9WfvpULsDJzQ+odD7P9bzLrrUbM/ujD1c8dutOK5TAllKRaLij4iIiIiIiEg54biO/5av63pch2EYhY4RYoXw7oAXqeqpwuxt87h3wZN5FoBiYmKKnK9UDCr+iIiIiIiIiJQTP637iTV71xAZEsmFHS8scpy21VvyQq+JADyz5DXOjxlDcmZKjtvGxsZmexwXF1fkdqV8UvFHREREREREpJyY/PdkAC7vcjlhwWHFinVZq/N5re+TBJvBfLXpJ/p9eyYrk9bmu5+KP5WPij8iIiIiIiIi5cCaPWv4Ye0PAFzb/dqAxLyi9UhiTv6YBlXrsjJpLX2/OYOvNv0UkNhScaj4IyIiIiIiIlIAJT02zmsLX8PF5aQWJ9GyZsuAxT2udlf+OO1r+tc5npSsVM6dfQ0T/3k2x3GArDFj6bdqFdaYsQFrX8qeij8iIiIiIiIiBXD42DhRweHYrkNUcHhAYu/L3Mdb8W8BMLZH4AsvdarU5sfh73NDu8sBeDT+Rc7+5GwS0xOzb5iSQv+0dEjJeXwgqZg8ZZ2AiIiIiIiIFF1MTAyDBw8u6zSOOfEDJgY03odLPyQpI4kWNVowvMXwgMY+KMgM4tleD9K9Vmeui7ub79Z8R9+3+jLIGFQi7Un5oZ4/IiIiIiIiFdiRMzVJxeO6Lq/+/SoAY3qMwTRK9qv6xS3O5tdTPqNxtcas2bOGj8y32XjJaSXappQtFX9EREREREREytDczXNZsmsJVYOqcmmnS0ulzW5RHfnjyj84LrkaKZ4szm00j/3etFJpW0qfij8iIiIiIiJSKZX0AM2B8srfrwBwYYcLqVGlRqm1W6tqLT5d1onamUHEh6dy4+/34eKWWvtSelT8ERERERERkUqpItwStyV5C1+u/BKAMT3HlHr7DavU4Y4Nx2G68O7az3i9wfZSz0FKnoo/IiIiIiIiUqlYI0dhnXQyQ5Yuwxo5qqzTydPUf6ZiuzYnNDqBztGdC71/XFxcsdq3P5rBniYDefTExwG4ue06/qyWXKyYUv6o+CMiIiIiIiKVS1ISmBZD9qf5fg+ALnMmMKvuHrrMmRCQeAAZ3gym/zMdgOt6XlekGMUt/hw0rtc4zmxyElmmy/mdlrErKCsgcaV8UPFHREREREREJB8JmalsaR1KQmZqwGJ+tuIzdu7fSYOIBpze+vSAxS0KwzCY1u9p2uyrwpbQTC7stAKv4y3TnCRwVPwRERERERERKQMHp3cf3W00QVZQ6SfgZGJs+Ywe1eMhdQ3VgsL5JL4tYV6T2VFJTPjnmdLPSUqEp6wTEBERERERETnWvLHoDf7a+hdBZhBXdb2qdBt3HYzd32Ateg5j33rOaQh8/x1ucH069vLya0YtpkftJHnTZBaHJtMlqiNUaYZb/+zSzVMCRsUfERERERERkVIUuyGWG364AYB7+t9DnfA6pdOw63DXH7dwpT2PDkbCUauNzK3QFnrg+wEg8X1IBKf22djtVPypqFT8ERERERERESklq/esZuTMkXgdL+e3P597+t2T+8befZCyEiMzEXavh3bbIcTBCM7CXDcBw5vMuW3+wfr3L4wl+yFtDzj7cUOb4kZ0xQ3vghvWFmPfCszEXzH2zuEZZw8Yh5pwoofwy79eTuwUhLF7LoaTkWMqWa6jcWMqMBV/RERERERERErB3rS9nPnxmexN38vx9Y9n6oipGIaR88b7N+H55QSM9G2Hlg0+9Ku17W0AWtUEkjdk29VIXQSpi/LMZYVbk5YD3sGt8z9iZj/IoIETYcs6rDvPhYgswGHvFRfwyKLnSMpK4cSwcM4v7AFLuaHij4iIiIiISAUSExPD4MG+KoA1chRDbBtr5Cjsj2aUcWaB02XOBBIyU4kKDid+wMQC7XP4eSmPMrwZjJo5itV7VtOoWiM+PfdTqgRVyXljJwvrj0uyF37y4ZqhYEWAEeS7fSunbaxwZntrMovmfOc25e+6w7JvYIbC1upgmuA4VGt0JWcGd+aXbXM5t8tNBc5Fyh8Vf0RERERERA4o7wUEgNjY2EM5JiUxxLTAscs2qQBLyEzFMsxs06rn9dx0mTOB8BV7SLViC1wsKk279u3ivM/OI25LHGFBYXx+/ufUDa+b6/bm0omYCb8D4FZphNPkAkgzMd7+FLKCIN3EufdRXE81Xn39Pa678Q5o2By2+oo+Lz/3CDdeMRAjJR5j/yrckAa4NQbiRnTn1nmPYxkmLo6/vUGDBuWaS986Pelbp2dgToSUGRV/REREREREDshWWCkl8fHxtGnTplTbrIjyem4SMlNJbB2KfVixKNCigsMJX7qH1A41C7Xfsl3LOOuTs1ifuJ7IkEg+PudjOkd3znV7Y8cszBVPA+AaHuw+H+BG9YKtW7GWzfX3ynEjugKwP6uqr8fOYdLtUNzqJ+BWP6FAOZb3gqcUn8ZrEhERERERyUVMTEyJtxEfH1/ibVR01shRDFm6DGvkqDLLIX7ARB5pe3ahehb9vO5nBrwzgPWJ62levTlzLpvD4KZ5FFrSt2P9eTkGLgBOx4d8hR+RYlLxR0REREREJBexsbFlnUKpFKDKQqGOKymJIfvTICmp5BIqgML0kPll/S+c/tHpJGck069hP+ZePpd2tdrlvoPrYP15BUbGTgCcOsNw2ozLvk1EBDiO71+RQtBtXyIiIiIiIuVUeR/LpjjK4ha70mI7NuNnjcd2bc5pew5vnf4WIZ6QPPcxVzyFufMXANzQetjHvwFG9v4a9pTJJZazVG7q+SMiIiIiIpKDnG41Ku1eOAmZqWxpHeof+Liotz+Vt95DXeZMYFbdPXSZM8G/rLzlWBzv/fseS3ctpUZoDV49+dV8Cz/G7jjMpb7inouB3estCI3Ot513NsexIiiJE/+YxOQNMVhjxmJddDH9Vq3CGjM2EIcilYR6/oiIiIiIiOTkiJm0rJGjMG0ba8prZTeteiFn9zo4ZXqT1Zm+3kMtry3Z/AoopwGay1tPoKJMNw+QlpXGxDm+7e/seyc1qtTIe4fMPb5p3V3fc+q0uxs3umDn4dJGfdmZFce03uOhfn1IeRhMk/5p6b7bw0QOUM8fERERERERCtCrpgTGnek2dyKxjVLoNvdQceHwHjBRweE0XJVOVHB4gWMevv/BKdMP7z1UERTluAMtp+nmC+Llv19mS8oWGldrzHU9r8t7Y9fFmn81RtpmAJxa/XHa31fUlEVypeKPiIiIiIgIHF3ciYxkdtUqEBlZYk3uydrH5pbB7MnaBxzoXfTKq/4CVPyAiQzdXvNQz5MC5FQeBqnOSWFu6zrquCuIPWl7eCruKQAmDJxAqCc0z+3NNa9gbv0GADc4CrvXO2DqBh0JPBV/REREREREcmB/NIPZHdoH/BavPIsg+fQuKqmcSsPhRany0LOnJDwZ9yRJGUl0iu7EhR0uzHNbY88CzMV3+R/bx0+Hqg1LOkU5Rqn4IyIiIiIiAiXe08caOQrrpJOz9ewpikGDBgUuqTJSUXv25GVj0kZe+fsVAB4b/BiWaeW+cdo2rLhzMZxMAOzWt+DWO6U00pRjlIo/IiIiIiIilEKvmqQkMK1ijxtUmEGRXdfFm56E67pFbi8QcprdqzJxXZebf7yZTDuTwU0GM6z5sNw3ttOx4s7DSPsPACeqD06nR0opUzlWqfgjIiIiIiKSi1LvZVPM3keHF1k2J28maeVX7Ip/i12L32H/jnhSsspm0Ocjp6w/UlGnsC8vJi+YzHdrviPECuGZ/z2DYRg5b+i6WAvGYu75y/ewSiPsvh+DGVyK2cqxSCNJiYiIiIiI5KK4U4/HxMQUKob90QxmT5jAwIlFux0qITOVva1C2Ld1Pt3nv0pmhq+HkZ2eSOrGOTTb2ocrW49kbNvLaBbRqEhtlIhCTmFfnizZuYQ7f7kTgCeGPEHH6I65bmuuehZz4/sAuFZVvP0+hdA6pZJnjrxejL//hvXrMRITYeNGjHXrwLYhKwvrvPN8yxMTcc4+G+ell8ouVykWFX9ERERERERKSGxsbJELSCkZKXy9+mvirDie/v1pTMP0/xgYmIaJp/5mTEwM18X4ZxppO5eQmbSRjL3rAPCE1aF6s8Fkpmxn3/ZFJGck8vzSaby47A1Oa/Q/bmp/Jf3rHJ97TxXJU1pWGpd8eQkZdgYntzg5z6ndjW3fYy6+x//YPn461OgW2IQiIiAlhblhVemfy5hDtRL3c8LirfSN34znxvq+4k5uOc/fc+j3XbsCm6uUKhV/RERERERESkNkJCQlMTs8nCFWzl/MvY6XsC5hXPrlpXy58kvSvGnggV9jfs05ZsvDfv/+sMKDYfLwwIm8uG87HtNDUFgdQqI7Mi2yBy8te4NZW3/jy00/8uWmH+lSsz1PHXcfg+v1DdyxHiPuibmHpbuWEl01mqmnTs29iJa8HOuPSzDwjb1kt78Pt+E5Ac/HnjIZgHmTJtFn/HjfQq8XY+FCjNhYzNhYZi9bVqiYbpUqUL06bkREoNOVUqTij4iIiIiISEFERjLbtrMVbvK6ravLnAmE193D9Fm3ERUcTvyBgaSPvK3LdV28+3Zxx6w7mLF0Btv3bfeva1WzFVV2VaFbt244rnPUj4vLjh07iKodheM6zN69nOBUl8gOA7mz7528NOs2fyzDMDi54WBObjiYpXtX8cryN3l/7efE71nG2b9czZ+nfUPryOaBPmuV1pcrv/TP7jXttGlEh0XnvGHmHjxzz8bwJgPgNDgLp/19JZpbeGoqxscfY8bGYvz2G0ZKSo7budWr4w4dinv88bhRUQCYz78AwcFgmtjvvQshISWaq5QOFX9EREREREQKIKfxePK6rSshM5XE1qFYB34/UqadCTuXsnf7Iuz0PTx/YHmtKrU4v/35XNTpInrW68mDDz7IxFMLPgbQhAkTmHhy3tt3qNGaV/s+zsPd72BkzBjm7PiTS+fczJxTPiPY0uDDeXFdl8kLJnPbz77C2g09b+CkFiflvLGThfX7hRj71vr2jeyMffwbYARu7qW+fftCVhbGnDkYn36KGRvLjStW5Lr90mZRxHVuxJzO9Xnj7k/Bc1hZYOtWeONNME1wHBV+KhEVf0RERERE5JjUZc4EEjJTfb1yBviKJaU1u1dyRjIjPxvJzg2zAQixQhjRagQXd7qY4c2HE2QFlUoeUaE1eHvAC/T46iQWJvzLAwsn8cRx9+S/YwCU+kxqAZBpZ3LLj7cwbdE0AC7qeBGPD3k81+3N+Dswd/qeYzekNt5+n4EnLDDJbN+OERvLCbGxGNdem2vvnsTwEP7o2IDfujTgwauf5bq1bxO2KpF9ratnL/xIpaZnWkREREREjkkJmalYhpmtV05xZ/cqiBRSGPLuEBbvXExYUBg3tbuJmwbfRFRYVIm3fRQnnYb2Fj48/haG//Ygzy59nRPr9+d/DQaUeNOlca4Dade+XYyaOYrfNv+GgcFjQx5jXK9xuY7zY6ybjrXGd1uYawRh9/0EwpoUL4nlyzG/+ALz118x8ujdsy06muhRo3AHDmRQ6lcYlgfbdXiwdm1m1R7PpLmTGH/p+AI3GxcX5+thJBWWij8iIiIiIiKlZPnu5bwT/A7JO5OpE1aHmefOJCwpjOqh1UsvCW8Sxt5YzISfMPbGYjj7GAYktgrl25R0fl54Hd3CP6FWZLvSyykH2XoG5TDeUp6OGFx7876t3L/gaaKrRNEnuid9o3tQp0rtAueyeOdizvnkHDYmbaRaSDXePeNdTm55cq7bG7t+w1p4o/+x3eMV3FrFKJ6sXo11112YX3+d42q3enXc4cNxevXCHTCAt956i/HjxgHg/PYNBTxruVLxp+JT8UdERERERKQUzNs8j7M/OZtkI5lWNVvxzahvaBzRmJVJK/Pcr8i3R7kul6cv5orMJdRw0gjFiyduCoablePmkaRzYQRcSCqZ/47AbHwjTsOxYIYWrf3CyKG4c3jPIPujGTgxMdiDB/vGpcmHfdjg2s3GXcWwd4awLmUTAM8v9d2y1bJaM/pG96Bf9HH0rdOT1tWa59iLJ2PPWga+PZB9WftoUaMFM8+bSbtaeRTG9m3AihuJ4Xp9ubS6EbfZ5fnmnKP//sN89FHMN9/EsG3/YtcwcDt3xh04EHfQINwuXaBRI/+5CWShZugfkwiLTuSHPyYx6+xnAxZXSpeKPyIiIiIiIiUsfc8aTvrgJDLsDHo36M3M82ZSq2ot7MO+0OemSLdH2WlYf4/lybRcpog/wPVUx60xmHWrFtIiajeGsw+AYMOBzS9g7voCu/lDuDUGFj6HwqR7eHEnF0U5D0kkMez9YaxL2UTziMbU2lmN/fW9LN27kjXJ61mTvJ531nwKQK2QmvSJ7kG/OsfR1zkJ17FJ2f43qVt+B2BI0yF8cNYH1KxSM/cGs1LwzDsbI3M3AE6doTidnyx03iQkYD79NOarr2Kkp/sXu1FRONddh3PmmRCV+22CxSr+REQw17Hpb/oKcXuz9pHcPAQ7a1/RY0qZU/FHRERERESkgIrSC2ff9n9I3jgHgNNbn867Z7xLlaAqAc7skMigZKyYIZh7F/iXJWZWIzKqLjhBuFZV3LCOuFHDcKsdB4aHT76axPhxN2OkLubnxXcylDUEGWCkb8Sz7DKcqBHYze6HkLollnegxwDalLSJD4I/IDExkRYRTfjppA/5aPIHjD9jPHszkvhj10Lidv5N3I75zN8dz+6MPXy9+We+3vwz/P2Yb0Yu1wHg+p7X89SJT+U9ELfrYP11BUbSEt/D8FbYvd8HsxBfu1NTMV98EfPZZzGSkw+FjojAufpqnKuugvDwIp2PgrKnTGbepEn0GV/wMYGk/FPxR0REREREpIAOL1BYI0cxxLaxRo7Cfu7o22Fc1yV502/s274QgDHdx/DcsOewzOKOwJI7Y/c8rm/xJube/b4crKrYx0/nqamLmThxYt63TJlBuNV6EN3+Jbr9cDKvRsOAAzUqM+FbjL2xOE3G4dS7DIyy/yqZ1zg0m5I28b/3/0eikUiLGi34aei7NAqr719fIySSkxsO5uSGvuczw87gn4QlxO1cwLwd84nbvZCEtAQwTCKaDOS5Yc/lm4+5dCLm1q8AcIMi8fafCcE1CnYwGRmY06ZhPv44xs6d/sVuSIivp8/tt0NmZsFiieTALOsEREREREREykJUcDgNV6UTFVzEnhRJSQzZnwZJSUetyvBmkLz2R3/hJ6xhX14Y/kLJFn7WTcOKHUa450Dhp2pTvEPm4DY8p1BxOtdsR4NaAxi4Bd4x+uF6fLc5Gc4+rPUP44k/DSN5QT5RSl5cXFyOyw8WftYnrqe6W52fL/o5W+EnJyFWCL2jezCu4zV8duJUtt6ylZqdLia621VUie6Yby7G5o+xlvumfHcxfT1+ItrkfxC2jfHuu3g6dsS69VZ/4ce1LJwrr8S7bBnOk09CrVr5xxLJg4o/IiIiIiJyTIiJicn2OH7ARIZur0n8gIkBiW+NGYt10cWkXH81p844lYw9q8EwiWwxnLD6PXKdErzYnEzMBTfgWXCdfzBnJ3ow3qFxUL0zUPjb1cZ1vBaAsesWsrPDTOw6F+Liy9/YtxzPv+dgrbkLsvYG7jgCwM5I8Rd+WtRowUWZF9GwWsNCxzEMA0+VGlhBVfPfeO9CrL+u9j90ujyBW3dY3vu4LsaXX+Lp0QPPVVdhbNx4aP9zzsG7aBH2lCm+QZxFAkDFHxEREREROSbExsYetazIM2nlJCWFzVUyGdg2jl83/YppBdM67GRColoXvXdRftJ3YP06HGvd6/5F83b3xD7hWwg51FuksOPpDK7Xl641O7Dfm8aUtV/jtHwMu/NnuGHt/duYO2bgWXgixo6P/WPjlCU7I5m9K2ayPnE9LWu05OeLfqYa1Uq20fTteOadg+H4BmV2ml6K0+rmPHcxYmOxTjgBz3nnYSxb5l/uDBtG1h9/YH/4IbQpQK+hEqRp3SsfFX9EREREROSYFchBhheFp9Kv5yKWROynXng9/rh8LuckdGbL0GcC1rsom6QleH7ph7l7HgCuGYL3uGl8u/1/hRtkOAeGYTCu4zUAvLr8bdK96bgR3fF2+Qq72QO4lq+YZXj34FlzB9aSkbBvRfGOB8DxYvz3FVbceVizB2DNPRPrr6sw4+/AXP4kxrppGLu/x0j6nVpVEiBzJziZ2BkpJCz/DCcjmZY1WvLTRT/RsFrDQhf3cruVLEd2Ota88zDS/vOlHtUHu/srkFsPr3XrsEaMwDNsGOZffx065F698P78M/Y330D37oXKt6So+FP5lP0oXSIiIiIiIiWsy5wJhNfdw/RZtxEVHB7QYky6YfPQwqd5plc8XtOlXWoVvr7+NxpHNuZzPg9YO4czdszGijsfw+ubEcoNrY/d7xPcmscBEwoVa+gfkwiLTuSHPyYxq/ehGZ7OaXoK9y14ik37/mPiT0/z+Cn3g+HBqX8lTtQIrA0PY+7+BgAzeT7GohE49a/CaXwzWGEFT8B1IW0z5vq3Mde/4S+m5Gd0V2D+hzAf1jsGu+u5JDgW7evXI3TZ3bih0QxpPwLXdQt+HtYkss+MY9bZRw/gfWTO1oLrMPf86XtYpSF234/BCslxc+O777AuvxwjMfFQiA4dsB96CPfUU3MvGIkEiIo/IiIiIiJS6SVkppLYOhTrwO+BEhu5hzEtlrJ6cSyYcMbOKKYtbUlkZOOAtXEkY8M7WH+PwXC9ADg1umP3+xyq1AMKfyvb3qx9JDcPwc7al215kBnETe2vZPz8h3lr26dMtO8k2Ar2rQypg93mZZw6I7HWPoCRvh4DG2vr65i7v8Zudh9u1bawdzuGdx9nujuosXEvRsNgzDVTwJuCkboWkldgpKzAyNxTrHMSYbpEmNAMGxJ+g4QDK1a/hFu9K3b0FbhRpxTqPEQFhxO+dA+pHWoeta256jnMje8B4FpV8Pb7DELrHB3UtjEfeQTr0Uf9i9wmTbAnTMC94AKwSm4A8INqBIURtiqRfa2rl3hbUn6p+CMiIiIiIlIE9zRdw5ONfQP11qsSzUu/1+SshGhwHOwD2wR0TCHXxVz2MNayR/yLnHojsHu/B55DPW0CeSvbla1H8djil0jISGT8/Id5sffD2VOqfgLebt9jbnkNc8srGG4mRuY2PCuvz7bdawDVgGTgn29zbc/FxK1/Ck7za3CjB0NWImQmYGTsgcwEyNyDsWsdeBNZ8s8cOrVtyIbkpWTs30qUx6Sm6eIhe08fI3ERnsSbcUOe4rh6zcCbCp78x2CKHzCRGDuGwQOyn09j2/eYi+/2P7aPmw41uh0dYM8erMsuw/zxR/8i56yzsKdOhWolPBbRYWb1Hs+kuZMYf+n4/DeWSktj/oiIiIiIiBTSV6u+8hd+rt3agMVnzeKsXUdPxx2wQoyTiTX/6myFH7vFWOx+n2Yr/BTU4WPb1AgKo966DGoEhR21PjwojDf6P4vhwpQV7/LW6o+PDmaG4jS+GW+3n3CqDyh0Lm6VBjjRJ2K3vw/viNXY/Wbi1jvJdwtVaB2o1h63dn/cBmfgNrsCp+FYnKZ3893aE0lu+QI91u+n/UZoa51Kw+rXk3XGTrJOXoa317s4NXr42zEy/mNo07l4/u6LueFJyNiRb25HPX/Jy7H+uATjQIHJbn8vbqNzj97xn3/w9O7tL/y4pon9+OPYM2aUauFH5CD1/BERERERESmEnft2Mva7sQDcvqUpT6xrgR1cDSIiICXF928gZSZi/T4Sc+ehqertzk/itL6lyGPFxMXF+Qf1zalnyOHrT2k0hBP392JW2J/c8Pt9dKjemuNqdz06aJWm2O3fxtnzI2bCTwC41Wr7xv/xVOWn2fMYdsrZuFZVX8GqamPciDYQVPTz9eG6L0hMT8QKiSSkelMcXAiuDsHVccNbYjc6H2f3b5jxj2HunQ2AYSdj/TcZc+s03NpnYje4Bqq2yr+xzD2+mb0OjLPkNDgLp/39R21mvPMO1g03YKT7ZgBza9fGfu893AD2yBIpLBV/RERERERECsh1Xa7//np27d9Fp7RqDNrVESJ94+DYUyYHvsH9m/D8djpGsm9KcNcMwe71Fm7DcwLfVh4GpfWkartIvtr0E+fHjOGP076mTpXaR29oGLhRJ2FHneR7XL++f9VvH09gaItrA5aTi8vLy98CoEqdThiG4Rs8+sh8ag/Abt8Se/9qlv14E53rrPXdnuZmYez8BHPnJzg1htCTYBZRn1rsx0j4C9I2Y+zfDPt9/xqJ8Rj71vvajuyMffwbYBx2M01GBua4cVhTp/oXOccf75u6vVGjgB13IGg2r2OPij8iIiIiIiIF9N6S9/hy1ZcEmUG8ccMvzHx1Jv+bOBG2bg18Y3v/wTP3DIz07QC4wbWw+32GW6tP4NvKh4nBG/2fod+3Z7IyaS0XxF7Pj8PfJ8gMKvVcwDczV3rtlSxLXEXVoKrUr38ckSv35zg4s1/VVny39kTaj3gbc+ubmNvfw7BTADD3zuYNE7yugcd0YfZHuYZxQ2r7Bng+/Ha7zZuxRo3CnD/fv8i+9lqcSZMgJOcZwMqSij/HHo35IyIiIiIiUgCbkjZx60+3AjBhwAS61OlSYm0Z277HEzPkUOEnvCXeE+eUSeHnoGrBEXw65HWqBUUwd8dfvL36kzLLBWCjuxKAiztezJIhTzJ0e03iB0zMdXtrzFj6rVqFddMEnKZ34u35O3az+3FDGvi38Ri5TwvvYuJW74Ld/wsIa+JfbsyejadXL3/hxw0NxTttGs5LL5XLwo8cm9TzR0REREREJB+O63D1N1eTnJFMn4Z9uK33bSXWlrn2dcyFN2Hg+NqO6oPd7zMIOXpA6dLWJrIFD3Ybx7i/JvJI/Atc1OJsqnhCSz2P6R1H0Xr5K2DAdT2vK9hOKSn0N01wfOcVTzhO/atw6l6KkfAdC1c+TiSZbCOME1qOgKqNcKs29I1NVKUhVKkPh/d0cl3MSZMw778f40BMt1kzvB99BF27BvaARYpJxR8REREREZF8vDL/FWI3xlI1qCrTT52OZVqBb8R1MP+9F2vlM/5FTsNzfGPLWFUC314RjW5zIc8vncamff8xZcW73NpxdKnn8MLSabiGy5B6/Whfu33xgplBuLXP4OoVi7AME9t1WND9xbz3SU7GuuoqzC+/9C9yTj4Z+623oEaN4uVTztQICiNsVSL7Wlcv61SkGHTbl4iIiIiISB6W717OvbH3AvDUiU/RsmbLwDdip2P9cXG2wo/dZhx27/fLVeEHIMQK4f6uNwPw1L+vkpyZUmptu67LAwsn+Qd6vrH9laXWtt/SpXj69PEXflzDwL7/fuzPP690hR/wzQZ3ws7qzOo9Pv+NpdxS8UdERERERCQXWXYWV359JenedIY1H8boboHv5WJ5Ewmeewrmlk8B39gydrcXcTo/kX02qUC1d3DsmzFjixzjohZn0yayBQkZe3l+6bQAZpc7r+Nl7PdjeWLxywAM3deLUxoOKZW2DzI+/hhP//4Yq1cD4Favjv3FFzj33w+mvl5XdM899xw1atTg7rvvzrb8r7/+4vTTT6dBgwY0btyYU045hbS0NP/6vXv3Mnr0aBo3bkyTJk248cYbSU1NLe3086RXp4iIiIiIVEoxMTHFjvFE3BMs2LaAGqE1eG3Ea77pxA8zaNCgYsU3UtfRav2lmAm/A+BaVbH7fYbTckyx4uYpJYX+aemQUvQeOx7Tw4PdfOMePb90GrvSEwKVXY7SstIYNXMUbyx6A9MwebXPYwxJO+6o56PEZGVh3n47nosvxti3DwC3c2e8f/yBe/LJpZODlKiFCxfy1ltv0aFDh2zL//rrL84991wGDx7MrFmz+OWXXxg9ejTmYcW+0aNHs2LFCmbOnMmMGTOIi4vjlltuKeUjyJuKPyIiIiIiUul0mTOB+1bMpMucCUWOsWDbAh6b+xgALw5/kQYRDY7aZvDgwUWOz96FBMcOJCRzEwBuaF28g2fj1h9R9JgBUNCeQWc1OYluUR1J9e7j6X8nBzQH27GJ3xHPlAVTuPTLS2k/pT1frfqKECuEDwe9ytVtLgxoe3navh3rpJOwXnjBv8i5+GK8c+ZA8+all4eUmNTUVK655hpeeOEFqlevnm3dvffey7XXXsutt95Ku3btaNWqFWeddRYhB2ZyW7lyJb/88gsvvvgiPXv2pE+fPjz55JPMnDmTbdu2lcHR5KxCDPhs23a2fyu8I4/DtnNeltfjorSRX5uFjVkWiptDQc51JVHprhvI/7kqyrEG4jVV3JiV6TkqSUV5HyvCua2U186R9BotO5X43Od57RTluEv72MvqM6SkXxMl8dlZQSRkprK3dShOZqr/dXn4JN75vc+nZaVx+ZeXY7s257Y9l3Pbnpv3PoX9G3P/JkJ+OwMjczcATkRbMvt9AVWblOzzYttYLoAL7qHz0Lt3b//vVnIK/S0DbBfbtgm67gb6OTbmtWPJevXlbOEmdr2N03+5gsnL32FM60toEt7wqPYOcl23QJ+vSRlJDP9gOPE747MtrxFag4/O+ogTPC2wbftQvIPPb17xcznuI7n+zX3rjbg4gi+6CGP7dt/6oCC8kyZhjx4NhlG611BBrufcjiu3c1PA1+2R57qs5faZ47q+ZzA5OTlbr7CQkBB/sSYnt99+O8OGDWPQoEFMmjTJv3zXrl38/fffnHfeeQwbNowNGzbQqlUr7rvvPvr06QPA/PnziYyMpFu3bv79Bg0ahGmaLFiwgFNPPbX4BxwAFaL4s27dOgDWrFlTxpkEhmfnzmyPvSkpOS7La5/85Ld/Tm0WNmZZKGzORyrIua5sKst1A/k//0V5LgPxmipuzMr+GgyUoryPFefcVqZr50h6jZadY+Hc53TtFOW4i/v+XFhl9RlS0q+JknyfLO+8Xq9/5qaVK1f6HwP+ZXl5avFTrNyzktqhtbmx+Y35bl+YvzFNez8tN1yOkbEDgH1Vu7KuwYs4m9OBvNspLs/OnbSybXANcFzWrl0LQHR0tP/3I9e3Skykt2lgH7b9Qc3c+vSs1pm/kxdzxo9X8G6n56h62ADVh5+HzMzMfM+j67rc9fddxO+Mp4pVhS41u9A1qitda3alc83OVE2rytqdvhyysrJYu3atv4284nt27qR5aCh/mga9HJd1RxwHgO21cQ0Xx3VYuWIFtWbMoP4zz2B4vb740dFsnDSJ/Z07w6pVeR5HSSjI9ZzbNgfPVU77FKSNVq1aZTvX5cWRnzmGYdCkSRM6duyYbcydO++8k7vuuivHGJ999hnx8fHMnj37qHUbNmwA4IknnuDhhx+mU6dOzJgxgzPPPJO4uDhatGjBjh07qF27drb9PB4PNWrUYMeOHcU8wsCpEMWf5s2bs3btWlq2bIlllcCUiqUtIiL74/r1c16W1z75yW//nNosbMyyUNicj1SQc11J2LbNmjVrKs91A/k//0V5LgPxmipuzEr6Ggy4oryPFeHcVspr50h6jZadSnzu87x2inLcxX1/Lqyy+gwp6ddESXx2VhCerR5Mw8RwHdq0aUP0rkgilu1lY6tgooMiaNOmTa77xm6M5YN1HwAw7bRpHN/8+PwbLOjfmK5N0B+jsNJ9xQMnrDnrGz5P8zbdS+dzJyICj2XBgZ49LVq0OGqTI9fnt/17dV9mwPdnsXL/Oh7c8gIfD5qCZR44lsPOQ3BwcJ7nHeDtxW/z438/4jE9/HDhDxxfP4dzf+BcBwUF+fI50Eae8SMiYOprxD37LL3HjePoowBrh4VpmFRN89LxySexZszwr7MHDsR55x0aRUfnmX+JKsj1nMs2/nOV0z4FaMO/bzl5z8jtM8d1XTIzM1myZMlRPX9ysmXLFu6++25mzpxJaGjoUesdxwHg8ssv56KLLgKgc+fO/Prrr7z33ntMmFD020pLW4Uo/hx8Mi3Lqhx/iB95DJaV87K8HheljfzaLGzMslDcHApyriuZSnPdQP7PVVGOMxCvqeLGrCzPT0kryvtYMc5tpbp2jqTXaNk5Bs59jtdOUY67tI+9rD5DSvo1UYLvkxXBwa9+lmWxeOBDTJg9gYljJ+a5T1J6Etd8dw0A13S7hpNbFXAw3wK+7s34e7G2fQOAGxRJVt+Z2FtL8XPHsg6cGAMMN+c2j1yfz/bNIxvz2ZCpDP1hFN/9N5t7/3mSp4+//1B7B8MaRp7HuGL3CsbNGgfAxIET6dOoT+7HcHi8Ix8XZJ9cNN6ezKQXZmFt3utfZt92G87DD2N5yvjrc0Gu51y2yfW4C/t+Xc7eM468bg7e9lWtWrUCDQYeHx/Prl27sg3cbts2cXFxTJ06lfnz5wMcVVRs06YNW7ZsAaBOnTrs2rUr23qv18vevXupU6dOkY6rJFSI4o+IiIiIiEhxFWRmrnE/j2Nz8mZa1GjBEyc+EdD2jfVvYq16FgDXsLD7fIgb0YaSvtWrNPSK7s70E57h4l9v5IVl02kd2ZwrWo3kv6SNbE7azMbkjcRZcVz33XVsTt7M1tStdKzdkQs7XsiJzU7E63i5+IuL2Z+1nxObnshtvW8r9WMYuHATj732GxH7MwFww8Oxp03DPfvsUs9FSseAAQOYN29etmU33HADrVq14uabb6Zp06bUq1fvqNvL1qxZw9ChQwE47rjjSEpKYtGiRXTt2hWAOXPm4DgOPXr0KJXjKAgVf0REREREpFKIiYnJc/at/Gbm+mLlF7z777uYhsn0U6cTHhwesNyMXXOwFlzvf+x0ex63ztByM4BuIJzf7DTWJG/gwX+e4Ybf7+PGP+7HcZ1DG3jg10W/+h/+u/NfPlz6IXXC6tCiRgsW71xM7aq1eeN033TuhVWQ4l6ONm7EeuopXvr2F/8it21bvB9/DG3bFi2mVAgRERG0b98+27KqVatSs2ZN//Ibb7yRxx9/nI4dO9KpUyc+/PBDVq9ezdtvvw34egGdeOKJ3HzzzTz77LNkZWVxxx13cPbZZ1OvXr1SP6bcqPgjIiIiIiKVQmxsbJGnXt+5byfXf+8rztzW+zb6NuobuMRS12DFnY/h+gYOtltej9Pi2sDFL0fu7nwDa5LX897ambiuS5AZRKNqjWgc2ZiEdQmcPvB0GldrTK2qtZi1fhYfL/uYHft2sGOfb2DcaadOo1540b4wF/q5T0rCfOklzLffxsjK8i/+8fimDPl+XumPPSbl0tixY0lPT+eee+4hMTGRDh06MHPmTJo1a+bfZurUqdx+++2ceeaZGIbB6aefzhNPBLbnYHGp+CMiIiIiIhWeNXIUQ2wba+Qo7I9mEBUcTvjSPaR2qJnvvq7rMvb7sezav4tO0Z144IQHApdYZiKeuWdhZO4BwKkzDKfL04GLX07ExcXRt29fDMNgWv9J1Pg7mNuuvZW6Lbr4e/FMmDCBCQMODZB7WuvTmDR0Ej+u+5EvVn7BcfWO4+SWBRxjCejbt4gFusxMzHffxXzxRYykJP/iPZFVeHdgZ2Ze0JMhKvwcs7755pujlt16663ceuutue5To0YNpk2bVpJpFZuKPyIiIiIiUunED5hIjB3D4AH59wZ59993+XrV1wSZQbx5+puEeHKeGajQHC/WHxdipPjG9HGrtcPu8z6Yle9r2MHiD4BpmNSza1G/ah3I5/atICuIU1udyqmtTi10m4Uu/rgubdaswfO//2Fs3HhocUgIzujRRFx7Lftfe41ZfcYXOheR8q7wN1KKiIiIiIiUM/ZHM5jdoT32R4em5y7IbUAbEjdw60++/9F/cOCDdI7uHJiEXBdz0a2YO2b5HgbXwtvvcwiKDEx8KRTjn3+wzjuPs3/4IVvhxzn7bLwxMTjjx+s2L6nUVPwREREREZEKKSYmplj7O67D1d9cTUpmCn0b9mVcr3EBygzMNa9irX0NANcIwu77MYQ3D1h8KaD167EuugjPWWdh/v23f7HTuzdZ33yD/eyzUL9+GSYoUjpU/BERERERkQopNja2WPu/NP8l5myaQ1hQGNNPm45lWgHJy9gbi7no0FTlds/JuLX7ByS2FFBSEuZdd+Hp1Anzk0/8i93mzfFOm4b94YfQsWMZJihSulT8ERERERGRCqfLnAnMqruHLnMm5L9xDpbtWsZ9MfcB8PTQp2lRo0VgEtu/GmvljRj4pji3296O2/TSwMQup6wxY+m3ahXWmLFlnYrP8uV4+vTBevZZjMxMANyoKOyHH8b744+4Q4eCYZRxkiKlS8UfERERERGpcBIyU9nSOpSEzNRC75tlZ3HF11eQYWdwUouTuKrrVYFJKisBz7IrMewUAJwGZ+B0fDgwsQMpIoK5VUKLNcZNXFzcoQcpKfRPS4eUlAAkVzzGt9/i6d8fY80awDeYs33HHb5xfS65BIKCyjhDkbKh4o+IiIiIiBxTHpv3GP9s/4eaVWry2ojXMALRC8TJwFoxBiNjMwBu9a7Yx7+V72xXZcGeMpl5rVtjT5lc5BjZij9HGPrHJH6LTqTHbxOL3DOr0FwX86mnsM4+G+NAEcrt3BlvfDzOI49AtWqlk4dIOVX55hgUERERERHJxfyt83li3hMAvDT8JeqF1yt+UNfFWnsPZvJ838OgaLz9ZoInrPixK6C9WftIbh6CBew4rGfWoEGDSqbBtDSsa67B/Ogj/yLn7LOxp0+HsGPzORA5UvkrQ4uIiIiIyDEpr9m7usyZQMNZtxWrJ8n+rP1c8dUV2K7NyPYjOa/9eUWOdThz5dOYOz8DwDVDsNtNhaoNAxK7Mhk8eHDgg27bhjV4cLbCjz1hgm9AZxV+RPxU/BERERERkXIhr9m7EjJTsQwzzzF+8utZcm/Mvazas4r64fV5YfgLRcwyO+O/L7D+vc//2G71LG5El4DElrwZCxbgOe00zIULAXDDwvB+/DHOvfdqQOcj9O3bt6xTkDKm4o+IiIiIiFQKefUs+WX9L7zy9ysAvH7q69SsUrP4De79B+vPy/0P7ca34dYaUfy4ki/j44+xLrgAY/duANymTfHOmYN75pnFiltZiySV9bik4DTmj4iIiIiIVGqJ6YmM/mY0AGO6j2FY82HFD5qZiGfeORj2fgCc2mfiNLyh+HFLSYUtBni9mA8/jDV9un+RM3Cg7zavWrWKHb7CnheRfKj4IyIiIiIildqtP93KlpQttKzRkseHPB6QmOaKJzDStgDgRPXGbvlEhbrVqEIWOfbuxbroIsxZs/yL7EsuwZkyRVO4i+RDt32JiIiIiEilNXPFTN5f8j6mYfLGaW8QFhyAQYD3bcRc7buFzDVDsHu9C2Zo8eNWEAench/6x6TSa3T5cjz9+vkLP67Hg/3oozgPP6zCj0gBqPgjIiIiIiJlzho5iiFLl2GNHOVfltfsXwWxPXU7139/PQC397md3g17FyveQdaSBzCcDACcVjdAWJOAxK0o9mbtY1vzEPZm7SuV9ozvvsPTvz/GmjUAuDVrYr//Ps5FF5VK+yKVgYo/IiIiIiJS9pKSGLI/DZKS/Ivymv0rP67rMvb7sSSkJdA5ujP3n3B/AJIE9i7E3PShr43gKJy2dwYmrhzNdTGffhrrrLMwUlJ8izp1wvvll7i9egWkibi4uIDEESnvVPwREREREZFK5+3Fb/Pt6m8JtoJ58/Q3CbaCix/UdbHiDxV7nPb3QnD14seVo6WlYV12Gda992K4LgDOWWfhnTMHGjUKWDMq/sixQsUfEREREREpd3K6Dayg1ieuZ9zP4wCYOHAinaI7BSQnY9t3mLt+BcANb4nT4pqAxJUjbNmCNWQI5owZ/kX2Aw/4ZvQKC8CYTQeUydhFImVEs32JiIiIiEj5k5TEENMCxy7UbrZjc9XXV5GamUq/hv245fhbApOP48VafPehdjo9DGYAehNJNsaff2Kddx7G9u0AuGFh2G++iXvmmQFva2/WPpKbh2CX0thFImVJPX9ERERERKTSeHH+i8zdPJfw4HCmnzYdy7QCEtfY8BZGygrAN7W72+DsgMStjGoEhVFvXQa26xAVHF7g/Yx33sE68cRDhZ+mTfH++muJFH4Oz7NGUOB6E4mUVyr+iIiIiIhImcg2m1dkJLOrVoHIyALtGxUcTsNV6dmKC0t2LuH+WN/AzpOGTqJ5jeaBSdSbirVkov+h0/lJMIzAxK6EZvUezwk7q7PghAnED5iY/w5eL+btt+O5+mqMzEwAnAED8MbFQefOJZ7nrN7jS6wNkfJCxR8RERERESkTh8/mZX80g9kd2mN/NCP3HQ4TP2AiQ7fX9BcXMu1Mrvz6SjLtTE5peQpXdLkiYHmaK5/FyNgBgNPgTNxafQIW+5i3dy/WGWdgvfCCf5E9Zgz2999DrVplmJhI5aLij4iIiIiIlKoucybQcNZtzKq7hy5zJviXDxo0KNd9ooLDj7qN6PDtH537KIt2LCKqShRTTpmCEaieOWnbMFc+C4BreLA7PRqYuOVZRARzq4RCRETJtrN8OZ5+/TB//hkA1+PBfuUVnBdfhKCgkm1b5BijAZ9FRERERKRUJWSmYhkmW1qHYmem+pcPHjw4131yun3o4PZ//vcnT8Y9CcDLJ71M3fC6AcvVWvoQhr0fwDe7V0SrgMUur+wpk3Hj4rD79i2xNozvv8e65BKM5GQA3Fq1sD/6CPeEE0qsTZFjmXr+iIiIiIhIhbU/az9XfH0FjutwQYcLOKfdOYELnrQUY/2bALieajjt7w1c7HKub0kVflwX8+mnsc4881Dhp1MnvHFxKvyIlCD1/BERERERkQrr7tl3s2bPGhpENOD5Yc8HNLb1770YOAA4bW+HkNoBjX/MSUvDuvZazBmHxnVyzjoLe/p0CC/4rGAiUnjq+SMiIiIiIiUu28xeAfLzup+ZvGAyAFNPnUqNKjUCFtvYGYu57TsA3CoNcVrfFLDYx6T//sMaMiRb4ce+/37sDz9U4UekFKj4IyIiIiIiJe7wmb0CYW/aXq759hoAxvYYy9BmQwMX3LWx4m/3P7Q7PghWlcDFP5Y4DsZXX+Hp0wdzwQIA3LAwvB99hHP//WDqK6lIadBtXyIiIiIiUqqigsNJyEylyepMUjvULFKMW3++lf9S/qNlzZY8NvixgOZnbHgPIzEeALd6V9wmFwc0/rHAtG2MmTOxpk3DWLbMv9xt0gTvZ59B585lmJ3IsUfFHxERERERKVUHZ+6a8NsEJo49ehav/MRuiOWDJR9gGiZvnvYmYcFhgUvOm4q15H7/Q7vL02Cod0qBpadjfvIJ1773Hp6UlGyrnIEDsT/4AGpr7CSR0qZ3MRERERERCbhij/ETGQmO7fv3MF7Hy60/3wrAtd2vpVeDXsVr5wjmikkY6dsBcOqfjhs9MKDxKy2vF7ZsxtO/P9b991P9sMKP06cP3s8/x/7pJxV+RMqIev6IiIiIiEhAdZkzgfAVe0i1Yv29fArL/mhGjstfW/AaS3ctpWaVmkwYMKEYWeZg/2bMVc8B4BpB2J0fD2z8ysZ1Mf75B2PdOti5A8O2s612Bg7EeeAB3P79wTDKKEkRARV/REREREQkwBIyU0lsHYqdmRrQuLv27WLib75i0kMDH6JmlaKNF5Qb69/7Mew0AJyW10FEq4DGryxabt7LKX+sZ/gf6/DsfCvbOtcwcE85BXvsWOjYEerXL5skRSQbFX9ERERERKREWSNHMcS2sUaOyrVHT0FM+HUCiemJdKnThau6XhXADMHYMx9z0wcAuME1cdrfE9D4FV56GuzYiWf4cGauXHnUaq9pYp5/Pva110KzZmWQoIjkRcUfEREREREp9/7Z/g/TF00H4Plhz2OZVuCCuy7mokNTuzvt74fgGoGLX1G5LkZsLMa/izGSk49abRsGRr9+OKefzkurVnHDffeVQZIiUhAa8FlERERERIotrwGe7Y9mMLtD+yL3+nFdl1t+ugUXl1EdRtGvUb+ippkjY8tnmAlxvrYiWuO0uCag8Sscx8H44Qc8p56K54orjir8xLeszVOX9Gboi+djv/ce7vnnkx4aWkbJFk/fvn3LOgWRUqGePyIiIiJSIDExMQwePLis05ByKjY2tsReHx8s/YDft/xOWFAYjw8J8CDMdjrWv/ceetj5STCDAttGRWHbGN98g/XKKxirVmVb5Vapghsdjf3ee1yy4Q0sw8R2nTJKNHBU/JFjhXr+iIiIiEiBxMbGlnUKUk51mTOBWXX30GVO4WbfGjRoUL7bpGSkcM9s3/g7d/e7mwYRDYqSYq7M1S9j7FsPgBN9Im69UwIav0LIysL45BM8Q4fiufnmbIUft2NHnLbtcHv0hIaNoFGjMkxURIpKxR8RERERKZK8bvORY0tCZipbWoeSUMjZvQrSU+jxuMfZlrqNFjVacPPxNxc1xZyl78Rc/gQALiZ216eOrSnJMzIw33sPz6BBeG6/HWP9ev8qp3t3vG++iffrryEq6tg6LyKVkG77EhEREZEiKcnbfEQAViWs4oU/XwBg0tBJhHhCAhrfXPoQhtc3no3b7AqI7BTQ+OVWWhrmhx9ivvYaxo4d2VY5ffrg3Hgjbp8+KviIVCIq/oiIiIhIvoxPPqXBxo0Yn3yKe965ZZ2OlHNRweGEL91DaoeaxYpz+6zbyXKyOKnFSZzSMsC3YyUtxVw3DQDXE47d8cHAxi+PUlIwJ0/GnDYNIyEh2ypn4EBf0adnzzJKTkRKkm77EhERETkGFeSWrcO3cc87l/+aNPEXfoo6xoscG+IHTGTo9prED5hY5BjfrfmO79d+T5AZxKShkzAC3AvFir8TA9+AxU7bOyG0TkDjlyt792I+8gieli2xnnwyW+HHGTYM71dfYb/9tgo/IpWYev6IiIiIHIMKcstWXtskZKaS2DoU+8AYL0EXXES7PXuwatbE+bho03lL5VKQwZxzk+HNYPzP4wG46fibaB3VOkBZ+Rjbf8Tc8RMAbtUmOK0DPJZQebFrF+aLL2JOnpxtunbXMHBHjMC+4QZo27YMExSR0qLij4iIiIhkY40cBUlJDAkPxxo5Cvuj/Is5RlISmIbv31zExcVpWuVKKqfbvIozHtTHyz9mzd411A2ryz397glEioc4Xqz4O/wP7U6PgBUa2DbK2rZtmM89h/n66xj79/sXu5aFe+aZ2NddBy1alGGCIlLaVPwREREREWJiYg59WU9KAtNiyP40cOyAtaHiT+UVP2AiMXYMgwfkXvApTE+gKQumAHD9cdcTERJR3PSyMddPx0heDoBTsxduo/MDGr9MbdqE+cwzmG+8gZGR4V/sBgXhXHYZzvjxEFrJCl0iUiAq/oiIiIgcY7rMmUB43T18MWcC8QMmYo0chWnbWFNeK1AvH5EucyaQkJlKVHC4f1yf/Hr6FLQn0IJtC5i/dT5BZhBXdLmi2Llmk5mIueTQOERO10mVY0artWuxnnoK4913Mbxe/2I3NBTnqqtwxo2DRo18C7duLXZzNYLCCFuVyL7W1YsdS0RKhwZ8FhERETnGJGSmsqV1KAkHxushKcnXyyePW7Yge8+NqOBwGq5KJyo4vAQzlfIqITMVyzAPvYYC6LWFrwFwTrtziA6LDmhsc8UTGJm7AXAajcSN6hXQ+KVu+XKsyy/H06ED5ptv+gs/blgY9rhxeFetwnnuuUOFn6KKiGBulVCI8PXCmtV7PCfsrM6s3uOLewQiUkpU/BERERGR7CIjwbGZXbWK7/cDDu+5UZDZnAoyo5jI4fam7WXGUl/vszHdxwQ2eOo6zNUvA+Caob6xfiqq+HisCy7A07Ur5gcfYDi+WcvcatWw774b7+rVOE88AXXrBqQ5e8pk3Msvx54y2b9Mt3CKVCy67UtERETkWBcZyWzbZohlAfhv/XJiYrDzuFXn8J5AbmQkMd4shnqC/Mvym1FMYwDJkd759x3Svel0iu5En4Z9Ahrb+vceDCcTwDe7V1iTgMYvcY6D8fPPmJMnY373XbZVbs2aODfdhHPddVC9eok0f+S1qmtXpGJRzx8RERGRY5z90Qxmd2h/1Hg/hRnDJevD9/mpdSuyPnwfgNTMVBKMBLYkb2FvRhKZduZR+8fFxQUge6ksHNfx3/I1tsdYjACOxWPsmou5ZSYAbkgdnLZ35LNHOZKQgPnss3g6dMBz2mnZCj9unTrYTzyBd80anHvuKbHCj4hUfOr5IyIiIiIBs3jnYqb+M5UPln7A/uD9vP7y6/51ZpTJUx+8Q5inKlU9VcmMTCNiRR0uanE24UFhZZi1lAe/rP+FNXvWUC2kGqM6jApcYNfBjL/d/9DuOBGCAjuDWEkw/v4bc/JkjI8/zjZzF4DbqBHOuHE4V14JVaqUUYYiUpGo+CMiIiJyjIkKDid86R5SO9T0LyvMNNxHyvBm8OnyT5lRdQbPvvmsf7nlenBNF8f1TRfvGA6JmckkZib7NgiCG/+4n/sWPMVlrc5jTNtLaVmtaZHzkIptykLf9O6XdLqE8AAOJG5s+gBz7wIA3MhOuM0uC1jsgNu/H+OTTzCnTMFcsOCo1c7QoTjXXos7YgR49FVORApO7xgiIiIix4CYmBj/bVrxAyYSY8cweMCh27YKOg334TYlbeL1f17nzUVvsmv/LvCAx/RwVpuzGNNjDD9P/5mHJj5E5uYNpN90HTFGJh08Lin330naA3fzT+R+Xm3wH6vDUnhx2Ru8tOxNJnYfz531HqESTL4thbApaRPfrv4WgGu6XxO4wN79WP/e739od3kKDCtw8QMkeONGPG+8gfXuuxh792Zb51avjnPZZTijR0Pr1mWUoYhUdCr+iIiIiBwDjhx8uSjFnoP2Ze5j9LejmbliJo7rm2Wofnh9zmx4JuNPHE/DyIYAzGIWAMFWMFUS0znbNMFxsaM6YiVGckJyDW7YWJcfnhzNy8vf5Mf/fuWBhU+TGGTzeNsbAzrmi5Rv0/6ZhuM6DGoyiHa12gUsrrnqWYy0/wBw6p2CW+fEgMUuNtvG+O47gqZMod3PPx+12u3aFXvsWNyRI6Fq1TJIUEQqEw34LCIiIlLJdZkzgVl199BlzoSAxBv38zg+Xf4pjuswpOkQPjr7I1aOXck1ba+hXni9QsUyMRjecBBf/+9tnj7uPgCe/fNZxsbdje3YAclXAi8qOJyGq9KJCsDtWZl2Jm8segOAMT0COL172lbMFZMAcA0PdpcnAxe7OHbswHziCTxt2uA55xyswwo/bkgIzsUX4507F++ff+JecUWFKfxo9i+R8k09f0REREQquYTMVBJbh2JnphY71qfLP+XN+DcxMPj2gm8Z2mwoALZd/ELNzR2uJjK4GmPi7uKN1TNIzkrhrROeI9gKLnZsCaz4AROZ8MsEJo6dWOxYn6/4nJ37d1I/vD6ntTotANn5WEsewLD3A+C0uBYi2gQsdqG5LkZcHOaUKRgzZ2JkZWVbndGgAeZ118EVV0CtWmWUZPGo+CNSvqn4IyIiIiIFsjFpI2O/GwvAnX3v9Bd+AunyVucTEd2IS7+8lE83fMuiPcu4q9N1XNDiTILMoIC3J2VvygLfQM9XdbuKICtAz/HefzA2vAuAG1Qdp/19gYlbWKmpmB984Cv6LFmSbZVrGLgnn4x39GhWNG5Mm/btsazyNx6RiFQOuu1LRERERPLldbxc9uVlJGUk0atBL+4/4f78dyqic9qdw+cnTqNmSHXWJK/n6nm30/6zQby24l3Svekl1q4UTnFmiDto8c7FzNsyD8uwuKrrVcVPCsB1seJvx8AFwGl/L4REBSZ2Qa1ejXnLLXiaNMG64YZshR83Kgp7/Hi8K1Zgf/EFzkkngYo+IlLCVPwRERERqQRiYmJKNP6jcx8lbksc1UKq8c4Z7wSuh0YuhjUYyOpz5/J4z7uJDq3Fxn3/ceMf99PmswG8sHQa+7L2l2j7kr/iDBp+0OsLXgfgjDZnUD+ifrHjARhbv8LcNQcAN7wlTsuxAYmbr6wsjG+/xRo1iqD//Q/r1VcxUlL8q53evfG++Sbe9etxHnsMmjUrnbxERFDxR0RERKRSiI2NLbHYczfN5fF5jwPw8kkv06x66XxpjQgK57aO17L63Lk81+tBGlatx7a0ndw+/xFafdqfJxe/QnJmSv6BpFxKzkjm/SXvAzC2R4AKNE4m1uK7/Q/tzo+DWcJjRv33H+bEiXj69cNz/fWYf/zhX+VWrYpz1VVk/fkn9pw5uBddBKGhJZuPiEgOVPwRERERkVztTdvLZV9dhuM6XNLpEkZ1GFW0QBERzK0SChERhd61iieU69tdzopzfmVK3ydoHtGY3Rl7uH/h0/T++jR2p+8pWk5SKIHuXfb+v++zL2sfbaPaMqDxgIDENNdMxkhdA4BTeyBu/dMDEvcorosRE4M1ciSeli2xHn0UY+fOQ6ubN8d+5hm8GzZgT54M3bqVTB4iIgWk4o+IiIhIBZfTVO6B+KLuui5jvhvD5uTNtKzRkueHPV+o/Q8fE8aeMpl5rVtjT5mc6/ZxcXF5xgu2grmy9SiWnDWbt054niHVatGPDfwadwrGkkvwzO+DZ9EIjN3fgesWKlfJXyB7l7muy5SFvoGex/QYg2EYxQ+akYC57FFffAzsLk9BIOIeLjER8+WX8XTujGf4cMzPP8c4MNOda1k4J52E9/338f7yC86NN0L16oFtX0SkiDTbl4iIiEgFd+RU7tbIUZi2jTXlNeyPZhQ57huL3uDzlZ8TZAbx7pnvEhFSuF47R44Jk9dU0NaYsRiOjfXKqxAdjf3cszlv6LoEJf3GJfs/5LI6uw8s3A5J232/Zm7Ds/I6nMi+2M0fhKqtC5Wz5KzLnAmE193DF3MmED+g+NO7z9k0h+W7lxMWFMZFHS8KQIZgLnsEIysRALfppVAjgL1tFi3Ceu01jA8/xNiffbwpt25dnKuuwjn1VKhXL3BtiogEkIo/IiIiIhVQTExM7gPuJiUxxLTAsYscf/nu5Yz7eRwADw16iB71ehQ51kE5F39ccNIhYy/9g4BqDrjbYN8KDCcDnAxwM33/Zu4kfe1kwtmUY/xMggkmEwAzKQ7jn5Nx6l2C0/hW8EQWO/9j2ZEFxuI6OL37hR0vJDI0AM9N0lLMta8B4Fph2B2LX6AiMxPj008xX3sN8/ffj1rtDBiAc+21uGecAcHBsHVr8dsUESkhKv6IiIiIVABHFntiY2P9j6OCwwlfuofUDjUD0la6N51LvriENG8aQ5sN5dZetxYj2HaMHR9h7pmFsX/NoWLOVXvBcjA8LubvbeHq7LuZi07KMVz4Yb+7VZoTs6IuO9s15tYlM9jlePmr7y10S/oUI2MLBjbWtrcwd32F3eQO3DrngaEptcva1pStfLnqSwCu7XFt8QO6LtbCmzBcLwBO2/FQpRgzhyUlYU6fjvnSSxj//Ze9qYgInIsvxrnmGujQoThZi4iUKo35IyIiIlIBHD7eivHJpzTYuBHjk08BiB8wkaHbawbkdhyAe2PuZfHOxdSuWpvpp03HNAr5J6N3H+aqF7B+6U/Q143xrLkTc8/PGOnrMTK3YmTtxgixMTxFG5fHieiGt+1reLvN4s+t3Tm76+MMbXo2tuswdP6b7OzwKXbj23BN36xKhncPnrV3YcWfiZG8oEhtSuC8segNvI6Xfg370Tm6c7HjGZvex9z9GwBuWAucNrcVLdDmzZh33YWneXOsu+7KVvhxO3TAfvllvBs24Lzwggo/IlLhqOePiIiISAXjnncu/y35F/e8c/3LDh9cuTi+X/M9L81/CYBpp06jXnjBxzAxnHSs1S/gWfUMRsauo9a7ZhhYYWCGwPbdYJvgNXFbt8dYshJsy7fMtXD7D8b4ORYcC7wGztnn89rm31m3JZz5jVoxK2r4oXYNg1f7PMY/CUtZmriS55e/x0Pdx+NEn421/jHMhG8BMPf9i/nvOTjVjseJPhe31ghfPlJqsuwspv0zDQhQr5/MRKz4u/wP7e7Pg1XIqdTj47Geew7j448xvN5sq5xTT8W59Vbc/v0DP3i0iEgpUvFHREREpBLIdfyfQtiWuo2rv/Hdf3XjcTdycsuTC7ajnYG1dirtVj9OkDd70ceN7IgTMQi35om44V3gQC8i66KLwTTBcbDffw/riQOPAYKCsC9/HGvCoW2cm29kyoY9WPVNbO/+IzMg1BPKhG63cn7MGF5e9iY3t7+KqNAG2G1fwUm6GGvdRIz9KwAwk//CTP4Ld92DuLVOwYk+D7femfpyf4Q8x5Uqom9Wf8PW1K1EV43mrDZnFTueuWQCRoZvinWnwVm4dYfns8cBrovxyy+Yzz6LOWtW9lUhITiXXIJz883Qpk2xcxQRKQ9025eIiIhIBRSonj4HOa7DVV9fxa79u+gc3ZnHBj9WgJ0yMddOxfN9O4Lix/kLPy4GTqPzyRq+CO+whThNxuNGdPMXfgLFGjOWfqtWYY0ZC8AZjYfTpWZ7Ur37eG7pVP92bmQfvF2/wW7+MG6VFv7lhrMfc+eneJaMxPN9e8xlj8H+zQHNsSIL5NTuBx0c6PmKrlcQ4gkpXrC9CzHX+uK5Vhh210n575OVhfHee3h69sRzyinZCj9uzZrY99yDd80anFdfVeFHRCoVFX9EREREAiwmJiag8brMmcCsunvoMmeCf1lhemREBYfTcFU6UcHhuW7z/J/PM2v9LKp4qvDume/m/cXctTHWv43n+45YC6/HSNviX2XXPwPvsAXYvd+Dau0LnGMgGIbB/V1vAeCV5W+xO33PYSs9OPUuwdttFt7OM7HrXIBrHZq63ti3FmvpgwR92wLPF9F4vm2J58duWLMHYi4aD3sXglu0MYoqopxec8W1fPdyYjbGYBomo7uNLl4w18ZacAMGvufE6XAfVG2U+/bJyZjPPounTRs8V16J8e+/h0I1b479wgt4167FefBBqFOneLmJiJRDuu1LREREJIC6zJlA+Io9pFqxARuAubjTbMcPmEiMHcPgATkXjP767y/ui70PgGf/9yztarXLPVjqWqz5V2PunpdtsV13BGurXkLjrmdgWaUzo5Y9ZTLzJk2iz/jx/mWnNfof3aI68k/CEp5Z8hqP97w7+06GgRvRHTeiO06zBzD2/IS54xOMpHn+QoKRlQhZib7fARJ+x1r9Im5EG5wmF+I0vax4s0lVAIGe2h1g6kJfb6wRrUbQOLJxsWKZ697A3Ps3AG61djitbsp5wy1bMF9+GXPaNIzk5GyrnOOOwxk3DvfMM6GUXrMiImVFPX9EREREAighM5UtrUNJCOCX5kDIrafQrPWzOPnDk/E6Xs5qcxZXdr0y5wCug7lmMp6femQr/Dh1huE9cR5ZfT8lrUrbkki9UH7//Xd/75/JK95hZ9ru3De2quDWPgO743t4T1mF3WECTs1euOGtcEPr4lpVs21upKzEWjIBzw+dMBL+KMGjqHz2Ze7jnX/fAWBM9zHFC5axC/Pf+/wP7e4vgRmUfZv4eKwrrsDTujXWs89mK/w4p56Kd/Zs7Llzcc85R4UfETkmqPgjIiIicox6Z/E7nP7R6aRkpjCg8QBeH/E6Rk6DHu/biDXnZKx/bsawfYMtu2HN8Q78CXvAN7g1jyt+MhERzK0SCo4DkZFFDhMXF8eIhifSI6oz+71pPLvk9YLtGNYEp/292Cf+hvfkpXhP24T37ESyztiBt8dknFon+Dc1vClYv50GqUuKnOex5sOlH5KckUzLGi05sdmJxYplLb4HI2svAE7jC3FrD/CtcF2MWbOwRowg6LjjMN9/3z97lxsSgnPVVWQtXow9c6Zm7xKRY46KPyIiIiLHGNd1efi3h7n6m6vxOl5GdRjFt6O+JTI08sgNMda9geen7pg7D41jZLcYg3fY37jRgwKWkz1lMvNat8Z+/z3sj2YUKcbBAaA9Y6/L1vtnR9rR087nJduYTcE1cJtfhT34F7JOWY0TPQQAIysJz9JLYP+qIuV6LEnLSuOJeU8AvundzWIM/G3sjsPc8DYAblAkdpcnfIM4v/8+nuOO8w3i/PPP/u3dmjWx774b75o12JMnQ9uy750mIlIWVPwRERERqWwiI8Gxc+xBs3rPas759Bwe/u1hAO7oewdvnf7W0QM8p/2HNfcMPAvGYHhTAHCrNMI74Huc7i+CJ/fBo8tMSgr909IhJYWTGw7muFpdSLPTeWbJa4UKc+QsV/5iUFgT7H6f4dTqB4Dh3YtnyYWQtj4Q2ZcrBRkkvKBenP8im5I30ahaI67pdk3RAzlerIU3HHrY9G7MyR/6BnG+4gqMxYv969xmzbCff943iPPEiRrEWUSOeSr+iIiIiBRDlzkTaDjrtoDOilRc9kczsH/4PlsPmj1pe7jt59vo+npXvln9DZZh8cpJr/DIoEey98RwXYyN7+H5sRvm9h/8i52ml+MdvhC3TvFu2SkthmHwQNdbAXhtxXts37+zyLGyFYM8Ydj9v8Sp0dPXTtZuPEsugvTKNUV8/ICJDN1es9iDlu9I3cFTcU8B8PCgh6kSVKXIscw1r2AkLYEEcGdGYw59DOvOOzG2HJptzunZE+8HH+BdtgznuusgLKxY+YuIVBYq/oiIiIgUQ0JmKpZhlrsBng/K8Gbw/J/P03ZyW16a/xJZThYntTiJv6/+m9Hdj5huO307Vty5eP660jfjFeCG1sPb/wvs416HoKKPxVMWhjUYSK/a3Uiz05m0ZErgAgdV8411VNV3C5GRuRXP0osgY3vg2qgkHvrtIVIyU+hZryejOowqeqD9WzC/fgAmg3srGJ/tzD6I84gReH/5BXvePNxzz9UgziIiR1DxR0RERKQYAnl7TCC5rsunyz+ly+tduOOXO0hMT6RTdCe+u+A7vhr5FR1qd8i2vbH5Y19vn61f+5c5jS/EO/wf3HqnBD7BgwM8R0QEPvYBh/f+eX3l+2wrRu+fw8XExEBwTbwd3sOt0sLXVvomXwEoM4/ZxSqYQYMGFWv/JTuXMH3RdACeHvp04cf6SU7G+OILrDFj8LRqh3F3GswFw/atdoODca68kqz4eOzPP8c94QQN4iwikgsVf0REREQK6fABgQN1e0wgZHgzWJWwiq9WfcWgdwdx4ecXsi5xHfXC6/H6iNf568q/GNpsaPadspKw/rgYzx8XY2QmAOCGROPt+zF2r7cguGaJ5GpPmYx7+eXYUyaXSPyDhtY/gT7RPUi3M3j631cLvX+XOROYVXdPttv6/LeBBdfC2+F93NDGABhpa/EsvRgO9Jqq6AYPHuz/vShFzrtm34XjOpzV5iz6NeqX/w6uC/HxmE8/jTV0KJ66dfGcfz7mG29g7Mo4tFmN6th33eUbxHnKFGjXrlDHJSJyLPKUdQIiIiIiFUmXORMIX7GHVCvWX/Apbg+J/EQFhxO+dA+pHY4uxCzfvZwJv05gwbYFbEnegovrX1c1qCrjeo1jXO9xhOfwpd1I+BPrj0sw9m/wL3ManoPd/UUIqV0ix3K4vn37lngbB3v/nPzTxUxd+QG3dRxDg7C6Bd4/ITOVxNah2Lnd1hdSF2+H9/H8ez5G5jaM/Suwll2G3eE98JRcr6bSFj9gIhN+mcDEsQUrcv649kd+WvcTQWYQjw15LPcNExMxZs3C/OknjJ9+wti6NeftgsBtC84FN+KMfUhj+YiIFJKKPyIiIiKFkFMx4PAeEjmJiYnJd5u85PTFOzUzlUfnPsoLf72A1/H6l4cFhdGsejP6NerH3f3upn5E/aMDug7miqcxlz6I4fruoXGDqmN3fwm38cgi51leDanXj37RxzFv53ye+vdVXuj9UGAbCG2Et+OBAlDWbszUeFh+JXb7t8GqGti2KgDHdbh79t0A3HDcDbSo0eKwlY6vd88PP/iKPX/8gWHbOcZxmzeDtgkYHZKhHThd7sTp9HBpHIKISKWj4o+IiIhICYuNjc1W/ImLiytyrxfXdZm5Yia3z7qdLSm+WY5ObXUqt/W+jVY1W1G7am2MvMY9SduK9deVmDtn+xc5UX2xe70NYU2KlFNpqREURtiqRPa1rl6o/QzD4IFutzL8xwuZvmoG4zpeQ5Pwhkdt12XOBBIyU2lSN5Mv5kwo3K18VZr7egAtGYXh3YuZPB+Wj8ZuPx3M0ELlW14VtIfbJ8s+YcmuJVQLqcadfe+EPXswfv4Z88cfMX7+GWPHjhz3c6tUwR00CHfYMJzhw7ESHsbc9CEATs1eOB0eCNShiIgcczTmj4iIiEgAFWRslLi4uCLFXpmwkhEzRnDB5xewJWULzao34/PzPmfmeTPp16gf0WHReRZ+jG3f4/mpp7/w42Jgt7sHe9Cscl/4AZjVezwn7KzOrN7jC73voLp9GFi3N5lOJlf8Ni5bb6mDDs7ctqV1aNFmbwtrg7fDu7iW73YvM2ke1orrwMksfKxyqCC917yOl0d+fYie/8EXK7tTe9gZeOrXx3PJJZjvvXdU4cdt3Rr7ppvwfvMN3u3bsb/8Euf66zGC/vAXflxPNeze74AZVCLHJSJyLFDxR0RERCSAjhwA2ho5iiFLl2GNLPo01/sy9/Gr9Svdp3Zn1vpZhFgh3Nf/PhaNXsSIViPyD2BnYC4aj2fuGRgHZqNyQ+tjD/wJp+ODYFb+zuCGYfBq38cJ94Qxd8dfPBr/YpHi5Pt8hnfEbv8Wrum73cvcOxtr1S3gHl1sqlR27cL44AP+O2swv92zmvlTYfBbsZh//onhOP7N3KpVcUaMwH7xRbJWrsS7ZAnOpEm4w4ZBlSq+jVJWYy28yb+P3eMVCGtW2kckIlKpVP5PehEREZEKynVdvlr1Fbf9fBubPJvAgZNbnMyzw57NPo5K7gEwdvyEtfhujKQl/sVOvRHYx02FkFolmH3hHXUrXEQEcx2b/qZV8H3y0KpaM17p+xiXzbmZx+JfYmDd3gyqF/hBp91qPbDbT8dachnGzkzM9d/BXhf7+JfAKr9/fhdqbCrbxvj7b4wffsD48UeMBQswXJeWOWzqtmuHc9JJuMOG4fbvDyEhucd1MrH+vATD6+t55TS9rFKOQyUiUtrK76ePiIiISBkzPvkU89NPmR0cxKDTz8A979xCx7A/msHsCRMYOHEi5DaTUQ7WJG9g3G9j+GHtDwBEupFMP286p7U6Le8xfQ7mnvAH5r/3Ye6a41/mmsE4nZ/EaXkdFCBGaTuykGNPmcy8SZPoMz7327wKO3bSBc3PIGbbPN5a/TGXzbmF+ad/R3SVghfBcnw+bRu2bMFYtQpj9WqMNWtg9WpYDaT7NjH5HsPTGurWx61fH+rVw23VCqpVw61XD7dePahbF2rWBLP0O+fnNIsd4Jt+fdMmjGXL/D8sW4axYgXGvn05xkoNMQj+3ymYp4zA/d//oEnBbyk0lzyAuXehr+nwVtjdnivOYYmIyAEq/oiIiIjkwj3vXOzzzvV92T9Q+Mlr2vUjZdlZPP3708wImsHv7/9OZloqmU4WCZG72D0/k17R3elduzv1qkaT5WSxPW0X2/bv4PXf3+GjxG/JcDIJtoIZ12sc3hgvp7c+Pf+kk5ZgLXkAc+s32Y+lele8x02F6l2KdC4qk+eOf5A/di5kRdIarpp7G18OfbNgYyF4vbBuHe1WrcJ84glfb5fVq2HtWoyMjHx3N7yOr0i0ZUuu27hBQVCnDm7dulC37qF/q1Xz9ZipW9f3b2io7yckBPeIx/7fPQX/Uz8hI4WqNbLoHLcUc8Fzh4o8y5djpOY//pHdsQOv1d7IJ41TOePyJ7i+3624BW7dx9j+M9bKZ33nwQjC2/s98OQ+dpaISKA999xzPPTQQ4wZM4bHH3882zrXdTnvvPP45ZdfeO+99xgx4tBt15s3b+a2225j7ty5hIWFMWrUKCZMmICnEO/DJa38ZCIiIiJSDuR360tO067nZEvyFi764iJ+3/I7mLB+4/pDK4Pg2aWvw1Lfw8igCJKyUo6KEVa9GX+O/JrWUa2JcWPyTnzfeqylD2Fs/ADjsK/dbnhL7I4TcRueA0bFH+6xqLOkHS4sqCofDHqFvt+czo///cqJ34/kwf895l/v8do027oX4/PPufXrv2i7eS+tNiXg2fo6RkYGlwB89lmebbiGAU2a4LZsCRH7MTbEYSQACUDOHWYAMLKy8i0QFZRrGL5iUEgIBB0YLNl1fT+O4/vXMMB1WZ++j6oZB8cl+ir/uM2a4XbtijN8OO7//scr277k1p9vpUFEA67qNbbwyabvxPrrSv9Dp/NjUKNb4eOIiBTRwoULeeutt+jQoUOO6ydPnpxjz1vbthk5ciR16tThxx9/ZPv27YwdO5agoCAeeKD8zFJYIYo/tm1n+7fCO/I4bDvnZXk9Lkob+bVZ2Jhlobg5FORcVxKV7rqB/J+rohxrIF5TxY1ZmZ6jklSU97EinNtKee0cSa/RPMXExDBgwIBsy1zXzfaaOPLxkdYZ6zh++vHsTttNZEgkPVN7ctk5lxGclEqwGcz7X35AjR51+HP3PyxNXOUv/ASZQWCGEOwJo1b1Duxv1J4W1Vtg2zYDBgzIuc30HXhWPIG1fjqGm3Uox9B6eNvdh93kEt8sSY4LlNxzmee1U5TX3IF9evfunS1mr169cj33lgvggntEHo4DWVm+njsHftp5I3i72e08+fsT1Fs6n98+/h8vJ1ah4+4gWmxPJdjrAO9zVz6pupaFe6DI47ZsidOqFW6rVrjNmvl63xzMbecnBK07EC0dskKuwq1+FsaSJbBtG8b27b6fHTt8/yYmFu6c5cBwXUhP9/3ko2ouy52mTXHbtfON29O+ve/3tm2h6qE99mft54nPngDgrr53EWQEFe491HUI+usqjAzfTGB2neFkNb+u4r33FPFvzFL/3Cnt81oS7RXlXFeGz76C/N0T6O+Nhc2hlOR23biu7z8/kpOTsxVqQkJCCMljvLHU1FSuueYaXnjhBSZNmnTU+n///ZdXXnmF2bNn07Zt22zrZs+ezcqVK/niiy+Ijo6mU6dO3HPPPTz44IPcddddBAcHF/k4A6lCFH/WrVsHwJo1a8o4k8Dw7NyZ7bE3JSXHZXntk5/89s+pzcLGLAuFzflIBTnXlU1luW4g/+e/KM9lIF5TxY1Z2V+DgVKU97HinNvKdO0c6Vh/jcbHx9OlS+63PmVmZrJy5co8l+W0DYDt2ry+4nU+CvoI0qBtZFsmHT+J2Z/NprPZGU/WTpo/8RQ1TItei3ax7q4X2WfvZ1vGTqKCahDpiWDU1g8wD/TQSbHtHNsBMO0Uone/Ta2E97DcQ1/uvVYkO2tdye6aI3EzQ2H1ukKdn+LK6dopymvu4D7R0dGsXbu2QPu18nox9qVjJCeTfu21VF26lKAdO7LNNnW48w/8HJJ24OdoWSbsa1gPt3V7Mpq3IKNFC7KqVyezQQPcnP6w/++/IxZ0p2b4DdRLfRlCIYjpbIhozb7u3XNsz8jIIGj3bjwJCQTt3o2ZloaRmYkbEoKRmcmuzZupW6MGZkYGRmam/1//71lZmBkZmPv3Y2Rl+XoUARgG7sExhQwD1+MBw2CDncTmOtVY3qgGZ3Y7m/QWLcho3hzn4Axch9u8OdvDt1a/xY59O6hftT69Q3rn+prNTa2E92iw40cAsjxRrKp+J95VqwsVozwo7t+YpfW5U9y/fQqrJD5DinKuK8NnX0H+7gn098b8ti9rR143hmHQpEkTOnbsSOpht6zeeeed3HVX7uX822+/nWHDhjFo0KCjij/79+9n9OjRPP3009SpU+eofefPn0/79u2Jjo72LzvxxBO57bbbWLFiBZ07dy7q4QVUhSj+NG/enLVr19KyZUssK/fZHiqMiIjsj+vXz3lZXvvkJ7/9c2qzsDHLQmFzPlJBznUlYds2a9asqTzXDeT//BfluQzEa6q4MSvpazDgivI+VoRzWymvnSMd46/RGTNmcP75h77yx8bGMmjQIP/j4OBg2rRpk22fI5fltM2u/bu4/KvLmb1xNhhwdderefrEpwn1hDL367m+7SMiCE5PZ4BlgO3SooVvxq7D/yy0dlr+4o/H4zmqHew0rLWT8aydhJG117/Ytapit7wJb+tbqBkUSf4jEgVWntdOUV5zBdknIwNj8WLMBQsw//4bc+ECDK+vyFF9fdGKXpkWrIyCZbV9P0sP/LumJmR5tlEjNJ1bjh/AHX1uKtQA3j63kvVfMEGbfePaNNn6AJnt3sONyLkAlKMD1+OLEycyYcKE/LffuhUXch9/50C8gTF3YBomjutwzeDbC5xOSkYK7/74LgAPDnqQju06FnhfAGPvPwQve8H/2O31Fi3q9ClUjHKjiH9jlvrnTnH/9imskvgMKcq5rgyffQX5uyfQ3xvz276M5HbduK5LZmYmS5YsOarnT24+++wz4uPjmT17do7r77nnHo4//nhOOeWUHNfv3LkzW+EHoHbt2gDs2LGjwMdU0ipE8efgk2lZVuX4Q/zIY7CsnJfl9bgobeTXZmFjloXi5lCQc13JVJrrBvJ/ropynIF4TRU3ZmV5fkpaUd7HinFuK9W1c6Rj/DVqGEa253bOnDmceOKJAEzeEMOS4ERe3zyHsU0PjfszePDgbPsc+ThucxwXfXER/6X8R9Wgqrxy8itc1PGio9u0LDAADDDcXF9jh48o4N/GycLY8DbW0kcw0g8VHVwjCKfFNTjt7oLQOpT1s5XjtVOU11xO+yQk+AZZ/vtv38+SJRiZmbmGcYODoVUr34DIHs+hn6CgQ7+HhOA2a4Z7/PEMTPyKTfUi8VoGtmOzfNAj7Mvax+TvJ7MxeCM/rvuRPWl7mDBnAtFh0VxV5+TCHRdAoxtxMjZj7vwEw8kgeNUYvJ0/h9DGBT83HP06zm/7gqw3/IsK/ny9uvBVEtISaFWzFRd3vhjLLMRz7U3FM/8y/+2KdptxGPWHl/lruMiK+bovtc+d0n5PL4n2inKuK8NnX0Gu50B/byxsDqXsyOvm4G1f1apVK9DMmFu2bOHuu+9m5syZhB52q+5B3333Hb/99hu//vpr4JIuIxWi+CMiIiISCF3mTCC87h6+mDOB+AETsUaOYohtY40chf3RDMY2Hcz2rNhshR/gqAGgDz52XZcX/nqBe2Luwet4aRPVhhlnz6BD7ZwHiywSJwvjv8+xljyIkXqoe7uLgdvkIuwO90NYs8C1V164Lqxfj/H335gHiz3r8u7N49asSUKzZtQYPhy3Rw/cjh19gx0XRP36rJk1F8swMQDDMKkWUo1qIdV46LyHALAdm0fnPsojcx/hph9vou3wD+hX57jCHZdhYLd4FDL+w0yKw8hKwLPsCrydZ4InsnCxytjetL0896dvKvb7T7gfj1m4rxbWP+MwUn23dzk1euB0fCjgOYqI5CU+Pp5du3Zl6wFs2zZxcXFMnTqVK6+8kvXr19O0adNs+1166aX06dOHb775hujoaBYsWJBt/a5duwByvE2srKj4IyIiIseMhMxUEluHYmfmP3V1fhLTExn9zWi+XPUlACPbj2TyKZMJDy7u1NQujUmiN//RLXU7ni/fwvBmH2PBqX8adseJEFm4W2zKNdvGiI8/1KNn3jyMhIQ8d3GbN8ft0QPnuONwe/SA5s2JNAxyHuGn+CzT4v4T7mf57uV8tuIzRsaMJe7UL2kc3qBwgcxg7LaTMZaNxEhZgZG2FmvFGOz2b4NZPgYGLYjn/3qepIwkOtTuwPntz89/h4NcF2P9dMwNb/keesKxe71ToY5dRCqHAQMGMG/evGzLbrjhBlq1asXNN99MVFQUl19+ebb1/fr147HHHuOkk04C4LjjjuOZZ55h165d/tu9YmJiiIiIOPrW7TKk4o+IiIgcM6KCwwlfuofUDr4RceyPZjB7wgQGTsx72vYj/bP9Hy6YeQHrEtcRbAXzzNBnuKb7NQXqYp6jrESMpHmYiXP53viaBsaB4lRW9s2c2gNwOj2CG9W7aO2UR4mJmB99hPnuu3lOb+4GBeF27Ijbs6fvp0cPqFWrFBP1MQyDaadOY/We1SzeuZjzYq4l5uRPqOrJYWDkvHgi8Z7wJZ6f+2JkJWAm/Q5r78Fu+bRv+vVybvf+3bw0/yUAJgyY4B+nKl9pW7EW3oS59dB08na3FyCiVUmkKSIBsH3JEv5++22q1a/PgKefLut0AioiIoL27dtnW1a1alVq1qzpX55T752GDRvSpEkTAIYMGUKbNm0YM2YMDz74IDt37uTRRx/l6quvznOsodKm4o+IiIiUGzExMUfdYlUcXeZMICEzlajgcOIHTCR+wERi7BgGD8i9jcO7fh/JdV3eWPQGt/x0Cxl2Bk0jm/Lh2R/So16PwiVmOlA3CXPjJIzE3zBSF2McGJK3wRHf+92Q2rjRQ3CaXopbZ2iFKAwUyPLlWG+/jfHFFxg5TEXuVqvmu3XrYLGnS5dsU6eXpbDgMD477zP6TOvFPwlLuGbeHbw74MXCF//CmmG3m4q15AIMJwNz56e4oc1wGl1fMokH0KQ/JpGamUq3ut04o/UZ+e/guhjr38BafBdGVpJ/sd38GtwmF5dgpiJSFI7Xy8qffuLvt95i819/AVClenX6TJxIUNWqZZxd+WJZFjNmzOC2225j+PDhVK1alQsuuIB77rmnrFPLRsUfERERKTdiY2MDWvxJyEzFMkwSDrvNK7/4Oa13XZef1//MQ3Me4q+tvj+CR7QawRunvkGNKjUKkIkLySswt36GccpSaJCEEeTAln+P2jLDtfiHOvxBA76q1oIfh78FBe1VUd5lZWH89BPm229jHvgycThnwADc4cNxTj4ZqlcHs/wed5PIJswY/Con/XgxH6//mi4123N7p7GFjuNGdMdu9Syelb6Cj7XpadzQRri1Ty9WfoEupB5uW+o2Jv89GYAHBzyYf9ErdQ3W32Mxdx0aMNUNicbu/gJug7MrT0FTpBLYv3cviz78kIXvvUfyETMapiUmsuTDD+l21VVllF3p+Oabb/Jcv3fv3qOWNW7cmE8++aSkUgoIFX9ERESkQivul9z8evrEbIhh4m8T+X3L7wBU8VThgQEPcGuvW/O/1cWbirlkIne0eYOgH5/wLWuaQztV2+JUPwG3+gmcsORnsgzf2CdbPVUrR+Fn927MGTMw33sPY/v2bKvc8HCcc8/FufRSaN7ct7B+/SJMo140cXFx9O3bt0j7Dqjbm+d6TeDGP+7nvgVP0aF6G05pNKTQcdxaI7DTN2FtfBIAa/V47JD6uNV6FjjGkddBoAuph3sq7inSvGn0atCLk1qclPuGjhdz9QuYSyZiOId6dzlNL8Xu8hQE1yyR/ESk8HYuXszfr77Kkvffx5uRket2/0ydWumLP5WVij8iIiJSYXWZM4HwFXtItWKJH+Abt6ewxaDctp2zcQ4T50zkt82/ARDqCWVM9zHc1vs26oQXYPaOpH/x/H4BRsoqqgdlX+XuD4LN1bFPvRu3en/i/l5D326+AkQ6MRV3qusjGAsWYL7yCsbHHx81JbvbogXOZZfhnH02hBd3kOyiO7z4ExUcTkJmKk1WZ/rHhcrPdc/H8XPThnxVdwuXzrmZ30Z8TrvqLQudh9NgDEb6RswdMzDcTKxlV2C3eQW3xoAC7V+SxZ7DbU7ezNR/pgIwccDE3Hv9JMZj/X0t5t6F/kVu1abYPV7Brfu/Es9TRPLn2Darv/iC+a+8wqZ8pjIPj46m+yWX0O3WW0spOwk0FX9ERESkRBw53k6gHF7cyWn2ruJ+CZ63eR4PzXmImI0xAIRYIYzuNprb+95OvfB6BYphrH8b65+bMOw0ALIcC6veENwqx2M8+R3sDQfHxb3ybADi4t4pcu+TcmnxYqxbbsGcOzfbYtcwcE88Eefyy3H79St3t/v4C4hW3uNCZZOSwkfLmjIsJJnfaiRzzuzRxI34guohhZy23TCwmz/smwI+8TcMOwVr2RU4zSfi1Mt7TBxr5CiG2DbWyFHYH80oXLuF9Pjcx8m0MxnYeCCDm+ZwjlwXc/WLmIvvwXB9I5a7GDitbsTp+CB4yq7QJyI+aYmJxH/0EQveeYek//7Lc9sG3brR8/LLaXvyyVjBwRAdXUpZSqCp+CMiIiIlIqfxdvLSZc4Ewuvu4Ys5E/IsFpVUD4c///uTh+Y8xM/rfwYgyAziqq5XcUffO2hYrWHBgtgZWAuvx9zwjn+RW70Lfxg303vAxbB1K1bCr2AacGCA58rESEvDc999WC+8gOH1+pe7kZE4I0fiXHIJNGpUhhkWTGFfX8GuycfxbTl+xBbWJK/nkjk38eXQNws+A9ZBZhB229dg1c2Ye37GwMZadx+kr8dpeg8YufQJS0piiGmBYxeuvUJat3cdby1+C4AHB+Yw1k/6Tqz5ozG3f+9f5FZrj93zNdyoXiWam4jkL3nbNv547TUWzZiBN4eB9g8yg4Jof+qp9LzsMup37Vp6CUqJUvFHREREyoWcevGUhr+3/s1Dvz3ED2t/AMBjeriiyxXc2fdOGkc2LlQs65+bsxV+7Oajcbo+Q2+rfMxSVZLMX36hzZgxeA6brt1t1Qr7tttwBw6EKoWcCr2Cic4K5tMhrzPou3P58b9f+WzDd5zX7NTCB7KqYredgrvhSaytr/sWbZ2OsW8FTpPbcakf4Mx9ooLDCV+6J8/b3R6d+yhex8uw5sPo16hftnXGjtlYf12OkX5oTCe79TicjhPBKj9THYscixI3b+b3yZNZ/Omn2Efcgnu4sDp16DZqFN0vuohw9fCpdFT8ERERkYAp7Hg7hdneGjnK18MhPLzIt7f89d9fxGyMYUPiBt9P0gbW7l3ri29YXNr5Uu7qdxfNqjcrdGxj3RuY6//P3n3HR1VsARz/3XvTKyEQeq/SOwhIRwV7oYogoHQrSBMIsQuIIiAgKkhRBEV9KgoCQYQA0gy9dwIEEhLSy733/RFYkpBN3fTz/Xx8vJ2dnTm7ybaTmTNfA2CqTugtv8Cs3DfL4xQ616+jvfkm6rffWppMBweMiRMx3nwTHB3zrHhzfmvq3YA3G47k7f8+wW//bJ6q8jB2ajY+bisaRrXJmM7V0M5MRTETUcO3ox7YjnG1K8Z9E7D1yrHADn74bvLFb2Taq+6O3TjGykMrgaQTviyMBNTD01GPzUK5HZPp6IPe6mvMsg/aNEYhRNaEnjvHjs8/5+DatRjJVmOmVq55c1qOGUPdZ5/FLiQkDyMUeUmSP0IIIYSwmaxuycqof4rkUHg4qBpdomMyvb3lzmqG65XjeGzVY6w/s/6ePqqi8lyD55jcfjI1vGpkOvbklNC9aPtftVzWWyzIduLHy94V1xNhXKpmj7dDAa6PYpooy5ejjR+PEhpqaTbat0f//HOoWzcfg8s/r9QbwryjSzhx6wzfnfmF52s+k+2xzLL90J0qo50cixKftKJGDd6EGryJfnV8eOWvU3zWbaWtQk/Xu9vexTANHq31KC3K3z6FLOos2s7nUUP/tfQzynRHb/UVOJXNk7iEEPe6ceoUAfPnc/iXXzANI80+qp0ddXv0oOX48ZRv1cp68XZRZEjyRwghhBA2kVHNnjsrd/D0THPVTlrbTnJa32d53Wd45fArnAsM4BxJq3ueqPME9UrVo2qJqlQrUY063nXwcc3B8va4G2g7+qAYSUfj6jVHYVZ5LtM377ZzFq4+Yfy5cxYb24xjY5txzNo2i3EDxyUdeV4QnTiBNmYM6pYtlibTy4tLr7xC6fHj0eztrd+2iPNwcGdcgxFM3vsh7/73KX2rP469mv3HwyzRjsTmf6ME/4R2eQFK7HkAGtoHsyDsB8y/jmNWN+B8zn9XOnXqlGb7/qv7WXNkDQC+HXwBUC58j7Z3NEriraQ4FTuMhu9g1H4dslrrSAhhE8GHDrF92jSO/v47mGmvDtQcHGjcpw/3jxiBZ4UKBfd9RticJH+EEEIIYRMZ1uy5vXKH8HDg3hOKAjv44a9n4ZSlNNwZ8+TAR5j+VAnWHE36wqqg0L9Bf95q/xY1S2b9GG6rTB1t1yCU6AsAGN5tMBrPyNIQNxOiuFXdET0hytJWYE/+io9HnTUL9YMPUOLiLM1Gnz7Ef/QRoWFhlFbli//IugOZc/hLzkZe5JuTa3ixTv+cDag6YpbtS2KZZ1H0AM7sHUvtxOsAKOEHUTqDeessZmAVMOJBdcjWNGklWg3T4NX1r2Ji0rd+Xxr7NEI9OBXt2EeWPqZrdfQ2KzBLtsje/RNC5MjVQ4fYNncuJ9bfu7r1DjtHR5r270+b4cNxLysr84ojSf4IIYQQIn+kcUJRTk/xOhN3leVVzrHCJwjjaFLbM3WfYeoDU6lXul6Oxr6HHoe2ZxjqtaTTwUxHH/T7v8v2F+/kCmLyRwkIQBs5EuXoUUubWbUq+ty5mA89BLoOYWH5F2AB4mrvwoRGo3njXz/eD5zLgBpP42Rng6Lfih1m5b5Uq9Sb/es/pLH976ihu5Ou8ohGeeAoyrq6GHXewF5JyPl8wMpDK9l5eSeu9q580MkP7d/BqBfu1ncyKvdFbzYP7D1sMp8QIvMu79/P9rlzObV5s9U+9i4uNH/+eVq9+CJupUvnYXSioJHkjxBCCCFyhbeDGyHxkXlSt0aPi2DUulEsbbGDRDVpqfujtR5lWodpNCnTxPYTxl1H294LNSQAAFPR0NusBOcKtp8rv4WFoU6ZgvbFF5YmU9MwXn0VY+pUcHXNx+CyLiAgwJJcu7Pl7rt//EgsVzbN7YrZ9