{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Technical Analysis with Pandas ([pandas_ta](https://github.com/twopirllc/pandas-ta))\n", "* Below contains examples of simple charts that can be made from pandas_ta indicators\n", "* Examples below are for **educational purposes only**\n", "* **NOTE:** The **watchlist** module is independent of Pandas TA. To easily use it, copy it from your local pandas_ta installation directory into your project directory." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "Pandas TA v0.3.32b0\n", "To install the Latest Version:\n", "$ pip install -U git+https://github.com/twopirllc/pandas-ta\n", "\n", "Populating the interactive namespace from numpy and matplotlib\n" ] } ], "source": [ "%matplotlib inline\n", "import datetime as dt\n", "import random as rnd\n", "\n", "from tqdm import tqdm\n", "import numpy as np\n", "import pandas as pd\n", "import mplfinance as mpf\n", "\n", "from alphaVantageAPI.alphavantage import AlphaVantage\n", "import pandas_ta as ta\n", "\n", "from watchlist import colors # Is this failing? If so, copy it locally. See above.\n", "\n", "print(f\"\\nPandas TA v{ta.version}\\nTo install the Latest Version:\\n$ pip install -U git+https://github.com/twopirllc/pandas-ta\\n\")\n", "\n", "%pylab inline" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### List of Indicators (post an [issue](https://github.com/twopirllc/pandas-ta/issues) if the indicator doc needs updating)" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Pandas TA - Technical Analysis Indicators - v0.3.32b0\n", "\n", "Indicators and Utilities [152]:\n", " aberration, above, above_value, accbands, ad, adosc, adx, alligator, alma, amat, ao, aobv, apo, aroon, atr, bbands, below, below_value, bias, bop, brar, cci, cdl_pattern, cdl_z, cfo, cg, chop, cksp, cmf, cmo, coppock, cross, cross_value, cti, 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, 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: 214\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: int = None, talib: bool = None, presma: bool = None, offset: int = None, **kwargs) -> 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 477.53 | 1.3000%\n", "\n", "\n", "\n", "==== Price Information =====================================================\n", "Open High Low | Close 446.7300 446.7300 445.2300 | 450.9400\n", "HL2 | HLC3 | OHLC4 | C - OHLC4 448.5750, 449.3633, 448.7050, 2.2350\n", "Change (%) 3.6800 (0.8228%)\n", "Bid | Ask | Spread 451.58 x 1100 | 451.61 x 1400 | 0.0300\n", "Volume | Market | Avg Vol (10Day) \n", " 74,979,332 | 74,979,332 | 97,346,768 (138,232,480)\n", "\n", "52Wk Range (% from 52Wk Low) 371.88 - 479.98 : 108.1000 (21.2595%)\n", "SMA 50 | SMA 200 460.1972 | 443.4848\n", "Avg. Return 3Yr | 5Yr 24.8800% | 17.5900%\n", "\n", "==== Dividends / Splits =====================================================\n", "Trailing Annual Dividend Rate | Yield 5.563 | 1.2438%\n", "\n", "\n", "Stock Splits (Last 5 of 117):\n", "Date 2021-12-17 2021-09-17 2021-06-18 2021-03-19 2020-12-18\n", "Ratio 1.633 1.428 1.376 1.278 1.58\n", "[+] yf | SPY(7311, 7): 3316.2978 ms (3.3163 s)\n", "SPY(252, 7) from 2021-02-10 00:00:00 to 2022-02-08 00:00:00\n" ] }, { "data": { "text/html": [ "
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OpenHighLowCloseVolumeDividendsStock Splits
Date
2021-02-10386.961873387.119772382.402652384.948700591544000.00
2021-02-11386.093431386.537524382.994752385.570404429133000.00
2021-02-12384.721729387.731596384.642765387.475037505933000.00
2021-02-16388.777632388.984892386.379605387.139465509724000.00
2021-02-17385.284276387.494801384.208588387.228363522906000.00
\n", "
" ], "text/plain": [ " Open High Low Close Volume \\\n", "Date \n", "2021-02-10 386.961873 387.119772 382.402652 384.948700 59154400 \n", "2021-02-11 386.093431 386.537524 382.994752 385.570404 42913300 \n", "2021-02-12 384.721729 387.731596 384.642765 387.475037 50593300 \n", "2021-02-16 388.777632 388.984892 386.379605 387.139465 50972400 \n", "2021-02-17 385.284276 387.494801 384.208588 387.228363 52290600 \n", "\n", " Dividends Stock Splits \n", "Date \n", "2021-02-10 0.0 0 \n", "2021-02-11 0.0 0 \n", "2021-02-12 0.0 0 \n", "2021-02-16 0.0 0 \n", "2021-02-17 0.0 0 " ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Recent Data\n", "ticker = \"BTC-USD\"\n", "ticker = \"SPY\"\n", "df = e.ta.ticker(ticker, kind=\"info\", timed=True, returns=True)\n", "recent_startdate = df.tail(recent_bars(df)).index[0]\n", "recent_enddate = df.tail(recent_bars(df)).index[-1]\n", "print(f\"{df.name}{df.tail(recent_bars(df)).shape} from {recent_startdate} to {recent_enddate}\")\n", "df.tail(recent_bars(df)).head()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Aliases" ] }, { "cell_type": "code", "execution_count": 7, "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": 8, "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": 9, "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": 10, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[i] Loaded SPY(7311, 34)\n", "[+] Study: Common Price and Volume SMAs\n", "[i] Indicator arguments: {'append': True}\n", "[i] No mulitproccessing (cores = 0).\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "[i] Progress: 100%|████████████████████████████████████████████████████████████████████████████████████████| 5/5 [00:00<00:00, 653.50it/s]" ] }, { "name": "stdout", "output_type": "stream", "text": [ "[i] Total indicators: 5\n", "[i] Columns added: 5\n", "[i] Last Run: Tuesday February 8, 2022, NYSE: 15:04:54, Local: 19:04:54 PST, Day 39/365 (11.00%)\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\n", "Pandas v: 1.3.0 [pip install pandas] https://github.com/pandas-dev/pandas\n", "Data from AlphaVantage v: 1.0.19 [pip install alphaVantage-api] http://www.alphavantage.co https://github.com/twopirllc/AlphaVantageAPI\n", "Technical Analysis with Pandas TA v: 0.3.32b0 [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\n", "Charts by Matplotlib Finance v: 0.12.7a17 [pip install mplfinance] https://github.com/matplotlib/mplfinance\n", "\n" ] }, { "data": { "text/plain": [ "<__main__.Chart at 0x1317fd6a0>" ] }, "execution_count": 10, "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": 11, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "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": 12, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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mTZkxYwaZM2fm6tWrlC1blosXLzJw4EB+//13/Pz88PDw4PTp05H20atXL3x9fRk1ahR16tRh/vz5/P7779SuXRudTsf48eMpU6YMkydPZsWKFV/0OYQfY8qUKY3LvL29AShWrFiEtEWLFkWlUhnfN2ebccHb25siRYqgUkWshhUvXpygoKBIY819i3xdvnwZrVYb6bOytLSkUKFCsX5Wpn7Wer2eS5cuRUoHhuO/c+cO79+/Ny5r06YNefLkibSvnDlzkiRJkkjrA/j4+HzRMeXJk4c2bdoY/29OXr+mrDVo0IDmzZsDMG3aNON5mCpVKgA6derEH3/8QZEiRZg2bRru7u78+eefX3xtCgwMJDAwMEL5+drvXwjB8+fPTSqT5pRfb29v7OzsIpWB8O86Ls9hc/bl4eHB7t27mTVrFvfu3ePGjRv06NGDgIAA+vTpE+t+IHJZSZcuHRkyZIiwH3OuFUOGDCFPnjw8fvzY7GN6/PgxL168iLasf/45R1WPMDWv5hx/VM6fP09oaChFihSJMV24mMrAqFGjsLe3x9raGldXV5PrDjFts2jRoly5coV3796ZtC1JkqTESAYSJUmSElD//v0JCgqiUKFCuLm5MWjQIPbu3UtYWFiU6cPCwnj16hWvXr3i0qVLtGnThufPn9O4cWNjmiRJkjBz5kyOHz9OlSpVcHZ2/urBv1u0aMHx48d5+PAhAKtWrSJr1qyULFky2nVWrlyJm5sbGTNmBKBZs2bs3bs3wsDt169fBzAGOb+WhYUFOXPm5M6dO2ats2nTJuzs7IwDqpcoUYLAwEC8vLxIlizZV+Xp9u3bbN68mYYNG8ZJsPRzadKkIVmyZJw4cSLC8tevX3Pt2jWACDeWn2vVqhVZs2ZFo9HQqlUr4//D3bx5k8OHD/PHH3/QvXt3ChUqxPDhwwkLC+P48eMMHz6cQYMGceLECSwtLRk4cGCUefT09KR79+4sX76cUqVKMXnyZPLnz8+qVavo1q0bW7duJUOGDCxevPiLPodJkyaRJEkSqlevblz29OlT1Go1qVOnjpDW0tKSFClSxDrx0MSJE1Gr1TRq1OiL8hSdp0+f4uTkFGl5+LKY8uXv78/ChQspW7ZslNv4mjx9mofP8xXbZ2XqZ+3v709ISMgXH3/4vkxZ/2uPyZy8fk1ZK1CggDEoUq9ePeN5aGdnx8WLF1m2bBmdOnViw4YNdO/enWXLltG/f3+2bt3KoUOHYjyGqEyfPp3Q0FCaNm1qXPa1n9WqVat4/PhxhG1GJ6pzNTpPnz4lTZo0KIoSKU8Qe1mJr33NnDkTDw8PevfuTZYsWciTJw/r16/nwIEDlCpVKtb9fLrdz/f16X6+5lphzjHFlqfwcyG2fX2L8/LGjRsAZMmSJcZ0AKGhoUyfPp0sWbLg6upqXK5SqahSpQqTJ09m27ZtTJs2jRcvXlC9enWTJsyJqVxlzZoVvV5vzKckSdKPSAYSJUmSElDlypU5efIkderU4eLFi0yaNImqVauSPn16tm3bFin93r17SZUqFalSpaJgwYJs2LCB1q1bM3HixAjpGjZsSI0aNfD392fOnDkRWqvdu3fP5Nl8w1WpUoXkyZOzdu1ahBCsXbvW2IImKq9fv2bPnj0R0jRs2BBFUVi/fr1xWfgTewcHB7PyExN7e/sILZpM4ejoSKFChRg8eDBbt25lypQp3Lt3j8aNG5s14+fngoKCaNy4MTY2NkyYMOGLtxMTlUpFly5dOHDgAEOGDMHX15fz58/TpEkTQkNDAfj48eMXb9/d3Z28efMa/6/T6di7dy/16tWLEHB0cnIyBpw/b4nRsWPHCDeyJUqUQAhBx44djcvUajXFihUza+becOPHj2f//v1MmDAhQuD348ePWFpaRrmOtbV1jJ/L6tWrWbRoEf369SNHjhxm5ykmHz9+xMrKKso8hb8fFb1eT8uWLXn79q3JswGbkycg2nzFVoZM/axj28+nacAwU7sQItK+TFnf3GMSQkSY0dqcvH5NWYuJp6cnAL/99luE5f369QMwa5ZggKNHjzJq1CiaNGlChQoVjMu/5vsPb41XqlQp2rZtG+P+oztXo/Ol50p87yt8Zve2bduyYcMGFi9ejJOTEw0aNOD27dux7gdM+6zNydPSpUsRQpA5c2az1zf3vIyqHhFf5+XnXr9+DRh+t2PTs2dPrl27xuzZs9FoNMblmTJlYs+ePXTt2pXatWvTp08fvL29SZUqlfHcik5s5So8X69evYo1f5IkSYmVJvYkkiRJUnxydXVl8+bNhIaGcvHiRbZs2cK0adNo1KgRPj4+EYI4JUqUYOzYsSiKgq2tLXny5In2BsnV1RVPT88ouyqZy8LCgsaNG7N69WqKFy/Ow4cPY+zWvG7dOsLCwihcuHCEm6oSJUqwatUqevToAWDsmmhu4C8mgYGBZgUmAwICKFu2LAMGDIhwA1GsWDE8PDxYsmQJ3bp1MzsfOp2OZs2ace3aNXbt2kW6dOnM3oapRo8ezatXr5g0aZIxYFmlShU6duzIP//8g729/Rdv+/NWHy9fviQoKIhcuXJFSpsnTx70ej0PHz4kX758xuWZMmWKkC5p0qQAxtaqny5/8+aNWflbt24dw4cPp2PHjpG+JxsbG2Mw9XPBwcFRdgcHOHbsGB07dqRq1aqMGzfOrPyECw0Nxd/fP8KyVKlSoVarsbGxibJ1T3jQOrp89erVi927d7N8+XIKFixo0r5MFb7P6PIVXZ4+Xd+Uzzq2/XyaJqZ9mbJ+XByTqXn90rIWm/v376NSqciePXuE5WnTpiVZsmTcv3/f5G3duHGD+vXrkz9/fhYuXBjhvS/9rJ49e0bNmjVJmjQpGzdujLHMxXSufj78QtKkSbGxsfnicyW+99W4cWM0Gg3bt283Lqtbty45cuRg2LBhrFu3Lsp8fbodUz7rLz1+c9dPTOdluM8fMHxu8uTJLFiwgDFjxlCjRo1Yt5c8eXLat2/PhAkTePToERkyZIiUJqZy9Xm+Pm8FKkmS9CORLRIlSZK+E5aWlri6ujJ+/Hj+/vtvwsLC2LBhQ4Q0KVOmpFKlSlSsWJFSpUp9dbdbc7Ro0QIfHx9GjhxJwYIFIwQ4Pxc+FmLp0qXJkSOH8XX8+HFOnjxpbHWWO3duwDA+V1wICwvj1q1bkW66Y7Jp0yaeP39OnTp1Iix3d3cnSZIkkboMm+qXX35hx44dLF26NELLn/hgaWnJwoULefLkCUePHuXmzZvs2bOHgICAKIMQ5vjSAMinogsuRLU8tpvDT+3bt482bdpQs2ZN/vnnn0jvOzk5odPpePHiRYTloaGhvH79Osrg7sWLF6lTpw758+dn48aNEVqxmMPLywsnJ6cIr/ChAZycnIzd+z4VviyqfI0aNYq5c+cyYcIEWrdubfK+TBXezTC6fMUWCDf1s06ePDlWVlZmH//n+zJl/a89JnPy+iVlzRxfG5R4+PAhVapUIWnSpHh6ekZ62PIln1VAQADVq1fn7du37N69O8ZjNOVc/fQVHohzcnLi2bNnka4LMZWV+N7X3bt32b17d6TfjOTJk1OmTJlYfzPM+ay/5Frx+b5MOabY8hR+LsS2r29xXoaPCR3TQ6elS5cyaNAgunbtyvDhw2Pc3qfCH259/mAGYi9X4cLzFddj60qSJH1PZCBRkiTpOxTeijCqinZCKVOmDJkyZeLw4cMxtkb08/PDy8uLnj17smHDhgivdevWYWlpyerVq43bdHR0ZM2aNeh0uq/O48aNG/n48SNVq1Y1eZ3nz58DRNq/EAKdTodWqzU7HwMGDGDJkiVMmzYtxi7gcS1NmjSULVuWnDlzotPpOHz4MCVKlPiqFomfS5UqFba2tty8eTPSezdu3EClUkVqaRgfTp8+Tf369SlWrBjr16+PMuBXqFAhAM6dOxdh+blz59Dr9cb3w925c4dq1aqROnVqPD09v+pzK1iwIPv27YvwSps2rTFfFy5cQK/XRzomW1tbcubMGWH5nDlzGDlyJH379mXQoEFm7ctU+fPnR6PRRPqsQkND8fHxifRZfc7Uz1qlUuHi4hIpHRiOP2vWrLG2KC5UqBC3bt2K1IU+fKKf8H197TGZk1dzy9rnogsUOjs7o9fr8fX1jbD8+fPnvH37Fmdn5xi3C4auoFWqVCEkJIQ9e/ZEOTaduZ9VcHAwtWvX5tatW+zYsSPGB0umnKufl9/wa3ihQoUICgoyjqf76TbD3//W+4ruNwMMD7Ni+82Irqw8efKER48eRTgmc68VUe3LlGNKnz49qVKlirKsnzlzJtbya05ezTn+qIQ/gPTz84vy/X///ZdOnTrRoEED5syZE2u+PxX+kDN8oqNPjyG2chXOz88PlUoV63cjSZKUqCXIXNGSJEmSEEKIgwcPCr1eH2n5xIkTBSD++usv4zJnZ2dRs2ZNk7c9YsQIAYiXL19GWH779m1x+/btWNc/dOiQAMSGDRuMy7Zu3SpGjBghnjx5Ylzm7u4u8uXLZ/z/mDFjBCAePHgQ5XYrV64scufObfz/hAkTBCD69esX5WexYsUKcfr06WjzFM7Hx0ekTp1aODo6iqdPn8Z6fOE2btwoADFixIgIy7du3SoAMWHCBJO3JYQQkyZNEoAYOnSoyets2LBBAOLQoUNm7Ssm4Z/rxo0bY03btm1bYWdnF2k5IHr06BFpeb169YSVlZXw8/MzLnv27JlIkiSJKFeunHHZkiVLBCDOnj0bYf3oymZ0+fjctWvXRIoUKUS+fPmEv79/tOmCgoJE8uTJRa1atSIsb9WqlbC1tRWvX782Lnv69KnImjWrSJcuXYTjik2+fPmEu7u7yemFEGLt2rWRyvHLly9FsmTJRNOmTSOlValUomXLllGeH+aIrZxVq1ZNODk5iXfv3hmXLVy4UABi165dMW7bnM86vGx+Wi5u3Lgh1Gq1GDRoUIT179+/L65fvx5h2alTpwQgJk+ebFwWHBwssmfPLkqUKPHFx3T9+nVx//79CMtMzas5xx+Vv//+WwDC29s7wnIfHx8BiM6dO0dYPnDgQAGIgwcPxrjdwMBAUbx4ceHg4CDOnTsXY1pTPyutVivq1KkjNBqN2LlzZ4zbNPVcjc7Dhw+FhYVFhOuQXq8XZcuWFenTpxdarfab7+vFixdCpVIJDw+PCOfkw4cPhb29vahWrVqs+8qdO7coWLBghPwPHz5cKIoirl27ZlxmzrXiyZMn4vr16yI0NNTsYxJCiK5duwobG5sIv9379+8XgPj7778j7CuqeoQ5eTX1+KPy8eNHYWlpKX7//fdI7x05ckRYW1uL8uXLi+Dg4Gi38eLFi0jLHj16JBwdHUWBAgUiLDe3XNWvX1+4uLjEmk6SJCkxk2MkSpIkJaBevXoRFBRE/fr1yZ07N6GhoXh5ebFu3ToyZ85M+/bt43yfFStWBDB7whUwjAFVt27dGNOsWrWKQoUKRdsqrU6dOvTq1YsLFy5QpEgRBgwYwNWrV5k6dSqHDh2iUaNGpE2blmfPnrF161bOnDmDl5dXhG0cO3aM4OBgdDodr1+/5sSJE2zbto2kSZOyZcsWs1pj1a5dm3z58jF69Gju379PyZIluX37NrNnz8bJySnChCCx2bJlCwMHDiRHjhzkyZOHlStXRni/cuXKpEmTxvj/sWPHAnD16lUAVqxYwfHjxwHM6o61cuVKNm3aRLly5bC3t2f//v2sX7+eTp060bBhQ5O3Y6qxY8eyb98+ypQpQ/fu3dFoNMybN4+QkBAmTZoU5/v71Pv376latSpv3rxhwIABkSabyJYtm3HWVBsbG8aMGUOPHj1o3LgxVatW5dixY6xcuZJx48aRPHly43rVqlXj7t27DBw4kOPHjxu/BzC09KxcubLx/0ePHuXo0aOAYczIDx8+GL/LcuXKUa5cuRiPoVGjRpQsWZL27dtz7do1UqZMydy5c9HpdIwaNcqY7syZM7Rp04YUKVJQsWJF45AB4dzc3CJMeBMdU8vZuHHjcHNzw93dnc6dO/Po0SOmTp1KlSpVqFatWoz7MOez7t69OwsWLKBmzZr0798fCwsL/vrrL9KkSRNpooM2bdpw5MiRCF0zS5QoQePGjRkyZAgvXrwge/bsLFu2jHv37rFo0aII65tzTHny5MHd3T3ChCum5tWc449K0aJFARg2bBjNmjXDwsKC2rVrU7BgQdq2bcv8+fN5+/Yt7u7unDlzhmXLllGvXj3Kly8f43ZbtmzJmTNn6NChA9evX4/QMs3e3p569eqZ/Vn169ePbdu2Ubt2bfz9/SNd51q1agWYd65GJ0OGDPTt25fJkycTFhaGq6srW7du5dixY6xatco4PMK33FeqVKno0KEDCxcupGLFijRo0ID3798zd+5cPn78yJAhQ2LcDxjG76tTpw5VqlShWbNmXLlyhdmzZ9OpUyfy5MljTGfqtQJgyJAhLFu2DD8/P+OEK6YeE8DQoUPZsGED5cuXp0+fPgQGBjJ58mRcXFwi1UWiqkeYk1dTjz8q1tbWVKlShf379