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pandas-ta/examples/example.ipynb
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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 v0.3.63b0\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 - v0.3.63b0\n",
"\n",
"Indicators and Utilities [148]:\n",
" aberration, accbands, ad, adosc, adx, alligator, alma, amat, ao, aobv, apo, aroon, atr, atrts, bbands, bias, bop, brar, cci, cdl_pattern, cdl_z, cfo, cg, chop, cksp, cmf, cmo, coppock, cti, cube, decay, decreasing, dema, dm, donchian, dpo, ebsw, efi, ema, entropy, eom, er, eri, fisher, fwma, ha, hilo, hl2, hlc3, hma, hwc, hwma, ichimoku, ifisher, increasing, inertia, jma, kama, kc, kdj, kst, kurtosis, kvo, linreg, log_return, long_run, macd, mad, mama, massi, mcgd, median, mfi, midpoint, midprice, mom, natr, nvi, obv, ohlc4, pdist, percent_return, pgo, ppo, psar, psl, pvi, pvo, pvol, pvr, pvt, pwma, qqe, qstick, quantile, reflex, remap, rma, roc, rsi, rsx, rvgi, rvi, short_run, sinwma, skew, slope, sma, smi, smma, squeeze, squeeze_pro, ssf, ssf3, stc, stdev, stoch, stochf, stochrsi, supertrend, swma, t3, td_seq, tema, thermo, tos_stdevall, trendflex, trima, trix, true_range, tsi, tsignals, ttm_trend, ui, uo, variance, vhf, vidya, vortex, vwap, vwma, wb_tsv, wcp, willr, wma, xsignals, zlma, zscore\n",
"\n",
"Candle Patterns [62]:\n",
" 2crows, 3blackcrows, 3inside, 3linestrike, 3outside, 3starsinsouth, 3whitesoldiers, abandonedbaby, advanceblock, belthold, breakaway, closingmarubozu, concealbabyswall, counterattack, darkcloudcover, doji, dojistar, dragonflydoji, engulfing, eveningdojistar, eveningstar, gapsidesidewhite, gravestonedoji, hammer, hangingman, harami, haramicross, highwave, hikkake, hikkakemod, homingpigeon, identical3crows, inneck, inside, invertedhammer, kicking, kickingbylength, ladderbottom, longleggeddoji, longline, marubozu, matchinglow, mathold, morningdojistar, morningstar, onneck, piercing, rickshawman, risefall3methods, separatinglines, shootingstar, shortline, spinningtop, stalledpattern, sticksandwich, takuri, tasukigap, thrusting, tristar, unique3river, upsidegap2crows, xsidegap3methods\n",
"\n",
"Total Candles, Indicators and Utilities: 210\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: pandas.core.series.Series, length: Union[int, numpy.integer] = None, talib: bool = None, presma: bool = None, offset: Union[int, numpy.integer] = None, **kwargs: Optional[dict]) -> pandas.core.series.Series\n",
" Exponential Moving Average (EMA)\n",
" \n",
" The Exponential Moving Average is a more responsive moving average\n",
" compared to the Simple Moving Average (SMA). The weights are determined\n",
" by alpha which is proportional to it's length. There are several\n",
" different methods of calculating EMA. One method uses just the standard\n",
" definition of EMA and another uses the SMA to generate the initial value\n",
" for the rest of the calculation.\n",
" \n",
" Sources:\n",
" https://stockcharts.com/school/doku.php?id=chart_school:technical_indicators:moving_averages\n",
" https://www.investopedia.com/ask/answers/122314/what-exponential-moving-average-ema-formula-and-how-ema-calculated.asp\n",
" \n",
" Args:\n",
" close (pd.Series): Series of 'close's\n",
" length (int): It's period. Default: 10\n",
" talib (bool): If TA Lib is installed and talib is True, Returns\n",
" the TA Lib version. Default: True\n",
" presma (bool, optional): If True, uses SMA for initial value like\n",
" TA Lib. Default: True\n",
" offset (int): How many periods to offset the result. Default: 0\n",
" \n",
" Kwargs:\n",
" adjust (bool, optional): Default: False\n",
" fillna (value, optional): pd.DataFrame.fillna(value)\n",
" fill_method (value, optional): Type of fill method\n",
" \n",
" Returns:\n",
" pd.Series: New feature generated.\n",
"\n"
]
}
],
"source": [
"help(ta.ema)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": 4,
"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": 5,
"metadata": {},
"outputs": [],
"source": [
"# help(e.ta.ticker)"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"==== Company Information =====================================================\n",
"SPDR S&P 500 ETF Trust(SPDR S&P 500) [SPY]\n",
"\n",
"==== Market Information =====================================================\n",
"Market | Exchange | Symbol | Category US | PCX | SPY | Large Blend\n",
"\n",
"NAV | Yield 412.07 | 1.3000%\n",
"\n",
"\n",
"\n",
"==== Price Information =====================================================\n",
"Open High Low | Close 423.5900 423.5900 411.2100 | 412.0000\n",
"HL2 | HLC3 | OHLC4 | C - OHLC4 418.5400, 416.3600, 418.1675, -6.1675\n",
"Change (%) -15.8100 (-3.6956%)\n",
"Bid | Ask | Spread 413.35 x 1400 | 413.45 x 4000 | 0.1000\n",
"Volume | Market | Avg Vol (10Day) \n",
" 145,491,088 | 145,491,088 | 105,112,352 (102,313,060)\n",
"\n",
"52Wk Range (% from 52Wk Low) 404 - 479.98 : 75.9800 (1.9802%)\n",
"SMA 50 | SMA 200 437.1890 | 448.1483\n",
"Avg. Return 3Yr | 5Yr 15.2500% | 14.4100%\n",
"\n",
"==== Dividends / Splits =====================================================\n",
"Trailing Annual Dividend Rate | Yield 5.662 | 1.3235%\n",
"\n",
"\n",
"Stock Splits (Last 5 of 118):\n",
"Date 2022-03-18 2021-12-17 2021-09-17 2021-06-18 2021-03-19\n",
"Ratio 1.366 1.633 1.428 1.376 1.278\n",
"[+] yf | SPY(7367, 7): 3189.1786 ms (3.1892 s)\n"
]
}
],
"source": [
"# Recent Data\n",
"ticker = \"BTC-USD\"\n",
"ticker = \"SPY\"\n",
"df = e.ta.ticker(ticker, kind=\"info\", timed=True)\n",
"recent_startdate = df.tail(recent_bars(df)).index[0]\n",
"recent_enddate = df.tail(recent_bars(df)).index[-1]"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"From 2021-05-03 00:00:00 to 2022-04-29 00:00:00\n"
]
},
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>Open</th>\n",
" <th>High</th>\n",
" <th>Low</th>\n",
" <th>Close</th>\n",
" <th>Volume</th>\n",
" <th>Dividends</th>\n",
" <th>Stock Splits</th>\n",
" </tr>\n",
" <tr>\n",
" <th>Date</th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>2021-05-03</th>\n",
" <td>413.982163</td>\n",
" <td>414.386841</td>\n",
" <td>412.245043</td>\n",
" <td>412.768158</td>\n",
" <td>68128300</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2021-05-04</th>\n",
" <td>410.665847</td>\n",
" <td>411.188962</td>\n",
" <td>406.323003</td>\n",
" <td>410.221680</td>\n",
" <td>101591200</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2021-05-05</th>\n",
" <td>411.958809</td>\n",
" <td>412.205562</td>\n",
" <td>409.757763</td>\n",
" <td>410.349976</td>\n",
" <td>60162200</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2021-05-06</th>\n",
" <td>410.428955</td>\n",
" <td>413.765058</td>\n",
" <td>408.306886</td>\n",
" <td>413.626892</td>\n",
" <td>74321400</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2021-05-07</th>\n",
" <td>414.436221</td>\n",
" <td>417.328158</td>\n",
" <td>413.715692</td>\n",
" <td>416.637238</td>\n",
" <td>67733800</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" Open High Low Close Volume \\\n",
"Date \n",
"2021-05-03 413.982163 414.386841 412.245043 412.768158 68128300 \n",
"2021-05-04 410.665847 411.188962 406.323003 410.221680 101591200 \n",
"2021-05-05 411.958809 412.205562 409.757763 410.349976 60162200 \n",
"2021-05-06 410.428955 413.765058 408.306886 413.626892 74321400 \n",
"2021-05-07 414.436221 417.328158 413.715692 416.637238 67733800 \n",
"\n",
" Dividends Stock Splits \n",
"Date \n",
"2021-05-03 0.0 0 \n",
"2021-05-04 0.0 0 \n",
"2021-05-05 0.0 0 \n",
"2021-05-06 0.0 0 \n",
"2021-05-07 0.0 0 "
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# print(f\"{df.name}{df.tail(recent_bars(df)).shape} from {recent_startdate} to {recent_enddate}\")\n",
"\n",
"print(f\"\\nFrom {recent_startdate} to {recent_enddate}\")\n",
"df.tail(recent_bars(df)).head()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Aliases"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [],
"source": [
"opendf = df[\"Open\"]\n",
"highdf = df[\"High\"]\n",
"lowdf = df[\"Low\"]\n",
"closedf = df[\"Close\"]\n",
"volumedf = df[\"Volume\"]"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## DataFrame **constants**: When you need some simple lines for charting"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Columns: Open, High, Low, Close, Volume, Dividends, Stock Splits, -5, -4, -3, -2, -1, 0, 1, 2, 3, 4, 5, -100, -90, -80, -70, -50, -30, -20, -10, 10, 20, 30, 50, 70, 80, 90, 100\n"
]
}
],
"source": [
"# help(df.ta.constants) # for more info\n",
"chart_lines = np.append(np.arange(-5, 6, 1), np.arange(-100, 110, 10))\n",
"df.ta.constants(True, chart_lines) # Adding the constants for the charts\n",
"df.ta.constants(False, np.array([-60, -40, 40, 60])) # Removing some constants from the DataFrame\n",
"print(f\"Columns: {', '.join(list(df.columns))}\")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Example Charting Class utilizing **mplfinance** panels"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [],
"source": [
"class Chart(object):\n",
" def __init__(self, df: pd.DataFrame = None, study: ta.Study = ta.CommonStudy, *args, **kwargs):\n",
" self.verbose = kwargs.pop(\"verbose\", False)\n",
"\n",
" if isinstance(df, pd.DataFrame) and df.ta.datetime_ordered:\n",
" self.df = df\n",
" if self.df.name is not None and self.df.name != \"\":\n",
" df_name = str(self.df.name)\n",
" else:\n",
" df_name = \"DataFrame\"\n",
" if self.verbose: print(f\"[i] Loaded {df_name}{self.df.shape}\")\n",
" else:\n",
" print(f\"[X] Oops! Missing 'ohlcv' data or index is not datetime ordered.\\n\")\n",
" return None\n",
"\n",
" self._validate_mpf_kwargs(**kwargs)\n",
" self._validate_chart_kwargs(**kwargs)\n",
" self._validate_ta_study(study)\n",
"\n",
" # Build TA and Plot\n",
" self.df.ta.study(self.study, verbose=self.verbose)\n",
" self._plot(**kwargs)\n",
"\n",
" def _validate_ta_study(self, study):\n",
" if study is not None or isinstance(study, ta.study):\n",
" self.study = study\n",
" elif len(self.study_ta) > 0:\n",
" print(f\"[+] Study: {self.study_name}\")\n",
" else:\n",
" self.study = ta.CommonStudy\n",
"\n",
" def _validate_chart_kwargs(self, **kwargs):\n",
" \"\"\"Chart Settings\"\"\"\n",
" self.config = {}\n",
" self.config[\"last\"] = kwargs.pop(\"last\", recent_bars(self.df))\n",
" self.config[\"rpad\"] = kwargs.pop(\"rpad\", 10)\n",
" self.config[\"title\"] = kwargs.pop(\"title\", \"Asset\")\n",
" self.config[\"Volume\"] = kwargs.pop(\"Volume\", True)\n",
"\n",
" def _validate_mpf_kwargs(self, **kwargs):\n",
" # mpf global chart settings\n",
" default_chart = mpf.available_styles()[-1]\n",
" default_mpf_width = {\n",
" 'candle_linewidth': 0.6,\n",
" 'candle_width': 0.525,\n",
" 'volume_width': 0.525\n",
" }\n",
" mpfchart = {}\n",
"\n",
" mpf_style = kwargs.pop(\"style\", \"\")\n",
" if mpf_style == \"\" or mpf_style.lower() == \"random\":\n",
" mpf_styles = mpf.available_styles()\n",
" mpfchart[\"style\"] = mpf_styles[rnd.randrange(len(mpf_styles))]\n",
" elif mpf_style.lower() in mpf.available_styles():\n",
" mpfchart[\"style\"] = mpf_style\n",
"\n",
" mpfchart[\"figsize\"] = kwargs.pop(\"figsize\", (12, 10))\n",
" mpfchart[\"non_trading\"] = kwargs.pop(\"nontrading\", False)\n",
" mpfchart[\"rc\"] = kwargs.pop(\"rc\", {'figure.facecolor': '#EDEDED'})\n",
" mpfchart[\"plot_ratios\"] = kwargs.pop(\"plot_ratios\", (12, 1.7))\n",
" mpfchart[\"scale_padding\"] = kwargs.pop(\"scale_padding\", {'left': 1, 'top': 4, 'right': 1, 'bottom': 1})\n",
" mpfchart[\"tight_layout\"] = kwargs.pop(\"tight_layout\", True)\n",
" mpfchart[\"type\"] = kwargs.pop(\"type\", \"candle\")\n",
" mpfchart[\"width_config\"] = kwargs.pop(\"width_config\", default_mpf_width)\n",
" mpfchart[\"xrotation\"] = kwargs.pop(\"xrotation\", 15)\n",
" \n",
" self.mpfchart = mpfchart\n",
"\n",
" def _attribution(self):\n",
" print(f\"\\nPandas v: {pd.__version__} [pip install pandas] https://github.com/pandas-dev/pandas\")\n",
" print(f\"Data from AlphaVantage v: 1.0.19 [pip install alphaVantage-api] http://www.alphavantage.co https://github.com/twopirllc/AlphaVantageAPI\")\n",
" print(f\"Technical Analysis with Pandas TA v: {ta.version} [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\")\n",
" print(f\"Charts by Matplotlib Finance v: {mpf.__version__} [pip install mplfinance] https://github.com/matplotlib/mplfinance\\n\")\n",
"\n",
" def _right_pad_df(self, rpad: int, delta_unit: str = \"D\", range_freq: str = \"B\"):\n",
" if rpad > 0:\n",
" dfpad = self.df[-rpad:].copy()\n",
" dfpad.iloc[:,:] = np.NaN\n",
"\n",
" df_frequency = self.df.index.value_counts().mode()[0] # Most common frequency\n",
" freq_delta = pd.Timedelta(df_frequency, unit=delta_unit)\n",
" new_dr = pd.date_range(start=self.df.index[-1] + freq_delta, periods=rpad, freq=range_freq)\n",
" dfpad.index = new_dr # Update the padded index with new dates\n",
" self.df = self.df.append(dfpad)\n",
" \n",
" \n",
" def _plot(self, **kwargs):\n",
" if not isinstance(self.mpfchart[\"plot_ratios\"], tuple):\n",
" print(f\"[X] plot_ratios must be a tuple\")\n",
" return\n",
"\n",
" # Override Chart Title Option\n",
" chart_title = self.config[\"title\"]\n",
" if \"title\" in kwargs and isinstance(kwargs[\"title\"], str):\n",
" chart_title = kwargs.pop(\"title\")\n",
"\n",
" # Override Right Bar Padding Option\n",
" rpad = self.config[\"rpad\"]\n",
" if \"rpad\" in kwargs and kwargs[\"rpad\"] > 0:\n",
" rpad = int(kwargs[\"rpad\"])\n",
"\n",
" def cpanel():\n",
" return len(self.mpfchart[\"plot_ratios\"])\n",
"\n",
" # Last Second Default TA Indicators\n",
" linreg = kwargs.pop(\"linreg\", False)\n",
" linreg_name = self.df.ta.linreg(append=True).name if linreg else \"\"\n",
"\n",
" midpoint = kwargs.pop(\"midpoint\", False)\n",
" midpoint_name = self.df.ta.midpoint(append=True).name if midpoint else \"\"\n",
"\n",
" ohlc4 = kwargs.pop(\"ohlc4\", False)\n",
" ohlc4_name = self.df.ta.ohlc4(append=True).name if ohlc4 else \"\"\n",
"\n",
" clr = kwargs.pop(\"clr\", False)\n",
" clr_name = self.df.ta.log_return(cumulative=True, append=True).name if clr else \"\"\n",
