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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 v0.3.17b0\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 - v0.3.17b0\n",
"\n",
"Indicators and Utilities [145]:\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, rma, roc, rsi, rsx, rvgi, rvi, short_run, sinwma, skew, slope, sma, smi, smma, squeeze, squeeze_pro, ssf, stc, stdev, stoch, stochrsi, supertrend, swma, t3, td_seq, tema, thermo, tos_stdevall, trima, trix, true_range, tsi, tsignals, ttm_trend, ui, uo, variance, vhf, vidya, vortex, vp, vwap, vwma, 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: 207\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, offset=None, **kwargs)\n",
" Exponential Moving Average (EMA)\n",
" \n",
" The Exponential Moving Average is more responsive moving average compared to the\n",
" Simple Moving Average (SMA). The weights are determined by alpha which is\n",
" proportional to it's length. There are several different methods of calculating\n",
" EMA. One method uses just the standard definition of EMA and another uses the\n",
" SMA to generate the initial value for the rest of the calculation.\n",
" \n",
" Sources:\n",
" https://stockcharts.com/school/doku.php?id=chart_school:technical_indicators:moving_averages\n",
" https://www.investopedia.com/ask/answers/122314/what-exponential-moving-average-ema-formula-and-how-ema-calculated.asp\n",
" \n",
" Calculation:\n",
" Default Inputs:\n",
" length=10, adjust=False, sma=True\n",
" if sma:\n",
" sma_nth = close[0:length].sum() / length\n",
" close[:length - 1] = np.NaN\n",
" close.iloc[length - 1] = sma_nth\n",
" EMA = close.ewm(span=length, adjust=adjust).mean()\n",
" \n",
" Args:\n",
" close (pd.Series): Series of 'close's\n",
" length (int): It's period. Default: 10\n",
" talib (bool): If TA Lib is installed and talib is True, Returns the TA Lib\n",
" version. Default: True\n",
" offset (int): How many periods to offset the result. Default: 0\n",
" \n",
" Kwargs:\n",
" adjust (bool, optional): Default: False\n",
" sma (bool, optional): If True, uses SMA for initial value. Default: True\n",
" fillna (value, optional): pd.DataFrame.fillna(value)\n",
" fill_method (value, optional): Type of fill method\n",
" \n",
" Returns:\n",
" pd.Series: New feature generated.\n",
"\n"
]
}
],
"source": [
"help(ta.ema)"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"# Function to format Millions\n",
"def format_millions(x, pos):\n",
" \"The two args are the value and tick position\"\n",
" return \"%1.1fM\" % (x * 1e-6)"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [],
"source": [
"def ctitle(indicator_name, ticker=\"SPY\", length=100):\n",
" return f\"{ticker}: {indicator_name} from {recent_startdate} to {recent_enddate} ({length})\"\n",
"\n",
"# # All Data: 0, Last Four Years: 0.25, Last Two Years: 0.5, This Year: 1, Last Half Year: 2, Last Quarter: 3\n",
"# yearly_divisor = 1\n",
"# recent = int(ta.RATE[\"TRADING_DAYS_PER_YEAR\"] / yearly_divisor) if yearly_divisor > 0 else df.shape[0]\n",
"# print(recent)\n",
"def recent_bars(df, tf: str = \"1y\"):\n",
" # All Data: 0, Last Four Years: 0.25, Last Two Years: 0.5, This Year: 1, Last Half Year: 2, Last Quarter: 4\n",
" yearly_divisor = {\"all\": 0, \"10y\": 0.1, \"5y\": 0.2, \"4y\": 0.25, \"3y\": 1./3, \"2y\": 0.5, \"1y\": 1, \"6mo\": 2, \"3mo\": 4}\n",
" yd = yearly_divisor[tf] if tf in yearly_divisor.keys() else 0\n",
" return int(ta.RATE[\"TRADING_DAYS_PER_YEAR\"] / yd) if yd > 0 else df.shape[0]\n",
"\n",
"def ta_ylim(series: pd.Series, percent: float = 0.1):\n",
" smin, smax = series.min(), series.max()\n",
" if isinstance(percent, float) and 0 <= float(percent) <= 1:\n",
" y_min = (1 + percent) * smin if smin < 0 else (1 - percent) * smin\n",
" y_max = (1 - percent) * smax if smax < 0 else (1 + percent) * smax\n",
" return (y_min, y_max)\n",
" return (smin, smax)\n",
"\n",
"price_size = (16, 8)\n",
"ind_size = (16, 3.25)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Load Daily Ticker Data using yfinance and clean it"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [],
"source": [
"# help(e.ta.ticker)"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"==== Company Information =====================================================\n",
"SPDR S&P 500 ETF Trust(SPDR S&P 500) [SPY]\n",
"\n",
"==== Market Information =====================================================\n",
"Market | Exchange | Symbol | Category US | PCX | SPY | Large Blend\n",
"\n",
"NAV | Yield 441.12 | 1.3000%\n",
"\n",
"\n",
"\n",
"==== Price Information =====================================================\n",
"Open High Low | Close 439.7800 439.7800 438.7300 | 439.0200\n",
"HL2 | HLC3 | OHLC4 | C - OHLC4 439.9271, 439.6248, 439.6636, -0.6436\n",
"Change (%) -2.1300 (-0.4828%)\n",
"Bid | Ask | Spread 439.01 x 1000 | 439.15 x 800 | 0.1400\n",
"Volume | Market | Avg Vol (10Day) \n",
" 42,199,754 | 42,199,754 | 67,188,676 (56,669,400)\n",
"\n",
"52Wk Range (% from 52Wk Low) 319.8 - 441.8 : 122.0000 (37.2795%)\n",
"SMA 50 | SMA 200 431.4488 | 409.2754\n",
"Avg. Return 3Yr | 5Yr 17.9400% | 17.4600%\n",
"\n",
"==== Dividends / Splits =====================================================\n",
"Trailing Annual Dividend Rate | Yield 5.563 | 1.2610%\n",
"\n",
"\n",
"Stock Splits (Last 5 of 115):\n",
"Date 2021-06-18 2021-03-19 2020-12-18 2020-09-18 2020-06-19\n",
"Ratio 1.376 1.278 1.58 1.339 1.366\n",
"SPY(252, 7) from 2020-08-05 00:00:00 to 2021-08-04 00:00:00\n"
]
},
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>open</th>\n",
" <th>high</th>\n",
" <th>low</th>\n",
" <th>close</th>\n",
" <th>volume</th>\n",
" <th>dividends</th>\n",
" <th>stock splits</th>\n",
" </tr>\n",
" <tr>\n",
" <th>date</th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>2020-08-05</th>\n",
" <td>326.605340</td>\n",
" <td>327.511851</td>\n",
" <td>326.319587</td>\n",
" <td>327.235931</td>\n",
" <td>42697700</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2020-08-06</th>\n",
" <td>326.615221</td>\n",
" <td>329.551467</td>\n",
" <td>326.270352</td>\n",
" <td>329.423370</td>\n",
" <td>43679400</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2020-08-07</th>\n",
" <td>328.388836</td>\n",
" <td>329.965360</td>\n",
" <td>327.423207</td>\n",
" <td>329.659912</td>\n",
" <td>57308300</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2020-08-10</th>\n",
" <td>330.142678</td>\n",
" <td>330.842249</td>\n",
" <td>328.073491</td>\n",
" <td>330.645203</td>\n",
" <td>44282100</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2020-08-11</th>\n",
" <td>331.906413</td>\n",
" <td>332.586289</td>\n",
" <td>327.137448</td>\n",
" <td>327.915833</td>\n",
" <td>69601100</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" open high low close volume \\\n",
"date \n",
"2020-08-05 326.605340 327.511851 326.319587 327.235931 42697700 \n",
"2020-08-06 326.615221 329.551467 326.270352 329.423370 43679400 \n",
"2020-08-07 328.388836 329.965360 327.423207 329.659912 57308300 \n",
"2020-08-10 330.142678 330.842249 328.073491 330.645203 44282100 \n",
"2020-08-11 331.906413 332.586289 327.137448 327.915833 69601100 \n",
"\n",
" dividends stock splits \n",
"date \n",
"2020-08-05 0.0 0 \n",
"2020-08-06 0.0 0 \n",
"2020-08-07 0.0 0 \n",
"2020-08-10 0.0 0 \n",
"2020-08-11 0.0 0 "
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Recent Data\n",
"ticker = \"BTC-USD\"\n",
"ticker = \"SPY\"\n",
"df = e.ta.ticker(ticker, kind=\"info\", lc_cols=True)\n",
"recent_startdate = df.tail(recent_bars(df)).index[0]\n",
"recent_enddate = df.tail(recent_bars(df)).index[-1]\n",
"print(f\"{df.name}{df.tail(recent_bars(df)).shape} from {recent_startdate} to {recent_enddate}\")\n",
"df.tail(recent_bars(df)).head()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Aliases"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [],
"source": [
"opendf = df[\"open\"]\n",
"highdf = df[\"high\"]\n",
"lowdf = df[\"low\"]\n",
"closedf = df[\"close\"]\n",
"volumedf = df[\"volume\"]"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## DataFrame **constants**: When you need some simple lines for charting"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Columns: open, high, low, close, volume, dividends, stock splits, -5, -4, -3, -2, -1, 0, 1, 2, 3, 4, 5, -100, -90, -80, -70, -50, -30, -20, -10, 10, 20, 30, 50, 70, 80, 90, 100\n"
]
}
],
"source": [
"# help(df.ta.constants) # for more info\n",
"chart_lines = np.append(np.arange(-5, 6, 1), np.arange(-100, 110, 10))\n",
"df.ta.constants(True, chart_lines) # Adding the constants for the charts\n",
"df.ta.constants(False, np.array([-60, -40, 40, 60])) # Removing some constants from the DataFrame\n",
"print(f\"Columns: {', '.join(list(df.columns))}\")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Example Charting Class utilizing **mplfinance** panels"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [],
"source": [
"class Chart(object):\n",
" def __init__(self, df: pd.DataFrame = None, strategy: ta.Strategy = ta.CommonStrategy, *args, **kwargs):\n",
" self.verbose = kwargs.pop(\"verbose\", False)\n",
"\n",
" if isinstance(df, pd.DataFrame) and df.ta.datetime_ordered:\n",
" self.df = df\n",
" if self.df.name is not None and self.df.name != \"\":\n",
" df_name = str(self.df.name)\n",
" else:\n",
" df_name = \"DataFrame\"\n",
" if self.verbose: print(f\"[i] Loaded {df_name}{self.df.shape}\")\n",
" else:\n",
" print(f\"[X] Oops! Missing 'ohlcv' data or index is not datetime ordered.\\n\")\n",
" return None\n",
"\n",
" self._validate_mpf_kwargs(**kwargs)\n",
" self._validate_chart_kwargs(**kwargs)\n",
" self._validate_ta_strategy(strategy)\n",
"\n",
" # Build TA and Plot\n",
" self.df.ta.strategy(self.strategy, verbose=self.verbose)\n",
" self._plot(**kwargs)\n",
"\n",
" def _validate_ta_strategy(self, strategy):\n",
" if strategy is not None or isinstance(strategy, ta.Strategy):\n",
" self.strategy = strategy\n",
" elif len(self.strategy_ta) > 0:\n",
" print(f\"[+] Strategy: {self.strategy_name}\")\n",
" else:\n",
" self.strategy = ta.CommonStrategy \n",
"\n",
" def _validate_chart_kwargs(self, **kwargs):\n",
" \"\"\"Chart Settings\"\"\"\n",
" self.config = {}\n",
" self.config[\"last\"] = kwargs.pop(\"last\", recent_bars(self.df))\n",
" self.config[\"rpad\"] = kwargs.pop(\"rpad\", 10)\n",
" self.config[\"title\"] = kwargs.pop(\"title\", \"Asset\")\n",
" self.config[\"volume\"] = kwargs.pop(\"volume\", True)\n",
"\n",
" def _validate_mpf_kwargs(self, **kwargs):\n",
" # mpf global chart settings\n",
" default_chart = mpf.available_styles()[-1]\n",
" default_mpf_width = {\n",
" 'candle_linewidth': 0.6,\n",
" 'candle_width': 0.525,\n",
" 'volume_width': 0.525\n",
" }\n",
" mpfchart = {}\n",
"\n",
" mpf_style = kwargs.pop(\"style\", \"\")\n",
" if mpf_style == \"\" or mpf_style.lower() == \"random\":\n",
" mpf_styles = mpf.available_styles()\n",
" mpfchart[\"style\"] = mpf_styles[rnd.randrange(len(mpf_styles))]\n",
" elif mpf_style.lower() in mpf.available_styles():\n",
" mpfchart[\"style\"] = mpf_style\n",
"\n",
" mpfchart[\"figsize\"] = kwargs.pop(\"figsize\", (12, 10))\n",
" mpfchart[\"non_trading\"] = kwargs.pop(\"nontrading\", False)\n",
" mpfchart[\"rc\"] = kwargs.pop(\"rc\", {'figure.facecolor': '#EDEDED'})\n",
" mpfchart[\"plot_ratios\"] = kwargs.pop(\"plot_ratios\", (12, 1.7))\n",
" mpfchart[\"scale_padding\"] = kwargs.pop(\"scale_padding\", {'left': 1, 'top': 4, 'right': 1, 'bottom': 1})\n",
" mpfchart[\"tight_layout\"] = kwargs.pop(\"tight_layout\", True)\n",
" mpfchart[\"type\"] = kwargs.pop(\"type\", \"candle\")\n",
" mpfchart[\"width_config\"] = kwargs.pop(\"width_config\", default_mpf_width)\n",
" mpfchart[\"xrotation\"] = kwargs.pop(\"xrotation\", 15)\n",
" \n",
" self.mpfchart = mpfchart\n",
"\n",
" def _attribution(self):\n",
" print(f\"\\nPandas v: {pd.__version__} [pip install pandas] https://github.com/pandas-dev/pandas\")\n",
" print(f\"Data from AlphaVantage v: 1.0.19 [pip install alphaVantage-api] http://www.alphavantage.co https://github.com/twopirllc/AlphaVantageAPI\")\n",
" print(f\"Technical Analysis with Pandas TA v: {ta.version} [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\")\n",
" print(f\"Charts by Matplotlib Finance v: {mpf.__version__} [pip install mplfinance] https://github.com/matplotlib/mplfinance\\n\")\n",
"\n",
" def _right_pad_df(self, rpad: int, delta_unit: str = \"D\", range_freq: str = \"B\"):\n",
" if rpad > 0:\n",
" dfpad = self.df[-rpad:].copy()\n",
" dfpad.iloc[:,:] = np.NaN\n",
"\n",
" df_frequency = self.df.index.value_counts().mode()[0] # Most common frequency\n",
" freq_delta = pd.Timedelta(df_frequency, unit=delta_unit)\n",
" new_dr = pd.date_range(start=self.df.index[-1] + freq_delta, periods=rpad, freq=range_freq)\n",
" dfpad.index = new_dr # Update the padded index with new dates\n",
" self.df = self.df.append(dfpad)\n",
" \n",