zN69Gjj8vv371OnTh0URaFRo0aRhoYpUKAABQoUAGDgwIHcuXOHihUrki5dOu7du8e8efP48OEDM2bMMK5jbrkKCwvjyJEjdO/ePcZjkCRJSvQSOpIpSZL0M9u1a5fo0KGDyJ07t7C3txeWlpYie/bsolevXuL58+cR0sZVi0RnZ2fh7Owc6/oxtf771KctEs+fPy+AKFsKhLt3754AxK+//hph+caNG0WVKlVE8uTJhUajEU5OTqJp06bi8OHDkfIU/rKwsBCpUqUS5cqVE+PGjYuylYEp/P39xa+//ipy5swprKysRMqUKUWzZs3E3bt3zdpO+Gce3evzlmAxpTXH6dOnRbly5YSjo6OwtrYWBQsWFP/884/JLdjMbZEohBAXLlwQVatWFfb29sLW1laUL19eeHl5RUgTHy0S/fz8Yvzc2rZtG2md+fPni1y5cglLS0uRLVs2MW3atEifTUzb/LzFYUzf8+ctW6Pj7+8vOnbsKFKkSCFsbW2Fu7t7pM8p/POL7rVkyRKT9mVOOTt27Jhwc3MT1tbWIlWqVKJHjx4RWqjFxpTPWghDS6lGjRqJJEmSCHt7e1GrVi3h6+sbKZ27u3uU+fz48aPo37+/SJs2rbCyshKurq5i9+7dUebJ1GOK6rs2J6/mHH9UxowZI9KnTy9UKpUAjC1jw8LCxKhRo0SWLFmEhYWFyJgxoxgyZEiMLa7COTs7R/vdR/U7YMpnFf6dxFamvuRcjYpOpxPjx48Xzs7OwtLSUuTLl0+sXLkyQppvuS8hDN/JrFmzRKFChYS9vb2wt7cX5cuXj7WF6Ke2bNkiChUqJKysrESGDBnE8OHDI7QmDGfKtUIIw/Xz03Jj7jEJIcSVK1dElSpVhK2trUiWLJlo2bKlePbsWaR00dUjTM2rOccflc2bNwtFUSK0nvy8fhDTtXn16tWiXLlyIlWqVEKj0YiUKVOK+vXri/Pnz0fYj7nlateuXQKI9vogSZL0o1CEMGNUc0mSJEmSJEmSJElKIDqdjrx589KkSRPGjBmT0NkxqlevHoqisGXLloTOiiRJUrySgURJkiRJkiRJkiQp0Vi3bh3dunXjwYMHcTqh2Je6fv06Li4u+Pj4kD9//oTOjiRJUrySgURJkiTph6TT6Xj58mWMaezt7U26AQkNDcXf3z/GNEmTJsXGxsasPMYmICCAjx8/xpjG3Nl5JUmSJEmSJEmSvpQMJEqSJEk/pHv37pElS5YY04wYMYKRI0fGuq3Dhw/HOqnBkiVLaNeunRk5jF27du1YtmxZjGnkz7gkSZIkSZIkSd+KDCRKkiRJP6Tg4OAIM+9GJWvWrCbNevvmzRvOnz8fY5p8+fLh5ORkVh5jc+3aNZ48eRJjmkqVKsXpPiVJkiRJkiRJkqIjA4mSJEmSJEmSJEmSJEmSJMVKldAZkCRJkiRJkiRJkiRJkiTp+6dJ6Ax8Lb1eb/y3oigJmBNJkiRJkiRJkiRJkiRJSnw+7bCsUkXf7jDRBxIB3r9/n9BZkCRJkiRJkiRJkiRJkqREzcHBIcb3f4hAIoC1tbVskZjI6XQ6fH19yZEjB2q1OqGzI0nfhCz30s9GlnnpZyfPAelnI8u89DOS5V5KjIQQBAcHx5ou0QcSw4OHiqLIQGIipygKQgj5XUo/FVnupZ+NLPPSz06eA9LPRpZ56Wcky72UmMVWZuVkK5IkSZIkSZIkSZIkSZIkxUoGEiVJkiRJkiRJkiRJkiRJipUMJEqSJEmSJEmSJEmSJEmSFCsZSJQkSZIkSZIkSZIkSZIkKVYykChJkiRJkiRJkiRJkiRJUqxkIFGSJEmSJEmSJElKVN68eYNer0/obEiSJP10NAmdAUmSJEmSJEmSJEmKyvv377l+/TpXrlzh6tWrxtfz58/JmTMnmzZtIleuXAmdTUmSpJ+GDCRKkiRJkiRJkiRJ34WgoCCmT5/OmTNnuHbtGvfu3YuUxtHRERcXFy5fvkyZMmVYvXo1lStX/vaZlSRJ+gnJQKIkSYnegQMHOHz4MGXLlqV06dLY2dkldJYkSZIkSZIkMwkh6N69O6tXrwbA1taWYsWKkS9fvggvJycnAObMmUP//v2pXbs2s2bN4pdffknI7EuSJP0UZCBRkqREbfXq1XTs2BGdTsfEiROxsLCgVKlSVKhQgYoVK1K0aFE0GnmpkyRJkiRJ+t4tXryY1atXkydPHjZu3Ei2bNlQqaIf1r9nz57kypWL5s2b8+uvv1K/fn1Spkz5DXMsSZL085GTrUiSlGjNmzeP9u3bY2lpyaRJk+jcuTPOzs4cPXqUkSNHUrZsWdKmTUuDBg2YM2cON2/eTOgsS5IkSZIkSVHw9vamb9++2NrasnbtWnLkyBFjEDFc5cqV6dOnD6GhoaxcufIb5FSSJOnnJgOJkiQlSpMmTaJXr144ODiwc+dO+vbty+zZs7l27Rq3bt1i3rx5NG3aFCsrK3bs2MGvv/5KgQIF2Lp1a0JnXZIkSZIkSfpEQEAALVq0ICQkhLlz55InTx6z1m/Xrh0qlYqFCxcihIinXEqSJEkgA4mSJH3HhBBs2LCBw4cPR1g2dOhQhg8fTsqUKdm3bx9lypSJsF7mzJlp3749K1as4OHDh5w7d46xY8cihGDixImygilJkiRJkvSdEELwyy+/cOfOHX755RdatGhh9jYyZsxItWrVuHXrFsePH4+HXEqSJEnhZCBRkqTv0tu3b2nSpAktW7akSpUq1KlTh8uXL9OrVy+mTJlC+vTpOXjwIIULF45xOyqVigIFCjBw4EDc3d05f/48Z86c+UZHIUmSJEmSJMVk1qxZbN26lUKFCjF16tQv3k6nTp0AWLhwYVxlTZIkSYqCDCRKkvTdOXfuHCVKlODff/+lcOHCFClShN27d1O0aFHmz59PtmzZOHToELlz5zZru927dwdg7ty58ZFtSZIkSZIkyQynTp1i8ODBJE2alDVr1mBtbf3F26pWrRrp0qVj8+bNvH79Og5zKUmSJH1KBhIlSfou3LlzhylTpuDm5oabmxt+fn50796do0eP4uXlxdKlS3F2dqZQoUIcPHiQzJkzm72P2rVrkzFjRjZu3MizZ8/i/iAkSZIkSZIkk7x69YoWLVqg1WpZsGAB2bJl+6rtaTQa2rVrR0hICKtWrYqjXEqSJEmfk4FESZISzPXr1xk/fjyurq7kyZOHoUOHcu7cOVxdXVm3bh3Tp0/HysoKlUpFixYtuHXrFqdOncLJyemL9qfRaOjcuTNhYWEsWrQojo9GkiRJkiRJMoVer6dDhw48evSIPn36UK9evTjZbvv27YFk/PPPJjkmtiRJUjzRJHQGJEn6uVy+fJlNmzaxZcsWrl+/DoCiKLi5udGgQQPq1atHpkyZolxXURQURfmq/Xfo0IGxY8eyYMECBg4ciIWFxVdtT5IkSZIkSTLPxIkT2b17NyVLlmT8+PFfvb3372HbNoUNG7KiKC+4fVtF9eqvmDQpOQUKxEGGJUmSJCMZSJQk6ZtZsGABPXr0AAyToHh4eNCgQQPq1q37xa0MTREWBn5+4OurcOtWGjJl8sTXV0v+/LcoWTI7mTPbUKuWwNVVPrmWJEmSJEmKT4cPH2bUqFGkSJGCVatWffFD3aAg8PRU2LBBxa5dCsHBhofNadIE8fz5Cw4ezEqxYlCjhp4BA/SULi3reZIkSXFBBhIlSfomHj9+zODBg7G1tWXKlCnUrVuXVKlSxdn2hYBnz+DWLQVfX0PQ8OZNBV9fBT8/0Go/bclYATAEF/38DEv+/BOqV9czfLheBhQlSZIkSZLiwbNnz2jdujVCCJYuXUrGjBnNWj8kBPbuNQQPt29X+PDBUL/LkEHQuLGOxo0FBQqoyJ7dndevK5I9+0I8PTV4eqooXVrPb7/pqVhRYGsbH0cnSZL0c5CBREmSvon+/fvz/v17/vzzTzp16hRn29XrYdgwFfPnq3j/PnK3ZysrQc6ckCOHnpw5xf9fkCyZP8uXb2DFit28eJEEB4dR7NqVnV27VNSoYQgoFismA4qSJEmSJElxwdvbm1atWvH8+XOGDBlC1apVTVovLAwOHTIED7duVQgIMNT3UqcWtGmjo0kTQalSApVx9H8L2rVrxYQJE/jll0JkydKTSZNUnDhheGk0giJFBGXKCEqXNrySJ4+fY5YkSfoRKSKRj0IrhODdu3fY2Nh89dhpUsLS6XTcvHmTXLlyoVarEzo7Uhzas2cPtWvXJl++fJw5cybOxiXU6aBLFzXLl6tIntxQKcyRQ5AjB+TMafh3pkwQU3EKCwujePHiXL16lZkzH7BwYQYuXTJcS2rU0NOliyGgGIeNJz87BlnupZ+LLPPSz06eA9LPRqvVMnr0aP766y9CQ0Pp3LkzM2bMiLH863Rw/LjC+vUKW7aoePXKUDdzdBTUry9o0kRPuXICTTTNYvz8/MidOzd58+blwoULKIrC8eMKq1apOH7c0GvlU3nzCsqUMXR/LlNGYGZDSUmKRF7rpcRICMHHjx9JkiRJjPE12SJRkqR49fHjR/r06QPA7Nmz4yyIGBYGbduq2bhRRe7cgt27taRLZ/52LCws6N69Oz169OD27SmcOTOFbdsUxoxR4+mpwtPT8Hg7UyZDoLJIEUHRooa/KVLEyaFIkiRJkiT9EMLCwrh9+zZXr141vi5fvsydO3dwcHBg8eLFNGnSJMZtnD+v0KSJmocPDTexDg6Cli31NGli6JZsaRl7PrJkyUKlSpXYt28fp0+fpmTJkpQpIyhTRgfAy5dw4oTCiROGAKOPj8K1a2rmzzes7+ws/h9U1FO3bvw9UJYkSUqMZItE6bshn9r8mEaOHMn48eNp164d88NrZ18pOBiaN1ezc6eKggUFnp7ar6rgBQYGkiVLFsDwBNve3h693jCA9+HDCufPK3h7KwQFRbzGZM4cObjo6GjevmW5l342ssxLPzt5Dkg/ktOnT3Po0CFj0PDmzZuEhYVFSGNpaUmBAgVYsmQJuXLlinF7d+5AuXIaXr5UaNBAT9OmeqpVE9jYmJ+3zZs306xZM9q0acPChQtjTPv+PZw+bQgqnjihcPr0f5O32NsL+vbV8+uvehwczM+H9HOS13opMTK1RaIMJErfDXmx/fHcvHmTIkWKkCRJEi5fvkzKlCm/epsfPkDDhmoOHlRRooSe7dt1JEv29Xnt378/M2fOZM6cOfzyyy+R3tfp4OZNw1PyCxcMLx8fhY8fI153cuQQdO6sp0MH0yqbstxLPxtZ5qWfnTwHpB/FokWL6Natm/H/arWa7Nmzky9fPvLmzUu+fPnIly8fWbJk4c6dO7GW+Zcvwd1dw+3bCiNH6hg6VP9V+QsLCyNr1qwEBAQwadIkOnTogKUpzRmB0FC4cEFh1y6FOXNUvHunkDKlYMgQPZ0767Gy+qqsST8Bea2XEiMZSJQSHXmx/bEIIahWrRqHDh1i/vz5tGvX7qu3GRAAdeuq8fJS4e6uZ/NmXZw9Gfb19TVWeMPH0omNVgvXr4O3t2IMMJ47p6DTKSRLZggo9uypJ23a6Lchy730s5FlXvrZyXNA+hH8888/9O7dGwcHB6ZMmULRokXJlSsXVlFE2Ewp80FBUKWKmjNnVHTqpGPOHD1xcWu3ZMkSevTogVarJUuWLAwePBgPDw8yZ85s8r3jq1cwaZKKv/9WERKi4Ows+OMPHS1aiBjH4ZZ+bvJaLyVGpgYSVdG+I0mS9BXWrFnDoUOHKF26NG3atPnq7X34ADVqGIKI1arp2bYt7oKIADly5KBq1apcvXqVY8eOmbSORgMuLtCmjWDGDD3Hjum4dUtL3746tFqYNElN9uwaunZVc/Nm3OVVkiRJkiQpocyePZvevXuTNGlSdu3aRfv27SlQoECUQURTaLXQqpUhiFijhp6ZM+MmiAjQvn17rly5QsuWLbl37x5dunQhV65cpEmThsqVKzNw4EBWrVrF1atX0Wq1UW4jZUqYNEnP1ata2rbV8/AhdOyooVgxDTt3KiTuZjmSJEnmky0Spe+GfGrz43jz5g0uLi74+/tz5swZ8ufP/1Xb02qhUSPD5Ce1aulZu1Zn0kDb5tq5cyf169dHo9GQNWtWcuTIQa5cuciZMyc5cuQgZ86cpE6d2qRrzdu3MH++itmzVTx7pqAoglq1BP366XFz+++yK8u99LORZV762clzQErMpk2bxqBBg3B0dMTT05OiRYvGuk5MZV4I6NVLxfz5alxd9ezdq8POLn7yfvXqVdasWcPFixfx8fHh+fPnEd63trbGxcWFwoULU6hQIQoVKkT+/PmxtraOkO7aNfjjDzXbthna5Li56RkyxDCL9JeM5Sj9mOS1XkqMZNdmKdGRF9sfR69evZg3bx79+vXjzz///KptCQE9eqhYuFBNyZJ69uzRxVslTafT0bdvX44ePcqdO3cIDQ2NlCZp0qQRAovhr+zZs2NraxspfUgIrFmjMHWqmps3DdeokiX11KsncHUVFCig5fFjWe6ln4e81ks/O3kOSInBtm3b6N+/P3Xr1mXw4MGkSJGCiRMn8vvvv5MiRQo8PT0pXLiwSduKqcxPmKDijz/UZMsmOHJES+rU8XE0UXv69Ck+Pj74+Pjg7e3NxYsX8fPzi5BGo9HQo0cPJk6ciEoVsTPf6dMKw4apOHrUsNzKSlCqlKB8ecOrWDGBRvPNDkf6zshrvZQYyUCilOjIi+2P4ezZs5QpU4aMGTNy8eJF7L7ysXJ4BTN7dsHRo1riYL4Wk2i1Wu7fv4+vry+3bt0yvnx9fXn8+HGU62TKlImCBQsyYcIEcuTIEeG98Fmgp05VceLEfxVRlUqQJUswbm4WuLoquLoKXFxEvLS4lKTvgbzWSz87eQ5I37tt27bRrFkzY1ffpEmTUrFiRTZv3kyqVKnYtWsXBQoUMHl70ZX5FSsUOnbUkCqVIYiYPXucH4rZ3r59a2yx6OPjw8GDB3n69ClNmzZl0aJFkSZrEQL271fYuFHF4cMKfn7/3Y86OAjKljUEFT089Li4gEoOLPbTkNd6KTGSgUQp0ZEX28RPq9Xi5uaGj48PmzZtonbt2l+1vVWrFNq3N1Qwjx7Vki1bHGX0KwUGBkYKMIYHGQMDA0mSJAmLFi2ibt26xnXCwsKwsLAA4MoVw1Psc+dUnD0LV68aJmgJZ2kpKFBA0KiRoG9fvax0Sj8Uea2XfnbyHJC+Z9u3b6dZs2YALF26lOvXrzNt2jQ+fPhAmjRp2LNnD3nz5jVrm1GV+X37FOrWVWNpCfv26XB1/T5vSZ89e0bNmjW5fPkyVatWZe3atTE+JPfzg8OHFQ4eNAQWnz//r37n5CSYP19H1arf57FKcUte66XESAYSpURHXmwTv9mzZ/Pbb79Rq1YtNm/e/FXbOnRIoVYtNRoN7N///VYwPyWEYO7cuQwYMACtVkvnzp3RarUcP34cX19fZs6cSZcuXSKso9Pp8PG5xcePufD21nDunMLZswq3bxuuZ3Xr6lmyRIe9fUIckSTFPXmtl3528hyQvkchISHMnTuX4cOHA7B+/Xpq1qwJGIJpq1atol69emT7gqe6n5d5b2+oWFFDUBBs2qSjZs3vu4739u1b6tWrh5eXF6lTp6Zu3brUr18fd3d340PiqAhhGE/x8GEVBw8qeHoaJmaZNElPr15xN6GM9H2S13opMUo0gcQJEyYwceLECMty5MjBmTNnTFpfBhJ/HPJim7g9fvyYAgUKoNPpuHjxIs7Ozl+8rcuXoXx5DYGBsGGDjtq1v+8K5udOnjxJ8+bNefLkCWAYXyd8XJ3jx49TqFAhY9royv39+9CkiQZvbwUXF8HmzVq+4iOVpO+GvNZLPzt5DkjfEyEEmzdvZtiwYdy9excbGxtWrVpFrVq14mwfn5b5hw/VlCun4dkzhb//1tKxY+Ko4wUFBfHbb7+xbt06Pnz4AICLiws7duzAycnJpG3s36/QvLmagACFDh30zJwZP5MHSt8Hea2XEiNTA4nfRYe53Llzc+PGDeNr165dCZ0lSZLMNHToUN6/f8/w4cO/OIgYFgbLlinUrKnh3TuFadP0iS6ICFCqVCnOnDnD33//zZ49e3j58iULFiwgNDSUVq1aGSugMXF2hkOHtDRqpOfyZQU3Nw1eXvJhiSRJkiRJcePMmTOUL1+e5s2b4+fnR+vWrbl69WqcBhE/5e8PtWsbgohDh+oSTRARwNbWln/++YcnT56wceNGqlWrxuXLl6lYsSL37983aRuVKgmOH9eSI4dg8WIV1aurefUqnjMuSZIUD76LQKJGoyFNmjTGV4oUKRI6S5IkmeH+/fusW7eOLFmy0KdPH7PXDwmBhQsV8uXT8MsvGp4/h2HDdHTrpo+H3H4bqVOnpmPHjpQvXx47OzuaN29O69atuXXrFv369TNpG7a2sGqVjpEjdbx8qVC5spqlS2UwUZIkSZKkL3fv3j1atWpFmTJl8PLywsPDg1OnTrFo0SIyZMgQL/sMCVFo3NiSmzcV2rbVM2JE4qzj2djYUKdOHbZu3Urnzp25ffs25cuX59atWyatnysXHD+upWJFPceOqXBz03DlSjxnWvpuBQYGotcnznNB+rl9FxPS3717lzx58mBlZYWrqyt//PEHGTNmjDJtSEgIISEhxv+H98zW6XSya3Mip9PpIvyVEo85c+ag1+vp3r07KpXK5O8wOBiWLlUzZYqGx48VVCpBixY6Bg7UkiuX4EcrClOnTuXkyZMsXrwYgAYNGuDm5gbEXO4HDdKRK5eOjh0t6NxZw6VLWv78U4vmu7iCS5J55LVe+tnJc0BKKAEBAUyaNIk5c+YQEhJCzpw5GT9+PDVq1EBRlHgrk6GhOoYNy4SXl4oqVXTMmhXGjxA7mT59OnZ2dkybNo1SpUrRt29fevXqhYODQ4zrJUkCW7fqGDhQw99/ayhXTsOyZWHUqPEDfCg/matXr7J//34qVapEvnz5IrwXfj4FBgZy//59fH198fX15c6dO8a/z58/p2bNmmzcuDEhsi9JkZg68mGCj5G4b98+Pnz4QPbs2Xn+/DkTJ07k6dOneHl5RXkR/nxMRXt7e65cucL9+/dNPugfgZ+fHwsWLCAoKAi1Wo1KpTL+ValUxjHZPl32ebpChQpRtmzZhD4UKZELCgqiSpUqAOzZsyfGmezCffyosGlTCpYtS83LlxZoNIJatfzp0OEFmTKFxneWE9S1a9fo0qUL79+/BwzXsNKlS+Pu7k6ZMmVIkiRJtOvevGlN375ZePrUEje3d0yYcJ8kSWSlU5IkSZKkmO3du5c///yTN2/e4OjoSJcuXWjYsGGMk4V8rbAwOHEiCevWpeTkSQfy5Ali0aI72Nr+OHUXIQSrVq1i7ty5BAUF4ejoSIcOHWjSpAlWVlaxrr9xY3ImTMiATgd9+jylbduXchKWRODjx48sWLCA5cuXo9VqAShcuDC1atXi48eP3L9/nwcPHvDgwQOePXsWZZzC0dGR4OBgwsLCOHLkiEn3UJIU3xRFwdnZ+fufbOVzAQEBuLi4MG7cOFq3bh3p/ehaJFpaWv40LRIPHz5M8+bNefv27Vdva+PGjcYZ2RKaTqfj9u3bZM+eXQ5Im4j8/fff/Pbbb/Tu3TvSxEmfCw2FOXPUTJ+u4cULBQsLQdu2Ovr31+Hs/F1diuLVhw8fOHDgADt27MDT05PXr18DhmEeypQpQ82aNaldu3aUY02+eAHNm1vi5aUiZ049GzeGkSPHz/PZSYnf93Ctf//+PZ6enly+fBkXFxdKlSpFpkyZEiQv0s/nezgHpJ/LuXPnqFChAoqi0LNnTwYOHEjSpEnjbX9XriisWKFm7Vo1L14Y7s9y5PjI7t2CdOm+i5G14tzLly+ZMmUK8+bNIyQkhPTp0zNs2DBat26NJpYuJEeOqGjRwgJ/f4WWLXXMmROGCTFIKYH4+PjQvHlz7t27R+rUqencuTO7d+/m3LlzkdLa2tqSM2dOcuTIQfbs2Y1/s2fPjqOjI3379mXevHls3bqVqlWrJsDRSFJEQghCQ0MTXyARoEKFCri7uzNixIhY0/5sszYvW7aMbt26odPpmDRpEvXq1UOn05n9evLkCd26dcPBwYHTp0+TJUuWhD40ObNVIqTX68mfPz93797lxo0bZM6cOcb0ffqo+PtvNVZWgo4d9fTrpyeaUQx+GqGhoWzYsIFLly6xY8cOfH19je81a9aMZcuWRbq2hYRAr15qli5VkSyZYNUqHZUrf3eXckmKUkJd6wMDA9m5cycbN25kz549BAcHR3g/Q4YMlCpVCjc3N0qXLh1hdnVJikuyviN9SwEBARQvXhw/Pz9Wr15No0aN4mU//v6wbp2KZcsULlwwBAttbQUNGwpatw4jZcob5Mnz45f5R48eMX78eJYsWYJOpyN79uyMGDGCxo0bo1JFH0S9cwfq19dw44ZCyZJ6NmzQkSbNN8y4ZDIPDw+8vLzo2LEj48ePx9HREQBvb2927dpF2rRpyZEjB1mzZuXt27fkzp072nK/efNmmjVrxm+//caECRO+5WFIUpRMnbX5uwskBgYG4uLiwuDBg+nSpUus6X+WQOLZs2eZMGEC27dvx87OjhUrVnz1jGp//fUXgwcPpnDhwhw5cgRra+s4yu2XkRXrxGfHjh00aNCA+vXrs27duhjTHj+uUKGChkyZBEePakmX7htl8jv3ebm/efMmO3bsYMGCBdy9e5dt27ZRrVq1SOsJAbNnqxgwwFApnTxZT8+eetkdRvruxeW13s/Pj1SpUmFvbx/l++HBw02bNrF7925j8DB9+vQ0bNiQUqVKcfnyZU6ePMnp06cJCgoyrtu7d28mT578Q9ctpIQh6zvStyKEoHnz5mzevJkuXbowa9asON/H8eMKc+ao2L5dITTUcL0sU0ZP27Z6GjQQODj8nGXe19eX0aNHG+vHBQoUYMyYMVSvXj3adQICoHVrNbt3q8iYUbBpkxb5TOv7cvPmTVxcXChWrBheXl4xpjWl3L9+/RonJycKFy7M6dOn4yPLkmQWUwOJCd62/Pfff+fEiRM8ePCA06dP07p1a9RqNQ0bNkzorH0Xjhw5QrVq1ShdujTbt28nT548HDx48KuDiAC//vordevWxdvb2+RZZCUpXFBQEOPHjwcMN9wx+fgROnc2/IDOnauTQcQY5MqVi379+hknZBk+fHiUs7kpCvTqpWfbNh0ODtCvn5rOndWcO6fwyegPkvTDWrNmDXnz5qVEiRLG4QHCHTlyhKZNm5IuXTpat27N1q1bSZ48Ob169eLIkSPcuXOHKVOm0LBhQ0aOHMmePXt49eoVp06d4q+//sLZ2ZmZM2fGOlyDJEnS92zBggVs3ryZAgUKMHny5Djf/pEjCpUqqdm0SUXq1DB4sI5r18I4eFBH27aGIOLPKkeOHKxYsYKzZ89So0YNLl26RN26dWMM5iZNClu26Pj1Vx0PHyp4eGhYtkz54SYfTMyWLl0KQPv27eNkeylSpKBgwYL4+Pjw5s2bONmmJH0LCR5IfPz4MZ06dcLV1ZUOHTrg6OjIvn37SJkyZUJn7buwfv16Dh48SNGiRdmwYQPe3t4ULlw4TratKAoLFy4kW7ZsLFiwgJUrV8bJdqUfX0BAADVr1uTcuXNUrlzZOPNwdMaMUXH7tkLr1nqqVPmuGkF/t9zc3KhZsyaXLl2KsbVnlSqC48e15MghWLZMhZubhhQpNJQuraZvXxUrVyrcvMkPMTuiJIVbunQp7dq1Q6fT4evrS6NGjYytDRcsWEDVqlXZsmULjo6O9OzZk8OHD3P37l2mTp1KqVKlouxeptFoKFKkCD179sTT05NUqVLxxx9/GIP6kiRJiUlQUBDDhg3Dzs6O1atXx3nPoxcvoE0bNXq9wpIlWnx9tYwerSd79jjdTaJXsGBBtm7dysGDB0mWLBn9+/dn69at0aZXq2HiRD3z52sJC4NfftFQvLiGXbsUvq9+hD+fsLAwVq5ciY2NDU2aNImz7ZYvXx4hBEePHo2zbUpSfEvwQOLixYu5fv06z58/5+rVqyxevPi7GK/vezFw4EA8PT3x8vKibt26MY6t8SWSJk3K7NkbsbQsR/fuQ7h8+XKcbl/68bx+/ZqqVaty4sQJqlSpwoYNG2Js9nzhAkybpiJNGsHkyfKRqjlGjx6NoiiMGjWK0NDoZ7POlQu8vLRMn66jRQs9zs5w9qyKuXPVdOigwcXFgrRpNdSooeaPP1Q8ePAND0KS4lBAQADTpk2jc+fO2NnZsXv3bqpUqcKJEyfo2LEjI0aMoEePHtjZ2bFx40b8/Pz466+/cHNzM+v3M0eOHGzbtg17e3u6d+/Onj174vGoJEmS4t6WLVsICAigbdu25MyZM063rddDhw5qnj5V6N9fR8uWgp+kx/IXK1OmDBs3bkSj0dCmTRvOnDkTY/p27QTnzmmpU0fP5csKdetqqFxZzZkzcriNhLJ7926eP39OgwYN4nSyInd3d8AwoaokJRbf3RiJ5vpZxkiMa6GhsGOHwvLlKvbsUdDpDJ+dRvOQypXTULiwmgIFBAUKCLJmhTiOX0bpZxw/JbF5+vQp1atX59q1a9SrV48VK1ZgFcO0cmFhULKkhsuXFdat01K/fqK+3MSL2Mp9+/btWbVqFTNmzKBbt24mb9ffH86fVzh79r9X+MyJGTMKDh7UEsWk0JIU70y91gcFBXHx4kXOnTtnfIVPRpQsWTK2b99OiRIlePfuHeXLlzc+CHNycuLff//9oslS9Hq4edNw7pw/r3DgwDtu3FCRNOlV1qwpTsWKQo5DKn01Wd+RvoUqVapw+PBhTp8+HWe9mcJNnqxi2DA1pUrp2b9fh4VFzOllmf/P6tWradeuHalSpWLt2rWULVs21nVOnlQYMkSFl5fhhqx+fT2jR+vIlSu+cyt9qmHDhmzfvp19+/YZg38xMbXcv3v3jjRp0pA7d268vb3jMsuSZLZEO9mKuWQg0TwXL8Ly5SrWrFHx6pXh88qeXVCqlGDXLj9evXICbCOsY2cnyJ9f4OIiKFAAXFwM/06SJG7zJisZ37f79+9TrVo17ty5Q8uWLVmwYAEajSbGdcaPVzFypJr69fWsWydbI0YltnJ/79498uXLR/Lkybl+/Xq0k0rERgh48ABmzFAxe7aa7NkNwcS0ab/2CCTJPFGV+bCwMK5cuRIhaHjt2jV0nwwMZWFhQYECBShWrBjdunUjb968xvcePXpExYoVsbGx4d9//8XZxCi5EIbfxV27VBw8aAgeBgZGrEtoNAFotYaWB/nzC/r00dGsmSCGZyiSFCNZ35Hi2927d8mdOzcFCxbk7NmzcbrtkycVKlRQkyQJnD2rJVOm2NeRZT6iiRMn8vvvvwNQu3Ztxo8fT65YooJCwM6dCsOGqbl+XUGtFnTooGf4cD1OTt8i1z+3Z8+ekSVLFjJnzsy1a9dMijuYU+7LlCnDmTNnePjwIWnkdN1SAjI1kBhzFEBKtISAJ0/g0iWFS5cULl5U8PFRuH3bUBjs7QXt2hlmVHNzM7Sw+PgxFWXLluHSpQ+ULNmZMmV6cv26BZcvK5w+reLTiaRUKsHQoXp+/13OEvszuHXrFtWqVePRo0d06dKFGTNmxNpN8No1QyDR0VEwY4YMIn6pzJkz06VLF2bPns2sWbMYMmTIF21HUcDZGaZO1RMaCvPnq6leXcOBA1qSJ4/jTEuSiU6fPk3//v3x8fEh5JNZglQqFblz56ZYsWLGl4uLS7QtoDNkyMDly5fRaDSxXpvev4cDBxR271axe7fCkyf//YilTy+oUEFP0aKCYsUERYoIduzYyC+/rMbZeQZXruTnl180DB8u6NpVT+fOelKlipvPQvo5CSEIDg4mKCiIoKAgkidPjp2dXUJnS0rkli9fDkC7du3idLv+/tCqlRqdTmHhQtOCiFJkgwYNokiRIgwePJjt27fj6enJhg0bYpxMU1GgVi1B9epaVq5UGDVKzYIFalatUvH773r69ZODYcenlStXotPpaNu2bZw2XjpwQOHRI8iZsyVnzlzmyJEjcTr+oiTFF9ki8QcQFgbXrxuChpcvG4KGly4pxhaH4SwsDC0P27TR06CBIKqGTY8fP6Zu3bpcunSJEiVKsGnTJlKnTs3bt3D5smH7ly4p7Nhh6CbZubOOGTP0cTIuinxa+X26dOkSNWrU4MWLF/Tr14/x48fHeq7pdODhoeb0aRULF2pp0yZRX2bilSnl/sWLF+TOnRuVSsXNmzdJkSJFpDS3bt1i6dKl1K9fH1dX1xj3qddD+/Zq1qxRUa2aYeZnSfpWwst89uzZKVSoELdv3yZbtmwULVrUGDQsVKjQF7e+/ZwQ4OtraHW4e7fC0aMKYWGGa5itraBCBUH16oKqVfVR3hR/+PABZ2dnVCoVe/c+ZP58G1auVBEcrGBtLWjVSk+vXnry5ImT7Eo/AZ1Ox4kTJzhw4ACLFi3ixYsXxvfUajWFCxemdOnSuLm54ebmJlunSGbR6XTkzJmT58+f8+DBA5LH0dNCIaBhQzU7dqjo3VvHlCmmB65kHT9qOp2OpUuX0q1bN0qWLGnWZBsfP8LcuSomTlTx9q2Cj08YnzTUl+KQEAIXFxdu377NnTt3SJ8+vUnrxVTu9XoYOlTFX399ulxP+vQ3OH06B6lTx+EBSJIZZNfmH9zjxzBunIqzZ1Vcvw6hoRGPPUUKQcGChjEOXVwM/86dGywtY9/2+/fvad26NZ6enmTJkoUtW7ZE6EIG4OcHNWtquH1boWFDPUuX6r66m5esZHx/zpw5Q61atXj79i2jRo1i8ODBJp1ns2ap6NdPTZUqerZv18lWqzEwtdyPHj2asWPH8uuvvzJx4sQI7/n5+VG+fHmePHkCQIkSJejZsycNGjTAIpqBi8LCwN1dzblzKjw9tVSqlKh/CqREJLzMe3t70759exo2bMiaNWvidB8hIXDkiMLu3Qq7dqm4c+e/i1C2bILq1fVUry4oW1ZgykSmvXr1Yt68eSxZsoSWLVvy8iXMn6/i779VxrFHq1fX07u3ngoVEnYcRSHED1sfCq+yJubj8/b2ZubMmaxbtw6tVouNjQ0FCxbE1tYWa2tr/Pz8uH79eoR1smfPjpubmzG4mDNnzkT9GUjxa9++fdSsWZPGjRuzatWqONtueN2uaFE9R47oTLqnCCfr+DErW7Ysp0+f5uLFi+Qx86nUokUK3bpp+O03HRMmyFaJ8cHLywsPDw+qV6/Ov//+a/J60ZX7oCBo21bNv/+qyJhR0LmznitXdKxb5wfkwtlZsHmzFheXeDgYSYqFDCT+wK5fh1q1NDx8qKAoguzZMQYNCxQwBA3TpeOrbmR0Oh0DBgxg9uzZJE2alLVr11KxYsUIaZ4/h9q1Nfj4KFSsqGf9eh0ODl+3zx+hkuHt7Y1Op6NYsWIJnZWvcvjwYerXr8+HDx/466+/6Nmzp0nr3b0LRYpoUKnA21tO6BEbcwZizp07N+/fv+fatWtkzJgRMEyAU6FCBe7cuUPr1q3x8/Pj+PHjAKRLl44uXbrQqVMnUkXR//LoUYVKlTQULCg4fVr7TSZVkiSdTse1a9do2bIlN27c4Ny5cxQoUCBOti0EbNyoMGiQmkePDD+CFhaCcuUMrQ6rVdPzJZOX+vj4ULx4ccqWLcuBAweMy4ODYd06henT1Vy9athf/vyCoUN1NGoUf9Wr8FncLf9/Jx8aGsq6deuYPXs2b968Yd26dXE+ucK39vHjR65du8bFixe5ePEily5d4tKlS2TIkIF9+/aROhE119DpdOzYsYNZs2YZWxylTp2anj178ssvv0RqZf769WtOnTrFiRMn8PLy4ty5c8bvHCBlypSUKlWK0qVLU6FChS+aWEj6cbVs2ZINGzawc+dOKleuHCfbvHzZMHmejQ2cOaMla1bz1v9R6vjxZfHixXTt2jXKh8WxefcOMmbUkDQp3L2rJZbhy6Uv0LlzZ5YuXcratWtp0KCByet9Xu79/WHzZoW5c9VcuaJQpIieLVt0xjEuy5evzIkT9YC+2NsLVq7UUaNGog7VSImQDCT+oE6eVKhXT82bNwq//qrjjz/0xOdQOnPmzKFfv36oVCpmz55Nhw4dIrwfEGDo5nD0qIpixQxdJFOm/LJ9/QiVjLt371K0aFF0Oh2XL182ecD/742npyfNmjUjNDSUf/75x+QxdoSA6tXVHDyoYsYMHd26ySejsTGn3M+aNYt+/frRoEEDOnbsiF6vZ8iQIVy5coWuXbsyY8YMFEXB29ub2bNns27dOkJDQ7GysqJ58+b07NkzUsCmfn01O3eqWLJES8uWifrnQEokdDodM2fOZNCgQdStW5cNGzbEyXavXoVff1Vz+LAKlUrQvLmgXj1DC8GvecgVrlSpUpw/f57Lly9HGhRfCMM4RzNnqti92xCRj+tr4IULF9i5cydHjx7l1KlThIWFkSlTJrJly8a1a9d4+vSpMa2dnR0rVqyIcbyt74kQghMnThhb5Fy8eJFbt25FmGwHDLN1v337lmLFirF379446/4eX969e8eyZcuYM2cOd+/eBcDV1ZWePXuSN29e8ufPb1J9Jzg4mPPnzxsDiydPnuTNmzfG92fOnEnXrl3j7TikxCMwMBAnJydSpUqFr69vnNSnhYCqVQ3X1i+tK/wIdfz49O7dOzJlyoSdnR1+fn7Gh0SmatdOzerVKrZu1crAUxx7//49mTJlwsbGhnv37pn13eh0Oi5evMXt27lZt07D7t3/Da1Sv76exYt1Ee7jw3sftW59nNWr3VAUOHJEh6ur/E6lb0cGEn9A27YptGqlJjhYYfJkHX36fJsgjaenJy1btuTDhw/069ePcePGRRjMPjjYMPDytm0qcuYUeHp+2eDLib2SodfrqVKlirG1QXx01/sWNm7cSJs2bQBYtmwZjRs3NnndJUsUunTRULq0ngMHdLKFmwnMKfchISHkz5+f+/fvR1jerFkzli5dGmmSiefPn7NgwQLmz5/Ps2fPAChXrhyzZ88md+7cgGFSnCJFNGTIAFeuaE3q5ilJXyMsLIyCBQty+/ZtTp8+/dUt54SAOXNUDB6sIjRUoXRpPdOn6yhYMI4y/H8LFy6ke/fu9OrVi6lTp0ab7vRphVq11AQEKMybp6V9+6+rZvn7+zN48GCWLl1qXJYlSxYcHBy4ffs2QUFBxocFvXr14vz583Tv3h29Xs+ECRPo0aNHtEMcJDQhBHv27GHMmDERZpbVaDTGGWcLFChg/JssWTKaNGnCjh07qFatGps2bfouj83Pz4+5c+eyZMkS3r17h0qlon79+vTp04cSJUqg1+sjXfeDggytae/dU1CpDL1KFAXjvz/9C4KXL5/j53eXnTu3ExoaTMeOHShRIj+1aws5gdZPbOfOndSvX59u3boxY8aMONnm5s0KzZoZ6nYHD37ZcDWJvY7/LXTq1Inly5ezfv166tWrZ9a6Bw8qVKumoX59PevWyXGv49LSpUvp3Lkzffr0YfLkySato9MZhldZvdpw/gQGGsq8s7OgWTM9zZvroxzP8tixY1SsWJE2bdpQteoiWrbUkCWL4MwZLUmTxuVRSVL0ZCDxB7NwoULPnmrUali8WEfTpt/2a/Px8aF+/fo8fvyY+vXrs2TJEmxtbY3va7XQo4eaJUtUZMgg2LlTa/bA84m9khHeWszDw4MXL15w7do19u3bh7u7e0JnzWTLli2jS5cuWFhYsG7dOmrUqGHyuk+eQMGCGoKD4dw5LZ812JGiYW65v3DhAps2bTKOFZY+fXo6d+4c4810aGgoGzZsYPbs2Zw/f57y5cuzZ88e4/vduqlZtEjFn3/q5Kx/UrzbuHEjLVq0oFatWmzevPmrtvXyJfzyixpPTxUODoJp03S0bh0/YxS+f/+eXLly8fbtW86ePUu+fPmiTXv6tEL16mo+fIAlS3S0aGH+b7YQgo0bN/Lrr7/y4sULsmXLxuDBgylfvjyZ/v+0TgjB06dPsbW1JVmyZAgBz57Bzp1nGDBgIh8+KCRPbkPt2hVo0qQmWbKkxtYW7OwMr4TqAieEYN++fYwZM4bTp08DUKFCBZo1a0bBggXJmzevcYZuIQwzbT95Ak+fKty/H8rYsYt58CCMIkUycORIva8eozkuhLeqnDFjBtu3b0ev15M0aVI6duxIt27dIvRQ+PS6f/u2mvnzVSxfriIg4OsLrr29YUbxvn31crD+n1Dfvn2ZO3cumzdvjpMWyR8/Gup29+/DqVNavvS5T2Kv438LJ06coHz58tSoUYOtW7eata5eD7lyaXjyBO7f135x7zApMnd3d06ePMmFCxfInz9/jGnfvzfMYbB2rYonTwzX86RJtTRpAi1aQKlSIsZGFiEhIaRKlYrUqVPj6+tLr15q5s9X06iRnlWr5Jjz0rchA4k/CCFgzBgVY8eqcXAQbNigo0KFhPnKwoOIPj4+uLq6snXr1gjjrgkBw4apmDJFTfLkgm3bdBQvbnpeE3Ml4+bNm7i6uqLRaLhw4QJ3796lWrVq5M+fnzNnzqBJBAOWHD16lEqVKmFnZ8eWLVvw8PAwed1PZ/IbN07HgAEyGGWqb1nuhRAULVqUq1evcufOHTJkyAAYbtDz5tVgYQE3bmiJYlJoSYoTu3btolWrVrx//57jx49TvHjxL97WwYMK7durefpUwdVVz4oVOrPH7TLXihUr6NixI6VKleLQoUORWgF/6tgxQ8vE0FBYtUpHgwam/x4+fPiQ3r17s3PnTtRqNb/99hvDhw/HxsYmUlq93hC43LRJYdMmFY8fm14XsrQUxqCijU14gNGwLDzgaGsb8f/haf5LHzGdtbUeS8swNJowdLowQkNDCQsLIyzM8O+7d+/y559/curUKcCO4sXr06zZb6RM6cLTpwpPn8KTJ4a/4f//8CH6Y8qT5wP//mtJ5swmH3acCn9QM3PmTLy9vQHD5Ci9evWidevWUXa/DgnRMX/+M3bsyMihQ4brfpIkgjZt9JQrZygnQhi+20//RrfsxImTLF26DFtbF9Tqnrx/r8bGRjB7tiGwLv088ubNy/3793n+/HmcdP0fP17FyJFqOnTQ888/X97SLTHX8b8VIQT58+fnzp07Zs0MHG7UKBXjxqmZNk1Hjx6yHh4Xbty4QYECBXB1deXEiROxpu/QQc3KlSqsrQW1agmaNdPi7HyD/Plzmlzuq1evzoEDB7h+/Trp0mWjdGkNV64o/POPlg4d5PVcin+mBhK//+jGT+6331TMmaMmbVrBtm1aEnI87fTp03Pw4EFat27Nzp076du3b4TZ4BQFxo/XkyoVDBqkpmpVNRs36qhY8ce+6Ol0Ojp16kRwcDB///03mTNnJnPmzNSrV4+tW7eycOHCRDF2UfjgzqtWrTIriAiwYYPCjh0qChcW/PqrrLx8rxRFoWXLlgwZMoQ1a9YwYMAAANKlg7599Ywfr2biRBWTJsnvUIpbQgimT5/O4MGDUalUDBs2jKJFi37RtsLCDDdMkyerEEKhf38do0bp+RY9XFu1asWqVas4ePAgixYt4pdffok2bdmygk2bdNSvr6ZVKzXr1+uoVSvm30O9Xs+8efMYNmwYgYGBFClShH/++SfSZBrhwcONGxU2b/4veGhtLahQQU/atJA6tSGw5+//EW/vm1y5co/AQD1gi41NSlKkcMbWNiXBwWoCAwXPn+sIC7MA4uKhbHgTwQ///xv2/1cQ4AgsQa3OiE5nx5kzcOZM1FuxtjZMHufkpMfJCdKlEzg5gZOT4MqV/UyZEsz16/UoUUKwdKmO6tW/XX3j1atXzJ8/n3/++cc4dET58uXp3bs31atXjxBkFsIwEdmRIwqHD6s4dEjD8+eZAShQQNCtm45mzcQXj3ndtm1JMmTYy9ixfalf34ciRRYyYYKKTp3U6HQ62rX7sethksHdu3e5ffs2Hh4ecRJEfPQIJk1SkSSJYPRo2V02vimKQrt27Rg2bBgrVqxg8ODBZq3furWecePULFumkoHEOBI+pEj79u1jTXvwoMLKlSqyZxecPGnoiqzT6bl507zrr4eHBwcOHODIkSN06JCNVau0lCqloXdvNbdv6xk0SC+7OUvfBdki8Tu3ZYvCH3+o2bZNS5YsCZ0bg7CwMAoXLsytW7fw8vKKcnbi5csVunRRkywZXL+uJVmy2LebWJ9WTp48mWHDhlG1alW2bdtmLId+fn4UKFAAOzs7rl27RvLveNCiixcv4urqSsGCBTlz5oxZ59KrV4ZuL2/ewMmT2jgfl+xH963L/ePHj8maNSt58uTB29vb+F2/fw+5c2sICIDLl7+f642U+IWEhNCjRw+WL1+Oo6Mjq1evxsnJyawy/+EDnDmj4OWlsHWriosXFdKmFSxerKNSpW9bjfH19aVIkSJYW1tz6dIlnMKnW4zGzp0KjRurUalgyxYdlStHnd+rV6/SrVs3Tp06hY2NDSNHjqRXr17GFu0xBQ+rVhU0bKinZs3oJ5bR6/Xs27ePefPm4enpiV6vx8bGhvLly3PkyBE+fPiAIYhoS/XqjRk/fgZ6vQ1+fs/ZvHkPu3Yd5c2bEMAOS8vkqNUOqFT2KIoDimIP2P3/ZYMQtghhi15vg15vg05njU5nhRCGaK+FhZ706RWcnIQxQJg2rSFAaAgcGv4mTUq0XbmCgoLImDETWm1fQkNHotMpDB2q4/ff9cT3pXT69On88ccfBAcHRzuZ1f37/wUOjxxRePjwvwOxsxO4u79lwABb3NxUcdJd7fOxR4OCilC7tprAQNmS5Wcxb948+vfvz/Tp06lSpYpxCBQrKytSpUoVYwvqqLRpo2btWhWTJuno2/frAlOJtY7/rT179owsWbKQOXNmrl69avZ3VqmSYQLMs2fDZH38K124cAEPDw/UajX3798nSZIk0ab9+BGKFtVw+7bC3r1aPDwM596XlPvTp09TtmxZmjZtyooVKwDYulWha1c1/v4KKVIIhg3T07mzHjPn5JEkk8iuzT+QsDC+SUsLc/z77780btyYcuXKsW/fvig/+2HDVEyerOa333RMmBB7BSQxVjKuXLlCyZIlsbGxwdvb29hVNNyIESP4888/43TQ6/jQrl07Vq9ezbJly2jevLlZ67Ztq2bNGhWDB+sYPVo+ATVXQpT78G4Tn0908c8/Knr3VtOsmZ7ly2XrA+nrPX/+nCZNmnDy5Ely5crFli1byJIlS6xl/ulT8PJSjC8fHwWd7r/fmRo19Myfr0uwMeD+/PNPRowYQePGjSO0zI/O5s0KLVuq0WigRw89/fvrjWNY6XQ6xo0bx4QJE9Fq7SlevCmtWw8nJCQtDx7A/fsKDx4o+PnB27fmBQ+j8+DBAxYuXMjixYt58eIFyZMnp0uXLtStW5euXbvi4+NDwYIFSZ8+Pbt370av12NlZUWjRo3o3LkzJUuW/KI6V1iYYYI2e/voA4Tm6NGjBwsWLGDo0D0sWlSZ588VKlXSs2yZjk9GXvliWq0WlUoV4WZ++fLldOrUCUdHR3r16kXnzp1JnTo1T57A4cP/BQ79/P47QBsbgZubwN1d4OEhKFRIy927cX/d37RpE82bN6dy5crs3LkTLy9D9/rAQIVfftHRsaOewoXj5rOXvj/t27cnLCyMTp06kTJlSmMgUafT4ejoSMaMGU0OTHl5KXh4aMiZU3DhgvarAxaJsY6fUBo0aMCOHTvYv38/5cqVM2vd5csVOnXS0Lu3jilTZJ38Sz19+hQ3NzceP37M4sWLadWqVYzp//hDxYQJalq31rNo0X/15y8p91qtljRp0mBra8uDBw+Mv7Vv38LEiSpmz1YREqKQLZtgzBgdDRvGz7jQ0s9LBhKleCWEwMPDg5MnT7J169YoJ+V49w7y5DG0cLp0SRvr2FWJrZIRFhZGmTJl8Pb2ZtGiRbRu3TpSmg8fPuDi4sKTJ084c+ZMhNYK34uHDx+SK1cu0qVLx/Xr182aAXPHDoUGDTTkyiU4d077XQx4n9gkRLkPH+ft8xnowsIMrUtv31Y4dSqMIkW+SXakH9TFixdp2LAhDx48oGrVqqxcuZKkSZNGKvN6PVy/Dl5eKry8FE6eVLh7N+LveZ48gtKl9ZQqZQjIZMuWQAf1f6GhoRQvXpxr166xbds2qlWrFus6GzYYJk1780bB3l7Qtq0erRaOHn3A9esfgMxA9N0RnZwExYt/efAwuuPw8fEhX7582P2/X+2HDx/o2LGjcSKcnDlz8ssvv9CqVStSfGcDqJ47dw43NzcqVqzI4sW7aNlSzfHjKtKnF6xapcPN7curuP7+/lSqVIk3b94wZswYWrRowf79+6lXrx6WlpZs2HCUN28KGlsd+vr+V2atrAQlS/4XOHR1FRF+H+Prui+EoHTp0pw7d47du3dToUIFTp5UaNBAzevXhvy5uAjatTPMGionZPhxvHr1ihEjRvDmzRuGDx+OtbU1KpUKRVEICgoiODiY5MmTmxRM1OuhVCkN3t4K27ZpqVbt628VE1sdPyFt376dhg0b0rJlS5YsWWLWuoGBkDGjBhsbuHfv6wPAP6Pg4GAqVarEmTNn6NevH3/++WeM6a9eBVdXDUmTGnr0fHpd/dJyX69ePTw9Pbl48SJ5Ppu99MEDGDFCzerVCkIoFC+uZ8IEPWXKJOqQjvQdkYFEKd6dPHkSd3d38ubNy/bt29m8eTOenp40a9bMOJbE/PkqevZU07ChnjVrYm7hlNgqGWPHjmX06NHUqlWLTZs2RVv+1q1bR+vWrXF3d2fv3r3fXTkdOHAg06dPZ8qUKfTu3TvW9A8fwubNKjZuVDh9WoWiCI4c0VGyZKK+lCSYhCj3gYGBZMiQAQcHB/z8/CJMBrRli0LTpho8PPTs2SNniPteBAYG8ujRI8LCwsifP/93dx353NatW2nXrh1BQUH07duXP//801i+Py3z8+ZZMGqUijdvIgZhihUzBAzd3ASlSgm+x5EhvLy88PDwwNnZGR8fH2MgLiYBATBzpooZM1S8e/fpd6glXTpBtmxqnJ0hUyaBs7MgUyZwdhZkzMg3fVCj1+tZv349Tk5OlCtX7rstb+ETSF25coVbt26RIUNmhg9X8ddfatRqwejRevr108c4S2ZUQkJCqFGjBseOHTMuK1CgArdupSUkxI0MGVrz8OF/3dw0GkOQNzxwWLKkYTKa6MTndf/w4cNUqVKFIkWK4OXlhUql4uNHQ9e4ZctUHDxo+DAsLAS1axuCipUri3jvDi7Fn6CgIE6dOsWgQYNwdnZm6tSpkc7ZDx8+EBISQpIkSUiRIgWWlpZYWloag42fWrJEoUsXDTVq6Nm6NW56JyS2On5C0mq1ZM2alYCAAB48eEBSMwfE++UXwziJ69drqVdP1s3NIYSgQ4cOrFq1iho1arBp06YYy6teDxUqqPHyUrFokTbS5FZfWu6nTZvGoEGDmDFjBt26dYsyjbc3DB2q5sABwzW9dm0948bpyJ3b5N1IUpRkIFH6Jpo0acLWrVsjLMuWLRvXr18HQKs1jBlx/brC4cPaGFsHJKZKxvLly+nSpQtJkybFx8eHtGnTRptWCEHFihU5fvw4a9asoWHDht8wpzF7/fo1OXLkQKPRcPfu3WgH5378+L/g4cmT/92RFSmip08fPc2bJ+rLSIJKqHLftm1b1qxZw/bt26latapxuRDg7q7m1ClVnLVEkKInhODNmzc8fvzY+Hr06FGEfz958oSAgADjOr169WLq1KkJmOvoCSGYMGECI0aMwMLCgjlz5tCuXbsIaXQ6HTdu3GTLlryMHm2BnZ2gQgVD0LB0aUHhwiLRtG4O71r722+/MWHCBJPX8/c3dIO9c+cUw4a1oG7d4mzYsCYec/rjmjVrFv369WPYsGGMGDECMLSW79jR0PqzUiU9VaoIkic3BKRTpABHR/H/v6D5bNpBIQRt27Zl7dpdFCjQm7x5e7BjxwcCA//rVqFWC4oW/S9w6OZm3kQp8X3dr127Nnv27GHt2rU0aNAgwnv37sHy5SqWL1fx4IGh3pw+vaBlS8OYW5kyxXl2pHik0+l49OgR69atY/jw4UybNo3atWtHmTYoKIiQkBAURUGlUqHRaLCwsMDKygpra2usra0JDrakSBEbXr9W8PbWkjNn3OUzsdTxvwdDhgxh6tSpzJ49m86dO5u17vHjChUqaKhVS8/mzXKYGnNMnTqVIUOGkCdPHo4dOxbjuIgACxcqdO+uoUIFPbt2RX74/qXl3tvbmxIlSlCvXj3Wr18fbTohYN8+hcGD1Vy5oqBWCxYt0tGihay7fy4oKAghhEkPfX92MpAofRO+vr6ULVsWJycnmjVrxtatWzl//jy+vr44OzsDsHu3Qp06GjJnFvz2m6E7TVQP1xJDJUMIwdSpUxk6dCi2trZs2rSJihUrxrqet7c3JUuWxNHRERcXFywsLKJ8WVpakixZMvr06RNjcPJrvX79mjlz5jB37lz8/f0ZOHAgY8eOjZDmyRND8HDTJoUTJ/4LHhYuLGjUSE/DhvpYu6tLsUuocr93715q1aoVZdeZ8LGR8uUzdFn/Tk/HREsIweHDh5k6dSrHjh3j48eP0abVaDSkS5eO9OnTkz59ek6fPs3Dhw+ZN2+eSbMIfitCCM6ePcvEiRPZvn07qVKlYv369ZQuXTpSWq1WR48e71iyJDWpUws8PbV8h6M+mOTt27cUKFCAly9fcvLkyUizK8emVq1a7N2794vGwpIMXr9+jbOzM2nSpOHWrVvG6+iDB9CqleGhSEySJhURgouPHl3m2rUwoAhgWFdRBNmyvSNv3ud07JiV0qUFsdxfxii+r/unTp2iXLly1KhRI9LD3nB6PRw6pLB0qYqtWxVCQgyD+J86peX/1TfpOyeE4MWLF7x+/ZrWrVtz5coVTp8+HePkfjqdDq1Wi06nQ6fTodfrjWMpBgSo2LPHgcePLciUKRmjRtnGWV4TQx3/e3Lz5k1cXFwoWrQoJ0+eNGtdISBvXg337hm6N6dJEz95/NF4enpSv359HB0dOXHiBNliGUPl2TNwcdEQHAwXLmjJkSNymi8t93q9HicnJxRF4fHjx7Guq9PBypUKvXoZ0h05ouWTIdAl4NGjR7x584ZMmTKZ3cr3Z2NqIFET7TuSZIIcOXLw7Nkz4//DwsI4f/48R44coU2bNgBUrSpo317PkiWGiRwGDVLRsKGgY0c9bm6JZ4BYvV7PwIEDmTlzJilSpODff/+lePHiJq1buHBh+vTpw/Tp0zly5Eis6b28vDhw4ECELqdx4fHjx8yYMYMFCxbw4cMH7Ozs6Nu3L8OGDQMMExxs2WJoeXjihGHsDYCCBf8LHmbPHqdZkhJI+fLlsbS05OzZs5Hec3MT1K2r599/VaxcqdC2baJ+3vTd0Ov1/Pvvv0yePJlz584BkClTJrJkyUL69OlJly4dGTJkIH369Ma/qVOnjjCe1aVLl3B3d6dnz57kzJkzykDdt/T+/XvWrl3L/PnzuXjxIgAuLi5s2rSJzJkzR0r//Dn062fB+vWpSZdOsGePlly5vnGm41CyZMmYOnUqLVu2pFu3bhw/ftzkm4WbN2+yd+9eXFxcKFu2bDzn9MeVIkUKateuzaZNmzh48CCVK1cGIFMmOHBAx5Ejep4+BX9/BX9//v8y/Pv1a4U3b+DFC7h7N/w8M0x1mjt3CJUra3B3F5QtK3B0tAWyAN//9bBEiRI4Ozuzf/9+AgICorxpUqmgYkVBxYo63ryBCRNUTJumpkkTDYcPa2Psmi19HwIDAwkICODNmzdcvnwZFxeXGIOIAGq1OtI1Sq/Xs327HaNHp8LSUk+zZk+pU+cOb95kwNHRMT4PQYpGrly5KF26NCdOnODSpUtmjbGuKNC6tZ6RI9WsXq3i11/lpCuxuXbtGq1bt0alUrFmzZpYg4gA/fqpCQhQGDVKF2UQ8WuoVCrKly/P5s2bOX/+fKz3m2o1tG0rUKl0dOyooVkzDSdPar