WLtfsw+9AWXoq+w+MS3vFxviM3GRlFp8PBkdHMSRrA/2g/Po/jcXgkUcwntvzd4s44L6lFPDNcnwC57iZlbcbeYvHkyAH5t36DyfyNRg5O+ZJooGE0+xqg5GqRWiBB56uLu3Wz77DPO/vOP1T4Obm60eOEFWg0ZgktJ66f4ieJDkj9CCCGEyBX3fJH29GSzrtNF02w2hx4fReSVfUQHH+BL0wAVHrzpjd+5ajSfvNZm86Rw6yh2255EiToLgKk5o7f+BtOnY+Zu7+7ONkOnvWq7xyFXmCbKjz+ivfEGytW7x3cbzZujL1gATZrkX2w5kDz5c2fLnQZcs7ZdMZuc7Jx4q8krjAyYxEcHPqdf9Scp5WTjL2CKglmmC4mjL/Plhy8yvH0I6pXfAXCzi4ZDU1G1GRjlBmKUHwL23lka/r1t73Et6hrtS1Xltci1qLcOA7dPs2uzDLPCk7a9P0IIq0zT5HxAANs++4wLO3da7efk4UHLIUNoMXgwzp6eeRihKOhkU7YQQggh8oT+/So21693t9izpyebXZwhmx9Od17aSeiB5URf+w9MgwcqPcCWUx1482x7WqmVbRf4HaaOcm4Zdps73E38OJUjsbN/lr4E6wsXYL7wAvrCBbaP0VYuXEB76ins+ve3JH5MV1f0jz9G37at0CZ+8trAms9Sw70KwbE3aPG/Hmy9av0LW05djKmA3v4nErrvwajUG8NMWo2j6BFol+Zjt6cd6hk/iLuSqfGO3jjK3N1zaegAG3wi0O4kfhy80TttkMSPEHnENE3ObNjA8s6d+bZ/f6uJH2cvLzq98w6jt2/ngddek8SPuIckf4QQQgiRL+5JBmXBDbt4+v3UD9NIwM7FhxJ1nmDjgI20/XojxuhR2RrTKtNAufgDduubYLf7RZSEpILVZonGJHbdDl7NsjxkQazpA4Cuo372GXaNG6OuW2dpNnr2JDEwEOPll8GGK7eKOnvVnh+6LKa2R3WCoq/x4Pr+vL3/ExKNRJvPZTmpq0Qj9DYr+OTkMIxqQzCVpJPGFCMW7coS7PZ2QDs1EWLOWR3LNE3e2PAGHRwT2VHFDueEkKR21+okdvkb07uNzeMXQqRkmiYnf/uNb9q3Z9Wjj3IpICDNfq6lStFl8mRGb9tG2wkTcHR3z+NIRWEh276EEEIIUSDdOTr+q41j8XZw49DtdgOTgXWPcDkiBAfnkjRweISY0mVRbtcdyWnRaAvTRLn6J9ohX5Sw/1JcZVR8Gr3ll2CX+/WM8sz+/WgjR6Lu22dpMsuVQ589G/Ppp6WuSxYk31pW36s2ux77jdd2+fLNqTW8GziHLVd38E2HT6mE7Y5YTv57r/XpS2NdhwMaiR/+jXp5Meq171CMWBQzAeXaKpRrqzFLPYLuOh08G6YY6+fjP1MuZBNfVwB7khJVRsmW6O1+Aicfm8UshLiXaRgc/+UXtn/wAdf++89qP7cyZbh/xAia9OuHvZMNCsqLIk9W/gghhBCiQAqJj+RSbSc0RSUkWT2WjyqeZX3JEJzsnNjx3F88dM22hXoBlOC/0fw7YbftiRSJH6NUOxI7bUK/f1XRSfzoOuq0adi1bZsi8aMPG0ZiYCDmM89I4ieLAlL9hT5w938sbj+TpQ98ipudK9uu/UvL//Xk1xO/5k4A4eF0iY6B8HBwLI9R3ZfE5tvQK47G1JJWBSgYqDd+xX5Dc7RtT6Fc/wcl6FeMvS/TaP8AlpcF+9s/dqPcI+gdN0jiR4hcZOg6h7//ni+bN2dtnz5WEz8eFSrw0DvvMOrvv2k5eLAkfkSmycofIYQQQhQaWzxDmVblFABzH5pLQ5+G/MAPthnc1FGCt6Ae/xj12saUV5Voit7AD7PsQ0UrERISgvb886gb795f87770BcswCyoW9OyKPkqnPyOoX+NJ2lVugkD/n6ZfSEHeeaHZxh93wt80HyibY6CT49DKYwqb2JUGI56ZTlq0FcoiaEAqFd+txSKtgPqJvuGoNcYjtH0U1Bku58QucFITOTwqlVs//BDQk+csNqvRPXqtB0+nIZPPYXm4JCHEYqiQpI/QgghRBHh7++fYutH6suFzZ2j4u/8/6v2cTxX5wCGAoOulmNQ40E5n8Q0UW7uQ7mwCvXiapTYlMVwTfe66A2mY1Z4qmglfQD278eud2+U8+eB28e3T5mC8eabUIS+WCRP/mgjRtLO0NFGjMy3gts1PaqyteePTNk3g08Pf8n8o0vZenUnPSt1pYSDByUcPPByKEGHsq1tfzoYgJ0HRqXRGOWHoF5bhXr1K5SYSym66CaEuVTHs96bmNWGFL3ffSEKAD0+noMrV7Jjxgxunj5ttV/J2rVpN3Ei9fv2RQ0OzsMIRVEjyR8hhBCiiNiyZUuKZE/qy4VN8q1cuqHT84/KXHWIp2qMO/OCW+Zs8IiTqBdWoV5YhRJ58p6rTZeq6PWnYlbpXyRXPCgrVqCNGoUSGwuA6eOD/u23mB065HNkuSwigvaqCoaRr2E4aA7MaDmFzvUfY+gvgzl48xgHbx5L0cdJc6R/9acYU28wDbzq2D4IzRmj/GCMZm+inFuBevVP1l0OZHHQWfRS7Vj7yGZMSfoIYXOJcXEELl3KjpkzuXXhgtV+perVo/3kydR95hlUKbQvbECSP0IIIUQhld7KHq1PX7roOlqfvrY9+Sod3g5uuB0OJbK+7VcrvPPPO/i7X8fV3pUH4/vhuGpe1gdJjEQ9txzl3HLUm3vuudpUHTDLPoxRuS9mhcdBLTqrXywSElDHj0ebP9/SZLRqhb5qFVSsmI+B5Q8ve1dcT4RxqZo93g65U8MprdVGd1Yj9ajZgz1P/ME3J9cQHHuDsPhbhMff4mzERQ6HHefrk6v4+uQqupRrx8v1htCjYudsF+xMvf3Ncll1wKw+hD+pxGNbHkFTNPY8OM9SQF0IYRsJMTH899VX7Pz4YyIuX7bar0zjxrSbPJk6TzyBokqJXmE7kvwRQgghCql0V/aEh9NF1cDQ8yyewA5++G7yxW9k5osvW46nTsdfZ/7ig+0fAPB5z88pG1w2a4FFX0Q9NR/1zFeWY9rvMFEwS3fAqNwPs+JT4OCVtbELk6tX0fr3R922zdJkDB2K/umn4OiYf3Hlo41txjFr2yzGDRwH5W138lYKaaw2Sp6IKe9ShkmNx6S4iWma7Ajey9yjS/jp/B9svrKdzVe2U9O9KmPuf43nGz6Pu2PWjnO2mvwB4vV4Xt/wOgCjWoyifun62bqrQoh7xUdFsf+LL9g5ezZR165Z7VeuRQvaT55MzUcekeSryBWS/BFCCCEKmcZbfQmJj6RK2Xh+3upr85Ou8lJG29IuR1xm0C+DMDF5qelL9KvfDzL5vVQJ3YN6Yg7KpR9QzJRJMLNEE4zKfTEq9QaXor/iRdm5E61vX5SgIABMBwf0OXMwhw7N58hEWhRFoW2ZFrQt04LzkZdYcGw5X5/4jlMR53htw2tM+3sar7Z6lcntJqOpGW8HyajW0bzd8zgReoLSLqWZ+sDU3LhLQhQ7cRER7F2wgF2ffkrMjRtW+1Vs25b2kydTrXt3SfqIXCXJHyGEEKKQCYmPRFNULtV2Qk92BHpBkJmVPJmVoCcw4KcB3Ii5QeMyjfm4+8cZ38jUUYJ+RT0xB/XG9pRXqQ6Ylfuj1xoDJRrZLM4CLTgY1c8P9auvUG6vPDErVkT//nvMljmsmyRy1Z2VOVXcKvJhi0lMafwKK06vZe6JZZwMPck7/7zD7qDdLHtiGSWcSqQ/WDq1jq5EXuHdbe8C8F7n9zIeSwiRrtiwMPbMn8/uuXOJCQ212q9yx460f+stqnTsKEkfkSck+SOEEEIIm7FVgemIuAiG/T6M7Ze24+HowXdPfZf+UdiJkahnv0E9ORcl6kyKq0zH0hg1hmPUGA5OZWwSX4EXF4c6dy7qhx+i3LplaTY6dED/9lvw8cnH4Io2W50olnqb1oHdgYxo+zzDOr/Jt4e+ZfQfo/nz9J+0X9qeH3v9SB3vzBeF7rZzFq4+YXz3jx8Xbu0mMj6SluVbMrDRwGzHK0RxFxMayr+ffcae+fOJCw+32q9a9+60nzyZSu3a5WF0QkjyRwghhBAFzMHgg/Rd25eToSexU+348tEvqVmyZtqdoy/ycJnN2P32+b31fDzuQ6/1KmaVfqA550HkBYBpoqxdizZ5MsrZs3eb3d0xJk3CePVVsLfPxwCLgVw4Uazbzlm4ngojSg1g49OzGdBwAPVL1+fZH57lROgJ2i9tz/Inl/NwjYczNd7NhChuVXckNuYa4dcPAfDpg5+iKlJcVoisirp+nX8//ZS9CxYQH2l9NW7Nnj1pN3kyFVq1ysPohLhLXuGFEEKIIkDr05cuh4+g9emb1ODpyWYXZ/D0zN/AsmjZgWW0X9qek6EnqehekU0DNvFknSfv6aeE7kHb+Tx262rTofSuFIkfo0x3Eh/4jcQH/8OsPqTAJ3687F3RTQMve9ecDbRvH1rXrtj162dJ/Jiqiv7iiyQeOYIxblyxS/xoI0bS7sQJtBEj8zuUHLmZEMWV6o7cTIiytDUt25SAFwJoW7Et4XHhPLn6ST7e+TGmaWb4/Peyd6Xs6RguXg8A4IXGL9CyvGwDFCIrIq9eZdOECXxeqxY7Zs60mvip/fjjDN65k94//yyJH5GvZOWPEEIIURSkOt1L/34Vm3196eiXdjFobcRIiIgAd/ccbU3JKms1gaITonltw2ssDVwKwIPVH2Tp40sp5VLqbic9BuXKn6gnP7Nez6f2K+DZIJeizx0b24zL2QBBQWhTp6KsWIFimpZmo2tX9BkzoGHDHEZYiOXCKpyCpIxbGTY8t4FX1r/C1/99zaTNkzgYfJAFK5ZgbNuJ3rkz3C7yndzGNuPotecFYt1C8XT05N1O7+ZD9EIUThGXL7Nz9mz2L15MYmxs2p0UhbpPP037SZPwaVRMasyJAk+SP0IIIUQh4O/vb7N6OkBS4kdVk/7NgazGlVbfEyEn6Lu2L4euH0JVVKY9MI2J7Sai6tEoF9eghOxEubEDJew/FDMxxW2LZT2fO6KjUT/5BHXmTJToaEuzWasW+owZmD17ghQRzXvu7mwzdNpn4hQuW3DQHFjQYwGNfRrzxl9v8O2hbzkRcoI1z67BMA1iE2OIs08gxs4kWkkkMuQwEQmRbHDZAYBvB198XKUGlBAZCb9wgR2zZhH49dfo8fFp9lFUlXq9e9N24kRK16uXxxEKkT5J/gghhBAFXOOtvrgdCyVS22L9WHdPTzbrOl006184bZ1AylRcGVhzZA3D1w0nMj4SHxcflj+5nM5VOqFc+gHtv3EosVfSvF2xrOdzh2GgrFqFNmUKyqVLlmbTywtjyhSM4cPBwSEfAyze9IUL2D5rFvePS3tF151iy3/unMXGp2fbZE5FURjZYiR1S9Wl30/92HNlDzXm1cAwb6946pSs86+PJP2rQv0SdRjRfIRNYhCiqAo7e5aAGTM4sGwZRkJCmn0UTaNB//60nTAB79q18zhCITJHkj9CCCFEARcSH0lYsmPdvR3cCImPpMrJeCLrlwSStnkZ/v5J2zys2LJli02TP6njyqzQmFD+PP0nPx37iV9O/ALAA5UeYMVTKyhHNNo/j6Fe23DP7Uz3upjebTAqPYNZ5sFiuapF2bkTddw41H//tbSZmoYxYgTGlCng7Z2P0RVAebwKJzPuFFvWk9XvgXtP98qOzlU7E/BCAL1/7M2B4AMprnMwFJx1FRcPb5ztnIgLjWFx+xnYqfJ1QIi0hJ48ScBHH3Fw5UpMXU+zj2pnR6OBA7l//Hi8qlfP4wiFyBp5tRdCCCEKmTurbHz/8cVv5N0VNzbdFmZj0QnRLDuwjDVH1hBwKQDdvPtBenzb8UxvNwmHk3NQj36IYtytoWCUewSjxnBM71bgUDI/Qi8Yzp9He+st1NWrUzQbPXuif/gh1K2bT4EVbBmtwgFynHBJK8GUnTFtkfwBqO5VnX+H/ktQRBCOmiPON8Jwe2EYmqqBYaCvXAHArFmzaFGqcY7nE6KouX7yJAHz5nHk118xrdQL0xwcaDx4MPePG4dnlSp5HKEQ2SPJHyGEEKKQslY8ObPX54Ww2DAW7l3I3N1zuR593dLeoHQDHqn1CE/XfZpmahjaptYoEScs15vOldCbfoJZ4fH8CLvgiIxEnTED9dNPUZIVFjXr1UOfOROze/d8DK4QslGiJrm0Eky2SOLkhKqoVPSomHQhPAHN3aPArYASoqAJPnaM7XPncnTdOkhWPD85Oycnmrz4Im3eeAOPihXzOEIhckaSP0IIIUQBkJ16PBn1T369suYHKpw/j7LmB8x22ftimjpGbwc33A6HWraeJXct8hqf7f6MRfsWcSvuFgBVPasyuuVonqj9BFVLVIXYa2iBE1AvfGu5naloGLVexag/BezcshVnkWAYKD/8gDZ7NsrVq5Zms1QpjOnTMYYMATv5GJdVmVkJVBQV1/stRGZcPXSIbXPncmL9eqt97F1caDZ8OK1ffx23smXzMDohbEc+NQghhBD5zBaFkzMS2LE2vx4J4VLpAwRtW0tQs0PUinHmo+NVccpCjOf13/B2cCOwgx+BHfzw3ZRy69m5sHN8susTlgQuITYxaaVKvVL1eLPtm/Sp1yepvohpoJ5ejHrwLZSEMMttDe826M3mQYnifSyusnMn2jvvoBw+bGkz7e0xXn4ZY+JEKFEi/4IrAvJ7VU5mpCgK3UYSNkLkhqD//mPb3Lmc2rTJah8HNzeajxxJq9dew7V06TyMTgjbk+SPEEIIkc+yWzg5sxbtXcSrG17FsDdYH3D7L5vesJEwjrpE83NiDC526Z+YdSdG7fb/T+3I9SPM2jmL7w59Z6nn07J8Sya0ncCjtR5FVdSkjmH/oe19GTV0l+W2pr0XeqP3MasNhjv9iqPz59E++AD1zz9TNBtPPIH+wQdQs2Y+BVa05EbyJydjaiNGQkQE7Vxd0EaMRF+4wGpRaCFEzl3cs4ftn33Gma1brfZxdHenxcsv0/Lll3GRQvqiiJDkjxBCCJEHUm+ZsvWx62kxTZOpf09lRsAMACoblenZoiflccfz2x+ZUvM8W0qG8/SmF/mp61c422VmDVBKQUoQvX7oZTm1C6Br1a6MbzueTlU6odw5kUuPQz00DfXEHBTuFtA0qjyP3vhDcCzGf1G9dQt13jzUpUtR4uMtzWb9+uifforZsWM+BicyI0cJpYgIUFXax8SCleKytlAYVjwJkZsu7NrFP3PmcD4gwGofJ09PWg0dSotBg3C67748jE6I3CfJHyGEECIPpD5m3dbHrqcWr8cz/PfhrDy0EoBpD0wjfmM8bz/8NgQFoX20g2aR7vRocojNV7bTa/MwfujyBU6ZSACZpsmWc1v4KOAjNjlsgtt1mp+o/QQT2k6gRfkWKW8QfQltRx/U0N13x3Cvg95sHqZPMU5sJCairlqF+sknKCEhlmazdGn0N9/EfOYZqFQpHwMURYkkf0RxdWnHDrb6+XFu82arfZxLlqT1iy/S/PnncXR3z8PohMg7kvwRQgghclnjrb64lQ3l562+BHbwQ+vTly66jtanL/r3q9ItnJwdt+Ju0efHPmw6twlN0VjYcyGDGg/Cd6Nvin5twz35bX89et5/ig1BW3ls4wv0rNiV8i5lqOBalnLOZSjvUoY7G8JM0yQu7CwRl//lwd3zAFBR6d+wP+PajKNe6Xr3xKJc34q2oz9KXHDSGKojRr23MOq8AaqDTe5vYaRs3Yr27rsoJ5KdcOboiPHSSxgjRoBbMS52LYQQNhC0ezdb336bM+kUcnYtVYo2w4fT9LnncHBxycPohMh7kvwRQgghctk9NX3Cw+miamAk1cZJq3BydgVFBPH4949zIPgArvaurHp6FQ/VeMhq/wfCPPm561c8sXEIf1/dyd9Xd97Tx8vJi1uKCkYielw4AE52TgxuPJjXW7+edHJXaqaJenIu6oEJKLdrAJkuVUls+z14Nc3x/Sy0Tp1Ce/991FR/gTYeewx9wgSQo4OFECJHru7fz1Y/P06tW2e1j1uZMtw/YgRN+vXD3inrW56FKIwk+SOEEEIUEUeuH+Hx7x/nwq0LlHEtwy+9f6FZuWYZ3q5TubZs6fkDq878QlD0NYKir3IlOpjL0VeJ0WO5GXvT0ldRHXAu05DjvX6mjFuZtAdMjEbbOwL1wipLk1GmO3rrZeBYTAtnhoSgvvsu6qJFKImJlmajcWOMadMwmzfPx+CEEKLwCz5wgK1vv82J//3Pah+3MmVoO3o0TXr3xk6SPqKYkeSPEEIIUQRsu7CNp394mrDYMGqVrMVvfX+jWolqmb59U+8GNPVukKLNNE3C429x2c2g89bpYCTg6FEZU7O3nviJPINdQC+U8IOWJr3ueIwGfqBo2bhnhVxCAurChajvvoty824SzSxXDn3CBMzHHwe1GJ9wJoQQOXT9xAn+GTuWYz/+aLWPa5kytB0xgqb9+knSRxRbkvwRQggh8pqnJ5t1nS6abZIhf535i6fXPE2cHkebCm1Y22stpVxK5XhcRVEo4ehJidLlcfCsjHb7GHbdTPtEIuXqerSdz6MkhAFg2rmht/wKs+JTOY6l0DFNlHXr0MaPRzl58m6zszPGiBEYw4aBs3M6AwiRu6QAtCjsQk6f5p85czjy669gmmn2cSldmvvHjaPZ8OHYh4XlbYBCFDCS/BFCCCHymP79Kjb7+tLRL+c1fnZe2kmvH3sRp8fxaK1HWfHkClzs0y5a2alTpxzPlybTQD32Eeqh6SgkfQA33WuT2HYNeBTDo3IPHkQbPx5106YUzcbzz6OPHg1ly+ZTYELcJckfUViFnjrF9ilTOPTzz5hG2n+McC5ZkjZjx9J85Egc7hTQl+SPKOYk+SOEEEIUcNZOAzsUfIgnVj9BdEI0D1Z/kFVPr8JBs36CVlaPlg8ICLB8QbwTw/laDng7JDuJKiEc7d8hqEG/WpqM8o+ht1oC9h5Zmq/QCw5G9fND/eorlGRfSIx27TBmzUqq6xMUlI8BioLAy94V1xNhRNUukd+hCFGohJ09y/YPPuDA8uWYup5mH6cSJWj12mu0HDMGR49i9h4kRAZkk7kQQghRwAV28KPb1ZIEdri7Uuhs2FkeWfUIN2Nv0qZCG75/+vt0Ez/ZERAQcE8Ml7p9fDeOW0ex29jWkvgxUdAb+KG3XVO8Ej9xcaizZmFXrx7a4sWWxI9ZtSqJ332HvnmzFHQWFhvbjOOB4BJsbDMuv0MRolC4dfEif4wezcL69QlcujTNxI+jhwftp0xh1IkTtJ88WRI/QqRBVv4IIYQQhczVyKv0/K4nVyKvUL90fX7u/TOuDq55F4BpolxYibbvFZTEpOPrTXsv9DbLMMtaP1a+yDFNlJ9+Qps8GeXMmbvN7u4YEydivPwySGFRIYTIloigIAI++oj/vvoKPT4+zT72Li60HDyY1lOn4lyyZJp9hBBJJPkjhBBCFED+/v5pbtMKiw3j0VWPcvrmaaqVqMbvfX+npHMefuCNvoC2dzTq1fWWJtOzYVJ9H7fqeRdHftu3D+3NN1H/+cfSZKoq5uDB6NOnQxkrp6EJIYRIV+TVq+yYNYt9ixahx8Wl2cfOyYkWgwbRetgwXL29QRI/QmRIkj9CCCFELrNWsye51MWYt2zZck/yJzohmqdWP8WB4AOUcS3D731/p7x7+dwI+V6mQZuSe7FbP9ey2gfAqPIcerN5YJeHK4/yU1AQ2rRpKMuXoyQ7Xcbo0gV9xgxo1CgfgxNFhdQFEsVR1PXr7Pz4Y/YuWEBiTEyafeycnGg2fDhtBgzArXTpPI5QiMJNav4IIYQQuSytmj2pZVSMWUen/0/92X5pO56Onvze73dqlqyZ/aDc3dnm7ATu7pam5DV+Urh1DM2/C4+X33B3m5dTeRLb/ZhU2Lk4JH6io1Hfew+7+vVRly2zJH7MmjVJ/PFH9D/+kMSPsBmpCySKk5unT/PX2LF8Xrs2u2bPTjPxozk40HzUKEYeO0a3mTMl8SNENsjKHyGEEKKAM0yD3+x+48ipIzjbOfNL719o5JOzRIO+cAHbZ83i/nF3v1wmP90LQFV01IvzUS/NQTHu1lvQq7+E0eh9sPfMUQyFgmmirFqFNmUKysWLd5tLlMCYMgVjxAhwsG2hbSGEKOpM0+T8li3snjuXk7//DslWUian2tvTePBg2k2YgEelSnkcpRBFiyR/hBBCiAKm8VZf3MqG8vNWX/57YDpj/xrLEe0Idqodq55eRdtKbTMeJBOSJ3pSG7ljPJOa/oV24aalLUotj+MD32D6dLTJ/AWdsmsX6tixqP/+a2kzNQ1j+HCMqVPB2zsfoxNCiMInISaGw999x+5587h+6JDVfoqm0WjgQNpNmkSJqlXzLkAhijBJ/gghhBAFTEh8JGG1ndDjI3l/+/vM3zMfBYWvHvuKHjV72GyeNJM/eizqxU9ZqK/BzvH21iZUjDqv4VBvGqadi83mL7AuXEB76y3U779P0Wz06IH+4Ydw3335FJgoTtJLzgpR2Ny6dIl9Cxey/6uviAkJsdpPUVUaPPcc7SdPxqtGjTyMUIiiT5I/QgghRC5IfVpX6oLOmRF97SB+57cAMLv7bPrV72ej6NJWyf0ydv/1QIk9C0pS23HTixrd1mGWbJ6rcxcIkZGoM2eifvIJSmyspdm87z70mTMxH3wwH4MThZa7O9sMnfaqlqWbJU/+SAFoUVhd3reP3ePHc2ztWozERKv9HD08aDx4MM1HjsSrejE6OVKIPCTJHyGEEMLGGm/1xe1YKJHaFkuR54wKOqcWE3KCyNuJn8ntJjO65WgbR5lMYgTq+Y8Y0OAnuJ3ziDdVvqApX5sN2FXUEz+GgbJ8edIpXleuWJpNb2+M6dMxhg4FO/nIJLInrfpaWbWxzThmbZvFuIFSAFoUfHp8PMf++IPdX39NUGBgun1L1qxJizFjaPj88zgmO4BACGF78klGCCGEsLHk27ayIz78AmGn1wMwrOkwfDv42jK8FJTQzWin30KJv5v0MNyb0Su8CheUkugYuTZ3QaD88w/auHEo+/db2kx7e4wxYzAmTYISJfIvOGETBWH7VEGIQYjcFhUSwv5vv2Xf8uVEBgen27da9+60HDOGGg89hKLKAdRC5AVJ/gghhBD5wNo2sN1Buwk/uQ5MA8eSNZnz0BwURbF9AAkhaGfeRr3xi6UpXrdHq/kWRrnnObvtXbK2SaWQOXYMbfJk1N9+S9FsPP44+gcfQK1a+RSYsLWCkHhJNwZ3d4iIYJurS5a3hglREAQfPcruJUs49PPP6PHxVvvZu7jQYMAAWowaRel69fIwQiEESPJHCCGEyBdpbQM7euMoj3//OKaRgINHJTyqP4iWC18GlZv+aCfHoSTcLbpplHiALzdX46UOL9h8vgIlOBj13XdRFy9G0XVLs9moEfqsWZjZqM0kRE7oCxcA5HhrmBB5ydB1Tm7cyO4lS7iwc2e6fT0qVaL5yJE0GTIE55Il8yhCIURqkvwRQgghCoCLty7yyHePEBITgp2rD161H8W0deLHiEc9OA3txGxLk2nniV5tGmbppwn/42PbzleQREejfvYZ6syZKBERlmazfHn06dMxn38eNFl1IYQQ6Ym9dYvA1avZ+803hF28mG7fii1b0nLwYOq88AKq1E0TIt/Js1AIIYTIZyHRIfT8rieXIi5Ru2RtQqt0QNUc0E0b1tuJPIO2cwDqzT2WJsOrK3rND8GhtO3mKWh0HWXlSjRfX5TLly3NpqsrxptvYrz6Kri65mOAQghR8IWcOcOeb77hwJo1JERHW+2nOThQ79FHaTF4MOUaNkxqlMSPEAWCPBOFEEKIfJSgJ/D0D09zPOQ4Fd0rsq7fOtrunmPTOZSLq9H2jEJJvAWAqdhjVJ2EUW4w5EY9oQJC2bQJbcIElAMHLG2mqmIMHYoxdSqULZuP0QkhRMFmmiZn//mH3UuWcNrfP92+LqVK0ey552j23HO4+fjkUYRCFD3x8fGcP3+eatWqYWfjxKkkf4QQQggb83Zww+1wKJH1M65tMH3rdHZc2oGnoye/9/udyp6VbRdIYjTaf2+gnv3a0mS61SSxxifg1tB28xQ0hw6hTZqEun59imajZ0/0998HKTQqCqGCULhaFA/x0dEcWruW3UuXEnLqVLp9yzZoQMvBg7nv0Uexc3TMowiFKHqio6OZMGEC3333HQB79uyhatWqjB8/nnLlyvH666/neA5J/gghhBA24O/vbyniHNjBD3/dn84d7i3qnNxfZ/5i5o6ZACx6ZBH3lboPyFryyKrwg9jteA4l4pilyajcD73ZPLgekc4NC7GgIDQ/P5RvvkEx7m6ZM5s2Rf/oIynmLAqM7CRyJPkjclv45cvsXbaM/1atIjY83Go/RVWp8/DDtBw8mIotWuTOiZRCFDNvv/02hw4d4tdff6VXr16W9k6dOvHhhx9K8kcIIYTID8kTPXds2bIlRVtap3kldzXyKoP/NxiAYU2H8XTdpy3XBXbww3eTL34j/bIenGminvkS9b+xKEZsUpPmgt7sM8wqz9/e5lXEkj+RkaizZ6POno2SrBaFWbkyup8fZr9+oKr5GKAQKUkiRxQUpmlyac8edi9ZwvE//8Q0rNeac/L0pEnfvjQfOBDPChXyMEohir7ff/+dr7/+mpYtW6ZIqNatW5dz587ZZA5J/gghhBBZlDrRk1WGaTDk1yEERwdTv3R9ZnabaZvA4sPQ9o5AvbTW0mR6NiLx/pXgXsc2cxQkuo6ydGnSap+rVy3NpocHxoQJGGPGgLNzPgYohBAFU2JcHEd/+43dS5Zw9dChdPt616xJy8GDafDUUzi4uORRhEIULyEhIZQufe8BHFFRUTabQ5I/QgghRA413uqLW9lQft7qS2CHjFfrfLzzYzae3YiznTMrn1yJs33OExRKyC60nQNQos9b2vSaozAafQiaU47HL3D27UMbNQp13z5Lk2lnhzF8OMZbb0GpUvkYnBBCFEyRV6+y75NP2L9yJVE3bqTbt0bnzrQcPJhqDzwgW7uEyGVNmjRhw4YNDBs2DMDynFu+fDmtWrWyyRyS/BFCCCGyQOvTly66jvZwD/D0RP9+FSHxkYTVdkKPj8zw9rsu72LalmkAfPrgp9QrncPiw6aBevxj1EPTUEw9qcneC73lF5gVnsjZ2AVRRATq9Omo8+enqOtjPPkk+nvvQa1a+RebEEIUUFf372f33LkcWb0aPT7eaj97Fxca9epFi0GD8K5ePQ8jFKJ4mzp1Kr179+bYsWMkJiaycOFCjh8/zr///stvv/1mkzkk+SOEEEJkIK0aP9kRFhvG8z8/j27q9K7Xmxcav5CzAWOvof07GPXaRkuT4d0Wvc0ycLHhqWEFgWmi/Pwz2htvoFy+fLe5fn30uXMx27fPx+CEyDmpAyRszTRNzm/Zwrb33+fC33+n27dEpUq0GDSIRr174+ThkUcRCiHuuP/++9m6dSuffvop9erVw9/fn0aNGrF+/Xrq169vkzkk+SOEEEKko/FWX9yOhRKpbSGwgx/696vY7OtLR7+sFWM2TZOR60ZyLvwc1UtUZ/7D89NdRt8pg5OplGsb0XYNRom7ljQ+CsZ9EzHqTQW1iL29nz+P9uqrqOvWWZpMZ2eMKVMwXnsN7O3zLzYhbESSP8JWTNPk3KZN/PPuu1wKCEi3b5X776fl4MHU7NoVVdPyKEIhRFqqVavGnDlzcm38IvbpUAghhMh73g5uhMRH4u3gZrXPV/99xY/HfsROtWPFkyvwdPJMd0yrK42MBNTD01GPzULBBMB0Kove+htMn5yvTipQEhJQP/sM9Z13UpziZTz8MPqcOVCtWj4GJ4QQBYtpmpzZsIFt777L5V27rPbTHBxo8OSTtBw8GJ/77svDCIUQ1mzYsAFN0+jatWuK9k2bNmEYBt27d8/xHJL8EUIIIVIJDAykTp2k07HSOnY99aqcjIo8Hwo+xBt/vQHAe53fo0X5FtkLLOoc2s7nUUPvfqg3yj6E3vIrcPLJ3pgFlLJrF9qoUSgHD1razLJl0WfPxnzmmdtH1gshhDBNk9N//MG2994jaPduq/3cypen+fDhNHn0UVy9vfMwQiFERvz8/PD19b2n3TRN/Pz8JPkjhBBC5IbAwEB69+5t9fqs1P+JS4zjuZ+fIzYxlodrPMyrrV7NVkzKpbVoe4ajJIQDYCp2GA3fxaj9GihqtsYskMLCUKdMQV28GMW8vbJJUTBGjMB4+23wTH/FlBBCFBemaXLy11/Z9t57XN2/32o/j8qVaTthAo0GDsTO0RGCgvIwSiFEZpw5c4a6deve0167dm3Onj1rkzkk+SOEEEIk03SbHy6VImi6zY8DHd/O8XgrD63k6I2jlHEtw5ePfoma1USNHoP635toZ76wNJmu1dDbrMAs2TLH8RUYpomyejXauHEo167dbW7cGP3zzzFbFqH7KoQQOWAaBsd/+YVt771H8IEDVvuVqFaNthMm0HDAADQHhzyMUAiRVR4eHpw7d47KlVMe2HHmzBlcXFxsMockf4QQQohkQhOiCKnpgJIQleOxDNNg9s7ZALzR5g18XLO4NevWUex2PocSfujumJV6oTf/HOyL0AqY48eTCjpv3mxpMl1dMXx9McaMATv5uCKEEKZhcGztWra9/z7XDx2y2s+rRg3aTpxIg/790aQgvhCFQo8ePZg0aRIrVqyg2u2ahmfOnGHKlCn06NHDJnPIpykhhBAil/x+8ndOhJ7Aw9GDoU2GZv6Gpolybina/tdQ9JikJs0ZvcknmNUG50q9G23ESNoZOtqIkegLF9h8/DRFR6N+8AHq7NkoCQmWZuOxx9A/+QQqF7Hj6oUQIhsMXefoDz+w/f33uXH0qNV+JWvVot2kSdTv2xdVkuZCFCp+fn706tWLVq1aUb58eQCCgoK4//77eeedd2wyh7wqCCGEEMmUtHfF5XgI0Q1yXgzzzqqfl5q+hIejR+ZulHALbe8o1IurLU2mRz0S26wEz/o5jsmqiAjaqyoYRu7NkYzy229or7+Ocv68pc2sUiWpoPNjj+VJDEIIUZAZiYkcWb2a7R98QMjx41b7edepQ/vJk7mvd285rl2IQsrT05P169fj7+/PoUOHcHJyon79+rRr185mc0jyRwghhEhmf3tf3vrjLd4bcffEhdSne2XGrsu72H5pO/aqPS+3fDlTt1FC96DtHIASdcbSpld/CaPJLNCcsxxDgXTuHNobb6D+9pulybS3x3jjDYxJk8BG+9qFEKKwMhITOfzdd2z/4ANCT52y2q9UvXq0nzyZus88I0kfIYoARVHo0qULXbp0yZXxJfkjhBCi2PP3909xglfjxo1TXJ+V073u+HjnxwD0a9CP8u7l0+9sGqgn5qAefAvFTExqsvdEb74As9KzWZ7bFrzsXXE9EUZU7RK2GTA+HvWTT1Dffx8lJsbSbHTujD5nDqRxwoUQQhQnekICh1asIODDD7l5+rTVfqUbNKD9W29R96mnUNQidNqjEMXMokWLGDRoEE5OTixatCjdvsOHD8/xfJL8EUIIUext2bIl3eRPVp0MPckvx38B4PXWr6ffOe462r9DUa/+aWkySrZCb7McXKvlKI6c2NhmHLO2zWLcwHE5Hkvx90d75RWUZNsWzLJl0WfMwOzTJ1dqGAkhRGGhx8dzbu1a/JctI/zcOav9yjRuTPu33qL2449L0keIIuDzzz+nV69eODk58fnnn1vtpyiKJH+EEEKInGq81Re3sqH8vNWXwA5+Nhlzzq45mJj0qNGD+qWt1+lRgreg7RqEEnvF0qbXGYfRwA/UInBCy5UraBMmoK5aZWkyVRVj9GiMadPAswidWCaEEFlkJCZyYNkytr33HrcuXrTar2yzZrR/6y1qPfooiiTLhSgyAgMD0/z/uUWSP0IIIYQNXbp1iWUHlwFJx7unyUhEPfIu6tEPUDABMB190FstwSzbPa9CTcndnW2GTnvVNnUjlJ9+QnvpJZRbtyxtRuvW6HPnQpMmNplDCCEKI9M0ObZ2LX9Pm0boyZNW+5Vr0YIHpkyhRo8ekvQRoghLSEigVatWrFq1ijp16uTaPLJeUAghRLEW2MGPbldL2mTVz5XIKzz07UPEJsbSsnxLOlTucG+n6Itof3dHO/q+JfFj+HQl8cE9+Zf4AfSFC9heu3aKY97btm2bjYF01Lfewq5PH0vixyxZksSFC9H//lsSP0KIYu3spk0sbduWn/r1s5r4qdC6NX1+/ZUXtm+nZs+ekvgRooizt7cnLi4u1+eRlT9CCCGKveyc5pVaUEQQ3Vd252ToSSp7VGbFkyvu+cCuXP4f2u6XUBJuAmAqGkYDP4w640ApeH+PyXLyJyQE7fnnUTdutDQZvXolFXQuVcrG0QkhROFxZe9e/KdM4dymTVb7VLj/fjpMnUrVrl0l4SNEMTN06FDmzJnDZ599hp1d7qRpJPkjhBCi2MvOaV7JpU78/DXgL6qVSFasWY9FPTAJ7dR8S5PpUgW99TLMUvfnaO4CY/9+7Hr3Rjl/HgBT0zBmzMAYM0YKOgshiq2Q48f529eXY2vXWu1Ttlkzqg8bRvuBA3PtS58QomDbv38/W7duxd/fn3r16uHi4pLi+uXLl+d4Dnl1EUIIUWBoffpCeDh4eqJ/vyrjG2RT6qPdcyJ54qeKZxU2PLchZeIn4jh2OweghN0t5GdUeBK9xSJw8LJJDPlNWb4cbfRolNhYAEwfH/Rvv8XskMa2NyGEKAZuXbnCtnfeIXDpUkxdT7NPyVq16Pj229R64glOnDghq32EKMY8PT157LHHcnUOSf4IIYTIN423+hISH4m3g1tSzZ3wcFC1pH9tKHWyJ/XR7tkVFBFEt5XdOBV6iiqeVfjrub+oWqKq5Xrl3HK0fa+g6FEAmKojRpNZGNWHFY3VMPHxqG++ibbgbp0go1Ur9FWroGLFfAxMCCHyR0xYGDsWLGDP0qUkWqnh4V6hAg9MnUqjgQNR7ezQrSSHhBBFn2EYfPbZZ5w6dYqEhAQeeOABJk6ciLOzs83nkuSPEEKIfBMSH4mmqITER+bqPLZK9iR3OeIy3Vd2TzvxkxCBtv8V1PMrLf1N9zoktlkJJRrZNI58c/o02tChqAEBlib9pZcwZs8GR8d8DEwIIfJefFQUe+bPZ8fChcRFRKTZx8nLi7bjx9N81Cjsc+GLnRCi8Pn444/58MMP6dSpE05OTnzxxReEhIQwb948m89V8KpLCiGEEMn4+/vndwj3SDfxc3M/dhtbp0j8GFVfILHbzqKR+DlwAO3557GrX9+S+DEdHEhctAhj/nxJ/AghihU9IYF9X3zBgvvuY8vMmWkmfuycnWk7YQKjjh+nzdixkvgRogD75JNP8PLyYtKkSQDcvHmT8ePH07JlS8qVK0eDBg2YMGEC4alWqV+8eJHevXtTvnx5atWqxdSpU0lMTMxwvlWrVjFr1ix+/PFHVq5cyXfffceaNWswDMPm901W/gghhMhVOamvo/Xpi6rraAsXoX8y2ybxaH360kXX0fr0zVZdoSPXj/Dsj89yKvQUVT2rsuG5DUmJH9NEPTUf9cBEFCMeANPOHb35PMzK/WwSe35Stm9HnTkTdd26FO1mxYroq1djtmiRT5EJIUTeMw2DI2vWsHX6dG6ePp1mH9XOjiZDh9J+8mTcypXL4wiFEFm1b98+li5dSv369S1tV65c4erVq7z99tvUrVuXixcv8sYbb3D16lW++eYbAHRdp0+fPpQpU4b169dz9epVRo4cib29PdOmTUt3zkuXLtG9e3fL5U6dOqEoCleuXKFChQo2vX+FIvlzZx9skdkPm/p+6Hrabeldzs4cGc2Z1THzQ05jyMxjXUQUuecNZPyzys59tcXvVE7HLEo/ozT4+/vTIVnh3y1btliOVi9p74r7kZtE1PNC13VUD0/8dZ3Omoau62hh4XTRVNCNe3+XM/M6pus03eaHe9mb/PT3NPa3901/TKw/dwIuBfDJrk/47dRvAFTxrMKf/f6kknsl9Ohg7PcOR7v6u6W/UaIZCa2WYbrVKHg/YyvxmKaZ8n6bJuqWLdh9/XWK7V0AZqlSJI4ejT5iBJQoUfDuY0FVhF8f0n3fyc79zuv7nl/vIbn9O5Eb753FmGmanN24ka3TpnHtv/+s9rvvscd44IMP8KpRA0j/81ief2YrDM+trI6ZmTmKwutvZp7Ptv7emNUY8oi1541pmgDcunUrRRF1R0dHHNNZnRwZGcmwYcOYM2cOs2bNsrTXq1ePZcuWWS5Xq1aNKVOmMHz4cBITE7Gzs2Pz5s0cP36cn3/+GR8fHxo2bMjkyZOZPn06EydOxMHBweq8iYmJODk5pWizt7fP1KqhrCoUyZ8zZ84AcOrUqXyOxDbsgoNTXE6MiEizLb3bZCSj26c1Z1bHzA9ZjTm1zDzWRU1Red5Axj//7PwsbfE7ldMxi/rvYHx8PMePHwdg1a1ADmzfxt+uwfT1aMyq0n1Zdn4ZAzv2TeozfRp/LFtG6YED4fhx7tN1MA0wTE6n+stqZl7HEiMiCI4JJ6S6HXpMOMdTjXknrrScOnUKwzT4++rfLD25lMDQu6d1dSrbiQmNJhB7JZJrx+dQ7upstMS7sQR7P89Vn1cwLycC1ufIL9Yet4SEBM4eOIDTqVM4nziB56ZNONx+D74jvmxZrg8cSMhTT2E6O8O1a0n/iUwpDq8Pab3vZOd+5/T1Oavy6z0kt38ncuO9s7gKPXCAI599xo09e6z2KdOiBQ2GDMGrZk2CExMJTud9JrW8+sxWGJ5bGcnO5/mi8Pqbmeezrb83ZtQ/v6V+3iiKQpUqVWjQoAGRkXdrSk6YMIGJEydaHefNN9/kwQcfpFOnTimSP2m5desW7u7u2NklpVN2795NvXr18PHxsfTp2rUrY8eO5dixYzRqZH3bv2majBo1KkViKjY2ljfeeCPFce/F5qj36tWrc/r0aWrWrImmafkdTs65u6e8XL582m3p3SYjGd0+rTmzOmZ+yGrMqWXmsS4idF3n1KlTRed5Axn//LPzs7TF71ROxyyiv4N3ODg4UKdOHQB8qYPfuqP4tuyd5vWpL9tpGtxepVPj9l9PLTLzOla+PHZBdqiKimIa1KlTB61kScvqouTz3qHrOkeOH2F3/G7m7J7DidATSXFpDjxX/zlebfUqdTzKoZ1bgt2p+SgxFy23NR28SWi+GI9yPfDI0qOUx+48bjExKEeOoB48iHrwIKP//hvvxYtRbv/VLDmjbl0Sx47F6NMHb3t7vPM45CKjCL8+pPu+k537ndPX56zKr/eQ3P6dyI33zmLmxtGjbPX15eSvv1rtU65lSzq99hqV27S525jJxzbPP7MVhudWRrLzeb4ovP5m5vls6++NGfXPJ9aeN6ZpEh8fz6FDh+5Z+WPNjz/+SGBgIJs3b85w3pCQEGbOnMmgQYMsbcHBwSkSPwClS5cG4FoGfyDr1+/e0gC9e/dOo2fOFYrkz50fpqZpReNLbOr7oGlpt6V3OTtzZDRnVsfMDzmNITOPdRFTZJ43kPHPKjv30xa/Uzkds6j8fKxQFCXF72CWLiu3/0fh3t/jzLyO3b5esVzUMFavwvD3x+jcmdS3DosNY9HeRczZOYcbcTcA8HT0ZFizYYxpOYZyagLqyfmo279CSbyV4rZG6U7orZegOFe4Z9wCJSEB5fffUZcvR9m7FyVZQcFSaXQ3GjfGeOstzMcfR1HVgn3fCoNi8PqQ5vtOdu53Xt/3/HoPye3fidx47ywmwi9c4J933uHg8uWYVoqvetetS6d33qH244+jXLmS8sosPrZ59pmtMDy3sjpmZuYoCq+/mXk+2/p7Y1ZjyGOpnzd3tn15eHikSP5Yc+nSJSZNmsTatWvv2X6V2q1bt+jTpw916tRJdxVRVsyfP98m42RGoUj+CCGEKJwab/XFrWwoP2/1JbCDX6Zuc6ceUG5KXYD60q1LzNs9j8X7FxMRn7ScubxbeV5t/SpDmwzFM+ok6qHxKJd+QDFT7i03yvbAqP0qpk9nyMSHjHwTEoL65ZeoCxeiXL6cZhddVVEaNMBs1Cjpv8aNoXZtsHHBQSGEKMiib9wg4KOP2LtgAXp8fJp9PCpVooOvLw2eew61gH0ZFkJkXmBgINevX0/x+VPXdQICAli8eDHXrl1D0zQiIiJ49tlncXNzY8WKFdjb21v6+/j4sHfv3hTjXr9+HYAyZcrkyf3IDEn+CCGEyDUh8ZGE1XZCj4/MuPNt6Z0MFpUQzc34cCq4lCWnaZZrkddYf2Y9f5z6g/+d+B8JRgIA9UrVo2/lvrza+WVcQjajBjyFeuOfFLc1VUfMKs+h134FPOrlMJJcdvgw2rx5KCtXosTGprjKrF4ds2VLzIYNMRo3ZkdoKPd37JhPgQohRP6Kj4zk3zlz2Dl7NvFW6po4e3vTbuJEmg0fjl0GqwSEEAVfhw4d2L59e4q2MWPGUKtWLV599VU0TePWrVs8++yzODg48O23396zQqhly5Z8/PHHXL9+3bLdy9/fH3d39zRLDOQXSf4IIYTItuTHuGt9+kJ4eNIVnp7ZOkY9LaecovmjRDDrNgzk76s7iTPi6V3tMeY/9TWeWRjHNA12XtrJn6f/5M/Tf7Lv6r4U13eo3IE32rxB94rtCN3zKW6bW6FGnkw5hkMpjJrDMWqMAKeC85ecexgGyh9/oM6bh7ppU4qrTEXB7NYNY8gQzDZtUqxWuj+v4xRCiAJAj49n3+LFbP/gA6KtFLu1d3Wl9Wuv0fr113H0KNBV3YQQWeDu7k69ein/kOfi4kLJkiWpV68et27d4plnniE6OppFixYRERFBxO3kcKlSpdA0jS5dulCnTh1GjBjB9OnTCQ4O5r333uPFF19Mt9ZQXpPkjxBCCKuSJ3dS0/r0RdV1tI9mgKdnUuJHvb30/XYSyNvBDbfDoUTWL2l1jtTbvGITY/nnwj9JSZoWAZx0iUm6IuiEpc/qs7+y++tWrGj3CS1LN7E69vWo68TeOEZ8+Hniwi7QYXfKfdVNyzbl4RoP80TtJ2jmVQH11ALU9UOpGB+Sop/pXhuj1qsYVQeA5mx1vnwXFob6zTdJW7tSnY5murtjDB6MMWoUyF+rhRAC0zA4/N13/O3nR/i5c2n2Ue3taTZsGG0nTsStAG3fEELkjQMHDrDn9gl/zZo1S3FdYGAglStXRtM0Vq1axdixY3nooYdwcXGhX79+TJ48OT9CtkqSP0KIYiF1EiO9pEZRltX7vWXLFuuPW3g4XVQtKeFzZ8VPKoEd/PDd5IvfyLv1flIne+6MdzniMtO2TOPHYz8SnRCddKUL2BsKD4SX4KHuo3i4YmcWLF3InxV3cjbsLB3XPcvbzcbRtXx7TNPEwCAqIZq/r+5k/eUt7LlxAJO7J1d5OnrSvXp3Hq7xMA9Wf5CybmUh/DDaiTkoAd+iGClrOxilO2LUfg2zXA9Q1Ew/bnnuyBHUzz9HXbkSJSoqxVVmjRoYo0djDBwId/5aHRSUD0EKIUTBYJomp//4gy1TpxJ88GDanRSFBv3702HaNEpUq5a3AQoh8tVvv/1m+f/t27fn5s2bGd6mcuXKrFmzJjfDyjFJ/gghioXkSQzLipWFi9A/mZ3PkeWdFPc7E1uyUhdrzurtrUmdfIpNjOXTXZ/yUcBHRCUkJS7Ku5Xn4ZoP03PlbrreKo1HgoL++ksAVE4sy7+P/c7I/W/z47Efmbz3Q9h7zzQWdi6lcCxRFXvPKgQ9sRw71Q5MEyV4E+r+l1Cvrk/R31TsCPN4EJdmU1BLtcj2/cx1up50atf8+aj+/vdcbXTtijF6NGaPHgXuZA4hhMgvFwMC8H/rLS6lqvGRXM2ePen09tv4NGqUh5EJIUTukuSPEKL4ubNixdAz7luUZPF+31OsOfXtPT3ZrOt0iYy8u+0rC0zT5H8n/seETRM4E3YGgDYV2vBR149oU6FN0pHvn/W4vZUsZcwlHD359qlv+WrLx8w+vJiYxBgUFFRFRVNUKlGOAY2f5cFmvWm162M0RUU3DewwUM4tS1rpE57yr72mvSdG9aEkVBvBhYvR1PEqOAX6UggNRV2yBHXRIpRU2xRMV1eM55/HGDkS7rsvf+ITQogC6PKuXWz/4ANOrVtntU/Ftm3p/N57VGrXLg8jE0KIvCHJHyFEkZed48ZFGu4ke26vItG/X8VmX186+iU9ptrDPTI91JHrRxj711g2nUsqRlzerTzvd3mffvX7oSQ/Lj3VnMkpisKLdfrzYp3+Kdq77ZyF64kwVoRc4AX38ng7uFH+SBCPVDmH3e+1UGKvpOhvulTBqPUyRrXBYO8Oug4cz/R9yTMHDqB9/jnKd9+hxMSkuMqsWRNj5MikrV2eWSmDLYQQRZdpmpzfsoXtH37I+TRWSN5Run59Or37LjV79kz5HiSEEEWIJH+EEEVedo4bF/dKnezJjpsxN3nnn3dYsHcBuqnjoDnweuvXmdB2Am4ObunPGRSUlNjxCePPnbPY+HTaW/ZuJkRxq7ojekIURJ7moHs4ute3OEQmpOhnlGyVVM+nwpOgFtC3w8RElF9+Sarn888/91xtPPwwxqhRmA8+CGoBrkkkhBB5yDRNTq1bR8CHH3J51y6r/TyrVqWjry/1+vZFle2xQogiroB+2hVCCFGU6IbO1/99zbS/pxESk3SS1uO1H2dG1xlU96pu49lMGnONAcoB7P5YioKJpt65RsGs8DhG7dcxve9Pccx5gXLjBupXX6F+8QXKxYsprjLd3TEGDcIYMQJq186nAIUQouAxdJ1ja9cS8NFHBB84YLWfS+nStJs8maYvvohdATqGWQghcpMkf4QQQtjG7bo/m93cUmzT8m7mTZslbQi8FgjAfaXuY3b32XSt1jXLU2xsM45Z22YxbuC4e680E1FC1rNC+Z1GyvUUV+k4Qs2hGLXGgFvNLM+bZ/bvR5s/H+X771Hi4lJcZdapgzFqFMaAAeDunk8BCiFEwaMnJHD4u+8ImDGD0BMnrPZzK1eO1q+/TtMXX8TB7d7VpkIIUZRJ8kcIIYqwvDzS/s4JYIa/P3rnzuy/up+ZO2byw9EfACjhVIJpD0xjeLPh2Gv2tps4MRI1+HvUoCUocZdolGwxj+lUDqPmKIwaL4FDSdvNaUsJCSg//ZR0ateOHSmuMhUFs2fPpFO7unYtuCuVhBAiHyTGxhL4zTfsnDWL8PPnrfbzrFqV+8eNo9HAgdg5OeVhhEIIUXBI8kcIIYqw5EfcpyWryaFOnTqle32CnkBI2RA6L+vM9ktJx+gqKLzY9EWmd5hOadfSmZ4rQzFXUM99iHp1JYoekeKqE2ZJvjHrM/2RP0B1sN2ctnTtGuqXX6IuXowSFJTiKrNECYzBgzGGD4fqtt4WJ4QQhVt8ZCT7Fy9m16efEnnlitV+3nXq0Hb8eOr17Ytmb8M/OgghRCEkyR8hhCiitD596aLraH36WlblpJZRcig1a32vR13ny/++5It9X3A54jIAdqodT9d9mnH3j6NJmSZZjt+akk430U5NRLm+FsWIT3GdUaIjw0Od2KNUQMdkegFM/Ci7d6POn4/yww8o8SnjN+vVwxg9GqN/f3B1zacIhRCiYIoNC2PP/PnsnjePmJAQq/3KNG5M24kTqfPkk1LIWQghbpPkjxAi3+Xl1qTCLKPH6Z7rw8Ppompg6Nmaz9vBDbfDoUTWt75d6opyhaG/DmX1kdXE6Uk1anxcfHip2Uu81PQlyruXz9bcaVEi9qFeWsSwJutRrt1tNxUHzNJPold4EVxqs+sfPzQUwLTZ3DkWF4fyww9Jp3bt3p3iKlNVMR97LGlrV8eOsrVLCCFSiQoO5t85c9i7cCHxERFW+1W8/37aTpxIjYcfliPbhRAiFUn+CCHyXVZXnxRXGT1Otn4cAzv44bvJF7+RKY92T9ATWHtsLZ/v/ZwdDjvgYFJ7i3ItGN1yNM/WfRZHOxudnmKa1HY7hebfFfXG7aPOb3+eN+08MMr0xyg/BBx8bDOfrQUFoX7xBepXX6Fcu5biKrNkSYwhQ5K2dlWpkk8BCiFEwXXr0iV2zp7Nf199RWJMjNV+Vbt0od2kSVTu0EGSPkIIYYUkf4QQ+SozW5OKq+QreXLjcVLW/ECF8+dR1vyA2evZDPvfjLnJ53s/Z/G+xQRFJtWosVPs6FWvF6NbjKZVhVY2iQsAIwHl4vdoxz7mhaqH4cbdqyLiXXCp9SpG07FwPdJ2c9qKaaLs3Jm0tWvtWpTExJRXN2qEPmYMZp8+4OycT0EKIUTBdfP0aXbMmsWBZcswEhKs9qv1yCO0nTSJCq1s+P4jhBBFlCR/hBCigEqxkieDLVyW5NDDPcDTMylB5OnJZl1Pcex6cmavZ7l86GCKxI+1rWWnQk/x6KpHORN2BoCyrmUtW7vKupXN4T1NJjES9czXqCfmoMRcTBmvc3X0CiNYsOIsr3ceDvYeQAFK/sTGoqxenXRU+/79Ka4yNQ3zySeTtna1aydbu4QQIg3XDx8mYMYMjnz/PaZhpN1JUbjv2WdpN2ECPo0a5W2AQghRiEnyRwiRr/TvV7HZ15eOfn5W++S0JlBmatcUeneSQ6oG4eFA0mN759j1zEpr69ieoD08sfoJrkdfp6pnVfw6+fFM3Wdw0GxYTDk2GPXUfNRTC1ESbqa4KszuPtxavYNJM1BUdHOW7ea1hYsXURctQv36a5QbN1JcZZYujTF0KMawYVCxYj4FKIQQBduVffvY/sEHnPjlF6t9VDs7Gjz3HPe/+SbetWvnYXRCCFE0SPJHCFHg5bSWjbXaNYVdZpJiKa7PYCVQWk6rp+m2shvRCdE0LduU//X+H2XcymQ35HtFnkY98Snq2W9QjNgUVxnlemLUfRNX77aYigKpjkPPV6aJsm1b0tauX35B0VOuyDKaNcMYNQqzd29wcsqnIIUQomC7sG0bAR9+yJkNG6z20RwdaTJkCG3eeANPqY8mhBDZJskfIUSBlqLWzSez8zucAiWrSbHMrLJKbtmBZayxW4OZYNKtWje+f/p73B3dsxtuSjf3oR2bhXJpLQp3l/abih1m5X7odd4Az/q2mctWTBOOH0ddtw515UqUgwdTXm1nh/nMM0lbu1q3lq1dQgiRBtM0ObtxI9s//JCL//xjtZ+9qyvNhw+n1Wuv4VbWhtuLhRCimJLkjxCiYMvGceVprYjp1KmTjQPLXY23+uJWNpSft/oS2CETyZo7q3oiI8HT02q31I9DWo+LaZp8FPAR0/6eBgr0b9CfLx75wibbvJRrm1CPzUQN3pxyTjs3jOovYtR6GVwqpTtG27Zt72kLCAhIsz3H4uJQ/vkHZd061HXrUM6cuaeLWaYMxksvYbz0EpQrZ/sYhBCiCDANgxO//krAhx9yZe9eq/2cSpSgxejRtBgzBhdv7zyMUAghijZJ/ggh8lxOa/ikp/FWX9yOhXJe/w1vBzdL4qSwHSUfEh9JWG0n9Pi0CxqnTg5ltr5P6sch9WUDg1fXv8rCfQsBaJPYhq8f+xpVUXNwbwDTRD0wCe1EytVbpqMPRq0xGDWGg4NXpobK9eTP1auU/Pln7PfvR920CSUy7Z+B0apV0iqfZ54BBxvWPxJCiCLESEzk6Jo1bP/oI24cOWK1n4uPD61ffZVmw4fj6OGRhxEKIUTxIMkfIUSey2kNn/TcSZpot/9/cZLTx7ThlrcIdvuBm/vOoqDwcfePqR9Z3waJHx1t7yjUs0vuNrnWwKjzBkbVAaDl83HnhgH//Ze0smfdOuz37CGttUemnR3mAw9g9uiB0aMH1KmT56EKIURhocfHc3DFCnbMnMnN06et9nOvWJE2Y8fSZPBg7F1c8jBCIYQoXiT5I4QocHJzZVBRYesi1jdjbnLm4EoSEoJAUVnxxHJ61euV84H1OLR/B6FeWguAiYLRZDZGzRGgZL7wtM1FRqJs3pyU8PnjD5QrV9LsZpYqZUn2mN27p7ulTgghBETfuMF/X33F3oULibh82Wo/r5o1uf/NN2n43HNosnpSCCFynSR/hBAFji1XBiUaifx15i+uR18nJiGG6MRo4iudpXlUCbqFlrDJHIXdxVsXeWzVYyREBKFoDnjWesQ2iZ/EKLSA3qjX/gLAVOzRWy/FrGSDsW/TRoyEiAjaubqgjRiJvnCB9c5nz6L+8QfKunUoW7agxMen2c1o3JjrLVtSYsAA1NatIQunowkhRHEVfPAgu+fN4/B335EYG2u1X6l69Wg3cSL3Pfssqp18FRFCiLwir7hCiBxJvUonrVU7OVrJk43jye9IjA2n8/LO7Lq8K+UV1ZL+qRjnyPP7PmZQrV5Ud6+cvfhsKN3HKQePQ3oOBR/ise8f43LEZVR7V0rWfRLVuWTOB44PQ9v2BGrIDgBMzRm97WrMsg/lfOzkIiJAVWkfE5u0fQvwsnfF9UQYVHROWtXz99+of/6JYqXWhOnsjNm5M+Yjj2A8/DB6+fJcPX4czzp1JPEjhBDpMHSdk7/9xp758zm/ZUu6fcs1b07biROp/dhjKGoOtxMLIYTIMkn+CFHM2HpLVepVOskva336Qng4qpsb2sJF6N+vyvL4KY4nDwrK1G1M0yTmxhFunfubXUYCHo4etK3YFic7J1zsXeCff/jV/SqXHOP44MBcPjgwl4E1n+WLdjNyXt8mB9Jb8ZTVY9oz458L//DMD88QFhtGXe+6XK/YBnsnT3TTyPjG6Ym9ht3WR1DCDwBg2nmgP/ALZql2Nog6HQkJKH/+yeZdUVz/bT1lQkJQjMVpdjUrVcLo2ROzZ0/MTp3AOVndIT3zJ8sJIURxFBsWRuCSJexZsIDwc+fS7VvpgQdoN3Ei1bp1Q1GUvAlQCCHEPST5I0Qxk5vFlu8RHg6qRpfoGMtR7VqfvnTRdbQ+fbOVDMqIkRDDrXNbiL15CoAHKj3A149/TRXPKnc7PQ7rN60nvFw43/y7iI1B21h26gequFVkapPXbB5TbsnJ8fVrj61l0C+DiNPjaFuxLWt7raXz7jm4HQ4lsn4OVv5Encduaw+UyKTH33QsTeIDv4FX0+yPac2lS3A9GOVWBISHo8REo/6btMqrbKqupqpitm6N2bMnRs+e0KAByJcQIYTIkhvHjrHn8885uHw5CVFRVvup9vbU69WLFmPGUL5FizyMUAghhDWS/BFC2Ezq48fx9ITwcDa7ud3drhQeThdVsySDUksrOZRRkuPOMd+bzm4i9NB3GAlRoKi4VmjNhuc2oKn3bt15qGvS9qPeJdqz7OQaXtz+Ju/89ynNvBvySKWuGd5Xmx4tnkmpH4fsJvE+3/M5r294HROTx2s/zvInluNs75z9ItKmCVFnUEJ2oh2cihJzKanZuRKJHdeBu41OxUpISCrSvGEDyr//oly8aD0kgHr1MLp0wWzfHrNDByhVyjZxCCFEMWIaBmc2bGD3vHmc2bAh3b4uPj40GzaMZsOG4VY2dRpeCCFEfpLkjxAi19xJ3qTYrpSN2jXpJTm0ESOJN+MZ//dkPi13LqnNyQuvmg+hupROM/GT2sBavdgTcoCFx5bzwtbXCHjsf9TyqJbubXI7+ePt4HbPKpycrtgyTZOpf09lRsAMAIY3G86nD36aqccohcRolJt7UEJ23v7vX5S44JRzudUiseMf4GKDWkqHD6N+8w3q8uUoISFpdjEVBVzdMJ7rj9m6NTt1ndbdu0P58jmfXwghiqG4iAgOLl/OnvnzCT15Mt2+ZZs1o+WYMdzXqxd2jo55FKEQQoiskOSPEMXEgnP+LLiwhZr2N1lwzp+RVW2/9SszK0cyql2T3vVB0df47szPHAw9hpPmiIudEy5lDvJHqZscdE9afu7s0xDPyg+gaPZZql0zq+VUAkOPsCN4L702D2fbIz/hZu+a6dvbWmAHP/x1fzp3sM3P6XrUdcZvGs/KQysB8Ovox8S2EzOuv2CaEH3udpJnV9K/YQdQzETrNynRlMQHfgUnn+wHHB6Ouno1ytKlqLt33zuHgwNmmzYoZ85iligBHh6gKBiTJgHQOvszCyFEsXbz9Gn2LFjAgaVLibt1y2o/RdOo+9RTtHz5ZSq0aSP1fIQQooCT5I8QxcTIqp0ZWbUzvpt8cyXxkxVZqVUTmxjL/078jxUHV7DhzAaM1Amd2wt0Ssfb88Vzqxl+fjNKVoo26zGQeBMHu5J81+lz2vz6KEfCTjBs+3hWdpyXZx9m09ruZovaTIeCDzF391y+PfQtcXocmqKxoOcCXmj8Qpr97ZQElOvbkq3q2YUSdy3dOUz7EpjerW//dz9m6Y6gZuPtxTBQtm5FXboU5aefUGJiUs7j4IDZvTtGr16Y998P1aqhde4Cd06NMXJYqFoIIYop0zQ55+/PnrlzObluXVLi3wpnb2+aDh1Ks+HD8ahUKQ+jFEIIkROS/BGimMvq6V/J+99T44fMJXYyms/EZNflXSw7sIw1R9cQFhtmua6tTwsertgZwzSI0WOJ/fUnXA2NMRfKUWr6I3B+czoDGygX16CeXogSdQHib6DoSQkGU3WkklcXNrZ4nrbb5/DDud9pXqoRYxsMz/D+2EQGtZCywjANNpzZwGf/fsbGsxst7S3KteDdju/QpUITuLkPJeocStR5iD6PEnUeJeocvvWOom2ZZXVsEwU87sP0boPh3QbTu3VSTZ+cnJJ24QLq8uWoy5ahnD1775yNGmEMHozRqRN4eWV/HiGEECkkxMRw6Msv2T1vHjeOHEm3b+kGDWj58svU79sX++QnJAohhCgUJPkjRDGX1dO/kvcPiY8krLYTenyk5fqsjHUj+gbfHPiGE1VPMH7jeExMEvQEVtmv4sNvPrT0q+RRiQENBzCgzIPU8qiWot6O9nFg0soPw8Bq2sQ0Ua5tQDs4BSUsMM0uihGHEvIH9fmDGzXsWRuhs+bYh2wpUZtOFVPep247Z+HqE8afO2ex8enZmb6/qdm6blB0QjQrD6xg+d5PSIw4TVV7eNNLoXPparTyLIOXEY7y37Moe62f0KKlWuhk2ntilryzqqcNpncrsPe0TcCnTqGNG4fyxx8oqf7KbHp5YfTrhzFoEDS9fVJYUJBt5hVCiGIu/PJl9i5bxn+rVhEbHm69o6JQ+7HHaDFmDFU6dpStXUIIUYhJ8keIYiwzx65ndWVQWlKvBroaeZVPdn3Con2LiE6ITmq8kqyDCi72LjxV5ykGNhpIxyodURXV8uU/K0kTJWQn6sEpqNe3pmg3HX3AsTQm7mDnhhKxHyUhqZiwPQn0cYc+7iaRZwcTG94N59IPg+oMikbDhGOY1TXiE66jXN8Kih179wXSrGUbUDSIvpn0r2J/+1+72/8l//92BARsz3ryxzQhLvj2ip07K3cucD14N+GhgQzSdEZ5AZYFMiaYZyDsTMZDK/ZEqeVwqdTl7qoej/tytqonLYaBumAB6uTJKbZ2mYqC2a0bxqBBmI8/Dk5OGY/l7g4REWxzdaF9VgtXCyFEMWKaJhd372b3kiWcWL8eM52tso6enjQZMoTmI0ZQolr6ByAIIYQoHCT5I0QRFhgYSJ066RyzncFWo8ZbfXE7FkqktsWyrSs7LCuFokN4d9u7fLn/S+L0OACalGlCl6pdUBQl6T8U6njX4ak6T+Hu6H7PWNqIkbQzdLQRI9EXLrA6Z+3EECbEbMdu89wU7WaJpuiN3sP06QqKcnc1iZmIEr4L5cZvqCF/oiTeBMBNBcI2Jv1327w7uRAF2LIeuF1g+G6XTJl0P5gBXyTVx3k+HkwFDAW7X6smtSn2oN5OGKn2SfWJoi6gGLH3jFUWKGuf/nym6ggulTFdq4BLFUzXKin+P07lcFRU6yuobOHMGbRhw1C33k3GmRUrYgwdivH881A5a6eD3fkdMAMC0HPx9DUhhCisEmNjOfLrr+xeupRrhw+n27dk7dq0HDOGhgMG4ODmlkcRCiGEyAuS/BGiiGq6zQ+X0BDe9N+Dt4NbtpI3qbd1ZWalUFpM02T1kdW88dcbXI++DkDrCq2Z3G4yD9d4OGvLyCMiaH97m1daGmo6r11aT0+nEyRfr2K61URv8DZmxafTXsmi2GGWaIdZoh1G9bdRwncQfXU1+vXf8dKsF77MKcVMAD0BHJI1xmZve1McKvbute4mc1yrYLok+9epjO1X8WSWYaAuXow6cSJK1N1tZ/qoURjvvQeuOTtZzZbb54QQoiiICApi36JF7P/iC6JDQtLtW6NHD1qOHk21bt1Q1Hx6nxBCCJGrJPkjRBEVmhBFSE0HNEUlJFlNnqyctHWPbBQlvhB+gVfWv8K6U+sAuK/UfczuPtuy2ifL3N3ZZuh3t/jcueySiPrfWP4K/RLFKd7S3XQqj15/KmbVgUmrZzJDtcf06oCzVwe2ePbmk+2DqGlnYq+AvaLgqDniYu+Mo+bM0zU64uPsxb5d/9K6dQsUIwHlrz9Bj+e6vUZpDcymjcDUwUy4/W8imIlcDbpEubKlk16Jz50BFVAN8CmV1MdIuP1vYtJtFXtwqYTpWhXTtQoXEhWm717Csdg4albqyhdP/4xq55j1xzS3nTuHNnw4qr+/pcmsWhX9iy8wc/L7KIQQ4h6X//2XPfPmcfSHHzASE632c3B1peGzz9LizTfxrl07DyMUQgiRHyT5I0QxY4vjwzNDN3QW7VvElC1TiIyPxEFzYGLbiYxvOx4HzSHjAayNu3AB22fN4v5x45Iuz5uJ8sNglCpHUE/ePenLtPfCuG88Rs1RoGX/VJJO5TsQ0foLvjzxLftuHORa7A0g9vZ/N3n90ncAOKle2B1xpkKFVhzZUA1UlVKAaRjo/b9Ic+xvNsxi3MPjoHx5tId7JG3xMnT0P//IMK7/rv1H9xXdCY+Lo0vVLix8+iccClrixzRRvvoKbfx4lMi7CUh92DCMDz5IqtcjhBAix/T4eI6tXcvuefMI+vffdPuWqFyZFoMG0ahXL5w8PKB8+TyKUgghRH6S5I8QxZmnJ5t1nS6abQvlHr5+mJHrRrLz8k4A2lZsy4KeC7iv1H22m8Q0UK6vRTv3IQ9UugG3d4GZmjNbrjSl/Us/g0OJTA+XXhHpxyp357HK3QEIir5Gx61vERcfQlTsDTw0g8sRl4k1bsKFfzgVtIcPqvowMqgCJRKtv8Tm5MSw2MRYBvw0gPC4cNpWbMuPz/6Ik10miiPnpQsX0EaMQN14txCSWakS+qJFmN265WNgQghRdEQFB7P/yy/Zt2gRkVeupNu3art2tBw8mBqdO6Pa+H1fCCFEwSebeoUoxvTvV7G5fr0U9Xv8k23Nyaq4xDje3vo2rb5qxc7LO3F3cGfuQ3PZ/PxmmyZ+yroGox18BruT41ASbgBgKnboNUaQ2OMYfwV3zFLiB5KSP5lR3qUMHq6VKFuyGVXLdePsy2e5+MpFHk54mOolqqMnxjCl1nmqtdvFWzXOEmwfn+Y4NxOiuFLdkZsJ1o9dt+ajgI84EXqCsq5l+anXT7g65Kxejk2ZJsqSJdg1bZoi8WMMGULi/v2S+BFCCBu49t9//Pbii8yrUYOt06dbTfzYOTvTpF8/Xtqwgf4rV1KrWzdJ/AghRDElK3+EECls2bIlW1vDdlzawYh1Izh64ygAj9R6hM8e+oxKHpVsF1xCCNr5WbzQcDVKxN1mw/th9CoToUb+FP0t41aGpkZT1o5Yy+ojq5n57SgOu0XzYdWLzKl0maG7pvN6g2FUck1naX0mV2EdvXGUGQEzAJj94Gy8nL3S7Z+nLl1CGzkSdf16S5NZoULSap8HH8zHwIQQovAzEhM58ddf7F65kovbtqXb16NSJZqPHEmTIUNwjr33hEghhBDFjyR/hBA5YujxRFzYRqd/52Fi4uPiwycPfsKz9z2bvYLOaU6SiHp6EepBXxT9VtIR64DpXAO9+nTMEg/YZp4cslPt6N+gP8/tWMyvPjf5oOpFdntGMO/oUhYdX8lzNZ5iXIMR1Pasfs9t9e9XsdnXl45+1k9lM0yDUetGkWAk0LNmT56p+0xu3p3MM02U5cvRxo5FCQ+3NBuDBqHPnAklSuRfbEIIUcjFhIXx36pV7F2+nFuXL6fbt1L79rQcM4bajz+Oanf7Y35Q9k6QFEIIUbRI8kcIkS2maRIbeorIC/9g3D5NbFCjQXzU9SNKOpe02TzK9a1o+19DCT9kaYtLtMeu5gSMcoMyf4JXHlJReOJGKR6/4c2mEjf54BF3tlzdwdKTq1l26geeqdKTmEQNN6dSKW6X0UlsS/5bwvZL23G1d2XOQ3Nsl1zLiaAgtFGjUNetszSZ5cujL1iA2aNHPgYmhBCF2/UTJ9i9ZAmHfvqJxHRW72gODtTv25cWo0dTtmnTPIxQCCFEYSLJHyFElpiYrPcKYeqS+7l1dR8AqqMH655eTZdqXWw3UfRFtAMTUS+uSdFs+DzDonUejOz4os2mSlF8uc04m42roNAttASdH17BzuC9fHjgc9Zd2sSac78B4OVek/Kl7rf0T2+73dXIq0zcPBGA6R2nU8Wzis3izBbTRPn2W7TXX0cJC7M0GwMGoH/8MXgVoO1oQghRSJiGwanNm9m9ZAnntm9Pt69buXI0Gz6cpi++iKuPTx5FKIQQorCS5I8QRYi/v3+uHuX+j8dNplY7wz+eYXAVFNUe13JNcS7bzHaJHz0W9cQnqEc/QtGjLc2GVzOMim9hejQnKmGWbea67WZCFLeqO6Jno/hyZrXxac7P3b4iMPQIMw8uYPXZ37gZcYrY+DCCIoIo7552PSDTNPnj9B/4bfUjPC6cZmWbMbrF6FyLM1OuXkUbPRr1118tTWbZsujz52M+9lg+BiaEEIVT7K1bHFizhr3LlnHz/Pl0+5Zv1YqWo0dT95ln0Bwc8ihCIYQQhZ0kf4QoQpIXay5p74rL8RAu1VHxdnCzepvkW420Pn3poutoffqmOAEsISqYx1Y9xvomSSt9HA2VkW1eYUVCJPYOruimYZs7EHkau38eQ4k8ZWkyHUqhN3wXs9oLcOWqbebJR41L1mNFx7nsiUvk/NXNxMTdoO2StvzY60eal2tu6ZegJ7Dm6Bpm7ZjFoetJW95c7V1Z0HMBdmo+vXSbJsr336O99hpKaKil2ejbF/2TT8DbO3/iEkKIQirkxAn2zJzJwR9+ID7K+h8gVDs77nvkEVq88AIVHnkkDyMUQghRVEjyR4hCLL2VPvvb+7I6aDW9O/dGS+cEqRS3Dw+ni6qBoQOQGBPKrUu7iL15ivWAnaEw5FoF3jpfhXJTZvDtxrG2uzMJEdhtf9qS+DEVDaPGCIz608Aha1uIMqqdUxC4OpeldqXHORP0F0GRQXRe3pnnGz7P5YjLnAo9xdmwsyQYCQC4ObgxrNkwXmn5itUVQrkuOBhtzBjUn3+2NJk+Pujz5mE++WT+xCSEEIWQaZqc3bqV3UuWcHrLlnT7unh707R/f5oNGIB7mTJ5E6AQQogiSZI/QhRiGR3L3rhx42yPvf70ekIPfw9GIgD9G/Rn+tdnqRHvDoaOnu2R02AaaP++gHIr6Zh4070Oifd/C54NszVcbm59syY7CSdHew9qVHyEKmoof5z+g8X7F6e43sfFhzEtxzC82fB8PdJd+eEHtFdeQblxw9Jm9OqFPmcOlCqVzi2FEELcER8VxcG1a9mzdCkhp0+n27dMvXq0HDyYeo89hp2TUx5FKIQQoiiT5I8Q4h4/lLrGgDVPg5GIg0dF3Cp3YOnjS9E+7wGq7edTD7+NGpRUP8a0L0Fi+5/ArabtJ7IRL3tXbiZE4WXvamnLbsJJUx1Y22stX+7/kjNhZ6jhVYOaXjWpUbIGFd0roqnWV23luuvX0V55BfXHHy1NZqlS6HPnYj5TQI6ZF0KIAi7s4kX2fPMNgd9/T1xEhNV+iqpS+6GHaDl4MJVatiwYJzoKIYQoMiT5I4RIYYnPZYbVOoxhgGPJWnjVeAgjFz+AKpd+RDv6PgAmKnqblXme+PGyd8X1RBhRtUtkqr8tTwQD0FSN4c2H23TMnFJ++gltzBiU69ctbcZTT6HPnQtyqowQQqTLNE3O79jBnqVLOblxI6ZhvTaek6cnTfr2pfnAgXhWqJCHUQohhChOJPkjRCHVeKsvbmVD+XmrL4Ed/KwWa86KueUv8lrNEwAMaTKEX+2dUVQNrBR09nZwIyQ+Mt2C0ukKO4D271DLRaPxh5hlu2dvrBzY2GYcs7bNYtxA2yZ1CqWQELTXXkP9/ntLk1myJPpnn2H26gXyl2ghhLAqITaWw7/8wp4lSwg+dizdvqVq16bla69Rv1MnHFxc8ihCIYQQxZUkf4QopELiIwmr7YQeH5nUkKpYc1aYpsn729/H73bi5/VLlflw0gJ+25R+MiSwg1+W57KIu4Hd9mctx7kbVZ7DqPVq9sezsYCAANq2bZvfYeQp5X//Qxs9GuXaNUub8fjj6PPmQdmy+RiZEEIUbLeuXGHf8uXs/+47Ym7etN5RUajVtSstBg+matu2KBUqQFBQ3gUqhBCi2JLkjxDFnGmaTNw8kU92fQLA9PM1mHK+StpbvTw92azrdEnn9LBMMRLQdvRHiT6XdNGrBXrzzwvUqpLUyZ8inQwKDUV74w3Ub7+1NJleXuifforZt2+B+rkIIURBYZoml/fuZffXX3Pszz8xdet/fHF0d6dRr140HziQklWr5l2QQgghxG2S/BGiGNMNnTF/juGr/74C4JPLjWgQUg3FM+3kjv79Kjb7+tLRLwcrfgA18E3U61sAMJ3KordbA5pzjsbMbUU1+aP8/jvaqFEoV65Y2oxHHkH//HMoVy4fIxNCiIIpMS6Oo2vWsHvePK7u25du35LVqtHihRdo+MwzOLplc4u0EEIIYQOS/BGiEPH397fZMeYJegKDfx3M6iOrURWVhT0X8kLjF/C1QXInPcqZr9FOfQ6AqTqgt10NzkWswKW7O0REsM3Vhfb5eVpXesLC0MaORV2+3NJkenqiz56NOWCArPYRQohUIq9eZd8XX7B/8WKikm2PTUv1Dh1oMXgwNTp2RFFz4ZhMIYQQIosk+SNEAZY62bNlyxabJH9iEmLo91M/1p1ah71qzzdPfMOz9z2b43EzotzYgbbvZctlvdl8TO82WR6noK/A0RcuAMAMCEC3Emtax8XnFeXPP9FGjkS5fNnSZjz8MPqCBSAnzQghRApX9u5l99y5HFmzBiMhwWo/e2dnGj77LC0GDaJUzbw9tVIIIYTIiCR/hCigGm/1xe1YKJHaFgI7+N1zupe3gxtuh0OJrF8y6QaZrMcTERfB02ue5u8Lf+Nk58TqZ1bzcI2H0+x7zxw5EX0JLaA3ipn0wVmvOQaz2qBsDVXQkz93pBenrY+Lz5TwcLTx41GXLLE0mR4e6LNmYQ4aJKt9hBDiNj0hgeM//cTuefO4vHNnun09K1akxaBBNO7dGydPzzyKUAghhMgaSf4IUUClPs0r9eXADn74bvLFb2TSFq3M1OMJjQnlse8fY3fQbtwd3Pm59888UPkBq/0DO/jhr/vTuUMOVxvpMWgBvVDikpbJGz6dMRp/lLMxc5E2YiTtDB1txEjLKp7CTtm4EW34cJSLFy1tRvfu6AsXQqVK+RiZEEIUHNE3brD/yy/Zt2gREclWR6alcseOtOzfn1rduqHm9CAEIYQQIpdJ8keIQqxTp06Z7ns96joPfvsgh68fxtvZm9/6/kbzcs0zvF3qbWZZmRMA00TbMxL15t6ki67V0Nt8C6p91sbJSxERtFdVMAybDpsvRaMjIlAnTkRbvNjSZLq7o8+YgTlkiKz2EUIIIPjoUXZPn86h775Dj4uz2s/OyYn6/frRcvRofBo1kmPahRBCFBqS/BGikEhrC1ZWEjN+W/04fP0w5dzKsa7fOuqXrp+tOLJac0g98QnqhaQjxE3NlcR2P4Cjd7bmLsy67ZyF66kwotSAPNvypWzenLTa5/x5S5vRpQv6okVQpUqexCCEEAWVoeuc/Osvdi9dyoUMtna5V6hA8xEjaDJ0KC6lSuVRhEIIIYTtSPJHiEIi9TavtFhLzFyJvMLSA0sBWP7E8mwnfrJKuboe9cBky2W91dfg2TBP5i5obiZEcau6I3pCVO5PFhmJOnky2sKFlibT1RXjo48wXnpJVvsIIYq1mPBwDqxezZ5vviH80qV0+1a8/35ajBlDnSefRLMvwCtWhRBCiAxI8keIYmDOrjnE6/G0q9iODlU6pNs3y9u6rIk4gbZzAApJW6f0elMwKz5lm7GFVcrWrWgvvYRy9qylzejYEf2LL6BatXyMTAgh8teNU6fYs3QpB3/8kYSYGKv9VHt76vXuTcsxYyjXPOPt0UIIIURhIMkfIQqR7CRmQmNCWbRvEQAT2k3IsL8tjpIn4RZ2259BSQgHwKjwBEa9KTkfN5902zkLV58w/tw5K39O6cqMqCjUKVPQ5s+3NJkuLhjvv48xYgSoaj4GJ4QQ+cM0DE7//Te7v/6as//8k25f1zJlaDZsGE1fegm3smXzKEIhhBAib0jyR4hCJDuJmQV7FxCVEEXjMo15qPpDuRBVKqaBtmsgSsTxpIse9dFbfg1KwU4+pFeIOU+3bGWVYaCsWIHm64uS7GQao3179MWLoUaNfAxOCCHyR1xkJAd++IG933xDaLKVkGkp16gRLQcPpu6LL2Ln6JhHEQohhBB5S5I/QhRhUQlRzN+btBJkQtsJKHlQ60U9PB31yjoATIeSJLb7Eezdc33enMrzU7hsQPH3Rxs/HiUw0NJmOjtjvPsuxujRstpHCFHs3Dx/nj1LlxK4Zg3xkZFW+ymaRt0ePWg5eDAVmjVLen+UxI8QQogiTJI/QhRhP577kZuxN6lVshZP1cn9ejvKxTVoRz8EwFS0pCPd3arn+rzFztGjaJMmoa5bl6LZePRR9I8+glq18ikwIYTIHzdOnWLbZ59x5NdfwTSt9nP28qJp//40GzAAj3Ll8jBCIYQQIn9J8keIIio2MZblp5cDMP7+8WiqlrsTRp5B2zPcctFoPAOzTJfcnbO4uXYN9Z13UL/6CkXXLc1m06boH32Eaati3UIIUUiEnj3Lts8+4/Avv2AahtV+PnXr0mLwYOo/8QT2Tk55GKEQQghRMEjyR4giasWhFVyPvU5F94r0a9AvdyczdbTdQ1ESk5bYG1UGYNQck7tzFicxMahz5qDOnIkSEWFpNitWRH/7bcz+/WWLlxCiWLl5/jzbPvuMQz/9ZDXpo6gqtbp1o+XgwVRu0yZPtj4LIYQQBZUkf4QoghKNRD7e+TEAr7d+HQfNIVfnU49/gnpjOwCmazX0pnNAPmTnnGGgfPst2rRpKJcuWZpNNzeM8eMxXn0VnJ3zMUAhhMhbYRcvsn3uXA78+CNmshWQyTm4udG0Xz+aDxxIiUqV8jhCIYQQomCS5I8QRdDqI6s5F34OLwcvXmj0Qu5OFnYA9fB0AEwU9FZfF4oCzwWd8vffScWc9++3tJmahjF0KMbUqVCmTD5GJ4QQeSv88mW2z5vHgTVrMBIT0+zj4OpKi8GDaf3iiziXKJG3AQohhBAFnCR/hCggGm/1JSQ+Em8HNwI7+GV7HMM0mBEwA4ABNQfgYu9iqxDvpcdh9+9gFCM+ae46b2CWapd78xUHx44lFXP+/fcUzUbPnujvvw/16uVTYEIIkfduXblCwPz5/Pf99xgJCWn2sXdxocWgQbR+6SVcSpbM4wiFEEKIwkGSP0IUECHxkWiKSkh8Ut0cbwc33A6HElk/ax9kfzv5G0duHMHDwYPe1XrnRqgW6mE/lPCDAJieDTHqT8/V+Yq069eTijkvXpyymHPjxknFnLtI8WwhRPERERREgK8v/333HXp8fJp97JyckpI+w4bh6u2dxxEKIYQQhYskf4QooAI7+OGv+9O5Q+dM38Y0TT4K+AiAEc1H4J6L26+UG9tRjyfVFTIVexJbLQHNMdfmK7JiY1FnzED96KOUxZwrVED388McMECKOQshio3I4GB2LFzI/m+/JTE2Ns0+do6ONBswgDYjRuBWunQeRyiEEEIUTpL8EaKASGulT+fOmU/8APif82d30G6c7ZwZ3Xw0Ny/dtHWYSRIi0P4dgoIJgNFgOpRolDtzFVWGgfK//6HNnIly+bKl2XR1xXjzTYzXXgOXXNyyJ4QQBUjUjRvsXLSIvcuXW036aA4ONO3fn7ajRuHm45PHEQohhBCFmyR/hCggAjv44bvJF7+R2a/3c2fVz9AmQ/Fx9eEmuZP80QLHo0SdBcDwbotR541cmaeoUg4cQJ0yBfXAAUubqaoYQ4ZgTJsGZcvmY3RCCJF3okNDk5I+y5aREBOTZh/NwYEmffvSdtQo3OX1UQghhMgWSf4IUUTsurwL//P+2Kl2vN7m9VybRwn6HfXsVwCYmit6q69A0XJtvqLEKS6RET/sQVv/DYphWNqNhx9OKubcoEE+RieEEHknJiyMXYsXs2fpUuKjotLso9rb07hXL9qOHo1nhQp5HKEQQghRtEjyR4gi4oPtHwAwoOEAKnlUQk9WNNhm4m6g7Rlhuag3mQVuNWw/TxHU6nAQvl8HUCk4WV2fOnXQp0zB7NMnHyMTQoi8ExMezr9ffcXur78mPjIyzT6KptF40CDaDh5MiUqV8jhCIYQQomiS5I8Qecjf3z/LdXwyY8elHaw7tQ5N0Xjz/jdtPj4Apom2dzRK3DUAjHI9MasNyZ25Chgve1dcT4QRVbtE1m8cHo72/vt8+f16S5Pp4IDx6qsYw4aBvb3tAhVCiAIqPiqKXYsX8+9XXxGXrLh9coqm0fDpp2n38st4tWkDQUF5HKUQQghRdEnyR4hcklaiZ8uWLSnaUvfp1KlTlucxTZOpW6YCMKjxIGqVrJW9gDOgXFiJevmnpDkdvNFbLARFyZW5CpqNbcYRYATQtk3bLN1O+fNPtKlTUa5ft7QF1i1PvfnLoYasmBJCFH2mYXBwxQq2TJ5MZHBwmn0UVaXBk0/S7pVXKFm1at4GKIQQQhQTkvwRIpekTvRkpk92VgVtOreJrRe24qA58Fb7t7J8+0yJvoi27zXLRb35fHAqXkU327bNQuInOBht2jTUP/+0NJlubqxv0YKuX38tR7cLIYqFiwEBbBw7lit796bdQVGo//jjtH/lFbwlIS6EEELkKvkGIkQ+abzVl41lQ2m81TfbY5imybQt0wAY0WwElTxyoTaCaaDtfhEl8RYARuX+mBWftv08RYFpoixZgl23bikSP0a3biT+9Rf7GzSQxI8QosgLP3+enwcMYHmnTmknfhSF+x59lJc2bOCJOXMk8SOEEELkAVn5I0QuaLzVF7eyofy81ZfADmkf3R4SH0lYbSf0+LQLXmbG/078jz1X9uBq78r4tuOzPU561FPzUYP9ATCdK6I3/TRX5in0Tp1CGzUKdcsWS5Pp7Y0+fTrmo48Wmy1yQojiKz4ykiPz5/Pb8uUkxsam2ad6hw50mTwZn7p18zg6IYQQoniT5I8QuSB1YqfxVl9C4iOpUjY+3YRQVuiGju/fSauGXmn1Cj6uPjke8x63jqIeuLuVTG/5JTiUsP08hZlpoi5ahDphAkpMjKXZePpp9KlTwcsrH4MTQojcZxoGh1auxH/KFCKvXEmzj3eNGnSbMoUauXDogRBCCCEyJskfIfJASHwkmqJyKVlCyNvBDbfDoUTWL5mtMVcdWcWRG0fwcvLi9dav2zLcJEYC2r+DUYykv97qNcdgluli+3kKs8RE1NdfR/v8c0uTWaUK+ttvY3bsmI+BCSFE3ri0Ywd/jR3LlT170rzeycuLB6ZOpdljj6HJ6YZCCCFEvpHiE0LkAW8HN3TToOKJWLwd3AAI7OBHt6sls7UKKF6P552t7wAwts1YSjiVsGW4AKhH30e9uQ8A070ORqP3bD5HoRYVhTZsWIrEjz5qFIn790viRwhR5IVfuMDPAwawrGPHNBM/iqbRfNQoRhw5QssxYyTxI4QQQuQzWfkjRB64k+Dx1/zp3CFnR7sDLA1cypmwM5RxLcPoFqNtEWIKSuhu1KMfAmAqGnqrJaA523yeAsvdnW2GTntVS/v6a9ewGzIE5fBhAEw7O/SFCzEHDky6/tatPApUCCHyVnxUFDtmzmTX7NlW6/pU696dbjNnUrpevTyOTgghhBDWSPJHiDyU+ij37BztHpMQw3vbklbhTGo3CVcHV5vEZpEYjbbrBRRTB8C4bzJmyRa2naOA0xcuYPusWdw/bty9Vx45gt3QoSi361qYnp7oq1djZuJnmaXj4oUQogAxDYND336bVNcnKCjNPiVr16b2yy/TYehQ7OzkI6YQQghRkMg7sxCFzIK9C7gSeYUqnlUY2mSozcdXD05GiTwJgOHVAuO+iTafo7BStmxBGz0aJSoKALNiRRJ//x3uuy9Tt5fkjxCiMMqwrk+JErSfOpUmL73EqTNnUOR0QyGEEKLAkeSPEIXIrbhbzNgxA4CpD0zF0c7RpuMr1zainUqqYWOqTuitvgZV6jQAqCtWoPr6oui3V0Q1aYK+eHGmEz9CCFHYhF+4gP9bb3Hk++/TvF7