" \n",
" def _plot(self, **kwargs):\n",
" if not isinstance(self.mpfchart[\"plot_ratios\"], tuple):\n",
" print(f\"[X] plot_ratios must be a tuple\")\n",
" return\n",
"\n",
" # Override Chart Title Option\n",
" chart_title = self.config[\"title\"]\n",
" if \"title\" in kwargs and isinstance(kwargs[\"title\"], str):\n",
" chart_title = kwargs.pop(\"title\")\n",
"\n",
" # Override Right Bar Padding Option\n",
" rpad = self.config[\"rpad\"]\n",
" if \"rpad\" in kwargs and kwargs[\"rpad\"] > 0:\n",
" rpad = int(kwargs[\"rpad\"])\n",
"\n",
" def cpanel():\n",
" return len(self.mpfchart[\"plot_ratios\"])\n",
"\n",
" # Last Second Default TA Indicators\n",
" linreg = kwargs.pop(\"linreg\", False)\n",
" linreg_name = self.df.ta.linreg(append=True).name if linreg else \"\"\n",
"\n",
" midpoint = kwargs.pop(\"midpoint\", False)\n",
" midpoint_name = self.df.ta.midpoint(append=True).name if midpoint else \"\"\n",
"\n",
" ohlc4 = kwargs.pop(\"ohlc4\", False)\n",
" ohlc4_name = self.df.ta.ohlc4(append=True).name if ohlc4 else \"\"\n",
"\n",
" clr = kwargs.pop(\"clr\", False)\n",
" clr_name = self.df.ta.log_return(cumulative=True, append=True).name if clr else \"\"\n",
"\n",
" rsi = kwargs.pop(\"rsi\", False)\n",
" rsi_length = kwargs.pop(\"rsi_length\", None)\n",
" if isinstance(rsi_length, int) and rsi_length > 1:\n",
" rsi_name = self.df.ta.rsi(length=rsi_length, append=True).name\n",
" elif rsi:\n",
" rsi_name = self.df.ta.rsi(append=True).name\n",
" else: rsi_name = \"\"\n",
" \n",
" zscore = kwargs.pop(\"zscore\", False)\n",
" zscore_length = kwargs.pop(\"zscore_length\", None)\n",
" if isinstance(zscore_length, int) and zscore_length > 1:\n",
" zs_name = self.df.ta.zscore(length=zscore_length, append=True).name\n",
" elif zscore:\n",
" zs_name = self.df.ta.zscore(append=True).name\n",
" else: zs_name = \"\"\n",
"\n",
" macd = kwargs.pop(\"macd\", False)\n",
" macd_name = \"\"\n",
" if macd:\n",
" macds = self.df.ta.macd(append=True)\n",
" macd_name = macds.name\n",
"\n",
" squeeze = kwargs.pop(\"squeeze\", False)\n",
" lazybear = kwargs.pop(\"lazybear\", False)\n",
" squeeze_name = \"\"\n",
" if squeeze:\n",
" squeezes = self.df.ta.squeeze(lazybear=lazybear, detailed=True, append=True)\n",
" squeeze_name = squeezes.name\n",
"\n",
" ama = kwargs.pop(\"archermas\", False)\n",
" ama_name = \"\"\n",
" if ama:\n",
" amas = self.df.ta.amat(append=True)\n",
" ama_name = amas.name\n",
"\n",
" aobv = kwargs.pop(\"archerobv\", False)\n",
" aobv_name = \"\"\n",
" if aobv:\n",
" aobvs = self.df.ta.aobv(append=True)\n",
" aobv_name = aobvs.name\n",
"\n",
" # Pad and trim Chart\n",
" self._right_pad_df(rpad)\n",
" mpfdf = self.df.tail(self.config[\"last\"]).copy()\n",
" mpfdf_columns = list(self.df.columns)\n",
" \n",
" tsig = kwargs.pop(\"tsignals\", False)\n",
" if tsig:\n",
" # Long Trend requires Series Comparison (<=. <, = >, >=)\n",
" # or Trade Logic that yields trends in binary.\n",
" default_long = mpfdf[\"SMA_10\"] > mpfdf[\"SMA_20\"]\n",
" long_trend = kwargs.pop(\"long_trend\", default_long)\n",
" if not isinstance(long_trend, pd.Series):\n",
" raise(f\"[X] Must be a Series that has boolean values or values of 0s and 1s\")\n",
" mpfdf.ta.percent_return(append=True)\n",
" mpfdf.ta.tsignals(long_trend, append=True)\n",
" buys = np.where(mpfdf.TS_Entries > 0, 1, np.nan)\n",
" sells = np.where(mpfdf.TS_Exits > 0, 1, np.nan)\n",
" mpfdf[\"ACTRET_1\"] = mpfdf.TS_Trends * mpfdf.PCTRET_1\n",
"\n",
" # BEGIN: Custom TA Plots and Panels\n",
" # Modify the area below \n",
" taplots = [] # Holds all the additional plots\n",
"\n",
" # Panel 0: Price Overlay\n",
" if linreg_name in mpfdf_columns:\n",
" taplots += [mpf.make_addplot(mpfdf[linreg_name], type=kwargs.pop(\"linreg_type\", \"line\"), color=kwargs.pop(\"linreg_color\", \"black\"), linestyle=\"-.\", width=1.2, panel=0)]\n",
"\n",
" if midpoint_name in mpfdf_columns:\n",
" taplots += [mpf.make_addplot(mpfdf[midpoint_name], type=kwargs.pop(\"midpoint_type\", \"scatter\"), color=kwargs.pop(\"midpoint_color\", \"fuchsia\"), width=0.4, panel=0)]\n",
"\n",
" if ohlc4_name in mpfdf_columns:\n",
" taplots += [mpf.make_addplot(mpfdf[ohlc4_name], ylabel=ohlc4_name, type=kwargs.pop(\"ohlc4_type\", \"scatter\"), color=kwargs.pop(\"ohlc4_color\", \"blue\"), alpha=0.85, width=0.4, panel=0)]\n",
" \n",
" if self.strategy.name == ta.CommonStrategy.name:\n",
" total_sma = 0 # Check if all the overlap indicators exists before adding plots\n",
" for c in [\"SMA_10\", \"SMA_20\", \"SMA_50\", \"SMA_200\"]:\n",
" if c in mpfdf_columns: total_sma += 1\n",
" else: print(f\"[X] Indicator: {c} missing!\")\n",
" if total_sma == 4:\n",
" ta_smas = [\n",
" mpf.make_addplot(mpfdf[\"SMA_10\"], color=\"green\", width=1.5, panel=0),\n",
" mpf.make_addplot(mpfdf[\"SMA_20\"], color=\"orange\", width=2, panel=0),\n",
" mpf.make_addplot(mpfdf[\"SMA_50\"], color=\"red\", width=2, panel=0),\n",
" mpf.make_addplot(mpfdf[\"SMA_200\"], color=\"maroon\", width=3, panel=0),\n",
" ]\n",
" taplots += ta_smas\n",
"\n",
" if tsig:\n",
" taplots += [\n",
" mpf.make_addplot(0.985 * mpfdf.close * buys, type=\"scatter\", marker=\"^\", markersize=26, color=\"blue\", panel=0),\n",
" mpf.make_addplot(1.015 * mpfdf.close * sells, type=\"scatter\", marker=\"v\", markersize=26, color=\"fuchsia\", panel=0),\n",
" ]\n",
" \n",
" if len(ama_name):\n",
" amat_sr_ = mpfdf[amas.columns[-1]][mpfdf[amas.columns[-1]] > 0]\n",
" amat_sr = amat_sr_.index.to_list()\n",
" else:\n",
" amat_sr = None\n",
"\n",
" # Panel 1: If volume=True, the add the VOL MA. Since we know there is only one, we immediately pop it.\n",
" if self.config[\"volume\"]:\n",
" volma = [x for x in list(self.df.columns) if x.startswith(\"VOL_\")].pop()\n",
" max_vol = mpfdf[\"volume\"].max()\n",
" # Volume axis\n",
" ta_volume = [mpf.make_addplot(mpfdf[volma], color=\"black\", width=1.2, panel=1, ylim=(-.2 * max_vol, 1.5 * max_vol))]\n",
" taplots += ta_volume\n",
"\n",
" # Panels 2 - 9\n",
" common_plot_ratio = (3,)\n",
"\n",
" if len(aobv_name):\n",
" _p = kwargs.pop(\"aobv_percenty\", 0.2)\n",
" aobv_ylim = ta_ylim(mpfdf[aobvs.columns[0]], _p)\n",
" taplots += [\n",
" mpf.make_addplot(mpfdf[aobvs.columns[0]], ylabel=aobv_name, color=\"black\", width=1.5, panel=cpanel(), ylim=aobv_ylim),\n",
" mpf.make_addplot(mpfdf[aobvs.columns[2]], color=\"silver\", width=1, panel=cpanel(), ylim=aobv_ylim),\n",
" mpf.make_addplot(mpfdf[aobvs.columns[3]], color=\"green\", width=1, panel=cpanel(), ylim=aobv_ylim),\n",
" mpf.make_addplot(mpfdf[aobvs.columns[4]], color=\"red\", width=1.2, panel=cpanel(), ylim=aobv_ylim),\n",
" ]\n",
" self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel\n",
"\n",
" if clr_name in mpfdf_columns:\n",
" _p = kwargs.pop(\"clr_percenty\", 0.1)\n",
" clr_ylim = ta_ylim(mpfdf[clr_name], _p)\n",
"\n",
" taplots += [mpf.make_addplot(mpfdf[clr_name], ylabel=clr_name, color=\"black\", width=1.5, panel=cpanel(), ylim=clr_ylim)]\n",
" if (1 - _p) * mpfdf[clr_name].min() < 0 and (1 + _p) * mpfdf[clr_name].max() > 0:\n",
" taplots += [mpf.make_addplot(mpfdf[\"0\"], color=\"gray\", width=1.2, panel=cpanel(), ylim=clr_ylim)]\n",
" self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel\n",
"\n",
" if rsi_name in mpfdf_columns:\n",
" rsi_ylim = (0, 100)\n",
" taplots += [\n",
" mpf.make_addplot(mpfdf[rsi_name], ylabel=rsi_name, color=kwargs.pop(\"rsi_color\", \"black\"), width=1.5, panel=cpanel(), ylim=rsi_ylim),\n",
" mpf.make_addplot(mpfdf[\"20\"], color=\"green\", width=1, panel=cpanel(), ylim=rsi_ylim),\n",
" mpf.make_addplot(mpfdf[\"50\"], color=\"gray\", width=0.8, panel=cpanel(), ylim=rsi_ylim),\n",
" mpf.make_addplot(mpfdf[\"80\"], color=\"red\", width=1, panel=cpanel(), ylim=rsi_ylim),\n",
" ]\n",
" self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel\n",
" \n",
" if macd_name in mpfdf_columns:\n",
" _p = kwargs.pop(\"macd_percenty\", 0.15)\n",
" macd_ylim = ta_ylim(mpfdf[macd_name], _p)\n",
" taplots += [\n",
" mpf.make_addplot(mpfdf[macd_name], ylabel=macd_name, color=\"black\", width=1.5, panel=cpanel()),#, ylim=macd_ylim),\n",
" mpf.make_addplot(mpfdf[macds.columns[-1]], color=\"blue\", width=1.1, panel=cpanel()),#, ylim=macd_ylim),\n",
" mpf.make_addplot(mpfdf[macds.columns[1]], type=\"bar\", alpha=0.8, color=\"dimgray\", width=0.8, panel=cpanel()),#, ylim=macd_ylim),\n",
" mpf.make_addplot(mpfdf[\"0\"], color=\"black\", width=1.2, panel=cpanel()),#, ylim=macd_ylim),\n",
" ]\n",
" self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel \n",
"\n",
" if zs_name in mpfdf_columns:\n",
" _p = kwargs.pop(\"zascore_percenty\", 0.2)\n",
" zs_ylim = ta_ylim(mpfdf[zs_name], _p)\n",
" taplots += [\n",
" mpf.make_addplot(mpfdf[zs_name], ylabel=zs_name, color=\"black\", width=1.5, panel=cpanel(), ylim=zs_ylim),\n",
" mpf.make_addplot(mpfdf[\"-3\"], color=\"red\", width=1.2, panel=cpanel(), ylim=zs_ylim),\n",
" mpf.make_addplot(mpfdf[\"-2\"], color=\"orange\", width=1, panel=cpanel(), ylim=zs_ylim),\n",
" mpf.make_addplot(mpfdf[\"-1\"], color=\"silver\", width=1, panel=cpanel(), ylim=zs_ylim),\n",
" mpf.make_addplot(mpfdf[\"0\"], color=\"black\", width=1.2, panel=cpanel(), ylim=zs_ylim),\n",
" mpf.make_addplot(mpfdf[\"1\"], color=\"silver\", width=1, panel=cpanel(), ylim=zs_ylim),\n",
" mpf.make_addplot(mpfdf[\"2\"], color=\"orange\", width=1, panel=cpanel(), ylim=zs_ylim),\n",
" mpf.make_addplot(mpfdf[\"3\"], color=\"red\", width=1.2, panel=cpanel(), ylim=zs_ylim)\n",
" ]\n",
" self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel\n",
"\n",
" if squeeze_name in mpfdf_columns:\n",
" _p = kwargs.pop(\"squeeze_percenty\", 0.6)\n",
" sqz_ylim = ta_ylim(mpfdf[squeeze_name], _p)\n",
" taplots += [\n",
" mpf.make_addplot(mpfdf[squeezes.columns[-4]], type=\"bar\", color=\"lime\", alpha=0.65, width=0.8, panel=cpanel(), ylim=sqz_ylim),\n",
" mpf.make_addplot(mpfdf[squeezes.columns[-3]], type=\"bar\", color=\"green\", alpha=0.65, width=0.8, panel=cpanel(), ylim=sqz_ylim),\n",
" mpf.make_addplot(mpfdf[squeezes.columns[-2]], type=\"bar\", color=\"maroon\", alpha=0.65, width=0.8, panel=cpanel(), ylim=sqz_ylim),\n",
" mpf.make_addplot(mpfdf[squeezes.columns[-1]], type=\"bar\", color=\"red\", alpha=0.65, width=0.8, panel=cpanel(), ylim=sqz_ylim),\n",
" mpf.make_addplot(mpfdf[\"0\"], color=\"black\", width=1.2, panel=cpanel(), ylim=sqz_ylim),\n",
" mpf.make_addplot(mpfdf[squeezes.columns[4]], ylabel=squeeze_name, color=\"green\", width=2, panel=cpanel(), ylim=sqz_ylim),\n",
" mpf.make_addplot(mpfdf[squeezes.columns[5]], color=\"red\", width=1.8, panel=cpanel(), ylim=sqz_ylim),\n",
" ]\n",
" self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel\n",
"\n",
" if tsig:\n",
" _p = kwargs.pop(\"tsig_percenty\", 0.23)\n",
" treturn_ylim = ta_ylim(mpfdf[\"ACTRET_1\"], _p)\n",
" taplots += [\n",
" mpf.make_addplot(mpfdf[\"ACTRET_1\"], ylabel=\"Active % Return\", type=\"bar\", color=\"green\", alpha=0.45, width=0.8, panel=cpanel(), ylim=treturn_ylim),\n",
" mpf.make_addplot(pd.Series(mpfdf[\"ACTRET_1\"].mean(), index=mpfdf[\"ACTRET_1\"].index), color=\"blue\", width=1, panel=cpanel(), ylim=treturn_ylim),\n",
" mpf.make_addplot(mpfdf[\"0\"], color=\"black\", width=1, panel=cpanel(), ylim=treturn_ylim),\n",
" ]\n",
" self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel\n",
"\n",
" _p = kwargs.pop(\"cstreturn_percenty\", 0.58)\n",
" mpfdf[\"CUMACTRET_1\"] = mpfdf[\"ACTRET_1\"].cumsum()\n",
" cumactret_ylim = ta_ylim(mpfdf[\"CUMACTRET_1\"], _p)\n",
" taplots += [\n",
" mpf.make_addplot(mpfdf[\"CUMACTRET_1\"], ylabel=\"Cum Trend Return\", type=\"bar\", color=\"silver\", alpha=0.45, width=1, panel=cpanel(), ylim=cumactret_ylim),\n",
" mpf.make_addplot(0.9 * buys * mpfdf[\"CUMACTRET_1\"], type=\"scatter\", marker=\"^\", markersize=14, color=\"green\", panel=cpanel(), ylim=cumactret_ylim),\n",
" mpf.make_addplot(1.1 * sells * mpfdf[\"CUMACTRET_1\"], type=\"scatter\", marker=\"v\", markersize=14, color=\"red\", panel=cpanel(), ylim=cumactret_ylim),\n",
" mpf.make_addplot(mpfdf[\"0\"], color=\"black\", width=1, panel=cpanel(), ylim=cumactret_ylim),\n",
" ] \n",
" self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel\n",
"\n",
" # END: Custom TA Plots and Panels\n",
" \n",
" if self.verbose:\n",
" additional_ta = []\n",
" chart_title = f\"{chart_title} [{self.strategy.name}] (last {self.config['last']} bars)\"\n",
" chart_title += f\"\\nSince {mpfdf.index[0]} till {mpfdf.index[-1]}\"\n",
" if len(linreg_name) > 0: additional_ta.append(linreg_name)\n",
" if len(midpoint_name) > 0: additional_ta.append(midpoint_name)\n",
" if len(ohlc4_name) > 0: additional_ta.append(ohlc4_name)\n",
" if len(additional_ta) > 0:\n",
" chart_title += f\"\\nIncluding: {', '.join(additional_ta)}\"\n",
"\n",
" if amat_sr:\n",
" vlines_ = dict(vlines=amat_sr, alpha=0.1, colors=\"red\")\n",
" else:\n",
" # Hidden because vlines needs valid arguments even if None \n",