/LYWESghCC4OBgtFotjx49wtraGqvE0vXlO2bmqDGSFLPy5csDcOjQIeMyRYF583RcvRpG//46kiSBlStVlC+voUABDdOmqXj5MqFybJrQ0FDatWvHzJkzcXZ25vDhwyYHEcNNmjSJt2/f8uLFCx4/fsy9e/fw9fXl2rVr+Pj4cPbsWU6ePEnlypU5efJkhEkwvpavry9du3YlZ86cTJ8+HUtLS4YPH87t27eZNGkSlpY2/PmnimzZNPTtaxis3sUFRo82fG9nz2oZNEgGEX8kFhYW5MyZkzt37hAcHBzp/bFjdajVgpEj1QQFJUAGEwkhBE+fPuXQoUP8888/9O3bl2rVqpEjRw4qV67MtGnTuHbtGsuWLaNAgQI0bdqUc+fOUaFCBXbt2oWvry/79u1j6dKljB8/nu7du1O3bl2KFi1K2rRpIwQRAwMhMLAgTZseIyxsHpUr29Os2UdWr1b45HnON+Hj40OPHj1wdnamR48eXLx4kfLly7N69WpOnjwZKYio08Hff6vIn1/D+vVqMmcO5sCB0EQdRAzXqFEjqlevzvnz5/n7779NXi88bc+ePWWPiq8U3jr389bVFhZQqZKgdWtBnz56Ro3SM2uWnlWrdOzapePMGS2+vlr8/bVs27YHtToDNjau7NlzgUuXVEydqqdOHUFii6UoikKDBg0IDQ1lx44dsaZ3dIQJE/TUravH29swKVDi7q/0YwsNDeXVq1c8f/6csLAwTp8+DfBFrZo/flQYPjwN/fqlIyhIQ7du7+jZMwwLC8HDhw/x9/eP6+xLJgq/rg0cOJBr166ZtW7r1noURbB8uUqey7F4/fo1DRs25P3790ybNs14LxuT3bsVNmxQkTevoF+/+AnUVq9eHYBdu3aZvE7r1oKuXXX4+Sm0a2eYzE4yNHTS6XRYWFgQGhrK/fv30csP56vJrs1SnAoNDSV16tQ4Ojpy9+7dKL+TsDDYuVNhyRIVe/Yo6PXK/wf91lO9uh+tWmX4rro9vH//nmbNmrFv3z7y58/Pjh07SJcu3RdvTwjD2JHBwRASEvn1+PEr2rTpzIcPWqZM+Ys2bbJ/cRcqb29vJk+ezKZNmxBCkC5dOvr27UunTp2M4yE+eQLt2qk5fFhF8uSCXr30NGqk/yFu8BODhOzu07p1a9atW8fZs2cpWLBgpPd79VIxb56aMWN0DBr0c//garVa/Pz8uHHjBjdu3ODmzZvGv5+OXxjOxsYmUpdlRVGoW7cuAwYMwNXVNcb9BQSAj4+Ct/d/r5s3MbYSjkrHjnpmztRhxsTrZgkKCmLDhg0sWLCAM2fOAJA8eXLatm1Lx44dyRnNYFpnzhi623h7K1hbCwYN0lKz5nVcXHJ+V9f6r3Hv3j0KFSqESqXi4sWLZMyYMcb0AQEBZMmSBUtLS/z8/LCRzb++ik6nI2fOnDx//pz79++bPbv0lStX8PDwIDAwkE2bNlGzZs14yqnBt7junzlzhjJlyhhba5ri3TsoXVrDzZsKs2bp6NLl577uf29CQkIICAjg3bt3hIaGotfr0Wg0DB8+nG3btrF27VqKFStm8vZu3bKgT5+0+Ppa4uwcyowZz8mfPxQwtFJ89+4dYGg5nyxZsq/Ku+zabL4PHz7g5uZmHHe+Zs2aDBgwADc3N5PWr1FDzf79Kry8tBQrlqhv9+NNWFgYtWrV4tChQ3Tu3JnZs2fHus6HD1CokIb79+N3/P9nz56RKVMms7u3h4ZCxYpqTp9WMXy4jj/+kNfxwMBA7t+/b2yRHRgYiKOjI2nTpsXKykrGkD4juzZLCcLS0pIyZcqwd+9efH19o7yxtLCAevUE9erpePgQli1TsXSpis2b1WzenJ2PH8Po2jUBMh+FFy9eULduXc6fP0/ZsmXZtGmTWZUpIeDGDdixQ8X27QoXLyoEB8ccDAAnYDsAv/0GY8fqGTRI0LWr3qSuRkIIjh8/zqRJk9izZw8A2bNnp3///rRs2RIrKyv0esPN/dathoDu69cK5crpWbZMR/r0Jh+elMjlzZsXMHTpiCqQOHy4nlWrVIwcqeLECYWmTQ2tcxwcvnVOE9acOXMYMmRIlC0306dPT9GiRcmdOze5c+cmV65c5M6dm7Rp03Lnzh127tzJ/v37yZAhA3369CF3FNPpvX5NhIChj4/C7dsRrxEajaBAAShcWE+RIoJChfT89VcXtm69Q86cPQgNbcyiRSoeP4bVq3VEM2/SFzt9+jR169Y1tk4pXbo0v/zyCw0aNMDa2jrKdV6/ht9/V7FokQohFGrU0DNtmo5MmXTcvPlj3dRkzpyZESNGMGjQIPr27Rtj4Objx4/06tWLwMBA+vfvL4OIcUCtVtOmTRvGjRvHmjVr6Nmzp0nrabVa1q5dy/Dhw3n37h0zZ86M9yDit+Lq6krGjBnZu3cv7969i3XSAIAkSWDDBi2lS2v47TcVBQoYZk2XEo4QIkIAMSwsDCEEarXa2Iji+PHj2NvbR/k7HvU2YcMGB0aPTklwsIo6dd4zevRL7O3/+65VKhVJkiQhICCAp0+fkiRJkggt5KX4Z2dnx9mzZ1m7di1Tp05l586d7Ny5Ezc3N/r370+NGjVi/E7attWzf7+KJUsUGUiMRv/+/Tl06BDu7u5MmzbNpHXGjFHx+LGga9cw3NziLwCVNm1aihQpwvnz53n+/DlpTBzs0tIS1q7VUaKEwtixaooVE9So8XN//yEhIej1eqysrLC0tESr1fL27Vvev3+PlZUVtra22Nvb4+DgYFLAVwghg4/IFolSPJgyZQpDhw41a6YxnQ48PQVt2qgJDlaxY4eOihUTtmj6+flRs2ZNbt++Td26dVmxYkW0N8xRef0a2rZVs3fvfz/yWbII7O3BysowK6mVFVhbGy764f8Pf+/Qod1cvfoItbo9Op0l6dMLhg/X0batiDTLJBjOBU9PTyZNmmR8clWwYEEGDhxIgwYNEELNsWOG4OG2bSoePzacLxYWgqFD9QwerJeTaiSAhHxK/++//9K4ceMoJ9sJt3WrwtChamNgy8ZGUKuWoFkzPVWrCiwtv2WO45YQgoCAAJ48ecLTp0958uQJyZMnp0aNGsbfk+XLl9OpUyeSJEmCu7u7MWAYHjQ05eb8U8+eRQ4a3r8f8bfLykrg4mKYvbhIEcPffPmINJNxUFAQFSpU4MKFC/z221hOnRqCl5eKIkX0LF9uGLMnLn4WX716RfHixXn06BFdu3alS5cu5MuXL9r0ej0sW2YoN69fKzg7C/76S0ft2oZr+o/aMkWr1eLm5oaPjw/r16+nXr16kdLcvn2bZs2acenSJXLkyMHBgwdNvjmQYnbv3j1y5cpF/vz5OXfuXIx1wvAA4vjx47l9+zaKojB48GBGjRr1TfL6rc6BAQMGMGPGDJYvX06zZs1MXm/rVoUmTTQ4ORkmX3FyircsStEIbxESEBDA+/fvCQsLAwwTcFlZWRkDSFeuXKFevXpUrVqVOXPmxLrd9+8V/vgjFdu3O2BtrWfkyFc0bPg+2t+KkJAQAgMDyZQpk9ktfT/1o173vxW9Xo+npydTpkzBy8sLMDwM7tevH82aNcMiiq4IwcHg7KxBp4MHD7TYxt3cOfHi6dOnODg4GHtMxbcFCxbQo0cPsmTJwokTJ0iZMmWM6fV6PT4+QQwfHkr27B/p1OkDGTKkjHVyo68p9yNHjmT8+PEsXLjQOPeAqY4cUahWTY2DA5w8qcWEYR9/WOETrdjb2xu/h7CwMEJDQ42TTymKgkajwcbGxhhUtLa2jlCXEEIQFBSEv78/jo6O36ysfmty1mYpwZw/f55SpUrRsGFD1qxZY/J6Op2OhQuf0KdPFpIkgWPHEm4Q/osXL1K7dm2ePXtGp06dmDVrllk/AFeuQKNGGu7eVShSRE+bNoKaNfVmzYT47t07XF1d8fMLoUqVExw44IxOp5A9u2DUKB2VKgnevIHXr3X8++9R1qzZxcOH7wFHMmZ0IX/+ciRJkpG3bxXevgVfXwV/f8M5Ym0tqFLFMKFGzZpCDsabgBKycn379m3y5s1LrVq12Lx5c7TphABvb1i7VsW6dSqePjWUI0dHQYMGhqBi2bKC76mxwvv37yMECJ8+fWr897Nnz4z/jmrG5NKlSzNjxgzu379PkyZNsLa2Zu/evbF2R/6UEPDoUeSg4ZMnEX+nbG0FBQsagoXhrzx5MLl78qNHj3Bzc+PZs2esXLmJDRvq8e+/hi/C0THidgsXFmTLhlnfk16vp379+uzatYu+ffsyadKkaNMGBcH58wrDhqk4dUqFhYXgt9/0DBmij3AD8yPfUJ4/f57SpUuTKlUqPD09cXFxMb63bds2OnbsSEBAAA0aNGDBggU4/GzNe+NZ9erVOXDgACdPnqRo0aKR3tfpdMYAoq+vL4qi0LhxY4YOHWpsof0tfKtzIHz25rp167Jhwwaz1v39dxUTJ6pxc9Ozd68uUT80Smy0Wi3Pnz/nw4cP0QYQw82dO5e//vqLsWPHxhosvnHDkh490nD/viU5c4YwY8ZzcuQIi3EdIQRv377FysqKnDlzfnGrxB/5uv+teXl5MXnyZHbu3AlAxowZGTt2LM2bN4+U9tdfVcyZo2bRIi2tW3+/t/x37tyhaNGiWFtbM2jQILp27RqvrfWPHDlC9erVsba25tixYzE+HAXDefDs2Qvmzg3h0iVb6tR5T7Fihq7/6dOnjzYI+bXlPnyICnPvqcNNm6Zi0CA1BQoIjh79/oPJ8UEIwZ07d2IMjAkhCAsLIyQkxDibvUqlwsrKCjs7OxwcHLC0tDS2YgwLCyNp0qRkyJAhAY4o/slAopRgdDodadOmxcLCgkePHplc6Qi/2O7Zk5dBgyzInl1w/Pi3n3Hq6tWruLu78+7dO4YPH87vv/9uVtnauVOhdWs1gYEK3brpmDJF/8Vjlnl5eVGhQgVSpkzJxo0XmT07NevXf1klztFRUK2aoF49PVWqCOzsvixPX0MIQWhoKBqNBpVKJc9ZErZyrdPpcHR0JH369MYxeGJfB44eVVi7VsXmzQoBAYbvMGNGwfLlOkqXTriflH379jF06FDu3LlDYGBgjGltbW1Jly4d6dKlw8nJiXTp0pE2bVp27drF4cOHjeOoCCH4999/qVSpUrTbEgL8/IgQMPT2Vnj5MmL5TpJEUKiQIaBXqJChtWHOnHx1S+CTJ0/i7u5O6dKl2b//ELNnqzhwQOHCBYUXL6LOg6F7tOFvjhzR52Hy5MkMGzaMEiVKcPDgQSwsLNBqwdcXrlxRuHr1v9edO/8N21Cxop7p03VRPgz60W8ox48fz8iRI0maNCkbN26kdOnS/PHHH0yZMgWNRsOECRPo1auXvP7Fg7Vr19KmTZtIY13pdDrWrVvHuHHjjAHERo0aMXTo0FhvIOPDtzoH9Ho92bJl4/Xr1zx58sSs1hM6HdSpo2bfPhXdu+uYPl2Os/Wt+Pv78+zZM4QQWFhYYGlpGW1dunnz5pw9e5YjR46QPoaxafR6qFIlI/fuWdKsWQDDh7/G2tq03+u4aJX4o1/3E8LVq1eZOnUqa9euRQjBkydPIs2yfekSFCtmQZkyeg4e1MVrfh4+fMiGDRsIDg4mLCyMsLAwtFqt8d/hLcCsra359ddfyf7JDI6//PILy5YtQ1EUhBCkT5+eOXPmUKNGjTjP5927dyldujT+/v5s2rSJWrVqxbrO27dv2bXLn8GDM5E9u5aFC5+hKIaH1nq9HicnJ1KnTh1pva8t9zqdjowZMxIWFsaTJ0+ibHkaEyGgRQs1mzapaNlSz+LFujjpqZKYhIWFcefOHXQ6nUkPb4UQ6HQ6Y3kNn5Ql/LMP79acLFmyr5oz4XsmA4lSgmrYsCHbt2/n3LlzFChQwKR1wi+2OXPmolcvSxYtUuHhoWfnzvibPCAqvXr1Yt68eYwfP57+/fubte6NG1C8uAatFmbO1NGp09efXn/88QcTJkygZs2abN68mYsXFSZNUvPqFXz8+IzTp3eRJo019et7kCdPWpImNcwwmSwZJEv237/N6JX9RUJDQwkJCQEwVnjDg4V6vZ4PHz4QGBhoTKPRaLC0tMTa2hpra2ssLS3RaDSo1eqf6lxO6Mp18eLFuXjxIm/evMHWzEeVISGGmevWrFGxZYuCnR14euooWfLb/qwEBwczfPhwZs6ciaIoZM6cGScnJ2OA8PN/p0uXDgcHh2ifSq5fv56BAwf+v5XfSho3bmx8X683BNE+DRh6eyu8fRtxW8mT/xcwDO+inDWrea0BzVGoUCFu3Lhh7J5tOBbDZEoXLhjyGP43vEVpODu7//IZ/sqdG06fPkGlSpVIkiQNY8ac5+TJ1Fy6ZJj0JTQ0cnfs3Lkhf37DxFn164toK6sJXea/hblz5/Lrr79iYWGBi4sL58+fJ126dKxevdrkgfIl8wUHB+Ps7IxOp2PSpEmkTJmSN2/eMHnyZG7dugVgDCDmz58/wfL5Lc+Bfv36MWvWrC/qGvf6NZQqpeHePYXp03V07y6DifFNCMH9+/cJDAzE1tYWTVRj2fzf+/fvcXV1xdnZ2TgmdnS8vGxo0yYdFSt+YN68Z2bn6WtbJf4M1/2E0qNHDxYsWMD+/fujnLm7VCk158+ruHIljGjmRIsTDRo0MGmWeDB0yz59+jRWVlbcvn0bFxcX0qdPz/79+5k8eTKLFy8madKk3L9/H6vPx3X5Cu/fv6dcuXJcvXqVsWPHMnDgwFjX+fjxIzduPKFnz9RcuZKMXbsekiGDFjA8rAkMDESr1eLs7BwpkBsX5b5du3asXr062u83Nu/fGybRunFDYeZMHV27/lzX8Q8fPuDn54eFhcUXtXLV6/XGQLharcbKyoqQkBAcHBx++kCinGxFihfly5dn+/btHD582ORAYjhFMQTh7tyBw4dV9O4Nc+d+mycoOp2OrVu3YmdnR48ePWJMq9Vq0Wq1CCH+3yRaMGyYCmdn6N9fQ9u2cRP9/P3339m3bx87d+5k0aJFdOrUidWrDU8VPTwaA16sX3+EUqVSA9/+xyF8Zj9/f3+CgoKMT2rCX+HCPyeVSmVsQh4UFGR8X6VSodFojAFGBwcHkiVL9lMFFRNCvnz58PHx4caNGxQpUsSsda2soG5dQd26OpYsUejSRUOtWmp27dLh6vptgom+vr40bdqUK1eukCFDBpYsWYK7u/sXb09RFJo2bUqtWrV48uQFISFZWLHiv6Chj49CYGDEMpk6taBaNX2EoGGmTHEzPqGpatSowbVr19izZ4+xe5OiQPr0kD69MI5PCPD0qWFG6PDAore3wokTKk6c+G971tZ6dDoHdLr1fPxYh549DdUFlUqQPTvky6cnXz5B/vyCfPkMXaZjuN/96XTv3h0nJyfatGnD+fPn8fDwYMWKFXI8xHhmbW1Nq1atmDVrFl0/m7WtYcOGDBs2LEEDiAmhWbNmzJo1i86dO3Pu3DlGjhwZ45hen0qRAjZv1lK+vIZff1WRJo2gYcNE3f7guxcUFERwcDAqlSrWwMOpU6fQarWULVs21u2uXWsYz7d583dm50lRFGxtbQkMDOTp06ckT5480thhUsIJn2Tn4sWLUQaaOnQQnD8PS5ao+PPP+LlPeP36Nbt378bZ2ZmJEydiYWER5Su8Vf7mzZsZPXo048aN488//0Sn0zF48GAyZ87MnDlz0Gq1LFmyhJ07d9KgQYM4yaNer6dt27ZcvXqV5s2bM2DAgFjX0Wq1vHjxgtWrbTl71pHBg18bg4hguHext7c3jrft4OAQY/D/S1SvXp3Vq1eza9euLwokOjjA+vWGSbT69VNRqJD45g/8E1L4RCtf+r2Ed3GOy4D2j0JW+6V44eHhAcChQ4fo3bu32etbWBhmnCpTRmHRIhW5cwv69In/INmJEyd4/vw5jRs3jvKphRCC4OBg3r17ZxwjQa/Xo9frOXXKmhQpbGnRIpRixT4SGpodyzgYVMjCwoKlS5dSvHhx+vfvj7u7Ozly5MDLywsvLy9Kly5NqVKlvno/XyI4OBh/f3/jOD5qtRqNRoNerye8sXP43/AKxKcV4/Dm45++wsLC+PDhA2/evOH169c4OTlhlxD9sH8S4eOCXb161exA4qfatxeEheno2VNNzZpqdu/W8hWbM8mJEydo2LAh/v7+NGrUiDlz5kR6GmyqoCC4fl3h0qXwLspJuHQpKR8/RrxRypBB4OGhN7bcK1JE4OT0bYOGUalRowZTpkzB09MzynGSPuXkBE5OgurV/6tIvnz5X9fsCxdg9+4XhIUVBYpiby9o21ZH48YCV1dh0uzxEtSvX5+jR4/i4+ND69at4/zmQora6NGjKVWqFC9evODVq1eEhITQrFmzCONV/kxcXV1Zu3Yt/fv3559//mHDhg2MHj2aDh06mNRCJn9+2LRJR40aatq2VZMqlY5y5X6em9Bv7f3792i1WpMCdceOHQOINZD4+rWaffvsSJcujLJlg2JMGx1LS0ssLCx49eoV/v7+WFpaYmdnR5IkSbCxsUGj0cjAYgIJb7Bx6dKlKN9v0kRP//4qVq5UMXr0lw+3FJP/sXff4VGU2wPHv7Mtu+k9IaQnVJUioCIIYgPELnoVULGhiNfeC5Z7FVGUYkcUBURFBa8FQVFsYAEEBZUSqgEChPSydeb3R34zJhDIJtmQhJzP8+RRdndm32xmp5w57zkffvghXq+XESNG1Bn4e/HFF1m2bBnPPvssXbp04e233yYtLa1GxvRVV13FzJkzmTVrVsACiZ9++imffvopvXv35pVXXqlze/V4POzZs4dff/Xw8ssZdOniZvTo4oNeZzKZCAsLo6ioiF27dpGamhqQ8erOPPNMTCYTixYtYsKECQ1aR+fOMGOGj3/9y8Jll5n5+WcvbeW+ZmVlJYqiSCZ0E5CzWtEkjjnmGOLi4vj+++/xer0NuoCKjoaPPvLSv7+Fe+4xceyxWpN3ctYbThx40NKn5hYXF1NeXo7XW3U3SlEUTCYT69eHcscdGYSGqnz44SZcrqoAW2JiYkDG1alTJ55++mn+/e9/M3r0aL755hsmTZoEUO/p14Hg8/lqFJz1er1GHZ/6nEjqHbIO3D70gG15eTmbN28mNjaWdu3ayUlqE6geSGysMWNUvF647TYzQ4daWLzYS48ejV5trd59912uu+463G43EyZM4I477vBr+3C7YcMG+PPPf2r7/fmnwpYt/9T302VkaPToodaY8ltLCZwW4aSTTiIqKoovvviiQfvcuDg466yqJkwTJkxgwYJH6NNnMFOnLqBHD4tkGzZQz5496dmzZ3MPo00JCQlh+PDhzT2MFuWiiy5i8ODBTJw4keeee45x48YxY8YMpkyZ4teNyAEDNN56y8eIEWYuvtjM1197aaNx2Sbl9XopLS0FqLMWmqZpfPfdd9hsNk444YTDvvbDD8PweBT+9a+SBtfkVRSFsLAwo+ad2+3G6XRSVFSE3W7H4XDgcDiMcjUNbcoi6u/YY49FUZRDBhIjImD4cI3Zs00sXKhw/vmBv5aaO3cuQJ03MgFiYmJ46aWXuPjii7nmmmsAuO+++2okX/Tt25fs7GwWL17M7t27aReA1vGzZs0CYOLEiXVOcXU6nezZs4f9+8u5996OeDwmnnhi3yHPhSwWC3a73ejmG8hGatHR0Zx00kksX76cWbNm1btEhe7CCzXuvNPHs8+aGTnSzKJFvqP+3E6/ngTkGrIJyF5eNAlFUTj11FMpKSlh9erVDV5Px44wd64PTVMYN85MLQ1WA0ZVVRYsWEBwcDBDhw4Fqu5GFRQUsH37dnJzcykqKsLn82G1WgkJCSE0NJRduyK5++40XC4z//1vPsnJQVgsFgoKCghkCdIxY8YwdOhQVqxYwXXXXcenn35Kly5djLEeCZqmUV5ezu7duyksLMTlcuH1eo2U70DtpBVFweFwEBERgclkYu/evRQVFQVk3aImPZDob7OVutx0k8qkST4KCxWGDrWwdm1AVmvQNI2nnnqKK6+8EpPJxDvvvMOdd9550Lbn88HGjbBggcITT5gYMcJM9+4WIiMt9Opl5YorLDz1lJlPPjGRmwvdu8PIkSoTJvhYtMhLXp6HDRu8vPeej/vuUxk8uOUGEaHqJPass86isLCQn376qUHryM/PZ8qUKTz22GPExsby3nsv07u3BBGFOBqEhITw+OOP89tvvzFs2DBWr17NwIEDGT16NLt3765z+Ysv1njuOZXiYoXzzrPw999HYNBtTFlZmdGQrq7zqV9++YXc3Fz69Olz2KCIqlZNazabNYYPL23U+BRFwWq1EhwcTEREBOHh4VgsFtxuN6Wlpezbt4/c3Fy2bdvG7t27KSoqwuVyNehcWJ+x0spL+R8RoaGhZGVl8ccffxhdvg909dVVs7pmzgz8pf+2bdtYvnw5PXv2pHPnzn4tc+6553LFFVcAkJ6eflBwTFEUrrjiSnw+nxGkbIz8/Hw+//xzMjIy6Nev32FfW1ZWxs6du/jzTzcPPJDGtm0OrriimG7dXIddTq8zvnPnTtxud0C33f/85z8EBwdz3XXX1WgkVv/1qAwapPLddyYefPDoDwP5fD7cbrc0+GwicnkgmsygQYN4//33Wbp0KX369Gnwes44Q2P0aJU33zTx1FMmHnusaaY4//TTT+zevZuLLroIRVHYs2cPpaWlRscms9mM3W7HarUaO6OFC0O47754KipMjB5dxJlnVk0ZsdvtRgZjZGRkQManKArTp0/n+OOP55133gGqiqgfqbu+Xq+XwsJCY9qNz+fDbDYTHBzcZDvnA6cLNEXtkbYuLS2NkJAQ/vzzz4Ct85ZbVDweuP9+M0OGWPjySy//H69sFI/Hw80338zMmTOJjY1l/vz5nHTSSUBVY5HlyxXefNPEb78prF8PTmfN7dJiqepQrNf3038yMxvfObklOPvss3nvvfdYuHAh/fv393u53377jSeeeILPPvsMj8eDxWJh5syZJCcnN+FohRDNISsriwULFvD5559z5513MnfuXD7++GMefPBB/v3vfx+2JMu4cSo7d8KkSWbOOcfC0qVe/Cy3KOqgNzTRNK3OWlzbt2/n5ptvBqgzO+mnnxzs2GHlzDPLSEgIbNde/RxQb0agqqqRsajXwDabzUaTA722eG0lbvQMx8rKStxuN16vF1VVjfpkdrvduGlttVplmuIBunXrRk5ODhs2bKi1Dmy/fhodOmgsWqSwc2dV/eRAeffddwH/shGre+6551BVlZEjRxoZuKoK77yj8NhjZvbvfwAYxMSJO4mJUTjnHI3Y2IaN8b333sPj8TBy5MhDXjdpmsa6dUWsWlXMJ59E8umn8WiaQlqam9tvL6jzPfR6iaWlpeTk5BjlADweD8XFxTgcDmPbre910ymnnMKiRYs477zzuOOOOygsLOShhx6q93osFpg928dJJylMnmymTx+N4cOP3mC9vi+pb7dr4R/p2tzCVW9Q0drk5OTQtWtXzjjjDBYuXFjn6w/X2So/H447zkJJCaxa5cXPG171onc2fO+99zjuuOOM7sJms9noKKzzemHSpBhmzIjEatUYPz6fyy4rMeqkaZpGYWEhYWFhZGVlBXScn3zyCRdffDHJycmsX78+IHUYD0fTNMrKyigsLMTpdOLz+TCZTNhstiN2Iuf1eikuLiYqKoq0tLSj6rveEjoZnnzyyaxcuZL9+/cHdDrGU0+ZGD/eTEKCxpdfNu57W1xczOWXX86SJUvo0KEDH3/8MVlZWXg88OGHCtOmmVi5smo/qShVzT+6dNFqBAw7doQm/ro0q4KCApKSkujcuTNr1qzxa5nly5dz7rnnUlpaSnp6OqNGjWLUqFFkZmY22ThbwjYvRHNqKd8Bl8vF1KlTmTBhAuXl5QwcOJAvvvjisMdYTYNrrzUzZ46Jfv1U/vc/H+HhR3DQR6nKykq2bduGpmmEhoYe8nVFRUVceumlbNmyhbvuuuugpkIH+ve/E/j881Bef303Awc2rD5ifamqis/nMwKH+r9VVSUoKIjg4GAjsOh0Oo3go6pWJQroZYPgn+sgnd6Yz2q1GgHG8PDwJj8XbukmTJjAI488wptvvsmIESNqfc2kSSYeeMDM449XzbQIBE3T6NGjB+vXr2fLli0kJiY2eJ/2008Kd95pYsUKEyaTRkIC7N79z77IbNYYMEDjggs0zjtPrVcw9KSTTuLXX39l/fr1B53f7NkD8+bBn38W4PVWsmJFFBs3hnHKKZWcf34Zp59ejsPhf7jE5XIZSSj6j948Sa8lb7PZiIiIqHeyydq1axk2bBh5eXncfPPNTJo0qUExghUrFAYNMmO1wrJlgbnZ3xIVFBTw999/ExISEtB9RGVlpXRtRqY2t3iVlZXs2LGDvXv34na7m3s49ZKVlUVKSgrLli0zgnINFRsLEyb48HgUbrnFTKDD3/q05qioKI455hhcLhdms5mQkBCCg4NrBBH37zczenQSM2ZEkpDg5Z13dnL55f8EEaHqJCgoKIiysjKjNkOgnHvuucybN48PP/ywyU+c3G43e/bsYc+ePVRUVODz+bDZbNjt9iN68aPXHikqKmL//v04nU5cLpdxsHa73fh8gb3T3pYEenqz7r77VMaP97Fnj8LgwRY2bWrYetavX0+/fv1YsmQJ/fv35/vvvycmJotnnzXRqZOFK6+0sHKliYEDVT74wEthoZc///Ty4Yc+Hn9c5V//0jj22KM7iAhVdXT69u3Ln3/+ybZt2+p8/bfffsuwYcMoLS1l6tSprF+/nvHjxzdpEPFAqqpSWVlJRUUFlZWVVFZW4nQ6a/2Ou91uPB6PUZdVz4wWQjRMUFAQ99xzD+vWraNXr158++23LF++/LDLKAq8+qqPs85SWbbMRI8eFhYuPHpu7jWXkpKSOjNn3G43N910E1u2bOGSSy7hhhtuOOw68/Ormqy0b++hf/8jE0SEqmCfnoUYFhZGeHg4ERERBAUFoWmaMQ26sLCQyspKo2