"\n",
" rsi = kwargs.pop(\"rsi\", False)\n",
" rsi_length = kwargs.pop(\"rsi_length\", None)\n",
" if isinstance(rsi_length, int) and rsi_length > 1:\n",
" rsi_name = self.df.ta.rsi(length=rsi_length, append=True).name\n",
" elif rsi:\n",
" rsi_name = self.df.ta.rsi(append=True).name\n",
" else: rsi_name = \"\"\n",
" \n",
" zscore = kwargs.pop(\"zscore\", False)\n",
" zscore_length = kwargs.pop(\"zscore_length\", None)\n",
" if isinstance(zscore_length, int) and zscore_length > 1:\n",
" zs_name = self.df.ta.zscore(length=zscore_length, append=True).name\n",
" elif zscore:\n",
" zs_name = self.df.ta.zscore(append=True).name\n",
" else: zs_name = \"\"\n",
"\n",
" macd = kwargs.pop(\"macd\", False)\n",
" macd_name = \"\"\n",
" if macd:\n",
" macds = self.df.ta.macd(append=True)\n",
" macd_name = macds.name\n",
"\n",
" squeeze = kwargs.pop(\"squeeze\", False)\n",
" lazybear = kwargs.pop(\"lazybear\", False)\n",
" squeeze_name = \"\"\n",
" if squeeze:\n",
" squeezes = self.df.ta.squeeze(lazybear=lazybear, detailed=True, append=True)\n",
" squeeze_name = squeezes.name\n",
"\n",
" ama = kwargs.pop(\"archermas\", False)\n",
" ama_name = \"\"\n",
" if ama:\n",
" amas = self.df.ta.amat(append=True)\n",
" ama_name = amas.name\n",
"\n",
" aobv = kwargs.pop(\"archerobv\", False)\n",
" aobv_name = \"\"\n",
" if aobv:\n",
" aobvs = self.df.ta.aobv(append=True)\n",
" aobv_name = aobvs.name\n",
"\n",
" # Pad and trim Chart\n",
" self._right_pad_df(rpad)\n",
" mpfdf = self.df.tail(self.config[\"last\"]).copy()\n",
" mpfdf_columns = list(self.df.columns)\n",
" \n",
" tsig = kwargs.pop(\"tsignals\", False)\n",
" if tsig:\n",
" # Long Trend requires Series Comparison (<=. <, = >, >=)\n",
" # or Trade Logic that yields trends in binary.\n",
" default_long = mpfdf[\"SMA_10\"] > mpfdf[\"SMA_20\"]\n",
" long_trend = kwargs.pop(\"long_trend\", default_long)\n",
" if not isinstance(long_trend, pd.Series):\n",
" raise(f\"[X] Must be a Series that has boolean values or values of 0s and 1s\")\n",
" mpfdf.ta.percent_return(append=True)\n",
" mpfdf.ta.tsignals(long_trend, append=True)\n",
" buys = np.where(mpfdf.TS_Entries > 0, 1, np.nan)\n",
" sells = np.where(mpfdf.TS_Exits > 0, 1, np.nan)\n",
" mpfdf[\"ACTRET_1\"] = mpfdf.TS_Trends * mpfdf.PCTRET_1\n",
"\n",
" # BEGIN: Custom TA Plots and Panels\n",
" # Modify the area below \n",
" taplots = [] # Holds all the additional plots\n",
"\n",
" # Panel 0: Price Overlay\n",
" if linreg_name in mpfdf_columns:\n",
" taplots += [mpf.make_addplot(mpfdf[linreg_name], type=kwargs.pop(\"linreg_type\", \"line\"), color=kwargs.pop(\"linreg_color\", \"black\"), linestyle=\"-.\", width=1.2, panel=0)]\n",
"\n",
" if midpoint_name in mpfdf_columns:\n",
" taplots += [mpf.make_addplot(mpfdf[midpoint_name], type=kwargs.pop(\"midpoint_type\", \"scatter\"), color=kwargs.pop(\"midpoint_color\", \"fuchsia\"), width=0.4, panel=0)]\n",
"\n",
" if ohlc4_name in mpfdf_columns:\n",
" taplots += [mpf.make_addplot(mpfdf[ohlc4_name], ylabel=ohlc4_name, type=kwargs.pop(\"ohlc4_type\", \"scatter\"), color=kwargs.pop(\"ohlc4_color\", \"blue\"), alpha=0.85, width=0.4, panel=0)]\n",
" \n",
" if self.study.name == ta.CommonStudy.name:\n",
" total_sma = 0 # Check if all the overlap indicators exists before adding plots\n",
" for c in [\"SMA_10\", \"SMA_20\", \"SMA_50\", \"SMA_200\"]:\n",
" if c in mpfdf_columns: total_sma += 1\n",
" else: print(f\"[X] Indicator: {c} missing!\")\n",
" if total_sma == 4:\n",
" ta_smas = [\n",
" mpf.make_addplot(mpfdf[\"SMA_10\"], color=\"green\", width=1.5, panel=0),\n",
" mpf.make_addplot(mpfdf[\"SMA_20\"], color=\"orange\", width=2, panel=0),\n",
" mpf.make_addplot(mpfdf[\"SMA_50\"], color=\"red\", width=2, panel=0),\n",
" mpf.make_addplot(mpfdf[\"SMA_200\"], color=\"maroon\", width=3, panel=0),\n",
" ]\n",
" taplots += ta_smas\n",
"\n",
" if tsig:\n",
" taplots += [\n",
" mpf.make_addplot(0.985 * mpfdf.Close * buys, type=\"scatter\", marker=\"^\", markersize=26, color=\"blue\", panel=0),\n",
" mpf.make_addplot(1.015 * mpfdf.Close * sells, type=\"scatter\", marker=\"v\", markersize=26, color=\"fuchsia\", panel=0),\n",
" ]\n",
" \n",
" if len(ama_name):\n",
" amat_sr_ = mpfdf[amas.columns[-1]][mpfdf[amas.columns[-1]] > 0]\n",
" amat_sr = amat_sr_.index.to_list()\n",
" else:\n",
" amat_sr = None\n",
"\n",
" # Panel 1: If volume=True, the add the VOL MA. Since we know there is only one, we immediately pop it.\n",
" if self.config[\"Volume\"]:\n",
" volma = [x for x in list(self.df.columns) if x.startswith(\"VOL_\")].pop()\n",
" max_vol = mpfdf[\"Volume\"].max()\n",
" # Volume axis\n",
" ta_volume = [mpf.make_addplot(mpfdf[volma], color=\"black\", width=1.2, panel=1, ylim=(-.2 * max_vol, 1.5 * max_vol))]\n",
" taplots += ta_volume\n",
"\n",
" # Panels 2 - 9\n",
" common_plot_ratio = (3,)\n",
"\n",
" if len(aobv_name):\n",
" _p = kwargs.pop(\"aobv_percenty\", 0.2)\n",
" aobv_ylim = ta_ylim(mpfdf[aobvs.columns[0]], _p)\n",
" taplots += [\n",
" mpf.make_addplot(mpfdf[aobvs.columns[0]], ylabel=aobv_name, color=\"black\", width=1.5, panel=cpanel(), ylim=aobv_ylim),\n",
" mpf.make_addplot(mpfdf[aobvs.columns[2]], color=\"silver\", width=1, panel=cpanel(), ylim=aobv_ylim),\n",
" mpf.make_addplot(mpfdf[aobvs.columns[3]], color=\"green\", width=1, panel=cpanel(), ylim=aobv_ylim),\n",
" mpf.make_addplot(mpfdf[aobvs.columns[4]], color=\"red\", width=1.2, panel=cpanel(), ylim=aobv_ylim),\n",
" ]\n",
" self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel\n",
"\n",
" if clr_name in mpfdf_columns:\n",
" _p = kwargs.pop(\"clr_percenty\", 0.1)\n",
" clr_ylim = ta_ylim(mpfdf[clr_name], _p)\n",
"\n",
" taplots += [mpf.make_addplot(mpfdf[clr_name], ylabel=clr_name, color=\"black\", width=1.5, panel=cpanel(), ylim=clr_ylim)]\n",
" if (1 - _p) * mpfdf[clr_name].min() < 0 and (1 + _p) * mpfdf[clr_name].max() > 0:\n",
" taplots += [mpf.make_addplot(mpfdf[\"0\"], color=\"gray\", width=1.2, panel=cpanel(), ylim=clr_ylim)]\n",
" self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel\n",
"\n",
" if rsi_name in mpfdf_columns:\n",
" rsi_ylim = (0, 100)\n",
" taplots += [\n",
" mpf.make_addplot(mpfdf[rsi_name], ylabel=rsi_name, color=kwargs.pop(\"rsi_color\", \"black\"), width=1.5, panel=cpanel(), ylim=rsi_ylim),\n",
" mpf.make_addplot(mpfdf[\"20\"], color=\"green\", width=1, panel=cpanel(), ylim=rsi_ylim),\n",
" mpf.make_addplot(mpfdf[\"50\"], color=\"gray\", width=0.8, panel=cpanel(), ylim=rsi_ylim),\n",
" mpf.make_addplot(mpfdf[\"80\"], color=\"red\", width=1, panel=cpanel(), ylim=rsi_ylim),\n",
" ]\n",
" self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel\n",
" \n",
" if macd_name in mpfdf_columns:\n",
" _p = kwargs.pop(\"macd_percenty\", 0.15)\n",
" macd_ylim = ta_ylim(mpfdf[macd_name], _p)\n",
" taplots += [\n",
" mpf.make_addplot(mpfdf[macd_name], ylabel=macd_name, color=\"black\", width=1.5, panel=cpanel()),#, ylim=macd_ylim),\n",
" mpf.make_addplot(mpfdf[macds.columns[-1]], color=\"blue\", width=1.1, panel=cpanel()),#, ylim=macd_ylim),\n",
" mpf.make_addplot(mpfdf[macds.columns[1]], type=\"bar\", alpha=0.8, color=\"dimgray\", width=0.8, panel=cpanel()),#, ylim=macd_ylim),\n",
" mpf.make_addplot(mpfdf[\"0\"], color=\"black\", width=1.2, panel=cpanel()),#, ylim=macd_ylim),\n",
" ]\n",
" self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel \n",
"\n",
" if zs_name in mpfdf_columns:\n",
" _p = kwargs.pop(\"zascore_percenty\", 0.2)\n",
" zs_ylim = ta_ylim(mpfdf[zs_name], _p)\n",
" taplots += [\n",
" mpf.make_addplot(mpfdf[zs_name], ylabel=zs_name, color=\"black\", width=1.5, panel=cpanel(), ylim=zs_ylim),\n",
" mpf.make_addplot(mpfdf[\"-3\"], color=\"red\", width=1.2, panel=cpanel(), ylim=zs_ylim),\n",
" mpf.make_addplot(mpfdf[\"-2\"], color=\"orange\", width=1, panel=cpanel(), ylim=zs_ylim),\n",
" mpf.make_addplot(mpfdf[\"-1\"], color=\"silver\", width=1, panel=cpanel(), ylim=zs_ylim),\n",
" mpf.make_addplot(mpfdf[\"0\"], color=\"black\", width=1.2, panel=cpanel(), ylim=zs_ylim),\n",
" mpf.make_addplot(mpfdf[\"1\"], color=\"silver\", width=1, panel=cpanel(), ylim=zs_ylim),\n",
" mpf.make_addplot(mpfdf[\"2\"], color=\"orange\", width=1, panel=cpanel(), ylim=zs_ylim),\n",
" mpf.make_addplot(mpfdf[\"3\"], color=\"red\", width=1.2, panel=cpanel(), ylim=zs_ylim)\n",
" ]\n",
" self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel\n",
"\n",
" if squeeze_name in mpfdf_columns:\n",
" _p = kwargs.pop(\"squeeze_percenty\", 0.6)\n",
" sqz_ylim = ta_ylim(mpfdf[squeeze_name], _p)\n",
" taplots += [\n",
" mpf.make_addplot(mpfdf[squeezes.columns[-4]], type=\"bar\", color=\"lime\", alpha=0.65, width=0.8, panel=cpanel(), ylim=sqz_ylim),\n",
" mpf.make_addplot(mpfdf[squeezes.columns[-3]], type=\"bar\", color=\"green\", alpha=0.65, width=0.8, panel=cpanel(), ylim=sqz_ylim),\n",
" mpf.make_addplot(mpfdf[squeezes.columns[-2]], type=\"bar\", color=\"maroon\", alpha=0.65, width=0.8, panel=cpanel(), ylim=sqz_ylim),\n",
" mpf.make_addplot(mpfdf[squeezes.columns[-1]], type=\"bar\", color=\"red\", alpha=0.65, width=0.8, panel=cpanel(), ylim=sqz_ylim),\n",
" mpf.make_addplot(mpfdf[\"0\"], color=\"black\", width=1.2, panel=cpanel(), ylim=sqz_ylim),\n",
" mpf.make_addplot(mpfdf[squeezes.columns[4]], ylabel=squeeze_name, color=\"green\", width=2, panel=cpanel(), ylim=sqz_ylim),\n",
" mpf.make_addplot(mpfdf[squeezes.columns[5]], color=\"red\", width=1.8, panel=cpanel(), ylim=sqz_ylim),\n",
" ]\n",
" self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel\n",
"\n",
" if tsig:\n",
" _p = kwargs.pop(\"tsig_percenty\", 0.23)\n",
" treturn_ylim = ta_ylim(mpfdf[\"ACTRET_1\"], _p)\n",
" taplots += [\n",
" mpf.make_addplot(mpfdf[\"ACTRET_1\"], ylabel=\"Active % Return\", type=\"bar\", color=\"green\", alpha=0.45, width=0.8, panel=cpanel(), ylim=treturn_ylim),\n",
" mpf.make_addplot(pd.Series(mpfdf[\"ACTRET_1\"].mean(), index=mpfdf[\"ACTRET_1\"].index), color=\"blue\", width=1, panel=cpanel(), ylim=treturn_ylim),\n",
" mpf.make_addplot(mpfdf[\"0\"], color=\"black\", width=1, panel=cpanel(), ylim=treturn_ylim),\n",
" ]\n",
" self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel\n",
"\n",
" _p = kwargs.pop(\"cstreturn_percenty\", 0.58)\n",
" mpfdf[\"CUMACTRET_1\"] = mpfdf[\"ACTRET_1\"].cumsum()\n",
" cumactret_ylim = ta_ylim(mpfdf[\"CUMACTRET_1\"], _p)\n",
" taplots += [\n",
" mpf.make_addplot(mpfdf[\"CUMACTRET_1\"], ylabel=\"Cum Trend Return\", type=\"bar\", color=\"silver\", alpha=0.45, width=1, panel=cpanel(), ylim=cumactret_ylim),\n",
" mpf.make_addplot(0.9 * buys * mpfdf[\"CUMACTRET_1\"], type=\"scatter\", marker=\"^\", markersize=14, color=\"green\", panel=cpanel(), ylim=cumactret_ylim),\n",
" mpf.make_addplot(1.1 * sells * mpfdf[\"CUMACTRET_1\"], type=\"scatter\", marker=\"v\", markersize=14, color=\"red\", panel=cpanel(), ylim=cumactret_ylim),\n",
" mpf.make_addplot(mpfdf[\"0\"], color=\"black\", width=1, panel=cpanel(), ylim=cumactret_ylim),\n",
" ] \n",
" self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel\n",
"\n",
" # END: Custom TA Plots and Panels\n",
" \n",
" if self.verbose:\n",
" additional_ta = []\n",
" chart_title = f\"{chart_title} [{self.study.name}] (last {self.config['last']} bars)\"\n",
" chart_title += f\"\\nSince {mpfdf.index[0]} till {mpfdf.index[-1]}\"\n",
" if len(linreg_name) > 0: additional_ta.append(linreg_name)\n",
" if len(midpoint_name) > 0: additional_ta.append(midpoint_name)\n",
" if len(ohlc4_name) > 0: additional_ta.append(ohlc4_name)\n",
" if len(additional_ta) > 0:\n",
" chart_title += f\"\\nIncluding: {', '.join(additional_ta)}\"\n",
"\n",
" if amat_sr:\n",
" vlines_ = dict(vlines=amat_sr, alpha=0.1, colors=\"red\")\n",
" else:\n",
" # Hidden because vlines needs valid arguments even if None \n",
" vlines_ = dict(vlines=mpfdf.index[0], alpha=0, colors=\"white\")\n",
"\n",
" dfmt=\"%-m/%-d/%Y\"\n",
" try:\n",
" datetime.now().strftime(dfmt)\n",
" except:\n",
" dfmt=\"%m/%d/%Y\"\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=dfmt,\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(7367, 34)\n",
"[+] Study: Common Price and Volume SMAs\n",
"[i] Indicator arguments: {'append': True}\n",
"[i] No multiprocessing (cores = 0).\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"[i] Progress: 100%|███████████████████████████| 5/5 [00:00<00:00, 774.71it/s]"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"[i] Total indicators: 5\n",
"[i] Columns added: 5\n",
"[i] Last Run: Sunday May 1, 2022, NYSE: 14:14:53, Local: 18:14:53 PDT, Day 121/365 (33.00%)\n",
"tsignals\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"\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: 0.3.63b0 [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 0x131e9c0a0>"
]
},
"execution_count": 11,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Used for example Trend Return Long Trend Below\n",
"macd_ = ta.macd(closedf)\n",
"macdh = macd_[macd_.columns[1]]\n",
"\n",
"Chart(df,\n",
" # style: which mplfinance chart style to use. Added \"random\" as an option.\n",
" # rpad: how many bars to leave empty on the right of the chart\n",
" style=\"yahoo\", title=ticker, last=recent_bars(df), rpad=10,\n",
" \n",
" # Overlap Indicators\n",
" linreg=True, midpoint=False, ohlc4=False, archermas=True,\n",
" \n",
" # Example Indicators with default parameters\n",
" volume=True, rsi=True, clr=False, macd=True, zscore=False, squeeze=False, lazybear=False,\n",
"\n",
" # Archer OBV and OBV MAs (https://www.tradingview.com/script/Co1ksara-Trade-Archer-On-balance-Volume-Moving-Averages-v1/)\n",
" archerobv=False,\n",
"\n",
" # Create trends and see their returns\n",
" tsignals=True,\n",
" # Example Trends or create your own. Trend must yield Booleans\n",
" long_trend=ta.sma(closedf,10) > ta.sma(closedf,20), # trend: sma(close,10) > sma(close,20) [Default Example]\n",
"# long_trend=closedf > ta.ema(closedf,5), # trend: close > ema(close,5)\n",
"# long_trend=ta.sma(closedf,10) > ta.ema(closedf,50), # trend: sma(close,10) > ema(close,50)\n",
"# long_trend=ta.increasing(ta.ema(closedf), 10), # trend: increasing(ema, 10)\n",