" vlines_ = dict(vlines=mpfdf.index[0], alpha=0, colors=\"white\")\n",
"\n",
" # Create Final Plot\n",
" mpf.plot(mpfdf,\n",
" title=chart_title,\n",
" type=self.mpfchart[\"type\"],\n",
" style=self.mpfchart[\"style\"],\n",
" datetime_format=\"%-m/%-d/%Y\",\n",
" volume=self.config[\"volume\"],\n",
" figsize=self.mpfchart[\"figsize\"],\n",
" tight_layout=self.mpfchart[\"tight_layout\"],\n",
" scale_padding=self.mpfchart[\"scale_padding\"],\n",
" panel_ratios=self.mpfchart[\"plot_ratios\"], # This key needs to be update above if adding more panels\n",
" xrotation=self.mpfchart[\"xrotation\"],\n",
" update_width_config=self.mpfchart[\"width_config\"],\n",
" show_nontrading=self.mpfchart[\"non_trading\"],\n",
" vlines=vlines_,\n",
" addplot=taplots\n",
" )\n",
" \n",
" self._attribution()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Charting Example\n",
"#### Play with the parameters to see different charts and results\n",
"* This is an example chart so it's not perfect. Enough to get started with common and uncommon plots.\n",
"* There is a maximum of 10 Panels. In this example, panels 0 and 1 are reserved for Price and Volume respectively.\n",
" * "
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[i] Loaded SPY(7181, 34)\n",
"[+] Strategy: Common Price and Volume SMAs\n",
"[i] Indicator arguments: {'append': True}\n",
"[i] Multiprocessing 5 indicators with 7 chunks and 8/8 cpus.\n",
"[i] Total indicators: 5\n",
"[i] Columns added: 5\n",
"[i] Last Run: Wednesday August 4, 2021, NYSE: 9:27:43, Local: 13:27:43 PDT, Day 216/365 (59.00%)\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: 0.3.17b0 [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 0x12f811dc0>"
]
},
"execution_count": 11,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Used for example Trend Return Long Trend Below\n",
"macd_ = ta.macd(closedf)\n",
"macdh = macd_[macd_.columns[1]]\n",
"\n",
"Chart(df,\n",
" # style: which mplfinance chart style to use. Added \"random\" as an option.\n",
" # rpad: how many bars to leave empty on the right of the chart\n",
" style=\"yahoo\", title=ticker, last=recent_bars(df), rpad=10,\n",
" \n",
" # Overlap Indicators\n",
" linreg=True, midpoint=False, ohlc4=False, archermas=True,\n",
" \n",
" # Example Indicators with default parameters\n",
" volume=True, rsi=True, clr=False, macd=True, zscore=False, squeeze=False, lazybear=False,\n",
"\n",
" # Archer OBV and OBV MAs (https://www.tradingview.com/script/Co1ksara-Trade-Archer-On-balance-Volume-Moving-Averages-v1/)\n",
" archerobv=False,\n",
"\n",
" # Create trends and see their returns\n",
" tsignals=True,\n",
" # Example Trends or create your own. Trend must yield Booleans\n",
" long_trend=ta.sma(closedf,10) > ta.sma(closedf,20), # trend: sma(close,10) > sma(close,20) [Default Example]\n",
"# long_trend=closedf > ta.ema(closedf,5), # trend: close > ema(close,5)\n",
"# long_trend=ta.sma(closedf,10) > ta.ema(closedf,50), # trend: sma(close,10) > ema(close,50)\n",
"# long_trend=ta.increasing(ta.ema(closedf), 10), # trend: increasing(ema, 10)\n",
"# long_trend=macdh > 0, # trend: macd hist > 0\n",
"# long_trend=macd_[macd_.columns[0]] > macd_[macd_.columns[-1]], # trend: macd > macd signal\n",
"# long_trend=ta.increasing(ta.sma(ta.rsi(closedf), 10), 5, asint=False), # trend: rising sma(rsi, 10) for the previous 5 periods\n",
"# long_trend=ta.squeeze(highdf, lowdf, closedf, lazybear=True, detailed=True).SQZ_PINC > 0,\n",
"# long_trend=ta.amat(closedf, 50, 200, mamode=\"sma\").iloc[:,0], # trend: amat(50, 200) long signal using sma\n",
" show_nontrading=False, # Intraday use if needed\n",
" verbose=True, # More detail\n",
")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Indicator Examples\n",
"* Examples of simple and complex indicators. Most indicators return a Series, while a few return DataFrames.\n",
"* All indicators can be called one of three ways. Either way, they return the result.\n",
"\n",
"### Three ways to use pandas_ta\n",
"1. Stand Alone like TA-Lib ta.**indicator**(*kwargs*).\n",
"2. As a DataFrame Extension like df.ta.**indicator**(*kwargs*). Where df is a DataFrame with columns named \"open\", \"high\", \"low\", \"close, \"volume\" for simplicity.\n",
"3. Similar to #2, but by calling: df.ta(kind=\"**indicator**\", *kwargs*)."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Cumulative Log Return"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<AxesSubplot:title={'center':'SPY: CUMLOGRET_1 from 2020-08-05 00:00:00 to 2021-08-04 00:00:00 (252)'}, xlabel='date'>"
]
},
"execution_count": 12,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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8/b0CMfMqBgYGkidPnkTzxYrvb3is+fPnY2dnh42NDVmzZjV6f/K2Zfr5+fH06VPOnTtnUllCCPElMf/UFRBCiK9Nr169qFSpErly5SJ//vwUK1aMMmXKUKpUKSwsLOLkj4qK4tGjR0DMxPdjxowhKCiILl26GPI4OjoydepU6tSpQ/ny5fHy8mLw4MFJrtuFCxfIlCkTlpaWb99AE2g0Gho0aMCyZcsMH4yXLFlCrVq1sLKySnJ5V65cITo6mu+++y7BPFZWVmTOnJkLFy4AEBAQQHR0NNmzZ4+TNzg4GL1eb3ju6OgY55zEvibPnj1j3bp1rFmzhuzZs5M5c+Y45f3xxx/88ccfcdKXLVtGgwYNTGvkR+Dt7Y23tzdNmzYlU6ZMNGnSJE6e5MmTs2PHDszMzAB4+PAhY8aMoXz58vz111+GQJyvry+dO3dm8eLFtGzZ0rD/3bt3Wbp0KQ0bNgRigpK+vr40atSIgwcPUqBAASAmaFKhQgXWrFlDixYtktSOgIAA/P39qVu3rqGeELPAQmzQ5VXu7u6GusUG2F8XHBzMnDlzKFasmCF/bJmvPo+vzMTcu3fPKP/rZby6f5s2bTh37hyzZs1izpw5AJiZmTFt2jTat2+f6HFij2VmZkbKlCmN0i0tLXFxcTE6VrJkyejcuTOFChXCysqKffv2MX36dI4ePcrx48fjBAGS0qZ9+/YZ5X3X82dKm4KDg4mIiHjjseK7f5Na16S0/3Vubm5UqlSJwYMHU6hQIaN7MCoqir59+5I9e3b27t1rWGymaNGiVK1alSlTpjBs2LAEy47Pvn37OHToEAMHDjSkveu5Suj+e1ef670C0LNnT3Lnzp3kv+dyr7z9vQIxi/YACX5J+Lrx48fj6OhIpUqVjNILFy5MvXr1SJ8+PXfv3mX69Ok0btyYZ8+e0aFDh0TLHDduHGZmZvF+yert7Q3A+fPn432vIYQQXzIJFgohxHtWrlw5Dh06xJgxY9iyZQuHDh1i/PjxuLq6MmfOHKpXr26Uf+vWrbi6uhqem5mZ0bRpU8aNG2eUr3bt2lSuXJnNmzezZMkSo94Nsb3e3iQkJAQHB4e3b1wSNGrUiIkTJ3Ls2DGSJUvGsWPHGD169FuVFdvL4U11d3BwICQkBMDw097ePk4+b29vnj17Zni+atUqow8CL1++NHpNIOYD+4IFC+JdtbhGjRrxroyZUGDqc9amTRujAMD27duJjIzkxx9/NOqx16ZNGwYMGMCmTZuMgoX29vZGH6gzZ86Ms7MzHh4ehkAhYPg9KatvQkyP0bp162JjYxNnJcuwsLB4g9GxQZewsLB4y9Tr9TRu3JinT5/GWTn0bct8dX8gwTJir1OIufczZMhAhQoVqFu3LtbW1ixbtowuXbqQKlUqvv/++zceK6EvAqytrY3q2q1bN6PttWvXJn/+/DRu3JgZM2YYepW+TZtePU5Szt/QoUMZOnToW7XpTXV6/VjxrdJral2T0v6kOH78OA8ePGDo0KFGq1JXqVIFX19fNm3alKRg4YMHD2jUqBHp06enT58+hvSknqtXJXb/vavP9V7ZtWsXa9as4ciRI++9TXKvJH6vPH78GIi/R//rRo8ezfbt25kxYwbOzs5G2w4cOGD0/IcffsDPz48BAwbQokWLBHuLLl26lD/++IM+ffqQMWPGONtj6xX75aIQQnxNJFgohBAfQL58+fD39ycyMpJ//vmHtWvXMmXKFOrUqcPp06fJmjWrIW+BAgUYOXIkGo0GW1tbsmTJEueN7qvlbt68Od7hQ6ZwdHR862GfCYkveAaQO3dufH19Wbp0Kc7OzqRKlYrSpUu/1TFig4Rvqvvz588NeWN/vnjxIk6+P//8k6ioKP755x969eoVZ7u1tTUbNmwA4Pbt24wfP54HDx4k+IEiTZo0lC1b1vQGfcZe78Fx8+ZNgDi9TCwtLfH29jZsj5UmTZo414STkxNp06aNkwYxw5ZNpdPpaNCgAefPn+evv/4iderURtttbGyIiIiIs194eLhhe3y6dOnC33//zcKFC+P0XjW1zODgYKNh5zY2Njg5ORm2J1TGq3UaO3Ysv/zyC1euXDEEuevVq0epUqXo1KkTVatWxdzcnIcPH6LT6Qz72dvbY29vj42NTYJD318/VnwaNWpEz5492b59e6LBwqS06W1fk1f3N6VNb6qTqccyZf+ktD8pErrXIKYn7/79+00u6+XLl1StWpXnz5+zf/9+oy9N3vZcven+M9WXdK9ER0fTtWtXmjZtSr58+ZLcVrlX3s+9opRKdPuKFSsYOHAgrVq1emNPQYj5/9W5c2fat2/PiRMnKFq0aJw8+/bto1WrVlSoUIFRo0YlWq+E3gcJIcSXTOYsFEKID8jS0pJ8+fIxevRofvvtN6Kioli1apVRnhQpUlC2bFnKlClDoUKFEgwUvg++vr5cvnzZ5Ln0EvvmPzQ01JAnIY0aNWLFihUsXbqU+vXrx5lLzlQ+Pj6Ym5tz5syZBPNERERw6dIlQyA2dp/45o4sUaIEZcuWxc/PL96yzMzMKFu2LGXLlqVFixbs2LGD+/fv065du7eq/5fkbQMdsRIalphQ+ps+BL6qTZs2bNy4kfnz58cbeHZ3dzcMe3tVbFp8wY1hw4YxY8YMxo4dS9OmTd+6zFq1auHu7m54xPbcix1+l1AZr9ZpxowZlC5dOk5v2OrVq3P37l1DD+J8+fIZHWvixImGY+l0Oh48eGC0f2RkJI8fPzYpuJM2bVqCg4MTzZOUNr3Na/L6sUxpU/LkybGysnrnY5myf1La/ylERkZSq1Ytzpw5w59//hlneOTbnqs33X+m+pLulYULF3Lp0iXatWvHjRs3DA+I+XLqxo0bhv+F8ZF75d3uldi5mxP7Umnbtm00a9aMKlWqMHPmzETLe1XsF1jx/b37559/qF69OtmzZ2f16tWYm8ffvya2XvHNZyiEEF86CRYKIcRHEtsbML43zR9LtWrVCAsLY82aNSbl9/LySnBRiEuXLhnyJKRRo0bcu3ePy5cv06hRo6RX+D92dnaUKlWKvXv3xunJFmvlypVERERQtWpVwz4lS5Zkz5493Llz562PDTEfeLp3786GDRs4fPjwO5X1pYl9fWNf71iRkZFcv3490df/ferduzfz5s1jypQphvkQX5crVy5OnjxpNB8lwJEjR7C1tSVTpkxG6dOnT2fo0KH8+OOP9O3bN8EyL1++bDQEMrbM2O0AkyZNYtu2bYZH7LDP2O3Hjx832v/u3bvcvn3bsB0gKCjIqBdUrNhFZKKjo4GY+T9fPVazZs0SPdbx48fR6/VGx4qPUoobN27EGYL/uuzZs2Nubh7nOJGRkZw+fdroOKaev4SY2iatVkuOHDni5Is9lre39xunMTC1rklpf3wS6oWU0L0Wm2bKvabX62nWrBk7duxg6dKllChRIk6etzlXptx/pvqS7pXAwECioqIoUqQI6dOnNzwgJpCYPn16tm7dmmBb5V55t3vF19cXgOvXr8e7/ciRI9SsWZO8efOycuXKBIN68YmdAuP1v3dXr16lYsWKpEyZks2bN8c7lUms2Hq9vgCMEEJ8FT7tYsxCCPH12blzp9Lr9XHSx40bpwA1efJkQ5qXl5eqUqWKyWUPGTJEAerhw4dG6QEBASogIOCN+wcHByt3d3fl7u6uLl26FGd7UFCQGjFihOH5zz//rAC1du1ao3zh4eEqf/78KmXKlCoiIiLR+v38889qzJgxRvsDqlOnTobn169fV4CaMGFCgnXfs2eP0mq1qmTJkio0NNRo27Vr11SqVKmUu7u7Cg4ONqTv3bvXsM/z58/jlLlz504FqFWrVhnSmjdvruzs7OLkffTokbK1tVU1atRItC2myJYtmypRokSS9nmfZcVX53nz5ilAHTt2zCj9wYMHytLSUlWsWNHoup4xY4YC1Ny5cw1pJUqUUNmyZYtzvISuc1PP3fjx4xWgBgwYkGi+5cuXx3k9Hz58qJydnVX9+vXj5NVqtapx48bx3q+xDh8+HOfaDA8PVz4+PqpAgQJvrLtSSvn6+qrvvvtORUdHG9IGDhyoNBqNOn/+vCEte/bsKnny5OrRo0eGtOjoaOXn56ccHBxUZGRkoscJDQ1VyZMnV1WrVjVKb9KkibK1tVWPHz82pD148CDO/tOnT4/zNyohFStWVO7u7iokJMSQNmfOHAWov/76y5CWlPP38OFDdeHCBfXy5cu3atPYsWPjXMMXL15UZmZmqm/fvkb737x5U124cMEoLSl1NbX98blw4YIC1JQpU4zSIyMjVcqUKVXOnDlVeHi4IX3z5s0KUIMHD060XKWU6tixowLUrFmzEs2XlHNl6v33qlWrVilA7dq1y+R9lPr87pULFy6otWvXxnkAqnLlymrt2rXq7t27iR5L7pW3v1eUUipt2rSqadOmcdLPnz+vXFxcVLZs2Yz+778uvr91ISEhKkOGDCpFihRG72Hu3bunvL29VerUqdX169ffWLfu3bsrJyenRP+HCCHEl0rmLBRCiPesS5cuhIaGUrNmTXx9fYmMjOTgwYOsWLGCdOnSGS0G8b6UKVMGePNCJ8mSJWPt2rVUrlyZXLly0aRJE8NQ3JMnT7Js2TIKFSpkyN+2bVvmzp1L3bp1+eGHH8idOzePHz9mxYoVnD17loULF75xZeXXF1JIzI4dOwxzHr3q+++/p3jx4kycOJEePXqQM2dOWrRogbu7OxcvXmT27Nno9Xo2b95sNBF6sWLFmDZtGl26dCFjxow0btzY8JpcvnyZJUuWYGlpSapUqd5YNxcXF1q2bMmMGTO4cOGCUU+Cy5cvs3jx4jj7uLm5Ua5cOZPbb6q9e/eyd+9eIGa14pcvXzJy5EgAihcvHu+KwG/L1dWV/v37M2zYMCpWrEj16tW5dOkSM2bMIF++fPGuqPw+rV271jC5fJYsWeKc53LlyuHm5gZAnTp1KFiwIC1btuT8+fOkSJGCGTNmoNPpjBaGOHr0KM2aNcPFxYUyZcqwZMkSozILFy5sWOWyQIEC1K1bl/79+/PgwQN8fHxYsGABN27ciHcF7PhMmDCB6tWrU758eRo0aMDZs2eZNm0arVu3NrqO+vXrR5MmTShQoABt27bFxsaGZcuWceLECUaOHBnvauqvsrGxYcSIEXTq1Im6detSoUIF9u3bx+LFixk1ahTJkyc35PXy8qJ+/frkyJEDa2tr9u/fz/Lly8mVK5dJw+1HjRpF4cKFKVGiBG3btuX27dtMmjSJ8uXLU7FiRUO+pJy/adOmMWzYMHbt2kXJkiWT3KaOHTsye/ZsqlSpQq9evbCwsGDy5Mm4ubnRs2dPo2M1a9aMPXv2GA2DT0pdTW1/fDJkyICzszMzZ87EwcEBOzs7ChQoQPr06Rk3bhwtW7akRIkSNGzYkKCgIH755RfSpUtH9+7dEy33559/ZsaMGRQqVAhbW9s490rNmjWxs7NL0rlKyv0HGP4OnTt3DoBFixYZ5lp8dUXmhHxu94qvr6+hd9vr0qdP/8aFVEDulXe5VyBmAbG1a9eilDL0yn3+/DkVKlTgyZMn9O7dm02bNhntkyFDBsN7menTp7Nu3TqqVauGp6cn9+7dY+7cuQQGBrJo0SKj9zAVK1bk2rVr9OnTh/379xvNExrf//Nt27ZRrVo1mbNQCPF1+sTBSiGE+Or89ddf6ocfflC+vr7K3t5eWVpaKh8fH9WlSxcVFBRklPd99Sz08vJSXl5eJpdz9+5d1b17d5UpUyZlbW2tbG1tlZ+fnxo1apR69uyZUd4nT56o7t27q/Tp0ysLCwvl6OioSpUqFW+PgITq9zoS6FmY0GPRokWGvHv37lU1atRQKVKkUBYWFsrT01O1adNG3bhxI8HjnTp1SjVr1kx5enoqS0tLZWdnp3LmzKl69uwZp0dmQj0LlVLq6tWryszMTDVv3tyoLQk9Eurx9649C2PPc3yPIUOGvHH/18+/Ugn3LIw1bdo05evrqywsLJSbm5vq0KGDevLkiVGeD9GzMLG2Ek/PpeDgYNWqVSvl4uKibG1tVYkSJeK0KbatCT3mzZtnlD8sLEz16tVLpUqVSllZWal8+fKpv//+O9F6v27t2rUqV65cysrKSqVJk0YNHDgw3t5Pf//9typRooRKkSKFsrS0VDly5FAzZ85M0rF+//13lTlzZmVpaakyZMigpkyZEqfnS+vWrVXWrFmVg4ODsrCwUD4+Pqpv375GvX/eZN++fapw4cLK2tpaubq6qk6dOsW7v6nnL/a1jq83miltUkqpW7duqTp16ihHR0dlb2+vqlatqq5cuRInX4kSJVR8b4OT8lqb2v74/Pnnnypr1qzK3Nw8zjW3YsUKlTt3bmVlZaWSJ0+uGjdurG7fvv3GMps3b57odf16TylTzlVS77/E8prqc7tX4mPK365Xyb3y9vfKyZMnFaD27dtnSHvTe4ZX/0dv3bpVlStXTqVKlUpZWFgoZ2dnVb58ebVjx444x0rK//PYHsLbt283qR1CCPGl0SiVhJnFhRBCCCGEEEKIj6RMmTKkTp2aRYsWfeqqGPz444/s3buXEydOSM9CIcRXSYKFQgghhBBCCCE+S0eOHKFYsWJcuXLloy2qlZjHjx/j5eXFypUrqVy58qeujhBCfBASLBRCCCE+AzqdjocPHyaax97ePtGVGYUQQgghhBDiXckCJ0IIIcRn4NatW6RPnz7RPEOGDGHo0KEfp0JCCCGEEEKIb5IEC4UQQojPQKpUqdi2bVuieWJX6BVCCCGEEEKID0WGIQshhBBCCCGEEEIIIQDQfuoKCCGEEEIIIYQQQgghPg9fxDBkvV5v+F2WphdCCCGEEEIIIYQQImleHVys1Sbcf/CLCBYCPH/+/FNXQQghhBBCCCGEEEKIL5qDg0Oi27+YYCGAtbW19CwUb6TT6bhy5QoZM2bEzMzsU1dHiA9OrnnxrZFrXnyN5LoW3xq55sW3Rq558TlQShEeHv7GfF9EsDA2QKjRaCRYKN5Io9GglJLrRXwz5JoX3xq55sXXSK5r8a2Ra158a+SaF5+TN12DssCJEEIIIYQQQgghhBACkGChEEIIIYQQQgghhBDiPxIsFEIIIYQQQgghhBBCAF/InIWm0Ov1REVFGS0DLb5Ner0epRQRERGJLgUuYuYpMDc3lwl2hRBCCCGEEEIIAXwlwcLIyEhu3bqFXq//1FURn4HYSWNv374tE8eayNHRkZQpU8r5EkIIIYQQQgghvnFffLBQKcWDBw/QarWkTp1agh0CpRSRkZFYWlrK9fAGscumP3r0CAA3N7dPXCMhhBBCCCGEEEJ8Sl98sFCn0xEWFkaqVKmwsbH51NURn4HYoejW1tYSLDRB7H3z6NEjUqRIIUOShRBCCCGEEEJ8Ei9evODSpUucP3+eCxcuEBwczIABA/D09Exwn6dPn+Lo6PhW05Bt3LiRmTNnMmfOHFKlSvUuVf+qfBXBQgALC4tPXBMhvlzW1tYAREdHS7BQCCGEEEIIIcQHpdfrOXbsGBcuXDB63Lx505DH09OT8PBwtm7dysaNG8maNWucctauXUvLli0pUaIEK1asMHy2NcXTp09p3749Dx48oEyZMmzduhUPD4/30r4v3Re/+oMsaCLEu4vtgSn3kxBCCCGEEEKID23AgAEUK1aMdu3asX79eszMzKhbty5//PEHhw4dIjg4mICAAI4ePYqTkxOlS5fmyJEjhv2VUowePZr69etTuHBhdu3aRa1atQgNDTW5DoMHDyY0NJQdO3YQHh5OmTJljIKV37IvvmehEEIIIYQQQgghhPgyBAUFMWPGDHr06MGQIUMSnVIuderU7Ny5k5o1a1KuXDm+++47XF1defHiBbt372bw4MH89NNP7Nmzh++//57vv/+eZcuW4eLikmgdjh07xqxZs5g4cSJFixZj0aI91K8/mnz5VnLyZCPSpPm2exhKsFAIIYQQQgghhBBCfBRTpkzBwsKCvn37mrT2RLJkydi8eTNTpkzh+vXrPHr0iOjoaJYtW0bt2rUBKFGiJLNm7aR167m4u4/Fzs4aV9fkpEyZHDc3F1KlSkHq1Clxd0+Jo6MtfftuxcVlMevW1WfkSC1PnqQHZmNlFYq5uax98MUPQ/7S3b9/nx9//JHMmTNjb2+Pt7c333//PTt37gTA0tKSP//8M85+rVq1MtwUAGXLlsXS0pLx48