RQaGgokZGRREZGEh4ebiwXERFBaGgoDocDs9mM1+uloqKCgoICdu3axaZNmxp9ndHa1dVwBWDUKBWzWeOtt0yoAZrc9dtvv/HXX38xaNAgQkND2bJlC1u2bCEvL4+ysjKjpvzh7NgBV1xhZsAACytWmDjjDJWVK71s3+7l5ZfnAQPp2XMhHTrA0qUmbr3VTEaGlVNOMfPssyY2bz78+v/44w9+/fVX+vfvb5zflJXB228rnHOOmc6dFb7+Oh+Xy8muXWFcfHEly5dv57XX8jjnnLJ6BRGhar8aFhZmbLtBQUFGQyJVVXE6nRQXF7N9+3Z27dplBND9cdxxx/H111+Tnp7OCy+8wHXXXefXZ3ygPn00Jk9WKS9XOOMMC9OmmQjw5WqLUPn/NdFkNlvTkE+1hbPZbHg8Hnbv3s2+ffsICwszOrnpB2o9W64hqdJNSa+TOHv2bH755Zc6u8rV5corNd58U+Wbb0y8847KiBGBiyauWLGC3Nxc7rnnHrxeLyaTqdYs199+C2LcuETy8iyceGIlU6fuITa29gtZh8OB0+kkPz8/4FMEL7jggoCu70B6pm9BQQEulwtVVbFYLAGtg1hfwcHBuN1udu3ahclkMu5S65249GnQsbGxdU4LEjUdc8wxQNXJVl1F2+vroYeqpjlPmGDmrLMsfP55/TITP/74Y66++mpKS0u58sorufPOl/jPf+y8+aaJ8nIFq1Vj5EiVW27xIT0tYOjQoSxbtozp06dzxhlnGIG5yspKXC6X8e/i4mKmTp2Ky+VixowZDS7e3RiappGfn09hYSE+n8/Ytxzqvwf+vy4kJISkpKQWdfwTojVp3749DzzwABdffDEvvfRSnTXErFaYN8/HQw9pvPiiiQsusPCvf6k895yPuLgjNOijiM/no7S0FEVRDnmDWNM0HnzwQX755RdOPvlkHn/88Tr3eR9+GIbXq3DppQ1vshII+jWLoihGtqW+z/endln1xnz6+Z1+Dqg3qMnNzSUzM7PNHgf8CSQmJsKwYRoff2ziu+8UTj218ddRev3CESNG1LhmKC0tZe/evVitVux2OyEhIYSEhBiJCJoGf/4J77xj+v8glkKHDhrPPONj6FDNSM4YMWII999/Axs2XMLPP/+Mqnbif/8zsWCBiZ9/NvHzz1VldLp107jgApULLlA55hhqJHfMnj0bgFGjruCLLxTmzDHx8ccKFRUKkZFurrxyD8ccU0lmppfMTGdAg0769njg9ZPexHPv3r24XC5SU1P9TtDIzs5m6dKlnH322cyZM4eioiLmzp2L3W6v19iuu04lLw+eftrEXXeZmTLFxEMP+bjiCq1JOns3B5fLVSPDWQSWTG1uBXJzcyktLTWmBkDVjkn/0+lp/voUXJvNRlBQkFGbwWq1NtsXaPbs2Vx77bU89NBDjB8//rCv9Weqz9q1cOKJFqKjYe1aL1FRgRnnvffey8cff8xTTz1FdnY2wcHBB43h3XfDeOyxODwehWuvLeLuu/fX2YSgpKQEgC5durSaKXxOp5P9+/dTVlZmnOgd6QzEQ9Hv5ME/B2f9ZFKfRmOxWAgPDyc2NrZV7BdawhS3xYsXc+6553LrrbfyzDPPBHz9mgYPPmhi0iQzFovG1Ver3H+/SvX4uqZBeTkUFUFxMRQVabzyyju8994iTKZohg0bgaL05ZNPFDRNITpa4/rrVcaOVTlKZxY0yLp16zj++OP9eq3ZbOaNN96od12jxvL5fKxfv57Y2FgjiKhv+wdOY6uN/ryiKPh8Pnw+H2lpaUQF6oAgRBNrCfv9A/l8Pjp37szOnTvJycnxe8rWTz8pjBljZv16hZgYjWef9XH55Rot/NDbohQXF5Obm2vUHKzNCy+8wJQpU8jOzmbevHmE1zGfXFXh9NNT2bXLwnffbQ94fcT60pv1hYSEBPy8TM9qT01NJSYmJqDrbi00TaNdu3aYzWZyc3MP+Rl/9pnChRdauPxylbfeatw2sWbNGvr374/D4eDXX3+lrKwMoEbdTH2KL4DPp7B3r50//wxh1qxE/vijKigcGanx8MMqN96o1hrAmj59OjfffDPdunXjhx9+MAJm27bB//5n4qOPFJYvrzo3BMjOrgoqXnSRRvfuHrKzsygoyKBnz2/46aeqN0hI0LjmmnIGD84jIqIcRcHIeA2kurZ7fTZGREQEGRkZ9fpu7N+/n/POO48VK1Zw6qmn8uGHHzaoPNHff8OTT5p5800Fn08hO1tj/Hgfl16q0Zrjb6qqsnHjRrxeb537y/qSqc1VJJDYCuTm5lJRUYHdbjdqLUDV764HF/XaI/rjgJGpVb0egz5t4Eh9Vn///TdZWVn079+fr7/++pCvq6ysZN68eXz//feMHTuWXr16HfK1991n4rnnzNxwg4/nn298br6maXTr1o0TTjiBm266ifDw8BoZbS6XwqOPxvL+++EEB6tMmLCXYcPK/Vq3x+OhpKSE5ORk4lr4bXq9rmNBQYExjV4PRreW75bX66WystLIKg0NDSU2NpbQ0NAW+zu0hAtK/Xvqbz3ThtA0eP11hf/+18yuXQpBQRqdOkFJSVXgsKSk6iSzLh07atxyi8qoUSqHuN5q0zRN4/nnn2fLli1GcXqHw4Hdbjf+qz/WqVMnvzssBpLX62XdunXY7XZ8Pp8x5ach9AYFNpuNDh06yPQV0Sq0hP1+bSZNmsQDDzzg183f6lyuqpq4Eyea8HoVhgxReeEFH6mpTTjYo4SmaeTm5lJcXHxQKR3d//73P+68805iYmL48MMP/ZrlsmyZg6uuSuKss8p46aU9TTH0emnKQKKmaRQXF2MymejQoUObnZVy1lln8c0337B9+3batWtX62u8XsjOtrB/P+zY0fCEjIqKCk488UQ2bNjAnDlz6NWrF5WVlYSEhNTYp+3fb+Kbb4L56qtgVq2yERnpoWfPIkpLrahqHMOGafzrXyoxMRizjA6kaRqXXXYZCxYs4KabbmLKlCkHvSYvDz75xMSCBQrffKPg9VatJza2kvz8r4CzgaoSOPfco3LCCaXs378Xp9OJoig4HI4mSbrxZ7vXp4B36tSp3ttuaWkpw4cPZ+nSpfTq1YtPPvmE2Fo60rhcrjoTizZtgscfN/Pee1WvOe44jcce8zFsWOu8MeR0OsnJycFisRzyBk1DSSCxigQSW4HqgcS66MHF6gFGn89nZHmoqkpkZCTJyclH7IKra9eubN++nb179xISElLjuS1btjB9+nTefPNNCgr+6Yg1ZMgQ7rvvPk4++eSD1ldeDt27W/j7b/jhBx99+jRuE165ciU33XQT559/PhdddFGNLsS7dlkYNy6BtWvtpKe7eemlPDp29NRr/YWFhQQFBdGxY8cWnVpdUlLC7t27jY56dru9RY/3cHw+H06nE7fbjaIoBAcHExsbS0RERIvbT7SEC0pN00hPT6egoIBNmzaRmJjYZO9VWQnTp5uYNMnEnj0KYWEaERH8/4+GyVTGmjXfUFaWS2JiMFdccR5paRGEh2skJ8PJJ7fuO6RtkaZpRmaCPr1679692Gw2o4thY7jdbkpKSkhMTDzopE7PVq7+oxf214v7x8XF1XtKkBCN0RL2+7XJz88nIyODqKgoo+tofaxdCzfeaGbFChOhoRpPPKFyww2q7LMPw+l0sn37drxeb603PVesWMGVV16JyWRi7ty5dO/e3a/13nxzAosWhfL667sYOLCyKYZeL00ZSISq71RRUVGDMruOFnfddRfTpk3jk08+YfDgwYd83cMPm5g40cyAASrPP++jS5f6v9fNN9/M9OnTGTlyJE899RT79+///7JQwWzcaOOrr4JZujSENWuCjEzBmBgvgwZVMHjwfjp3zicrK9kIevl8Pnbv3g1AUlLSQdcfRUVF9OnTh+3btzNv3rzDlngqKKjKvPzoIxMLF3rx+WwkJpYzbVoQ552nUlxcRH5+Pm63G7PZ3KQxBH+2e/0cRt/31pfT6WTUqFF8/PHHdO7cmbvuuovu3buTmZnJF198wezZs1m8eDFjx47lueeeq3N9v/8Ojz5q5tNPq/4GJ56o8p//qAGZCn8k6XUoHQ5HwG8uSCCxigQSW4H6BBIPRy9q73Q6cTgcpKamBjxCX5tx48bx2muv8dlnn3HmmWfi8/n44osveOWVV1i0aJHRoW7kyJG0a9eO+fPnGzU+DnUw/PhjheHDLfToobF8ubfOKcaHc//997N9+3bOPPNMBgwYYFzULl/u4NZbEygsNHPGGeU888xewsLqnwHpcrkoKysjLS2N6Ojohg+0CbndbnJzc6msrDSmxR8N9B2hXoTb4XCQkpKCw+Fo5pH9o6VcUD799NM89NBD3HPPPfz3v/+t9TWaplFQUEBubq7x8/fff7Nz507Kysp4+umnycjI8Ov9VLUqS7H6r7xgwQKuvfZaysrKuPrqq5k2bVqbzSxozVRVNYKG1bsX6s85nU48Ho+RHRkIJSUlqKpKVlaWceKuZydX75yoqupBU6PNZjNJSUktdv8sjj4tZb9fm+uuu45Zs2YxZ84cLr300nov7/PBCy+YeOQRExUVCiefrDJzpg8/Dw2titfrJS8vD4/HY8z8ObB2ucViOez1SX5+Pnl5eUZzkuq2bdvG8OHDKSoq4oUXXmDIkCF+jSs/30z//mkkJHhZunRHiwjkNnUgEaqy5JxOJx06dDgocaEtmDVrFtdddx3//e9/ueeeew75uv37YfhwM8uWmbBYNG69VeXBB1UO0yy8ho8//pjhw4eTmZnJd999R3FxMR6Ph6+/jufZZ2PZufOfm4OdO7s47bQKTjutnG7dXJhM/8wksFqtdOzYEbPZzN69e40aixEREaSlpR0UTPz555+Npi4rVqwgLS3tsOMsLi4mObkz4eEns3HjPIKDTezfv5/9+/cbpZD0vgNNxZ/tXlVVCgoKiIuLIyUlpUHv4/V6ufHGG5k1a9YhX2O1Wtm0aZPfwa+ff1YYP97E0qVVf4fTTlN5/HGVE05oHaGjvLw89u7dS1hYWMCPsxJIrCKBxFYgUIFEncfjobS0FLPZTFZWVpMHE99//31GjhzJ9ddfT2ZmJtOnT2fr1q1AVe3AG2+8kZEjRxISEsKGDRvo2LEj7777Ltdccw1Dhw7lf//7X63rveiiqrslI0ao3HSTSp8+9U+91jSNAQMGcMwxx3D11Vf/fyaWwvTpkTz7bDSaBrffXsCNNxY1+ERMP2A6HA46dOjQ4rZTTdPYvXs3RUVFh2wy09ppmobL5aK8vJzw8PAWVZC7pVxQFhUVkZWVhclkYvPmzUY9kXnz5vHGG28YAcOKikN3fuzduzfffvttvTPMfD4fjz32GE899RRWq5UpU6Zw3XXX+f030gNXevBK07QatWNNJlOtPy1lG2jN9Iw/PWioX8jpXZWBGiU29LIJqqoG9IJSz0ax2WyYTKYa3ZwVRalR1F9vTKZfpOg1iGNjY2vNhBCiITRNMxod6RmwVquVkJAQLBYLmzdvpnPnzi0ukPjrr79y0kknceyxxzJhwgROOeWUBp0nbtkC48aZ+eorE337qnzzja9VTo87FE3TyMvLM+q8Hng5pe/39GORPjOi+mwgVVXZtm0bFRUVhIaG1tj3FBYWMnz4cLZv3869997L9ddf7/fYXnklkkmTYrjjjv3cdFNRo3/XQDgSgURVVSksLCQmJobUNjivfs2aNZxwwglceumlzJkz57Cv1TSYM0fh/vvN7N2rkJxc1ejkoovqvpbq1q0bGzdu5JtvviE+Pp7KykoWL47h/vuTsVigb99KTjutnNNOqyApqfaOwnoWXlJSEna7nT179hhliZxOJxEREaSnpx90PNbLL5x00kl89dVXhz3ffP311xk7dix33XUXTz75JE6nkx07duDxeI5Y0oS/271+/tKpU6cGfz80TeObb75h5cqV/Pbbb2zYsIHevXtzxRVXsHz5ch544AHjs6iPr7+uCij+8kvV3+L886vqa7b08kLbt2+npKSkzmBYQ0ggsYoEEluBQAcSoepgW1RUhN1up0OHDk16Irtv3z7at29v/NtsNnP++eczduxYBgwYYPzdqgdUTCYTxx13HDk5OWzevLnG8rrt26FfPwt791Ytn5lZVWfjX/9S6drVv7GtXr2au+++m5NOOolRo0ahqiHce288ixeHEhnp47nn9jBgQOOnhOiFoLOysgJe8LWxCgsL2bNnD6qqEhwcfFRfRJeXl+N2u+nYsWOLyUpsKYFEqMrOffbZZ5kwYQJ33nknn376KRdffDGaphEUFERycrLx0759e1JSUox/P/roo3z22WfcfffdPPHEE36/Z2FhIVdddRWLFi0iMTGR9957j759+/q1rH7RUFhYiNfrNS7m9Ow3nR5Iqv5TPaBYPdDlcDgOmgKvB6KrdxGu7Ud/7mimaZoRtNX3a26328j802scVf9cqy+r11xtigtKPZhpNpuxWq1GJlBd76GqqhEADQ0NJTk5ucWdU7hcLiPro3pDNT1Y3pLG2lbpU/jLysqMH7fbXeM7Af/Ur3Y6nURFRRlN8cLCwlrMdjd06FC++uoroKpWcv/+/TnjjDM444wz6Natm9/nCZoGp59u5ocfTCxe7GXQoFZ9yVHDgedOgLEPrF67vHpDOJvNRnx8PBEREbjdbioqKsjPzweokUHncrm46qqrWLlyJZdddhn/+c9/6nFj7Z8mK99/v534+OZtsqI7EoFEqMpO1zSNLl26tLmauS6Xi6ioKLKzsw/bvbm6oiJ49FETr7xiQlUVzjhDZfJkH5061f76ffv2kZKSwhVXXME999yD2+1myZIo7r03FZtNY8aM3Zx0ktOv9y4uLgbAbrfjdruN45p+bhEZGUl6evpB3Y7PO+88vvjii8POoAE49dRTWb58Ob/99htdunRh79697Nu3zzjXOxL83e71OomdO3dukgBncXExmZmZmEwmtmzZUu+mLJoGn36q8PDDZv78U2HqVB9jxza+T0FT0TSNTZs24Xa7m+S6WwKJVSSQ2Ao0RSARqu4GlZaWHpE7dxdffDGrV69m9OjRXHvttbUGBg8MqDz33HPcd999PPbYY9x///21rresDD75ROG990x88cU/xXW7ddO47DKVSy9VD1vse/z48ezcuZPevXvTocO5/Pvf7dm82UaXLi5eeimPlJTa76TVlz4lNDQ0lLS0NOMudXNss5qmGU1JKioqKC0txe12Y7fbG12rrKXTs5ZiY2MbPH0g0FpSIHH37t106NCBmJgY3n//fQYPHozL5eKjjz7izDPPrHN6Vq9evcjLy2PRokUMGjSozvdbt24dl1xyCZs3b+akk07i3Xff9eugrKoq+fn55Ofn4/F4DgoGVu9qr1/IVb+gq/4D/3QK1pcLDw8nNTUVs9mMx+Nh3759lJaWGllu1ZfTVZ8ua7FYsFgshISEEBsbe9D3Sh+Px+OpMfX2wFp+1WvchoSEEBkZSVBQULPsN3w+H/v27aO8vNzINtQ/twM//7r2bUfqgrK+nE4n5eXlmM1mYmNjiY2NbfYyD06nk+LiYkpKSowp4vq2ZjKZCAoKIigoyAhG6VO1pOZj09MzofXtpry8HJfLZewnzGazMdVVD7ypqorX68XtdteoX61/j/SmeCEhIYSGhjZbaYfKykoWLVrEkiVL+PLLL9m2bZvxXHZ2NkuWLPH7AmrJEoWzz7YwcKDKl1+2jKBWY1VUVLBr1y5cLpdf5056ILGsrAxN04z9ir6t2O32Gvual19+mWeffZb+/fvz2muv1evc7IcfHIwe3XKarOiO1H6/NTU5bAq9evXijz/+oLCwsF7BstWr4dZbzfz0kwmrVeP221Xuv1/lwBnin3zyCRMmTODKK6+kb98BfPxxPE8+mYjFojF9eh79+vmffOH1eikuLjaOX9XHq+9Pa5umvnfvXnr37s2ePXv47LPPOOOMMw5ad05ODl27dqV3794sX74cr9fL9u3bcTqdhISEHLGkCX+3ez1DMysri4iIiCYZy3333cdzzz3H008/zW233dagdaxfD926WVv8/tztdrN582ajfFqgSSCxSosIJL722ms8//zz7N27l2OPPZaJEycetmtvdRJIbBx9R52amtrs9aEODKjs3buX9PR0UlJS+Ouvv+rc6e/fD/Pnm3j3XYXvv//ntf36qVx2mcZFF6lUP6fQNI1hw4aRnJxMp0538d//dqG83MRFF5Xw+OP52O2B/WpUVFRQWVlpNDHRp7voP9UvBKs3fAkE/UBWXl5uTDvUmw5omnZE7841N/1udefOnVtE4LQlBRIBxo4dy+uvv47NZsPtdvPqq69y9dVX+7XsV199xdChQ0lKSmLVqlXExMQc8rUffPAB119/PeXl5Vx//fU899xzfl00l5WVsWvXLsrKyozvSiA6i+vBPZfLZdSRjY+Pp6ioiMrKSuNCX3+t/n4HHkKrZ0T6fD6sVisxMTGEhITg8XhwOp01voMHBicPRVVVzGYzISEhJCYmHtHvq6qq5OXlUVRUhKqqB+2//Mn6q66lBhKh6sKmrKwMn89nBJSbYz/hdDopKiqitLQUj8eDpmmYzWaCgoIOynjSH9cDW16vl/j4eOLj44/4uBujtmZxeuBNb5Dj9XqxWq0kJCQckQvB6kHB6uMsKiqisLAQl8tlHEf1mwhBQUF1ZolW/w7o76M3JNIDjHpgMTg4uEZg8Uh/ZzRNY/PmzSxZsoQPP/yQb7/9lttvv52JEyf6uTyccoqZX34xsXSpl379mv2yo1F8Ph+5ubnGMag++2I9u93j8dS4+XLgsf/yyy9nxYoVfPfdd/W+UNWbrLzxxq6AzKgJlCO539eDaC2xnFBTu/rqq3n77bdZvnw5vXv3rteyqgqzZ1dNd87PV0hN1Zg0ycf55/8z3fmBBx5g06btZGaO4513TiYvz4rVqvHKK7sb1NTH6XSiqupB1/F1TVP/+uuvGTp0KHFxcaxcufKgJoGPPvooTz75JFOnTmXs2LEUFRWxa9cuTCbTEekPoPN3u9frJCYkJNSabBMIubm5dOzYkcTERDZs2NDgc5uePS389Rds3+4lISHAgwyQ0tJStm3bZjT1CzQJJFZp9kDi/PnzjS5CvXr14pVXXuGjjz5ixYoVft1JkkBi46iqSklJCYqi0LFjx2ZtbFBbQOWSSy7hf//7H4sXL/Yrw0n399/w/vsm3n3XxJo1VduF2axx5plV05/PO09j69bfefTRx3E4ruL99y/CatV46KF8RowoabI6PpWVlcbFEdSe2aQoitFZuzHbtH5BXFJSYgSMq0851C96qmdLtAUej4fi4mJSUlJaxN3qlhZI3LhxI8cddxyapnHnnXcyYcKEei2v3/E899xz+eCDDw7ahouLi7nzzjuZNWsWNpuNqVOncu2119a5Xj2YtW/fPqO+XlNdVLvdbsrKyozM4YZ2Mfd6vVRUVBhFvatnLeo/1bOTDzVVWlEUvF6v0YncZrORlZV1RPbXmqaxZ88eCgoKAAJS/qAlBxLhn6nO1Yu+H4nvph5kqB5AhKrMw0Ntf3pma/WakPq/ExMTm7QDeyDov3NZWRmlpaUHNcepnjms8/l8REZGkpqa2qTHLpfLxZ49e6isrCQ2Npbo6Gg0TWP//v0UFBQY2dB6k436jKWu74Cetah3FtcDlXpgUQ8u6kHLI6W0tJTMzExUVWXLli1+Z84sXKhwwQUWzjxT5bPPWm4Wiz9KS0vJzc01MsWbovbW8ccfT1JSkjG93F/79pk55ZQ0EhO9fP11y2iyojuS+/3KykoqKyvJzs5ukmyklmzy5Mnce++9vPLKK1xzzTUNWkdBATzyiInp001omsKQISrPPecjKgr6959N//59WbYshW3bQjj//FLGjCkiK8sT4N+k7hv/jzzyCBMmTOCMM87g008/rZH53alTJ3bt2sWOHTuIjo5mx44dlJaWEhwcfESnvPu73es3qOx2Ox07dmyy78i1117L7NmzeeONNxg1alSD1vHf/5p4/HEzL7zgY8yYljm9OT8/n127dhESEtIkN4MlkFil2Q8xL730EldeeSUjR46kc+fOPPfccwQHB9dZJFYEhslkIiwszEj5PrC2WHPTD4IzZ86s13IpKXDHHSq//OLl9989PPhgVcfARYtMXH21heRkC2PHmomNvY2ffx5CfLyXt9/eyciRTRdEhKquwaGhoYSHhxs/YWFhhIWFERoaamQi7t+/36gd4i/9gqygoIDt27ezceNGtm/fbhQCDwkJMd5LvxAJCgpqU0FEwJh6uX///jqzwNqijh078p///IfbbrutXrUOdY8//jg9e/bkk08+4bXXXqvx3DfffEOvXr2YNWsW2dnZLF261K8gosvlYvPmzeTl5WE2m4mMjGzSTns2m42IiAgjQOBwOBr0PbFYLMZ3XJ+2U/17GBoaisPhMOoC6RnJ1RvE6L+jxWIx9h0ul4tt27YZzUyaiqZp5OfnU1hYiKZpDf4cWhuTyURISAgOh4OioiK2b99eI1DXFJxOJ3v27OHvv/9m//79RsaSvq8+1OeuT2/WXxccHExYWBgWi4W8vDxyc3ONgGRLoTch2b9/P1u3bmXr1q3k5eUZN7z0DD99arDD4TACZ2FhYdjtdgoLC9m9e3eTjVGfulpWVobT6eTvv/9my5Yt5OXlsX//fnw+H3a7ndDQ0AbdZKiLnm0dERFBZGQkERER2O12ozzHzp07ycnJYePGjWzbts1oYtTUwsLCuP766yktLeX111/3e7mhQzV69tT48ksTK1a0vJsH9aGXubDZbE1yDFq9ejUej4cTTzyx3st+8EEYXq/CpZeWtKgg4pGm32TTb4C1Jd27dwfgt99+a/A6oqPh+edVli/30aePyqJFJnr0sJCdbaGy8nIUxcLAgWV8/fUOJk7c1yRBRKia8q/f/K/Nww8/TL9+/ViyZAnPPPOM8fj8+fPZvn07w4YNIyYmxggs6zeGWyJFUbBarUbGclO5/fbbAXjuuecafA100UVVsYIPP2y5+3Kn01mjNrFoGs2akeh2u0lKSuKtt95i2LBhxuNjx46luLiYuXPnHrSMXkxdpw//4osvPmw30dZMr4vUlF8GfSqR1Wpt1ppQlZWVB6Ugr1q1Co/HQ+/evRt9F6msDPLzFfLzFYKCvNjtPiorzWRleWkBs1yBf2rpKIriV7CktsLecHBDCPEPfXsPCgpqEcW4a9vuWzOn08lvv/2Gpml0796doKAgduzYYVz4JyYmkpaW5tc+Tc/M0QMLsj3/s/3q0yibij6dFAhoTVd9Cmtr6Jx9JI6NelahfiMvUPtt/ZhQfSp6IC6iautQqzvcKWX1DPzGHqv0300PwAeSXvZD/3uYTKYax+XqHcAbqjHfgdo+Rz1r9Uh8n9xuN7/++itWq5Xjjz/e7/csKFDYsEEhKkqjc+fWeRNPv2Grf+ZN8Xnv3LmTvLw80tPTD1se5OCxwbp1QbjdCt26OVvMOa3uSO/3q9efbOnHmUDyer2sWLGCsLAwjj322ICsc88ehR07qmpI2+27iY7WiI2NavIgjb7f1fdvtXG5XPz222/4fD46d+5MQUEBe/fuBaBr165ERETg8XiMDPIjHViqz3avn2/Y7fYmDXj+9ddfFBUV0aVLFyIjIxu0jjVrTFRWQu/eaovb1wBGveKmakanl5VpCSWymkJwcDAffvhhnRmJzXoFrd/VPXB6YVxcHJs2bap1mcmTJ9eoyxIaGsq6deuMuw1Hs6bOiFAUxahB1JwH3QP/jlFRUezZs4fdu3cTGxvbqHWbzZCQAFZrARUVKuAgOzsERYEm/njrRVEUVFWlsrLSrwOPvsyBF2K1TQsT/9BvTLSE4NTRtv9q3749f//9N3/99RdQ9VlbrVZSU1MJCwurcUPoUKo3QdEv5mV7rmIymYzacU1xYlz9s9f3R4HW0jLgD0U/NjbVMbh6wAoCu9+uHgTTM1gP1WH8wBIbB6ptXA3dbwbiWKUoilETMlAO3O7h4L9P9ccaq7Hrqf799Od8IVAiIyONrNCoqCi/lnE4wG53UFhooqDAicPROr7/1VVvjNNU+6/S0lKgqotzffY5paVm3G6FiAgvJpOvRZ3TVnck9/tH+nvRUlitVsrLywN2XhkeDsceC3v37qOiohyrNdo4rhwJPp/vsL9LamoqW7duZf369UDVrJKUlBSjA7SqqkYzvSM15gPVZ7vXr0uaSmxsLEVFRfz9998NvhkdHm6lstJGXp6H2NimnR3TEPrfvCn3N/o5+NHI3+2v+VNx6un222/npptuMv6tn3guWbLkqD1QNHWas07TNHbv3k1lZaUx1e5I0jTNqCVW/W/5119/MXz4cDp37szUqVMD8j7//ve/SUtL4+KLL+bEE09skdtOYWEhxcXFh70T5/F4qKioIDIykujo6Babst8Seb1eSkpKcDqdRoZBc9RsO9R239ppmsZdd93FokWLADjvvPO4//77CQ8Pr3M5t9ttBB7DwsKavRFUS1W9BEIgt129tmNQUBAxMTEBL0yuqiq7d++mXbt2rWLaidfrZefOnWiaFvDPQm/AExoaSkxMTJNlSOt1H/Xpw9UbuNhsNiNjw2w2G8ESvRGIXqtPz5K32+1GXerqwb/qwcDq3Yj1x0wmk5HZGajMyJ07d6KqaqP/Lj6fD5fLhaqqxn6noZka/gj0d6CiooJ9+/b9f8ZQ4KdaH2jTpk1ccMEF2O125syZ4/e+Z9GicO68M5mUlBKmTs1t0HvrGT56450j3X3VarUSHx/fJNng5eXldOjQgaysLL755pt6LXv11WFs3hzEa68VM2hQyypnAM2z38/Ly6OsrIzQ0NBWcawJlLFjx/Ldd9/x1FNPkZKSErD13n777cTGxjJixIgGTb1vCH/3888++yyzZs1i9OjR3HjjjcYsH5fLhdvtJjo62u+bHoFUn+1e0zR27tyJ1+tt0t4Pmqbxr3/9iz/++IMHH3yQrl271