"# long_trend=macdh > 0, # trend: macd hist > 0\n",
"# long_trend=macd_[macd_.columns[0]] > macd_[macd_.columns[-1]], # trend: macd > macd signal\n",
"# long_trend=ta.increasing(ta.sma(ta.rsi(closedf), 10), 5, asint=False), # trend: rising sma(rsi, 10) for the previous 5 periods\n",
"# long_trend=ta.squeeze(highdf, lowdf, closedf, lazybear=True, detailed=True).SQZ_PINC > 0,\n",
"# long_trend=ta.amat(closedf, 50, 200, mamode=\"sma\").iloc[:,0], # trend: amat(50, 200) long signal using sma\n",
" show_nontrading=False, # Intraday use if needed\n",
" verbose=True, # More detail\n",
")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Indicator Examples\n",
"* Examples of simple and complex indicators. Most indicators return a Series, while a few return DataFrames.\n",
"* All indicators can be called one of three ways. Either way, they return the result.\n",
"\n",
"### Three ways to use pandas_ta\n",
"1. Stand Alone like TA-Lib ta.**indicator**(*kwargs*).\n",
"2. As a DataFrame Extension like df.ta.**indicator**(*kwargs*). Where df is a DataFrame with columns named \"open\", \"high\", \"low\", \"close, \"volume\" for simplicity.\n",
"3. Similar to #2, but by calling: df.ta(kind=\"**indicator**\", *kwargs*)."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Cumulative Log Return"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<AxesSubplot:title={'center':'SPY: CUMLOGRET_1 from 2021-05-03 00:00:00 to 2022-04-29 00:00:00 (252)'}, xlabel='Date'>"
]
},
"execution_count": 12,
"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": [
"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 0x13420fa00>"
]
},
"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 0x1342ae1c0>"
]
},
"execution_count": 14,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 1600x325 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"zscoredf = df.ta.zscore(length=30, append=True)\n",
"zcolors = [\"darkgreen\", \"green\", \"silver\", \"silver\", \"red\", \"maroon\", \"black\"]\n",
"zcols = df[[\"-4\", \"-3\", \"-2\", \"2\", \"3\", \"4\", zscoredf.name]].tail(recent_bars(df))\n",
"zcols.plot(figsize=ind_size, color=zcolors, linewidth=1.2, title=ctitle(zscoredf.name, ticker=ticker, length=recent_bars(df)), grid=True).axhline(y=0, color=\"black\", lw=1.1)"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.lines.Line2D at 0x1342935b0>"
]
},
"execution_count": 15,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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Mz89Hly5dsHXrVowaNQpLly6Fs7Mzxo0bh++//17tMsuj7lgBtNtW2i7TEPNevXoVLVq0gFis/HjRpk0b5OXl4f79+0rTly9fjvT0dMybN0/jsrWhqq2FhYWQSCSwsrJSmtfOzg4AcPny5XKXqe15SdfjV9W1V9vtp+7v7+fnB39/f6V1PX36FA0aNMDs2bOVpmnb1oqel8+dOweRSITmzZuXOx+XmJgIOzs74e+jqGvXrnBycoKdnR0GDBiABw8eaL1MQPU+3KJFC5w9e1ar5RBCSE1CgUJCCDETM2fORF5eHpo1a4b27dvj448/xuHDh1FUVKRy/qKiIqSkpCAlJQU3btzA2LFjkZSUhNdee02Yx8nJCStWrMCZM2fQs2dPBAUFYf78+Tq3LTQ0FK1bt8aOHTsgl8uF6UePHkVycrIQSASAO3fuwNnZGUFBQWqX17RpUwAlg6kbi1wuFwZn//XXX8s8JIwfPx6enp4YN24cGjRogMmTJ2P79u3IzMzUe53ff/89PD09UadOHYwbNw4vvfQSfvvtN+H3aWlpKCwshK+vb5nP8mnqCszY29tj9OjR8Pb2hrOzM0aPHi38m0tISMD58+fx8ccf44MPPkBgYCBmzZoFNzc3/Pvvv5g1axbmz5+PY8eOITMzEwsWLCiznjZt2mDbtm2YPHky/v77b/j7++PDDz/Em2++idWrV2Py5MnYu3cvbG1tsXHjRp23kVQqxfLly1GnTh20bt1amP78+XN4e3srBXO12S7c119/DScnJ7zyyis6t0kdXf9e7du3x+LFi/HXX39hzZo1kEgkGDVqlFaFE54/f6603NLr4m1RpGl/K29d2nwnTW3S9DfRZfs9f/4cEokEXl5eSvNZWVnB3d1d47p0aau2318VHjDnx+Po0aOFyuM//fQToqOjsWnTJnz77beYOnUqjh07hnbt2mHevHlqXwKUR9V+XdFttWTJEkgkEgwdOrTc+dLS0rB+/Xp07NhR5fYqTZftmpiYiEWLFmHRokVlArb6UvW9wsLCIJPJcP78eaV5T58+DaAkaFYebc9L+hy/qtZVGcelLm2t6Hn57t27cHNz0+pv/PDhQ/z5558YMmQIJBKJMN3Ozg7jxo3DqlWrsHv3bnz00Uc4duwY2rdvj/j4+HKXqWkfDg4Oxp07dzS2jRBCahoLUzeAEEJIiYiICPz777/48ssvcejQIfz777/4+uuv4enpifXr12PAgAFK8x8+fBienp7CvyUSCcaMGYMlS5YozTdkyBD06dMH+/fvx6+//qqUbaQqo0yd0aNH4/3338epU6fQpUsXACUZhlZWVkrByezsbDg6Opa7LP77rKwsrdevq6+++gpHjhzB//3f/wntVeTt7Y3r16/js88+w+7du/Hjjz/ixx9/hJWVFebNm4d58+aVeTjSZMSIEWjVqhVevHiBvXv3IikpCfn5+cLv+f9bW1uX+ayNjY3SPPoYMmSI0j7x/PlzXLt2DR999BHc3NyE6eHh4YiIiMD+/fvLLGPixInC/0skErRq1QoJCQmYMGGCMN3FxQVhYWFaV2pW9N577+HOnTvYt28fLCz+uw3Jz8/Xe7t88cUXOHr0KFavXg0XFxed26SOrn+v0pkp48ePR8uWLTFnzhyMGzeu3Ew/bdel+HtN+1t569LmO2lqU+l1sVIVl3XZfvn5+WWyvtStq0uXLjqvq/RxaIxjcP/+/fDx8cGIESOEaZaWlpg2bRpGjBiBkydPol+/flovT91+rcu2Km3btm3YsGEDPvroI4SGhqqdTy6XY9SoUcjIyNC68rQu2/Xjjz9GcHCw0vmmItR9r5EjR+Kzzz7D+PHjsWrVKoSGhuLw4cNYvXp1mTapYqhjpfSyVF17DbUuxetq7dq19T4ura2tK3yspKamwtXVtdx5ACAvLw+vvfYabG1ty1SJf/311/H6668L/x40aBB69eqFTp06YfHixfjxxx9VLlObfdjV1RX5+fnIy8tTmcVICCE1FWUUEkKIGWndujX+/PNPpKen4+LFi5g9ezays7MxdOjQMm+927ZtiyNHjuDo0aM4d+4cUlJS8PPPP6sMRvDMLVVdjbQ1fPhwSCQSoStlQUEBdu/ejVdeeUXpQcDR0VFj5gz/vaaAor7Onj2LBQsWoGPHjiqz5jhfX1+sWbMGz58/x71797BixQp4enpi/vz52LBhg87rDQoKQo8ePTBixAj8+uuvCA4ORo8ePYSHKf63UZVZUlBQoDSPPurUqaP07ydPngAoyaoprUGDBkhJSUFubq7SdN6FnHN2doaNjU2ZjExnZ2ekp6fr1L6lS5di3bp1WLRoEfr06aP0O1tbW722y44dOzBv3jxMmDABkydP1qk9XH5+PhITE5V+FNep79/LysoK7733HjIyMoQujjk5OUrrefHihd7r0rS/qaPtttbUJk37qi7fydbWFlKpVOVyDLEuxc/ru69p8uTJE4SGhpbpOsq7bfLjURvl7df6bqvTp09jwoQJ6NWrFxYvXlzu+qdOnYqDBw9i/fr1QgY4UJIRXPpYkclkQru02a7nz5/H1q1b8d1335XZVorUHZe6fC8fHx/s2bMHhYWF6NmzJ+rUqYNZs2YJgSMHB4dyt4OhjhXFeYy9LkMflxU9VkoHKkuTyWQYPnw47ty5gz/++AN+fn4al9mhQwe0bdsWR48eVTuPun1YVdt0fSlICCHVHQUKCSHEDFlZWaF169b44osvsGbNGhQVFWHnzp1K83h4eKBHjx7o3r072rVrZ9BMKlW8vLwQERGBXbt2oaioCJGRkcjOzlbqdgyUPBRnZmYiLi5O7bJu3LgBAGjYsKHB25mWloYRI0bAyckJ27ZtU+rCpI5IJEK9evUwdepUnDp1CmKxGL/++muF2zJ06FDEx8cLY/m5ubnB2tpa6PqliE/T5iFJnYoEGTlV20vdNtT0AKho8+bN+Pjjj/HOO++oHJPM19cXiYmJZZZZ3nY5cuQIxo4di759+6rNKtHGjh074Ovrq/QDGObvFRAQAKBkvwSAZcuWKa2HB/H5OtWti7elPKX3N3V8fX21+k6a2qTpu+uy/Xx9fSGTyZCcnKw0n1QqRWpqqsZ16dJWbb+/qWjar/XZVtevX8eAAQPQuHFj/PHHH0rZvKUtXLgQq1evxldffYUxY8Yo/e7cuXNljhXe/VPb7frRRx+hY8eOqFOnDmJjYxEbG4uUlBRhXn7tUHdc6vq9OnXqhJiYGFy9ehVnzpzB06dP8dJLLwEA6tWrp3Y78O+kzXnJEMdvZR2XurRVn/OyInd3d40vlN566y3s3bsXmzdvRrdu3cqdV1FAQIBwXi2tvH1YUXp6Ouzs7Axy7SSEkOqEAoWEEGLmeBagqpv6yjZq1CikpaXhwIED2LZtG5ycnNC/f3+leXjXup9//lnlMrKysvD333+jfv36CAkJMXgbx40bh/j4eGzatAn+/v46fz44OBiurq4G2d48s4uPeygWi9GkSRNcunSpzLwXLlxAcHCwQbMs+TiR9+7dK/O7u3fvwsPDA/b29gZbnzp///03Jk6ciFdffRWrVq1SOU+zZs2Ql5dXZtzKCxcuCL8vPX3w4MFo1aoVfv/993IDH5r06tULR44cUfoBDPP34t2zeZfwsWPHKq2HB6Rr1aoFT09Pleu6ePFime+vSun9TZ1mzZrh/v37Zbr+l97WjRs3hoWFRZk2SaVSXLt2TWObdNl+fFml57106RLkcrnGdenSVm2/vzrqso+CgoLw4MEDpXFcgZJjjf9eE232a1231aNHj9C7d294eXlh//795WbRrVq1Cp9++ik++OADfPzxx2V+37Rp0zLHio+Pj9CuK1eulPn+Fy5cgJ2dnRCUi4uLw6lTp1CnTh3hZ9asWQCAAQMGIDw8HID641Kf7yWRSNCsWTO8/PLLcHBwEDLRevToofYz/Dtpc14yxPGr7fZT9/d/9uwZEhISNK5Ll7bqel4urX79+khPT1d7Tpo1axY2bdqE7777TqnLvjZiYmKUhtrgNO3Dih4/flymUAshhBAAJqu3TAghRMk///zD5HJ5melLlixhANi3334rTAsKCmJ9+/bVetkLFixgANiLFy+Upj98+JA9fPhQ6+VkZ2czOzs71qtXL2Ztbc3GjRtXZp7CwkLWsGFDZm9vz6KiopR+J5PJ2MiRIxkAtn37dmH648ePGQC2dOlSrduiynfffccAsKlTp2qc9/z58ywnJ6fM9AsXLjAAbMCAAVqvNzk5WeX0/v37M5FIxB48eCBM++qrrxgApW1z9+5dJpFI2Mcff6xxXZ07d2aNGjVSmlbe9mvWrBnz9vZm6enpwrSbN28ysVjMxo4dK0xTt4+88cYbzN7eXqt2qHLy5ElmY2PDunbtygoKCtTOFx8fzywtLdm7774rTJPL5axjx46sVq1arLi4WJh+584d5u7uzho1asTS0tI0toGzt7dnb7zxhtbzM6b930vVPpCVlcXq1q3LPDw8WGFhocZ1vfPOO8zW1pbFxcUJ044ePcoAsDVr1pS7LsZU72+qnD9/vsz+UlBQwEJCQljbtm2V5u3duzfz9fVlWVlZwrT169czAOzAgQNK80ZHR7MnT54oTdN2++Xl5TE3NzfWr18/pc+PHj2a2dnZsdTUVGFabm4ui46OLrOvattWXb6/KsOGDWMuLi5lpi9fvpwBYNu2bROmFRUVsZdffpk5ODgotUsVbfdrXbbV8+fPWXBwMPPz82OPHz8ud/2//fYbE4vFbNSoUSqvRZr89ttvDADbuXOnMO3FixfMxcWFDRs2TJh26NAhtnv3bqWfqVOnMgBs2bJlbO/evRrXpcv3Ki05OZkFBgay8PBwJpPJyp1Xl/OStscvY6qvvdpuP8YYq1+/PmvatKnS+ufNm8dEIhG7c+eOME0qlbLo6Gj27Nkzpc9r21Zdvr8qx44dYwDYsWPHyvzu66+/ZgDYnDlzyl2GqvPdvn37GAA2bdo0pem67sNubm5a3S8QQkhNQ8VMCCHETEydOhV5eXkYPHgw6tevD6lUinPnzmHHjh2oXbs23nzzTYOvs3v37gC0L2ri4OCAQYMGCeMUlu52DJR0m/7jjz/QvXt3dOjQAW+++SZatWqFjIwMbNu2DVeuXMGHH36I4cOHl/nssWPHhLGPFA0aNAiNGzcut203btzAxx9/DAcHBzRt2hS//PKLyvnCw8MRHh6OrVu34tdff8XgwYPRsmVLWFlZITo6Ghs3boSNjQ3mzJmjzSYBACxevBhnz55F7969ERgYiLS0NOzatQtRUVGYOnWqUubklClTsG7dOvTt2xczZ86EpaUlvv32W3h7e+PDDz/Uep3aWrp0KV555RW0a9cOEyZMQH5+Pn744Qc4Ozvj008/Nfj6FD158gQDBgyASCTC0KFDy3Sf538LAPD398cHH3yApUuXoqioCK1bt8Zff/2F06dP49dffxW6P2dnZ6NXr15IT0/HrFmzsG/fPqVl1q1bF+3atRP+HRkZievXrwMoqRR+48YNfP755wCUs5fU0fbvtWrVKvz111/o378/AgMD8fz5c2zcuBFxcXHYunWr2uITiubMmYOdO3eia9eueP/995GTk4OlS5eiSZMmSse/LvubKm3btsVrr72G2bNnIzk5GSEhIdiyZQtiY2PLjM25ePFitG/fHp07d8akSZOQkJCAb775Bj179kTv3r2V5m3QoAE6d+6MEydO6Lz9bG1tsWjRIrz77rt47bXX0KtXL5w+fRq//PILFi9erFSM5+LFi+jatSsWLFigtA9r21Zdvr8qLVu2xI4dOzBjxgy0bt0aDg4O6N+/PyZNmoS1a9di3LhxuHz5MmrXro0//vgDZ8+exfLly8vNPtVlv9ZlW/Xu3RsxMTH46KOPcObMGZw5c0b4nbe3NyIiIoRtOnbsWLi7u6N79+5lhl5o3749goODy90uQ4cOxUsvvYQ333wTd+7cgYeHB1avXg2ZTIaFCxcK8/Xs2bPMZzMyMgAAnTt31mosXW2/F19mu3btEBISgsTERPz000/IycnB3r17yx0jEdD+vARof/wCqq+92m4/oOS8PmDAAPTs2RPDhw/HrVu3sHLlSkycOFEpQ+7p06do0KAB3njjDWzevFnntury/VXp0KED3N3dcfToUaVuxbx6cWhoKBo0aFDmeh0REQFvb28AJfte8+bN0apVKzg7O+PKlSvYuHEjAgIClK7Tuu7Dly9fRlpaGgYOHFjudyCEkBrJ1JFKQgghJQ4cOMDGjx/P6tevzxwcHJiVlRULCQlhU6dOZUlJSUrzGiqjMCgoiAUFBenUTv4m39fXt9xsjOTkZDZjxgwWEhLCrK2tmYuLC+vRowfbs2dPmXl5Rpy6n61bt2ps16ZNm8pdBv9ZsGABY4yxGzdusFmzZrEWLVowNzc3ZmFhwXx9fdlrr73Grly5otM2OXz4MOvXrx/z8/NjlpaWzNHRkb388sts06ZNKrMa4uPj2dChQ5mTkxNzcHBg/fr105gFxumaUchYSabIyy+/zGxtbZmTkxPr37+/UtYJY8bJKDx+/LhWfwtOJpOxL774ggUFBTErKyvWqFEj9ssvv6j8rup+SmcMvvHGG2rn3bRpU7nt57T5ex0+fJhFREQwHx8fZmlpyVxcXFjPnj1VZtKU59atW6xnz57Mzs6Oubi4sFGjRrHExMQy69Jlf1MlPz+fzZw5k/n4+DBra2vWunVrdvDgQZXznj59mrVv357Z2NgwT09P9u6776rMjgPAOnfuXGa6Lvv7Tz/9xMLCwpiVlRWrW7cu++6778p8J75fld5/dGmrLt+/tJycHDZy5Ejm4uLCACidQ5OSktibb77JPDw8mJWVFWvSpIlW+5mu+zVj2m2r8pap+LfSdP7U9lhJS0tjEyZMYO7u7szOzo517ty5TGa5Knz92syry/dijLHp06ez4OBgZm1tzTw9PdnIkSPZo0ePtFoPY9qdlzhtjl/G1F97ddl+u3fvZs2aNWPW1tbM39+fzZs3j0mlUqV5+H6lav/Rtq26fH9Vpk2bxkJCQpSm8euNup/jx48L886dO5c1a9aMOTs7M0tLSxYYGMgmT55cpq267sMff/wxCwwM1Ct7lhBCqjsRYzqMRE4IIYQQQgghhGghJiYG9evXx4EDB4RMSlMrLCxE7dq18cknn+D99983dXMIIcTsUDETQgghhBBCCCEGFxwcjAkTJuCrr74ydVMEmzZtgqWlJd555x1TN4UQQswSZRQSQggxe5mZmUJFV3V45U1Dys/P11hB1s3NTavx5wghhBBCCCHE3FGgkBBCiNkbN24ctmzZUu48xricbd68WWMRmePHj6NLly4GXzchhBBCCCGEVDYKFBJCCDF7d+7cwbNnz8qdp0ePHgZf7/Pnz3H79u1y52nZsiVcXV0Nvm5CCCGEEEIIqWwUKCSEEEIIIYQQQgghhFAxE0IIIYQQQgghhBBCCGBh6gaURy6XC/8vEolM2BJCCCGEEEIIIYQQQqoexc7EYnH5OYNmHSgEgOzsbFM3gRBCCCGEEEIIIYSQKs3R0VHjPGYfKAQAGxubKp1RKJPJ8ODBA4SGhkIikZi6OYRUGtr3SU1HxwCpqWjfJzUR7fekOqP9m9RU1WXfZ4yhoKBAq3nNOlDIg4MikahKBwpFIhEYY1X+exCiK9r3SU1HxwCpqWjfJzUR7fekOqP9m9RU1W3f1+Y7UDETQgghhBBCCCGEEEIIBQoJIYQQQgghhBBCCCEUKCSEEEIIIYQQQgghhKASA4XfffcdXF1dMXv27MpaJSGEEEIIIYQQQgghREuVEii8cuUKNm/ejEaNGlXG6gghhBBCCCGEEEIIIToyeqAwJycHkyZNwvfffw8XFxdjr44QQgghhBBCCCGEEKIHC2OvYNasWejZsye6dOmCZcuWlTtvYWEhCgsLhX8zxgAAMpmsSpehlslkSv/ldg0divSYGFM0iZDKwRikUilOW1kBVfgYJkRvdAyQmor2fVIT0X5PqjPav0kN4BocjCF//KE0TV08p6rh8TVtGDVQuGvXLly/fh3//POPVvN/9913WLJkifBvBwcH3Lp1Cw8ePNDpS5mrhw8fKv07JycHUoXAKCHVlVQqNXUTCDEpOgZITUX7vnFdzcnBnykp+DggAA4SiambQ/6H9ntSndH+TaqznJwc3Lt3T+XvSsdzqhqRSISgoCDt5mVGisAlJCSgW7du+PPPP9G4cWMAQL9+/dCkSRN8+eWXKj+jLqPQysqqymcUPnz4ECEhIZDQTRypQWjfJzUdHQOkpqJ9Xz/r1q1DgwYN0KFDB63mnz17NpYvX45Dhw6hU6dORm4d0YT2e1Kd0f5Naqrqsu+z/2UFOzk5aYyvGS2j8Pr163jx4gW6dOkiTJPJZDh37hzWrVuHpKSkMhvZ2toa1tbWwr8ZY8jKyoJEIqnSgUJOIpFU6R2LEH3Rvk9qOjoGSE1F+772ioqK8P7776NDhw44duyYVp/Jzs4GAJX31cR0aL8n1Rnt36Smqur7vll0Pe7UqRPOnj2rNO29995DaGgo3n///Sq9gQkhhBBCCDGktLQ0MMZw48YNMMa0ekmekZEBAEhMTDRy6wghhBBSUxgtUOjo6IiGDRsqTbOzs4Obm1uZ6YQQQgghhNRkqampAIDMzEzExcVpNY5QVlYWAAoUEkIIIcRwxKZuACGEEEIIITUdDxQCwI0bN7T6TGZmJgDg+fPnRmkTIYQQQmoeo1Y9Lm3v3r2VuTpCCCGEEEKqBMVA4fXr19G/f3+Nn+GBQsooJIQQQoihUEYhIYQQQgghJpaWlib8P2UUkurmxYsX+P3338uMYU8IIcT8VGpGISGEEEKqr2fPnsHb25sKlhGiB55RKBaLcfPmTa0+QxmFxFzl5eXhzJkz+Oeff3Ds2DFcv34dAODj44O4uDgTt44QQkh5KFBICCF6unDhAlxdXVGvXj1TN4UQk7t06RI6duyItWvXYuzYsaZuDiFVDg8UtmzZElFRUcjOzoajo6Pa+aVSKfLz8wGUVD/Oz8+Hra1tpbSVkNJkMhmuXLmCY8eO4Z9//sG5c+cglUoBAJ6enhg2bBhu3ryJe/fuaV3VmxBCiGlQoJAQQvTAGEP//v3Rtm1bREZGmro5hJjc6tWrIZPJEBsba+qmEFIl8UBhly5dEBUVhVu3bqFdu3Zq5+fZhFxiYiLq1Klj1DYSokpubi7Cw8MRHx8PALC1tUXXrl3RrVs3dOvWDU2aNIFYLMb48eNx584d5OXlwd7e3sStJoQQog6NUUgIIXpISkpCRkYGkpOTTd0UQkwuLS0Nf/zxB4CSB0ZCiO5SU1NhYWGBl19+GQCErprq8EChlZUVAOp+TEwnLi4O8fHxiIiIwJEjR5CcnIzIyEhMnz4dTZs2hVhc8sjp7OwMoGyQmxBCiHmhQCEhhOghJiYGAJCVlWXilhBier/88gsKCgoAADk5OSZuDSFVU1paGtzc3NC0aVMAmgua8OtPaGgoACpoQkyHB/4iIiLQuXNnWFtbq5yPAoWEEFI1UKCQEEL0QIFCQkowxrBu3TrhAZAyCgnRT2pqKtzc3ODn5wcPDw+NgcKMjAwAQFhYGADKKCSmw/dFFxeXcuejQCEhhFQNFCgkhBA98EAh3eySmu706dO4d+8exo0bB4lEQhmFhOgpLS0NHh4eEIlECA8Px61btyCTydTOz68/9evXB0AZhcR0eKCQBwLVoUAhIYRUDRQoJIQQPfBAoVQqRWFhoYlbQ4jp/PTTTwCAiRMnwsHBgTIKCdGDXC4Xuh4DQHh4OPLy8vDo0SO1n+EZ7ZRRSEyNB/40ZRQ6OTkpzU8IIcQ8UaCQEEL0wAOFAN3wkporOTkZu3fvRufOnREWFkaBQkL0lJmZCZlMBnd3dwBAkyZNAJRf0IRncQUGBsLGxoYChcRkdO16TMO2EEKIeaNAISGE6IEChYQAP//8M4qKivDWW28BAOzs7KjrMSF6SE1NBQCljEKg/IIm/Nrj7OwMX19f6npMTEbbrsc8kEj3TYQQYt4oUEgIITrKyclBcnKy8O/s7GwTtoYQ05DL5Vi/fj08PT0xaNAgAKCMQkL0lJaWBgBCRmGDBg1gaWmJmzdvqv0Mz8pydnaGj48PZRQSk9G16zEPLBJCCDFPFCgkhBAd8WxCDw8PAPRmnNRM//zzD2JiYvDGG2/AysoKAAUKCdEXzyjk1xUrKys0aNBAq4xCFxcX+Pj44MWLFyguLjZ+YwkphQf+eCBQHep6TAghVQMFCgkhREc8UNi8eXMAdMNLaibFIiacvb09dT0mRA+lux4DJd2PExIShN+VlpGRAbFYDAcHB/j6+oIxhqSkpEppLyGKMjMz4ejoCAsLi3Lno6rHhBBSNVCgkBBCdMQDhU2bNgVAN7yk5nn27BkiIyMRERGB4OBgYbq9vT3y8vIgl8tN2DpCqh4eDORdjwHN4xRmZWXByckJIpEIPj4+AKjyMTGNjIwMjd2OAcDGxgaWlpZ030QIIWaOAoWEEKIjyigkNd3mzZshk8mEIiacvb09ACAvL88UzSKkylKXUQioDxRmZmYKGVq+vr4AQAVNiElkZGRoLGQCACKRCM7OznTfRAghZo4ChYQQoqPHjx/D1tYWoaGhAChQSGoWmUyGDRs2wM/PD3379lX6nYODAwBQ92NCdFS6mAmgX6CQMgqJKWRmZmqVUQiUjKlJGYWEEGLeyh9IghiVZPBgiP6XmURIdSQBEFZYCCtra4hM3RgDinn4EMFiMTxGjAAAZK9YAYsdO0zcKmKOquMxcCg7G/EJCZjn4QHbVq2Ufuf4v2rghV27wuJ/BU5IzVQd931jSk9IAAB49egBC1HJFvMBUMvCAjd//x0Wly6V+UxmbCxqWVvDomlT+BcUAACS5s+HxQ8/VFq7ibKauN8zxpDx4gVc8/Jg8b8hWcrjnJCAFJlMq3mJeamJ+zepeVhwMGS7d5u6GSZHGYWEEKKDYsbwpKgIdS0t4SSRAAAyaTw2UoOszciAGMBEFdkj9uKS24ocOiYI0UmqTAYXsVgIEnJNra1xRypFEWNK0xljyJTJ4Py/Y873f0UknlPVY1LJChiDlDG4/O+eSBNnsRiZMpmRW0UIIaQiKKPQhChSTao7mUyGe/fuISwsDBItbyDNXUxMDIrr10edCRNg9+WXgJ0dMiMiUPzrr6ZuGjFD1e0YiIuLw/569dC7Tx/4/fUXSock7FasAGbOROamTShu394kbSTmobrt+8aW0qoV3HNzUXz9utL0xvPmYf/XX+PWr7+iSZMmwvS8vDwUubjAaeBAFG/aBGe5HBYODnjWoQOK//yzsptP/qcm7vcpz58DQUFwGj0axd99p3F+x9deQ1ZkJIquXYNIRHlpVUlN3L8Jqakoo5AQQnTAC5kEBwfDwsICdnZ2NEYhqTE2btwIuVyOSZMmqfw9H6MwNze3MptFSJWXmpqqVMiE4+MUXi8VQORjvPExCsViMXx8fGiMQlLpMjIyAABOTk5aze/s7Ay5XE5j2RJCiBmjQCEhhOjg8ePHAEoChQCoeh+pMYqKirBp0yYEBgaiV69eKuexs7MDQMVMCNFVamqqUiETrun/xnG7efOm0nQeKFQMzlCgkJgC3xe1LWbCg9tU0IQQQswXBQprkLi4OLz88su4du2aqZtCSJX16NEjAECdOnUAAI6OjnSzS2qEvXv34vnz5xg/frzaLkdU9ZgQ3eXl5aGgoEBlRmFISAhsbW3LVD5WFZzhgUI5jRFKKhHPKNQ1UMg/RwghxPxQoLAG+fXXXxEVFYVjx46ZuimEVFkxMTEQi8WoXbs2AMooJDXH+vXrIZFI8Oabb6qdhwcK8/LyKqtZhFR5qampAKAyo1AikaBx48a4ceMGmEJBk9JdjwHA19cXxcXFwvIIqQw84Ke4L5aHz0f3ToQQYr4oUFiD7Nu3DwDw/PlzE7eEkKorJiYGAQEBsLKyAkCBQlIzPHr0CEeOHEH//v3h6+urdj57e3sAlFFIiC7KCxQCJeMUvnjxQqlbsbquxwDd55HKRV2PCSGk+qFAYQ2RlJSEqKgoAMCzZ89M3BpCqibGGGJiYoTxCYGSrsfZ2dnU1YtUa7/+r6r3W2+9Ve58PFBIxUwI0Z42gUJAuaCJquCMn58fACA+Pt4YzSREJV27HvPgNgUKCSHEfFGgsIY4cOCA0GWF3jQTop+UlBTk5OQoBQqdnZ3BGKMMKlKtxcbGAgDatWtX7nwUKCREdzxQqGqMQuC/giaK4xSq6nrcokULAMDZs2eN0k5CVKGux4QQUv1QoLCG2Lt3L8RiMQIDAylQSIieYmJiAPxXyASgN+OkZkhLS4OVlZUQCFSHipkQoru0tDQA6jMKmzRpAkB1oFCx63HTpk3h5uaG48ePG6uphJSha9djPh8VMyGEmJP8/HzMnDkTkZGRpm6KWaBAYQ1QUFCAo0ePon379mjYsCGePXumNCA2IUQ7vOKxYkYhBQpJTZCWlgY3NzeIRKJy5+OBQsooJER7mjIKHR0dERwcrBQo5NlYillcYrEYnTt3xpUrV5Cenm7EFhPyH10zCum+iRBijl68eIEVK1bg1KlTpm6KWaBAYQ1w4sQJ5OXloW/fvvD19UVBQQG9xSNEDzyjsG7dusI0fmOcnZ1tkjYRUhlSU1PVBjEUWVlZQSKRUEYhITrQlFEIlGQV3r9/H/n5+QDUjwvXvXt3MMZw8uRJo7SVkNIyMzPh4OAACwsLreanrseEEHOk6aVdTUOBwhqAVzvmgUKACpoQog8eKKSMQlLTpKena3XjJBKJ4ODgQBmFhOhAUzEToKSgiVwux+3btwGUXHMsLS1hY2OjNF/Xrl0BAP/884+RWkuIsoyMDK27HQNU9ZgQYp60eWlXk1CgsJpjjGH//v0ICQlBWFiYUBGPxikkRHcxMTFwd3dX6l7DA4X0ZpxUV3K5XOh6rA0KFBKim9TUVNja2sLOzk7tPKULmmRlZcHZ2bnMcAAhISEICAigQCGpNBkZGVp3OwYAa2trWFtb030TIcSsUEahMgoUVnPXr19HfHw8+vbtC5FIRBmFhFTA48ePlQqZABQoJNVfVlYW5HK51jdOdnZ21PWYEB2kpqZqzGAIDw8H8F+gUF0Wl0gkQteuXXH//n08ffrU4G0lpLTMzEydMgqBkqxCyigkhJgTPrYvBQpLUKCwmrt48SIAoFu3bgAgBAopo5AQ3eTl5eH58+dK3Y4B6kJDqj/eFYMyCgkxDm0ydoOCguDs7KyUUahY8VgRdT8mlYUxpnNGIVBy70TjpRNCzAllFCqjQGE1xyPj3t7eAChQSIi+VI1PCFBGIan+KFBIiHFpk1EoEonQpEkT3LhxA4wxZGZmqg3O8EDh8ePHDd5WQhQVFBRAKpXqlVFI902EEHNCYxQqo0BhNccDhfwC7u3tDZFIRF2PCdGRqorHAAUKSfWna6DQ3t6euh4ToqWioiJkZmZqdXyFh4cjKysLjx8/LjdQ6Ofnh/r16+P48eNgjEEmk+HGjRsoKCgwdPNJDaeu+rYm1PWYEGJutCksVpNQoLCa4xdwV1dXAICFhQW8vb0po5AQHanLKKSux6S607Urhr29PfLy8iCXy43ZLEKqBR6I9/Dw0DgvL2hy7tw5MMbK7e7ZrVs3PH36FBMmTECdOnXQqlUrfP7554ZpNCH/w+99dO167OTkhOzsbLpOEEL08sUXX+D333836DLT0tJgbW0NW1tbgy63qqJAYTXHA4WK49j4+vpSoJBUWQkJCWjWrBmuXbtWqet9/PgxAJQpZmJnZweJREIZhaTa0nVwZ3t7ewAl43oSQsqnSyCeFzQ5ffo0gPKDMz169AAA/PLLL3B0dISLiwsiIyMr2lxClPBAoT4ZhYwxZGdnG6FVhJDqjDGGzz//HFOmTBHuUQ0hLS0N7u7uEIlEBltmVUaBwmqODzAskUiEaTxQSG/xSFV08eJF3Llzp9LHXoqJiYG1tTX8/PyUpotEIjg5OVGgkFRbumYUOjg4AAB1PyZEC7qMidSwYUOIxWKtAoV9+vTB1q1bcenSJdy6dQsDBgxAdHQ04uPjDdNwQqB/12M+PxU0IYToqqCgAMXFxcjKysKKFSsMttzU1FQqZKLAqIHCb7/9Ft26dUNAQABCQ0MxatQoPHjwwJirJKVkZGSUuXj7+fmhqKhIePgjpCrhb46SkpIqdb2PHj1CnTp1IBaXPW3SoNykOtM3o7CyC5q88847WL9+faWuk5CK0iUQb2tri3r16uHhw4cAyg8UisViDBs2DOHh4RCJROjZsycA4MiRIwZoNSEleKBPn67HAA3bQgjRneIz1w8//GCwrEKeUUhKGDVQeO7cOUycOBGHDx/Gn3/+iaKiIrz66qtUDbESqQoU8srHVNCEVEX8YlCZ3edlMhmePHlSZnxCztHRkQKFpNrSdXBnHiiszIzCoqIibNy4Ed9++22lrZMQQ9C1yiLvfgzoFpzp3r07RCIRDh06pFsDCSlHRboeA1QIjhCiO37eqFOnjsGyCmUyGdLT04W6DsTIgcI//vgDI0eORIMGDdCkSROsXr0aCQkJlT62WE2Wnp6uMqMQABITE03QIkIqhgcKK3P/jY+PR1FRUZmKxxxV7yPVWXp6OmxsbLQe3Jl3Pa7Ml4L8vPDw4UMkJCRU2noJqShdA/G8oAmgPP60Ju7u7mjdujX++ecfFBcX69ZIQtTQN6OQCsERQvTFX0SPHTsWISEhWLlyZYWHMcjMzARjjDIKFVhU5sp49FddpLawsBCFhYXCvxljAEoivFV5UEmZTKb0X+7evXtK39fQ5HI5MjMzIRKJcPXqVWE6H2D+/Pnz8PLyMtr6iXGlp6cjPz+/zJh55oQxBqlUiuvXrxvsGOZdrmJjY5X2a2O6dOkSAMDS0lLlOhljyMzMrLT2kKrDGMdAZYuPj4ejo6PW+zfPkLp+/bpRKsfl5OTA3t5eaXs+efJE+P8tW7agT58+Bl8v0U112Pcrw507dwCUDKehzTHGM3YBICUlRafrTnh4OC5evIhffvlFKeBIDKem7ff3798HADx9+lTl0Czq8AD5jRs3zPo+tjr66aefULt2bWE4Al3UtP2bmKfLly8DKHkhPWrUKCxcuBBz5szBW2+9pfcy4+LiAJT0ULlz5w7CwsKUfq8unlPV8PiaNiotUCiXyzF79my0bdsWDRs2VDnPd999hyVLlgj/dnBwwK1bt/DgwQOdvpS54gEOLicnx6gFRfjy7ezslAKS/C1eYmKiUQOVxLg+//xz3LlzB3/++adON2emIJVKDbYs/sYoJSWl0vbf2NhYAIC3t7fKddra2kIqlSI7OxtWVlaV0iZStRjyGNCkqKgIlpaWBlteRkYGHB0dtT7eLCxKbi2ysrIMfow+e/YMo0aNwoIFC9ClSxdhekpKivD/Fy9eRPfu3Q26XqK/ytz3qyIeWLexsdHqeAkMDBT+38rKSqdjrEWLFgCAs2fPon79+jq2lOiipuz3/J5M132R3ytlZGTQs0glYoxh8+bNCA8PR+fOnfVeTk3Zv4l5UjzvdO7cGf7+/vjtt98wePBgODo66rVMfh9pb2+PnJwc3Lt3T+V8peM5VY1IJEJQUJBW81ZaoHDmzJmIjo7GgQMH1M4zffp0TJkyRfg3Dw6GhoZW6bcWMpkMDx8+REhIiFL1YWPjGRYhISFo3bq1MJ3fZEokEqXppGp59uwZ0tLS4Orqinr16pm6OSoZY9/nQdHs7GyEh4fD2traIMstz99//w0A6NWrV5k3TEDJGBkAUK9ePXh6ehq9PaTqqOzzf2RkJMaOHYutW7eiX79+Bllmfn4+6tatq/X1Ijk5GUDJeLiGvsYcO3YMMpkM+fn5SstWLM5169YttGrVqkrfN1QHprr3qWrEYjEkEgm6du2q1T7LGIOnpydevHiBdu3aqR0SQ5XmzZtj7ty5uHXrFt3/GUlN2+95wK9Lly46vaDiL5RcXFxoX6xE2dnZQk89fbZ7Tdu/iXniwbqmTZuiXbt2+PTTTzFx4kT8+++/mDt3rl7L5IHCpk2bomXLlmV+X132fZ4VrI1KCRTOmjULhw4dwv79+1GrVi2181lbWys99DPGkJWVBYlEUi1u+CUSSaXuWLyrt5ubm9J6fXx8IJFI8Pz58yq9o9dkMpkM8fHxAICrV6+iQYMGJm5R+Qy57yuOQfHixQut34pUxOPHjyESiVC3bl2V34Nn6ebk5MDHx8fo7SFVT2Wd/+/cuYOCggKMGzcOJ06cqHD3Qj64c+nrSHn4uGn5+fkG/858XJqMjAylZfNxrnx9fREfH48nT57oFEAhxlPZ9z5VDT++eOBEG+Hh4Th27JhOxyVQ8rfo3r07du3ahfT0dHh4eOjTZKKFmrLfZ2Vlwd7eHjY2Njp9jg9DxZ/zSOXg18qKbveasn9XB3K5HEVFRdWidyYnk8kQFBQENzc3FBUVYciQIfj555/x119/YfLkyXplFebn5yMoKAi+vr4oKioq83u5XA7GGIqLi43aI7QiRCIRLCwsyj02zabrMWMMH330Efbt24fIyMhKeaAn/+EBldLFTMRiMXx9fSu1aiwxrGfPngknsStXrmDkyJEmblHl4UULgJLu85VxXomJiYG/v7/a7EWq3kfMBT8+8vLy8Oqrr+Ls2bMVCl7zwZ3d3Ny0/owxqx7zZSpmEAL/fe9BgwZhzZo1OHnyJAUKSZWQmpqq0/EFAJMmTYKfn5/OnwOAnj174o8//sDRo0cxfPhwnT9PiKKMjAydKx4DdN9kKvxamZ2dbeKWkMoglUoRHx9vtoEtfTVq1Ahr1qyBu7u7kDizdOlSpKamIjY2Vq9zUnBwMNasWQMfHx9hmYoYYxCJREhISDD7BDYnJyd4eXlVuJ1GDRTOnDkTf/zxB7Zt2wYHBwckJSUBKGm8MQY4J8rUBQqBkqyLZ8+eVW6DiMEoDtzPC23UFKUDhcbGGENMTAyaNWumdh6eQUU3vMTU+HhnK1aswNSpUzFkyBAcPXpU72suD8jpEyg0RtVj/nDDvyfHzwsDBw7EmjVrcPz4cYwfP97g6yfE0FJTUxEaGqrTZwYPHozBgwfrtb6IiAgAwOHDhylQSCosIyND54rHQNmqx3fu3MH27dvx6aefUqaaEfFrJd2vVn+MMSQnJ0MsFsPPz8/sg1u6sLa2hkgkQmBgoDD8AWMMDx8+hEwmg5+fn87nET5sTkBAgMrEEN5l18rKymy3JWMMBQUFQjdqb2/vCi3PqIHCjRs3AkCZcZJWrVpVozKgTEVToPDKlSuQyWR0Qa6CeHENCwsLXLt2DcXFxTp1W6qq5HI5MjIy4OTkhKysrEoJFKalpSErKwvBwcFq5+GBQn7DS4ippKenw9LSEpMmTUJCQgKWLFmCiRMn4pdfftHrxoY/VJhboLB0RiG/3oWEhKBJkyY4ceKE8PaXEHPFGENaWhrc3d0rbZ21atVCo0aNcOTIEcjlcrMvhkbMW2Zmpl7Z25aWlrC1tUVWVhYYY3jrrbcQFRWFfv36oW3btkZoKQH+u6bn5+cbvPAZMS98PGcfH59ql6DF7+1sbGyUikj6+vriyZMnyMzM1Luaup2dncrjgnfZtbGxMet7S/63TklJgYeHR4XiPEa9O0hPT1f5Q0HCysEfnPg4IIr8/Pwgk8nw4sWLSm4VMQSeUditWzfk5eXh7t27Jm5R5eA3lLxaY2UECmNiYgCAAoWkSkhPT4erqytEIhEWLlyIwYMHY+fOnVi0aJFey+MBOV0CGQ4ODgCM0/VYU0ahq6srunbtiqSkJERHRxt8/YQYUmZmJmQyWaUGCoGSwlxJSUm4ceNGpa6XVD/6dj0GSrIKMzIy8NdffyEqKgoAcP/+fQO2jpSm2CuHsgqrN5lMBgDVMhjMv1vpIJi7uzusra2RnJyM4uJinZbJ568OCVR8zFhdt0Fp9BqxGuMXA3UZhQBonMIqigcKX331VQDA5cuXTdmcSsP3aV68pTIChY8ePQJQfqCQd6GhMV+IqfFK6EDJeLQbN25EixYt8Pnnn2P79u16LQ9Q/cJJHR4oNEZGIQ8+lg4UpqWlwcLCAg4ODujcuTMA4OTJkwZfPyGGpE/XfkPo2bMngJLux4Toq6CgAIWFhXp1PQZK7p1SU1Pxf//3f0Jm64MHDwzZRFIKBQprjupUvKQ0HigsnREvEong4+MDmUwmdCXWVnFxMSQSSbXIsucZjxXdB6r+liBq8ewmVYFCno5L4xRWTbGxsXByckL37t0B1JxAIc+SDQ4OhqWlZaUEunlGYXldayijkJgLXkGVs7e3x65du+Dn54dJkybh/PnzOi8P0C2j0MrKChKJxCgZhfzBJjs7G1KpVJiekZEhZFJ27NgRYrEYv/zyC65fv27wNhBiKDzgXdkZhS+//DLs7OzMNlB47tw5NGvWTLj+EvNU3hBH2nB2dsaDBw9w//59TJ8+HSKRiDIKjUzxJRsFCklVxYdOU9UFWN+sQplMViOG8dIFBQqrMcWuWKVRRmHV9uTJEwQFBSEwMBCenp41JlCoOF6aj4+PUCDJmB4/fgwAqFOnjtp5qJgJMQeMMaHrsaJatWph9+7dkEgkGDp0qFIxJE14xpMuGYUikQgODg5GHaMQUH7gSU9PFx5WXVxc8PrrryMqKgqtW7dG69atsXLlyjLjGhJibBkZGVixYgXefvttdOrUCY0aNcLDhw+F3+vTtd8QrK2t0aVLF5w7d84sM+G3bt2KO3fuYPXq1aZuCikHDxRWJKMQADw8PDB79mzUrl2bMgqNjP/NAOoFQ6ouuVyutouwYlahLkOs8YxC8h8KFFZjGRkZsLa2FvqpK/Lx8QFAGYVVUXFxMeLj41G7dm2IRCK0bNkS169fV8quqa54YMDFxQU+Pj6VNkahi4tLuV3D+M0uBQqJKeXn56OwsFBlUK958+bYvHkzkpOTMWjQIK0fEPTJKARgtEChYpaiYuAvIyND6RjdsmULTp8+jYkTJ+Lx48eYMWMGAgMDMWzYMOzfv7/C47YQoo1vv/0WM2fOxKZNm3Dz5k08ePAAp0+fFn7PKxNWdqAQKKl+XFxcjOPHj1f6usvDGMOxY8cAlAQMCwoKTNwiok5FA4X8Jesnn3wCJycnhIaG4uHDh5DL5YZqIimFMgpJVffuu+8iPDy83OF0eFZhUlKS1vd7NaUwqC4oUFiN8a5YqvCux5RRWPU8e/YMxcXFqF27NgCgZcuWkEqluH37tmkbVgkUC/TwjEJj31DGxMSUOz4hQF2PiXngDwDqgtqDBg3C559/jtu3b2PMmDHCGC/l0XcMNTs7O6MWMwGUH3gUx2YESt4ot23bFqtXr0ZcXBw2b96Mjh074q+//sKgQYNQt25dzJ49G/fu3TN4Gwnh/vnnH7i6uiIhIQFnzpwBUDJ0CGeqrseA+Y5TGBMTg9jYWLi6uiI9PR1//vmnqZtE1Lh06RIAICwsTK/PDxw4EP369cPbb78NAAgNDUV+fj4SEhIM1kaiTDGjkO5ZSVXz119/4cKFC/D09Cy38rCmrEK5XI6UlBThGVIul5ebpVhTUaCwGktPT1f7ls/d3d1gY7w9evQII0eOpAtOJeHdBoOCggCUBAqBmjFOoWJ3eh8fHxQXFxu1O2F+fj6ePn2qMVBoaWkJW1tb6sZBTKq84Sa4WbNmYcyYMdi/fz+WLVum1TLt7e1hbW2tU1sqs+txQUEBCgoK1I6TZWdnh5EjR+LgwYO4f/8+FixYAFtbW3zzzTdo1qyZTl2xCdFWVlYWLl++jI4dO8LLy0u4ZsfFxQnzmKqYCQCEhIQgODgYhw8fNqtB7//55x8AwBdffAFra2ts2LDBxC0i6hw9ehQWFhZCASldDR8+HH/++adwfalXrx4AqnxsTIov2OielVQlT58+xfTp07FlyxZYWFhoLDqimFVYOqkkLS0NT548Ee6bedYhZRQqo0BhNZaZman2gVEkEsHPz88gXY/37t2LP/74Q6k7DTEePmZeTQ4U8q7HgHGzYvm21hQoBEq63lCwnJiSNoFCkUiE1atXw8/PD1u2bNEYIEhNTdUriFEZXY/5A48235sLCgrC3LlzcefOHcybNw8ymYzGxCJGcebMGchkMnTt2hVAyTHh5uamFCg0ZUahSCRCREQEYmNjzeoYOHr0KEQiEQYPHowhQ4bg9OnTiI6ONnWzSClFRUU4deoU2rZtC0dHR4MsMzQ0FABVPjamjIwMIcBCXY9JVSGXy/Hmm29ixowZaNiwIRhj5WYUAiXXODc3N8hksjJDWPB/5+XlAfivijIFCpXR1qjG0tPT0axZM7W/9/X1FQIhFcEvNLoMGEr0Vzqj0NfXF7Vq1RK6gFRnvMsEL2YCwKgFTXQJFDo6OtJNFzEpHnTQFDCztrbG4MGDsWrVKty4cQNNmzZVO2/pKsrasre3N1rVY0dHR2RnZwvZWLoECjmxWIzmzZsDoLF6iXGcOHECAJSyrQIDA80moxAo6X68du1aHD58WMjmMiWZTIYTJ06gZcuWcHNzw8SJE7Ft2zZs3LgRS5cuNXXziIKLFy8iJycH3bt3N9gyKaPQ+NLS0lCrVi3Ex8fTPWsNNHjNYMSkVG41+WCPYOyevLtCy1i6dCksLCzw3nvvCdmBmjIKAQh1GgoKCmBnZydM54FC/kKbMgpVo4zCaop3xSpvgGFfX1+dS4erwi80lVGBlvwXKORjFAJAixYtcPv2beTn55uoVZWjsjMKY2JKLqbaBAr5eEqEmIpiVXBNXn31VQDQOP6XvhmF9vb2yMvLM+gYoowx5OTkCC9JKhIoBEqqQQMl3VkIMbQTJ07A09MTjRo1EqYFBgYiISFBuO9KTU2Fk5MTLC0tTdLGLl26wNLSEkeOHDHJ+ku7du0a0tPT0a1bNwDAyy+/jLCwMCpqYoaOHj0KAAYNFPr7+8PW1pYyCo2kuLgYWVlZCAwMBEBdj4l52rZtG1xdXYWfU6dOYeXKlVi/fj1EIpGQ/adroFAR/3d+fj4YY8I1mcYoVEZh02pKseiDOn5+fmCMISkpSXhg0gdlFFauJ0+ewMXFRWk8rpYtWyIyMhI3b95EmzZtTNc4I8vIyICTkxMkEgl8fX0BwKiVj3UJFHp6euLq1atapcMT3Vy9ehXjxo3D5s2bhSwwUpYugcL27dvDx8cHu3btwqeffqpyny0uLi53CIvy2NvbAyjp1uHg4KDz51XhgcegoCDcunVL+L76Bgp5US/KKCSGlpqaiuvXr2Po0KFKx1ZQUBBkMhmePXuGwMBApKamwsPDw2TtdHR0RPv27XHixAkUFBQID1WmUjr4JBKJMHHiRMyaNQu7d+/GiBEjTNk8ouDYsWNwcnJC69atDbZMsViMkJAQChQaCX82DAoKwtmzZymjsAaqaGZfZejfv7/Ss+yuXbuQnJyMunXrCtNkMhm++OILbN26tdzzhapAoVwuh1QqFf6/oKCAuh6rQRmF1RR/cNKUUQhUPCOLj8tGGYWV48mTJ0JGDdeqVSsAqPbdjxUrm3p7ewMw7n4XExMDKysrrQLpnp6eKCoqonEKjeDAgQOIjo7Gu+++q5Sh9vTpU6GSLfmv67G6oh6KJBIJBg0ahPv376utmM4fKvQZP40HBw3Z/ZhnP/j7+0MsFpfJKNTmeyvy8vKChYUFZRQSgzt16hQYY+jSpYvSdJ7Jw3sGpKWlmazbMdezZ0/k5+cLVZkrU1RUFJYtWyY8xP3zzz+wtbVFu3bthHlGjx4Na2trrF+/vtLbR1TLzMxEVFQUOnfubPAH69DQUMTGxlIGqRHwa6Wfnx8kEgndrxKz5OjoiJCQEOFn4sSJuHz5MqKiohAVFYVTp07Bw8MDb7/9Nvbu3VvussRiMaytrZXOJ4WFhWCMCUWUcnNzqeuxGhQorKb4yb+8DAseKKxoNgV/eKOMQuMrLi5GfHx8mUBhixYtAFT/giYZGRlCMIAHCo3Z9fjRo0eoXbu2Vqnonp6eAIDk5GSjtaemunv3LoCSQPimTZsAlBwLY8aMwYULFxAZGWnK5pkNXTIKAc3dj3kgriIZhYYsaMKvNU5OTnBzcytTzETXgItYLIavry9lFBKDO3nyJACUCRTyazcPFKamppqkkImiiIgIADBJ9+M5c+Zgzpw56NSpE27fvo2zZ8+iQ4cOSpmN7u7uePXVV3H69GnhWkBM6+TJk5DJZOjRo4fBlx0aGgrGGB49emTwZdd0/Frp7u4OJycn6npMqgR3d3c0btxY+AkLC4OFhQW8vb0RFham8fM8UMiL9xUWFgL4754xLy+Puh6rQYHCakqbrli82xVlFFYdCQkJkMlkSuMTAoCHhwdq165d7QOF6enpwj5tZWUFd3d3o+13crkcsbGxWnU7Bv4LFKakpBilPTVZdHQ0vLy84Ovri7lz5yI1NRWfffaZkAFDDxQldMkoBIAOHTrA09NTbaBQ8aFCVzxQaMiMQr4sR0dHuLq6VjijEAAFColRHD9+HLVq1UJISIjSdB4ojIuLQ35+PvLz802eUdi0aVP4+Pjg0KFDlbre4uJiREVFwd3dHdevX0ebNm0glUqF8QkVTZw4EQCwcePGSm0jUe3YsWMADDs+IVe6oMm9e/fQpk0brFy5UnjQJ/pRfDZ0cnKirsekSuLdhLUd5snW1haMMSFAyLML+VBWeXl51PVYDQoUmgnGGPbs2WOwVHtduh5X9CGJxiisPKUrHitq2bIl7t69a5RKo+ZALpcjMzNTKRjg4+NjtIzCp0+fQiqV6hwopIxCw5LL5bh//z7Cw8OxZMkSpKWlYciQIViyZAlatmyJ5s2bU6DwfzIyMuDs7Kz1jY6FhQUGDhyIO3fuIDo6uszvK1KRlXc95hmFFy5cEMb81Be/1jg6OsLd3V0IjGozJq86fn5+SEpKqnBRL0K4pKQkREdHo0uXLmUeZHjX47i4OOH4MnVGoUgkQkREBO7cuYP4+PhKW+/NmzeRl5eHiRMnIjIyEo6OjgD+y3BU1KFDB9SrV4+KmphIWloafv31V+H+5ujRowgICEBoaKjB18UDhXzcsfnz5+PatWuYMWMGRo4cScGtCuDXTFdXVzg6OprVtiwqKqJq10QrMpkMu3fvxuTJk7Wav/Q4hfy/NjY2sLOzQ35+PoqKigBQRmFpFCg0E//++y+GDh2Kbdu2GWR52nQ9NlRGIb/QpKSk0MOWkamqeMy1bNkScrkc165dq9xGVZLMzEwwxpT2aR8fH6MVM9GlkAlQMt4ZQBmFhvbkyRPk5+ejfv36GDZsGDp16oRz587ByckJv/76Kxo0aICkpCTqQgPlMTy1xbsfL1++HDExMUoZG/yhoqKBwqdPn6Jbt26YPn26zstRxP/Gjo6OQtdjxpjeXY+BksrHjDGjFkUiNcuJEycAAF27di3zOzc3N9jb2yMuLk64Vpg6oxD4LzjHi4lUhgsXLgAAXnrpJfTs2ROXL1/GgQMHEB4eXmZeXtQkNTUVu3eb/2D81YlMJsPrr7+ON998E0FBQejbty8ePHiA7t27G6VwGw8+3r9/H1evXsXu3bvRs2dPvPrqq9i1axfatWuHmzdvGny9NYHiSzVz63q8fv16hIeH04tfohEfq1zboJ6qQKGFhQUsLCxgZ2cHuVyO3NxcWFhYUDHKUihQaCYSEhIAGK6CqzYZhc7OzrC1tTVYoJAxRkESI4uNjQWgPqMQqL7jFKrqTu/j44OcnByjZFHqGijklSspo9Cw+JhUDRo0gEgkwg8//IBWrVph8+bNCA4OFqqg0c2lctd8bXXu3Bm1a9fGpk2bUL9+fQQEBOCjjz6CTCarUKDQzs4OQEl34ZUrV6KoqKjClSz5Q42DgwPc3d0hlUqRm5uL9PR0WFtbw9bWVudlUuVjYmg8UNi5c+cyvxOJRAgMDMSTJ0+E48uUVY+5Hj16QCQSVWr34/PnzwMA2rZtC6AkaF9eV9YxY8bAysoKGzZsqJT2kRJfffUVTp06hYEDByIiIkLodtyrVy+jrM/NzQ0eHh548OABFi5cCABYvHgxtm/fjmXLluHx48fo0KEDtm7dapT1V2eKGYVOTk5mVczkxo0bkMvlePz4sambQswc7yasT6CQMYaCggJhGh8mp7i4mLodq0CBQjPBT96GOmlrk1EoEong5+dXoQckmUymFKShIIlxldf1mBc0qa6Vj9UFCgHDBdgV8cCTrhmF1AXfsHigsH79+gBKAobnzp1D3759AYAChQr0qaBqaWmJc+fOYcuWLZgyZQpcXV2xfPlyjB07Vhj/syIZhYmJiVi3bh2AkvMXv8HTB7/WODk5Cd01U1NT9QqQcjxQSJWPiaGcPHkSwcHBKq/TQMn129wyCj08PNCqVSscO3as0nqGXLx4ESEhIVoHSnlRk1OnTuHevXtGbl3VkZeXh4MHDxpl2WfOnMGiRYsQHh6OrVu3Ys+ePYiNjcXff/8tZKMbQ2hoKC5fvoz9+/dj6NChaNq0KUQiEaZNm4Zjx47Bzc0NEyZMwOTJk6krug4UMwodHR2VulyaGn++oXtoogm/jxSLtQtj8ezBgoICFBcXQyaTCYFC/lIboG7HqlCg0EzwG0Z+Eq8obQd39/X1rVBGIc/w4AcrBQqN68mTJ3B1dVWZKers7CzcXFVH5QUKjVHQhL/VrFOnjlbz84cduskxrNKBwtJ4sYCaHigsLi5GVlaWXgU9PDw8MGLECCxfvhyXL1/G4MGDsXPnTvzwww8AKhYoXLVqFbKysuDt7Y2ioqIKvZhS7HrMzwNpaWlIT0/X63sDJVlMAGUUEsOIi4vDw4cPy1Q7VhQYGIjCwkLh3GbqMQq5iIgIZGZmIioqyujrevHiBR4+fIiXXnpJp89RUZOyFi9ejAEDBhi8O25aWhreeOMN2NjY4JdffhEerH18fPDKK68YtYtevXr1IJVKIRaL8X//939Kv2vXrh0uXryIHj16YMOGDejUqVOFx7+tKRR7CfDnCHPpfswDhdQzjWiia9djoCSrsKCgQGl8QqCkMCZfDmUUlkWBQjPBB7U2ZKBQJBLBycmp3Pl8fX2RkpIiVALSFc9c5AN0U6DQeGQyGW7fvi1kUKnSsmVLPHz40GD7kTlRFfzmgUJjFDSJiYmBn5+f1t0Zra2t4ezsTIFCA4uOjoa7u7tQLKY0yigswY/5imYnWVlZ4ddff8Xw4cOF64I+y+TdOe7fvw9vb2+89957AP4bPkEfpbseAyXXzoyMDL2/N2UUEkMqr9sxxzMNr1y5AsA8MgqB/7qSVkb3Yz4+Ie92rK2OHTuiXr16+PnnnymTDCVD/vAxGw15DmOMYdKkSYiPj8fy5cvVvqgzFj5O4ciRI9GgQYMyv/f09ERkZCTmzZuH69evo23btoiMjKzUNlZF6enpsLCwgL29vfB8aA4FTeRyOeLi4gDQy3aima5dj4GSwKBiL0geKBSJRML9KgUKy6JAoZngb1AM2fXYxcVFY1ouf0jSt+smv8DwrB4KFBrPv//+i9TUVJUVATk+TiF/AKlOVFU2NWbX45iYGK27HXOenp50k2NAjDHcvXu33IcUNzc3uLi41PhAoeLYQxVlYWGBTZs2Ydq0aRgwYAAsLS11Xga/8QKAyZMnIywsDAAqNP5Q6WImQEmgMC0tzaAZhU+ePEFwcLAQ9CFEWydPngQAjRmFAITCY+aSUdi6dWs4Oztj7969QsaGsZQen1BbikVN/vrrLyO0rGq5e/cuHj58CMCwmVhr167Fnj178Prrr+ONN94w2HK1NWjQIPTt2xeffvqp2nkkEgnmz5+PyMhIWFhYYMiQIVixYkXlNbIKSk9Ph5ubG0QikVBl3BwChUlJScKLScooJJrIZDKIRCKdspp5YJA/S1pbWwu/492PKVBYFgUKzQR/yDNkRqE2D06+vr4A9M/I4g9uFCg0Pv62dMCAAWrnadWqFYDqWdBEVdfjgIAAAKhwkQRV60pPT6dAoYklJSUhIyNDZUYBJxKJULdu3Rrf9chQGYWcRCLBsmXL8Mcff+j1eR4otLW1xdtvvy1UajdERqGjo6MQXHn69CmKior0DpDa29vD2dlZKVB49OhRJCQk4MyZM3q3ldQ8jDGcOHECYWFhwr2VKjyjkO9z5hIotLCwwIgRI3Djxg18//33Rl3XhQsXYG9vj8aNG+v82dGjR1NRk//Zs2eP8P+GCrDcuHEDs2bNQp06dbBq1SqTVAGtV68edu/eLQTVy9OzZ09cvHgRAQEBFCjUQPHZkGcUmkPXY97tGDBuRuHOnTvh7+9PwcgqTi6XQyKR6BUozMvLg0gkUhkopDEKy6JAoZkwVkahJvxmVt/xmXh7KVBoXIwxREZGws/PD82bN1c7X9OmTSEWi6t1oFBxv65Tpw4CAgJw5MgRg65L14rHnKenJ1JSUoyejVFTaBqfkAsODkZCQgLy8/Mro1lmyZAZhYbg6ekJV1dXTJkyBe7u7sJYn4oPBLpSNUYhzyStSIDU19dX6RrIM7KNkalMqq+YmBjEx8eja9eu5c6nGPywsbFRGkzd1L744gvUq1cPc+fOxcWLF42yjuLiYkRFRaF169Z6ZXB4eHhg8ODBOHnyJO7fv2+EFlYde/bsER6WDRH8yM3NxahRoyCTyfDLL7+oHA/bHAUEBKBHjx6Ii4szylA01QXPKAT+CxSaQ+VjxfsCYwbxzp07h+TkZCqGVMXJZDKtC5lwPFAIlGQTKgYZeYE8c7l/NicUKDQTxhijUJtAIe96rO+Flaes16pVCzY2NpRNZSS8e0m/fv3KPTk6ODigfv361TJQqCpjSiQSoWfPnnj48GGFujSWxrOeeBaUtjw9PSGTyYSgJqkYbQOFfJzCmpxVaG6BQjs7Ozx+/BiLFy8GUFJsydXVtUIZhTk5ObC1tYWFhYWQhcW73enb9RgouX4pBgr5+ZMChUQXvKt6ed2OgZIhM6ysrACUZBOaImNLHQcHB2zbtg0SiQSjR482ynjHt27dQl5ens7djhXxoiY1Oavw2bNniIqKEoaj4c8RFTFjxgzcu3cPixYtQuvWrSu8vMrUpk0bADBagFtbUqnUbIdCSU9PF+4RzKnrMQ8UikQioz5H8sKH9KxatclkMp2z/6ysrITnZ8WgIVCSSVi7du0y0wkFCs2GYtVjxliFliWXy7WufsnHeNM3o5BfYJydneHl5WWU6rPkv27H/fv31zhvq1at8OTJk2p3IeSBkNJvuPlNsiGzCvmg4Lxrs7Z4wQ3KrDWM6OhoAJoDhVT5+L+MW3MpjACUBAsVX2zUrl27wl2P+cMNDxTyv3lFAqR+fn7IyclBVlYWpFIpbt26BcA41dRJ9XX8+HEAQKdOncqdTywWC9cWczpeufDwcHz77beIjY3F5MmTDb58XshE14rHijp16oTQ0FD8/PPPehfjq+r27t0LABgzZgwkEkmF7/l+//13bNq0CT179sT06dMN0cRKxQOFfP8ylQ8++ACNGzcWxiA1F/n5+SgoKBCuleZU9ZgHCsPCwoyaUcjvzanrcdXGux7rQiQSCYFACghqjwKFZiA/Px95eXkAoFSRR1+ZmZlgjFVqRqGTkxO8vLwoQGIkkZGRcHBw0JipAFSfgiaMMaUb34yMDDg7O5e5OHTr1g0SicSglRp54JwfH9ry8vICQDchhnL37l3Y29trDNhS5WPVY3iam9q1ayMhIQFSqVSvz2dlZQmBQjs7O9jY2CA+Ph5AxTIKFSsf3759W2gfZRQSbTHGcPLkSYSHh8PDw0Pj/Lz7sbmMT1jaxIkT0bt3b+zatcvg1zN9C5kooqImJd2OLS0t8corr8Dd3b1CGYWPHz/GlClT4O3tjQ0bNujcrc8cNGzYEA4ODoiKijJZGx48eIBNmzZBJpPh888/N1k7VCl9j2BOVY/j4uJga2uLBg0aIC0tDcXFxUZZD2UUVl2fffYZGjduDBcXF3Tt2hVvvfWWztnDFCjUXdW7ElRDpS/uFe3qocsDo6OjIxwcHPQOFPKxLRQDhRXNiCTKEhMTcfHiRfTs2VNp8FV1eKDw0qVLxm6aUU2bNg116tQRupMqdplQ5OLigrZt2+LEiRMoKioyyLoTEhIA/FcRVVv8AZEC5oZx9+5dhIWFaeyaR4HCqhMoZIwhLi5Or8/n5OTAwcFB+Lebm5twvalIZpZi5WPe7dja2hqJiYl0PSNaiY6ORlJSklYv84D/CpqYY0YhUBKI49/FkON5ZWdnY9++fWjYsKFWAdXyjB49GgCwf/9+QzStSsnMzMTx48fRrVs3YXwtfQO6RUVFGDNmDLKysrBx40Z4e3sbuLWVQyKRoFWrVrh06RJkMplJ2vDZZ59BJpOhYcOG2LNnD65evWqSdqhSengSc+p6HBsbi8DAQOFluyG60atCGYVVV2hoKL7//ntcvnwZP/74I/z9/dGnTx+dgr62trZK/yWaUaDQDPATFh+zpqKBQh680zbDovRA7rrgKes8UCiVSs1iYNzqZP/+/WCMadXtGCjpNmRhYVGlxyncu3cv1q5dC6lUiu3btwMoOS7U7dMRERHIzs4WMhUq6tmzZ3B3d9f5rRNlFBpOZmYmnj9/Xm7FY87b2xv29vZGCRRmZGSgUaNG+O233wy+bEPiDwHmGngAUOHKx4pdjwHl71rRrsdASUYhz8Tu0qULCgsLjTJGG6l+tB2fkDP3jELgvyEf+FixhrB+/XpkZGRg2rRpFV6Wp6cnXFxchKFCapKDBw+iqKgIAwYMAFDyklLf+44FCxbg4sWL+PDDD4WhXKqq1q1bIzc3F7dv3670dd+8eRO///47evbsiZ9//hlASeDQXPBrWemMQlN3PWaM4cmTJ6hdu7bw8sAYGX9SqVR4oUov86ueESNGoHv37ggKCkJwcDDmzJmDrKws3Lx5U+tleHl5oV69emZVQMzc6V5ujBgcf3NSp04d3Lt3r8KBNlXVYcvj5+eHGzdu6LUu3lZnZ2el8dkq0g2MKNuzZw8kEgleeeUVrea3sbFB48aNq2zX4+TkZLzzzjtwcXGBRCLB9u3bMWfOHKSnpwuVU0vr2bMnFi5ciEOHDqFjx44VbsPTp091ziYEKKPQkLQtZAKUZL/UrVvXKIHCS5cu4cGDB1i7di2GDx9u8OUbSnp6Oqytrc36TakhAoX84QZQDrJUtJgJUPKC4MqVK/D29kbz5s1x6NAhJCYmmnWWJjEPJ06cgFgs1vr6UxUChWFhYQAMFygsLCzE999/D19fX4waNcogy/Tz89P7RXdVtmfPHgBAv379AJTce6Slpek8yP+RI0ewbNkytG7d2qyCWvri4xRGRUUhPDy8Ute9cOFCMMawcOFChIeHY/Dgwdi9ezcuX74s9PQxpdIZheZS9Tg5ORkFBQUIDAwUniON8bJd8b68Jr/MH7xzMGLSK7fwX7BrMHa/ttsgy5LJZCgqKsKePXvg7Oys03EuFouVXjYTzSij0AzwExbvPlfRDAb+eV0yCtPT05Gfn6/zurKysiCRSGBnZyd0V6AgieEwxnD8+HG0b99ep0yhli1b4tmzZ1XuBpoxhrfffhvJycn44YcfMHz4cNy/fx+XL19GZmam2n26RYsWcHNzM0hBE8aY3oFCnlFI459UnLaFTLi6desiLi5O7/Hv1OEPyf/++69Z/13T09Ph5uZmVhVUS+OBQn0qlBcVFaGwsLBM12POEBmFsbGxuHnzJlq2bAlfX18ANE4h0Uwul+PUqVNo0aJFmWJb6vDzmq4FsypT7dq1YW1tbbCux9u2bcOzZ8/w/vvvazWMijZ4xfKqPkTAoUOHtB4CqLCwEAcPHkTbtm2F85SHhwcYY0IwSBtJSUkYP348nJycsHXrVlhaWurVdnNiqoImly5dwp49ezBw4EAhKPh///d/EIlEWLRoUaW2RZ3SGYX29vYQi8Um73rMhyIJCgoyakah4rOpOd/LEfX27dsHHx8fdO7cGRs3bsSBAwcqPIQFKR9lFJoBfmHnlTsrO1CoWNAkODhYp3VlZWXByckJIpGIKr4aQWpqKvLz81GvXj2dPteqVSts2LABly9f1rkghylt3LgR+/btw7BhwzBs2DDUrl0bq1atwo8//ghAfbdKiUSCHj164Pfff0dycrIQsNNHSkoKpFJphTIK6Sak4njFwEaNGmk1f926dSGXyxEbG6vz8VIeHrCUy+U4cOAAxo4da7BlG1JaWprZZ3LzQCGvcKgL3j1K8W2wYjZWRQKFXl5ekEgkOHLkCIqKitC8eXPhxRcFCokmN27cQFpaGsaPH6/1Z9q0aYODBw+iffv2RmxZxUgkEtSrV88gGYUymQzLli2Ds7MzJk6caIDWlfDz80NeXl65LxLNXVJSEgYMGIA33ngDP/30k8b5T5w4gezsbKHbMfDfuTAlJUW4Fy+PXC7H+PHjkZSUhK1bt+p872+ufH19ERgYqHORg4pauXIlgJJu3Fzjxo0xZMgQ/PHHH4iKikLr1q0rtU2llR6eRCQSwcnJyeRdj3kPg6CgIKNmFPJCJsZaflVhqMw+Y9q2bRveffdd4d+RkZHo0KEDunTpgpMnT+Lq1as4evQoRo4ciTNnzlTomY+UjzIKzUDpjEJDdT3W9sGJv5HUp6AJDxQCoIxCI+B/Ex8fH50+16JFCwCoUuMUPnz4EDNnzoS/vz9WrFgBoORhKjg4GDt27ABQfvC7Z8+eAFDhrEI+3pE+AVYLCwu4ublRoNAATp06BR8fH+G8qAl/0WLo7sd3796FnZ0dxGIxIiMjDbpsQ+IZhebM1tYWPj4+enU95lkPioFCfo2zs7OrUIaSRCKBj4+PUEG5RYsWwnVR8eGCEFX4+IRdu3bV6XPdunUz++qLYWFhePLkCfLy8iq0nL///hsPHjzAO++8ozR8QEXx47Qqj1MYFxcHxpjW1Xp5t2PFQCEPsGhbBOK7777DkSNHMG7cOAwbNkzHFpu31q1bIzo6ulIz5e7fvw8/Pz80btxYafq8efPMJqtQ1bBUTk5OJs8o5C8OKyuj0NLSEi9evKjyWcjVWf/+/REVFSX88Cxde3t7BAUFoXHjxvjuu+9gYWGBTZs2mbi11RsFCs0Av7DzN3oVzSjk3US0TcflN1r6dFNVDBRSRqHh8WwW/jfSVuPGjWFtbV1lAoXFxcV48803kZubiw0bNggBAJFIhGHDhqGwsBBA+cHvHj16ADBcoNDf31+vz3t6elKgsIJSU1Nx69YtdOzYUeuutMaqfBwdHY3w8HC0b98eR44c0WuIBmNjjKmtCm5uateurVegkGc9KHY95lk0hvjeii8GWrRoQRmFRGsnTpyApaWlWWcH6qt+/fpgjOH+/ft6LyMlJQULFy6EjY0N3nvvPQO27r/xRfV50W0u+AuK6OhojQFZuVyOyMhIhIWFCWNIAv+dC7W594iPj8eCBQtQr149fPfddxVouXlq27YtGGO4dOlSpa3zyZMnQiVzRQ0bNsRrr72GgwcPVnp36NJ4oFDxhaKjo6NZBQorI6MwLCwMRUVFJv/eRD1HR0eEhIQIP4pjb/OK5mKxGHK5XHg+JMZBgUIzwE+IPFBYkYzClJQU/Pbbb2jdurXWXQkUux7rijIKjYs/pOqaUWhpaYmmTZvi8uXLVeKt2ZIlS3DhwgV88MEHZbIyRowYIfx/eQEBPz8/NGnSBEePHoVcLte7LTxgrm+XbS8vLwoUVtCZM2cAAJ06ddL6MzxQ+PDhQ4O148WLF0hJSUH9+vXRr18/5OXl4Z9//jHY8g0lNzcXRUVFVSZQmJycjNzcXJ0+l5OTA0B112NDBgp9fHzg5+cnnHMpUEjKU1xcjNOnT6NNmzawt7c3dXMMrqIFTWJiYtCpUydER0dj7ty5wn2iofDjtqqNx6yIv5yUy+UaK3hGRUUhMTFRKZsQ+C8xQJuMwqVLl0IqleKbb76plvssH6ewsrof5+bm4sWLFyoDhQAwd+5cs8gqVNXbzBy6HsfFxcHa2hre3t46Bbx1xQOFfDgbuk+vOnJzczFv3jxcuHABcXFxuHv3LqZPn46nT59iyJAhpm5etUaBQjOQlpYGJycnoY99RTIK161bh4KCAkybNk3rTJyKZBRmZmYKg3e7u7tDLBZToNCA9A0UAiUFTVJSUoSBgs3VpUuX8Pnnn6Nx48Yqq+7Vr18fzZs3B6B53M2IiAgkJyfj+vXrercnISEBAPQaoxAouWFPTU0V3noR3Z0+fRoAdKpgzYM7f/31FwoKCgzSDv5w3KBBA/Tv3x8AsHfvXoMs25BKjz1kzvStfMwfZhS7LfLva4hAIT/eW7RoAZFIBDs7Ozg5OVGgkJTrypUryM7ORufOnU3dFKPgRVf0KWhy5coVdOrUCY8ePcL333+Pjz/+2NDNE47bqtz1mN9zACXbrDx///03AGDgwIFK07XNxIqPj8fGjRvRpk0bYbiW6qZ58+awsLCotAw+xWIcqjRo0ADDhg3D4cOHcf78+Uppkyrp6emwt7eHlZWVMM3JycnkVY9jY2MRGBgIsVgMS0tLuLq6GjWjsGHDhgAoUFiVSCQS3Lt3D8OGDUOHDh0wa9YsZGRk4Pjx41qPY070Q4FCM5CSkgIPDw84OjpCJBLpHSiUSqX48ccf4e/vj1dffVXrz/n5+UEsFuPGjRs6ra+wsBCFhYVChodEIoGHhwcFCg2oooFCAJXa/UJXubm5eOONNyCRSLB582a14zWNGTMGgPobMY7f+B4+fFjvNvGAub6BQi8vLzDGtB4riJR16tQpeHp6okGDBlp/RiwW48MPP8SzZ8+wYcMGg7SDBwrr16+P0NBQ1K9fH/v27atQxqox8EBhVckoBPQPFKqqemyIIgY8M4m/lABKsuQpUEjKc/z4cQC6j09YVdSrVw8ikUjnjMJDhw6he/fuyMrKwo4dOzB58mSjtK8iY2ybC10ChXv27IGvry9atWqlNF2xmEl5vv76a0ilUqEib3Vka2uLFi1a4NixY8LxaUy86yy/tqkyd+5ciMVilS/DK4uq4UmcnJyQl5eH4uJijZ/XtReANhhjZbpte3h4GG2MQmdnZ2FYoaoWKLx+/Tq2b99u6maYhI2NDXbu3InY2Fjcv38fkZGR2L59e5nzIDE8ChSagdTUVLi5uUEsFsPFxUXvtzs7d+7E8+fPMXnyZFhaWmr9OVtbWwwaNAhHjx7VKVjIH9x4RiFQEiShQKHh6FvMBPgvUGjO4xR+8sknePDgAT777DOEh4ernW/KlCk4d+6c0KVEnZdffhl2dnYVGqfw6dOnsLe3V9qvdcG7ANFxoJ/MzExcv34dHTp00PlBZtKkSfDx8cGSJUsMMpYgr3jMA5b9+vVDYmKi2QXf+cul6pxRqKrrsSEzCvlbacXMMF9fXwoUknKdPHkSNjY2aNu2rambYhS2traoXbu2ToHCLVu2YNCgQbC2tsahQ4cwaNAgo7WPVyyv6hmFXl5e8Pf3x9WrV9XOd/fuXdy/fx/9+/eHWKz8+MbvO8oLFPJswrZt21bbbELu+++/h7W1NQYNGmT04UIUx9hTJywsDMOHD8fRo0dx9uxZo7ZHHXWBQgAaux9/8cUX8PPzM3hGZGpqKvLy8pS2naenp9EyCr29vY06DqIxff755xg3bpxwL1RT8Rf1EonExC2pGShQaAZ4RiFQkhmhT0YhYwwrVqyAnZ0dJk6cqPPnZ82aBQD45ptvtP4MD2gqPrhRoNCwEhMT4e7urtRVQFv169eHnZ2dxjfUhpSfn48ZM2Zo1Y394MGDWLt2LTp37owPPvig3HnFYrFWb46sra3RpUsXnDt3Tu+Bip8+fYpatWrp/badDyFQ1W5CzMXZs2fBGNNpfELO1tYWH330ERITE7Fu3boKt4VXPA4MDATwX5VJXnXSXPCMQkNk1hkbDxTyhyttqap6HBgYiICAAI0vELTRp08f3L59G126dBGmeXt7Iy0tjQbLJioVFhbi7NmzaNeundlXL66I+vXr48GDBxqH02CMYfHixXjrrbcQEBCAEydOoF27dkZtm0Qiga+vb5Ufo9Df3x/NmjXDnTt31A6doaraMWdnZwc7O7tyezJ8/fXXKCoqqtbZhFzLli1x4MABWFlZYdCgQdi3b5/RhoPhL7009XiZM2dOhbIKi4uLK1R9vLxAYXn3y1FRUVi0aBHy8/Mxe/Zsg457rirIyofvMXTPjeTkZKVAYVXLKHz+/LmQgVmT8eOYAoWVgwKFJpaXl4f8/Hyh24Czs7NeGYVnzpzB1atXMXbsWL2yK1q2bIlu3brh999/x+PHj7X6DL+wKI4Z5eXlhaysLIONEVbTJSYm6pVNCJScRJs3b47Lly9XWlfJ48ePY+XKlRqDNCkpKZg0aRKcnZ2xYcOGMm/HKyIiIgLFxcU4ceKExnkPHz6MV199VSn7jAcK9UXVvyvm1KlTAHQbn1DRxIkT4efnh6VLl1bophooySgMCwsT9s/WrVvDy8sLkZGRFVquoamqZmiuAgICIBaLtb7OcKq6Htvb2+PRo0eYNGlShdslEokQGhqqNI13a6RjmagSFRWF/Px8peBydRQWFgapVFruMVtcXIwpU6Zg4cKFaNasGU6dOiWMb2hsfn5+VbbrsUwmE+45WrRogeLiYrUFTfbs2QMnJye1+1t5XTYzMjKEsQkjIiIM1Xyz1qpVKxw8eBDW1tYYPHgw3N3d0aFDB0yZMgVr167Fv//+a5DsLB644S8U1alXrx5GjRqF48ePC+Mw6+KDDz6Al5cXJk+ejAcPHuj0WblcrjJQyF+8qQsU5ufnY/z48ZBIJOjZsyfOnj2L/fv369x2dXiQVXHbeXp6QiaTVWi8/tKKioqQmpoKLy8vrbJvzRHv3cCrpNdUilWPifHRVjYx/vavohmF33//PQDg3Xff1bsts2bNgkwmw/Lly7Wan19YSnc9BujBylCeP38uPKzqo1WrVsjMzMSjR48M2Cr1+IW3vO4JjDFMnjwZiYmJ+P777zXeXOmK3wRr0/1406ZN2Lt3L86dOwegJBiRlZVlkEBhVbsJMRenT5+Gm5sbGjdurNfnbWxs8PHHHyMpKQlr167Vux1ZWVl4+vSp0sOuRCJB3759ER0dXW515cLCQiF4VxmqUjETS0tLBAQEICYmRqfP8UChYkahsfEKrdT9mKjCxz+r7oFCTQVNcnNzMXToUGzYsAERERE4duyY3i849cGHCNBmnDVzk5SUBJlMhoCAALRo0QIAVHY/fvbsGS5evIjevXur7WHCM7FUuX//PoqKitC/f/9qn02oqGXLljh58iSmT5+Odu3aISYmBuvXr8fUqVPRuXNnBAYGVnh4nidPnsDPzw/W1tYa550zZw4kEoleWYXHjx9HUVERNmzYgCZNmmDkyJG4du2aVp999OgR5HJ5mXsETRmFn376Ke7du4cFCxZg3bp1sLOzw/z58w2WnalqfEf+PGzIjD++rKqaUcgYE+5DzL1ApbHJ5XKIRCIKFFaSStnK69atQ3h4OHx8fNCjRw+zHjOtsvFgAj95Ozs7IyMjQ6fU7kePHiEyMhJ9+vRBWFiY3m3p1q0bWrRogU2bNmkV6FPVFYwChYaTk5OD3NzcCt1w8xvPyjrm+P588eJFtTcSP//8M/7++28MHToUI0aMMHgbQkNDUadOHRw+fFjjccRvyPmYMXycI17YQB+myCjcvn07OnbsqHOWlrnJzs7GlStX8PLLL1foJmD8+PHw9/fHsmXL9B6AW7HisaJ+/foBKL/68UcffYQmTZpUSpfVwsJCITuhKhQzAYDw8HDcuXNHp78Nz/xQzGA3NgoUkvKcPHkS9vb21X5AdR4oVDVOYU5ODnr27In9+/djzJgx+Ouvvyo1mA+UFB6Ty+VCVdOqhN9z1KpVSyikpGq4GH69UdXtmPPw8FD7gpLfG9SpU6dC7a2KGjZsiCVLluDAgQN4+vQpYmNjsWfPHnz66afIy8vDvHnzKrT80sU4ylO3bl2MHj0aJ0+exMmTJ7VeR35+Ph49eoSBAwfi2LFjiIiIwB9//IE2bdqgf//+OH36tNr7XcYY3n//fQAoc89dXqDwzJkzWL58Odq2bYsZM2bA19cXU6dOxZ07d8q9/9HFrVu3AKDMGIWAYV+283ODl5eX0E2/Kr3MT09Ph1QqBaD7sC2mkpeXJ7TZkGQyGXU7rkRGDxT++eefmDdvHj7++GOcOHECjRs3xpAhQ6pUJN+YVGUUyuVyjQPLKlq9ejUYY5g2bVqF2iISiTBr1iwUFBRg1apVGufnXaQpo9A4KlLIhKvsgib8uM7Ozsbt27fL/D4mJgbTp09HrVq1sHLlSqO82RaJRIiIiMDjx4/LzfpKT08Xspp4RiEf54hXRdOHKd5W/v3337hw4QJ69epVZW4iVPn3338hk8n0Gp9QkbW1NT755BO8ePECa9as0WsZihWPFXXv3h22trbl3iifOnUKycnJKo8BQ3r+/Dl69OiBgwcPol+/fggODjbq+gzlpZdegkwm0+m8ZIqMQp7NTYFCUppcLseVK1fQunVrnYrHVUX8BbSqQOFff/2FqKgoTJs2DevXrzfJtuAv9qpi92PejdDf3x++vr7w9fVVmVG4Z88eWFpaonfv3mqX5e7ujtzcXJWFvHigsKpcI4xFJBLBz88PvXv3xpw5czB8+HAcO3ZMr67AQEkwJDk5WetAIQDMnj0bFhYW+Oyzz7ROComOjoZcLkeTJk3QsWNHREZG4sKFCxg6dCiOHDmC7t27o0uXLti3b1+ZZW7duhVHjx7FuHHjymQ/qwsU5uTkYOLEibCxscGGDRuEwMzMmTPh5uaG1atXV7hg3P379/Hbb7+hbdu2Si/n+VBchryH5s+k/OWfp6dnlXpOVbwHqQoZhYwxPHjwAI8ePTLomJYABQorm9EDhatXr8bYsWMxatQo1K9fH99++y3s7Ozwyy+/GHvVVQJ/o8FPjHwwem27H2dmZmLTpk1o0qQJunbtWuH2DBo0CCEhIVizZo3GYCX/vWKGB39buXDhQp2rWhJl/MJQka7HISEhcHJyqvSMQgC4cOGC0u9kMhnGjx+PnJwcrF+/3qjdJLXpfqx4M37hwgUUFRUhISEBQMUyCnkF88oMFMbGxsLa2hpPnjxBr169quwYJnx8wooGCgFg3LhxCAwMxDfffKPTixfuzp07AMpmFNrZ2aFHjx44c+aMym5eUqlU6KJnzEJCV69eRbt27XDhwgXMnDkTO3furDJdyl566SUA5Q9RUFp2djYkEkmlFo2gjEKizuPHj5GTk4Pw8HBTN8Xo3N3d4enpqbLrMT9nT58+3WTnH36PVBUrH/M285eTzZs3x61bt5Sy0TMzM3H8+HF07dq13Izq8jKxeKBQsYsnAebOnQuJRIKFCxfqFdDQpuJxacHBwRgzZgxOnz6tdVYhz7xTHJKlefPm2LZtG27evIkJEybg8uXLGDx4MFq0aIFt27ahuLgYSUlJmDVrFnx8fLBkyZIyy1VX9Xj27NmIiYnB4sWLUa9ePWG6s7MzZs2ahaSkJPz1119af2dV5s6di+LiYnz99ddK5w5jZxTydVSljMKqFigsLi4Wiu9UdKzw0uRyOQUKK5GIGTrUq0AqlcLPzw9btmxB3759hemTJ09GZmYmtm3bpjR/YWGh0sWRN23IkCEG39EqW35+PmxtbctMT0xMxOPHj9GoUSM4OTkhISEB8fHxaNq0Kezs7DQu99mzZ3jy5Anq1q0rnAArKikpCTExMQgKCio3YPL06VPExcUhPDwc9vb2wvT4+HgkJCTAwsICoaGhVaISpzlKSUnBgwcPUK9ePSGQrI/bt28jJycHbdu2NWDrVLt7964wNpunpydCQkKEfZ/vL76+vka/WZXJZLh48SJcXV3VDqjO2+Pk5ISsrCw0adIEmZmZKvdpXV26dAk2NjZ6j7OnqKioCGKxuNwLY1RUFGxtbeHl5YVHjx7BxsYGjRo10qtatindunULeXl5BqliC/x3LgsMDNR53Mm7d+8iIyMDbdu2LfMAnJycjEePHiEkJES4qeXy8vJw/fp1ACWBpuDgYLXn/4q4ceMG8vLyEBISImSkVxVyuRwXLlwo9/gs7fbt28jNzTXYvqGNoqIiXLp0Sfg7Et0ZY99XJzc3FxYWFlqNFVZRaWlpuHfvnkHvvcyZunPzlStXIBKJhG6zppCZmYk7d+6gTp06lTo2Ynm03e9jY2Px/PlztGjRAtbW1sL9s+I9CL8XDA4OFl5eqMKfH1Tdv5ji/FlVPHz4EC9evEDDhg2VekhpIyMjA9HR0Rr/NqXl5+fj2rVrWt8P8/2kefPmal+WSaVSPHv2DElJSZDL5bC2toaVlRWys7PVPkfk5OTg5s2bSs97/Ds5OTmhUaNGZT5TWFiIK1euwMvLC3Xr1tX6OyvKysrC7du34ebmVmbIrNzcXNy4cQMBAQEV6t2jiN/vN2nSBA4ODoiOjkZmZqbw0tLcvXjxQughZWVlJfQW08Tb2xtTp06Fh4eH0n1sQUEBxGKx0Z4R5HK5kHFq6GtyXl4exGJxpb40VsQYqxIv5RljSElJwQ8//FBmWA47Ozvs2rULTk5OGr+LhTEbmZqaCplMVuZBytPTU2XFpu+++07pjYeDgwNu3bqF/Pz8Cqc4mwNV34FPk8lkyM/PF6rT5ubmavzjMcbw7NkzWFhYwN7e3mDbyNHRERYWFnj69ClcXFzUtoNXNi4qKlJat4eHB6ysrPDkyRNER0ejTp06Ol98CYTguOIJVx82NjbIyspCenq60U+shYWFsLCwgFgsRlZWltDurKwsxMfHw9raGp6enpVyPNvb2yMjIwN5eXkq92He1cLNzQ1ZWVlIS0sT9ml+POpLIpFAKpUa5Hvevn0b9vb2am8mZTIZiouLYWFhAUdHR/j7+yMhIQG3bt1CSEhIlekWx4dccHJyMui5zMrKCk+fPoWzs7NObyFzc3NhbW2tsoI7fwB88eKFUhVeQDkbXPEYMOQ+n5eXh9zcXLi7uxv03F+ZbG1tlbaPJjxgborvWl3uQUylMrYdYwy3bt2Cg4NDpQR1+dArEomkRuwbPOCQlZUlXFOkUikKCwvh7u5u0m3A75vz8vLM6m+hTVtKPwPwbZueni6M08t7J9ja2pa7TJ5ckZubW2aM34KCAlhaWprV9jEXnp6eePHiBWJjY5Wy57TBM/FEIpFO21bxb6XN57KzsyESiTQ+D3h7ewvVr1+8eIHCwkI4OzvDzs5O5eeKiooAlOwf+fn5kMlkePjwIcRiMfz9/dWuy9LSEpmZmXrvTzzD1dvbu8wyeFEi3iZDKH2ciUQiMMZUHivmiD8PWlpaQiqVqn2uKa2goACMMaVsWcYYZDIZ5HK50Z4PFMeoLy4uhqWlpcGCa/y7GDHPTes2mDP+d1d1HOnytzBqRuHz58/RsGFDHDp0SOkt1vz583Hu3DkcPXpUaX51GYVWVlZVInqrDj/xhoSElHlQ/eCDD7B27Vo8fvwYPj4++PXXXzFx4kTs3LlTGDRfnd27d2PkyJGYO3duhQfjLe2bb77BvHnz8OOPP+KNN95QOc+0adOwbt06xMXFlQkGAyXj0TVr1gxdu3bF33//bdD21QRz587Ft99+i5s3byIkJETv5ezatQujR4/GunXrMHr0aAO2sKzGjRvD1tYW4eHh2LZtGx4/fozMzEzs2rULixYtwvbt2zFo0CCjtoH7+uuvsWDBAhw4cEBlVcpGjRrBwsICp0+fhq+vLwYMGIDi4mIcPHgQmZmZFbp56N27N27cuCGMeaivlJQUBAQEwMvLC7GxsSrPg9evX8dLL72EefPmYe7cuQCAtWvX4oMPPkBYWBgOHjxoNlkW5Tl+/Dj69OmDxYsXY8aMGQZb7pYtW/DOO+9g/vz5mD17tlafyc/Ph7u7OwYNGlQm853r2rUrbt68iYSEBKUA/Lx58/DNN98gKCgIz58/R2JiIuLi4lSe//X19ttv4+eff8a///6LZs2aGWSZlW369On48ccfcfv2ba0CO02bNoWFhUWlF0OrW7cuatWqJXSxJNor797H0B48eIDw8HA0adIEFy9eNOq6AGD48OGIjIxESkpKpWVMmtK2bdswYcIE/PDDD5g4caLStE2bNmH48OEma1t2dja8vLyE+xxT02W/79q1K2JiYoQurE+fPkVISAiGDh2Kn3/+GVKpFAEBAahfv77Gc9Bff/2FESNGlPl7FBUVwcXFBf369cOOHTsq/gWroalTp2L9+vX4+++/0bNnT60/V5H79GbNmkEul+PGjRsa561duzb8/f1x5swZrZefm5uLQ4cOoUePHmq7rPP9bcqUKfjmm28wadIkbN26FatXr8abb76p8jMymQyvvfYaDhw4gPj4eJ17NOzcuRNjx47Fu+++i2XLlpX5fUFBAVxdXTFs2DBs3rxZp2WrM27cOOzYsQNpaWmwtbXF7NmzsXz5ciET2dx98skn+P777zFw4ED8/fffWre7sLAQCQkJCAgIEO5TCwsLcfv2bYhEIjRr1swo8ZWkpCQ8ffoUbm5uSEtLQ2BgoEF6vsjlcly7dg2urq4m+bsxxlBYWAhra2uzj0sVFBQgPj4e/v7+ZTI6GWOQSqWmzyh0d3eHRCIpM1bXixcvVHbVsLa2VvoyjDFkZWVBIpGY/R9EGxKJpMxNQ1paGoCScRMkEolQtZJ/b8YY+vfvj27dupV5eF65ciWsrKzwzjvvGPwm/J133sHSpUvx7bffYty4cSqDJvxNmqurq8r1h4aGokuXLjhx4gTy8vIqvRJeVcdThWvVqlWhvy8P0l+9elVt0NdQUlJS0KJFC7Rv3x7btm3D5cuXUbt2bWzcuBG1atXCwIEDK21siV69emHBggU4evQounfvrvS7jIwMxMTEYPjw4XB1dUWTJk3w77//ws/PD35+fhV+y1arVi2cPHkS2dnZSl3v5XI5EhISEBgYqNVy+FiDycnJSE5OVjkUAH/AqFOnjrBtp0yZArlcjhkzZqBPnz44cuSI2XeP4zfAXbp0Meg+MmbMGCxduhQrVqzAe++9p9VQCA8fPgRjDA0bNlTblgEDBuD8+fM4ffq00gDzd+7cgaWlJV5//XUsXboU9+7dg62trcrzvz7S09Oxc+dOtGnTRuvuJ+aoXbt2+PHHH3Hx4kWEhoZqnD8nJwcBAQGVPjaNj48PkpKSaEycCjDUvl8eXmijsv5Wt2/fRr169cpkFFdXgwYNwnvvvYcdO3bg7bffBgChAIShz9m6cnFxgYODA54/f25Wx6k2+/2zZ8/g7+8vzBcQEICWLVvijz/+QH5+PoYOHYrs7Gyt7p34NT4tLU1p3idPnkAulyM4ONisto85mT17Nn7++Wd89tln6N27t9bPnHy8uNq1a+u8bUNDQ3Hw4EEwxmBhof5xPDk5GUlJSXjllVd0WoeTkxNee+21cufhz5w5OTnYv38/tm7dit69e2PChAnlboMWLVrgwIEDOH/+PAYOHKh1mwoLCzF//nw4Oztj3rx5Kr+Pvb09HBwckJqaarD99cWLF3B0dBTO14rHSkUSMSoLfx5s27Yt/v77byQkJGjVbrFYDJFIJPwA/2WRMsZQXFxslO7HvNqxj48PMjIykJKSojKhSFtFRUWYP38+Dhw4gJiYGDg5OSEiIgKLFy+u0Jjy+lLcnuaKt1HV0FW65AgaNd/WysoKzZo1UxqsVS6X49SpU2jdurUxV11lpKWlwdnZWQhM8IdY3q0lLi4Ohw8fxqJFi4Sx34CSMdDOnTuHESNG6DQuhracnJzw9ttv4/79+9izZ4/KebKyssoEd0vr168fpFJpmexRolliYiIcHBwq/CASFBQEd3d3XLp0yUAtU62oqAiZmZlwd3cXxkM8f/48Tp06hadPn2LixInl3gwZWrNmzeDp6YnDhw+X+R0vZNKiRQsAwMsvv4ykpCTcunVL57HsVOFjE5auevvzzz8jNDRU6wp7vHuGYptL40WDSmdlvffee1i6dCmio6PRq1cvsx+4+fTp03BwcDD4WFeWlpaYPXs2MjIysGLFCq0+o67isaL+/fsDACIjI5Wm37p1C/Xr1xcC9NeuXdOj1er98ssvyM/Px6RJkwy63MrGxwYqXfRInezsbJO8bPLx8UFiYmKV6GpSk/FzbUpKilK3J2PIycnBo0eP0KRJE6Oux5w4OjqiX79+OHPmjPBy6tSpUwgJCTHINbOi/Pz8qlwxE5lMhqdPnyptP5FIhEOHDmHkyJHYt2+fkNU1YMAAjcvjY9CVvtbz+4iqkDllKgEBAZg4cSIuX76Mffv2af25J0+ewM/PT68x2OrVq4fi4mKNhR95IRNjnG8cHBwgEonw+PFjTJkyBS4uLvjxxx81BkH4fdrZs2d1Wt/q1asRGxuLTz75pNyx13l3cENJSkpSelbmQauqUvk4KSkJzs7OQtf4ihQ0Uey5qfj/hiSVSiESiWBjYwM3N7cKFzXJy8vDtWvXMGvWLGzevBlr167F/fv38eqrrxqw1UQVo3fMnzJlCn7++Wds374d9+7dw4wZM5Cbm4tRo0YZe9VVQkpKitLJko/lx8e54je/ubm5+Omnn4T5vv/+ewAlwQBjmTp1KqytrbF06VKVD0lZWVnlVmADgD59+gAA9u7da5Q2VmeJiYkG6TIqEonQsmVLXL9+XXiTVJ7CwkJhjBBd8JtTT09PNG7cGA4ODrhw4QJ27NgBCwsLjB8/XudlVoRYLEaPHj1w8+ZNPH/+XOl3vBotDxS2b98eQEmw05CBQn6Dx50+fRqMMXzzzTdaLUfxBlJdwKm8aobvv/8+vvzyS9y+fRu9e/dWWaXXHBQUFODixYto3769UYLJI0eOREhICFasWKH0wkWd6OhoAGUrHisKCwtDaGgo9u3bJ4yRlZGRgfj4eDRp0kTYt9QFePXBGMNPP/0EV1dXjZkC5q527drw9vbWqvKxXC5HTk6OSbK3fHx8IJVKtdpviOnweyW5XG70lyK3b98GY6xGBQoBCN1Zd+zYgbi4OMTExBikQr0h1KpVq8x13twlJSVBJpMhICBAabqTkxM2b96MjRs3wsHBAU2bNtWq6BMPfpS+zlOgUDsfffQRbGxssHDhQuGarsmTJ090qnisiGfSqxqzX5GqiseGIhKJ4OTkhNOnTyMpKQnLly/XKkMrODgYbm5uOnWFTktLw5dffomgoCC8++675c7r4eFh0PN4cnKyUqCQd4M19xfo3PPnz+Hj4yP0RuIva/TBs/0A4wYK+bBxhtjWzs7OOHDgAPr27YugoCC0bdsW33//Pa5cuVIlqkBXZUYPFL766qv47LPP8MUXX6BTp064desW/vjjD7PvBldZUlNTlQKFpTMK79y5A6AkK2bVqlXCeAO7du1C165d0bRpU6O1zdvbG2+88QaioqKUskK5zMxMjUVKgoKCEB4ejgMHDhj9LX91k5iYCF9fX4Msq2XLlsK4FJr07t0bwcHB2L59u05ZNPwi4OHhAYlEgjZt2uD8+fO4cOECBg0aZLDvoouIiAgAwJEjR5Sm8+ANH9+NBwoBGDVQyNe7f/9+3Lt3T+NyFAOF5WUUWltbq92+H374IRYtWoQbN27glVdewe7du3H+/Hk8efLEbLKkLl68iMLCQnTs2NEoy7ewsMDcuXORlZWF5cuXa5z/7t27EIvFGgc279+/P549eyYEnvnx1bhxY/j7+8PDw0P4nSGcOnUK9+7dw9ixY6v8uGgikQht27bFzZs3kZubW+68ubm5YIyZJKOQP1wkJiZW+rprmoSEBOzcuVOv8xK/VwJQpsKfod28eROAcTJ8zFmvXr3g5uaG7du3C+PlmUug0M/PD5mZmRrPJeYkISEBgPp7jtGjR+PBgwc4ePCgVstzc3ODSCQqk4kVExMDgAKFmvj5+eHtt9/G9evXtRpXPS8vD8nJyUYPFPLzjTEChQCEhI9BgwZhxIgRWn1GLBajffv2uHr1KnJycrT6zJdffomMjAwsWrRIY2FFnlFoiHvU4uJipKSkKMUd+P8bMmvRmJKSkuDj4yPsa3xYIn08f/4cUqkUUqkUjx8/xtWrVw3+w8/FV69exf379yGTyZCWllbhOABPdrGyskJmZiZEIpFWwwkR/VVKqZ9Jkybh5s2bSEpKwtGjR9GqVavKWG2VkJKSojTAJ9/hS2cUzpw5E4mJidi+fTvWrFmD4uJiTJs2zejtmz59OsRiscoBZ7XtCta3b1+kpKRo3cWMlLyNSU1NNVgRCj6WmaZCAHl5eTh37hwSExPxxhtvoFevXkJ2lSaKgUKgpGshP6nzMY0qGw8Ulu5+fOXKFYSEhAg3SP7+/kJGniEChbVq1YKLi4tSoLCgoADR0dHCG8GVK1dqXE5sbCxsbW3RqFGjcjMKg4KCyi2+8vHHH2PBggW4du0ahg0bhk6dOiE0NBRfffWVbl/MSCrjoXP48OGoV68eVq5cqTGzMjo6GsHBwRpvZnn3Yz48g+Kbf5FIhBYtWuDmzZtaZfJq8uDBA8yfPx8AhGICVd1LL70EmUymcVgEPh6uKQKFPABv7OATAT799FOMGjUKv/76q06fk0qluH//vvBvChQah5WVFYYMGYLbt29jzZo1AMwnUMiP06rU/ZgHCv39/dXO4+7uXm4XTUUSiQRubm5lrm/8haO+Aa2aZNasWbCzs8Nnn32mMauQZ3VVRkahj49PhcZ4K4+fnx88PT2xcuVKncZda9++PWQymVa9Ah49eoTVq1ejVatWeP311zXO7+HhAalUKlz7KyIlJQWMsSqbUVhQUID09HT4+PjAxcUFjo6OFcqiK10B2VgU9yVra2vIZLIK98zg2ZAymQxz5szBsGHDNPZsJBVj/jXBq7G8vDwUFBQo3QQ4OjpCLBYrBQpr1aqFDz/8EE5OTli2bBnWr1+PkJAQvPLKK0ZvY926dTF06FAcPny4TEZTVlaWxoxCQP1YXkQ9nr1iyIxCQHOg8O7du2CM4b333sOECRNw4sQJtGzZEnPmzNH4pp6/mVMMFAJASEgIXn755Yp+Bb14e3ujWbNmOHbsmPAmKzMzEw8fPhS6hnI8q9AQA+OKRCI0btwYt27dEi7Et2/fhkwmwxtvvIEWLVrg559/1hiwevz4MWrXro3mzZsjLi6uzPxyuRyxsbFaVY2dO3cuzp07h82bN+Orr76Cs7OzTmPxGNPp06dha2tr1OIcEokE8+bNQ3Z2Nr777ju18xUVFeHhw4cICwvTuMyXXnoJHh4ewtAKpbsINW/eHIWFhUpjTeoqPj4e77zzDsLDw/Hvv/9i4sSJWrWtKuDnCE0PGqYMFPKHi+fPnyM7Oxu7d+/WKhuY6IYxhuPHjwMoyYLWpRvp/fv3UVxcLHTPrIxAoYuLS5kuozUBzziKiopCSEhIuUGuysRf8FWl7sfaBAp15e7urnKMwlq1aml88UVKMs2mTJmC27dvY+fOneXOywOFqoZ90YaPjw8cHBzKDRTKZDLcuXPHaNmEAPDbb7/hwoULOvf069ChAwBo1f143rx5KCoqwpIlS8p9qc3x5whDZPzx64Hi9+NB16qQUcjb7+PjA5FIhMDAwAoFCm1sbODs7Ax7e3s4OTmhefPmBv0JCwuDlZUVAgIChGmNGjWCWCzWOjC7bds2uLq6Cj98HysqKkJxcTHGjx8PxphWCRekYihQaEL8gFEMFPI02szMTMhkMty9exeNGjWCk5MTJk6ciPv37yM9PR1Tp07V6mRrCDNnzgQApaxCxhgyMzO1enBr0aIFfH19aZxCHfBAoaEyCmvVqgVfX1+NgUIe6OjYsSPWrFmD06dPo3Hjxli2bBmaNm2Kv/76S+0bKB7E4hf4Dh06oFOnTnjvvfdMWh0qIiICqampQqCbZ+aVDhT269cPYrEY4eHhBllv48aNkZmZKTwM8PU2a9YM77//PvLz87F+/Xq1n5fJZIiLi0OdOnWEgaNLZxUmJiaisLBQ6xvVVq1aYeTIkZgxYwY6dOiAK1eumLyrllQqxfnz59GuXTujVF9T9Nprr6FBgwZYvXq12rFZHj58iOLi4nLHJ+QkEgn69OmDW7du4fHjx7h16xZcXFyEh1a+jyl2i9RWcnIyZs6ciQYNGmDjxo1o164djh8/jtWrV+u8LHPVsmVLWFhYaAwU8q5NpswoXLJkCQICAjBs2DC0atUKGzZsMJuu+8ayceNGjBkzpsz3PHbsGOrUqSNk1hlCTEwM4uPj0aBBA6Snp+O9997Tevvy46tbt24AjDtAPWMMN2/eRJMmTcy+6qExtG/fXsiKN5dsQuC/F3xVKaOQt9WQgUJVY7s9fvyYuh3rYMaMGXBwcMCiRYvK7SpZ0YxCkUiEkJCQcgOFMTExyM/PN2qgsFatWnrtg82aNYOdnZ3Ggibnz5/Hrl270L9/f62Hl+GBPENk/PHrgWJGob29PWxsbKpERmHp58GgoCDExcVpPY6mIsaYMH6gtbW1XmMUSqVSxMXFqf0sn654P29hYQFXV1fk5uZqVdSkf//+iIqKEn54EkFubi7mzZuHuLg4HDhwgLIJKwEFCk2IB1ZKdytwcXFBRkYGYmJiUFBQgEaNGgEoKVxiYWEBFxcXjBkzptLa2axZM/Ts2RO7du3Co0ePAAD5+fmQyWRaZRSKxWL06dMH9+7d05hiT0rwt+KGChQCELpBFhQUqJ1HcYw1AGjbti3+/fdfLF++HBkZGXj99dcxcOBAYT9QVDqj0MHBAYcOHUKXLl0M9h300bNnTwDAoUOHwBgTusCXDhQOHToUycnJWg0arg2+DfnDtGKgcOjQoahVqxbWrFmjNLCwomfPnkEqlaJ27drCWIqlA4XlFTLRpEOHDiguLjb5kACXLl1Cfn6+0cYnVCSRSPDqq68iJydHbfBOm4rHihQzpm/duiV0Owb+28e07b4PlAw7MX/+fISFhWHFihVo3Lgx9u7di2PHjpksM9dYbG1t0axZM+zbtw8NGjTAkCFDMH/+fPz++++4ffu20GXblBmFAQEBEIlEiI6ORpMmTfDll1/Cx8cHkydPxoQJE3QKtPPKfVUlwLhq1SqhcIWivXv34unTp5g3b57B1sXHQZ4/fz5ef/11REZGYseOHVp9ll+3unbtCsC4gcL4+HhkZmbWuG7HnFgsxrBhwwCYV6CQv5x59uyZiVuiPf4S0RC9GDgPDw+kpqYKQYTMzEykpaVRoFAHHh4emDr1/9u777Aozq4N4PfuwgLSREXAigqKgoq9YcMSu1Gxxtg16mvvXWMsYBe7RqPGWGJBRRFbsHfFgohS7CU2kCJ95/vDbyYgoPRd2Pt3Xbnel93ZnWfxzDJz5jznGYlHjx5h165daW6XHVO6bW1t8fz5c0RHR6f6fE73J8wKXV1d1K1bF1evXk3zPFYQBEyaNAkKhQILFixI93uLicLsqA5PraJQJpNl+8rKOUVMFIqJzlKlSiEuLi5Tv5v4+HgIggClUgmlUomEhIQM9Q1MTExEUFAQ3r17h+Dg4FSTlWIsfH3jPyPTvY2NjWFjYyP9Z2BggPj4eIwbNw4vXryAt7d3ulsyUNYwUahGX/d0E5mamuLTp0/Sya+YKCxRogS2bt2K7du35/rqjxMnToRKpZKm7ImLraQ3m9+uXTsA0JipjpouuysKgS/VOwkJCd+sAvHz84OBgUGyqawKhQLDhw+Hn58fevXqBW9vbzg6OmLRokXJXvt1RaGmqFevHoyMjODm5gYTExPMmDEDMplMSr4llZ13p75e0OT27dsoUqQISpQoAV1dXQwfPhyvXr1Kc3qLeBJqbW0tLVr09fT/rKxmmJFpIzkpt5vii7/Lu3fvpvq8mNSrVKlSut6vefPm0NfXx8aNG/Hp06dkJ/SlSpVC4cKF05UojIqKwqJFi1C+fHm4urqiZMmS2LNnDy5fvoyWLVvm2+qlhQsXwsXFBUqlEl5eXnB1dUXv3r1RrVo1FCxYENWqVcPs2bMBQC2rHhcvXhynT5/G3bt3cf78eYwfPx5Xr15FmzZtsGPHDjRo0EBKLqcmLi4Ou3btQrdu3WBlZYXatWtj8uTJGp8sDAsLk767vl6QR/weOnbs2HerSdLrzJkzAIDGjRtjxYoVMDc3x9ixY9N1MXT//n0oFArpOyQnF54Rvze0NVEIfDkfdHV1hYuLi7qHIhErf/Pa1GMLCwvo6ell23sWKVIEiYmJ0jl6Vm4marMxY8bA1NQU8+fPT7PHsFhRKFbYZobYpzAoKCjV58XvYE39vmnQoAFiYmLSXLRNXDxvyJAhGWqZIv5esqPNR2oVhcCXYyUvJQrF7zgx3jIz/VhM4unp6UnfO+mtKhQEAU+fPkV0dDQKFCiA6Oho6WZHWvtIytDQEAYGBpla1CQ+Ph7du3fH/fv3sWjRIiQmJuLNmzd48+ZNmklqyh5MFKpRalOPgf8qCsWKl6QXrN26dUOrVq1yb5D/r1GjRqhduza2bduGN2/eIDw8HED6EyvOzs4wMDBgojCdciJRKC4i9PUKwEndv38fFStWhEKhSPGcpaUltm7dipMnT6J06dKYMWNGssU6vq4o1BRKpRJjx45F+fLl0bRpUwwYMACbN2/O8ZWyxAS/n58fEhMTcffuXTg6OkoJn0GDBqFAgQJwd3dPNWmQ9ATfxMQENjY22VpRWK1aNRgYGGTbhX5mnT9/Hnp6eqhVq1au7E9MFN65cyfV58WkT3pPag0NDeHs7CwtppD0hF5MSIs91FITGxuLNWvWwM7ODjNmzICZmRk2b94MX19fdOrUKd8mCEWNGzfGzp07cefOHYSFheHmzZvYvn07Jk2ahJYtW+Lz58+4fPkyAPWt2unk5JSswrRQoUI4cOAA5s2bh4CAANSvXz/V6jdBENCnTx/07dsXhw4dQs2aNVG9enWsWLECU6dO1ehk4dWrV6XxJb1BkZiYiDt37sDW1lbq+5nVzyEIAs6ePQsHBwcUKVIERYoUgbu7Oz58+JCuRdv8/f1hY2MDMzMzGBkZ5WhFobYuZJJUwYIFMW7cuBxvFZERYv8uTZ56LAgCHj58KB0vL1++zJbF05ISryfE87Gs3EzUZmZmZhg9ejSCg4NTXVwpJiYG169fR4kSJbKU6P3egiZ+fn6Qy+XZNtMlu4kzQb5eMBD4kjCaPn06jI2NM1x9Ll73Jr3GyKzUKgoBJKsovHz5MqpUqQIvL68s7y+7pVZRCPyXqM6IpNOCM5oofPPmDUJDQ1GwYEHY2dnB2NgY7969S7FASWxsLGQyGXR1dZM9LpPJpBsZGV3U5OXLlzhy5Ajevn2LLl26oFSpUtJ/4vkh5QwmCtXIwsIC7du3T/EHXKwoFE9I09MrK6fJZDJMmDABsbGxWLVqVYYThQYGBmjWrBkuXLiAjx8/5uRQ84XsXswE+DItq1SpUnB3d5fuNif18eNHvHr1SkpwpaVx48aYNm0aACSrpPnw4QMKFiyY4o+DJpg5cyZu3LiBw4cPY/369ejdu3eO79PU1BSlS5eGn58fHj58iOjoaClJBXw5Ee3Tpw98fX1x/vz5FK9PWlEIfJmyHBgYKPVrS7pNehYz+ZpSqUTdunVx5coVtd2Ri4+Px6VLl1CnTp1ca7QuJl7TShQ+ePAAJUuWzNA01w4dOkj//+spQjVr1kRMTEyKlX0FQcD27dthb28vrS6/atUq3Lt3Dz///HOqyfr8Tk9PD5UrV0aPHj0wb948aeGQjx8/4tGjRxo19Voul2PSpEk4fvw4DA0N8fPPP2P06NHJTrqXLl2KAwcO4Mcff8SzZ89w+vRpnDx5EvXq1cOyZcswbdo0jU0WJr2BkDRRGBgYiKioKLRv3x79+/fHxYsX4e3tnaV9PXz4EK9fv07WpqJLly7o3LkzPDw8sG/fvjRfGx0djeDgYOnvloWFRYoqxEuXLmHjxo3Z8ru+d+8eZDJZuiuOKXfo6urC2toat27d0shj6saNG2jSpAkqV64MZ2dn+Pr64uXLl9m+GIw4ZVOc4ZGVcwRtN2rUKBQqVAjz589PcY60ePFiPH36FMOGDcvSPsqXLw8g9UShIAi4du0a7OzsYGBgkKX95BQnJycUL14c27ZtS1EltmHDBgQHB2PSpEkZXrHZ1NQUpUqVkmbWZUVgYCDkcnmKwgtzc3NER0fj/v37cHFxQUBAAH755Zcsr8yb3b6+HhSnumelojCjicKwsDC8evUKBgYGsLa2hkwmg7W1NXR0dPD06dNk7yH2QEztJnehQoUgk8ky3BvS2toaYWFhuHz5Mp48eYK4uDjpv8aNG2fovShjmChUI2dnZ+zfvz/FFMiCBQtCpVLh2rVrKFu2LAwNDdUzwK906NAB5cuXx4YNG/D8+XMASFePQlH79u2RmJiY5YsKbfD69WsolUoUKlQo295TT08PM2bMwMePH7Fy5coUz3/dn/BbUpsu8e7dO42rJlQ3e3t7PHz4UEoSfX2siwu9pPbvIZ7gizcSqlWrBkEQkk2ZffLkCczMzDJ0HCbVoEEDREdHp5jSnFt8fX0RFRWVK/0JRTKZDFWqVMGdO3dSXFAmJibi4cOHGb5736ZNG+mk6OtEu9jD8MCBA8ke9/DwwKBBgxAZGQlXV1c8ePAAv/zyi0ZV6WgKIyMj6eRU0zRu3BjXr19H48aNsW7dOjRt2hRPnjzBqVOnMGPGDFSqVAlbtmyRqgGMjY3h6emJunXrYunSpRq7OM3ly5dhaGgIR0fHZMkX8bvC0dER06dPh76+PmbOnJmpxuoisT/h1yf87u7uKFy4MEaNGpXmFLGAgAAIgiAdd0WLFk1RUThr1iyMGDECkyZNynIS6d69eyhXrpxapsHTt3Xs2BFPnjzB9evX1T0UyatXrzBw4EDUr18f165dQ/PmzXH58mXUrVsXiYmJOZYoFM8TWFGYeSYmJhg3bhyePn0Kd3d36fHAwEC4ubmhUqVKGDNmTJb2YWNjI73n127fvo1Xr17hhx9+yNI+cpKOjg769euH58+fJ7u2CwsLw/z581GiRIl0VYWnxt7eHgEBAWnOxkiP2NhY+Pj4oG7duihQoECy58RjpX379nj//j1+/vln/Pvvv1IhhKZ48+YNdHV1pevB7Jh6nDRR+L1CgejoaDx+/Bg6OjooV66cdBNbqVTC2toaiYmJyW7OiYnC1Ojo6KBQoUKIiopKsy9nWsQWADxHzl1MFGogcUqkuAKgppDL5Zg4cSLCw8OxbNkyABlrLt+6dWsA7FOYHm/evJGm0mSn3r17w8bGBitXrpTuOIvEEv/vVRQC/53cJE0UfvjwgYnCrzg4OCA+Pl7qQ/h1orB8+fJo06YNjhw5kqJHzddJQPG1SZN6WV3NUN19CnO7P6GoatWqCA8Pl5KxoqdPnyImJibD37uWlpZwdnZGlSpVUlRZV69eHcWLF8eBAweSJVO2bNkCHR0d3Lp1C+PGjUtxEkt5h6WlJY4dO4bJkyfjxo0bqFOnDnr37g0jIyPs3bs3RVLJxMQEnp6eKFu2LKZOnZotfZiyU3x8PK5du4Y6deqgVq1aePfunTSlU2x/UK1aNRQvXhzDhw/H3bt38ffff2d6f2fOnIFMJkvxPVC0aFGsWLEC79+/T/OCXLzBJVb4FS1aFO/evUtW3SJehK9cuTJLycKQkBA8evRIWoGRNIu4yEpWYjG7xMTEwM3NDfb29vjzzz/RokUL3LhxA15eXrhy5Qrq1asHIPtnDLVu3RoWFhaYNWsW3rx5g8ePH0NfXz9b29hok+HDh8Pa2hrTpk3DhAkTEB8fj5EjRyIuLg5r1qzJ8gwaMzMzmJubp5ooPHbsGID/rp001YABAyCXy7Fp0ybpMVdXV3z8+BFz587NdDVkpUqVEBcXl2b/xvQ4d+4coqKi0KZNmxTPidcrL168wIIFC/D777/D2dkZmzdvls5NNcHX14MWFhZQKpWZThTK5XLo6OhAR0cHcrn8mxWFCQkJCA4OhiAIKFu2bIpp9iYmJtDX10doaCgEQZAWR/lWMi89i5qoVCr8+++/yc6ZxYSmJs5ay8+YKNRASauD0pO0yU09e/ZE8eLFce3aNQAZqyi0tLRE7dq1cfz4cTYf/Q7xD0N209HRwaxZsxAREYHFixcney4jFYVmZmYoVKiQ9AdcEAS8f/+eq1B9Rfxdnjx5EoaGhlIlZlJjxoyBIAhYvXp1ssefPHmSrPfg1ysfx8bG4uXLl1lqUl6nTh3o6OioLVF4/vx56Orqok6dOrm637QWNMnoisdJ7du3Dz4+Pikel8lkaNmyJV6+fCmtMP38+XOcPHkSbdq0ydYVL0l9dHR08Ntvv+HgwYMAvrRy2Lp1a6rHPPDlb+fvv/+O2NhYDBw4MEtVE9nt9u3biI6ORv369aWVu8UbFL6+vjAyMpI+18SJE2FiYoJff/01zab/3yIIAs6dOwdHR0eYmZmleL5bt27o0KED9u7dCw8PjxTPf73om6WlJVQqlXQREhkZidevX6Ndu3ZwcnLCypUrM72YzKZNmyAIAvr27Zvh11LOq169OsqVK4e9e/dmuFl+dhEEAfv370enTp0wZ84cWFlZwcPDA0eOHJFi1NHRET4+Prh27RoGDBiQrfsvVKgQ3N3dERoaihEjRiAkJERjq7HzAiMjI5w/fx5OTk5wd3eHo6Mj/vnnH/Tv3z/bWmHY2tqmmgw7duwYTExMNKrlRmpKliyJVq1awdvbG8+fP8eTJ0+wevVqODo6olevXpl+X/F4ycr0428lW8X+oP369cO4ceMgk8mwevVq6OvrY9iwYYiJicn0frPTv//+m2whFrlcjpIlS2aqR2HSacEymQx6enppJgpVKhVCQkIQGxubZjsemUwGMzMzJCQkICIiIs0Vj5MyNDSEvr5+stXZv/bhwwe8ePEiWUELKwrVg4lCDZR0kQVNSxQqlUqMHj1a+jmjq8S2a9cO4eHhqfZkU4fHjx9j7dq1GtUAWyzjzqk7wN26dYODgwPWrVuXbIVAPz8/mJmZpbsvoo2NjXRy8+nTJ8THx2e4D0l+JyYKVSoVqlatCrk85Vduo0aNULVqVWzbtk3qjZJaEtDc3BwlS5aEj48PIiMj8fTpUwiCkKVEoaGhIapXr45Lly5laepgZiQmJuLixYuoVatWrlfTpbWgibg6cWaqPAwNDdOssG7ZsiUASL3Wtm/fDkEQ0K9fvwzvhzRbmzZtpL6j7dq1++a2Tk5OGDt2LK5du4YlS5bk0gi/T+xPWL9+fVSrVg0ApOnHt2/fTvZdVrhwYYwbNw7BwcHYunVrhvd1//59vHv3Lll/wqTEizczMzOMHDkyRSW8v78/lEqlVOUuNqwXp0KJf6McHR1x+PBhNGjQACtWrMhwsjA2Nhbbtm2DjY0NnJ2dM/oxKRfIZDJ07doVr1+/VsvNL19fXzRv3hy9e/dGREQEXF1dcfv2bbRt2zZFok5c6ConqmM6deoEFxcXHD58GIGBgexPmEUWFhbw9vbGsGHDEBgYiMKFC2PBggXZ9v42NjYpFoV49+6dNFU9L1RQDR48GCqVClu2bMHMmTMRFxcHNze3VM950yuriUJBEHDs2DGULFky1QKILl26YP/+/VizZo10fNrY2GDGjBkIDAyEq6trpseeXVQqVaqFI6VKlcKzZ88y9DdMEIQU04KVSiXi4uJSfZ8XL14gIiIC5ubm37y2E2/whYaGprnicVLpWdQkKioKAPD582fpMVYUqgcThRpIkysKAWDgwIHSF0NGE4Vt27YFoDnTj6dNm4YxY8agXLly6Ny5M44dO6a2O9Gi169fIzExMVsXMklKLpdjzpw5iI6OhpubG4Avf0Du378PBweHdN95trGxwdu3bxEeHp7mCt7arkKFCtIfta+nHYtkMhlGjRqFqKgobN68GQCkE4CvpxWPHDkSz549w//+979sa1Lu5OSE0NBQaZX13HLnzh2Eh4fnan9CUcWKFaGjo5MiUZiVisJvsbOzQ9myZbF//34kJCRg+/btsLS0VMsK9pTzihUrlu4q2Tlz5qBixYr47bffcOLECY1YiOHSpUuQy+WoU6cO7O3toaurC19fXzx58gRhYWFS8lA0atQoFC1aFPPnz89w36EzZ84ASNmfMClLS0ssW7YMb9++xbhx45I95+/vDzs7O+jo6AD4b2VIsU+hmCi0sbGBkZERPD09v5ssTExMxMGDB5NdxOzfvx/v37/H4MGDs3TxSzmrW7duAHJ/+rG7uzvq1q2LixcvYtCgQTh8+DBGjx6ttuqXlStXSlP82J8w65RKJVauXInDhw/Dy8srW891U+v5ffz4cQiCkOqUWU3UqlUrlCxZEqtXr8aePXvQpk0bNG3aNEvvaWdnB7lcnulE4aNHjxAcHIzWrVunel2jr6+P9u3bp0g8jR07FlWqVMHixYuzZTGVrPj48SMSEhJSXA+WKlUKERERGVp4JSEhASqVKtl3kp6enpRATOrdu3d49+4djI2Nv9tH1cDAAPr6+ggLC5OqML/3vVe4cOFvLmoiLtr4daJQoVBIf+spd/BsRwOJFYUKhQIVKlRQ72BSYWxsjMmTJ8PU1BQlS5bM0GsdHBxgbW2NI0eOqP2CKD4+HidPnoStrS1atWqFo0ePomPHjqhQoQIWLFiAV69eqWVcp0+fBgDUrVs3x/bRvn171KpVC5s2bcLTp0/x8uVLfPr0KUOJabGCIzg4WPqyZ0Vhcrq6utIxnFaiEPjSW8nKygpr165FfHx8ioVMRKNHj0bbtm2xa9cuzJs3DwCyVFEIQJrWkloFxqpVq9ClSxepf2V2Uld/QuDLCaKdnV2KqccPHjxA0aJFsz3hLZPJ0KVLF7x69Qpubm54/PgxevfuzRMegr6+Pv744w/I5XK0a9cOTZo0wZEjR3K9wlckCAIuXbqEKlWqwNjYGHp6erC3t4evr2+yhUySMjIywpQpU/Dq1at0Lc6iUqlw5swZ9O3bF9OmTYOurq7ULzUtvXr1kr77PD09ERkZiVmzZuHp06fJ/m6lVVEoXowbGRklqyycMmVKinORBQsWoFu3bmjbtq1U2bBp0ybo6emhT58+3/18pD4ODg6wt7fHgQMHMjUVPjMiIyMxd+5clClTBteuXcOqVauydSG6zDA3N5cWSatcubJax5KftGrVKsWNkqwSv5sePXokPSZOmdXkhUySUigU6N+/Pz59+gS5XJ4tFZcGBgYoV65cps8/xd9hRpOturq6WL9+PRISEjBs2LBc/1usUqmkghVx1lfSqccApD65Xy+S9y2pTQtObeXjiIgIPH/+HHp6eihTpky6boyJ048/fvyYYh+p0dHRgZmZGSIjI1PcXIyPj5fGEx0dLf3+4+PjWU2oBkwUaiAxUWhjY/PN8l11GjduHF6/fp1smnR6yGQytGvXDk+ePMn0l/+zZ88wdOhQrFu3LlM9GkSXL19GeHg4evbsiYMHDyIwMBDTpk1DQkIC5syZg3LlysHFxQXHjx/P1T8UR48ehUwmy9ETBJlMJvWUmj9/foYWMhElXa1NTBRyMZOUxJN0cbprapRKJYYOHYoXL17gwIEDUqLw6ySgTCbDli1bYG1tjStXrgDIerWAmCgUK3tE8fHxmDdvHjw9PVGrVi1MnjwZERERWdpXUufOnYNCoZCauue2qlWr4unTp9IdWUEQEBAQkO3VhKIuXboAgJTgZZ8zElWvXh2+vr4YOHAgbt68ic6dO6NGjRrYuXNnrvcuDA4Oxtu3b5P1xapWrRpev34tXXildqE8ePBglC5dGosWLUJYWFia769SqdCxY0e0bNkSu3btQo0aNbB///7vzk6QyWRYs2YNChYsiGHDhsHe3h6urq5wcHDA1KlTpe3EKVpfJwrFv1fAl5udhw8fRv369bF8+fJkycJz585h/vz5MDU1xY0bN9CrVy/cvn0bFy9eRNeuXVk1nwd069YNHz58kG665rS//voL4eHhGD9+PKpUqZIr+0yPrl27wt/fn8ltDScmCsXWJwkJCTh58iRq1qyZIkGkyfr37w8jIyMMHTpUWlwqqxwcHBAcHJzhSnUA8PLygr6+fpptLb6lZs2aGDFiBK5cuYKNGzdm+PVZ0bBhQ3Ts2BGCIEh/x76uKOzduzfMzMywbNmydM+CS0+iMDY2FiEhIZDJZChbtmy6E3PiLEPx3yk9ldTi9eLX7UTEakKlUglBEBATE5PqtGnKHUwUaiBx6rEmTjtOKrPVMFmZfvz69Wu0atUKW7ZswejRo2Fra4vq1atj5syZuHr1aoamDXt5eQH4725TqVKlMGfOHAQFBWHv3r1o0aIFPD090b59e9jZ2cHV1RVv3rzJ8JgzIi4uDqdPn0bdunVzPOnWrFkzNGrUCH/++afUgD89C5mIkk6XYKIwbSNHjsS4ceO+ewExePBgGBgYYOXKlQgJCQGQerWgmZkZdu7cKTUkLlWqVJbGV6hQITRo0ADHjh1DeHi49Pg///yD0NBQ/Pzzz6hWrRqWL1+OKlWqYN++fd+sBg4ICIC3tzd27tyJ9evXp9r/U6VS4eLFi6hRo0aKFWFzi/jvIVYVvnr1CuHh4Tm20nyVKlVgY2ODxMRENGjQQCOrxUl9bGxssG7dOjx8+BBjx47FkydP0K9fP9jb22PDhg251lj90qVLAL70JxSJC5rs3bsX+vr6qR4jenp6mDlzJkJDQ7Fs2bI033/dunU4fvw4OnXqBD8/P/j4+KR7Cn6xYsWwZMkSvH37FnFxcVi9ejWuXbuWLLkvVhQmnXpcuHDhFAulGBsbw9PTU0oWTp06Fe/fv0efPn1gYGCA8+fPo0+fPjh27JjUCH/IkCHpGiepV9euXQFAWiwoJwmCgLVr18LU1BQ9e/bM0X1lho2NDSvXNZytrS2KFCmCFStWYNeuXbh8+TLCwsI0frXjrxUvXhwhISHf/P7PKHt7e6hUKqktTHp9+vQJFy5cQNOmTTPdA/vXX39FqVKlMH36dLx48SJT75FRHz58wPXr13HixAns2LEjzYpCMSEbFBSEQ4cOpeu9xe/CpAVI4v+Pi4tDVFQUHj16hISEBJQpUyZDvzcDAwNpdWvx2uR7jIyMUl3URKziF2eoRUVFITExESqVihWFasBEoQaytrZGmTJl8kxvioxq2LAhTExMcOTIkQy97v3792jdujWCgoKwbNky7NmzB3369MG///4LNzc3NGzYEKVKlcKgQYPg4eEh3ZVIi7e3NywsLFJMo9LR0UHHjh1x+PBhPHz4EFOmTEFMTAxmzZqFsmXLolu3bsmmCKTm3r17mbqbfeHCBUREROTKCYJMJsPcuXORmJiILVu2AECG7gKKFRpJE4WcepxSzZo14erqCoVC8c3tihQpgt69e+PGjRvSdILSpUun+Z47duyAq6trtlQd9+7dG9HR0cmmMezduxcAMGXKFJw/fx5r1qzB58+f0atXL7Rr1w6BgYEp3sfNzQ1VqlRBhw4d0K9fP4waNQouLi4ppoDdu3cPoaGhaulPKPp6QZOc6k8okslkcHFxAcBqQkpb8eLF4ebmhuDgYMyePRvh4eEYOXIkbG1tsWjRInz69ClD75fRKuDUEoViBeHnz59RuXLlNBMPP/30E+zs7LBq1SqpEiKp4OBgTJ8+HWXKlMHmzZtRvnz5DI0NAH7++Wf8888/8Pf3x5AhQ1KMRbygSlpRmLSaMKmkycJly5ahVq1aePXqFdzd3WFnZ4d169bhhx9+wIcPH1ClSpVcX52dMsfGxgaNGzfG4cOHYWtri4ULF+LFixc50n/6zJkzePDgAfr166e2m16Ut+nr68Pb2xvm5ubo27cvRo4cCSD1lXo1XcGCBbO1h2tmFzQ5deoUEhISsvQ7NDIywqpVqxAREYHRo0fnSrsssb0H8OXcWzwvTa1n/f/+9z/o6+tjyZIl6RpbahWF4v8PDQ3Fw4cPER8fj9KlS2d4tiDwX1Vheq9JxEVNEhISks1CiIyMhEKhkNo3fP78mSseqxEThRrI2NgYDx8+zLfTBZRKJX744Qdcu3Yt3RV64eHhaNu2Lfz9/bFo0SKMGDECnTp1wu+//45nz57h3LlzmDRpEooWLYrt27eje/fusLS0RLt27bB27doUU5SfPn0Kf39/tGrV6pt/1KytrTF37lwEBwdjz549cHZ2xqFDh9C5c+c0S+GPHTsGJycntGnTJsV0zu8Rp3bl1glC/fr1pWqOEiVKpKi6+BZTU1OYm5snSxRyWlbWiCeIjx8/RrFixaCvr5/mtj/++CPGjh2bLft1cXGBnp4eduzYAeDLCcWhQ4fg6OgIW1tbKBQKDB48GH5+fujbty9OnjyJatWqSYviCIKA3377DTNnzkTlypWxfv167NmzB7/88gtu3ryZol+NuOq5OvoTipJWFL59+xYTJ04E8CUJm1MmTJiANWvWoHfv3jm2D8ofChUqhOnTpyMoKAhLly6Frq4uZsyYkaG/Dbdu3ULhwoUxffr0dF1ICIIAHx8flClTBsWLF5cer1y5snSj41v9uRQKBebOnYuoqKgUK0aqVCoMHToUnz9/xoYNGzKdVJHJZHByckrzb5WhoSEMDQ2lhbbevn2bZqIQ+C9ZWK9ePbx8+RK9e/fGzz//DOBLr6pdu3Zh6NChWLlyZboX+iL1279/P9zc3KCrq4vZs2ejbNmyKFCgACwtLWFvb4/GjRujc+fOGDJkCKZOnYqlS5di69at8PT0xOXLlxEcHJyuY2bt2rWQyWT45ZdfcuFTUX5VpUoVnD9/HpUrV4a/vz8sLCykSm5tlt5EYXR0NHx9fbFjxw5MmzYNv/76K4CsX0u1bt0aXbt2haenpzTzKifdunULADBgwAC8e/cO7u7uAFJWFAJfquf79u2LGzduSD2/vyUuLg4ymSxZVZ5cLodSqURsbKzUUz2zM8MymigEvpznJF3URKVS4fPnzzAyMoKuri50dHTw+fNnrnisRkwUklqI04/FxJgoODgY//zzT4rtt2zZAl9fX2mV4qQUCgXq1q2LefPmwdfXF48ePcKKFSvQuHFj+Pj4YMyYMbC1tUXXrl2lO8oZTcjp6uqiU6dOOHLkCBYsWIBHjx5h1qxZKbbbtWsXunTpggIFCqBAgQLo37+/1Nw1PY4ePYoSJUrkap+bOXPmAMhcw2sbGxtWFGYjOzs7KSazukhJRpiamqJDhw44d+4cHj9+jFOnTuHTp09SBZzI3NwcmzZtgo+PD8qXL48FCxbA0dERQ4YMwW+//YZq1arh5MmTGDBgADp16oSlS5eiatWqcHV1xbVr1wB8ORE4deoU5HJ5sj5oua1IkSIoUaIELl68iObNm8PPzw8LFizI0aohExMTDB48mFPBKN0MDQ0xcuRIBAQE4Mcff8SNGzdSnc6fmrNnzwIAFi9ejFmzZn038XHnzh08fvwY7dq1S/a4gYGBNN34e438O3bsiFq1amHjxo3JbtBt2LABZ8+exdChQzPVMyojLCws8O+//6banzA1xsbGOHLkCP744w+sXr062XNGRkZwd3dX63cVZZyJiQnGjh2LgIAA/PnnnxgyZAg6deqEypUrQ6lU4vHjx/D29sbWrVuxdOlSTJ06FUOGDEGXLl3QuHFjVKxYUbpIT8vTp0/h6emJVq1afTfGiL6nRIkS8PHxwcCBAzFnzhyuro4v391KpRL+/v7SYyEhIdi9ezdmzpyJLl26oFKlSihYsCDq1KmDAQMGYMmSJQgODka3bt3SnJWTEcuWLYOZmRnGjBnzzf672cHX1xcymQyLFy+Gk5OTNF04rV6Vo0ePhlwux9KlS7/73mKPv69veJmZmcHU1BR2dnYwNDTM9Nj19fVha2ubavVjWnR1dVGwYEFEREQgJiYGUVFREAQBW7duRf369dG4cWM0adIEvXv3xtOnT1lRqAb8FiK1aNWqFRQKBTw9PaXHBEGQpjV+PW345s2bAL4sovI91tbWGD58OI4ePYo3b95g9+7d+OGHH3Do0CHMnTsXwJdpxzo6OmjWrFmGxz5mzBjUq1cP7u7uUmVUXFwcFi9ejH79+sHCwgL//PMPli1bhpcvX2L48OHpujMdGBiIoKAgtG7dOlcrF6pXr469e/emqABJDxsbG7x//x5BQUFQKpWcepMNRo0aBSDri5RklFjltnPnTuzbtw8AUiQKRQ0aNMDVq1exePFivHv3Dtu2bUOtWrVw/PjxZKs9KpVK/PHHH1AoFOjXrx/++usv1KhRA15eXnBycvruAgY5rUqVKggODkZAQACWLFmCCRMmqHU8RGlRKpVSAi+1FcpTI05jqlatGtzc3KS/f2kRex39+OOPKZ4TE4TfWr0d+FLx99tvv0mLIUVHR2Py5MkYO3YsSpcunS2rYX6PmCgUW4SkJ4ljbGyMn376KdP9rEgz6erqonv37li9ejV2796NkydPwtfXF8+ePUNUVBTevXuHBw8e4MKFCzh48CB+//13uLm5oWjRoli1alWKxYTCw8Nx8eJF7Nu3D5MnT4ZKpcKwYcPU9OkovzExMcG6deswcOBAdQ9FI+jo6MDOzk6qKPz7779hb2+PPn36wM3NDV5eXtDR0UGnTp0wY8YM7Nq1C3fu3EFYWJg0QyarLCws4ObmhtevX2P69OnZ8p5p8fX1Rfny5WFsbAx3d3fo6OigUKFCaVbp2djYoFOnTvD29pb6baclrcVASpQoARsbm2yp1jMxMclwMk+sYHz//r3Un/DGjRsYNmwYPDw8sHLlSkRHR2PMmDFSZSHlHpY1kFqICyicPn0a0dHRMDAwwNWrV6ULmzt37iS7g3/nzh2UK1cuw4kFY2NjdO7cGW3btkXjxo2xcOFCVKtWDT4+PnBycpIWjskIhUKB33//HTVr1sSgQYMwffp0LFiwACEhIbC1tYWXlxdKly4NOzs7eHt748CBA9i6dSv69+//zffN7WnHSXXs2DFTrxMvwG7evAlzc3NOzcoGzs7OcHd3z/X+fS1atICFhQX+/PNPvH//HjVq1EDZsmXT3F5XVxejR4+Gi4sLDh06hN69e6d6fDo4OGDevHmYNGkS+vfvD0NDQ4wbNw7jx4/PyY+TLvXq1YOXlxdWrlzJiz3SeOLfxIsXL6J79+7f3f727dsoW7Ysjh8/jtatW2P+/PlQKBSYMWNGqtsfPHgQ5ubmyfoTisaPH49y5cp9t6IQ+PId5uzsjJ07d8LHxwcvX75E7dq1sXnz5ly5mVS0aFFcvXpVShSKC28RJSWTyWBqagpTU1OUK1cu2XMRERGYN28ejh49Kp0fhYWFoXr16skWNqhQoQJatmyZq+Mm0ib29vbYtWsX/vjjDwwfPhxFixbFwoULUblyZZQvXz5b+nR/T9++ffHXX39h06ZN6NWrV45UmIeGhiIkJERaFMnBwQHr16/H58+fv/m6CRMmYP/+/Vi2bBm2bt2a6jYJCQlITEzMld9VRhkbG0NPTw8fPnxAgQIFIJPJcPToUSgUCoSFhSE4OBhTp05F69atcf/+/RyfkUDJMVFIatOuXTucO3cO//zzD9q2bYt169ZJz926dUv6Iv78+TMePXqU6WQW8KVnwq5du1C7dm306tULCQkJ6V5pMTVig+wxY8Zg0KBBMDU1xbx58zBixAipIkEmk2HdunW4fv06fvnlF8yZMweVKlVCxYoVk/2v2NfBy8sLenp6aNq0aabHldvEk+vY2Fj2J8wmMpkMQ4cOzfX96ujooGfPnlixYgWAtKsJv1a8eHEMHz78m9uMGjUKr169gqGhIUaMGKExsTJu3Dh07949V6d5E2VW2bJlYWVlhYsXL353W3EFw44dO6JgwYLw8vJCq1atMHfuXCgUCkydOjXZ9oGBgbh//z4GDBiQ6sJLlSpVytBiV/PmzUP9+vXx4cMHuLq6YvTo0d9d0Cm7WFhYQKVSSe0OOC2UMmrQoEFwdXXFunXrpHPPBQsW4MWLF/jf//6HunXrwsrKCpUrV+YUUaIc5ODgAAD45ZdfYGVlhRMnTqBChQq5OgaZTIa1a9eievXqmDZtmtTWIzvdvn0bAJL1pkzPWgU1atRA06ZNsWfPHvz666+pTrcWk42GhoZ48OABYmJismfQ6aSvry+1L/mauKjJy5cvER4eDkNDQ+lcQbyeFhdly2z/RMo8JgpJbdq2bYtJkybhyJEjqFmzJvbt2wdHR0fcvn1bmmoMAH5+flCpVN+d8vQ94kqLYgIkq5V7Q4cORUhICPT19TFu3LhkUy5FhQoVwqFDh7B8+XL4+/vj8uXLKVZDtrS0RMWKFXHhwgU0a9YsSz0iclvSSg32J8z7fvrpJylR2KVLl2x7X7lcjkWLFmXb+2UXXV1dJgkpz5DJZGjQoAH279+PsLCwb65MeO/ePahUKqkC0MzMDMeOHcMPP/yA2bNnQ6FQYNKkSdL235p2nBk1a9bEyZMnERcXB2dn51xLEgJfKgoB4PLlyyhatKjaWxxQ3lOsWDF06tQJe/fuxYMHD6BQKLB69WrUqFEDS5cuZXKQKJeIC5pYWFjg+PHjuZ4kFNna2qJNmzY4ePAgPnz4kO03vMWFTNJTtf+18ePHw8fHB6tWrcKSJUtSPC8mCo2MjPDu3busDTQHFC5cGK9evYIgCMmugXV1dSGXy7FixQo4OjpKSWPKPUwUktrY2tqiQoUK0gIe8fHxmDx5MqZNmyZ9YQJfph0DQNWqVbO8zw4dOmDevHnw8/ODnZ1dlt5LLpen+oX8tcqVK2PLli0Avizk8OzZM/j7++PBgwfS/167dg3x8fHo2rVrlsaU25JWavBOT95XtWpVNGzYEPr6+kygEWkgJycn7Nu3D5cuXUKbNm3S3E6sTkh6g61QoULw9vZGy5YtMWPGDCgUCqkFwMGDB2FsbJytFe1OTk54+PBhtr1fellaWgL4UoWQmUW6iABg+PDh2Lt3L9avX4+nT58iISEBy5YtY5KQKBc1a9YMkydPRu/evdWWJBS1bNkSHh4eOH36NLp165at7y223spMUUyLFi1QpUoVbN68GdOmTUtRuBIVFQVdXV3o6emlWdmnTrq6ujA1NUVYWFiy9iQymQzLli1DSEhItvWcpIxhopDUql27dli6dCkWL16M4sWLo0OHDti7dy88PDwQGRkJIyMj6YInOxKFAJJVUeQ2uVwOa2trWFtbJ7vIU6lUCAsLk6Yh5xXGxsZS43gmCvOHEydOsNckkYYS+wdeuHAhXYnCr6sTChcuLCULp06dCoVCga5du+LatWvo3r27RvYwyiixohDgtGPKvPr166Nq1ar4/fffER8fj+7du6NevXrqHhaRVtHT08Nvv/2m7mEA+JKQA76cJ2d3ovDWrVuwtbXNVAW8TCbD+PHj0bdvX6xfvx7Tpk2TnlOpVIiJiYGZmZlGn9sXK1YMOjo6yT7/6NGjce7cOaxZswalSpVS4+i0F2+LkVq1b98ewJey6EGDBkFXVxc1atSAIAjShc6dO3dgbm6OYsWKqXGkOUsul6NQoUIa/SWeFvFCjInC/EGhULBigkhDVa5cGSYmJrh06dI3t/P19YWVlRUsLCxSPGdubo7jx4+jYsWKmDRpktQHKSt9gDVJ0s/MRCFllkwmw/DhwxEfHw8DA4NcWbGbiDRXqVKlYGdnh1OnTkEQhO9u//TpU/Tr1w8eHh5QqVRpbvfp0ycEBQVlatqxqGvXrihdujTWrFmD6Oho6fHY2FgAyJWFxLLCwMAApUuXhkKhgCAIGD16NA4dOgQPDw8UK1YsW1Zlpozj1SCpVZ06dVCkSBHo6upi4MCBAP5r5Hrr1i0kJibi3r17qFq1ap5MomkDJgqJiHKHQqFA/fr1cePGjTQbksfHx+P+/fvfnMJUtGhRnDhxAnZ2djh//jz09PSytMCXJmFFIWWX7t27o27duliwYAFKliyp7uEQkZq1bNkSr169gp+f33e3/f3337Fz5050794dVatWxfbt2xEXF5diO7HFVtKFTDJKR0cHY8aMwbt377B9+3bpcfE8QdMThUmNGjUKO3fuxPbt22FhYYHExETExcUlS4BS7mCikNRKoVBg7dq12LBhg9RXSLyjcuvWLTx69AjR0dHZNu2Ysh8ThUREuad+/fqIi4vD9evXAQBHjx7FiBEjpIbl/v7+iIuL+26vIwsLC5w4cQJ16tTBoEGD8tSFxLewopCyS4ECBXDu3Dn873//U/dQiEgDtGzZEsCX6ceiiIiIVPvxnjt3DiYmJpg4cSJev36NQYMGoWLFili1ahWioqKk7cS+/FlJFAJAv379ULhwYSxfvhyJiYkAvlQUKhQKGBgYZOm9c9OGDRvw6dMnNG/eHGXKlIGTkxMqVKiAvXv3qntoWoeJQlK7H3/8Eb1795Z+LlSoEMqWLYubN29m60ImlDM6duyIRo0aoUGDBuoeChFRvufk5ATgS5/C9evXo3Pnzti4cSNWrVoFIPWFTNJiaWmJ8+fPY/ny5Tk13FxnZGQkrZzIRCEREWUXccG/kydPAgDi4uLQqlUr1KpVCx8/fpS2i4qKwo0bN+Dk5IT58+cjODgYv/32G2JjYzF+/HjY2tpi/vz5CA0NzdJCJkkZGhpi2LBhCAkJwYEDBxAdHY24uDgUKFAgT83Ki4uLS/U/sU0K5R4mCkkjVatWDY8ePcLFixcBMFGoycR+HWJFKBER5ZyaNWtCqVRi+fLlGDVqFMqVKwdra2ssXrwYHz58yFCiML+ytLSElZVVvqmSJCIi9TMwMECjRo1w4cIFREVFYdasWbh+/TpiYmLg5eUlbXflyhXEx8ejUaNGAABTU1NMnjwZgYGBcHd3h5GREX799VeUK1cOXl5eKFeuHAoWLJjl8Q0bNgwGBgZYunQp7ty5A0EQUKBAgSy/L2knJgpJI1WvXh2CIGDPnj0wMDBA+fLl1T0kIiIitdPX10etWrUQFhaGWrVq4ezZs5g7dy7Cw8Ph5uaG27dvo2DBgrC2tlb3UNVm/vz5WLp0qbqHQURE+UyLFi0QFxeHmTNnYtmyZVIffU9PT2mbs2fPAgAaN26c7LUGBgYYOnQo/P39sXXrVpQuXRqfPn1CnTp1smVs5ubm6NevH27duoUNGzYAgFRhT5RRTBSSRqpRowYAICwsDJUrV4ZCoVDziIiIiDTD7NmzMWHCBJw4cQLm5ubo1q0bHB0dsXbtWty6dQuOjo55aqpRduvcuTNcXFzUPQwiIspnWrRoAQBYvXo1TExM8Pfff6NevXo4ceKEtHiI2J8wrRlxOjo66NWrF27evImzZ89iyZIl2Ta+MWPGQC6X48aNG5DJZNDX18+29ybtwkQhaaSkS8Rz2jEREdF/mjRpggULFkiVAnK5HAsWLJBWBkz6N5SIiIiyR8WKFaVV0NetW4cyZcqgQ4cOiIqKgo+PD6KionD9+nU0aNAAOjo633wvuVyOevXqZeuCkGXKlJFulOnr62v1TUPKGiYKSSOZmZmhXLlyALS7zxIREVF6NG/eHM2bNwfAG2xEREQ5QSaTYfny5Vi5ciW6du0KAGjfvj0A4PDhwyn6E6rDhAkToKury2pCypJvp7mJ1KhatWoIDg7mBQ8REVE6rFixAm5ubmjbtq26h0JERJQvdejQIdnPtra2sLOzw9GjR6XqwK/7E+YmR0dHnDx5ElFRUWobA+V9rCgkjTVs2DD069ePU6iIiIjSoXz58ti8eTNMTU3VPRQiIiKt0b59e7x58wa///47jI2N1T4jrnDhwpx2TFnCRCFprIYNG2Ljxo3Q1dVV91CIiIiIiIiIUujYsSMA4MOHD+nqT0ik6ZgoJCIiIiIiIiLKhJo1a8LKygoA1NqfkCi7MFFIRERERERERJQJcrkc7dq1AwA0adJEvYMhygZMFBIRERERERERZdKvv/6K3bt3o2bNmuoeSp61YcMGVK9eHYULF0bhwoXRsGFDeHt7q3tYWomJQiIiIiIiIiKiTCpSpAg6d+6s7mHkacWLF8f8+fNx5coVXL58GU2aNEGXLl1w//59dQ9N67DLJhERERERERERqY04fVv022+/YePGjbh27Rrs7e3VNCrtlCOJwmfPnmHx4sU4d+4c3r59C0tLS3Tr1g3jx4+HUqnMiV0SEREREREREdFXFJ06QRYSkqv7FMqWRaKHR6Zem5iYiH379iEqKgp16tTJ5pHR9+RIovDRo0dQqVRYvnw5ypYtC39/f4wZMwafP3/Gb7/9lhO7JCIiIiIiIiKiPOrevXto1KgRYmJiYGRkhL1796JSpUrqHpbWkQmCIOTGjtzd3bFlyxbcvn07zW1iY2MRGxsr/SwOTalUQiaT5fQQc0xiYiKCgoJgY2MDhUIhPf7w4cNkn5covxEEAXFxcXn+GCbKLB4DpK0Y+6SNGPeUnzG+8xalUonixYvnuRmdcXFxePHiBcLDw3Ho0CFs374dR48ehZ2dXa7sXyaTQV9fP9ljgiAgNjYWenp6Gh/7MTExeP78OUqUKAE9Pb1kz4nHsImJyXc/R671KAwPD4eZmdk3t1m+fDnc3Nykn42MjODn54fAwEDkUj4zRwUFBSX7OTIyEiqVSk2jIco9cXFx6h4CkVrxGCBtxdgnbcS4p/yM8a35ZDIZdHV1oVKp8ly+QUdHB9bW1gCAKlWq4NatW1i3bh2WL1+eK/uXyWSIiYlJ9bm8UOQVFxeHhIQEPH78OEUyUCaToXTp0ul6n1xJFIaEhGDjxo3fnXY8duxYDB8+XPpZTA7a2tpqfOb2W9KqKCTK7xj7pO14DJC2YuyTNmLcU37G+M47YmNj8eLFCxgYGKSojstrZDIZVCoVDA0N1TaGvFRRCHxJtn6rojBd75GRHc6ZMwcrV6785jZXr15F+fLlpZ9fvXoFFxcX/Pjjj+jbt+83X6unp5fswwiCgPDwcCgUijzxD/I9CoWCX6qklRj7pO14DJC2YuyTNmLcU37G+NZ8crkcMplM+i+vmD59Olq1aoWSJUsiIiICu3fvxtmzZ3H06FGN+Bx54fcpjlEul6c4TjMySzdDicIRI0agV69e39xGLBMFgNevX6NDhw6oXbs2VqxYkZFdERERERERERGRFnj37h0GDBiA169fw9TUFJUrV8bRo0fRvHlzdQ9N62QoUVikSBEUKVIkXdu+evUKHTp0QNWqVbFmzRrI5fJMDZCIiIiIiIiIiPKvjRs3qnsI9P9ypEfhq1ev0L59e5QsWRK//fYb3r9/Lz1nYWGRE7skIiIiIiIiIiKiLMiRROGZM2cQEhKCkJAQ2NvbJ3suNDQ0J3ZJREREREREREREWZAjicJevXp9t5chERERERERERERaQ42DiQiIiIiIiIiIiImComIiIiIiIiIiIiJQiIiIiIiIiIiIgIThURERERERERERAQmComIiIiIiIiIiAhMFBIRERERERERERGYKCQiIiIiIiIiIiIwUUhERERERERERBpk0aJFUCqVGD9+vLqHonWYKCQiIiIiIiIiIo1w48YN/P7776hcubK6h6KVmCgkIiIiIiIiIiK1i4yMRJ8+fbBu3TqYmZmpezhaSUfdAyAiIiIiIiIiopyxt1MnhIaE5Oo+zcqWRVcPjwy/btSoUWjTpg2aNWuGhQsX5sDI6HuYKCQiIiIiIiIiIrXas2cPfH19cfnyZXUPRasxUUhERERERERElE9lprIvtz1//hzjx4+Hl5cX9PX11T0crcZEIRERERERERERqc2tW7fw9u1b1KlTR3osMTER58+fx9q1axEZGQmFQqHGEWoPJgqJiIiIiIiIiEhtnJ2dcevWrWSPDR48GBUqVMCECROYJMxFTBQSEREREREREZHaGBsbw8HBIdljhoaGKFy4cIrHKWfJ1T0AIiIiIiIiIiIiUj9WFKpRp72dEBKau0uUE+UqAYiNi4XeeT1Apu7BEKkBjwHSVox90kaMe8rPGN95hpW+FaY6TEVsaCxkOnn7H2vlrpUAgPvv7ufK/vQUerApZJMr+9JkrCgkIiIiIiIiIiIiVhSqk0dXzV+inCgrEhMT8fDhQ1SoUIHNZ0kr8RggbcXYJ23EuKf8jPGdd8TExOD58+coaVYS+vr66h4O5UGsKCQiIiIiIiIiIiImComIiIiIiIiIiIiJQiIiIiIiIiIiIgIThURERERERERERAQmComIiIiIiIiIiAhMFBIRERERERERERGYKCQiIiIiIiIiIiIwUUhERERERERERERgopCIiIiIiIiIiNTkxx9/RLt27VJ97sKFC1Aqlbh79y6io6Px66+/olKlSjAyMoKVlRV69OiB+/fvJ3vN3LlzUbNmzQyPY/v27VAqlcn+09PTg6mpKfT09DBo0CBp282bN6NGjRowMzODubk5atWqBTc3t3Ttx8PDA3Xr1oW5uTkKFiyImjVrYseOHcm2EQQBc+bMQalSpWBiYoJWrVohMDAww58pM5goJCIiIiIiIiIitejfvz9OnTqFFy9epHhu27ZtqFGjBipUqIBWrVph27Zt+PXXX3H//n0cPnwYCQkJcHJywtWrV7M8jq5du+LZs2fJ/nv69CkmTZoEpVKJgQMHAgC2bt2K8ePHY8SIEbh+/TrOnDmD8ePHIzIyMl37KVSoEKZMmYJz587h5s2b6Nu3LwYPHowTJ05I2yxZsgRr1qzB6tWrceHCBRQoUADt2rVDTExMlj/n9+jk+B6IiIiIiIiIiIhS0bZtW5ibm2P79u2YNm2a9HhkZCT2798PV1dXuLu748qVK7h27RqqVq0KAChdujT+/vtvNGjQAEOGDMHt27chk8kyPQ4DAwMYGBgke+zs2bNYtmwZVq1ahXr16gEAPD094eLigv79+0vb2dvbp3s/jRs3TvbzyJEj8eeff+LixYto2bIlBEHAqlWrMHXqVHTo0AEA8Mcff6BEiRI4dOgQunfvntmPmC5MFBIRERERERER5VOdOnVCSEhIru6zbNmy8PDwSNe2Ojo6+Omnn/Dnn39i6tSpUrJv//79SExMRPfu3eHs7IzmzZtLSUKRXC7HqFGj0LdvX9y5cweOjo7Z9hmePn2KXr16oX///hgwYID0uKWlJc6dO4enT5+idOnSWdqHIAjw8fHBo0ePsGDBAgDA48eP8ebNGzg7O0vbmZqaonbt2rh69WqOJwo59ZiIiIiIiIiIiNSmX79+CA4Oxrlz56THtm3bhk6dOsHU1BSBgYGws7NL9bXi49nZw+/z589wcXFBpUqV4Orqmuy5GTNmoGDBgrC1tYW9vT0GDhyIvXv3QqVSpfv9P336BDMzMxgaGqJjx45YsWIFmjdvDgD4999/AQAWFhbJXlO0aFG8efMmi5/s+1hRSERERERERESUT6W3sk+d7OzsUK9ePWzduhWNGzdGUFAQLly4gJMnT0rbCIKQa+MZMmQIPn36BC8vL+joJE+dWVlZ4fz58/Dz88OFCxdw+fJlDBw4EH/88QeOHDkCufz7NXnGxsa4fv06IiMj4ePjg4kTJ6JMmTIppiWrAysKiYiIiIiIiIhIrfr37w8PDw9ERERg27ZtKFeuHBo1agQAsLW1RUBAQKqvEx+3tbXNlnEsXrwYR48exd69e1GkSJE0t3NwcMDQoUOxbds2HDt2DKdOnUpWEfktcrkcNjY2cHR0xNixY9G5c2csWrQIwH+VhGJloejt27ewtLTM5KdKPyYKiYiIiIiIiIhIrVxcXCCXy7F792789ddf6Nu3r9SvsFu3bjh9+jTu3LmT7DUqlQru7u6oWLFiiv6FmeHt7Y1Zs2Zh06ZNGXq/ihUrAgCioqIytV+VSoXY2FgAQJkyZWBpaQkfHx/p+fDwcFy7dg116tTJ1PtnBKceExERERERERGRWhkZGaFr166YMWMGwsPD0adPH+m50aNHw9PTE507d4abmxtq166Nt2/fwtXVFQEBAfD29k624nF0dDRu376d7P2NjY1Rrly5NPcfGBiIPn36YMCAAXBycsKbN28gCAJiY2Ohp6cHPT09FCpUCCNGjICVlRWaNm2K4sWL482bN1i4cCHMzc1Rt27d735ONzc31KhRA2XLlkVsbCy8vb3x119/YfXq1QAAmUyGkSNHYuHChbCxsYG1tTXmzJmDYsWKoWPHjhn8rWYcE4VERERERERERKR2/fv3xx9//IHWrVujWLFi0uP6+vo4ceIEXF1dMWvWLDx9+hTGxsZo3Lgxzp8/DwcHh2TvExgYiNq1ayd7zNnZGd7e3mnue/fu3QgLC8OmTZuwadOmFM83atQIp06dgrOzM7Zt24aNGzfiw4cPKFKkCOrUqQNvb28ULlz4u58xKioKo0aNwosXL2BgYIAKFSpg69at6Natm7TNhAkTEBUVheHDhyMsLAwNGjSAp6cn9PX1v/v+WSUTcrMbZAYJgoDw8HAYGBgkywznNYmJiXj48CEqVKgAhUKh7uEQ5RrGPmk7HgOkrRj7pI0Y95SfMb7zjpiYGDx//hwlS5bMlaRSficIAmJiYqCvr6/xealv/dsLgoDo6GiYmJh893PkeI/C2NhYNGzYEGZmZrh3715O746IiIiIiIiIiIgyIcenHs+ePRuWlpbw8/PL6V0RERERERERERGlcOHCBbRv3z7N50NDQ7NlP2ZmZmk+5+npCScnp2zZT07J0UThyZMn4ePjg23btuHUqVM5uSsiIiIiIiIiIqJU1ahRA9evX8/x/XxrH8WLF8/x/WdVjiUK3759izFjxmDHjh0oUKBAul4TGxsrLQcNfJlDDXzph6Dpc8G/JTExMdn/ilw2uCDkfYg6hkSUKwQIiIuLg1KphAx59xgmyiweA6StGPukjRj3lJ8xvvMOKyMrTG04FbF6sZDp8N8qhW+kp4LeBqGcefJVkcW8VEaW9/jWysoZfa+MEAQBgiBApVKlyD9lZJ85kigUBAHDhw9H//79Ua1aNTx79ixdr1u+fDnc3Nykn42MjODn54fAwMAc+0XmpqCgoGQ/R0ZGIjYuNo2tifKPuLg4dQ+BSK14DJC2YuyTNmLcU37G+NZ8sXGxUsIIeT+NkqtUKhViYmJSfS5pUZumio2NRUJCAh4/fpyi2E4mk6F06dLpep8MrXo8Z84crFy58pvbXL16FT4+PvDw8MDRo0ehUCjw7NkzVK1aFefOnUPlypXTfG1aFYVKpTLPVxQGBQXBxsaGK0SRVmHsk7bjMUDairFP2ohxT/kZ4zvvSEhIwNOnT2FpaQljY2N1DyfPEwQBsbGx0NPT0/i8VGhoKN6/fw9ra+sUx6kgfKkKTs+qxxmqKBwxYgR69er1zW2sra1x7tw5XL9+HRYWFsmea9q0Kbp27Yp169al+lo9PT3o6elJPwuCgPDwcCgUCo3/B0kPhULBL1XSSox90nY8BkhbMfZJGzHuKT9jfGs+uVyOAgUK4MOHD9DV1c0XuRR1EhNsADT2dykIAmJiYvDhwweYmppCqVSmuk16ZShRWKRIERQpUuS727m6umL69OnSz2/evEGXLl2wZcsW1KhRIyO7JCIiIiIiIiKidJDJZLCwsMCzZ8/w4sULdQ8nzxMEAQkJCdDR0dHYRKHIxMQERYsWzfL75EiPwpIlSyb72cjICABQpkyZPLHCCxERERERERFRXqSrq4syZcogPj4+X6z3oE4qlQqPHz9GiRIlIJfL1T2cVMlkMujo6GRbtW+OrXpMRERERERERES5Ty6XJ2vtRpmTmJgImUwGPT09rZl2nyuJwlKlSiE0NDQ3dkVERERERERERESZoJl1k0RERERERERERJSrmCgkIiIiIiIiIiIize5RKDbdzOvNNwVBgEwmgyAIef6zEGUEY5+0HY8B0laMfdJGjHvKzxjfpK3yS+wnza99b/VmmaDBn1SlUiEiIkLdwyAiIiIiIiIiIsrTjI2Nv7t6s8YnCkXfy3hqsvDwcDg4OMDPzw8mJibqHg5RrmHsk7bjMUDairFP2ohxT/kZ45u0VX6J/aSpv+8lCjV66vH3Bp9XyGQyREZGQiaT5emEJ1FGMfZJ2/EYIG3F2CdtxLin/IzxTdoqv8R+RsaePzJxRERERERERERElCVMFBIREREREREREREThblBT08PkydPhp6enrqHQpSrGPuk7XgMkLZi7JM2YtxTfsb4Jm2ljbGv0YuZEBERERERERERUe5gRSERERERERERERExUUhERERERERERERMFBIRERERERERERGYKCQiIiIiIiIiIiIwUUhEWfD+/XtwPSTSZox/IiIiIiLKT5gozKInT55g4sSJ8PX1VfdQiHLNs2fP0LVrV4wbNw4ymQwqlUrdQyLKdR8+fMD79++RkJAAgElD0g6xsbHqHgKRWojnOomJiWoeCVH2Cw0Nxdu3bxEXFwcAPLcnrfH48WO4uroiJCRE3UPRKEwUZpIgCBg3bhyqV6+O6OhoVKhQQd1DIspxgiBgzJgxqFGjBvz9/XH58mXExsZCLudXCWmXSZMmoWHDhujduzc6dOgAf39/yGQydQ+LKEdNmzYNHTp0wNu3b9U9FKJcNX36dAwZMgQAoFAo1DwaouwjCAImT56Mli1bolevXujatSs+ffoEuVzOG6CUr4n5nBo1auDNmzcoVqyYuoekUXh1nwleXl4oV64cbt68iX/++QerV69GgQIFALCihPKv1atXo3Tp0vDz88M///yDpUuXokiRInjw4IG6h0aUa2JjYzFo0CDcu3cPf/zxByZPngwTExP07NkTp0+fVvfwiHLE48eP8dNPP+H06dO4fv06du7cqe4hEeWKu3fvolOnTvj777/h4eEhfc+zqpDyg+PHj6Nu3brw9fXFokWL0LdvX7x9+xaTJk0CAN4ApXxr3759KFeuHG7duoXTp09jxYoV0NfXB8B8jkhH3QPIi06cOAFjY2OsXLkSjo6OuHfvHoKCgmBjYwNra2sYGxure4hE2SoqKgpnzpzBwoUL8dNPPwH4cvIQFBQkfZmqVCpWFlK+FxwcDD8/P7i6uqJOnToAAGdnZxQvXhxr165FyZIlUb58eTWPkih7vXr1CpaWlhg5ciRu3LiBRYsWoUOHDihbtqy6h0aUo27dugUrKysMGzYM+/fvx8yZM9GsWTMoFAoIgsBECuVpFy5cQMuWLTFz5kwolUoAX5Lj8fHxah4ZUc7avXs3jI2NsXv3blhaWsLf3x9v3rxB2bJlUbRoURQoUEDrv+NlAlOm3/V1AiQ4OBijRo2CtbU1wsPDcffuXZiamuLFixeoUqUKtm3bBlNTUzWOmCjrvo77pF+WKpUKnz59QqtWrdCzZ0+MGTNGTaMkyllfHweXLl1C+/bt8fLlS+nO49u3b9G+fXsIgoCuXbti4sSJ6houUbYS4z88PBwfPnxAmTJlIAgC6tatixo1amDt2rXqHiJRjnr79i3evXsHe3t7XLhwAYMHD8bIkSMxfPhwJCYmchoy5Wnv37/H58+fUapUKQBf4r1nz55o3bo1GjVqhNq1a6t5hEQ5w8/PDz///DNcXFzw6NEj3L59G4aGhggNDYWTkxM2bdqk7iGqHct/vmPRokUYOXIkFi9ejI8fP0KlUqFcuXJo1qwZ/vnnHygUCvz555/YunUr9uzZg/v372POnDls9k152tdxD3ypIBSn2oiJEwMDA0RFRaltnEQ5KbXjwMbGBiVKlMCUKVOk2F+yZAkcHBxQsmRJXL9+HZ8+fVLnsImyZN++fQgICADw33e9iYkJypQpA+DL34I5c+bg77//xsWLF9U2TqLstmzZMkybNg1//PGHtKBD0aJFYW9vDwCoXLkyevTogZUrVyIiIgIKhYILPlCekVp8FylSREoS/vnnn7C3t4dCocDZs2fRs2dPzJo1C9HR0eocNlGWpRb7Dg4OaNGiBdzd3aGrq4utW7diw4YNmD9/Pry8vLBkyRIA2j0NmRWFaXjx4gV69+6N+Ph41K9fH56enihWrBhGjBiBzp07IzIyElu2bEHbtm1Rrlw56XUHDx7E8OHDcfv2bRQtWlSNn4Ao49KK+9GjR6Njx45SVaFYZdKrVy8kJCTg77//1vrybMo/UjsOrKysMGHCBLRt2xaenp4YOHAgbG1t8ezZMxQtWhSnTp3CvXv30K1bNzx69AgmJibq/hhEGXLx4kVMnDgRAQEBGDt2LCZMmAADA4M0t+/atSsiIyPh4eEhVdcS5UWBgYHo06cP5HI5KlSoAB8fHzg4OGD27NmoWbNmsvObe/fu4ZdffkHt2rWxYsUKtl0hjfe9+Bbt2bMHVlZWaNiwIWQyGY4dO4Y+ffrgwoULXLST8qS0Yn/69OmoW7cuwsPDsXLlSvTp0welS5eWXrdq1SosXboUQUFB0NHR3k59/MuWhvPnz0OlUsHLywuLFy/GzZs3YWlpiU2bNuHu3bswMjJC//79kyUJAUjJwaCgIHUMmyhL0or79evX4969e1JVoXhSXK1aNbx58wYfPnxgkpDyjdSOAysrK6xatQr37t1D+/btcerUKYwbNw7btm3DzZs3YWZmhujoaFhZWSE0NFTdH4EoQ16+fIndu3ejSZMmGDt2LLZs2QI/P79vvmbu3Lm4efMmDh48iPj4eHh7e+PKlSu5NGKi7CP2Hj979iy2bNmCK1euICwsDGvXrsXjx48hk8mQkJAAAChfvjz69++PAwcOICAgAHK5HBcvXkRYWJh6PwRRGr4X36Ju3bqhUaNG0vm8vb095HI5AgMD1TV0oixJK/Y3btyIoKAgmJiYYPTo0cmShABgZWUFpVKJhw8fqmnkmoGJwjQ8e/YMurq6MDQ0BAAYGhrif//7H/T09ODu7g4AqS5acubMGdSuXZs9HShP+lbcr1y5EgCkBt4AYGRkhJiYGCQmJmp1aTblL986DlasWAEAqFKlCrp06QJnZ2fpdSdPnkTlypVTnHAQaTpjY2O0aNECvXv3xsyZM1GkSBGsX7/+m9PoK1asiMGDB2PmzJlwdnZG//79OUWN8pyEhAQEBATA3Nxc6jdoYWGB8ePH48WLF/jzzz8BADo6OhAEAXp6emjZsiXq1KmDIUOGoFWrVujWrRvevXunzo9BlKr0xjeQcoVjLy8v1KpVCw0bNszVMRNlh+/F/s6dOwEg1RlA169fR82aNaW2E9qKicI0xMTEQKFQJPvD36BBAzRv3hyPHj3CmTNnpMeDgoLw+PFjTJw4ETt27ED37t2lEwqivCS9cS/2KmzWrBmCgoLw9u1bVhRSvpHWcdCiRQsEBgYm+/5//PgxAgICMG7cOBw5cgTdu3cHoN09TSjvMTExQYcOHVCpUiUAwOLFi+Hh4YGLFy+mGcuPHz/G8+fP8eHDB9SoUQOPHj1C06ZNc3PYRFmmo6OD2NhYxMTEQKVSSec3P/74I6pWrYqbN2/i7t27AP77Xk9ISEBYWBj8/PxQvnx5BAQEwNbWVm2fgSgtGYlv4EvrladPn2LSpElYsWIFOnfuDFNTU57TUJ6T0dh//vw5nj17hokTJ+Lo0aPo0aMHAO0+n2ei8CtiU+KePXvixo0buHXrVrLnGzduDD09Pdy+fRsAEBoaiu3bt6NNmza4d+8e/v77b/Ts2RNAyjszRJoqo3Ev9mv49OkT+vTpA3Nzc63+IqX8IaPHAQDcuHEDI0aMgJ+fH/bt24e2bdsC4Pc/5V0qlQpNmjRBs2bNsHz5crx69SrFNq9fv8b48eMREBCAixcvYsWKFanOsiDSZOKFY58+fXDmzBn4+/tDoVBI04x//PFHvHjxAiEhIQC+LO7j6+uLHj16IDY2FpcuXYK7uztjnzRSRuM7JCQEW7ZsQbt27XDnzh3s27cPAwYMAMBzGspbMhr7wcHB2LhxI1q2bIk7d+5gz5496NChAwDtjn2tXswktcUXEhISpCRI//79ERISggMHDqBw4cLSNi1atEC1atWwaNEiAF+W1/706RMaNGiQe4MnyqSsxH316tXh5ubG5t2U52XHcQAA4eHhePHihVSJRaTJvhf3SX9+/vw5HB0dsXDhQgwaNAhyuRyvXr1CsWLFEB0djdevX6Ns2bK5/RGIMuTr+E7tuZiYGLi4uEBXVxceHh7JjpPq1aujZ8+emDhxIgDg48ePePToEerWrZtrn4EoLdkR3z169MCkSZMQExODO3fuICEhgde0pPGyM/ajo6Nx8+ZNqFQqNGrUKDc/hkbTqiv9+Ph4rFq1CkeOHAGQPEMsZp51dHQQFxeHkJAQzJ07F4GBgVi7dq3UpychIQFKpRJmZmbSax0cHPiFShorO+O+YMGCAMAkIeU5OXEcAF+mbDJJSJoqvXGfkJAgNe3W0dFBYmIiSpYsiWHDhmHt2rU4cOAAunTpgl9//RXR0dEwMDBgkpA0WlxcHGbNmoUxY8Zg+vTpePLkifScWFUixnp4eDimTp2KixcvYsuWLdIMibCwMBQoUED6zhcEAYUKFWKSkNQuO+NbvKbV19dHnTp1eE1LGi0nYt/AwABOTk5MEn5Fa672T548iYYNG2L27Nk4fPgwXr9+DeC/eedik8sNGzagTJky8PT0RMmSJbFw4UIcPHgQAwcOhJeXF2bPno2QkBD88MMPavssROnFuCficUDaKSNxX7p0aZw8eRLx8fEA/rsZNHToUDx79gxDhgyBjo4OXF1dYWBgoIZPQ5R+Bw8ehKOjI27fvo1ixYrBw8MD48aNw9WrVwH81z5lw4YNKFasGE6fPo0GDRpg0qRJcHV1xdixY3Hp0iUsXrwYkZGRaNy4MQDtnoJGmiOn4ptI0zH2c5mgBSIjI4VRo0YJkydPFpYtWyY0bdpU2Lx5c7JtYmNjhbFjxwq2trbC7t27hcTEROm5Y8eOCV27dhVatGghNG3aVLh+/XpufwSiDGPcE/E4IO2UmbhXqVTJnv/777+FIkWKCM7OzsLdu3dzc/hEmXb37l3BxcVFWLZsmfTY8+fPhapVqwp79+4VBEEQwsLChMGDBwsVK1YUdu3alSz2N2zYILRu3VqoX7++4OTkJNy4cSPXPwNRWhjfpK0Y+7lPK3oUCoKAa9euoVChQrC1tUXfvn0RFxeH6dOnw8HBQdomJCQE5ubm0jLZX/dhe/v2LYoWLaqWz0CUUYx7Ih4HpJ0yG/cilUqFo0eP4sOHD+jXr58aPgFR5ty8eRMHDx7E8OHDYWVlhfj4eOjq6qJJkyZo0aIFpk+fjpiYGPj7+8PGxibV73yVSoXnz5+jdOnS6vwoRCkwvklbMfZzX75MFB46dAimpqaws7ODpaVliud9fHwwZ84ctGnTBpMmTeJUAsoXGPdEPA5IOzHuSVuJsV+hQgVYWVmlus2nT5/QokULLFiwAM2bN8/lERJlHuObtBVjX/3yVY/C3bt3o3z58li1ahUGDx6Mfv36SQ28VSqV1JenadOmqFWrFs6fP49z584B+K9nD1Few7gn4nFA2olxT9rq69jv37+/FPuCIEClUknbhoeHQ6VSoVy5cuoaLlGGML5JWzH2NUe+SBQmJCRg/fr1WLFiBWbOnAkvLy/s2LEDZcqUwbZt2xAbGwu5XA6ZTCYF15AhQxAbGwsvLy9ERUVBEAQEBQUB+G8lQCJNxrgn4nFA2olxT9oqPbEvk8kgl8ulZPiFCxcgCEKyatvQ0FAATJiTZmF8k7Zi7GuefJEojIqKwvv379GjRw/89NNPUCqVqFOnDipUqICIiAhpqWwAUnCVL18ebdu2ha+vLxYvXgxnZ2cMGTIEiYmJ0kqARJqMcU/E44C0E+OetFVGYl+cYu/l5YUffvgBBgYGuHfvHjp37ozFixdDEAROwyeNwvgmbcXY1zx5NlEYHBwsZYpNTU3RsWNHjBw5EnK5XLp7Xrx4cXz+/Bm6urrJXiu+rnHjxrh9+zbc3d3h6OgIb29vniyTRmPcE/E4IO3EuCdtlZXYj4qKQnh4OGrUqIHx48ejadOmKFKkCH799VdeSJJGYHyTtmLsa7Y8lyj08PBA1apV0bNnT7Ro0QJ//vknAKBy5cpQKBTJVrY5ceIEKleuDKVSmeLu+pYtW9CsWTM0bNgQt27dwooVK6BUKtXymYi+h3FPxOOAtBPjnrRVdsR+SEgIzp8/j8GDB+PevXu4ePEiNm7cmOKikyi3Mb5JWzH28wYddQ8gI8RV+0aOHIkyZcrAx8cH48ePh0qlQvfu3aGvrw+ZTAZBEBAbG4sHDx5g5MiRAAAdneQftXbt2ti8eTM6deqkjo9ClG6MeyIeB6SdGPekrbIr9iMiItCgQQOMHz8eTZo0UdOnIUqO8U3airGfd+SJRKE4z/z69esoVKgQ+vbtC11dXTRr1gwxMTHYtm0bChcujHbt2kmlpqGhoYiIiEDNmjUBfClt3bJlC+bPnw8AcHBwgIODg9o+E9H3MO6JeByQdmLck7bKrtjfvHkzFixYgPr168PT01OdH4lIwvgmbcXYz3vyxNRjMVgCAgJQpkwZ6OrqIj4+HgAwY8YM6OnpwcvLC//++6/0mrNnz6J48eKwsLDAlClTULduXTx//hzx8fFcBYfyBMY9EY8D0k6Me9JW2RX7L168QHx8vNTnikgTML5JWzH28x6NrCj08fGBt7c3rK2tUbt2bdSoUQPAlybcM2fORGJiohRcBQsWRI8ePbB69WoEBgbCwsICgiDg+PHjePDgAapWrYqiRYvixIkTqFatmpo/GVHaGPdEPA5IOzHuSVsx9ik/Y3yTtmLs530aVVH45s0b9OjRA7/88gtCQ0OxY8cOdO7cGTdv3gQANGjQAMbGxnBzcwPw3yp+ffv2RUREBO7duwcAiI6ORnR0NAoUKIDFixfj8uXLDCrSWIx7Ih4HpJ0Y96StGPuUnzG+SVsx9vMRQUNERUUJw4YNE/r37y88efJEerxZs2bC8OHDBUEQhPDwcGHx4sWClZWV8Pz5c0EQBEGlUgmCIAht27YVRo0aJb3O19c39wZPlEmMeyIeB6SdGPekrRj7lJ8xvklbMfbzF42pKCxQoACUSiV69eqF0qVLS8tft2jRAo8ePYIgCDA2NkbXrl1RpUoVDBgwAM+ePYNMJsPz58/x/v17tGnTRno/R0dHNX0SovRj3BPxOCDtxLgnbcXYp/yM8U3airGfv8gEQXM6XMfHx0NXVxcAoFKpIJfLMXjwYBgaGmLFihXSdq9evUL79u2RkJCAatWq4dq1a7C1tcWmTZtQtGhRNY2eKHMY90Q8Dkg7Me5JWzH2KT9jfJO2YuznHxqVKExNq1at0LdvX/Ts2VNa3UYulyMkJAS3b9/GzZs34eDggJ49e6p5pETZh3FPxOOAtBPjnrQVY5/yM8Y3aSvGft6k0YnCJ0+e4IcffsCePXuk0tO4uDgolUr1DowoBzHuiXgckHZi3JO2YuxTfsb4Jm3F2M+7NKZHYVJi7vLKlSswNDSUgsrNzQ1TpkzBu3fv1Dg6opzBuCficUDaiXFP2oqxT/kZ45u0FWM/79PIRKFMJgMA3Lx5E+3bt4ePjw+qVq2KzZs3o127djA3N1fzCImyH+OeiMcBaSfGPWkrxj7lZ4xv0laM/bxPY6cex8TEoEGDBnj8+DGUSiWmTJmCMWPGqHtYRDmKcU/E44C0E+OetBVjn/IzxjdpK8Z+3qaj7gGkRV9fH6VKlUKTJk0wf/586Ovrq3tIRDmOcU/E44C0E+OetBVjn/IzxjdpK8Z+3qaxFYUAkJiYCIVCoe5hEOUqxj0RjwPSTox70laMfcrPGN+krRj7eZdGJwqJiIiIiIiIiIgod2jkYiZERERERERERESUu5goJCIiIiIiIiIiIiYKiYiIiIiIiIiIiIlCIiIiIiIiIiIiAhOFREREREREREREBCYKiYiIiIiIiIiICEwUEhEREREREREREZgoJCIiIiIiIiIiIjBRSEREREQAhg8fDjMzM5iZmcHc3Bzly5dHp06dsGPHDqhUqnS/z86dO1G6dOkcHCkRERER5RQmComIiIgIANCsWTMEBATgzp072Lt3L5ycnDB16lR0794dCQkJ6h4eEREREeUwJgqJiIiICACgp6cHCwsLFCtWDFWrVsX48ePx119/4dSpU9i5cycAYM2aNahfvz6KFy8Oe3t7jB8/HpGRkQCACxcu4H//+x/Cw8Ol6kRXV1cAQGxsLGbOnIlKlSqhePHiaN68OS5cuKC2z0pEREREKTFRSERERERpatSoERwcHODp6QkAkMvlcHNzw+XLl7Fu3TqcP38es2fPBgDUrl0bCxcuhLGxMQICAhAQEIARI0YAACZNmoRr167h999/x4ULF9CxY0e4uLggODhYbZ+NiIiIiJJjopCIiIiIvsnW1hbPnz8HAAwbNgwNGzZEqVKl0KhRI0yfPh0HDx4EACiVSpiYmEAmk8HCwgIWFhYwMjLC8+fP8ddff2Hr1q2oX78+ypQpg5EjR6Ju3br466+/1PjJiIiIiCgpHXUPgIiIiIg0n0wmAwCcOXMGy5cvR2BgICIiIpCQkICYmBh8/vwZBQoUSPW1/v7+SExMRK1atZI9Hhsbi0KFCuX42ImIiIgofZgoJCIiIqJvevjwIUqVKoVnz56hR48eGDBgAGbMmAEzMzNcuXIFI0eORHx8fJqvj4qKgkKhgI+PDxQKRbLnDA0Nc3r4RERERJROTBQSERERUZrOnTsHf39/DB8+HLdv34ZKpcK8efMgl3/pYCNOOxbp6upCpVIle6xKlSpITEzEu3fvUL9+/dwaOhERERFlEBOFRERERATgy1Tgf//9V0rqnTp1CitWrMAPP/yAHj16wN/fH/Hx8di4cSNatWqFK1eu4I8//kj2HqVKlUJkZCTOnj0LBwcHGBgYwMbGBl27dsWwYcMwb948VKlSBe/fv8fZs2dhb2+PH374QU2fmIiIiIiSkgmCIKh7EERERESkXsOHD8euXbsAADo6OihYsCAcHBzg4uKCnj17ShWEa9euxapVq/Dp0yfUr18fLi4uGDZsGJ48eQJTU1MAwLhx43Do0CF8/PgRkydPxpQpUxAfH48lS5Zg9+7deP36NQoXLoyaNWtiypQpsLe3V9vnJiIiIqL/MFFIREREREREREREkKt7AERERERERERERKR+TBQSERERERERERERE4VERERERERERETERCERERERERERERGBiUIiIiIiIiIiIiICE4VEREREREREREQEJgqJiIiIiIiIiIgITBQSERERERERERERmCgkIiIiIiIiIiIiMFFIREREREREREREYKKQiIiIiIiIiIiIAPwfunLCeewGHXkAAAAASUVORK5CYII=\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": [
"## 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: 0.3.63b0 [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 0x1341d29a0>"
]
},
"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: 0.3.63b0 [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 0x1340473d0>"
]
},
"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": [
"# 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
}