fHyVujRg0sLS0ZPny4Uf6ePXsmWK/g4GB69uyJj48PdnZ2eHl50aZNGwIDA+NtQ48ePciSJQsODg6kSZOGEiVKMGvWLKMuwBkzZsTS0hJLS0ucnJzInTs3c+fONSprz549hjyvP+7fv29URnyPVq1aJXK2Y4wZM4bixYvj5OSEq6vrG/MLIYQQQgghhBBfg8jISCIjIz/Z8R8/fsysWbPo0KEDyZIlM3k/W1tbfvrpJ+bMmcO6devYsmUnnp51+PlnLXXrmpE2rTlNmxYgMnImVlYTiIgYwc2bPTh6tDUbNtRk9uxiDBuWmfbtk9GokRW3bg3G1vZ7UqbU8OOPetaujSYgIIqQEAtSpZJ+dXIGPqEbN25QsmRJnJycGDNmDNmzZycqKopt27bRtWtXzp49m6Ty0qZNy8KFC+nTp48h7c6dO+zcuRN3d3eTywkODqZo0aJYWloybdo0smbNys2bNxkyZAiFCxdm7969eHt7A3Dt2jVDG4YPH0727NmxsrLi7Nmz/PHHH6ROnZpq1aoZyh4yZAitWrUiNDSUNWvW0L59e1KnTk3FihWN6nD27FkcHR2N0lKmTMnBgwcNi9ocOnSI+vXrG+U15VuJyMhIateuTcGCBZk3b57J50UIIYQQQgghhPiSvHjxgiNHjrB//34OHDjAkSNHsLOzY9q0adSqVeuj12fq1KkopejWrVuS9gsJgcOHNRw4oOHgQQ1Hj2oIC9NgY6PIl0/xww96ihRRFCigcHaO3UsBUej18OTJc65cuU5AwA2uXbtJmjQp+OGHhoDu/TbwKyHBwk+oa9euaDQaDh48iJ2dnSE9W7ZstGjRIsnlVa5cmdWrV3Pw4EEKFy4MwKJFiyhbtiy3bt0yuZzBgwdz7949Lly4YFg63NPTk02bNpE1a1a6devGhg0bDG0wNzfn8OHDRm3w9vamevXqcRbMcHBwMJTZu3dvJk2axI4dO+IEC1OmTInz/+9wg1d7AiZPnjzevG9apGPIkCEALFy4MNF8QgghhBBCCCHEl+Tx48ccOHCAAwcOsG/fPk6dOoVOp8PFxYXChQszdOhQDh48SIMGDWjUqBF9+vThwIEDbNq0ibt37zJ27FhKly79Qer29OlTpk+fTtu2bd84yu/2bQyBwQMHtJw9C3q9BldXReHCiqFDY4KDuXIpLC0TP65WCy4uDri45KRgwZzvsUVfr68yWBgaGsqlS5c++nEzZ86Mra2tSXmDg4PZsmULw4cPNwqyxYovUPYmlpaWNGzYkAULFhiChQsXLmTMmDGMGDHCpDL0ej0rV66kYcOGhqBeLBsbG9q1a8eQIUMIDg5GKcW2bdsYMWJEvG2A/6+yG99x1q1bx5MnT7CwsEhCK4UQQgghhBBCCPEqpRQNGjRg7dq1QMzIwyJFitCiRQuKFi2Kr68vWm3MTHQ//vgjS5YsoXv37ixduhQzMzOKFCmCvb09FStWpFOnTowaNcrk+IYpTp06xYgRI4iIiKB79+5G2/R6OHcODh7UGgKEgYExsYSMGRVFiig6d9ZTuLAiY0ZIIMwg3qOvMlh46dIlChQo8NGPe+TIEXLnzm1S3qtXr6KUInPmzO+1Ds2bN6d06dJMnjyZkydPEhISQpUqVUwOFj58+JCnT5/i6+sb73ZfX1+UUob6K6XIlCmTUR53d3fCw8MBaN++PWPGjDFsGzBgAEOGDCEiIoLo6GiSJ0/ODz/8EOc46dOnN3ru6enJP//8Y1IbhBBCCCGEEEKIr5Fer2fnzp0ULVoUa2trQ/ru3btZu3YtY8aMoU6dOnh5eSVYhkajoUmTJpQqVYoTJ05QrFgxkiVLhl6v57fffqN///5s27adPXt2v3FV4TfZs2cPAwcO5MiRI6RNm5bffvsNd3d3bt+GxYu1HDyo4dAhDc+eaTA3V+TJo6hdW0+hQjE9CFOmfKfDi7f0VQYLM2fOzJEjRz7JcU31pqGyb+u7777Dx8eHNWvWsGfPHho3boy5edJf5nep34EDB9Dr9TRv3jzOxKk9evSgWbNm3L9/n379+tGuXTt8fHzilLFz504cHBwMz6X3oRBCCCGEEEKIr0FISAiHDh0iRYoUuLm5kTJlSizfNJYWuHfvHq1bt2bbtm107tyZyZMnG7ZNmDCBXLly0aNHjwRH+L3Ow8MDDw8Pnj6FXbs0nDxpzokTXXF17cDly1py5LhJixaulCgRE7h75SO6SR48eEC9evXIkCEDq1atokqVKpibm7N6tYaOHc3Q6aBwYUWPHjG9BvPlU7zHzoziHXyVwUJbW1uTe/h9Kj4+Pmg0mjcOl3ZwcODZs2dx0p8+fYqTk1O8+7Ro0YKZM2dy4cIFDhw4kKR6ubq64uzszMWLF+PdfvHiRTQaDRkyZEAphUaj4fLly0Z5Yhc/iW+xkRQpUuDj44OPjw/Lli0jT548+Pn5kTVrVqN86dOnf6uh2EIIIYQQQgghxOcqMjKSSpUqcezYMaP0ZMmS4ebmZvRImTIlqVKlImXKlDx+/JjevXtjYWFB06ZNmTFjBk2bNiV37tycPHmS7du3s2TJkjcGCp8+hVOnNJw4oeHkSQ2nTmm4ejVmHzs7Re7cipo1zbl79wirV99k7ty0TJxohZmZws9PUby4Mjl42K9fPzQaDX/++Seurq6EhEDPnmYsWKClTh0906frSMKCyOIj+iqDhV+C5MmTU758eWbOnEnnzp3jzPn39OlTnJ2dyZQpE6dOnaJZs2aGbTqdjn///ZeWLVvGW3aDBg3o27cvOXPmjBOEexOtVkudOnVYtmwZQ4YMMZq3MCwsjFmzZlG+fHnD4iJly5blt99+o1OnTgnOW5iQtGnTUrduXQYOHIi/v3+S9hVCCCGEEEIIIb40/fv3559//uGvv/4iefLkBAUF8eDBA+7fv2/088yZMzx48IDg4GDDvtWrV2fmzJk4OTlx8uRJOnfuzL59+5gwYQIZMmSIs7qxKYHBKlX05M4dM/w3UyYwM4vZV6/3IyioH3fvDmbr1lMcOWLDnj0aFi/WMnGi5o3Bw927d7N48WKmTJnHli0pWbtWy7ZtGszMYPbsaJo1UzL34GdMgoWf0C+//ELJkiUpXLgwQ4YMIUeOHERHR7Njxw5mzZrFv//+S7du3WjXrh2ZM2emTJkyvHz5khkzZvDkyZN45/qDmG8kAgMD3zh09+HDh5w+fdoozd3dnREjRrBr1y4qVarEmDFjyJYtGzdu3GDIkCFERUXxyy+/GPJPnTqVkiVLUrBgQQYNGkSOHDnQarUcP36cS5cukSdPnkTr0LlzZ3Lnzs2JEyfw8/MzpD948MAw72EsFxeX9zIcOTAwkODgYAIDA9HpdIZz4OPjg729/TuXL4QQQgghhBBCvG7btm3MmDGDX375hTJlypi0T2RkJA8ePODly5dkypTJ0HNw2rRplCpVigEDBuDv78/06dM5fdr8v+HESQsMxker1TJ9+nTy5s3LqlUjGTFiBG3agFJw+TLs3atNMHhYqFAkHTvuxtn5IH36FCQqSkOBAnqGDtVTr56eNGne+VSKD0yChZ+Qt7c3R44cYezYsfTt25d79+7h6upK7ty5mTZtGhDTS1ApxS+//MJPP/2Era0tefLkYceOHbi5uSVYtilDeJcvX87y5cuN0oYOHcqAAQPYt28fo0aNolOnTty/f5/kyZNToUIF5s+fj6enpyF/hgwZOHr0KOPGjWPQoEHcvn0bKysrsmTJQvfu3Wnfvn2idciaNSvlypVj2LBhrF+/3pCePXv2OHn37dv3XhauGTZsGIsWLTI8z58/PxDzh7tEiRLvXL4QQgghhBBCCPGqgIAAhg4dSp06dd74OflVlpaWpIknulakSBGaNWvG5MmTcXEpz9q1bejY0Rw7O0WuXEkLDCbE19eXfv36MXr0aMqUKUPJkiXRaCBzZsicWZ9I8NAGGI6fXyhNmuipUUMChF8ajfpQK228R0opQkJCsLGxiTP+Pjw8nFu3bpE2bVqjlYDEt0spRXh4ONbW1iZP7Pqtk/voy6bT6bh06RKZM2fG7G3eBQjxhZFrXnyN5LoW3xq55sW3JCwsjGLFivHs2TOOHTv2TvPzP3wIv/+u5c4dePgwgr/+OkNkZEEyZVIMHqyjdm31VoHBhERGRvL9999z4MAB1q1bR6lSpd6QP4o0aUpQq1ZZZs4c/v4qIt4LpRRhYWE4OjomGi/RfsQ6CSGEEEIIIYQQQnxTunfvzuXLl5k4cSIOSV1S+D8vXsDIkVoyZzZn8mQtp05pCAmxpkKFfMyZE83p09HUq/d+A4UQ07NxzZo1FCtWjO+//56dO3cmmn/Hju08fXqcDh1qv9+KiI9KhiGLr8rYsWMZN25cvNuKFi3Khg0bPnKNhBBCCCGEEEJ8qxYtWsTcuXOZNWsWGTNmTDRvWBgEBkJgoIabN+HmTY3h9/PnNYSGQqdOevr00ePi8pEaANjY2LB69Wrq1q3L999/z9q1axOcc3H58uVkyZKFnDlzfrwKivdOgoXiq9K2bVtq165NREQEVlZWRt1qbWxsPmHNhBBCCCGEEEJ8K/R6PSdOnKBz5840a9aMZs2acenSJQBu34YNG7SvBARjAoRBQf///KrVKjw8wNNTkS4dlCqlp0ULPV5en6Y91tbWrFq1inr16lGzZk38/f0pW7asUZ6XL1+yfv16+vTpI1OCfeEkWCi+KsmTJydZsmQyZ6EQQgghhBBCiA8qPDyc69evc+3aNa5du2b4/erVq9y4cYOIiAiyZcvG1KlTDfusXaulY0dzXr4ET8+YYGDWrFCpkh5PT4WXF3h5xQQKLSw+YePiEV/AsFy5cobtGzdu5OXLl9SvX/8T1lK8DxIsFEIIIYQQQgghhIjH06dPCQgI4OrVq0aBwWvXrnHnzh1i14y1srIiXbp0ZMiQgXLlyuHt7Y23tzdFixbF1taWFy90jBrlwapVltSqpWfmTB3vsM7JJ2NlZcXKlSupX78+tWrVYs2aNZQvXx6IGYKcP39+vL29P3EtxbtKUrBw8uTJbNy4kStXrmBtbU3+/PkZOnToG8fd//bbb8ydO5fbt2+TPHlyatSoweDBg2XVVSGEEEIIIYQQQnyW5syZQ5cuXdDpdEDMSLbYIGDhwoUNv3t7e5M6dWq02rhryN69C1OmaPnjD3OePLFk2rQo2rSBL3kQnJWVFStWrKBBgwbUrl2b1atXky9fPrZu3ZrgGgLiy5KkYOHBgwdp3bo1uXPnJjo6mhEjRlCrVi0OHz6MnZ1dvPusWrWKYcOG8euvv1KgQAECAgLo1KkTGo2GUaNGvZdGCCGEEEIIIYQQQrwvU6ZMoW/fvrRt25ZWrVqRPn16nE3sCqgUHDigYcYMLevWabCygsaNdVSpcoXy5dOj0bznJYs/ASsrK5YvX07Dhg2pXbs2tWvXRqfTUadOnU9dNfEeJClYuHr1aqPnM2bMIGPGjJw+fZoiRYrEu8/Ro0cpUKAAdevWBcDT05PatWtz/Pjxt6yyEEIIIYQQQgghxPunlGLEiBGMHDmSvn37Mnz4cJPmwg8Ph3/+0XD4sIaFC7X8+6+GjBkV48fradpUj729jkuXIj9CCz6eVwOGy5Yto0yZMqRKlepTV0u8B+80Z2FISAgAyZIlSzBP/vz5WblyJSdOnMDPz48bN26wbds26tWrl+A+ERERREREGJ7HzgGg0+ni3KR6vR6llOEhROx1INeD6WLvH71eb+hiL74csa+ZvHbiWyHXvPgayXUtvjVyzYvEKKWIjIzEysrqox+3b9++/PrrrwwfPpzevXuj1+vj5NPr4fJlDcePazh+XMuxYzHBwagoDZaWinLl9IweraN0aT2xI5O/1mvezMyMxYsXM2zYMKpUqfLVte9rY2qcRKPeMqKi1+tp2LAhz5494++//04076xZsxg0aBBKKaKjo2nZsiWTJ09OMP/YsWONxrnb29tz9uxZbt68GadhSik0Gg0eHh5YWlq+TVNEEkRGRpI/f35mzZpFgQIFPnV1xBsMGTKE0NBQJkyYkGi+yMhIw+S8soK0EEIIIYQQ4mMICwvj5s2b8T5evnxJoUKFqFatGiVLlvzgax7odDpGjhzJ2rVr6d+/v9GKvkFB5pw7Z8vZszGP8+dtefEiZiixt3c42bKFkj17zCNTpnAsLKTjivg8aTQavLy8cHR0TPSz/1sHC3v06MH27dv566+/8PDwSDDf/v37adWqFT/99BN+fn5cv36dfv360bx5c3r37h3vPgn1LLS0tIzTmIiICG7fvk3atGm/qAVTWrduzaJFi+KklytXjo0bN5IpUyZu3rzJokWL4vTCzJUrFxcuXGD27Nk0a9bMaNv48eMZMmQII0eOpGfPnkmq07Jly5g0aRIBAQE4OTlRoUIFxowZg4uLiyHPtGnT2LRpE3/99ZfRvrt372by5MkcO3aMsLAwvLy8qFChAt26dcPDw4OFCxfSq1cvHjx4EOe4sasp1ahRgxs3bpA5c2a0Wi0BAQFG19a9e/fIkCEDOp2OS5cukS5dOkP+o0eP8t133wEx10tERARWVlZoNBoOHTrEmDFjOHLkCGFhYfj4+NCsWTO6dOmCmZnxXBG7d+/m559/5tixYzx//pzUqVPj5+dH+/btKVasGAB79uwxrPYEkCJFCvz8/Bg9ejTZs2c3pCf2Gvfu3duojPhs3bqVEiVKJLj93r179O3blxMnTnD16lU6derEpEmTjPI8evQIX19fjh49muiKVOHh4dy6dYs0adJ89G/vxLvT6XQEBATg4+MT55oW4msk17z4Gsl1Lb41cs1/e5RSnDt3Dn9/fw4ePMiVK1e4e/euYXuKFCnw8fEhU6ZM+Pj4YGNjw5o1azh8+DDOzs6sXr06wenP3qYuw4YNY9WqVfj5+VG0aFH27duHv78/v//+O40bN+bpU/j9dzNmzzbn9u2YOIS7uyJfPj158+rJl0+RO7ceJyfTjinXvPgcxPbafVOw8K2GIffu3ZstW7awefPmRAOFAKNGjaJevXqGoFa2bNl4+fIl3bt3p2fPnvGuFmRlZWUUsFBKERISgpmZWZzGaLVaNBqN4fElqVChArNnzzZKiw1wAaRNm5aFCxcafaNx5MgRgoKCsLOzi7fNCxYsoGfPnixYsIBevXqZXJeDBw/yww8/MHHiRKpUqcLdu3fp1KkTHTp0YNWqVUDM6/Dbb78xZMgQo+POnj2bLl260LRpU1asWIGXlxe3bt1i8eLF/PLLL0yYMMGQP6HX6PXX0MPDgyVLltC3b19DnsWLF+Ph4UFgYGC8r/nrZWs0Gv78808aNWpE8+bNGTFiBM7OzuzcuZP+/ftz5MgRli1bZthv5syZdOvWjcaNG7NkyRK8vb159uwZe/bsoXfv3hw5csToOGfPnsXR0ZF79+7Rr18/vv/+ey5cuGDUwzWh19jOzo7AwEBDWo8ePXj+/LlR3uTJkyd6TUdGRuLq6kr//v2ZOnVqvNeDq6sr5cqVY/bs2YwdOzbBsmL31Wq18o/rC2ZmZiavn/imyDUvvkZyXYtvjVzz34YFCxYwYcIELl++jJOTE6VKlaJZs2ZkzJiRTJkykTFjRpInTx5nv27dunHlyhU6dOhA3bp12bVrF1mzZn2nuiil6NmzJ9OmTaNhw4ZcvXoVf39/tFotS5YsJVu2WgwZomXmTC0REdC0qZ7y5RX58imMwx8aIOnXrlzz4lMytb9gkoKFSin69OnDpk2b2LBhA15eXm/cJywsLE5AMPbG+NbnlLO0tEx08s8GDRowdepUbt26Rdq0aQGYP38+DRs2ZPHixXHy7927l7CwMIYOHcqSJUs4dOgQhQoVMqkuhw8fJl26dHTu3BmA9OnT06ZNGyZOnGjIc/LkSa5du0blypUNabdv36Z79+507tzZKG+6dOkoVqwYT58+Nen4r2vSpAkLFiwwChYuWLCAJk2aMHr0aJPKePnyJR06dKBq1ar89ttvhvQffviBlClTUqtWLVatWkW9evUIDAykZ8+edO3aNc6Q3Zw5cxrOy6tSpkyJs7MzqVKlokuXLtSqVYuLFy+SM2dOQ57EXuNX021sbIiIiEjSZLDp0qUzDOdfsGBBgvmqVKnCkCFDEg0WCiGEEEIIIcTrbty4gb29PcmTJ4+3o8+bKKUYPXo0w4YNo1atWkyYMIEyZcokOoVYVBQ8fgyPHsGjRxoePcpElSobuXhxIUWLnqRs2Qx4eNiQKhV4eCiqVVMm9+7T6/V069aNWbNmMX36dNq0aUN0NGzfHs6mTRoGDbIjIECDvb2ibVs93brpcXdPcrOF+OIlKVjYq1cvVq9ezdKlS7G3tycoKAgAR0dHbGxsAGjfvj3u7u4MGTIEgIoVKzJjxgxy5sxJ3rx5uXbtGqNHj6ZixYoSTX8DNzc3ypUrx6JFixgwYAChoaGsWrWK7du3xxssnDdvHvXr18fCwoL69eszb948k4OFBQsWZNCgQfz1119UrFiRBw8e4O/vT8WKFQ159u/fT8aMGXFwcDCkrVmzhsjIyASHPJu6tPzrqlWrxuzZszlw4ABFihThwIEDPH36lKpVq5ocLNy+fTuPHz+mR48ecbZVrVqVjBkzsmLFCurVq8fatWuJiopKsB2J9fB79uwZK1euBPgs583Mly8ft2/f5saNG6RLl+5TV0cIIYQQQoj3av369WTPnj3RaXdE0vn7+9OgQQMAzM3NcXV1JWXKlLi5uZEyZUqj393c3AwPFxcXzMzM0Ov19OnTh6lTpzJs2DD69etHVJSGffs0/POPhocP4fHj2J+xgUF4+jTuZy9zc3uSJWtHRMQVtm69hLNzOkJC7HnxwgoPDz1z5ugpUybxzkgvX+pp02Yoq1dfpHXrHTx/XoJmzTT8/beGp08dcHdXVKmiZ8IERenSiv9CHEJ8k5IULJw7dy4QE2h51fTp02nUqBEQ09Ps1W8cevXqhUajYdSoUdy7dw8XFxcqVqzIoEGD3rXuCQoNhUuXPljxCcqcGWxtTc+/efPmOCtJ9+3bl379+hmet2jRgr59+9K/f3/WrFmDt7c3uXLlilNWSEgI/v7+7N27F4CGDRtSunRpJk+ejL29/RvrUrhwYRYsWEDjxo0JDw8nOjqaKlWqMHXqVEOewMBAUqdObbRfQEAAjo6OuL/nr1vMzc1p1KgR8+fPp0iRIsyfP59GjRphbm76JXvlyhUAfH19492eOXNmQ54rV67g6Oho1LPP39+fVq1aGZ7v3buXHDlyGJ6nT58eiOnBCDH3xevHMuU1/tBiX7PAwEAJFgohhBBCiK/K1q1bqVOnDra2towcOZKOHTu+VQ84YSwyMpKffvqJMmXK0K5dOx48eMD9+/d58OABQUFBXL16lUOHDhEUFMSLFy+M9tVqtbi6umJnZ8e1a9cYMWI2bm4tqF9fy/btGl680ODgoEiZElxcFClSQKZMULiwnhQpwNVV4eICKVJAihQx252cQKOB8+cjqVmzLtevX//vaJ5YW++hUqV0dOigo2xZxb17Gu7cgbt3Ndy9C3fuaLh3D5480QBjAJgzBxwcFD4+0LGjnmrVFLlzK+TSESJGkoKFT548eWOejRs3Gh/A3Jy+ffsaDSf90C5dggIFLD7a8WIdORJF7tym5y9ZsiS//vqrUdrr8zRUrlyZTp06sW/fPhYsWECLFi3iLWvFihV4e3sbFvnIlSsXnp6erFq1ipYtW76xLufPn6dnz5789NNPlCtXjvv379OvXz86derE77//DsQMKX99EZkPuXpu8+bNKVGiBCNGjGDNmjXs3buX6OjoJJdj8tLgr7WjfPnyHDt2jLt371K2bNk4S8Dv3LkTW1tbjhw5wrhx45g+fXqcMk15jT+02F6/oaGhH/W4QgghhBBCfEghISF06NCB0qVLkzlzZnr06GFYoMLHx+dTV++L9vvvv3P9+nVWrVpltIhjfF6+fElQUBDXrz/m3LmXBAREcuMG3L1rhY9PHgYNSo5GoyhQQNGnj55KlfTkzBkT/EuqrFmzcunSJXQ6Hc+ePaNDhw5cuFCFKVP+YcAAM377TYOZmcLdHVKnVqRODcWL6zh0aBVPn/5Nnz6Nady4FB4e8MqAOSHEa95qgZPPXebMMYG7T3HcpLC1tX3jPzFzc3MaN27M8OHDOXr0qGGxkdfNmzeP8+fPGwJDEDMfw/z5800KFo4fP55ChQoZhuHmzJkTOzs7SpUqxbBhw3B3d8fFxYWzZ88a7ZcxY0aePXvGvXv3Eu1d6ODgwMuXL9Hr9Ubf9MXOaegUzyQTOXLkIHPmzDRt2hRfX1+yZ8/O6dOn39iWV+sGcPHixXiHY1+8eJEsWbIA4OPjw7Nnz7h//76hd6G9vT0+Pj4J9mZMnz49zs7OZM6cmYcPH9K4cWN27txplMeU1/hDCw4OBmIWOxFCCCGEEOJjOn36NDY2NmRO6oclE/z0008EBwczc+ZM0qVLR61atWjbti1+fn6MHDmSTp06fRO9DB8/fszu3bsJDQ3Fzs4Oe3t77OzssLW1Nfwe+3j1s01YWBjbtm3jzz//5OnTp0yYMMGwyOOoUaNo3ry5IVCoFAQHw82bcPOmhsBAjeH3mzedCAx0Mho+bGmp8PSEXLkUAwZEU6GC4n1+HDEzMyN58uT88MMPVKtWjcKFT3L9em4iI8HVFWJnPIuKiqJFixacO7eWJUsWUqdOqfdXCSG+Yl9lsNDWliT18PvcNW/enMmTJ1O3bt04Q1oB/v33X06cOMH27duNtj958oSyZcty8eLFBIfixgoNDY0TFHt9IZpcuXLx+++/G/UmrFWrFj/99BOTJk0yWuAk1tOnT3F2diZTpkxER0fzzz//kPuVF+fUqVPA/wN7r2vRogVdunRh2rRpidY/PmXLliV58uRMmTIlTrBww4YNBAQEMHToUKN2TJw4Md52vEmHDh0YP34869at4/vvv0/y/h/SuXPnsLCweOdVw4QQQgghhEiKCxcuULp0aezs7Dh69Oh7nbpoz549zJo1i19++cUw1U6JEiU4ceIEAwcOpGfPnoZehgl91vicRUdHJ9hpQa/Xc+rUKf7++2+2bNnC0aNH0ev1JpVrZWVlCCg+evSI0NBQfH19CQsLI3/+/Pz++++cPHmSly915Mgxjpo1zbh+PSYw+PLl/4OBtrYxwUAvL0XBgnrq1Yv53csLPD0VqVLxUYb0lilThlSpUrF48WImTTIOAkRGRtKkSRM2bdrE0qVLP7vPaUJ8zr7KYOGXIjIykvv37xulmZubkyJFCqO0LFmycO/ePWwTmBBx/vz55MuXj2LFisXZljdvXubPn//GlXCrVq1K+/btmTVrlmEYcs+ePcmXL59hzruSJUvy4sULzp07Z/iGKW3atEycOJFu3boREhJCkyZN8PLy4s6dOyxevBh7e3vGjx9PtmzZKFeuHG3atGH8+PGkT5+ey5cv07NnT+rWrYuH8Rr0Bq1ataJ27dpvXCjl8uXLRs8jIiLInTs306dPp0mTJnTo0IEOHTrg6OjIrl276NevH7Vq1aJu3boAeHp6Mn78eHr06EFwcDDNmjUjXbp0PHnyhKVLlwIkuiCPra0tP/zwA8OHD6dGjRqGYKqpr/Hbiu1p+eLFCx4+fMjp06extLQ0Cgzu37+fokWLGvU6FUIIIYQQ4kMKCQmhbt26pEmThmfPntG0aVP+/vvvJM1BnpCXL1/Srl07ihYtSrt27Yy22dvb8/PPPxt6GebNm5cRI0bQqVOnL2KBzUePHtG1a1f8/f2pXr063bp1o3Dhwjx9+pRt27bx999/s3XrVh48eICjoyNlypRh5syZlC9fnhQpUvDixQtevnz5xseLFy9wcHCiePFquLhkJDDwJcOGTaNBg/VoNHmwtr5Njx52FCump1QpPZ6eMUHAdOlifqZI8XbDiN83c3NzGjZsyOLFixk7diwWFjHTkUVERNCwYUO2bt3KihUr4qy7IIRInAQLP6EtW7bg6elplJYpU6Y4Q30BXFxc4i0jMjKSpUuX0qtXr3i316xZk59//pkRI0YY/nDGp1mzZjx//pwZM2bQp08fnJ2dKVmypNHKwy4uLtSoUYNly5YxatQoQ3r79u3JmDEjU6ZMoW7duoSFheHl5UWVKlXo1q2bId+SJUsYPnw4nTp14u7du3h4eFCjRg1++umnBOtlamCtSZMmcdKuXr1K7dq1cXNzY+zYsZQuXZrw8HB8fHzo168fXbt2NZqnsFOnTvj6+vLLL7/QoEEDQkJCcHFxoUCBAmzcuNFocZP4dOzYkV9++YXVq1cbgpBJeY3fRv78+Q2/nzx5kuXLl+Pl5WVYuAVg5cqVH3RBISGEEEIIIV6llKJ169bcv3+fgwcPEhQURLly5Rg+fDjDhw83yqvT6QgMDCQgIICAgACuXr2Kubk5Q4cOjTNfeqyhQ4dy9+5d1q3bwLZtZixZouXp05iebFptzBBUM7NSfPfdBczMztCr10XGjdtF48Z+9OqVjJQpP8JJeAsbNmygY8eOREZG0qdPH9auXUupUqVIly4dgYGB6PV6smfPTrNmzahYsSKFChUyfMYLC4O7dyE4ODnBwS48fhyzoEfMz5hVh2N+QnCwhuDgmHS9PvbzkDMwEAAzsxCaN9fSuXMUmTJ9klORJI0bN2bKlCls2bKFqlWrEh4eTv369dm5cydr1qyhQoUKn7qKQnxxNMrU1R8+IaUUISEh2NjYxFmEIjw8nFu3bpE2bdoE/5mI9+fMmTNUrlyZixcvmrTK8qeglCI8PBxra+sPtvjKl+Lvv/+mT58+nDx5MtFvceU++rLpdDouXbpE5syZv4hvzIV4V3LNi6+RXNfibV24cAE3N7ePsoieXq