nsdmzYFccEFWaSmlvHaazuaYJQNp5/DRkdHN+n1g81ma9ZZnE1JvxarS7MGEmNiYjCbzezbt6/G4/v27Ttkt8GgoKAaB2+92UpTpa62BEeyu1RISAhbt26lvLzcaJl+JE/SvF7vQQ0UunXrRlRUFCtWrAjI1KwVK1YYtSH79OnTpBcLjREeHs7WrVspLS01OvtVp3/JbTYbCQkJhIWFNdNIW6+YmBg0TaOgoMAont4UTY0O51Db/dHgySefJCYmhn79+nHWWWfV+Xqfz0dZWRler5ewsDCSk5OP6P6vtQkPD2fv3r3s3r0bp9NJeHh4o/bX+j5F36+0b9++SU68fT4fu3fvJjw8vNXc/HA6nezbt6/WfXFD6V3CLRYLUVFR9ZrG2BD639Lr9VJaWkphYaFRA9BkMhEZGUlMTIzR2KiiosLIeAsLCyM+Pp7Q0NAWUQ5CV15eTkFBQYMDSvo2rwelAKKjo0lISGjS/XGgvwN6DcWdO3fi8XgICwtr0vEfe+yxDBgwgO+++45ly5Zx+umn+7XcOee4eOklN0uWhLN9exgdO/pf21HvSn5gp+wjde6j39APDQ0lLi6uST7fFStW4PF4OO200/xuZAOQlweLFlnIyNA477zgFlkfsTn2+xaLhU2bNhldgduKrl278t1337Flyxays7MDsk5N09i6dStpaWkcd9xx9do+G6uiooL8/Hyj4VRtHnjgAe68886DYgSVlZXY7XaSkpKaJehT3+1evylktVqb9HsyZswYbr31VmbNmsXkyZPrvfwxx0Bmppuffw6hvNxBdHTLyTDXpx3HxsbKtXED+TtDpFkPNTabjR49evDtt98aj6mqynfffUefPn2acWRtl9VqJTs7m4SEBFRVpbi4uNkLtZtMJk488USKi4uNaZKNMXfuXJKTk+nZs2eL7uamKArt27fHYrEYgd3q9NpxISEhRuaIqD9FUYiOjiY4OJjKysommTqrT6doa9Nyw8PDeeyxx+oMIuone0VFRWiaRmJiItnZ2RJErIOiKCQkJJCcnIymaZSVlTV4XXqXd71bdWJiYou9ydIc4uLisFgsAS1BoGfA2e32I3qyqwcuMzMz6dy5M+np6aSnp5ORkWEENDt16kR8fDwRERGkp6eTlZVFZGRkiwoiQlXQT1GUBv1dqnfn1htnhIeHN1mQqKlFRkYSFxeHqqqUl5c3+fvdfPPNQFWDLX/fz2yGsWMLAXjppcg6X68HesvKyigqKjLeR29C4/V6j9hURT0rNzIyssm2D/16aMCAAfVa7q23THi9Ctdco7bIIGJzCQkJMRqUtZZSGoHQpUsXAP7888+ArXPXrl0AxnHhSGrXrh0Oh4PS0tLDZkkdmCWslySJjIxsNZlj+v7Fn/I/jTF48GCSk5NZuHAhO3furPfyigJDh5bh8yksWdKyrkG9Xu9RXb+wJWn2w81NN93ErFmzeOedd9iwYQN33HEH5eXljBw5srmH1maZTCaSkpLIzMwkKCiI0tJSysrKmjUIcvLJJwPw448/Nmo9ubm5bN++nbCwME499dQWf2AJCgoiPj4eVVVxOp01nnO5XJhMJmJjY9vUlI2moCgKiYmJmEwmv5o26dP19OlV+rRAvcZo9e+Kz+ejoqKCoqIiSkpK2tTJrD/0Kebl5eWEhISQmZnZaqa8thSxsbHExsY2uF6Ly+WipKQEr9dLZGQkGRkZxMbGtspgSlPRO3kHqlaiz+czir+HhoY2adOcw7HZbERHRxMZGVkj+8FisZCcnExmZuZBz7UkwcHBOBwOY6q2v7xeL+Xl5Ub3XT1jKT4+vsX+rnVRFIX4+HgiIyONzL2mdPzxxzNixAh27tzJlClT/F7unHPKSE318NlnoWzZcvCFnp6lX1FRQXFxMaWlpXi9XoKDg0lOTiY7O5uMjAzjmH3guVFT0Jus2Gy2Jr1xqwcSBw4c6PcyqgpvvGHCYtG46io5vzhQfHw8iqI0ajtpbfWZ9UCiXjMwEFatWkV8fDwxMTFHPLvTbDaTkZFhBBP9SXDRNA2n04nZbD7igc/GcDgcBAcHG00Gm4rFYuGaa67B5/PxxhtvNGgdQ4ZU3dj5/POWk5SjJ25IIPHIaPYrtYsuuojHH3+cJ598kgEDBrBu3To++OCDQ05tFkdOaGgoHTp0ICYmBq/X26zZiX379gVg+fLljVrP7NmzycrKIisrq1lqZTREbGwsoaGhVFZWGhewXq8Xl8tFcHBwi86qbE1CQ0ONJiD6RX5FRQUlJSUUFxdTWFhIQUEB+/fvN34KCgqMAGFxcTHFxcUUFRVRUFBAcXEx5eXllJSU4HK5cDgcqKpKUVFRk2RQVM+uaQ3Zj5qmGReKmqaRkJBAZmambM8NpJcKqe/Fkn7BrgeO0tLSmqVWaGsQFxeH2Wz262bD4egXOFB1Mh8RESGfdwPpGeV65+u66J+9ntmml8WJiYkhOTm5xd9crIuiKCQlJREcHGwESpvS3XffTUJCAm+99RZr1671axmLpSorUdMUpkyJ5sBDlcvlori4GKfTicViITY2loyMDLKysoiLizNqhzkcDkJCQpr8ghuq6oSqqkpERESTXZyWlZWxcuVKOnXqRGJiot/LffWVwtatCueeq1GPxdoM/dxO/95XVFTgdDpxOp1G/Vf9JpzeDV4PHHo8HsrLyykqKqKoqMho3KEHK2q7edwSpKWlYbfbAxpI/PXXX4mLiyMtLa1Zjlc2m43MzEzsdrtxc+Fw9L9PSEhIq5rdoigKUVFRfh/TGmP48OFERUUxZ84cfvjhh3ov37mzm/R0Nz/+6KCoqNlDSgDG9zgkJKTV3hRsTVrEX33MmDGsXbuWPXv2sGTJEnr37t3cQxL/z2w2k5ycTGpqKlarlbKyslqn2Ta19PR0EhMTWblypV/FP2tTXl7O0qVLiYuLY8CAAa2mXkr1Kc6FhYVGXSv9Akp2lIGhTxM1m81GcFC/2DebzQQFBRESEmJMH2vXrp0ReMnMzCQrK4vMzExSU1OJiooypiZYrVaSkpLIzs4mMzMTi8ViTNHST2R9Pl+NE9j60qcGV1ZWUlZWZgQ9i4uLqaioMC6CWgpVVSktLaWiooLg4GDS0tJISkpqcdMmWxN9+6xPZlb1KZAJCQlER0dLJuhh2O12oqKijAYpDVW923ZwcHCrushpiSIiIrDZbHX+TarfbDGZTJjNZqMWqz51/WhgsVhITU01yqI0pbCwMB555BFUVeWBBx7w+8L3ggtKychws3BhKFOm/HNTV8/8s1gspKSkkJ2dTUpKCmFhYQed6+jnQECTZl/qnX+tVmuTlntYvnw5Xq+XU089tV7LvfZa1T77+utbzjG+pUlMTDSaSrlcLsrLy40bvfoN4KKiIuPcSf8pKSkxagYHBQVRWVlpnIcXFRUZy+rn5S1lCrXZbKZTp07k5uZSUlISkHWuXbuWyMhIjj322ICsryH0YKLNZqO4uPiwwUS3223sI1rbjbrIyEisVmuTZ1sHBwfz7LPPGk1IN2/eXK/lFaUqK9HrbTnTm/Xje2tJFmrtjo6zJtGk9JowwcHB7Nq1i9LSUkpLS3E4HDXuzOoZRmazOeANKxRFoW/fvixYsIDffvutQTU058+fT7t27cjMzCQpKalVXTDb7XbS0tLYt2+fMbVOn2onAic4OJi4uDiKioqM2joOh8PoqOzvyUhsbCw+n8/IqNCnLYaFhZGdnc2OHTtq3NnW73zr76EoCiaTCZvN5lfAu3rn14SEBCoqKqioqKCyshKXy2VkUOmp/g6Ho9kC0KqqUlZWhsfjITY21jjBF42jnzCXlpbicrnq3AfrwWev10tsbCwxMTGt7mS7OSQlJRlTwRsydUbPiNMDWfpNB9FwFouFsLAwCgoKjClNB/J4PMY+12Kx4HA4iI6OJiwsrFWdC/jLbrcTGxtLXl4eHo+nSad4nXXWWZx55pl8+eWXvPnmm1x//fV1LmO1wowZuxkxoj0vvhiNw6Fx441V2fper5eoqCi/AgDh4eHY7XZcLleTNSzTs/z1WspNpSH1EXfvhk8/VcjM1DjttJaVFdeSBAcH07FjRyN7sHpWoaqqxs3cA3/08+zg4GDMZrPR3Elv4KGfnxUXFxvnW1BVb17/aa5moF26dOG3335j/fr1nHDCCY1aV3l5Ofv37ycmJoaEhIQAjbBhgoKCyMzMZMuWLRQXFxMREXHQTSC9kVlQUFCrnOWiT8fet28fqqo26TFqwIABPPTQQzz++OOMGTOGDz/8sF43TIYOLeOVV6JYtCiE4cNLm2yc/vD5fLjdboKDg6V3wBEigUThN5vNRmpqKvv37yc/P5/y8nKCg4ON+kL6dAFFUZqk29TJJ5/MggULWL58eb0DiaqqMmfOHPr27UuvXr1aZRensLAwY9z6SZBkIwZeQkKCMYWxMcxmc60HMrvdTnZ2tpGJ6Ha72bVrl5HppE+V0Wsrqqp62AOi/t0zm80kJCQQHh5OeHi48Zzb7TYCi+Xl5ca0scjIyCN+AV09iBgTEyNZiAEWFhZGUFDQIQOJ+oWTvt253W4j+Hw0BlOagslkIi0tjc2bN1NaWkp4eHi9tmE9Y0UPIrbGi5yWKDY2lqKiIsrKymoEB/XArcvlQtM0HA4HkZGRREdHH/X7npiYGAoKCqioqGjym46PPPIIy5cvZ+rUqQwePJjU1NQ6l0lL8/LWW7u4/PL2TJpU1bF8xIjdAH4H2PXMk927d9fovB0oPp/PqI3Y1JlNDamP+E+TFZ80WamDxWJp9Hc+NDS01n12XFwcTqfTSLTQZ4iUl5cbN5xsNhsWi+WIHWs7d+4MEJBA4u+//27UYg50okhD2O12MjIy2LJlCyUlJURERBjn7HpSi6qqRmZfaxQTE8P+/ftxOp1NPmvhiiuuICcnh7lz53LzzTczc+ZMvz+3rl3dpKR4WLYsmJISE+HhzZeRqx/nZbbekSOHHVEvJpOJuLg4UlNTsdvtlJWVGQdLl8tlTD9pimkmJ510EtCwhivfffcdiqKQnZ1NVlZWq8+A0rNZROApitLkn63JZMJutxtZj/q06rS0NLKzs+nUqROdO3cmJibGqOVzKHrtzJiYmIMC5Pr7REdHk5ycTMeOHUlPT/e7qUwg6V2FJYjYdMxmM+Hh4UYTID1wqE/l0ut4lpWVGTVkkpKSWv3+8EizWCykp6djs9nq1UBJz5KAqkwqyQINHIfDQfv27WtM1/f5fMY5itlsJjo6mpSUFOLj49vEvsdqtRIVFWXUCmtKiYmJ3H333TidTh5++GG/yytkZ3t4881dhIX5ePbZaF54IZQvvohn374wSkrAnxKPUVFRWCwWSktLA14TUg/8R0ZGNmk5nNLSUlatWkWXLl38rhHv8/3TZOXKK5t/Om1bptfsjI+PJzMzk44dO5KZmUliYiJ2u91oKldYWGhkL+q1rPUbvtXroAdC165dgcB0btYbrbSkRngOh4OMjAysVivFxcXGcVi/cRQaGkpMTEwzj7Lh9KYrTd00C6q234cffpi+ffvy008/8dhjj/m9D9e7N3s8Cl991XxlWjRNM8oQtMZkodaqZewNRKsTEhJCRkYGYWFhRg22yMhIUlNTjR1foOsotmvXjoyMDNasWWPcbfrjjz/YsmVLnUV3Z86cSYcOHejatWuT1rgRIhD0YGZycjLh4eGUl5fXeiHocrmMu5VxcXF1BiUURSE8PJyoqCjcbneDOvw2lMvlwuPxEBUVJUHEJqTXOSwrK6OkpMTI0nK73VgsFqKiokhNTTVuqsj0j4YJCgoiLS0Ni8XidzDR6XQaAdzW3B24pYqOjiY+Ph6Px2NkBunF9pOTk2nfvn2rqY0cKLGxsVit1iNy42jEiBEcf/zxLFu2jI8++sjv5Y45xs2CBTu59tp9KIrG5Mnt6No1iNhYKw6HlchICykpFrp2tXDCCRZOP93MBReYGTPGzKZNVQHTlJQUo/5woC689aZ2NputyUsQLFu2DJ/P53d9xK1b4cwzzWzbpnD++dJkpSVRFAWbzUZ4eDhJSUl07NiRTp06kZ6ebhyfq9daLCwsNGpGl5aWBuzaqWPHjkBgOjevXr2a2NhYY50thV5j22KxUFxcjMvlorKykqCgoKPiJml9Gok1ltVq5fnnnyc9PZ13332XWbNm+b3s0KFVN+8WLmy+GRb6LK/IyEijnJRoenIlJxrMarWSkZHB7t278fl8tGvXDqvVSnR0tJF5FOideN++fdm6dSt33HGH0aAHqqZdZ2Vl0aFDB7Kzs+nYsSMdOnQgJSWFnJwc1q5dy/XXX0+XLl2ksL1oNapPoywpKSEkJMQ4QDqdTqMAfHx8fL2+a4mJiZSUlFBeXm5kRDYln89HZWUlNpuNhIQECSI2oaCgIMLCwiguLjbq7ISFheFwOLDb7fLZB5AeoNqxY4cxpfZQ36XqQYm4uLhWf4HTUiUmJuJ2uykoKMBisRAXF9emP289K3Hv3r14vd6AfP81Tat1OzeZTPz3v//l/PPP58knn2TgwIFGM5S6pKd7uPnmQkpKfCQnt2PFCpXSUigtVSgrg9JS2LULKioU4J/3/t//FN5918egQeFG/eGysjJUVW1U0Lh6Z/WIiIgmD0D7Wx9R02DmTIW77jJTVqZw2mkqkyc3bWdu0TiKohAUFERQUJARGKqsrKSkpMRonBgWFoamaezZswen0xmQ7S00NJTU1FQ2btzYqO++qqps2bKFrl27kpGR0ehxBVpoaCjp6els3bqV0tJSLBYLiYmJR8VN0sjISPLy8o5IeQr9/aZPn87w4cN54oknSE9P96vUwrHHukhO9vDDD8GUlpoICzuyGdJ6ky6z2SzJQkeYXFGIRjGZTLRv377GiWVERARWq9UIHDSEnupvs9lqpNGffPLJzJ07lyVLlhAUFMQZZ5yByWRi06ZNbNiwgb/++qvGeux2O6GhoXTo0IFjjz1WupKKVsdisZCRkcH27duNaXpWq9Wog5eUlGTURPSX1WolLi6OXbt24Xa7G333TtM0vF4vZrP5oO+XfkGmqmqLqa9zNFMUhdTUVCoqKrDZbFitVpk+24QiIyONOqfl5eW11s/SvwOapkldxCamKAopKSk4HA6CgoKOyI2Sli4uLs7oMmu1Wo1acXq9Nn8/H71Bk54FX9u+vGPHjtxwww288MILPPnkk0yaNMnvdbtcLuLiwnngAROKUntwzOvVWLlyPR9++AVffBHD+vWjOftsM9OmqVx/vZ2srCy2bdtGaWkpNputwVm/Ho8Ht9uN3W4/IiUI/Akk5uXBjTeaWbjQhN2uMXmyj7FjVamN2MqYTCZCQkKMQJd+/aSXfykvLycoKCgg1ypdunRhx44drFixgr59+zZoHTk5OTgcDhITE1tsIoYeTMzNzSUyMvKo6dir11Les2dPo4LBmqYZ9TrrClJnZmby/PPPc80113Drrbfy/vvv06FDh8Muo09vfu21KL76KpgLLihr0DgbSi/fER4e3mK30aOVBBJFQFQ/yWpstym9OYTP58NisRAeHm6s44wzzuCee+4hKSmJQYMG1bjj5HK52Lx5Mxs3bmTTpk1s3LiRnJwccnNzufDCC+natavUTRCtks1mIzs7m4KCAvLy8nA6nYSFhZGUlNTgu66xsbEUFhYaAf+GXCjpAX99yqbeAKh6x0K9e7Ver6atX9QfCSaTSYJVR5A+nXbfvn1UVFQcdCLr8XiMmk2xsbHyHWhiJpPJ7zpzbYHVaiU1NZV9+/bhdDqNemzwT71lPcB4qBsPer1J/WJWr0NZWzBx7NixLFy4kI8++ogLLriA/v371zlGt9sNUGtDE03T+P3335k/fz7z589nw4YNxnPnnefl66+vY9w4M3/+Cc88A+3bt2fTpk1UVFQY53x6oFLv2n24Gyx64F9RlCNy86ukpIRff/2VY445hri4uFpfM3++wrhxZvbvV+jdW+WNN3z8fy8N0crp26GiKLRr147NmzdTUVERkGP4ueeey+LFixk3bhyzZs3i2GOPrfc6fv31V+Lj44mOjm7RU0bDwsLo0KFDvW6OtAaxsbHs37+fysrKBl3D6s1n9JIPiqLUuU/r168f48eP55FHHjE6OdeVXX7GGRW89loUy5Yd+UCiy+VCUZQmb4glDiaBRNEkGtJtStM0PB4PTqfTqElTWFhIeXm5sfO0WCyMGTOm1uWDgoLo2rWrUWBYV1JSgtPpJCoqqkUfBIU4HEVRiImJITw8nJKSEkJDQxu1PZtMJiIjI9mzZ4/RRdZfetMIPdNQnz6n1+Zzu91GnVT9QrWtNDgQbVO7du1wu90UFRVhNpuN76aexWU2m4mLi2u1HSRF6xYWFkZYWJhx88flclFRUWE0ytP/bTKZDupE7na7KS0txWw2065dO6KiosjNzaWkpMTohF1dUFAQ//nPfxg5ciQPP/wwCxcurDMLxuVyYbVajex6TdNYvXo1H374IQsWLCAnJweoulF9+umnc+6553LPPffw229P8N13o7noIgsvvmhm40aFt9+2ExERQUFBAT6fD7PZjMfjoby8HEVRUFUVRVGwWCxG1rbZbDYuQN1uNx6Ph4iIiCOS2fTDDz+gqmqt9RGLiuC228zMnVvVVGX8eB/33acih9KjU0hICJGRkRQUFASkFMGQIUMYP348jz/+OFdddRVz5syhS5cu9VrHr7/+ajTZbOkzuo7Gc0ybzWbszxqanKNfi+vn6PrNo8MZOXIkOTk5zJ49m3HjxvHWW28ddpbhccc5CQpSWbHiyM460o9pdrtdkoWawdH3jRMtgt5tqry8HIfDUecdAp/PZ3Tci46ONjqdWa1W9uzZU2uWR200TTOmWXq9Xjwej5HZGBkZKXcqRKtntVoD1okuNDSUPXv24PF4/Aok6h2A9cwOPeAfFRWF3W43pud4vV4qKyuNaTp2u73e06+FaE1MJhOpqal4vV7KyqruxusnuF6vl5iYmCNS40iIwzGZTNjtdux2u7E9+nw+I0txz549FBcXExERgdlsNjq+2+120tPTjYBgRkYGW7dupaSkBOCgQOGJJ57IpZdeyrx583j++ee55557Djkm/SZyVFQUZrOZ+fPnc99997Ft2zagKjgwePBgLrroIs4991xiY2MB+OKLL1i4cCFu968sW3Y8l15q5ssvTfTvrzB/fjwWSwkVFRU4HA7Ky8uxWq0kJSWhaRqlpaWUl5dTWVlpBBj1LHq9MVVcXNwRaYj03XffAQdPa/7qK4XrrzeTm6vQqZPGm2/66NUrsE0MRctTvYZ1II4ZV155JV6vlyeffJIrr7yS+fPnk5KS4vfya9eu5ZRTTqFTp06NHotomLi4OIqKiqisrKzXLCSPx2OUQ9Knpufk5FBaWkpkZGSdQckHH3yQrVu38sMPPzB+/HgmTJhwyOtomw169nTx008Odu0yk5R0ZGq3ut1uVFUlKirqqAwkt3Qt+9aCaNViYmKME8TDcbvdFBcXo2kaNpuN5ORkI+06ISGBiIgIKisrjakv1WmaZpwEV1RUUFJSQmFhoZGFqCgKISEhJCYmyp0KIQ6gB+tr+27p9MBgeXk5xcXFRsZw+/btyc7OJikpqcbNAv2CTO9YmJ2dTXJysgTxxVHPbDYbwRa9C6fJZCIqKoqEhAT5DogWSa+bFR0dTVZWFna7neLiYsrLyykrKyM4OJjMzMwawUKTyURGRgYRERFUVFTU2hX63nvvJTY2ltdff50//vjjkO+vH38iIyMpKSnhxhtvJDc3l7PPPpsZM2awc+dOPvnkE66++mojiAhw4YUXAjB//nzi4mDRIh9XXaWycaPCRReFEhQUZXTwhqrzyaioKGJiYkhPT6dLly507NiR5ORkwsPDjSmAXq/3iNYy/eabb4CagcQ331QYOtRCbq7CLbf4+OUXrwQR2wibzUZsbKxxbRMI11xzDbfccguFhYXMmDHD7+X2799PRUUFcXFx0sSiGTkcDkJDQ3G5XHi9Xr+W0Zv6qKpqzGbSO9ybzWaKioqMWUWHYrFYmDZtGpmZmXzwwQe8/vrrh33P3r2rSmasXNm0zal0esmK6tns4siSQKJoMhEREdhstlpPMOGfug0lJSXYbDYyMjIOqm2hZ3nod5Q1TauxfFlZGUVFRZSWluJyuTCZTISFhdG+fXuysrLo2LEj2dnZJCYmHpE7y0K0JmazGbvdjqqqNb5b1blcLkpKSnC5XDgcDpKTk8nOziY+Pt6vqdWKokgARbQZVquVjIwM4uPjSUtLIzs7m7S0NCmrIVoFm81GVlYWDocDp9NJeHg4GRkZtW6/JpOJ9PR0oqKicDqdRt1EXUREBA8//DA+n48XX3zxkO/pcrmwWCyEhITw2muvUVRUxC233MJHH33ElVdeecjpxeeccw5ms5kFCxagaRpBQTB9uo8rr6wKJj72WDssFqvR6OvAGr0mk4ng4GDi4+PJysqia9eudOjQgZSUFOLj44/IcauoqIg1a9Zw3HHHGTMN8vPhnnvM2O0aixd7mTRJpYmbRosWJi4uDrvdTkVFxSHPzeprzJgxREZGsmDBAiO4XpfVq1cTHx8vjfJagPj4eCMAqAcBD7VtVL8pEhkZSVxcnLE/Cw0NJSUlBZvNRnl5uZF84/PVnkEYHh7O9OnTiYiIYOLEiXz99deHHOMJJ1R1uj9S05v12YdhYWGyfTYTCSSKJmM2m427agfeQVFVldLSUiorK4mIiCArK+uQ6dp6fTXAKBYLVXex3W43YWFhJCcnG4HDrKwsEhISCAsLa3ATCSHaitDQUCOz90D63T6z2UxKSgpZWVnExsZKnTchDiMoKIjk5GSjOL0cg0RrogcTU1JSSE1NPWxdLP1mb1RUFC6Xi7KyshoXt0OHDiU2NpYffvihxvmbTlVVPB4PISEh+Hw+pk6dis1m45ZbbqlznDExMQwaNIhNmzYZGY+KAi+84KNXL5V584JYuLAqqJ+YmFjnND6z2Ww0RDrc7xxItdVHfOQRE0VFCnfdpTJokGQhtkVms5mEhASj8U8g2O12Lr30UioqKvjggw/8WkZvtOLvjWPRdEJDQ+nQoQMJCQmYzWbKy8spKCigtLQUj8dj7Hf1bcblchEcHExiYuJBU34jIyPp3Lkz2dnZxMTEoKqqEZysTXp6Oi+88AJms5nbb7+9RsOr6nr0cGKxaPzyy5G586EnEEVFRcl5VjORQKJoUjExMVit1hp3qvWpzF6vl/j4eNLT0+s8QEVGRhp3yDVNM1K29Zo3cXFxhIaGHrYTnxDiYCEhIZhMplpLEOh3+8LDw4mOjpb6I0II0QZYrVbi4uL8CqjpwcSYmBg8Hk+NYKLJZOLUU0+loqKCFStWHLSsftyJjIxk9uzZ5OXlceWVV5KUlOTXOPXpzQsWLDAes9vhvfd8xMZqPPxwOGvXJrfYGSlffvkl8M+05tWrYcYME6mpGnfddegph+LoFxkZSUhIyEHTT/Va8KqqGokaej34uowaNQqTycTs2bMPO6VVt3r1amJjY8nOzm6x36G2xG630759ezp37myUlvD5fBQXFxs1FPV6t3a7naSkpENm6ukz+FJTU+nQoQMhISGUl5cfMjuxb9++PProo5SXlzNmzBijPm51wcEaxxzjYvNmG/v3N22ISZ/673A46lU3UgSWBBJFk7JYLERHRxsHu4qKCqP7X3JyMklJSX4dnEwmE7GxsUaGlNPpNBqz1NUNUAhxaEFBQVit1loDiW63G0VRpFGREEKIQ1IUheTkZGJiYoyGQ3owUc+202sBVqdPaw4KCuLZZ5/FZDJx5513+v2+5513HoqiMH/+/BqPp6bC3Lk+TCa48koz/9/0ucUoKCjg6quv5uWXXyYkJIQBAwagaXDHHWY0TWHiRB9+9BcURzFFUWjXrh2KolBcXGwEiwoLCykoKKCwsJDCwkKKioqM5+qqn5eUlMSZZ57Jjh07+Pbbbw96XtM0NmzYwIwZMxg9ejRbtmwhJibG78C+ODLMZjORkZFkZmbSqVMnkpKSCAoKqnGNnZiY6HedV4fDQXZ2Nu3atTOyE2vLIL/sssu49NJL2blz5yGnOPfpU5XVuGpV016bu1wuNE0jOjpagtzNSNJLRJOLjY2loKCA4uJioCoDKikpqd6FrCMjI8nPz6eyshJN03A4HMTGxkqAQ4hG0Avt6w2P9O+T3nHWbrfL3T4hhBCHpSgK7du3x2QykZ+fT2lpKWFhYfTr1w+r1crSpUt56KGHjNfr05rDw8P55JNP2LJlC5deeilZWVl+v2dCQgL9+/fn+++/Z+PGjXTs2NF47tRTNSZMULnnHjOXXmrh+++9BPpQtn//fsaNG0dpaSlWqxWLxWJ0f67+/9UfUxTFyL7s1KkTM2bMICoqijlzFJYtMzFwoMpFF8mUZlF1vaRfQymKgslkwmw2YzabsVgsxg/Avn37cDqddV5bXXnllSxevJhZs2YxaNAg8vPz+eGHH1i2bBk//PAD+/btM17br18/jj/+eIIlqt1iBQUFkZiYSEJCAuXl5RQVFWG32+vdHMdkMpGYmEh4eDi5ublG74HQ0NAaZSHOPPNM5s2bd8jpzX36VDJjRiS//GLnrLPKa31NY+lJRTabTZqsNDMJJIomZ7PZiIiIoKCggIiICNq1a9egWht6VuKOHTsAjmgdGyGOZsHBwcbdbL3+ocfjQVVVIiMjZUqzEEKIOulZVCaTib179xrBxN69e/Pjjz+ydetWMjIygH+6NYeHh/PMM88AcPfdd9f7PS+88EK+//573nzzTZ588skaz916q8qqVQrvvWdizBgzc+b4COS954kTJx6UDekPk8nEXXfdxfjx47Hb7fzwg8JNN5mxWjWeey6wYxStW7t27YiLi8NkMh3UkFKnN9coLS2tcUO4NieccAKdOnXi+++/Z9iwYTUCQiEhIZx22mn079+fU045hfj4eNxut1xrtQKKohAaGtrobvPBwcFkZ2ezZ88e9u3bR2FhIaGhocZ1