RNJoNG8YD06bh4u2Nfvv1UQghhBAFjxR8FqIQmfPvHEJjQqnjXYf+DfrbdvD4m2i7X7JcNBp9AB51bTtHYRQTg+rnhzZlyt3ET48e6KtWQenS+RycEELYXnxUFFv9/FjUsKHVxE+17t15cc8eHpozBxdv7zyOUAghhMgdn3zyCV5eXkyaNMnSFhsby7hx46hevToVK1Zk4MCBBAcHp7jdxYsX6d27N+XLl6dWrVpMnTqVxMTEvA4/XbLyR4hC4kb0DT7d9SkA0ztMx0614dPXiEfb0R8l5nLSRZ8uGDVH2m78wsg0UX77De2DD1AuX7Y068OHY0yYAKrkzoUQRUum6vrUqkW3mTOp0aOHbO8SQghRpOzbt4+lS5dSv379FO2TJ09mw4YNLF26FA8PD8aPH8/zzz/P+vXrAdB1nT59+lCmTBnWr1/P1atXGTlyJPb29kybNi0/7kqaCkXy584y4iKznDj1/dD1tNvSu5ydOTKaM6tj5oecxpCZx9pGTMvwthl/RsAMIuIjaFqmKY/XejzDcTP9vDFN7PcORw3elHTRoSTxzRaCYQIF4GeeXEb3JTuPdRq3UY4epf9PP2E3f76lzbSzI9HXF71/fzDNu7dLa87C+NwqDLLzOpaNx7bIveekRX5H808Bfewv79zJpjfftFrXx7FECdpNnkyz4cPRHBwwDOOePuk+d7Jzv/P6985G7yFZvn1u/07kxnunSFs2P2Pm+ftOYXhuZXXMzMxRQF9/syQzz2dbf2/Magx5xNrzxjSTvoXdunUrxR8pHB0dcXS0XjIjMjKSYcOGMWfOHGbNmmVpDw8PZ8WKFSxevJgOHToAMG/ePFq3bs3u3btp2bIlmzdv5vjx4/z888/4+PjQsGFDJk+ezPTp05k4cSIODg42u985USiSP2fOnAHg1KlT+RyJbdilWiKWGBGRZlt6t8lIRrdPa86sjpkfshpzapl5rG0hMTERTVHRTYPjx4/neLxrMddYsGcBAC9Wf5GTJ05m+rYZPW/KXptPmRsrATAUR05XmE30xWgg53HbWkY//+z8LJOPqYWH4/PNN3itW0eVZF9sIlq0abwpgQAA57NJREFU4OqIEcRXrgynT2c4Z2F8bhUG2Xkdy8ljW1Tec9Iiv6P5p6A99tFXr3Jkzhwu/fFHmtcrmkbVZ5+l7ogROHp5cers2QzHTOu5k537ndP3/KzK6XtIdufM7d+J3HydFCnl9DNmXr3vFIbnVkay81gXtNff7MjM89nW3xsz6p/fUj9vFEWhSpUqNGjQgMjISEv7hAkTmDjR+kE2b775Jg8++CCdOnVKkfwJDAwkISGBTp06Wdpq165NxYoVLcmf3bt3U69ePXx8fCx9unbtytixYzl27BiNGjWywT3NuUKR/KlevTqnT5+mZs2aaJqW3+HknLt7ysvly6fdlt5tMpLR7dOaM6tj5oesxpxaZh5rG7ALskNVVBTToE6dOjkeb/76+cQZcbSt2JbBDwzO1FJ7Xdc5depUus8b7ezX2N9YDICJQmKrpVSq8GSO4801Gf38s/OzdHeHxES0b7/F7tNPUcLDLVcZlSuTOGUK9l26UMnaY57WnIXxuVUYZOd1LBuPbWaeO4We/I7mnwLy2MdHRbFr9mz+/eQTEmNi0uxTtWtXusyYQel69TI1ZrrPnezc75y+52dVdt9Dcjpnbv9O5MZ7p0hbNj9j5vn7TmF4bmUkO491AXn9zZHMPJ9t/b0xo/75xNrzxjRN4uPjOXTo0D0rf6z58ccfCQwMZPPmzfdcd+3aNRwcHPD09EzR7uPjw7Vr1wAIDg5OkfgBKH27NuidPgVBoUj+3PlhappWND6Ip74PmpZ2W3qXszNHRnNmdcz8kNMYMvNY28idl5qc/s6evnmaJQeWAPBup3exs8va09ba80a5+hfaf69YLhtNPkap/AwF4KdsXUaPZXYe66NHsRs7FiXZCi3T1RVjzBiMIUNQHB3Tf0zSmrMwPrcKg+y8juXgsS0y7zlpkd/R/JPPj71pGBz+7jv8p0whIlk9s+RK1qpF1xkzqNmzZ7bq+qT53MnO/c7r37vszJcbn0tsPWcuvk6KVHL4e59n7zuF4bmV1TEzM0dReO/LzPPZ1t8bsxpDHkv9vLmz7cvDwyNT72GXLl1i0qRJrF27Ficnp1yLsyAoFMkfIQobbwc3QuIj8XZwy/FY7/zzDolGIg9Vf4j2ldvbIDogPgxt94so5u29srVfw6g1xjZjFxamibp4Meobb6DEx1uajaefRp8wAcqUycfghBDC9i7v2sVfY8cS9O+/aV7vVKIE7adMofmIEWgFpD6BEEIIkZsCAwO5fv16im1duq4TEBDA4sWL+fHHH4mPjyc8PDzF6p/g4GDK3P6+4OPjw969e1OMe/36dQBLn4JAkj9C5ILADn42GedQ8CG+O/QdAH4dbTMmgBY4HiX2CgBG2YcwGn1os7ELhVu30EaORF2zxtJk1q+P/s47mM2a5WNgQghhe7cuXsT/rbc4vGpVmtcrqkrTYcPoMG0aLqVK5XF0QgghRP7p0KED27dvT9E2ZswYatWqxauvvkqFChWwt7fn77//5vHHHwfg5MmTXLp0iZYtWwLQsmVLPv74Y65fv27Z7uXv74+7u7tNSoDYiiR/hCjApm+dzv/Zu+/wKKq2DeD3zKSSnkDooQVC702aEJooShVBii8ICAgivYl0EKQpXcCGH01AkCK9RAi99w5SEwghvezOzPdHYCHJpm22JvfvurjIzpyd88zunNnZZ8+co0JF+7LtUb2gcZISQsheiPd+BQCodm6QaywGhFw0bfnZs7Dr2hXCW4PDyf/7H5QxY4B07gUmIrI1iTExODZnDo7NmZPuuD7Nvv8evhUrmjk6IiIiy3Nzc0P5FGPb5cmTB97e3rrl3bp1w7hx4+Dl5QU3NzeMHDkStWrV0iV/AgMDERAQgH79+mHixIkIDQ3FtGnT0Lt373THGjI3Jn+IrNSpx6fw942/IQoiJjSaYJyNaqMhneqve6hU/g7IU9Q427Z2r2/zGjYMQkJC0iIPD8gzZ0J97z0LB0dEZDyqouDy2rU4MG5c2uP6+Puj6fffGzyuDxERUW4xffp0iKKIHj16IDExEYGBgclmBJMkCWvXrsWwYcPQsmVL5MmTB126dMHYsWMtGHVqTP4QWalvD30LAOhWqRvK5S1nlG2KF7+BEHsfAKDkexdKyc+Nsl2rp+c2L6VGDcj/939ADh/YjYhyl4zG9XH08EDDb75Bjf79Oa4PERGRHtu2bUv22MnJCbNnz06W8EnJz88Pf771XcMaMflDZIVOPzmNvXf3wl60xzcNvjHKNoXnRyDdWgwAUCVnyDWX5o7bvc6dg92nnya/zWvgQCgzZiTd5vX4sQWDIyIyjsgHD3Dgm29wec0avesFUUS1Pn3Q8Ntv4fJqPAIiIiLKPZj8IbJCK8+uBAB0KNcBxT2LZ3+Dchykk311D5WKkwHXUtnfrjVTVYiLF0McNUo3m5fq4QH5p5+gtmtn4eCIiIxDExuLY3Pm4Ojs2RzXh4iIiNLE5A+RlYlOjMbaK0kzsnxe1Ti3ZYmXp0CIvgkAULzr5Pxp3V+8gNSnD8StW3WLlOrVIa9eDZQsacHAiIiMQ1VVXFm7FvvHjUPUw4d6y3j7+6PprFnw/+ADjutDRESUyzH5Q2Rl1l9Zj+jEaPh7+6ORX6Nsb08IPw3x+lwAgCo6QK61DBCkbG/XWglHjkDq0QPCgwe6ZfLgwVCmTuVsXkSUIzw+dQp7hgzBo+PH9a539PBAg3HjUHPAAI7rQ0RERACY/CGyOivPJd3y9XnVz7P9S62gaGB/uh8EKAAApfw4wL18Bs+yUbIMcfp0iJMnQ1CS9lf18YG8YgXUDz6wcHBERNmXGBODoIkTcXLBAqivznNvE0QRVXv3RqMJEziuDxERESXD5A+RFTkfch4nH5+EvWiP7pW6Z3t7vs9/hhh5CQCgelaBEjA829u0SiEhkL7+GuLRo7pFSqNGkH/7DShc2IKBEREZx939+/FP//54efeu3vXFAwOTxvWpVMnMkREREZEtYPKHyIr8fO5nAMBHZT6Cr4tvtrYlRFyG7/PlAABVkKCt+RMg2mc7RmsjHDgAafhwCGFhAABVFKGMGwdl7FhAyrm3txFR7hAXHo79o0bh/K+/6l3v5e+PpjNnonTr1hzXh4iIiNLE5A+RlYjVxGL1pdUAgM+rZXOg58SXsD/VE6KqBYCkHj9e1bIbonVJTIQ4ezakn37SLVILF4b8229QG2V/rCQiIku7tnMndk2ciJinT1Otkxwd0WDcONQdOpTj+hAREVGGmPwhMoIqQRMQlhgNHwdXnG80yaBtbLy2EREJESjhWQKBxQMND0YbC+lwW4gRFwEAiltA0lg/Ocl//0EaNAji+fO6RUrTppBXrQLy5rVgYERE2RcdGopd336L6zt36l1fpH59fLB0KXwCAswcGREREdkqJn+IjCAsMRqSICIsMdrgbaw8mzTQc88qPSEKomEbkRMgBXeCGBYMANBKXpDrroMoORkcl7URtm6FNHYshKgoAIBqbw9lzBgoPXsy8UNENk1VVVz480/smzoV8ZGRqdY7uLqiyYwZqN6nDwTRwM8JIiIiypWY/CGyApdCLyH4YTAkQcJnVT4zbCOKFtLxHhBDdgMAVDt33PFbDD+3HPLLcGwspDFjIK5Zo1ukFi8O7YIFAAc4JSIbF/7ff/hn7FjcO3xY73r/99/HewsWwL1oUTNHRkRERDkBkz9EVmDGkRkAkgZ6LuhaMOsbUBVIp/tDfPRX0kPJGYn1NiEuLIf0hLl0CXZdu0K4elW3SGnbFvLUqYCrqwUDIyLKHkWWceqXX3Bozhxo4uJSrXfOmxct5sxB+c6dOaAzERERGYzJHyILu/zsMjZc3QAAGNfQgLF5VBXi+ZEQ7/2W9FCwh1xvPdS89YGw68YM1fxUFcLKlZCGDoUQH5+0yNkZ8uTJUDt2BPhFiIhsWOj169gxciQevzV+2dsqtGmDZosXwyVfPjNHRkRERDkNkz9EFjb136lQoaJdQDtU9q2c5eeLV6ZCuvkjAECFCLnOb1ALtARk2dihmtfLl5D694e4caNukVq2LLQLFwL+/hYMjIgoe7QJCQhetAjBS5ZA0WhSrXcrWBCtpk2Df2AgwMQPERERGQGTP0QWdDH0IjZeS0pufNPwmyw/X7zxI6QrU3SP5ZpLoRbtaLT4LEU4cQJSt24Q7t3TLZP794cyeDDglHMGryai3OfRmTPYPmoUnt+8qXd99e7d0WTkSDi6uZk5MiIiIsrJmPwhsqCp/04FAHQo2wGVfLM2aLFw91dI54frHstVZkMt8T9jhmd+sgxx3jyI334LQasFAKienpCXLYParh3w+LGFAyQiMkxidDQOTZiAkwsXAqqaar13yZJ4/7vv4Fe7tgWiIyIiopyOyR8iCzkfch5/Xf8LAoQs9/oRHm2BdKqf7rFc/hsoZb4ydojmdfYspC+/hHjqlG6R8s47kH//HShWzIKBERFlz509e/DPgAGIuH8/1TpBkvDOF1+gwVdfwY49G4mIiMhEmPwhspDXvX46luuICvkqZPp5wrN/IR3rBgEKAEAuPQhK+fEmidEsoqMhTpoEccECCErSPqmCAGXkSCgTJgB2PE0RkW2Ke/ECe0eMwMVVq/SuL1CxIj6YORP5K2T+M4CIiIjIEPxWRWQB50LOYcuNLRAgYFyDLMzwFXER0pH2EJQEAIDi9ymUKt/b7KxXwpYtkIYMgfDwoW6ZWrYs5MWLoTZoYMHIiIgMp6oqrm3ciF1ff43Y0NBU6+0cHdFwyBDU6d0bIhPcREREZAa84iAyAh8HV7hefoHoCt6ZKj/l36RBmjuV74Ty+cpnrpKYe7ALag1BEwEAUAq0hFxrOSCIBsVsUQ8eQPr6a4hbt+oWqU5OUMaOhTJ0KODgYMHgiIgMF/XoEXYNHowbf/+td33R2rXx/nffwadkSTNHRkRERLkZkz9ERnC+0SQckA+gSaMmGZY9+/Qstt7YCgECxjYYm7kKEp7DLugDCPFPAACKdy3I76wBRPvshG1+Wi3EhQshTpoEISZGt1hp0QLyDz8ApUpZMDgiIsNpExJw4ocfcGTGDGjeOr+95uDmhsDvvkO1Vq0giDaYtCciIiKbxuQPkYEOHDiAJk3eJHve/js9r3v9fFLhE5TLWy7jJ2ijIf37EYTopGmBVbcykBtsAexcsx60BQknT0IaMADC+fO6ZWqBApBnz4b68cc2e+saEdGtf/7B3mHD8OLWLb3r/d9/H+8tXAj3IkU4ayERERFZBH96IjLQwYMHs/ycM0/OYNvNbRAFMXNj/SiJkII/gRieNAOW6lQI2obbAce8Wa7bYiIiIA4eDKlBA13iRxUEyF98Ae2FC1A7dWLih4hsUvjt2/izXTusb9NGb+InT758aLNqFT7+66+kxA8RERGRhbDnD5EZTf53MgCgc4XOCPAJSL+wqkA62QdiyJ6kh/ae0DbaBrjYyLTnqgphwwZIw4dDePLkzeLKlZMGdK5d24LBEREZLjEmBsEzZ+L4vHmQExJSFxAEVO3ZE42nTkWevDaUrCciIqIci8kfIjM59fgUdtzaAVEQMbZ+BmP9qCrE86Mg/rcm6aHoBLn+JsCjohkiNYI7dyANHgxx1y7dIjVPHigTJkAZNIjTtxORTXo9i9e+UaMQ+eCB3jKFatdGi/nzUahmTTNHR0RERJQ2fgMjMpPXY/18WvFTlPEpk25Z8cZcSDd/AACoECHX/QNqPhuY+lyjgThvHsSpUyHEx+sWKx98AHn+fKCYjfRaIiJK4dnly9g9ZAjup3HLbx5fXzSZNg2Vu3fngM5ERERkdZj8ITKDE49O4J/b/0ASpAx7/Qj3fod0YYzusVxjMdTCH5k6xGwTgoOTBnS+ckW3TC1cGPK8eVDbtOG4PkRkk+JfvsS/U6bg1OLFUGU51XpBklDzyy/RcPx4OHl4WCBCIiIioozxpymySgcOHLB0CEaN4XWvn66VusLf2z/NcsKTHZBOfaF7LFecBLVkL6PFYRIvXkDq1w92jRvrEj+qKEIeNChpQOe2bZn4ISKboyoKzv/6K5ZWqICTCxboTfwUa9IEvU+dQvPZs5n4ISIiIqvG5A9ZhZSJFkNm0jI2Y8Vw7OEx7LqzC5IgYUz9MWmWE8KOQTraBYKa9AVD9v8SStnRRonBJFQVwv/9H+wqVYL488+6xUqNGtAePQplzhzAzc2CARIRGebxyZP4rWFDbO/bF7HPnqVa7160KNqtWYNPd+5EvgoVLBAhERERUdYw+UNWwRqSPVnp6VMlaAL2FniBKkETMiz7utdP98rdUcqrlP5CkVcg/dsGghwHAFCKdIRSdY719pi5cQNSq1aw69kTwqsvRqqbG+R58yAfPgxUq2bhAImIsi4mNBTb+/bFr/Xr4/HJk6nWS46OqD92LL64eBHlOnSAYK3naCIiIqIUOOYP0SsHDx5EkyZNMlU2LDEaL8s4QU6MTrfc0YdHsefuHtiJdmn3+ol9ALug1hA04QAAxTcQcu1fAMEKc7MJCRBnzYI4cyaExETdYqV9e8hz5gCFC1swOCIiwyhaLU4vXYqgSZOQEBGht0zp1q3RbPZseJUsaeboiIiIiLLPCr9dUm6XlV411l7n614/PSr3QAnPEqkLJL6A3b+tIcQ9BAContUg11sPSI5GjcMYhIMHYVe9OqQpU3SJH7VYMWg3b4a8di0TP0Rkk+4fOoSVtWphz9ChehM/3qVL45OtW/Hxpk1M/BAREZHNYvKHLE76pDMCL1+B9ElnAEm9ah6WcUJYBr1qjCllncZIBgU/CMbeu3thJ9phdD09Y/doYyEdbgch8ioAQHUpBW3DvwF7d4PrNIlnzyD16gW7Fi0g3LwJAFAlCfKwYdCeOwf1/fctHCARUdZFPniAvz79FP/XvDmeXb6car2DqyuaTJ+OPmfPolTLlhaIkIiIiMh4mPwhs0s1tk5EBAJj44A0utrrfY6J6UtAZTWGyf9OBgD8r/L/UNyzePKVihbSsU8hhh0FAKiO+aFttB1wyp+tuI1KUSD88kvSgM5//PFmcd260J44AWXGDMDFxYIBEhFlnTY+HkdmzMCySpVwdcMGvWUqdOmCLy5dwjvDh0NycDBzhERERETGx+QPmZ0hgztbw4DQb8fg4+AKWVXg4+Cqt+zh/w5j/739sBftMar+qFTrxXPDID7ZAQBQ7dygbbQVcLWi2wmuXIHUtCnsvvgCwosXAADV0xPaxYshHzwIVKpk2fiIiAxwc/t2LK9WDYcmTIAmNjbVet/KldFt/360+e03uBUqZIEIiYiIiEyDAz6TWVUJmgDXAi+wcu8w+Di44nyjSZYOySAZxa3r9VPlfyjmUSzZOuHRZki3lwAAVNEBcv2NgGdVk8SZZXFxEKdPhzh3LgSNRrdY6dwZ8vffA/mtqGcSEVEmvbh5E3uGD8ftf/7Ru97JywvvTpqEan36QJQkM0dHREREZHpM/pBZvZ4lS3r1d04UdD8IB+8fTOr1Uy9Fr5/Yh5BO9dM9VKrOg+rb2LwBpkHYvRvSV19BuHNHt0z194f8449QmzWzYGRERIZJjI7GkRkzcOKHHyC/NUOhjiCgWu/eeHfSJOTJm9f8ARIRERGZCZM/ZHkeHtgvywi04l9bX/dY2hw0IdO9fnpV7QU/D783K1QZ0on/QUhMuo1KKdwWSsneJos50548gTR8OMQ//9QtUu3toYwYAWXUKMDZ2YLBERFlnaqquLJuHfaPGYOoR4/0linyzjtoMX8+ClSrZuboiIiIiMyPY/6Q0WV1YGR53Vrsr1Ae8rq1Jooo63wcXFHkRnyaY/qk5eC9gwj6LwgOkkOqXj/itVkQnwUBAFTnIpBrLgUEwWgxZ5miQFy2DHaVKydL/CgNG0J76hSUiROZ+CEimxN64QL+aNYMW3r00Jv4cSlQAB/+/DO6HzzIxA8RERHlGkz+kNFZw+DM2XW+0SQ0e+qt6+WT8rE+qqrqev18XvVzFHEvolsnhB2DeDlpnQoRcp3fAAdvE+5BBqKjIXXsCGnQIAivZllTfXygXbEC8t69QLlylouNiMgAceHh2PX111hZuzYe/PtvqvWinR3qDB2KfpcuoVK3bhAsmXwnIiIiMjPe9kU5QnBwMOrVq2fRGA7eP4jDDw7DUXLEyHoj36zQREA61gOCKgMAlHKjoeZraKEoATx8CLt27SCcP69bpPToAfm77wCOeUFENkaRZZz/9VccHD8ecc+f6y1TolkzNJ8zB3mZ2CYiIqJciskfsgqNGzfO1vMtnfxRVRWTg5J69vSu1huF3Qq/XgHp9EAIsfcAAIrPO1DKf2OhKAGcPZuU+Hn8OCk8Dw/If/wBtWVLy8VERGSgR8ePY9fgwXh65oze9R7Fi6PZrFko06YNe/oQERFRrsbkD1mFJk2aWDqEbNl/bz+OPDwCJzsnjHhnhG65cH8VxAfrAACqvUfS7V6iZZqdsGULpM8+gxAbmxRPiRLQ/vUXUL68ReIhIjJU9NOnODBuHC6uWqV3vZ2TE94ZMQJ1hw+HPccuIyIiImLyh3Imc/YEikmMwch9Sbd59anWB4XcCiWtiLoJ6cxgXTm5xiLApbhZYkpGVSHOmwdx9GgIqgoAUOrWhbxhA+Dra/54iIgMJGs0OLVoEQ5PnYqEyEi9ZQLatkXTWbPgWby4eYMjIiIismIc8JmsTsqZtqRPOiPw8hVIn3TO9DaCg4NNFV4yiqqg19ZeuBh6Efny5HvT60dJhHS8OwQ5Julh8c+gFu1klpiS0WhgN3AgpFGj3iR+PvkE8u7dTPwQkU25u28fVtSogX0jR+pN/PgEBKDLjh3osH49Ez9EREREKTD5kw1ZndI8t3r7dXqd2JFVJc1p1FPNrBURgcDYOODVrFSWom9coin/TsFf1/+Cg+SAPzv8iQKuBQAA4qVvIYYnjUGhupaGXG2eOUNNEh6OkgMHwu7nn3WL5PHjIf/+O+DkZP54iIgMEHH/PjZ+8gnWtGqFsGvXUq13cHND05kz0fv0aZRo1swCERIRERFZP972ZSDpk84QZRnS0mWQ1621dDhWq0rQBLhee4Fo6SDON5qE840mYcK+CZjUP+0p003BkNvAUiZ7Uo5LtP7Kekw7PA0AsLjVYtQrmrR9IWQvpOtzAQCqYA9t3T8AO/2JLpO5fRsObdvC6fr1pDgcHCD/9BPUTz81bxxERAbSxMXh2Jw5OPr999DGxektU6lbNzSZNg2uBQuaOToiIiIi28Lkj6EiIhAoSoAiWzoSqxaWGI2XZZwgJ0abrI5mx2bDxfcldh6bjb11h+stY0jy5+1kT6KciJjEGMRoYhCdGI3b4bfRe1tvAMDQOkPRo3KPpIIJzyCd6KV7nlJpKuBVLYt7lD1CcDCkjh0hvJryWM2bF/KGDVAtOBsaEVFmqaqKG3//jb0jRiDi3j29ZQpUq4YW8+ejyDvvmDc4IiIiIhvF5A/ZvHBNDCJLOkLWxOBJbChW3liDDW47EHFGRVXvCqjmUxEqVL3P1Sga7Lq5DZF39kDVxEFRNKjz32FdoidGE4OYxBhoFI3e57/v/z6mNUnq/QNVhXSyD4T4pwAAJX9zKGUG632eqQirV0Pq2xdCYiIAIL5ECQjbt0P09zdrHEREhgi7fh27hw7F3T179K539vFB4ylTUKVnT4iSZOboiIiIiGwXkz9kVFWCJsC1wAtsDprwZsweE1NVFdHxT/Ds5RWU+nMVtKoWcASuXFikK+Pk7YBd/5xCtWJ1UcWxGIrmKYitD/ZgzZ0teBYflmx7Z6Mep1mXnWgHVwdXuNi7oFahWljRegUkMekLiHhrEcQnO5JicvSFXHslIJhpWC1VhTh5MqRp03SL5MBA3Jw4EaVLlDBPDEREBkqIisKRadNwYsECKJrUyXZBFFGtb1+8O3EinL29LRAhERERkW1j8oeMyli3eekbXFkfWZFx/+k+RMU+0C1rEOmFCi/yQnaOx5nynrgUfh3xSERQyHEEhRxPtY38LvkR6VoQDi75oIoSVlXvr0vw5LHPo/vbxcEFDpKD/kBenod4YfSbuGqtAJwKZGmfDRYfD6lPH4jr1r2pv3dvaObOhXLnjnliICIygKqquLx6NfaPHYvoJ0/0linaoAFazJuH/FWqmDk6IiIiopyDyR+ySikHV07L3Ms/ISr2AQRBgpdbKexqPB/VB00HRBFQFMij/oBG0WD0D+NRpXUNnE24h3P/ncDtqHuo51sLPfw7okWtzii+fxQkQYSsKmjl3yprwWpjYXesGwQl6VYrufRgqAXfy+ouGyY0FFLHjhCPHQMAqIIAZeZMKIMHA4pinhiIiAzw9OxZ7B4yBA+Dg/Wudy1UCE1nzED5zp0hCIKZoyMiIiLKWZj8yYIDBw5kOilBphUcHAynMm6YcGYOAKBIvnrwdPNHFe/yqcrai/YoKOdFj9Ifo0ehQsDjFLd1idlrBuL54RCiXs2q5Vk1aZBnc7hyBXZt20J4NSCqmicP5N9/h/rRR+apn4jIALFhYTg0YQLOrVgBVU+SWrS3R53Bg1FvzBg4urlZIEIiIiKinIfJn0xKOWW5PkwOmc/B4EP4v6d7oFW1cHcpBm+30lDSGNTZlISHf0G6swIAoEp5oK27CpAcTV/v3r2QOneGEBmZVHehQtD+9RdQzbwzixERZZYiyzi3ciUOffst4l680Fum1Hvvodns2fApU8bM0RERERHlbGYajdY2HDhwIM11YYnReFjGCWGvx7Lx8MD+PM6AhweApOTQN9c2oUrQBIO2T1mz3eUwbkbeQeE8BVA4X/10bwmQ+vVH/Rs3IHXtBumTzsYLIvYBpFP9dA/lavMAtwDjbT8N4k8/QfrwwzeJn6pVoT1yhIkfIrJaD4KD8cs772DnwIF6Ez+eJUvi402b0GnLFiZ+iIiIiEyAyR8A0iedIb3XCuKixZlODsjr1mJ/hfKQ160FoCc5pKeOrGz/NVtLGPk4uKLIjXj4OLjqfWwMm+/vxEnnyxAg4JeGc2GXUU+bqCg0iItPGgcoIiJTcWdIlSEd/x8ETTgAQCnSAWrx/2VhLwwgyxBHjIA0cCAEWU6qt3VraPfvBwoXNm3dREQGiH7yBH//739Y1bgxQs6dS7XeztkZjSZORN9z51C6dWuO7UNERERkIkz+AEkJAVFCYGxcmskBY9RhyPYPHjyY7HFwGgNjWovzjSah2VNv3a1xKR8DmZ/JS5/djw6h9+ERAIChFfuiccF62Yr3NX1xpke8+h3E5/8CANQ8fpBrLAFM+aUlOhpSx46QfvhBt0geMgTyn38CrsZLrBERGYOcmIhjc+ZgaYUKuLR6td4yZTt0wBcXL6LB2LGwc3Iyc4REREREuQuTP+mwdK+bKkETsLfAi2S3kll78gfIOLljyLhIKlTML/wfPtrbE5GaKBTXFMKkasMMjDCJoa+l8N8aiFemvopLhFznd8DBM1uxpOvhQ9g1aQJx+/akOiUJ2sWLocycCUiS6eolIjLAnd27sbx6dewfMwaJ0al7w+YtXx6f7tqF9mvWwMPPzwIREhEREeU+TP6kI2Wvm5QySnJkN3mU0a1k1srYg14neLrig7LXMazUTSiqgv+V7oReEW3gIDlka7spkz+Z6ZEk3l6WdLuX+uq2q/LjoOY1Tu8jvc6cgV2DBhDOnwcAqB4ekLdtg9q7t+nqJCIyQPidO/izfXusbd0aL27cSLXe0d0dzebMwecnT6I4J0cgIiIiMismf9IgfdIZgZevpDtGT0ZJjoySRzmFKXtIxWvj0eKDMOzK+x9EQcTsWuOxrN5M2OFNjxcvexfIqgIve5ds1ZXR+ylenQnpzCAIr2YVk0v2hVJ+XLbqTI+wZQvsAgMhvJqaXi1RAtqgIKhNm5qsTiKirNLExuLQhAn4qUoV3Ny2TW+Zyp99hi8uX0btQYMg2dubOUIiIiIi4lTvaYmIQKAoAYpslM1poeC+UwI8E0W4qwpEIefk3Q4ePJhu4iQ7Y/wsOLkAhx8chqPqiI2dN6KFU8Wk2bsUGVK//pCXLsHeusMN3n6mKBqIl8ZDuj5Xt0guOwJKxammGedHVSHOmwdxzBgIalKiSalXL2l8n3z5jF8fEZEBVFXF1Q0bsH/0aEQ+eKC3TMGaNdFi/nwUrl3bzNERERER0dtybfLnwIEDRr89SZ+X8S+x8txKLKoTjIeOCQAA8Xd/eDt4Ir9zPrQs0hid63yOKmq+ZLOcqKoKRZsAyd45S/UFBwejXj0T3oZkAENf59CYUHx35DsAQHNtc7Qo2QJ4/Dhp9i5RBBTFoO02OzYb4ZoYFPHVYOex2djbfq7+gnICxHu/Q7w2C0Ls/TeLK02DUnaEQXVnSKOBNGgQxJ9/1i1SOneG/NNPAAdEJSIrEXrpEvYMHYr7afRwzZMvH5pMm4bKPXpAEHPOjx1EREREtirXJn8y6q0CDw/sl2UEGjigbvk9QxDpfgjfzZ8NVdEAjoC9IkAjqlBUBc8TXuB5wgtcfnkdcy8tQ4BHKbQt9h4iE6NwKfwaLkXcRHh8OBzcCsOtVMtM12uNyR9DTQqahKjEKFQvUB1fFv/yzQo3NxxWZDQQ03hvMlgfromBJIh4UtIRsiYmdQE5HuLdnyFemw0h7qFusQoBSvWFUEr1yc5upS08HFKXLhD3738TyrffQhk3zrQziRERZVL8y5cImjwZp5csgSqn7hkrSBJqfvklGn7zDZw8Pc0fIBERERHplSuSP1WCJiAsMRo+Dq6ZnspbXrcW+ydMwLuTMlfex8EVrpdfILqCN+5H3Medc79A0cQCACrmq4ghh2V0eV4YoiIjdMFMPE8Ix7WIW/jz7jbseLgf1yNuY+aFRam2mxj1COFX1uNMkXao9c3iZLc75WQXQy9i5bmVAIDZzWajgV8D3Tp56RIcmT0b7wzXf7tXRuvTpI2FeGc5xOtzIMQ/TbZKKfAelPLfQPUx0a0LZ8/CrkcPCNevAwBUBwfIy5dD7dLFNPUREWWBqig4/+uvOPDNN4h7/lxvmWJNmqDF3LnIV6GCmaMjIiIioozkiuRPWGI0JEHUzZpVJWgCXAu8wOagCZlOBmXkfKNJmLBvAr7+39d49/d3oWhiYefsDVe/hjjdfj3sNr4PiCKgqiiQxxcF8viiolcAOhb/AJE+rthy/Dfsf3IE+Z3zoaJXACqWaYD3js9DxK2dkOPD0fifjljuUgyfhhYw+HYnW6GqKkbtGwVFVdAuoF2yxI9JyAkQby2EeH0ehITQZKuUQq2hlBsL1bumaep++hTSt99C+O033fg+ar58kDdsgPrOO6apk4goCx6dPYvdU6fiyenTete7+/mh6cyZKNu+fbLbl4mIiIjIeuSK5E9KYYnReFnGCfLrKdQ9PICICOx3dTX4Ni8A0EKLjzd+jGth1yDau8A7oC3g4JJ0MZzObWTuju7o7t8B3f07vFmYvxDs8uRF3gqfIPzWP4iPuI/ulW7gwr1YTLtZLNMxmWtsI2PaeXsn9t7dCwfJAdMDp5u0LmdoIP3bGuKzQ8mWK4XbQS4/BvCsapqK4+Mh/vADxJkzIURH6xar5ctDu2kTULKkaeolIsqk6GfPcHDmTFzYsEHvesnREXWHDUO9kSNhnyePmaMjIiIioqzgKIxIusVL3vkP9lcoD3ndWr1lfBxcIasKfBxc9a5XVAXb7LYh6L8guDu6wzPgI0iObsnqSG/7aRHtHOFRpjVGVOoPAPi++EN8VO0KXiZEZPhc6ZPOEBctTne6ekOYcmp3jazByH0jAQADaw5EKa9SBm0nM+MeuSARS4TdusSPCgFK0U7QtDgDud460yR+VBXCxo2wq1wZ0vjxusSP6uEBedYsaE+cYOKHiCxK1mhwfMUKLAsMTDPxU+ajj9D3/Hm8O3EiEz9ERERENiBXJn98HFxR5EZ8mokcfc43moSHzeakeZvYNwe/wVXpKuxEO6xvvx75PYtnWEdwcHCm6hYEEdNqjMIfFwPgJIvYmTccDba3w/WI28nKNTs2G//6vkSzY7OTFkREIDA2DojIOFGUFQffmt1F+HMDCt+/D+FP/V8QsmrF2RW4HnYdeZ3zYnT90QZvJ6PkjysSsRg7UV1Ius1LtfeEHBgEue4fgEdFg+tN19mzkJo1g12XLhDu3UuqVxQh9+0L7ZUrUL7+GnBwME3dRESZcPfwYaxo1Qr7pk5FQlRUqvXeZcqg8/bt6LhhA7yYqCYiIiKyGbky+XO+0SQ0e+pttPF+lp1ehtlHkxIuyz5YhsASgXrraNy4cbLnZTb581qXp/kQdLoKisQ74EbkHTTY1hY7H77phROuicGTko4I1zeDlYmoH3fEo2LFoH7cMdvbCo8Lx+R/JwMAvm30LTydPLO9TX08EI+l+AeVhWcAANXBG9p3d0H1qWOS+vD0KaS+fWFXty7Ef//VLVYCA6E9eRLKwoVAvnymqZuIKBNePniAjf36YU23bgi7dSvVegdXVwR+9x36nDmDks2bWyBCIiIiIsqOXJH80dfTJ2UixlBbb2zF4N2DAQCfFf0M3St1T7OsMcbeqRHlhhPHq6Keb01EaKLQZm8vzLm0DOqrwYJt2XfB3yEsLgxlfcqid7Xexq/AQQtUvYvtwkZUEJJmq3mhOkL77m7Aq5rx64uPhzhzJuzKl4f4669vBnT294d20ybI//wDVKpk/HqJiDJJEx+PoHnz8FOzZri+c6feMpXat0e/y5dRd+hQSOydSERERGSTcsWAz69n4prU/00vHGMkYk4+Polum7tBURX0qtoLS1plf/r14ODgDG9Zyp/ogN0tf8bg4xOw8sYajDk1AxdeXIWiukGSbPPC/NaLW1h4ciEAYFazWbATs3BoasIgRF+EEH0ZQswlCNEXAc0LwLk41DwBQLWHEOwVoNJjCI5auL962nPVGX3UlljvWdm4O6PRQFi/HtKkSbrbu4CkcX2UceOgDBjA27uIyKJUVcX1Xbuwb8oURDx6pLdMgYoV0WLSJBSpUQMoWNDMERIRERGRMeWK5I8p3Am/g7br2yJOG4f3Sr2Hhe8tNMoUt5lJ/gCAg+SAxe9MR2Wvchh6YhLW3NkMZ0cflCjYHJLknO04zG3M/jHQKBq0KNkC75V6L+2CCSEQYi6hfpETkK72Tkr4JD7RXzbmCoSYK0CKGdO1qoBt8MdSVMdjGHGg0uhoiL/8AvGHHyD8959usSqKUHr3hjJhAm/vIiKLi/jvP+zq2xe39u/Xu97ZywuNR45ElU6dIGZjBkwiIiIish5M/hggVhOLD9d9iGexz1CtQDWsbrc6az1VjEQQBPQv1wPlPUuj88EBCEsIw40Hm1EoX8bJI2sSdD8IW25sgSiImNl0ZtJCVQXiHkAIPwsh/AyE8HMQXp6FEP8UANCoKIAX+reninkAB18g/gEEyG+WQ4JavBs+uhONJ4Lnq6VK9ncgJATiokUQly2DEB6ebJUSGAj5++95excRWZwiyzizbBkOfvMNEl/NNPg2QRRRvXt3NBo6FM4eHhaIkIiIiIhMJccmfw4cOJDs1i5jjfEDAAtOLsDNFzdR2K0wNnfaDNcszBpmCu8WfAfBrf9Gla0fIT4xHP893Y+Rm9vhu2bn4ZA/AoAKu+PVAUEEREeorpWhxrSAgrJAnoCk5RaiqApG7BuOEnbAqHKBqPR0NYSr55KSPonPM3y+KrlBdakA1bUiVJeKUF0rAs4lAEEClHgg7g6EmBsQtC+heDUBSr2Dh3e+gFF+y75xA+L8+RBXrYKQkJB8v1q1gjJ0KNRGjQAj9AgjIsqOZ5cvY0f//nh07Jje9X516qDFxInwLVfOzJERERERkTnkyOSP9ElniLIMaekyyOvWAjBsjB99CaOw2DB8f/R7AMC0JtNQ0NU6xkEo4VYUpQq3Rkz4WfSWLmF4wnY4FnurgPZNNxkh4REQ9g8kAKqdJ1T3WlDd60DxqAu4lEtKnGRBlhJrqgJE33zVo+ccHt37C/vz3IVnCQDxe4Fre9N+qoM3VOfyUF0rQHWtBNWlIuDkl3bySnQCXMpDdSkPYw6HLRw/DnHOHAhbtugGcQYA1d4eaufOkIcMASqaaLp4IqIs0CYkIHjmTATPnAlFo0m13iVfPjQbPx7lP/zQKLcuExEREZF1ypHJH0REIFCUAEXOuGw69CWMZgbPRGRCJCr7VkbnCp2ztX1jCxQfYUzeuyj41vV7mAzYxTnAPW/BpMSL9iUEOUq3XtC+hPBiD/BiT1IySHLTJYNUjzpJPWmE9A+TNBNrihaIup50u1b4q38vz0HQvrndoDgAfd1wVMd8UL2qQ/WqBtWzGlSvakCeYsCTNMb3MTVFgbBjB8S5cyEePpw8Vjc3KH36QBk4EChSxDLxERGl8PDYMez44gs8v3pV7/qqnTujyZgxvMWLiIiIKBfImckfDw/sl2UEGnmgyvsR97H49GIAwPTA6RAzuF3KmLeaZUQI3YgfxTeDd6qCPXbfc0J7TRQ0sgZ7qs5Bvfw1AVUGYq5CxDUID3ZDiDwBQfvyzXbkKAjh+4HwpG2pogvClVLwKNYSqsMHUL1rvqlUGwMkPIeQ8BxIfA4kPIOQEAZE30lK+Lw8D0GOyzD2l6Ir3PO/m5ToeZXwgVMh67hdKiEBwtq1kObMgXDtWrJVasGCUAYNgtKnD8AvT0RkJRKionBw/HicXrIkafy0FLz8/dFq8mQUz8TkAkRERESUM+TI5I+8bi32T5iAdydNyrjwWzJK1kwOmoxEORGNizVG8xLNM9xeVm81a3ZsNlx8X2LnsdnY235upp8nhAdBujVK9/iIWhi139uFph9/hVblL2Nj3hB8fOALBLfegmKuRQDXilAKtQBcOyb1Boq9ATHyOISI4xAij0PQhL3ZthIDb1wA7l8A7n8PVXLGyDL2sNs0P1OJnZTUPMUQ6lAEi+4cw8k4GQH+nTHrg98gW0Oi520RERCXL4e4YAGEFL2N1LJlIQ8dCrVLF8DR0UIBEhGldmvHDvwzcCCiHj5MtU6QJNQdMgQNxo+HfYrB6YmIiIgoZ8uRyR9DpZesuRh6EX9c/AMAML3JdJOMjRCuiUFkSUfImpjMPyn6EqRr/SGoWgDAOrUcpql1cNqtDEQI+OVGBdx2isE5hKH9vt449P5GuNq7vHm+IAIuZaG4lAUKfvZqlq3bECOOJSWCIo5D0IS+KS7HwdMhDsjEHXWqqz9Uz6qvevQk3b51Nvw/NP2jKaITZbQNaIsZ7/9sXeNMPHoEccECiMuXQ4iKSrZKadAgaRDn998HRMsNkk1ElFJMaCj2DB2KK+vX611foFo1vL90KQpUq5a0gMkfIiIiolyFyZ9MGn9wPFSo6FC2A2oWqpnxEzIg9euP+ooMqWs3wNcX8rzM9/TRiX8Auys9IShJyaJ9qh9moW6yIi6KHf66XAV1372Oi+HX0PPfoVjXZAnSTF0IApDHH0oef6BgN0BVsXLRePTuWBGi5gIeP9wOZ20iXti7oJR3BcDRB6pjPsDBB3DMB9XRB3AuBNWjMuDgmWzTT6KfoP2f7RGdGI3A4oFY1WYV7ETzH4Je9i4I18SgyF0NYsq8ivHyZUjz5kFYswbCW4OiqoIAtU0bKMOGQa1Tx+yxEhGlR1VVXPrjD+wdMQJxL16kWm/n7IxGEyag9ldfQbTjRz4RERFRbsUrwUw48uAIdtzaAUmQMLnxZMsF4pwI5IsFPGMg3h4HMfwgBM0zAIDiVh2jIypAEUQASrKn+SU44c/AZWi2swu2/LcLk87Ow6TCczJXpyAgPN4TaoHOkAsNRY2oYZAEEbKq4GHjTG4DQLw2Hp02dsKjqEco61MW6zush6OdZW6Z2lt3OKCqWLV1FD57LkKcUQvC+fPJyqiOjlC6d4fy9ddAmTIWiZOIKD0v797FP19+ibt79c+SWDwwEK0WLYJXqVJmjoyIiIiIrA2TP5kwKShp7KCeVXqitHdpo2xTXroEanAw5Hr1gEKFgMeP0yxbXfsU0rV+EP534s0YyE/v6tarTiUhl1uJhGM/6ps4CwBQ17cGltSbgc8PD8OMCwtQvkRtfOLV0Cj7khFVVTFw50Acf3QcXk5e2PTxJrg7upul7mQSEiDs3g1h3TqIe/eil56Zw1RPTyj9+kH58ksgf37zx0hElAFFq8XJhQsRNHEiNLGxqdY7eXmh6axZqNyjh3XdVktEREREFsPkTwYO3T+Eg/cPwl60x+j6o4267XrpzbSiKmieeBdfJpzFO9pHScv0XMMrrlUgBywE7L1Sr0wx61l3/w74dfcf+DfPWfTZ3gf+761HjbyVjbAn6fvx5I/4/cLvkAQJq9uthr+3v8nr1ImIgHDgAMQ9eyAcOgQhOlpvMaVmTahdukDp2RNwdTVffEREWRBy/jx29OuHJ6dP611frmNHNJ87F64FCpg5MiIiIiKyZjkm+XPgwIEsz66VEVVVMTko6TavXlV7wc/Dz6jb18cOMj7ALdjtroY/Yq4mjyfGHrjlCzXMGcrgmVCdSwH2nmluK9msZ696FrWMfQduZbyw4+F+dNjfB8Gt/0ahPKbr4bLnzh6M2pc0E9msprPQtERTk9Wl8+BBUrJnzx4IJ05AkFOPTq06OOBOwYIo3qcPlK5dgcKFTR8XEZGBtPHxODxtGo7NmQNFq0213q1wYbT88UeU+fBDC0RHRERERNYuRyR/qgRNgOu1F4iWDuJ8o6RbtDKatj0zDt4/iH8f/AsHyQGj6o3K+AmGkhOAmCvoiYvoiivwFWOByDerVbcAyPk/hzh8MwA7QFGgutcwqCoRIn5v9AMa7u6Eq8+vouP+vtj33jo42zkZZVfedvPFTXTd3BWKquCzyp9hYK2BRq8DQNIMZbduQdy5E+KuXRAuXdJfzNMT6gcfQGnQAGrDhli/dCmGd+uWdNsdEZGVuvXPP9g7bBhe3Lqld331fv3QZOpUOLpb4HZaIiIiIrIJOWK+6rDEaDws44SwxDe39GS3F5CqqrqxfnpX7Y0i7kWytb1kNOEQQtZDuj4Ydmdbwu4vL9ifex9DxFPwFd6M36DkrY/f73eEtuV5qPk7AUrW3y59STB3Bzds+ngTvB09cer5efQ9MhKqqmZqez4OrihyIx4+DunfGhURH4H2f7bHy/iXqFu4Lha+t9C4Y0+oKoQLFyDOmgW7pk1h37w5pDlzUiV+1GLFIPfuDe3atdCeOgX5l1+gtmrFW7uIyOqF3biBdW3aYH2bNnoTPz4BAeh+4ADe+/FHJn6IiIiIDLBy5UrUr18ffn5+8PPzQ4sWLbBnzx7d+pCQEHzxxRcICAhA4cKF8e677+Lvv/9Oto3w8HD06dMHfn5+KFasGAYNGoToNIYbsaQc0fPHFPbd24fgh8FwlBwxst7I7G8w/inER1sgPNwMIfQgBKS+FQkAFBXYDz80bvoHVJ+6uHZwAiBkLunjZe8Clxsv30xfjuRJMN308v36o9TfW7C28WK8v7sH1t39GxW9AjCq8pcZ1nG+0SRM2DcBk/pPSrOMrMjosaUHroddRxG3Isab2UuWIRw7BmHnToi7d0NIY5BspXJlqC1bQmnRAvD3BzjgKRHZkITISByZPh0nFiyAotGkWi/a2eGdkSNRf/Ro2DkZv9cmERERUW5RqFAhTJgwAaVKlYKqqlizZg26du2KQ4cOoVy5cujfvz8iIiKwevVq+Pj4YMOGDejZsycOHDiAypWTxs/t06cPQkJCsGnTJmg0GgwcOBBff/01VqxYYeG9S47JHz3e7vXTt3pfFHIz8LagmPsQH22G8GgzhOfBEJC6d40q2AHuZaE6+OOHkIc4JBTDHdUdp33qZqqK4OBg3cDRe+sOx+zDszG8x3D9haOi0EAUASVpKvjGBethfp2JGHjsG4w/8z3KeZbGR34tDNvXt4w/NB7/3P4HTnZO2NBxAwq4ZmPgUVWFsHcvxI0bIWzdCuHZs9RFRBFqzZpQ33sPSsuWHL+HiGySqii4+McfODBuHGJCQvSWKVS7Nt5fsgS+lSqZOToiIiKinKdVq1bJHo8fPx4///wzTp06hXLlyuHEiROYPXs2atRIGnZl+PDhWLx4Mc6dO4fKlSvj+vXr2LdvH/bv349q1aoBAGbOnIlOnTphypQpKFiwoNn3KS02kfyRXw3YK+sZuPc1NUXZ7Nh9ZzeOPzoOZztnDK09NEvbFKJuQny8GdKjzRBfntFbRnEsCsW7JWTvFlBdKgFFigOPH+OXkKkQIQJQdHU2atQo6W9ZhqQCgAqob/bzyJEjqFOnjm7bqqrqyiej7/myjM9Ld8HF8OtYdn0VPgv6Ggfe+xOVvMome2rKbepi0mPtlbWYfXQ2AGBpq6Wo4lvF4PdEOHEC9qNGQTx2LNU61d4eSr16UFq2hNy0KZA3b7J9TdNb+5Hma5VDZKbd2JyM9sWQfc3u66Pv+VndZk56j0xJz3nNFMeEJdrO4xMnsHfYMDw5dUrvepf8+fHu1Kmo+OmnEEQx+7HxGLWcHPzap9t2DNlvc++7pT5DTH1MmOKzk/TT9zmVqaeZ+XPHFtpWVreZmTpywvk3M+05u/tpI+eMtNrN6+FMIiMjkw074ujoCEfH9O9GkWUZmzdvRmxsLGrVqgUAqF27Nv766y+0bNkSHh4e+Ouvv5CQkIAGDRoAAE6ePAkPDw9d4gdIGnpFFEWcPn0arVu3zv7OGolNJH/u3LkDALiVxmCXWq0WkiBCVhVcv349W3Wpqoqxh8YCADoW64iIRxGIQEQGT9IiX9hqeL38G04J+mOMdyyJCLemiHBvCk2kF6AVgFAAeABtTALsQkMha2Woggrlrf0oWLAgrl+/DrvQUJSWZUAVAEXF7du3AQAajUb399uPtVFRyepP+fzX2wSAfl5dcN7jEo5FnEXbPb2wptKP8HHwSnObr2NK6XL4ZfT7tx8AoFfpXqgqVTXo/bB/8gQFf/wRXv/8k2y57OSE6Jo1EdWgAaLq1IHi4pK0IiIi6V8maKOidPtdunRpva9VTpNWu7FFr9+7tBjyXma0zYzoqzOr28zpx6CxpHxd327PacnOa2uOthMXGoorP/6IB9u26V0v2NmhVNeuCOjTB/aurrhx86ZR6uUxajm54bXX13YM2e/snp+zylKfIaY+Jkx5nqTk9H1OZYW5rtlsoW1lxJDXOiecfzPTnrO7n7Z2zkjZbgRBQLFixVCxYsVk4+6MGjUKo0eP1ruNy5cvo2XLloiPj4eLiwtWrVqFsmWTOkT88ssv6NWrF0qWLAk7Ozs4Oztj1apVKFmyJICkMYHy5cuXbHt2dnbw8vJCSBo9uS3FJpI/JUuWxO3bt+Hv7w9JklKtt3tsB1EQIagKAgICslXXP7f/weWXl5HHPg+mtJqC/C4ZTIOujYH9iR6QQnakWqV4VIVcuC2UQm0A97LwAOAB6KZd1ylUCHBzgxQivdoPIfV+uLnBTpIASQBkFaVKlQIA2Nvb6/5O9jjlDFYpnh8QEAC4uelWb/RbgUb/tMftqPv4+NwA/Fh/Cj4q2gKCIKS9zbc8iX6CEXtHIEFJwPul3sePbX+EJKZ+r9IVFQW72bMh/fgjhPh43WIlIADab76B8sEHcAwPhyOAvGlvJX2vXmsAb163HDrblyzLuHXrVprtxia9dczqZch7mdE2M6KvzqxuM4ceg0aX8nV9qz2nyYDX1hxtR5uQgFMLFuDozJlITGNAwFKtWiFw5kx4ly5t/AB4jFpODn7t0207hux3ds/PWWWpzxBTHxOm+Owk/fR9TmWC2a/ZbKFtZcSQ1zonnH8z056zu582cs5Iq92oqorExERcunQpVc+ftJQuXRpBQUGIjIzEli1bMGDAAGzbtg1ly5bFtGnTEBERgc2bN8Pb2xs7duxAz549sWPHDlSoUMGk+2hsNpH8ef1mSpKU5glRSFHWEKqqYurhqQCAfjX6oZB7Bgd2fAikw20hhp/WLVJ86kIt3BZK4baAa1I2MNVwzSljlCRAkpIN2JxqPyTp1U4KgKDq1guCkKys7nFmnv9WmXx5fPBX05Vos7cn7kY/QOdDA/B+kUD8uFVGgzhHOHw5EPLfW/S/DNp4dNncBY+jH6OsT1n83vZ3ONg7pPvSJaPVQvj1V0gTJ0J4K9Os+vhA+fZbKL17Q7C3hwQAkZGZ364+ab02OVh67cbmZLQfhuxndl8bfc/P6jZzyvtjammcO7P0nCxVZ/y2o6oqbm3fjr0jRyI8jV94vUuXRvM5c1DqvfeMWncyPEYtJxe89nrbjiH7be59t9RniKmPCROeJymFbB73Zrtms4W2ldVtZqaOnHD+zUx7zu5+2tg5I2W7eX3bl7u7e6Znm3ZwcND15KlatSrOnj2LpUuXYvDgwVi+fDmCg4NRrlw5AEClSpVw9OhRrFixAvPmzUP+/PnxLMW4tFqtFuHh4cifP4OOJGaWI6Z6N5ZtN7fhzNMzcLF3wbA6w9IvHHkNdvsa6hI/qp07tI12Qg4MghIwVJf4yYq9dYejYagn9tZNY8DmFKR+/VH/xg1I/fpnuS59ynr642zb3WgcWwP2oj12PNyPSpX/xbIS5zA172Wsu7wOZ5+eRVTCm65+qqpi4M6BOP7oODydPLHx441wd8zklMOqCmH7dtjVqgW7AQN0iR/VwQHy0KHQXr0KpX9/wN7eKPtHRGRJz69dw7oPP8Sf7dvrTfw4uLmh6cyZ6HP2rGkTP0RERESUJkVRkJiYiNjYWACAKCZPm0iSpEsy1apVCxERETh37pxufVBQEBRF0Q0SbS1souePOaiqisn/TgYADKg5APlc8qVZVnh+BNLh9hA04UnPdS4CbcO/AY+KZolVJ8XsXcaQx84ZLWLfwQ+fzsRXx77BoafHsLrgq944W7rryuV3yY/S3qXh7uiOHbd2QBRErG63GqW9M3F7gqpC2LcP4sSJEE+cSLZK6dAB8rRpQMmsJ8+IiKxRfEQEDk+dilOLFkHRalMXEARU+ewzvDtlClyt7BciIiIiopxs0qRJaNasGYoWLYqoqChs2LABhw8fxsaNG1GmTBmULFkSQ4YMwZQpU+Dt7Y3t27fjwIEDWLt2LQAgICAATZs2xeDBgzF37lxoNBqMHDkS7du3t6qZvgAmf3S23NiC8yHn4ergiqF1hqZZTniwAdKJnhCUBACA6lEZ2oZbAGfbnV787eniXyvn6Y/dLddg3+DWOOsegxvOsbhZxx83X9zEs9hnCIkJQUjMmwGsZjWdhWYlmmVYl/DvvxAnToT477/Jlis1a0KZPRtqijiIiGyVIsu48NtvODh+PGJTdAd+rXDdumgxbx4KWtkvQ0RERES5wfPnz9G/f3+EhITA3d0dFSpUwMaNG9GkSRMAwPr16zFp0iR06dIFMTExKFGiBBYvXowWLVrotrF8+XKMGDECbdu2hSAI+Oijj/Ddd99ZapfSZLPJnwMHDujekOxSVAWTg5J6/QysORA+eXxSF1JViDfmQ7ow6s3z8jeH/M4awD6TtzlZKX3JHyBp/KCWYV5oGe4DKArkRfsBABHxEbgVfgs3XtzArRe3UMi1EHpV7ZVuHcLx4xAnToS4b1+y5WqFCpAnTIDapg2QyXsyiYis3YPgYOwZMgRPz57Vu961UCEETpuGCp9+mun70YmIiIjIuBYsWJDu+lKlSuH3339Pt4yXlxdWrFhhzLBMwmaTPwcPHjRa8ueva3/h0rNLcHd0x9d1vk5dQJUhnhsO6dYi3SKl+GeQaywGxJw1Hk2zY7Ph4vsSO4/NTnPsIQ8nD9QoWAM1Cmbil+qzZyFNmgRxR/LZ0NQyZSCPHw/1448BkUNPEVHOEPXoEfaPGYPLr7oCpyQ5OKDO11+j3ujRcHB1NXN0RERERJRb2Wzyx1gUVcGUf6cAAAbVGgRvZ+/kBSIuQjrVD+KLk7pFcoVvoZQblyN7qoRrYhBZ0hGyJiZ7G7p0CdLkyRA3b062WC1ZEvK4cVC7dAHscv3hR0Q5hDY+HsfnzUPwzJnQvBocMKUyH36IprNmwatUKTNHR0RERES5nc18+z5//jwCAgKMvt0NVzfgyvMr8HD0wODag9+skOMhXp0B8dr3ENSkATpVwQ5yzaVQi/cwehw5xvXrkKZMgfDnnxBejYAOAGrRopDHjoXaowdn7yKiHENVVdzYsgX7Ro3Cy7t39ZbxKVsWLebORYlmGY+LRkRERERkCjaV/OnUqZPedT4OrnC9/ALRFbz1rk+LrMi6Xj+Daw+Gp5MngFezeZ3qByHquq6s6lYWcs1lUPO+Y9gO5HR37kCaNg3C//0fhLdmH1MLFIAyejSUzz8HHB0tGCARkXE9u3IFe4YNw70UY5m95ujhgYbffosa/fpBYtKbiIiIiCzIZpI/6TnfaBIm7JuASf0nZel566+ux/Ww6/B08sSgWoMATSTEi99Aur1UV0YV7KGUGwml7GhAYvIilQcPIM6YAfHXXyG8NYWxmjcvlBEjoHzxBZAnjwUDJCIyrrjwcPw7ZQpOL1kCVZZTFxAEVP38c7w7aRJc8uUzf4BERERERCnkiOSPIbSKFlP/nQoAGFJnCDxfHIZ0ZhCEuIe6Mop3bcg1lwIeFS0VpvV68gTirFkQly+HkJioW6x6eUEZOhTKl18CHMyUiHIQRZZx7uefcejbbxEXFqa3TJH69dFi7lwUqFbNzNEREREREaXNJpM/0iedESjLkD7pDHmd/hlVMrL28lrcfHETZVw8MUo4B7sjE3TrVCkPlEpToPgPAATJWGFnn5sbDisyGogWjOnZM4hz5kBcsgRCXJxusermBmXwYCiDBwMeHpaLj4jIBP47fBh7hgxByPnzete7FSmCwBkzUL5TJ07dTkRERERWxyaTP4iIQKAoAYqe7vaZoFW0mH54Grq7AUsLJsDx0V+6dUr+FpBrLARcihspWOORly7Bkdmz8c5w/VOwm4yqApGRkHr3ThrI+e2kT548UL78EsrQoYCPj3njIiIyscgHD7Bv9Ghc/fNPveslR0fUHTYM74wYAQcXFzNHR0RERESUObaZ/PHwwH5ZRqD0pgdM48aNM/30NcemY6HzbbR0AaAmJTJUBx/IVWdD9fs0R07hbpDwcODRIwihIRBiY4GLF3SrVEdHKP36QRk+HMif34JBEhEZnxwfjyPTp+PY7NnQvpXwfltAu3ZoOnMmPIsXN29wRERERERZZJPJH3ndWuyfMAHvTnozwHOTJk0yfF6CJha7d7bGJ7GH8fYPtErRTyBXnQM4+ZoiXJsiKCpqXXuMdgeuwe7M/yUbzwcAVA8PKN27Qxk2DChc2EJREhGZhqqquLZpE/YOH464J0/0lslXoQKaz52L4pn43CEiIiIisgY2kfxpcPQ7oGgUqh2ehAvvTjZoGw8f/IOYI13QXooFxKRlqnMRyDUWQi34vhGjtWJpjBlkn5gIYf9+CP/+i23bN6JoaFSqpyq1akHp1w9qhw6cvYuIcqTQixexZ9gw3D94UO96Jy8vNJowAdX79oVoZxMfn0REREREAGwk+ROujUW0vwMETUyWn6tq43Dt3+4o9+xv2L/KeagQoJTqB6XSVMDezcjRWi956RKowcGQa9eGcPw4xF69IISEYGhUFMSffgIAFH2rvOrlBaVDByidOwP+/kChQpYJnIjIhGLDwhA0aRLO/vQTVEVJtV4QRVTr0weNJk5EHo5tRkREREQ2yCaSP4YKubcRyoneqCzEAK+G8Ul08YdYewXUvPUsG5y5RURA2LULDfftg/DFFxCi3vTueXuEI1kQcLJCQWxoXAYzBi0DHB3NHysRkRkoWi3OrliBoIkTEffihd4yfu++ixZz5sC3cmUzR0dEREREZDw5MvmjTXiBa/vboVr0UV1mQwsRatlREMqPhSrZbkKjXr0sJK1evIDw998QN26EsG8fBK1WbzHVyQnw9IQ8cSLeRRBiXZ0hqwpmMPFDRDnU/UOHsHvIEDy7dEnveueCBdFi9myU79iRU7cTERERkc3Lccmfu5cXwP3SaFQTNbplse6VYF/3N8CjogUjM46Mkj+NKlWCsG4dxH37ksbx0ZPwUT09oTZtCpw7D3h7A05OgKJAfe89RP17HJKe7RIR5QRh16/j0IQJuLZpk971ds7OqDt8OLw++ABlq1Rh4oeIiIiIcgSbTf6knNo9Nuoe7uz/ENUSr+sGdNYIDhAqT4d96S8BIQemNN4awFk4fRrikiWod+AABFlOVVQtVAhKq1ZQ338fatWqQNGikJoEAqKYrJyXvQtcbrxETBlP8+wDEZEZPAgOxvE5c3Bj2zZAVfWWKdexIwK/+w6uhQvj+vXrZo6QiIiIiMh0bCL5E/PoFBId3WHvXlC37PXU7s9jnuHu+Uko92AFqolvBuqMy9sIdrVXQHUpbu5wsyUrt3XJSxbj4ZAhQEgI7Dp0SLVe9fOD0r491A4doBYunCrRo8/eusMx+/BsDO8xPEtxExFZG1VRcGPLFhyfOxcPjx5Ns5xv5cpoPncuijVqBACQ9STQiYiIiIhsmU0kf+KenkZUYhQAAfUen8Y7Rd7By/iXePAkCKMd7qOlC3S9fRIlN4g1foCdX1fABrvrZyr5o6oQ9u+HuHAhPj17NvmqAgWgfPgh1M8+g1qr1pvX4PFjE0RLRGR9tPHxuLhpE46vWIEXd+6kWc7ZxwfvTpqEqp9/DlHKgb1DiYiIiIhesYnkj4O3P8QXN6EkRuPUk1M48+QUvvIElvgALm91Zkks3AFC9R+gOvlaLFaTUhQIO3dCWrgQwpUryVapxYtDHjAAatu2gIMDp2Unolwn7uVLnF61Cqd++w2xz5+nWc7J0xPV+/ZFnWHD4OzlZcYIiYiIiIgswyaSP8VKf4hiF54gorId5voURuX7P6K4HKpbrzoXhVxjAYSC71swShPSaiFs2gRp0SIIt28nWxXq7Q3viROhfvABwF+uiSgXevngAU6sXInz69dDExubZjl3Pz/U/uorVOnZE45ubmaMkIiIiIjIsmwi+XP4ndGYuGM0pjXMA+nGRAhq0gxWKgQopfpBqTQVsM+BF/IJCRBWrYL0/fcQ7t5NtkqpXBnKwIFYef48hn/0kYUCJCKynGdXriB4wgRc2bYNajrj9PhWroy6Q4ei3McfQ7K3N2OERERERETWwSaSP0LYMQwt9wfsrr/QLVPdAiDXXAY1b+YHSLYZcXEQFyyAOHcuhEePkq1SateG8uWXUBs1ShrP58IFCwVJRGQZIVeu4MjChbj2zz9pztwFACUaNkTdMWNQvGlTTtlORERERLmaTSR/HIPbIL9zFABAFeyglB0JpdwYQHK0cGRGFhUFcdUqiCtXQggLS7ZKadgQysCBUOvUsVBwRESW9eTCBRz+8Ufc3Ls3zTKCJKF869ao06cPClSsyPHPiIiIiIhgI8mf1xSvWpBrLQU8Klk6FON68QLi3LkQf/0VQmRkslXKhx9CGTMGKr/AEFEu9fDYMRyZPh23d+5Ms4x9njyo2rkzavfqBY8iRcwYHRERERGR9bOJ5I8quWHL3Rp4r902SHYOlg7HeEJDIa5cCfH//g9CdLRusSoIUD/+GPKoUUClV4kuTtVORLnM/aAgHJk+Hff270+zjKObG2r17IlavXrB2dPTfMEREREREdkQm0j+JDQ/i3+DZ+I9IYfMZvX4McRlyyCuXQshIUG3WLWzg9quHeT+/YEGDSwYIBGRZaiqinv79+PwtGl4cPhwmuWcPT1R6+uvUbN9ezi5u5sxQiIiIiIi22MTyZ8cM5PXrVtJM3f98QcEjUa3WHV0hNKpE5QvvgCyeLtCvXo5cMBrIsp1VFXF7Z07cWT6dDw6fjzNcnl8fFCnTx9U79YNjmXKsFckEREREVEm2Ebyx9Zdvgxp1iwI69ZBUBTdYtXZGUq3blC++SbdGWvSw+QPEdkyVVFwY+tWHJkxA0/PnEmznGvBgqjbuzeqffop7J2dzRghEREREZHtY/LHlM6ehTRjBsTNm5MtVt3coPzvf1B69gS8vYGCBfnrNRHlKqqi4NqmTTgyYwZCL15Ms5x70aKoO3w4qvbsCbsXL8wYIRERERFRzsHkjyncvg1p+HCI27cnW6z6+EAZPBhK27YAx6ggolxI0WpxZf16HPnuO4Rdu5ZmOc8SJfDOyJGo3L07JIccNNA/EREREZEFMPljTPHxEGfNgvj998kHci5YEMqQIVD69AFcXNjLh4hyHVmjwaXVqxE8cybCb91Ks5y3vz/qjR6NCl26QLK3N2OEREREREQ5F5M/RiLs3AlpyBAIt2/rlqmFC0MZMwZKjx6Ak5MFoyMisgxtQgIurlqF4FmzEHHvXprl8pYrh/qjR6Ncp04QpRwysyMRERERkZVg8ie7/vsP0rBhELds0S1S7eygfPVV0kDOrq4WDI6IyDK08fE49/PPODp7NqIePkyznG+lSqg/dizKtmsHQRTNGCERERERUe7B5I+hEhMhzp8Pcfp0CLGxusVKw4aQf/wRqFDBgsFlkpsbEBWFwy550EDkL+1ElH2a2FicXb4cR+fMQczTp2mWK1C9OhqMHYvSrVsz6UNEREREZGJM/hhAOHgQ0qBBEK5f1y1T8+eH/N13UD/9FBAEC0aXefLSJQCAI7Nn453hwy0cDRHZsoSoKJxZuhTH589H7LNnaZYrXLcuGowdi5ItW0KwkXMlEREREZGts5nkT5UqVSwdAvDkCaSRIyGuW6dbpIoilH79oEycCHh6Wiw0IiJLiH/5EqcWLcLJBQsQl85U7H6NGqH+2LEo3qQJkz5ERERERGbG5E9maLUQlyyBOHEihKgo3WKldm3ICxYA1apZLjYiIguIe/ECJ378EacWLUJCRESa5Yo3bYoGY8fCr2FDM0ZHRERERERvs5nkj6UIR48m3eJ14YJumertDXnaNKg9ewIcq4KIcpGY0FCcmD8fp5cuRWJ0dJrlSrVqhfpjxqBI3bpmjI6IiIiIiPRh8ictz55BGjcO4q+/Jlus9OoFeepUIG9ey8RFRGQB0U+e4Ni8eTizbBm0cXFplivz4YeoP24cClavbsboiIiIiIgoPUz+pKSqEFatgjRiBITw8DeLq1aFvGAB1Dp1LBgcEZF5RT54gKNz5uDcypWQExL0FxIElG3fHg3GjIFv5crmDZCIiIiIiDLE5M/bQkIgDRgAcetW3SLV3R3K5MlQvvgCkDgdOhHlDi/v3UPwrFm48NtvUDQavWUEUUT5Tp1Qb/Ro5Ctf3swREhERERFRZjH584qwaROkgQMhPH+uW6Z07gx51iygQAELRkZEZD4vbt1C8MyZuPR//wdFq9VbRpAkVOraFfVGjYJ36dJmjpCIiIiIiLKKyZ/wcEhDhkBcvVq3SM2XD/LixVDbtLFgYERE5vP86lUc+e47XFm3Dqqi6C0j2tuj8mefod6IEfAsUcLMERIRERERkaFydfJH2LMHUt++EB490i1T2rSBvGgR4OtrwciIiMwj9MIFHJ4xA9c2bQJUVW8ZydERVXv1wjvDh8O9aFEzR0hERERERNmVO5M/0dEQx4yBtGyZbpHq4QF53jyoXbsCgmDB4IiITO/p2bM4PG0abvz9d5pl7JydUb1vX9QZMgRuhQqZMToiIiIiIjKmXJf8EYKDIX3+OYTbt3XLlGbNIC9bBvAXbSLK4R4dP47D06fj9j//pFnG3sUFNfv3R+2vv4YLe0ESEREREdm83JP8SUiAOHEixLlzIby6tUHNkwfKd98lzeTF3j5ElIP9d/gwjkyfjrt796ZZxtHdHTW//BK1vvoKeXx8zBgdERERERGZUu5I/pw9C7tevSBcvqxbpLzzDuQVKwDOVENEOZSqqrh34ACOTJ+O/4KC0izn5OWF2l99hZpffgknT0/zBUhERERERGZhE8mfY8eO4fvvv8edO3cQEhKCX3/9Fe+//37GT9RqIc6aBXHqVOwH8J2rK65JEhzz5EHdEiUwydERfiaPnojIvFRVxZ3du3F42jQ8OnYszXLOefOiztdfo0a/fnB0dzdjhEREREREZE6ipQPIjNjYWJQqVQrTp0/P/JOuXYP07ruQJk7Ef4qCri4uaOjtjX1//IF1W7fiRXg4evbsabqgiYjMTFVV3Ni6Fb/Wq4d1H36YZuLHpUABNJ01C1/evIl6I0cy8UNERERElMPZRM+fwMBAFClSBAEBAXrXJyQkYPr06fjrr78QGRGBsl5emHjvHhrGxgIAztrZQZYkjLp0CaKTEwBgwIAB6NGjBzQaDezt7c22L0RExqYqCq799ReOzJiB0AsX0iznVqQI3hk+HFV69oS9s7MZIyQiIiIiIkuyiZ4/GRkzZgxOnTqFnyZPRlDx4mh7+zY+trfHbVGEWro0Kq1eDdHODms2boQsy4iMjMSff/6JRo0aMfFDRDZLkWVcXrsWy6tXx19duqSZ+PEoVgzvLVqE/levouaAAUz8EBERERHlMjbR8yc9Dx8+xJo1a3Bu9GgU/vxzCFFRGARgn50d/njnHYzdvh1+efJgfd686N27N4YPHw5ZllGzZk2sWbPG0uFbpXr16lk6BCJKh6LV4tLq1QieORMvbt5Ms5yXvz/qjRqFip9+ComJbiIiIiKiXMvmkz9XjxyBLMuoO3UqIIqAhwcgCEiQJHj6+wN58iAkJARDhw7FJ598gvbt2yM6OhozZ85Er169sGHDBgic5j0ZJn+IrJOcmIgLq1bh6KxZeHn3bprlfAICUH/MGJTv1Aminc2f5omIiIiIKJts91uBqkJYswZxX38NSVVxICoKEgClXTvIY8YArq5wcXEBAPzyyy9wd3fHhAkTdE9fvHgxqlatitOnT6NmzZoW2gkiooxp4+Nx/tdfcfT77xH54EGa5fJVrIj6Y8agbPv2ECXJjBESEREREZE1s83kz8uXkD7+GOLff6OKKEJ2d8czb2/UXrYM6ocfpioeGxsLUUw+vJH06ouRoihmCZmIKKs0sbE4u2IFjs2di+jHj9MsV6BaNdQfOxZlPvwQgpgjhnIjIiIiIiIjsonkT0xMDG7evAlNYiIA4OGQIbgcGQlPQYC/oqBjwYLoL4qYKAiodP8+wsLC8O+//6J8+fJo3rw5mjdvjmXLlmH27Nm6276mTZuGokWLolKlSubfoUKFMrcsK+uzUWeNDz/M/vbNxRhx2sq+UmqmeO+scJuJ0dE4s2wZjs2bh9jQ0LSrqV0bDcaORalWrXLH7auGnDtJP75ulpNbX3tD9tsWXitbuC6xhdcxp7CV19pW4kxPTj2nZCQz+2CK742UI9hE8uf8+fPo06eP7vE3qgq4uaGLIODHJUvww4cfYu7cuZg4cSKePHkCb29v1KhRA82bNwcANGzYEEuXLsXChQuxcOFC5MmTBzVr1sTatWvhzFlv0KRJE0uHQEQA4iMicHrxYpz48UfEhYWlWa5ogwZoMHYsijdtmjuSPkRERERElC02kfxp8Pw5ngkC7MLDdcuUjh0h//AD1Hz5YA9g1KhRGDVqVJrbaNeuHdq1a2eGaImIsibuxQucXLAApxYtQvzLl2mWK9akCRqMG4dijRqZLzgiIiIiIrJ5NjE4hEOfPrrEj5o3L7SrV0NevRrIl8/CkRERGS7m2TMc/OYbLCpdGoenTUsz8VOyZUv0OHQIXXftYuKHiIiIiMhI5s6di8DAQBQtWhSlS5dG165dcfPmzWRl4uPjMXz4cJQsWRJFihRBjx49EJpiaIYHDx6gU6dOKFSoEEqXLo3x48dDq9Wac1cyZNU9fzQaTdL/JUtCiomB3LQplPHjAR8fQJYtHB2RdZNlGZIkQWZbsTpxz5/j3K+/4sq6ddDGxyNP/vzIkz9/qnLFGjdGtX79kL9CBQDge2kmbDtEhmHbITIM2w5R1qXVbl4/1mg0cHBwyHA7wcHB6N27N6pVqwatVospU6agffv2OHbsmG728LFjx2L37t349ddf4e7ujpEjR6J79+7YtWuXrs5PPvkE+fPnx65du/D06VP0798f9vb2+Pbbb9OtPy4uDo6OjroJqg4dOoSLFy+iTJkyaNGiRZZfl/QIqqqqRt2iESUmJiIuLs7SYRARERERERGRjVBVNdmM346OjnB0dMzwec+fP0fp0qWxbds21K9fHxEREShdujSWL1+ONm3aAABu3LiBOnXqYPfu3ahVqxb27NmDzp074+rVq/D19QUA/Pzzz5g4cSJu3bqVbhKqQYMG2L59Ozw8PDB37lwcPHgQzZs3R3BwMPz9/TFlypRsvhJvWHXPn9cePnzIKdmJiIiIiIiIKE2iKKJIkSKoW7cuQkJCdMtHjRqF0aNHZ/j8yMhIAICXlxeApMmnNBoNGjdurCtTpkwZFClSBCdPnkStWrVw8uRJlC9fXpf4AYCmTZti2LBhuHbtGipXrpxmfbIsw8PDAwCwdetW7Nq1Cw4ODvjyyy/RsGHD3JP8sbNLCs/Pzw937tyBv78/JEmycFREtkGWZdy6dYvthiiL2HaIDMO2Q2QYth2irEur3SiKAo1Gg+PHjyebFTczvX4URcGYMWNQp04dlC9fHgAQEhICBwcHXYLmNV9fX11yKTQ0NFniBwDyvRqf+O0ElD758uXD8ePHUadOHRQoUABhYWEoWLAgoqKiMow3q6w6+fPa6zdTkiSeEImyiO2GyDBsO0SGYdshMgzbDlHWpWw3giBAo9HAzc0t2W1fmTF8+HBcvXoV//zzj7HDTNPChQsxYMAAODg4IE+ePGjYsCGqVq2K58+fY/LkyUatyyaSP0REREREREREpjBixAjs2rULO3bsQOHChXXL8+fPj8TERERERCTr/RMaGor8ryZs8fX1xenTp5Nt79mzZ7rnp8fPzw/btm3DtWvXcOfOHXTq1AkFCxZE9erVjZ4Mtomp3omIiIiIiIiIjElVVYwYMQLbt2/H33//jWLFiiVbX6VKFdjb2+PQoUO6ZTdv3sTDhw9Rq1YtAECtWrVw5coVXcIHAA4cOAA3NzcEBARkKo6yZcvi/fffx0cffYRatWqZpBcge/4QERERERERUa4zfPhwbNiwAatXr4arq6tujB53d3c4OzvDw8MD3bp1w7hx4+Dl5QU3NzeMHDkStWrV0iV/AgMDERAQgH79+mHixIkIDQ3FtGnT0Lt370yNNfS2sLAw/PHHHzh58iRCQ0MBJPUsql27Nj799FPkzZvX4H1l8oeIiIiIiIiIcp2ff/4ZANC6detkyxctWoRPP/0UADB9+nSIoogePXogMTERgYGBmD17tq6sJElYu3Ythg0bhpYtWyJPnjzo0qULxo4dm6VYzpw5gw4dOiBPnjx49913UapUKQBJt5AtW7YM8+fPx8aNG1GtWjWD9pXJn1xM7DcAePEi6YG3N5Sliy0bEBEREREREZGZhIeHZ1jGyckJs2fPTpbwScnPzw9//vlntmIZNWoU2rRpg3nz5iWbqQxIuj1tyJAhGDVqFHbv3m3Q9jnmT2724gWEwoUgFC70JglERERERERERGZ16dIlDBgwIFXiB0iaxWzAgAG4ePGiwdtn8oeIiIiIiIiIyIJ8fX1x5syZNNefOXMG+fLlM3j7vO2LiIiIiIiIiMiCBg4ciK+//hrnzp1Do0aN4OvrCyBpWvmgoCD8/vvvmDx5ssHbZ/KHiIiIiIiIiMiC+vTpAx8fHyxZsgQrV66ELMsAkgaUrlq1KhYtWoR27doZvH0mf4iIiIiIiIiILKx9+/Zo3749NBoNwsLCAAA+Pj6wt7fP9raZ/CEiIiIiIiIishL29vYoUKCAUbfJAZ+JiIiIKEcS+w2A2KkzxH4DLB0KERFRtjx8+BADBw40+PkmS/7MnTsXgYGBKFq0KEqXLo2uXbvi5s2bpqqOiIiIiCi5Fy8gFC4EvHhh6UiIiIiyJTw8HGvWrDH4+Sa77Ss4OBi9e/dGtWrVoNVqMWXKFLRv3x7Hjh2Di4uLqaolIiIiIiIiIrIpO3bsSHf9/fv3s7V9kyV/NmzYkOzx4sWLUbp0aZw7dw7169c3VbVERERERERERDalW7duEAQBqqqmWUYQBIO3b7YBnyMjIwEAXl5eaZZJSEhAQkKC7nF6O01ERERERERElBMUKFAAs2fPxvvvv693/cWLF9G4cWODt2+WAZ8VRcGYMWNQp04dlC9fPs1y8+bNQ7FixXT/KlasaI7wiIiIiIiIiIgspkqVKjh37ly6ZbLTQcYsPX+GDx+Oq1ev4p9//km33JAhQzBgwJvZGNjzJ31ivwFJAxh6e0NZutgo2+x+6ieEJcbAx8EFq2r2Nco2iYiIiIiIiChtgwYNQmxsbJrrS5Ysia1btxq8fZMnf0aMGIFdu3Zhx44dKFy4cLplHR0d4ejoqHusKAqioqJMHaLtejWDhfrosdE2GZYYA2dHR4QlxBhtm0REREREZDtM8SMzEaWvXr166a53cXHJ1vjJJkv+qKqKkSNHYvv27di6dSuKFStmqqpyDZ6EiYjIVPgZQ0REOib4kZmILMtkyZ/hw4djw4YNWL16NVxdXRESEgIAcHd3h7Ozs6mqzdl4EiYiIlPhZwwRERFRjmWy5M/PP/8MAGjdunWy5YsWLcKnn35qqmqJiIiIiIiIiOgtJkv+hIeHm2rTREREREQ2gbdUEhGRNTDLbF9ERERERLkSb6mkXIBJTiLrx+QPEVEKvIAhIiIiygIbSXLyGo9yMyZ/iIhSspELGCIiIiJzyDFJE17jUS7G5A8RERERkYGy+qW4+6mfEJYYAx8HF6yq2dcMERIZAZMmRDaPyR8iIiIiIkNl8UtxWGIMnB0dEZYQA+Ct5BFg+70qKNdgEpPI9oiWDoCIiIiIKNd6lTwSChd6kwQisnK6JGZijKVDIcqRgoOD0bdvX7Ro0QKPHyf9uLB27VocPXrU4G0y+UPpEvsNgNipc9KvUkRERERERERkMn///Tc6duwIZ2dnXLhwAYmJiQCAyMhIzJ071+DtMvmTixiUyHn1axR/iSIiIiIiIiIyrdmzZ2Pu3Ln44YcfYG9vr1tet25dXLhwweDtcsyf3IQDtRFRDsOxMojobTlmRiIiIiPiudG23Lp1C/Xq1Uu13N3dHREREQZvl8kfsnrGPlm9HqAOAAepIwD8QLRpr3snAkxsExF/6CLKxVIOQs0fiN7Cc6NN8fX1xZ07d+Dn55ds+bFjx1C8eHGDt8vkD2WJRUb2T3Gyyu4X9dcD1AHQzbSR1f3iDAc5DD8QiYjIivG6g4wtJ/7wlXImPf5ARLaqR48eGDNmDBYsWABBEPDkyROcOHEC48ePx4gRIwzeLpM/lCUpT6rWkAwyhlQfFkYuT0RERGQoXneQ0fGHLyKrNWTIECiKgrZt2yI2NhYffPABHB0dMXDgQPTta/h3bg74TNmSU6d55CxnREREREREOd+RI0fQuXNnlCtXDl5eXti+fXuy9aqqYvr06ShbtiwKFiyItm3b4vbt28nKhIeHo0+fPvDz80OxYsUwaNAgREdHGxSPIAgYPnw47ty5g+DgYOzZswc3b97EuHHjDN5HgD1/rEp2e9GwS7AR8dcQeosx2lZO7F5NREREZMt4fUYAEBsbi4oVK6Jbt27o3r17qvU//PADli1bhiVLlsDPzw/Tp09Hhw4dcOzYMTg5OQEA+vTpg5CQEGzatAkajQYDBw7E119/jRUrVhgcl4ODA8qWLWvw81Ni8seKZLdLL7sEE5mGUdoWE4pERERE1sUGr8+YsDK+5s2bo3nz5nrXqaqKpUuXYvjw4Xj//fcBAEuWLEFAQAC2b9+ODh064Pr169i3bx/279+PatWqAQBmzpyJTp06YcqUKShYsGCWY4qPj8fly5fx7NkzKIqSbN3rOLLKJpI/siwn+z/nUnX/69vXt+/Rk2U51ePsPD+tbWRcR/p1GkPG+51VarK/M7ffaW3DdPudXTm13dh/OUj3gadZtMAo28xu2zKkDjIO/eex7MmpbScjPEYpu6yh7WT1muF/Z1YiTJPULd/H3hW/Vv8823VmvD7ta460tmEL1x1kOEu0nawet1k5ji13jGbctoz/vcL8xLcSVpmN2Rb3MyNptZvXiZKoqCgIgqBb7ujoCMdXk/5kxf379xESEoLGjRvrlnl4eKBGjRo4efIkOnTogJMnT8LDw0OX+AGAxo0bQxRFnD59Gq1bt85SnXv37kX//v0RFhaWap0gCHqXZ4ZNJH/u3bsHIGm++5xMUVTd/9evX0+1vryqQAKgqAquX7+e6rGhz0c628iojozqNMSkl/sRoSTAQ3TEBM/ADPc7q17HnN5+ZFRHyvIpY7YmOa3dlA97DqlIEcgPHxrtmMtu2zKkDjIOfecxY8lpbScjKY9Raz6vkXWzZNvJ6jXDs4QouDg7J/0dF2XQOSSjOjL6TMnMecwU11tkfczZdrJ63Gb2OE75GQLAbJ8jmWlbxv5eYQmGxGyL+5lZKduNKIrw8/NDnTp1EBISols+atQojB49Osvbf72NfPnyJVvu6+uL0NBQXZmU6+3s7ODl5ZUshswaNWoU2rRpg5EjR8LX1zfLz0+LTSR/ihcvjjt37sDf3x+SJGX8BBslHt+Z9L8oICAgIPV6QdT9HxAQkPqxgc9PbxsZ1ZFRnYaIOr4TLs7OiEqI1x9DiscZ0fUUAQBvb4g9/N/sdxr7kVEdKcunjNkayLKMW7duGbXdmKLXTVZl9f03ZJtZbVuG1EHGoe88ll2maDtZZYm2lvIYtcbzGlk3a2g7Wb1meH1+Bww/x2dYR0bXUpk4j5nieoushyXaTpaP20wexyk/QwDoPkde97QztJddSik/KzPTtrL7vcIaGBJzdvfT2O+dMaTVbhRFgUajwfHjx1P1/LEVz549w5dffmnUxA9gI8mf12+mJEk5OvkDCLr/M9rPlOuTHhv+/MxsQ//6zNeZeRnFkPZjvV51jQTw6n5e4a2VGe+H/jrM8ToYh1HbzVvdTK1hP00RQ3bbliF1kPEY87W16GeOhduatZ/XcpqcNmGDtVyvZe3zPOnv7Madueuv9NtW5q47KCeyVNsx9veO5OvflAnTxMDZ0QlhCTHG2c9Un5VZa1sGfa+wMobEbMhzjP7eGVHKdiMIAjQaDdzc3CCK2Z/cPH/+/ACSEjIFChTQLQ8NDUWlSpV0ZZ49e5bseVqtFuHh4brnZ8VHH32Ew4cPo0SJEtmIPDWbSP4QZYU1DIKW0y7kiayFNbRvoqzK6LjlhA3mYyvnEF5HEJEl2cq50hyKFSuG/Pnz49ChQ7pkT2RkJE6fPo1evXoBAGrVqoWIiAicO3cOVatWBQAEBQVBURTUqFEjy3XOmjUL//vf/3D06FGUL18e9vb2ydZ/8cUXBu0Lkz+U81jBqP28kCcyESto30RZluK45UV1Eou8DjZyDuF1BBFZlI2cK40lOjoad+/e1T2+f/8+Ll68CE9PTxQtWhT9+vXD7NmzUbJkSRQrVgzTp09HgQIF8MEHHwAAAgIC0LRpUwwePBhz586FRqPByJEj0b59e4Nm+tq4cSMOHDgAJycnHD58ONnta4IgMPlD1oG/VBEREWUgl11Up4mvA5HVsIVreCbO9dO9LgBfGwOdO3cOH374oe7xuHHjAABdunTB4sWLMXjwYMTGxmLIkCGIiIhA3bp1sWHDBjg5Oemes3z5cowYMQJt27aFIAj46KOP8N133xkUz9SpUzF69GgMGTLEKLeuvcbkj5nklpMVf6mi7MotbYWIiJJ7/eUTgFV/ASXKiWziGp4JY/1SjG/KZFDWNWjQAOHh4WmuFwQBY8eOxdixY9Ms4+XlhRUrVhglnsTERLRv396oiR+AyR/z4cmKLCwzF9VWkXgxQ1vJ7n7awq9jRES25vWXTwDW/QU0A/yMICKLSjXZDdmaLl26YNOmTRg2bJhRt8vkTw5mFV/kyWrou6hOdYxYIElpkYvkbO6nTfw6lkPwPEZEb7OFxAo/I4iIKDtkWcaPP/6I/fv3o0KFCqkGfJ42bZpB22XyJydjbyOjybFfQK3gGMmtF8kpv8Dk2GMsu6zgGLUGpvjCy2Mud7GFpIk+KY/TlJ8Zxj6OeesZkfWw1fMWUXZduXIFlStXBgBcvXo12bq3B3/OKiZ/yOJs4hYcfgG1GbZy4Z4q6cVjjNJhkiQpjzmTscYvLDabaM/oODXycWyrt54xmUs5kc2et2yANX5O0Rtbt241yXaZ/LFiObFR6v1izltwbJY1HqO2euFOxmONxyXlLtn9XLKVJDZZTqrzXAbXUimTQ7ZyjDGplTlpvb/W/N4C/LxOizl6h/P7U+7E5I8Vy4mNkl/Mc5aceIyS7bOF45JfaDInt85Yws9KykiWz3MpkkP6jjGr/CKeQVLLGmK2ivN5Gu+vtZ8/rDFOazim2DucZs2ale76kSNHGrRdJn8sJLde0JJtsYYPQGPEYA37QZRMLr2Qy/KXJM5YQmQ2Kb9w2sJnpymSB1ne71x6Ps+prDEhZQ620N5zk23btiV7rNFo8N9//0GSJJQoUSJnJ3+GXFqLWzGhyHfmMFbVyiEHYy65oOWJxLZZwwegMWIw9X4wmUvWeK4zdkxGuU2EX5KIzMIYvVGs4RrAEnLrfpPlWEPvMR731iUoKCjVssjISHz55Zf44IMPDN6uTSR/wjUxcHF2RlhCtKVDoSziiSSJOZID1vDBkWvlkmQupc1YY7wYM3lk7PNvZm5FssYkGFF22eTsjCZItLJ92y5bGeMp1+IPI5QJ7u7uGD16NLp06YLOnTsbtA2bSP6Ymim+mNvEhQGZjwHJgex2O/7fmZV4lhAF8fhO+Di4Ghy6tbPGi1H2BKKsyimJ8pyyH7kRr1vSxvE3krB92y5bGUeM5yGi9EVGRiIyMtLg5zP5A5jmV/tcemFAhkuZxMjo3vuMkh5hmmi4ODsn/W3FH/TZZZUXoyY4p2R0QaTvV72sJsZy6kVXVl+H14lTY95qbI1JSlukL7HK11Y/Q8dXMuV1S049x1Dm8P03nhz7Wlrh96eMPmP4GUSmsGzZsmSPVVXF06dPsX79ejRr1szg7TL5Q2QhGSV7Ukq53iqTHmQ6GVwQ6ftVL+UxkuHFYoo6csoFTVbbyuvEqTFvNbaG9pojvizoSaxaw2trDrY4CG2qY84KYiILysT7n1M+d0yObclsMvoxNjOfQTZ56yhZ1OLFyY8LURSRN29edO7cGUOGDDF4uzaZ/LHGDwZrjImsW078wsJ2YOWyeLGYE49RQxhyXJu6Lejr6ZXV5J414AVw5tlke7TCY46sm6mPc2P0kjVGnWS7DDlGeesoZdX58+dNsl2bTP5Y4gIoo4ytTV6UERlZmj1NAF1b4Ze9zLHGRJoh75013nqW1TqMcqFnZHrHb7DFi0lbjJnSZP/lIJQPew7RJy/P77mQOT63sltHZnrJZlSnoZ8hb9eZVdZ4TUBEtscmkz8pZXUsFEMwY0tkAH1j37DtZIo5EsrZvY0k5a+Z/7fiXKpkX5b3wxzHB49BozHVdPLW/OUxp8jsOBZA2r0V9N3WJRUpwraVSxhy+0t2ZTVRY4z2buzvAPraVsqx5vgjs+3ipB9kqHHjxmW67LRp0wyqI0ckfzgWChFR1mX3XJnq18xMDHRtjV+8rTEmW2Gq6eSzs72MfpXnNUKSzI4zB6TTW4GJ1Fwtu23JFLdD2cJ3Ar29j1KONce2ZbtMMZEQ5QoXLlzIVDlBEAyuI0ckf0yBXwaIyJrZ6jkqo4ETrSEmMh6LvL9G+lU+Zc8BgON1WEN7pZzDVqYfJyIyh61bt5q8DpMnf5YvX44FCxYgNDQUFStWxMyZM1GjRg1TV5tt/DJARNYsp5yjcsp+kH628P5mdHuFrXxBNUdixhbeT7IeTBYSERkuIiICq1atwo0bNwAAZcuWRdeuXeHh4WHwNk2a/Nm0aRO++eYbzJ07FzVq1MDSpUvRoUMHnDx5Evny5TNl1cnww4eIiCh3yvAawICeQuYYazCrMTAxQ9aGxyQRkWHOnj2LDh06wNnZGdWrVwcALFq0CHPmzMGmTZtQpUoVg7YrqKqqGjPQtzVr1gzVqlXD999/DwBQFAUVK1ZEnz599M5Pn5CQgISEBN3j16FV79AMoXceQlUV+Dn74L+4MAiCaPBj4ckTQJYBSYJasCCEhw8BO/ukSrUaqEWKZLyN189Jo3zK9Wk+zkad5oghozoMfZz0/hrntcx0+Vf7ed/HOVUM2a0z0+9dFt5vg+tIsf3X+wkgw9c+q6+tIfud3ToyG0N23t/s7icAm9hvY61/XWexsLhsH+dZfW9Mcf7O6PGj+HDIr9qUJIgo7ORltPaanffbaJ8J2TjGTPY5lk7bMtp5yor22xR1ZvczxKjtNYPXwZTHtSGflca+LjHFNYIxXmtjX5eY4hgzxXWosV/r158RKT8fsnOMmeKcYurrb0Nea5PFlM71mLGPMUO+Xxn7O50h16GZeS9ci+RDpak9sKNe6u/xliDLMq5fv46AgABIkqRbrigK4uPj4ebmBlEULRih4Vq1aoWSJUvihx9+gJ1dUn8drVaLr776Cvfu3cOOHTsM2q7JXo3ExEScO3cOjRs3flOZKOLdd9/FyZMn9T5n3rx5KFasmO5fxYoVTROcLCcdzLJsmu0TEVGOJasKBEGEIIi6JBARERHw5jOCnw9EZKhz585h8ODBusQPANjZ2eGrr77CuXPnDN6uyW77CgsLgyzLqW7vypcvH27evKn3OUOGDMGAAQN0j1/3/KkxqQfiJQVxCfHYUW8o3g+eB2dHR8QlJGBHvSFZfix26qzr4q2sX6t7DEC3LKvbyGwdxqzTHDFkVIehjwEY7bXM6vv73td1UsWQ3Toz+95l5f3O7nH9fvBcODs66fYTQIavfVZfW0P2O7t1ZDaG7Ly/2d1PADax38Za/7rOnfOPZ/s4z+p7Y4rz9+u2k9FnTnqvtbE/Q8xxLjXGMWaqz7H02paxzlPWtN/mOMay2r6N2V4zeh1MeVxnVKe+z0pjX5eY4hrBGK+1sa9LTHGMmeI61NztWf8xlvxzx9jXxpa4/jbktTZVTOldjxn7GDPk+5Wxv9MZch2alfeCTM/NzQ0PHz5EmTJlki1/9OgRXF1dDd6uVc325ejoCMdXJwkgqctWVFSUBSMiIiIiIiIiIjKPdu3aYdCgQZgyZQpq164NADh+/Di+/fZbdOjQweDtmiz54+PjA0mS8OzZs2TLnz17Bl9fX1NVS0RERERERERkk6ZMmQJBENC/f39otVoAgL29PXr16oUJEyYYvF2Tjfnj4OCAqlWr4tChQ7pliqIgKCgItWrVMlW1REREREREREQ25cqVKwCScinfffcd7t69i6CgIAQFBeHOnTuYPn16sjulssqkt30NGDAAAwYMQLVq1VC9enUsWbIEMTEx6Nq1qymrJSIiIiIiIiKyGQ0aNED16tXRvXt3tG/fHm5ubqhQoYLRtm/Suc/at2+PyZMnY/r06WjUqBEuXbqEDRs28LYvIiIiIiIiIqJXtm3bhrJly2L8+PEoV64c+vfvj+DgYKNt3+QT3/ft2xcXL15ESEgI9u7di5o1a5q6SiIiIiIiIiIim1GvXj0sXLgQV69excyZM/Hff/+hdevWqFmzJubPn4+QkJBsbd/kyR8iIiIiIiIiIsqYi4sLunbtiu3bt+PUqVNo06YNVqxYgUqVKqFLly4Gb9eqpnpP6fXI1vkd3JAgKYhXHSHLMgo6eMDJwR7xqpNBj9X8+SH4+EDVylDeegxAtyyr28hsHcas0xwxZFSHoY8BGO21zOr7qy+G7NaZ2fcuK+93do/rpPUOuv0EkOFrn9XX1pD9zm4dmY0hO+9vdvcTgE3st7HW6+o0wnGe1ffGFOfv120no8+c9F5rY3+GmONcaoxjzFSfY+m1LWOdp6xpv81xjGW5fRuxvWb0OpjyuM6oTn2flca+LjHFNYIxXmtjX5eY4hgzxXWoudtz2sfYm88dY18bW+L625DX2lQxpXc9ZuxjzJDvV8b+TmfIdWhW3wtrIMsyJElKFc/rx1qtFg6vvgulZ+XKlfj555/x4MEDAEDZsmUxYsQING/eXG/53377DWvXrsXVq1cBAFWrVsX48eNRo0aN7OxOmkqWLImhQ4eiaNGimDx5Mnbv3m3wtgRVVVUjxmZUiYmJiIuLs3QYRERERERERGQjnJ2dM5X8+eeffyBJEkqVKgVVVbFmzRosWLAAhw4dQrly5VKV79OnD+rUqYM6derA0dERP/zwA7Zt24ajR4+iUKFCRt2HI0eO4P/+7/+wdetWCIKAdu3aoVu3bgbPnm4TyR97e3vcunULpUuXhiRJlg6LyCbIsoybN2+y3RBlEdsOkWHYdogMw7ZDlHVptRtVVREfH5/p5I8+JUqUwOTJk9G9e/dMxVGiRAnMmjULnTt3Nqi+tz158gSrV6/GmjVrcOfOHdSuXRvdu3dH27Zt4eLikq1tW/VtX/b29oiLi4OiKFBVFYqiQBAES4dFZBPYbogMw7ZDZBi2HSLDsO0QZV1a7eZ135a4uDjEx8frljs6OsLR0THdbcqyjM2bNyM2NjbTvWtiY2Oh0Wjg6emZ9Z1IoWPHjjh06BB8fHzwySefoFu3bihdunS2t/uaVff8UVUVkZGRuH//Pqw4TCIiIiIiIiKyMEEQUKxYMVSsWBHR0dG65aNGjcLo0aP1Pufy5cto2bIl4uPj4eLiguXLl6NFixaZqm/YsGHYv38/jh49Cicnp2zF3qVLF3Tv3h0tW7Y0SS9Am0j+SJKE27dvw9/fn10hiTJJlmXcunWL7YYoi9h2iAzDtkNkGLYdoqxLq92oqorExEQASNYjKL2eP4mJiXj48CEiIyOxZcsWrFq1Ctu2bUPZsmXTjWHevHn48ccfsXXrVlSsWNEIe2VaVn3b12uv30xJknhCJMoithsiw7DtEBmGbYfIMGw7RFmXst287tvi7u6e6dsoHRwcULJkSQBJs3edPXsWS5cuxfz589N8zoIFCzB//nxs3rzZJhI/gI0kf4iIiIiIiIiITE1RFF3vIX1++OEHzJkzBxs3bkS1atXMGFn2MPlDRERERERERLnOpEmT0KxZMxQtWhRRUVHYsGEDDh8+jI0bNwIA+vXrh4IFC2LChAkAgPnz52PGjBlYvnw5/Pz8EBISAgBwcXGBq6urxfYjM5j8ISIiIiIiIqJc5/nz5+jfvz9CQkLg7u6OChUqYOPGjWjSpAkA4OHDhxBFUVf+559/RmJiIj777LNk20lvQGlrweQPEREREREREeU6CxYsSHf9tm3bkj2+cOGCKcMxKTHjIkREREREREREZKuY/CEiIiIiIiIiysGY/CEiIiIiIiIiysGY/CEiIiIiIiIiysGY/CEiIiIiIiIiysGY/CEiIiIiIiIiysGY/CEiIiIiIiIiysGY/CEiIiIiIiIiysGY/CEiIiIiIiIiysGY/CEiIiIiIiIiysGY/CEiIiIiIiIiysGY/CEiIiIiIiIisqCYmBgcOXLEZNtn8oeIiIiIiIiIyILu3LmDjz76yGTbZ/KHiIiIiIiIiCgHs7N0AEREREREREREOVmJEiXSXS/LsknrZ/KHiIiIiIiIiMiEEhMT0atXL5QvX17v+gcPHmDmzJkmq5/JHyIiIiIiIiIiE6pYsSIKFy6MLl266F1/8eJFkyZ/OOYPEREREREREZEJtWjRAhEREWmu9/LyQufOnU1WP3v+EBERERERERGZ0LBhw9JdX6RIESxatMhk9bPnDxERERERERGRFenUqROePn1qtO0x+UNEREREREREZEWOHj2K+Ph4o22PyR8iIiIiIiIiohyMyR8iIiIiIiIiohyMyR8iIiIiIiIiynVWrlyJ+vXrw8/PD35+fmjRogX27NmT7nM2b96M2rVro0CBAqhXrx52795tpmizh8kfIiIiIiIiIsp1ChUqhAkTJuDAgQPYv38/GjZsiK5du+Lq1at6yx8/fhy9e/dGt27dcOjQIXzwwQfo1q0brly5YubIs47JHyIiIiIiIiLKdVq1aoUWLVqgVKlS8Pf3x/jx4+Hi4oJTp07pLb9s2TI0bdoUX331FQICAjBu3DhUqVIFy5cvN3PkWWdn6QAyQ5blZP8TUcbYbogMw7ZDZBi2HSLDsO0QZV1a7UZVVQBAZGQkBEHQLXd0dISjo2OG29y8eTNiY2NRq1YtvWVOnDiBL7/8MtmywMBAbN++PcOYBw4ciBkzZsDNzS3DsgAwZMgQeHl5ZapsZgjq61fHCqmqisjISNy/fx9WHCYRERERERERWZggCChWrBgqVqyI6Oho3fJRo0Zh9OjRep9z+fJltGzZEvHx8XBxccHy5cvRokULvWV9fX2xePFidOzYUbdsxYoVmDVrFm7cuJFubD4+Prh27Rry5ctnwJ5ln030/ClZsiRu374Nf39/SJJk6XCIbIIsy7h16xbbDVEWse0QGYZth8gwbDtEWZdWu1FVFYmJibh06VKqnj9pKV26NIKCghAZGYktW7ZgwIAB2LZtG8qWLWvUmC3docUmkj+v30xJknhCJMoithsiw7DtEBmGbYfIMGw7RFmXst28TrC4u7snS/6kx8HBASVLlgQAVK1aFWfPnsXSpUsxf/78VGV9fX3x7NmzZMuePXsGX1/fTNUVHR2d4e1n7u7umdpWVtlE8oeIiIiIiIiIyNQURUFiYqLedbVr18ahQ4fQv39/3bIDBw6kOUZQSjVr1kxznaqqEAQBYWFhWQs4k5j8ISIiIiIiIqJcZ9KkSWjWrBmKFi2KqKgobNiwAYcPH8bGjRsBAP369UPBggUxYcIEAMAXX3yB1q1bY+HChWjRogU2bdqEc+fO6e0lpM9vv/1m1EGcs4LJHyIiIiIiIiLKdZ4/f47+/fsjJCQE7u7uqFChAjZu3IgmTZoAAB4+fAhRFHXl69Spg+XLl2PatGmYMmUKSpYsiT/++APly5fPVH116tThgM9EREREREREROayYMGCdNdv27Yt1bK2bduibdu2JorIdMSMixARERERERERkaGKFi1q0UHdmfwhIiIiIiIiIjKhvXv3wtvbO831Wq0Wp0+fNln9TP4QEREREREREZlQ2bJlk00TX69ePTx8+FD3+MWLF2jRooXJ6mfyh4iIiIiIiIjIhFRVTfb4wYMH0Gq16ZYxJg74TERERERERGQgVVXT/KcoSrrrM/PPy8sLTk5Olt5NMgNBEEy2bSZ/iIiIiIiIiDJJq9Vi+/btWLp0KQ4cOABFUUxan4eHB3766Se0a9fOpPVQzsbkDxEREREREVEGQkND8fPPP2P58uV48OCBSesSBEHXCyQiIgKffPIJxo4di2+//RaiyNFbbJEgCIiOjoajoyNUVdU9joyMBABERUWZtH4mf4iIiIiIiIj0UFUVJ06cwJIlS7BhwwYkJiYCAHx8fNCzZ0/06NED3t7eumSNIAgQRTHZY33/MirzmlarxejRo/Hjjz9i+vTpOH/+PH777Te4u7sbvD/nzp3D9evX8fDhQ90/f39/DB8+HHnz5jXK60apqaqKmjVrJnv87rvvJnvM276IiIiIiIjMQFVVhIeH4/79+7h//z6cnZ1RpkwZ+Pn5QZIkk9ar0WiQmJiIxMREJCQk6P5+/U+j0ehdntE6R0dH9OzZE0WKFDFZ/Bl5+vQp7ty5g4cPH+LRo0d4+vQp/P390aJFCxQrVkxX7vbt2/j111+xevVqaLVafPjhh+jQoQMaNmwIOzv9X18jIiLwzTff4K+//sKHH36Ifv36oUqVKtmKNy4uDuvXr8eSJUtw5swZ3fKaNWuiX79+6NSpk1nG4bGzs8Ps2bNRpUoVDBgwANu3b0fNmjVRo0YN+Pr6Il++fPD19UXevHmTPfb09EyWSHjy5An+7//+D7///juuXbumt66ff/4Z3377Lb744gvY29ubfN9ym61bt1q0fkE15XDS2aSqKiIjI+Hg4IAbN24gICDApCdcopxElmVcv36d7YYoi9h2iAzDtkO24u3kzr1793RJnrf/1nf7hZOTE/z9/VGmTBmUKVMGAQEBCAgIQJkyZVL1wlBVFWfPnsWWLVtw9OhRxMXFJUvopEzyJCQkQKPRmHS/ixQpgh07dqBs2bImrSclRVEwceJEzJw5M82ZjMqWLYtmzZrh8uXLOHDggN4yefPmRZs2bdChQwe8++67uuTEtm3bMGjQIDx69ChZ+fr166Nfv35o164dHBwcMh3v3bt3sWzZMvz666948eIFAMDR0RGdOnVC//79k/XcMLdTp07h448/TrWv+tjZ2emSQnny5MHJkychyzIAwNnZGbVq1UKRIkVQpEgR+Pr64rfffsPFixcBJL0fgwcPhoODA7Rare5f69atUbRoUZPuY2al9Zmjqiri4uLg7u5u0l40tojJH6IcihfhRIZh2yEyDNsOWRNVVfH48WPcunULt27dws2bN3Hr1i3cuXMnzeROSvnz54efnx9iYmJw69Yt3e0++hQsWFCXFBJFETt27DDKmDCOjo5wcHCAg4OD7m97e3vdsozWvV6+c+dO3LhxA/ny5cO2bdtQrVo1XR1BQUFYtGgR6tWrh6+++sqoX5jj4uLQq1cvbNy4EQBQvHhxFClSBIULF0a+fPlw5swZHDt2LNmAyYIgoHnz5ujZsydcXV2xadMmbNmyRZeIAQBvb2989NFHiI6OxoYNGwAA/v7+GDVqFHbt2oXNmzfrptAuUKAAPv/8c/Tu3RuFCxdOM9aQkBB89dVX2Lx5sy5JVaxYMfTt2xc9e/a0mtuhwsPDsXfvXoSGhiI0NBTPnj3T/Xv9OCIiQu9z33nnHXz22Wfo0KEDPDw8kq2TZRm//PILvv32Wzx//lzv87dt24YWLVoYfZ8MkROTP+fPn8f06dOxbt06k2yfyR+iHIoX4USGYdshMgzbDpmbqqoICQlJleC5desWbt++jdjY2HSfnz9/fhQrVkz3r3jx4skeOzs768rKsox79+7hxo0buH79Om7cuKH7OyQkRO/2XVxc0KJFC7Rq1Qo+Pj6pkjKvEzV2dnZ48OABypYtC2dnZ13CRpIko315ffbsGVq3bo2zZ8/C3d0dW7ZsgSiKmDRpEvbv368r17FjRyxfvhwuLi7ZrjMkJAQdOnTAiRMnYG9vjyVLlqBHjx6pyoWHh2P//v04dOgQfH190b1792S3gQGARqNBUFAQNm3ahM2bN+PZs2e6dZIk4euvv8a3336re88eP36MFStWYMWKFXj69KmuXNu2bdG/f380bNgw2Wu7d+9e9OzZU/deNm/eHP3790erVq1s8nyWkJCQLCn04sULVKtWDQEBARk+9+XLl/j+++9x+vRp2NnZ6f7Z29tj5MiRyRKHlmSryZ99+/bh4MGDsLe3R48ePVC8eHHcuHEDkyZNws6dOxEYGIg///zTJHUz+UOUQ/EinMgwbDtEhmHbIVPSaDTYsWMHTp8+nSzBk14PHkmSULx4cfj7+8Pf3x+lSpWCv7+/LsnzdnInO16+fImbN2/i2rVruHHjBqKjo9GsWTMEBgZmqg5ztZ2IiAi0a9cOhw8fhp2dna5njL29PT744ANs374dGo0GVapUwcaNG+Hn55fu9tIanFZVVQQFBaF37964f/8+vL29sX79ejRq1Mgo+yHLMg4fPoyNGzciPDwcQ4YMQfXq1fWWTUxMxObNm7F06VIcPnxYt7xChQro378/OnXqhO+//x6zZ8+GqqooX748fv/9d1SuXNkosZLp2GLyZ9Wq/2/vvuOqqv8Hjr8uG5myQQVEcSAuRMW9zVmaZTlSy1Fpmpmr+ua2LFtmjiw1M7dp7r1FyxWICiig4mCKguxxz+8PfvfEFTUlUcD38/G4D+Dcc88593Lf93zu+3w+789y3n//fcqXL8+dO3ews7NjxowZTJgwgZ49e/LOO+88UoKuqCT5I0QZJY1wIYpGYkeIopHYEY8rJyeHa9euceXKFa5cucK1a9dwc3Ojbt261KpVCwsLCyIjI1myZAm//vrrfXvYaDQaPDw81ARPwZunp+dj1Xp5Vp5m7KSnp/P666+zc+dOjIyMGDhwIBMnTsTDw4OjR4/y2muvkZCQgKOjI8uXL6dt27aFtnHixAlGjhxJWFgYnTt3pl+/frzwwgsYGxuzb98+Zs6cSWBgIJA/FGvTpk14e3sX6/N6FGfPnmXhwoWsXLlS7RVmYGCgDjkbNmwYs2fPfmJJQVG8SmPyp1mzZrz22muMGjWKzZs3M2jQIPz9/Vm6dOlDhyQ+KZL8EaKMkka4EEUjsSNE0UjsPN9ycnKIjo4mKiqKy5cvExUVRUJCAubm5lhYWGBhYYGBgQHR0dF6yR5dAdp76ZI6V65cUZe5uLjQtWtXqlWrpiZ4vLy8MDU1fUrPsng87djJzs5my5Yt+Pn5UblyZb37oqOj6dWrF8HBwQA0b96ccePG0alTJ1JTU5k0aRLz588vVLjZ3t6eihUrqo8zMTHhrbfeYsqUKdjZ2RX7c3ocd+7c4ddff2XhwoVERERgY2PDwoUL6dWr17M+NPEYSmPyp0KFChw/fhx3d3cURcHZ2ZnNmzcTEBDwVPYvU70LIYQQQjxHrl69yp49ewgNDcXQ0FCt5aArFqu7GRoacvfuXZKTk0lJSdH7mZyczN27d7GxsaFKlSp4eXlRuXJlTExMMDMzw8PDQxJAZZSiKFy4cIHDhw9z7tw5Ndlz9erVByZyHsbU1BRPT08qV65MhQoVuHbtGsHBwcTFxXHlyhW1+O/gwYPp1q2bTD/9BJiYmDww0eHu7s7BgwcZP348v/zyC0ePHuXo0aP4+vpy584drl+/DkC/fv0YPHgwmzZtYvXq1cTFxXHr1i3MzMwYOnQoY8aMeSo9GYrC1taWUaNG8d577/HXX39RuXJlXFxcnvVhiedARkaG2rNMo9Fgamr6VN97kvwRQgghhCiFcnJy1NldEhMTcXZ2platWhgYGOitl5aWxqFDh9i7dy+7d+/m4sWLT/Q4zp49W2iZiYmJOhTHy8sLLy8vvSRRae+p8TxRFIWwsDAOHz7MwYMHOXz4sF6x3YLMzMyoXLmy+j93dnYmMzOT9PR00tLSyMnJoWLFinh6euLl5YWnpycuLi6F3rOQXyw4NDQUT09PPD09i/lZioIsLCyYN28eH330EXPnzuWnn37i3LlzAHh5eTFv3jzatWsH5PcM+vzzz9m3bx9XrlzhpZdeKjWJFAMDA5o0afKsD0M8Z3799VcsLS0ByM3NZeXKldjb2+ut8/bbbxfLvmXYlxBllHS/F6JoJHbE48jKyiImJobY2Fhu3rxJbGwsMTExlC9fnsaNG+Pn5/dE6kcoikJ4eDiHDh3i0KFDBAYGEhMTU2g9Ozs7mjVrRsuWLcnJyWHPnj0EBgbqTVFtaGhI48aN1W7mubm55OTkFLrl5uZiaWmJjY0N1tbW2NjYYGtrq/5uZWXFrVu3iIyMJCoqisjISEJDQ7l58yY5OTkPfC4ajYZKlSqpCYKCiaEqVapgbW1d6LkHBwezdu1atmzZQk5ODra2tpQvXx5bW1v8/PwYMGAAzs7O//l1Fvmv96VLl/SSPbrZknTMzc1p2rQpDRs2VP93Xl5euLq63jeRIx6upJ93bt++zZIlS8jNzWXkyJGUK1fuWR+SEKVy2FedOnX+9Zg0Gg1BQUHFsn9J/ghRRpX0hoQQJZXEzvNHq9WSkZGh9k5IT08nIyND/f3u3bvExcURExOjJnp0vyclJT1028bGxtStW5eAgAA14eLu7v6vjT9FUYiMjOTQoUPqF/D7JXsMDAxwdHTE3t6eq1evkpaWdt/teXh40KFDBzp06ECbNm2wtbV95NfnUelip2rVqsTExOglhQr+TE1Nfeh2HB0d1WSCo6Mju3btIjw8/KGPMTY2pkePHrz99tuFpnAuitzcXHVa6b1792JiYoK7uzvu7u5UqlSJbt26Ubt27f+0j5IkKyuLNWvWsG/fPg4fPsyNGzf07jc1NaVJkya0atWK1q1b4+/vL723niA57wjx+Epj8udZk+SPEGWUNCSEKBqJnf8uJydHTZAYGxvj5uaGo6Pjv/YIyM3NJSUlhfLlyz9Sgy07O5uTJ09iZ2dHtWrV7vv/unXrFhcuXCA0NJTQ0FAuXLjAzZs39ZI7GRkZRX6ukD/Eyc3NDRcXF1xdXXFxceHGjRv89ddf952dyNXVVU0EBQQE4Ofnh5mZGZcvX9ZL9uhqa+gU/ALeqlUratSogZ2dnfq65uTk8Pfff6s9gzQaDe3bt6d9+/ZUq1at2BvBjxI7iqKQkJBAZGSkmgwqmBh60HAiU1NTOnfuTO/evXFzc+P27dvcuXOHhIQE1q9fz4kTJ9R169Wrx88///zYUzVnZWWxf/9+Nm7cyJYtW7h169YD1zUxMWHRokX07dv3sfZREp09e5ZBgwapw3og//k1btxYTfY0atQIMzOzZ3iUZZucd4R4fJL8eXyS/BGijJKGhBBFI7Hz+DIyMlizZg3Lli3j0qVLJCQkFJoJxsjICFdXV1xdXXFzc1NvuuKx58+fJywsjOzsbKysrPSma/b29sbb25uqVatibW3NgQMHWLduHZs2beLOnTsAWFpa4ufnh5+fH1lZWWqiJz4+/rGei7m5OeXKldO7WVhY4OTkpJfg0SV53NzcHpisUhSFq1ev8ueff/LXX3/x559/EhwcTG5urt56xsbGODg4FOrZY2xsrPcFvHHjxiX6C/iTiJ2UlBS9pNDNmzdp0KABL774YqHhYAX9/fff/PTTT6xatYq0tDRMTEyYPn0677///kOTjhkZGezatYuNGzeybds2UlJS1PscHBx48cUXeemllzA1NSU6Opro6GiOHj3KwYMHAfjkk0+YNGnSU/uCERsby9q1a9mwYQM5OTnUrVuXevXqUbduXWrXrv1Yw3Hy8vL47rvvmDx5MtnZ2Tg6OjJkyBBat25NQECATHf9FMl5R4jHVxqTPxkZGRw6dIhOnToBMHXqVL1h2QYGBnzyySfFdq6X5I8QZZQ0JIQompIYO4qicP36dS5evMilS5e4dOkS0dHRuLi4FKqb8rRqMSiKwpUrV/jpp59YunRpoV4SxsbGuLi4kJOTQ1xcXKFkUFEZGxvr1ZNxcHAgPT2d9PT0Bz7G09OTmjVrUrNmTXx8fPDw8MDS0lJN9FhYWFCuXDnMzc2LvV5Jeno6Z86c4c8//1STQrreQUZGRvj7+6vJniZNmpSq2holIXbi4+N5++232bZtGwCtW7fmxx9/xMPDQ/3fpqamsn37djZu3MjOnTv1hsq5urrSo0cPevbsSfPmzTEyKjw3ilar5ZNPPuHrr78G4LXXXuOnn35Cq9WSlJREUlIS9vb2D5zpSFEUbt++/cjTX9+6dYvt27ezZs0a9u7di1arve96BgYGeHt7qwkhHx8fKlSogJubG/b29hgYGJCYmKh+hixbtowjR44A0K1bNxYuXIiTk9MjHZN4skpC7AhR2pTG5M+SJUvYvXs3q1evBqBSpUrUqFFDTfZcunSJUaNGMXz48GLZvyR/hCijpCEhRNE86dhJT0/n4MGDZGRk4OzsjJOTE87Ozo/UKMnJyWHDhg18//33nDx58pH25+rqet8iulWqVHnkL5v3O45169axbt06YmJiiI+PJz4+Xu9qlYeHB++88w7t2rWjQoUK6pdNyB/OpSuIfO8tNzcXHx8fatWqRa1atXB1deXy5ctERETo3S5duqTWIXF0dOTll1/mlVdeoXnz5iiKQmhoKGfOnOHvv//GzMxM3Wb16tXVWTVKIl0S7caNG9SrV69EH+u/KSnnHUVRWLx4MWPHjtVLCpqZmVGuXDlSU1P13rvu7u707NmTnj17EhAQ8MgJwKVLlzJixAhyc3MxNDTUm+bcwMCA119/nf/9739UrVoVyE8abdiwgc8++4xz587Rs2dPpk2bRvXq1QttOzw8nG3btrF161aOHTuml/Bp3Lgxffr0wdHRkeDgYPV2b1HmgoyNjSlXrhzJycl6yy0sLPjmm28YNGhQifuS9DwpKbEjRGlSGpM/nTt3ZtSoUXTu3BnIT/4cOXJEndFwzZo1LF68mN27dxfL/iX5I0QZJQ0JIYrmv8aOoigkJSWxY8cONm3axO7du+9bU8bMzAwnJyf1VjAx5OTkRHR0NPPnz1frvhgZGVGlShV1CFSlSpWIi4vTq5eiGwL1ILa2tno9hQICAujatesDG0dpaWksXbqUOXPmcPXq1fuu06ZNG0aMGEHXrl2L/bMmPT2dmzdv4unped8eGeLZKmnnnUuXLjFs2DACAwML3Ve1alV69uzJyy+/jJ+fX5G/IBw8eJDXX39dLfxtaGhI+fLlSUxMVP9+4403aNasGd988w2hoaF6jzc0NGTw4MFMnDiRqKgotm7dytatW4mIiNBbz9fXlx49etC3b181mXSv2NhYNREUFBTEpUuX1GRtQe7u7nh7e1OzZk1GjBhBlSpVivTcxZNT0mJHiNKgNCZ/atSowe7du3F3dwfyz0X79+9X/46IiKBt27ZER0cXy/4l+SNEGSUNCSGK5kGxk5GRQVxcHPHx8cTGxhIXF0dsbKze37rf7x2C5OHhgZubG/Hx8cTFxf3rbEcFOTk58c477zBs2LB/HZKRlJSkJoMK1k3R1U65nzZt2vD999/r9T5ITExk/vz5LFiwQB3O5ejoyLvvvoufnx9OTk44Ojri5OQkdUGEqqSedwrO4paeno6xsTFVqlR5Yl8KMjMziY2Nxd7eHktLSzQaDadPn2bq1Kns3LlTb10bGxvee+89OnbsyJdffqkOT7uXsbExrVq1omvXrnTt2lW9KlwU2dnZxMbGkpqaiqenZ6kaSvi8KKmxI0RJ9qSSP9988w1bt27l0qVLmJmZ0ahRI6ZMmYK3t/dDH7dgwQKWLFnC9evXsbOz46WXXmLSpEkPrdfj6urK4cOHH7jtixcv0rJly4f25Pwv5LKZEEIIQf4XxJCQEE6dOsWJEyfIzs5WkzVxcXGFhkv8Gx8fH1566SV69OhBvXr19Bog6enparIoLi6OhIQEvb/j4+PRaDS88cYbvPbaa49c+M/Ozg47Ozv8/f3v+/wuX76sJoXCw8NZsWIFBw4coEGDBowbN47XX3+dhQsXsmTJErW3kpeXFx988AEDBgyQRI8olXSFu4uLmZlZoeRMgwYN2Lx5M3/++SfTp0/n8uXL9OvXjxEjRmBrawvAxo0bOXLkCB9//DF//fUX9vb2dOrUiW7dutGhQ4eHFrh+HLpp6oUQQhR27NgxhgwZQv369cnNzWX69Om8/PLL/Pnnn1hYWNz3MevWrWPq1KnMnTuXxo0bExERwYgRI9BoNMycOfOB+3JzcyM0NPSByZ/z58/j5ub2RJ7X/ZSKnj+GhoZERkZStWpVyYYL8Yjy8vKIiIiQuBElnlarJSsri6ysLDIzM7G0tHyidU9u375Nbm4uVlZWmJqaotFouHv3rjo04u+//yYoKIiwsLAHFlLVMTU1VYdmubi44OzsrDdcS7fcycnpgQ2GkuTy5cuMHj36vmPL69evz5gxY+jZs6d8hohHIuedolEUhZiYGJydneV1e05J7Ajx+B4UN4qiqHXdCl54MzU1xdTU9F+3m5iYiLe3N1u3bqVZs2b3XWfcuHFcvHiRTZs2qcv+97//cerUqUI9PguaOHEihw4d4sCBA4Uu7GVkZNC2bVtatWrFrFmz/vU4i6JUJH+uXr36xGYJEUI8XxRF4c6dO9jY2BT7LD5lje7kmZGRQXp6uvozMzNT7++CP3W3gsuzs7PJzs4mJyeHrKws9Xfd8nunvTY0NKRWrVoEBATQpEkTfH19MTY2fuTjjoiI4PTp04SEhBAcHMy1a9fU+4yMjDA3Nyc1NfW+5xV7e3tq1qxJ1apVcXR0xMHBATs7OxwcHLC3t8fKyqrEjR//rxRFYc+ePcyePZuEhAQCAgIYNGgQjRs3LnPPVQghhBBlm0ajwcPDA19fX71h9hMmTGDixIn/+vioqCgaNGhAYGAgPj4+911n3bp1jB07lg0bNtCgQQOuXLnCa6+9Ru/evfnwww8fuO34+HhatmyJsbExQ4cOVWu4Xbp0iZ9++om8vDwOHTpUbDMvlorkj/T8EeLxleSrSOnp6SQkJJCYmMitW7fw9PTE29v7iX3R1Gq1nDx5ks2bN7N582YiIiLw9PRk0KBB9O/f/4HT75ZWiqKQnp5Oamqq+jMtLe2RbgUfc7/HFpy95lmxsrKiVatWtGvXjnbt2lG1atX7vleuXLnC+PHj2bJlyyNt183NDT8/P+rVq0f9+vWpV68erq6uaLXaEhs7xSk9PZ34+Pj/VFtEPN9K8nlHiJJMYkeIx1ccPX+0Wi19+vQhOTn5oT14AH788Uc+/fRTFEUhNzeXN998k2+++eZfj/vq1at8+OGHHDhwQL0QqdFoaNOmDV999VWxtsNKRfJHCj4L8fjuLYKWlZVFbGwsFSpUeKKz5CiKQmpqqprM0f2Mj4/X+7vgz3uL4UL+7CPt27enffv2uLm56dU/sbCwoGXLltSvX/+Bx56Tk8OhQ4fYtGkTW7ZseWBxWwMDAzp37szgwYPp1KlTiZsxKCsri/Xr1/Pjjz9y4cIFNBoNGo0GAwODQr8riqImaYqbmZkZFhYWWFpaUq5cOSwtLbGwsNC73Xuf7m9zc3P1hHu/m5mZmfq7sbEx165dY9++fezdu5f9+/erBYd13N3dadeuHe3bt6dt27aUK1eO2bNn89VXX5GZmYmhoSFt2rShcePGBAQE0LBhQ2xsbEhNTSU1NZW7d+9Svnx5nJ2d7/tcpfCmEEUjsSNE0UjsCPH4imO2rzFjxrB371527Njx0IvFR48eZfDgwXzyySc0aNCAy5cvM3HiRAYOHMi4ceMeaV+3b98mKioKyK+vWL58+cc61qKQ5I8QZZCiKOzbt48lS5aQmJhIVFQU165dQ1EUrK2tad68Oa1bt6ZVq1bUrVv3vsOhLly4wMqVK9FoNPTt25eaNWvqbf/QoUN899137N+/n8zMzMc+RlNTUxwdHbGxseHSpUtqhv5hrK2tadGiBfXr1wfyP/Tz8vK4du0aO3bs0Jvm2srKis6dO/Piiy/SqlUrdu/ezdKlSzl69Ki6jpubGwMGDODNN9+kcuXKj3Tc8fHxzJw5kwMHDuDo6IibmxsVKlSgUqVKNGrUiHr16v3rECWtVsvRo0dJSkrCzMwMc3NzTExM2LFjB4sXLyYhIeGRjuV+dEkXCwuL+yZp7vf3/RI29/79rJJkWq2WoKAg9u7dy969ezl27Jjee0Wj0WBjY6P+71u3bs23335LrVq1irxPaYQLUTQSO0IUjcSOEI/vSSd/xo0bx/bt29m+fTseHh4PXbdz5874+/szffp0ddmaNWv44IMPuH79+iOVmkhOTtZL/tjY2DzysRaVJH+EKIUSExMJCwvj7t27VK5cGS8vL0xMTMjKymLNmjXMmTOHkJCQQo8zNDQsNIzHzs6OFi1a0Lp1a5o3b05wcDCLFy/m+PHjeus1btyYQYMGYWZmxpw5cwgKCtK739zcXK2R4ujoqN50f9/7s2DtlPT0dI4cOcLevXvZt28f6enp6lTSzs7OxMXFcfjw4X+dbcnJyYnu3bvz0ksv0aZNm/t27QwLC2Pp0qUsX76cxMREdXmfPn1YuHDhA2czysrKYu7cucyaNYuUlJQHHkO5cuVo1KgRTZs2pVmzZjRu3FidsSU9PZ0VK1YwZ84cLl68+MBtVKhQgWHDhvHSSy9hZGSEVqtFURT1pvtbo9HoJXTMzc3LfF2jtLQ0jh49yr59+9izZw/nz58HoFKlSnzxxRf06tXrPw8flEa4EEUjsSNE0UjsCPH4nlTyR1EUxo8fz7Zt29iyZQtVqlT518foLqJPnTpVXbZ+/XpGjRrFtWvXHhrH0dHRjB07lv379+sN+2rXrh2zZ88u1tkZJfkjRAml1WqJjo4mLCyM8PBwwsLC1Nu9w2AMDAxwd3dXa3ZAfhKia9eudOrUiapVq1KlShXs7e05e/YsBw8e5ODBgxw5ckSvEFpBhoaGdO7cGY1Gw/bt2wsljczNzRk4cCBDhw7Fy8ur2Gc2ysvLIygoiAMHDhAZGYmRkRGGhoYYGhpiaWlJx44dCQgIeOTPiKysLDZv3sySJUvYt28fAE2bNmXDhg3Y2dmp6ymKwoYNG/j444+5fPkykD8L0oQJE8jJyeHmzZvcuHGDiIgIjh8/zu3bt/X2Y2BgQJ06dfD19WXHjh3q/87a2ppatWqRkZFBZmYmmZmZeHl5MWzYMF588cUSNxytpIqJieHixYv4+/s/sfegNMKFKBqJHSGKRmJHiMf3pJI/H374IevXr2flypVqAWbIb6vrLgq/8847uLq6MnnyZABmzZrF/Pnz+fbbb/H39ycqKooPP/yQevXqsWTJkgfu6/r167Rr1w4jIyMGDx5M9erVgfyL00uWLCEvL499+/YVW31SSf4I8YxlZWURERGhl9wJDw/n4sWL962No+Ph4YG1tTVRUVF6NV/c3NwYMWIEb775JvHx8Q+Nm9zcXM6cOcOBAwc4dOgQx44dw83NjUGDBvHGG2/g6uoKQGxsLCtXruS3334jLS2NN998k6FDh2Jvb/9kX4xn5PDhw/Tq1Yvk5GRq1KjB1q1bcXd35/Tp04wdO5bAwEAg/7WdNm0a/fv3v28PG61WS1hYGMeOHSMwMJBjx46pCSMdT09PRo4cyaBBg7Cysnoqz088HmmEC1E0EjtCFI3EjhCP70klfx5Ua2fevHn07dsXgG7duuHu7s78+fOB/O9QX3/9NWvWrCEmJgZ7e3s6derEp59++tDhWyNHjiQqKorff//9vlO9v/LKK1SpUoXvv//+X4+7KCT5I8QTpigKu3fvZuvWrWRlZZGbm6vWpil4y87OJjIyksuXLz9wRiVjY2O8vb2pXr06NWrUUG/Vq1enXLly6v7i4uKIiIggIyODVq1aYWJiUqSGhG4o0fPo3LlzdO/enRs3buDm5kaLFi1Ys2YNkN/LacyYMYwdO/axe5fcuHGDwMBAgoODadCgAS+99JJ8jpVw0ggXomgkdoQoGokdIR5fcRR8Lm4+Pj4sXryYJk2a3Pf+wMBAhgwZQmhoaLHsX8YVCPEEHTlyhEmTJqk9RR6VlZVVoeROjRo18PLy+tfhPxqNBhcXF1xcXP7Loavbel75+vpy+PBhunfvzoULF9TET9++fZkxYwYVK1Ys0nYrVKhA79696d2795M8XCGEEEIIIUQpcuvWrYfW9PH09CxUQuJJkuSPEE/AqVOnmDx5Mnv27AHyp8UeNGgQFStWVOvS3HszMjLC3d2d6tWr4+bm9lwnXkqKSpUqceDAAYYNG0ZGRgZTpkzB39//WR+WEEIIIYQQopRzdnYmPDz8gTV9QkNDcXJyKrb9S/JHiP/g3LlzTJkyhc2bNwOoxbs++ugj3NzcnvHRiaIoX74869ate9aHIYQQQgghhChDunbtyqeffkqdOnVwcHDQuy8hIYEpU6bQtWvXYtu/JH9EiaAoCunp6aSlpZGZmUnFihWf6pTVCQkJJCYmqvV4tFptoRo9BWv35ObmsnbtWlavXo2iKBgYGNCvXz/+97//Ubly5ad23EIIIYQQQgghSr4JEyawZ88e/Pz8ePXVV6lWrRqKohAeHs7vv/+Ok5MT48ePL7b9S/JHPBWJiYkcOXKEo0ePcubMGZKTk0lPTyc1NZW0tDTS09MpWHu8Ro0azJ07l1atWhXrcaWlpfHpp58yb948ilr7/OWXX2by5MnUrFnzCR+dEEIIIYQQQoiywNbWlr179zJt2jQ2bNhAcnIyADY2NvTq1YtJkyY9cPaxJ0GSP0+ILnEgdVvyxcbGcuTIEY4cOcLhw4e5cOHCIz/W0NCQsLAwOnToQN++fZk1a9Z9ixkrikJISAgbN24kMTGRFi1a0LZt20Jd6B7kyJEjDBs2jMjISCB/uI+RkdEDa/Tce/P09GT8+PHUr1//kZ+bEEIIIYQQQojnk62tLd988w1ff/01iYmJADg4OKDRaEhISODrr7/mww8/LJZ9S/Ln/+Xl5ZGSkkJycjJ37twhOTlZ7/c7d+6QkpLCnTt39H4vuJ6xsTEeHh54eXnh6elJ5cqV8fT0xNPTEy8vL6ytrR/pWLRaLTt37uS3336je/fu9OnTp5if/X93/fp1Dh8+rCZ7Ll26VGgdHx8fWrZsSUBAAE5OTlhaWlKuXDksLS2xsLDA0tISc3NzUlJSmDRpEj/++CMrV65k27ZtvP766zg5OeHg4ICdnR3nz5/n999/19vPjz/+iEajoV69erRr144OHTrQtGlTTE1N1XXy8vI4f/48S5YsYf78+UB+kd8FCxbQsWPH4n+hhBBCCCGEEEI81zQaDY6OjnrLYmNj+eyzzyT5U1SKonD79m1u3LhBTEwMN2/eVH+/ceMGN2/eJCYmhri4uCIP+9HJy8sjPDyc8PDw+95vZ2enJoQqV66s3jw9PXF3d0dRFFatWsW3335LaGgoAOvXryczM5M333zzX5/njBkzOH/+PIMHD6Z9+/bF1gtJURSuXLmi9uw5cuQIUVFReutoNBrq1KlDixYtaNGiBc2bNy/05n4QW1tbvv/+ewYOHMiIESM4c+YMP/74433XNTU1pWPHjnh6enLgwAHOnTvH33//zd9//81XX32Fubk5LVq0oG7duoSEhHD8+HG1ex3AW2+9xRdffIGNjU3RXxAhhBBCCCGEEKIEKxPJn4sXLxIUFKQmcnRJHd0tMzPzkbdlZmaGra0tNjY26k/d79bW1tja2hZarvs9IyODK1eucOXKFS5fvszly5fV32/dukVSUhJJSUmcPn260H4NDAwwNzcnLS0NACsrKxo2bMj+/ft55513MDQ0ZMCAAfc9Zq1Wy/vvv68mSDZs2EDNmjUZNWoUffv2xdzcvAivamG6TOS2bdu4du2a3n2GhobUr19fTfY0a9bsP49XbNCgAYGBgaxbt44LFy5w69YtEhMTSUxMxMHBgR49etC1a1e9HlUxMTHs27dPvcXGxrJ79252796trmNpaUlAQAAffPABHTp0+E/HKIQQQgghhBBClHSlOvlz/PhxvvjiC7Zv3/6v69rZ2eHm5kaFChVwdXXV+133s3z58npDhIqiatWq911+9+7dQgmhgj8zMjJIS0ujQoUKvPfeewwZMgRra2s++OAD5s+fz9ChQzEwMKB///562y2Y+NFoNPTq1YudO3cSGhrKu+++y6effsrQoUN55513cHV1/dfjT09Px9jYGGNjY3VZTk4O8+bNY/r06dy9exfIn9Lc39+fFi1a0LJlS5o2bYqVldV/eOXuz9DQkNdff/2R13d1daV///70798fRVE4f/48+/bt48KFC9SuXZtmzZpRu3ZtjIxK9VtfCCGEEEIIIYR4ZKXiG3BISAhhYWHExsaSlZVFUlISixcv5ujRo0D+EKOAgAAqVaqEm5vbfW9mZmbP9DlYWVlRp04d6tSpU+g+RVGIi4sjLi6OmjVrYmJiot737bffkpeXx48//siQIUO4cuUKHTp0oF69ehgbGzNq1CgWLVqERqPh559/5o033uDOnTssXbqUefPmER0dzeeff85XX31F7969GTVq1H0LFOfm5jJt2jRmz56NsbExdevWpWHDhnh7e7NgwQLCwsIA8Pf3Z9KkSbRo0QILC4vie8GeAI1Gg6+vL76+vs/6UIQQQgghhBBCPMc++eSTh96vKwBdXDTKfy10U4wURSElJYVKlSqpPU4KMjY2pn///nz44YdUq1btGRzh06HVahkxYgSLFy9Wl+mKS0dEROglfgrKzc1l06ZNfP/99xw/flxd3qVLF6ZMmUK9evWA/KFSAwYM4NChQw88BkdHR2bMmMHAgQMxMDB4sk9QFAtdDarq1atjaGj4rA9HiFJDYkeIopHYEaJoJHaEeHwPihtFUcjIyMDa2rrEzcTdvXv3R1pvy5YtxbL/UtHzx9nZGRsbG6ytrTEzM8PMzIyAgABGjhxJhQoVnvXhFTsDAwPmzZtHnTp12LVrFydPniQhIUFN/CxevLjQcDDIH5rVq1cvevXqxcmTJ5kzZw7r169n+/btbN++nV69etG9e3cmTJhAXFwclpaWzJ8/Hz8/P06dOsWpU6c4d+4c9evX56OPPsLW1vbpP3khhBBCCCGEEKKUK66kzqMqFT1/TExMuHjxomTD/59utq2TJ09SoUIFmjVr9siPDQ8PZ9q0aaxbt05vea1atVi9ejXVq1d/0ocrnhG5iiRE0UjsCFE0EjtCFI3EjhCPrzT2/HnWSkXPH6FPo9Go08Q/rurVq7NixQomTJjAlClT2LZtGwMGDGDOnDmUK1euGI5WCCGEEEIIIYR4vn355ZePtN748eOLZf+S/HlO1alThw0bNpCZmfnMi2ELIYQQQgghhBBl2axZs3B1dcXBwYEHDcDSaDSS/BHFQxI/QgghhBBCCCFE8Wrfvj1HjhyhXr169OvXj06dOj3VyZRk2iYhhBBCCCGEEEKIYrR27VrOnDlDgwYNmDx5Mj4+PkyePJlLly49lf1L8kcIIYQQQgghhBCimLm6ujJmzBhOnjzJ4sWLSUxMpF27drzwwgtkZGQU675l2JcQQgghhBBCCCHEU+Tn58e1a9cIDw8nJCSEnJwczM3Ni21/0vNHCCGEEEIIIYQQ4ik4ceIE77//PtWrV2fRokW8/vrrhIaGYm1tXaz7lZ4/QgghhBBCCCGEEMVozpw5rFq1ilu3bvHqq6+yfft2fH19n9r+JfkjhBBCCCGEEEIIUYymTp1KxYoV6dGjBxqNhlWrVt13vZkzZxbL/iX5I4QQQgghhBBCiOfON998w9atW7l06RJmZmY0atSIKVOm4O3t/dDHJScnM336dLZu3crt27epVKkSn332GR07dnzgY5o2bYpGoyEsLOyB62g0miI/l38jyR8hhBBCCCGEEEI8d44dO8aQIUOoX78+ubm5TJ8+nZdffpk///wTCwuL+z4mOzubnj174uDgwC+//IKbmxvXrl3715o9W7duLY6n8Mgk+SOEEEIIIYQQQojnzvr16/X+nj9/Pt7e3gQFBdGsWbP7Pua3337j9u3b7Nq1C2NjYwDc3d2L/Vj/q1KR/MnLy9P7KYT4dxI3QhSNxI4QRSOxI0TRSOwI8fgeFDeKogCQkpKiN4TK1NQUU1PTf91uSkoKAOXLl3/gOjt27KBhw4aMGzeO7du3Y29vzyuvvMLo0aMxNDR84OPeeOON+y63tramSpUqDBgwAAcHh389xqLSKLpXpwRSFIWUlBSuXr1KCT5MIYQQQgghhBBCPGMajQYPDw98fX1JTU1Vl0+YMIGJEyc+9LFarZY+ffqQnJzMzp07H7heo0aNiI6O5tVXX2Xw4MFERUUxduxY3n77bSZMmPDAx40YMeK+y5OTkzl37hzJycls27YNHx+ff3mWRVMqkj+GhoZERkZStWrVh2bShBD/yMvLIyIiQuJGiMcksSNE0UjsCFE0EjtCPL4HxY2iKGRnZwM8ds+fMWPGsHfvXnbs2EGFChUeuJ6/vz+ZmZkEBwer+543bx5z5859aDHnh9Fqtbz//vskJCSwevXqIm3j35SKYV+6F9TQ0FA+EIV4TBI3QhSNxI4QRSOxI0TRSOwI8fjujRtd3xZra+vHmjlr3Lhx7Nq1i+3btz808QPg7OyMsbGx3n6rVatGXFwc2dnZmJiYPOazAAMDA4YNG0bv3r0f+7GPvI9i27IQQgghhBBCCCFECaUoCuPGjWPbtm1s3rwZDw+Pf31M48aNiYqKQqvVqssiIyNxcXEpUuJHx8LCgvT09CI//t9I8kcIIYQQQgghhBDPnbFjx7J27Vp++uknLC0tiYuLIy4ujoyMDHWdd955h6lTp6p/v/XWW9y5c4eJEycSERHBrl27+Oabbxg8ePB/OpYDBw5QtWrV/7SNhykVw76EEEIIIYQQQgghnqQlS5YA0K1bN73l8+bNo2/fvgBcv34dA4N/+s1UrFiR9evX88knn9C8eXNcXV15++23GT169EP3tX379vsuT0lJITg4mOXLlzNnzpz/8GweTpI/QgghhBBCCCGEeO7cvn37X9fZunVroWWNGjViz549j7Wv/v3733e5paUl3t7ezJkzh169ej3WNh+HJH+EEEIIIYQQQgghilFSUtIz3b/U/BFCCCGEEEIIIYQoRocPHyYgIICUlJRC9yUnJ9OkSROOHTtWbPuX5I8QQgghhBBCCCFEMVqwYAEDBgzA2tq60H02NjYMGjSI+fPnF9v+JfkjhBBCCCGEEEIIUYzOnTtHu3btHnh/mzZtCAoKKrb9S/JHCCGEEEIIIYQQohglJCRgbGz8wPuNjIy4detWse1fkj9CCCGEEEIIIYQQxcjV1ZXQ0NAH3n/+/HmcnZ2Lbf+S/BFCCCGEEEIIIYQoRh06dGDmzJlkZmYWui8jI4PPP/+cF154odj2L1O9CyGEEEIIIYQQQhSjsWPHsnXrVvz9/Rk6dCje3t4AXLx4kZ9//hmtVsuHH35YbPuX5I8QQgghhBBCCCFEMXJycmLnzp18+OGHTJs2DUVRANBoNLRt25avvvoKJyenYtu/JH+EEEIIIYQQQgghipm7uzvr1q3jzp07REVFoSgKVapUwdbWttj3LckfIYQQQgghhBBCiKfE1tYWPz+/p7pPKfgshBBCCCGEEEIIUYZJ8kcIIYQQQgghhBCiDJPkjxBCCCGEEEIIIUQZJskfIYQQQgghhBBCiDJMkj9CCCGEEEIIIYQQZZgkf4QQQgghhBBCCCHKMEn+CCGEEEIIIYQQQpRhkvwRQgghhBBCCCGEKMMk+SOEEEIIIYQQQghRhknyRwghhBBCCCGEEKIMk+SPEEIIIYQQQgghRBkmyR8hhBBCCCGEEEKIMkySP0IIIYQQQgghhBBlmCR/hBBCCCGEEEIIIcowo2d9AA+jKIr6U6PRoCiKukwI8XASN0IUjcSOEEUjsSNE0UjsCPH4HhQ39+YQxD80Sgn+hNFqtdy9e/dZH4YQQgghhBBCCCFKCSsrKwwMZKBTQSU++QNw9+5dfH19OXfuHNbW1s/4qIQoHVJSUiRuhCgCiR0hikZiR4iikdgR4vE9KG4Kpjck+aOvRA/70v2zNBoNqampaDQa6bolxCOSuBGiaCR2hCgaiR0hikZiR4jH96C4kRh6MEmFCSGEEEIIIYQQQpRhkvwRQgghhBBCCCGEKMNKRfLH1NSUCRMmYGpq+qwPRYhSQ+JGiKKR2BGiaCR2hCgaiR0hHp/EzeMr0QWfhRBCCCGEEEIIIcR/Uyp6/gghhBBCCCGEEEKIopHkjxBCCCGEEEIIIUQZJskfIYQQQgghhBBCiDJMkj9CCCGEEEIIIYQQZZgkf4QQQgghhBBCCCHKMEn+CCGEEEIIIYQQQpRhRs/6AEqCkJAQbGxscHd3f9aHIkSplJSUxPbt27l+/TrvvfcelpaWz/qQhCgVJHaEeHQhISEA1K5d+xkfiRBlx99//82GDRsoV64cb7/9NnZ2ds/6kIQokWJjYzl58iR2dnY0a9bsWR9OkWgURVGe9UE8C7du3WLZsmWsXLmSqKgoJkyYwIcffoiRkeTDhHhUeXl5bN++nblz5xIdHU18fDxHjx7Fx8fnWR+aECWaxI4QjyY1NZVffvmFFStWEB4eTt++ffn888+xsrJ61ocmRKmWkZHBypUrWbZsGbdu3SIjI4Ndu3bh7e39rA9NiBIjNzeXHTt2MG/ePM6fP4+3tzfp6elUqVKFX3/9FUNDw2d9iI/luRj2lZKSQnJyst6yuLg4oqOjGT16NG3btuX06dOkpaU9oyMUouQ7deoUmzZt4tatW+oyQ0NDMjIy6NSpE+vXr8fJyYkTJ048w6MUouSR2BHi0SQnJxMXF6e3LDU1lejoaAYOHEjv3r25efMm8fHxADyn1y+FeCxxcXGsWrWK5cuXc/PmTXW5gYEB1tbWvPPOO2zevJmUlBQiIiKe4ZEK8exFR0eTl5en/q0oCkuWLKFp06YEBgaye/duPv74Y44ePcrq1auf4ZEWTZnt+XPp0iV+++03tmzZQlZWFnXr1qVbt2707dsXgDt37hAfH0+1atXYtGkTo0ePZs+ePVStWvUZH7kQz5aiKGg0GgCuX7/OokWLWLt2LYaGhjg6OpKRkcHUqVPp1KkTAHfv3lWvwL7xxhsALF++/NkcvBDPkMSOEI/vypUr/Pbbb2zYsIHU1FR8fHxo164dgwcPply5cqSlpREfH0/lypXZv38/H3zwAd9++y1t27Z91ocuRIlT8DwUHBzMV199xbFjx6hUqRKWlpZERETwyy+/EBAQAOT3atCNeqhfvz4vvvgi//vf/zA2Nn5mz0GIpykzM5Pdu3ezbNkygoKCcHR0pHbt2rz//vv4+voCsGPHDho0aICTk5P6uFdffRUXFxfmzp2LVqvFwKB09KkpHUf5CArmsG7cuMHcuXO5ePEiH3/8MStXrsTR0ZHp06ezc+dOAGxtbalWrRoAbdq0ITk5mYsXLz6TYxeiJLhz5w5RUVFqowFg7969REREMHv2bM6ePcuqVauoXr06X3/9NVeuXAHQ63rfrl07Tpw4UainnRBlmcSOEI+u4BXVpKQkFi9eTFBQEBMnTmTbtm34+fnx448/smLFCgDKlStH5cqVAWjUqBF5eXlcunTpmRy7ECVVcHAwISEheuehHTt2YG9vz++//87BgwdZtmwZ1apVY+HChWoPICMjI3JycoD870OBgYHcvXv3mTwHIZ6G7Oxsvb/37t3L0qVL8fHx4Y8//uCzzz7j/PnzTJo0iZiYGAA6d+6sl/hJTk4mPj5erRdcWhI/UIqTPzk5Oaxdu5YuXbrQsWNHvv/+exISEoD8RFCFChWYPHkyr7zyCnXr1mXOnDk4ODhw7tw5vURRXl4e1tbWeHp68ueff6ofgEI8L/bv30+TJk2oVasWb731FjNmzFC73esy3127dgXA1dWVcePGPbBbcKtWrUhMTJSGuXguSOwI8e/y8vLYtGkTnTt3pmnTpsyYMUONg9zcXFxdXfnkk0/o3bs33t7eTJo0CX9/f0JCQtBqteqX2by8PCwtLalSpQohISHcvn37WT4tIUqE+fPnU7lyZV577TUGDx7MrFmz1GGRbdq0Yfz48dSrV4/s7Gzs7e3p1q0b169f16tTovv9xRdf5MKFC3pDw4QoC6Kjoxk3bhwNGjTgzTffZPPmzWRmZgL5iZuuXbsyYcIEateuTdu2bZk7dy5BQUF655mC+YPDhw8TFxfHW2+99dSfy39VapM/hw4dYtasWTRp0oRXXnmFhQsXMnz4cAAqVqzIhAkTqFGjBgBarRbIr/1jZ2eHRqNR/4G6n+3atSMwMJCUlJRn8GyEeLp07/uYmBjmzJlD48aNOXXqFH379mXDhg3MnDkTgAYNGtC4cWMMDAzUxkFYWJg6jOVenp6eVKpUicOHDz+9JyPEUySxI8Tj+fvvv5k5cyYBAQGMHDmSnTt3MmDAAFJTU3FycmL48OHUr18f+Ke9dvXqVdzc3O57NbV58+aEhoaqX1DLaPUCIfTovqgWdPr0aZYvX87EiRMJCQmhf//+rFmzhoULFwLQuHFj3NzcANRhXLGxseTk5ODs7KxuRxdnLVu2JDs7mwsXLhT30xHiqcnKyuK7774jODiYjz76CBcXF8aNG8e8efOA/F49Q4YM0ZttNScnh4yMDFxdXdVlGo2GvLw88vLy+Pbbbxk2bBj29vbqeavUUEqw/fv3K7NmzVJWrlyp3L17V+++gIAAZcyYMYpWq1UURVFOnDihVKpUSVmxYoW6Tl5enpKbm6soiqLs3r1b8ff3V4KDg/W2o7v/yJEjiouLi3L27NnifEpCPFVxcXHKokWLlJdeeknp2bOnMm/ePOXmzZvq/QcOHFDs7e2VxMREddnatWsVBwcH5caNG4qi5MdRQa1bt1Y+++yzB+5z1KhRSteuXdW/7328EKWBxI4Qj+7AgQPK9OnTlQULFihxcXF69/Xq1Uvp06ePkpGRoSiKoty8eVPx8vJSZs+erWRnZyuKkt8W073fg4ODlQYNGij79u3T247u/tOnTys+Pj7K1q1bi/tpCfFMnTp1Shk9erTSsGFDpUuXLsr333+vXL16Vb3/iy++UBo0aKD3mAULFihVqlRRYmNjFUVR1O9JiqIoMTExStWqVZVt27YV2pfu+1CrVq2UUaNGKTk5OYqiKOpPIUqyq1evKgsXLlSmTJmiHDp0SK/9dPr0aaV8+fLKiRMnFEVRlOzsbGXOnDlKxYoVlZSUFEVR8s8vWq1WjYM333xTGTp0qPq37nGKoig//PCD0rRp00LnutKiRPX8uXnzJnl5eSxbtowmTZrw3nvvERoaynfffUevXr2IiooC8seIJycn06xZMzQaDVqtloYNG9KtWzeWL1+u1kzQaDQYGhqi1WpZvXo1jRo1ok6dOnr71F2Rbd68ORqNRh0zu2PHDlJTU5/uCyDEf6QoCsHBwQQGBnL16lWGDh3K77//TuPGjenQoQPz5s1j9OjR6vqXLl3C09MTU1NTdVnHjh1xcnJi/fr1QP4VodzcXABWrVpFdna2Wpz2ftq3b8/Zs2dZsWIFEyZMYOXKlcXzZIV4giR2hHh00dHRAKxdu5ZWrVrx3nvvERUVxZo1a9T3sc7Vq1dp0aIFZmZmZGdn4+rqSv/+/dmyZQtXr14F8ttrut4HK1aswMvLq1BBZ939fn5+WFpacv78eYKDg1m3bp3UyhJlQkZGBps3byYwMJCTJ0/ywQcfkJaWxkcffUTXrl1ZvHgxEyZMAPLrluTm5mJmZgb80wOub9++JCcnExgYCKA32mHu3Lk0aNCA1q1bF9q3bnhl+/btOXDgADNnzmTAgAGsWbNGb/tClARZWVlcu3aNxMREhg8fTqdOnfj999+5ceMGQ4YM4aOPPlLXjYiIwMnJSe1hamxszGuvvYapqSnr1q0D8s8vWq0WQ0NDTp06xdmzZ+nXr5/e8EhjY2OuX7/Or7/+ysiRI3FyciInJ4egoKBCs1SWZCUm+bN69WpGjRpFREQEp06d4uWXX+bkyZP88ssvzJkzh7t37/LLL78A+V0WK1eurI4Z1xUP7NWrF2fPnlW7Aus+yPbu3cu+ffvUD8x7Xb16lR07dpCVlcWoUaNo1aoVP/30k960vEKUBllZWWpdkaioKLWw30cffcS7777LN998w7lz5/jrr7/U9Z2cnAgPDwfyu9zb2NjQqlUr9u/fry4zMjIiKSmJpUuX0rNnTypWrFho3/Hx8Xz22Wd88cUXpKam8vHHHxMSEoKHh4c0GkSJJ7EjxKMJDAykT58+REdHc/z4cVq1akVgYCBLlixh6dKluLm5sWDBAgASExOpWLGiGie693O3bt2IjY0lMjISQG92opUrV/Lxxx/fd9/R0dFs27aN2NhYZs2aRZs2bZg7d67UKBGlku77iy4ubty4wc8//0xcXBx3796lbdu2fPvtt/Ts2ZPhw4cza9Ys9uzZQ15eHiYmJhgZGWFubk5iYiIajYbc3Fysra2pWbMmx44dU7ev0WgICQlh586dDBw4kHLlyhU6ltDQUPr378+SJUu4fv0627Zto2LFijRt2lTdhhAlQXp6Om+//Tbr168nNDSUlJQUfvrpJ3bv3s3ChQsZP348W7ZsITg4GIBbt27h6enJuXPngPx4c3Z2pmXLlupEUPBPh5B58+bh6+tLq1at9IZ0KYrCnDlzSE1NJSUlhe7du6sXKsLCwp7iK/DfPNXkT0ZGhlqETEf3ol6/fh0nJycqV67MyJEjGTlypPrh5O/vT4MGDdRGgoODA3Z2durfunGsAQEBZGdnq5W5IX8q3QkTJjBx4kS1IreiKGRkZAD51bqnTp1Kv3796N27NytWrODKlSts2LABDw+PYnw1hCia4OBgpk6dSpMmTbh27Zq6XKvVYmZmxq1bt3Bzc6NNmzbMnj0bT09PNc7MzMyws7MjPT0dgGrVqpGWllaoyGzjxo0JCQkB/rnaunz5cjIyMhg7diyQ/4X177//VsehR0REEBwcTMeOHfnrr7+4evUq27dvp0WLFtJoECWCxI4QjyY1NZVt27YxePBgdu/eDaD2YouOjqZ69erY2toyevRoJk6ciI2NDZBfu6pJkybq7KnGxsZ4eXmpyR9dT7mGDRuSk5Ojttd0vRNGjx7NW2+9Rb169YD89lrBXthz5szhjTfeoHPnzqxYsYKrV69y+PBhatasWfwvihBFpEvuZGVlsXHjRgYMGECvXr3UCwU6Li4uXLx4kUaNGtG2bVumTJmChYWFen9KSgpVqlTh8uXL6vp5eXkEBQUB/3ynatq0KefOndPrtbBo0SIaNGhA586dyc3N5fTp0+zZs0e9/+7du5iZmfHNN98QExPDiRMn+Oyzz9SZ9oR42oKDg/nhhx8YOnSoev7RarWUK1eO0NBQatasSf369fniiy9o1qyZOt26v78/Tk5O6syqlSpVIisrS80b6OKxWbNmauzolm3atIn9+/czZ84cIL8dl5qaSm5uLhqNhi1bthATE8OqVato2LAhO3fuJCkpiVatWj3FV+a/KfbkT0xMDN988w1NmjShTp06DBs2jG+//VZNvug+qBwcHAgJCcHExIRq1aqp3Rh1AgMDadOmDQBOTk54enpy+fJltZuVVqvFxMQEJycnbty4oT5u6dKlVKxYkcaNG/PLL7/QvXt3/Pz82LRpE5A/1e6cOXNISkpiwYIFdO7cGWtra7RarVxxFSXGnTt3GDVqFI6OjnTv3p0zZ87wyiuvYGdnp65jYGBAeno6VatWVbvk697HuvdyREQEOTk5NG7cGMjvPm9lZcWZM2fUbUB+XJiamqpd6UNDQ5k3bx5NmjThf//7H/7+/tSoUYMffviBO3fuAPmNjTVr1jBp0iS8vb2B/KtaEkfiaSv4npPYEeLR/P3337z33nvUr18fDw8PRo8ezcaNG9Vkpq69ZmVlRUhICNbW1nh4eBTqRRAYGEiLFi0AsLGxoWbNmly/fl1tm+lmVbW3tycxMVF93MqVK9FoNLRp04YVK1bw0ksv4e3tzdKlS9V1ZsyYQVJSEgsXLqRz585YWVlJe02UeLok/ieffMLs2bOxs7NTz0OKoqj3GxsbY2ZmRmxsLPDPeUA3NfXevXupVasWVatWBaBu3bpYWlpy6NAhIH/adsifXbLg6IW9e/eyYsUKrKysePnll/H09KRz584cPXpUvQgREBDAzz//TI8ePTA1NUWr1Za+QraiVLtz5w6LFi2iS5cuuLm58dJLLzFp0iROnz6tzuitU6FCBa5evYqlpSUVKlQA/mn7Xbt2jYSEBPz8/ACoX78+xsbG6nBkXXvNzc2NzMxMkpOT0Wg0ai5g5MiRnD17lnHjxuHj48OgQYPU89e2bdtISkriwIEDTJo0iVq1agGUqlgxKo6NhoSEsGXLFvr27cvq1as5fvw4w4YNIyAggE2bNrFo0SJMTU0ZPny4+kFlZGSk9sy518qVK1EURZ0yF/Iby7rhXH379sXAwICzZ89iYmKiZrqvX7/OTz/9xI0bN+jQoQNVqlShY8eOTJs2TR33Z2BggJWVFYqiqBnDgmPPhXjasrKyANSTr4GBATk5ORw/fpwePXrw008/PfCxiYmJmJqa4uTkBPzzAWdoaEhmZibff/89I0aMUBvrDg4OtGzZklWrVnH58mX1Cs+mTZuoVauW+mG2f/9+EhMT2bZtG3Xq1GH8+PG88MIL6tVeHd2X5YL7FeJpycjIICEhQe9ckp2dLbEjxANcunSJzZs34+fnx86dO4mJiWHChAl06dKFW7du0bt3b6pXrw6AiYkJABYWFurv99q5cydXr17lhx9+UJc1btwYExMT1q1bx+jRozE2NiY6OlptbwHcvn2b5cuXExQUxKuvvkrlypXp1KkTkydPVhvwAObm5tJeEyVaTEyM3gxBOosWLeLYsWMsW7ZMTfLr6N7PoaGh1K5dW+1hqqtbamJiwtmzZwkMDFRnKAKoXr06TZs2ZfHixUycOBELCwsyMzPZuHGjOnOXiYkJ27Zto1y5coSEhNCyZUumTp1K7dq1Cx2j7suzxJV4GvLy8vTaOps2bWLr1q00adKEKVOm0KhRIz7++GMuXryIq6urGic3b97E0dFR7RWnS6DqtrVw4UK6du1KpUqVgPxEkb+/P4cOHeL27duUL18egOPHj1OjRg3S0tKwsbFh+/btnDhxghMnTmBlZUXz5s2ZNGkS3bp1U2cCq1KlCvBPskcXJ6UpXp5o8kf34sfExLBs2TImTpyImZkZEydOpEmTJgDUrFmTqKgogoKCyMrKUrsAh4eH4+XlRUZGBubm5uo2k5OT+fnnn3nrrbdwdXVVH9OyZUtatGjBtGnTsLKyonXr1mzcuJHy5cvzwgsvAPmN82HDhtGwYUMaNWr00H9MwTeNEE9bUlISGzduZPXq1URHRzN79mxefPFF9YPO3t6eNm3acO7cOXJzc/njjz/Iysqiffv2etN1urm5cfr06fvWt5o5cyYuLi5qwVndh+7AgQM5fPgwvXv3ZtSoUaSkpHDp0iU+/PBD9QPy1VdfpWfPnuqUoTparRaNRqM24Av+LsTTkJCQwOrVq1m5ciVxcXF4e3sTEBDAsGHDqFChAuXLl5fYEYL8qaJ1vap155bbt28zf/58wsLC1N7VOgkJCURGRuLj4wP808aLjIykXr16JCYm4uDgoK6fnZ3Nd999x+uvv061atXUL561a9emX79+zJs3D1NTU/r168fatWsxNjamV69eQH5CqX///kyePJnGjRtLe02UKsHBwaxatYr169dTvnx51q1bh6enp15Sf+fOnXTv3h03NzcmT55Mamoq7dq1o3Xr1nq956Kjo9WePfDPl8pp06bRpEkTWrdurcavmZkZ7777Lr///jtdunShd+/eXLx4kZycHN566y01STtx4kS+/fbbQset246OnINEcQsODmbNmjUcP34cLy8vunfvTseOHSlXrhz9+vVj4MCB6rrp6ekkJiYW6lVjZ2fH2bNnefPNNwH99+3atWuJi4tj4cKFQP5wZSMjI/r06cOBAwcYNmwYn376KQYGBhw9epQXXnhBbZ/Vq1eP7777jg4dOtw3gVtQaUr23Ouxkz85OTns2bOHo0eP4uDgoHYfBPS6Lbq7u5Odna03O4quwRwTE4Ovry+mpqbqPyU1NZXMzEzMzc3VLryGhobqldohQ4YA/4wXt7CwYNKkSWRlZTFjxgxGjBiBvb0906dPx97eHsiv0TBy5Eh1/7o3jzSyRUkQEhLCH3/8wdixYwkODmb16tVUrVoVrVbLuXPnePHFF/Uyys2bN+fnn3/G398fa2trTE1NmTRpEnPmzKFz585qY9jY2FgdTqI7sYeEhLBp0yZmzJihJld16zs7OzNv3jzWrl3L3LlzMTExYfDgwXTp0kU9Vl1vCLniKkqCiIgIfv/9dzp27MiZM2fYsWMHQ4YMoXXr1hw4cID58+eTkZHBl19+iZGRkcSOeG6FhoayaNEiDhw4QJUqVejevTuDBg1S33/29vaYm5uTmZmJsbGxXlLy9OnTVKhQgbS0NCC/DacrYJ6amqomfnRtu99++41bt26p7a6CvYOGDx9OVlYWv/32G7NmzcLS0pL//e9/avvRxMSE/v37q+tLe02UdIsXLyY9PZ2RI0eye/duLl++TKdOnQgPDyckJEStGWdoaEhsbCxWVlZERUUxfPhwcnNzcXZ2ZsyYMTRt2pQlS5YA4O7uzqVLl9ReBjrr1q3jwoULanFaXfwqioKNjQ1r1qxh48aNrF+/nkqVKvHll1+qSVtAvdBRmnsriNLp7t27/Pnnn1SuXJkLFy7w5Zdf4uXlxYABAwgLC2Ps2LGMGDGCDz74QG1b6S40mJmZER4eTtu2bdUkqqIomJmZkZKSohY015230tLSmDdvHq+99pra60c3wqh27dp89dVX/PDDD/Tp04dbt27RrVs3vRlYfX198fX1VY+hYJutTHmceeHXrVuntG7dWqlXr57y7rvvKp06dVI8PDyUU6dO6a03f/585b333lPi4+MVRVGUvLw8JS8vT1EURbl48aLSuHFj5Y8//lDvUxRF+frrr5X+/fvrLbtx44bi7++v7N27V1EURbl27ZqyZMkS5cqVK3r7CwoKKrRMR6vVKlqt9nGephBP3K1bt5SYmBhFURQlJydHURRF2b17t+Lp6akoSv57fdu2bUpCQoIybNgwpX///moc6ERGRiozZsxQjh8/rqSlpSk3b95Uhg8frrRs2VLZt2+foiiKEhISovTv31/ZsWOHoij/xNL48eOVt99+W9Fqtcr+/fuVsWPHKt26dVMURdGLD4kVUdLcvXtXjRnd+/mvv/5Sqlatqty5c0f59ddf1XOEzhdffKF06dJFuXv3rqIoihIRESGxI547d+7cUXr37q289dZbyh9//KEsXrxYcXV1VebMmaOkpKQoiqIomzdvVt544w0lMjJSfVxubq6iKIry/fffKwEBAUpsbKyiKP/ExNKlS5U2bdrorXvnzh2ldevWyqpVqxRFyW+vLV26VDl58qRebISFhSlXr1594DFLHImSTveeHzVqlDJgwABFURTlzJkzyoULF5Rz584pL774ojJ58mRFUf6JmdTUVKVnz55KpUqVlPfee0/JyMhQcnNzlT179ijly5dXjh49qm6nS5cuyvnz59V9paSkKD169FC+/vprJTExUVm4cKHSoUMHZciQIYqi/BMzEjuiJPrrr78UHx8fJSIiQpkzZ46yYMECJTMzU1GU/Pf3lClTlA4dOqjLdHTvZx8fH+XHH39U11eU/PNLnz59lI0bN+otnz9/vtKpUyclLy9PycjIUA4ePKh8/fXXetvLyMhQzp49W+g71r37Lcseq+fP+fPn6dixI++88w7ly5cnNTWV3r178+OPP7Jw4UL1Co1uxi1HR8dCXQrXrVtH+fLl1SujBgYG5OXlcfv2bby9vfVqHnz66adcu3aN9evXM2bMGGJjYzE3N6dGjRp6M3HVrVtX/V26MIqSRKvVMmfOHKZPn87777/P5MmT9epceXt7k5GRgZubm9rt0Nvbm7179xIeHk7NmjXV93TFihUZNWqUWuCyXLlyjBw5kgkTJrBv3z41M37z5k11TKqBgQHBwcH89NNPmJiYsGXLFgwNDWnSpAkvv/yyXqFByI+Xe68MCfG0nTlzhqVLl3Lw4EE8PT35+uuvqVatml5vBVNTUwwMDPSu2uhi5eLFi7i4uKixJrEjnkeLFi0iKiqKZcuWqb0AcnJy+OWXX/Dy8qJbt27cvn2b1NRUvS7uBa++ZmRk4OzsrHfVNTs7Gy8vL716DV988QXBwcHs3r2bzz//nJiYGKytrZk3b54aJ4qiqPWDoHB7DaTNJkqGK1eu8Mcff2BgYKBXnxT+qcNTqVIltXi5ro6ooii4urpy6dIldWSDoihYWFjg6enJwYMHGThwoDr8sn379vj5+bF161aaNWvGlStXsLGxUWuZGBoasmXLFg4dOsTRo0eZOXMm1apVo23btrz++usAekOHIb8nXpnsrSBKpNzcXA4ePMiZM2fo1q2bXo8zyG9/paWlUbFiRUaMGKGeM3Tnj+zsbBwcHMjMzFRH90D++/nChQtYWFgUei+npqaSlpamfm8yNDTkypUrzJgxA3d3d3r16sWxY8cwMzOjXr16jBgxQt22mZmZWu/q3uH3uv2WdY+V/Bk1ahSWlpYYGxuTk5ODpaUlzZs358CBAxgYGKgfdG5ubuoMDgVfxMjISBYsWMDq1avV6dmV/x/eFRoaSsuWLdX109LSiI+Px87ODiMjI6ZPn06nTp0eWGRQRxrdoiTRarWsW7eOGjVqcPv2bZKTk9VCr2FhYVSvXp20tDTMzc3JycnB2NiYWrVqsXv3boKCgvSmrzUxMVHf/7o4qVq1KhkZGWrDpHLlypw/f14d+gj59YReeeUVGjZsSJs2bfTGkt+PxJB4lq5du8a0adOwtrZm2rRpuLi4qEX5de/7sLAw/Pz8iI+Px8rKSm3sGhgYkJSUREREBH379sXMzAxFUTA1NVVP/BI74nkRHx+Pq6srPj4+6vnF09OT8PBw9uzZQ7du3XBzc+PixYtqIeWCbbbw8HCqVKmiPlZ3f3h4OBUqVNDrEn/t2jUcHR2xtrZ+YHvt3ka1xIsoadLT01m9ejVLlizhxo0bZGdn06dPHxwdHfXWMzAw4PLly1SvXl2NA913IG9vb3bv3k1YWBi+vr7k5uZibGxMs2bN2Lp1KydOnMDf35+8vDw0Gg2urq7q7F6Ojo4EBwfj4eGhxpubmxvvvvsunTt3pkmTJv9a70rqYYmnJTg4mJkzZ3Lp0iWuXr1KxYoVCyV/IiMj8ff358qVK2q8FEy4XLhwgRo1amBjY6O+53U/tVotiYmJ6oxauvd2xYoVOXXqlDpsWLcfOzs7XF1dad68OV9++WWhwur3el7PQY+V/NEVsFQURU3enDhxgjp16uRv7P8b0XFxcfj6+hYq3vzBBx/Qq1cvmjVrpi5LSUnBxsYGW1tb9cNPURTMzc1Zs2ZNoSlE5cqqKE1WrlxJ+/btMTQ05OTJk0RFRalXiHQ95BwcHNBqtWr81KpVCysrK4KDg+nTp899s9C6ZXv27OHUqVOMGTMGyJ9lol69ekRHR6tTWbdp06ZQIU+5MiRKqg8++ABnZ2d+/PHHQvfpGtfJycmkpqbqXfVR/n+Wkt9//52cnJxCV0V1JHbE86Jt27asXLmSzZs38+KLLwLw559/4u7uzp9//qn24qlcuTKpqalqnRHdl9nIyEh8fX3V9p6ufoluYg9jY2M1Jn/++We9q7a69UHaa6LkeVBvBV3CcuDAgTRo0IAuXboQFhaml/zRxUd0dDQ+Pj4YGBjo9WLz9fVl165dBAUFqfVDIH+W4mbNmrFs2TJ69uyJq6srJ06cIDg4mKlTpwL5s9mZmprqTYjTunVrWrdurbd/kHpY4tkzMDDA19eXWbNmMWzYMP766y9efvllzMzM1J49cXFxGBsbq+0qXQ9SAwMD9uzZw4ULF/jqq6+Awr3YsrKySE1NVev36GRmZuLl5cWNGzfUuopNmzYlJCSk0DHeO6OYKOJsX7p/yoEDBzh79iyzZ88G/nmBo6KisLGx0buStHnzZpKTk3nxxRfZtGkTq1evJigoiDfffJPx48djbm6uNjB0H2jlypVTiz9LkUxRmugaAsePH6dJkybUqlVL/ZDTJX/u7SGniyt3d3cqVapEZGQkaWlpavdfyE+2JiQkoNFoOHHiBHv27GH8+PG0a9cOyJ+218bGptAVV0WmkRalQFJSEnfv3uWVV15h165dfPfdd7i6utK+fXt69uypXky4X28FjUZDUlISX375JZ9//jnW1tZ625bYEc+bzp070759eyZPnswXX3xBZGQkDRo0oFevXuzYsYMbN25w/fp13N3d1cKZkN84z8jI0PtiWbABbWtrq567dBctTE1Npb0mSoWH9VYwMjLi9ddfVy88V65cmYMHD9KiRQv18bq4qFSpEjExMYWW+/j4YG1tzdmzZ9VtAri6ujJjxgxeeukl+vTpg52dHZGRkXTs2JFu3boB+eU1GjZsSGJiIhUqVFC3rbu4IXElSpIaNWowfvx4zMzM6Ny5M6tWreL27dt6w4idnZ05e/Ysjo6Oeu21nJwcJk2axNChQ6lSpUqhnqeQPzGOh4cHGRkZgP5EHM7OzuTm5gL/dBqBwhfopM1WWJGnes/JyeGLL75g4MCBeHt76zUcrK2tuXjxovp3eno6v/32GyEhIfTu3RtXV1c6dOjA8OHDadGiBYqiYGdnV+gKK8gVI1E6GRgYEB4eTlBQEJ9//jlarRZLS0u1dxvk95CrVauWXg853YdfjRo1CAsL48KFC9SuXZv4+Hjc3d3JzMxk2bJlnD9/Hl9fX8aMGUOXLl30eg01atRIrVuiI1eIRGlgZGRESkoKZ86c4eLFi3Ts2JHMzEwmTJhAWFgY06ZNA/Jnj/Dy8tLrrQAwfvx4GjRowCuvvKIu0w21lNgRz6MlS5awbds2EhISqF27No0aNeL3339n06ZNWFpaotVquXbtGjY2NnoJnri4OG7duqX2XCjYgLa3t8fHx6dQY13aa6I0eFhvBUVR9EYctGzZkoMHD/LRRx+p5wqNRkNycjLGxsZqj6CC7/1KlSrh4eFBdHQ0iYmJ3LlzBycnJ6ytralQoQL79u1j8+bN3Lhxg48++oiGDRuqj61WrRoODg7q7Fw6cg4SJZGxsbHacaNz58589tlnREdH4+rqqlc7zt7enszMTLXWFcC8efMwNjbmrbfeAvTf47oepZcvX8be3l6dWVK3jouLC56enuqwroKPlWTPv3vs5I/uZL98+XKSkpJ49913AfQKOFlZWWFlZQXk/0PMzc3p2rUr77zzDk2aNNEbCqZbZ/To0WotFCHKghMnTtC+fXtsbW2B/KulGzdu5JdffmHt2rUkJiZiZWVVKB4gvyBZZGQkgwcP5vr167Rv3561a9fSsGFDFixYoFeXpCAPDw/GjBkjDQVRKllbWxMXF8fPP//Mzz//zMsvvwxAhQoVmD17Nj169MDPz4/w8HA8PT31LjocOXKECxcu8MEHH7B9+3Z+++03jh49So8ePfj+++9p1KiRxI547hgaGqpDvnROnz6NhYUFtra2WFhYkJmZqa6r4+npyZEjRwoN5QLo27cvVlZWEiuiVHpYb4V739MdO3bk119/JTY2looVK6rLbWxsOHv2LC+88ILe+rm5uaSlpZGRkcH+/ftp0aIFcXFxfP/99/Tv31+dmr3gRAXwz3ergICA4nviQhQjHx8fLCwsCAoKomHDhmpC9OLFi9SqVYvk5GQ1+XPjxg127drF8OHDMTExYfny5Wzfvp1q1aoxdepUNQ4nTpyo9x1Jt7xmzZpMmTJF7+KfeHSPnfzRaDTcunWLtWvX8v777+Pk5ERkZCT79u2jcuXKdOjQgYiICKpXr65eRdJoNAwcOFDdxv3Gq+rqCQlRVixatIjKlSszcOBADh8+TFpaGuXKlaNRo0bUqFEDgOjoaOCfLvXXrl2jW7du3LhxAx8fH9q3b0+7du1o3rw5kD8e/EFdG3WkQS5Ks9dff53ffvsNPz8/dVnjxo1xcnLi4MGD+Pn5YWhoyNWrV9XeCgAbNmwgLCyMd999FxcXF1544QVWrFihdtc3MzNTGx4SO+J5kpycjFarxcrKii1btrBr1y4++ugjAK5fv06dOnVIT08vVGNRN5Tr3h49cqFOlGYP661wrwYNGqDRaPj777/V5I+uvabVaklKStJbtmnTJoYOHYqNjQ3du3enQ4cOtG7dGhcXl0KxVLDwrZx7RGmm66nTqFEjjhw5Qr9+/dTETHZ2NnFxcTg7O6sx8Ntvv/HXX38RHh7OiBEjqFixIm3btqVHjx7APxci7h0VUZAkfoquSMO+lixZwokTJ7C1tWX69OkkJSXh6urK559/DuTXbTAyMirU9Ur3z5OuwaKsy8zMpG7dupw4cYImTZqwePFicnJymDVrFt27d0ej0WBpaan2kNPFiru7O19//TXNmjUr1BC/l3RtFGVRr169+OOPPwgJCVFnctBoNGRmZqpd4Z2cnNQx4Lpiz23btqV79+737V16L4kd8Tz5888/Wb16NcePHycnJ4e3335bbWTHxcXh5OT0wPONtNdEWfag3go6tra21K5dm3379tG9e3cg//xx+/ZtvL29SU9PB/6pydOqVSuOHTumXuDTKVg3TkdiS5QVusRM9+7dmTVrFklJSWpyxtnZWS15YWBgQF5eHiYmJgwdOpRWrVrRqlUrvdqmD9u+eDKKlPwxMjKiUqVKVK5cmSFDhtC+fXu9+4cPH46Li0uhx8k/TzwvzMzMmDlzJsbGxmqjOicnh88//5xjx47xxhtvEBUVRbVq1fTqLCiKQocOHQCZ0UE8n2rXrk21atX45ptvqF27NhUrVuTgwYNkZ2fTqlUrIL/HXMHeChqNRm2Yg8SOEAXVrFmT9u3bM2jQIDWGdPr16/evyVIhyqKH9VYoqH379qxcuZIlS5YQFBREly5daNKkCdevX1dnldTVA3JwcFDrkxTsYSrnIVGW6b7DdOrUibFjx7J582bu3r2LgYEB1tbW1K1bV53AxtDQkA8++EDv8dJme7qKlPx5//33H/iPMzAwKNS4EOJ5VLBrvFarxdjYmFdffVXtOnzr1i1q1Kih9ly490NPrgqJ55GJiQlff/01gwYN4q233uLmzZsYGRkxY8YMNXYe1FtBepcKUZi7uzv9+vVT/y443KRgsVkhnicP6q2gO49ERETwww8/sHv3bmJjY/niiy9o1qwZlSpVwsbGhvj4+EKFmQuSHqbieZGVlcXy5cvZu3cveXl5TJ8+HQ8PDyZNmsS2bdvuO5NqwfOQtNmeLo2i66v4mCRLJ8R/c+jQIVxcXKhevfqzPhQhSpyUlBQCAwOxtLTUm2YX4OTJk5ibm6szEQkhHq7gVNFCiH/ExcXh6+vL5MmT1d4K48ePZ9euXSxZsoR27drRs2dPnJyc9B534MAB/P391eH7QjyvkpOTGT16NEZGRrz55ps0bdpUvW/37t2kpKTozcIqnq0iJ3+EEEVzv8JlQoiHu1/hWSGEEKIoCvZW2L17N8bGxnh5eTFs2DD69++vFoXWURQFrVYrPXqEeAS6YY/3q3clnq0iDfsSQhSdJH6EeHQylEsIIcSTlpmZSWBgIFZWVmzdulWvt4JOwR5zGo1GEj9CPETBoVy6WJHvPCWP9PwRQgghhBBCPNcK1i8VQoiySJI/QgghhBBCiOdOwd4KQghR1knyRwghhBBCCCGEEKIMk36NQgghhBBCCCGEEGWYJH+EEEIIIYQQQgghyjBJ/gghhBBCCCGEEEKUYZL8EUIIIYQQQgghhCjDJPkjhBBCCCGEEEIIUYZJ8kcIIYQQQgghhBCiDJPkjxBCCCGEEEIIIUQZJskfIYQQQgghhBBCiDJMkj9CCCGEEEIIIYQQZdj/AfpwmNYedzKfAAAAAElFTkSuQmCC\n",
"text/plain": [
"<Figure size 1200x1000 with 6 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"Pandas v: 1.3.0 [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: 0.3.32b0 [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\n",
"Charts by Matplotlib Finance v: 0.12.7a17 [pip install mplfinance] https://github.com/matplotlib/mplfinance\n",
"\n"
]
},
{
"data": {
"text/plain": [
"<__main__.Chart at 0x135c778b0>"
]
},
"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: 1.3.0 [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: 0.3.32b0 [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\n",
"Charts by Matplotlib Finance v: 0.12.7a17 [pip install mplfinance] https://github.com/matplotlib/mplfinance\n",
"\n"
]
},
{
"data": {
"text/plain": [
"<__main__.Chart at 0x135d6e550>"
]
},
"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."
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"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
}