8nODiY+/fvExQUZPgZ+zAzM8PJyYlHjx6xfPlyVq9eTfXq1YGYOdIHDhzIwIEDefHiBVeuXOH8+fPcuXOHyMhIIKajQPr06QkMDKR+/frMnj07zvv5w4cPU7x4Q8qXX8alS0W5eVNDtmwKHx+FTgd6fcwj9nedDp48ecbFi1eJjMyGhYU1deooevbU8Ya+AB/N06dP6dGjB4sXL6Zy5cr89ttvuLu7o9fr2bJlCxs3biRPnjxUqFCBNGnSADGBvgMHNOzfH/M4eVJDdLTxuTI3j1lVOFmymFWHY36++vv/05Ili8mbPHnMtF5fmrx58+Lj48O8efOoU6cO+/fvx9/fnzJlynzqqhnI33nxOVBKERYWhqOjY6LxEulZKJIkZ86cjB49muvXr7+xp5349F6+fMmcOXPey3APIYQQQgjx+Xj69Cm9e/dmwYIFmJubU7p0aWrVqkX16tXfecqb58+fM3XqVAIDA+MEBaOjo43yOjo64ubmRsqUKdHpdISEhPDixQtGjx5tCBS+fAnffdebTJmyMWpUJHZ2ttjb18DKyoLs2ZPj5OSAg4MDDg52aLVa3NyusnDhXi5dusx332XB3R3SplWYmUXRpUsEcIP9+82oV0/RurWOfPnUG4bE2vPvv1ry5k1LxYr+HDpUjJIlzTl0KDrBnnNKKU6cOIGnpycpP2BXxG3bttG2bVueP3/O7NmzadasmeEDvFarpVKlSlSqVIn79zEEBvft03L2LCilwcNDUbSoomlTPRkyKJInVyRPHhMAtLf/PIYKfwxNmjRh4MCBVKtWjePHj7N+/XpKlCjxqaslxBdLehZ+I7777jsCAwPj3TZ9+nQaNWr0kWv04XwtPQs/5msm99GXTb6lFN8auebF10iua5EUW7ZsoX379oSEhDB69GiUUvj7+7N37140Gg0lS5akVq1a1KhRI9FA182bN7l48WKcYZoDBgzg119/JWfOnLi5uZEqVap4f7q5ucU7r3pUFBw7pmHnTg27dmk4fFhDVJQGd3dF5sx6NBoNer3i5cswbGxi9tfrY1bcjX3cuBHI/fsPyJDBl5AQBx4+jHlfr9Gcpl8/F3r0SIWTU9LOW7t27Vi/fj3Hjl2kYkUXLCxg//5o7Ozi5l2xYgVNmzYFIEWKFGTLlo1s2bKRNWtWw8/4Fp801fPnz+nXrx+zZ8+mTJkyzJo1yzB9kVIxqw7v26dh/34t+/ZpCAiIab+PT0xwsGhRPcWKxcwh+AV/5Hlv7t+/T7p06bC1tWX9+vUULVr0U1cpDvk7Lz4HpvYslGDhN+LmzZtERUXFu83NzQ0HB4ePXKMP52sJFn7M10zuoy+bvPEQ3xq55sXXSK5rYap///2XvHnzGha2eHV+7KCgINavX4+/vz+7d+9GKUXx4sWpVasW9evXNwpuKaUoWbIkR48e5dSpU/j6+gLw7NkzMmTIQJs2bRgzZoxJddLr4exZ2LVLy86dGvbt0/DihQYnJ0WJEorSpRWlSunx9f1/YOtN13x0dDRVq1bl8OHDODk58eRJGOHhNgwd2p4BA/q/1bm7d+8eWbJkoX379jRrNpYiRcypVk2xYIEuTsCtatWqPHnyhF69enHu3DnOnTvH+fPnuXLliqF3ZerUqcmRIwdjx44lW7ZsCR735s2b3LhxgyxZsuDq6sq+ffto06YNDx48YOzYsbRp05ZLl2ICg7G9B2/diqlQ9uyKYsX0/wUIFe9xQemvztKlS8mSJQu5c+d+c+ZPQP7Oi8+BBAvFN+trCRZ+THIffdnkjYf41sg1L75Gcl0LU7Vo0YL9+/dz4cKFRBcwfPToERs2bGDNmjXs3LkTX19fDh06hJWVFQCbNm2iZs2aODo6UrJkSVavXg3ApEmTGDx4MFeuXCF16tRxytXrYxbSCAjQcOmShr17NezereHhQw1WVooiRRSlSsUECHPnViQ0G44p13xwcDDTpk1Dq9Xi7OxM6tSpqVGjxjvdIyNGjGDcuHH8+++/HDvmTZMm5owbp+PHH/WGgOHdu3fx9vZm+vTptGrVCojp7RceDk+eRHL27HX+/fc6Fy/eYuvWvbi7P+LgwU1otdp4zpeePHnycP78eSBm0cjHj5+QK1dzKlUaw4ULrhw4EHP+zMwUefIoihWLOY9FisQMKRZfB/k7Lz4H30ywMCIigsDAQAlyCAMJFiZdWFgYt2/fxtPT0/AGUnw55I2H+NbINS++RnJdC1PE9k6bMGECnTt3Nnm/06dPU6RIEbp3787IkSPR6XTkzZuXFClS0KJFC1q2bMnu3bvx8/Mjc+bMlCtXnmHDficgQENAAFy5ouHq1ZihsFevQlhY7Jx6Cj+//wcHCxVS2NiYVqdPdc2/fPmSrFmzUrJkSRYsWEDfvlqmTDEjd25F7946KldW/PjjOhYuDCF9+ua8fGnGixcQGvrqysGviyJr1oe0aeNGtWp6XunsycaNG6lVqz6DBq0nIMCdY8dsuX3bk/BwK6ysFPnzx/QYLFZMUbCg4jNdQ1K8B/J3XnwOvpkFTmJvsqioKAkWCvGWwsPDAWQhFCGEEEKIz9gvv/yCs7MzLVu2TNJ+uXLlYuDAgQwbNozq1atz5coVzp07x7p1h3FwyE3atNdp3PgGbm5puXt3EytX5mDBgpjPWRqNwtMzZq68IkX0NG8e83uGDIr06eFL+57Zzs6O9u3bM3HiRHQ6HWPHQvnyigkTtDRqZI5Wq9Dr62Jnd58KFTSkSKHHzo7/HuqV32Oem5tDy5bzuHAhE336uNO9uxm5cimqVdOjFEyd6olG85wRI6ywt1cULqxo1kxRrFg0fn4K+QgrhPgcffGRATMzM2xsbHj06BHm5ubSk0yglCIyMhJAroc3iO2F+ejRIxwdHeUbLiGEEEKIz8T27dtZtWoVffr0IUOGDDx8+JC5c+fSq1cv7OJbkSMeSsGjRzFDht3d++Hm5kHFis+IjMyLuflLvv8+dnGSYUAg9+9fx8srlI4dc5AhQzQ+Pgpvb766gFaxYsUYMmQI//77L7ly5aJMGUWZMjpOnNCzcuVdpkypzOLFo6hSpbJJ5a1cWYocOXLQuXN/8uT5iQ0btPzyixaIJiQkkObNLWjfPivffZfwsGwhhPicfPF/qjQaDW5ubgQGBnL79u1PXR3xGVBKER0dLcHjJHB0dEx0pTwhhBBCCPFx3Lx5k969e7Nu3Trs7OxYuXIl48aN4+7du2g0Gjp27Bhnn8ePYwKCV67w39DhmOHDV69qePbs/++HU6ZsRmjoQfT6Q/z4YzIKF7b8r5cg1K7diu3bt7No0V4KFtR/zCZ/dH5+flhYWHDo0CFy5cr1Srpi+fLJpEz5kPLly5lcXrp06ejevTtTpozh9On61K+fAZ0OatWqyY0b15g16xRa7Wc/+5cQQhh88cFCAAsLC9KnT09UVBRfwBSM4gPT6/Vcv36dNGnSxDvJsPg/jUaDubm59CgUQgghhPjANm7cyMqVK4mMjIz3ERERQWRkJDdv3iR58uQsXLiQKlWq0L9/f8P8hF27dsXFxcVQ5t9/a+ja1YwbN/4fEHR3V/j4KL77DmrV0uPjowwBQTs7WL36LnfuPKNbt5TA/z87zZw5k+3bt1OwYMGPdk4+FRsbG/z8/Dhw4AAdOnQwpEdHR7Ns2TIaNGiQ6OIx8enTpw9Lly4lX758dOvWjfLly/PXX5uYM2eOfCYRQnxxvopgIYBWq5WFGQQQM3GsRqPByspKgmBCCCGEEOKTu3DhAo0aNSJDhgykTp0aS0tL7OzsSJYsGZaWllhZWWFpaYmlpSWpUqWibdu22P+30sW0adOoWrUq06dPp3v37gCEhEDv3mbMm6elfHk9o0fr/gsK8sYFMurUqRNvuqenJz/88MN7bffnrHDhwqxatcoobdu2bTx48IDGjRsnuTx7e3uOHDnChAkTmDRpEqNGjSJt2rQ0aNDgfVVZCCE+mq8mWCiEEEIIIYQQn5uoqChatmyJl5cXBw8exMbU5YJfUbFiRSpWrAjAzp0a2rY1IzgYfvstmh9+UMjMO0lXuHBhJk+eTGBgIJ7/LV+8ePFismXLZjQ0OSlcXFwYO3YsXbp04eeff6Z48eJYWlq+x1oLIcTHIcFCIYQQQgghhPhAxowZwz///MP+/fvfKlAY68UL6N9fy6xZZpQsqWf7dh3p0r2/en5rChUqBMDBgwfx9PTk6dOnrF+/nqFDh77zvOceHh5MmDDhfVRTCCE+CZk8QQghhBBCCCE+gOPHjzNmzBgGDBiAn5/fW5ezb5+GvHnNWbRIyy+/6Pj7bwkUvitXV1cyZcrEwYMHAfD39ycqKoqGDRt+4poJIcSnJ8FCIYQQQgghhHjPrly5Qv369cmVKxf9+vV7qzLCwqBXLy1ly5rh7q44fjyaDh30yHoZ70fhwoUNwcLFixdTpkwZUqdO/YlrJYQQn578mxFCCCGEEEKI9+jff/+ldOnS2Nrasnr16iSvrAtw5EhMb8JZs7SMGxcz7NjH5wNU9htWpEgR/v33X06fPs3+/fvfamETIYT4GkmwUAghhBBCCCHeA6UUBw4coFy5cqRKlYqdO3fi4eGRpDIiImDAAC0lSpjh7Kw4diyaH3/UY2b2gSr9DStUqBBKKX788Ufs7e2pUaPGp66SEEJ8FmSBEyGEEEIIIYRIgmPHjtGvXz+0Wi1p06bF3d2dK1eucOjQIYKCgihYsCDr16/H2dnZpPKUgoAA2LNHw/TpZly+DMOG6enZU4+5fGL7YDJmzIirqysHDx6kWbNm2NnZfeoqCSHEZ0F6FgohhBBCCCGECXQ6HWPGjKF48eK8fPkSNzc3AgICWL58OY8fP6Z58+asW7eObdu2vTFQeOMGLFigoWVLM7y9zcmWzYLOnc1wcVEcPhxN374SKPzQNBqNYVXkJk2afOLaCCHE50P+/QghhBBCCCHEGwQGBtKyZUv2799P3759GTRoUJLmInzyBDZv1rBnj5bduzXcuKFBo1HkygX16ukpUUJRtKjC0fHDtUHEVaNGDe7evUvx4sU/dVWEEOKzIcFCIYQQQgghhEjEqlWr6NSpE46Ojmzfvp1ixYolaf9//4UaNcy5fVtD9uyKqlVjgoPFiimSJ/9AlRYmadq0KU2bNv3U1RBCiM+KBAuFEEIIIYQQIh7Pnz+ne/fuLFy4kLp16zJ9+nST5yGMtXOnhnr1zEiXDnbtisLL64NUVQghhHhvJFgohBBCCCGEEK85duwYzZo1IygoiDlz5tC0aVM0Gk2Syli0SEO7dmaULq1YtkyHg8MHqqwQQgjxHskCJ0IIIYQQQgjxn1cXMXFxcTEEDZMSKFQKRo/W0qqVOU2aKNaulUChEEKIL4f0LBRCCCGEEEII3n0RE4CoKOjSxYy5c7UMGaJjwAA9SeyQKIQQQnxSEiwUQgghhBBCfPPedRETgOfPoVEjM3bs0DBnTjTNmqkPUFMhhBDiw5JhyEIIIYQQQohv2h9//EHjxo0pV64cx48ff6tA4d27ULq0OQcPatiwQSeBQiGEEF8s6VkohBBCCCGE+GZFRUUxZswY6tWrx6JFi5K8iAnAuXNQo4Y5Oh3s2hVNzpwfoKJCCCHERyLBQiGEEEIIIcQ3a+XKlQQGBuLv7/9WgcLduzXUrWtG2rSwfn00adJ8gEoKIYQQH5EMQxZCCCGEEEJ8k5RSTJo0iYoVK5LzLboDLlumoUoVM/LmVezaJYFCIYQQXwcJFgohhBBCCCG+SX///Tdnz56lV69eSdrv2TMYOVJL8+bmNGig+PNPHU5OH6iSQgghxEcmw5CFEEIIIYQQ36SJEyeSP39+kxY0uX0bNm7Usn69hj17NERFafjpJx2DB+t5i9HLQgghxGdLgoVCCCGEEEKIb86RI0fYt28fK1eujHeuQqViFi7ZsCEmQHjihBZzc0WJEoqJE/VUraonbdpPUHEhhBDiA5NgoRBCCCGEEOKd3bt3j+HDh9OoUSOTeuq9q+joaJo0acLDhw+xsbHBysoKGxsbbGxssLa2NkorVKgQpUqVMux7+PBh6tWrR7Zs2ahevbohXaeDQ4c0bNigYf16LVevarC3V1SooOjaNZpKlRTOzh+8aUIIIcQnJcFCIYQQQgghhMkeP37M33//TYYMGfDz88PCwoJVq1bRpUsXgoODuX379kcJFh44cAB/f3+qV6+OmZkZ4eHhPHz4kLCwMMLCwggPDyc8PJwXL14wdOhQSpcuzciRIzl37hydOnUib968rFixAq1Wy8WLMHmyGZs2aXj4UEOqVIqqVfVMmaIoVUphZfXBmyOEEEJ8NiRYKIQQQgghhEiUUop9+/bxxx9/4O/vT0REBAD29vb4+Phw+vRpateuTfbs2Rk1ahSPHz/GxcXlg9Zpw4YNeHh4sHLlSrTahNdtVEqxceNGBg0aROHChQFo06YNU6ZMwdLSkjVrNLRpY4aLCzRvrqdGDUW+fIpEihRCCCG+ahIsFEIIIYQQQsTr4cOHLF68mD/++IPLly/j4+PDsGHDaNCgAbdu3WL37t2cOHGCHj16UL9+fR48eMCIESNYt24drVq1+mD1Ukqxfv16qlWrlmigEECj0VCtWjUqV67M8uXLAWjcuDHR0dCvn5bJk82oU0fP77/rsLf/YFUWQgghvhgSLBRCCCGEEEIY6PV69uzZw5w5c1i3bh0ajYZatWoxY8YMihUrZlgMJHXq1BQoUMBoXzc3N0qWLMnKlSs/aLDwzJkz3Lhxw2i+wTcxMzOjcePG3LkDY8ZomT9fS2AgTJigo2tXWdFYCCGEiCXBQiGEEEIIIb5xYWFhHDhwgO3bt7N+/XoCAgLw9fVl9OjRNGnSJElDiuvWrUunTp0ICgrCzc3N5P0CAgK4ePEiVatWfWPe9evX4+TkRPHixRPNFxkJ58/D6dMaTp/WcPKkhqNHNVhbQ926io4ddeTObXIVhRBCiG+CBAuFEEIIIYT4hq1YsYLWrVsTERGBu7s75cuXZ/bs2RQuXNjQizApvv/+e7p06YK/vz8dOnR4Y/67d+8yatQo5s6di06nY9GiRdSvXz/RfdavX0/FihWxtLQ0pIWGwr//xgQFT52KeZw7B5GRGjQaRaZMkCuXolkzHfXqKRwdk9w0IYQQ4psgwUIhhBBCCPFFiYqKYu7cuTx79gwrKyssLS2xsrLCwsLC6PmrP2Mfsc/d3NyMAk3fqoiICPr370/p0qUZPXo0WbNmfasAIcDly/DTT2ZERaXE03MhM2ZcpGRJyJgRzOP51PHkyRMmTJjA9OnTsbGxYdSoUZw8eZL27duTM2dOsmTJEu9xbty4wT///EOPHn2ZPVvLgQMxAcKLF0Gv12BursiWLSYw2Ly5InduRY4cSuYjFEIIIUwkwUIhhBBCCPHFiIyMpHHjxmzcuBFnZ2ciIyOJiIggMjIySeWkT5+etWvXkjVr1vdWt/DwcKysrN462PYpLFiwgDt37rB582Z8fX3fqoyoKJg0ScuoUVo8PCBjRkVwcHWePm3Id9+BlZUiSxZwd1doNKDT6bhx4wZXr15Dry9N+vStyJDBm717zdHpooEDFC78mLJlFXnzmpE/vyJvXoWDQ8zxNmzYgLl5LiZNqsu5c1r8/BTFiunp2lWRK1dMoNDK6v2dIyGEEOJbI8FCIYQQQgjxRYiMjKRhw4Zs2bKF1atXU6VKFcM2pRRRUVGGwOHrP1/9/eXLlwwcOJASJUqwfPlyypQp8851e/HiBVmzZmXQoEG0adPmncv7GCIjIxk/fjz16tV7q0Dho0ewfLmW33/XcuUK/PijnkGD9NjawtOnoXh4ZKRUqS4UKNCG27eT8/ChnsDAQC5dukxkZAReXunIlCkjlpbWhjK1WnPy5cvDvn37OHgwgJ07s/D8ecww4ixZIH9+xfbtHuh0R4mMNGP/fh1+fup9nhYhhBDimyfBQiGEEEII8Unp9XqCg4NJnjw5Wq023jyXL1+mT58+7Nixg1WrVlGpUiWj7RqNxjDU2BTFihWjUaNGVKtWjdGjR9OyZUucnJzeug0LFizg/v377Nmz54sJFi5cuJBbt26xfv16k/eJjoYtWzQsWKBl0yYNSkHlyooFC4wXCnF2dmbgwPaMHTuCbdt+olSpUgQGBnL16lUaNGjAkCFD8Pb2/i+37rWj2LJixVOaNs3GL79Mo3jxthw7FrMwyf79kdy+XZWyZc/i758da2uEEEII8Z5plFKf/VdxSilCQkKwsbH5ooZ1iE9Dp9Nx6dIlMmfOjJmZ2aeujhAfnFzz4lsj1/zXIyoqimXLljF+/HguX76MpaUlHh4eeHh4kCZNGjw8PDAzM2PTpk2cO3cOBwcHli5dSoUKFd7L8SMiounUaQQLF+7B3NybzJnLkzVrfsqVy0CmTODjo3B1hTe9/YyOjiZr1qzcvHmTDBkycP78+STX5WNf11FRUWTNmpV8+fKxdOnSN+Y/fx4WLtSyZImWoCANOXMqmjfX06CBHlfXhPd7/vw5/v7+LF26FAcHBwYNGsR3331nUh27devGH3/8we7du8mbNy9BQUGUKFECc3MLDhzY/07BXfHpyd9y8a2Ra158DpRShIWF4ejomGh8TXoWCiGEEEKIjyo8PJwFCxYwadIkbty4QdWqVRk0aBCPHz/m9u3b3L59mzt37nD06FFevHhBmTJlGDJkCOXLl8fW1tbk44SGwq1bEBio4dYtuHlTw61bGgID4dYtDbdumRMdPRqI6TF34cJzzp17xqpV/3+L7Oio8PFRZMwYEzyM/T1jRkWyZDF5Fi/eyI0bhcmadTnnzw/nyZMnJIvdaKJz586xbNkyRowYkaT93tb8+fO5efMma9euTTDPkyewcqWWBQs0HD+uxcVF0bChnqZN9Ua9CBPj4OBA8+bNad68eZLrOH78eI4fP06DBg3YuXMn9erVIywsjL17t0igUAghhPiAJFgohBBCCCE+ihcvXjB79mx+/vlngoKCqFOnDmvWrCFHjhxJLkupmDnzXg8CBgb+Pxj48OH/vzHXaBSpU4OnpyJtWsifX4+nZ+xzhacnODlZs3fvUQYObMbhww/IlKkqRYv+gFI+XLkCe/ZouX///2W6uCg8PBRnztQE6vLkSSSwgSFDLjF1qunBwsjISJo2bcqFCxfImTMnDRs2TPL5SIozZ87Qu3dvmjZtSvbs2Y226fWwfXvMMOP16zVER0OFCooVK6KpXFl91IVDrKysWLp0KQUKFCBnzpyYmZmxY8cOvLy8Pl4lhBBCiG9QkoKFkydPZuPGjVy5cgVra2vy58/P0KFDyZgxY4L7VK1alQMHDsRJL1euHCtXrkx6jYUQQgghxBflyZMnzJgxg19//ZWQkBCaNGlC7969E30PmZCwMJg2TcukSVqCg/8fuLOxiQkCenkpcuWC6tX1pE2r8PKCtGkVadKAhcWbyy9evDh79hRj+/btDBkyhLlzx1GyZElGjRpGoUKFeP4cAgLgyhUNAQEaDh++z5kzo5g3rxb16xfDyWkqM2f+iLm5jgkT9Jgy0mzy5MlcvnyZXLly0atXL8qXL4+Li0uSz40pgoODqVu3LhkzZuTXX3812vb0KTRvbsZff2nJkkUxbJieRo30pEr1QapiEi8vLxYuXEibNm2YO3cuuXLl+nSVEUIIIb4RSQoWHjx4kNatW5M7d26io6MZMWIEtWrV4vDhw9jZ2cW7z6JFi4iMjDQ8Dw4OplixYnz//ffvVHEhhBBCCPF50+l0jB8/nokTJxIVFcUPP/xAjx498PT0fIuyYMkSDUOHmnH/PrRuradUKYWXV0yQMEWKN88taCqNRkO5cuUoW7YsGzduZOjQoZQoUYKKFSsydOhQ8uTJQ+7ciqdPn7B/fwuyZbtHo0Y/o9FoKFx4HU+fWjNjRjtu3NCwaJGOBN4mAxAQEMDo0aPp1q0blSpVok6dOvTt25c5c+a8n8a8Ijo6miZNmhASEsKWLVuMhnSfPQt165oTHAxr18b0IvxcpgovX748N27ckLnLhRBCiI8kScHC1atXGz2fMWMGGTNm5PTp0xQpUiTefV6fr8Xf3x9bW1tq1KiRxKoKIYQQQogvRXBwMM2bN2fbtm107dqVHj16kOotuqgpBVu3aujf34yzZzXUrq1nxAgdPj4foNKv0Wg0VKtWjSpVqrBmzRqGDRtGwYIFKVu2LA8fPuTMmTMopViyZIkhkOXn58fq1WNYt641jRqZUaaMGWvX6nB3j69tiq5du+LmlorOnX/i7NkgWrf+g0mTFpAp0xl69875XgN2o0ePZteuXWzevJl06dIZ0leu1NC2rRkZMsCmTdEYFin+jEigUAghhPh43mnOwpCQECBuQDAxixYtolatWgn2RASIiIggIiLC8Dx2wWadTidvFMQb6XQ6o59CfO3kmhffGrnmP39nzpyhfv36hISEsH79esqUKQMk/TU7f15Dr17m7NplRpEievbsiSR//tj3he+92omqVasW1atXZ8WKFcydO5ecOXPSsWNHihUrRvr06Q1ty507N5MnT+a77+6yfbsbNWtaUrSoOT/+GM3Tp/DwoYZHjzQ8fgwBAc+4dWsB5uap8PbWAsmBLEBtBg6Ev//WMX16NJkyqXeuf3R0NLNmzaJ9+/YUL14cnU5HVBT89JM5v/5qTv36OqZPj8LO7uOfW/Ftkr/l4lsj17z4HMTG195Eo0zN+Rq9Xk/Dhg159uwZf//9t0n7nDhxgrJly7J9+3b8/PwSzDd27FjGjRtneG5vb8/Zs2e5efOmyQ0TQgghhBAfX3h4OJUrVyZlypRMmjQJDw+PJJcREaFh9mw35s93JXXqKHr0uEuJEiGfzbDYxNy+fZuqVavy66+/UqxYMYKCLOjePR2XL9vg7BxNsmTRODtHY28fxsGD6/HwsKJevVIkSxZNsmQ6kiWL5tGji3ToMI0UKVYREuJImzZBtGr1AK327et18OBBOnbsyLJly8iSJQuPH5vTp48X//xjR48ed2nY8NEXcX6FEEII8fY0Gg1eXl44Ojom2hnvrYOFPXr0YPv27fz1118mvwn88ccfOXbsWLwLnrwqoZ6FlpaW0rNQvJFOpyMgIAAfHx/MTJlVXIgvnFzz4lsj1/znbd68eXTq1ImzZ8/i/RbjWXfv1tK5szmBgRp699bRu3c01tYfoKIfiFKKNGnS0KlTJwYMGPBfWsy2V9/GdurUidWrV3P69Gnc3d3jXNeFCxcmVSpvsmZdzuTJZrRtq2PKlOi3Dui1bt2a48ePc+rUKY4e1dKwoSVKweLFkRQpIl/Gi49P/paLb41c8+JzoJQiMjLyjcHCtxqG3Lt3b7Zs2cLmzZtNDhS+fPkSf39/w5umxFhZWWFlZWV4rpQiJCQEMzMzCRYKk5mZmckfYfFNkWtefGu+tWs+Ojoac3PT3rpFRkZy4sQJXF1d8fkYk/v9RynFtGnTqFq1apJXOn70CPr2NWPRIi1Fi+rx948mSxaAL+819vPz4+TJkwlenwcOHGDu3Ln8+uuvpEmTxmhb7HXdsmVLunfvzsyZd8mUKTXt2pljb69h9Gh9kgOGYWFh/Pnnn/To0ZM//rCkRw8t+fIpli3T4e7+Dt0VhXgPvrW/5ULINS8+JVP7CyYpWKiUok+fPmzatIkNGzbg5eVl8r5//vknkZGR1KtXLymHFEIIIYT4Jj1//pzx48dz8uRJzpw5Q3BwMAMGDKBfv35xPmTo9Xr++ecfdu3axc6dO9m/fz+hoaEAZM2alRo1atChQ4e3WmAkKbZv38758+eZOnWqSfmVgnPnYN06LdOna9HpYObMaFq0UO805PZTy5MnDwsWLEApFeeL7sjISDp27Ej+/Plp06ZNgmU0aNCAPn36sHjxYnr37s2LFzp69jTDygpq1NATGqrh2TMd4eFmvHgBoaEaXryAly///3jxQsPLl3Dt2ktevNjC4sV+XLtmRqdOOsaN02Np+aHPhBBCCCG+REkKFvbq1YvVq1ezdOlS7O3tCQoKAsDR0REbGxsA2rdvj7u7O0OGDDHad9GiRVSuXJnkyZO/p6oLIYQQQny9pk6dypQpUyhXrhw//PADYWFhjBgxgu3btzNv3jx0Oh07d+5k586d7N69m8ePH2NjY0PRokUZOHAgJUuW5Pbt2/z5559MmzaNixcvsmLFig9e5++++45ixYolmEcpOHFCg7+/hnXrtAQEaHBwUNSurRgxQoeb2wet4keRN29exo0bx927d+OMwpk8eTKXL1/myJEjaBOJiDo7O1OzZk3mz59Pr1696NJFz8uXMHiwGaNHxwaL//9W3txcYW8P9vZgZwd2dsrwe3BwAClSPKFSJXOKF4+mZk0ZdiyEEEKIhCUpWDh37lwAqlatapQ+ffp0GjVqBMRM6vz6G58rV65w+PBh/P3936WuQgghhBDfBKUUS5YsoW7dusybN8+QXqNGDVq0aEGWLFnQ6XSYmZmRL18+2rZtS+nSpSlYsKDRVC558+bl+++/p3///h88UHj+/Hm2bNnCH3/8Eac3nU4HBw5oWLcuJkB4+7YGFxdF9eqKSZN0lC6teKXaX7zYhfxOnDhhFCwMCAhg9OjR/Pjjj+TMmfON5bRs2ZJly5Zx4MABihYtSr9+eipX1hMVpWH//r/p3bsD1aqVZteujbx4EUzq1FmpU6cOtWvXJkvMGG6ePHlCmjRlGDt2LF266D9Mg4UQQgjxVUlSsPDJkydvzLNx48Y4aRkzZjRpXyGEEEIIAceOHSMgICDOcN4iRYpw/Phx5s+fT4YMGShevDiOjo4JlhMRARcvQnh4LW7f3kxQUBBuH6DrXkREBJMnTyZVqlTUr1/fkB4dDcOHa/njDy0PH2rw8FDUqKGnZk1FkSIKE6dg/OJ4eHiQKlUqVqxYQbVq1dBoNCil6Nq1K6lSpWLgwIEmlVO8eHG8vb2ZN28eRYsWBSAmxqj4/Xd/smRxYM2aOYSHh7N161bWrFnDlClTGD58OFmzxgQOo6Oj0el01KlT58M1WAghhBBfla/0LZoQQgghhOnCw8O5d+8e6dOn/9RVAWDJkiWkTp2aUqVKxdnm5OREt27djNL0erh5E86e1Rg9Ll8GnU4DFAaO8fvv/zJo0PsJFkZFRdGlSxf27t3L9evX0el0jBo1Csv/JsJ78gQaNzZj1y4NnTvrqVtXkTfvlz0Xoak0Gg1jxoyhZcuWuLm5MWnSJJYvX8727dtZv349dnZ2JpWj1Wpp3rw548aNY8qUKYbAsFKK7du3U7NmTQCsra2pXr061atXjxM4fP78OWXKlMHd3f2DtVcIIYQQXxcJFgohhBDimxYZGUmNGjXYtWsXFSpU4Mcff6R06dJxhtJ+zPqsXLmS5s2bx7taYnQ0HD6s4Z9/YoOCcO6chhcvYurr7KzInl1RooSeTp0ge3ZF+vR6fHx2MXJkJdKkUbRs+e5z1m3bto25c+fSvn17cubMSdasWSlUqBAQ05uxVi1zgoNh82YdpUp9e3PkNW7cmNDQUDp16oRer2f16tXUqVOHihUrJqmcZs2aMWzYMFauXEnr1q0BuHTpErdu3aJs2bJx8r8eONy5c6dhSLIQQgghhCkkWCiEEEKIb5ZSinbt2nHgwAGGDRvGmjVrqFSpEjlz5qR79+7Uq1cPCwuLj1qnLVu28PjxY8N80DH1hN27NaxaFTPn36NHGiwtFb6+McHAGjX0ZM8eEyT08IC4cU4NxYv/SkCAlnbtKnPsmI5GjRSFCiniiUeaZNmyZWTLls1oqHR4OEyerGXcOC1eXnDgQDQZMrxd+V+DNm3aEB4eTs+ePXF0dGTSpElJLsPDw4MKFSowb948Q7Bw+/btWFpaJrqQDMQEDitXrvxWdRdCCCHEt+sbGAgihBBCCBG/oUOHsmTJEv744w/69+/PsWPH+Pvvv3F3d6dly5ZkzpyZyZMn8+zZs3j3V0rx119/UaNGDX777TeUevcedEuWLCFHjhyGBTCCgqBWLTMqVDBnxw4tzZvrOXgwmidPojl+PJr583X06qWnYkVFmjTxBQpj5MnzHZGRbRg7VsfGjVpKlzbH09OcIUO0JLXaL168YMOGDTRs2BCICWZu2KAhVy5zRo7U0qGD/psPFMbq0qULc+fOZcmSJW89FLhFixYcO3aMf//9F4gJFhYpUsTk4cxCCCGEEEkhwUIhhBBCfJOWLVvGmDFjGD16tGFRDo1GQ+nSpdmwYQMnT56kTJkyDBo0CG9vb/r06cO1a9d49OgRN2/eZM+ePZQrV44aNWpw48YNunXrRo0aNbh///5b1+np06ds2rSJxo0bAzEBuDx5zDl6VMOqVdFcvBjNmDF68uZVJLXDo5+fH/fu3aVhwzvcuBHNvn3RNGigZ8wYM0aNStpbwj///JPQ0FDq16/P5ctQvboZtWubkyGD4uTJaMaO1ePgkLT6fc2aNGlChQoV3nr/KlWq4Orqyvz584mIiGD37t3xDkEWQgghhHgfJFgohBBCiG/Szz//TOXKlenZs2e827Nnz87s2bMJCAigY8eOLFiwAF9fX1KnTk3GjBkpV64cwcHBrF+/ntOnT/Pnn39y6tQp8uTJw8GDB5NUl8jISNasWUPt2rWJioqiatWGtG8fE4DLn19x6lQ0NWqoBHsNmsLPzw+AkydPotVCgQKKSZP0DBumY/hwMxYuNL3w5cuXU6BAWWbOTE/u3OZcuhQTzNy4UYev79vXUcTP0tKSJk2asGTJEvbs2UNoaKgEC4UQQgjxwcichUIIIYT45gQEBHDq1Cn69OnzxoVM3N3dGTFiBH379mXbtm1otVrs7OxwcnIiT548hkVIKlWqxMmTJ6lTpw5Nmzbl5MmTODk5JVr2xYsXmT9/PosWLeLhw4cULFiQoUO3Ur16WoKCYObMaFq2fLcgYSxPT09cXFw4efIkVapUAeDZs2fUrx/MzZs+tG9vhrOzjoIFFY6OYGUV/5DmoKAHbN3qioPDTP75R0v//np69tRjY/PudRQJa9GiBVOmTKF37964urry3XfffeoqCSGEEOIrJcFCIYQQQnxzVq9ejZ2dHZUqVTJ5H3t7e2rWrBnvtmfPYOdODVu3puL27T3cuXOeQoXO0r17MZycFC9ewIsXGl68gKdPozhz5hpnz97gwYNQzM2r4OraiYwZ3XnwwJqhQyF/fsWmTbr3OuefRqPBz8+PEydOADHzLTZq1IgrV65w9uwl7twxp06d/781NDdXODiAgwPY24OjY8zzCxfMUWoRxYqF8/PP0Xh5vb86ioRlyZKFggULcvjwYRo0aIBWKwOEhBBCCPFhSLBQCCGEEN+cVatWUaVKFWxtbd9q/6goOHNGw7ZtGrZu1XDokAadTkPmzIrq1bX8848V+/c706WLBr0+puehtbUOjeYl4eGPUCoSJ6e05MjhQoYMKXF01GJvr7C31+PtrWjWTGH+Ad6l5cmTh/nz5wOwYcMGtm3bBsCdOzdYsyY9hw7pefYMnj+H5881//2EFy8gJCTm+cuXFyhQYCpr1w59/xUUiWrZsiWHDx+WIchCCCGE+KAkWCiEEEKIb8rFixf5999/GTx4sEn59Xq4fBmOH9dw4oSG48c1/POPhvBwDfb2ilKlFFOn6ilXTk+6dDH7KOVNzZo1OX78LN2792HFinmcPn2C1KlT06xZM1q0aIG3t/d/R1CA7kM0NY48efIwduxYrl27Rp8+fShcuDCHDh1i3759NGuWnhIlXl0WOe4Sybt27WLt2gp06bL4o9RXGGvQoAHXr19PsIerEEIIIcT7IMFCIYQQQnxTVq9ejYODQ7yr0yoFN2/GBAZjg4MnT2p4/jxm8j4fH0XevIq6dWNWJM6bV2FpGfcYGo2GmTNnkjt3bgYO7EalSpUYPNifihUrYv4hugyaKHaRk9atWxMYGMjatWtp2rQpe/fupVmzZonue+rUKerUqUPZsmUlWPWJ2NjYMHz48E9dDSGEEEJ85SRYKIQQQohvyqpVq6hWrRrW1taGtL17NUycqOX4cQ2PHsUEBtOmVeTJo+jTJyYwmCePIlky04+TKlUqDh8+jIWFBalTp37fzXgradKkwdXVlf3799O1a1eyZMlC8eLF2bRpU6L7Xbt2jerVq5MpUyZWrFiBhYXFR6qxEEIIIYT42CRYKIQQQojPXkREBFZWVu9czrlz57hw4QKjR482pG3cqKFhQzOyZVO0axcTGPTzU6RK9c6Hw+szW/1Do9GQN29ejh8/zsCBAwEoVqwY06ZN49atW6RNmzbOPkFBQVSpUgUHBwf+/PNPHBwcPna1hRBCCCHERyTLqAkhhBDiszZ58mSSJUvGkCFDiIyMfKeyVqxYgZOTk2GBiFWrNNSrZ0bFioo9e3QMGaKnSpX3Eyj8XE2cOJHNmzfj7OwMxAQLAfbu3Rsn7/Pnz6levTovX75k06ZNpEyZ8mNWVQghhBBCfAISLBRCCCHEZ+uXX36hX79+lClThgkTJlC0aFHOnz//VmWdPn2an3/+mWbNmmFlZcXChRqaNjWjbl3FsmU63kPHxS9CxowZ+e677wzPU6RIQdasWdm3b59RvoiICOrWrcvVq1fZsGED6dOn/9hVFUIIIYQQn4AEC4UQQgjxyTx+/JirV6/Gu2369On07t2b3r17s379evbv3094eDiFCxdm4cKF6HSmryD85MkTGjRogK+vLyNHjmTmTC2tW5vTsqVi7lwdn3DNkc9C8eLFjXoW6vV6WrZsyYEDB/D39zcKLgohhBBCiK+bBAuFEEII8dGdPn2atm3bki5dOrJkyULRokWZM2cOp06dYtKkSZQrV47u3bvTo0cPRo4ciUajIU+ePBw5coR27doxZcoUKlasyPXr1994rNjA15MnT1ixYgUzZtjRtasZXbvqmDFDh5nZR2jwZ6548eIEBARw7949lFL06NGDNWvWsHDhQooXL/6pqyeEEEIIIT6ib/x7dCGEEEJ8LNHR0fz5559Mnz6d/fv3kyZNGgYNGkT69OlZvHgxnTt3Rq/XY2NjQ6lSpZgzZw5NmzZFo9EQGQlaLdjY2DBu3Dhy5szJ8OHD8fPzY9KkSbRo0QKNRhPvcceOHcvmzX8xduxeRo70YdEiLf376xg6VE8Cu3xzXp238Pr168yYMYNp06ZRs2bNT1wzIYQQQgjxsUmwUAghhPgGzZ8/n2vXrjFo0CAsLCw+6LEePXrEH3/8waxZs7h9+zbFihVj2bJl1KhRA/P/xv/WrVuXO3fucPXqVfLnz4+1tTXh4bBypYZ587Ts3BkzGEKrVVhZmWNu3hxr6xYo9YR27YLp2fMu6dOnxs7OHCsrsLICS0t4+jSI/ft9cHJ6TL9+yUiTRvHzzzo6dtR/0DZ/adzc3MicOTPDhw/nypUrDBo0iLZt237qagkhhBBCiE9AgoVCCCHEN2b58uWGQND+/ftZtmwZbm5u7/04p0+fZsaMGSxbtgyNRkODBg3o2LEjuXLlije/h4cHHh4enDkD8+ZpWbpUy5MnGooW1TN1qg4bG0VkpIawMD23bz/EycmVyMhkXLgQzJYt27h82YKCBYuTKlU6IiLg2bMwjhy5SLJkOahVy5GGDaMpWlShlUlY4lW8eHFmz55N27ZtGThw4KeujhBCCCGE+EQkWCiEEEJ8Q3bu3EmrVq1o0qQJrVq1okGDBhQsWJA5c+ZQuHBhbGxs3qn8hIYa//DDD6RIkSJO/rAwuHgRzp/XcOGChh07NJw4ocXNTfHDD3patNCTOfOreyh0Oh2XLj0kc+bk/803mJ6HD+3p1KkT69a1pGHDhkydOo6aNWuSOvUjDh8+jIuL9CR8k65du+Lp6UmvXr0SHNIthBBCCCG+fhIsFEIIIT4DISEhPHnyBC8vrw92jMOHD1O3bl1KlSrFrFmzsLCw4PDhw9SvX59KlSqh1Wrx9vYme/bsRo8MGTJgZsIqIKdOnaJx48YEBATEGWocFganTsUEBWMDgxcuaLh2DZSKCUylSaPIk0fRv380lSopkjI62tXVlRUrVrB06VJ+/PFH1qxZg0ajYc+ePbi4uLztKfumZM6cmb59+37qagghhBBCiE9MgoVCCCHEe6aUon///ty9exdvb28yZMhAhgwZ8Pb2xs3NzajXll6vZ8GCBQwcOJDw8HAuXLhAypQp31tdrly5wvz581m/fj2XLl3Cz8+P5cuXG+Yp9PDwYPfu3Zw6dYqzZ88aHrNmzeLhw4dAzKIiWbJkIVu2bEZBxFSpUhnaMn/+Ajp37kGWLLlZsGAter0vJ09qWLxYw8WLcYOCWbMqqlXTkyWLImtWyJJF4ej4bm3VaDQ0btyY4sWL069fP6pXr06ePHnerVAhhBBCCCG+MRqllPrUlXgTpRQhISHY2NjIsBjxRjHD0y6ROXNmk3rCCPGlk2v+87NhwwZq165N3rx5uXPnDvfu3TNss7Ozw9vb2xBE3LNnDydOnKB+/fps2bKFBg0aMHXq1PdSD51OR6ZMmQgNDaVq1apUr16dcuXKYW1tbcgTHg7+/hqOHtUQ8b/27jo6qmuL4/h3JEGDu1PcQikECxR3KO4luDwKLcUdCq9IKVYKRYo7RYoFh+DubqFI0SIBQhIyM/f9QZnXFEsgkJD8PmtlQe69584+6eZ2sudIkImgIAgKgqdP4dGjIO7d88fPL5BHj57i728jMNCBYbgCMTCZYmI2x8ThcMUwXhwGmDat8Xcx0AjXoqByXqIi5bVEN8p5iW6U8xIZGIZBQEAA8eLFe219TSMLRUREwlFQUBDdu3enfPnyrFy5EpPJxJMnT/D19XV+Xbx4EV9fX5YvX07SpEnx8fGhaNGijB49mt69e9O+fXuyZ8/+zrFs3ryZq1evsnPnTjw8PEKcO3ECpk0zM3fus01Esmc3iBvXCLGTcNy4MUicOMY/jhm4uho8efKABw9ucffuDe7cucaDBzcpWbIopUoVxdUV0qcPn6KgiIiIiIh8eCoWioiIhKOxY8dy+fJlli5d6vy0Lnbs2M6pu6/Tvn17fvnlF3r37s3SpUvfOZZZs2aRPXt2ChQoAIC/PyxebGLqVDN79phJluzZJiItWjjIkiUsd47/91fWfx2P9JMVRERERETkDcwRHYCIiEhUcf36dYYOHUr79u3JkSNHmNvHiBGDwYMHs2rVKrZu3fpOsfj5+bF8+XKaNGnCkSMmOnY0kz69lTZtLLi5wYIFNnx9bQwdGtZCoYiIiIiIRGUaWSgiIvKWTp06xYIFC7Db7cSLF49t27YRK1Ys+vbtG6b7BAU9mxK8ebMJF5eGJE6ciNq175I160GSJHEjWbIEpEiRkHjxYhArFiRKZJA0KSRN+vzPZ9OE/2nOnBUEBTVjwYIu9OnjQqpUBl995aB5cwcZMoTfz0BERERERKIWFQtFRETCaNWqVYwbN44tW7aQOHFi4sePz8OHDwkKCuLnn38mQYIEobpPUBDMnWvi++8t/PknfP65gdlsIm3a4ly8eI0jRxzYbBbgKXAfkykWJlNsHI6YL9zLzc0gWTJIksQgfnzYuLEBhtGUtGlNDBxoo1IlA6v+ry8iIiIiIm+gXxtERETCYMOGDdSqVYsiRYowe/Zsatasiaur62vbBATA2bNw+rQpxNfFi2C3m6hb10G/fnb+v6dJTCAz8Gw68YULFzh79iznzp3j2LFjbN68hydPYpMyZV7y569IliyeJE6cnfv3rdy5Y+LqVX8cjhGMHu3OV19Vf68/DxERERERiVpULBQREQmDH3/8kfz58+Pj4+PcwOTfgoJgwgQz27c/Kwr6+oJhPLs2dWqDHDkMKlRwkCOHgaenweuWN4wfPz758+cnf/78zmOBgYFs3bqV1atXs3r1MFatukrcuHEpV64cVapU4ejRoxw4MIPmza+Ga99FRERERCTqU7FQREQklA4dOsSWLVuYN2/eKwuFO3ea+M9/LFy4AKVLG1Sr9qwomCMH5MjxbIrwu4oZMyYVKlSgQoUKjB07luPHj7N69Wq8vb1p3bo1hmHQvHlzYseO/e4vJiIiIiIi0YqKhSIiEq1dvnyZhw8fkjt37lcWAJ8bOXIkn3zyCTVr1nzhnJ8f9OljZvJkC4UKOdi3z07u3O8r6v8zmUy4u7vj7u5Or169uHXrFj4+PpQoUeL9v7iIiIiIiEQ5KhaKiEiUtWbNGvz9/alQoQJubm4APHnyhG3btrFhwwbWrVvHuXPnAEidOjWVKlWicuXKlC5d+oVReZcuXWLJkiWMGTMGi8US4tyyZSY6dbLw+DGMHWunTRsH/7rkg0mePDn169ePmBcXEREREZGPnoqFIiISIS5cuIC/vz958+Z9L/cPDAykUaNG+Pv74+rqSqlSpbDb7Wzfvp2goCDSpUtHuXLlGDx4MPHixWPt2rWsXr2aX3/9lZgxY1KqVCkqV65MpUqVSJcuHWPHjiVRokR4eXk5X+PPP+GbbyysWGGmalUHP/1kJ02a99IdERERERGRD0LFQhER+eBWrFhB06ZNcTgceHt74+npGe6vsXnzZvz9/Vm5ciXnzp1j9erVuLi48P3331O+fHmyZcsWYtpxmTJlGDFiBOfOncPb2xtvb2++/fZbOnbsSO7cubl48SJdunQhduzYOBwwZYqZPn3MxI4N8+fbqFXL4A2zmEVERERERCI9FQtFROSDMQyDESNG0K9fP2rUqMHdu3epUaMGmzZtwt3dPVxfa8WKFWTJkoXy5ctToUIFOnbsGKp2WbNmJWvWrHTq1IkHDx6wYcMG1qxZQ+zYsWnfvj2nTkH79hZ27TLTsqWDIUPsJEwYrqGLiIiIiIhEGBULRUTkgwgMDKRt27bMnz+fPn360K9fPx4/fky5cuWoUqUKPj4+ZMqUKVxey263s2rVKpo0afLGTUteJ0GCBNStW5e6desSFATDh5sZPtxMhgywcaONzz83wiVeERERERGRyELFQhERee9u3LhB3bp1OXbsGHPmzKFevXoAxIsXj5UrV1KqVCnq1KnDoUOH3qm499zevXu5ffs21atXD3Ubux3u3YPbt+H2bRO3b8OdOyZu3Xr25/btJi5dgm7dHPTq5SBmzHcOU0REREREJNJRsVBERN6rw4cPU7t2bRwOB1u2bCF//vwhzidLloyJEydSpkwZtmzZQunSpd/5NVesWEHy5MkpWLDgK6+5dAnWrDHj7W3i6FETd+6AwxGyUBkjhkHy5JAsmYG7u8HChXZy537n8ERERERERCItFQtFROS9Wbx4MS1btiRXrlwsXryYVKlSvfS6YsWKkTNnTiZNmvTOxULDMFi+fDnVqlXDbDY7j9tssHu3idWrTaxZY+b0aRMuLgaff27Qpo2DlCkNkiaFZMmeFQeTJYO4cdGmJSIiIiIiEq2oWCgiIuHO4XDw/fffM3jwYOrXr8/kyZOJFSvWK683mUy0bduWzp078+eff5I6deq3fu1Tp05x8eJFRo8e7Tx2+DA0aWLl3DkTyZMbVKxoMHCgnbJlDdzc3vqlREREREREohzzmy8REREJm9atWzN48GAGDRrErFmzXlsofK5x48bEjBmTadOmhTju7+8fptdesWIFcePGpVSpUhgGjBtnpnhxK7Fjw7ZtNi5ftjFlip2aNVUoFBERERER+TcVC0VEJFydO3eO2bNnM27cOHr27BnqDUvixYtHo0aNmDp1KsHBwQQFBdGyZUtSpkzJ4cOHQ3WPCxcusGDBAipWrMjDhzGoWdNCly4W2rVzsH27jcKFDcz6P5+IiIiIiMgr6VcmERF5a3fv3n3h2Lx584gXLx5eXl5hvl+bNm24fv06M2fOpGLFiixatIjUqVPz5Zdf8vjx45e2efr0Kb/99hsVK1YkZ86c3Lx5kyJFelOggJV9+0z8/ruNH390ECNGmMMRERERERGJdlQslChtxYoV/PHHHxEdhkiUtHHjRlKnTs38+fOdxwzDYP78+dSuXTtUU4//LW/evBQpUoT27dtz/vx5NmzYwIoVK7h+/TrffvvtP14HjhzxpX37EaRJU5PGjWdx9WoJGjbcQ40aN+na9VOyZTM4cMBG5cpGuPRXREREREQkOtAGJxJl3b17lwYNGtCxY0eGDx8e0eGIRCl+fn60bdsWgO+++446derg4uLCrl27uHTpElOmTAnT/RwOuHQJ7t41UbHiTzx8uJkvvmjO6tWJuHsXsmc/zsyZl9m48RH+/rHw87NiGNmA3n9/wfnz8OefBkmSwHffOejWzYHFEs4dFxERERERieJULJQo6/fff8dms3HhwoWIDkUkyunevTsPHjxg8eLF1KpVi9mzZ9OiRQvmzp1LunTpKFasWKjv9ddf0KCBhW3bng92LwAU4PJlg8SJIXFig0SJ0pM+/Z9cvjwbuEumTPEpX74AlSp5kCKFC0mSQOLE8BaDGUVEREREROQfVCyUKGvRokUAKhaKvKPr16+zZMkSChQoQMGCBVm/fj3Tp09n4sSJVK1alTp16jBkyBDq1KnD4sWLadOmDeZQ7iJy/DjUrm3F3x/mz7eRJYvhLPz9e43BR49yMnXqbipUqEOOHDneQ09FRERERERExUKJkm7dusX27dvJmzcvZ86cweFwhLp4ISL/d+jQIWrVqsX169cBSJw4MQ6HgwoVKtC8eXMA+vXrR758+WjUqBEPHjygcePGb7zv06cwd66JLl0sfPIJbNhgI33617dxc3OjU6dO79olEREREREReQ1VTyRKWr9+PS4uLnTu3JmgoCCuXbsW0SGJfHSWLFlCqVKlSJ06Nb6+vmzdupVWrVpRuHBhfvnlF0wmEwA5cuSgQYMGrF+/ns8+++y1o/78/ODHH81kzWqlbVsrVasa+Pi8uVAoIiIiIiIiH0aYioWjRo2idOnSpE2blixZstC4cWPOnz//xnZ+fn507dqV7Nmzkzx5cgoUKMD69evfOmiRN1m7di3ly5cnf/78AFy8eDGCIxL5eBiGwffff0/Dhg2pVq0aGzduJE2aNBQpUoTBgwezfPly0qRJE6JN3759cXFxwcvL66X3vHoVevQw88knVgYONFO+vMGRI8HMmmUnbtwP0SsREREREREJjTAVC3ft2kWrVq1Yv349S5cuJTg4mFq1auHv7//KNk+fPqVmzZpcuXKFGTNmsH//fsaOHUvKlCnfOXiRl7l48SInT56kXr16ZMiQAYvFonULo4F79+7RpEkTdu3aFdGhfNQCAgJo0qQJ3333HQMHDmT27NnECsWuIZkzZ+bkyZPOHZKfO3oUmjWzkC2blWnTzLRr5+D8eRuTJ9vJmfN99UJERERERETeVpjWLFy8eHGI7ydMmECWLFk4cuQInp6eL20zZ84c7t+/z7p163BxcQEgXbp0bxmuyJv99ttvxIoViypVquDq6kr69Ok1sjCKe/ToEdWqVWP//v34+Piwd+9eUqVKFdFhfXRu3LhB7dq1OXnyJPPnz6d27dphap8hQwbn33fsMDF0qJkNG8ykS2cwbJiD5s0duLmFc9AiIiIiIiISrt5pg5OHDx8CkDBhwldes2bNGjw8POjWrRve3t4kTpyYOnXq0KlTJywWy0vbBAUFERQU5PzeMAwA7Ha7c40skZcxDIOFCxdSsmRJYsSIgd1uJ1OmTJw/fx673R7R4cl7EBgYSO3atTlz5gy///47//nPf2jYsGGIDyiiuue5/S45fuTIEWdxcOPGjXz22Wdvfb9ly8x8+aWVPHkMpk9/Su3aDp7/p9A/QwkP4ZHzIpGN8lqiG+W8RDfKeYkMntfX3uSti4UOh4NevXpRqFAhcr5mLtnly5fZvn07devWZdGiRfj6+tK1a1dsNhs9evR4aZvRo0czfPhw5/dx48blxIkTnD9/PtQdk+jJx8eHM2fO8O233zqnHidKlIgDBw5w9uzZCI5OwltwcDDdunVj9+7dTJgwgQwZMjB06FBatWrFf/7zH7p16xbRIX5QbzvdftOmTfTp04dPPvmEMWPGECdOnLf+97JjhxudOmWgfPkHfP/9FSwW8PV9q1uJvJGWmJCoSHkt0Y1yXqIb5bxEJJPJRPpQ7C5pMt6y+ta5c2c2btzImjVrSJ069SuvK1CgAIGBgRw9etQ5knD8+PGMGzeOM2fOvLTNq0YWurq6amShvJLdbqdgwYIkSZKEsWPHkiVLFiwWC+PGjaN///7cvXsXs1kbgEcVDoeDVq1a8dtvv/Hbb79RsWJF57kJEybQpUsXZs+eTZ06dSIwyg/Dbrdz4cIFMmfO/MoR2//0fC3CuHHjEjt2bOeowsmTJxM7duy3jmPbNjPVq7tQtqyDefOCiSYDOyUChDXnRT4GymuJbpTzEt0o5yUyMAyDp0+fEi9evNfW195qZGG3bt1Yt24d3t7ery0UAiRPnhwXF5cQ/xiyZs3KrVu3ePr0Ka6uri+0iREjBjFixHB+bxgGDx8+xGKxqFgYDRmGEar/7vPmzePUqVNs27YNk8mExWLBYrGQNWtWAgMDuXnzJmnTpv0AEcv7ZhgGnTt3ZsGCBcyePZsqVaqEON+hQwf27dtHu3btyJMnz2tHP0clz3P+dQzDYObMmWTPnp18+fLx+PFjmjZtSvv27d/6+froEYwYYWbMGDPFihnMm+cgZky9AZL3LzQ5L/KxUV5LdKOcl+hGOS8RKbTjBcM0zMowDLp168bq1atZsWJFqIYuFipUCF9fXxwOh/PYxYsXSZEixUsLhSL/NH78eNzc3ChZsiR9+/Zl3bp1zrUy/ykoKIhBgwZRo0YNPDw8QpzLlCkTgDY5iUIGDBjAL7/8woQJE6hXr94L500mExMnTiR9+vTUr1+fR48eRUCUkdOZM2e4efMm3bp1Y/jw4YwfP56vvvrqrQqFhgEzZpjImdPKmDFmOnVysHixnZgx30PgIiIiIiIi8kGEqVjYtWtXFi1axJQpU4gbNy63bt3i1q1bBAQEOK9p164d3333nfP7Fi1a8ODBA3r27MmFCxdYt24do0aNomXLluHXC4mSduzYQdeuXalcuTIpU6Zk5syZVKtWjWTJklG4cGG6devG8uXL+euvv5gyZQpXr14NkXsAfn6QJk1GzGaz1oaIIkaOHMmwYcMYNmzYa58jceLEYeHChVy/fp02bdpovdO/+fj44OLiQtGiRd/5Xr/8YqZNGyulSxucOGFj0CAH7zCLWURERERERCKBME1DnjZtGgBVq1YNcXz8+PE0atQIgGvXroVYFy5NmjQsXryYPn36UKxYMVKmTEnbtm3p1KnTO4YuUdnNmzdp3LgxRYsWZd68eVitVgzD4Pz58+zYsYPt27fz+++/M3bsWABcXFzw8vIiR44czt2lLl8GT08r8eNbSZy4I+fPa2Thx27q1Kn06tWLnj170rlz5zdeny1bNqZMmUKDBg2oXLkyHh4euLu74+7uTubMmaPlGpabN2+mUKFCxIkT553us327ia5dzXz9tZ0ff3S8uYGIiIiIiIh8FN56g5MP6fmahbFixdKahdGAzWajYsWKnDt3jr1795IyZcpXXnv58mV27NjB0aNH6dy5MylSpMBut3PixDnat8/N7dsm8uQxWLXKTLx4l5g1Ky2VKhkojT4+ixYtokmTJrRr144xY8aE6VkwY8YMlixZwrFjx7hx4wbwbORh7ty5qV+/Ph06dHhfYX8Qdruds2fPki1btteuf2K320mVKhUdOnSgX79+b/16V69C4cJWcuUy8Pa2Y32r1W9F3l5oc17kY6K8luhGOS/RjXJeIgPDMAgICHg/G