e6dOnQD466+/al2+d28niqKxcmXTNT9xu93G9Ylsm81Lrg7FEZGUlER4eDihoaGNSkGOjIykqKgI4JCd/IQQ9VO9TqLVajXu9lksFrnbJ4QQwm+KopCQkICiKOzdu5eSkhIGDhzIjz/+yNKlS8nIyEBVVeMYs2zZMtauXcvQoUPp3r17vd9v5MiRPPHEE0ybNo1rr722RkajosCrr/r480+F9983kZSkcf/9KtHRjf89d+7cySuvvEJsbCw//fQTZrMZj8dj1Kw78P+r/2RnZxsX5L//DhdeaMblgtmzfRx3XOPHJo4eiqLU2eBOURQiIiIoKSnB4/EcNriiKArXXHMN9957Lxs3bqR79+7079+ffv360aNHD2NZvUSBxWKRYE0bYzKZaNeuHREREfz99981shP1xw+VkRgRodKxo5s//wyitFQhLCyw2dXVm0DWN+tSBJ4EEsURYTabiYiIaPR6TCYT6enp+Hw+qYkgRIDY7XZsNhtutxufz2dMOYuIiJAapEIIIepFURTi4+ONYGK/fv2AqjqJ11xzDU6nE6/XS0xMDJMnTwbgnnvuadB7RUVF8dhjj3HzzTdzzz338OGHH9Z4PjgY3n/fS79+FqZONTN9uolRo1TGjVPp2rXhv+PEiRNxOp089thjpKamNmgdmzbBOedYKC5WmDLFx6WXypRm0TDh4eHYbDacTmedgb+LLrqIrKws0tLSak3K8Hg8lJeXo2kaUVFRMiuljaqenZifn09RURGhoaF06tSJX375hf379xMTE3PQcn36ONmwIYhff7UzcGBlQMfk8/mMkhgy5b75SbMV0eqYTKY6784JIfxnMpkIDg7G6/VSWFhISUmJNFkRQgjRYIqiEBcXR0JCAklJSZxyyimsWLHC6C7qcDjIycnhxx9/pF+/fkawsSGuvfZaunXrxieffGJ0Qq4uMxPWrPHy4IM+QkPhtdfM9OhhZdgwM4sWKfjRwLaGbdu28frrr9OuXTtuuOGGei2rafDjjwqjRpnp3t1CXp7Cgw/6uOkm6dIsGs5isRAaGmrcDD4cRVHo0aNHrUFEt9tNWVkZAImJiSQmJsp5YBtmNptJSkoiMzMTu91OSUkJp512GnDo6c19+lQFD7//PvCBPpfLhaIoREdHy3bZAkggUQghBO3ataN9+/YkJCQQHR1NdHQ0YWFhzT0sIYQQrZSiKMTGxhIfH89FF11E586d2bRpE2azmYSEhEZnI+rMZrOxrjvvvBOPx3PQaxIS4JFHVDZv9jJjhpdu3TS+/NLEeedZOO44C6+8YuL/4yd1evLJJ/F4PNx33311ZsW43bBqlcJLL5m46ioznTtbGDjQwrx5Jtq3h8mTfYwfL0FE0XgREREoilJrx926aJqG0+mkrKzMCB7Fx8fXaLQh2q7Q0FA6dOhAfHw8Xbp0ITExkfXr19f62n79KomM9DF7dgSrV9e/J8KhVG8C2ZzXJ5qmsXXr1mZ7/5ZE9g5CCCGwWCzEx8fTvn170tLSSE1NlcxfIYQQjaJPc87OzqZXr178/PPPbNu2jW3btrF48WK6devGkCFDGv0+p5xyCpdccgnr169nxowZh3yd3Q5XXqmxYoWXJUu8nHeeSk4O3HKLmYwMCw89ZOL/+8DUatOmTcyePZvU1FSuueaag57fuRPmz1e4914Tp55qJjbWQt++Fm67zcw775jYtQvOOEPl/fe9rF/vZdw4VZqriIDQm2K4D7cB10LTNCorKykvL8dms9G+fXtiYmIk40vUYDabad++Pe3btycrK+uQgcTISJUJE/bi8yncfnsCJSWBCTf5fD58Pl+zN4FcsWIFnTp14oEHHmi2MbQUEkgUQgghhBBCNAlFURg4cCD79u3j7bffZvjw4QwaNAio6tQcqIDFf//7XwDmzp3rx5hgwACNDz7w8ddfXm691YeqwtNPm7nwQvMhsxPfeustfD4fd999NzZbECtXKkyebOKyy8xkZlrIyLBy2WUWJk82s3y5iaQkuOwylcmTfSxf7mX/fi8LF/o4/3wNKfUtAslkMhEeHo6qqni9Xr+W0Ts+6+UGUlJSiIqKkiCiqJWiKGRnZ5Oens7GjRsP+bozz6xg1KhicnOtPPxwLFoAyr/6fD4URWn22u0vvfQSAL17927WcbQEUj1VCCGEEEII0WTsdjvz5s3j008/5fXXX+fLL7+kS5cuXHzxxQF7j4yMDHr06MEvv/zC3r17iY+P92u5zEx45hmV++9XufhiM19+aeLMM+F///NRfRWapvHhhx9itVo54YTLuPBCMwsX/pOTERKiceqpKiecoHHiiVU/fg5BiICIiIggPz8ft9tdZ9aWqqpUVFQYHXnbt28vDSxEnfTat263G7fbfcjmPvfdt58VK+x89lkY/fpVcumlpY16X73RanPOltq7dy8ffPABycnJnHfeec02jpZCMhKFEEIIIYQQTcpqtXLhhRfy6aefsm3bNr799tuAT1EbNmwYmqbx+eef13vZ6GhYuNDHeeeprFpl4pRTLLz5pkJFRdXza9asYfNmN2lpMxkwIIaFC00cf7zKSy95WbnSQ36+ly++8PHf/6qce64EEcWR53A4sNvtuN1utMOkgamqSnl5OS6Xi4iICFJSUiSIKPxitVoJDg4mLS2NzZs3H/J1drvGlCl7sNtVHn88lpycxgUAvV5vswcS33jjDdxuN9ddd510M0cCiUIIIYQQQogjqF27dkRGRgZ8veeccw4An376aYOWdzjgvfd83Hijj61bFcaMsZCWZmHkSDNDhqQDO8jJGYnDAc8/72PZMh/XXafRrRsyVVk0O0VRiIiIQNO0g6Y3+3w+3G43FRUVlJaW4na7iYqKIjk5Gbvd3kwjFq1RdHQ07du3588//zzs6zp08PDQQ/k4nSZuuy0Bl6thU+Y1TcPn82G1WpstgOf1epk+fTpWq5Vrr722WcbQ0kggUQghhBBCCNHq9ezZk8TERJYsWYLT6WzQOsxmmDZNZc0aDzff7APg/fdNFBZGoSjfcd995axb5+WGG1QJHooWJyIiArPZXKN7s9vtpri4mNLSUpxOJ4qiEBcXR3Jy8iGnpgpxKJmZmWiaxt69ew+b+Qrwr3+VMnRoGevXB/HUUzENej9VVdE0Dbvd3mz1Oz/55BNyc3MZPnw4CQkJzTKGlkYCiUIIIYQQQohWz2QycfbZZ1NeXs63337bqHV17QrPPaeyfbuX6dPXAVEMHTqRxx+3ybRl0WLZbDaCg4Pxer1omoaqqlRWVmIymWjfvj3Z2dl07NiR9u3by/RM0SDdunVj586deL3eOhv7KAo88cQ+2rf3MHt2BEuW1H8KffVAYnN55ZVXABg7dmyzjaGlkUCiEEIIIYQQ4qgwbNgwAD777LOArC84GNavnwmUB7Q5jBBNQVEUIiMj0TQNj8eD0+nE6/USHR1NXFwcoaGh2Gw26cwsGqx9+/bs27cPj8eD2+2u8/Xh4SqTJ+/BbNa47754du+uXyq31+tFUZQjHkjUNI3169czdepUli5dSs+ePTnxxBOP6BhaMgkkCiGEEEIIIY4Kp59+Ona7nc8++6zOaXf+0Ls122w2zj333ACMUIimFR4ejtVqpaKiAqfTicPhIC4uToKHIiAURSE2NpaioiIKCgpQVbXOZY4/3sWttxZQVGTmzjsT8Pn8f78j2bF5x44dzJo1i9GjR5ORkUG3bt24++67Abj77rvlO1SN5DMLIYQQQgghjgrBwcGcdtppLFy4kN9//53u3bs3an0rV65k+/btDBs2rEkaxAgRaBaLhdDQUPbv34/JZCIuLo6goKDmHpY4ihxzzDGsWrWKgoICYmNjcTgcdS5zww1FLF8ezE8/OXj55ShuvrnQr/fSA4lNMRW/srKSTz/9lG+++YalS5eSk5NjPBcSEsKQIUM49dRTOfPMMznuuOMC/v6tmQQShRBCCCGEEEeNYcOGsXDhQm688UbCw8PJy8vjhBNO4OmnnyYqKsrv9WiaxlNPPQXAJZdc0lTDFSLgoqKiKCoqIjw8vF7bvBD+6NatG/PmzaOkpMSox1lXtp7ZDJMm7eHcc1OYNi2Kvn0r6dXr8E2x9I7NQUFBAQ8kaprG+eefzzfffAOA1WrllFNOYdCgQZx22mn07t1bmhEdhkxtFkIIIYQQQhw1hg0bRlBQEKtWrWLp0qWsX7+et956i169erF06VK/17NgwQI++eQTevTowaWXXtqEIxYisMLCwsjMzCQpKQmTSS75RWAdd9xx7N27l127dgHg8Xj8Wi4x0cfEiXtRVYX77oujruoTTdmxefbs2XzzzTf06dOHzz77jH379vHVV1/x0EMPcfLJJ0sQsQ6yVxFCCCGEEEIcNZKSkvjtt99YuXIlu3btoqioiNtuu43c3FwGDx7Mvffei8vlOuw69GXMZjOvvvqqdLgVrY7eWEWIQOvatSsmk4lVq1ZhNpvxeDx+16Q97bQK+vWrYOtWG9u3H36/6vP5mqRjc0FBAffffz8Wi4UZM2Zw5plnEhxc/47SbZkEEoUQQgghhBBHlczMTLp162bU73r66adZtGgR7du3Z/LkyfTt25e1a9cecvkHHniAvLw8br31Vnr27HkERy6EEC2bw+GgQ4cOfPPNN5jNZmMKsr/69q0E4KefDl9b0efzYTKZAh5IHD9+PPv27eP222+nS5cuAV13WyGBRCGEEEIIIcRR77TTTmPVqlUMHz6cdevW0bdvX6ZMmXJQ19HFixczY8YMMjIyGD9+fDONVgghWq5u3bpRUFBASUmJkZXor5NOqgok/vyzf4HEQHZsXrFiBa+99hqpqak88MADAVtvWyOBRCGEEEIIIUSbEB0dzdtvv83MmTOx2+3cc889DB06lNzcXHw+H//97385//zzAXjxxRdlupsQQtSiW7duAGzZsgWTyWTUM/THsce6CAlR+fFHx2HrJHq9Xsxmc8ACiYsXL+Zf//oXmqbx3HPPERISEpD1tkUSSBRCCCGEEEK0GYqiMHLkSFatWsUpp5zC0qVLOf744xk4cCCPP/440dHRfPTRR5xxxhnNPVQhhGiRjjvuOADWrFmD1Wqt1/RmiwX69KkkP9/C5s21Bwk1TUNVVWw2G2azuVFjzc/PZ/To0Zx77rnk5uZy++23c+655zZqnW2dBBKFEEIIIYQQbU5aWhpffPEFTz75JOXl5fzyyy8MGjSIlStXcvbZZzf38IQQosXSMxLXrFlDSEgIiqI0aHrzoeokBrJj87nnnsvcuXPp1KkTS5cuZeLEiQHvAt3WSPsxIYQQQgghRJtkNpu56667GDJkCOvWreOSSy5pdPaLEEIc7dq3b09UVBS///47ISEhFBYW4vV60TTNryBd9UDiqFElNZ7TNA2XywVUNXZpjNLSUlatWsUxxxzDjz/+GPDGLW2VZCQKIYQQQggh2rRjjz2Wyy67TIKIQgjhB0VR6NatG3v27KGkpASbzYaqqgc1rzqULl3chIf7+PlnBwcu4nK5cDqdOBwOQkNDGzXOnJwcALp37y5BxACSQKIQQgghhBBCCCGE8JteJ3HdunWEhYUB+D292WyGPn2cFBaa2bTJZjzudruprKzEYrGQkJDQ6OCfHkjMzs5u1HpETc0aSOzWrRtRUVE1fiZPntycQxJCCCGEEEIIIYQQh6HXSdSnN1sslkbVSfR4PFRWVqIoCjExMURGRjZ6jBJIbBrNnpH4wAMPsH79euNnzJgxzT0kIYQQQgghhBBCCHEIeiBx7dq1BAUFYbfb6zW9+Z9Aoh2v10tlZSWqqhIREUF8fHxAGqLogcQOHTo0el1FRTBsmJnvvpNGLc3ebCU0NJSEhITmHoYQQgghhBBCCCGE8EOXLl0wmUz8/vvvKIpCeHg4JSUleDwegoKC0DQNqGqecuD/m0wmOnZ0ERXl46+/LJSXV6CqPsLCwkhISAhYvdpAZiQ+9ZSJL7800bOnxoABWqPX15o1eyBxypQpPPPMMyQnJzN8+HBuuukmLJZDD8vlchkdfABjg/T5fNLCu5Xz+Xw1/itEWyDbvWhrZJsXbZ18B0RbI9u8aIvawnZvs9no2LEj69evp7KykuDgYCwWC6WlpZSXl9cIHtbGZDJx0UXBFBaq7NwJHTuGkZiYiNVqDdjnlpOTQ1xcHKGhoY1a5/btCi+8YCE2VuOOOzwcrX/WQ/2tDtSsgcQbbriB7t27ExkZyS+//MLjjz/Onj17eOKJJw65zOTJk5k4caLx79DQUNatW8emTZv8/qVFy6bfNRCiLZHtXrQ1ss2Ltk6+A6KtkW1etEVH+3aflpbG+vXrWbx4MR07dsTr9dZIDNOTvaonfSmKgqqq+Hw+TjxxP199FcmyZTGkphaybdu2gI2ttLSUffv20b17dzZs2NCodd13XypudxDXXZdLXt5+8vICNMgWRlEU0tLS6n6dFuDo26OPPsrUqVMP+5qff/6Zjh07HvT4nDlzuP3228nNzSUoKKjWZQ+VkWiz2SQjsZXz+Xzk5OSQnZ0dsFRmIVo62e5FWyPbvGjr5Dsg2hrZ5kVb1Fa2+2eeeYbx48fzxhtvcPnllwNVMRp/YjOaprF6tZtBg8I47TSVBQu8AR3bqlWr6N+/P6NGjeK1115r8HpWrlQ45ZQgOnRQWbXKjdUawEG2MJqm4Xa7CQ8PP+zfMOAZiTfffDMjRow47GvS09NrfbxXr154vV527NhxyGKYQUFBNYKMmqZRUlKC2WyWQOJRwmw2H9U7WyFqI9u9aGtkmxdtnXwHRFsj27xoi4727f64444D4M8//2zQ79m7t4XISIXly81omsZhqtzV25YtW4CqRisN/RtoGjzwQNWyEyao2O1H798SmnFqc2xsLLGxsQ1adu3atZhMJuLi4gI8KiGEEEIIIYQQQggRKFlZWQBs3bq1QcsrCgwYoPHBBybWrFHo3TtwE2Yb22hl3z549FET339v4pRTVM49V0rp6ZqtRuIvv/xipJqGhYXxyy+/8OCDD3LppZcSGRnZXMMSQgghhBBCCCGEEHXQZ5s2NJAIcOqpGh98AN980zICiZWVMG2aiaefNlFaqpCUpDFlig+ZAPsPU3O9cVBQEPPnz+ecc86hb9++PPfcc4wdO5YpU6Y015CEEEIIIYQQQgghhB/sdjvt27dvVCBx4EAVgG+/DWykrr6BRFWF2bMVjj3WwsMPm9E0ePRRH3/+6eX/Z3CL/9dsGYndu3fnyy+/bK63F0IIIYQQQgghhBCNkJmZyffff09hYSFRUVH1Xr5jR2jXTuOHHxQ8HgLWzCQnJ4fExETCwsLqfO3SpQr33mtmzRoFk0ljzBgfDz+skpAQmLEcbZotI1EIIYQQQgghhBBCtF4ZGRlA4+okDhyoUV6usGpVYLISCwoKKCgoqDMb8c8/4YILzAwebGHNGoWzz1b59VcvL7wgQcTDkUCiEEIIIYQQQgghhKg3PZCod0luiFNPrZre/M03gQkk+jOt+YUXTBx/vIWFC0307KnxxRdePvrIR9euARnCUU0CiUIIIYQQQgghhBCi3hqbkQhVGYkQuDqJmzZtAg4dSNy7Fx56yERYGMyc6eXHH72ceqp0ZfaXBBKFEEIIIYQQQgghRL1lZWUBjctIzMyElBSN5csVXK7Gj0nPSOzQoUOtz0+ZYqKiQuGOO1RGjtQwSWSsXuTjEkIIIYQQQgghhBD1FoiMRL1OYmWlwooVjc9KPNzU5vx8ePllE5GRGjfdpDb6vdoiCSQKIYQQQgghhBBCiHqLi4sjJCSkUYFECGydRD2QqGdLVjdtmonycoV//1slIqLRb9UmSSBRCCGEEEIIIYQQQtSboihkZGSwY8cOPB5Pg9cTqDqJmqaRk5NDcnIywcHBNZ4rLIQXXzQRHq5x882SjdhQEkgUQgghhBBCCCGEEA2SmZmJz+djx44dDV5HWhpkZGj89JOC09nwseTn51NcXFzrtObnnzdRWqowbpxKVFTD36Otk0CiEEIIIYQQQgghhGiQzMxMoHF1EqEqK9HlUvjpp4ZnJR6qPmJxcVUgMTRU45ZbJBuxMSSQKIQQQgghhBBCCCEaJBANVwAGDmx8ncRNmzYBBwcSX3zRRHGxwk03qcTENHyMQgKJQgghhBBCCCGEEKKB9EDi5s2bG7WeU09tfJ3E2gKJJSUwdaqJkBCN226TbMTGkkCiEEIIIYQQQgghhGiQQE1tbt8esrM1fvlFoaKiYeuobWrzyy+bKCxUuOEGldjYRg1RIIFEIYQQQgghhBBCCNFAaWlpKIrS6EAiwKmnqng8CsuXNywrMScnB0VRjOBmWRlMmWLC4dC4/XbJRgwECSQKIYQQQgghhBBCiAYJCgoiOTmZLVu2oGlao9Y1cGDV8g2pk6hpGjk5OaSmpmK32wF49VUT+/crjBmjkpDQqKGJ/yeBRCGEEEIIIYQQQgjRYBkZGZSUlFBQUNCo9eiBxIbUSczLy6O8vNyY1lxRAc89ZyIoSOOOOyQbMVAkkCiEEEIIIYQQQgghGixQdRITE6FzZ42VKxVKS+u37IH1EV97zcS+fQrXXafSrl2jhiWqkUCiEEIIIYQQQgghhGgwvXPzli1bGr2u005T8fkUPv64flmJ1QOJlZXw7LMmbDaNO++UbMRAsjT3AI4Un8+H1+tt9Hx90XRUVUXTNFwuFyZT64hxK4qCxWLBbDY391CEEEIIIYQQQohmoQcSA9Fw5ZprVF56ycxzz5kZMcKL4mc8cdOmTUBVIPH1103k5SnccIOP5ORGD0lUc9QHEjVNY+/evZSUlDT3UEQdNE1DURRyc3NR/N1TtBDh4eHEx8e3unELIYQQQgghhBCN1aFDBwA+/fRT7rzzTiyWhoebunWDIUNUFi0ysXixwpAh/iWE6RmJKSkdGDfOhNWqcffdko0YaEd9IFEPIsbGxmK32yXQ04Jpmobb7cZms7Wav5OmaTidTvLz8wFIkDZQQgghhBBCCCHamJ49e3LGGWewZMkSHnnkEZ544olGre+uu6oCic8+a2LIEJ9fy+Tk5GAymfjuu2x27VK47jofqamNGoaoxVEdSPT5fEYQMSoqqrmHI+qgTztvbQFfh8MBQH5+PrGxsTLNWQghhBBCCCFEm2IymXjzzTc54YQTeOaZZ+jXrx9nn312g9d3yikaffqofPutiRUrVPr0OXxWoqqqbN68mZSUXjz7rA2LReOeeyQbsSm0jkJ0DeT1eoGqwJQQTUnfxvRtTgghhBBCCCGEaEvi4+OZPXs2ZrOZa665hh07djR4XYpSlZUI8MwzdYeudu3aRWVlEAUF77Bzp8K4cSrp6Q1+e3EYR3UgUc9wa03ZbaJ10rcxaeYjhBBCCCGEEKKtOuWUU3jssccoKChg5MiRuN3uBq/rvPM0OnTQ+N//FEaPNjN+vInXX1f44guF9euhouKf165duxX4jNLSLC65ROWppyQbsakc1VObhRBCCCGEEEIIIcSRc9ddd7Fs2TI+//xzHnroIZ5++ukGrcdshocf9nHVVWbmzq09Dy42ViMlBXbv7gFE06XLFmbOTEEqjjUdCSQKIYQQQgghhBBCiIAwmUy8/vrrnHDCCUyZMoX+/ftz3nnnNWhdl12mMWSIl23b4O+/FXbsUPj7b9ixQ2HHjqrHVq9WgGjgKx5/3InNlhLIX0ccQAKJQgghhBBCCCGEECJgYmNjefvttzn99NO57rrr+Pnnn8nIyGjQuiIjoUcP6NFDAw4uJ+ZywYUXjmHJkjc55pg/GzVuUbejukZia3bttddis9kYN27cQc/dcsst2Gw2rr322hqP//TTT9jtds4///xa1+l2u5k0aRK9evUiIiKCdu3aMXDgQN566y08Hk+N97XZbAQHB5OcnMzQoUN58803UVX/awzk5eUxevRoUlJSiIyM5IQTTmD+/Pl+Lbtt2zbGjBlDx44dCQ8Pp3Pnzjz22GM1ais4nU6uvfZaevbsicPh4OKLL/Z7bLqXX36Z4447jvDwcI455hhmz55d73UIIYQQQgghhBDiYH379uWJJ56gqKiIkSNH4nK5muR9goJg586fsVgspEuHlSYngcQWLCUlhXnz5lFZWWk85nQ6effdd0lNTT3o9TNnzmTcuHF8//337Nq1q8ZzbrebYcOG8cwzz3Ddddfx7bffsmzZMm688UZefPFF/vjjD+O1gwcPZseOHWzatIlPPvmEgQMHcscdd3DBBRf43ZX4mmuuYePGjcyfP59ff/2VCy64gBEjRrB69eo6l92wYQOqqvLiiy+yZs0annnmGV577TUefvhh4zU+nw+Hw8HNN9/M6aef7teYqnv11Vd56KGHePjhh1mzZg3jx4/n1ltv5dNPP633uoQQQgghhBBCCHGw2267jXPOOYeVK1dy3333Ncl7qKrKli1bSE9Px2KRibdNTT7hFqxHjx5s2bKFBQsWMGLECAAWLFhASkrKQVH2srIy3n//fX788Ufy8vKYNWtWjS/ptGnT+P777/nxxx/p2bOn8XhmZibDhw+vke1ns9lITEwEoH379vTs2ZMTTzyRwYMHM2vWLK655po6x/7jjz/y/PPP06dPHwAeeOABpk2bxurVq2u8f20GDx7MkCFDaoxx48aNTJ8+nYkTJwIQEhLCCy+8AMDy5cspKiqqc0zVvf3221x//fVceumlxnusWrWKSZMmcc4559RrXUIIIYQQQgghhDiYoii8/vrrnHjiibz44ov079+/QTMKD+evv/7C5XLRsWPHgK5X1K7NBRJ79erFvn37juh7xsXFsWrVqgYtO3r0aGbNmmUEEt966y2uuuoqvv322xqv++CDD+jUqROdOnVixIgR3HXXXdx7770oigLAO++8w+mnn15rEM9qtWK1Wg87jkGDBtGtWzc++ugjvwKJffv25YMPPuDss88mMjKS999/H6fTyYABA/z91WsoLi4mKiqqQcvWxuVyERQUVOMxu93OihUr8Hg8dX4eQgghhBBCCCGEqFtUVBRz585l4MCB3HDDDXTv3p3s7OyArX/69OkAkhR0hMjUKI56lQAAL6FJREFU5hZuxIgRLFu2jO3bt7N9+3aWL19uBBWrmzlzpvH44MGDKS4u5rvvvjOez8nJoVOnTo0aS6dOndi2bZtfr507dy4ej4fExERCQ0MZN24c77//foN2Fjk5Obz00ktcf/319V72UM4880xmzpzJr7/+iqZprFq1ipkzZ+LxeMjPzw/Y+wghhBBCCCGEEG1d7969mThxIiUlJX4lJ/mrsLCQt956i5iYGEaOHBmw9YpDa3MZiQ3NDGwucXFxDB06lFmzZqFpGkOHDiU2NrbGazZs2MCKFSt4//33AbBYLFxyySXMnDmTgQMHAqBpB3c2qi9N04wMx7o8+uijFBUVsWjRImJiYvj4448ZMWIEX3/9Nccdd5zf77lz507OPfdcLr744oOayzTGgw8+yJ49e+jfvz+appGQkMCoUaN49tlnMZkkvi6EEEIIIYQQQgTSuHHjmD17Nj/99BP79u0jLi6u0et84403qKio4N///jcOhyMAoxR1kYhJKzB69Ghmz57NnDlzGD169EHPz5w5E6/XS1paGg6HA4fDwauvvsqCBQsoLi4GoEOHDmzYsKFR41i/fr1f7do3b97MSy+9xPTp0znttNPo3r07Dz/8ML169eKVV17x+/127drFmWeeyUknncTLL7/cmKEfxOFw8Nprr1FcXMymTZvYvHkz6enphIWFBWRnJoQQQgghhBBCiH8oimKUO/vll18avT6v18tLL72ExWJh7NixjV6f8I8EEluBwYMH43a78Xg8nHXWWTWe83q9vP322zz99NOsWLHC+Fm5ciVJSUm89957AFx22WV89dVXtXZN9ng8lJeXH3YMS5cuZd26dVx44YV1jreiogLgoMw+s9mMqqp1Lg9VmYhnnHEGxx9/PDNmzGiyLEGr1UpycjJms5l58+Zx9tlnS0aiEEIIIYQQQgjRBE444QQAfv7550av66OPPuLvv//mkksuISkpqdHrE/5pc1ObWyOz2czvv/9u/H91n332GYWFhVx99dVERETUeO6CCy5g5syZjBkzhltuuYXPP/+cIUOG8Oijj3LyyScTFhZmdCp+9dVX6dGjBwBut5u8vDx8Ph979+5l8eLFPP3005x99tmMGjWqzvF27tyZ7Oxsxo0bx8SJE4mOjubjjz9myZIlfPTRR3Uuv3PnTs466yxSU1OZOHFijeY4ejdpgD///BO3201BQQFlZWWsWbMGwPg9Dmfjxo2sWLGCE044gaKiIqZMmcIff/zB66+/XueyQgghhBBCCCGEqL8TTzwRCExG4rRp0wC45ZZbGr0u4T8JJLYS4eHhtT4+c+ZMTj/99IOCiAAXXXQRzz77LL///jvdunXj888/Z+rUqbz22mvce++9BAcH07lzZ8aNG8exxx5rLLd48WJSU1OxWCxERUXRrVs3Jk+ezBVXXOFXtp7VauV///sfDz74IBdeeCFlZWVkZWXx+uuvM3To0DqX/+qrr8jJySEnJ+egqdRut9v4//PPP5/t27cb/9bvbFR/zaH4fD6mTJnCxo0bsVqtDBw4kG+//Zb09PQ6lxVCCCGEEEIIIUT9paSkkJSUxIoVK/D5fAclS/nrl19+4aeffqJfv3706tUrwKMUh6NogejC0Yw0TaOkpASHw3FQIxCn08nff/9NSkoKdru9mUYo/KVpGk6nE7vd7ndTl5ZCtjXRUD6fjw0bNtCpU6cGH0SFaE1kmxdtnXwHRFsj27xoi2S7P7xLL72Ujz76iF9//bVGUlN9jBo1innz5vHuu+9y0UUXBXiEbZOmaVRWVhIeHn7YmIwUgxNCCCGEEEIIIYQQR4Q+vbmhdRJzc3P58MMPSU9P5/zzzw/k0IQfJJAo6m3u3LlERUXV+tO9e/c6l3/qqadqXTY6OpqLL744IGPs3r37Icc4d+7cgLyHEEIIIYQQQggh6qexgcSXX34Zn8/HTTfdJBmfzUBqJIp6O/fcc416hAeyWq11Lj9mzBiGDx9+0OOapgWsY/LHH3+Mx+Op9bmEhISAvIcQQgghhBBCCCHq5/jjj8dsNjcokFheXs6MGTMIDQ3l6quvboLRibo0WSBx0qRJfPHFF6xbtw6r1VqjKYbu77//5s477+SHH34gJCSEyy67jEceeQSLReKbLVlYWBhhYWENXj46Opro6OiDHtdrJAZCWlpaQNYjhBBCCCGEEEKIwAkODqZbt26sXr2aoqIiIiMj/V727bffprCwkJtvvrnWprOi6TXZ1GaPx8MFF1zANddcU+vzPp+Pf/3rX3g8HhYvXsxLL73EO++8w5NPPtlUQxJCCCGEEEIIIYQQzeykk04CYOXKlX4vo6oqzz//PIqicNNNNzXV0EQdmiyQeP/993PTTTfRtWvXWp//+uuv2bBhA6+++irHHXccZ555Jg888AAzZszA7XY31bCEEEIIIYQQQgghRDPSy6XVZ3rzF198wYYNGxg2bBjZ2dlNNTRRh2abQ7xixQq6du1KfHy88djpp5/OnXfeyfr16+nWrVuty7lcLlwul/FvTdOAqgzHA9tTq6qKpmnGj2jZ9L9Ra/xb6duYqqr4fL7mHo5oRfTtRbYb0VbINi/aOvkOiLZGtnnRFsl2X7c+ffoAVYFEfz+nadOmAfDvf/9bPtsm4G8sptkCiXv37q0RRASIi4sDYM+ePYdcbvLkyUycONH4d2hoKOvWrWPTpk0H/dKapqEoimQ4tjLVA8Wthdvtxuv1snXr1oMC2kL4Iycnp7mHIMQRJdu8aOvkOyDaGtnmRVsk2/2haZpGZGQkP/74I3/99VedjVdzcnJYsmQJHTt2JD4+ng0bNhyhkbYdiqL41W+iXoHERx99lKlTpx72NT///DMdO3asz2rr5fbbb68xF14PHnbo0OGgAI7L5SI3NxebzYbdbm+yMYnA0DQNl8tFUFBQqwzGWSwWkpOTCQoKau6hiFbE5/ORk5NDdnY2ZrO5uYcjRJOTbV60dfIdEG2NbPOiLZLt3j+DBg1iwYIF7N27l4EDBx72tXo24l133UXnzp2PxPDaHE3T/ErEq1cg8eabb2bEiBGHfU16erpf64qPj2fVqlU1Htu3bx8ACQkJh1wuKCioRqBG0zRKSkowm80HBZ9MJhOKohg/onVojX8vfcwmk0kOFKJBzGazbDuiTZFtXrR18h0QbY1s86Itku3+8EaNGsWCBQuYM2cOp5122iFfl5+fz9y5c4mPj+fyyy+Xz7SJ+Du1uV7NVmJjY+nYseNhf2w2m1/r6tOnD3/++acRPARYunQpYWFhdOrUqT7DOipde+212Gw2xo0bd9Bzt9xyCzabjWuvvbbG4z/99BN2u53zzz+/1nW63W4mTZpEr169iIiIoF27dgwcOJC33noLj8dT431tNhvBwcEkJyczdOhQ3nzzTVRVDcjvVlZWxq233kpGRgbh4eF069aN6dOn+7VsQUEBt912G8cccwzh4eFkZWVx++23U1xcXON1t99+OyeeeCKhoaH07t273mN8//336d27NxEREWRnZ/Pss8/Wex1CCCGEEEIIIYSo3ZAhQ4iLi2PBggWUlZUd8nUzZszA6XRyww03yAzAFqDJujb//fffrF27ltzcXFRVZe3ataxdu9bYOE477TQ6derEjTfeyNq1a/nqq6944oknuO6662TD+H8pKSnMmzePyspK4zGn08m7775LamrqQa+fOXMm48aN4/vvv2fXrl01nnO73QwbNoxnnnmG6667jm+//ZZly5Zx44038uKLL/LHH38Yrx08eDA7duxg06ZNfPLJJwwcOJA77riDCy64AK/X2+jf6+677+aLL77gzTff5Pfff+eWW27h1ltv5ZNPPqlz2V27drFr1y4mTpzI6tWrmTFjBosXL2bMmDEHvXb06NFccskl9R7fokWLuOqqqxgzZgyrV69m2rRpTJs2jZdeeqne6xJCCCGEEEIIIcTBrFYrI0aMoLy8nPnz59f6Grfbzcsvv4zNZqv1ul8ceU0WSJwwYQIDBgxgwoQJlJWVMWDAAAYMGMCaNWuAqhTfd999F5PJxODBg7nhhhu47LLLeOCBB5pqSK1Ojx49SE5OZsGCBcZjCxYsICUlhe7du9d4bVlZGe+//z5jxoxh6NChzJo1q8bz06ZN4/vvv2fRokWMHTuWHj16kJmZyeWXX86yZcvo0KGD8VqbzUZiYiLt27enZ8+e3HfffXz44YcsWrTIWK+maTz++ONkZWURGhpKWloat99+u1+/148//sioUaMYOHAg6enpXHfddXTr1o2VK1fWueyxxx7LvHnzOOecc8jKymLQoEE8/vjjfPbZZzWCnJMnT2bs2LFkZGT4Nabq3n77bc477zzGjBlDZmYmZ599Nvfccw+TJk1qlR2lhRBCCCGEEEKIluiKK64AOCiGoVuwYAG7d+/m8ssvP2wZPHHkNFnX5pdeeqnODK7U1FTef//9phpCrXr1slBtNvURERcHq1Y1LJNv9OjRzJo1y6hN+dZbb3HVVVfx7bff1njdBx98QKdOnejUqRMjRozgrrvu4t577zVqDb7zzjucfvrp9OzZ86D3sFqtWK3Ww45j0KBBdOvWjY8++ohrrrmG+fPnM23aNObMmUPXrl3Zs2cPv//+u1+/U9++ffn0008ZPXo0SUlJfPvtt2zatIlnnnnGr+UPVFJSQnh4OBZLYDZnl8tFcHBwjcccDge5ubls377d7zqgQgghhBBCCCGEOLRu3brRvXt3vvvuO7Zs2UJmZmaN5xcuXAhUxUZEy9BkGYkiMEaMGMGyZcvYvn0727dvZ/ny5bU2vJk5c6bx+ODBgykuLua7774zns/JyWl07clOnTqxbds2oGrqekJCAqeffjqpqan06dPnoJqNhzJlyhS6dOlCRkYGISEhnHPOOUydOpVTTjml3mPKz8/nySef9Pu9/XHWWWfx0Ucf8fXXX6OqKhs3bmTy5MkA5OXlBex9hBBCCCGEEEKItu7KK68EYM6cOTUe1zSNr7/+mtDQUE444YTmGJqoRZNlJLZUDc0MbC5xcXHGVGVN0xg6dCixsbE1XrNhwwZWrFhhZHdaLBYuueQSZs6cabRQD8SUXE3TjAzHiy++mOeff55OnTpx1llnMWTIEM455xy/sgJffPFFfv75Z+bPn09qaio//PADt956K+3ataNfv35+j6ekpITzzz+fLl26MH78+Ab/Xge69tpr2bx5MxdccAEej4fw8HBuvvlm/vOf/2AySexdCCGEEEIIIYQIlMsuu4x7772Xt99+m4ceesi47v7jjz/Ys2cPZ599dp2zKMWRI1GRVmD06NHMnj2bOXPm1JrOO3PmTLxeL2lpaTgcDhwOB6+++ioLFiwwuhl36NCBDRs2NGoc69evN2oOpqSksG7dOqZNm4bD4eCWW27htNNOM7o/H0plZSUPP/wwzzzzDOeccw7dunXjpptu4pJLLjGy/vxRWlrKOeecQ1hYGO+//35AdyqKojBhwgQKCwvJycnh77//pk+fPgANqrkohBBCCCGEEEKI2sXFxXH22WezdetWfvjhB+PxpUuXAlXNekXLIYHEVmDw4MG43W48Hg9nnXVWjee8Xi9vv/02Tz/9NCtWrDB+Vq5cSVJSEu+99x5QFeH/6quvWL169UHr93g8lJeXH3YMS5cuZd26dVx44YXGYw6Hg3POOYfJkyfz5Zdf8tNPP7Fu3brDrsfj8eDxeA7K7DObzaiqethldSUlJZx99tnYbDbmz5+P3W73a7n6MpvNtG/fHpvNxnvvvcdJJ51EXFxck7yXEEIIIYQQQgjRVunTm6s3Xfnqq68ACSS2NG1uanNrZDabjUYmZrO5xnOfffYZhYWFXH311URERNR47oILLmDmzJmMGTOGW265hc8//5whQ4bw6KOPcvLJJxMWFsaqVauYNGkSr776Kj169ACq2qvn5eXh8/nYu3cvixcv5umnn+bss89m1KhRQNWX2+fz8X/t3WtYVWXex/Hf5igoGB7AQ4omaiWihqEXpiLIaJpWpgnlaFZaHphRCaXUsZzKAx0wG8ZywkyzshQbHcfSUlPL0UhGHCNF9BHSUjxwUEA2ez8vvNhlqXgANpv1/VxXL2SvBf9bf3u1+O973ffdd98tT09PrVixQh4eHmrZsuVVx+Lt7a1evXopPj7edvy2bdu0fPlyzZ8/v8K/i/Im4vnz5/Xuu+8qPz9f+fn5ki5+ilH+95OZmanCwkL9/PPPKioqsu0Wfuedd8rNze2qPyM3N1erV69Wr169VFxcrPfee0+rVq2yXcQAAAAAAEDl6d+/vxo1aqRVq1YpMTFR7u7u2rZtm/z8/NShQwd7l4dfoZHoILy9vS/79SVLligiIuJ3TURJGjJkiF599VXt3btXQUFB+ve//60FCxZo8eLFmjZtmjw9PXX77bdrwoQJCgwMtJ332WefqWXLlnJxcZGPj4+CgoL0+uuv649//KNtJmH9+vWVkJCguLg4lZWVKTAwUCkpKWrYsGGFY1m+fLlmzJihUaNG6fTp02rZsqVmz56tsWPHqqSk5Krn7tmzR7t27ZIk3XHHHZe8duDAAduOyk8//fQlm82UL8z662OuZtmyZZo2bZqsVqu6d++uTZs22R5vBgAAAAAAlcfNzU3R0dFauHChVq9erbZt26qgoEADBw607dWAmsFkrYxdOOzIarUqPz9fHh4evwtXcXGxsrOz1aJFiyp7/BWVx2q1qri4WHXq1HG4CwVZw40qKyvTDz/8oPbt2/9uxjFQG5F5GB3vARgNmYcRkfsbk5aWppCQEIWFhal379564YUXtHjxYo0aNcrepRmC1WpVUVGRvL29r9qTYUYiAAAAAAAA7Kpz584KCgrSli1blJOTI0nq06ePnavCb7HZCirV9u3b5ePjc8X/KrJy5Uo1aNDgsud26tSpUmocNGjQFeubO3dupfwMAAAAAABwfco3XcnMzFRAQECF+zCg+jEjEZUqODhYu3fvvuHz7733XoWGhl52Gq2rq+vNlGazaNEiFRUVXfa1Bg0aVMrPAAAAAAAA1ycqKkrx8fEym82KiIiwdzm4DBqJqFQeHh4KCAi44fO9vLzUuHHjKl0jsXnz5lX2vQEAAAAAwI3x9fVV//79tW7dOoWHh9u7HFxGrW4kljejHHw/GTiA8ow52iYxAAAAAADUJK+99pp69OihwYMH27sUXEatXiPRxeVin7S4uNjOlaC2K89YeeYAAAAAAMD1a9WqlWJjY9nxuoaq1V0PZ2dneXt7Kzc3V5JUp04dZozVYFarVRcuXJDkODP7rFariouLlZubK29vby50AAAAAACg1qrVjUTp4vP1kmzNRNRcVqtVZrNZLi4uDtNILOft7W3LGgAAAAAAQG1U6xuJJpNJfn5+atSokcxmM+sl1mAWi0WHDx/WrbfeKicnx3jq3mQyycXFhZmIAAAAAACg1qv1jcRyzs7ONHtquLKyMplMJrm7u/NvBQAAAAAAUMM4xrQvAAAAAAAAAHZFIxEAAAAAAABAhWgkAgAAAAAAAKiQw6+RWL55CpuoOD6r1SqTySSr1cq/JwyD3MNoyDyMjvcAjIbMw4jIPRzRr/trJpPpiseZrA6eaovFooKCAnuXAQAAAAAAADg0Ly8vOTld+QHmWtFILHe1jilqvvz8fAUGBmrfvn3y9va2dzlAtSD3MBoyD6PjPQCjIfMwInIPR/Tr9uDVGokO/2jz1QYHx2IymVRYWCiTyURTGIZB7mE0ZB5Gx3sARkPmYUTkHo7oWrNKFw4AAAAAAABAhWgkAgAAAAAAAKgQjUTUGO7u7po2bZrc3d3tXQpQbcg9jIbMw+h4D8BoyDyMiNyjNnP4zVYAAAAAAAAAVD1mJAIAAAAAAACoEI1EAAAAAAAAABWikQgAAAAAAACgQjQSAQAAAAAAAFSIRiIAAKhUubm5Yi83GBG5BwAAtR2NRFSL3Nxc/d///Z/y8/MlcaON2u/IkSOKi4vTnj177F0KUG2OHj2qYcOGacqUKTKZTLJYLPYuCag2p06dUm5ursxmsyTudWAMJSUl9i4BqFbl9zZlZWV2rgSwHxqJqFJWq1XTpk1TeHi4Ro4cqfDwcGVlZclkMtm7NKBKWK1WTZkyRXfddZeKiorUvn17e5cEVDmr1apJkyYpODhY+/fv1zfffKOSkhI5OXGbAWOYOnWqevbsqREjRmjw4MHav38/9zqo9Z577jkNHjxYJ06csHcpQLWYPn26xo4dK0lydna2czWA/XCHjyrz1VdfKTQ0VHv27FFSUpJmzpwpX19fxcXF2bs0oEqsX79ebdq0UWpqqr788ku9+eab8vT0lMTMFNReb775pvz9/bVv3z59+eWXevXVV9WoUSN9//339i4NqHIlJSV68sknlZ6eriVLlmjatGny9vZWdHS0vvjiC3uXB1SJw4cP69FHH9UXX3yh3bt3a8WKFfYuCahSe/fu1YMPPqiVK1cqJSXFdn1nViKMysXeBaD22rNnj+69915NmTJF9erVkyTbTJWysjI5OzvLarXyiT1qjc8//1xeXl5asGCBOnfurPT0dGVmZiogIECtWrWSl5eXvUsEKtW5c+e0ZcsWzZkzR48++qgkyWQyKTMz09Y8t1gszExErXXo0CHt27dPc+fOVbdu3SRJ4eHhat68uZKSktSiRQu1a9fOzlUClevYsWNq0qSJYmJi9O2332r+/PkaPHiwbrvtNnuXBlSJ7777Tk2bNtW4ceO0atUqzZw5UxEREfw+C8MyWZkmg0ry218Wz5w5o8LCQrVo0ULSxXUSo6KiFBISonvuuUcDBgywV6lApfht5g8dOqQ//elPatWqlfLz87V3717Vr19fOTk5CgoK0tKlS1W/fn07VgzcvN/m/tc30BaLRXl5eerfv7+io6M1adIkO1UJVI3f5v/rr7/WoEGD9OOPP6pOnTqSpBMnTmjQoEGyWq0aNmwYT2Kg1ijPf35+vk6dOqXWrVvLarWqe/fuCg4OVlJSkr1LBKrEiRMndPLkSXXo0EHbt2/XmDFjFBMTo/Hjx9smyABGwhQBVIr58+crJiZGCQkJOn36tCTJx8fH1kRMSUlR+/bt5eLioh9//FETJ07UuHHjdPToUXuWDdyw32beYrGoTZs2ioiI0JdffilnZ2ctW7ZM7777rj766CP973//0/PPP8+i5HBol7vWm0wm26M95Q0WDw8PnTt3zm51AlXhcvkPCAjQrbfeqvj4eFvmX3nlFQUGBqpFixbavXu38vLy7Fk2cFM++eQTZWRkSPrlGu/t7a3WrVtLuvj/gOeff14rV67Ujh077FYnUFlee+01Pffcc1qyZIkuXLggSfL19VWHDh0kSR07dlRUVJQWLFiggoICOTs7s7kcDIcZibgpOTk5GjFihEpLSxUaGqq1a9eqWbNm+vOf/6z777/fdtzWrVvl4uKiHj16SJLS0tJ077336oMPPlBYWJidqgeu35UyP3HiRA0ZMkSFhYVKTk7WwIED1aZNG9t5a9as0fjx45WWliZfX187jgC4fhVd68tnJZbPVnnkkUdkNpu1cuVKHvmBw7tc/ps2bapnnnlGAwcO1Nq1a/XEE0+obdu2Onr0qHx9fbVp0yalp6fr4Ycf1oEDB+Tt7W3vYQDXZceOHYqLi1NGRoYmT56sZ555Rh4eHlc8ftiwYSosLFRKSoptdi7gSA4ePKiRI0fKyclJ7du31+bNmxUYGKhZs2apa9eul9zPpKen66mnnlJISIgSExNZxgWGQ9pxU7Zt2yaLxaL169crISFBqampatKkiRYtWqT09HTbcb1797Y1ESXZ1gtiRiIczZUyv3jxYu3du1f16tXT6NGjL2kiSrI1DzMzM+1RNnBTKrrWl89KLL+J7tKli3766SedOnWKJiIc3uXy37RpUy1cuFDp6ekaNGiQNm3apClTpmjp0qVKTU2Vj4+PioqK1LRpU505c8beQwCuy48//qgPP/xQYWFhmjx5spKTk7Vv376rnjN79mylpqZqzZo1Ki0t1YYNG7Rz585qqhi4eeVrnW/dulXJycnauXOnzp49q6SkJB0+fFgmk0lms1nSxd9lR48erdWrVysjI0NOTk7asWOHzp49a99BANWERiJuytGjR+Xq6qq6detKkurWrasJEybI3d1dCxYsuOJ5q1evVlBQkCIjI6urVKBSXC3zb7zxhiRddlOVLVu2KCQkRCEhIdVaL1AZruVaX77guCTVq1dPxcXFKisrY8dyOLyr5T8xMVGSFBQUpIceekjh4eG28zZu3KiOHTvK39/fHmUDN8zLy0uRkZEaMWKEZs6cqUaNGmnRokVXfUz/jjvu0JgxYzRz5kyFh4dr9OjRKioqqsaqgRtnNpuVkZGhxo0b29Y79PPzU2xsrHJycrRs2TJJkouLi6xWq9zd3fWHP/xB3bp109ixY9W/f389/PDDOnnypD2HAVQbGom4KcXFxXJ2dr7kotmjRw/17dtXBw4c0JYtW2xfP3TokLKyshQXF6fZs2dr8ODBatKkiR2qBm7c9WQ+MzNThw8fVlxcnJYvX67hw4fbbkAAR3KtuS9fKzEiIkKZmZk6ceIEMxLh8K6U/8jISB08ePCS6/7hw4eVkZGhKVOmaN26dRo+fLgkcd2HQ/H29tbgwYN15513SpISEhKUkpKiHTt2XDHLhw8fVnZ2tk6dOqXg4GAdOHBAffr0qc6ygRvm4uKikpISFRcXy2Kx2O5nHnjgAXXq1Empqanau3evpF+u52azWWfPntW+ffvUrl07ZWRkqG3btnYbA1CdaCTihpQvKBsdHa1vv/1W33333SWv9+7dW+7u7kpLS5MknT17Vh988IGGDBmi9PR0rVq1ShMmTOAXTDiM6838mTNn9N5772nAgAFKT0/XypUrFR0dLUnkHg7jenPv4uIiScrLy9PIkSPVuHFjGihwWNebf0n69ttvNXHiRO3bt0+ffPKJBg4cKInrPhyXxWJRWFiYIiIi9Prrr+vYsWO/O+b48eOKjY1VRkaGduzYocTExMs+nQHUROVNw5EjR2rLli3av3+/nJ2dbY8xP/DAA8rJyVFWVpaki5sO7dmzR1FRUSopKdHXX3+tN954g8zDUNhsBRW63EL5ZrPZ9gvj6NGjlZWVpdWrV6thw4a2YyIjI9WlSxfNnz9fkpSRkaG8vDx169at+ooHbkBlZX7fvn3Ky8u7ZH1QoKa6mdzfddddmjdvHouNw2FVRv4lKT8/Xzk5ObaZXEBNVlHuf/3n7Oxsde7cWXPmzNGTTz4pJycnHTt2TM2aNVNRUZGOHz+u2267rbqHAFyT3+b6cq8VFxdr6NChcnV1VUpKyiXvj7vuukvR0dGKi4uTJJ0+fVoHDhxQ9+7dq20MQE3C3T5+p7S0VAsXLtS6deskXfopevknNi4uLrpw4YKysrI0e/ZsHTx4UElJSba1U8xms9zc3OTj42M79/bbb6eJiBqpqjIfGBhIExE1VmXm/pZbbpEkmohwGFWRf+niI6E0EVFTXWvuzWazfvjhB9ufy8rK1KJFC40bN05JSUlavXq1HnroIb3wwgsqKiqSh4cHTUTUSBcuXNBf/vIXTZo0SdOnT9eRI0dsr5XPOCzPeH5+vp599lnt2LFDycnJticqzp49K09PT9u13mq1qkGDBjQRYWjc8eMSGzduVM+ePTVr1iz985//1PHjxyX9shZE+eKzb731llq3bq21a9eqRYsWmjNnjtasWaMnnnhC69ev16xZs5SVlaV+/frZbSzAtSDzMCJyDyMj/zCi68m9v7+/Nm7cqNLSUkm/fEj09NNP6+jRoxo7dqxcXFw0d+5ceXh42GE0QMXWrFmjzp07Ky0tTc2aNVNKSoqmTJmi//znP5J+WY7lrbfeUrNmzfTFF1+oR48emjp1qubOnavJkyfr66+/VkJCggoLC9W7d29JLFUBSDzajF85d+6cnnvuOXl4eMjPz09r167ViBEj9Pjjj9uOuXDhguLj47Vu3Tr99a9/1bBhw2w3Fxs2bFBycrLOnj0rs9ms+fPnq2vXrvYaDlAhMg8jIvcwMvIPI7qR3D/88MOXNEw+/vhjjR8/XkFBQUpMTFTHjh3tMRTgmqSnp2v27NkKDQ3V5MmTJUk5OTm67777NGPGDA0dOlR5eXmKi4vT9u3b9Ze//EXDhw+3Zf7tt9/WmjVrlJeXJycnJyUmJio4ONieQwJqFBqJsLFardq1a5caNGigtm3batSoUbpw4YKmT5+uwMBA2zFZWVlq3LixvL29Jel3a2KdOHFCvr6+dhkDcD3IPIyI3MPIyD+M6EZzX85isehf//qXTp06pccee8wOIwCuT2pqqtasWaPx48eradOmKi0tlaurq8LCwhQZGanp06eruLhY+/fvV0BAwGWv9RaLRdnZ2fL397fnUIAaiUaigX366aeqX7+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"text/plain": [ "
" ] }, "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": 13, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "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": 14, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "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": 15, "metadata": {}, "outputs": [], "source": [ "# help(ta.squeeze)" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\n", "Pandas v: 1.3.0 [pip install pandas] https://github.com/pandas-dev/pandas\n", "Data from AlphaVantage v: 1.0.19 [pip install alphaVantage-api] http://www.alphavantage.co https://github.com/twopirllc/AlphaVantageAPI\n", "Technical Analysis with Pandas TA v: 0.3.32b0 [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\n", "Charts by Matplotlib Finance v: 0.12.7a17 [pip install mplfinance] https://github.com/matplotlib/mplfinance\n", "\n" ] }, { "data": { "text/plain": [ "<__main__.Chart at 0x133d13b50>" ] }, "execution_count": 16, "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": 17, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\n", "Pandas v: 1.3.0 [pip install pandas] https://github.com/pandas-dev/pandas\n", "Data from AlphaVantage v: 1.0.19 [pip install alphaVantage-api] http://www.alphavantage.co https://github.com/twopirllc/AlphaVantageAPI\n", "Technical Analysis with Pandas TA v: 0.3.32b0 [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\n", "Charts by Matplotlib Finance v: 0.12.7a17 [pip install mplfinance] https://github.com/matplotlib/mplfinance\n", "\n" ] }, { "data": { "text/plain": [ "<__main__.Chart at 0x133bdd100>" ] }, "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, 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 individual’s trading does not guarantee future results or returns. Investors are fully responsible for any investment decisions they make. Such decisions should be based solely on an evaluation of their financial circumstances, investment objectives, risk tolerance, and liquidity needs.\n", "\n", "* Any opinions, news, research, analyses, prices, or other information offered is provided as general market commentary, and does not constitute investment advice. I will not accept liability for any loss or damage, including without limitation any loss of profit, which may arise directly or indirectly from use of or reliance on such information." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.1" } }, "nbformat": 4, "nbformat_minor": 4 }