5yIvA/BwcEsWbKEsWPHcuTIETZs2PDaQiFA+vTpSZ8+PY0bNw5xfOzYlBw5YsLHx46Hh0G9eiNZv74kNWpkpGhRB99/78DTM9LXyeVve/bsoVmzZjRs2JDRo0eH+UODZs2a0axZMwBu377NsWPHOHbsGHv37qVz5874+fnRp0+f9xB55HLs2DHu379PqVKl3voeAQFQr56FWLFg7lwVCkVERERERKKa6DcHTyKltWvXkiVLFry8vEiQIAHe3t4UK1bsre61fLmZOXOSMnSoDQ+PZwXBYsXMOBwlWLHiKU+emChVykr16haOHg3PXsj74HA4+Pbbb3F3d2fKlCnvPHU4WbJklC1blm+/7czQoQv5z38m8t13PzBixIhwijjy2rJlC7FixaJgwYJv1d4woEMHCydPmvjtNxtJk4ZzgCIiIiIiIhLhVCyUCPf06VM6dOhApkyZOHToEGvWrHnrkU9btpho3dqFsmUf0L693Xk8U6ZMBAYGkDv3n+zZY2POHBvnz5vw8HChSRML2vsk8po/fz4HDx7kxx9/xMXF5Z3u5ecHEyeaqVXLQtq0VrJnd+GXX9oCj+nTpxG5c1+jSxczkyeb2brVxM2bzwpkYXH69GkKFCjApEmT3inW98HHx4dixYq99U70v/xiZvZsM7/8YidfvnAOTkRERERERCIFTSCTCDdr1iyuXr3KihUryJkz51vfZ+5cE23aWChRwsF3313FZMriPJcpUyYALl68SJo0aahXz6BmTRszZ5r4738tuLtbadHCQe/eDlKleucuSTh58uQJ/fr1o2bNmm890tQwYP9+E1OmmFm0yMTTp/D55wYtWzooXNggQQI4exZ+/fUS+/Y95MGD+Ny9mxC7/dlU5/jxDbJmNciWDbJlM5xfmTLBv2tuO3fupFatWtjtdjp16kTWrFnfacpveAoODmb79u307t37rdr/c0OTxo01hV9ERERERCSqUrFQItTTp08ZNmwYdevWfatCoWHAH3/A7Nlm/vtfC02bOhg3Lhhf35C7s2bMmBGz2cyFCxcoUaIEAC4u0KqVQePGNiZMMPPDD89GTX31lYNu3RwkTBgePZR3MWbMGG7dusWQIUPC3PbRI5g/38yUKWaOHjWRPr1Bz54OmjVz8O+lMIsUgaZNPenRowdjxtTgp58mUrJkC86eNTm/zp2DlSvN+Pk9KyJaLAaffMLfhUSDhw+PMH36PuLH98bNzQOT6QzVq/vw44+5qV49KcmTh8dP5O0dOHAAf3//type7t9vokEDC8WKGQwbpp2PRUREREREojIVCyVC/XNU4ZsYBvj6wqFDJg4dMnH48LOv+/efFW/69bPTt68Dx0tqGTFixCBdunScOnXqhXOxYkGXLg5atnQwapSZn34y8+uvZrp0cdChg4M4cd65m/IWbty4wYgRI5xT1MPixAmoVMnKnTtQpYrB4MF2ypUzeN2mYyaTieHDh/P06VO+/rodkyeb/94U5f+j6AwDbt/mH0VEOHfOxIwZj7l3Lx+xYmXAwyM+uXPDxYufsHJlQjp0SEWHDpApk0GRIs+/HOTMCe+4/GKYbNmyhfjx4/Ppp5+Guo2vL/TrZ+G338y4uxva0ERERERERCQa0JqFEmFCM6rwzz+hZ08z5ctbSJbMSo4cLjRubGXRIjNx48LXXztYvtzG1avB9Ovn4HWb5FavXp1p06Zx7dq1l55PkAAGDXJw5oyNRo0cDBpkJkcOKxMnmnn6NBw6LGEycOBAYsaMSa9evcLU7uhRKF/eSooUcO6cjSVL7FSs+PpC4XMmk4nRo0fTunVr2rZty9y5c0Oc9/W9yNixvXnyZA0tWgTzww82cubsxr17Cfjmm+7cvx+XlSsNhg51sGiRlb17bxAzZlaKFBlLxYoOTp2Cr78289lnLiRPbqVtWwsPHoSpe29ty5YtFCtWDGsoqn337kG3bmby5LGyc6eJyZNt7N2rDU1ERERERESiAxULJcJMmjSJq1evvnINtbNn4fPPrcycaSZBAujc2cHKlTauXQvm4kUbixfb6dPHQaVKRqimePbt2xc3Nze6du362utSpIAxYxycOGGjTBmDb74x4+5uZd4800tHLUr4O3LkCDNmzKBfv34kSJAg1O0OH4YKFaykTQvr1tlIly7sr20ymRg3bhxeXl60bNmSRYsWAbBu3TqKFCnC+PHj+eKLL8iUKRMVKlRg9OjRjBw5khEjhr6wU7O7uztTpw5k9+5OpEs3kj177Pz1l43162107OhgyRITn31mZdOm11S5w0FgYCB79ux54xTkoCAYPdpM9uxWpk4106ePg5MnbTRrFrpiq4iIiIiIiHz8VCyUD+7hw4e0a9eOLl260LJly5eOKjx8GEqXthI3Lhw4YGPRIju9ejmoUMEgWbK3e9348ePzww8/sHTpUtavX//G6zNmhOnT7Rw4YCNnToNmzax4eFhZvdoU5h1yJfQMw6BHjx5kzZqV1q1bh6pNQAD88IOZsmWtfPKJwdq1NhIlevsYzGYzEydOpGHDhjRt2pRWrVrxxRdfUKRIES5fvsyuXbuoVq0ad+7cYe7cuXTs2PGV96pbty5du3alV69ebNq0iThxoGRJg/79HRw6ZCNLFoNKlax89937exzv3buXoKAg53qd/+ZwwIIFJvLksdK7t5l69RycPm2jd29NwxcREREREYluVCyUD2rLli189tlnLFy4kPHjxzN+/PgXrtm2zUTZslYyZDDYvNlG6tTh9/r169enZMmSdOrUicDAwFC1yZMHli61s22bjYQJDWrWtFK6tIUbN8IvLvm/1atXs2XLFoYPH46Li8trr7XbYdYsE7lyWRk40IyXl4M1a+zhsjmNxWLh119/pXbt2syaNYsePXqwdOlSEiRIQIECBRg3bhxHjhyhTp06b7zX4MGDKVu2LI0bN+bSpUvO4+nSwZo1dnr0sDN0qJkLF9497pfZunUriRIlIk+ePC+cO3oUihWz4OVlJXdug8OHbfz8syPCN2QRERERERGRiKFioXwQ/v7+fPPNN1SoUIGMGTNy6NAhWrdujelfiwyuWmWialULHh4Ga9faSZw4fOMwmUyMHTuWy5cvM3z48DC1LVzYYMMGO6tW2bh0yUTlylbu3Qvf+KK74OBgevToQZkyZahUqdIrrzMMWLfOhIeHlVatrBQubHDsmI3Rox3Ejx9+8VgsFmbOnMnp06cZNGgQlreci2uxWJg9ezYJEyakTp06+Pv7O8+ZzdCnj4NkyWDEiPcz13fr1q0UL178hWnSAQHQoIEVf38TmzbZWLrUTvbs7yUEERERERER+UioWCjv3c6dOylQoAAzZsxg9OjRrFu3jowZM75w3dy5JurWtVCxosHy5Xbc3N5PPDly5KB79+4MGzaMvXv3hqmtyQTlyxt4e9u4eRO++MLC48fvJ87oaObMmVy8eJHhw4e/UEh+7vBhqFTJQrVqVhImNNixw8a8eXYyZ34/MVksljDvxvwyCRMm5LfffsPX15fWrVtj/GMue8yY0KmTgzlzTFy9+s4vFUJAQAB79+596RTk4cPNXL0KixbZKF5cc+tFRERERERExUJ5jwICAujevTulS5cmWbJkHDhwgK+++uqF0U0AP/1kpnlzK02aGMybZydGjPcbW+/evSlQoABeXl48fPgwzO1z5oRVq+ycPm2iTh0LoZzRLP9gvGThxyVLllC2bFnc3d1fOPfHH+DlZaFQIReuXzexdKmNjRvtFCz48RS5cufOzdSpU1m8eDEjR44Mca5NGwdubjBqVPg+lvfs2cPTp09fKBaeOQMjRpjp2tVBtmzh+pIiIiIiIiLyEVOxUN6Lffv2UbBgQX755ReGDh3K5s2byZIlywvX2e3QubOZrl0tdOliZ9IkO1br+4/PxcWFWbNm8ddff712c4rXyZ/fYNkyO7t2mfjySws2WzgHGUUFBgZSqVIl2rZtG+L448eP2bZt20unHy9ZYiJ3bitbt5qYONHGoUM2qlY1eMXgw0itVq1a9OzZk759+7JmzRrn8bhxoUMHB1Onmrl1K/xeb+vWrSROnJhcuXI5jxkGfP21hXTpoEcPbfEtIiIiIiIi/6dioYSroKAg+vbty+eff07cuHHZu3cvnTt3fulab/7+ULeuhQkTzPz8s52hQx0ftPiTMWNGfv75Z+bPn8/cuXPf6h6ff24wf74db28TbdpYcISx7vLnn39y4X3tahEJGYZBmzZt2LRpE/PmzePBgwfOc5s3byY4OJgKFSqEaOPjY6JpUwvVqxucOmWjRQvjgxSU36cBAwZQqVIlatWqxcCBAwkODgbgq68cuLjA2LHh92jeunUrn3/+eYgRvfPmmfDxMfPTT3ZixQq3lxIREREREZEoQMVCCTeHDx+mSJEijB49mv79+7N9+3Zy5sz50mtv3oQyZSxs2WJi2TI7bdpEzOimhg0b0rhxYzp27MjFixdD1ebx48cMHDiQgIAAAKpUMZg2zc7cuSa6dDFjt4futQ8ePEjBggX57LPPmD179tt24aPy3//+lwULFjBy5EiCg4NZvny589zatWvJkiULmf+x+ODRo1CnjoXPPzeYPt1OnDgREXX4s1gs/Pbbb/Tt25fhw4dTvHhxzpw5Q8KE0K6dg/HjzRw79u6v8+TJE/bt2xdiCvL9+9C9u4V69RyUK/fxTOEWERERERGRD0PFQnlnwcHBDB48GE9PT8xmM7t27aJ3795YXzH86+RJKF7cys2bJjZvtlGpUsQWLH766SeSJUuGl5eXc4TX66xcuZIhQ4awdu1a57EGDQzGjXMwfryFOHGspEtnxcPDSrVqFlq1stC7t5mffjKzcKGJrVtNTJ++m7Jl65IhQ0bq1atHy5Yt+fbbb0P1+h+refPmMXjwYAYPHkzHjh35/PPPWbhwIfBsxOHatWtDTEH+4w+oVs1KpkywcKEdV9cICvw9sVqt9OnThx07dvDw4UO8vLyAZzsjZ8kC9etb+cfAy7eye/dugoODQxQL+/QxExQEI0aEsqotIiIiIiIi0cpHPplP3rf79+/j4+PDnTt3aNasGa7/qticOHGCli1bcuzYMXr06EHv3r1fuOY5f3/w9jbRvr2FtGlh+XIbadN+iF68npubG7Nnz6ZEiRIMGjSIwYMHv/b6rVu3ArBu3Tpq1qzpPN6mjYNcuQxOnTJx8ybcugW3bpk4dw62bzdz8yYEBDyfZ/05cJWjRw1u3YL06YczYcI+VqzYRpMm5UiRAtzdDYoW/ThGfjkcjpduXPPcrl27aNOmDV5eXnTv3h2A+vXr06FDB27dusXt27e5du0aFStWBODOHahSxUqcOLBihe297YwdGeTPn5+vvvqKHj16YLfbiR3bwsKFNooUsdKsmYWlS+285kf7Wlu3biVp0qTOEb67d5v49VcLY8faSZkyHDshIiIiIiIiUYaKhRJCUFAQu3fvZtOmTWzevJmDBw/icDgwmUwsWrSIhQsXkjhxYmw2GyNHjmTw4MFkypSJHTt2kD9//hD3cjieTSPdsMHMxo0mdu0y8fSpiQoVHMydaydevAjq5Et4eHgwYMAA+vfvT5kyZShZsuQrr/Xx8cFisbBu3ToMw8D0j4UWPT0NPD1fXuAzDBg1agq9eo2hXLkmeHl156+/rNy8CbdvJ+PIkfwcPnyDyZODefAgBjabie++s9Oz54ddyzGsjh49SuXKlZk8eTJVqlR54fzFixepU6cOhQsXZsKECc6fV82aNfn6669ZsmQJ/v7+xI4dm+LFi+PvDzVqWPDzg61bbSRP/qF79OFlypSJp0+fcu3aNdKnT0+mTDBzpp0aNSwMHWqmT5+3m6b/fL1Ck8lEcDB89ZWF/PkdETbtX0RERERERCI/FQujsJMnT5IgQQJSp079ymscDgfHjx93Fge3b99OQEAASZMmpVSpUrRu3ZpSpUpx7do16tatS7Fixfjxxx8ZOnQoBw4c4Ntvv2XAgAHEjBkTgGvXYNMmExs2mNm82cRff5mIE8egRAmD4cMdlC3rIGtWImXxq2vXrmzatInmzZtz4MABEidO/MI1V65cwdfXl7Zt2zJp0iROnDhBnjx53nhvwzAYMGAAw4YNo3PnzgwZ0v3vkXiOf1yTlIIFq5AoUSLWrFnHkCFmBgywcPmyiXHj7Li4hGdvw0dAQABeXl7cuXOHXr16UbFixRCb2dy/f58aNWqQIEECFi1aFGLUaeLEiSlfvjwLFy7EarVSunRpzOYYNGxo4fRpExs32siUKSJ69eE9X6fxwoULpE+fHoBKlQz69nUwaJCZ/PkNKlYM2yhTf39/9u/fz6hRowAYN87MqVOwa5edl+w3JCIiIiIiIgKoWBhl+fn5UbRoUQIDAylVqhSNGjUiV65cGIaBw+Hg1KlTbNy4kS1btnDnzh1ixYpF8eLFGTBgAGXKlCFPnjwhppWmT5+enTt3UrNmTWrWrEnmzJnx8fEhT57C+PiY2LjxWYHw9GkTJpNB/vwGrVo920ChUCHjo1hvzmKxMH36dPLnz0+7du1YtGhRiFGD8GxUoclkolevXsyePZt169a9sVhos9n46quvmD59urNY+DImk4nevXtTv3599u7dTd++RUiXzqBdOwuXLlkYONBB4cJGpCq09ujRg0uXLvHrr7/SqlUr5s2bR5MmTYBna1k2aNCAO3fusH37dhIlSvRC+3r16tGsWTNMppxUqDCKPHmsXL0Ky5fb+eyzD92biJMhQwasVisXLlygTJkyzuN9+jg4ePDZbtC7d9v45JPQ33PXrl3YbDZKlCjB3r0m+vc306GDI1r9XEVERERERCTsVCyMopYtW0ZgYCAjRoxg5cqVtGrVKsR5s9lM/vz5adGiBWXKlKFIkSLEiBHjtffMmDEjmzdv4+eft2OxVKR/f1fn1OK0aQ3KljXo29dO6dIGLxmU91FInTo1kyZNom7duvz666+0bt06xHkfHx/c3d1JlSoVJUuWZN26dXTt2vWV9wsICODLL7/E29ubqVOnOgtpr1K9enVy5crFkCFDWLlyJV5eBmnS2Gnf3kKJElbc3Q3atnXQsKGDuHHDpctvbdWqVUycOJGffvoJLy8vVq5cyeDBg6lfvz4uLi506NCBHTt2sGbNGrJkyfJC+2vX4PLluphMn2IYedm5007t2s+KzAULfhxrNYYXq9VKhgwZXtiR22yG6dPtFC1qpX59K1u32ogdO3T33Lp1K8mTJyd+/OxUrGihQAGDIUM0/VhERERERERez2QYRqT/rdwwDB4+fEisWLFeGOklL1e+fHnMZrNzx97r169z69YtzGYzJpOJtGnTkjBhwtfewzDg6lXYv9/E/v0m9u0zceiQiSdP/j+1uFw5I9JNLbbb7Zw9e5Zs2bKFmBIbFh06dGD27Nns3r3buTmEYRhkzpyZWrVqMWLECH755Re6dOnCzZs3ifeSBRgfPHhArVq1OHjwIAsWLAix0+/rLFy4kCZNmrBr1y4KFCgAPFv/ccMGE5MmmfH2NhEnDjRu/Gztudy536qL7+TGjRvkz5+fQoUKsXTpUkwmEydPnuSzzz5j7NixPH78mN69e/Prr786d/kFuHcPli0zMX++me3bTbi6QrJk+7BYFnDs2A/8PZs9Wvriiy+wWCwsW7bshXPHjj3bQbxaNYP+/e1kzkyITU9elvPFixcndepPuH59DleumNizx0aKFB+qNyLvV3g850UiG+W1RDfKeYlulPMSGRiGQUBAAPHixXttfU3Fwo+MYRj88ccfHDt2jKNHj3Ls2DH++OMPpk6dSt68eQG4evUqmTNnZsqUKSEKNW/y8CEcOPCsKPi8QHjz5rOfd9q0Bh4eBgUL/v8rsk4tDo+H8JMnTyhSpAhWq5WdO3cSM2ZMLl68SI4cOVi6dClVq1bF19eX7Nmzs2jRImrUqBGi/fXr16latSrXr19n+fLlFCpUKEzx582bl6xZs7J06dIXzl+5AlOnmpk+3czNmyY8PZ8VDWvVMnjD4NAw27RpE9OmTePnn392FpcdDgfVqlXj+PHjHDx4kKRJkzqvb968OStXruThw4f07NmTQYMG8eQJrF79rEC4bp0Jux1KlzZo0MBB9eoGFstjAgMDSZIkSfgG/5Hp3LkzGzZs4Pjx4y89v2CBiebNLdjtJuLGNXB3N8iXz+DTTw3y5LFjsZwld+6sWCwWHj16TNKk5cibdwEnT2ZiyxY7Hh6R/lEvEmp6sy1RkfJaohvlvEQ3ynmJDEJbLNQ05EgsMDCQU6dOOYuCR48e5fjx4/j5+QGQJEkS8ubNy6NHj+jQoQNbt27FbDazYMECYsSI8UIB65+Cg+HECdi/3+wsDp45A4Zhws3NoEABAy+vZ9NBPTwMUqb8QJ2OJGLHjs3s2bPx9PSkT58+jBw5Eh8fH8xmM8WLFwfgk08+IUuWLKxbty7Ez/rcuXNUqVIFh8PBli1byJEjR5he22Kx0KNHD1q2bMnRo0edReDn0qWD775z0Levg+XLTUyebKZpUytduxo0beqgdWsHGTO+84+A/fv3U6dOHfz9/fnzzz/x9vYmduzYjBs3jg0bNrB69eoQhUKAfv368dtvv1GrVj2KFv2O5s0tLF9u4vFjEx4eDoYPd1CnjuNfI9ziEjei51RHApkzZ2by5MnY7faXvnlo0MCgbFkbR46YnF8bNpiZMAEMw4qLS25y5YIcOcDHxxWH4wC+vjZ+/VWFQhEREREREQk9jSyMZI4cOcKoUaM4duwYZ8+exW63YzKZyJIlC3nz5sXd3d35Z8qUKTGZTOzYsYPSpUszefJkmjZtSr58+cidOzdz5swJcW+b7dkIr6lTzWzdaiIgwITFYpAnDxQs6MDD41lhMHv2kFMcPzbh+YnNzz//TOfOnVm+fDnz5s3j4sWL7Nq1y3m+S5cuLFu2zLnW3IEDB6hevTpJkyZl1apVpE2b9q1e12azkTt3bj799FMWLFjwxuvPnIEpU8zMmmXm4UOoWNFgxAg7WbO+1ctz9uxZSpYsSdasWfnuu++oUaMGJUuWpF+/fpQoUYL27dvzww8/vNDu8mX4/vsnrF4djzt3TGTNatCwoYP69R38veGvvMK6deuoVq0a586dI0OGDKFu9/gxHDniYP36O9y8mYJTp8wEBOzn2rXRXL06C1fXqP3MlOhJn8xLVKS8luhGOS/RjXJeIgONLPwI3blzh5o1axIzZkzKli1Lhw4dcHd3J1euXMSJE+eV7YoVK0bjxo3p3bs3GTJk4NSpUwwZMsR5PigIxowx88svZq5ffzbCa+DAZ6MG8+UzQr1hQnT01VdfsWHDBucGMf+e1l2hQgXGjRtHjhw5uHXrFv7+/hQpUoRly5a9dPff0LJarXTv3p127dpx8uRJcuXK9drrs2eHkSMdDB7sYNEiE8OHW6hWzcqOHTb+Nfjvjf7880+qVKlCsmTJnP14PtV648aN5MiRg8GDB4doc/YsjBhhYd48E/Hjx8PLy0GDBg4+/TTyrGUZ2WX+u5p64cKFMBUL48aFIkUMEiW6S7ZsSbBYLHh6dqR8+U9UKBQREREREZEwU7EwknA4HLRo0YKgoCB27NhB6tSpw9R+6NChrFy5krp165IkSRLKlSsHwJ49Jtq2tXD+PDRv/myK6qefvocORFEmk4kpU6aQP39+bt26RalSpUKcL1myJF9//TVWq5WUKVOSOnVqqlSpQqxYsd75tb/88kuGDBnCsGHDmD17dqjaxI4NzZoZlCplw9PTSr16FtautYd6LcP79+9TtWpVDMNg9erVzoJn+fLlmTZtGgMGDGDWrFnOnbOPHoXhwy0sWWIiZUoYOtRBq1YOXlPblldInz49VquVCxcuULZs2be+z8OHDzl06BDNmzcPx+hEREREREQkuviIJ5tGLSNHjmTdunXMmDEjzIVCgBQpUjBw4ED8/PyoV68egYEufPutmRIlLMSNa7B3r43x41UofBvJkiVj5syZeHh44OnpGeKcq6srP/74I8OGDeObb76hTp064VIofH7vbt268dtvv3Hu3LkwtU2fHhYvtnPggIn27S2EZrGBgIAAatWqxY0bN1i1ahVp0qQJcb5BgwacPXuWHDlysHeviRo1LHh4uHDwoImff3Zw9qyNb75RofBtWa1WMmbM6JzS/rZ27tyJ3W6nRIkS4RSZiIiIiIiIRCcqFkYCO3fupH///nTv3p3y5cu/9X3atWtH586d+fTTXuTLZ2X6dDMjRjjYts1OnjzhGHA0VLp0aXbu3Pna6eDvQ9OmTUmRIgXDhw8Pc9vChQ0mTbIze7aZH398/T91m81G48aNOXz4MCtWrHjppiwOB2zebKJCBQvFi1vx9TUxbZqNkydttG7tCPedmKOjzJkzc/78+Xe6x9atW0mVKpVzWrOIiIiIiIhIWGgaciQwf/58ChcuzMCBA9+qvWHAxYuwe7cLly6NYNQoM2XLOtiwwR4uu+JKxIkZMybdunWjc+fOZMyYkV69eoVqMdx58+ZRokQJGjVKzdmzdvr2NZM1q0H16i8OMTQMg/bt27N27VqWLl1KwYIFgWfFwePHYdu2ZxvibN9u4v59E59+arBggY0aNYyPeiOcyChz5sysW7fune6xdetWSpQoEeU3gxIREREREZH3Q7/qRwLjxo1j+fLlWK2hq90GBT1bi3D0aDN161pIl85KzpwutGxp5exZE7/+amP1ahUKo4p27drRt29fBg8eTJUqVbh169Zrrz948CDNmjVj4sSJAAwY4KBmTYOmTS0cPvzi9f369WPGjBlMmjSFlCkrMm6cmTp1LKRKZcXDw4Vevcw8eABffeVg82Ybe/faqFVLhcL3IXPmzFy6dAm73Q7Ahg0b8PT0xN/f/41tAwICaN++PQcPHqRy5crvO1QRERERERGJojSyMBIwmUzEixfvlef/+gt27zY5vw4cMBEUZCJWLIOCBQ2aN3dQtKhBoUIGCRN+wMDlg7BYLPTr149ixYrh5eVFgQIFmDVr1gubrTz3/fffA3DgwAEAzGaYNs1O6dIWate2smSJjSRJnu2i+8MP8xk5MoDcuc/SrVsW7t0z4epqULiwQfv2DkqUeJZj4bQMo7xB5syZCQ4O5sqVK2TIkIFevXpx7Ngxpk2bRseOHV/Z7syZMzRp0oQ///yTyZMnU69evQ8YtYiIiIiIiEQlKhZGYkuWmBg40MLZs8+mE6ZKZVCkiMH33z8rDubNa+DiEsFBygdTqlQp9u/fT7NmzahYsSJ9+vShT58+IaYlHz58mFWrVpEnTx4OHDiAw+HAbDYTOzYsXWrH09NKoUL/TBovLJZGJEpkpkYNFQcjWqZMmQC4cOECJ06c4NixY+TNm5dRo0bRtm1bXF1dX2gza9Ysvv76a1KkSMGOHTvIowVKRURERERE5B1oImEkZBgwdKiZhg2tZM5sMGOGjXPngrl0ycb8+Xa+/tpBgQIqFEZHKVKkYPXq1fTv358hQ4ZQqVIlbty44Tw/dOhQMmXKxJAhQ/Dz8wuxWUaqVHDwoI3Nm22sXGkjXbouFCzYg7t3HWzcaKd//2fFQhUKI066dOlwcXHh/Pnz/Pe//6V48eLMmjWL69evM3fu3BDXPn78mBYtWtCqVSvq1KnD3LlzyZkzZwRFLiIiIiIiIlGFioWRTFAQtGxpYcAAC/3721m61E6jRgYZMoD2KxB4Ni25T58+rFu3jjNnzuDh4cGmTZs4fvw4v//+Oz179qRQoUIA7Nu3L0TbRImgWDGDLFkucuXKKL79Nh+xYyuxIgur1UrGjBmZNGkShw8fpm/fvuTIkYPq1aszYsQI51qGx48fp0iRIixbtoxp06YxadIkYqnKKyIiIiIiIuFAxcJI5K+/oFIlC7/9ZmLWLBt9+zpUIJRXKlGiBPv378fd3Z3KlStTr149MmTIQKNGjUiQIAHZsmVzrlv4bytXriRGjBiUL1/+A0ctb5I5c2ZOnz5N0aJFKVmyJAA9evTgwoULLF68mKlTp+Lp6YmLiwu7d+/myy+/jNiARUREREREJErRmoWRxNmzUKOGlYcPYf16O0WKGBEdknwEkidPzqpVqxg+fDjfffcdkydPxuXv+ekeHh4vjCx8buXKlZQuXRo3N7cPGa6EQubMmQHo27cvpr8/LcifPz/lypWjbdu2PHnyhFatWjFy5EiNJhQREREREZFwp5GFkcCWLSaKF7fi6go7dthUKJQwMZvN9OrVi5s3b+Ll5eU8XrBgQY4dO0ZgYGCI6//66y927NjBF1988aFDlVCoU6cOnTp1okyZMiGO9+/fn+TJkzN79mwmTJigQqGIiIiIiIi8FxpZGAmsXWvCw8Ng3jw78eNHdDTysUqQIEGI7z08PAgODubYsWMULFjQedzb2xvDMKhSpcoHjlBCo3DhwhQuXPiF44UKFeLs2bMREJGIiIiIiIhEJyoWRgJDhjgwDLDqv4aEozx58hAjRgz27dsXoli4YsUKChUqRIoUKSIwOhERERERERGJjDQNORKwWFQolPDn6urKp59+yv79+53Hnjx5woYNGzQFWUREREREREReSsVCkSjMw8MjRLFw06ZNBAQEqFgoIiIiIiIiIi+lYqFIFObh4cGFCxe4d+8e/v7+TJ06lWzZspE1a9aIDk1EREREREREIiFNfhWJwjw8PADo3bs33t7e3L17lwkTJkRwVCIiIiIiIiISWWlkoUgUlilTJhInTsz06dMpU6YMJ06coGnTphEdloiIiIiIiIhEUhpZKBKFmUwmli1bRpw4cciTJ09EhyMiIiIiIiIikZyKhSJRXOHChSM6BBERERERERH5SGgasoiIiIiIiIiIiAAqFoqIiIiIiIiIiMjfVCwUERERERERERERIIzFwlGjRlG6dGnSpk1LlixZaNy4MefPn39tm3nz5pEwYcIQXylSpHinoEVERERERERERCT8hWmDk127dtGqVSvy5cuHzWZj8ODB1KpViz179hAnTpxXtnNzc2P//v3O700m09tHLCIiIiIiIiIiIu9FmIqFixcvDvH9hAkTyJIlC0eOHMHT0/OV7UwmE8mTJ3+7CEVEREREREREROSDCFOx8N8ePnwIQMKECV97nb+/P3ny5MHhcJA3b1769etHjhw5Xnl9UFAQQUFBzu8NwwDAbrdrVKK8kd1uD/GnSFSnnJfoRjkvUZHyWqIb5bxEN8p5iQye19fexGSE9sp/cTgcNGzYED8/P9auXfvK6/bt24evry+5cuXi4cOHjBs3jl27drF7925Sp0790jbDhg1j+PDhzu/jxo3LiRMnuHLlSqg7JiIiIiIiIiIiIs+YTCbSpUuHm5sbZvOrtzF562Jh586d2bhxI2vWrHll0e9lgoODKVSoELVr16ZPnz4vveZVIwtFRERERERERETk7b2pWPhW05C7devGunXr8Pb2DlOhEMDFxQV3d3d8fX1feU2MGDGIESOG83uHw+H8u6Yhy5s8fPiQ3Llzc+LECeLFixfR4Yi8d8p5iW6U8xIVKa8lulHOS3SjnJfIILSD8cJULDQMg+7du7N69WpWrlxJ+vTpwxyY3W7n1KlTlCtXLtRtXlftFPk3k8nE48ePMZlMKi5LtKCcl+hGOS9RkfJaohvlvEQ3ynmJDEKbe2EqFnbt2pXFixczb9484saNy61btwCIFy8esWLFAqBdu3akTJmSAQMGAPDDDz9QoEABPvnkE/z8/Pjpp5+4evUqTZo0CctLi4iIiIiIiIiIyHsWpmLhtGnTAKhatWqI4+PHj6dRo0YAXLt2LcRIwAcPHvDNN99w+/ZtEiRIQN68eVm3bh3Zs2d/19hFREREREREREQkHIWpWHj//v03XrNq1aoQ3w8ZMoQhQ4aELSqRdxAjRgx69OgRYt1LkahMOS/RjXJeoiLltUQ3ynmJbpTz8jF5692QRUREREREREREJGrRziEiIiIiIiIiIiICqFgoIiIiIiIiIiIif1OxUERERERERERERAAVC0VERERERERERORvKhbKR0X78YiIiIiIiEhk9Ndff+l3VokSVCyUj8aDBw94/Pix83s9hCWqs9lsADgcjgiOROTDUM5LVPXXX39x+fJlHj58COg9jER9f/zxB926dePw4cMRHYrIB3HlyhXq1q1L586dMZlMei8jHz0VC+Wj0L17d0qXLk3Dhg1p27YtN2/exGQyRXRYIu9Nz549qV+/PgBmsx7VEvUp5yUqMgyDHj16ULp0aby8vChdujS+vr56DyNRlmEYdO7cmc8++4yAgACyZcsW0SGJvFeGYdCpUyfy58/PqVOn2L17N0FBQXovIx89ZbBEao8fP6ZBgwYcO3aMcePGUb9+fS5fvkz9+vU5depURIcnEu7Onj1LvXr18Pb2ZsuWLSxatAjQSCuJupTzElVt27aNokWLcvjwYSZMmEC/fv1IliwZ3bp1i+jQRN4Lb29vMmXKxMGDB9m8eTM///wzsWPHBjSaVqKmn3/+mfTp03PixAk2b97MyJEjSZIkCadPn47o0ETemYqFEqkdP36cy5cvM2LECDw9PWnSpAnTp0/n9OnTTJ48mevXr0d0iCLh6ty5c6RIkYLx48fTrl07+vfvT3BwsD6dlChLOS9R1eHDh6lUqRJLly6lWLFilC1blooVK+Lq6ordbgdUQJGoZf369bi5uTF27Fg+/fRTjh8/zrJlyzh+/HiIpYREogJ/f398fHwYOnQoGzduJE+ePKRJk4YLFy44n+364FM+ZiZD71IkElu1ahXt2rXj2rVrzmPHjx+nTp06xIkTh549e1KvXr0IjFAkfDgcDsxmM/fv3+f27dtky5aNK1euULFiRerXr8+AAQOc14h8zP6dx/fu3ePOnTvKefno/Ttf79+/z+PHj0mbNi3wbN3CBg0aULBgQYoVK0blypUjKlSRcPHvnL948SJff/01GTJk4OHDhxw7doz48eNz7do13N3dmTlzJvHjx4/AiEXezb9z3jAM57ISDocDPz8/KlasSMOGDenUqVMERSkSPvQOXCKNUaNG0bt3b6ZPn87Tp08BSJkyJSlSpGDIkCHO62bOnEmdOnWIESMGGzduBPTJvHycVq5c6Vzs/vkbj4QJEzrX90mdOjWdOnViwoQJXL16FbPZrFyXj9oPP/xAx44dGTFiBPfu3QMgUaJEynn56L0stxMmTOgsFC5btoxs2bJhtVr5888/6dChA//5z3+4cuVKRIYt8tb+nfMOh4NMmTJRpkwZNm/ejMViYfbs2cyYMYOFCxdy8uRJBg4cSFBQUESHLvJWXvacN5lMzpHiz9/Lx4oVC39//wiLUyS8aGShRLjz58/j5eWF2WwmW7ZsbNmyhZw5czJs2DBy5crFlClT6NWrFx4eHpw+fZqkSZPi4+ODt7c3PXv25NKlSxHdBZEw2bFjB507d+bChQuMGjWKZs2avfLau3fvUrduXVKlSsWcOXM+XJAi4ejatWt8+eWXBAcHU7RoUVauXEmqVKn45ptvqF69eohP5pXz8jF5U24/t3XrVqxWK56engAcOXKESpUqMX/+fEqWLBlB0YuE3atyvkOHDtSqVYvHjx8zbdo0qlSpQqZMmZztfv/9d9q3b8+RI0dIlixZBPZAJGxC+x7m+ajDRo0aYbPZWLRoUYj3NyIfG40slAj3fH2TrVu3Mm3aNPbs2cPDhw8ZNWoUV69epW3btqxcuZK6desyZcoUDh48iJubG48ePSJDhgzOT3ZEPgZnz55l2rRplChRAi8vL0aOHMnNmzdfeX3ixInp3r073t7e7Ny5E4DNmzdz4cKFDxWyyDvbvn07DocDb29vRowYwcGDB0mRIgUTJ07k+PHjmEwmbDYboJyXj8ubcvu5EiVKOAuFAFmzZgXQyEL56Lwq56dMmcKxY8eIGzcuzZs3D1EoBJwFQj3L5WMTmvcwdrvdObIwX7583Lx5k7t376pQKB81FQslQtlsNs6cOUPSpEmxWCwAJE+enC5dunDt2jVmzJgBgKenJ61ataJChQoA2O129u7dS65cuUiUKFFEhS8SZgkTJqRUqVK0atWKwYMH43A4GD9+/GvblChRgpo1a9K+fXvKlSvHl19+iZ+f3weKWOTdXblyBRcXF+LEiQNAnDhx+Oqrr4gRIwZjx44FwGq1OqccK+flYxGa3H6ZpUuX4u7uTrly5T5UqCLh4nU5/9NPPwHg5ub2QjsfHx8KFixIwYIFP2i8Iu8qNM95i8XifA8TN25cAgMDsdvtWkpFPmoqFkqEslqtBAUFERgYiMPhcK75UKNGDT799FMOHTrEsWPHnNdfvHiRS5cu0bVrV/bs2UP9+vUBrVkoH49kyZLRuHFjsmXLhpubG71792bKlCkhRqD8240bN7h//z5Xr14lZ86cnD17lvz583/AqEXeTWBgIBaLhTt37jiPeXp6UrZsWc6dO4ePjw/w/2e5cl4+FqHNbXj2HsbX15du3boxaNAgvvjiC1KkSBEBUYu8vbDk/IULF7h06RLdunVjzpw51K9fP8QHQyIfg9Dm/PPfY8uUKcOFCxe4ffu2RhbKR03FQokwzx+oXl5e+Pj4cOrUKSwWi3MqWo0aNbh27Rq+vr7ONj4+PtSrV48TJ06wYMECihcvDqAHsXxU/rlpQ+PGjcmTJw9Dhw515v4/nT9/ntatW3Pjxg127tzJ2LFjX/qJvUhk5HA4AGjYsCEHDhzg0KFDIc6XKFGCGDFicOTIEeDZvw3lvHwMwprbDx48YP78+dSqVYvjx4+zZMkSvvrqK71/kY9GWHP+/v37zJo1i8qVK3P8+HEWLVpEw4YNAb1vl49DWHPearUC4Ofnh5eXF0mTJlVhXD5q2uBE3quAgABixYr10nM2mw2r1UpgYCB16tTBxcWFZcuWhVgI9rPPPqNhw4Z069YNePbG448//iBfvnwfrA8iYRGanH/uea7v2rWLatWqMWfOHCpVqoTdbufBgwckTpwYPz8/rly5Qp48eT5UF0TeyssW8f5nzjdv3hxfX1+WLl1K4sSJndeUK1eOzz77jOHDhwPw6NEj/vjjD+W8RBrvktv58uXjhx9+AODMmTP4+flRqFChDxe8yFsIr5w/ceIEfn5+IdbrFImMwuM9zPMNTkSiCmWzvBfBwcF07tyZJk2a0K5dO/bv3+/8ZOXp06fAs09f7HY7Dx8+pFevXuzcuZNp06Y5r3vw4AGxY8cmQYIEzvsmTJhQhUKJlEKb8zabjdu3bwP//2S9aNGi1K5dmx9++IGtW7dSv359Jk6cSFBQEPHjx1fRRCKl4OBgxo0bx6pVq4CQI0Wejxy3Wq08ffoUX19fBg0axPnz55kwYYJz/UGbzYarq2uI57ybm5tyXiJUeOZ2woQJnW2zZ8+uQqFESu8r53Pnzq1CoURK7+M9jAqFEtUooyXc3bp1i7Jly3Ly5EkqVqzIyZMn6dy5s3MBWFdXVwAmTZpEqlSp2LRpE56ennTv3p1hw4bx7bffsmvXLkaMGMHjx48pUaJERHZH5I3CkvNp0qRh48aNL0xLaNWqFUePHqVmzZoAzoWTRSKjDRs2ULx4cQYMGMCKFSu4ceMG8P81B59vWDVp0iQyZszIypUrSZs2LUOHDuX333+nZcuWeHt7M2DAAHx9fZ2bV4lENOW2RDfKeYlulPMioaNpyBLuVqxYwdChQ1myZAmpUqXCz8+PiRMnMmbMGDZv3kyOHDlo0aIFe/bsoX///tSvX9/5ac7kyZP5/fff8fPzw2w2M2bMGC1qL5Heu+S83W7nt99+4+uvvyZv3ryMHDkSd3f3CO6RyKv5+/vTu3dvYsWKRfLkyVm5ciVffvklLVq0cF7z9OlTevbsyapVqxg8eDB169Z1fuK+du1apk2bxoMHD7DZbPzwww8UKFAgoroj4qTcluhGOS/RjXJeJPRULJRw83ydhmnTpvHjjz9y6tQp57lbt27Rtm1bgoODWb16NQcOHCBr1qzEixcvRNvnf7969Srp06ePkH6IhNa75PxzT548YdasWcSMGZNmzZp94B6IhJ1hGOzbt49EiRKRJUsWmjZtytOnT+nTpw+5c+d2XuPr60vSpElf+pwHuH37NsmSJYuQPoi8jHJbohvlvEQ3ynmR0NM0ZHkny5cvx8fHh5s3bzofoBaLhWTJkrFr1y7ndcmTJ+fbb79l//79bN68mQIFChA3blzn+X8+fM1mswqFEmmFV84/Fzt2bNq1a6dCoURa/8x5eLauT6FChciSJQsAzZo14/r166xevdo5hcdkMpEpU6YQxfF/r+WjN9kS0ZTbEt0o5yW6Uc6LvD0VC+WtLFiwgKxZszJu3Dhat25Ns2bNWLFiBQD58uUjKCiIffv2OTd2AMiRIwdly5Zl0aJFgBaBlY+Lcl6im5fl/POFwB0Oh/NNdalSpfDw8GD79u1s27YN4IU1OUUiE+W2RDfKeYlulPMi706/uUqY2Gw251ps/fr1w9vbmzlz5pAxY0Zmz55NQEAA7u7uFCpUiFWrVrFv3z5n22TJkuHi4uJcNFbkY6Ccl+jmdTk/c+ZMgoKCMJvNmEwmHA4HAG3atCEoKAhvb2/8/f0xDIMLFy4A/99VUCSiKbclulHOS3SjnBcJPyoWSpj4+/vz119/0aBBAxo3boyrqyuFChUiW7ZsPHr0yDmqqlevXgQHBzNjxgyuX7/ubB8QEODcXl7kY6Ccl+jmTTlvs9mc15rNZgzDIGvWrFSpUoXDhw8zYsQISpcuTZs2bbDb7SqWS6Sh3JboRjkv0Y1yXiT8qFgob3Tx4kXncOz48eNTvXp1OnbsiNlsdn4ikzp1ap48eUKsWLGAZ+u1de7cmevXr1OxYkXGjx9Pu3btOHLkCFWrVo2wvoiEhnJeopuw5LyLi0uIts/blShRgiNHjvDTTz/x6aefsnbtWr3Jlgin3JboRjkv0Y1yXuT9ULFQXmnZsmXkzZuXhg0bUq5cOWbPng1Anjx5sFgsIXaFWr9+PXny5MHV1dU50qp69er8+uuvlC5dmt27d3Pv3j1Wr15NkSJFIqxPIq+jnJfo5m1z/t+fzE+bNo0yZcpQvHhxDh06xJgxY3B1dY2QPomAcluiH+W8RDfKeZH3yxrRAUjktGXLFgYOHEjHjh3JmDEjW7ZsoUuXLjgcDurXr0/MmDExmUwYhkFQUBCnT5+mY8eOACEerqlSpWLMmDEEBgYSM2bMiOqOyBsp5yW6eZect1pDvn0oWLAgU6dOpWbNmhHRFZEQlNsS3SjnJbpRzou8fyoWSgiGYWAymdi/fz+JEiWiadOmuLi4UKZMGQIDA5k5cyaJEyematWqmEwmAO7fv8+jR48oUKAA8Gwo+LRp0/j++++d91XRRCIr5bxEN+8j53Pnzk3u3LkjrE8ioNyW6Ec5L9GNcl7kw9E0ZAnh+UP1zJkzZMyYERcXF4KDgwHo27cvMWLEwNvbm1u3bjnbbN26ldSpU5M8eXJ69uxJ4cKFuXr1KsHBwdp6XiI95bxEN8p5iaqU2xLdKOclulHOi3w4GlkYzW3ZsoW1a9eSIUMGChYsSP78+YFni7z269cPu93ufAgnSJCABg0a8PPPP3P+/HmSJ0+OYRisW7eO06dPkzdvXpIlS8b69evJly9fBPdM5OWU8xLdKOclqlJuS3SjnJfoRjkvEnE0sjCaunnzJg0aNKBt27bcv3+fOXPmUKtWLQ4ePAiAp6cnbm5uDB8+HPj/TlFNmzbl0aNHHD9+HICAgAACAgKIHTs2I0aMYPfu3Xr4SqSknJfoRjkvUZVyW6Ib5bxEN8p5kYinkYXR0JMnTxg0aBCxY8dmw4YNpE+fHoCyZcsybdo08ufPT/LkyWnevDmjRo3Cy8uLNGnSONeIyJw5M2fOnAEgduzY9OzZk08//TQCeyTyesp5iW6U8xJVKbclulHOS3SjnBeJHDSyMBqKHTs2rq6uNGrUiPTp0zu3jy9Xrhznzp3DMAzc3NyoW7cu7u7utGjRgitXrmAymbh69Sp//fUXlStXdt5PD1+J7JTzEt0o5yWqUm5LdKOcl+hGOS8SOZgMreoZLQUHB+Pi4gKAw+HAbDbTunVr4sSJw5gxY5zXXb9+nWrVqmGz2ciXLx/79u0jS5YsTJkyhWTJkkVQ9CJhp5yX6EY5L1GVcluiG+W8RDfKeZGIp2KhOFWsWJGmTZvSsGFDHA4HAGazGV9fX44cOcLBgwfJnTs3DRs2jOBIRcKHcl6iG+W8RFXKbYlulPMS3SjnRT4sFQsFgD/++IMKFSqwcOFC51Dtp0+f4urqGrGBibwnynmJbpTzElUptyW6Uc5LdKOcF/nwtGZhNPe8Vrxnzx7ixInjfPgOHz6cnj17cufOnQiMTiT8KeclulHOS1Sl3JboRjkv0Y1yXiTiqFgYzZlMJgAOHjxItWrV2LJlC3nz5mXq1KlUrVqVpEmTRnCEIuFLOS/RjXJeoirltkQ3ynmJbpTzIhFH05CFwMBAPD09uXTpEq6urvTs2ZNOnTpFdFgi741yXqIb5bxEVcptiW6U8xLdKOdFIoY1ogOQiBczZkzSpUtHyZIl+f7774kZM2ZEhyTyXinnJbpRzktUpdyW6EY5L9GNcl4kYmhkoQBgt9uxWCwRHYbIB6Ocl+hGOS9RlXJbohvlvEQ3ynmRD0/FQhEREREREREREQG0wYmIiIiIiIiIiIj8TcVCERERERERERERAVQsFBERERERERERkb+pWCgiIiIiIiIiIiKAioUiIiIiIiIiIiLyNxULRUREREREREREBFCxUERERERERERERP6mYqGIiIiIvFHVqlXp1atXRIchIiIiIu+ZioUiIiIiEq527NhBwoQJ8fPzi+hQRERERCSMVCwUERERERERERERQMVCEREREfkXf39/2rVrR5o0aciePTs///xziPMLFiygVKlSpE2blmzZstGqVSvu3LkDwJUrV6hWrRoAGTJkIGHChLRv3x4Ah8PBqFGjyJs3LylTpqRYsWIsX778w3ZORERERF5LxUIRERERCaF///7s3LmTuXPnsmTJEnbs2MGxY8ec5202G71792b79u3MmTOHK1euOAuCqVOnZtasWQDs37+fM2fOMHToUABGjRrFwoULGTVqFLt376Z9+/a0bduWnTt3fvhOioiIiMhLmQzDMCI6CBERERGJHB4/fkymTJmYNGkSNWrUAOD+/fvkypWLpk2bOgt//3T48GFKly7N1atXiRs3Ljt27KBatWr88ccfxI8fH4CgoCA++eQTli1bRsGCBZ1tv/76a548ecKvv/76QfonIiIiIq9njegARERERCTyuHTpEk+fPiV//vzOYwkTJiRz5szO748cOcKwYcM4ceIEfn5+OBwOAK5du0b27Nlfel9fX1+ePHlCrVq1Qhx/+vQp7u7u76EnIiIiIvI2VCwUERERkVDz9/endu3alC5dmsmTJ5MkSRKuXbtG7dq1CQ4Ofm07gIULF5IyZcoQ51xdXd9rzCIiIiISeioWioiIiIhTxowZcXFx4eDBg6RNmxaABw8ecPHiRTw9PTl//jz37t1jwIABpEmTBng2DfmfXFxcALDb7c5j2bJlI0aMGFy9ehVPT88P1BsRERERCSsVC0VERETEKW7cuHz55Zf079+fRIkSkSRJEv773/9iNj/bFy9NmjS4uroyefJkWrRowalTp/jxxx9D3CNt2rSYTCbWrVtHuXLliBkzJm5ubnTo0IE+ffpgGAaFCxfm4cOH7N27Fzc3Nxo2bBgR3RURERGRf9FuyCIiIiISwqBBgyhSpAgNGzakZs2aFC5cmLx58wKQJEkSxo8fz/LlyylcuDBjxoxh0KBBIdqnSpWKXr168d1335E1a1a6d+8OQJ8+fejWrRujR4+mUKFC1KlTh/Xr15MuXboP3kcREREReTnthiwiIiIiIiIiIiKARhaKiIiIiIiIiIjI31QsFBEREREREREREUDFQhEREREREREREfmbioUiIiIiIiIiIiICqFgoIiIiIiIiIiIif1OxUERERERERERERAAVC0VERERERERERORvKhaKiIiIiIiIiIgIoGKhiIiIiIiIiIiI/E3FQhEREREREREREQFULBQREREREREREZG//Q9N+xzBLMNaDgAAAABJRU5ErkJggg==\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 0x131b5bfd0>"
]
},
"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 0x13199bbe0>"
]
},
"execution_count": 14,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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"text/plain": [
"<Figure size 1600x325 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"zscoredf = df.ta.zscore(length=30, append=True)\n",
"zcolors = [\"darkgreen\", \"green\", \"silver\", \"silver\", \"red\", \"maroon\", \"black\"]\n",
"zcols = df[[\"-4\", \"-3\", \"-2\", \"2\", \"3\", \"4\", zscoredf.name]].tail(recent_bars(df))\n",
"zcols.plot(figsize=ind_size, color=zcolors, linewidth=1.2, title=ctitle(zscoredf.name, ticker=ticker, length=recent_bars(df)), grid=True).axhline(y=0, color=\"black\", lw=1.1)"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.lines.Line2D at 0x131b4a520>"
]
},
"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: 0.3.17b0 [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 0x131153430>"
]
},
"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: 0.3.17b0 [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 0x131842e20>"
]
},
"execution_count": 18,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"Chart(df, style=\"yahoo\", title=ticker, verbose=False,\n",
" last=recent_bars(df), rpad=10, clr=True, squeeze=True, lazybear=True,\n",
" show_nontrading=False, # Intraday use if needed\n",
")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Archer Moving Averages Trends\n",
"Archer Moving Average Trends (__amat__) returns the long and short run trends of fast and slow moving averages.\n",
"* The _pink_ background, on the Price chart, is when Archer MAs are bearish. Conversely, a _white_ background is bullish"
]
},
{
"cell_type": "code",
"execution_count": 19,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 1200x1000 with 6 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"Pandas v: 1.3.0 [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: 0.3.17b0 [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 0x131da4b80>"
]
},
"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: 0.3.17b0 [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 0x132a30460>"
]
},
"execution_count": 20,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"Chart(df, style=\"yahoo\", title=ticker, verbose=False,\n",
" last=recent_bars(df), rpad=10,\n",
" volume=True, midpoint=False, ohlc4=False,\n",
" rsi=False, clr=True, macd=False, zscore=False, squeeze=False, lazybear=False,\n",
" archermas=False, archerobv=True,\n",
" show_nontrading=False, # Intraday use if needed\n",
")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Disclaimer\n",
"* All investments involve risk, and the past performance of a security, industry, sector, market, financial product, trading strategy, or individuals trading does not guarantee future results or returns. Investors are fully responsible for any investment decisions they make. Such decisions should be based solely on an evaluation of their financial circumstances, investment objectives, risk tolerance, and liquidity needs.\n",
"\n",
"* Any opinions, news, research, analyses, prices, or other information offered is provided as general market commentary, and does not constitute investment advice. I will not accept liability for any loss or damage, including without limitation any loss of profit, which may arise directly or indirectly from use of or reliance on such information."
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (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
}